From c0fb4eb66b8dbcc24216df335369061877ce987d Mon Sep 17 00:00:00 2001 From: chaoming Date: Thu, 9 Jul 2026 01:32:55 +0800 Subject: [PATCH 1/2] docs: refresh all notebook outputs via full re-execution Re-executed every notebook under docs/ end-to-end against BrainPy 2.8.0 and refreshed their stored outputs in place (embedded figures included). Repaired notebook-level API drift where cells had gone stale: - interoperation: bp.interop.FromFlax -> bp.dnn.FromFlax, bp.layers.GRUCell -> bp.dyn.GRUCell, generator-based BPTT.fit(...), and bm.set(mode=bm.training_mode) before model construction. - parallel_for_parameter_exploration: set the XLA host-device flag before importing brainpy (import locks the backend), and pass progress_bar=False to the multi-device pmap DSRunner (ordered io_callback effects cannot cross a multi-device pmap). - gotchas_of_brainpy_transforms: fold the now-rejected Variable-as-arg call into the notebook's own try/except demonstration. - Dedicated_Operators: materialize sparse nonzero indices to numpy. All code cells run cleanly with sensible outputs. --- .../brainpy_dynamical_system.ipynb | 567 +- .../brainpy_transform_concept.ipynb | 387 +- docs/quickstart/analysis.ipynb | 1029 ++- docs/quickstart/simulation.ipynb | 2665 +++++- docs/quickstart/training.ipynb | 6767 +++++++++++++-- docs/tutorial_FAQs/brainpy_ecosystem.ipynb | 2 +- .../gotchas_of_brainpy_transforms.ipynb | 150 +- docs/tutorial_FAQs/how_to_debug.ipynb | 94 +- .../uniqueness_of-brainpy-math.ipynb | 128 +- .../advanced_lowdim_analysis.ipynb | 305 +- .../base_and_collector.ipynb | 814 +- docs/tutorial_advanced/compilation.ipynb | 530 +- docs/tutorial_advanced/differentiation.ipynb | 831 +- .../integrate_flax_into_brainpy.ipynb | 567 +- docs/tutorial_advanced/interoperation.ipynb | 279 +- .../decision_making_model.ipynb | 582 +- docs/tutorial_analysis/highdim_analysis.ipynb | 446 +- docs/tutorial_analysis/lowdim_analysis.ipynb | 1016 ++- .../build_conductance_neurons_v2.ipynb | 1653 +++- .../build_network_models.ipynb | 957 ++- .../build_synapse_models.ipynb | 184 +- .../customize_dynamical_systems.ipynb | 1559 +++- .../customize_neuron_models.ipynb | 932 ++- .../customize_synapse_models.ipynb | 2757 +++++- .../how_to_customze_a_synapse.ipynb | 984 ++- .../kinetic_synapse_models.ipynb | 2871 ++++++- .../overview_of_dynamic_model.ipynb | 2398 +++++- .../phenon_synapse_models.ipynb | 4147 +++++++++- docs/tutorial_math/Dedicated_Operators.ipynb | 293 +- .../tutorial_math/Numpy_like_Operations.ipynb | 225 +- docs/tutorial_math/array.ipynb | 561 +- docs/tutorial_math/arrays_and_variables.ipynb | 427 +- docs/tutorial_math/control_flows.ipynb | 315 +- docs/tutorial_math/einops_in_brainpy.ipynb | 1069 ++- .../random_number_generation.ipynb | 391 +- docs/tutorial_math/variables.ipynb | 402 +- .../monitor_per_multiple_steps.ipynb | 562 +- .../parallel_for_parameter_exploration.ipynb | 1224 ++- .../simulation_dsrunner.ipynb | 3829 ++++++++- .../dde_numerical_solvers.ipynb | 7355 +++++++++++++++-- .../fde_numerical_solvers.ipynb | 1525 +++- docs/tutorial_toolbox/inputs.ipynb | 269 +- docs/tutorial_toolbox/joint_equations.ipynb | 190 +- .../ode_numerical_solvers.ipynb | 3394 +++++++- docs/tutorial_toolbox/optimizers.ipynb | 549 +- .../sde_numerical_solvers.ipynb | 997 ++- docs/tutorial_toolbox/state_resetting.ipynb | 91 +- .../state_saving_and_loading.ipynb | 275 +- .../tutorial_toolbox/surrogate_gradient.ipynb | 14 +- .../synaptic_connections.ipynb | 952 ++- docs/tutorial_toolbox/synaptic_weights.ipynb | 461 +- docs/tutorial_training/bp_training.ipynb | 600 +- .../build_training_models.ipynb | 160 +- docs/tutorial_training/esn_introduction.ipynb | 7105 ++++++++-------- docs/tutorial_training/offline_training.ipynb | 4888 ++++++++++- docs/tutorial_training/online_training.ipynb | 1389 +++- 56 files changed, 62084 insertions(+), 13029 deletions(-) diff --git a/docs/core_concept/brainpy_dynamical_system.ipynb b/docs/core_concept/brainpy_dynamical_system.ipynb index cf239b5a0..997d35424 100644 --- a/docs/core_concept/brainpy_dynamical_system.ipynb +++ b/docs/core_concept/brainpy_dynamical_system.ipynb @@ -33,25 +33,31 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:55:34.560940Z", "start_time": "2025-10-06T02:55:30.658833Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:03.734500Z", + "iopub.status.busy": "2026-07-08T14:12:03.734363Z", + "iopub.status.idle": "2026-07-08T14:12:07.415779Z", + "shell.execute_reply": "2026-07-08T14:12:07.414946Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -59,7 +65,14 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -163,12 +176,20 @@ }, { "cell_type": "code", + "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:55:34.573484Z", "start_time": "2025-10-06T02:55:34.566771Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:07.417671Z", + "iopub.status.busy": "2026-07-08T14:12:07.417422Z", + "iopub.status.idle": "2026-07-08T14:12:07.421690Z", + "shell.execute_reply": "2026-07-08T14:12:07.420857Z" } }, + "outputs": [], "source": [ "class LIF_for_BrainSimulation(bp.DynamicalSystem):\n", " def __init__(self, size, V_rest=0., V_th=1., tau=5., mode=None):\n", @@ -200,9 +221,7 @@ " self.V.value = bm.where(spike, self.V_rest, V)\n", " self.spike.value = spike\n", " return spike" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -240,12 +259,20 @@ }, { "cell_type": "code", + "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:55:34.588451Z", "start_time": "2025-10-06T02:55:34.581651Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:07.423283Z", + "iopub.status.busy": "2026-07-08T14:12:07.423106Z", + "iopub.status.idle": "2026-07-08T14:12:07.427499Z", + "shell.execute_reply": "2026-07-08T14:12:07.426576Z" } }, + "outputs": [], "source": [ "class LIF(bp.DynamicalSystem):\n", " supported_modes = (bm.NonBatchingMode, bm.BatchingMode, bm.TrainingMode)\n", @@ -288,9 +315,7 @@ " self.V.value = (1. - spike) * V + spike * self.V_rest\n", " self.spike.value = spike\n", " return spike" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -310,12 +335,20 @@ }, { "cell_type": "code", + "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:55:40.548106Z", "start_time": "2025-10-06T02:55:34.593483Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:07.428829Z", + "iopub.status.busy": "2026-07-08T14:12:07.428692Z", + "iopub.status.idle": "2026-07-08T14:12:10.804785Z", + "shell.execute_reply": "2026-07-08T14:12:10.804004Z" } }, + "outputs": [], "source": [ "class Exponential(bp.Projection):\n", " def __init__(self, num_pre, post, prob, g_max, tau):\n", @@ -353,9 +386,7 @@ "\n", "with bm.environment(mode=bm.nonbatching_mode):\n", " net1 = EINet(3200, 800)" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -366,12 +397,20 @@ }, { "cell_type": "code", + "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:55:43.313223Z", "start_time": "2025-10-06T02:55:42.724747Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:10.806370Z", + "iopub.status.busy": "2026-07-08T14:12:10.806226Z", + "iopub.status.idle": "2026-07-08T14:12:11.606411Z", + "shell.execute_reply": "2026-07-08T14:12:11.605425Z" } }, + "outputs": [], "source": [ "# This network can be used in AI applications\n", "\n", @@ -390,9 +429,7 @@ "\n", "with bm.environment(mode=bm.training_mode):\n", " net2 = AINet([100, 50, 10])" - ], - "outputs": [], - "execution_count": 5 + ] }, { "cell_type": "markdown", @@ -423,41 +460,41 @@ }, { "cell_type": "code", + "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:55:43.321877Z", "start_time": "2025-10-06T02:55:43.318468Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:11.608598Z", + "iopub.status.busy": "2026-07-08T14:12:11.608448Z", + "iopub.status.idle": "2026-07-08T14:12:11.611073Z", + "shell.execute_reply": "2026-07-08T14:12:11.610352Z" } }, + "outputs": [], "source": [ "def run_net2(t, currents):\n", " bp.share.save(t=t)\n", " return net2(currents)" - ], - "outputs": [], - "execution_count": 6 + ] }, { "cell_type": "code", + "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:55:43.988694Z", "start_time": "2025-10-06T02:55:43.330959Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:11.612464Z", + "iopub.status.busy": "2026-07-08T14:12:11.612322Z", + "iopub.status.idle": "2026-07-08T14:12:12.248442Z", + "shell.execute_reply": "2026-07-08T14:12:12.247542Z" } }, - "source": [ - "with bm.environment(dt=0.1):\n", - " # construct the given time steps\n", - " times = bm.arange(200) * bm.dt\n", - " # construct the inputs with shape of (time, batch, feature)\n", - " currents = bm.random.rand(200, 10, 100)\n", - "\n", - " # run the model\n", - " net2.reset(10)\n", - " out = bm.for_loop(run_net2, (times, currents))\n", - "\n", - "out.shape" - ], "outputs": [ { "data": { @@ -470,7 +507,19 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "with bm.environment(dt=0.1):\n", + " # construct the given time steps\n", + " times = bm.arange(200) * bm.dt\n", + " # construct the inputs with shape of (time, batch, feature)\n", + " currents = bm.random.rand(200, 10, 100)\n", + "\n", + " # run the model\n", + " net2.reset(10)\n", + " out = bm.for_loop(run_net2, (times, currents))\n", + "\n", + "out.shape" + ] }, { "cell_type": "markdown", @@ -485,18 +534,19 @@ }, { "cell_type": "code", + "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:55:44.248009Z", "start_time": "2025-10-06T02:55:44.006284Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:12.250153Z", + "iopub.status.busy": "2026-07-08T14:12:12.250011Z", + "iopub.status.idle": "2026-07-08T14:12:12.482398Z", + "shell.execute_reply": "2026-07-08T14:12:12.481610Z" } }, - "source": [ - "net2.reset(10)\n", - "looper = bp.LoopOverTime(net2)\n", - "out = looper(currents)\n", - "out.shape" - ], "outputs": [ { "data": { @@ -509,7 +559,12 @@ "output_type": "execute_result" } ], - "execution_count": 8 + "source": [ + "net2.reset(10)\n", + "looper = bp.LoopOverTime(net2)\n", + "out = looper(currents)\n", + "out.shape" + ] }, { "cell_type": "markdown", @@ -522,41 +577,38 @@ }, { "cell_type": "code", + "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:55:46.169366Z", "start_time": "2025-10-06T02:55:44.264477Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:12.484191Z", + "iopub.status.busy": "2026-07-08T14:12:12.484050Z", + "iopub.status.idle": "2026-07-08T14:12:13.306451Z", + "shell.execute_reply": "2026-07-08T14:12:13.305660Z" } }, - "source": [ - "with bm.environment(dt=0.1):\n", - " runner = bp.DSRunner(net1, monitors={'E.spike': net1.E.spike, 'I.spike': net1.I.spike})\n", - " runner.run(inputs=bm.ones(1000) * 20.)\n", - "\n", - "bp.visualize.raster_plot(runner.mon['ts'], runner.mon['E.spike'])" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" + "" ] }, "execution_count": 9, @@ -565,19 +617,22 @@ }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 9 + "source": [ + "with bm.environment(dt=0.1):\n", + " runner = bp.DSRunner(net1, monitors={'E.spike': net1.E.spike, 'I.spike': net1.I.spike})\n", + " runner.run(inputs=bm.ones(1000) * 20.)\n", + "\n", + "bp.visualize.raster_plot(runner.mon['ts'], runner.mon['E.spike'])" + ] }, { "cell_type": "markdown", @@ -601,7 +656,375 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.1" + "version": "3.13.11" + }, + "widgets": { + "application/vnd.jupyter.widget-state+json": { + "state": { + "0243b90035104e678787a17d2e9edc56": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + 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"left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + } + }, + "version_major": 2, + "version_minor": 0 + } } }, "nbformat": 4, diff --git a/docs/core_concept/brainpy_transform_concept.ipynb b/docs/core_concept/brainpy_transform_concept.ipynb index e59cc066c..3aaebf390 100644 --- a/docs/core_concept/brainpy_transform_concept.ipynb +++ b/docs/core_concept/brainpy_transform_concept.ipynb @@ -37,41 +37,60 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:57:13.270243Z", "start_time": "2025-10-06T02:57:09.268648Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:25.643763Z", + "iopub.status.busy": "2026-07-08T09:54:25.643168Z", + "iopub.status.idle": "2026-07-08T09:54:36.246881Z", + "shell.execute_reply": "2026-07-08T09:54:36.245789Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", "\n", "bm.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "code", + "execution_count": 2, "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, "ExecuteTime": { "end_time": "2025-10-06T02:57:13.283751Z", "start_time": "2025-10-06T02:57:13.276753Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:36.249353Z", + "iopub.status.busy": "2026-07-08T09:54:36.249066Z", + "iopub.status.idle": "2026-07-08T09:54:36.254029Z", + "shell.execute_reply": "2026-07-08T09:54:36.253027Z" + }, + "jupyter": { + "outputs_hidden": false } }, - "source": [ - "bp.__version__" - ], "outputs": [ { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 2, @@ -79,7 +98,9 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -107,16 +128,24 @@ }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, "ExecuteTime": { "end_time": "2025-10-06T02:57:13.305977Z", "start_time": "2025-10-06T02:57:13.301364Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:36.255700Z", + "iopub.status.busy": "2026-07-08T09:54:36.255556Z", + "iopub.status.idle": "2026-07-08T09:54:36.258905Z", + "shell.execute_reply": "2026-07-08T09:54:36.257946Z" + }, + "jupyter": { + "outputs_hidden": false } }, + "outputs": [], "source": [ "class Example:\n", " def __init__(self):\n", @@ -126,27 +155,31 @@ " @bm.cls_jit # JIT compiled function\n", " def update(self, inp):\n", " self.dyn.value = self.dyn * inp + self.static" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "code", + "execution_count": 4, "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, "ExecuteTime": { "end_time": "2025-10-06T02:57:13.352203Z", "start_time": "2025-10-06T02:57:13.327533Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:36.261074Z", + "iopub.status.busy": "2026-07-08T09:54:36.260790Z", + "iopub.status.idle": "2026-07-08T09:54:36.285443Z", + "shell.execute_reply": "2026-07-08T09:54:36.284559Z" + }, + "jupyter": { + "outputs_hidden": false } }, + "outputs": [], "source": [ "example = Example()" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -178,20 +211,23 @@ }, { "cell_type": "code", + "execution_count": 5, "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, "ExecuteTime": { "end_time": "2025-10-06T02:57:13.390501Z", "start_time": "2025-10-06T02:57:13.358416Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:36.287875Z", + "iopub.status.busy": "2026-07-08T09:54:36.287691Z", + "iopub.status.idle": "2026-07-08T09:54:36.345484Z", + "shell.execute_reply": "2026-07-08T09:54:36.344389Z" + }, + "jupyter": { + "outputs_hidden": false } }, - "source": [ - "example.update(1.)\n", - "example.dyn" - ], "outputs": [ { "data": { @@ -208,24 +244,30 @@ "output_type": "execute_result" } ], - "execution_count": 5 + "source": [ + "example.update(1.)\n", + "example.dyn" + ] }, { "cell_type": "code", + "execution_count": 6, "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, "ExecuteTime": { "end_time": "2025-10-06T02:57:13.402769Z", "start_time": "2025-10-06T02:57:13.397834Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:36.348025Z", + "iopub.status.busy": "2026-07-08T09:54:36.347858Z", + "iopub.status.idle": "2026-07-08T09:54:36.352198Z", + "shell.execute_reply": "2026-07-08T09:54:36.351210Z" + }, + "jupyter": { + "outputs_hidden": false } }, - "source": [ - "example.update(2.)\n", - "example.dyn" - ], "outputs": [ { "data": { @@ -242,7 +284,10 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "example.update(2.)\n", + "example.dyn" + ] }, { "cell_type": "markdown", @@ -258,21 +303,23 @@ }, { "cell_type": "code", + "execution_count": 7, "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, "ExecuteTime": { "end_time": "2025-10-06T02:57:13.428554Z", "start_time": "2025-10-06T02:57:13.423394Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:36.353864Z", + "iopub.status.busy": "2026-07-08T09:54:36.353701Z", + "iopub.status.idle": "2026-07-08T09:54:36.358213Z", + "shell.execute_reply": "2026-07-08T09:54:36.357156Z" + }, + "jupyter": { + "outputs_hidden": false } }, - "source": [ - "example.static = 100. # not work\n", - "example.update(1.)\n", - "example.dyn" - ], "outputs": [ { "data": { @@ -289,7 +336,11 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "example.static = 100. # not work\n", + "example.update(1.)\n", + "example.dyn" + ] }, { "cell_type": "markdown", @@ -326,20 +377,26 @@ }, { "cell_type": "code", + "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:57:13.916909Z", "start_time": "2025-10-06T02:57:13.447658Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:36.360355Z", + "iopub.status.busy": "2026-07-08T09:54:36.360057Z", + "iopub.status.idle": "2026-07-08T09:54:43.615326Z", + "shell.execute_reply": "2026-07-08T09:54:43.614380Z" } }, + "outputs": [], "source": [ "num_in = 100\n", "num_sample = 256\n", "X = bm.random.rand(num_sample, num_in)\n", "Y = (bm.random.rand(num_sample) < 0.5).astype(float)" - ], - "outputs": [], - "execution_count": 8 + ] }, { "cell_type": "markdown", @@ -350,12 +407,32 @@ }, { "cell_type": "code", + "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:57:14.680044Z", "start_time": "2025-10-06T02:57:13.922137Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:43.617929Z", + "iopub.status.busy": "2026-07-08T09:54:43.617610Z", + "iopub.status.idle": "2026-07-08T09:54:44.830097Z", + "shell.execute_reply": "2026-07-08T09:54:44.829318Z" } }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Sequential(\n", + " [0] <__main__.Linear object at 0x7191c81ac1a0>\n", + " [1] relu\n", + " [2] <__main__.Linear object at 0x7192a090a710>\n", + ")\n" + ] + } + ], "source": [ "class Linear(bp.BrainPyObject):\n", " def __init__(self, n_in, n_out):\n", @@ -374,21 +451,7 @@ " bm.relu,\n", " Linear(20, 2))\n", "print(net)" - ], - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Sequential(\n", - " [0] <__main__.Linear object at 0x000001EB702A9E50>\n", - " [1] relu\n", - " [2] <__main__.Linear object at 0x000001EB702A8BF0>\n", - ")\n" - ] - } - ], - "execution_count": 9 + ] }, { "cell_type": "markdown", @@ -399,16 +462,24 @@ }, { "cell_type": "code", + "execution_count": 10, "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, "ExecuteTime": { "end_time": "2025-10-06T02:57:14.697299Z", "start_time": "2025-10-06T02:57:14.686122Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:44.831778Z", + "iopub.status.busy": "2026-07-08T09:54:44.831600Z", + "iopub.status.idle": "2026-07-08T09:54:44.836517Z", + "shell.execute_reply": "2026-07-08T09:54:44.835542Z" + }, + "jupyter": { + "outputs_hidden": false } }, + "outputs": [], "source": [ "class Trainer(object):\n", " def __init__(self, net):\n", @@ -433,32 +504,29 @@ " grads, l = self.grad()\n", " self.optimizer.update(grads)\n", " return l" - ], - "outputs": [], - "execution_count": 10 + ] }, { "cell_type": "code", + "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:57:15.872108Z", "start_time": "2025-10-06T02:57:14.721421Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:44.838234Z", + "iopub.status.busy": "2026-07-08T09:54:44.838042Z", + "iopub.status.idle": "2026-07-08T09:54:47.391958Z", + "shell.execute_reply": "2026-07-08T09:54:47.390923Z" } }, - "source": [ - "trainer = Trainer(net)\n", - "\n", - "for i in range(1, 4001):\n", - " ls = trainer.train()\n", - " if i % 400 == 0:\n", - " print(f'Train {i} epoch, loss = {ls:.4f}')" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\dynsys.py:341: UserWarning: \n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/dynsys.py:474: UserWarning: \n", "From brainpy>=2.4.3, update() function no longer needs to receive a global shared argument.\n", "\n", "Instead of using:\n", @@ -480,20 +548,51 @@ "name": "stdout", "output_type": "stream", "text": [ - "Train 400 epoch, loss = 0.6338\n", - "Train 800 epoch, loss = 0.5872\n", - "Train 1200 epoch, loss = 0.5400\n", - "Train 1600 epoch, loss = 0.4924\n", - "Train 2000 epoch, loss = 0.4477\n", - "Train 2400 epoch, loss = 0.4063\n", - "Train 2800 epoch, loss = 0.3679\n", - "Train 3200 epoch, loss = 0.3329\n", - "Train 3600 epoch, loss = 0.2994\n", - "Train 4000 epoch, loss = 0.2679\n" + "Train 400 epoch, loss = 0.6428\n", + "Train 800 epoch, loss = 0.5987\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 1200 epoch, loss = 0.5518\n", + "Train 1600 epoch, loss = 0.5043\n", + "Train 2000 epoch, loss = 0.4600\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 2400 epoch, loss = 0.4188\n", + "Train 2800 epoch, loss = 0.3801\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 3200 epoch, loss = 0.3425\n", + "Train 3600 epoch, loss = 0.3062\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 4000 epoch, loss = 0.2725\n" ] } ], - "execution_count": 11 + "source": [ + "trainer = Trainer(net)\n", + "\n", + "for i in range(1, 4001):\n", + " ls = trainer.train()\n", + " if i % 400 == 0:\n", + " print(f'Train {i} epoch, loss = {ls:.4f}')" + ] }, { "cell_type": "markdown", @@ -540,15 +639,19 @@ }, { "cell_type": "code", + "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:57:17.925977Z", "start_time": "2025-10-06T02:57:17.922443Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:47.394823Z", + "iopub.status.busy": "2026-07-08T09:54:47.394385Z", + "iopub.status.idle": "2026-07-08T09:54:47.398738Z", + "shell.execute_reply": "2026-07-08T09:54:47.397831Z" } }, - "source": [ - "net.vars().keys()" - ], "outputs": [ { "data": { @@ -561,7 +664,9 @@ "output_type": "execute_result" } ], - "execution_count": 12 + "source": [ + "net.vars().keys()" + ] }, { "cell_type": "markdown", @@ -580,12 +685,20 @@ }, { "cell_type": "code", + "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:57:18.190524Z", "start_time": "2025-10-06T02:57:17.944733Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:47.400327Z", + "iopub.status.busy": "2026-07-08T09:54:47.400174Z", + "iopub.status.idle": "2026-07-08T09:54:47.739243Z", + "shell.execute_reply": "2026-07-08T09:54:47.738308Z" } }, + "outputs": [], "source": [ "class SuperLinear(bp.BrainPyObject):\n", " def __init__(self, ):\n", @@ -594,22 +707,23 @@ " self.v1 = bm.Variable(3)\n", " \n", "sl = SuperLinear()" - ], - "outputs": [], - "execution_count": 13 + ] }, { "cell_type": "code", + "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:57:18.202830Z", "start_time": "2025-10-06T02:57:18.197584Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:47.740970Z", + "iopub.status.busy": "2026-07-08T09:54:47.740811Z", + "iopub.status.idle": "2026-07-08T09:54:47.744806Z", + "shell.execute_reply": "2026-07-08T09:54:47.743539Z" } }, - "source": [ - "# retrieve Variable\n", - "sl.vars().keys()" - ], "outputs": [ { "data": { @@ -622,20 +736,26 @@ "output_type": "execute_result" } ], - "execution_count": 14 + "source": [ + "# retrieve Variable\n", + "sl.vars().keys()" + ] }, { "cell_type": "code", + "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:57:18.224917Z", "start_time": "2025-10-06T02:57:18.217929Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:47.746742Z", + "iopub.status.busy": "2026-07-08T09:54:47.746574Z", + "iopub.status.idle": "2026-07-08T09:54:47.750463Z", + "shell.execute_reply": "2026-07-08T09:54:47.749553Z" } }, - "source": [ - "# retrieve BrainPyObject\n", - "sl.nodes().keys()" - ], "outputs": [ { "data": { @@ -648,7 +768,10 @@ "output_type": "execute_result" } ], - "execution_count": 15 + "source": [ + "# retrieve BrainPyObject\n", + "sl.nodes().keys()" + ] }, { "cell_type": "markdown", @@ -659,35 +782,43 @@ }, { "cell_type": "code", + "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:57:18.242313Z", "start_time": "2025-10-06T02:57:18.237696Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:47.751892Z", + "iopub.status.busy": "2026-07-08T09:54:47.751749Z", + "iopub.status.idle": "2026-07-08T09:54:47.754791Z", + "shell.execute_reply": "2026-07-08T09:54:47.753855Z" } }, + "outputs": [], "source": [ "class SuperSuperLinear(bp.BrainPyObject):\n", " def __init__(self):\n", " super().__init__()\n", " self.ss = bm.NodeList([SuperLinear(), SuperLinear()])\n", " self.vv = bm.VarList([bm.Variable(3)])" - ], - "outputs": [], - "execution_count": 16 + ] }, { "cell_type": "code", + "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T02:57:18.288920Z", "start_time": "2025-10-06T02:57:18.256031Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:54:47.756442Z", + "iopub.status.busy": "2026-07-08T09:54:47.756259Z", + "iopub.status.idle": "2026-07-08T09:54:47.811540Z", + "shell.execute_reply": "2026-07-08T09:54:47.810153Z" } }, - "source": [ - "ssl = SuperSuperLinear()\n", - "print(ssl.vars().keys())\n", - "print(ssl.nodes().keys())" - ], "outputs": [ { "name": "stdout", @@ -698,7 +829,11 @@ ] } ], - "execution_count": 17 + "source": [ + "ssl = SuperSuperLinear()\n", + "print(ssl.vars().keys())\n", + "print(ssl.nodes().keys())" + ] } ], "metadata": { @@ -717,7 +852,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.6" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/quickstart/analysis.ipynb b/docs/quickstart/analysis.ipynb index 410c4dd33..86162940b 100644 --- a/docs/quickstart/analysis.ipynb +++ b/docs/quickstart/analysis.ipynb @@ -35,13 +35,30 @@ ] }, { + "cell_type": "code", + "execution_count": 1, + "id": "f189edde76fd1be3", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:11:09.138132Z", "start_time": "2025-10-06T03:11:05.084625Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:21.137801Z", + "iopub.status.busy": "2026-07-08T14:12:21.137666Z", + "iopub.status.idle": "2026-07-08T14:12:24.375488Z", + "shell.execute_reply": "2026-07-08T14:12:24.374499Z" } }, - "cell_type": "code", + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", @@ -49,26 +66,29 @@ "bm.set_platform('cpu')\n", "\n", "bm.enable_x64() # it's better to use x64 computation" - ], - "id": "f189edde76fd1be3", - "outputs": [], - "execution_count": 1 + ] }, { + "cell_type": "code", + "execution_count": 2, + "id": "94cbc061644eb609", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:11:09.149334Z", "start_time": "2025-10-06T03:11:09.143958Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:24.377163Z", + "iopub.status.busy": "2026-07-08T14:12:24.376884Z", + "iopub.status.idle": "2026-07-08T14:12:24.381650Z", + "shell.execute_reply": "2026-07-08T14:12:24.380973Z" } }, - "cell_type": "code", - "source": "bp.__version__", - "id": "94cbc061644eb609", "outputs": [ { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 2, @@ -76,7 +96,9 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -119,18 +141,24 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "8d6b11cb", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:11:09.192318Z", "start_time": "2025-10-06T03:11:09.153343Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:24.383314Z", + "iopub.status.busy": "2026-07-08T14:12:24.383146Z", + "iopub.status.idle": "2026-07-08T14:12:24.421225Z", + "shell.execute_reply": "2026-07-08T14:12:24.420208Z" } }, + "outputs": [], "source": [ "expif = bp.dyn.ExpIF(1, delta_T=1.)" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -142,16 +170,20 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "040b7004", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:11:09.200445Z", "start_time": "2025-10-06T03:11:09.196324Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:24.422725Z", + "iopub.status.busy": "2026-07-08T14:12:24.422597Z", + "iopub.status.idle": "2026-07-08T14:12:24.426681Z", + "shell.execute_reply": "2026-07-08T14:12:24.425574Z" } }, - "source": [ - "expif.V_rest, expif.V_T, expif.R, expif.tau" - ], "outputs": [ { "data": { @@ -164,7 +196,9 @@ "output_type": "execute_result" } ], - "execution_count": 4 + "source": [ + "expif.V_rest, expif.V_T, expif.R, expif.tau" + ] }, { "cell_type": "markdown", @@ -176,22 +210,20 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "358060fb", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:11:11.126244Z", "start_time": "2025-10-06T03:11:09.205491Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:24.428086Z", + "iopub.status.busy": "2026-07-08T14:12:24.427958Z", + "iopub.status.idle": "2026-07-08T14:12:26.079104Z", + "shell.execute_reply": "2026-07-08T14:12:26.078151Z" } }, - "source": [ - "bif = bp.analysis.Bifurcation1D(\n", - " model=expif,\n", - " target_vars={'V': [-70., -55.]},\n", - " target_pars={'I': [0., 6.]},\n", - " resolutions={'I': 0.01}\n", - ")\n", - "bif.plot_bifurcation(show=True)" - ], "outputs": [ { "name": "stderr", @@ -202,19 +234,24 @@ }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 5 + "source": [ + "bif = bp.analysis.Bifurcation1D(\n", + " model=expif,\n", + " target_vars={'V': [-70., -55.]},\n", + " target_pars={'I': [0., 6.]},\n", + " resolutions={'I': 0.01}\n", + ")\n", + "bif.plot_bifurcation(show=True)" + ] }, { "cell_type": "markdown", @@ -265,18 +302,24 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "e6b176c7", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:11:13.155224Z", "start_time": "2025-10-06T03:11:13.150708Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:26.080583Z", + "iopub.status.busy": "2026-07-08T14:12:26.080441Z", + "iopub.status.idle": "2026-07-08T14:12:26.100216Z", + "shell.execute_reply": "2026-07-08T14:12:26.099218Z" } }, + "outputs": [], "source": [ "fhn = bp.neurons.FHN(1)" - ], - "outputs": [], - "execution_count": 6 + ] }, { "cell_type": "markdown", @@ -288,60 +331,99 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "78078951", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:11:18.172452Z", "start_time": "2025-10-06T03:11:13.159524Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:26.101759Z", + "iopub.status.busy": "2026-07-08T14:12:26.101617Z", + "iopub.status.idle": "2026-07-08T14:12:31.198211Z", + "shell.execute_reply": "2026-07-08T14:12:31.197298Z" } }, - "source": [ - "analyzer = bp.analysis.PhasePlane2D(\n", - " model=fhn,\n", - " target_vars={'V': [-3, 3], 'w': [-3., 3.]},\n", - " pars_update={'I_ext': 0.8}, \n", - " resolutions=0.01,\n", - ")\n", - "analyzer.plot_nullcline()\n", - "analyzer.plot_vector_field()\n", - "analyzer.plot_fixed_point()\n", - "analyzer.plot_trajectory({'V': [-2.8], 'w': [-1.8]}, duration=100.)\n", - "analyzer.show_figure()" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "I am computing fx-nullcline ...\n", - "I am evaluating fx-nullcline by optimization ...\n", + "I am evaluating fx-nullcline by optimization ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am computing fy-nullcline ...\n", - "I am evaluating fy-nullcline by optimization ...\n", - "I am creating the vector field ...\n", + "I am evaluating fy-nullcline by optimization ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am creating the vector field ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am searching fixed points ...\n", "I am trying to find fixed points by optimization ...\n", - "\tThere are 866 candidates\n", - "I am trying to filter out duplicate fixed points ...\n", - "\tFound 1 fixed points.\n", - "\t#1 V=-0.2729223248467867, w=0.5338542697669653 is a unstable node.\n", + "\tThere are 866 candidates\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am trying to filter out duplicate fixed points ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\tFound 1 fixed points.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\t#1 V=-0.2729223252513239, w=0.5338542694077287 is a unstable node.\n", "I am plotting the trajectory ...\n" ] }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 7 + "source": [ + "analyzer = bp.analysis.PhasePlane2D(\n", + " model=fhn,\n", + " target_vars={'V': [-3, 3], 'w': [-3., 3.]},\n", + " pars_update={'I_ext': 0.8}, \n", + " resolutions=0.01,\n", + ")\n", + "analyzer.plot_nullcline()\n", + "analyzer.plot_vector_field()\n", + "analyzer.plot_fixed_point()\n", + "analyzer.plot_trajectory({'V': [-2.8], 'w': [-1.8]}, duration=100.)\n", + "analyzer.show_figure()" + ] }, { "cell_type": "markdown", @@ -384,13 +466,22 @@ ] }, { + "cell_type": "code", + "execution_count": 8, + "id": "62c06826ea881085", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:11:18.191909Z", "start_time": "2025-10-06T03:11:18.186991Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:31.200338Z", + "iopub.status.busy": "2026-07-08T14:12:31.200190Z", + "iopub.status.idle": "2026-07-08T14:12:31.204298Z", + "shell.execute_reply": "2026-07-08T14:12:31.203497Z" } }, - "cell_type": "code", + "outputs": [], "source": [ "class GJCoupledFHN(bp.DynamicalSystem):\n", " def __init__(self, num=4, method='exp_auto'):\n", @@ -427,76 +518,61 @@ " self.V.value = self.int_V(self.V, t, self.w, self.Iext, dt)\n", " self.w.value = self.int_w(self.w, t, self.V, dt)\n", " self.Iext[:] = 0." - ], - "id": "62c06826ea881085", - "outputs": [], - "execution_count": 8 + ] }, { - "metadata": {}, "cell_type": "markdown", - "source": "Through simulation, we can easily find that this system has a limit cycle attractor, implying that an unstable fixed point exists.", - "id": "bd289c5babf56803" + "id": "bd289c5babf56803", + "metadata": {}, + "source": [ + "Through simulation, we can easily find that this system has a limit cycle attractor, implying that an unstable fixed point exists." + ] }, { + "cell_type": "code", + "execution_count": 9, + "id": "ef00bac56a9ad6a2", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:11:18.834069Z", "start_time": "2025-10-06T03:11:18.197434Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:31.205667Z", + "iopub.status.busy": "2026-07-08T14:12:31.205534Z", + "iopub.status.idle": "2026-07-08T14:12:31.571444Z", + "shell.execute_reply": "2026-07-08T14:12:31.570759Z" } }, - "cell_type": "code", - "source": [ - "# initialize a network\n", - "model = GJCoupledFHN(4)\n", - "model.gjw = 0.1\n", - "\n", - "# simulation with an input\n", - "Iext = bm.asarray([0., 0., 0., 0.6])\n", - "runner = bp.DSRunner(model, monitors=['V'], inputs=['Iext', Iext])\n", - "runner.run(300.)\n", - "\n", - "# visualization\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, legend='V',\n", - " plot_ids=list(range(model.num)),\n", - " show=True)" - ], - "id": "ef00bac56a9ad6a2", "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/3000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 9, @@ -504,7 +580,21 @@ "output_type": "execute_result" } ], - "execution_count": 9 + "source": [ + "# initialize a network\n", + "model = GJCoupledFHN(4)\n", + "model.gjw = 0.1\n", + "\n", + "# simulation with an input\n", + "Iext = bm.asarray([0., 0., 0., 0.6])\n", + "runner = bp.DSRunner(model, monitors=['V'], inputs=['Iext', Iext])\n", + "runner.run(300.)\n", + "\n", + "# visualization\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, legend='V',\n", + " plot_ids=list(range(model.num)),\n", + " show=True)" + ] }, { "cell_type": "markdown", @@ -518,14 +608,235 @@ }, { "cell_type": "code", + "execution_count": 10, "id": "90ce07cf2a0a8e3c", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:11:28.618340Z", "start_time": "2025-10-06T03:11:18.841081Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:31.572923Z", + "iopub.status.busy": "2026-07-08T14:12:31.572786Z", + "iopub.status.idle": "2026-07-08T14:12:41.873923Z", + "shell.execute_reply": "2026-07-08T14:12:41.872988Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/optim/scheduler.py:376: UserWarning: ExponentialDecay is abandoned, please use ExponentialDecayLR insteadly.\n", + " warnings.warn(\"ExponentialDecay is abandoned, please use ExponentialDecayLR insteadly.\")\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimizing with Adam(lr=ExponentialDecay(0.05, decay_steps=1, decay_rate=0.9999), last_call=-1), beta1=0.9, beta2=0.999, eps=1e-08) to find fixed points:\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 1-200 in 0.22 sec, Training loss 0.0003059688\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 201-400 in 0.16 sec, Training loss 0.0002241216\n", + " Batches 401-600 in 0.14 sec, Training loss 0.0001735174\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 601-800 in 0.14 sec, Training loss 0.0001368513\n", + " Batches 801-1000 in 0.14 sec, Training loss 0.0001091471\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 1001-1200 in 0.14 sec, Training loss 0.0000878589\n", + " Batches 1201-1400 in 0.14 sec, Training loss 0.0000713262\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 1401-1600 in 0.15 sec, Training loss 0.0000583938\n", + " Batches 1601-1800 in 0.14 sec, Training loss 0.0000482315\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 1801-2000 in 0.14 sec, Training loss 0.0000401840\n", + " Batches 2001-2200 in 0.14 sec, Training loss 0.0000337295\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 2201-2400 in 0.14 sec, Training loss 0.0000285072\n", + " Batches 2401-2600 in 0.14 sec, Training loss 0.0000242801\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 2601-2800 in 0.14 sec, Training loss 0.0000208096\n", + " Batches 2801-3000 in 0.15 sec, Training loss 0.0000179334\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 3001-3200 in 0.27 sec, Training loss 0.0000155483\n", + " Batches 3201-3400 in 0.14 sec, Training loss 0.0000135685\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 3401-3600 in 0.14 sec, Training loss 0.0000119056\n", + " Batches 3601-3800 in 0.14 sec, Training loss 0.0000104978\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 3801-4000 in 0.16 sec, Training loss 0.0000092982\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 4001-4200 in 0.16 sec, Training loss 0.0000082769\n", + " Batches 4201-4400 in 0.14 sec, Training loss 0.0000073934\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 4401-4600 in 0.14 sec, Training loss 0.0000066255\n", + " Batches 4601-4800 in 0.15 sec, Training loss 0.0000059605\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 4801-5000 in 0.14 sec, Training loss 0.0000053934\n", + " Batches 5001-5200 in 0.14 sec, Training loss 0.0000049021\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 5201-5400 in 0.14 sec, Training loss 0.0000044664\n", + " Batches 5401-5600 in 0.14 sec, Training loss 0.0000040751\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 5601-5800 in 0.15 sec, Training loss 0.0000037145\n", + " Batches 5801-6000 in 0.14 sec, Training loss 0.0000033762\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 6001-6200 in 0.14 sec, Training loss 0.0000030667\n", + " Batches 6201-6400 in 0.15 sec, Training loss 0.0000027812\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 6401-6600 in 0.16 sec, Training loss 0.0000025161\n", + " Batches 6601-6800 in 0.14 sec, Training loss 0.0000022729\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 6801-7000 in 0.15 sec, Training loss 0.0000020512\n", + " Batches 7001-7200 in 0.15 sec, Training loss 0.0000018479\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 7201-7400 in 0.15 sec, Training loss 0.0000016598\n", + " Batches 7401-7600 in 0.14 sec, Training loss 0.0000014857\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 7601-7800 in 0.14 sec, Training loss 0.0000013234\n", + " Batches 7801-8000 in 0.14 sec, Training loss 0.0000011707\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 8001-8200 in 0.14 sec, Training loss 0.0000010258\n", + " Batches 8201-8400 in 0.14 sec, Training loss 0.0000008877\n", + " Stop optimization as mean training loss 0.0000008877 is below tolerance 0.0000010000.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Excluding fixed points with squared speed above tolerance 1e-08:\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Kept 821/1000 fixed points with tolerance under 1e-08.\n", + "Excluding non-unique fixed points:\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Kept 1/821 unique fixed points with uniqueness tolerance 0.025.\n" + ] + } + ], "source": [ "# init a slow point finder\n", "finder = bp.analysis.SlowPointFinder(f_cell=model,\n", @@ -546,87 +857,25 @@ "\n", "# remove the duplicate fixed points\n", "finder.keep_unique()" - ], - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\optim\\scheduler.py:355: UserWarning: ExponentialDecay is abandoned, please use ExponentialDecayLR insteadly.\n", - " warnings.warn(\"ExponentialDecay is abandoned, please use ExponentialDecayLR insteadly.\")\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Optimizing with Adam(lr=ExponentialDecay(0.05, decay_steps=1, decay_rate=0.9999), last_call=-1), beta1=0.9, beta2=0.999, eps=1e-08) to find fixed points:\n", - " Batches 1-200 in 0.21 sec, Training loss 0.0003090011\n", - " Batches 201-400 in 0.17 sec, Training loss 0.0002248715\n", - " Batches 401-600 in 0.16 sec, Training loss 0.0001743008\n", - " Batches 601-800 in 0.17 sec, Training loss 0.0001384070\n", - " Batches 801-1000 in 0.17 sec, Training loss 0.0001113474\n", - " Batches 1001-1200 in 0.15 sec, Training loss 0.0000904299\n", - " Batches 1201-1400 in 0.16 sec, Training loss 0.0000740472\n", - " Batches 1401-1600 in 0.16 sec, Training loss 0.0000611285\n", - " Batches 1601-1800 in 0.14 sec, Training loss 0.0000508670\n", - " Batches 1801-2000 in 0.15 sec, Training loss 0.0000425829\n", - " Batches 2001-2200 in 0.17 sec, Training loss 0.0000358431\n", - " Batches 2201-2400 in 0.14 sec, Training loss 0.0000303130\n", - " Batches 2401-2600 in 0.17 sec, Training loss 0.0000257813\n", - " Batches 2601-2800 in 0.16 sec, Training loss 0.0000220679\n", - " Batches 2801-3000 in 0.17 sec, Training loss 0.0000190129\n", - " Batches 3001-3200 in 0.16 sec, Training loss 0.0000164848\n", - " Batches 3201-3400 in 0.16 sec, Training loss 0.0000143577\n", - " Batches 3401-3600 in 0.21 sec, Training loss 0.0000125881\n", - " Batches 3601-3800 in 0.18 sec, Training loss 0.0000111072\n", - " Batches 3801-4000 in 0.16 sec, Training loss 0.0000098631\n", - " Batches 4001-4200 in 0.17 sec, Training loss 0.0000088056\n", - " Batches 4201-4400 in 0.18 sec, Training loss 0.0000078957\n", - " Batches 4401-4600 in 0.15 sec, Training loss 0.0000071023\n", - " Batches 4601-4800 in 0.16 sec, Training loss 0.0000064047\n", - " Batches 4801-5000 in 0.15 sec, Training loss 0.0000057897\n", - " Batches 5001-5200 in 0.17 sec, Training loss 0.0000052540\n", - " Batches 5201-5400 in 0.18 sec, Training loss 0.0000047848\n", - " Batches 5401-5600 in 0.17 sec, Training loss 0.0000043685\n", - " Batches 5601-5800 in 0.19 sec, Training loss 0.0000039942\n", - " Batches 5801-6000 in 0.19 sec, Training loss 0.0000036524\n", - " Batches 6001-6200 in 0.17 sec, Training loss 0.0000033357\n", - " Batches 6201-6400 in 0.19 sec, Training loss 0.0000030365\n", - " Batches 6401-6600 in 0.17 sec, Training loss 0.0000027516\n", - " Batches 6601-6800 in 0.17 sec, Training loss 0.0000024813\n", - " Batches 6801-7000 in 0.18 sec, Training loss 0.0000022267\n", - " Batches 7001-7200 in 0.19 sec, Training loss 0.0000019877\n", - " Batches 7201-7400 in 0.17 sec, Training loss 0.0000017673\n", - " Batches 7401-7600 in 0.18 sec, Training loss 0.0000015686\n", - " Batches 7601-7800 in 0.16 sec, Training loss 0.0000013878\n", - " Batches 7801-8000 in 0.15 sec, Training loss 0.0000012206\n", - " Batches 8001-8200 in 0.16 sec, Training loss 0.0000010660\n", - " Batches 8201-8400 in 0.17 sec, Training loss 0.0000009238\n", - " Stop optimization as mean training loss 0.0000009238 is below tolerance 0.0000010000.\n", - "Excluding fixed points with squared speed above tolerance 1e-08:\n", - " Kept 806/1000 fixed points with tolerance under 1e-08.\n", - "Excluding non-unique fixed points:\n", - " Kept 1/806 unique fixed points with uniqueness tolerance 0.025.\n" - ] - } - ], - "execution_count": 10 + ] }, { "cell_type": "code", + "execution_count": 11, "id": "45b81a4cdac07efa", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:11:28.658260Z", "start_time": "2025-10-06T03:11:28.652386Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:41.875582Z", + "iopub.status.busy": "2026-07-08T14:12:41.875443Z", + "iopub.status.idle": "2026-07-08T14:12:41.879105Z", + "shell.execute_reply": "2026-07-08T14:12:41.878443Z" } }, - "source": [ - "print('fixed points:', )\n", - "finder.fixed_points" - ], "outputs": [ { "name": "stdout", @@ -638,8 +887,8 @@ { "data": { "text/plain": [ - "{'V': array([[-1.17757851, -1.17757846, -1.17757851, -0.81465051]]),\n", - " 'w': array([[-0.59697314, -0.59697318, -0.59697314, -0.14331315]])}" + "{'V': array([[-1.16963245, -1.17630981, -1.17514034, -0.8122538 ]]),\n", + " 'w': array([[-0.60168519, -0.59655827, -0.59746382, -0.14204751]])}" ] }, "execution_count": 11, @@ -647,22 +896,28 @@ "output_type": "execute_result" } ], - "execution_count": 11 + "source": [ + "print('fixed points:', )\n", + "finder.fixed_points" + ] }, { "cell_type": "code", + "execution_count": 12, "id": "adc5767da75ea8b2", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:11:28.672866Z", "start_time": "2025-10-06T03:11:28.667084Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:41.880599Z", + "iopub.status.busy": "2026-07-08T14:12:41.880474Z", + "iopub.status.idle": "2026-07-08T14:12:41.884085Z", + "shell.execute_reply": "2026-07-08T14:12:41.883368Z" } }, - "source": [ - "print('fixed point losses:', )\n", - "finder.losses" - ], "outputs": [ { "name": "stdout", @@ -674,7 +929,7 @@ { "data": { "text/plain": [ - "array([1.00655151e-19])" + "array([2.36104289e-09])" ] }, "execution_count": 12, @@ -682,7 +937,10 @@ "output_type": "execute_result" } ], - "execution_count": 12 + "source": [ + "print('fixed point losses:', )\n", + "finder.losses" + ] }, { "cell_type": "markdown", @@ -696,33 +954,36 @@ }, { "cell_type": "code", + "execution_count": 13, "id": "49e773e8700380ce", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:11:28.950516Z", "start_time": "2025-10-06T03:11:28.681290Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:41.885357Z", + "iopub.status.busy": "2026-07-08T14:12:41.885236Z", + "iopub.status.idle": "2026-07-08T14:12:42.071932Z", + "shell.execute_reply": "2026-07-08T14:12:42.070914Z" } }, - "source": [ - "_ = finder.compute_jacobians(finder.fixed_points, plot=True)" - ], "outputs": [ { "data": { + "image/png": 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", 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YZf53Drv/9ZwjtQot8pwjR6RRq/DWqK6Ysq72pt1/3li684l9a1RXm12BwM+UuT//flSQ7/cj6Ty2iRMnYsuWLfD09ESfPn0A1N79/fr16xgyZAiOHDmC33//Hbt378YjjzzSpAL/aunSpaYTdHv27ImPPvoI/fr1s2haS8+F4Vnijo9XHjRPt/UGRKf9gNvVBrhoVLhk4SVVjT2PTVKwJSUloby8HEuXLoVaXfvLMRqNmD59Olq3bo2UlBS89NJL+OWXX7Bv377Gzl42vGFyy8JrRZufW/oadJ23AwBw9J9DcOxCuUW/H5sEm7e3N3766Sfcd999Zq+fPHkS/fv3x5UrV3D06FE89thjuH79emNnLxsGG5F9/TnYji8YavF9RW1y5UFNTU29546dOHECBkPt/QJ1Ol2zOvWDiFoOSQcP4uLi8Pzzz2POnDl4+OGHAdTeoertt9/GhAkTAAA//PADHnzwQetVSkRkIUnBlp6eDh8fHyxevNh0XpmPjw9mzJhhGnxyyJAhGDZsmPUqJSKykKRg02g0SE5ORnJysun6y7/u9wYFBTW9OiIiCZp8lyp+CU9EllJBhfAO7qbncpEcbF999RUyMzNRXFwMvd78+q+8vLwmF0ZEyuPqokFWYpTsy5F0VPSjjz5CQkICfHx8kJ+fj4iICHh5eaGwsBDDhw+3do1ERI0iKdg+/vhjrFy5EkuWLIGLiwtmzZqFrKwsTJs2DWVlZdaukYioUSQFW3FxMfr37w8AcHV1RUVFBYDa00C++OIL61VHRIpyW2/A4LQfMDjtB9zWG2RbjqRg8/X1xdWrtUMrBwUF4cCBAwBqhwyXcCEDEbUQAgKnLt/Aqcs3IOrcbsd6JAXboEGD8M033wAAEhISMGPGDAwePBixsbF46qmnrFogEVFjSToqunLlShiNtTegePnll+Hl5YX9+/fjySefxIsvvmjVAomIGktSsKnVatOoHgAwZswYjBkzxmpFERE1heTz2CorK/Hf//4Xly9fNm293fHkk082uTAiIqkkBdv27dsxYcIEXLlypc57KpXKNMIHEZE9SDp48OqrryImJgYlJSUwGo1mD4YaEd2NCioEeLoiwNNV1kuqJA006eHhgfz8fHTu3FmOmmTDgSaJHJNNBpp85plnsGfPHimTEhHJTtIW261btxATEwNvb290794dzs7OZu9PmzbNagVaE7fYiBxTY/92JR08+OKLL7Bz507odDrs2bPHbAhwlUrVbIONiOyrstqAZ1fkAAAyX4yEzlkjy3IkBVtycjLmz5+PpKQks/PZiIgaYhQC/z1fZnouF0mppNfrERsby1AjomZJUjLFx8djw4YN1q6FiMgqJO2KGgwGLF68GDt27MBDDz1U5+BBWlqaVYojIpJCUrAdPXoUvXr1AgAcO3bMqgURETWVpGDLzs62dh1ERFbTqGB7+umn79lGpVJh06ZNkgsiImVr18pF9mU0KtjatGkjVx1E1AK4uTghb+5g2ZfTqGBbs2aNXHUQEVkNT0QjIsVhsBGRzVRWGxC7IgexK3JQWS3fEGeSR9AlImosoxA4WHTV9Fwu3GIjIsVhsBGR4jDYiEhxGGxEpDgMNiJSHB4VJSKbcpVp1Nw/Y7ARkc24uTjh14XDZF8Od0WJSHEYbESkOAw2IrKZymoDEtbkImFNLi+pIiJlMAqB7N/+1/RcLtxiIyLFYbARkeI4TLClpKSgf//+cHNzg6enp73LIaJmzGGCTa/XIyYmBlOmTLF3KUTUzDnMwYP58+cDANauXWvfQoio2XOYYJOiqqoKVVVVpp/Ly8vtWA0R2Yqigy01NdW0pUdE9ufm4oTfF42QfTl2/Y4tKSkJKpWqwceJEyckz3/27NkoKyszPc6dO2fF6omoubLrFtvMmTMxceLEBtt06tRJ8vy1Wi20Wq3k6YnIMdk12Ly9veHt7W3PEohIgRzmO7bi4mJcvXoVxcXFMBgMKCgoAACEhYXB3d3dvsURUbPiMME2b948ZGRkmH7u1asXACA7OxsDBgywaB7i/1+bxqOjRI7lzt+ssPD6UpWwtKUCnD9/HoGBgfYug4gkOnfuHDp27HjPdi0q2IxGIy5evIjWrVtDpVLJtpzy8nIEBgbi3Llz8PDwkG05zR374Q/siz9I6QshBCoqKuDv7w+1+t4nczjMrqg1qNVqi9LeWjw8PFr8hxhgP/wZ++IPje2LNm3aWNzWYa4VJSKyFIONiBSHwSYDrVaLt956q8WfHMx++AP74g+26IsWdfCAiFoGbrERkeIw2IhIcRhsRKQ4DDYiUhwGmwWWLVuGkJAQ6HQ69OvXD7m5uXdtW11djQULFqBz587Q6XTo0aMHtm/fftf2ixYtgkqlwmuvvSZD5dYnR19cuHAB48ePh5eXF1xdXdG9e3ccOnRIztVoMmv3g8FgwNy5cxEaGgpXV1d07twZCxcutPjaSHvZu3cvRo0aBX9/f6hUKmzZsuWe0+zZswe9e/eGVqtFWFhYvcP9N6Z/6yWoQV9++aVwcXERq1evFr/88ouYNGmS8PT0FKWlpfW2nzVrlvD39xdbt24VZ86cER9//LHQ6XQiLy+vTtvc3FwREhIiHnroITF9+nSZ16Tp5OiLq1eviuDgYDFx4kRx8OBBUVhYKHbs2CFOnz5tq9VqNDn6ISUlRXh5eYnvvvtOFBUViY0bNwp3d3fx4Ycf2mq1JNm2bZtITk4WX3/9tQAgNm/e3GD7wsJC4ebmJhITE8Xx48fFkiVLhEajEdu3bze1aWz/1ofBdg8RERHi5ZdfNv1sMBiEv7+/SE1Nrbe9n5+fWLp0qdlrTz/9tBg3bpzZaxUVFSI8PFxkZWWJqKgohwg2OfrizTffFI8++qg8BctEjn4YMWKEeO655xps09xZEmyzZs0SDz74oNlrsbGxYujQoaafG9u/9eGuaAP0ej0OHz6M6Oho02tqtRrR0dHIycmpd5qqqirodDqz11xdXbFv3z6z115++WWMGDHCbN7NmVx98c0336Bv376IiYlBhw4d0KtXL6xatUqelbACufqhf//+2L17N06ePAkAOHLkCPbt24fhw4fLsBb2k5OTU+czP3ToUFPfSenf+jDYGnDlyhUYDAb4+PiYve7j44NLly7VO83QoUORlpaGU6dOwWg0IisrC19//TVKSkpMbb788kvk5eUhNTVV1vqtSa6+KCwsxCeffILw8HDs2LEDU6ZMwbRp08zG3mtO5OqHpKQkjBkzBvfffz+cnZ3Rq1cvvPbaaxg3bpys62Nrly5dqrfvysvLcfv2bUn9Wx8Gm5V9+OGHCA8Px/333w8XFxe88sorSEhIMA21cu7cOUyfPh3r16+v819cae7VF0DtUFK9e/fG22+/jV69emHy5MmYNGkSli9fbsfKrcuSfsjMzMT69evx+eefIy8vDxkZGXjvvfeabcA3dwy2BrRv3x4ajQalpaVmr5eWlsLX17feaby9vbFlyxbcvHkTZ8+exYkTJ+Du7m66Kc3hw4dx+fJl9O7dG05OTnBycsIPP/yAjz76CE5OTjAYDLKvlxRy9AUA+Pn5oWvXrmbTPfDAAyguLrb+SliBXP3wxhtvmLbaunfvjri4OMyYMcOhtuot4evrW2/feXh4wNXVVVL/1ofB1gAXFxf06dMHu3fvNr1mNBqxe/duREZGNjitTqdDQEAAampqsGnTJvztb38DADz++OM4evQoCgoKTI++ffti3LhxKCgogEajkXWdpJKjLwDgkUcewW+//WbW/uTJkwgODrbuCliJXP1w69atOgMoajQaGI1G666AnUVGRpr1HQBkZWWZ+q4p/WvG4sMMLdSXX34ptFqtWLt2rTh+/LiYPHmy8PT0FJcuXRJCCBEXFyeSkpJM7Q8cOCA2bdokzpw5I/bu3SsGDRokQkNDxbVr1+66DEc5KipHX+Tm5gonJyeRkpIiTp06JdavXy/c3NzEunXrbL16FpOjH+Lj40VAQIDpdI+vv/5atG/fXsyaNcvWq9coFRUVIj8/X+Tn5wsAIi0tTeTn54uzZ88KIYRISkoScXFxpvZ3Tvd44403xK+//iqWLVtW7+keDfWvJRhsFliyZIkICgoSLi4uIiIiQhw4cMD0XlRUlIiPjzf9vGfPHvHAAw8IrVYrvLy8RFxcnLhw4UKD83eUYBNCnr749ttvRbdu3YRWqxX333+/WLlypS1WpUms3Q/l5eVi+vTpIigoSOh0OtGpUyeRnJwsqqqqbLVKkmRnZwsAdR531j8+Pl5ERUXVmaZnz57CxcVFdOrUSaxZs6bOfBvqX0tw2CIiUhx+x0ZEisNgIyLFYbARkeIw2IhIcRhsRKQ4DDYiUhwGGxEpDoONiBSHwUYt1sSJEzF69Gh7l0EyYLBRszRx4kSoVCqoVCo4OzsjNDQUs2bNQmVlpb1LIwfgZO8CiO5m2LBhWLNmDaqrq3H48GHEx8dDpVLhnXfesXdp1Mxxi42aLa1WC19fXwQGBmL06NGIjo5GVlYWgNqhbFJTU013derRowe++uor07QGgwHPP/+86f0uXbrgww8/tNeqkI1xi40cwrFjx7B//37TOG2pqalYt24dli9fjvDwcOzduxfjx4+Ht7c3oqKiYDQa0bFjR2zcuBFeXl7Yv38/Jk+eDD8/Pzz77LN2XhuSG4ONmq3vvvsO7u7uqKmpQVVVFdRqNZYuXYqqqiq8/fbb2LVrl2nwwU6dOmHfvn1YsWIFoqKi4OzsjPnz55vmFRoaipycHGRmZjLYWgAGGzVbAwcOxCeffIKbN28iPT0dTk5O+Pvf/45ffvkFt27dwuDBg83a6/V69OrVy/TzsmXLsHr1ahQXF+P27dvQ6/Xo2bOnjdeC7IHBRs1Wq1atEBYWBgBYvXo1evTogX//+9/o1q0bAGDr1q0ICAgwm0ar1QKovRPY66+/jvfffx+RkZFo3bo13n33XRw8eNC2K0F2wWAjh6BWqzFnzhwkJibi5MmT0Gq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null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + } + }, + "version_major": 2, + "version_minor": 0 + } } }, "nbformat": 4, diff --git a/docs/quickstart/simulation.ipynb b/docs/quickstart/simulation.ipynb index c293cebfc..19a83ea2e 100644 --- a/docs/quickstart/simulation.ipynb +++ b/docs/quickstart/simulation.ipynb @@ -31,13 +31,29 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "c4fbe84d", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:39:04.074588300Z", "start_time": "2026-03-12T12:38:57.431214800Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:50.112803Z", + "iopub.status.busy": "2026-07-08T14:12:50.112564Z", + "iopub.status.idle": "2026-07-08T14:12:53.946064Z", + "shell.execute_reply": "2026-07-08T14:12:53.945094Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ "import numpy as np\n", "\n", @@ -45,27 +61,29 @@ "import brainpy.math as bm\n", "\n", "bm.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "code", + "execution_count": 2, "id": "d0b5bce6", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:39:04.136727500Z", "start_time": "2026-03-12T12:39:04.082590100Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:53.947865Z", + "iopub.status.busy": "2026-07-08T14:12:53.947628Z", + "iopub.status.idle": "2026-07-08T14:12:53.952095Z", + "shell.execute_reply": "2026-07-08T14:12:53.951247Z" } }, - "source": [ - "bp.__version__" - ], "outputs": [ { "data": { "text/plain": [ - "'2.7.7'" + "'2.8.0'" ] }, "execution_count": 2, @@ -73,7 +91,9 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -124,13 +144,21 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "69556409", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:39:04.848350200Z", "start_time": "2026-03-12T12:39:04.142720200Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:53.953877Z", + "iopub.status.busy": "2026-07-08T14:12:53.953750Z", + "iopub.status.idle": "2026-07-08T14:12:54.376253Z", + "shell.execute_reply": "2026-07-08T14:12:54.375347Z" } }, + "outputs": [], "source": [ "E = bp.dyn.LifRef(3200, V_rest=-60., V_th=-50., V_reset=-60.,\n", " tau=20., tau_ref=5., method='exp_auto',\n", @@ -139,9 +167,7 @@ "I = bp.dyn.LifRef(800, V_rest=-60., V_th=-50., V_reset=-60.,\n", " tau=20., tau_ref=5., method='exp_auto',\n", " V_initializer=bp.init.Normal(-60., 2.))" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -163,14 +189,22 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "45b6804ed82895a", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2026-03-12T12:39:05.199950500Z", "start_time": "2026-03-12T12:39:05.059516Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:54.378498Z", + "iopub.status.busy": "2026-07-08T14:12:54.378347Z", + "iopub.status.idle": "2026-07-08T14:12:54.381638Z", + "shell.execute_reply": "2026-07-08T14:12:54.380941Z" } }, + "outputs": [], "source": [ "class Exponential(bp.Projection): \n", " def __init__(self, pre, post, delay, prob, g_max, tau, E):\n", @@ -184,9 +218,7 @@ " out=bp.dyn.COBA(E=E), # COBA network\n", " post=post\n", " )" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -208,14 +240,22 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "8be1733f", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2026-03-12T12:39:11.645427800Z", "start_time": "2026-03-12T12:39:05.374175900Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:54.383455Z", + "iopub.status.busy": "2026-07-08T14:12:54.383319Z", + "iopub.status.idle": "2026-07-08T14:12:57.550596Z", + "shell.execute_reply": "2026-07-08T14:12:57.549612Z" } }, + "outputs": [], "source": [ "# projection from E to E\n", "E2E = Exponential(E, E, 0., 0.02, 0.6, 5., 0.)\n", @@ -228,9 +268,7 @@ "\n", "# projection from I to I\n", "I2I = Exponential(I, I, 0., 0.02, 6.7, 10., -80.)" - ], - "outputs": [], - "execution_count": 5 + ] }, { "cell_type": "markdown", @@ -242,13 +280,21 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "f8a6c731", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:39:11.757991700Z", "start_time": "2026-03-12T12:39:11.674573900Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:57.552257Z", + "iopub.status.busy": "2026-07-08T14:12:57.552102Z", + "iopub.status.idle": "2026-07-08T14:12:57.556157Z", + "shell.execute_reply": "2026-07-08T14:12:57.555220Z" } }, + "outputs": [], "source": [ "class EINet(bp.DynamicalSystem):\n", " def __init__(self, ne=3200, ni=800):\n", @@ -271,9 +317,7 @@ " self.I(inp)\n", " # monitor\n", " return self.E.spike.value, self.I.spike.value" - ], - "outputs": [], - "execution_count": 6 + ] }, { "cell_type": "markdown", @@ -303,20 +347,26 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "8e16cd97", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:39:13.336716900Z", "start_time": "2026-03-12T12:39:11.760992100Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:57.557606Z", + "iopub.status.busy": "2026-07-08T14:12:57.557463Z", + "iopub.status.idle": "2026-07-08T14:12:58.520088Z", + "shell.execute_reply": "2026-07-08T14:12:58.519082Z" } }, + "outputs": [], "source": [ "net = EINet()\n", "\n", "runner = bp.DSRunner(net, monitors=['E.spike', 'I.spike'])" - ], - "outputs": [], - "execution_count": 7 + ] }, { "cell_type": "markdown", @@ -330,37 +380,40 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "a2a602d2", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:39:14.469690300Z", "start_time": "2026-03-12T12:39:13.362729Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:12:58.522094Z", + "iopub.status.busy": "2026-07-08T14:12:58.521942Z", + "iopub.status.idle": "2026-07-08T14:12:59.187952Z", + "shell.execute_reply": "2026-07-08T14:12:59.187064Z" } }, - "source": [ - "Is = bm.ones(1000) * 20. # 100 ms\n", - "_ = runner.run(inputs=Is)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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+ ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 11, @@ -477,7 +535,17 @@ "output_type": "execute_result" } ], - "execution_count": 11 + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "plt.figure(figsize=(12, 4.5))\n", + "\n", + "ts = indices * bm.get_dt()\n", + "plt.subplot(121)\n", + "bp.visualize.raster_plot(ts, E_sps, show=False)\n", + "plt.subplot(122)\n", + "bp.visualize.raster_plot(ts, I_sps, show=True)" + ] }, { "cell_type": "markdown", @@ -548,21 +616,27 @@ }, { "cell_type": "code", + "execution_count": 12, "id": "217204d5", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:39:17.403238600Z", "start_time": "2026-03-12T12:39:17.365275400Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:13:00.762994Z", + "iopub.status.busy": "2026-07-08T14:13:00.762855Z", + "iopub.status.idle": "2026-07-08T14:13:00.765564Z", + "shell.execute_reply": "2026-07-08T14:13:00.764835Z" } }, + "outputs": [], "source": [ "pre_stimulus_period = 100. # time before the external simuli are given\n", "stimulus_period = 1000. # time within which the external simuli are given\n", "delay_period = 500. # time after the external simuli are removed\n", "total_period = pre_stimulus_period + stimulus_period + delay_period" - ], - "outputs": [], - "execution_count": 12 + ] }, { "cell_type": "markdown", @@ -574,13 +648,21 @@ }, { "cell_type": "code", + "execution_count": 13, "id": "b76c3965", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:39:17.423783300Z", "start_time": "2026-03-12T12:39:17.406750800Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:13:00.767078Z", + "iopub.status.busy": "2026-07-08T14:13:00.766949Z", + "iopub.status.idle": "2026-07-08T14:13:00.773169Z", + "shell.execute_reply": "2026-07-08T14:13:00.772306Z" } }, + "outputs": [], "source": [ "class Tool:\n", " def __init__(self, pre_stimulus_period=100., stimulus_period=1000., delay_period=500.):\n", @@ -649,9 +731,7 @@ " ax.set_xlabel(\"Time [ms]\")\n", "\n", " plt.show()" - ], - "outputs": [], - "execution_count": 13 + ] }, { "cell_type": "markdown", @@ -665,14 +745,22 @@ }, { "cell_type": "code", + "execution_count": 14, "id": "f9352b672e39d80d", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2026-03-12T12:39:17.452701Z", "start_time": "2026-03-12T12:39:17.424781500Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:13:00.774617Z", + "iopub.status.busy": "2026-07-08T14:13:00.774466Z", + "iopub.status.idle": "2026-07-08T14:13:00.778295Z", + "shell.execute_reply": "2026-07-08T14:13:00.777600Z" } }, + "outputs": [], "source": [ "class ExpSyn(bp.Projection):\n", " def __init__(self, pre, post, conn, delay, g_max, tau, E):\n", @@ -706,9 +794,7 @@ " pre=pre, delay=delay, syn=syn,\n", " comm=comm, out=out, post=post\n", " )" - ], - "outputs": [], - "execution_count": 14 + ] }, { "cell_type": "markdown", @@ -720,13 +806,21 @@ }, { "cell_type": "code", + "execution_count": 15, "id": "ca22fe03", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:39:17.510711700Z", "start_time": "2026-03-12T12:39:17.482080600Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:13:00.779851Z", + "iopub.status.busy": "2026-07-08T14:13:00.779727Z", + "iopub.status.idle": "2026-07-08T14:13:00.786827Z", + "shell.execute_reply": "2026-07-08T14:13:00.786166Z" } }, + "outputs": [], "source": [ "class DecisionMakingNet(bp.DynSysGroup):\n", " def __init__(self, scale=1., f=0.15):\n", @@ -820,9 +914,7 @@ " self.noise2A = ExpSyn(self.noise_A, self.A, 'one2one', None, g_ext2E_AMPA, tau=2., E=0.)\n", " self.noise2N = ExpSyn(self.noise_N, self.N, 'one2one', None, g_ext2E_AMPA, tau=2., E=0.)\n", " self.noise2I = ExpSyn(self.noise_I, self.I, 'one2one', None, g_ext2I_AMPA, tau=2., E=0.)" - ], - "outputs": [], - "execution_count": 15 + ] }, { "cell_type": "markdown", @@ -850,30 +942,44 @@ }, { "cell_type": "code", + "execution_count": 16, "id": "d942345aa2d6efe1", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2026-03-12T12:39:17.973390400Z", "start_time": "2026-03-12T12:39:17.531695400Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:13:00.788298Z", + "iopub.status.busy": "2026-07-08T14:13:00.788163Z", + "iopub.status.idle": "2026-07-08T14:13:01.018613Z", + "shell.execute_reply": "2026-07-08T14:13:01.017754Z" } }, + "outputs": [], "source": [ "tool = Tool()\n", "net = DecisionMakingNet()" - ], - "outputs": [], - "execution_count": 16 + ] }, { "cell_type": "code", + "execution_count": 17, "id": "47ebe27c", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:39:18.015174200Z", "start_time": "2026-03-12T12:39:17.977904Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:13:01.020309Z", + "iopub.status.busy": "2026-07-08T14:13:01.020158Z", + "iopub.status.idle": "2026-07-08T14:13:01.033129Z", + "shell.execute_reply": "2026-07-08T14:13:01.032389Z" } }, + "outputs": [], "source": [ "mu0 = 40.\n", "coherence = 25.6\n", @@ -884,9 +990,7 @@ " i = bp.share['i']\n", " net.IA.freqs[0] = IA_freqs[i]\n", " net.IB.freqs[0] = IB_freqs[i]" - ], - "outputs": [], - "execution_count": 17 + ] }, { "cell_type": "markdown", @@ -898,37 +1002,40 @@ }, { "cell_type": "code", + "execution_count": 18, "id": "96e97756", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:39:20.545387Z", "start_time": "2026-03-12T12:39:18.044784100Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:13:01.034770Z", + "iopub.status.busy": "2026-07-08T14:13:01.034626Z", + "iopub.status.idle": "2026-07-08T14:13:02.883603Z", + "shell.execute_reply": "2026-07-08T14:13:02.882695Z" } }, - "source": [ - "runner = bp.DSRunner(net, inputs=give_input, monitors=['A.spike', 'B.spike'])\n", - "runner.run(tool.total_period)" - ], "outputs": [ { "data": { - 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 19 + "source": [ + "tool.visualize_results(runner.mon, IA_freqs, IB_freqs)" + ] }, { "cell_type": "markdown", @@ -1010,60 +1120,44 @@ }, { "cell_type": "code", + "execution_count": 20, "id": "e141c3a4", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:39:21.775189400Z", "start_time": "2026-03-12T12:39:21.212834800Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:13:03.209045Z", + "iopub.status.busy": "2026-07-08T14:13:03.208893Z", + "iopub.status.idle": "2026-07-08T14:13:03.451003Z", + "shell.execute_reply": "2026-07-08T14:13:03.450188Z" } }, - "source": [ - "wc = bp.dyn.WilsonCowanModel(2,\n", - " wEE=16., wIE=15., wEI=12., wII=3.,\n", - " E_a=1.5, I_a=1.5, E_theta=3., I_theta=3.,\n", - " method='exp_euler_auto',\n", - " x_initializer=bm.asarray([-0.2, 1.]),\n", - " y_initializer=bm.asarray([0.0, 1.]))\n", - "\n", - "runner = bp.DSRunner(wc, monitors=['x', 'y'], inputs=['input', -0.5])\n", - "runner.run(10.)\n", - "\n", - "fig, gs = bp.visualize.get_figure(1, 2, 4, 3)\n", - "ax = fig.add_subplot(gs[0, 0])\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.x, plot_ids=[0, 1], legend='e', ax=ax)\n", - "ax = fig.add_subplot(gs[0, 1])\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.x, plot_ids=[0, 1], legend='i', ax=ax, show=True)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/100 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { @@ -1076,7 +1170,23 @@ "output_type": "execute_result" } ], - "execution_count": 20 + "source": [ + "wc = bp.dyn.WilsonCowanModel(2,\n", + " wEE=16., wIE=15., wEI=12., wII=3.,\n", + " E_a=1.5, I_a=1.5, E_theta=3., I_theta=3.,\n", + " method='exp_euler_auto',\n", + " x_initializer=bm.asarray([-0.2, 1.]),\n", + " y_initializer=bm.asarray([0.0, 1.]))\n", + "\n", + "runner = bp.DSRunner(wc, monitors=['x', 'y'], inputs=['input', -0.5])\n", + "runner.run(10.)\n", + "\n", + "fig, gs = bp.visualize.get_figure(1, 2, 4, 3)\n", + "ax = fig.add_subplot(gs[0, 0])\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.x, plot_ids=[0, 1], legend='e', ax=ax)\n", + "ax = fig.add_subplot(gs[0, 1])\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.x, plot_ids=[0, 1], legend='i', ax=ax, show=True)" + ] }, { "cell_type": "markdown", @@ -1098,67 +1208,85 @@ }, { "cell_type": "code", + "execution_count": 21, "id": "ad292779", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:40:22.850628400Z", "start_time": "2026-03-12T12:39:21.815266600Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:13:03.452444Z", + "iopub.status.busy": "2026-07-08T14:13:03.452294Z", + "iopub.status.idle": "2026-07-08T14:13:50.203539Z", + "shell.execute_reply": "2026-07-08T14:13:50.202708Z" } }, - "source": [ - "bf = bp.analysis.Bifurcation2D(\n", - " wc,\n", - " target_vars={'x': [-0.2, 1.], 'y': [-0.2, 1.]},\n", - " target_pars={'x_ext': [-2, 2]},\n", - " pars_update={'y_ext': 0.},\n", - " resolutions={'x_ext': 0.01}\n", - ")\n", - "bf.plot_bifurcation()\n", - "bf.plot_limit_cycle_by_sim(duration=500)\n", - "bf.show_figure()" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "I am making bifurcation analysis ...\n", - "I am filtering out fixed point candidates with auxiliary function ...\n", + "I am filtering out fixed point candidates with auxiliary function ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am trying to find fixed points by optimization ...\n", - "\tThere are 40000 candidates\n", - "I am trying to filter out duplicate fixed points ...\n", + "\tThere are 40000 candidates\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am trying to filter out duplicate fixed points ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "\tFound 400 fixed points.\n", "I am plotting the limit cycle ...\n" ] }, { "data": { + "image/png": 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", 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" 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 21 + "source": [ + "bf = bp.analysis.Bifurcation2D(\n", + " wc,\n", + " target_vars={'x': [-0.2, 1.], 'y': [-0.2, 1.]},\n", + " target_pars={'x_ext': [-2, 2]},\n", + " pars_update={'y_ext': 0.},\n", + " resolutions={'x_ext': 0.01}\n", + ")\n", + "bf.plot_bifurcation()\n", + "bf.plot_limit_cycle_by_sim(duration=500)\n", + "bf.show_figure()" + ] }, { "cell_type": "markdown", @@ -1170,69 +1298,87 @@ }, { "cell_type": "code", + "execution_count": 22, "id": "cfc406d6", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:40:57.243997300Z", "start_time": "2026-03-12T12:40:22.953684200Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:13:50.205172Z", + "iopub.status.busy": "2026-07-08T14:13:50.205009Z", + "iopub.status.idle": "2026-07-08T14:14:13.497524Z", + "shell.execute_reply": "2026-07-08T14:14:13.496598Z" } }, - "source": [ - "fhn = bp.rates.FHN(1, method='exp_auto')\n", - "\n", - "bf = bp.analysis.Bifurcation2D(\n", - " fhn,\n", - " target_vars={'x': [-2, 2], 'y': [-2, 2]},\n", - " target_pars={'x_ext': [0, 2]},\n", - " pars_update={'y_ext': 0.},\n", - " resolutions={'x_ext': 0.01}\n", - ")\n", - "bf.plot_bifurcation()\n", - "bf.plot_limit_cycle_by_sim(duration=500)\n", - "bf.show_figure()" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "I am making bifurcation analysis ...\n", - "I am filtering out fixed point candidates with auxiliary function ...\n", + "I am filtering out fixed point candidates with auxiliary function ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am trying to find fixed points by optimization ...\n", - "\tThere are 20000 candidates\n", - "I am trying to filter out duplicate fixed points ...\n", + "\tThere are 20000 candidates\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am trying to filter out duplicate fixed points ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "\tFound 200 fixed points.\n", "I am plotting the limit cycle ...\n" ] }, { "data": { + "image/png": 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", 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" 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 22 + "source": [ + "fhn = bp.rates.FHN(1, method='exp_auto')\n", + "\n", + "bf = bp.analysis.Bifurcation2D(\n", + " fhn,\n", + " target_vars={'x': [-2, 2], 'y': [-2, 2]},\n", + " target_pars={'x_ext': [0, 2]},\n", + " pars_update={'y_ext': 0.},\n", + " resolutions={'x_ext': 0.01}\n", + ")\n", + "bf.plot_bifurcation()\n", + "bf.plot_limit_cycle_by_sim(duration=500)\n", + "bf.show_figure()" + ] }, { "cell_type": "markdown", @@ -1244,55 +1390,49 @@ }, { "cell_type": "code", + "execution_count": 23, "id": "d9e6e771", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:40:57.742936200Z", "start_time": "2026-03-12T12:40:57.292823100Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:13.499109Z", + "iopub.status.busy": "2026-07-08T14:14:13.498962Z", + "iopub.status.idle": "2026-07-08T14:14:13.653247Z", + "shell.execute_reply": "2026-07-08T14:14:13.652437Z" } }, - "source": [ - "runner = bp.DSRunner(fhn, monitors=['x', 'y'], inputs=['input', 1.0])\n", - "runner.run(100.)\n", - "\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.x, legend='x')\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.y, legend='y', show=True)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 23, @@ -1300,7 +1440,13 @@ "output_type": "execute_result" } ], - "execution_count": 23 + "source": [ + "runner = bp.DSRunner(fhn, monitors=['x', 'y'], inputs=['input', 1.0])\n", + "runner.run(100.)\n", + "\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.x, legend='x')\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.y, legend='y', show=True)" + ] }, { "cell_type": "markdown", @@ -1330,16 +1476,24 @@ }, { "cell_type": "code", + "execution_count": 24, "id": "9bfddfb6", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:40:57.806514600Z", "start_time": "2026-03-12T12:40:57.790524700Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:13.655036Z", + "iopub.status.busy": "2026-07-08T14:14:13.654901Z", + "iopub.status.idle": "2026-07-08T14:14:13.657598Z", + "shell.execute_reply": "2026-07-08T14:14:13.656755Z" } }, - "source": "PATH = '../../brainpy/dyn/rates/data/hcp.npz'", "outputs": [], - "execution_count": 24 + "source": [ + "PATH = '../../brainpy/dyn/rates/data/hcp.npz'" + ] }, { "cell_type": "markdown", @@ -1365,33 +1519,41 @@ }, { "cell_type": "code", + "execution_count": 25, "id": "dc569420", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:40:57.874290300Z", "start_time": "2026-03-12T12:40:57.809153800Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:13.659045Z", + "iopub.status.busy": "2026-07-08T14:14:13.658902Z", + "iopub.status.idle": "2026-07-08T14:14:13.675649Z", + "shell.execute_reply": "2026-07-08T14:14:13.674790Z" } }, + "outputs": [], "source": [ "data = bm.load(PATH)" - ], - "outputs": [], - "execution_count": 25 + ] }, { "cell_type": "code", + "execution_count": 26, "id": "05e72272", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:40:58.042494900Z", "start_time": "2026-03-12T12:40:57.919159900Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:13.677322Z", + "iopub.status.busy": "2026-07-08T14:14:13.677180Z", + "iopub.status.idle": "2026-07-08T14:14:13.684738Z", + "shell.execute_reply": "2026-07-08T14:14:13.683766Z" } }, - "source": [ - "# The structural connectivity matrix\n", - "\n", - "data['Cmat'].shape" - ], "outputs": [ { "data": { @@ -1404,22 +1566,28 @@ "output_type": "execute_result" } ], - "execution_count": 26 + "source": [ + "# The structural connectivity matrix\n", + "\n", + "data['Cmat'].shape" + ] }, { "cell_type": "code", + "execution_count": 27, "id": "bcdff2d9", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:40:58.106728700Z", "start_time": "2026-03-12T12:40:58.045492700Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:13.686351Z", + "iopub.status.busy": "2026-07-08T14:14:13.686207Z", + "iopub.status.idle": "2026-07-08T14:14:13.690873Z", + "shell.execute_reply": "2026-07-08T14:14:13.689953Z" } }, - "source": [ - "# The fiber length matrix\n", - "\n", - "data['Dmat'].shape" - ], "outputs": [ { "data": { @@ -1432,22 +1600,28 @@ "output_type": "execute_result" } ], - "execution_count": 27 + "source": [ + "# The fiber length matrix\n", + "\n", + "data['Dmat'].shape" + ] }, { "cell_type": "code", + "execution_count": 28, "id": "6f0a53fe", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:40:58.201744600Z", "start_time": "2026-03-12T12:40:58.108727500Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:13.692263Z", + "iopub.status.busy": "2026-07-08T14:14:13.692123Z", + "iopub.status.idle": "2026-07-08T14:14:13.697739Z", + "shell.execute_reply": "2026-07-08T14:14:13.697032Z" } }, - "source": [ - "# The functional data for 7 subjects\n", - "\n", - "data['FCs'].shape" - ], "outputs": [ { "data": { @@ -1460,7 +1634,11 @@ "output_type": "execute_result" } ], - "execution_count": 28 + "source": [ + "# The functional data for 7 subjects\n", + "\n", + "data['FCs'].shape" + ] }, { "cell_type": "markdown", @@ -1472,13 +1650,32 @@ }, { "cell_type": "code", + "execution_count": 29, "id": "60c8b649", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:40:58.710772800Z", "start_time": "2026-03-12T12:40:58.205745800Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:13.699132Z", + "iopub.status.busy": "2026-07-08T14:14:13.699000Z", + "iopub.status.idle": "2026-07-08T14:14:13.909409Z", + "shell.execute_reply": "2026-07-08T14:14:13.908531Z" } }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "\n", @@ -1497,23 +1694,7 @@ "axs[2].set_title(\"Empirical FC of subject 1\")\n", "fig.colorbar(im, ax=axs[2], fraction=0.046, pad=0.04)\n", "plt.show()" - ], - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ], - "image/png": 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c/S4uLk7x9vbO0281btxY6datW558FrdvLew6iUiZP3+++l1uv6PT6ZQvv/xS/f7cuXN5+pTMzEy1b8wlLCxMMRqNyty5c9Xvjhw5kqeec+nWrZtCRMqyZcvy9cnXvWPHDoWIlDfeeEO5cuWK4ubmpgwePLjQ62QY5u6msL7CaDSq2+X2GT4+PtC+TZ8+XSEipXnz5jA2ffTRRxUnJyclMzNT/S63jf7222/V75KSkpSqVasqLVu2VL/LHe///vvv6nf2tFerV69WiEhZtGhRnm217XV6ejr4srOzlSZNmig9e/aE7+V5S0EUVI657e/ff/+tEJHy3HPPFXmsgrh165bi5OSk9OnTB/qAjz/+WCEiZfXq1ep3ufOe3L67IBISEhQiUt55550iry+/uY1cPrn3VEhIiJKdna1+v3DhQoWIlO+//179Tq67zz77TNHr9TAnVBRFWbZsmUJEyv79+xVFUZSLFy8qer1eefDBB/P0hdo6LqgPLw6l2Ze5N+E1lBWU5ORkIqJ8lyfnx7Zt24iIaOrUqfD9Cy+8QESUJ5yzUaNG6i/fRDkr0erXr09XrlzJc+yJEyfCrxJdunQhq9VK4eHhRET066+/UmJiIj366KMUGxurfgwGA7Vr104N0YyJiaG9e/fSE088kedXnoJ+9SjOdbdt25Y6d+6sfufm5kYTJ06kq1ev0pkzZ2D7sWPHggZBbhnkd935MX78eDVtMBiodevWpCgKjRs3Tv3ey8srT1kaDAb1vDabjeLj48lisVDr1q3pr7/+suOKiZ5++ulibdekSROaM2cOffrppxQaGkqxsbG0bt06cnDgBbQMwxTNkiVL6Ndff4VPUUyePFlN63Q6mjx5MmVnZ9Nvv/1GRERff/01eXp6Uu/evaG/CAkJITc3NwjpJ8qRMQgNDS1R/u09V3H6xe3bt1OHDh3gjw+8vb1VKQF7KKpvLQptf5Tb77i6utIjjzyifl+/fn3y8vKCazAajWqIjdVqpbi4OHJzc6P69evb1R8ZjUYaO3Zssbbt06cPPfnkkzR37lwaMmQImUwmu0ORGYa5O8mvr/j555/zbPfwww+Tp6enardr146IiB5//HEYm7Zr146ys7Pp+vXrsH9AQABEwOSGNR4/fpyioqIKzWNx26tvv/2WqlSpQs8880wen7a91mqbJiQkUFJSEnXp0sXuMb2WQYMG5SnH3P7P3nlhfvz222+UnZ1NU6ZMgTDLCRMmkIeHR4l0yp2dncnJyYl2796dJ7y0NEycOBFWsj/99NPk4OCgznfz4+uvv6aGDRtSgwYNoM/v2bMnEZHa52/ZsoVsNhvNnDkzT7hpSeejDFMUPPuuoHh4eBARUUpKSrG2Dw8PJ71en+cfcvz9/cnLyyvPID+/pc+VKlXKt0GVt61UqRIRkbrtxYsXiYjURk8m91pyJwVlKX4ZHh6udupaGjZsqPq15yvqWopC3t/T05NMJlOekC5PT888/7yzbt06eu+99+jcuXNkNpvV7/P7x6qCcHBwoMDAwGJv/9JLL9GXX35Jhw8fpvnz51OjRo2KvS/DMP9t2rZta5d4t16vp1q1asF39erVIyJStWUuXrxISUlJ5Ovrm+8xcsWlc7GnfZSx91zF6RfDw8OpQ4cOebYryb/TlaY/MplMeWQdPD09KTAwMM+kwtPTE46Z+496n3zyCYWFhZHValV9crhZYVSrVs0uoe13332Xvv/+ezpx4gRt3LixwHphGKZiUdy+Ir8xNFGOFld+38ttYZ06dfK0b9o+xt/fv8BzF7e9unz5MtWvX7/IH7B/+ukneuONN+jEiROgV1aalzqBgYHUq1evfH32zgvzI3cuKMtAODk5Ua1atYr9g5AWo9FIb7/9Nr3wwgvk5+dH7du3p/79+9OoUaMKrY+iqFu3Lthubm5UtWpV0KmTuXjxIp09e7ZAyaPcPv/y5cuk1+t5TsSUK/xSroLi4eFBAQEBdv+LTnE7A4PBkO/3iiTIXZxtbTYbEeXoyuXXAN9NK7Psue7i7l+cY37++ec0ZswYGjx4ML300kvk6+tLBoOBFixYAMKxRaFd4VAcrly5or40PXnyZLH3YxiGuR3YbDby9fWlDRs25OuXB9Ol+adVe89V2v7BXkpzvoL2Lc4x58+fTzNmzKAnnniC5s2bR97e3qTX62nKlClqf14c7K2b48ePq5OikydP0qOPPmrX/gzDVGxK026VlrL81+59+/bRwIEDqWvXrvTJJ59Q1apVydHRkdasWZPnj3XKijp16pCDg8NdOZafMmUKDRgwgLZs2UI7duygGTNm0IIFC2jXrl3UsmXLQvfV/ihUWmw2GzVt2pQWLVqUr19++csw5cnd8zaEsZv+/fvTihUr6ODBg/n+Mq8lKCiIbDYbXbx4UV0lRpTzRwiJiYkUFBR02/KZK3rq6+tb4C88RKSuoCjqRaM9vzIFBQXR+fPn83x/7tw51X838M0331CtWrXou+++g+vL/XejXMpy2bTNZqMxY8aQh4cHTZkyhebPn09Dhw5V/0CCYRimLLHZbHTlyhV15QIR0YULF4iIVLHn2rVr02+//UadOnUq00lSftyOcwUFBeX7j935fXe3hsF888031KNHD1q1ahV8n5iYCKu+yzL/aWlpNHbsWGrUqBF17NiRFi5cSA8++KD6D68MwzBFcenSJVIUBdomuY8pLbVr16ZDhw6R2WyG8Ekt3377LZlMJtqxYwf8yc+aNWvKJA/54eLiQj179qRdu3ZRZGRkiV4w5c6Jzp8/D6vas7OzKSwsrNA5XFHUrl2bXnjhBXrhhRfo4sWL1KJFC3rvvffo888/J6KcleDaf3jNPe/NmzfzPd7FixepR48eqp2amko3b96kBx54oNA8/P3333TfffcV2n/Vrl2bbDYbnTlzBqQoZO7WPpypmLCmXAXm5ZdfJldXVxo/fjxFR0fn8V++fJk++OADIiK1kVq8eDFsk/trQUn/Cag4hIaGkoeHB82fPx/CMnOJiYkhopxVCV27dqXVq1dTREQEbKP9NczV1ZWIKE/jnR8PPPAAHT58mA4ePKh+l5aWRitWrKDg4OC7Zmly7q+A2us8dOgQ5JuI1H9TLc61F8WiRYvowIEDtGLFCpo3bx517NiRnn766Tz/7MQwDFNWfPzxx2paURT6+OOPydHRke677z4iInrkkUfIarXSvHnz8uxrsVjKpO3L5XacKzQ0lA4ePEgnTpxQv4uPj893NZ6rq2uZXk9ZYTAY8qxA+frrr/PoN9nTFxfFK6+8QhEREbRu3TpatGgRBQcH0+jRoyHsi2EYpjBu3LhBmzdvVu3k5GRav349tWjRolShkloeeughio2Nhb4sl9x202AwkE6ng1VeV69ehX/3vB3MmjWLFEWhkSNHUmpqah7/sWPHaN26dQXu36tXL3JycqIPP/wQ+oBVq1ZRUlJSieaK6enplJmZCd/Vrl2b3N3doX2vXbs27d27F7ZbsWJFgSvlVqxYAXPKpUuXksViob59+xaYl0ceeYSuX79OK1euzOPLyMigtLQ0IiIaPHgw6fV6mjt3bp7V4fJ89G7sw5mKCa+Uq8DUrl2bNm7cSMOGDaOGDRvSqFGjqEmTJpSdnU0HDhygr7/+msaMGUNERM2bN6fRo0fTihUrKDExkbp160aHDx+mdevW0eDBg+HXhrLGw8ODli5dSiNHjqRWrVrR8OHDycfHhyIiImjr1q3UqVMntXP78MMPqXPnztSqVSuaOHEi1axZk65evUpbt25VJzkhISFERPTaa6/R8OHDydHRkQYMGKBOELRMmzaNvvjiC+rbty89++yz5O3tTevWraOwsDD69ttv7Qr1vJ3079+fvvvuO3rwwQepX79+FBYWRsuWLaNGjRpBx+rs7EyNGjWiTZs2Ub169cjb25uaNGlitw7f2bNnacaMGTRmzBgaMGAAERGtXbuWWrRoQf/73//oq6++KtPrYxiGMZlMtH37dho9ejS1a9eOfv75Z9q6dSu9+uqraqhot27d6Mknn6QFCxbQiRMnqE+fPuTo6EgXL16kr7/+mj744AMaOnRomeTndpzr5Zdfps8//5x69+5NzzzzDLm6utKnn35KNWrUoPj4ePhlPSQkhJYuXUpvvPEG1alTh3x9fQvUXi1P+vfvT3PnzqWxY8dSx44d6eTJk7Rhw4Y8eoC1a9cmLy8vWrZsGbm7u5Orqyu1a9fObp2/Xbt20SeffEKzZs2iVq1aEVHOipLu3bvTjBkzaOHChWV2bQzDlD8///yzGqGipWPHjnnaldJQr149GjduHB05coT8/Pxo9erVFB0dXaYr1EaNGkXr16+nqVOn0uHDh6lLly6UlpZGv/32G/3vf/+jQYMGUb9+/WjRokV0//3304gRI+jWrVu0ZMkSqlOnDv3zzz9llheZjh070pIlS+h///sfNWjQgEaOHEl169allJQU2r17N/3www/0xhtvFLi/j48PTZ8+nebMmUP3338/DRw4kM6fP0+ffPIJtWnThh5//HG783ThwgW677776JFHHqFGjRqRg4MDbd68maKjo2n48OHqduPHj6ennnqKHnroIerduzf9/ffftGPHjjya3LlkZ2erx83NY+fOnWngwIEF5mXkyJH01Vdf0VNPPUW///47derUiaxWK507d46++uor2rFjB7Vu3Zrq1KlDr732Gs2bN4+6dOlCQ4YMIaPRSEeOHKGAgABasGABEdnfh+/du1d98RgTE0NpaWlqfXTt2pW6du1qd/ky9xDl/XevTNlz4cIFZcKECUpwcLDi5OSkuLu7K506dVI++ugj+Ltws9mszJkzR6lZs6bi6OioVK9eXZk+fTpsoyg5fz/dr1+/POeR/1o692+pjxw5Atvl93fjud+HhoYqnp6eislkUmrXrq2MGTNGOXr0KGx36tQp5cEHH1S8vLwUk8mk1K9fX5kxYwZsM2/ePKVatWqKXq9XiEgJCwtT8y7/tfjly5eVoUOHqsdr27at8tNPP+Wb56+//hq+z/2b9ty/HC+Igv4afPTo0Yqrq2ue7bt166Y0btxYtW02mzJ//nwlKChIMRqNSsuWLZWffvpJGT16tBIUFAT7HjhwQAkJCVGcnJzgL8QLOleuL/c4FotFadOmjRIYGAh/Pa8oivLBBx8oRKRs2rSp0OtlGOa/S0Ftfy75tZu57dPly5eVPn36KC4uLoqfn58ya9YsxWq15jnGihUrlJCQEMXZ2Vlxd3dXmjZtqrz88svKjRs31G0K6qsKIr/2tLTnkvtFRVGU48ePK126dFGMRqMSGBioLFiwQPnwww8VIlKioqLU7aKiopR+/fop7u7uChGpx7G3b83vOovT7xR0bZmZmcoLL7ygVK1aVXF2dlY6deqkHDx4MN9r/f7775VGjRopDg4OUOcFnSvXl3uc5ORkJSgoSGnVqpViNpthu+eff17R6/XKwYMHC71ehmHuTnLbsoI+ue1Fbp/xzjvvwP4Fjc3zayNz27EdO3YozZo1U4xGo9KgQYM8++bXjha3vcolPT1dee2119T5lL+/vzJ06FDl8uXL6jarVq1S6tatq+ZjzZo16lxBS37zlvwgImXSpElFbqcoinLs2DFlxIgRSkBAgOLo6KhUqlRJue+++5R169bl29/KfPzxx0qDBg0UR0dHxc/PT3n66aeVhIQE2KageY9MbGysMmnSJKVBgwaKq6ur4unpqbRr10756quvYDur1aq88sorSpUqVRQXFxclNDRUuXTpUp7yya37PXv2KBMnTlQqVaqkuLm5KY899pgSFxcHx8yv7rKzs5W3335bady4sWI0GpVKlSopISEhypw5c5SkpCTYdvXq1UrLli3V7bp166b8+uuvqr+gPrwgcsssv0/uXI7576JTlNukUMwwDMMwDMPQlClTaPny5ZSamlqgaDnDMAxTMoKDg6lJkyb0008/3emsMHcJXbp0IaPRSL/99tudzgrDFMndEbvHMAzDMAxzD5CRkQF2XFwcffbZZ9S5c2d+IccwDMMw5cDNmzcLDH9lmLsN1pRjGIZhGIYpIzp06EDdu3enhg0bUnR0NK1atYqSk5NpxowZdzprDMMwDHNPc+DAAfruu+/o8uXL9Morr9zp7DBMseCVcgzDMPcge/fupQEDBlBAQADpdLpi/evX7t27qVWrVmQ0GqlOnTq0du3a255PhrnXeOCBB2jbtm30/PPP09tvv001atSgn3/+mUWcGYZhGOY2s3LlSvr8889pypQpNHbs2DudHeYOU1HmQ7xSjmEY5h4kLS2NmjdvTk888QQNGTKkyO3DwsKoX79+9NRTT9GGDRto586dNH78eKpatSqFhoaWQ44Z5t5g/vz5NH/+/DudDYZhmP8MV69evdNZYO4SyvLfdpmKT0WZD/EfPTAMw9zj6HQ62rx5Mw0ePLjAbV555RXaunUrnTp1Sv1u+PDhlJiYSNu3by+HXDIMwzAMwzAMw5Q9d/N86LaFry5ZsoSCg4PJZDJRu3bt6PDhw7frVAzDMBWGzMxMSk5OLtEnKSkpz3dZWVllkq+DBw9Sr1694LvQ0FA6ePBgmRz/TsD9EMMwTF5K0w9lZmbe6exXKLgfYhiGyQvPh5DbEr66adMmmjp1Ki1btozatWtHixcvptDQUDp//jz5+voWuq/NZqMbN26Qu7s76XS625E9hmGYUqMoCqWkpFBAQADp9cX7fSMzM5OCa7pRdJS1ROd0c3Oj1NRU+G7WrFk0e/bsEh1PS1RUFPn5+cF3fn5+lJycTBkZGeTs7Fzqc5Qn3A8xDHOvU9J+qGZNf4qKSirROf39/SksLIxMJlOJ9v8vwf0QwzD3OneiH7oX50O35aXcokWLaMKECaq44rJly2jr1q20evVqmjZtWqH73rhxg6pXr347ssUwDFPmREZGUmBgYLG2zc7OpugoK52+GEzuHvYtVE5JtlHjulcpMjKSPDw81O+NRqNdx/mvwP0QwzD/Fezth6KikuhK+Pvk4WHf5CI5OYNqBT1P2dnZ/FKuGHA/xDDMf4Xy7ofutflQmb+Uy87OpmPHjtH06dPV7/R6PfXq1SvfZX9ZWVmw3DBX4s7F8RXS6XIKt6HVW/WHWD1g//2GeLDHe7qA/U5KgpoeYfEH36cO18CuZ/UC+5RDXJ78FkQ9ayWwrxgS1XR9Tf6JiFwVLPbDDtEFHteBCv91zEIVTxLQ2yYGcvF6+8IgtOXhZcMBYaw+o3QZuw2YpLrO1FnAluvXnvrcM+AG2A/8EKSmHaXI9EQdLumtbfUE+7JB/FLhqjiCL01nBlvrl31OigFsm84GdlNLFTV91pAAPrlsZLRlaW85aq9Xe63Fwdcm2pRb+nQ1rShZlG5+m9zd3e06HhGRh5uePNwMRW+oIbcoPTw8oBMqK/z9/Sk6Gtui6Oho8vDwqHCr5MqqHyLS/fshWlhrtOp/J+oM7D+takOwZ0TuA/vt4I5q+qWwveBbWq8D2AvCsB1b3ipNTcemYr13G7wD7NoLcDC0rH5zNf3eBWyLBvphX1nLPRnsIG/R/2WZsU2oJG3r5SP6YbfAW+C78Xd9sP3qhoOdcE38GunX7CL44s7UAtu313mwz3zRSU03GoplfuabLmA3GoL+sa89oaZfaHkJfHo9th9WK7anP4eJfFmlJvt/vXaBbc5yUtNedSPB59DMFezkHficeXQV5Zq8F8cR7g1w/BL+W2uwg3odVdMblz8Kvkce+hHsg792A7vTwitqOvIdzGPwoGNgBzyLvyZvaCLy8WMErgR6rQ/e+8/+0BnsDwbsV9MvbcX6m9XpH7DX/91MTU+5/zfwfbsX9+3d+CTYHbYnqukPa7cF38838Bl7tQOed8lRcd5X798NvnXSeUd22g/2d4fEsz5y8E/gi/wHn5M69/8J9verh6rpgaO+U9MpmQrVmp1don7I3d2R3N0di95Qg6IU3k8zgrLqh65GfKBOWpX1k1R/+M+tYH+z1E5bbDjGOBcVoKZbBl8GX0R0VbCreOA46UikGF9eS8exdzIOA2nG0K1g6zTtqUtD7B+UbNx37Cz8p8wIs8jHwhbY75yKwbbncLyYkN/KxPu0thv2f9+lHQV7rJdot75Kwv6gIWE/dJaugN1CX1tNZ9mwQ2gg/fh6OQX983uK9tTZNR18u45j/TpI4+lurY6r6RuR1cB3/CbaYamib3mwDtb92Vs4N25XC/vhCI2/YW0sG0Waa5jNWM43o0QdBVXH/i85EechJlcc+7h5ifrOSsPxSlamE9iBj+GxKUMcK/s0bpscifeNR1AU2D/+cL+aHjjoZ/Cd3of97K0ULzV9OBb76MebYd+RkIx9S3Ctq2r6egSO3SwWfHYNBqz7hl2PqGlbNpb5kV2dwL6QiPl6bIjo/9Oj0bfg555gy28ghtQS5dyg8Tk1nZJto2afXy33fuhemw+V+Uu52NhYslqt+S77O3fuXJ7tFyxYQHPmzMnzvU5nJJ0up+F30IkCcCJ8MA06fIid9VhYeo3fqHORfNixaM+Tk4fi/wpoyLOveNkkH9dBKvbCzqMr4qWcrgK+lNOWu70r8rXlIdefTnf3lYU+T13jQEGuX3vq080ROxpteeiljlIOfch7v4qBoJ4cJR92Dlp/Xh/aijSI0D4LeunZlctGRluW9paj9np10gvKosD71ZbHX6KwEkWX87F3n9tIhw4daNu2bfDdr7/+Sh06dChgj7uXsuqHtC/lnA3iedPr8LnW+ojyPhdav06Hz6aLtK9BurfdHMTzlm7AZ9PDJN330nldNNsbdLivSe8kbYu2m4O4RgfpRb2bI16/u5M4r7sRry9Z2tZD8lscxb7y9WQ74vV4OKNfm8fCfPn5HXVOBW6b56WcVGdGTdnJL+W0ZUFEZFYKvj4HF2m1rBPaHi66An3u8vXK5azxy/ennA9X+b7S/GBQ2HGJ8t7P2mM56fFXa7lstHUg+2WfnA9tHcjHla/X3VHuh8X28n1f1Hm11ySfV36mCvPLz0FR96s2n3L9EZWsH1IUKymKfVIK9m7/X6as+iEPD2fy8MiZvyia+0K+N83SeNNilfsDzTMj7evqILXxDgX3cUbpPnfS470n39vwUk66r6XfcfM8fwaNLedRfs6ddOLZdJDaJSc97quX+krtNcn9uyNJY22pnLV5tknzEKMUyuco+bX14FxEO+YojT+17Uth9ZWTj4L7O3lb+b7SlrvcpimK9FJOmgMkF7KvTTqPs9Tfu2m2d8pGn5NVai/lvlTTHmZL96Mi5UO+Xwtra92kezBV09/Jz4VcjtnSvoXVn/wsOxiw3dXmyyb3wUU8J9rrNUhlIffZcq+iPbaHtC/RvdMP3an50G0JX7WH6dOn09SpU1U7OTmZqlevTg2t3uoE/pRB/GIfqU+B/R/OxrfLrybjr/DTDOLXgjm6MPCNzcJfP9YY8dcPP80KmWjNCpn8OCet2KtuE2+Lk3T4U5CF8k7sC0Je8VPUyrmKQJxmdZxR6pGzdIU/aAZNB5BdxLZ3Cm0dZUgTbGdp5ZzsL+5xiYhCv60D9g89xC+QPffgLweVpVWFFzUrOWV/nLR60VPBBl17P2ufkZx9C1+tGKM5tq+C+4brkuXNAW1Z2bvCUHu9cp6Lera1fm1Z2BQbpeW3w11CamoqXbokftUMCwujEydOkLe3N9WoUYOmT59O169fp/Xr1xMR0VNPPUUff/wxvfzyy/TEE0/Qrl276KuvvqKtW7cWdIp7hoL6oYW1RqsDmmcufqr6v2j6OOz/3BVcibOxEf6aOuKMWKW1tVVL8PX7C1dw/dMXVyyM+qWBmt45bTP4jm3tAfbm5visDjslfvGeHhACvhVR+OvwV3VxZcStJLH6u2Ft/GU98hr+Cl9bs6onen8T8PnXvQp2zBXss738Y9R0/Nlg8Pm0wolrxJYWYNdpI36JvvBNR/A1egBXZUVIq0pmtDurpteeagS+KV0OgJ0Qj78mezuJtuh4vDRhc8Q23ZLspqYdWriBL3mrtDKuF64eDl8vVmAGjcHVC+FrsT5rjcdVhD/PeUhNjxzzJfhWrx4B9vglv4J9cbZYFVPvf1gHpz7AVXWf1gsA+8F/flfTZwfiy4gFO/BX+Hd7HAd7xjZxP7/d8wj4nvylOdhfjBB5nv9DKPieaH4K7H3nsH7fCxb98LgLuMrur94YLrj0KD6vs/qKlZBf7sOVcU90w3vu4N+Y5wkjvlHTyzY8DL7/PbEB7IhfsX6HTv5CTW9ZMkxNp1uziWgTMRWfgvohZf0k9WWcbtxq1b/nvd2wv7MDtj1nk7C9MdvEuKlOZVylFJuOK2KvJHmBfT1dTNZPJ+F4q4pR/rEBx5COvmJsl3EWV886t8C5U6a14PnRzkh8NsNScf6QZhH7mqVJe1K29NJRVwXsqExxDZkK6lRFKtgum6UfdmPNYkwsi5JEpOJLjmsWnMMmJHipaZMzjp8vp2CdGPVYNk6alWXOJizzuCzsl5LNmuszo88m/eDr6IRLH4P8bgpD+sHK6IzjZycbHqtKhujjXH2xHPWOWEcO0nkdTKKcs1Jx3C6XleLhBba5Xgs1nbET5/YulXCucXJ3O7CPx4v5e5tjjcGXlIF1ciimspo+Kz0XLq44Q5BX3Hv3vKqm3c7FgO/Y7ziekV/K6d1FfRu8sQ5cjHh/+pqwrG6dq6mmjS7S4ghCHKUb+nycj5purL0f9XffohgtFWU+VOYv5apUqUIGgyHfZX/+/v55tjcajRU+BphhGMYedDYd6Wz2vWC3d/ujR49Sjx5ikps72B89ejStXbuWbt68SREREaq/Zs2atHXrVnr++efpgw8+oMDAQPr0008pNDQ0z7HvdrgfYhiGKRybYiGbneGo9m7/X4b7IYZhmMIpj36oosyHyvylnJOTE4WEhNDOnTtp8ODBRJTzD0I7d+6kyZMnl/XpGIZhKhw6m9CIs2cfe+jevbtGGy0va9euzXef48eP5924gsH9EMMwTOEoisVujTjWlCs+3A8xDMMUTnn0QxVlPnRbwlenTp1Ko0ePptatW1Pbtm1p8eLFlJaWpv77UHEIsXqo+nHakFU5FDRMj/al5GVg93cVAqs1dRjSt8XpOtitLbisOkwvlrj62DDMJEEK8XOXQvxu6sXy54/98E8gPr4hLfUuJCT1+AgU1ZywHgUc4zTadbKYf6okwm+Wwj21eU6Q9g2RyuKYA4qzumk0huTzFBWSWl/zpxiXpTBKObTQifLGrOcihwHLfzqgDWksKk+FhUMWFXJa2LHlsFE5NLSw8xaVZ1m7os8eEY7gJuU5SY/1Kx9bmy85T/Izp/XLoZ9y/SVL+yZq7lf5uEWhrQe5DgoLsSWSw3NxuXZRobDa82qPq5B9+Qds/37s3YcpNmXRD70TdUbVl9GGrD568nPY7u1aE8Eedhq1KOYFPqCmPz6Dz967wRhGM+EXzMOwaiJ+oOtbA8E3vyk+f1vCMfR1XQNx7z50EvP0WkB/sN8/hmGlLpomZOBxFPd/PQB1NXq9GKymX/ZH35exuErkyap4vTO3iZC/VZqQEyKiERsxpOPzRvXAfmO7OO++iRhy2up1LKsNnTBMatafIiz4iTqx4Hv8RwxZbCb9M1h4mmiLQ7zxwbxwCv/0o2ErEWKb8jP2B65jcWyQvApjRQLeFOe9PicYfEFDcLCY8CP6e68SUh5XXsNQyPHLfwc7aaMkmv2FqMO457EOGr6J9p7HUAYkcrS4xgNHUWLhvXc/BXvH+1hHS14UoXkntmGY7I+vYIjmwW0iFHbBKysxTxsHgP3wI1vA7v2WCO0NH4Urkw5Kz8GbEzaC/fvWXmr66clrwff6QmwHXhuG5z30S1c1/eyrq/C4yweB3eNVrKNLK9ur6UHv/aGmk9NsRIOpRORo+dg7Gbo7ZUPuVsqiHwr/uZWqT6UNWR17pjtsZznyHtgGqe1VLgkpoN0b8Nmr5pEIdoAU0mjUixB+Vwdsx6wKtoHbt/YB26QJq+3QDsPSIz7H0MFg6Q8ZDGli3vbKU+vBl3IFQ+e/3N1dTXtJoZAnE/E5z07EvrOSkxj3uWdUBt8TATh3/Po6jnObeIjyiMnE8WNDLyybmtKfFWZbRJ3ExmDf+HSP3WCnJuK+CTfEPM1owjF+B/+bYBs1f9ZQtx7OK3UXMc9Xr6M8xY9XRZs4ueNh8EWGY0hxRAKWnZbEZPwTAHcpvPOviJpgV3UVc3+bNE43OmD97nsGw7G9NWG1TRpI84MYlKNo9SjKN9Q5Eaymz5/BP+AJrIJz4Zc7iPLITMZwcb0Ucmq1Yf++Yq4YU+6Nxvuzqx/Wp58UJhz12WA17SCFNZ+MwzpIkP4I4v66YkVYcgSu2DVKYagpFiz3zrUvqOmkaHG/ppgtRIQSYcWF+yHBbXkpN2zYMIqJiaGZM2dSVFQUtWjRgrZv355H7JRhGOa/iE7J+di7D1N8uB9iGIYpGMVmIcVm52TIzu3/63A/xDAMUzDcDwlu2x89TJ48mZdnMwzD5INOKUH4Kr+UsxvuhxiGYQpAseR87N2HsQvuhxiGYQqA+yGVO/7vqwzDMP85bErOx959GIZhGKYMYE05hmEY5k7C/ZDgrn0pt98QTwZdjvbTw9kinl3WkNvpeA1srYYcEdGuMwvVdGBT1PuoacP4/HA9/lV1DZuIfz9jQD0ak6TZlSJpWHnaRHz4yuu47aQAjIV++hZOtrUaV1PWoa7K+4NQ2+f+rSKeP1jSKrgg6bU5Sjpi2jxrNeKIiP52QN2Y6jbUAtDq/MmaXNYilgBd1Wj1VZI012ySnlclBePswzX7+kr6ZTep4HKU82SPTpzsk8tK1tQDDTJJy60o7TNtnmUNOTnPmYR+7T0nn9dVyrN8Xu31yuctTNtOLgtZQ84kaQKmkyjLojTzZLT1IO9b2PUQYXnI91xMERpz2vNqr9emWAkVMZh7jWlVG5KzIeeZfe7KSfV7WUPulSsrwH5H8s+8tl1Nf1S7J/g2R+L9+GAgtjffXhNt13O1UJNk7UXUAxleE9vtbddEiNTL/qiz9cb178F+zncw2DczxHPwRCXcd+71zWDPrCb8b0XtBN/0qni9K2+gftvCIKGT+tQl1ElbXrcf2OMv7Af7+xaN1PTizZjHl2uiBsv6UxguNjxY9CWbI1DLpw52LbQ59QTYrwYI3biN17D9f/ER3PbCsSZquvm4veCLX4p17/0QtigJ799Q09WGo5bNxU9Ri6nmm5iPyFmi/upOPA2+QzM6gt1qaRLYqS+K+vV8FvV3wl7HfqiVH2oXrd4p6nvK5DXg2/beELB79kHdtJ++GKym+z+6BXy7v30A7O5DflbT360aBr4BA34G+9D27mC/3ljU/ZpdPcD35ADUXvztR9TH6jVAiD7u/xLz9HgTLOcfdvQCe9hEoU+3byVqOnZ/7AewTy/pAnbjyUKb8J8FQvMw1WIhonBi7l3MZkcy/ztdc9bos8kacg5tXgDbsvApsA1NhdZUchaOrYP9b4B98DLqdwa4iTH/6SRX8NVxxzGUVkNORidpVnl4JoOdJEn1ptvEuNCSgtqeTu6SzlamGJ95OOGBLNK0xErYXmo14DN12A6nW7HflbWuzZpjO+lx/JhmwX3dHDAjjgbN+NINz2uzYFvraJSuKVtcr6wpF5eOdaTThFrIWmfZ0nlskvaZFnM2zmEyzWhn2bBsHDV6Z8mZ2LEapTrKkPKRpjm2ImkcyrZBmuNpbUsW5tFZKmdrLObLvb7QXHO5HAy+KgGo03jjovAHNr4IvtRo1HZTCilXedZskEJjnCUNPUUzT3EyFP6CysmAR7dmiPJwdEad8ywblquzJOuemCLeM9Tyu6Kmbdn3psZbeXPXvpRjGIa5V2FNOYZhGOaOYrMQ2cxFbyfvwzAMwzBlAfdDKvxSjmEYprzhf19lGIZh7iA5YUMF/8N9QfswDMMwTFnA/ZCAX8oxDMOUMzqbQjo7NeLs3Z5hGIZhCsRmIbLZNxm6V1coMAzDMHcA7odU7tqXcuM9XchZn6Mf8Gqy0Mu4lLwMtpM15P52QL2aLo1fVNM9rBhjv98RY8O/6oi6KiP2i0lwIyvqqhyXNNdkva84vYjTtkix7rOjpGKXwswtGm20SwbUWxjxY12wkzT+c4YE8BWl0aXV3ZJ10VpbfME+6oB6NlptNFnPKyiPVh9eg7cidHRi9KgJYVCwMOSyS9Pk86a+cEUvbTkWphOWH9qyk/eVy6qwY8uaeAk61H2Q97Unz5UlbTTtPSdrvcl1VNi+8nkL07aTy0LWcpO1FrVYyL6XTIXp7RWlT6e9J+X7sah8actKW04K2bncWguvlKsQzIjcRzpdzr21sVFr9fthp1F3StaQe0nSmHuvtvDPiEDdqderNcB9w1GT7Y3qvdX0xIu7wbe5eRuwt4SjxtxDNYVO0I/hAeBbGIx6WNexKab7/FPV9M4oN/AtCEKtt4g00Sa8VaMr+GKzsD1Z2BDtZ84JTbLvW2Eeux9E3bvvW9wH9qMnhabspckHwVfpXWwDjvZsBvaMg/XV9IR62J//eQs15h43NQfb2UEU1tAAbONTo3Cs0LDLUTWd8bcX+Dyew20zPsO2yWWayOPN13D8UncM6u/FfxQIduACcS8cnNgJfO3nnwf78jTs7wPW3y+O++xu8NWci9f72aAaYL88VNTZrxsGg++B574F+6M3xoL99Ogv1fTOr/Ee69pnD9gb1z+iph8btxF8kX+0ALvjw6gx9/Xq4Wp6Yr/t4Du4H7X67uv7G9j7fhaaeT0eRR24V97BduDNCZivn9YMVdMDnv4afMc29Aa71bzLYB+YLnQAO84Q91Rymo0IpQqLD0+GKgQWm4Es1px6Opsk2mJDLM5hZA05h5dxvmT9cLya9nVDDe2kZBy392jyD9i/nxLtZ7ArjmNTzTjevJaKGtQmjYZZ5IWa4AuPxbbHUsiPj9ZMbHvOHWsK9vV0MX9Is8h5wOM66VBHrJJRDLD8E7Et9ZG03G7psJ1u7ST0SuOy8DxtK+O88kYGnjdGo9GVW8eqLT2bidK+Hiah5ZcmaQQmZ0u2WRzr+tXq4ItKxbq3SnptNzSSgeHROMYIT/YEO0XShdPO6JIlPbqYNOzTwlJRM1Crg2cpRI+NiCgxG+/Bylli3O6fHAe+2CQvsDsMjAQ740/R/6dl4lwp8koQ2DUbCR2562fqgO/izWpgy3VyOUXYYdmStqIZ69pZ0uMza8rDquD47GYG1kGqBeszPV7U2cVLtcGXKb02SMjGiYenVlvyjBi7plnMRITjimLD/ZDKXftSjmEY5l6FNeUYhmGYO4uVyO4wIBb0ZhiGYcoK7ody4ZdyDMMw5Q2vlGMYhmHuIDqbhXRFrEDJbx+GYRiGKQu4HxLYVwoMwzAMwzAMwzAMwzAMw5Sau3al3DspCaTX5QSyTzOIuGxZQ27XmYVgazXkiIjOGOLVdJikJTXRglooj+/HmOaNncS+/Q6ihoKsMac9DxFqXLlI+l6F6WwVRXohWmhWnX1LaQrTTZM15NpbUEfgT4coNS3recmaXbI/Xid0uUySFp9ZWg6UToVcrx2aZLJOWGFabrJf9sn6gbLWm/Z6ZQ25ovYtLE/yvkl6PLafTWgOREtafbLGnFYbjahwjUC5/rR5rmpDTYiiNAKL0jksDG15FKUhJ9ev9p4s6tmV99WWVTWb0G6wKga6VJyM54POlvOxdx+mfHk7uCM5G3KejRFn9qnfzwtEPbaZ11CXSqshR0T0wmWhMbeyAepoTYv4C+wFNXqBPT3iVzX9ZeMO4Bv8936wtzRHPaztkVXVdF13bC+upqG+S4g3ttu3Mp01PmwTDsZgezIkKFFNH41DjZl2VVDr9HxSJbCXNBTP9QvHsD35qVVPsPv/9TvYJ+8XmiadPuoBvm9RQo467T0K9sq6YlzxZRhqyDX2xPYkPhvbG61G0i0btheVGl4FO+G80KDxuf8K+j5CDVzP0ajtk/6B0HWq+ihqQJ1fFgJ2zfexf4ieIbSMOszElmrfK63BbvMl7pvwP3GvV56Lff/5Z1BLc0STU2C/9sVgNf3+bNS02rlkMNhPPf4V2J+uH6amJz65HnyrVowEe/xza9X0R4vGgW+StG/cX/XAbugrdAxvXEKNoE7dD4B9bHdHsLsNFs/6/q+wHZjaFZ/Hb74dAPaIKRvU9JeLHwPf8Dmbwb7wVguwO8w7qaZ3v9peTedo+aD2YrGxWYjsXKFwr2r53M2ciwogl3/7IbOmvVEuoVaWoWllsLUackREhmc/VdPHl+wDX9egMLBPXMRnxsNJ9AG/R6FeW6+q2HdcT0dtsHSNVlqipDeXZsZ+KMWCba9VEQOflChsp/38cJ7iq9HHauCBY9Fj8di3GBXMY1yWyGOapFcdn+0DdnUd5iNdo9nla8L+IErSgavtgRpz0emoBwZ5dLAUaqdo9M48nTPAFyHpxDkbRDm6u6eCzxiDx72ehnkyFzL2NEi6KmkW7CtdHUR9avtNIiJvKc+6JLw3ErLEvWEyYCa09yMRUWQ66rWZDKJPS0jBsqhaBTVks0/geMa5t2gTD36HunBdq4eDHRMu/MEdT4Av7mcvsL2c8Z4EfUhpjVSqWdJYw9sVdBx1Uh2kSBpyJulQ8RrN3BoBN8AXexL1FKsYMV8Zmnuuup94D5BiLkW/wP2Qyl37Uo5hGOaeRSEixU6RONaUYxiGYcoKngwxDMMwdxLuh1T4pRzDMEw5o1NKsFKOX8oxDMMwZYROsZBOsVPLx25BboZhGIbJH+6HBHftS7kRFn8y/vuX1XN0Yll1TR0uQw1simFCPazSXyxrwtbkUMEljrhce7oOw1n7HRRha45SuJwc8tbTjEtcdzleV9PphOEe9oRdRulwGXVhIapyuKM9FLWvNlxVpqiQRNl/f7b4O+7tTpHy5sWnjEIh7fUXFnJKVHhYcFH7Foa8rxw6elNacq8lVYf3oBzOqg1ZlX3yvtprKuycRESWUtSRTGWbWDYth99WUnDpuhw23EATsio/uzJy3fvYxLrx63qx7F9RMA92wX/0UCF4KWwv6XQ5g4WtrVqq3398BvuDj2pjmOWMiNNga0NWJ5xbA77VDceA/fSlbWCvqn+fml54DrvsuJcxHKLSWxg+t69TczX9+fk64Gvmhfu2rXMBbN86om1+Z9Ng8A3VhKsSEfXocEhNDwzEkKLsBAxJcWkcDXb6aT+R39Hoiz1SH+yM57G9+fJNEa50bNkX4HtrJoY0xs27DrbvzCNq+td2weCLSvYC2yz9ihuXJdoibXgOEdGNY43ArlxdhEqaL2Kolss0vD5tuCoRkcPz4p5LmH8GfPWfv4x5Wojl7Pum6GdPT8ZxU6d3zoF96WlfsAPXizDphOfwnqr7Hh6rXbuqYO8e9bOa3rN2IPjuG78F7CkznwL7vSni2Xj6rQng++gprN9vlj6qpidPwmfqys62YAe3x3Ld/494Lnp2xnDVKWuHgP32gzvAHv/uGDW9ZvZyPM+rGF5+df5GsFe8I/adOG0d+MLWY0hx7TcwtOuncSJktf87Is/JaTaiwVQybDYim519tI07ovKmZfBlcnfMafvrVBbyALs34POVnIXjIF83DHnXhqxOOt8FfDFj8Tn388cx/5WrwWrawxHDZJOysV3rX/8s2F7eiWo6LQXHrbWDMRxwYxiGi3s6iGOvOYC+/TE4VjuiHFTTukRss3s4oLSDTZbK0QyvjYoJfH/FYb97WoftZ2ODkFFINuOYPz4b911/Bo+9ofd5Ne1eCUNbD/7dHOyYTIxhHNBW9Lux0Rhiu+1vnM/6mkR5RNzENjs+C/PUIRDrpIabGD+7GnHc62vFsVDzqtfAzsgW96RBj2XuoMe2J9gV+5YgTaivVZKJsClot6gWAbb2XK5uOG4wZ+Mc5+YpHBvt/lb04RMH/wQ+SzqW1bgNoWr68k58D/Bhc5yHXJPGFR6O4vp7VMaQ4VZVcJ7iacT+oGMd8XwqUlnUvIZ1f00KGY9JEvk4HhkMviQLhgWb9NimXE8U94L2vKmW0oSvcj+Uy137Uo5hGOZeRafYv/KNV8oxDMMwZUXOv97pit5Q2odhGIZhygLuhwT8Uo5hGKa84ZVyDMMwzJ3EZi2Blk/ZrX5nGIZh/uNwP6RiZykwDMMwDMMwDMMwDMMwDFNa7tqVcp86XCO9Lid2e2xWLfX7LU6oC1PThjHo+x1Rk2aiRcRWyxpysnbUQhvGwr/uIDRZZlsxXt1ZwaLTasgREbW2CI2Wc4YE8JkIY/AzqPjLMA2SGGJZanaVF1odufvM+PfLOx2xDmRNNm2dVYSykO+xwq7HXmQ9N09FaG9oNeKIiIySJmJhGnOyT3tc+diF+coarY6cfD2yhpxczuc0OnLVbKjdoNWJy48YvdBy0F6vTbFR4Yp6hcAr5SoES+t1IBdDTp33+0vo8bwbXAW22xyJOiOvV2sA9rSIv9S0rCH3xNm1YK9tNBrsseeExlzYI6gF0/r9bmD/HILtSZf9f6rp92pWB9/BWBewh/jHgn3zfE01HeiKOjJ7b1UC+wE/8XxFHmkMvhod/wY7Zg/qqFVudkns+3sr8AV2PgH2hjdGgD181FdqetHsseB7ZhBqwbzwHmrMfdNMaL11P3gUz9MItYtiJS0fk0H0NeGp6POphX1Y5GmhV1NvyhXwJb+LOnEeD2IfptWR8xyN/V3kYrwX/OZjnURNT1TTjV+8Ab4Dr2A5t/zGC/Ol0ZHzmhMAvujpMWD/2P8S2FO+6qumP525AnybPsL6WzhB0gFcNkpNyxpy0z59FOz3XlumphctGg++SY9sBvvqn83ADqkr9BMvncb78c1+u8Ce92Mo2CsmiXy98R7q3v31yO9g95g2EuzdH69V06velp7z1QfBvvYm9lP93xPP8i8vC32sdKuZiFADqtjYLER2hg3dq/96dzcTEV2VXB1yxmix6UKTrZpHImwX7I/PeVIyzo+6Bok5kKwh57NmGtjLG+wFu14l0cZfT8d+plklbLdiNZpVMukZzgX6iIiuW5PBdiOxfYKkmWeVxN7j0o+raW8X1GMLy8bjpulxXqa9omRdIvgaeXmCnRRbF+xMq3iG4rOwbNwdsN2u7ojPdbZGj8/BCcfeXibUEZN11DLTsA/XkiBpg1XViTGKhzPqyVbOxOOkSP1dslYXLh0HorJemU6a0yiasbi8bSUjjtvDpL5Uq+WaLa2kcpT06dLNOBdxcxLHruWI94m7J2r32Ww4n3ggROjNpkljHZ8eqCd4bZ3QbWxsRF2/2LREsGOk+zcsVcy7rqZhHmu7YVnopXK9dsuPCuKi9PwlZuP1uSThNcFx9aglmZbtDbb22J6a+zPdgveuXXA/pHLXvpRjGIa5V8nRlLNTQ4E15RiGYZgyQmezks7OsCHdPRo2xDAMw5Q/3A8J+KUcwzBMecMr5RiGYZg7iVICLR/l3pwMMQzDMHcA7odU+KUcwzBMecMv5RiGYZg7iM5ms3vFgc7GHRHDMAxTNnA/JLhrX8rVs3qRgy4npnqNUeiwaLXaiIjC9Slgf9URY8Uf3y9iqafraoBP1pDLkjTJ3rUIzZlR2TXBt96I+nRaTS4ioqMOt9S0rH9ltmN2LR/XJsWwZdGdeVus1eySddFkvb0MHcZ+v2ARZfmepPMna4GVlW5cUVpuhfnl+pPvk8L2LaosCtu3qDwXpudWVJ7lfGl15OR9ZZ04bb6K0q6Tz1saKilCj0HWkCuqnJtYK6vpU4Y48BVVzn42obcRrRdaHAqVQj9PIbJbTpDDV8udBWEZZPj3Xvqnr9DwmvALbvdgIN5vL4XvxOPU6KWmn760DXyyhtyYM+vA/qCu0Muq/TXue6h7ZbBfO4j6WJce8lfTm45gWzqgOj4Hl86iTk69ZmfV9KkjLcHXwAM15g7/2kVNu0s6OHEn64DtVRv73WsHhPZPtfYnwffD2ocxz133gd13zmNq+pcvvwVf4xGoC7d/xA6w63wu2s/f2zfCba+jFpNWM4iIKMhNtJe13FGfJzasGtg1mp1X0+k7sJ1yfgZ1/pKXoDaY86siXzdexnKrPvIynne+P9i+79ZT05eewb4iZB3qvyRM/QfsqhtfUNNx4+eDr8q7TcBe1hPvwZXTVqnpc9s6gW/YO7+B/dnUgWC/9uYaNb1q3mPge2/6crD//FJo173w9ufgu/YVajrW7v8n2H9+LvYN6XEAfGu/ehDshc+tAXvZKpGvGQvxWR3zNOoa7v7mG7C/mSZ08cZ9iPfj6dn1wK77Md4rB8eK+u25Xowvk1MtRO2oZNisJdDyuTdXKNzNVPFIIjeHnPvhikbTKUCSwDh4Ge+hHk3wuT5xUfj9/FE7StaQe/JcV9z3PvGMja2LupK3NDp3RERhiahDFafxV/eKB9/fV2uBXcMB9dvMihj4jGpyFnxHIoNx39hJajrVjAOmGijlRnvjsaxMmqFrDRvqaF5JwXHtKd1psNsaG6ppWfusdWWck+p02LdcjhbjimtxqEl2PhG1v5LN0pT9kuizr0t10LmyND/QNPkRCaiJ+0+8F9jeTlhYJxPF2LtPAPYdOmlOei0NdePSLCLP/tLYwCyVlacTjqO0unG+kg5ethXrJEXSlMvS6MRlXsO5f/IV3LZlIPa7RyPEHLV5Vex3t77TFuxnaon28Hg8Po8xmbIuHOKk+cLPiHWbbsV2Nk46loNe+PVSHQS54XsRz2zUsmvqLzTwL8TguKGvezDYWVJzH1pXjNFuxFcpcDu74H5Ihf99lWEYhmEYhmEYhmEYhmHKmbt2pRzDMMy9is6mI52dvwzZuz3DMAzDFESOwLa9/dC9uUKBYRiGKX+4HxLwSzmGYZjyhsNXGYZhmDsJhw0xDMMwdxLuh1Tu2pdypxziSKczERFqOoXpk2G7GjaMXx+xH2euGzsJ/YJ+B1EH53UH1HPRasgRoc6WrCHXOzsQ7F+dMO5cq61l1ZVckFDWkLNHj64sKUp3S0tRumnvOYiy7JONdfCLUyQerBRlp8UeDTnZL+ui2aMxZ4+GnL15lvXctLpq8nnlPMv+wvaVdQ21z0VhvvzyXNj1FoVWR85erT6tjlw1G+plXNenFnperY6c9nptipXSishzgSg6+zshhVfKlTfLW6WRm0NOnY/6RehUDauGyg/fXsN26o3qvcGeHvGrml5V/z7wjT2HOnFaDTkioucufqqmj/bA47b5/QTYZ/vjHTl7p9D06l0VtW3OJKB2T49uqNd2/bzQ+qnphm3Nn7EmsB9oJjRKIm9WBZ/JE/VNkq6gXk+VYLHvpV2o1xLa53ewx61Eva/t80TZPDluAvi29T4CdoeNqLf3WUOhwdPn8N/gW1wTdVYupbiAXdkk2oSjsagDVKUW9mE3zghNvVrDjoEv5m0vsH2GoeZO/Bvn1HS1J9F3/r2mYActw3zEvSy0eIPnY31deRbvk6DvUL8t4cl5atp5LtZJ8iuo+zdpVATY61YL3bQnZm8C37EFqFM18sXPwF42R2iyPTkVtdwWLcTn4oX3vlTTq199BHyjn/gC7MhfW4HdoqO4N8KOokbeiNBfwd70+VCwJ01fraa/efNR8H06dT3Yq1/AfZ945yc1/eMr2A48sPI82LdmYl/Z7iPR552cJDS7Ui0lV6HhFQoVgyORQeRsyNHBup4u9KGMetRuC5C0pH4/1QxsDyfRjl+5Ggy+epVQ602rIUdE1GLn42r604Z7wHd/8+OY33MNwTYaxPgsRdLGcnNCfWCjHu/HTIvoWxVJY7qedyzYf8YK7bDaODWk2Cw8rqM0/Y3XZMOkR1+SGfv3YCvq4F1LF/mq74Fj4GPxqCHn7YTPT4Bngpr294/GPIahlrnZhuN4P89ENV0pBS/4cjhqmzpqiq62L851ZX02Zwe8hnSrl5qW9csMkm0y4PW5a46VLOm+BUr369kkHJu7O4hjJWRhH6a9l4mI0rKwzpLNODfRUsmI7wL2XEE93UA3MSfw9MB3Dg9UPQr2B7uFnm5jT9S9k88j8911Ma6wSnP7JlbMv8mIc5yELPEcVXXFcrQpWH8+rjjHSdLoD1aWtPpsCo4LfUyYL63eXnV3MaY0lOLdBPdDgrv2pRzDMMw9C//7KsMwDHMn4RUKDMMwzJ2E+yEVu39i27t3Lw0YMIACAgJIp9PRli1bwK8oCs2cOZOqVq1Kzs7O1KtXL7p48WJZ5ZdhGKbio5TwwxAR90MMwzClRWdTSGez2fnhjigX7ocYhmFKB/dDArtXyqWlpVHz5s3piSeeoCFDhuTxL1y4kD788ENat24d1axZk2bMmEGhoaF05swZMplM+RyxaLThYz42XPp8xoBLrhtZcTl3v4NiTbKjFMI324phF6OycamwHLKqRQ5XlcPl5JDGkpJOlqI3KiHaPMthhUE2XHIdLoUNt7b4qumjDrfA19yCf7f9twMuMR+SFaSmvzPiX1HLFBbuaE8Z2xtGqfXbE64q71tUmGVh2BNiW9SxiyqrwvaVQ1IL85VluKqMNnRUPm91KYw9Ui/9Jbgils3L4apF5Vlb/9rzKlRwuRSJrQThq/xHDyrl1Q/FpnpQuiHnvts5bbP6fde3BsJ2z9XC37cmXtwN9peNO4i8ncM2IewRDPes/TWGs2pDVlv/jqF1h7qFgv3p0dpgL1+0Qk3vXdIPfN1bYSjlhDWDwO7hJ/rOW5mOkg/DH+f83l5Nd/ZF3/Iv8Lwj60SBPXmzCPH4oRuG2Pp9iOfd3eEy2K6viDCM9EXLwef8vCvY4cMxlKTZFvE8Rc/A/nzpGjxvZSl0pKom1GtYwHXwJUVi6GtAEzEJj/kF66fS89huJX4iSRLMDVHTZ5+4Ab5GE6VQ2JkoBeG9WOx7dcIV8AVuaA127GgM9wz8coaajnj4I/D5vIOhW38Mx9CfJ974Rk1Hf1cHfC3fxDHV6bkYzjpx7X41vft5vB9f+HgL2BGr6qnp0euwLOKXYB5rDPkH7LOfifu1weA/wLfy/TFgjx6K5507e6KafvWnE+AL7tgY7EsncXz6WT/xLDy0vxL4lrTBMddT27Csjo0X92STH0XIbXJyFlGN36hE2KwlWLF9b65QKAnl1Q9dSzeRUZ8zhjmdJMYnrg54jNNJ2OYFu2Jo6O9Ror3xcKwMvuvpOO4ZWzcGbG3I6viz3cD3Xh2pT0vF9lMb/dnUC9u400kY0uggLRUx6sUXMckYWheXgbICBs0QKcvO+9qqiOs3K7izj6MU6mrBsZiXo9j3cgpeu7cRy/V6Bh5r3zUxH8oMxzmoIg2fnfT4xb4oMQ9LyMaCk0eL0Rli36/PNEJfJu4rj9rD07QhqNhupZhx32RpWJxpFUczGaQQ4nicz7s74JnD0kSotkm69rQk3Dc+Wzq2JlvuaZLMjgXbWjlE849b4j1CuBQWHCEdy1WT58NxeD+6O2AeM6UxvI2EJIWXwQi+fxJx3nlWuvedNNdnMuD1VHPGSoiRQntru4vzRqRhGyJFj9P1dKxfF4PY/kSCCDfOsmFbYxfcD6nY/VKub9++1Ldv33x9iqLQ4sWL6fXXX6dBg3IGVOvXryc/Pz/asmULDR8+vHS5ZRiGYf7zcD/EMAzD3Em4H2IYhmHKipIrxOZDWFgYRUVFUa9evdTvPD09qV27dnTw4MF898nKyqLk5GT4MAzD3NMoupJ9mCLhfohhGKYYKNZ/VynY8VHuzRUKZQ33QwzDMMWA+yGVMn0pFxWVE5bi5+cH3/v5+ak+mQULFpCnp6f6qV69er7bMQzD3CvobCX7MEXD/RDDMEzR6BRbiT5M0XA/xDAMUzTcDwnu+L+vTp8+naZOnaraycnJhXZECXrUhTFJml3HHVAHQasxJ+vPyXpfsoZc7+xANS1ryMkUpvdVGl2tovTLSoM2X/JxZQ252laMZ9fqyMk6frKGXF3N32kToY5cBwvq7xx0yH+wUloK0wkjKrycZV9ROnHafQvz5Zevwnz2aMzZu29h3M4824NWz02uP1lDTqs/R0SUpBM6JvZqBGr9Wp9SmmeRNeXuKgrqh7oN3kEeppxyP7a1h+qf3xT/Rn7tRWzHNjdvA/bgv4VWVtzLuG/r91Gf51B31Ppp8/sJ4ZM05Nrt2QG2+SvUFFo0bayaHtd7J/jOn6kP9hN1o8H+SaONFloN+9XdN1E3dHS9SDV9MAo18kbXvQn2dklzbVO7C2p6xG7s+w90RZ2V9ntOgh09QejbuEwFFx3uHgJ2jS8PgR3/rNBh8ZsXCL5vm2MfdjIOr7dOG6FRdvFwC/BVa3YB7FvnhE6QbwMcY0TM9AK71mOoGxcz7W813WjUJfCd+Bjvm3qbgsBOfPaIyNPKpuCLHnsA7Jqbp4B9bfhiNV1l3YPguzBwL9g9nt0H9l8fdVfTLV8/C74bH+G93ehV1JQ9Nl3ck90X/AW+bS92B/v+T06r6bOv+4Cv8UjUibv+QxOwGz4i/BFbW4Fv5EDUdPxy8wCwX/vuTzW9fCjeY9e+2Qp2s6b4LBw5IcY3v/TEsezEXzPA/vwBvCeH7xNaPmcHivsvzVIabVPW8rmbKKgfSjYTOf0r9lTFKMYBVmliWscd76FUM46DelUV4/qkbNRya1YJ6/VWOvYl9zc/rqZlDbkXLnUCe27wn2DrdWLclyWNY2q44nnPJuFakSiL0CjNtuLYzWiQxteaXX2MeNxkM+bZLOl1p1hEWcrlWsMV7WQzlp1ZE8UQUhn794Qs3LZ5JdRc1dZRHQ/0xUqaeVYpWqKSUYxrUa2U6M9YrD9nB7Fvy8o4F45McwM7MRvLKtsq8mgyYLkqkvCdEauIHCHLuG0lJ6yDq7Jem0ZHLk3S8avqjPumW3FfLR5OWH/1PVH/LE6qo6FBYj5xXXoOuvhj2e24Lvq0mm6YJ1kT0CzVn0OyZj4hbewqvZ2p6YbtfJpFFLS7A9aJfJ/UcsO+Js0iDl7bDduMzZGoMVfPA59HD0dxrkBXsW+GNZsIh5DFh/shlTJ9KefvnzPYjo6OpqpVxWAkOjqaWrRoke8+RqORjEZjvj6GYZh7kpL8m+q9+WdDZQ73QwzDMMXAZivBj0P35gqFsob7IYZhmGLA/ZBKmYav1qxZk/z9/WnnTvGLfHJyMh06dIg6dOhQyJ4MwzD/IXJXytn7YYqE+yGGYZhiYLOV7MMUCfdDDMMwxYD7IRW7V8qlpqbSpUsijCIsLIxOnDhB3t7eVKNGDZoyZQq98cYbVLduXfUvwAMCAmjw4MFlmW+GYZiKS0n+uIH/6EGF+yGGYZjSobPZ7NYq1d2jk6GSwP0QwzBM6eB+SGD3S7mjR49Sjx5CWydX/2D06NG0du1aevnllyktLY0mTpxIiYmJ1LlzZ9q+fTuZTKaCDpkv9ayVyKBzJiKicxotOHcFY79TNFpRRHn1vrQ6cj3N1cC3y/E62LIOlVZHzl5tLK1fzpNZ0rAq7FhlqclVGEUd97IhqUCfrNUnc9GQCPY8J6EbNIMi6U4g64jJFFYesk5cYfuWZf3J+w7Pqgn2lxpNxKLO6yk9R1rNtZYW1OeRdRoLozS6d0Wd91UKVtPzdVfBV93mDrasMedjc1bTMXrUUChpnhWOJ71jlFc/VHtBIOl0Ododm5uLZ2ZLOGpFDa+J9+qWcNRN29K8nZqu9NZ+8P0cgvfRawdR6+1sf6Ez8+lRVI6RNeQcH0FNmkPdhGbXzC33g6+1N24r65BMaX9UTZ+KwLZmUocjYDu7iWN1HoO6Wqe/6Qr2mwN+BfviH0LT69Dcb9H3W3uwUz9LBHv17GFqOn3xevBtXokC65kfodaP5/NCj+7sYNTuSU7CPq2GL4qlbN/aR02nWXDckLUXbWeT0HNxuISaebXGoebaicWdwW4xRZTzzS8agq/5MNQIPDIU9QbbvizGN/uGoN5cl+moT3d1yBKwazyfqqavjf4BfM2evQy2xyNYzge6iv5x6f/6gO/hdvivk/369QL7i5HimgIGov7cwV5XwV4/Vug2PvYo3jffvfsI2C2DMc9vzZugpnvVQF27Bj/geU71RY1Any6ibC4Mw2e52lCs34gZ28F+ucsTavqdaSvA91m/x8B+4p2fwP45VLR3fV8V501OV4hQIpApJ8qrH5oxdCt5GHMCmxxcRHuibYeIiEwOODa9lorjouvpYhzUvz62PbFJXmCHJaJW9JFzov0JS8U2TtaQm3kV221l64tq2vIPtsMGL9S7Gvnqk2BbNWJT1yXts+Px2G5fTBXj2Esp2J/5SUWeLI0R27qJstqUgnqWtlhJk1OPmqPJSWLsGpXhDD4PFFWj76NQdO3nJ39R00afRPDt+x7bdKsULXHf2C1qOusa1lfCV6gFGpMl5qHtm/0Dvpo3cDzToNthsNNvirbY0RXHz6RgwJ2jZyrYWXEeVBCWDKyU1ATc1itAaJeb07BcFVlfryfOJZUEocGW/E8w+PSO+Jxc+Af71kM3hZ7nqPt/AV9mMo65LiSJPvtMIj4XCx7YDXZSghfYjzuKPMbEY3+nk/X3PFHnvdZojb5uHD5T0Xsag33yQl2wQ1qI+rdKWot/xPQE22TAl1/VXEX9tm10Rk2nmK1E5+iuZsmSJfTOO+9QVFQUNW/enD766CNq27ZtgdsvXryYli5dShEREVSlShUaOnQoLViwwO722x7sfinXvXv3PIKEWnQ6Hc2dO5fmzp1bqowxDMPcs9ioBMKmtyMjFRPuhxiGYUqJzVaCfog7oly4H2IYhikl5dAPbdq0iaZOnUrLli2jdu3a0eLFiyk0NJTOnz9Pvr6+ebbfuHEjTZs2jVavXk0dO3akCxcu0JgxY0in09GiRYvszGzxKVNNOYZhGKYY5Iav2vthGIZhmLKAtXwYhmGYO0k59EOLFi2iCRMm0NixY6lRo0a0bNkycnFxodWrV+e7/YEDB6hTp040YsQICg4Opj59+tCjjz5Khw8fznf7soJfyjEMw5QziqIjxWbnh1/KMQzDMGUFv5RjGIZh7iSl6IeSk5Phk5WVlefw2dnZdOzYMerVS8hl6PV66tWrFx08eDDP9kREHTt2pGPHjqkv4a5cuULbtm2jBx544DYUgMDu8NXy4oohkXS6HK0BrV7UTT3Gq3va8O/D4/SoT2BURPy+rCHX2oJLFo863AJbu6+sQWaPVphN8rlK2nVJki5eYcctL42528mMbBH7/5IVtYreMYTJmxeItn6IitaJuxPczvrRasgREfXJFno2vzihvoJcVvI9p9U9lLXcHshGnZxtmmPbo8eWn1+LfN7ukgbkfMeravoFC9437zlgWQTZUJsiXC/0GGSNx5JqBCpUipdk/EcPFYJl9ZuTiyGnvR526qL6/boGeA9tu4a6Wg/VvAH29kih2bKvU3PwddmPejyXHkI9utk7O6np5YtQh2rRtLFgazXkiIja7dmhplc2CADfHzGojfJcq9Ng7zwndEl61j8DvkMXUPdu6JNfqOmwrW3AV6P+FbB3f486SF0f2CWOuxl97R5EPZcDH6LGztDue9T0yo/GgG/c+A1g/7ACdcZODxD12XAL9v2n+mP9ht/AstO+IL+Zjlo37Wuh9kt4tKjPBvejBlnY6hCwG/fAe+HvD4QWYbNHdoHv4g8dwW77PB770NtC66bL/7aBb98CHFh2fvNvsGNWiDFX9Yex7sPXNgH7t3ZVwO72h9BvOz0YtZdW7uuCdv9DYD/3ldA9PBSKv0i33JYI9s2Xt6jp99c8Cr4hjU+BffRKHbC7Boix4K6IGuD7vT3+Vt14G9ZJ5ONi3Fj7S9RXip6K1+s7G499a9YaNb3k4zHge+Yl/MX+u9eGgz3k1c1qeufbfdV0mtVMRJupRChWIpudYxSFX8qVNzq9Qjp9Tj05+or2RdaQkzEZcEycbhXjQC/vxEL3jUvH/sFoEOcyS7eAXof3kFZDjohI1+9dNW2IeAJ97vi86aRhjguJOZ5FOm9CFp43hkTZuCuoN2eVxn16SQtNB2n0mQnL2UE6lovBQZOWxrxFPC4Go9AVc6iO43KdVK46qXB0VYXGnkMi6oqlWqRr0OTD6IbbGp3wRYbBG/3OtkLGntK4VN7XpNFvs6ZiX+nohu1neiJqIDp5ifm+zYJlbnAyE26M82pdVXHfGK9hn+zogXq6pvO1wHbVPFcOzvhOwdMLtQi1Y4FMK9aXyQvfV2RKeoOOGk05V2csN7MZr8fJKL1sctfMcVxRa9HRhNt6OGM5GxxEu+BgwnvOwY5phou30Jq3ZJeiXyhFP1S9Os5PZ82aRbNnz4bvYmNjyWq1kp8fjtP9/Pzo3Ln8hfBGjBhBsbGx1LlzZ1IUhSwWCz311FP06quv2pdPO7lrX8oxDMPcs7CmHMMwDHMH4X+9YxiGYe4kpemHIiMjycNDvKA0Go0F7WIXu3fvpvnz59Mnn3xC7dq1o0uXLtFzzz1H8+bNoxkzZpTJOfKDX8oxDMOUN7xSjmEYhrmT8B89MAzDMHeSUvRDHh4e8FIuP6pUqUIGg4Gio6Ph++joaPL39893nxkzZtDIkSNp/PjxRETUtGlT9Z+0X3vtNdLrb4/62137Uq6+1ZscdDlLPbWhdh/7VYLtVl7HS7BIr1tdNKGi6YTLXc8ZEsCWQ/yshby6lcPw5JA4bciqHFY5w4ihMK9nYaihlg4WvGGu6HEZbrQel7xWBLRl9b7hKvjcpNBemeGaUMpwKQTzV6drpc9cGXM7w43lstrjKELm7A3tLSyEc5tTwfenfD1+NgwZSJbqqJ1F/HX8IceoQo+1Wwo31yKHq8rlHC49J1p/UeGqhaHNo1IBQ8cZ+3jvggMZdDnP2fQAEWr40EkMB3zZfwDYP4ZjG1/XXYQTfH4eQ+neq4nL7zcdwc6+d1URIrB3ST/wjeu9E+yZW+4HWxuyOuHcGvA1dXkY7OhEb7Bb+In2pP1vGP7QXoehTU6fitDQQE/sV9OlkI2QFv+AHXc+SPjuwxDM6CONwG438Dewz+8S4Z1jH/safJd24V/dPzBkK9izVjyupjc0igffpB2eYFdzxv79ixRxrHqGDritC9ZvzUpxajr6UGPw1eiIYaPh+1uC3aTvPuHb3hp8PtWw/bz1LYZKtn1YhC5Hft8CfB0HY1iwchz7hypPCXmA1K8wPDVo4F9gr5gxEexNTUR9f3YI9/1fH6y/U6ewfj8c9rOavnYFr+fsQxhGdPlQM3HcAT+D753N/cFu74thpX2OHFPTswLxWU3MwD7sbH+szxOnA9V05Njj4PtSOu8/A0+Afe2QCP2d+Mh34Lu6Dev3wae/BDt5t3hOeo7ZIr7PUIiwSph7DJeGt8jFOWcMk3FWhE93aHcEtssNcc0l8gLKfCSmivDAtBRsw+V2uroXtokpmcLf1AvHdVlSeKPlH5yXaENW9U9jmLay5VmwXaX4uYwsca4HmmEofeBlfDY/v1K5wOO4S1OL+GxsP00GEdpmVrC/q6Q3gZ2mYFukxSINC72c0K6pYLlbM8UGNixyqqrpO4iITCbpvIkiDNOcWBlcLbyxHz4RL+bOzr7oM0RiG2hLxtVGsWdEeGfVUJQGsMXjeMWaiGWVFeOlpvUOhb95Mbpiues0oa+Okk9vxPm87RqWjd5VnMvREytB54RzgOp1cT6RprnXDc54r2fG4tggxFdIX5gM2N85eWD4qksaPmMZmmcwTep3MqXwVWMq5sN2Usj96Fyx/1YUzGOy9Gy7NRBzOmsS+rycpFB0aTFADc09qb0+p6y798caJycnCgkJoZ07d9LgwYOJiMhms9HOnTtp8uTJ+e6Tnp6e58WbwZAzry7sH7dLy137Uo5hGOaexabL+di7D8MwDMOUBbxSjmEYhrmTlEM/NHXqVBo9ejS1bt2a2rZtS4sXL6a0tDQaOzZHl3nUqFFUrVo1WrBgARERDRgwgBYtWkQtW7ZUw1dnzJhBAwYMUF/O3Q7431cZhmHKm9zwVXs/DMMwDFMW2JQS/OudfasEFixYQG3atCF3d3fy9fWlwYMH0/nz52GbzMxMmjRpElWuXJnc3NzooYceyhNqFBERQf369SMXFxfy9fWll156iSyWkq96ZxiGYe4CyqEfGjZsGL377rs0c+ZMatGiBZ04cYK2b9+u/vlDREQE3bx5U93+9ddfpxdeeIFef/11atSoEY0bN45CQ0Np+fLlZXrpMrxSjmEYprzhlXIMwzDMncSmlGCFgn2ToT179tCkSZOoTZs2ZLFY6NVXX6U+ffrQmTNnyNU1J3zr+eefp61bt9LXX39Nnp6eNHnyZBoyZAjt358Tzm61Wqlfv37k7+9PBw4coJs3b9KoUaPI0dGR5s+fb+cFMAzDMHcN5dAPERFNnjy5wHDV3bt3g+3g4ECzZs2iWbNm2X2e0nDXvpRzVRzI4d/sWTS19fENnJhOCsBY6tlReEkpGk0rq6QBZSJcgmguxd8bmiXNLleN3pc9GnIyl/RJYAfZ8C+jK6KmnLasDNLfkmdKel+ukm7aPgehhfBabUlT7moZZZBQg8xeHbjC9i1LjTlZN85RJ8oyRdJykzUPS6OrVhhpOtR58FJQmyJdc97OZnwuCtOQK4qiylHrv506f8VG+fdj7z52smTJEnrnnXcoKiqKmjdvTh999BG1bdu2wO0XL15MS5cupYiICKpSpQoNHTqUFixYQCaTqcB97mUG+rmQSZ+jR7IiSmjQvBaA2lFvXP8e7IXBD4B9NU1omjTzwjb7YCxqiQyojjoyZxKEPkj3VsfAd/5MfbBbe6eB/UeM0CyRNeROpqMGm4sT6tXdShXiuT0caoFvp3kv2IuD3NT0b+dQN61/S8xzxOVgsBt2Ev5bZ/A8Ae1Pgn3tQHOwazY/q6bP72sDvjohuG/k0SZgd/QVAj4Hb6GeXl13bCMupmB72Vp/n5o+bNkBviZVsU4uxwgNqLYdcdvr+/B6qjXFFUTnfhV6dQ3u+xN8J7d3AbvF+D1gn/2sk5qu2/Vo4fu+gNpo5p3iXndrgbo4sXvqgd3AA+/n1ReFNtM7oQfBt3BbH7CfbIP5unhGHDugKmo+HT/XAOw2zYU24enjTcHXugqKM3191QfsvqZBanrONXx2z7SsBvbBC3jero3FfXXkGGoAtgu6AvaRcw3BDg0VGpCXj2Ke63XB5+Tab3jsal2E/mDUXrFvitlKRCeoRNhsJfhxyL6OaPv27WCvXbuWfH196dixY9S1a1dKSkqiVatW0caNG6lnz55ERLRmzRpq2LAh/fnnn9S+fXv65Zdf6MyZM/Tbb7+Rn58ftWjRgubNm0evvPIKzZ49m5ycnPI79T2Dkk2UO9xzbiHu7YjP28F2Hp6opRse6wt2mlmUU+3g8ELP+fdVbIvdnIQu6ukkLO8akqaVwQv1vXTuYmwqa8jpBn8IdtQobDMcNAFdp8MwTxeSUDsrOlvk0WjG8XGwHucSVkljPMMqngNHHepsWSQNKb0UZGbV+BOysa9w0OHY+1pmFtgGkxir651xDpqSjvpzWk1AIqIgTTYcXLHM5bJJs4iNEy6iXmdCEgrlV0vB6zc4iPrNOINtqc2CZeHohtpvlgwxdpQ11qyZOD+wWrDOFI2dlYjXLuPZCMuVXEXZ2a5LemzJkvb1LdTji9Do67b2wjw7ZeF99E+sKI/r6ZLGfTqOm23SPVmpmlgNLF97XALq5xsM+IzpPTW2pHmbHOeF+0pak5kRIs/WbLye2CzsD6pK9+TFWNG/1zOL89rMpZA1KId+qKLA4asMwzDljGLTlehjD5s2baKpU6fSrFmz6K+//qLmzZtTaGgo3bp1K9/tN27cSNOmTaNZs2bR2bNnadWqVbRp0yZ69dVXy+KSGYZhmLsJu0OGbKqWT3JyMnyysrKKOFkOSUk5PzR7e+dMfI8dO0Zms5l69eqlbtOgQQOqUaMGHTyY84Lm4MGD1LRpUzXUiIgoNDSUkpOT6fTp02VSFAzDMMwdoBT90L0Gv5RjGIa5B1m0aBFNmDCBxo4dS40aNaJly5aRi4sLrV69Ot/tDxw4QJ06daIRI0ZQcHAw9enThx599FE6fPhwOeecYRiGuZupXr06eXp6qp9cgezCsNlsNGXKFOrUqRM1aZKzcjUqKoqcnJzIy8sLtvXz86Oof1cnR0VFwQu5XH+uj2EYhmEqOndt+CrDMMw9S0n+uOHf7ZOTMUTFaDSS0YhhANnZ2XTs2DGaPn26+p1er6devXqpqw9kOnbsSJ9//jkdPnyY2rZtS1euXKFt27bRyJEj7csnwzAMc/dTCi2fyMhI8vAQYW9yH5QfkyZNolOnTtEff/xh50kZhmGYe5Jy0pSrCOgURbmrriw5OZk8PT3J1Wkm6XR5dYzuCj2o20xVm4iFj9ehToBVh3eun2ZbvVQ23jYcJEUYUsC2acouSdIgK6qctXpmWZKeXlEUprlW1+oFdqwe9QnSSeg1yGUhU1Y6YhVx3zuFnGeZ23UNbpL2YKqkbVfYPVeU3l5B+ypKJqVlz6WkpCSYnBRGbvsW/2kIebjY97fayelW8h5/LM/3s2bNotmzZ8N3N27coGrVqtGBAweoQwehS/Xyyy/Tnj176NChQ/me48MPP6QXX3yRFEUhi8VCTz31FC1dutSufN4L5NbT+iaPkIshRz+nrp/4Z6b3j6Fumq+p8Pu6RSXxIrVtnQvgq+QfC/als3XBrt/ylJqesGYQ+J6oi/9QeC0V78O2NcLUdHQi6qa5OGG4Wec/toLt6CB0R0Z4PEKF8UvWCTXtoMN+JzrzDNjBRtR+u24R/t5OqDmWZsW+paEHPucr4oUe2P8qDwSfTWqLHqwZAfbwv4U200tVG4Fv1rXdYHs7BIH9qJfQPvMxYnsR5Ib9rI8ratJoqVsLNchu3qiKfo0u3jc/9QVft4YYtnc9GlcShfQ4oKZ/2Yrl2uv+nWD/vqMH2D01/vnrh4Gvo18M2IlZOE7r0fyEmr52DXVDG3dCDbkTe9uD3ayD8O/YcR/4urfDFbsn/hG6au277wffqYMhYFf2SgD7wvXqarph0FXwLT+E92ffGtfAPhrtr6YnDNgGvvqfBoL9qAfmI07zyL3ZG/P86A+oIdfbF5+jC8kisOWpRuJeTrOYqe+hbSXrh1Y6k4eLfT8OJacr5D0hw67zEeWIbH///fe0d+9eqlmzpvr9rl276L777qOEhARYLRcUFERTpkyh559/nmbOnEk//PADnThxQvWHhYVRrVq16K+//qKWLbHs7hVy62mA+0Ry1OX0Q5lWMe4NdsOxSxIO48kiTVxTLBo9Zx3W+3Ur/thXwwE1yYx6sb2DHvdVpDGVVRqaa0/l6oD7RmViG/99cgewe7kK/dL2lSWNYgsey81B5MOgwzxdTsVtZW03F70oywQbzjtcCDX0nPU4dtOWpZMeA9BkPTrZdtDs6+GI+zpLQ0Tt9RERRWeKfU1FDCfPp4lrqumMmnFm6T4xGbCsErNFhbpLeZS6ZEqU7kEtnpL0o9zyZBcypZO3dZDi/OR7P7uQlzZFvc+JMouy8jbgPZdkxblFe2/hv5mBuXSVlj3JdXQxRdz78qsYdwfcWHpcSfsIys+yk77gbYnwvpLLXJaGk68hVTPcweNk0cqY5Xd9P3S3w+GrDMMw5Y1CYrVcsT85u0ZGRlJSUpL60a6GKw27d++m+fPn0yeffEJ//fUXfffdd7R161aaN29emRyfYRiGuYtQlH9XKdjxsfN3fEVRaPLkybR582batWsXvJAjIgoJCSFHR0fauVO8CD5//jxFRESoPyh16NCBTp48CXqov/76K3l4eFCjRvhCnWEYhqlAlEM/VFHg8FWGYZjyRtHZ/29D/4avenh4FPnLUJUqVchgMFB0NK6kio6OJn9//3z3mTFjBo0cOZLGjx9PRERNmzaltLQ0mjhxIr322muk1/NvOAzDMPcM5RA2NGnSJNq4cSN9//335O7urmrAeXp6krOzM3l6etK4ceNo6tSp5O3tTR4eHvTMM89Qhw4dqH37nJWUffr0oUaNGtHIkSNp4cKFFBUVRa+//jpNmjSpWGGzDMMwzF0Kh6+q8CyLYRimnFGUkn2Ki5OTE4WEhMDqA5vNRjt37oRwVi3p6el5XrwZDIZ/83tvdoAMwzD/WexdnZD7sYOlS5dSUlISde/enapWrap+Nm3apG7z/vvvU//+/emhhx6irl27kr+/P3333Xeq32Aw0E8//UQGg4E6dOhAjz/+OI0aNYrmzp1bZkXBMAzD3AHKoR+qKFT4lXIVUXdLRqshR0R0U5+mpmW9K1Jw0qzVhatiQ22XeD1qJjSyoKbQIUfxr1WVFPy1MUGH+8rlrNWRK0qTS0ZbR/K+yZK2nZeki5diEH6TtK89OmL23Ddlua89lOa8dwsG6X612Kk/WFzkuq8sPQtxetRm1CLfr0Xp05UJpfijh+IydepUGj16NLVu3Zratm1LixcvprS0NBo7diwREY0aNYqqVaum/mvegAEDaNGiRdSyZUtq164dXbp0iWbMmEEDBgxQX8791wjyjiM3h5x25lZSJfV7F6lZlrVE7vNHHbFbmULDxbdOJO57HsO56jU7C/b187XUdA8/bJd/isRVj1Pao2bXznNC+66F3w3Mk6Q/p9WQIyIyW4R2mJNU/TGZ+LNmNZu4hkt0Any+pgZgh2ehLmJTh54iv+bfwPeAsTfum4bnbWsIVdMrE34F31s1uoL9xw3UNxvmUUNNT7v6LfiqmpqAHW8JB7uOu9AOOx6P/XfHaolgh8VXVtPt658D39mLqB/YrNkpsC8fF/no2fRv8B051xDsAY9/B/bfW7up6d59sWxkLbceob+D/dce8eJ+eGPUrvv0byybaX1w33MXxDW174u+yKO4b4uuf4IdcUJc031dUXPt72PNwW4Vclyc81AL8Pn5oO5d2DXUegv2ESuIb97yBV+Pqri6+EwcPheje4pr+u6XXuAb5IL3wrcp+CxvaO6iptf8iXXQG7NBu29hv/NqU6GL9/VloXGYbcM2wR4UW87H3n3s2r4YP+iYTCZasmQJLVmypMBtgoKCaNu2bQX672UizElk0Dnl+d6Qhm14uq3w8ZVVU3meDng8N5J0xqR6y7SIfY3Sj3dRljSwrdKyFxcS4/iMLFm/Go+l1ZAjIvotTbTjj1ZCLVyzTTqPRq/OZMDjppixbEy6gsc0lfVYFo5FRAkYChmaZUl5vK7Eg11dJ+Zlsr6eqzTuwpaJyKypb7m+LNKD6qITg5YLGah7KteXPE7P0mibu2W4gc85A++jRB2OffSa+jVm4tjaTdKfTVWwLTOS2D6D8L6RdQwLQyfNndJ16ZgPBdvtVJ24nw2SzrnMiQQxf4hX8LgmSYvQUbrXEzTncVRkfUi0DdK+WktukuX69JJ08TI1941Num+yCes+2OQC9qVMce84kLg/LUohYoJFUB79UEWhwr+UYxiGYfIybNgwiomJoZkzZ1JUVBS1aNGCtm/fTn5+OYLwERERsDLu9ddfJ51OR6+//jpdv36dfHx8aMCAAfTmm2/eqUtgGIZhGIZhGIa5p+GXcgzDMOWNrQSacvZuTzn/eDd58uR8fbt37wbbwcGBZs2aRbNmzbL7PAzDMEwFg7V8GIZhmDsJ90MqOuUuEwvK/YtcT6dZpNPlhKBpw/ROjrgM209Z1w3sSwb8W28tUbq0An1EecPWbJq/1E4nDHHLkpb3FhZa2MGCIUaX9ElgyyGbes2x5NC6j6tgKMXaKLFtnA5D9GL0+LfeZumut+qEXVSopExpQie1obIp0rXPc8YQo38ScflvrCaUUH5HcdThFthpmm0dFVwGbpbqTw6z1NavUdpXW275oS0beV/5vimMosJVC/PfqVDX6jZ3sJOlMOgkXcmXOJcmHFlbD/bUQWHnVZRMSsueW6K/AI9d0o48nO37TSQ5w0JVJh265/4C/G4kt55+6XA/uTrk9AtB1a+p/rrfJML2T1QagPtLEc8h3uK+j8vCeg90xXb7VCKGC9R0E/veksI/OvrGgm2V2rHG1a+q6fa/YX/Qw6ET2G4O+AxpQ1ZXxmBYWZAbhu0lWERI7iAX9EVnYmF09ME8nksS9oM1sG/cccML7P6BcWCfiBchxWPbHgbfF8dagx1aE8cOy07WV9N9qiaAb8x5DJMKNrQA26bpA/RSmb9WC0OfanmLOqoWcBN8vq0xvDH+ZG2wq9x3SU1f+6EZ+Dz9se5NVRLBdugmwmYzt2LdmwZgCJLtEIZUWx7sLnzLMWzWuTXWUeTX+O+XAa3PqOn06zhece+H7X/mXhzfmBqL8VvML1gW3o3CMI/J4jkxNsPr2/t+H8xTFQxnTUsX+/pL4apXwmuA3bIr3guRf4v7pk4oht/+sPphsHvftwfs2KvV1HSNoSfxuN9iaG9g9+NgZ90QYW6m7mJclJxmo8pDrpWoH4pb7Egezvb92JOcoVDlKWbuh8qB3Hra0b6v2g/tjKyu+l95aj1sb0nBtseaKcm/RFVR02sOdARfQha2Y6OaYNukaNq5mGRP8GVbcZx7PQ3bF4tN7PtAsxPgOx1WC+w/orHNuKyJtPwioR34bHvmgB3xgbg+qxX72dOR+Fw/fwnbz0Fu4rk+lIThnV298Xp2xieC3dZd9EOuDjj2bOiJIY3VXPHYTgYxHvV2l3yO2F66uOKxtGH5GWYcGzQIQsmF386I9qV9DWxLj18LAtsmSaV8FSHuo9kheNzEDAz9PJeAMklJZnFv1HbHObi7dH1mG96Dvm6iPDLNOBe0ShPAfzQyEUREbg6iXD0ccQySmI3H6lbrIvpTxTwmVrqXb6bj9Y4b+4WazorxAt+e3Z3BtkjX90e0KKsrqXjfdPLBeYqvM44TtWXlY8L+zyrVn1yf/Yb+pKbjzqJ8yvdH24BtNGA+OgSLcVScph1Is5ip76Ft3A+VEl4pxzAMU96U00o5hmEYhskXG5VghcLtyAjDMAzzn4T7IRV+KccwDFPelMMfPTAMwzBMgSj/fuzdh2EYhmHKAu6HVPilHMMwTDmjKDpS7HzJZu/2DMMwDFMQik1Hip0rsO/Vf71jGIZhyh/uhwQV4qWcVtNpwnrUwXl/0DGwR/xYF+x0jSabrAUm64hpNeSI8mqwFZQnosI1rq7oUecuSNLdOuGAeiekyZesITc5FretrDep6RbWKuCL0qP+QGmwR5OsqLLR6sjJWm/rUjE2frQXHvutdHH9A7KrgU/WK9PqiMnafEVpvWmvQfaVZl97tN7s1U0rjeZaWRGrk7SLqOC/nbeX0mjmaevB3n1vS1nxcu0KQSX3ZHJzzOkmI6+J9ub1gA6w3dzrm8FeENQP7IMxQu9laFAi+PbeqgR2Aw/UDvkzVrTxPfxQk2X3TWzzJ3U4AvahC0Inp70OtVB2mveCPcgB9VljMsUNJ2vIhaf+BvZEn0lq+rOkH8H3oh+WxZE4fJ4GB4o2Y0+0F/g6++D1Ho1FvZpWlYUW3M7TTcHna0I9y30RqJ3Sw09oo/0Zi+dtpEe9pTPWA2BP8L5fTX+RjGOQdvWwzT9+uY6aDnnsV/DF/YnjlSrdUNsm7ZjQow3sj9puV75tC3bgJNRgy1x9Wk0bH8JxRPom1NDTvzgEbMc1og4dhtUBX/xS1G+p1uEfsG/8KeohcEIU+DLw8sm5B47BErcIvSyfPqgBeGVTCNg1p9wQedqAz0HzFqjXduZUQ7BbdBB1dvpwC/A1a4NabhcONQe76YO/q+mwX1DjqmXtS2AfO4D6PF2e2qqmo39CLb7Annje8F9QE7HGi4lqOmGdeDZTsu3TSAW4H6oQnIrxI2dDjg5WWKoYU6VcQQ1mJ3cc8587hm2in5/QXd4fg+2wVcEx8pHIYLDrabQx4zJQ99RowH2Px6M/IUucK/AyticXklCfLt2C4zOzTdxwsoacvhv+KZXzp++qaQcjzgeSL2Nb66ig3l4cdhdAUjbmyUio36a9PldpVn02CctC1pQ7Eeurpt2ScCxQxxPbac9ME9iHo0X/4OGIdRCYiv19pkb3LzIO+4NoSXvwejpe3wW6oqbPxfqBL0nSsjsej3ptWRpBfjcH1DxMs2BhJWThvtc0em4mSdtM1kmLSMN8mAzi2C4GPG66Ffd1lcYGHk7iZjgUi3WSYsZ9U69WFfs1uQq+rN/w+tyc8CbT5iPThtd3VbqeNCv2lbcyRX36mfC+cNTjs+0l3RtaHbnMdNzXWSpnRz02+Fdvifq32EQe0q2SkLI9cD+koi96E4ZhGIZhGIZhGIZhGIZhyhK7XsotWLCA2rRpQ+7u7uTr60uDBw+m8+fPwzaZmZk0adIkqly5Mrm5udFDDz1E0dHRBRyRYRjmP0iuppy9H4b7IYZhmLJA0Yk/HSruh/shIuJ+iGEYpkzgfkjFrpdye/bsoUmTJtGff/5Jv/76K5nNZurTpw+lpYkQk+eff55+/PFH+vrrr2nPnj1048YNGjJkSCFHZRiG+W+Rq6Fg74fhfohhGKYs4H6o5HA/xDAMU3q4HxLoFEUpsWBSTEwM+fr60p49e6hr166UlJREPj4+tHHjRho6dCgREZ07d44aNmxIBw8epPbt2xd5zOTkZPL09CRXp5mk05ny+OtavcC+JemmybpiFYFqNjewbRoNq2o21AUIk/Tp4vRCf+iB7OrgS5c09C4aksCO14l9bUXoZsl6fFrKUnOrj3QNZx0SwdZqlpl1hWup3C7dNKZgitLbu5dQlExKy55LSUlJ5OHhUfQOJNq3W+90IQ9n+yQ9kzMs5PvSPrvO91/gdvZDFx9rQO5OOfe0dyuh91XpxWDY/tWqqLkWk4V128EnUU3f1+FP8Dn7xYN9+NcuYAdXu66m5/yOeR9dLxLs+nVR06pKG7Fy44dPHwFfs6AwsLvtxGe3mk3ojlxQUKtuuDte74qYJSK/bqHgu5mF+l6NHbqDHaEXeRzhjte3PmkP2LOroZbf3luinLv5oaZJYjbWwX3Vsay+DwtS0/2D0PfAsTNgt9X3ALubrzh2HXfUvasqaQZp68/LHzVhPdpeAzv9H1+wTQ8K/dmkddgHe7W8ArYlFscK1tG91bTyMWri6Z9EnTTdZ4fQHtZMTWcsCQefowvq4lgyUa/Hva8YV1hP45jDPBTvDacftoFNbYTeVMZXWI6uXfBY2f+IOjD0w3FD+Bs4pvKrjdeQHi90rCo3w2fm7A7ULQ4IwjqymsV5K4/Bsnh7bB+wG3jgeC3QS2hEtR75C/i2fTIUbC9nHNtW9hDXX6u90BdMzlTI/62EEvVDMW84k4fJvslNcqZCPq9ncD8kcTv7oWGVniQnXY7uV5pFtAM9pDYvKhN1qK6n47oLX5MYE69KOAi+uHTUNBxXZRIVhEG6ZRyk5R3nU3AeFkPiOajvWBl80dn4DHWujPpmVzXN69xuR8Hn7Ioaxn6fvaimwx78BHzbzqC+3sZrmEc3nThvuoI+XwdJI8+CfkedKIAAE7aHjlLZ1HZDfa9t0eJYTpIGc0svPJavCcfT26LEsbwdcNtRtVGPbus1Ue6J2Tg3SrPiccPpFthXzUKDc5BLf/B5OeHN8Esa9ks2zdzxPhPqCVqkaaUb3r6Uqrm9XSVfmiRhlmjGg2m1CC8TapumEI656tnqgR2jS1TT0bqr4ItPPwf2/i5d1bTVhpX9xcVgsOX6i0jT6J5bJY1HqWzkGXiKRRzLpMfzuks3XTUXPHYNTR/uJGnIRWfg8+fsgGfWjquuadqXbFsWfR6/nPuhUlIqTbmkpJxBgrd3jvjysWPHyGw2U69eYsDeoEEDqlGjBh08eDDfY2RlZVFycjJ8GIZh7mVy/33V3g+TF+6HGIZhSgDLKJQZ3A8xDMOUAO6HVEr8Us5ms9GUKVOoU6dO1KRJEyIiioqKIicnJ/Ly8oJt/fz8KCoqKp+j5OgyeHp6qp/q1avnux3DMMw9A2solAncDzEMw5QMDhsqG7gfYhiGKRncDwnsi5/SMGnSJDp16hT98ccfpcrA9OnTaerUqaqdnJxcaEeUqMOlzsFWXLZ4zoBLdrVhl3drOKOe8OaqYhNhu3GaEFMiohbWKmAbNX8fvs0JQ3CaSdvWlsoq1UEsm7ZKZWOWFss6SmGJGTpcgl1WJOpxWXgzC/4d9W+OIqTDVcH1zHLosoOmXOW6d5DK3J57ozT7loY7dV57kMOc71Q4611fvyX5pYdfyuXhdvdDboG3yN2Y89tV9P4mqv9lfwyjfCtqJ9o1uoJ9NE6Eyw0MxNCQyCONwXY3YUhO5M2qarqzL4ZKHoyqCnbnMVvBDtvaRk0HemLf+Ns5PK+DDsNZL9EJNT3IBcNVP0v6EWxtyOrV1B3ga+c8CuzjZgzb+5/PQ2p6Zfx28L3k3xvsGdewnJ+uLPyHYzHsorsfhv/tvR4Idhe/WDX9SyT6fByxLzlqwTDa0a4d1fTBGOxXJwdh+M7Z8GA13bM5CsHH7MKwmSrtJKH470Xb49UUQ1+v7WoJdsCrYJLy6e9q2mGQD/iyVmComtPw2uhfJUK13RuiMP3BLx4Au+NTWGeJW0RYsOfjWDaO3+C9oXRrCLZunwgNcu3pDr603/FYrn1F2vwzhqdWDsCxz9XTWM61W59S0zcP43NQvS4+BxEXsGyajBFtTcKGGuCr6YbP55+xXmDP7LVbTZ/+CtuIKm4YrvvnDbwnJ3Q6rKb/2Hafmk6zmoloC5UImz7nBx+79rn7xh13mtvdD93KtJDDvyGSZkWMobycMIbPwwnbrTQLPkMNPESbqEvENRneLhjSnmrGeq6tOVSWFEvnY8Rx3aUUvKfcFRH+6eqAPqMZx4gGHZ7XZBD5tFpxyupgxOvVhqzW3Pw/8MUGoWyEjXAumaUp1wxpLhHoguHwunQMFU3XhH86SUtd5LBEBz3a/o7Owic9ikFumA9PR6zvms4iX5Ww+yOddCxPR40skhTOKEs92JKxv8hwEu10MBYFkTQ+rpmK7ZZeM26VQ3l9TLhvukW6NzS3htxKVZWuISIOy8aoFzsHKX7gczEEYB7xFqTGzv5q+vu0OPDVcukOdoam7LzdcWWrjxSu6mLAByfVLArkVjbWtVHKlIsBC8+siGOZpPVVcnh5phW/MOjFvq4OOJe3KCgblmnFY2sFz6oYhSG3CXbB/ZBKiV7KTZ48mX766Sfau3cvBQaKB9Df35+ys7MpMTERfh2Kjo4mf3//fI5EZDQayWg05utjGIZhmPzgfohhGIa5k3A/xDAMw5QFdoWvKopCkydPps2bN9OuXbuoZs2a4A8JCSFHR0fauVP8mn3+/HmKiIigDh06yIdjGIb5T6IoJfsw3A8xDMOUCfZKKOR+GO6HGIZhygLuh1TsWik3adIk2rhxI33//ffk7u6u6iJ4enqSs7MzeXp60rhx42jq1Knk7e1NHh4e9Mwzz1CHDh2K9U9DDMMw/wlK0qnco52QvXA/xDAMU3pK8gdC/ONQDtwPMQzDlB7uhwQ6RSn+penkIPV/WbNmDY0ZM4aIiDIzM+mFF16gL774grKysig0NJQ++eSTApdry+T+Ra6r00zS6Ux5/M5K4e8Rb5fW2e2kuQX1T+L1QusgQdKUk7Xf2llErLx2PyKifwyxYHcyo/5Qpkbf65QB4+ZlZK0wrZ6brOVWFFqdMVljrLoNNTBSpWOnk6hfOU8yWi2wO6Uxdtdrm5Uxcp5lbtc1FKVdV9g9V9S+BWkTKkompWXPLdFfgN98oyd5mOxTD0jOtFDV13fdc38Bbi/l2Q8du78DuTnm1JN/3auqv/3ydrD9SF9fsM3SC9TGXklquvd9qE9m9EWtt7iTdcA2eQqtqWe/6Ae+0XVvgu0r6cbVqC/0zSLO1wKftzduW+dbFB/3NTVQ041sqMnVrjI+MwujvlfTLRxQf+5QxnqwvZybgJ2cJfTAHvNC/bmfs1AH6CW/ELAX3Dygpp+qjBpdsjZRr8DrYL9wQojjPB2EIWNzrqGuWH1bXbB7+oogg3oeqAUW4JkItr+P0ILT67HP8m95Duzky6jH493zqpo+uBT19Zq1QV24tBhvsH37CV24s+vwfm04Esv17Gf4kqDhUKGN9d1Hw8FXzxfvE4MBx1z1egjts8TzQeCr3Bd1b6O3oF6bX7fTavr0N1if9bseBTvicFM1Xeuhw+AL39IK7CrBWPfRl0W+AppcBN/3P94Pdpual8G+ESvGax0fQj297jMeBbu3jwvYWnmp50J/A9+Ub7F+21ZGjaSoTDHmGt38bzWdarZQm18OlKgfin61EnmY7JsMJWcq5Dc/gfuhcuyHxvs8SU76nDYqSTMklrXBLNKQ2EnSykoxizzfysR9w7JRD6uHN9ZtUnbB94k8qsuUpIOtmmlmZaOu0G3TLHi0FLO4qLF1EsGXnI3tdpJZPCOxmag5PSsc27hQN9T/CzQJnbiwDJx3uehxrJZgQ91XZxLnqu6M89ZKKD9HLg54fbcyRXnIWmDZUtlUNuK+iZr6lCW2vJ3wiyupGn1SSfguRdIPtEqvBSIsYvzS2g11vo3SPXYjXbonNccKdMHzSnJ7ZJbuX1dNscv3iUyqpeC5hXxPpVqxz6rtipV0LV34Kzlh3Udm4r3xWJDIdHiqM26bLmm5SfWr1diTr11+MyNfn7fmOUov4rWHXEedfYT26c0MfIYOxGImG3hgnRk1ZopGAzDblkXLby3nfqiU2DUrLM77O5PJREuWLKElS5aUOFMMwzD3NPxHDyWG+yGGYZjSo9jI7n+xU+5RgW174X6IYRim9HA/JCjxv68yDMMwJaMkf+l9r/4FOMMwDHMHUEogo8A/DjEMwzBlBfdDKnb90QPDMAzDMAzDMAzDMAzDMKWnwq2UM0t6T46SHlRFJMKAmjSNLEIb5pZDeqH7XjSIWP/aVoyr7mRDDbn9jqg/pNXna2KtDL5jDrfAlnW3tDpyRWlyyWj98r6yhlxh+9qjuSb77tS+9iDva2853wmKKqvbhVwWbgrqiaTqhD6PnCd5X08F9SUKutdtioHSqIQoVILw1ZKejCkpfnXDyeNfEY2YK0Lv68mqqAO68gbqdy5siHV7PknosLg0jgZfzJ76YHvVvgZ20pUANT2yDup5bY9EbaI3B/wK9u7v+6jpkBb/gC/icjDYwcbqYIdnHVPTHQMagO9IHN6MjR26q+nj5l/AJ2vIJWacAvuxSpPU9MbEz8H3ZhDqma2KvgH2cPduavqLxPPgW97QE+y9NwLAfjJIaLC+E4n1V19BDbkwHdZJiEYr7GIiauy0aXAW7JhbPmq6VqML4Pt7RxewWw7cBXb4Ny3UtKwht3dvJ7D7zsS6v7iitZpu+Oh+8J39DPdt+NgBsP9e01NNh/bcDb5F3w0Ee/oErLNzO4V2U+ORqNt089vGYPt3xHshbGsbNd2g5yHwndzRGfPcUdyfZzair1bLM2CH/433b2ADoRN38zTq2oUEXQF7/yXUUxwxepOa3rZhCPgGV0V9np9v4nhmTb8Tanrlbz3BNyAQNb2+vIr6uot6H1HTn/wpyinLlk1EWH/FpWQC2/fmCoW7me/SjpJelzP2cNOJvic7EecHVkIdQicdahoaFaF5ZSMUsUrTo8bo3ni87x0LmS6aCUWtkvU4p9ErYv1HfDb2YXKeG9iagm3SiTHX85ewnXZU8HmrbBPzGBuhxvYBSUNuRyq2GX3dRBs5KADH2qtv4nkNOiwLsyKuPyoT9z2aFQO2ozS+jNWJPs2NvMAn11F6FrYRjjpx/R427IeyJO0zi6aObFl4XGdFvk9QF8+m0e/elX6VCkPe16ipo8hkeWskVbpvdIWsG1KksskuZO6YreBz4qLDufKx1HCwjXqhN+tsxnEESa8cVoaL/j1DhxfopriCLT8nFs3cw1m6l1N1OLvI0OE1GNNFOZsJr137HBARVdKj1t3icKGJaNYlgc9B0u23JqFWbaxN5CtDJ45jVfA5tgfuhwQV7qUcwzBMRYc7IYZhGOaOYtPnfOza5/ZkhWEYhvkPwv2QCr+UYxiGKW9sJdBQYE05hmEYpoxgbVOGYRjmTsL9kIBfyjEMw5QzipL3L8+Lsw/DMAzDlAW8YpthGIa5k3A/JKhwL+XcpXj8FCmO/HbpbtmjI2YvNulYhxyjCtgyL/EkdANSHbAs6li9wHaWYsUzdCK+XdaQq29FfYLzBtSbaGQVceZnDPHFzq+cD20eiIisdqxJtacOSlN/pbmnSnPeorTPKgJl+ZwURmE6cERYh3I5FqaXSIT1oN1XoZLXB3dCFYOEa35kccy5P7z8hTbMzG17YbuFQajR9cw51O9c0lA8B+mn/cBXudklsK8daA52leDranryZtSJ2dQONcou/tEK7K4PCI2yuPNB4GvY6RjY1w9gm9/UQWhenUvC0ILBgRlgT48Uem7/83kIfB9GrwdbqyFHRLQhYYmafjXwf+B7LXwDHqvOULCfu/ylml5aF7XOPjyDbcL8jqg598gBoRvzXRfUVZl1APX1BrvWBFtRhC5g/+ao9ZaRhvo8wXWFRllKLJZxyFTUTUvcWgPsgHniGk5ORm2+vpO/AzvmO9SAqjVP3CsXXu8AvnrzUa/m0sy2YDebfVVN73yhPfheGfMl2Jf3twS78SPi2YjdiXmqOgb1FKM/awR2zQFCN+30V10xTwN/Bzt8d4iabjT+CPhifsJ7vV5f1Fy7treFmg4MQf25774eBHa/DgfB3vtdXzXd/6Ut4Gs1fgDYi5uhzs76I0IL7tUPvwbfk+NQP3FGa3y2v/xLPNsLXluuppMzFPr4RSoZHDZUIRjr1ZqM+py2ICpTjAMqOeH4Sv7hrpIRKysuS4x10nHonWekZpK0s+I1Em1W6UQpFjxPWzfUQ9SOXEwG7P8yrDiuuZgiZUzDIDfUX41D2TiKyhJjtywFx2eBJuwPtBpyREQ/p4o+vKcr9u/tXVG79Wo6jhFNBlFY8VbsG5s5orZ3pg3LrouL0Ah0cUBfRCqY5OaIZeVtFNsnZqPPLD2nidnii1puuG2iGe1qzrhzfLZoIxRCPV1XKc/yKFWv+cIq3WQGaePEbOwfXQxih5gs3NgLq5OkYiWTZl+j1MRJknrkb6oGdopF1KdFWpEl7+uoOXZcFurPuUpvWFIk2bVMzS0qP1NEbmDJZedjKng+EJOJG2dLhfNwZVHOyWYsnJOJ+NyYFbzgDp7iGp30Qpsvy5ZN5/DWLz7cD6lUuJdyDMMwFR4OX2UYhmHuIBw2xDAMw9xJuB8S2PlqkmEYhmEYhmEYhmEYhmGY0lLhVsol6HC9spviCHaqDteHakPPShNKJ+9bluGscrhcJc1fI8vXK2PQnNcq5eGUIQ7sJlb8m2Q5ZFWLHK7awIp/i6wNWa1txSW7lw0YCiSjDVmVQwetOlyTWlbhj6U5jhzuaE/d36333L2G/AwVFqpdVFhwYeWs9Sl5FuoXHw5frRj4NbtIHv+GCcSfDVa/X1WvBWz31CUMYfy+VQDYLxxzVdP7RmMIX+TvGHJarf1JsC/tEqGFP3TDtnXEbgyzPDT3W7Q391HTIfdhuM6tM7XA7u2EIYw7zb+p6ZdqoG9PtBfmw12EOK6M3w6+x7xGgb0x8XOwtSGr8699Ar61jUaDPe7cN2AvqStCZf936Ufw/d4e8/zJCQyV/Dn0sJq+7xfs3x7GLo1iMvHZa9FYhDzeuonhWMFNMOww+YaPmvZpcBV8YasxHKvmqNNgJ36oOeegcPD9te4+sBt/inmMnxch8rTIA3y3ZqeAXetVDGeNfM9LTd+3AENDv3q+P9jDXvwC7IgfxP1c/Wm815O/dQbbrz+W1a2too4aj8PQ3gvrMIy23hARkhq5CUNoqw84gcf9tSHYgT3F8xp/tC74ujbG52/fMXw+B70kwoZ/W4Rl8VmnWLBf2o/H3vaFCFld9TKGyb7ZbxfY83f0BHvRso1q+pOXxqrpTGs2Ea2hksD9UMXgq6RLpNfljGkyFRHT6J6BY/pMHT7H/omBYKfphd+omMCXrEsEu4YN+zCTXoyp5JA2q2RvSvkLbJ1m/YdZwRg3Rx22CcE2DHmvrBf+Q0nYbsnoNWOyDGlMGJaB9+2gAJx7aENWd6Vh6HxLt58wj3os93SbGEPWc8aww5MZOJfyJJQ3OJQsZAaS9YXPnXQWXEcTl3FNTbvqMPTTwybZisjXweSz4DPpMM+2zIJjA5OtKK9ktqWD7ebgW+C+OmkdkJVwvq4nrBMnnSirbAXPk52BtkHnWKCtPQ4RUbIF5UWqGHAsZNbMu2tYUQohRo9tvPwcaYnV3SjQR4TlkW7D+8TdgOVoVPA5SU4VcipyuboS1r2XdC+cjRHPUTxhHhvYUD7FTBhOvic5WU0n6EUebErBYedFwf2QgFfKMQzDlDs6IsXOTyleAjIMwzAMkKvlY++HYRiGYcqCcuqHlixZQsHBwWQymahdu3Z0+PDhQrdPTEykSZMmUdWqVcloNFK9evVo27ZtJb3KYlHhVsoxDMNUdPiXIYZhGOZOwlo+DMMwzJ2kPPqhTZs20dSpU2nZsmXUrl07Wrx4MYWGhtL58+fJ1zfv6s7s7Gzq3bs3+fr60jfffEPVqlWj8PBw8vLysuu89sIv5RiGYcob/qMHhmEY5g7CPw4xDMMwd5Ly6IcWLVpEEyZMoLFjc6Qfli1bRlu3bqXVq1fTtGnT8my/evVqio+PpwMHDpCjY04odHBwsF3nLAkV7qVciAXfaP7tEAN2a8l/tBDdNHsIsqEmS7g+uYAt7UfWsNLqyMm+wjAX8R/BsoZcfauIM5c15GTOaTTkiIgaaTTmzkg+rSYeUV5dPK2OnKzndbsojR7bndpXhjXkCqYwDTki+7QlC9Py0/qUUtSHouR87N2HKV/iztSibMec9sqn1Tn1+xEbsd9ZXrcf2N0Pfg/2T62EPlTsEdQRC+x8Auwf1j4Mdmif39W034eom3KgK7a1F39D3a12D/6ipqOPoKZagKRdl7YtBOwHjL3V9I4b2I519kHtoqlXj6rpl/x7g+/j2D/BfjNoONivhW9Q07KG3Jgz68Be1xj16SZeEPp1BzqjrljHPzA04XD3TLBH/9xUTZ999Wvwvb60Nti13bGfSkkQonOBda6CLyvZFWzvekLbLfUajk+qz8GHOmMDavs4vdVXTV8dcwx8rV49BXbye3gvuL4Xqqajn0JduMore4AdM3kn2L7vCj2py884gW/oGjxv2LzWYAc/IzRq0n4AF7k8jfp7yUvR7zNGaCqFfdQMfPUm/AN27PdCe6raVLwf077G8/g+FAH2rW/Fs+Db8wz4tn08FOyOzf8G+9CyXmq6x5KL4BvQA5+/rW+vAvvLVx9T04/uRf2kTzt2AXvRh2vB/nH2ADX9xA7R/iSnmOkVlAEqPkoJwoC4Hyp3GlItcqSc5zBSEWP1JwJwXpJuxbr0MaKuWny20Lf8Kw7HTI28UEjzSgren0lmMb/wccR9a7ji3MMW2xRsrS5VJT1qcFmkgY08j3HUi2vq6oXtY1I29kvRGi20QBfc9nIqjglX30RtsPau/mpa1pA7noraka9WR73LVIsoqyQscnosAPORacU8n0v21PiwPn1NuK1VevbisqqpaRcDbpsubWy2CbuuE/b1JqxqOp+Cc7YkEvptnYwNwJdmwfqKt+K+nnrRf2jrkohIyjKlWLCftWnuDRc9ZlLvgDvHWfC8VkUcq6UH1oHZ1hjstpVRny4xW4yzDsbiees71QDbTfMoyPWTmI39faIZry/JKm6WTMIbp4beHWz52BZF6AnHW1GnUS8pk1kIz9vdRVxDhhWvJyYLnxOrNLfqVkmUZUJ2FTWdbcuidWm/U4koRT+UnIzvYoxGIxmNOBbKzs6mY8eO0fTp09Xv9Ho99erViw4ePJjv4X/44Qfq0KEDTZo0ib7//nvy8fGhESNG0CuvvEIGgyHffcoCFodgGIYpZ3J/GbL3wzAMwzBlQW7YkL0fhmEYhikLStMPVa9enTw9PdXPggUL8hw/NjaWrFYr+fnhj3V+fn4UFRWVZ3sioitXrtA333xDVquVtm3bRjNmzKD33nuP3njjjbIvAA0VbqUcwzAMwzAMwzAMwzAM898jMjKSPDzEClN5lVxJsdls5OvrSytWrCCDwUAhISF0/fp1euedd2jWrFllco784JdyDMMw5Y36j6p27sMwDMMwZUCOjIK9Wj63KTMMwzDMf47S9EMeHh7wUi4/qlSpQgaDgaKjo+H76Oho8vf3z3efqlWrkqOjI4SqNmzYkKKioig7O5ucnJzy3a+0VLiXcrIuWnUbxl3LGnLtLaLA/3TIf5liQWi1pGQNudpW1F+4bEiiklKYhlVR25JOxPM7KhjnbJb02oySX6sj10CjEUeUV0NORqsjV9fqBb6LhkSwPRW8eZN0InZeztPt0pgrqowL0xmTfUXplxX3uPZSlvp09xqFacgRYVkVdc8Vtq/Wp9ih95iHkoQBcdhQuePb6zx5OOeUe8SWFur3nzeqB9uNv7Af7O9b3Ad2/7+E1kbG86h/teGNEWAP6LoP7HErH1TTuztcBl/7PagLl/pZItgHPhS6Yu0G/ga+awdQiKqhB+rVhaeJvmVYIPYHR2Oxv5hdrYOannEN9cleD0D9slXRN8D+sI7Q8Bp37hvwyRpyo0+vB3tPR6Gz1eXAcfD92LIr2K134fXHPSs0AvsvQJ27gdVQ30XW+QgMETpkyVcDwOfV8CrYaVeE37NBOPhi38FfdX3HYh2kz/tOTdd6GMc2FxajflngJtQks7z8pZquvHIQ+LJeRs0k92WoY5j6zGY1HbC6M/gOD7kJdoeZWO7Xlosxl98sZzzvqjCwXZ5GPZvYd8Q4K/iFOPBdeRd1gGpOEfdR7FLU8fMZhvWX+IMP2L6Droh9t+Kz3K4FasidPNMQ7C4fX1XTJ17Aut/0xA6wJ85+CuwlBy6o6UODXMD37DSsk3WzRoI9bIfQPfpjiBiDpMliQ/bA/VCF4CxdIf2/0zWzRqP56+t4DzkRjm1u6XDeUl0nNKBO686BLym2LtindKfBDrbWUtPxFrwHks04xo/Wo16bg2bMnKagtqesfxWgL3iCvTM+EWwjYXvpqJnS6tIxTwk21N0y6HAcfzVdtBnB+srgkzXk5ke2A3uYl/D7OWPZ/BWPeXSRZt0nM0XfmqFDbTP3ZJzfVtJhfccpqWpaLkc3wr4llcR9c02asvjqsf28oUfNXHfNPPtSFt5TjtI9F69PBNtm81LTWTYz+CzS2DtZ2ld73xhtqEXookhlId1zuRqMRETHJQl4k3TfnEpFXTxvgyjL8wrqkQak4UucRJ2oA3cpTybpHrMqeJ4sEuXhZ0Ddu2M21Cv1sFUCW3uv2PR4XCNhWcnsS09R09UV7BtvUQrYbgr24f8kivs7xSaeGYsiiSnaw23uh5ycnCgkJIR27txJgwcPztndZqOdO3fS5MmT892nU6dOtHHjRrLZbKT/VwvxwoULVLVq1dv2Qo6INeUYhmHKHdaUYxiGYe4kiqIv0YdhGIZhyoLy6IemTp1KK1eupHXr1tHZs2fp6aefprS0NPXfWEeNGgV/BPH0009TfHw8Pffcc3ThwgXaunUrzZ8/nyZNmlSm1y5T4VbKMQzDVHg4fJVhGIa5k9h09q9845VyDMMwTFlRDv3QsGHDKCYmhmbOnElRUVHUokUL2r59u/rnDxEREeqKOKKcP5DYsWMHPf/889SsWTOqVq0aPffcc/TKK6/Yl0874ZdyDMMw5UxJVr7xSjmGYRimrOB+iGEYhrmTlFc/NHny5ALDVXfv3p3nuw4dOtCff/5p93lKQ4V7KeemYCx4pB7jn2X9Mnt05ArTkmpt8QWfrF1XGspKV03W1SpMy42IqJFGR+6MpCHXSNKYk/1aZA25SgpqGSRoNDCIiJpbhK7F3w6oA1Be2KPHJt8XhWnIFbVvaXTgWEOuYLqbq4G92/E62NpnTH6+itII1Nahtg6UUtSHYsv52LsPU76c+aITuTnk3B912vyjfv/G9mDY7vsWjcB+9OQ1sE/e30BNf/lmbfANH/UV2H3nPAb29nmfqmnXV1D7JXoC6oysnj0M7KHd96jp87tQB6dm87Ngr/gJtcLaGoQe3Yl4PE+ryglgbwzzUtNPV+4NvgU394I93L0b2M9dFtpnS+o+BL6JF7aDrdWQIyLqduBHNb01ZCj4Bp04AHbk49hG+H4s+rRrY3aD7+XNfcCu7Y5txpEd4hpqB6NO3OXf24Bd2V/o84TvawW+WsOOgR21qgHYvs+J8x54Afft8Ng2sMNHYv9e/XWhe3tiMNZ184+qgH1uCGomNZ4h2sCt9+MY675eR8DePbMj2N3G/KCmI2dhnmsMTwT7wrRaYNcJFZpru1/Cuu46FK/3zFtCx7DxY6jDGLm2BdgB7U6BfXaVeBbqdERNvCXrUF8wtO55sOc/JLT8ZizeCD7nh7EvOdgFdYGe7yz06z76YQ/4uvdE/cSPO6GW0VudxL6z561U08kZCtHTVCKUEmj52K39w5SaFvra5KjLGc/HmsVz3sQDtaPM0hihtZMf2OkaLbjGBmxrMq1Yr22NqKV4LV2sIvFyxLGPWZogJyehTpWLoeCpplX65xCDTifZmjy5Yz+UkIX7xpqFRle6VRrnSTpiZgXHeSaNoHu6DfdNteAcTashR0S0KVG0J+N9DoMv2A0r5WYGht21cBZzrQwLXp+MmyOWjb9GZyxT0pZMs+A1+DiIeZkc+GeRhrJ+ZuwfMkjcc/4GHINk2fD69DacO+o04+fKOqPkQ/xtqNWuzZajdF/IO7vaUN/T1SDq298V608m2A3vz1uZYnvv7GDwSdK7dC5FlKaVJG03HZZ0knTPmTVzjQgbaqhWV1BvtbIDlp32uUiR6trfhJmMzkQtP09Hcb3ZNqx8Dwvq4hl1WHatKgn7SqrQmzMrBjqEcpHFhvshAYtDMAzDMAzDMAzDMAzDMEw5U+FWyjEMw1R4WFOOYRiGuYOURDBbUXjFPsMwDFM2cD8kqHAv5VJ1uAxTDg+UQzQLC1uTKSw8UA5XtSe8sygKC6crKlSysDwXVhZEmOfaVs8CfUREda1eYMshq1rkcFU55FgbsqoNZZV9txN7wkplX2n2LQ1lGQpb0ZHLQg5XbWLFv7Q/ZRBLw+XnQH7GyiqcvDBYy6di0GjoPvJwzin3C9+IML19EzE0cvFmDLW7NPkg2J0+6qGmjy37AnyLZo8F+5cvvwX7yXET1HT6ouXgc5mK+U1fvB7slR+NUdNjH/safOf3YZjl/yrXx30TflXT69p6gG/n6aZgd/MT/fLhWAyzeKpyV7C/SMRwwKV1B4o8XPoRfAc6twS7ywEMNdSGrPY79g34bozCkOIaGzA8N2NFspp2eRKf8U/rY8jmtTRnsFv3+kNNX/qzOfgCa2HYYXSECKvxC8aw5r9XYdk0HbQb7Ii3RPhnu4G/ge/ghgfADlmHY6Mrz6WK4y7HscD5ZzHsrdYGDCO9MFocK3Q95nn7yB5gD5iE99XBtX3VdIdndmGePmsBdr1xJ8D+e0l3Nd3jxR3g+21hP7B7vfizmj6xrCf4mj+I5720oz3YDQaL+gvbhmHdvWtjyOmeK3XBfn3VVjU95fHHwZc88zOwPeZieHLa3kg1/cYj3cH3+8IVYPd4GcNZd+4V2jarHhe+DGs2Ea2jksBhQxWDLJtCNl3OeE87dY3JxDGgkx7rJk4K7/Q1CX+yGbeNl7bNtuEkub6HaBMup+CYPqRyOthRGdheumhi7eRQyYRsHH856QuenLs6KJKNfqdMIdnjJB0m24Z5jsrEcV68NUNN13N2A18SNp/k54xlpw1Z/TSmLfgm+mI4a2UjXkNcljhWNYwcpCSpjtyl0EltxKoU2UrRmVg4MVmi/tpUxmtPMWNhuZuxf4jLEieuIYWCZljRTrfgeT00GZNnLM5SVOn1dNzCzUHsa5DqU677q6lYAI6aZ8EglY2LtO/NDMxIYS2cyYB5rOIoysZBev78THKYN1bw8SSxvV46q5seMxnoggWQoRmyVDEW/kKrvhRzm6XZN8AFQ273x2BZBLvKYd/imuq6i3SWTSFKKjQbBcL9kKDCvZRjGIap6PBLOYZhGOZOwv0QwzAMcyfhfkjAL+UYhmHKGw5fZRiGYe4gPBliGIZh7iTcDwnsCuJdunQpNWvWjDw8PMjDw4M6dOhAP/8sQggyMzNp0qRJVLlyZXJzc6OHHnqIoqOjyzzTDMMwFRlFEUu2i/3570YrA9wPMQzDlB5FsbMPstk/ebpX4X6IYRim9HA/JLBrpVxgYCC99dZbVLduXVIUhdatW0eDBg2i48ePU+PGjen555+nrVu30tdff02enp40efJkGjJkCO3fv7/MMizrPVl1GA8dZEPtm3B9MhUXrZYbEWpNlaf2WWE6cqXRFStMG+uyAYPBKymoCyRryGn9soacTGE6gOWlISdTGj22O6Xl9l/WkJORy0JuF7QacjJFacTdDg05Gf5lqOSUZz905psu5OaQ0y80emCv+n2r1wfCdi/XRE2dSu/iPfRtM5F+a+Y48D0z6CewG4/oCPa23kfUtPPzruA73D0E7M0r/cAeN36Dmr60C7Vu6oScBNt2ugHYb9UQemdfHMO+0deEbX5itvB398OyuJqG+jTLG6J+6YdnhA7Q7+0xjx3/QD2eH1uiBtugE0LbT9aQC1h/BuxrI5qBPfg5Uc7xL6GO37JNmGdnBxxnxF+ooaZ9q+JE29EtA+zafQ6p6eyblcBXb4M/2NaVqMXk93moOOfTqeBr//YFsLOW41in2saRajrpWbzHan7eCWzbG6jfFvyRKMuM9/A8oV84gX1hKt6v7ecLzcC0zXi9AR9VBTt2VgLYzaeJOruwuBX4er28HeyEX6qp6aZvR4Ev6zvU/K3z0g2wb61srKZrDT4Evi0fDAN7SFv0/zJNaNAt2rIHfPV64/2bsQb9vz/fTU2/+Be46Jf7h4C9e+VGsK++0UJNP/qHGH8lp+joeZQELDYssF1yyrMfauChJ+O/WmsRqaLuG3phu5RmwbpsWxnH9VEZQtMqPhvbdHcH3Le1tO+xeDG38pZ00RKysE3wkATOLJpseuGm5KDDfCSa8Zr+z955h1dRbW18nZqT3iCNktB7DRJCkV4FRRABURERFMWrcP1ULGC5ig3FgiBI0yuCWEBFmkiVHnqHkJAQ0ns9/fsjOnveDUk4SQzlrp9PfPZiTdmzZ89ee+bMesfsEHYLX4w7p3NRo8ugOoRiu6T95YZ1OmhOB7utQYxNx4txXBoXhhpzh7JQZyvCS9RR1pBbmIZjwn9bo95lTJbYtk2a42VbsC20GjxHJtW0N99Wvp6ZWvvNIulxZUh6gnbcLaXZRUyvR97gy7eWPx6otc/s0thRKN3qGqShqEAlQFjbhHV2SLv11MttI5b3krQITZKW3Z3BqKF+Pk/0dVk/sdiO9WjqIxorpQR9V3AqQDlWPGB/nbgYtBpcV9aQk7oC+RvFMWVI+y2S+r7c7uopWIkd9xMgnYRCSQRyQGiOUt6f6aeUzVXQeOM4JHDpodywYShm/dZbb9H8+fNp7969VLduXVq8eDGtWLGC+vQpFd1dunQptWjRgvbu3UtdunS51iYZhmEY5rrhOMQwDMPcSDgOMQzDMNWJa48mVdjtdlq5ciUVFhZSdHQ0xcTEkNVqpX79+inLNG/enOrXr0979uwpcztms5ny8vLgj2EY5rbGWck/BuA4xDAMUzlcThmqxFfy/hfgOMQwDFM5OA4JXH4od/z4cfLy8iI3Nzd64okn6KeffqKWLVtSSkoKGY1G8vPzg+WDg4MpJSXl2hsjotmzZ5Ovr6/yV69ePZcPgmEY5lbi7/RVV/+YUjgOMQzDVI2aiEM7duygYcOGUVhYGGk0GlqzZg34H3nkEdJoNPA3aNAgWCYrK4vGjRtHPj4+5OfnRxMnTqSCAkznvhFwHGIYhqkafD8kcPnrq82aNaMjR45Qbm4uff/99zR+/Hjavn17xSuWwYwZM2j69OmKnZeXV24gqkjvSdaQU2tNVbSurOVWnvZZE7sf2LLm2j9FTemKyTpxvk5jmX4vJ+bcyxpyMupjqIpGHsP8TU3owFUnNaUpN2/ePHr//fcpJSWF2rVrR59++il17ty5zOVzcnLo5Zdfph9//JGysrIoPDyc5s6dS0OGDHF53/8kNRWHWo7YST7upe2esF5oXH3TDTVIvjqBWm4H+6B+WbcdB5Vy5ptJ4Pv3HNSY+/MB1PeKXtFMKV8aUwK++itR76rkU9Rz+3nh/Up5yIh14Es82BrsexskgL3rSphSHtQwFnw7ExqA3bdeolLekVQXfP3q4vHuUG2XiOjtrkKD7PMjqAu3vxceb6c/fgc78UGhK1b/m2TwyRpydVccA7vknfNKefDr48A3+w5si9R81MEL6iy0zzKPNAGfqR5qFWUfbaSU/VpfBF/WjINgBz6K/cj2+iKlXHuUBXznZ7cAu97343Hd579Qyl6fYx8zT/sKbPfnsd1LPhBtY3h/DPiSHkRNpKbPJoJ96SNxTsLexOMpfi8G7IDHULs27n0x92v6LLZVzFs9wI4ct1kpp3yEfTlkAs5Jsr5GO3i46M/pP6OWYqu6eO63H20H9n3zxDW37Zk24Lvw+S9g3/HEfbitS35K+dTIePANfBv7585Z+GCq02ZRj4RR25Ryga1sDeKKqIk4VFhYSO3ataNHH32URowYcc1lBg0aREuXLlVsNzfsF+PGjaPk5GTavHkzWa1WmjBhAk2ePJlWrFghb6pGqak4FJvvJIOmdG582Zav+BvYUUPbS9K+vFKMmmuNfIRO3FenUDezngF10zQa3HaAUcyxkorx1rGdfyHYa1Mk0S4VDZyoi3q5BO81vHV4rSY5Rayt44nHV8czH+xDGUL7W6+VdO8kDT2DdE9TohIp8yVstxJJR8xDunNOLhbvtwRKenuyhtyDJ/qA/Y2X0Bj0M+CG8204rw10w/do4guEX9Yka1BL7gvinMhXsKwBeCof426c9oxSbmG7A3yyTlqmEx+WG1SPGUL0eO4dki5YkQOPV6eqqdaMbSNryl2y4r2/icT59SnBPuVjwP5p1PmBHeEpxOBWJePx1NHhddG9tvB3CcJ2W3SuNtjyW1AGrTi+XGkcP5eP5yTIDY/hSrE4v7K+mnx8sh6dt2qc8HfDeUViIfb9EHfpHNnFeVDXsCqPyFhjW+DyQzmj0UiNGzcmIqLIyEg6cOAAffzxxzR69GiyWCyUk5MDvw6lpqZSSEhIGVsrDb5yAGYYhrmdqczr164uv2rVKpo+fTotWLCAoqKiaO7cuTRw4EA6e/YsBQUFXbW8xWKh/v37U1BQEH3//fdUp04dunTp0lW/9t8McBxiGIapGk6H63HF6ah4GTWDBw+mwYMHl7uMm5tbmePz6dOnacOGDXTgwAHq1KkTERF9+umnNGTIEPrggw8oLCzsmuvVBByHGIZhqkZNxKFbhUpryv2Nw+Egs9lMkZGRZDAYaMuWLYrv7NmzlJCQQNHR0VXdDcMwzO2DU1O5Pxf48MMPadKkSTRhwgRq2bIlLViwgDw8PGjJkiXXXH7JkiWUlZVFa9asoW7dulFERAT17NmT2rVrd83lbyY4DjEMw7hGVdKGZO0zs9lcwd7KZtu2bRQUFETNmjWjKVOmUGam+Hr6nj17yM/PT3kgR0TUr18/0mq1tG/fvmtt7obBcYhhGMY1OH1V4NKbcjNmzKDBgwdT/fr1KT8/n1asWEHbtm2jjRs3kq+vL02cOJGmT59OAQEB5OPjQ08//TRFR0fzl4YYhmGqCVn8+Vq/rlssFoqJiaEZM2Yo/6bVaqlfv35lCk3//PPPFB0dTU899RStXbuWateuTQ888AC98MILpNOVnY5S03AcYhiGubHIMjOzZs2i1157zeXtDBo0iEaMGEENGjSg2NhYeumll2jw4MG0Z88e0ul0lJKSctWb3Xq9ngICAsrVZ/un4TjEMAzDVCcuPZRLS0ujhx9+mJKTk8nX15fatm1LGzdupP79+xMR0UcffURarZZGjhxJZrOZBg4cSJ9//nmlKhbgMJFWU6p5kKkVedrN7P6wXLykIRfgRJ2ELI1Yd5AFJxEbjKiF8m8b6uTM0ccp5RHmcPD96HYJ7DeNuO1XLWLb7k5sZmsF+ldqXTV/J95s52ssZS4ro9bTI7pad0tdL1lPT143V9pvO5vQbpD19lzRiZN98rrlLe/Kfipatjx/Re1Ynl/W4pPbsbz9VlTn1vZAsE/oxK/Lcp+Tz295/lAH6j4ka1EvpDxc6evy8bS11wL7mA771RRzQ6U83w31hvpaUcdqi+Ey2C3tAUr5lA71wORrrDw9Rfn8VZaqaChcz81QRkYG2e12Cg5GTafg4GA6c+YMXYuLFy/SH3/8QePGjaPffvuNLly4QE8++SRZrVaaNWuWS3X9J6nJODTh5UfJoCk9/69GnVb+fdZe1KEaE4Fx6NU9zcBe1ETobAXNPAC+79uiFlrj/+KY8XULcT22XYN9JutfqG/iOw3j48lhQhts1sIHwdc1CK+DJ89hPBztU18pLziOx9M7OBfstXEiPvYIxuv230dQq+jxcLy+7t8t/OsH7gff+PWo2ZX5L+y7QZ+JYyheiOdg+DNdwVZryBERmV4UujFx9x0G35f7UHfRx4DjWIqqLX0MqKEadqER2CGBYly+/Cteu20fQf2pmFf7gh35b9FXtr7VE3y9JqwFe08/PPfRr4vxdVPP4+DrPxdj1oEJaLf9TrTdn33Ogq/fS6fB7j8cddO+ulvoxn09qhX4HrgXt/XqGNSqfG3SN0p5+Mix4Fuu0pAjIvr+M+EfOflb8K2fMRLs6MhDYL/z/ENK+d7mp8AXtRU1EC9PRo25Rnc1Vspnn9sCvrpTIsGOf/lnsJ9v84hS/vCzXeC761483nUfLwZ7UaSIj4/Ni1fKeYUOIpRavG6cTi05na4lzPy9fGJiIvn4iPGnsmmXY8YIzcI2bdpQ27ZtqVGjRrRt2zbq27dvOWveWGoyDr3dJ4a8/9Iby872U/7dYsuE5Qw6nOel52N8SC0SY+03/fFatFgw7sSmhoId5putlHdexvuhAivqXa1/fBPYOjcxRtpLcD86E86pHvwcr916GjF3M+pSwXckAx/W/pYqthVicAefrxFjZ4bmCtg9PMT1tS8PtcHO5KGm6PESjJ3t3UUdM824n5gsjH9qDTkiovUF3ZSyfe5j4EvY3hHsomI8pma9RbwsvoLz589/wZTxRt4iHjzdbyv4LsdjXGoaeQLsjDgxf/H0xcGmIAf7mF8IaqpaCkWdi/Jl3UK8B8jL8wY7OEw8dJf3ozdgXzd5op6uzSz6mV7STXPaccy7koQp8Kmq8739XzukdTFWvrtquFJOL8F+MvvOI2CnZQeAfT5b3MNllOD42b0O3sOYDHgMjduJuOWw4X1X4jl8lnFJuk7aNhZzobxcbNej2ajPWmjD/uytqsdjqrhaYLXRxziVvW6qEoduN1x6KLd48eJy/SaTiebNm0fz5s2rUqUYhmFuZ6ryUK66boZkHA4HBQUF0cKFC0mn01FkZCQlJSXR+++/f1M9lOM4xDAMU3UcTg05XIxDfy/v4+MDcai6aNiwIdWqVYsuXLhAffv2pZCQEEpLS4NlbDYbZWVllavP9k/DcYhhGKbqVCUO3W64/KEHhmEYpmo4naV/rq5DdH03Q7Vq1SKdTkepqfjLcnlC06GhoWQwGCBVtUWLFpSSkkIWi4WMRuM112MYhmFuQSrxwSFydXkXuXz5MmVmZlJoaOmbWtHR0ZSTk0MxMTEUGVn6JuIff/xBDoeDoqKi/tG6MAzDMP8wN2EculHctA/lsrQl9PcXntXpgbG6HFjO34HpqulafIXVpEqnk9NV5ZS3OYY4sAeo0l3ldNVoG97Yvkq47f+zi9dHP9LFg08nvXZZXlqpnK5qkFIlbVJaYnnbldMs1SmLrqZoqlNW1amsso/on01nvV7k7VaU3qk+XlfSVWW/nO5Y0brl1VluC3W6KhGmncopp64cr7xuuAMfAF1SpYzLdZLTVSvq62rkdFU5nVWdsnq/OQJ837nFg93Bhp8iP6wXr9QHO/CT36nSmFFe6rba53Dq6PoTe5F/+hPgRqORIiMjacuWLTR8+HAiKn0TbsuWLTR16tRrrtOtWzdasWIFORwO0mpLz9u5c+coNDT0f/aB3L87XCAvfem1s+xES+XfH22MffWnBOyrk5piCsfKOOHfHBUBvl57DoK9tUtLsAfsP6qUU1/FlIbgNzGGnR6OfbvFGvGGyTctMeVmTxqmUvxfKKaOvBj/g2rdPuDbm+EH9t0RIv5tSsQ6TQnHVKD3E7HtfuwhUmH7bsI6nX5pNdhDZ48B+/Ij25Syx+M4tmT93w9gD359HNjqlNUG38eA7+eOmIJ6OBPr1SJQnN+jaTgXiGqKKbaJySINrHXbk+Dbt3AA2B16od7jkY+EuH2vhzBddeeyYWB3/xDT0fa/IFJ/B3yAx7fr/zAtuNOPOMbHPixSu3ouxXTjrRMxpXDpXUfAfvMPkY71wUM/ge+HtZiu+tIoPKa3Fj+glP87YR34Hls+FOyVc75Qyos/GA++e7thiljMEfxYzei2os6/nGwLvjP3Ymp23YUFYKe9IPpNyw9QHyzhrT/ADnsJU4FSli1Tym//+yHw/br2N6zjyMlgr/xFpI19/9SdSrnIbiEinJ9eL/90HCIiKigooAsXLih2XFwcHTlyhAICAiggIIBef/11GjlyJIWEhFBsbCw9//zz1LhxYxo4cCARlf4wNGjQIJo0aRItWLCArFYrTZ06lcaMGXNDv7xak7h7FpG7sXTuYXIXafcZ6Rh3vLxwRmKTUu3UePtjP9cbMQ3/cibOoUJCxA98JZcwPa6xD+7XrXYObruemEM5MAyR1h0/o+hjwDljSokY1wO888HnlYsp+0YSx6uXuqlOsr3ID2wPvZhv52mxbUrsOD4Wa3DOWGwT9aiDIZhs0vXiZ8C5uDplVffsl+DzPfUfsLVZWGddE3G87oRxVUbdqh6BeHyeaSiFo/fG86nucyY/PAc6OY00IK9Mv11KczZ6FINdVIiNp66nVUrvNHqUlLksERFpRL+yS+uq06mJiHyktFmzTdTT4Ifjvy4I46GfStpCTqj09sW2cjhwicwicc9mr2Bc9fWRtKRV15jOD9siMAvTaHVavMY8VfXy8MHjsx3CmOVnlO6d9aLtAkLFPMhgKV+WqzxqIg7dKtyeSbkMwzA3Mw5N5f5cYPr06bRo0SJavnw5nT59mqZMmUKFhYU0YcIEIiJ6+OGH4UMQU6ZMoaysLHrmmWfo3LlztG7dOnr77bfpqaeeqtZDZxiGYW48NfHVu4MHD1KHDh2oQ4cORFQalzp06EAzZ84knU5Hx44do7vvvpuaNm1KEydOpMjISNq5cyfIMnzzzTfUvHlz6tu3Lw0ZMoS6d+9OCxcurNa2YBiGYWoe/vqq4KZ9U45hGOZ2pSZ+GRo9ejSlp6fTzJkzKSUlhdq3b08bNmxQPv6QkJCgvBFHVPoBiY0bN9K0adOobdu2VKdOHXrmmWfohRdecGm/DMMwzM1PTcShXr16kbMcrYaNGzdWuI2AgABasWKFS/tlGIZhbn74TTkBP5RjGIa5TZk6dWqZ6arbtm276t+io6Np7969/3CtGIZhGIZhGIZhGCIijbO8n7BuAHl5eeTr60uexpmk0Ziu8st6UA5JdytP0vBSU56eFZFr2meu4OXEPPoSSc+rgR3zv9XH8KwnaiYsL8Ac/Pp2kZOeo8VjT5a0sgqktpH16tRU17FfC3U7V7SfNwz1wT5bIDQUzuhQ9yBDi3n1mRrRVjrp3BZqUFOgPO0zWY9N1k37p9qqKv3xn+rLFdHajtoUyRo8R5nSObqVcTpLqNDyBuXm5l73V+j+Ht8Oj55A3i7qtOVbLNRh1VKX9sdUjr/P085efRRNOf8AIYbz4C8dYPnGHu5gh7nj9eapF2NGa/8c8MlaInH5eG79jWKczpE0WdoEoo5MsB8K9nh6ihjw1MaO4GvijePaspxNYAfow5VyhhX1Vltqu4J9yrFbKdc2NAafjVCDpZmjCdh+enFMDVHahRzSsFXfE2PW4SyR4tY7BPVb0opx/tCjbgLYv8QJXaSo2qjPefeh78D2cIuQ6iz0ZkMc9cAX6YUxu1OgOAd+Rqx/xwYXwE5MRX261q1PKeX9h9uDr2kd1LENrJsCtk+XJKVcfAy1p9w7oz6NPV7SAm0nxvFzcxuCL7j+FbDNBTgnc/MSx2spRi2fwI7nwbamYV/Xe4uYnX8R9cIMnjj3Maq0fvTBqIvzwXuPgd1U0uMpsIqxN9w3G3x+nhizatWSNHLdxDn0bYBtMe+r0WDXNmHfj24kjj+822Hw/bbyHrC9pL7SqK4430HN4pVyntlBdT5Mq1Qc2te/B3kZXPttvsBqo6jNOzkO1QB/n6cFzceRu660z8bmizn/lN7bYHmHDc9l3CWcP1tU/pwSjFl+Jry+jkuacq0DxHWwNzUYfKHu2M/reuP1ptGIgTzUH8fafJWuFhHR0tM43qSVCD2st7qfAF9KFs431yWIMSPcC6+fQ5k4Fv1pjgc7UhXvDttwbO3vhe24Lw/1yxoZxXXgZcB4nm1BPa98G461n/cXmrG+tTF+Byx8BeyMibPBtqrGV4sF55MrDkWCXWIX9ZoUjT+8Xr6CY62sQXY6XZzvFrXx42FFZmxXqwN1DNXbSi/Ecx3gjn3ukjT3qespYnquGeO5SY/30SlSP1Lvt3kAjuGy1qJcZ62qv3q64T1LWDAe/9L9nZVyoKRV11rar0Xa74KzQUo5yYbzlwn1sF2DpOvTobrH85d8VwpwIqW+/oiIgj1EjDNLY8b3l3CuIGsx3hEo2qOup4i7RXYrjT22muNQFeE35RiGYWoYfl2bYRiGuZE4na5/9Y7jEMMwDFNdcBwS8EM5hmGYGqcyQqW3ZxBiGIZhah7+cYhhGIa5kXAcEvBDOYZhmJrGqSn9c3UdhmEYhqkG+GaIYRiGuZFwHBLccg/ljIQ52f5OzLu2aTAXvogw71yNrLsl64qRalvVqcnlKWnMZWgxH9zPIY7pWA7qBIz3w219XpijlNvaUMvmvC6Hrpea0hyTkc/BTAPq88y0og5QHYOXUn7cLQB8sy2ox1DXIZZN0GK+vnwOSgh1Htycop8VSxqAskZggaRPV13I58QVnbgbdT7TNdiXIxyY638raMrVhB6f01H65+o6TM1it2vJrimNC9lZYrxp64N6PD8VHAH7QVM7sLMsYjyxOjDOZEjaPmrtFyKiC/lCsyvQDcei45mo/1E/CPVOLqm0Yuq4Y7g/n4/bUmvIERFl2S4p5Qhde/Cdsu8Gu7O2t1I+aNsu+XqBHae5DPZwT6Htll6Cx97IG8dlKUKD/3IhtqO7Hi+Y1HzUbvUxiHUPZ2IskTXkiiT9oQHGwUp5F+0H3/TglmBvTxVj4Is9UBPpfCJqFbVsGAt24kVxTrp334Pb3dEN7CEPnwQ77486StmnO+rNFe3F4zXdixo0ls1pSrnpcDzXJ1b3AjuiBerEpcXXVcrhPQ6Br/ACahd5tcC+UHReaOp51ce+nHEStaZC2gp/8Wm8DqKk60DWwBreQmj17Y5DDcS+YagTdyVZ0vnrcUApZ53Da6adpD93NhvbOay1aKucs7juHc1Pg739RFuwe955RCkn7RTjS77VRkRpVBkcTg05XLy5cXV5puroNQ4y/HU/4qbSyirIwfmVwQ111HKKJb1HlQ5XuhR35POaZ5W0lFW6W0YtzolkXVS7lIqm0QjbZMI5YI6kf+Wlx22rr2QPT9TJ9i1BnbEgkxjTfQ04Lw90w3upIjPq3qm14DQ2jDR2aQror8F2Va/rjbcHpNXgtgLd0C4qFudBm+UHPoekIVdr8QywLw6fT2URJOlZXi4UbWU1Y1tYJa0zk6FsvXGTpHVpl+YzdgvaFpvYtkHSqtNKWmcmHcZ7D9W+LA7sj1ppXi5vW6fadrEVj9dNj33DIvmNqnrkS9dJUSGe+zoeoj97S9vVSnWyWPB5hY9BtJWG8DrIteK6suaat+ocGXTSXE7SmMuQxgF/D6EF55Cee+g0GEtDJH1kdbuqdft0VbhB4TgkuOUeyjEMw9zq8C9DDMMwzI2E4xDDMAxzI+E4JJB/eGYYhmEYhmEYhmEYhmEY5h+G35RjGIapYfiXIYZhGOZGwnGIYRiGuZFwHBLctA/l9KQhzV/aTldpvam4pEVdgEIX9L1krSibxl7GklVjjAV10nbqs8GOl44hXydyxRvbUTPinaJ0sC0q3bvfDai3IGP+h47PVcrT6DpbgNoGag05IqIkrciFr+WHehLtkzEX/oxOtLOH1NXzNaiL4OvAXP9crdBjcHfiuiWSxlx5GmRV0SeraF217h0RkaGcF1+thPn+rvQFV47h5Vp4vv6bhut2tgltn0uSzl+qtvz+W1PUhB4fB6Fbg/VxDclNW6o3EmAU1/2lQrx+XgprAba7HvuyWisl02wq00dEFO4laeGYxLZC/VE3s/Edx8DesG4A2Oo+823+OvB10vYFe2xgU9y2t9AGm5OQC75JAYPA9jOKYxjv2RV8SUU4LkXWRn0Tp1OoBrVvdQp8+dmoA1c3Ev0HNvZUyp367QJf1jnUawvqjOumLHxQKbcIxLj6RQbGbLWGHBHRmnyh5ePrjhpyU2MPg92BuijlN7d3Bl/fEBwDZ2xCnbiR4ZlKefUPd4OvaxDql+38oA/YHaNilHLy2ubgq9UiDmz7lkKwje1Fee3r94OvZ+cDYM9YNQzsBqr+G7evA/g6BeJ+PLdjLK3lIfyJeXjujdJ10iKttlL28cZ2fOhEJthNHYFgv5MiNPaGubfBOumxrbwkDaWkX8U1ppc0g8J8cW43SurPsQdbizr7YJ210vHdO+JXsM+uF9dVWITQ4tNYKj+vYy2fW4OeHQ+Tt7F0vmf0FHpR2VeCYDmbBQXNfCRtqXyVBtuwzvvAVyJpZdGFJmAG++Yo5Z0puF9/Scuu74Q1YGtCVfPCHBwDwqVp6/xpj4NtdYj+HXe5Lvj2p6Le428pYjxp4I5zUZ20H4MG5/wBbmLel1mMWpeZ5jpoOwvADnEIPW9Zf86E03SKL8DrtVlvoUmqa4ILp3yPOpqyhlzDNVOUsnMltttvM3FcM+nEWFW/J2p9+p6KANu/TyLYLc8LzTVDGJ4/Ry7WWRsgaYtZRYM4CvEkaNxw2fTdGEsDWl5UypZMKR744/ipcZP03NT6u5JOocYTx7CUDa3Avpgg5g4de+7F/QbngH1wkdDEPZ2LunD3TVoJdlEcaps2PR+hlC9n4DXlLun6hQWjTmq9YUeEocdzkLYe53KJidh/W3bBOYoa7Snscw6pP7cLTlbKraJEP8ozO4iOUKXgOCS4aR/KMQzD3K44na4/ZHPemG93MAzDMLchHIcYhmGYGwnHIQE/lGMYhqlpnJrSP1fXYRiGYZhqgN/YZhiGYW4kHIcEN+1DOT+HibSa0letLapUO5uUhhfkwFeuk7X4aq1dnYompeyVlxYr42rqpzq18JKUKvlyI7QfjcdjMqnSJaUvi9MwC76GutItXil7OvHVdTmVtyqplNWJXA81Z3R4/h53CwBbnbL6ZDqm74RqPcFubRPrHtRjepK3Ez+BLZ9ftT9bg58W95XWzdWU/fnwqrSxvK7cbiaSXhtX+YvIVqbvWtsqr54GKU3WJqXvqvklBdvmiUaYmj07Xlxz7WyYUrTJWH76qrrOcp2Ky6mTvK583d+ItG4OQrcGdqdIRzmcJfp2pJSiseIyjrX3hWFqTJpqIPfUY3+7VOAOdkNvvA4OZog0vdFhSeA7v7892IU2jAHJRWLbTXXR4Ntv2wj2PW5DwD6cJcZTrRNTRb7NiwF7TgOR6rQnHSUXegVjSt/5HH+wh7YTqRRpyZjeUbdxPNh58WFgN4q4pJQv7G0HvqBQTPfIPILpWD4Gcc6OpmEaVIgDj2EX7QdbnbKaW4wpio097wL7kGO3Uh5dqwv4YrIw3aVzLYw1x7P9lPLwhhfBt+R0I7Dfe2At2GePiJSc5pHHwZcYg+k6DUfi8RXuEOdBTlfdeaAT2E28se/vThfzl/vCMe15TzqmIN0ZjOnYWcViPudpwO3G5WM62h2e4jpJy8JYEq2LwP0SHv8IN5GC+mPRJvA9ZGoL9rlc7K+tA8S843hmbfA1q4Npb2fPYp+rGyLSZtPSUW6jZeejYMv9OSxcbDsxNkIpF9hsRBRLlcFZibQhjkM1z5XEOuSlL72u3E0lyr+7mXC8kO1CM8YhX3eRzpqRin1XJqkI59P++WKsyrbgHApHIiLzZZy363PEtWrNwWtV71kCtpzuaVW9ElNsldJzDTjvC9CLGO2Ph0450jTdx+Ev+VUxWoM+Dx32ea0kFVOiylk1SJdHvk1aV4N28RUxDrgT3tNYLDifllGnrGrGfAE+3aydYBfaRMNaMzC+FUgyEZ5nsB5qKYgAK6a22opQjsOZiG2jNYj5jlWa68gpqJkZ2G90F0QMKM7H/miS0lm1OpyT6Y1iXVOtHFxWSnUtKsRt61VSAtkX8Z7bX7optzvE8dYy4XbteXi89hLslFkqiYaUApwLBJhwHhhQjO1cdEyku2q0eP+WkY7XWJEF91uQIvwGE14Y8uiul/4hS9VWhWnifBVZ7ESUQpWB45Dgpn0oxzAMc7vCD+UYhmGYGwnHIYZhGOZGwnFIcP2vijEMwzAMwzAMwzAMwzAMUy3wm3IMwzA1jNNR+ufqOgzDMAxTHfAbCgzDMMyNhOOQ4KZ9KJehLSaN5mqdK1knLbkqml3/oJaUWqdqsxF1RjbH47KyvleB6hgP6tPAJ+uXqdctz0d04zTkZMqrR4YW9SVmW1Bzpn2y0F+QNeRkPcEIh8jRb+Lwk+qATzjsUp3Ufr0GXyiV9cvCJf2hEpWem4cTL7EcLWp+yNpvamTNuBLC/lqelp2seydryjnkT9doyn7iIx9vefpsDaX9fheLug/njUKP4rwup8x9VoTVxWtXrbcot2NFeKnWtar6hcOpo8JrrXAdcBC6NXiy3x/kbSy9DrUq/ZpzJ1rAcs/dfwTsghTURvFvEa+Ur8S0BF/thhgfMuJQw6RWQ3HN5Cai9lmdtufANu9AzZ0uDYWmYx2PxuBrHdoM7Nh01HfpWidHKXeTNLuimuI1FJ8k1p0ajtpnat0UIqI7mp8Gu7hQ6IhFtJaOJw/HeD9VOxIRxW69QynXbZgAPoNXMdimeqgrGnZBKCFFNT0DvmM5UWBPD8ZzNjVW6ODJGnIXCteBbdSLc/bR5UzwhTpQV+xoDl7jDTxFDHjmQBD4OmHYoQe+xHqEuovYk324Ifjqe+K4Xbi3A9h1PcT5vZiPcailH87B+obHgd0xSOjofH6qLvjqeWDc2ZUmXSdGsd+0EtxvQy/c77wDos5aaWjcbPkd7FBdc7DHNhLaNz0LuoFvXzpq97QLyAH7jyuhStnPgNdBdi6elNp+qKe44lCk8Llh/Lbvw3Pi7416rJ9v6qeU63mIeVKxvex5QEU4KqHl4+ryTNU5nFyH3HWlc6tMs5hjRYckw3KZkg5cnqQllVAg+udvR+uDL9uG/ah7IM7lYi+JuCT3gL0ZuN/s7+4Fu8Am+nb7ALwmzuVifJCxqX6NbB5+CXx1C3C/IR5irJWk22inFJPNJXivYVVNgWW9uSI7jltehO1aaBPjQGoJzvmDTbhug1o41/78l8FUFg6ppYMkzcDfZrZRyrKG3JSzPcD+uMmfSnnL+n7gi5f0zPzOYLw7li30PAfFYZ8z2/B4M0tQRy1NpYXWyAfHNBkvI/bBK1kiPhZI+np26d4juQj15T31Yr4mP0uwS2OYWheOiKhEZa863wB8eRha6NWeQo81LQPj+R9rBoJdZMVjSFO1VWoJ+gqzUUO1tjQHM5wV58hL0l+1SceTWIT9tV6wiH+pmVjnRt54v1dgxTicVSLaeeOBzkq5NA7h3O564Tgk4PRVhmGYGubvh3Ku/jEMwzBMdcBxiGEYhrmR1FQcmjdvHkVERJDJZKKoqCjav39/xSsR0cqVK0mj0dDw4cNd3qer8EM5hmGYGoZvhhiGYZgbyd9vKLj6xzAMwzDVQU3EoVWrVtH06dNp1qxZdOjQIWrXrh0NHDiQ0tLSyl0vPj6ennvuOerRo0e5y1UX/FCOYRimhuGHcgzDMMyNxEmaSv0xDMMwTHVQE3Howw8/pEmTJtGECROoZcuWtGDBAvLw8KAlS5aUuY7dbqdx48bR66+/Tg0bNixzuerkptWUKwtZj+xm1U1zhfKOSdbQc3Nifrdau+52aItMDeoA1XVgXv0ZndCjaG1DjQi1hhwR0R69yJtvYvcDn78Tc+yzNajV4KbSc7NI+mX+TtSc0UrNrNagk7XctNKDFa0sfKHCIuneyRpz5nK00eT96iX9BXk8U2vDmaXjlfuVGoP0XP+CFjUhog1Y5w1lbsk1TJJWX4F0nZS7rgvtKKM+Xgf/pnHbYzUbyfrXmGvLE2NRi47HYLlzMa3BbtHjINjZZ8OVcmA91GRJPIlab/XbngX7yinhD2t9HnxpZ1DvxN2EOjmXUoXGTgN/1DOLTUeNstqeBWDHqTRMGgZkgO9wLNa5Q6MLSvn0pQjwtQiPBzs9rTbYEU2EBl3eFfQFNEWduMKLYWAHhgiduNQE9DUasA/s7KONwA4JFO2RmBwKvk6BRWBvT0WtsA7URSkfcuwGn1pDjojIYhNxqLEJ93NSh3psPYzYrolFYlzr5oexcFsOajNFeqEOUmKR0IZp6IXjZVIRBq2mPmhfLhJjZGMfHB/P5aFuYZ10PN5QT6Ev6G/E2BFfiDGtlS/uN0m13zAP3O/FAtyvn1Fs63QuuKixJhLsMzY8R/F5fZSyux41dGq7YSxJKMB2DzIJ/+lcnEfc5YXXUFIm9mdvvTim+EKcR9wpachdSgsGu5aqXvGFQovI7MB4xtx+xBW4k5u2VHMqzyquKbc0vPZk7aw8SQ/KXSeumSATzl9CNdgfc6UplUG1eGox7sddj9d5uhnHG7Ve25EsHKcKbViPs4V4D+ChEdv6/RTG2RI7Ht+xbHE9+hqwjhcLZN1ovO5zLKKSPk685q0OXLeA8H6htl7sN92MDVcs1fFKMdqNvMW25RmlrPR8WRozTKrzWWjD7ao15IiInjkvtDPnNEZfmqSDl2k2SH5xfven4rzBJt3TyOezxC78mRa8Z/ORNDkzJB1RvWpTJp10/hySFrtNuufRiGPwNWJLFtuxjjrpupHrpSbEHZf98YjQNvXU43rpUjsapJvF2HzR7knF2B/D3PGc2J1lP67x1GO75VslHXTpcLacaaWU5TfO9mfgum5Sp9RphI5joJuoc8kN+hBdXh7GTTc3N3Jzw7hssVgoJiaGZsyYofybVqulfv360Z49e8rc9htvvEFBQUE0ceJE2rlzZ5nLVSd8V8kwDFPD8JtyDMMwzI2E4xDDMAxzI6lKHKpXrx75+voqf7Nnz75q+xkZGWS32yk4GH/oCg4OppSUlKuWJyLatWsXLV68mBYtWlT9B1wOVXoo984775BGo6Fnn31W+beSkhJ66qmnKDAwkLy8vGjkyJGUmppa1XoyDMPcNvDNUPXBcYhhGMZ1WFOu+uA4xDAM4zpViUOJiYmUm5ur/Knfhqss+fn59NBDD9GiRYuoVq1aFa9QjVQ6ffXAgQP0xRdfUNu2beHfp02bRuvWraPVq1eTr68vTZ06lUaMGEF//vlnGVtyDTl9067BdyarksJZ3rr/ZGpoedt2l15ZLdbgK67l1amiOqv9NZkWXN5+ddJ+E7T5YHuouuxBfTr4mjj80FalrJ7X5YDvMTPmh/dvi6lAc06KV+xXdsE6vL0LP03dyIGfAF9vEE/eG0pps3sMmBYV5sBPul/WivSXCAemTKVoC+l6KZJezbdr8Tpx5XyWt6ycNtpZj/11kw1TEaqSMG9QXfsl0nVQ0bjgo0pXzpBSpOVrzCql7/qq1s3SiPRAR1WuCaeGyOHizQ3fDF3FPx2H/Jokko+ptN317UVKS/56TCNpN3EH2MVH/cCuPUikaFrPG8HX9NmLYBdtxP7YcHSMUk7fhCmYQc0x/VF/oR7YzQeJ403d1wp8nbtuBHvPqsFgd2l2RikbDHidR47bDHbeUbHfPu0w/Tb1eBOwG7Y8B3Z+hhhrazePB1/BZUyV8W1+CexLOzsq5eCIy+CzJGOalF9rbOfLv4o6t257Enwpu6PBfrHHCbDf3N5ZKY+u1QV8H13GNGF1yuq6ggXga+F5L9irC9aCPcz9bqU8L2MN+MKNmKL5XcERsGeGdVfK76XEgG9+kwiwJ5/HtOiPIkRf+SpOSrPEU0JD+24F2+AtYtzGpWPAN7ElnoMzGfjL9YTOp5TyzjMtsY49MSV808E7lPJ9zfDc9/oTU8RHet4F9phBop1L8jBVbffh9mB3bnkK7F9jOinlSa2xr6dk4dygQWgS2KdU/qER2JflVNcmdRPB3n9Y+HuGiuMrtFmJ8PCvm8r82MM/Dl3NPx2H7m0cS15/za1KrCJ+NGl6AZbT6nDukhSP8cDbW8wvE6SUfR93nJsmZOPNaKMg0edWn8Jrs0NgFthd2qK8g5uX2LZ7EM61s8/XBzt5/Z1gnysW8+8u9VHOIFG6ZnakCruOB87P/Iz4DorDjHPEhl6iX+/JOw2+JtJYe1m6DVNv+Y5AnItapHmefPU83U+Mnx6BmIeflYDpyVYzzh3q9zwkfBl4v7BlfT+w1Smr/77QDXzOFZOxUkbpvvOAGCPdo7Cf2C9gY2iMkm0Q7ewowLRCjTvOK+K33AG2by3Rr+S+7V47B+zU0yjloVOlksrzJEMdbOcrW/G6dXMX8/zMVOxjdZvHgn1or4gH8tg4cdRvYFsyfcHevL6vUk4oQPklHwPe77ULxUE+rJ6ILe5+eI8ad7IZ2FeycS7Utav46qjWgOcrduVwKo8xrcVcKKSBiFF5Fge9ePFaa1RMVeKQj48P+fj4lLtsrVq1SKfTXfWDSGpqKoWEhFy1fGxsLMXHx9OwYcOUf3M4SvuxXq+ns2fPUqNGja5arzqo1JtyBQUFNG7cOFq0aBH5+4uTnZubS4sXL6YPP/yQ+vTpQ5GRkbR06VLavXs37d27t9oqzTAMcyvDb8pVHY5DDMMwlcdBlXhDgT/0AHAcYhiGqTz/dBwyGo0UGRlJW7ZsEft0OGjLli0UHR191fLNmzen48eP05EjR5S/u+++m3r37k1HjhyhevXqXbVOdVGph3JPPfUU3XXXXdSvHz6Jj4mJIavVCv/evHlzql+/fpliemazmfLy8uCPYRjmdoYfylUdjkMMwzCVh+NQ1eE4xDAMU3lqIg5Nnz6dFi1aRMuXL6fTp0/TlClTqLCwkCZMmEBERA8//LCS+moymah169bw5+fnR97e3tS6dWsyGo3l7apKuJxMtnLlSjp06BAdOHDgKl9KSgoZjUby8/ODfy9PTG/27Nn0+uuvu1oNhmGYWxans/TP1XWYUjgOMQzDVA0Huf7mG78pJ+A4xDAMUzVqIg6NHj2a0tPTaebMmZSSkkLt27enDRs2KB9/SEhIIK32xn/71KWHcomJifTMM8/Q5s2byWQyVbzCdTBjxgyaPn26Yufl5ZX7aqBZ0nuqSHOtPP0yGVc012QNK7lerlDefmV9q/L264qG3LX8lV3XVf258jTzCiWNMk8nflI6X2NRyt5OfFptkz4g7q/SApM15L50w+T3cyfCwH75DpG//+Ru1BRY2At1PB7bidoc/a1CJ2enAfWF2tlQp+OQpIvX2i40Z07pUKejuR11AQ5L66qRNdUMUr+xlaNN6Aryud9iR722sbWkz23nVH5f6ms70IHjT6a2BGxfqW8kq7T6Qh2oIZQo6Raq+w0RUapKy0+9rt1JhGeXqQlqMg7p23qS3qM0UOetE9qRnhPwWsyaj/XweSYA7OxPM5Syx4uo95H3AWpWuT+N8S/9XT+l7D8NdUcSZvqB3XAiauHELRFaOPW7HgVf0s52YDdpiGPi6fNCC667pI2SuRd14gJ7ijEx/Y+m4AvpcAbsoxt7gB05fZ+qvtg29V7HWJLxPl6bar29o4tRi6jpN6gVkjUDNcnaPrJdKe9bOAB8HRvgGH8+EXWP+oaIMSMmC89JqAPH+JM6oWcja8idLvwJ7Lu8ngD7l+KflfLdHsPL9BERfdYI39SZHieOb0Fj1OqZdA419JY2x/P5yBnRV5Y2aw6+t8/gOXjKjrGlOF1cG4Prow7O9xdQh2VyJ9S6S00XsXZQ1D7wnTqNfePOFuIYNp9sA74BRlx2bdHvYM9VaTMVZKMeTadm2F9PXWgM9sg7hX7k55uwzV+cthjsn5eMAvuuVkJr65vDHcH3f4+uwDp/fzfY9zYX1/bXJ4Tmn9lhIabmqck4dDothNx1pX1W/aENzXkcHy02nE+nFGDfdksXc6gsM9Y5sMQD7GNZfrht1XWeWoI3r4mFOKdqcAXnxG5Gs1LWJeJcOzsX62h14DHZVfP6w5fDwZdagmNRoV3cD+VYsC3yrbhddyceb45VtKtJg8djwiGOgrSoBW1TbTrfim2TYcb9+hhwTnxZpfvnmYaalJm5fmBbpbHW91SEUi7IRr2yeEmjLK1EtIesIad5YCHY5pnTwLaodDd1R/AerUTS0XRYsd3dVHpnRRk4b9JosG0S0lBjtFaxmHNptXgv7C0db2Iqxnv1m1R2G7abR0IB2Kcv4v2hTivqlVuC14lW0udOyhf1yLHgfUfrU6hzZynCbaWXiOMzSNtNkJb1yyr7gwO+ufhGbUqOH9ipRdifzxwV8SO4Nt5H5lik+3msFp1KEv21SHV+CmxWIkLtvpuNqVOn0tSpU6/p27ZtW7nrLlu2rPordA1ceigXExNDaWlp1LGjmEzY7XbasWMHffbZZ7Rx40ayWCyUk5MDvw6VJaZHROTm5kZubm7X9DEMw9yWVCYNiNOGiIjjEMMwTLXAcajScBxiGIapBjgOKbj0UK5v3750/Phx+LcJEyZQ8+bN6YUXXqB69eqRwWCgLVu20MiRI4mI6OzZs5SQkHBNMT2GYZj/Rfird5WH4xDDMEzV+Vs029V1GI5DDMMw1QHHIYFLD+X+FrlT4+npSYGBgcq/T5w4kaZPn04BAQHk4+NDTz/9NEVHR1OXLl2qr9YMwzC3MPxQrvJwHGIYhqk6HIcqD8chhmGYqsNxSODyhx4q4qOPPiKtVksjR44ks9lMAwcOpM8//7zati9rWMkacjIV6ZuVt+3y1q2KhlxFqPfrinadq5p5la1TVberbmf5/MnHW0J4vL4O8Wq/3BZ2qR7ZGqFj0b9tNvhkDbkdhitgm/YL7QpvHeqkjdmJGgr/CUHdu5kqEd/GDtQ9kDXkdFKfO6ryy3p6ssZceQQ63MHOUbUFkes6gOWtq2aIlHrxTQZqvVVlxFHrxOVqyz+eXA3q7IQ6hAaIWl/uWutmS23lpToP6nWdTunYXICD0D9LdcWhvI3uRMZSjRiffmIMyVuMujEBIwvBLv4aNT58xwvdnKKPj4HP514cx/LmXQK79mgx/uR8jv264Tgct47M7Q52q957lfKlPzuAr06bs2Cf3Yv+tm1PKOWs46gFVqvnebCLjgUJXxRuNzsGNbk63P0H2DnrhF5bg4dR66z4G9RCCZqAY2LKYqF31uaebeCzL8IxMPBR1KuJebWvqFMv/Brivt9R965lw1iwZ2zqppQ718Lx4mgOXqc9jOL4VxesBZ+sIbeuYAHYHd0fUMrnrRjDngi8B+wp578D+/PGQ5Xym3E54PuuDWozLT6HejWbu4hYs+wU+v7TFvtccizq7dVpKnRlJh3Dvr2sA/btpTGRYI9pJc7/97uwL/dvLung7Rc6ef3qoXbd85fwfI3wRO23tMQjStmvFsbVtXvxLaaBbVCLcdHvot/0rov73bd6INh9uu8Ge8kGoV04XNKuO7sTdf8G990K9orfBinlCe3EGFJgtdEnyVQpHH/9uboOc31UVxyKanievAylkyeDUWh6xSfVgeUcDoxLdmnOkKTSfouui9difgmOlwFGHHvd9WK/8mxR1m9r3nM/2LqAIlHHPJwj1snH/ZpOYqyxqeb5DkmDOqkI48ElEmOTIw+1oD10eG/h5kTNrjruomc7SrCXn83HMf6KFufxwVYxRnpbcbt2WZMrH+eNTSNFnNV74zwiZ0s3sE0GjP/+fRKVsueZDPD5nWkJdqZZ1VZGbEdZQ87tjY/A1h2YI8pxONgYC3NxWz0H47qFQnk5MA7HPLLg8UR6YNt4NhTn05LuBz69tGxQM9Qz06h04YzhWEeZsJQgsNNyhfZdj8hD4DP54P3DoQShG5dYhJpy/pGoTVsSh/uJTBXxQ77+ZD3I8AA8vy1U15jOE9tCtxfjriMOte2athRzNJsFryFvNMkq9V8vlT5k3XDR//ItlX8mwnFIUOWHcrI4nslkonnz5tG8efOqummGYZjbEqdDQ06Hiw/lXFz+fwmOQwzDMK7BPw5VLxyHGIZhXIPjkKDa35RjGIZhysfpdD2oOCv/oivDMAzDAA6n69o8Do5DDMMwTDXBcUigrXgRhmEYhmEYhmEYhmEYhmGqk1vuTTlZ+6oizTW1XpSrmmvlrVudmlyuaNdVZb83C65o5sl+tZaYtxPz921SlrkbiXXnnPQH38t3oBaMWkOOiGiTUeTKe0nabs3tuK03UlAHYm5TUZ5+DrWlOtpQ52KfIQVs9THlS7powSpdNCKiJA1qG6jJ1KIOXgM7atud1+WUua5MeX1OPj/fW7AtnmuIx/BIwnXv9irUOnF1HKh3kiTpxMnnLF0rNE1qOzzAl6zFOrtLuiUlKt1Dtaahw+mk8pUqyoZf17418Lkzi3w8Stv90lctlH8Pewv1P7I/Qp0tjxebga3WkdNPQ+227LdPge3+EmrBZP1H6LC4v4EaXOkvot5V+2cPgH304yil3HrwTvCd2YzaWU0i8UuCsYeFiHnrh3eArzAmBOt8nxibStZiTAroEw/2pe/bgx32phjzcj4BFxnfQX2aojd/BDvoGREvEt7pCL7g/6K+l+31RWBH/lu01ZGPOoGvdWs8J4kXMT6MDBc6Ocez/cDXwBPHxMQiocU0zP1u8P1S/DPYag05IqJDxSuU8qq248D37nnUmNvYqSvYAw6IbW+LRmH5MUdwzNvQHXXVHt8udJ2W9DsMvjd2Yf+dP3Ev2HHHRN//OhJj8tCDGO8ODE4Fe/VhcQ4f6von+DYfxr7/yB0HlfKLW1CPbaw36tx9k7cJ7LmNRXw8vB/7Te+mqHv0p6TN9FhfoYn46UbUqpv58Qqwt77TF+wHooV24UpJu+5fs78Be/fcPmDfc4fQEFqxR6xb4rAQEbbV9eIkDTnL0Ygtax2mZklICyFPfemcJjxYaHr9El+33PWu4DQQ9KHqewWAL8+CWm/Hc9Ausvsp5UuFVvBZ7DjfKkpG3WV3lfRGxqmG4NPpcc6fY8Exw6wRelnfJaDO1jm6CHayVehOFhtbgC/AhnVyaHA/WZay31HJpSKwvR3eYBeTmJuCdhsRpdlx3Tgtji8ZcUIX0OSOJ+x0OuqgyrQ8L2Jn1jkc845l4xw5rUSl5X0AfZY8tNUackRE+jv+rZStm6aCT+OGx2tIRr1Z0op2dV7KB5e9APtYYYYf1kOln1iQKvUp/7wylyUicljFPN52GnX+9F7YznsuYZ9Un0M/d4yVXp5or08SffK4GXXfZpxBzceCdLx3tNnFXMHbhHU6LJ17n1w/sCNSxfVr9MY+lpODy6YX471jzKH2YrsmXDelGOdv+Ta8To5mCv3EoERxfAU2GxGdpsrAcUhwyz2UYxiGudXhh3IMwzDMjcTh1FQibYjjEMMwDFM9cBwS8EM5hmGYGoYfyjEMwzA3klItH9fXYRiGYZjqgOOQ4JZ7KCenlhWrUsuIqpbeWV4qZUVplq7gSipsVfZbUVuot+1qmqwracEy5e23ovOr9mdr8DPleg2+fm5RbXtlF3xt+sndmEbqrcNXh9XpjwUafC06VUoNNUnnaPwF8TpwtB3TvPZI6aoDLJh+8JsqbXZxXUw5fTKx7HTVinAlXVXGlfRqXwemFP9fPL4aXRUVS3W/kdNV5X4jn7MGdvGKeZwOX3v3d+Ir9HK/irSJz5gf1acrZacTl3MFfih3a5C3I4DIWNppwx8RaRlJr0fAcnXGpIGd/DKmC4SOFeOPnK7qOx4viivPY2p9ncfFeHP6UUyTbfnwBdzvt5iy0/Z+kWp3aQOmaDbvi2mHK5aPBrtPG5Eae/nntuCrOxTTZrOXN1DKfm3Swbdn/iCs0x2YDnl8qkiTbX/PJfDFPxIDdsNR2M67/y1SD6Pu/h18WVNwjKg9ClPpt77VUyn3emgt+DYtGwF29+57wF79g0hDHd4QU6ieORAEdjc/kRo0L2MN+O72GA72eSumpKpTVkcfw/TGaPfxYM84ivEipm8bpXzPboyju4Zg4n2LNZlg7+stxpqOmzDF9IsmOH4WpGFKTqNOIg36+zVDwXd8BOoXHD6N/XVCn61Kef/h9uAb1ns72Dv/FCm5H9+zDXxRP2LcfbNuL7Dt5i1KuUmDeKzjuSZg92qLfX3TXrHf6cPXge/H1/B4B0p1nvPjMKU8tf8f4Fvw8liwx6ragohoykqRjv1uP5HKmm+10at4CNcNpw3dGrRodIG8jX/Nf7RiPja1635YzmrB+delVLwO1Hi6lYCtK8I0tQFhOIfSasR+86x4zZt0OA80eEp5sypCB54Au/iUNBc3YDz0Khbj52t3YHw4k4EpfhuuiDgUgRmZlGXGfvtHUTzYThJpeXl2nKd3c2sO9gUzjoEhOhHv60vyBfUIU11b2DDV3tNXxC2TH96ntKiNY6/JiDHMECZSKQOsieAbFJcM9v5UEZfco3BerjuC51onratOWTW8/Bn4nJtfApuSsB7kUPWrYOyf+kCMS34FOL9xCxOyCqa6OK/QemN/LbmI6dhGf9GWugA8Xo0v3i8MaX8I7KTkUKXs64PnWm/AOj/aNEkpn8nGFFuvtklgG+Iw9dVqFfeZWVl4TTXzxblA3UBMjfUIFTFb64nXsrcX9qNa7nj83YeI+KeRjifkfCOwm+jxuhnaTMxf67c5q5TzzA4iVDm5bjgOCW65h3IMwzC3OvxQjmEYhrmRcNoQwzAMcyPhOCTgh3IMwzA1DD+UYxiGYW4kTmfpn6vrMAzDMEx1wHFIUIVkMoZhGIZhGIZhGIZhGIZhKsMt96acrDGm1v4iulpLSq01Ja8rI+tjVUX7zBXK02uzS5/tLk9jzhUdOFfXLe94XdXxK0+rzyq1s3x+S1T79XWiPoF8Dvyd4jPYb+/CXP+FvVCLacxO9De3i/x+WUMuUYv5+vIxBDuEvsR+PWog1XZ4gL3JiPpRwyzis+aPX0ZthmWN8bPeD8ZivcrT+atOTcSy9klEdE7SrutlRc2P1W7xld6Xus4VXX9yv1HryAVL5yBVi3oLtR3uYKt15MJV2nR2p4FQmen6cTo15HTwm3I3O97NL5O3e2m7X1oWqfx7+AjURTv/ZRTYTR5B/9kFYt1m02LBlzg3FOx6D6H/7ByhDdZyMmqsHfmsJ9jtRm8B+/zPXZVy7Tqok3N8Qw+we7Y4CfaBM0Lvq++df4Lv4g+dwW4waJ9SvvxHB/DJGnI7dnQDe/DUH5XyoeV9wdfxJdQfOje3C9jR435Tynu+GQK+Lu+eA/v8bNQv6zVB6MjtXDYMfE3r4Ni7Xapz1yCh77LkNGqwdPIBk7blCG2YcGMk+H4p/hnsJwLvAfvd82JdWUNuT/FysA/3w7Z7bldTpbyxL7bjI790BHtvL+xzUVuFTt73bfBcjzmJWoQnW6F+4pEd4hx1b3oafGv24/kb3gW1+g4cbqeUO7ZA7cUt0jlQ98l1W/E6eKIWjuHvJeO2hqWJeJ+RiVpEDUNRT+l0LJ7foX2F1tvqjf3BN/6pr8D+7+cPgT3tHtFfF65DrcV/jV8J9ryvUONxzqDdSvntraItLA4zEeG4cL04SUMO1vK56XGSlpzO0nco3FT6UImX6sFyJVZJUy4PdSZ1Kl24IDvOCS8XoPaZRoNzSPW6+VZ8n8Mpv7bilN73UM1dHFnoc9jQ9sGpG7kXi2PKKcaxJteKC/sZ1X1TmgPj4V6Fp14sb3XgnLDQhvdhBpLm0yrdtGKpXfOtWI8cK85VC3JEwNBJ+l5FZtQ7tjuktssV+7IV4f2B2YZzZJvqHNgv4H5KsvD+x1iIM1uNm2hnWUNO0/9tsJ0rHwebbKp7DV88f1SM9zAGX9SB1dQRwoD2k3gOtL6SLp5J0njWiuVL4lDn1eCPOnGJV8LAPpUu7ltaSvNuvRbvnSyq851jwTZ3FMrXCdruXkJjrpaky5gg6dMVlWBMc9pV25LuJbQ6bCujtG1boegrei88BxZclTTScJ+VL/prnRLRP+3yii7AcUhwyz2UYxiGudXh9FWGYRjmRsJxiGEYhrmRcBwS8EM5hmGYGoY1FBiGYZgbCQtsMwzDMDcSjkMCfijHMAxTw3AQYhiGYW4kTpKT/K5vHYZhGIapDjgOCW65h3KyNpasISdrXLmi9eaK5lpVNOQqQq0HVl6dylvPVX9F65Z3vBWtK1OeVp9Meec3V2MBX7gDxXy0qmo1knTCHtuJOk7/CUFtijdSRK6/SepzFemzlThFW/3SDfXn7vkTz6esMbfeKLSM/B2oEfFIbAnY5Wn59bfUBd8OA+rkyHp86rZ0RZtQ9nWzonbDcT1qN1QFtRacrAMna8zJ/aa5XegGXdBlg08+n+mShqBaY+6SSpvO6SwhqqQ0H7+ufWtw6fdO5GUo7VsNHzur/Hv2LxGwXIO3sL9lfYrXX4OPRP/MfA+1e4Lf9gc74+0QsMMX1FbK6TNRQ6jpqnCwD9w3EOzO04TuVtoP9cHX/rHtYO+Zj/pYwx4UWm+OItS2qfsU6mzZvhNaMWEoOUOZH6Jm1+CZm8FO/1Fon7X6Evt43hxpv6tQB+/SQ2LcilyO58D8BY499b6XNNn6iXbv/uFZ8BV8g2PAkIdRb2/nB32U8nsPrAXfA1/eBXakl9jPdwVHwPdZo35gTzn/HdgbOwlNwBlHUR9K1pDr8DvqCW6NFuek3cYErH9XL7An78S+cWSgaNe3/0Rd0FPDMWadvtgQ7O5DRD0C38Y67+2F6/b9oRnYm4adV8rrDqKW3d1dd4M95WvRzq9Go2bejF2o3TMtGPUEdfoDSrlNb9TI++rbkWCP6vsH2B+vGSrq0B/b/I+vhoP90OurwX7zuYeV8tQBv4Pv2B/RYD/7H9Snm/Oy6L//uXeDUs632GnJUqoU/OPQrYHVqifrXzpmRpV+lKw7ZXZIemaSrlihTfjbhaKesUaay10uxDhlUulS5eFQe5Vem6wNpgsQ8zV7Ds5rDZKmVQ5O6ylHI7Z1JhtjyeEsnMfuNAstzAYFGIP99DjHd3NiPdS92kuP89gsO+qVZWlzwNY6RL2KbOXfVmc6sW38QoRmsSkAY5ZVOp92C45r2gCh4+VMRF+mpEFWqNLu0xjxfs5hxTqbew4G25AsxmVKQr1VWUNOM+YL3NZZoX1qSMN1NSacx1N8FtpFqnseraTXliu1hTt2HI1e9FeTD2p7a7DbkFbST/QzivMdXk+6TqRlDx4QcepcXvnn3laA5yQnQ/Qbq9RvZP1A+frUqa4bjUHSPDTgBWqXNOdKslXa2Gl4Temk4T3DjPVQ19NSKI7Haqm8TjnHIQF/fZVhGIZhGIZhGIZhGIZhaphb7k05hmGYW55KvClHt+kvQwzDMEzN4/jrz9V1GIZhGKY64Dgk4DflGIZhapi/01dd/WMYhmGY6qAm4tCOHTto2LBhFBYWRhqNhtasWSPVwUkzZ86k0NBQcnd3p379+tH58+dhmaysLBo3bhz5+PiQn58fTZw4kQoKMA2QYRiGufXg+yHBLfGmnFrDStbvkrWkZO0zV/TLXNHOqkh3qzxcWbc693uzoD4PFemzyZR3vCWE516vEc+c1xtSwNffijo5M1PQP1fIHNH4C6h7EOzwBFutIUdElKkVOgij/0S9qK9a4vGNPY3brmcXOh5xOtSXaGL3A/u8Lgdsdd/YakwC30ALalGtM6LGUHnXSXl9Tq3VRkS0x5AOdidbLbDP6CTNCBdQ68jVc6DeSaIWtftkzTy1jlwjqR3PShpz8piSrTqf6nNvd2op9zrqfS1qSlNu3rx59P7771NKSgq1a9eOPv30U+rcuXOF661cuZLGjh1L99xzz1U3Uf9LhPc7SD7upe2+/nWhNdV/8SVYLnEWnpu6s1EXLvVV0VOC3sJrMWVGDthBHzQFO/N5oZMTMDcSfDn/OgB25+fxut/3bnfhG7URfKe/7gZ2ZG/U7Dq6rqdS7vAa3iSXLEGNNc1TQo/O+eVW8AXdhWPc+YWdwG74pri+st7EcclzDmrk2Z5fCXa9V4Rm2cVn8Ca9zoqHpHVR6yb6dTGO7X+hDfiiJm8CO++POmB3jIpRymePtAJfqDuOH4lFIj7MDOsOvulxqOv3eeOhYA848LNSjumLdXxuF/YTtYYcEVHvPWLdPXeiRlCP3cfBjumLuk6jtog+unYIaq49va4r2F9P/R7s774brpR3drsCvu474sE+NRzH3qmqbS8Zh/112WbU3/tw6E6l3PwH1Ft9rU5vsOeknAb7yabi+t27oRf4BrQ+BvZv2+8E+9mRol1nq46ViOjNRT+BvfGVIWCrdeTe/HUA+D5cjO249XVc95Feoq+8+6u4LswOCxHFUmWoCS2fwsJCateuHT366KM0YsSIq/zvvfceffLJJ7R8+XJq0KABvfrqqzRw4EA6deoUmUylul/jxo2j5ORk2rx5M1mtVpowYQJNnjyZVqxY4VJdblWSU4Ip7y9NtFrF7mUuZ9Di+yPyWxeeKp2tYgvqdTqleV6hpHHlrRc6VSV2nIcbpC5hzkR9Z5NBjIHmdD/w2YpR201GqzqKXKt0v+DAejg04vi1Uj+1SZ+vd3Pi8WvL6da+WpxPOhx+YGtUbecjNUaxdEtjkG671bpcOgPeS+ik82mxSeJ9VnFMWgPuKE1q1xK7qJesQebmh/NnXWEm7ker6kkO6R0lG+5XrSFHROTWTGhhOi88Bz6nB8aswgS8L/PUivuykhTUT3Svg/caxUm1wdaq2tJUF5fVmPAYZP02N71YNysT7+FqBeO21Bil06PR4X70Hhin8gqEtqvDiXXIt2Kfs0t+i+o60knbLZHOvTxm52WIY3IzoV5inqTp6IVSjFRsE/9gM4s62qysKVcd3BIP5RiGYW4nnA4NOTUuPpRzuLb8qlWraPr06bRgwQKKioqiuXPn0sCBA+ns2bMUFBRU5nrx8fH03HPPUY8ePcpchmEYhrm1qYmv3g0ePJgGDx58TZ/T6aS5c+fSK6+8Qvfccw8REX311VcUHBxMa9asoTFjxtDp06dpw4YNdODAAerUqfSB/qeffkpDhgyhDz74gMLCwlysEcMwDHOzwF9fFXD6KsMwTA1TE69rf/jhhzRp0iSaMGECtWzZkhYsWEAeHh60ZMmSMtex2+00btw4ev3116lhw4ZlLscwDMPc2vz9hoKrf0REeXl58Gc2myvY29XExcVRSkoK9esn3oL09fWlqKgo2rNnDxER7dmzh/z8/JQHckRE/fr1I61WS/v27atiCzAMwzA3kqrEoduNm/ZNOZNTT9q/qqdOSQ104GuZuVqcCPhLryRna4S/otTP8lJhK0qTLW/bFe23PL+r6Z3Xu13Z72qabHnrVoQ6tTBXYylnyaspb78e0jnSqpZtKKUs7jTg69mNHb5gTz8nUkej7ZiKtl+Pn9f+pRu++q1OWVX3PyKiCafwXeDPQvDV6KmpIp2njxVTpnYYMBVITtFUt+UEMz5QWSmlq440R4D9g1u8Uq7o3A83hyvlX91wu1FWbKs4XfXpvqhTVuV01fKueyKi5eHiNfGJl3LAV147EpV9vE4nvjLuClVJX83Lw7RmNzc3cnPD47dYLBQTE0MzZsxQ/k2r1VK/fv2Um51r8cYbb1BQUBBNnDiRdu7cWeZy/yus+GIsuetK+8dDj4jUyYsvYxppk8mYzrlnMqaGRs+8oJRPTsXUnlbP4XV94WnsjxFvi5gXP+ki+OoswpTGnSPCwe7x5G9KOXFte6zznQfB3vD9MLD7D96slEvWYZ3cRmKqiPkzkfqqvwd9p/+DY0KLsX+Cfe6VaKUc8SG2TeoTmJ4buOgesI8MF2mJbb7A6zb3X7+C7fX5RLA39RQpnAM+iAFf8TpMu/fpjvIGyWubK+XmkZgKmn0Yx96GXiIuvZeC+1nQ+A6w34zLAXtbdBelfM9unHNs7HsC7HYbcSxWp6xG71gPviP9Mb3zjj/iwD4xVKSz3vsbpsmuu3cX2G99PQrsF+9bq5Rbf9kEfLvuxJjW7mdMXz00VKTKfr4B0zsn9d4GdsQ3Irbs790IfM/vwrF1RlgzsJNPiPjQuQ8ez9LV94L9iOp4iIhmq4732f5/gO/75/uCfd/LP4LdaqLw735wA/g2zsQ02YHPrAH7nimPKuWvx4vrOs/ioE++pEpRFYHtevUwDX/WrFn02muvubStlL9kQ4KDMW0tODhY8aWkpFz1Zrder6eAgABlmdud8HqJ5P1XbpxnkLhmcvJQxiOvxANtC47bJp24f5BTIy8X4LZCTJjSnqdKpzPp5LlL+fcA9gKRoqnV436NPjhH9MUqk1uJmDM38i4En5ceU3k9cxsrZYP0yolc5UScRpE6I1cjva9i0KJtdljBDtSI+ZfcEnYpbTZEjymbRflibmq34v1BeiEuK6cnOwpFvawF2BaNfPAAMy1CasZRgPPFogy8DwmMOwO285Jqvh0snSBfqY5pibiuKmVVc9cH4DPHfgu2T4fNYJOvmPt4uuE8SeMh3f+ZktGvTh2VnnSo242IKNA3B+zYbJEqW0c6J3FxEWC3Dxb7tTmlt3abY7wz+aeC3ZIOK+XiTLwHTcvHuZBRh/HfGKqKnTbs3GYznl+ZulFi7uCUUqL9t6PERqAbPnOoG5AhllXJQOhKKv/uGn/oQXDTPpRjGIZhruZ6boYyMjLIbrdf82bnzBmccP3Nrl27aPHixXTkyJHqrC7DMAxzm5GYmEg+PuLGUf5hiGEYhmGY64cfyjEMw9QwVXlT7p+4GcrPz6eHHnqIFi1aRLVq1ap4BYZhGOaWpipxyMfHB+JQZQgJKX2LNjU1lUJDQ5V/T01Npfbt2yvLpKVhdoLNZqOsrCxlfYZhGObWpKY+fHcrwA/lGIZhahiH0/WvB/39obHruRmqVasW6XQ6Sk3F1+VTU1OveSMTGxtL8fHxNGyYSGF0/PWVLb1eT2fPnqVGjRpdtR7DMAxza+Ik19OAqlNgu0GDBhQSEkJbtmxRHsLl5eXRvn37aMqUKUREFB0dTTk5ORQTE0ORkaWyAX/88Qc5HA6KioqqxtowDMMwNc2NjkM3EzftQ7kSjY00f+m2qfXcMrWo4yTrQclaUup1K9KBK8/vioacjKt6bWpkDbmq7NcVf1XWrQi1Zpermnnl7TdH0hdUfxJ9j6EIfO1s+DbQIT1+5rqjTegi7TGgbkltB+p23PMnnpOvWopjkDXkCjSoRfFEahbYo1Rab6tVOm9ERF1s+DBlrx7rpW7Lr91QI6i5PQDsH6Rtq9et6ByscRM6AqMkbbrfjajrEOxAvYmqoNaRC5bOQaoWz6+XE9t9/CWhW/K2qS74Xiq5DLasH6k+3m5W8Wu+zVlMW66n4tfgn/5lyGg0UmRkJG3ZsoWGDx9ORKUP2bZs2UJTp069avnmzZvT8eOojfXKK69Qfn4+ffzxx1elzP6vcP/IX8jHVNruS5Y8oPz7Y19sheX2vdoV7C5vnwV75wtCpLzb+5g+vPuFjmBHLscx4uK/hI5O3W86gS91wm6we8y4APbO2UOUctfhm8B3fAN+XbffIOzNR3YIPbPOb50DX9Eq1ALTP9VOKZsXHgZfi4fiwT79NertNX1bHF/aa6gVGbgItc/Mz6NOXLtPxTh+9l+oN9vgv7gf87SvwO4/V4x5u/4Ptfl6TP8d7KK9OH7WaiHG18SYVuCr74l6NUlFImbNbxIBvknnUIvwuzaoCTjmiGibXUNywffIL9hvdnb1ArvHbnE9yxpy7Tdj/40dgdp27dcJPaJzY/F8jlmJ7frz1B/A/mDVCKW8te8h8I3dhBpzZ8Ylgf3U6v5KefFk3O6nq4eDnfSo0B8KW3wefIub1Qd7YSzOEyeMilXKR3fig51R3VFj7rd1qG33ymPfKOUXFzwIvvd/QI25tU+iBuLBKduUcsP5qD905bcjuN9nR4D97eO/iDouGKqUbU4LES2myuCkSsQhcm35goICunBBjEtxcXF05MgRCggIoPr169Ozzz5L//nPf6hJkybUoEEDevXVVyksLEyJWy1atApr3IMAAJXnSURBVKBBgwbRpEmTaMGCBWS1Wmnq1Kk0ZsyY/5kvr+bl+JLDUDov0RrE/MzbEzXW3IyoqylrkgW4C504vRbnef5uOH+2OnAcq+slxmZDFuqX+Rvx/shWjGOxwQv16dTYS/BNf7l3ean02rwNqJNWaMO5ms0h5n21TXivkGMpv9+qNefsZC3TR0Rkk+bIarc73tJQITYNOSSNOY1G2EYPbCf1+SIi0mqkdd3EowyjP8ZOGR9Vv9G44/FppO2SBfuRXaVBpw+UDqgY66gx4Vzc6SH6oKwhZ2o0FmzbD9vB1rmLfVlSUXPNLTwHq5yMunh6H3Ft6Lyke0NvfARklfpRXS/Rz/R6PN5Qf9xvcprQuwxzx2Mno5TF4os/pmfEinl1nqQP6ahgnLWk+ok6euF+tZL2oLsBz7fDIo5X6yb3dewLRmlbVpXGnlZ13WsdlX8mUBNx6Fbhpn0oxzAMc7tSE69rT58+ncaPH0+dOnWizp0709y5c6mwsJAmTJhAREQPP/ww1alTh2bPnk0mk4lat24N6/v5+RERXfXvDMMwzK1P6Rvbrq/jCgcPHqTevcVD4enTpxMR0fjx42nZsmX0/PPPU2FhIU2ePJlycnKoe/futGHDBjKZxIOdb775hqZOnUp9+/YlrVZLI0eOpE8++cS1ijAMwzA3HTURh24VtBUvInjttddIo9HAX/Pm4itkJSUl9NRTT1FgYCB5eXnRyJEjr0qfYhiG+V/H6SRyOlz8czEIjR49mj744AOaOXMmtW/fno4cOUIbNmxQPv6QkJBAycnJFWzl5oPjEMMwTNVxVvLPFXr16kVOp/Oqv2XLlhERkUajoTfeeINSUlKopKSEfv/9d2raFL/4GxAQQCtWrKD8/HzKzc2lJUuWkJeX1zX2VnNwHGIYhqk6NRGHbhVcflOuVatW9PvvIrVDrxebmDZtGq1bt45Wr15Nvr6+NHXqVBoxYgT9+eef1VNbhmGY24CaEjadOnXqNdNViYi2bdtW7rp/3zTdjHAcYhiGqRoOp6YS2qa3Z9pQZeA4xDAMUzU4Dglcfiin1+uvKRSem5tLixcvphUrVlCfPn2IiGjp0qXUokUL2rt3L3Xp0uWqdcqvmIY0f+UMq/XcZE01tT7ZtfyyFpyaqmi9VUVT7Uate7OgbueK9MtcoYjwXGs1Yj9hkraZrCGnk879PpWO3AALapBtMqIGmawxN/a0yO//LAR1DmQNORm1jtwUc0PwzXe7CLbcX9VtKWv1ndBlXve6FaFeV9a9k7XcLmvL17lwBfV+ZQ05+Xhk7b6WKk09WUOuojFjkEXoPmwwJiplp7OECIcfpoaoqTi0Z3NP8tSV9unH5gkNq9wVqFHVcT7qfcW+GAT2HStFqL0wBX0dvvcDO3v6MbDDfxynlDPGoyZLg5+eBTt+xDywu791VCk7D+M13v7fqBW2fhbqjvUeKHTHHPvwOtY+h3pXmoXrlbJxDH4Q5PRLzcFuMQ518C7M7KyUG76EGknpU1HnznvBKLDPjNgn1v0Gx0vHfzaC7f58S7APTBBjZKcfUevF/l9sK9O9qPdi3yLq2XDkfvAV7u0AdlMfEbMnn0fts6XNUWNt8TnUOt3QXcSLFmtwDN/bKxbsyTtRRy2mr9D6ueMP1BiVNeQa/XgA7MsPtFXKDb7JAd+5EQfB3rixL9ivvrFIKb/z2mPg+3nkTrDnb8Z11Tpyv2/G/vjvJ5eDPX3ORKWc8BBqAM5ej+dzciPUolLr6HSeiFqL2+YPA7tnZAzY3303XCm///xC8G2fhusO+ww19XoNEPp0l19fBb5N03HdIa9uADv0ocZK+dJzq5VyntlBoe8ScwOoqThk8iwmd0PpeKU3ir57KKEBLFcsaWPFFaD2myZXjGMRnj7lLusr6cSdzhVvJnrr8T4kvlDSTs7GbRfliP26eaIGmd2Gc1WLpPhe4BR6YLLOXbYZ47CXqhpFNpzXWeXtSnPTHIuYq2sJ65Rvw3iQp80BO8Qh9M7UGqJERAYpH63IIW1LpSVWVIj3EpfysR1NOlw3fbeIaZkZqHvqJekLZpSIY4rfguN/Qlow2JEeqN1emOGnlP0KroDP4FsANsXjPU5hgti2T4fN4JM15PTPLwDbue45sWwRnmv7Wayzw4p9X6Nqq5xzGBtl4tNxW8ezRF/oKmmqHUnCbVnsol33ZuD567YI65yT1Qxsbx/RB01ueL7kzJjMQpyDWPPFvopS8dznS1qSVwqwH+XFCy3O4nxcttiO101yMV7b5zPE/DXwoOh/+VYbEWGsZFzHpfRVIqLz589TWFgYNWzYkMaNG0cJCQlERBQTE0NWq5X69eunLNu8eXOqX78+7dmzp8ztmc1mysvLgz+GYZjbmb9/GXL1jymF4xDDMEzVcFTyjymF4xDDMEzV4DgkcOmhXFRUFC1btow2bNhA8+fPp7i4OOrRowfl5+dTSkoKGY1GRRz8b4KDgyklJeXaGySi2bNnk6+vr/L3v/qVP4Zh/nf4O33V1T+G4xDDMEx1wHGo8nAcYhiGqTochwQupa8OHjxYKbdt25aioqIoPDycvvvuO3J3dy9nzbKZMWOG8jUmIqK8vDwORAzD3NbUlKbc7QjHIYZhmKpTmTcObtc3FFyF4xDDMEzV4TgkcFlTTo2fnx81bdqULly4QP379yeLxUI5OTnw61Bqauo1NRf+xs3Njdzc3K76dxs5SXMN/bSq6MBVxO2g13YrcCPa+bIWdQ9a2wPBPippzHk7hRbAbyodMSKiYRbUFFgv+evZRe7/1NRs8I0yR4Ata7KpkTXkpttQP+RDPeoEqalII+6fuk6s0lBpcD1DvlL7rWhcOKUTOhd1HPjVtiSpb8jrqnXkBqj05azOYvqlgjqXBT+Uqz7+yTjU7b2L5ONVqhly/rVw5d/rfhsNyxU89xPYYV8NAjv7SaGlVfcrXDfvGRT+Dl3xb1z38TfFuitfBd/lMXPBrj8N+3L6QjEW1XoCxw/rFnxjo88g1G87tF3Us+My1BcyLMWe7xzdUSmbF6NuWov78IuDR5f2Abvta/FKOXGOH/iCPggDu+BpbOdWr4p6nRuPOpIRn6KGXMkHWK+233VVyrEPo05O6//D+GDZnAa2sb0oF+5APZq6Hjj2Xi4SmjMfRbQC3yNnjoK9uQvq8Ty+Xejz7euN13/UVowPRwaiJs2oLWKsOjEUdZzar8O0OLWGHBFR3RVC1zBxTDvwNfsJ9RNzV60H+9Tn3ZXy08Oxnyz7dQjYM55fBPaur4cq5WGvrAPfucWog/TxG0J/6P13ULuuexC24y+JqLkzuqO41q0x2K4RIdgXLl0MB3vc7F+V8tcvjgPf/b9kgL11bGuwd8z9r1KOnHYf+A6uR/25tf/Ctkp86WelHPSmuC6cTjsRla9VWxZOp+tf9XZ1+f8V/sk45OWXR17GvzTlTEJjLdQTddEKrahhpdHgyVJrsIX74HUs67UZJC0tb70Y1+IKsY6eWtyPX5g0XvqJuKQxYCxxSppyMm4kNK2CvLCfXy7EuVyBKgS4SZv1lO52NdLc1EMnjsGoQW0wh9Tp9U7cmNrrpZf0jW24rqxfHRwm4rBHIJ6TuumoP+sh6cQFtBQxQHcB49+VLNQn1asO17cWtmOtYnyI7NkQx0CdSsfQLQzX1dSRvoJchHp0nlrVPMPXhNt1l/qCSkOOiEhz1wdKWb9nOvgMAdj37ZImolo31OSDWrUOO577AA/0+xeIeVN4GLaFh9EMdmq+0BP0M2Id5PNJ0nViLhLLazR4vRkl/cDa3rgtU60cpewuXVP+Gahl7idpynmGCH1aNy/U57ZJT7uCTFgPT4NoVw8fcV3bLZXXh+c4JKjSHXNBQQHFxsZSaGgoRUZGksFgoC1bxMT+7NmzlJCQQNHR0eVshWEY5n8LZyX05Pih3LXhOMQwDOM6DtJU6o+5Go5DDMMwrlNTcWjevHkUERFBJpOJoqKiaP/+/WUuu2jRIurRowf5+/uTv78/9evXr9zlqwuX3pR77rnnaNiwYRQeHk5XrlyhWbNmkU6no7Fjx5Kvry9NnDiRpk+fTgEBAeTj40NPP/00RUdHu/ylIYZhmNsZ/mWo8nAcYhiGqToOZ+mfq+swHIcYhmGqg5qIQ6tWraLp06fTggULKCoqiubOnUsDBw6ks2fPUlBQ0FXLb9u2jcaOHUtdu3Ylk8lE7777Lg0YMIBOnjxJderUcW3nLuDSQ7nLly/T2LFjKTMzk2rXrk3du3envXv3Uu3atYmI6KOPPiKtVksjR44ks9lMAwcOpM8//7xaK+zmxHeS5TS9qqSzlrdudabJ1tR+K1pX7a/JlNLy9luVOpukz5hbVKmUEQ58fVedzkhE5OnEzz7na8Rr4ovr+oLv8cuYrurvwFey43QiNaiPFS9eOV11irkh2HLKqppP9PFl+mRq6jqR1wty4mv/2Rp8lb0qlLffio63nkO8jp6oxdfeG9ixb6jPHxHRmnZiX8OPinPvdJYQYTYBUwPUZBxKfN+TvAylYbLpk2eUf8+chunuvv/C9Lisf20DO/ANkbKULaWr+r2OKZqZj70NtvsbnZVywqhPwVdr+b1gXx7/M9j1Rp1SygXfYTqLV3tMdZ0163Gwx7Q6qZQdX5wDn350Y7CL5l1Syt4tMF31x0/HgD2wzzawt/xb3KT2nX0AfLFPYzpW2JLuYK8bJK7lgV9dBl/xHKyz4X2sx599zirlnksxJeXc8zguNx2+G+y1r98v1u2Mdb6Yj2NRYx8xFn0Vh7FiabPmYC87hedoSb/DSrnjJmzX79t0BvvtPzGNdu2QvUr53t+agu/c2MNgN/gmB2x1ymq9lZhi+0eXe8De8z6OtXcM2aqUly7HNr+/K/b9rz57COx7e29Tyr+/MwB80d32gf3JexOV8uQBv4NvysqBYI+OwHhfvEOdJILnJCElFOzmjWPB/mVWf6V8/72Ynjv5jtFgL/9oIdiPTn9CKe9/dSn4Gt6F5/Pc/2H6bsDrIqU6+UmRcpRndlD9+cTUMDUZh8yFHmS0lI4r5gIxx5LfFpHfprdJKakmnZgT2x24rEVaNsgd09qyzeI6MUlpeIU23Ja1ENP4HDZxq2nwxFR6c4432PL7L8WqSVaJlJ5r0smpdWVvp6SC7Lp0s1jD4sRj99DimO4mzfkNGrGuTso/q23CmmjNeNtdkCPmn9YSTAvONeN+LA5c15Ip7k2K8z1xuxa5rcQ500rtptWibUn3w22lirHHVBfnPvaTUr6jFutYkiLW9XTDVFBLKt5b2YqwzuqUVdN/PgSfeeY0Kg97OWnRGqn/6qXjL1FdC5mZOLfLKMD+qr7mPPW4XY0O20anx/1oVCni+QWYBqyT0lnlvk+q1HR7IfYTpxM7oV26tm0FZWtehknyGw5pTAmvJVLTdXqRNqtzVD59tSb48MMPadKkSTRhwgQiIlqwYAGtW7eOlixZQi+++OJVy3/zzTdgf/nll/TDDz/Qli1b6OGHH/7H6unSQ7mVK1eW6zeZTDRv3jyaN29elSrFMAxzO+N0aMjp4uvXTofrr2vfjnAcYhiGqQYq8cY2Sy+XwnGIYRimGqhCHMrLw5corqXLabFYKCYmhmbMmKH8m1arpX79+tGePXuua3dFRUVktVopICCg4oWrQPWpsDMMwzDXBX8CnGEYhrmRsKYcwzAMcyOpShyqV68e+fr6Kn+zZ8++avsZGRlkt9spOBizCYKDgyklJeWq5a/FCy+8QGFhYdSvX7+qH3A5VOnrqwzDMIzr/P3xBlfXYRiGYZjqgLVNGYZhmBtJVeJQYmIi+fiIFPBrfb26qrzzzju0cuVK2rZtG5lMpopXqAK3xEM5tZaUrBXlLn2aulhjK9Mv+2Rc0S+rTo256tpvRXUqT3fLFS03V/cr48q6ruy3hLBvqDXmUrT4yevmdvxktKwxF+wQ+gxPJqL20rLGeFE+Eou6aU3sfkp5hwE1FLrYQsCWNeSm2xooZVlDrqJ2VbeHXdIjqOg6cUVfUO33krT4ZA25UAfqXJzX5ZS77evdb0UacnK91Dpyze34+vEZ6dx3tuGvKfcdFRoKP7YR/15o19C9KM103fDN0K1BxD0x5ONeem2c+Lin8u8t3kJdlbhX8Ppq8AZODM4+LT4j32QOahimzsBt1fqgNdh5LxxXyrXfR62zc3fvALvtv1D/6tIysa3wuw+BL2M76ox1DcZ6fHlUrDtnAuqmZc3HY3APEJpse74dAr6mQfhL5Ic/3g32C4+INLDvpg0F331LT4C9f0Qy2H37iXpteKg3+AZ+ixosSQ/+AXa/l04r5a0T+4KvYwfUUTuxuhfYah25nQc6ga+lnxXsc3liLLpT0hN++wz2k/+0xXjxxq4OSvmLJpimMebkXrBPDUc9z6fXdVXK6+7dheuu7IZ1HHEQ7GY/5SplWUOuz961YOfPqA323l9FW47sjvtds7sr2GOHbgB73Uax7tAhm8C3ZyvqCT4xbrVS/mA5ark92gT19748h2P6YHehU5UTWxd8DeqiNuHly6j5OGS00G1c9d/7wLf05S/BfvYF1Gn87JGflPIDs8eD78RE1Kdr9F4bsM/fJ2JYnfliPuN0Vl7Lx/HXn6vrMDWLucRIRntpjDG5C002Nz2ONRW9Te9jFP1e/pHPoMUza7HjHEu9bmEualKFuuN8Uq6HzijqqXXDOsvopfwtp2reJ+vgycdQqNp0qAdOmLLMuKxT6sl+qnBhKUZNOa0e1/WQtJPVtyKe0l21LEgv23qDaDujB86fTXpsV600Nzf6izHBpNKXIyKyS7piNlXbudfOAZ93Nq6rl+rh7i9ij9Yb203ri23lyMX9utcR8wqNdE7cwrEe9rM4ThsCxPHJGnJub3wEdvHLz4GtUd0DaSQNPZN0/HQMzVDVNWax4wn1dUdNxMxCoQXnIWnIGXzx3tFpx7YpzBX6dO4mbHNNvqS3J12PdpX+oMEH72+NbqiR62PCOquvT7cAnFfkWKTr3iBp25nFfj2Cxb2TzVz5yFCVOOTj4wMP5a5FrVq1SKfTUWoqzgtSU1MpJCSkjLVK+eCDD+idd96h33//ndq2betiLV2H01cZhmFqGE5fZRiGYW4kf3/1ztU/hmEYhqkO/uk4ZDQaKTIykrZs2SL26XDQli1bKDo6usz13nvvPXrzzTdpw4YN1KlTpzKXq05uiTflGIZhGIZhGIZhGIZhGOZ6mD59Oo0fP546depEnTt3prlz51JhYaHyNdaHH36Y6tSpo2jSvfvuuzRz5kxasWIFRUREKNpzXl5e5OXlVeZ+qgo/lGMYhqlhWFOOYRiGuZE4yfWPqfKLcgzDMEx1URNxaPTo0ZSenk4zZ86klJQUat++PW3YsEH5+ENCQgJptSJ5dP78+WSxWOi++1CiYtasWfTaa6+5uPfr56Z9KLd92BXyMpQm+Q/8obHy7w4NngpZRyzQgXpfuVqRWy3rWyVLOmO+TtSgydUIDYWKtM/GmBuAvdItTinL+layHlamFnPJK6vXVpEWmKy75cq6VdmvTGt7oFI+oct0ab/qtlNrxhHh+SIiMlPZx3tYn16mj4goSVNQpu/BWMzPl8+RWjdN7lN79aivJK/7oT6OKotaB2+UHXV+vtSjTs53zbFPPnBGaFdMNqNu1QpjItg6VZ3lNm8p6bWla7Ct2tlqKeXLWmxj+drO1qAuQrRKj++41G+00gOrAg3qljSwC82BC7ps8MnnYL8edQf8nUJDYcRxUSdnFUTeWFPu1iDsX8Gk0ZQG6i+bCm2p7ePwGukYjFpnX99TH+wHWgtttKioUPD9MvQC2Av6BIL91MMJSnnXmCbg6/2vnWD73I+aLL9Hiett4auTwdfcB7VgjJLuyosDtirlxNUtwVcnGkVYCuPFMXV9AnXCTn+DOmIzJv0X7Ng/hW7a6Oe+BV/cm5gyED0TRRy3zRTbHvbUavCdm477bfosjmP9h4vJ1tK7joDPXICaQREtzoM9Y9UwpdzEG8eavuE4htdJF+PW0L5bwfeUpBOTHIv9Zv5EoRtXkIY6qCdb4Xzm9EXsk19P/V4pv/X1KPD9PPUHsDduRE293FXrlfKe97FfyBpy3rMxln7bRoy1d32DY/gPbVC/JuRT1NRb11H4Q+Z6g++/LTGWjvtojFKe0x818fpvrAX27Ea5YDeYI66jORHNwTct/iTYq1qjflbD/0Qq5a9b4/H85+OJYL81BvX3/rNquFL+cNAe8O35MwrsuFfWg71k6VilfHnyZqWcZ3FQ+BdUKUrTgFz9cahy+2IqT91xieTjURqHnD5+yr/vfBp1p3SSlnCORdLWLRLXW/s6CeArsuL1lS/ZhWZxu5hlwT5TZMf9+PfBsZaMwu+4jPc7vi1xjMj9jsrkWBbGxoRC3G+OVRx/QiaOy6EmPB6LNHdV92udBrebacM6ZmozwPZ0iLlBfAG2jackknfJimOGyVPEYY9AHKdSinCMl3X/NCp9Pq2kZ5ZchDGswCbqlXoa71cTU1FXK6gZxjC1JmDJRZzj60zYNlp3bNfiJBEvPEw4T7IkY0xzWPGRhL0Ax17YrqQh5/7WB2Cbz4t5hunHP8FnzcN29fHCe5FTcaJ9BvVC3d5LZxqBvS+5jlI+loPx3JqLb1SZ83G/dboJ7dqiOJwXynI1BgP2Z1MvVX8ulPryAexzJVbszxrVvZatnDYmIrJIOo6pKq27Vqr5i8Ne+ZcGaioOTZ06laZOnXpN37Zt28COj493fQfVwE37UI5hGOZ2pTIacawpxzAMw1QX/OMQwzAMcyPhOCTgh3IMwzA1DKevMgzDMDcS/voqwzAMcyPhOCTgh3IMwzA1jNNJ5HQxqtyuvwwxDMMwNQ+/ocAwDMPcSDgOCW7ah3JDfg4nraZUH+7n3mnKvw/YjhoKvg7UJJH12YIdIq/eFQ05IiJ3p2ieYo0NfLIOlVpDjohogKWeUt5uuAI+gwbzvctD1lRzRWPuZkWtI1eRzp+MgUTbaenGvDlU0TnQl6O5JusJlqfzV9F+g6W2S1JptC2XNNWedNQFe9LpJLBHWyKU8tdG1Br5pA5q+0y6IjTZZA3HfGm/tZ2oV6DWkWtuRz2JPw2oNyG31SGd0C4KceKxX9KiTof62iUiStTlK+WKxgy5ndXadmp9SIfTTuX31rJxOjXkdLH/cvpqzfNN607kqSs95/ceU2msjcd+v2RLH7Cfvw+1pF7+drhS3vYwakU9+91gsBe9uBjs5UuEltSj//kefIc+7QX27jsxTvXcFauUZW2sJedRf27uUNSnO3NO6G51vWcz+K7sbQN23QlCszJnTTj4mvbej9vd0gXsVvcLzZaEnzuCL+JpjJ2Xv0Dtm56P/KyU9yzDduzy9lmwL31UB+yv7o5Rym/+0Q18s0egLl5aPI6fDbzEOLc7HceajkHYzqGeYuwxeKOOX3E6joF1muI8Iu5YM6XcqNNx8B3Zge3YfcgWsL/7brhSflHqjx+sGgH2q28sAvvU592V8h1DUAdv76+oP6fWkCMiGntcaPmsi0SR5PuOoybgty1RR+3eI0LPbVVr7Aujju8G+/gQ0Rf+vRm1B2c3wnjw5IVTYM9tIPrv5PPbwLe2PW7r9WN4jr5pL35NmXUENa7W/3sV2F+sHAn243cI7btl+/DYZ0zD6/7Qj/3AfmCI6JOrNgxQysV2CxF9RZWB31C4RSguJtKUxn9r0/bKPwe443gia8oFmjFOmXRirNJJ+mReRtQGMztw/pWn0qUyVHAL48zGeaAmVMy5tJ5SD/LEuZylHLEoLz3Ol9XHQ0RkdYhtu2mx/hVh0on9yppydifu10B47/j3HIGIyKDFeZpJJ9nSujazypbOn3yOdJLustZNxHu9EdvcUy/ds6qOSSe1ozy31GhxP2qtN6N/PvhI1rmTtq01iHpoJN07vQ/OoDWSrq1WpZlnt+H51EhtpdaQIyJya/KgUnYG/QE+XSjel/lckrROVbp4sr6sQWpXd1Wd3XXYbwy+qFVnK8Fzrw0Rx2TIwLYokDQBvT2lu418VZ21eEHarHL/Rb/6nMh1lDFKfUHdJ/Ue4t5Jr638swiOQ4LrfzrEMAzDMAzDMAzDMAzDMEy1cNO+KccwDHO74nBqyOHim3KsKccwDMNUF06n61+xu13ThhiGYZiah+OQ4KZ9KGcgLWn/epGvz3aRHuElpaXlavGVa3V6GRFRqhZf74Z1K0gtlFNW1VSUVrrJKD4JLm83X9pvedwO6aoy6tRCOV3VleMtIjw/cjqyOr1VXtYuv+bvwJSjTG1xmfuV69TfgqlNW40iNXSCuSH4vpbSnMtLZ5V9cp1H2WuDrU5ZVadclvpSwf6wHh7v1ETRX02E+30uCc9RpD1IKatTkYmI3gzCT4B/koJ1LlJdU/sMKVQecmqvOlU2R1N+yql87YY7xBiSpsExoaI+p96verxxUtnjQ4U4yfUr+da/9G85fkkIIqO2NPXm9N0i3XP3wcaw3LNTl4K9+ZvhYH/02gKlvH3Z3eD7cuZCsM/8hqmUj74mUuJSf8T9dnjlNNjznxwA9snhGUr56321wPf+wD1gX74cBnaXwSJtsSgJx5q6k/DatR/NVcq+D2I6Y9YyTGdt9dAusDO2NFXK9abgOFX4M5gUPAvHrcRZIsUx+mlMUSn8CdMOw97EdN2vR7VSyh889BOum+EHdniPQ2DH7euglO8LzwXf56cwHvgbxfiycekY8A2ufxnsScdwzPs6Uoyf368ZCr7uTfHcB76N0h47u4nU39ZfNgHf1r54PO+89hjYTw//RSkvXY51Htkdz99d32CsUaes3hWD6dZrO4wG++EzmJK7slULpfzf2CDwfd+mM9h9f89RyktaofTB0MN4fJ80xJTbjy+KWPlj2zvAt/Ey9pM5URfA/uViI6X8enuUgTgopUFPGolpw7O/EW0zITIGfKd+vRPs9v2xnT9fJtLYx3QR126+1U50niqFk1wPKxyGah7LSSNZ3Ervh4q3XFT+vXXzclIhiSgkD+dn2flibPb0wnldQwPOZ0ou1y+zPt6FeJ/lY8R5Xt6xCLDdLotUO4Mv1tGRVP79kEY1P/MxYIqmhw63FUsiLoU78ToutGHPtThxHuimyhszajB1sIMPzmsPY7YjhXiKObOUrUpeetyvTwm2nd5NHL+9BKVVmgdkgF1sxeMl1bZNtXLApZFSXX1V5yioOd6HyKmhRimm2U6LObAuANutJA7HaZNPGtp1heyM/MRB54WxI+cc9jmTT9kCMXKqq+nHP8FWp6xqJiwBn33PO2AHO1DeYGCROF43LzzeOs0ugh2SLGQxGlrwAA2N8PicdmzX1F/F3Od0bCPw2eyYyGhyw22VxGBquporGTjXSy7E/utUbdsszXXS8daKcixYj7sb5Shle7Hoj3Zz5RNKOQ4JbtqHcgzDMLcrDidV4k25f6gyDMMwzP8cjkq8ocBxiGEYhqkuOA4J+KEcwzBMDeOsxJtyt+vr2gzDMEzNw1+9YxiGYW4kHIcE/FCOYRimhuGvrzIMwzA3Ev7qHcMwDHMj4TgkuGkfyuVozKT56xPgZWk6ERF5Shpysk6cWmOuQIN6BOXpecl+2VeRDlV567pLuni2KmjX3Yoac2q9L7ktytPxIyKyqi5FrdQWsq1XfQbaLn222yCd+xxJg62BXejznNflgE/uNzsMqGcz0FJPKa80JoCvuT0AbFmTTU1F/eZLPeoRPekQWkayhpysrfhMIl43U+yizvN0WOcmDj+wj+qFRsRQM2pAfJyCYhvjpc/dv1SSpZRduQ6IUI8uwIl6ChXpQ2ZqhEagj6Q9mCppzMnrqvfrrVrX4XQQKkRcP6Xpq66vw9QsLw/YQd7G0v4we2Mf5d/nfPAlLPfbnBFgD3nmB7C3zBuulPs+tgZ8qz59AOzR7/8OdsxsoTXV4S3UgrnyaSDYo6JQJ27Rzh5K+ckBuN33fkP9uVnjV4GdeLC1Um74JO63eDOYpHlyoFI2fL8RfIGD8XpK/qEV2KGPiLEq7wfUjPOYgrpA5sVYj/pjcpTyxa/bgy/s01Cs83uo4fXAvWeV8g9rh4Bv7OQVYBdeQL29ToFC62ZPOmq51fPACzW+UFzpE1uiHs33F1BHZlmHS2APPSg0ko6PwHF5zf4uYO/thTpI3XfEK+Vdd9YB39hNqDH388idWI9fRXvc3xW1etbs7gr2D21wzL/v+GGlLGvI3XMY+9ivkaOkdYUW3E/t2oHvxeM45n/dUdjDDp0D3/zGvcGecmEL2Fu7tFTKEw9ijFpyRyzYag05IqKB4eIcbYhHvcSXnvgK7D2/9AN7XBuhobfiSAfwvfjMYrCPrO0D9vB2ol3XHBD6esV2CxGhNt/1wmlDtwZ5icHk/CsOefiL6y03HeeT7pJOXEauH9ihtcTczWrBOaC3L85m8i7iPMnfTYhNFdhQN7SZL86ftZI+nUGlDaYxos+Rh+OW3L+KVPOzHAvqhBbZcc6fT2J+6aHDMTvfjvv10OAxqCWx8mw4p7c6MGaZCNsOtivdVZsw/JGPAf9Bre+lc8N7VJsdl3XTo1/jKY5fK61rl37ELVbtx1AHz7VHQgGVh95LzJ81vpJumj+O/xpJ9k5jEg3rKER9Mq13+bNgh6rOGi12DFPtHLCteTiO60JVWn2Shpwu+kWwLb8/DXatCKEVmnMFNfOC26DGaEKBt9iu/Lu5Be/hHGbsN+pr0N2A9zDJxTiv0En3sE6rOA86DxSCk7dlkNYtyhZ93zcC+7pdegXNTYMHZbaJOuv9xHWtL6l8YOA4JNBWvAjDMAzDMAzDMAzDMAzDMNXJTfumHMMwzO0Ka8oxDMMwNxL+6h3DMAxzI+E4JOCHcgzDMDWMw6mpxNdXWVOOYRiGqR44bYhhGIa5kXAcEty0D+Ua2X1JpynVl1Fresl6T7KWlFp/jogoUytyrb0k/TlZY84VfTNZy81X0qmS63W9262IW1FDTkbdzq62hVpnTdbXc8ivEqnccrvJ+mXytmQdubLqQHT1uV+n0pEbaY4A3w9u8eXuV11P2Se31XfNsT9POi10ED6sh9pMsoac3Pc/0Yt6vWFC/aHXi1Fz4JPaQsfqyXTUQAp2oD7InKJisNUJ81apHSvCz+mmlDM0uF25reRz1NMi9EX+MKIWn4y8bqhDaFUka4WGgpNQR8UV+E25W4N//dydDH+JpHzQW2g6bfzobliuz4CtYH/6nwlgP/Hgd0r52ZlPgO+9Sd+C/fV03PZDz32tlE++cSf4Wr6E199dd6GG1aKh+5TyiRMtwff4HQfBPrIDNcra37lXKZfsQKUL995oO37+TSk7e7YAX+rHYFJI1xPo/1rUK3goaoPlzcd1PaaghuW5Fxsq5aYTj4AvY1Y22AGPuYH96hihm/bSqLXgs6ah3pBXCxwzPLeLsfjO4Czw7UpDnadWvuLCPZOBGnmTO6HO3dKYSLAPDBZ6e4dPY7sO74L6gX1/aAb2qeHi+Nv9jG1xZlwS2PM39wV7xvOLlPJXnz0EvrFDN4Ad8im267cto5Tyw2dQ60zWkBsasxrsDXeMVMrDDuPx/dgWtewGHRT9aHt0U/DNO+4F9uKmeN38kSjG9DmtMsD3ybHGYD/b7jzYsw40UMovtMN+8d2KkWDfd++vYI+Ze7/Yz6AD4Dv4U3+wI4f9AfbLcx9Vyi/etUkp51vs9BzK4F03/NW7WwOf8BTycSsdc49vE9dXx7Eo7mnPwPlX9N2JYFuOiHlg8gns5w4H3lt1qIuxZftFoUNZ24QaVZlmnAOfO4ZjlemsGKfrNUFd0Lw01EWV8XKKa7VnQ7wWPRMagN00W4wDWknLrZEn1jGmAI8vRDXvraVrCL7Ogag7fKIAjz/CS9zTJBfjjuX4YNT5gX0lScxNffK8wWeVzonFiseQskFo3RUVoqaa3YExWqcRF+6VrW3Bd/oiHm9YCuqo7bkk/EPaHwJf4hXU7tNqcIBQ1yPQNwd8Vhvec8enY3wM8FBplmml+4VjaPp4oS6ezyWhdRfsOAU+WUPO+OqnYGvemqqUDZJuY9aZCLCHtBQx7kQC+hJ+Rd3Q5DRs19xicZ+2XWrztv75YKfloJ6i5qS4fotL8LnHxktYD7lP3q3SeEw7hec+y4L3mVYHnqOwYJUG8DmhRZ5vsRMRXp/XC8chwU37UI5hGOZ2hR/KMQzDMDcS/uodwzAMcyPhOCTgh3IMwzA1DKevMgzDMDcSB1UibegfqQnDMAzzvwjHIQE/lGMYhqlhWNiUYRiGuZFwHGIYhmFuJByHBDftQ7lYXS5pNKWaTWqdOLVGHNHVGnOyX633Jeu8uaIxV5H2mbztquim3e6o20M+f7KeV3lcpa+nwWfnOidqKri0LReQz736mGQNOVeOV66TrJv2wBnsV6MtEUp5aiJqiUyx1wNbrSEn7+ulEtTJmeMTCvaT6UJj7m1TXfC9W5wGtr2cdnW1zdV6bv5O1DHKrkDfbZNRtEc9B+p2JGrz5cXL3K96zHA47VR4rRWY24aPh/1J3sbSa/bV33or/z7vuSWw3K/fDgd7yviVYH/51WilPOfZpeB7Z8HDYL/8FvoXvC706SYv+xN8MTNQR+zbh7aA/cx3g5TyJ6PXg+/8KdThahuNGnMJR4QuUJMHUP8qZw2OJz6PCN0Vzc4z4AvuiWNc3Lo7wG4wTGw7bR3q3tV+JBfsjPfzwG48UGjQHZ3XC3ztXkQdmbj3sc6vTfpGKb+1+AHwvfrkcrCLzoeAXUuldZNVjDpO/kY83qQiMeZP6Ix1Sk2vDfaYVifBXn24o1i3D+oWHjjcDuxNw1DPZeo6ocF2aOhe8D21GvXLFk/+AexdXw9Vyvf23ga+dRtRf25dRzwn9x4Rx7CyFWpL3Xcc9YjUGnJERIMOiHps7zoMfAMO7MY6dmutlHvsxnZd0RJ1gNYnoW7VtDuOKuWjiRHgm9wiAexvzjYB+82os0p55n7U5frxNRwXflx+P9gf9hW6lM9tigLfijcWgb1Xde0SET3TQxz/R+sHKGWzw0JEF4i5ffnl50HkoSu9lzmcJeYvjY9EwHLezbDvFu+tBbZ7fzEn3vYDjrVDIiWNQ0mvra5Ks0vWzbwvHOdQ+5JxXuipF3PVwhLUO07IwW2lWFEvuEAjxtqcApy7+Rhx3peumou3cscxO64A58tuWtSdzLeJcdqqwe3mWPBeMUCH9xZpJWJdOZ/hfB7qk0Z44vGl5vkqZbMN9yPrsxl1GFsuJgiNVb3kK5E05XwMwu/mjvfJOi3uJy0X9csyzaJeScl4P3BK0oHzk86Jm+rcx2bjOFzXC2PH8Szcr7/qfMvHE+qO7XgqDvtriLvoCwOLUHOtVgRqqqo15IiIDC9/ppT3dcR5051R0nVySlxHXdqi0N3Z8xgf8s1Yj7UJIv7vLUoBX4kd+28X6X7pSIbQoPOQzn2mGe8zi6VHEKeOiNjp5Y56iVoN9uB8G658Jj5CKYf45SjlApuNKqspxwhu2odyDMMwtysOZyU0FG7Xn4YYhmGYGsdZiTjE2qYMwzBMdcFxSHD9rxL9RVJSEj344IMUGBhI7u7u1KZNGzp4UPzC7nQ6aebMmRQaGkru7u7Ur18/On+en54yDMP8jZM0lfpjSuE4xDAMUzX+/uqdq39MKRyHGIZhqgbHIYFLb8plZ2dTt27dqHfv3rR+/XqqXbs2nT9/nvz9xSun7733Hn3yySe0fPlyatCgAb366qs0cOBAOnXqFJlMpnK2jng6DaSl0ldm1SmpcgqfnP4n+9WphRWlq8qpha6knXawYRrKYX36da/7v0aoQ3y6W50aWN24kgpbFcrrkxX1V1eQ0z0nm/FT1l8bReqCibAvz9NhWsMbqs+/E12dsqrmhXx8rbqtXaREyOv5En6yvbz0VbltDBVcf28YxKv6M614PBWlBd9lEeuuM+K6FVFWCryTrNda/LrgX4YqT03Gof9b14MMmtLz/24fkbZw5LeesNzQsWvA3rL6LrAnP/6VUp7yziTwffrEt2AvfnMc2I9PF+ms26bdA75eszEdMOxuTA/ZN3C/Ur58sT4uG4rX9UYpLbHvnSJVNn1TI/DVHhALduF3Iv559sEUo5OftQW7eZ996P/uTqXcaiL64j7FdSP+nQn2tv8TKY69n9sIvnNzO4Ld9NmLYA8fOVYp/3fCOvDlXwwD26t+KtiJqpQjTwOOA+pUJiKiMA8xFu08gyljg6LweL/f1R3sh7qKc7D/cHvwdWyBKZvrDnYGe8k40R6fbxgAPjld9ffNvcEe9opoj9/fwXWHDtkEdshcPN+rWot2/29sEPh+aocpt8MO7wFbnbLac/cv4JNTXXvsFm23vzf2z+XHMSVuQGg22OtU56GFP/qmHcbjWdjlHNh3/hmnlDd1xnj3zqePgv1/E/Dajny/j1LeOBTTcdcswVTX4Y9+B/YL705WyjNH/qqU8ywOmrOQKgV/9a7y1GQcuvue9eRjKp0v3RHTSvn3s6dQvsAjNgLswhLcx54fxbxv8vBfcdk0TB1sFyrN7XxEquGlfLxGkoo8wX54EI4RelW6pM4d5V46+RWAvWLmRLB1dj+lnFGI9wv7MrDOqRoxJqwtxFjR09gKbHerL9g2h5iP1reHg29PBo7pZ504hwxQScfIxObjfeeqZDze7f/aoZQNUlvE/NYL7Hwp9bdjTyFLkH0R5/SrzmM6p5rMVLxfzZX6SY9InFf4uYt2V/cDIqKW0gfIwuthv8nKFOeojhXbQq/HOX5XLY4u4WFXRJ0zcUy32PHxxaBeO8A2FwhZCTcvTNHMuYJxyZCO21anrN59aDD4nEtXg71n3UCl/N0vGEf/rxPGaDk9uaWvmDsEmzANuH89lCDyNmG67pC2p0WdpNTeiydRmiQuE893qw7HlfKRg+3BF+yG7aqXXt3KLBHtWt8g5IqMVHmZLo5DApceyr377rtUr149WrpU3CQ0aCAufKfTSXPnzqVXXnmF7rmn9Obhq6++ouDgYFqzZg2NGTOmmqrNMAxz68LCppWH4xDDMEzVKZVRcC2ysIxCKRyHGIZhqg7HIYFL6as///wzderUiUaNGkVBQUHUoUMHWrRIiNPGxcVRSkoK9evXT/k3X19fioqKoj179lxrk2Q2mykvLw/+GIZhbmcczsr9MRyHGIZhqgNnJf8YjkMMwzDVAcchgUsP5S5evEjz58+nJk2a0MaNG2nKlCn0r3/9i5YvL/1SWUpKaTpMcDC+hhkcHKz4ZGbPnk2+vr7KX7169a65HMMwzO0CB6HKw3GIYRim6vCPQ5WH4xDDMEzV4TgkcCl91eFwUKdOnejtt98mIqIOHTrQiRMnaMGCBTR+/PhKVWDGjBk0ffp0xc7Ly6N69epRocZKGk1pHn9Zmk5EFWtJqf2yhpx6u9fatlqDTl5X1sOSNeSGWEQw/c2IueH/66h15MId+LnwS9ryfxlUt3tFGmTqZWU9topwZV3ZX5X9usIKqV99UkfofDyXhNobTRx+YL9enAz2HB/xmXNZQ04+hmO6DKV8pxW1l07qssDWS8/9rarrU+dEn3z+3J04PKl15GZpUR/rdUf5GnNqHbnmdtSPOCPVWUY9Lqjr5HDq6Z9TRGTKoibj0Kxux8jLUHrOH98k9LB+eWEVrL/thyFg3zlgO9iLFz6klGUNuRe/HAv2nBlfgP3he48p5X9/tgZ8vz3XC+w9/eLB7vBbjlI+PbIEfIfPNAe7V9R+sI/GiOONvmcz+C6uigS74XihUVK4Fcf0ZnceBPv4RtRNa3v3VqV8bnkX8DWddAz3+wHqAt15329K+ff3UMev3/MbwI55qwfYy8eJY3ps+VDwLX50LdgZJ1G/06gT41hcvhf4GnrhXOFigZhHTO6JbXHqNGpC9W9+EuzNh0U7D+uNfWrLjm5g390VNcqWbRZv6EzqvQ18n64eDva/n1wO9rnFdyjl6G6oe7dnK56//7bEedSo46Ie37dBnbsXj6N20Y9tu4I94IBYV9aQG3QAdfBODBJahNHbroBvaTOMS7vScMy/q75YfmtSKPjmtEdNpEf34bqbOovzOfgAaiumvrwT7He/RH3IX/oLrabHfsG2+fm1r8BetwyP/5W7RX+e+7MYb8wOCxFVUlSOqTQ1GYdO7uxEXvrSfpdbLPTb6tZKg/VrhUnalxdRG+3OepeUsq0Ir8Xavc+Ave597J9DQsXYlVCI2lg9QnAOVZKHGnO+fvnCl4FabkYzbivXXrZWb7KkXZdvxfuwrCJxDA09eoEvsQTjnyS7TGaVSFW6NgN8zYySHmthCNg+qkMw6XC+XGzHOtbRYXx02kVFdEFm3E8wns+iQg+wjcE5StnfgfvJ+x1MCnEX9arbHMctraTlZvJBbTsvTzHT1Ruk+ywt3nNrNHj8tYLFvXFcXAT4Qv1zwD6ShO3sYRTtkVGAOoa+7qixdukM6ooaVHp1dZqhnmxwmwtgZ53Bet0ZJfSDZQ05zYQlYCc8J+JjIy9sR3W7ERH5mvGau6TqR8nF2G7tCvF4fdwlXbxkoRNn8sS2yJWuE4sdO3vCWTGfkbXqMix4Pk1avE8rtIl7IHcPsa7NWnlNOUbg0ptyoaGh1LIlChW3aNGCEhJKb3hDQko7WGoqDiSpqamKT8bNzY18fHzgj2EY5naGfxmqPByHGIZhqo6zkv8xHIcYhmGqA45DApceynXr1o3Onj0L/3bu3DkKDy/9NaZBgwYUEhJCW7ZsUfx5eXm0b98+io6OrobqMgzD3Ppw+mrl4TjEMAxTdfjHocrDcYhhGKbqcBwSuJS+Om3aNOratSu9/fbbdP/999P+/ftp4cKFtHBh6avzGo2Gnn32WfrPf/5DTZo0UT4BHhYWRsOHD/8n6s8wDHPLwZ8ArzwchxiGYaoOx6HKw3GIYRim6nAcEmicTqdLzxt//fVXmjFjBp0/f54aNGhA06dPp0mTJil+p9NJs2bNooULF1JOTg51796dPv/8c2ratOl1bT8vL498fX0pyPAmaTWl+ddqPTdZy03Wu5J1qNQ6VRWtW5GfubmRz5+ais5lVc59eesON6Omxxq3S2CXt25FdSpPEzHSFgS+o5Lm4Se1A8F+Ml1oaLS11wKfWkOuIuTrT/7Mtaz56Aq1He5KOV1bXM6SV/OGQWhVqLXprocGdpFCEqcTmodOZwkVWt6g3Nzc604z+Xt8e5qWkJvGo+IVVJidRfQpPerS/m5XaioOPRP6OLlpS6+z5wYLDbLjx1HbrNvwTWCv+Op+sB+c+rVS/n4+asjd9zhqzO1dORjs6H8LnaqE/2L96/4fXgdfTbgD7AfuX6OUY/e1BV9wHdSOPHYSU7E6Rh5Wym4qTSAiImNf1Duxbs8Vvm7Yry9+hmNgnTb4dsmVE02UcoNhB8CXsQuPN/BhPN5T7zRQyq0movZZ9u91wPa/A3Vlvv9MnIf7/oXnwJqEOnGG+qgNc+y/vZSylydqvcw70AFsb4OYPjbxxmXvbIEackv34/l75A6h43QiDnXtenTbC/aUr1FT78Ohot80Wp0NvqRHMXa8+hP2uY/fWKCUP3lvIvieGIcaO+M+GgP2B31jlHLf33Gc+rodauoMOngC7O3R4nz32H0KfAf74PG33rBDKcf06Qe+BcdRq29wnUyw/VQ6Os0aYb9YtAu1+ka3Pg72Q3+IPvd1nzjwnbmCwvx3PfI92BEviTekjj6Auq4xR9qB3fexNWCPf/Fxpbxg4k9KOc/soLqfXqlUHBroOYkMGmPFK6iwOi20sXARxyGquTj0bdtR5KErFS7bly7mbs+P/BmWv3I+AuyQhqg7nH5JjIkvbMP+dtmGY/zTDTGR6mSOGBPdtDivSzfjsg0kXU2nU8xlI4NQB+9YRm2wU0twDnkkW9zD/fzqf8FXEI96kOdPi3YttmC/Pp+D2pCLLmEd+wWKvrwuC+fLvX1wPr0tD+fEtUmsW8uAGnlNfbCtWvhiO5/MFbHUz4Dz43wbaoHV8UBdPJNK29TuwHPQU4otPx4RcSkyCFOqk/JR50/WhVufJI7v0aZJ4JP1yi7m+VFZtA9OLtNHRHQqXfooioeIu+o+dC0u5OExuKvaJsQD43eCpE83pCWO8acTxZxlTzreKyVIQtJfZUYpZcenGCtP/Yo6trJ23zGVht6JHKxTkQ2PN9AN+0Ztt7K1F1NKsO/LT3lefnqpUs45HQG+lTuxzkapzlF1xT1smqrNC+1Wuu/wTxyHqohLb8oREQ0dOpSGDh1apl+j0dAbb7xBb7zxRpUqxjAMc7vCvwxVDY5DDMMwVYPjUNXgOMQwDFM1OA4JXNKUYxiGYRiGYRiGYRiGYRim6rj8plxNUaixkkZT+lpssEOkw6RqMf3Dy4mvCqtTXYmIQh3i08DJWunzxOWk/8nblrdbEerUQ06DLZvqTBnWOfEZs0H1zFk+f+WluhIRuTnFK9lyymVFdW5uF6/J/+qGqZKjzBFgr3aLL7MO8nblvi7310CHSA06ocN0naFm/NT4k+mYRvu2qa5SfqnkMvjutIaBvcNwpcw666S28ZDSWauSvqpOWe1iw6+X7dVjKp58jt6wijSOGc4I8M3WxJe7bqJOpBs0sfspZbuzmI5VWOtr46SrXym/nnWYmuXZQb+Tt7F0LHj754HKv89+YREs9+Pi0WCPm7gC7E8/FGkNU59aCr4PP3wM7H+/iyk6S14SqbDjl8eA7/QrmPozbuwPYH+0VKRoPjlsPfhOHm4Ddpdef4J9Zl97pdz+iV3gy/oGU9x9Hxdpe9b1OLY0HLkf7FMruoPd8jGRspq4ClM/60zHmJ0x3xPsVuNEiuaRBX3A1+ZdHBNSPmoN9sjJImV18Qfjwffos8vBLj6Nx+vjLcaEtCxMb9FKoeW0yOyl+5rh2Lr5JJ6DfvXQ/+IWkc768T3bwLdua0+wX43GVNDmP4hUp/29G4EvbPF5sBMe+h3s998RfXLyAPR9sBz7+pz+B8H+9+ZOSnlJK0xXGnboHNjqdFUiTFmV6xy9DeOOOmU18g+s4/ft8LpYeB5Tm74aK66j2HONwXdPE2ybn09jqvrqu8S6XdZjTL78Iab2qlOkiYh23yVSyjp9GwG+Cx+tAfu3z+8D++3+e5TylMUjlLLVaSaiL6gyOJ2uf8XORcUbphrYnxGgyCiczhXtX5KHafZ1W2HfTTqFfTui6xGlHLsF0/tbueE1czgLB7JWvuLea38mShQ08LKBfSoHr4sSu6izSYdjaVIRzhHTzbjfLKfYrzndD3w+rePBtp9srpQDvPPAd+kyHm+xBv2ZZhwjYLtSl/d24vHbVe/t6KUAkFKCdpcgTEFNLxH7ld+SqWXC+xZvPdqnVamv8rJpGdjOnnox95ZTQXOkVN/EIrSPm0W67plsjHc5Fjx/5/LQNqqyW21OvJcIc8f7+b0Z2K5+RiFZ46nHk+Chk1JBczCN1l0n+mBDqY46KUafSIgAu0tbMbP/7pfe4GvkhftVp6xqn14MvuyVOB8L9MkFe3e6SLvcnZ8FvvbumG5t0mHvOJcn7vdC3LFtsi14gH4G9KfFiOtEb8B+Y5f6hkVKiz6bJu693A3iujdX/taO45AKflOOYRimhnFU8s9V5s2bRxEREWQymSgqKor2799f5rKLFi2iHj16kL+/P/n7+1O/fv3KXZ5hGIa5dXGS6zHI1Vuh1157jTQaDfw1by5uCktKSuipp56iwMBA8vLyopEjR1Jqamo5W2QYhmFuF2oiDt0q8EM5hmGYGsZZyT9XWLVqFU2fPp1mzZpFhw4donbt2tHAgQMpLS3tmstv27aNxo4dS1u3bqU9e/ZQvXr1aMCAAZSUlHTN5RmGYZhbF4fTWak/V2nVqhUlJycrf7t2iTdvp02bRr/88gutXr2atm/fTleuXKERI0aUszWGYRjmdqGm4tCtwE2bvsowDHO78vcvQ66u4woffvghTZo0iSZMmEBERAsWLKB169bRkiVL6MUXX7xq+W+++QbsL7/8kn744QfasmULPfzwwy7unWEYhrmZcVIl0oYq8Y6CXq+nkJCQq/49NzeXFi9eTCtWrKA+fUrTz5cuXUotWrSgvXv3UpcuXVzeF8MwDHPrUFNx6FZA47zJEnP//kSuv+F10mpKc6btGnH7Guhwx+UlXS2HdKLU61akV6bWESNC/auKdMTK86s18YhK9fLUlGhQj0FNqAM1IzI0xWCrj1d9rNfiZtG2c1fpjFkljTG1HhsRUbp0vC/XEu3xSwrqHjSUNAIvaEXf6KzH589b7LjdIW5uYH9vEVpGvg7c7jldDtjdrPi59D0G8Tn1xnbUqTilR90Aq/RoRm0HSboV2RrUoqjvwE9o56v61YxgPJ6PU7CdczRmsMvrg3pJq69ItaysISdr923ognV+a2cDpXxRh5+GT9IWlFkHItSHlEmXtCZl6tlFW+Vo8diLCI9dvo5qq67ffNV443CWUJr11Up9AvwxWkJG8qh4BRUWKqIv6VFKTEyE/bm5uZGb1H8tFgt5eHjQ999/T8OHD1f+ffz48ZSTk0Nr166tcH/5+fkUFBREq1evLvcLc7cjf5+nDxo9Qu660uu/Z0Oh13MlC/VauvbbDnbKKdTDqttVaJTEbY9EX2vUAcqIrQd2aGehQ5V1oiH4avfDdX/84H6w29aLV8pfH20Hvk61cCwKlfROgmuLcSzucl3wtWt/HOzMK8FKOTAMU89yUlGDJrhZPNj5yaIta/dBzbHCI8Fge/bFeJ+4LFwp173zCPjMVyRNlj6oc7R+RjelHNX+KPgWb+0FdlQQHtNDJ4RmZ7QOdeE2W7aA3VgjzncsYR0HGHE/myzbwB7rLfRs1hWdBt8TtZqAPT/jLNjTgoVe2+YUHKcfbIDj5cFMHL+6B4m+sSreH3yPNsG2eOo0bmt2I9Huj5zZCb75jVGfZ1sqzm/urifa9c80PH/RtbPB3qg6vwPDsC/fd/RbsJt53gN2ok2c78f87wKfnxHH/15hqGW3MzlUKXcIxP0GemIMa9YSz8ny3/sq5a51EsFXYDaBHXnHIbAX/yY0LXuHx4n1bDbqtfP3SsWhO90fJb3GWPEKKmxOC+0oXnJdcYioNH31/fffJ19fXzKZTBQdHU2zZ8+m+vXr0x9//EF9+/al7Oxs8vPzU9YJDw+nZ599lqZNm+ZS3W43/j5PMYOiyctQOof18BRzUzcvvPZsFhzjDp5AHc0AD7Gu1Y73OxmFeC2ml+C9VpBK/2t3Go4JgW44v5zQHTVITX7iujD64DViK8J+/+KK4WCfyBdz9edb4LpmG87rt6WKetU2YZ1i8/F4zxXj/DPaT8wRV+UdAV8fY3uwU8wYh9w0Yo7c3Af3cwVvNUBfj4ho9p1ibuDti3U6G4vxXqvFsanbmN+Usj0Pz9cfawaCfVClMffi00vAl3OqAdj+kRfALjwj9Pi82mLmhKOw/IQ7jVr7rTnq+pERx4uMRTgWeQSKOYlG0pAz+GJfsOZ6lek3NMI5P1mwbyT8ilq2Caox3t8Lz4mXJ+rcFhSK+5LsArwn6/HnSKzj0c/Bzvs0RymnXA4F36lknHOFeeP8rF1nER/0HnifdfLPTmCnF2Bc6HP3RqWs88R1Z81FjWOjFvvrwHChGRx511alnFfipKDXCms8Drmyv1sBTl9lGIapYaqSvlqvXj3y9fVV/mbPnn3V9jMyMshut1NwMD7UCA4OppSUlKuWvxYvvPAChYWFUb9+/SpemGEYhrmlcJCzUn9E1xeHiIiioqJo2bJltGHDBpo/fz7FxcVRjx49KD8/n1JSUshoNMIDOSLX4hTDMAxz61KVOHS7wemrDMMwtxDXekOhunnnnXdo5cqVtG3bNjKZTBWvwDAMw/zPcL1xaPDgwUq5bdu2FBUVReHh4fTdd9+Ru7v7NddhGIZhmOpk3rx59P7771NKSgq1a9eOPv30U+rcuXOZy69evZpeffVVio+PpyZNmtC7775LQ4YM+UfryG/KMQzD1DBV+fqqj48P/F3rZqhWrVqk0+mu+opdamrqNbV91HzwwQf0zjvv0KZNm6ht27ZVOEqGYRjmZqUqAtvXE4euhZ+fHzVt2pQuXLhAISEhZLFYKCcnB5a5njjFMAzD3PrUxIceXP3w3e7du2ns2LE0ceJEOnz4MA0fPpyGDx9OJ06cqI5DLpOb9k05h8ZBzmtopMkacibC/P18ya9T6WHZJP0yGbPkV+vEuaIhJ/vlOvs5cfIi63mp65wnaX/Jx5ut8suaeLI2VkV1rinUOnI6Sa8sWYP5+hEOzBX/b5o4hica5YHvu1jUb4s2iPbYZENhh7G1sC2+ycC8+ucainP2f/Go29HLiimBx/VYj042od0Qp0Pdg2BJF+2yFvUKDKrn5LKGnKypJuvt1XaKX50/ScFzP94T151ThOva1dqEV/VlPEfq14Y9nDiEfB+NxzNoL75l5aXPUModbbXBV5GmnPraltsiWaqzu1Qvtdadl6Q9mK+VxhRpXQuJ/uqtWtfudNC1h/OK+aeFTY1GI0VGRtKWLVsUTTmHw0FbtmyhqVOnlrnee++9R2+99RZt3LiROnXqVOZy/yv0b3WcvP/S8tl5pqXy76PuXwPL7dvQC+yuo9aDnXlI6HtFdDkGvvi9+OCz0dC9YCdu7qiU64/AdZN+Rs2gDhGxYB+82FgpdwnKAN/qeLz+Xu0eD7ZaRy6sVjr4Tp1oAXbbOw4r5fiTTcEX0Qp14i4dbQ5208G7lXLaZtxu0MgEsHN+xjqHRYkJ0oWNKArf+P9QCyzra9Rbio4UmiwxR1Bvr6kPjul7U3HMb+oQOnl7CPX1QnV4fGds4vhGeqJ+2dqi38Ee4Ymp4t/kbVLKb9btBb73kk+BPS0Y225OitCgmxHWDHwLY3EMnCzF0l8ShV7b6AjUTfvyHLbF7EaodfPkBVGvTxr2Bd+UC6i3t7jpnWCvTxLtOiAUNeR2SRpzg+sI/bmF5zH2yxpyZwtRQ/OtiMeV8htJP4FvbftosHcko9ZPlyBxLWy4jA+OXhv9J9h/7sRtdQwSKZm/J4SD7+nhv4C9fXt3sKPDhJbTuotCs7LEgfHLFW6EwHZBQQHFxsbSQw89RJGRkWQwGGjLli00cmSp/tLZs2cpISGBoqOjK9jS/w7ZeT5k0ZeOX3a7mI/ZHTg3c0p2ngXvNfxUunCX8/zAl27GZct7Y6PEgfNnqxPt3GzcdkmxmJt6FOLbkQ4r3reY0IQ5sU06Pi8j3h8FqXTkPCQNMp0GN2yVtITzUQ4ZyLHivaHdidvOdYptWSUt6Bwr7kdu17RsMa45pOOzSLp/Ful8FsWJsdheIvmsOMYbVNpglkwcLy2Srl9JHOpkF6QLrT5DHN6jOaV7OFsBnl+13pnJH38kJl+8v8vJwjhFqjrr9HgOnHbcrzkf7wlsJUbVshijHGacCySn4fHmq/Q9zTZc1lfS/vRUXVOBki6vrCFnaPck1rnwI6VcJGk42qVrqkC6PvOSxVzIww/vu7KLUF9PHifU+ntaI/ZPgwbHd5N0HeWprmW76lzbzQ4iwr5xvdREHHL1w3cff/wxDRo0iP7v//6PiIjefPNN2rx5M3322We0YMECl/btCjftQzmGYZjbFfWbb66s4wrTp0+n8ePHU6dOnahz5840d+5cKiwsVILSww8/THXq1FG0gN59912aOXMmrVixgiIiIhRNHy8vL/Ly8ipzPwzDMMytR2W0eVxd/rnnnqNhw4ZReHg4XblyhWbNmkU6nY7Gjh1Lvr6+NHHiRJo+fToFBASQj48PPf300xQdHc1fXmUYhvkfoCpxKC8Pf1As68N3MTExNGPGDOXftFot9evXj/bs2XPN7e/Zs4emT58O/zZw4EBas2aNS/V0FX4oxzAMU8OoP9zgyjquMHr0aEpPT6eZM2dSSkoKtW/fnjZs2KB8/CEhIYG0WvEL2vz588lisdB9990H25k1axa99tprLu6dYRiGuZmpiYdyly9fprFjx1JmZibVrl2bunfvTnv37qXatUvf9Pjoo49Iq9XSyJEjyWw208CBA+nzzz+vYKsMwzDM7UBV4lC9evXg3691v1Leh+/OnDlzze2npKRU6UN5lYUfyjEMw9QwNfGmHBHR1KlTy0xX3bZtG9jx8fGV2APDMAxzK1ITaUMrV64s128ymWjevHk0b948l7bLMAzD3PpUJQ7VxIfvapKb9qFcG1st0mtK85XTtSInPUfS2SqSdAFkZJ04VyhPc80VjbkoSTurSNKQS9ZiHrZa+85M11//qhzrjUKus2xnavF8d7aJJ9ez4zFP/rwxEewNakPq6ftzpIpI/kfUUkaSCMRqt3gqjzO6rHL9leW8LgfsdirtOiKiyypNNrmPvVQi1cmFT7xYpXOi7tvy+XprZwOw1RpyRKjtlqVFPZCKUGsvym0hUywdv2yXh7qO17L/xuksuea/Xw9OcpJT42IQclHYlKk60RtySPOXFs2cCDFI9H9nJCz3Sit8hX71kjFgtwhKVsp/HkP9ssgmqLm297+DwW7f9YBSPv01pnS1uH8X2O+8OQnsO1U6VAMOxIBvsAl1t84l4S+OEbWF/kthEerktI/GbRWkCc2ZRp1QCPfKiSZg122OuneXd7QXvj6HwZf2Q0uwg+65CPbpxVFKuflwbIu0Ra3ADh6O+33n+YeU8ui2R8C3+wJq2wxvgfpt76h+LR3hNgB8YxvhL6nxeX2U8phBqG0214y6P2mJWI+5jYX2p92MemzD0gLB1ukPgP1k00tKOfkEjrUTRmFbaN1wjBvdUUxsi3dgsBjsjhpmDebg+Z3boI1S/vgibndrFzyffySiDtC0O44q5XVncNm76qNGoE6lmfvVWOyPEV/jftUackREL8d/oZTHBzwFvpNZuO6g8Hiwj6cJjbnxrfBX9pg9d4DdozdqzCWdbqiUn4o8Cr7k8xFgD7wfNeayTgt/x36ir+eVOGn2O1QpnJV4Q6GqmnKM60Q0jCdvY2kcCugTr/z7wjceLHe92Hy8QT2t0pLyMeDcLa4AtbOM0hzxxyQRAxyEmsT6PLz/edCA15BBZRdL2l/+dVBn7Hw+1itbpTO9KxV1JYvskrad6pfLAisegA8OtVdpjJeoTI00Qc6145hnJjw+q2p+eTgX6+Svk7Xd0H8+W4zjmUXYNstj/cH2MWC9mqrGjKw81IlLkzTKYvPF/GXzetT6TJeWjUy9DLZNpW1ntWI/cffC+9ecDDxHeQWiz7UkjO8ZsTjn8PZBbTRzkaiXRos/SxfmeoNdpxuOp9oQUefUX1Hn1mrBY8gtxuNfmyDu2Vv64rm+VIg6op1ribnf7nTUyJv1KWrGqjXkiIjCvp2mlEO/R725s69hxkqBFa9lnxBxb2WVNAFTClFu5kox+pur+o1fTib44guxjwW6oZ2t6iuZ5+sr5XyrnYhwW9dLVeLQ3x8aKo/KfPguJCSkUh/Kqyr89VWGYRiGYRiGYRiGYRjmtkD94bu/+fvDd2V9UCg6OhqWJyLavHnzP/4Bopv2TTmGYZjblZpKX2UYhmGYa+HQOEijcS2yODgSMQzDMNVETcQhVz9898wzz1DPnj1pzpw5dNddd9HKlSvp4MGDtHDhQpf26yo37UO507ps0mpKX5EOUn1iOleDrxG7OfGT0eWlnP6TlLfffQZMZ+luDfunq3NTU5VzdEkrXm9uZ8P0nYpSGm831OmqRETN7eJVd7nPuTvxUi8vJVVOxdbJnzwvJ036og5fP+8opW6rU1ZP6Fx71bm8Ot6o676y8EO5W4NPGnUmj7/STyaeE6kIlx7GVIKlf/QGe/JdkDxPVy6EK+U+3XeD78JJTJWM7I3+uIOtlbKcopmwriPY/epfAvuPBJFeMKsuxp3XL2Mq5ZzwOmAnpwUp5Yj6KA1wcn97sDveLX5RTN6PaaNhrc/jdk82ArtupEgNzTqIqZBBfTBtNGMdpqE07irSYeJ+iwJfw+H7wE7/uTnY9zYX2/7lZFvwdQzC8XN3XGOwh7mLFM0fizaBr2dBN7Dd9SK1qSQP00oKsjHtwq8Wygwc3i/Ob5MG8eDLyMQ0oTa994K9d0Mvpdy5D/abozuxrTpPxGOwxqjHV0x9yYmtC/acCGzXyee3KeUf22I658SDmJ41pxXKGxxNjFDKLfyzwbc1KRTsp3ruVMqx5/D8PObfEOw3kn4CW52yujwLtczWN8TU9C0J4WD3qCNSwn+/iH358ZF4TR3b0wls9XUUewKv+zaDdoKduAf7ZFgbcR1dOiDGhAKrjYhwzLheHOQkzT/8oQem6iQl1CUvfekczutMuvLvO1IxDslzhDgLyiroVMlRvQNxLIovRImPYDecM9pVW/fT4X5laY30LJybe7oXKeXCYpRCsNvwHk7elkE1d71YgL4SB85FA4xiW2kWvFd012Od3Z1o21X7LXLg2FNCuK1gHbZdgkPMZbXS3FSrQTvXhu2cUSLqYXfiskk2nE9rCFM2L2eIGJ1SgL7UEkybTSoW+02QljVIqaH5Ujqrt0mkK2dlYUptLR2eA6sN+41Ddf9QnIkptnl5WA+TG7az+kFNfgG2ubtJkrKKw/hgyBBptadjcZx2N+B+tqcEgb23SMT/YBOK/ScXYx88kSOOYXc+xu+Uy1inIqld1Smrmvvw4zbpL6L0gUGL5zM7SdTLKfUbm2QX2/Ae7sIVMRcMLsCYbJeuP7lPnssX56F+kpgzFtqsRHSEKkNNxCFXP3zXtWtXWrFiBb3yyiv00ksvUZMmTWjNmjXUunXrsnZRLdy0D+UYhmFuX1wXNnX9+6sMwzAMc22cf333ztV1GIZhGKY6qKk45MqH74iIRo0aRaNGjXJ5P1WBH8oxDMPUMPymHMMwDHMjcRBV4g0FhmEYhqkeOA4J+KEcwzBMDVOVT4AzDMMwTFVhTTmGYRjmRsJxSHDTPpQr0dhI89dnpi9p8spczlyOvlVN0kHSzjqsF7oPst7VNkMS/S/T1l5LKR/TZZSz5NWkaoU2xSZjUTlL3v44NNiv/jQkl7msTWMr0ydjkHQai11YN0nSuZPtqtDDKvQZdkrHWpHGnNp/M+jP8Ztytwbrr/iQQVOq5XGofz3l3/fEoK7W48N+A3vPn6jZ1a2X0Hx6dtkI8L111x9gL/vuXrAfGLhZKS/66BHwPXQ37rf5z/Fgb+0iNDJyJC2fUx1QQ+6Lfaj/1TtUfA7+4qX64Gt7x2GwT28UOmr1msSBb+0vg8CODL8I9o+r71HKd7Y6Dr7fPrsP7Kj2R8Get3yMUu7fCLXr1nw8GuxWdRNwW1tFHD5zby74MjJqgd037ArYnnqho/aQCbW/9qWjBlttN6tS3n24Pfg6NTsD9tq9+GWv3k2F//g51NtrGIpj4FffohbagNbHlPLS1dinRnVHjblt84eBHREijjchBXVxGtS9DPa0+JNgr20vdNQ2XkY9niV3xIL9yTHUgpvcQpyjaYdRb2hOe9zvol2iz93TBM+9nxFHy7XtsV1PZolzImvIDT74A9hfNJ8Adv/9h5Tyvl6F4HtoAV7bn92FWm+PrRX1WHb/dvC98RnuZ0p31BT67WdxHfXpKvQDTZbKz4Ed5CCNi5Hldr0Zupmx2XRk/et2LWZrV+Xf7ww2w3I6aU6Ya8Uxv8Aq5nYdJf3KRl6od1Vkx37V2m5QysdycI7oKd1Jym+9WK1i3RJVmYgoMxs1yrz1uO1ci9h4t9pYp/hC3FZGidivm1bWqsM6Fmjw2iUSWlneOtQYq6/FsSjGgeNNPaeIj15abIy6HqjndS4f56rd6+C4pmaCIwTsXCtee2pttAAT3g8VZqMGW5i7qJePAY89oQhjVkoBap0eThfjeDNf1NtLyEb9QLsDjzffKrTQ0vJxuw5p3i6fI6NKr04nPbTR5KM+nayrVlAk+r7NjnVKLsZ12/qjdl+JXbR7/3qop9uuEPvCn2l+Srm9O+q8nkrGPijrs519TcxvZA25aRdQm3ZNB9QpLikW56ywCK9zWSMw0A3v4TyMot8k5uD58zFgHYuk279GXuKcFKvObbEN13MFjkMCbcWLMAzDMAzDMAzDMAzDMAxTndy0b8oxDMPcrjg1pX8uraP8j2EYhmGqBr+hwDAMw9xIOA4J+KEcwzBMDVOavsrCpgzDMMyNgb++yjAMw9xIOA4J+KHc/7d35uFRFVkbP91ZuhOyQYCELQQQRUBBQTAigrIKLiiugwq4MDAwijgqg6OgKKiMGyOKOIgLIggfIiDKDm7sDIqyquyQhABJQ7budN/vj8it+1ZId7qBJMD748nz1Mm5S92qunXqXu55c4awasiJiHT0KL2eC11DTseqI2fVl9N9xD/HbKgn4rBowZ2O1qKuIRdlhPv1lxdWHbkbPKiHtUy7xxyaLl5l0Z48CTXlzg1GpP0sMRHF4//d9VeYv3/pkWmw3ZJ5XcHudOMSsDesUDpAr9y2EHyj53UD+9XHpoA9Y6rSHel7xxzwTf8CtcB+uXEH2M0WKO2prTehfteqHU3AvjEFtW22HFE6qQ/0ngu+HWtagF2v4R6zvHdHI/Bd1QB1xH747WKwe6atMsvfbbgSfNe0QA25zVsuBbtb4+1meeUfqLl2e5s1YK/8Ceu8f4DSL6s7CbUvt6EEmxw8hNo+MRZNlh05qInUolo22HtPKG2fNk23gG/Lb9gn3S7D6/1hW1Oz3PFy9G39Hdv5zk6oTbhg5XVmud8dX6LvKxyvHVptAHvPH/XNcpOLsP/2768N9ozmqEX1/M+qPV5r+xv45v2BdR7aArWZPt2u+nDS1TiWH1yDej0zrlf6g3O3NgNfR00D8NtDqIvXvf5us7x0b33w6Rpyf92G9+OvN7Y3y1cs3gq+/f3wHuo0rSXYKx5Q+pDvLewCvr9dhzp/s9aiLuWA+2eY5SVfKn25PK9HRFCnsaxQYPvcICzMJ+F/6muFW3S2kqJQRywq3IN2AWpNieVWjXfkg8uu/SfhkQK8r50WXaqtLtTkahCD560ajzrgkQ61VnWccIMvLAzXZjYtgyDMorJUM6oAfLmaVlhmgbKjw9B3ogivL9+Gbee1uB1GVKk+EZE4H875ieEOs6xryLm126WmA3XwnBZduPg4bLeaWjufXIucpHaS0n2tlq9pmR7VtN4s6/gWtXCeSjiKz2H1q+FzWFxOglmum4i+PG2c6HqCXkO1R2SY/2eHI5peW41YpfVaYNEvExEp8uIaPyICx2BsFaWb53Ro2oua5lpmNvbn1ZZriHXifRKn3XPbclSdndqYqx2LWrUnCh1oe5QdYcfr0zXkev0PtXkP3vuGqmM8auKluxLALtDaynoNMQ68p7J3YZzVNeYSLW1p1TT02bD9g4FxSMGXcoQQUs7wr68SQgipSAzxBf1wc75+oUAIIaT8YRxSBPWHHlJTU8Vms5X4GTx4sIiIFBQUyODBgyUxMVFiYmKkd+/ekpGREeCohBByYeEL8YcwDhFCyJnAEG9IP4RxiBBCzgSMQ4qgXsqtW7dODh06ZP4sXlz8Kf6dd94pIiKPP/64zJs3T2bOnCkrV66UgwcPyu233+7vkIQQQkiZYRwihBBSkTAOEUIIOZMElb5ao0YNsF9++WVp1KiRdOjQQXJycmTy5Mkybdo0ueGGG0REZMqUKXLppZfK6tWr5eqrrw6qYk4jXOx/Vs+qYRVI3ypcMP+5yJLylejDnPsjdsylrmpgvrdVsyvGQB2AE1r+9AhJBXtMxG45E/i7nnOVQYUNzfK7jtC0UERKto0/IjSNMX3cxBuYz59jU7nygfTJknyo25FhV/n69XyokbDPjrn//vo3UN+nFaHO0cYwpWuoj/U87XoTtLF+yK70F16ISAHfc569YNfwKQ2Jw3bUW6jlqwL2cRvqhxRY6qFfT3sP6v5YNeR0dA257u56YH8TuQ/sHQN+McsXT2oOvkD3tnVs5GjXEyq+P6VNg92HlG8cmrD+com0F98rI29Uml3Lv+oM23W+eRHY3319A9gdeil9kIf/3Q98kwZ/BvbEyX3AHvzPD8zyC6MGgO+Z2avBrtEetdH23VfTLG/6tS74rmu2GewZ69qA3feG5eo4P10CvstuWw72kfVKJ655P9TG+n4Caub9pe8MsL+dfaNZvvXJ2eBbMxHbuf3bu8Ee01v1578mfwW+RcNRk+uOCagx16in0nPLfPp/4HPtwXjQvP06sA/MV5pszTX9nWUHcR6r6VTzyfwNrcHX+7pvwX5/SSewH7boxC1ajWP3pk7YB2/NuQnsoRYdwLGf3Am+fz38Kdiff94L7D5j55vleSNR+6zH3agv2PDFVmB/2lJ906tryHWrvwfskesagD26rdIIvO6HXeBb1Abn6fuXqX1n9kRNvI/XXQX21TVR83dzpuqj9nUwlnRZuxFsq4aciEizr78zy5u6XA++xp/il1CZY+eAnfCUOu++/qg7OXg63idT35gE9ohn1b0/qv90s+wq9Img3GCZ8YXwDfb5quUTLOUZhy69bp3EOYvXg/ZY9dyS/kkv2M7Q1owen6ar5lH30DUXpYNvf2YS2OF2XOceK1Trvkjtc47cIlwjN+yLsUVi48yibzPei/Z4PI/9R9T+tJ5Kv57MAjzv8SK1vvQYOE4bVsE53ZGnabA5Vdu5TmAdiwxcX+p6dGGWZs/XPuCpGonrtoP5WK+LWiidUUeNbPBt3IWao7ERuP6sd/Mms5z3c03wRWxvKqVRu55/nfNLO6wFOzVD6YxF1zoCPkPT9QuLwWcC9+EEsxxZ6xj6MhLA9hzHZyln9Wxl2DStugJ8hnF2xP6V40qfr2AD9rXhwfcItl+xnTdlqbbscTnqhmYfwvu+xn6lSbrDhedp0QZjiUvbNy5ZrR2OHcD7r0DTCLRqyImI1P7scbPsWz4SfK2n4v2XtAuf6az968mJAV/cr6jNmxyF47VxYqZZbnKlOo+r0CeCy9EywzikCOpLOStut1umTp0qDz74oNhsNtmwYYN4PB7p3Fktops0aSIpKSmyatWqUo9TWFgoLpcLfggh5HzGsIX2QxDGIUIICQ2fqeYTzD/+55AO4xAhhIQG45Ai5Jdyc+bMkezsbOnXr5+IiKSnp0tkZKQkJCTAdklJSZKenl7yAH8yduxYiY+PN3/q1atX6raEEHI+cPJLuWB/CMI4RAghoUEtnzMD4xAhhIQG45Ai5L++OnnyZLnxxhuldu3ap1WBf/7znzJs2DDTdrlcUq9ePSmwFYntz1Q3axqfnnYYKLXQ6tfTVfV9remqIpgqq6e06fuOse0G+4kilVrxWjimYQSDnuJXGdNZg62TNWX1rsJU8H3u2F3m8+opqR6t752W/ivQxo2e3pljx76v41Of9B6wY0qYnkJtTVcVwZRVPV3VX6qrjt6O+pjbHIafkScbKnU024ZjvZqB15tlw0/MranberrqSDt++vy8KP/VWgrtHu169XTWnWHZZlkfN3q66g2eOmDrKatW9HTVWwrrg910kjrX7sfXgy/1DUy/sva9CPa/NXXXZ9gkV0Il+L++KpXgXq9snO04NKL7ComNLL7vpn+n0tgGDfkQ9v9heg+wr78XU/x++Fz5p4x6D3wvvvYI2M+++hHYs1661yyPmL8JfO/dgWN3x90/gN1ourrP9/XHFM11G64A+5GbF4A9e5H6yuO+gVPBt2sRpoY2GKYeNI99ivPFNb2/AXvBp6irdNOTc8zyktcxBfP6CTvB3vQE9vOzb04zy0Pvuw98r89ZCfaKxy4De/s/lprlpv/GdLIt/8A8jKM7cD4Jt6vUic1HMCUlIQLj0NYcNbc+0nw7+N5ZhOm519fdD/Z/Fir/sF6YnjtzIaaVDuqyFOyxlpTUoV2WgW/4RGyrcU9hquQnw1UK9V23zQPfjKl34LbN8WuekZsSzfLzLXHO/mY3tuPTLfB6n1ur0ogWtcF0pBvX/Q72mk45ZvnqrzG19f1LjuJ592Oc6ttsm1leoqXYrumIs/oVizF9yZqy2nIxphC7J2CMTnyiIdg7blfxP+XDHPDlTPkA7JYP3wr2t/3U/TnwHTUnuI1CEcE5pawwbejMcLbjkM8dLj5b8TcUYdXUmtE6D4mIRIbhOtdr4FrGZkkBNAJ8em/X0gVrVVFrO2dYHPhiw7UH5CPauraKqoetirZtFK6nw2xYL+sV1nDiujXJqaX45anvTJzaNyd52DTikdKlSGzavke9eF6f1u7Hi9Q1VXfgvlkFeD2Gge3qK1LXH5agSSpp1xuh9a+Eq/nGZsfjxkTgM2sVy7ZRCbhOj8/BOTysCtYjMlb1p13ziQ+vzxaBbRMWbdm+CLcNj8FxkmdJkxURiYpQ1+vNxb6OiNNW37laf9pL/+YI6iQi+QV47Ogw1Z+GljLtrIJ9YiU5Snte184TrbW7x5JCrd+PuXn4rBgbj/taU1bt1z8PvsgvngM7QhsLvkIVLyMTMQ45MYRJmDYPuApUvRyJatw4CkJ/PmEcUoT0Um7Pnj2yZMkSmT1b6b8kJyeL2+2W7Oxs+N+hjIwMSU5OPsVRinE4HOJwOEr1E0LI+UYof031/AxBocM4RAghoXPyG+xg9yEKxiFCCAkdxiFFSOmrU6ZMkZo1a0rPnj3N37Vq1UoiIiJk6VL1v7Xbt2+XvXv3Slpa2unXlBBCzhOYvnr6MA4RQkjo+MQb0g9RMA4RQkjoMA4pgv5SzufzyZQpU6Rv374SHq52j4+Pl4ceekiGDRsm1apVk7i4OPn73/8uaWlpQf+lIUIIIaQ0GIcIIYRUJIxDhBBCzhRBv5RbsmSJ7N27Vx588MESvjfeeEPsdrv07t1bCgsLpVu3bvLOO++EWDGb2P7UnLJqa8UbqDOSY8M8cn8ac1bdLBH/GnIiqF9n1QkTKakVpvutOnKBNNdiDNRDserXnY6GXCC9PWtb6u3ory1ERDpa9L5WaFpfgc7byVPXLAejIaej10nH2o56nXR9Qb2drTpigdpC91vHhj7mdA05f/0bqB3tmgbBHrvK79ePq/ev7j8m6l7Qz/u8DzXmrKwOR9Fi/biH/IzXQHqJuoZcd7cSPdY15HTmOvaA3cOyb+obeN6ubhRTXqQd23qfHLYrPQnD0LQ1gsCQ4BXi+J2corzi0Effthenvbj/H+zwrfn7f706ALa7r/mvYD89Dv3DrlNab6kj8EuJjXehLlW/Qf3B/u+wj9W+1zQD3/5ZqDNW5w4cyxnDsszy9C9Qr61t/T/AvuS/dcG+NVrpQcZ9cCf4rmj0G9iv9O9qlhvEoNbLhE+vAbtXLZwTr3z4ZrP8Sbss8N18PT7AznhwIdhRd6q51/XcJ+C7uEsbsH97B7XR6g5Senx7X0LNtfHjsQ9aVMd61Y4/ZpYvqYO6aMdyUG+pZ4yKJelHE8E3/PHJYK+Z2Q3s595SmnmzR2H/9R38MdjLPu4F9uj3vzDLs57qBL5x/4fXu/Lxm8G+a5663gFX3Q2+Kc/8F+wX33oI7K+fmGGW1y9rB74RA7HOn0/rDfbsUUpX7eX/4L2d8cx3YH8zW2ki7n99JvjWTkVtolGa1uKGVVeZ5b/2/hJ8909EzcP9/bB/G3+aYZZ1DbnIwRijc4bhvdD4varKNwt9Ub2iwM4asgbsPpNV/895R2kAuvINmfFXCQmmDZ0e5RWH1i1rJ1XCi58Toh1qrbb5SGJpu4iIyKF8XJset2h6NdiP2p87cxLArh+jaVgZaj1dJwo1qrzaWjRjJcapCKeqs2HEg891BM8bqeVveS3jTT9PhKajFhuh7scwTTLPow3bRB+23WGLJlYVqQo+u5ZU5hDUIEt24jOclTwv1jEuAueMfTuU/njiUWybgyfwubKapjGX+fXFZjnrMF5PkaaFdtyj7F2/XgK+9OwEsMNW4zyWbfHHauPCHoYNq+uXFeSrtiosxNhv17X5clGDumqW6gfDwOuJdODzu28d+os8qk8OZlUHX1QEPg8t3JMK9pFC1Ud//Hox+HLysI7pBer54JgbB92vP7QG+1geajym5yq7qMTYxrZJdyWA3XrqZrOsa8jFjX8BbG9nXBsd2Kz6v9CNYzc5Cp9vC7zYrifc6nq3rVRrrBNFRSKC64qywjikCPqlXNeuXUsIVZ7E6XTKhAkTZMKECaddMUIIOV/x2Qzx2YJ7zcb0VQXjECGEnB4+wyui/WdY2fYhIoxDhBByujAOKUL+66uEEEJCIxSNOL6UI4QQcqbgFwqEEEIqEsYhBV/KEUJIOcP0VUIIIRVJ8cNQcF8cnK8PQ4QQQsofxiFFpX0pVySG2E7xGBqMhpwI6lTpGnK6hpWuFWb16xpyug6c7q/vU7oyVq2vU2HVPhMRSfSpHHxd+8wf+vXobaHX2dqWgXTT9GNbdeSae1HL4JewI37ruTRCabRcUVQDfP8LP+x331Dx2vAGDqRNaG0rvX/8aQDqx9bHXKB9re0cqP/0fa19qPdfoPvEn8/fvvq40Ak0rqzoGnP6ea06crcU1gefriGns8Cy7+Ve1JfQNeTuKkwF26p7aO1bn+ETVAUqO/xS7tzg/nY/SGxk8Thc9VML8/fP3D0Htpu7sDPYLz0yDexZ/6c0u3aPQd/1w+8He8WsWWB/8MQdZvm3zUfBd/lltcDe++w3YNccpXSDfr5lE/jWbbsU7HvjUEfn/45vNcvjOm0D34YfrwK7SZyKcauzEsDXpQaO268P4Vz75uVqHnvyh8bg++oV1FwbMGog2Kva7zTLcS9sAF/+lJVgXzXwDrB3PzPXLNce0Rx8r6XivL39GGqU3dlsi/JtxzrXSDgG9oEjKsY1qIU6mXM1rb4brv0R7OUvKy24btfj9Ux9B8fN/c+jrtrCf/Uwy3c8Mxt8X/7tVrBvfnsjnvde1R4fvTEJfEOfRgGzl+5BTbb3piuduEc0vbZV8/A+ueO2+WDP/ugus/xk/8/A98p/+4A9YpjStpv19r3g63LNKrB/+A51HNtfrzTmfl6Fuj9v98Q+6DStJdiZY+eY5cQnGoJP15CLf/0g2O53lR5dy7t7gc/17BKwY1/ANWX+W++b5b8OU/eB21coIu9JKBiGT3xBpg0Zxvn5MFSZ2ZFdTaLCitceNS26YsfcuL6K1PS9ThRh3zotS6r9ml5ZthvXW/Fu1P+qUUVpYx4uxPM2jMHnlM07cE6Mi1J1duWjdmKYpgtn14ZjQpiqh0/T8U2IwPVknWh1DQVePJALl8tS1Y71cPtUPRJ8GAuLArwwyChQB78kDtfpXi292a3dPnuyaprlME1HzKZJnGTlR4O9b5/S9s7T+mtfHtr5lks4eAyvL0PTOvPtagD24Xylo1Y9CnWxI8Owbbw+bHefUfr8EqXpzx08gXqsCRbbq2nkxWn6egUevd3V9ody8fp0vbZD+Tj28y3DatcRfEZ1e3Fba/cmRGB/HdauR7+Ggxa9vfwi9CU6dG03PG/SLrW203X8dA25FktwrbA8bY5ZjgzD82QW4L3dKAbXQr+71DVVtYyF3CLtBgsCxiFFpX0pRwgh5yt8KUcIIaQiKf7aIMiHofP0CwVCCCHlD+OQwh54E0IIIYQQQgghhBBCyJmEX8oRQkg54/vzJ9h9CCGEkDOBEcJfsAtlH0IIIeRUMA4pKu1LuUbeeAmzFef87wzLNn9v1VsTEcmxY76zVctNBPXcmnhRF2ZbGOrz+NNGC6RBVsOH+gTW8+q6W7p2lu636sgFowUWSJNL1yCz+gNpyPk7diANOZ2mln44HQ05vY5VNM01K3EG6iscsp8Au5avCtiH7SpXvoEXx9SuMNQI1MfVb2FKU+ij+qhl0HcPnreptu8Wy5is50PND123UK/XvjDl1++DIzbUX+jgrg22VVetpzsFfF9F7gX7hQjlf8GDemz1vFhnfcz505QLpIm4Y8AvZrnpJNy2h7se2As0nTgrW7Tx2l3b16ohJyKS9fois1x9WFezbAjOAcFg/Pkv2H1I+TJ7TZo47cVz/yN/UVpvaxZdB9vdPQB14uZPQf2yvwz91CxPGtcPfCve/hDsWcNRH+vBcUp365OePcG3blM62E+1fxDszJFTzPL+Naib1q3bUrDnTsY6f9pC6ddk7a4DvvYDvwJ7/QddzPJznVeA79WZqF82pecmsD9ep/TpFnyGumjTR6CO2IQfd4D9+LUXm+Xcb/GeX/54B7BX7kkA+6nL+pnl9A8/BN8fn2A8r918J9i/r1dtWTcZ+2DaxlZgx4areWzLUVxj9Gz2M9gffNMV7L+kKW2012bfDL7Hb10A9uh/PAD2kK5Ko6zZQ53At37QCrA7dsXzfvvmVLP84DDU8Xu73xdgvzijF9h/vWq9WR77KY6pPpdtBvueN+8C+/VO/zPLrcbdAL55XVD3LnWE0on7seev4PtoCV7vlTWxjw5sVVpwqSk4bh7+EvXnVjywGOyEp5SO447bUeOp8Xuo1WTVkBMRiRykxoLrye/BV/fVVLBPjP4N7Kr/UP70oeo+cRX6ZOqbEhLFSj5MG6rs9Ll9nsQ5ihObMrcpva/ujXFt5s3H55S8o/FgH81UerqHcxLAF52DY/eyZNS/zMlTa+RGsbiezC3CR8lWLXFeC7PMgTFN8H4r2IuaXfP33oZ+n9q35x2oQXlkK2qfzV2vYomuzxah6bO9uQev4c5Edf1bD+Nau2M0rom/y0N/fIS6/kLtEe1S7AKJDcd6XX6Rii1V4vG4SZqeWdVo7fnhajVfnkjH2FIvCee8pduameVrrlkLvm0/NQP74qbbwd6wsaVZvrYHrhuKcvGZvOAYPnu4slS71m37C/h8miaiazc+l1RJVmv1ohMYkw1Nq07X37Nb9AYNLyYF5ml1vCUOtUC3bFLxvdkVGLP2bkcd0dsfWG2WMzc0AV/1pn+A7cnB58EmO1PN8m8H8dqjI/H5Ik7T8ru0g+pDXyE++x7YfAnYVg05EZHrV/Uyy8YUXDP++ko/sJ2aZuAd16wxy7F1Ms2yq9Ansk5CgnFIUWlfyhFCyPmKEYKmHF/KEUIIOVMUi2VTYJsQQkjFwDik4Es5QggpZ3w2o8T/7AXchy/lCCGEnCGMAH9V8kztQwghhJwKxiFFpX0p93tYjthsxampST6VInDEjp8cV9XSWa1poyKYHrhFS1et48NPSfU0TKv/gJbuqKeGHtbqFWWopg02NdSKnsJ3Jve1+oNJV9X3DSbFVgT7wdq3IiIZ9jx981IJM/CT5ALtJnWKqleWlr5ZS+t7PZ21hqVeerqqXmdruqqISCNvgll+aE82+MY464I9omA/2NYxp6er+kuTFRGJ96kU3UwbtmOcln69LBLPa02V1dNV9fM+J8r/TyMVfBPth8CO0c7rD39jWUTk4knqk/Ldj68HX+obuO/l3upgW1NW9fN8o6W63qyl71pTVg8+p1KOXAUeqTvab5VLJfj/F6KmXEVwf6/5ZtrQxE/vNH//6IjJsN13798E9s2DtDTMN1Ua5oDhH4Fv8it9wX5o/EKw5z2tUvF6/4ApRotuKAB73PBJYE94u586712zwff7+svAfqnLD2BPWX21WR4xeAn4MuY3Bbv1/SrF+9fPMbX3sW647/tLMC1xxHjVVpOfwlTXe7/F2LLmVpx7/zN3pVl+8a6O4PsHZjvKlt67wX79bXUvj3nifvA9PQj7KHt7fbDj4tTcnHkY55oaDkw72W1J77kpdQ/4Pv3flWD3umQb2NNXq1TKIV2WgW/SV93BtqarioiMnq/mrR/v+wZ8Dd/FVJn9z88Au9XjKu107bNTwPeXsTheX+++CuwP17Q1y/1bbQDftE1XgD2+O+a7/GOR2nfhTT+C7+F5bcD+qY9qj9afpYJv+pU4py/Zi/03uNVPZvn3XzDV58O7VoL93sIuYO/rr9o55cMc8OXMwjSolnf3Atuasho3DlNbPfNwhq91D6ZCHR6h0txqjFFpbcXaOnissmIYhgQbWYr3IeVJXkY1CYssngsd0Wot69qbDNtFRGE82PlbI7BTah80y//bl+r3nDsO47ETLelze7WUxUYxuL72evDRMtyp5kRvDqYhet2YeufWhqPPMt70dNWCPKxHpCXVrko4Pnf9cRwlajw2vHddHvU8cVQOgi/fi2vCegamlbp9qo61o/ECCrTUyapafHDlqFTK6Dh8DinU0oJ9Rul/mzHCicfNOIJxyWdJ97SmdoqIJNVAGaEirU/inKrvbdq+4XrfZ+LzgsOpJKaMIozndocmb6P1kSOm9OdBRzV8LtPTWyPiVVsWZiWALz4Vn1Myt2BKaoxlrG9a3xJ8sU683uytqWY5PAKvJ6wK3o/2SGy7hGz1XJJ0Aq99XzamI8c48FjWVNjIRBzLhVr/RYbhea0pq7b+H4DvyGiM5xfFokTYscOqXtWvUXIijvzQ4wLjkKLSvpQjhJDzFZ8YYgvyyzd+KUcIIeRMEYouz/mq5UMIIaT8YRxSlP7anRBCCCGEEEIIIYQQclbgl3KEEFLO8K+vEkIIqUiKU1+DjEPnqcA2IYSQ8odxSGEzKllirsvlkvj4eKkS+ZzYbM4S/mA01YLF37EDnfd06mXVnxMpqUEXKoG03qz+QDpwOv408wJR1VDaZ8dshX62PHMEamN//Wetr0jJOvtr53hNUy3HhroP/s7bwIt/tlvXtjud8Xq20NvCa8OJ83TqEWMonYQTNtRu6OquB/YiTSeuu8Wva8gForR9DaNAct0vSE5OjsTFxZ1q1xKcnN8uDR8nYbaowDtY8Br5srXoyaDOR0LjZD+t7txeYsKL545G7ZU+1ndfdoPtO/aZC/bG/+sMdqtHlV7bro+bga/+06gHsnUUavk0GZNtlifccxX4BixGLakZPVFzru/QT8zy7gWtwVe39RawO4+5A+wuNdW890Br1HCse8P/wP76v2rf6jGohTnhl1Swb66L89jiQ/Fm+aWeqJs27fv2YD86HLX8Oj76gFle/urH4Fv04e1gdxuDGmU9b+tplud/iZpr85+8BuyrmmwF2+tTSQbVUtLBt3kN6qZVjVXXe+AIahG167EU7O3fYf82H7DaLE985l7wPdQHdQt/XpYGdqunVR8tfA51/rq+vgnsRcNalupv2LMO+H556DewV/3QFuwb7lP3wpb5eN6mPb4Fe/0XqNfWuvdiszzng7vAd+t9/wf2ipmq/zoNmIO+/94C9lVpa8E+tDPVLDdoj+KDL7zdH+y/Xfc92E98da1Znvou6vFE3Y9zuutZjH91X1XnzZiBulURN6OuU3p/1JRrOE1pCh19Xt33rgJDao7KDSkOOcLriM0WXMKMYfiksOgA41A5cLKfHq7xV4m0F8/H1pWdw47rqUIfrvsKtGV9VqEajzlFuBbdb8d57MbYVLAtsmli1wRxd5/AE9Vw4jow3LJ9QiTWOasQD6Zr7W7LVfpef6mHYzUqDM97KF/FrCIDj7QWJcNlr0/TELcpLbQTPlxfxthRoyvdwBgWZyitU4cNr71ahKavpzVevOURoUh7z5Cv9V+Y1jjWQ+nt1igWn3HWZtktPtw62412LF6upFv0wpKjcFtdA1Cvo8syzKo69G1xLOR7tecWy7FrR2NjZLuxnf1xGOXYxKu99jjqxray21Q9khzYf1lurEeXZGV7tTF3uBD3jdCud3eu6hO9TnEReh+V7tduN0mOwuvJLMB6XByrGuSIpj/3zz9wHfFUnTVgh1luwQJLf7l9hfJe5nuMQ6cJv5QjhJByhppyhBBCKhJq+RBCCKlIGIcUfClHCCHlDF/KEUIIqUhCSQE6X9OGCCGElD+MQwq+lCOEkHLGJxLCSzlCCCHkzMAvFAghhFQkjEOKc+6lXLBablZ/ID0rf/4zqSGno+ub+dPO8odeJ10nzp++WbCaedY6B9Ku07FqsgXa90y1s0c7biCdOKsGne6r4UPdmMP2/FL31TXkgtG20zXk2hQlgb02HPWk/I31YPuorOj9o2vIObXrDWY861j3reOLAZ+uIXdXYSrYnzt2m+Wb3Sngmxe51+95rTpytxTWN8seyZOZp9qBnDdc1H21xP2pobJ3cSvz99ePWA7b/ToBtc+uHP072DtebmmWG72I88X+l3AsN34b75nM59S9PHDBLvBN7VEX7AfHzQd79jP3mOXbBk3H8y5B7TOrhpyIyIpMdb+N6IgacnsWoT5dQpTS/Vl9EOvUJhHv+em7Y8F+tvUOszxm4Q3ge338h2B/NPJ+sN9up+7d6596AHwr3p8G9ncju4P91VtKn+7u3gPAN7AJzq0rf7kc7NtuV+382+oW4LNqyImI7MlU83bjujhPfTkLtc9u7ITj6sc3VXvcewP6Jnx8N9hDX0RNveXP9zDL3R6bA74FQ1Fvr8ezqKn35aNq3x1PfgW+Rq9eBvauf30N9sbZSk+xZRfUY9v0JfZvq5tRQ3D156qPej34Ofi++rA32DcPUrPvgndQD7F9u9Vgr1x5Ldjd7ppnlvetwr4ddO0PYM9ai5p5U9+YZJZbPnwr+LKGoP5O7Auor3hitNLjq3UPasal908EO3nKNrCzH1P3VY1Rqlwskr1TyPmLTZRmWIRFeul4Ea6/ojRtqWOa4Fd1h9rZacf5PtddDexCbYlYw6mOdSAP9Z8ujkPbGVb6A7Oh6W7VisJtj3vwWKlOi15bWC74Iuy4b1S4sgu8eJwmcZrecQ5er8fy5Y1HcF3u1daxMQY+A1h15FKroEZXbhGuxZOjDM2v2kPX23MXYFvp+1p1/sI1LbcTHrxehx/JLl3LzqPZxy0bNNZOZNPOm1WIJ4qxNEeiAwdVpNZ/h/Kx7Wo61fY+bdzEReC+bk1PMdKit5jtxjo5tEp7fNi/x4tU/4dr7ea04y8i7Wp94/bpPuwv/b5IdFg15bBOeZpUu64xl2y5b3RtPn3sN4rBZ1inRYvxolj06Rpyrx7A+DeinvKnRKtrL/CdGS38C51z7qUcIYSc6xg2EW0NEXifs1MVQgghFyD8q3eEEEIqEsYhRXB/7oIQQshp4xMjpB9CCCHkzGBIsTBCMD+MQ4QQQs4UlSsOHT16VPr06SNxcXGSkJAgDz30kJw4ccLv9n//+9/lkksukaioKElJSZFHH31UcnJygj43v5QjhJBypvgFG//QAyGEkIqh+GuD4D7ZNgzGIUIIIWeGyhaH+vTpI4cOHZLFixeLx+OR/v37y4ABA2TatGmn3P7gwYNy8OBB+fe//y1NmzaVPXv2yMCBA+XgwYMya9asoM5tMypZhHW5XBIfHy8Nwl8Wu80pIiIZdqVXE0iTK9HnBPuIvcAsB9ICS/JFg20979nUPvO379k6ru4/m1p9OlZtO11z7XSwavGVPCfqZ2TYUZtC1z4rsIyrFkU1wPdT+GGwq2pj7phlzN1UiPplcxx7wO7urge2Vb9sTgts1zt+wg9bYzWNQKv2nX4f5Gn3SYLWHocs7eFPe1BEpIE3zizvC0PNnBraPeQWvE+s92Ow+Bs3geqc9fois1x9WFfw+esDHeu4N4wCyXE/Lzk5ORIXF1fqPlZOzm91IsaY81tZ8RkFcsAzIqjzkdA42U+Tm94r0WHFY+uOIZ+Z/t/mXg3bXzQA9Z9+fOUasNNGbzbL85/AfW96DfWvVj2Lml1t/3PILG8YWhN8zWfXB3tltyNg3/iU0j5zrUgGX0wTHOf9n38E7H6N01X9O30HvsgeqMez8yWlm5Zy2XbwjfkMtcAeabMO7OkbrzTLT72JOmLzRnUDu8tcTFl4uZ3S4Xp2NrbjvhdxTkiaisea2uqAWX74/W9x37cSwK573Sawt3+t+rdWygHwvbOoM9jVHUp3JasQY9RtTbaC/f2ui8C+9aq1ZnnofNQtfK37j2BP07TP+nVcaZYf/LwD+D776zywG71XC+x9I9R4rvY8ap3tvCMB7LnrrwL7Lz2UPt3keT3B16sFahO+sxr3fay9uqbXv20Hvn/dgrp3j36u+nNMl1Xgm6nVKa029lHDhkqbMT4lHXwL5qL2YM/eqNM4ctJ9Znn4rQvA98DHuO8XY98Hu+o/Us3y4RG4jqg+Bu+pgwO1mP3WfrOcM6y2WXYV+qTehAMhxSGbLVZsuihUAAzDEMM4zjhUDpzsp6/b9pAq4cVzx/Yjaj16baMdsH32ceyP+Bhcn+UXqDXHgWxtDs9JALtbY4xp6/c2UPvm4dolLgLXeXWqlP5VSUpVjFE7s1ArefGheLB/zVXX8EFH1FTdnYn7rjms2kZ/stU1uxYdQe3PtHh13pWuLPB1r4pz4M/ZeL1XVlXPhx7tvG0Ss8HO8+KzRmyEWqtGhaP+6h+uBLB17bAWSWptcDS3CviOFuBafIdL+e9p/gv4thzANXBMJOqM/XSkulm+6RKMWUe1Mecp0p7Ri1TMq1sN29XjwXi4MwvXN1UiVHvUr54JvoJC7ZnuOI6bMIteXXJcNvgKi/C8tZNQQ3bb7lSzfERrx1zt+lrXVuuo7Zm4xqpf9SjYrnx8B3GsQNk7jqO2cIJ2TyU6sE8aJ6r2cGl1POHGtc/vLuyj+9qr9dyxwzi2p/yEGqt6dBizT60zttz4gTpnUZFcs/Tbcz4Obd26VZo2bSrr1q2T1q2LtZO/+eYb6dGjh+zfv19q164d4AjFzJw5U+677z7Jzc2V8PCyf//G9FVCCClnmL5KCCGkYgk2ZejkDyGEEHImCD0OuVwu+CksLCx5+CBYtWqVJCQkmC/kREQ6d+4sdrtd1qxZ42dP5OTLwmBeyInwpRwhhJQ7fClHCCGkQjF8of0QQgghZ4LTiEP16tWT+Ph482fs2LGnVZX09HSpWRO/2AwPD5dq1apJenp6KXshWVlZMnr0aBkwYEDQ56+0mnKZ9jyx2Yob3V/amp6yqKfH1fGpT0IP2PGTaj3lzZquqh/7hA0/Kz6T6Z3+/MGmhvrb118KbjDXc7r1svZhoLTgYPBo/4MbYXnnfNSG46KWDz8VPqSPDZ/6NFpPV61vSd8UEdkThp/BJ/nUZ+LzHXvB186DaUJ6qmRXSyplr5/QNxuz2uT2zfg/AtbxmmNHn57qekhL34V9tXtMTxnfZbnext4Ev8fVz3s6WOsVKBVdv7etKasHn/sefLVfuBbsWwoxJXCBpQ+t497gS7LznlsemC1xzuK5b86Eu83f3/oajqGfx14B9jXPrgd7xQiVsnrTOEw7XPQUph3e8DGmaWwerNKMms9rDr6tt/wM9o0jfgB76Ss3quP2mwO+9G9xQhnYFOeqmb+r++D6jlqq/Ec41za8+iez/P2CTuDr2+InsPWUxbHPvKd8T/YH34MLce79/naci0aNVumBk+97AHz3fo/pLXvvXAH2wxN2m+VZg68D3803LwT7wHctwK6dqlIJ9/2eCr560RhrduequapDrUPg++SXZmD3b4H9OW1Vmll+pfNa8I1ZjumdL96G6Z2vzFfpnZ/0xTTLOyfeBPaef8wEu+ZolaJx6G+4LqrzLs7x+wcsBnvGN2quvedqTCuds64N2MN7LgL7ja/Vvs9paaNvzu0B9sSHvjDLgybfDr7HW2Ja31d/NAL7ys7q/t2zDu+pG67BNOglX2JK6qj+083ywHfuBd+cdyaB/ddhA8FOH6raucYYlMU4+vxBsGuMqgu2NWU1/nXrtoxD5ztNmm2TuMjitXIzS1peTkZ12K5h0h9g/7qlCdj1ktRDpaGlc8Y7cQ118Cgeu16sEi3fdAzXz3Wr4L5tmm4BO7qa2jcyDtfaF3twTv/+4zvADhf1jHDEhSmKRT58ftifp9b81R14X+R78XrzbVjnSLta1x+zY9w55sa2OO7DNfIfJ9Qc3zgWz7v2SALYepLew602muVqtfC87rWtwbamZIqINGur9s3NxHTkhdpcm+hQ6fDJDfDZIk9Lq6xbH/0199Uxy7o8RZ0CjLPuXDxWUaFaO1S9GOV77JGa/NT6pmBHW8ZKWDhuG52EqaHNvDgWwi1x2JuP65fwBIxhrh2YvpuckG2WUyJwPRYVjeNm+x61ToqKwDq26rkcbO8JbJsjO5W8UcqBOuDL92CdoyJwzDW5UkmiOBLxGXTbSuz7qlEYw2PrqGuqfg3GyoKNuNZJicZ3H9aU1aZfP2iWXa48kQSUASkP9u3bB+mrDofjlNsNHz5cXnnlFb/H2rp1q19/WXC5XNKzZ09p2rSpjBo1Kuj9+aUcIYSUM16bL6SfYJkwYYKkpqaK0+mUtm3bytq1a/1uP3PmTGnSpIk4nU657LLLZMGCBX63J4QQcm4S2vfaZz8OEUIIuTA4nTgUFxcHP6W9lHviiSdk69atfn8aNmwoycnJkpmJL2KLiork6NGjkpycfMpjn+T48ePSvXt3iY2NlS+++EIiIkrXuS+NSvulHCGEnK94xQj6S7tg01dnzJghw4YNk4kTJ0rbtm3lzTfflG7dusn27dtLfJ4tIvLjjz/KvffeK2PHjpWbbrpJpk2bJr169ZKNGzdK8+bNT3EGQggh5y7B/9W7YL/MCzYOEUIIuZA4+3GoRo0aUqNGjYDbpaWlSXZ2tmzYsEFatWolIiLLli0Tn88nbdu2LXU/l8sl3bp1E4fDIXPnzhWnM7g/5HeSSvdS7uQfgzUMlX7ns2hYGIKfcPoMTHc0BD+19FrSIw0D00p8mjaGv2PrxzW0AaQ/YFv9lSXNzaelihpivb6yX8+p/GejTqd7LJ/lQ1D9hYZXq37JsWFJUzQwFdSrpUzr+3oNe6m+IgM/fdb9Hotf9+Vqn9/rfzgZx2uR5tPHeqHmL32s+7T0Veuxvdr1+Eq0hXZezR8qPkNvi7Lf264C7V7W+0DySvVbx/3JcRHKH7D2hfBSLtjtX3/9dXnkkUekf//ilMCJEyfKV199JR988IEMHz68xPZvvfWWdO/eXZ588kkRERk9erQsXrxY3n77bZk4cWJQ5z7XOdmnxwtUm+d5LWMoF8fXiSK833R/bpGnVF+eF8ej6wQe60SRmk9cLrxvrccVEXHl4RjJtRzblY++4x6ca/VjuX3qXHqdj7txX5+lnXK16znhwesp1FJ/rPUq8Gq+43isXG3itu6bX2JfnCP89VGevm+hdr3aNdgs168fV69HoSXFSm9jvS30tiqw+PU6WPtHpGSfWI/tcuP1FBn+r9ewxAN/vlMd23r9+hjT2yaYOpcYN5Z6ebQYrfdJgb6vZbzqbe7U6lTi/rSc162dV7/H9D6y7luiHQu0NZfuh34wSpRDiUMiRgjZr2c3DhGFGYes94Jdtb8+J/jc/ud06/b6PZKnz03aUjzM8oVkoTauS9zX2n1fZKl/pDaf+Dxo6/eMda7Sr0e/N637aqcRbToRr1H6XOwz/M+1+vzpsTx7FPrw/ij0YRzSXz1Y55+IAHNPmLautc4JeW7/c22BZVd9bj2hjxPtWNaxoscDr3Ysj7ZvkWUshGlznN2nr0mw3b2WY4X5tOPq40h7Pgq33CdebdtwrR7+rjdSe5Yq0upoXe/o94w+p+v1sN4n+tjOL8Lr8dlKj0MO7Tz6vV1inWjdN0DMKvDp61HLWHDlWcrFz4KVNQ6VlUsvvVS6d+8ujzzyiEycOFE8Ho8MGTJE7rnnHvMvrx44cEA6deokH3/8sbRp00ZcLpd07dpV8vLyZOrUqeYfnRApfhkYFhbm75SAzQitBc8a+/fvl3r16gXekBBCKgH79u2TunXrBt5Q1J8Ar+IYLjY59WfWpWFIoeQWvnxKDQX9k2232y3R0dEya9Ys6dWrl/n7vn37SnZ2tnz55Zcljp+SkiLDhg2ToUOHmr8bOXKkzJkzR3766acS25/PMA4RQs4lQolDImV/WEC8Zy0OEQXjECHkXKK849DJv3J6Jjl69KgMGTJE5s2bJ3a7XXr37i3jx4+XmJhiLc3du3dLgwYNZPny5dKxY0dZsWKFXH/99ac81q5duyQ1NbXM5650X8rVrl1b9u3bJ4ZhSEpKSonAT0ricrmkXr16bKsAsJ3KDtsqMIZhyPHjx83/PSkLkZGRkpycLOnpL4d0zpiYmBKL9JEjR5YQFM3KyhKv1ytJSUnw+6SkJNm2bdspj52enn7K7cv6F4fOJxiHgodzRtlgO5UdtlVgTi8OhTa3n804RBSMQ8HDOaNssJ3KDtsqMBURh5KTkyUy8sz9McGTVKtWTaZNm1aqPzU1Fb4I7NixY4hfCJak0r2Us9vtUrduXfPTv5PifSQwbKuywXYqO2wr/xT/L0/ZcTqdsmvXLnG73YE3PgWGYYjNhp+1lyZsSkKHcSh02FZlg+1UdthW/mEcOj9hHAodtlXZYDuVHbaVf8o7DkVGRoas3VZZqXQv5Qgh5HzG6XSe9UBSvXp1CQsLk4yMDPh9RkZGqX9BKDk5OajtCSGEnJtU1jhECCHkwqA84tC5hD3wJoQQQs4lIiMjpVWrVrJ06VLzdz6fT5YuXSppaWmn3CctLQ22FxFZvHhxqdsTQgghpRFKHCKEEEIuRCrtl3IOh0NGjhzJT+LLANuqbLCdyg7b6txn2LBh0rdvX2ndurW0adNG3nzzTcnNzTX/Ct4DDzwgderUkbFjx4qIyGOPPSYdOnSQ1157TXr27CnTp0+X9evXy6RJkyryMioU3gdlh21VNthOZYdtde4TKA6RwPA+KDtsq7LBdio7bCtSXlS6v75KCCHkzPD222/LuHHjJD09XVq2bCnjx4+Xtm3bikixOGlqaqp8+OGH5vYzZ86Uf/3rX7J7925p3LixvPrqq9KjR48Kqj0hhJBzHX9xiBBCCCF8KUcIIYQQQgghhBBCSLlDTTlCCCGEEEIIIYQQQsoZvpQjhBBCCCGEEEIIIaSc4Us5QgghhBBCCCGEEELKGb6UI4QQQgghhBBCCCGknKm0L+UmTJggqamp4nQ6pW3btrJ27dqKrlKFMnbsWLnqqqskNjZWatasKb169ZLt27fDNgUFBTJ48GBJTEyUmJgY6d27t2RkZFRQjSsHL7/8sthsNhk6dKj5O7aT4sCBA3LfffdJYmKiREVFyWWXXSbr1683/YZhyHPPPSe1atWSqKgo6dy5s+zcubMCa0xI+cE4hDAOhQbjkH8YhwgpHcYhhHEoNBiH/MM4RCqaSvlSbsaMGTJs2DAZOXKkbNy4UVq0aCHdunWTzMzMiq5ahbFy5UoZPHiwrF69WhYvXiwej0e6du0qubm55jaPP/64zJs3T2bOnCkrV66UgwcPyu23316Bta5Y1q1bJ++9955cfvnl8Hu2UzHHjh2Tdu3aSUREhHz99deyZcsWee2116Rq1armNq+++qqMHz9eJk6cKGvWrJEqVapIt27dpKCgoAJrTsjZh3GoJIxDwcM45B/GIUJKh3GoJIxDwcM45B/GIVIpMCohbdq0MQYPHmzaXq/XqF27tjF27NgKrFXlIjMz0xARY+XKlYZhGEZ2drYRERFhzJw509xm69athogYq1atqqhqVhjHjx83GjdubCxevNjo0KGD8dhjjxmGwXay8vTTTxvXXnttqX6fz2ckJycb48aNM3+XnZ1tOBwO47PPPiuPKhJSYTAOBYZxyD+MQ4FhHCKkdBiHAsM45B/GocAwDpHKQKX7Us7tdsuGDRukc+fO5u/sdrt07txZVq1aVYE1q1zk5OSIiEi1atVERGTDhg3i8Xig3Zo0aSIpKSkXZLsNHjxYevbsCe0hwnayMnfuXGndurXceeedUrNmTbniiivk/fffN/27du2S9PR0aKv4+Hhp27btBddW5MKCcahsMA75h3EoMIxDhJwaxqGywTjkH8ahwDAOkcpApXspl5WVJV6vV5KSkuD3SUlJkp6eXkG1qlz4fD4ZOnSotGvXTpo3by4iIunp6RIZGSkJCQmw7YXYbtOnT5eNGzfK2LFjS/jYToo//vhD3n33XWncuLEsXLhQBg0aJI8++qh89NFHIiJme/BeJBcajEOBYRzyD+NQ2WAcIuTUMA4FhnHIP4xDZYNxiFQGwiu6AiR4Bg8eLL/88ot8//33FV2VSse+ffvksccek8WLF4vT6azo6lRqfD6ftG7dWsaMGSMiIldccYX88ssvMnHiROnbt28F144QUplhHCodxqGywzhECAkVxqHSYRwqO4xDpDJQ6b6Uq169uoSFhZX46y8ZGRmSnJxcQbWqPAwZMkTmz58vy5cvl7p165q/T05OFrfbLdnZ2bD9hdZuGzZskMzMTLnyyislPDxcwsPDZeXKlTJ+/HgJDw+XpKQkttOf1KpVS5o2bQq/u/TSS2Xv3r0iImZ78F4kFxqMQ/5hHPIP41DZYRwi5NQwDvmHccg/jENlh3GIVAYq3Uu5yMhIadWqlSxdutT8nc/nk6VLl0paWloF1qxiMQxDhgwZIl988YUsW7ZMGjRoAP5WrVpJREQEtNv27dtl7969F1S7derUSTZv3iybNm0yf1q3bi19+vQxy2ynYtq1a1fiz8jv2LFD6tevLyIiDRo0kOTkZGgrl8sla9asueDailxYMA6dGsahssE4VHYYhwg5NYxDp4ZxqGwwDpUdxiFSKajgPzRxSqZPn244HA7jww8/NLZs2WIMGDDASEhIMNLT0yu6ahXGoEGDjPj4eGPFihXGoUOHzJ+8vDxzm4EDBxopKSnGsmXLjPXr1xtpaWlGWlpaBda6cmD9a0OGwXY6ydq1a43w8HDjpZdeMnbu3Gl8+umnRnR0tDF16lRzm5dfftlISEgwvvzyS+Pnn382br31VqNBgwZGfn5+BdackLMP41BJGIdCh3Ho1DAOEVI6jEMlYRwKHcahU8M4RCoDlfKlnGEYxn/+8x8jJSXFiIyMNNq0aWOsXr26oqtUoYjIKX+mTJlibpOfn2/87W9/M6pWrWpER0cbt912m3Ho0KGKq3QlQQ9CbCfFvHnzjObNmxsOh8No0qSJMWnSJPD7fD7j2WefNZKSkgyHw2F06tTJ2L59ewXVlpDyhXEIYRwKHcah0mEcIqR0GIcQxqHQYRwqHcYhUtHYDMMwyvvrPEIIIYQQQgghhBBCLmQqnaYcIYQQQgghhBBCCCHnO3wpRwghhBBCCCGEEEJIOcOXcoQQQgghhBBCCCGElDN8KUcIIYQQQgghhBBCSDnDl3KEEEIIIYQQQgghhJQzfClHCCGEEEIIIYQQQkg5w5dyhBBCCCGEEEIIIYSUM3wpRwghhBBCCCGEEEJIOcOXcoQQQgghhBBCCCGElDN8KUcIIYQQQgghhBBCSDnDl3KEEEIIIYQQQgghhJQz/w+qPwX9lJuxNAAAAABJRU5ErkJggg==" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } - } - ], - "execution_count": 29 + ] }, { "cell_type": "markdown", @@ -1525,22 +1706,28 @@ }, { "cell_type": "code", + "execution_count": 30, "id": "d051ba87", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:40:58.837413900Z", "start_time": "2026-03-12T12:40:58.760972200Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:13.911267Z", + "iopub.status.busy": "2026-07-08T14:14:13.911028Z", + "iopub.status.idle": "2026-07-08T14:14:13.930117Z", + "shell.execute_reply": "2026-07-08T14:14:13.929322Z" } }, + "outputs": [], "source": [ "sigal_speed = 20.\n", "\n", "# the number of the delay steps\n", "delay_mat = data['Dmat'] / sigal_speed / bm.get_dt()\n", "delay_mat = bm.asarray(delay_mat, dtype=bm.int_)" - ], - "outputs": [], - "execution_count": 30 + ] }, { "cell_type": "markdown", @@ -1552,13 +1739,21 @@ }, { "cell_type": "code", + "execution_count": 31, "id": "d08ab2d6", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:40:59.306697400Z", "start_time": "2026-03-12T12:40:58.859187100Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:13.931934Z", + "iopub.status.busy": "2026-07-08T14:14:13.931791Z", + "iopub.status.idle": "2026-07-08T14:14:14.235173Z", + "shell.execute_reply": "2026-07-08T14:14:14.234254Z" } }, + "outputs": [], "source": [ "gc = 1.\n", "\n", @@ -1566,9 +1761,7 @@ "\n", "# It is necessary to exclude the self-connections\n", "bm.fill_diagonal(conn_mat, 0)" - ], - "outputs": [], - "execution_count": 31 + ] }, { "cell_type": "markdown", @@ -1580,13 +1773,21 @@ }, { "cell_type": "code", + "execution_count": 32, "id": "62b80f65", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:40:59.412151700Z", "start_time": "2026-03-12T12:40:59.355333400Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:14.236945Z", + "iopub.status.busy": "2026-07-08T14:14:14.236786Z", + "iopub.status.idle": "2026-07-08T14:14:14.240094Z", + "shell.execute_reply": "2026-07-08T14:14:14.239287Z" } }, + "outputs": [], "source": [ "class WholeBrainNet(bp.Network):\n", " def __init__(self, Cmat, Dmat):\n", @@ -1606,45 +1807,46 @@ " delay_steps=Dmat.astype(bm.int_),\n", " initial_delay_data=bp.init.Uniform(0, 0.05)\n", " )" - ], - "outputs": [], - "execution_count": 32 + ] }, { "cell_type": "code", + "execution_count": 33, "id": "3a9c8008", "metadata": { "ExecuteTime": { "end_time": "2026-03-12T12:41:05.052620400Z", "start_time": "2026-03-12T12:40:59.416149800Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:14.241426Z", + "iopub.status.busy": "2026-07-08T14:14:14.241294Z", + "iopub.status.idle": "2026-07-08T14:14:18.222138Z", + "shell.execute_reply": "2026-07-08T14:14:18.221285Z" } }, - "source": [ - "net = WholeBrainNet(conn_mat, delay_mat)\n", - "\n", - "runner = bp.DSRunner(net, monitors=['fhn.x'], inputs=['fhn.input', 0.72])\n", - "runner.run(6e3)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/60000 [00:00" - ], - "image/png": 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[bp.measure.matrix_correlation(fc, fcemp)\n", - " for fcemp in data['FCs']]\n", - "print(\"Correlation per subject:\", [f\"{s:.2}\" for s in scores])\n", - "print(\"Mean FC/FC correlation: {:.2f}\".format(bm.mean(bm.asarray(scores))))" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Correlation per subject: ['0.66', '0.52', '0.61', '0.57', '0.59', '0.56', '0.51']\n", - "Mean FC/FC correlation: 0.57\n" + "Correlation per subject: ['0.62', '0.49', '0.57', '0.5', '0.56', '0.5', '0.44']\n", + "Mean FC/FC correlation: 0.53\n" ] } ], - "execution_count": 35 + "source": [ + "scores = [bp.measure.matrix_correlation(fc, fcemp)\n", + " for fcemp in data['FCs']]\n", + "print(\"Correlation per subject:\", [f\"{s:.2}\" for s in scores])\n", + "print(\"Mean FC/FC correlation: {:.2f}\".format(bm.mean(bm.asarray(scores))))" + ] }, { "cell_type": "markdown", @@ -1753,7 +1964,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": 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"2026-07-08T14:30:28.242810Z", + "iopub.status.idle": "2026-07-08T14:30:31.483026Z", + "shell.execute_reply": "2026-07-08T14:30:31.482339Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", @@ -45,27 +61,29 @@ "bm.enable_x64()\n", "\n", "bm.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "code", + "execution_count": 2, "id": "9f040a2c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:48.918092Z", "start_time": "2025-10-06T03:22:48.908274Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:31.484837Z", + "iopub.status.busy": "2026-07-08T14:30:31.484606Z", + "iopub.status.idle": "2026-07-08T14:30:31.489209Z", + "shell.execute_reply": "2026-07-08T14:30:31.488341Z" } }, - "source": [ - "bp.__version__" - ], "outputs": [ { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 2, @@ -73,7 +91,9 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -115,29 +135,54 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "b76ad29f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:49.551647Z", "start_time": "2025-10-06T03:22:48.934608Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:31.491131Z", + "iopub.status.busy": "2026-07-08T14:30:31.490981Z", + "iopub.status.idle": "2026-07-08T14:30:31.925521Z", + "shell.execute_reply": "2026-07-08T14:30:31.924676Z" } }, + "outputs": [], "source": [ "dt = 0.01\n", "data = bd.chaos.LorenzEq(100, dt=dt)" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "code", + "execution_count": 4, "id": "e4b33b3f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:49.732077Z", "start_time": "2025-10-06T03:22:49.557174Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:31.927236Z", + "iopub.status.busy": "2026-07-08T14:30:31.927062Z", + "iopub.status.idle": "2026-07-08T14:30:32.093818Z", + "shell.execute_reply": "2026-07-08T14:30:32.092366Z" } }, + "outputs": [ + { + "data": { + 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plt.figure(figsize=(10, 5))\n", "plt.subplot(311)\n", @@ -150,23 +195,7 @@ "plt.plot(bm.as_numpy(data.ts), bm.as_numpy(data.zs.flatten()))\n", "plt.ylabel('z')\n", "plt.show()" - ], - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ], - "image/png": 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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } - } - ], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -178,13 +207,21 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "e37f2110", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:49.743938Z", "start_time": "2025-10-06T03:22:49.736719Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:32.095717Z", + "iopub.status.busy": "2026-07-08T14:30:32.095559Z", + "iopub.status.idle": "2026-07-08T14:30:32.098811Z", + "shell.execute_reply": "2026-07-08T14:30:32.097932Z" } }, + "outputs": [], "source": [ "def get_subset(data, start, end):\n", " res = {'x': data.xs[start: end],\n", @@ -192,9 +229,7 @@ " 'z': data.zs[start: end]}\n", " res = bm.hstack([res['x'], res['y'], res['z']])\n", " return res.reshape((1, ) + res.shape)" - ], - "outputs": [], - "execution_count": 5 + ] }, { "cell_type": "markdown", @@ -207,13 +242,21 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "b2250b76", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:49.761571Z", "start_time": "2025-10-06T03:22:49.756527Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:32.100435Z", + "iopub.status.busy": "2026-07-08T14:30:32.100283Z", + "iopub.status.idle": "2026-07-08T14:30:32.103368Z", + "shell.execute_reply": "2026-07-08T14:30:32.102557Z" } }, + "outputs": [], "source": [ "class NGRC(bp.DynamicalSystem):\n", " def __init__(self, num_in, num_out):\n", @@ -223,25 +266,29 @@ "\n", " def update(self, x):\n", " return self.o(self.r(x))" - ], - "outputs": [], - "execution_count": 6 + ] }, { "cell_type": "code", + "execution_count": 7, "id": "6cbdf78c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:50.032869Z", "start_time": "2025-10-06T03:22:49.766368Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:32.104951Z", + "iopub.status.busy": "2026-07-08T14:30:32.104808Z", + "iopub.status.idle": "2026-07-08T14:30:32.406008Z", + "shell.execute_reply": "2026-07-08T14:30:32.404861Z" } }, + "outputs": [], "source": [ "with bm.environment(bm.batching_mode): # Batching Computing Mode\n", " model = NGRC(num_in=3, num_out=3)" - ], - "outputs": [], - "execution_count": 7 + ] }, { "cell_type": "markdown", @@ -253,18 +300,24 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "ff54ee4d", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:50.042731Z", "start_time": "2025-10-06T03:22:50.039191Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:32.407681Z", + "iopub.status.busy": "2026-07-08T14:30:32.407533Z", + "iopub.status.idle": "2026-07-08T14:30:32.410725Z", + "shell.execute_reply": "2026-07-08T14:30:32.409936Z" } }, + "outputs": [], "source": [ "trainer = bp.RidgeTrainer(model, alpha=1e-6)" - ], - "outputs": [], - "execution_count": 8 + ] }, { "cell_type": "markdown", @@ -276,39 +329,34 @@ }, { "cell_type": "code", + "execution_count": 9, "id": "7dbaff0d", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:50.281370Z", "start_time": "2025-10-06T03:22:50.049140Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:32.412197Z", + "iopub.status.busy": "2026-07-08T14:30:32.412068Z", + "iopub.status.idle": "2026-07-08T14:30:32.612295Z", + "shell.execute_reply": "2026-07-08T14:30:32.611514Z" } }, - "source": [ - "warmup_data = get_subset(data, 0, int(20/dt))\n", - "\n", - "outs = trainer.predict(warmup_data)\n", - "\n", - "# outputs should be an array with the shape of\n", - "# (num_batch, num_time, num_out)\n", - "outs.shape" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/2000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 13 + "source": [ + "plot_difference(y_test, predictions)" + ] }, { "cell_type": "markdown", @@ -513,111 +581,102 @@ }, { "cell_type": "code", + "execution_count": 14, "id": "7f0ce292", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:52.107175Z", "start_time": "2025-10-06T03:22:51.297842Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:33.395253Z", + "iopub.status.busy": "2026-07-08T14:30:33.395094Z", + "iopub.status.idle": "2026-07-08T14:30:34.047974Z", + "shell.execute_reply": "2026-07-08T14:30:34.046735Z" } }, - "source": [ - "warmup_data = get_subset(data, 0, int(20/dt))\n", - "outs = trainer.predict(warmup_data)\n", - "\n", - "x_train = get_subset(data, int(20/dt), int(80/dt))\n", - "y_train = get_subset(data, int(20/dt)+10, int(80/dt)+10)\n", - "trainer.fit([x_train, y_train])\n", - "\n", - "x_test = get_subset(data, int(80/dt), int(100/dt)-10)\n", - "y_test = get_subset(data, int(80/dt) + 10, int(100/dt))\n", - "predictions = trainer.predict(x_test)\n", - "\n", - "plot_difference(y_test, predictions)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/2000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 14 + "source": [ + "warmup_data = get_subset(data, 0, int(20/dt))\n", + "outs = trainer.predict(warmup_data)\n", + "\n", + "x_train = get_subset(data, int(20/dt), int(80/dt))\n", + "y_train = get_subset(data, int(20/dt)+10, int(80/dt)+10)\n", + "trainer.fit([x_train, y_train])\n", + "\n", + "x_test = get_subset(data, int(80/dt), int(100/dt)-10)\n", + "y_test = get_subset(data, int(80/dt) + 10, int(100/dt))\n", + "predictions = trainer.predict(x_test)\n", + "\n", + "plot_difference(y_test, predictions)" + ] }, { "cell_type": "markdown", @@ -629,111 +688,102 @@ }, { "cell_type": "code", + "execution_count": 15, "id": "39ceb22f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:55.643862Z", "start_time": "2025-10-06T03:22:54.830156Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:34.049765Z", + "iopub.status.busy": "2026-07-08T14:30:34.049627Z", + "iopub.status.idle": "2026-07-08T14:30:34.648761Z", + "shell.execute_reply": "2026-07-08T14:30:34.647981Z" } }, - "source": [ - "warmup_data = get_subset(data, 0, int(20/dt))\n", - "_ = trainer.predict(warmup_data)\n", - "\n", - "x_train = get_subset(data, int(20/dt), int(80/dt))\n", - "y_train = get_subset(data, int(20/dt)+100, int(80/dt)+100)\n", - "trainer.fit([x_train, y_train])\n", - "\n", - "x_test = get_subset(data, int(80/dt), int(100/dt)-100)\n", - "y_test = get_subset(data, int(80/dt) + 100, int(100/dt))\n", - "predictions = trainer.predict(x_test)\n", - "\n", - "plot_difference(y_test, predictions)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/2000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 15 + "source": [ + "warmup_data = get_subset(data, 0, int(20/dt))\n", + "_ = trainer.predict(warmup_data)\n", + "\n", + "x_train = get_subset(data, int(20/dt), int(80/dt))\n", + "y_train = get_subset(data, int(20/dt)+100, int(80/dt)+100)\n", + "trainer.fit([x_train, y_train])\n", + "\n", + "x_test = get_subset(data, int(80/dt), int(100/dt)-100)\n", + "y_test = get_subset(data, int(80/dt) + 100, int(100/dt))\n", + "predictions = trainer.predict(x_test)\n", + "\n", + "plot_difference(y_test, predictions)" + ] }, { "cell_type": "markdown", @@ -771,36 +821,39 @@ }, { "cell_type": "code", + "execution_count": 16, "id": "6a669645", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:55.964501Z", "start_time": "2025-10-06T03:22:55.651106Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:34.650529Z", + "iopub.status.busy": "2026-07-08T14:30:34.650376Z", + "iopub.status.idle": "2026-07-08T14:30:34.891856Z", + "shell.execute_reply": "2026-07-08T14:30:34.891286Z" } }, - "source": [ - "noises = bm.random.normal(0, 0.2, size=10)\n", - "\n", - "plt.figure(figsize=(8, 2))\n", - "plt.plot(noises.flatten())\n", - "plt.show()" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 16 + "source": [ + "noises = bm.random.normal(0, 0.2, size=10)\n", + "\n", + "plt.figure(figsize=(8, 2))\n", + "plt.plot(noises.flatten())\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -812,37 +865,40 @@ }, { "cell_type": "code", + "execution_count": 17, "id": "199e9d77", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:56.048709Z", "start_time": "2025-10-06T03:22:55.973510Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:34.893624Z", + "iopub.status.busy": "2026-07-08T14:30:34.893429Z", + "iopub.status.idle": "2026-07-08T14:30:34.954363Z", + "shell.execute_reply": "2026-07-08T14:30:34.953662Z" } }, - "source": [ - "dt = 0.1\n", - "integrals = bm.cumsum(noises) * dt\n", - "\n", - "plt.figure(figsize=(8, 2))\n", - "plt.plot(integrals.flatten())\n", - "plt.show()" - ], "outputs": [ { "data": { + "image/png": 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iIQMdbMtkBft6XHFr5vk6M9uPlpJxYYLTNwNzXKhvYytp72DiIzupK1ScSmlVLc/8N4t3M08Ajat3/Do1lp8M6qr/15tBAVVE5DuYKmv4xco9ZOafweAC82+O48GbYtp0t/OZ6rqLJmlV2YJrXmm1beecS/E2un5rklZ0YAeiA3zw93bnxJlzti1Ftx893eRZHm4GhvcIZNSF8aThdmx5FmktmfllPLb6AIdONXb79w/35+mJ/YiP7GjfwtoIBVQRkUv434mzzHw9k6KKGnw93Vgy+UZGxgbbu6wWY7FYKaqo+cYkrcYAW3DmPObLjHf183RrMpYUILyjF6PighgTF8KQ7prgJO1Tg9nCyp35LPo4h8raBlxc4J6kSOalxtHZx/EnMtqTAqqIyDe8t/cE8//9JbUNFroH+fDXqYnEBHWwd1l2U9dgoeDMOdskrdzSanJLGsOrqbJxG0iDCyR068SoC9uKxob4tumWZpHrqaSylvT/HuL/9hQCjWOvf5Max6SkSHX7fwcFVBGRC8wWK8+sy2LFllwAxsQFs/ieeHw9NXHnu1TVNlBQdo5QP086qUVI5LJ25ZXxxPv7bdumDojw53e392OAuv2/RQFVRAQoP1fPnHf2siWncRvDWaO686sfxDrVQvgiYn8NZguv78jn+fU5VF3o9p88qCvzxsXql7yLKKCKSLt3xFTJg69nkldajae7gYU/HsAPB4TZuywRcWKmihrS/5vFe3sbu/07ebvz/8bHcXdipH4xRgHV3uWIiJ1lHCrm4Xf2UVXbQHhHL1ZMTaBvmL+9yxKRduKz3NM8/v5+coobd1KLj+zI07f3o39E+/45pIAqIu2S1WrlL5uO8tzH2VitMCi6My/dO1ALaotIq6s3W/jH9mP8eX0O1XVmXFzgvuRu/HpcbLvdvEIBVUTanXN1Dcz71//4z/9OATBlcDee+GEf3K/zLkoiIs1RXFHDHz88xPv7TgLQ2cfI/Jvj+PHAiHbX7a+AKiLtyokz55j5eiYHT1Xg7urCU7f14yfJXe1dloiIzY6jp3ni/f0cNjV2+w/s2pHf3d6PfuHtp9tfAVVE2o2duaf55Zt7KKuuI7CDkZfuSyApqrO9yxIR+ZZ6s4W/f5rH4k8Oc67OjMGlsbcnbVws/l7O3+2vgCoiTs9qtbLys+M8teYADRYr/cL9WDElkTBtuSkiDu5U+Xn+8J9DrL0wJCmwg5H5N/fmzoHhTr0ZhgKqiDi1ugYLT645wNu7jgNwe3wYf/rRDXgZtfWmiLQdnx4p5Yn393O0pBqApKhOPHVbP/qEOWeWUUAVEadVUlnLL1Zmsjv/DC4uMH98HDNHxDh1q4OIOK+6Bgt/+zSPFz45zPn6xm7/qUOiSBvXCz8n2/GuOXntqqa3Llu2jKioKDw9PUlOTmbXrl2Xvf7dd98lLi4OT09P+vfvz4cfftjkfFVVFbNnzyYiIgIvLy/69OnD8uXLr6Y0EXFiX54o57al29idfwZfTzf+dn8SP0vprnAqIm2W0c3Az1O6k/GrFCb074LFCq9tP8bo5zbz3t4TOEE74lVpdkBdtWoVaWlpPPnkk+zZs4cBAwaQmpqKyWS65PXbt29n8uTJzJgxg7179zJx4kQmTpzI/v37bdekpaWxbt06Vq5cyaFDh5g7dy6zZ89mzZo1V//ORMSpvL+vkB8v386p8hpignxYPWsYo2KD7V2WiMh1EdbRi2X3DuSNGYOICfShtKqWR1Z9waSXd5JVVGHv8lpds7v4k5OTSUpKYunSpQBYLBYiIyOZM2cO8+fP/9b1kyZNorq6mrVr19qODR48mPj4eFsrab9+/Zg0aRKPP/647ZqEhARuvvlmfv/7339vTeriF3FeZouVhR9ls3zzUQBGxQbxwuQbna7rS0TkK7UNZl7ZmseSDYepqbfganDh/qFRzB3bE982/LOvxbr46+rqyMzMZOzYsV8/wGBg7Nix7Nix45L37Nixo8n1AKmpqU2uHzp0KGvWrKGwsBCr1crGjRvJyclh3Lhxl3xmbW0tFRUVTV4i4nzKz9cz4x+f28LpL0d255VpSQqnIuLUPNxcmTWqBxm/Gsn4vqGYLVZe3ZbH6EWbeX9fYbvo9m9WQC0tLcVsNhMSEtLkeEhICEVFRZe8p6io6HuvX7JkCX369CEiIgKj0cj48eNZtmwZI0aMuOQz09PT8ff3t70iIyOb8zZEpA04YqrijmWfsim7BE93Ay9OvpHfjI/DtZ3tvCIi7Vd4Ry+WT0ngtelJRAV4U1JZy8Pv7OOeFTvJKa60d3ktyiH2AFyyZAk7d+5kzZo1ZGZmsmjRImbNmsUnn3xyyesXLFhAeXm57VVQUNDKFYtIS9qQVcwdyz4lt7SaMH9P/vXzodw2IMzeZYmI2MXI2GA+emQEvx7XC093A5/llXHLC1v5w38OUlXbYO/yWoRbcy4ODAzE1dWV4uLiJseLi4sJDQ295D2hoaGXvf78+fM8+uijvPfee0yYMAGAG264gX379vHcc899a3gAgIeHBx4eHs0pXUTaAKvVykubj7Lwo2ysVhgU1Zm/3DeQwA76+y4i7ZuHmyuzR/fk9vhwnl57kI8PFvPXrXms+eIkj03ow603dHGqFU2a1YJqNBpJSEggIyPDdsxisZCRkcGQIUMuec+QIUOaXA+wfv162/X19fXU19djMDQtxdXVFYvF0pzyRKQNO19nZs7be3l2XWM4vTe5KysfSFY4FRG5SGRnb1ZMTeTv9yfRLcCb4opa5ry9l3tf+YwjJufp9m9WCyo0Lgk1bdo0EhMTGTRoEIsXL6a6uprp06cDMHXqVMLDw0lPTwfg4YcfJiUlhUWLFjFhwgTeeecddu/ezYoVKwDw8/MjJSWFefPm4eXlRbdu3di8eTOvv/46zz///HV8qyLiqArPnmfm67s5cLICN4MLv72tL/cN7mbvskREHNaouGCGdA9gxZZclm08wvajpxm/eCszbormodE98fFodsRzKFe1k9TSpUtZuHAhRUVFxMfH8+KLL5KcnAzAyJEjiYqK4rXXXrNd/+677/LYY49x7NgxevbsybPPPsstt9xiO19UVMSCBQv4+OOPKSsro1u3bsycOZNHHnnkipqrtcyUSNv1We5pfvnmHk5X1xHgY+Sl+xIYFN3Z3mWJiLQZBWXneOqDg3xyqHFIZaifJ4/f2odb+oc6VLe/tjoVkTZh5c58frvmAA0WK33D/FgxNZHwjl72LktEpE3KOFTMbz84QEHZeQCG9wjkqdv70j2og50ra6SAKiIOra7Bwm8/OMBbnx0H4NYburDwxwPwMrrauTIRkbatpt7MS5uO8tLmo9Q1WHB3deGBm2KYM7oH3kb7dvsroIqIwyqtquWXK/ew61gZLi4wLzWWX6R0d6huKBGRti7/dDW/XXOAjdklAIT5N3b7j+9nv25/BVQRcUj7C8uZ+fpuTpbX4OvhxguT4xkdF/L9N4qISLNZrVY+OWTit2sOUHi2sdt/RK8gnrqtL9GBPq1ejwKqiDicNV+c5Df/+oKaegsxgT6smJpIj2DHGBclIuLMzteZeWnTEZZvzqXObMHoamDmiBhmjerRqkOrFFBFxGGYLVae+ziblzYdBWBkbBAv3HMj/l7udq5MRKR9yStt7PbfnNPY7R/e0YsnftiHcX1CWqXbXwFVRBxCRU09D7+91zYG6ucp3ZmXGourQeNNRUTswWq18vHBYn73wUFbt/+81FhmjerR4t+7OXmtba/iKiIO62hJFQ++vpvckmo83Aw8++MbuD0+3N5liYi0ay4uLqT2DeWmnoEs23iElTuPc8eNjvezWS2oInLdbcw28dDbe6msaaCLvycrpiTSP8Lf3mWJiMg3VNU20KGVdp1SC6qI2IXVauXlLbk8sy4LqxWSojrxl3sTCPL1sHdpIiJyCa0VTpvLMasSkTbnfJ2Z//fv/7Hmi5MATB7Uladu64vRzWDnykREpK1RQBWRa3by7HlmvrGb/YUVuBlc+O1tfblvcDd7lyUiIm2UAqqIXJPPj5Xxi5WZlFbV0dnHyF/uHcjgmAB7lyUiIm2YAqqIXLW3dx3niff3U2+20ruLH3+dmkBEJ297lyUiIm2cAqqINFu92cLvPjjIGzvzAZhwQxcW/vgGvI36kSIiItdO/5qISLOcrqrlF2/uYVdeGS4u8OtxsfxyZPdW2YVERETaBwVUEbliB06WM/P1TArPnqeDhxsv3BPPmN4h9i5LREScjAKqiFyRtf87ya/f/YKaegvRgT78dWoCPYJ97V2WiIg4IQVUkStUUHaOooqa6/rMltjHrSU2h9uYXcLyzUcBGNEriCX33Ii/t/t1/z4iIiKggCpyWVarlc+PnWHFlqN8cshk73Ls7mcjYvjN+DhcDRpvKiIiLUcBVeQSzBYrHx8o4uUtuewrOAuAiwt07eyN4RomA11zrLuGB1zL9/YyuvLgTTHcHh9+DU8RERG5MgqoIhepqTfzbuYJXt2ay7HT5wAwuhm4c2A4D9wUQ/egDnauUERExPkpoIoAZdV1vL7jGK/vyKesug4Afy93pgzuxrShUQT5eti5QhERkfZDAVXatfzT1byyNY93MwuoqbcAENHJixnDo7k7MRIfD/0VERERaW3611fapX0FZ1mx5Sjr9hdhuTDpvV+4HzNHdOeWfqG4uRrsW6CIiEg7poAq7YbFYmVjtomXt+SyK6/MdjylVxA/GxHDkO4B2g1JRETEASigitOrbTDz/t6TrNiayxFTFQBuBhduiw9j5ogY4kL97FyhiIiIXEwBVZxW+fl63vwsn9c+PYapshaADh5u/CS5K9OHRdHF38vOFYqIiMilXNVAu2XLlhEVFYWnpyfJycns2rXrste/++67xMXF4enpSf/+/fnwww+/dc2hQ4e47bbb8Pf3x8fHh6SkJI4fP3415Uk7V3j2PE+vPcjQ9AyeXZeNqbKWUD9PFtwcx/YFo3n0lt4KpyIiIg6s2S2oq1atIi0tjeXLl5OcnMzixYtJTU0lOzub4ODgb12/fft2Jk+eTHp6OrfeeitvvfUWEydOZM+ePfTr1w+Ao0ePMnz4cGbMmMFTTz2Fn58fBw4cwNPT89rfobQbB09WsGLLUT743ynMF2Y+xYb48uCIGG4bEIbRTROfRERE2gIXazM37k5OTiYpKYmlS5cCYLFYiIyMZM6cOcyfP/9b10+aNInq6mrWrl1rOzZ48GDi4+NZvnw5APfccw/u7u688cYbV1RDbW0ttbW1tq8rKiqIjIykvLwcPz+NJ2xPrFYr246UsmJLLlsPl9qOD4kJYGZKDCN7BWnik4iIiAOoqKjA39//ivJas5qU6urqyMzMZOzYsV8/wGBg7Nix7Nix45L37Nixo8n1AKmpqbbrLRYL//nPf+jVqxepqakEBweTnJzM6tWrv7OO9PR0/P39ba/IyMjmvA1xAvVmC6v3FjLhxW1MeXUXWw+XYnCBW2/owgezh/P2zMGMig1WOBUREWmDmhVQS0tLMZvNhISENDkeEhJCUVHRJe8pKiq67PUmk4mqqir+9Kc/MX78eD7++GPuuOMOfvSjH7F58+ZLPnPBggWUl5fbXgUFBc15G9KGVdU28MrWXEYu3MTcVfs4eKoCL3dX7h8axeZ5o1j6k4H0j/C3d5kiIiJyDew+i99iady95/bbb+eRRx4BID4+nu3bt7N8+XJSUlK+dY+HhwceHtp6sj0xVdTw9+3HeHNnPhU1DQAEdjAybUgU9w3uRicfo50rFBERkeulWQE1MDAQV1dXiouLmxwvLi4mNDT0kveEhoZe9vrAwEDc3Nzo06dPk2t69+7Ntm3bmlOeOKEjpkpWbMll9d6T1Jkbf5mJCfThgZti+NHAcDzdXe1coYiIiFxvzeriNxqNJCQkkJGRYTtmsVjIyMhgyJAhl7xnyJAhTa4HWL9+ve16o9FIUlIS2dnZTa7JycmhW7duzSlPnITVauWz3NPMeO1zxj6/hX/uPkGd2UJCt068PCWBT9JS+ElyV4VTERERJ9XsLv60tDSmTZtGYmIigwYNYvHixVRXVzN9+nQApk6dSnh4OOnp6QA8/PDDpKSksGjRIiZMmMA777zD7t27WbFihe2Z8+bNY9KkSYwYMYJRo0axbt06PvjgAzZt2nR93qW0CWaLlY8OFPHylly+KDgLgIsL/KB3CD9LiSGhW2f7FigiIiKtotkBddKkSZSUlPDEE09QVFREfHw869ats02EOn78OAbD1w2zQ4cO5a233uKxxx7j0UcfpWfPnqxevdq2BirAHXfcwfLly0lPT+ehhx4iNjaWf//73wwfPvw6vEVxdOfrzPwrs4BXtuWRf/ocAEY3A3cOjODBm6KJCepg5wpFRESkNTV7HVRH1Jx1tcRxnK6q5fUd+byxM5+y6joAOnq7M2VwN6YOiSLIVxPhREREnEVz8prdZ/FL+3OstJpXtuXy7u4T1DY0TnyK6OTFA8OjuTspEm+j/rcUERFpz5QEpNXsPX6GFVtyWXegiK/a7fuH+zNzRAw39wvFzVVbkYqIiIgCqrQwi8XKhiwTK7bksutYme34yNggZo6IYUhMgHZ7EhERkSYUUKVF1DaYWb23kL9uzeOIqQoAd1cXbhsQzswRMcSG+tq5QhEREXFUCqhyXZWfq2flZ/m8tv0YJZW1APh6uPGT5K5MHxZNqL+nnSsUERERR6eAKtdF4dnzvLo1j1WfH6e6zgxAqJ8nPx0exeRBXfH1dLdzhSIiItJWKKDKNTlwspwVW3JZ+79TmC2NM5/iQn158KYYfjggDKObJj6JiIhI8yigSrNZrVa2Hi5lxZZcth0ptR0f2j2AmSNiSOkVpIlPIiIictUUUOWKWSxWPtx/imUbj3LoVAUArgYXbunfhZ+NiKFfuL+dKxQRERFnoIAq38tqtbIpu4SFH2Vz8EIw9Ta6cndiJDOGRxPZ2dvOFYqIiIgzUUCVy9qVV8bCj7L4/NgZADp4uDFjeDTTh0XR0dto5+pERETEGSmgyiXtLyxn4UfZbM4pAcDDzcC0oVH8IqU7nXwUTEVERKTlKKBKE0dMVfx5fQ7/+fIUAG4GFyYlRTJndE+tYSoiIiKtQgFVADhx5hwvZhzmX5knsFjBxQVuHxDG3LG9iAr0sXd5IiIi0o4ooLZzJZW1LNt4hLc+O06d2QLAD/qE8KtxvYgL9bNzdSIiItIeKaC2U+Xn61mx5Sh/23aM8/WNOz8NiQlg3vhYBnbtZOfqREREpD1TQG1nztU18Nr2YyzfdJSKmgYABkR25DepsQzrEWjn6kREREQUUNuNugYLb+86zpINRyitqgWgV0gHfj0ulh/0CdHOTyIiIuIwFFCdnNli5b29hSz+JIcTZ84DENnZi7Qf9OK2AeG4GhRMRURExLEooDopq9XKRweKeO7jHI6YqgAI9vVgzpieTEqMxOhmsHOFIiIiIpemgOpkrFYrWw+XsvCjbL4sLAego7c7v0jpztQhUXgZXe1coYiIiMjlKaA6kcz8Mp5dl81neWUAeBtdeWB4NA+MiMHP093O1YmIiIhcGQVUJ3DwZAXPfZzNhiwTAEY3A1MGd+MXI7sT2MHDztWJiIiINI8CahuWV1rN8+tz+OCLkwC4Gly4OzGCOaN7EtbRy87ViYiIiFwdBdQ26OTZ8yzZcJh/7j6B2WIF4IcDwnhkbE9igjrYuToRERGRa6OA2oacrqrlL5uO8sbOfOoaGrclHR0XzK/G9aJvmL+dqxMRERG5Pq5qraFly5YRFRWFp6cnycnJ7Nq167LXv/vuu8TFxeHp6Un//v358MMPv/Pan//857i4uLB48eKrKc0pVdTU8/z6HEY8u5FXt+VR12BhUHRn/vXzIfzt/iSFUxEREXEqzQ6oq1atIi0tjSeffJI9e/YwYMAAUlNTMZlMl7x++/btTJ48mRkzZrB3714mTpzIxIkT2b9//7eufe+999i5cydhYWHNfydO6HydmZc3H2XEsxt5MeMw1XVm+of78/pPB7Fq5mASozrbu0QRERGR687FarVam3NDcnIySUlJLF26FACLxUJkZCRz5sxh/vz537p+0qRJVFdXs3btWtuxwYMHEx8fz/Lly23HCgsLSU5O5qOPPmLChAnMnTuXuXPnXlFNFRUV+Pv7U15ejp+fX3PejkOqa7CwancBSzIOY6ps3Ja0e5APvx4Xy/h+odqWVERERNqc5uS1Zo1BraurIzMzkwULFtiOGQwGxo4dy44dOy55z44dO0hLS2tyLDU1ldWrV9u+tlgsTJkyhXnz5tG3b9/vraO2tpba2lrb1xUVFc15Gw7LbLGy5otC/rz+MMfLzgEQ3tGLR37Qi4nxYbi5avcnERERcX7NCqilpaWYzWZCQkKaHA8JCSErK+uS9xQVFV3y+qKiItvXzzzzDG5ubjz00ENXVEd6ejpPPfVUc0p3aFarlfUHi1n0cQ7ZxZUABHbwYM7oHtwzKBIPN+3+JCIiIu2H3WfxZ2Zm8sILL7Bnz54r7rpesGBBk1bZiooKIiMjW6rEFvXpkVKe/SibLwrOAuDn6cbPR3bn/qFReBvt/vGIiIiItLpmJaDAwEBcXV0pLi5ucry4uJjQ0NBL3hMaGnrZ67du3YrJZKJr166282azmV/96lcsXryYY8eOfeuZHh4eeHi07R2S9h4/w3MfZ/PpkdMAeLm78tPhUcy8qTv+3tqWVERERNqvZgVUo9FIQkICGRkZTJw4EWgcP5qRkcHs2bMvec+QIUPIyMhoMuFp/fr1DBkyBIApU6YwduzYJvekpqYyZcoUpk+f3pzy2oTsokqe+zib9QcbQ7vR1cBPkrsya1QPgnzbdugWERERuR6a3YeclpbGtGnTSExMZNCgQSxevJjq6mpbmJw6dSrh4eGkp6cD8PDDD5OSksKiRYuYMGEC77zzDrt372bFihUABAQEEBAQ0OR7uLu7ExoaSmxs7LW+P4eRf7qaxZ8cZvW+QqxWMLjAnQMjeHhsTyI6edu7PBERERGH0eyAOmnSJEpKSnjiiScoKioiPj6edevW2SZCHT9+HIPh69nmQ4cO5a233uKxxx7j0UcfpWfPnqxevZp+/fpdv3fhwIrKa1iy4TCrPi+g4cK2pBP6d+GRH/SiR7C2JRURERH5pmavg+qIHHEd1DPVdby0+Sj/2H6M2gvbkqb0CmJeaiz9wrXzk4iIiLQvLbYOqny/qtoGXt2ax1+35lJV2wBAYrdOzEuNJTkm4HvuFhEREREF1Oukpt7Myp35/GXTUcqq6wDo08WPeamxjIwN0u5PIiIiIldIAfUa1Zst/CvzBC9mHOZUeQ0AMYE+pI3rxS39umAwKJiKiIiINIcC6lWyWKys/fIUf16fQ15pNQBh/p48PLYndw6M0LakIiIiIldJAfUqbDtcyu//c5CsosZtSQN8jMwa1YOfJHfF013bkoqIiIhcCwXUq5B3upqsokp8Pdz4WUoM04dF4+OhP0oRERGR60Gp6ipMSoyk/Fwd9w3uRkdvo73LEREREXEqCqhXwehmYPbonvYuQ0RERMQpaSaPiIiIiDgUBVQRERERcSgKqCIiIiLiUJxiDKrVagUa93gVEREREcfzVU77KrddjlME1MrKxvVIIyMj7VyJiIiIiFxOZWUl/v7+l73GxXolMdbBWSwWTp48ia+vb6vteV9RUUFkZCQFBQX4+fm1yvcU+9Jn3v7oM29/9Jm3T/rcW4fVaqWyspKwsDAMhsuPMnWKFlSDwUBERIRdvrefn5/+Z25n9Jm3P/rM2x995u2TPveW930tp1/RJCkRERERcSgKqCIiIiLiUBRQr5KHhwdPPvkkHh4e9i5FWok+8/ZHn3n7o8+8fdLn7nicYpKUiIiIiDgPtaCKiIiIiENRQBURERERh6KAKiIiIiIORQFVRERERByKAqqIiIiIOBQF1KuwbNkyoqKi8PT0JDk5mV27dtm7JGlB6enpJCUl4evrS3BwMBMnTiQ7O9veZUkr+dOf/oSLiwtz5861dynSwgoLC7nvvvsICAjAy8uL/v37s3v3bnuXJS3EbDbz+OOPEx0djZeXF927d+fpp59Gixs5BgXUZlq1ahVpaWk8+eST7NmzhwEDBpCamorJZLJ3adJCNm/ezKxZs9i5cyfr16+nvr6ecePGUV1dbe/SpIV9/vnnvPzyy9xwww32LkVa2JkzZxg2bBju7u7897//5eDBgyxatIhOnTrZuzRpIc888wwvvfQSS5cu5dChQzzzzDM8++yzLFmyxN6lCVoHtdmSk5NJSkpi6dKlAFgsFiIjI5kzZw7z58+3c3XSGkpKSggODmbz5s2MGDHC3uVIC6mqqmLgwIH85S9/4fe//z3x8fEsXrzY3mVJC5k/fz6ffvopW7dutXcp0kpuvfVWQkJCePXVV23H7rzzTry8vFi5cqUdKxNQC2qz1NXVkZmZydixY23HDAYDY8eOZceOHXasTFpTeXk5AJ07d7ZzJdKSZs2axYQJE5r8fRfntWbNGhITE7nrrrsIDg7mxhtv5K9//au9y5IWNHToUDIyMsjJyQHgiy++YNu2bdx88812rkwA3OxdQFtSWlqK2WwmJCSkyfGQkBCysrLsVJW0JovFwty5cxk2bBj9+vWzdznSQt555x327NnD559/bu9SpJXk5uby0ksvkZaWxqOPPsrnn3/OQw89hNFoZNq0afYuT1rA/PnzqaioIC4uDldXV8xmM3/4wx+499577V2aoIAq0iyzZs1i//79bNu2zd6lSAspKCjg4YcfZv369Xh6etq7HGklFouFxMRE/vjHPwJw4403sn//fpYvX66A6qT++c9/8uabb/LWW2/Rt29f9u3bx9y5cwkLC9Nn7gAUUJshMDAQV1dXiouLmxwvLi4mNDTUTlVJa5k9ezZr165ly5YtRERE2LscaSGZmZmYTCYGDhxoO2Y2m9myZQtLly6ltrYWV1dXO1YoLaFLly706dOnybHevXvz73//204VSUubN28e8+fP55577gGgf//+5Ofnk56eroDqADQGtRmMRiMJCQlkZGTYjlksFjIyMhgyZIgdK5OWZLVamT17Nu+99x4bNmwgOjra3iVJCxozZgxffvkl+/bts70SExO599572bdvn8Kpkxo2bNi3lo/LycmhW7dudqpIWtq5c+cwGJrGIFdXVywWi50qkoupBbWZ0tLSmDZtGomJiQwaNIjFixdTXV3N9OnT7V2atJBZs2bx1ltv8f777+Pr60tRUREA/v7+eHl52bk6ud58fX2/Nb7Yx8eHgIAAjTt2Yo888ghDhw7lj3/8I3fffTe7du1ixYoVrFixwt6lSQv54Q9/yB/+8Ae6du1K37592bt3L88//zw//elP7V2aoGWmrsrSpUtZuHAhRUVFxMfH8+KLL5KcnGzvsqSFuLi4XPL43//+d+6///7WLUbsYuTIkVpmqh1Yu3YtCxYs4PDhw0RHR5OWlsaDDz5o77KkhVRWVvL444/z3nvvYTKZCAsLY/LkyTzxxBMYjUZ7l9fuKaCKiIiIiEPRGFQRERERcSgKqCIiIiLiUBRQRURERMShKKCKiIiIiENRQBURERERh6KAKiIiIiIORQFVRERERByKAqqIiIiIOBQFVBERERFxKAqoIiIiIuJQFFBFRERExKH8f23eI1zWDyaWAAAAAElFTkSuQmCC", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 17 + "source": [ + "dt = 0.1\n", + "integrals = bm.cumsum(noises) * dt\n", + "\n", + "plt.figure(figsize=(8, 2))\n", + "plt.plot(integrals.flatten())\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -854,13 +910,21 @@ }, { "cell_type": "code", + "execution_count": 18, "id": "080c7634", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:56.059204Z", "start_time": "2025-10-06T03:22:56.054709Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:34.956018Z", + "iopub.status.busy": "2026-07-08T14:30:34.955722Z", + "iopub.status.idle": "2026-07-08T14:30:34.959399Z", + "shell.execute_reply": "2026-07-08T14:30:34.958691Z" } }, + "outputs": [], "source": [ "from functools import partial\n", "\n", @@ -884,9 +948,7 @@ "def train_data():\n", " for _ in range(100):\n", " yield build_inputs_and_targets()" - ], - "outputs": [], - "execution_count": 18 + ] }, { "cell_type": "markdown", @@ -898,13 +960,21 @@ }, { "cell_type": "code", + "execution_count": 19, "id": "20cc5e5b", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:56.923788Z", "start_time": "2025-10-06T03:22:56.091857Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:34.960772Z", + "iopub.status.busy": "2026-07-08T14:30:34.960614Z", + "iopub.status.idle": "2026-07-08T14:30:35.537704Z", + "shell.execute_reply": "2026-07-08T14:30:35.536873Z" } }, + "outputs": [], "source": [ "class RNN(bp.DynamicalSystem):\n", " def __init__(self, num_in, num_hidden):\n", @@ -918,9 +988,7 @@ "\n", "with bm.training_environment():\n", " model = RNN(1, 100)" - ], - "outputs": [], - "execution_count": 19 + ] }, { "cell_type": "markdown", @@ -940,386 +1008,623 @@ }, { "cell_type": "code", + "execution_count": 20, "id": "934d84f1", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:56.993710Z", "start_time": "2025-10-06T03:22:56.989780Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:35.540031Z", + "iopub.status.busy": "2026-07-08T14:30:35.539881Z", + "iopub.status.idle": "2026-07-08T14:30:35.542487Z", + "shell.execute_reply": "2026-07-08T14:30:35.541813Z" } }, + "outputs": [], "source": [ "# define loss function\n", "def loss(predictions, targets, l2_reg=2e-4):\n", " mse = bp.losses.mean_squared_error(predictions, targets)\n", " l2 = l2_reg * bp.losses.l2_norm(model.train_vars().unique().dict()) ** 2\n", " return mse + l2" - ], - "outputs": [], - "execution_count": 20 + ] }, { "cell_type": "code", + "execution_count": 21, "id": "fadde858", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:57.088563Z", "start_time": "2025-10-06T03:22:57.060388Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:35.544542Z", + "iopub.status.busy": "2026-07-08T14:30:35.544405Z", + "iopub.status.idle": "2026-07-08T14:30:35.556901Z", + "shell.execute_reply": "2026-07-08T14:30:35.556240Z" } }, - "source": [ - "# define optimizer\n", - "lr = bp.optim.ExponentialDecay(lr=0.025, decay_steps=1, decay_rate=0.99975)\n", - "opt = bp.optim.Adam(lr=lr, eps=1e-1)" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\optim\\scheduler.py:355: UserWarning: ExponentialDecay is abandoned, please use ExponentialDecayLR insteadly.\n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/optim/scheduler.py:376: UserWarning: ExponentialDecay is abandoned, please use ExponentialDecayLR insteadly.\n", " warnings.warn(\"ExponentialDecay is abandoned, please use ExponentialDecayLR insteadly.\")\n" ] } ], - "execution_count": 21 + "source": [ + "# define optimizer\n", + "lr = bp.optim.ExponentialDecay(lr=0.025, decay_steps=1, decay_rate=0.99975)\n", + "opt = bp.optim.Adam(lr=lr, eps=1e-1)" + ] }, { "cell_type": "code", + "execution_count": 22, "id": "46d4c4bc", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:22:57.167835Z", "start_time": "2025-10-06T03:22:57.105644Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:35.558890Z", + "iopub.status.busy": "2026-07-08T14:30:35.558769Z", + "iopub.status.idle": "2026-07-08T14:30:35.634803Z", + "shell.execute_reply": "2026-07-08T14:30:35.633956Z" } }, + "outputs": [], "source": [ "# create a trainer\n", "trainer = bp.BPTT(model, loss_fun=loss, optimizer=opt)" - ], - "outputs": [], - "execution_count": 22 + ] }, { "cell_type": "code", + "execution_count": 23, "id": "26086c65", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:24:48.899141Z", "start_time": "2025-10-06T03:22:57.185465Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:35.636712Z", + "iopub.status.busy": "2026-07-08T14:30:35.636574Z", + "iopub.status.idle": "2026-07-08T14:31:45.097593Z", + "shell.execute_reply": "2026-07-08T14:31:45.096577Z" } }, - "source": [ - "# train the model\n", - "trainer.fit(train_data, num_epoch=30)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Train 0 epoch, use 4.6525 s, loss 0.5769001624120187\n", - "Train 1 epoch, use 3.9341 s, loss 0.6012456617375284\n", - "Train 2 epoch, use 3.8690 s, loss 0.16763342151665736\n", - "Train 3 epoch, use 3.8010 s, loss 0.03367445910900796\n", - "Train 4 epoch, use 3.6578 s, loss 0.02507292572843596\n", - "Train 5 epoch, use 3.6672 s, loss 0.023660240621885324\n", - "Train 6 epoch, use 3.5259 s, loss 0.023234681320259867\n", - "Train 7 epoch, use 3.6066 s, loss 0.02274668271018847\n", - "Train 8 epoch, use 3.5556 s, loss 0.022179079240538725\n", - "Train 9 epoch, use 3.5196 s, loss 0.022273897407273986\n", - "Train 10 epoch, use 3.5467 s, loss 0.021910333591299028\n", - "Train 11 epoch, use 3.7714 s, loss 0.022207959184164894\n", - "Train 12 epoch, use 3.7795 s, loss 0.021711869384784855\n", - "Train 13 epoch, use 3.8430 s, loss 0.021634918551652463\n", - "Train 14 epoch, use 4.6484 s, loss 0.021597238429818838\n", - "Train 15 epoch, use 4.1485 s, loss 0.02158446679037941\n", - "Train 16 epoch, use 4.0141 s, loss 0.02143738330785308\n", - "Train 17 epoch, use 3.6024 s, loss 0.02147022388760562\n", - "Train 18 epoch, use 4.0315 s, loss 0.021425177991256376\n", - "Train 19 epoch, use 3.5877 s, loss 0.021317941077372508\n", - "Train 20 epoch, use 3.6267 s, loss 0.021166253611346927\n", - "Train 21 epoch, use 3.5071 s, loss 0.021217574957937285\n", - "Train 22 epoch, use 3.4340 s, loss 0.021064762943911866\n", - "Train 23 epoch, use 3.5373 s, loss 0.021120882311109722\n", - "Train 24 epoch, use 3.5057 s, loss 0.021049819783330124\n", - "Train 25 epoch, use 3.4965 s, loss 0.02103106952961301\n", - "Train 26 epoch, use 3.2875 s, loss 0.02095386507792798\n", - "Train 27 epoch, use 3.4473 s, loss 0.02087706482808289\n", - "Train 28 epoch, use 3.3152 s, loss 0.02084544251948843\n", - "Train 29 epoch, use 3.5087 s, loss 0.02083820570207805\n" + "Train 0 epoch, use 2.8075 s, loss 0.39516122931127456\n" ] - } - ], - "execution_count": 23 - }, - { - "cell_type": "markdown", - "id": "3adb6bfe", - "metadata": {}, - "source": [ - "The training losses can be retrieved by `.get_hist_metric()` function. " - ] - }, - { - "cell_type": "code", - "id": "2419503e", - "metadata": { - "ExecuteTime": { - "end_time": "2025-10-06T03:24:49.006741Z", - "start_time": "2025-10-06T03:24:48.942396Z" - } - }, - "source": [ - "plt.figure(figsize=(8, 3))\n", - "plt.plot(trainer.get_hist_metric(metric='loss'))\n", - "plt.xlabel('Number of Training Step')\n", - "plt.ylabel('Training Loss')\n", - "plt.show()" - ], - "outputs": [ + }, { - "data": { - "text/plain": [ - "
" - ], - "image/png": 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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } - } - ], - "execution_count": 24 - }, - { - "cell_type": "markdown", - "id": "05125733", - "metadata": {}, - "source": [ - "Finally, let's try the trained network, and test whether it can generate the correct integration results." - ] - }, - { - "cell_type": "code", - "id": "c594fd12", - "metadata": { - "ExecuteTime": { - "end_time": "2025-10-06T03:24:49.232130Z", - "start_time": "2025-10-06T03:24:49.010762Z" - } - }, - "source": [ - "model.reset(num_batch)\n", - "x, y = build_inputs_and_targets()\n", - "predicts = trainer.predict(x)" - ], - "outputs": [ + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 1 epoch, use 2.2011 s, loss 0.04101776398339063\n" + ] + }, { - "data": { - "text/plain": [ - " 0%| | 0/25 [00:00" - ], - "image/png": 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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } - } - ], - "execution_count": 26 - }, - { - "cell_type": "markdown", - "id": "3b29accf", - "metadata": {}, - "source": [ - "## Training a spiking neural network" - ] - }, - { - "cell_type": "markdown", - "id": "ec94ad31", - "metadata": {}, - "source": [ - "BrainPy also supports to train spiking neural networks.\n", - "\n", - "In the following, we demonstrate how to use back-propagation algorithms to train spiking neurons with a simple example." - ] - }, - { - "cell_type": "markdown", - "id": "86892484", - "metadata": {}, - "source": [ - "Our model is a simple three layer model:\n", - "\n", - "- an input layer\n", - "- a LIF layer\n", - "- a readout layer\n", - "\n", - "The synaptic connection between each layer is the Exponenetial synapse model." - ] - }, - { - "cell_type": "code", - "id": "a46d325952432921", - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2025-10-06T03:24:49.342253Z", - "start_time": "2025-10-06T03:24:49.336176Z" - } - }, - "source": [ - "bm.set_dt(1.)" - ], - "outputs": [], - "execution_count": 27 - }, - { - "cell_type": "code", - "id": "8abcce5f", - "metadata": { - "ExecuteTime": { - "end_time": "2025-10-06T03:24:49.394035Z", - "start_time": "2025-10-06T03:24:49.388255Z" - } - }, - "source": [ - "class SNN(bp.DynamicalSystem):\n", - " def __init__(self, num_in, num_rec, num_out):\n", - " super().__init__()\n", - "\n", - " # parameters\n", - " self.num_in = num_in\n", - " self.num_rec = num_rec\n", - " self.num_out = num_out\n", - "\n", - " # neuron groups\n", - " self.r = bp.dyn.Lif(num_rec, tau=10., V_reset=0., V_rest=0., V_th=1.)\n", - " self.o = bp.dyn.Integrator(num_out, tau=5.)\n", - "\n", - " # synapse: i->r\n", - " self.i2r = bp.Sequential(\n", - " comm=bp.dnn.Linear(num_in, num_rec, W_initializer=bp.init.KaimingNormal(scale=20.)),\n", - " syn=bp.dyn.Expon(num_rec, tau=10.),\n", - " )\n", - "\n", - " # synapse: r->o\n", - " self.r2o = bp.Sequential(\n", - " comm=bp.dnn.Linear(num_rec, num_out, W_initializer=bp.init.KaimingNormal(scale=20.)),\n", - " syn=bp.dyn.Expon(num_out, tau=10.),\n", - " )\n", - "\n", - " def update(self, spike):\n", - " return spike >> self.i2r >> self.r >> self.r2o >> self.o" + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 3 epoch, use 2.2993 s, loss 0.02482865938037081\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 4 epoch, use 2.2207 s, loss 0.021341254750841022\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 5 epoch, use 2.2291 s, loss 0.021015696560156963\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 6 epoch, use 2.2459 s, loss 0.020753950811780185\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 7 epoch, use 2.3350 s, loss 0.020528248156331454\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 8 epoch, use 2.2616 s, loss 0.02030169084866186\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 9 epoch, use 2.2590 s, loss 0.02019816689116621\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 10 epoch, use 2.2696 s, loss 0.045358583182389826\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 11 epoch, use 2.2670 s, loss 0.021863071976626746\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 12 epoch, use 2.2784 s, loss 0.019565842394697684\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 13 epoch, use 2.2578 s, loss 0.01926293854185243\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 14 epoch, use 2.2725 s, loss 0.01901108352580591\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 15 epoch, use 2.3015 s, loss 0.018790613916821713\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 16 epoch, use 2.2936 s, loss 0.018572624380932358\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 17 epoch, use 2.3054 s, loss 0.018362225657247842\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 18 epoch, use 2.2707 s, loss 0.01816562902524028\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 19 epoch, use 2.3196 s, loss 0.017958732890275168\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 20 epoch, use 2.3084 s, loss 0.017776579227317357\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 21 epoch, use 2.3248 s, loss 0.01759459585827182\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 22 epoch, use 2.2945 s, loss 0.017411332340511742\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 23 epoch, use 2.3368 s, loss 0.017242224811794268\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 24 epoch, use 2.3392 s, loss 0.01707027871649052\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 25 epoch, use 2.3135 s, loss 0.016918295356003837\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 26 epoch, use 2.3059 s, loss 0.01675565172905934\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 27 epoch, use 2.3193 s, loss 0.01659578783899686\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 28 epoch, use 2.3561 s, loss 0.016456026138226013\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 29 epoch, use 2.3538 s, loss 0.016318637580129542\n" + ] + } ], - "outputs": [], - "execution_count": 28 + "source": [ + "# train the model\n", + "trainer.fit(train_data, num_epoch=30)" + ] }, { - "cell_type": "code", - "id": "4adc791ee70c493", - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2025-10-06T03:24:49.419425Z", - "start_time": "2025-10-06T03:24:49.416411Z" - } - }, + "cell_type": "markdown", + "id": "3adb6bfe", + "metadata": {}, "source": [ - "num_in = 100\n", - "num_rec = 10" - ], - "outputs": [], - "execution_count": 29 + "The training losses can be retrieved by `.get_hist_metric()` function. " + ] }, { "cell_type": "code", - "id": "ca396c44", + "execution_count": 24, + "id": "2419503e", "metadata": { "ExecuteTime": { - "end_time": "2025-10-06T03:24:50.230043Z", - "start_time": "2025-10-06T03:24:49.461705Z" + "end_time": "2025-10-06T03:24:49.006741Z", + "start_time": "2025-10-06T03:24:48.942396Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:31:45.100365Z", + "iopub.status.busy": "2026-07-08T14:31:45.100113Z", + "iopub.status.idle": "2026-07-08T14:31:45.145128Z", + "shell.execute_reply": "2026-07-08T14:31:45.144447Z" } }, - "source": [ - "with bm.training_environment():\n", - " net = SNN(num_in, num_rec, 2) # out task is a two label classification task" + "outputs": [ + { + "data": { + "image/png": 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dzYCWWQAAAG8QZlsA9w1g9JkFAADwCmG2BYip6jNbWFKhM2VMCQwAANBUTR7NwOX666+vdzxZi8Uim82mvn376pZbblH//v19UmB7EBYcKFsHq0rKncotLFHvLp3MLgkAAKBV8LplNiIiQp999pm2bdsmi8Uii8Wib775Rp999pkqKiq0atUqJSQkaOPGjc1Rb5tksVhkp6sBAACA17wOs7Gxsbrlllv0/fff66233tJbb72lrKws/dd//Zf69OmjPXv2KDU1VQ8++GBz1NtmuW4Cy2F4LgAAgCbzOsz+7W9/03333SertXpXq9Wqe+65R3/5y19ksVg0Z84c7d6926eFtnXVs4DRMgsAANBUXofZiooK7d27t87yvXv3yuGovHnJZrPV268WDWMWMAAAAO95fQPYbbfdppkzZ+rhhx/WyJEjJUlfffWVHnvsMU2fPl2StH79eg0ePNi3lbZxrokTmAUMAACg6bwOs0899ZTsdrsef/xx5eTkSJLsdrvuv/9+dz/Z8ePHa8KECb6ttI1zT2lLyywAAECTed3NICAgQL/73e909OhRnTp1SqdOndLRo0f18MMPKyAgQJLUq1cv9ejRo8nHXLFiheLj42Wz2TR69Ght2bKlwW3/+te/6rLLLlPnzp3VuXNnJScnN7p9a+FumWUWMAAAgCY7r0kTwsPDFR4efl4FrFq1SmlpaUpPT9e2bduUkJCglJQU5ebm1rv9unXrNG3aNK1du1abNm1Sz549NX78eP3888/nVYfZXBMn5HADGAAAQJN5HWZzcnJ02223KS4uToGBgQoICPB4eGvZsmWaNWuWZsyYoUGDBmnlypUKCQnRiy++WO/2r776qu6++24lJiZqwIABeuGFF+R0OpWZmen1e7ck9qqW2fwz5SopZxYwAACApvC6z+ztt9+uQ4cO6Q9/+IO6det2XqMWlJWVaevWrVqwYIF7mdVqVXJysjZt2tSkY5w+fVrl5eWKioqqd31paalKS6tbOwsKCs653uYU3jFQQYFWlVU4daywVD2jQswuCQAAoMXzOsxu2LBBX3zxhRITE8/7zfPy8uRwOGS32z2W2+32eof/qs+DDz6ouLg4JScn17s+IyNDixYtOu9am5vFYlFMWLB+OnlGuYUlhFkAAIAm8LqbQc+ePWUYRnPU4rUlS5bojTfe0DvvvCObzVbvNgsWLFB+fr77cfjwYT9X2XR2Jk4AAADwitdhdvny5XrooYf0ww8/nPebR0dHKyAgwD3El0tOTo5iY2Mb3ffJJ5/UkiVL9Mknn2jYsGENbhccHOy+Uc0XN6w1JyZOAAAA8I7XYXbq1Klat26d+vTpo7CwMEVFRXk8vBEUFKThw4d73LzlupkrKSmpwf0ef/xxPfroo1qzZo1GjBjh7UdosVxhNoeJEwAAAJrE6z6zy5cv92kBaWlpSk1N1YgRIzRq1CgtX75cxcXFmjFjhiRp+vTp6t69uzIyMiRJS5cu1cKFC/Xaa68pPj5e2dnZkqTQ0FCFhob6tDZ/i3F1M6BlFgAAoEm8DrOpqak+LWDq1Kk6duyYFi5cqOzsbCUmJmrNmjXum8IOHTokq7W6Afn5559XWVmZfvnLX3ocJz09XY888ohPa/M3uhkAAAB4p0lhtqCgwN3X9GxDW51Ln9Q5c+Zozpw59a5bt26dx2tf9NVtqdwts3QzAAAAaJImhdnOnTvr6NGjiomJUWRkZL1jyxqGIYvFIoeDAf/PlT2cllkAAABvNCnMfvbZZ+6bu9auXdusBbVnMVWzgJ0oLlNZhVNBgec12zAAAECb16QwO27cuHqfw7c6h3RQhwCLyh2GjhWVqntkR7NLAgAAaNG8vgFMkk6dOqUtW7YoNzdXTqfTY9306dN9Ulh7VDkLmE0/nzqj3IISwiwAAMBZeB1m33//fd16660qKipSeHi4R/9Zi8VCmD1PXcOC9fOpM8phFjAAAICz8rpT5rx583THHXeoqKhIp06d0smTJ92PEydONEeN7YpreK5jhYxoAAAAcDZeh9mff/5Zc+fOVUhISHPU0+7ZmTgBAACgybwOsykpKfr666+boxaIKW0BAAC84XWf2WuuuUYPPPCAvvvuOw0dOlQdOnTwWD958mSfFdce0TILAADQdF6H2VmzZkmSFi9eXGcdkyacv66uiRO4AQwAAOCsvA6ztYfigm+5uhnkcgMYAADAWTHFVAvj6mZwvLhMFQ4uHAAAABrTpJbZZ555RnfeeadsNpueeeaZRredO3euTwprr6JCghRotajCaSivqEyxETazSwIAAGixmhRmn3rqKd16662y2Wx66qmnGtzOYrEQZs+T1WpRdGiwsgtKlFNQQpgFAABoRJPC7MGDB+t9juZhD68Ms4xoAAAA0Dj6zLZAXcNcw3NxExgAAEBjvB7NQJJ++uknvffeezp06JDKyso81i1btswnhbVnMeGuiRNomQUAAGiM12E2MzNTkydP1oUXXqi9e/dqyJAh+uGHH2QYhi655JLmqLHdsVe1zB6jZRYAAKBRXnczWLBggebPn69du3bJZrPprbfe0uHDhzVu3Dj96le/ao4a250YJk4AAABoEq/D7J49ezR9+nRJUmBgoM6cOaPQ0FAtXrxYS5cu9XmB7ZFr4oQcWmYBAAAa5XWY7dSpk7ufbLdu3ZSVleVel5eX57vK2jHXxAm0zAIAADTO6z6zY8aM0YYNGzRw4EBNnDhR8+bN065du/T2229rzJgxzVFju+Nqmc0rKpXDaSjAajG5IgAAgJbJ6zC7bNkyFRUVSZIWLVqkoqIirVq1Sv369WMkAx/pEhosq0VyGtLxolLFhDNxAgAAQH28CrMOh0M//fSThg0bJqmyy8HKlSubpbD2LKBqFrDcwlLlFhJmAQAAGuJVn9mAgACNHz9eJ0+ebK56UMU9ogE3gQEAADTI6xvAhgwZou+//745akENMVVjzTJxAgAAQMO8DrN//OMfNX/+fH3wwQc6evSoCgoKPB7wDTtjzQIAAJxVk/vMLl68WPPmzdPEiRMlSZMnT5bFUn2XvWEYslgscjgcvq+yHepa1TJLNwMAAICGNTnMLlq0SHfddZfWrl3bnPWginviBFpmAQAAGtTkMGsYhiRp3LhxzVYMqrkmTjhGyywAAECDvOozW7NbAZqXq2U2t5CWWQAAgIZ4Nc7sRRdddNZAe+LEifMqCJVcQ3MdKyyV02nIyixgAAAAdXgVZhctWqSIiIjmqgU1RIcGy2KRKpyGTpwuU3RosNklAQAAtDhehdmbb75ZMTExzVULaugQYFWXTkHKKypTbkEpYRYAAKAeTe4zS39Z/3NPnMBNYAAAAPVqcph1jWYA/3H3m2V4LgAAgHo1uZuB0+lszjpQj+oRDWiZBQAAqI/X09nCf1xjzTJxAgAAQP0Isy0YLbMAAACNI8y2YF3DaJkFAABoDGG2BbPXmDgBAAAAdRFmW7CYqj6zuYUljCYBAABQD8JsC9a1aqKEcoehk6fLTa4GAACg5SHMtmBBgVZFdQqSxE1gAAAA9SHMtnDuEQ24CQwAAKAO08PsihUrFB8fL5vNptGjR2vLli0Nbvvtt9/qxhtvVHx8vCwWi5YvX+6/Qk3StSrM5hTQMgsAAFCbqWF21apVSktLU3p6urZt26aEhASlpKQoNze33u1Pnz6tCy+8UEuWLFFsbKyfqzWH3X0TGC2zAAAAtZkaZpctW6ZZs2ZpxowZGjRokFauXKmQkBC9+OKL9W4/cuRIPfHEE7r55psVHBzs52rN4epmwPBcAAAAdZkWZsvKyrR161YlJydXF2O1Kjk5WZs2bfLZ+5SWlqqgoMDj0ZrE0M0AAACgQaaF2by8PDkcDtntdo/ldrtd2dnZPnufjIwMRUREuB89e/b02bH9gW4GAAAADTP9BrDmtmDBAuXn57sfhw8fNrskr8RUzQLG0FwAAAB1BZr1xtHR0QoICFBOTo7H8pycHJ/e3BUcHNyq+9fGhFW2zOYUlMowDFksFpMrAgAAaDlMa5kNCgrS8OHDlZmZ6V7mdDqVmZmppKQks8pqcVxDc5VVOFVwpsLkagAAAFoW01pmJSktLU2pqakaMWKERo0apeXLl6u4uFgzZsyQJE2fPl3du3dXRkaGpMqbxr777jv3859//lnbt29XaGio+vbta9rnaE62DgGK6NhB+WfKlVtYooiQDmaXBAAA0GKYGmanTp2qY8eOaeHChcrOzlZiYqLWrFnjvins0KFDslqrG4+PHDmiiy++2P36ySef1JNPPqlx48Zp3bp1/i7fb2LCgpV/plw5BaXqZw8zuxwAAIAWw9QwK0lz5szRnDlz6l1XO6DGx8fLMAw/VNWy2MNt2p9bxE1gAAAAtbT50QzaAtdYswzPBQAA4Ikw2wp0DWfiBAAAgPoQZlsBexgTJwAAANSHMNsKuCZOOFZAmAUAAKiJMNsKuKa0zeEGMAAAAA+E2VbAfQNY1SxgAAAAqESYbQVcU9qeKXeoqJRZwAAAAFwIs61Ax6AAhdkqhwTOod8sAACAG2G2lagea5Z+swAAAC6E2VbC1dXgGMNzAQAAuBFmWwk7EycAAADUQZhtJWKqhufKpc8sAACAG2G2lajuM0uYBQAAcCHMthKullm6GQAAAFQjzLYSrpZZbgADAACoRphtJehmAAAAUBdhtpVwdTMoKq1QMbOAAQAASCLMthqhwYHqFBQgidZZAAAAF8JsK1I9PBc3gQEAAEiE2VbF1W82h5ZZAAAASYTZVoWWWQAAAE+E2VaEEQ0AAAA8EWZbEXt4VZilZRatzNc/nNC1z36he9/4RnlFXIwBAHwn0OwC0HQxYVXdDGiZRStR4XDq2c8O6NnP9stpSLt/LtAX+/O0eMpgXTsszuzyAABtAC2zrYirm0HWsSK9v+OItv54Qj+fOqMKh9PkyoC6Dp84ral/2aynMyuD7KSEOA2IDdOJ4jLNee0bzX51m47TSgsAOE+0zLYiPTqHSJJyCkp1z+vfuJdbLZWttrERNsVF2tQtoqO6RVT9G2lTXERHdQ0LVoDVYlbpaGfe3f6zfv/ObhWWVigsOFB/vH6IpiR2V1mFU899tl8r1mXpn7uOavP3x/XH64bo6qHdzC4ZANBKWQzDMMwuwp8KCgoUERGh/Px8hYeHm12O1/5n84/acvCEsvNLdCT/jHIKSlTuOPspDLBaZA8LVrdIV9CtDLu9u4To0j7R6lg1IQNwPopKK7Tw3d16e9vPkqThvTtr+dRE9YwK8dhu10/5mv/mDu3LKZQkXTusmxZPGaKoTkF+rxkA0PJ4k9cIs62c02kor6hUR/NLdDT/jI6cKlF2QYmOnDpTuezUGeUUlsrhbPg0dwoK0PjBsZqcEKf/6BetDgH0PoH3th8+pbmvf6NDJ07LapHu+UU/3fOLvgps4PeptMKhZzMP6Pn1WXI4DUWHBumP1w3VhCGxfq4cANDSEGYb0dbCbFM4nIaOFZbqSP4ZHT1VGXpd4XfH4Xz9fOqMe9vOIR00cWg3TUnsrhG9O8tK1wSchcNpaOX6LD316b9V4TTUPbKjlt+cqJHxUU3af8fhU5r/5g7tzy2SJE1JjNMjkwarM620ANBuEWYb0R7DbGMMw9C2Q6f03vaf9c9dR5VXVOZeFxdh06SEOE1KiNPguHBZLARbeDpy6ozuX7VdXx48Iamyu8Cfrh+qiI4dvDpOSblDT2fu1/+3PktOQ+oaFqzHrh+qqwbZm6NsAEALR5htBGG2YRUOp/4v67je23FEH+/OVmFphXtdn66dNDmhuyYnxumC6E4mVomW4sNdR7Xg7V3KP1OukKAALZ4yRDde0v28Lnq+OXRS89/coaxjxZKkGy7urvRJgxUR4l04BgC0boTZRhBmm6ak3KF1+3L17vYjytybq7KK6uG/hvWI0OSqFlt71RS7aD9Ol1Vo0XvfadXXhyVJCT0i9PTNFyveRxc5JeUOPfXpv/XXL76X06gckm7JjUP1iwG00gJAe0GYbQRh1nsFJeX65NscvbfjiDYeyHPfTGaxSGMu6KLJiXG6ekisIkPo49jW7f45X3Nf/0bf5xXLYpF+M66P7r/qoma5aXDrjyf1wJs79H1eZSvtL4f30B+uHeR1FwYAQOtDmG0EYfb85BWV6sNdR/Xu9iPa+uNJ9/IOARaNu6irLu7VWfZwm2LCgt3/RoZ0oL9tK+d0Gnphw/d64uN9KncYig23adnUBF3aJ7pZ37ek3KE/f7JPL2w4KMOQYsNtWnLjUF3RP6ZZ3xcAYC7CbCMIs75z+MRpvb/ziN7bfkR7swsb3C4owKquYcGyhwcrJsxW+W9V0I0Jt7mXdyb0tkg5BSWa9787tOFAniRpwuBYZdww1K+jDXz9wwnNf3OHfjh+WpI0dURP/e7agQq30UoLAG0RYbYRhNnm8e+cQq3Zna0fj59WbmGJcgtKlVNYolOny5t8DFfodQXfziFBslotCrBYZLVIFotFAdbK51aLRdaq5wEWiywWi6wWiwKs8nhurXputUhWq2s7uZdZLBZZ5Dpe5b/1bVP9vNZr1TiOxz61jl213rVNzW2l6verud5ytveQRRZXzZLHe1Qe1VLjeXU9UnV9Z/Ppdzn67T926OTpctk6WJU+abBuHtnTlIuOM2UOPfHxPr30f5WttOG2QMVFdlRExw7uR3iN55WvA+usCw5kghAAaOkIs40gzPpXSblDxwpLlVtYqmOFJcopKFWu+99S5RaUKLewVCeKy85+MDQbi6U68Equ53LPLjeoW7iemXax+saEmldklS0HT+iBf+zQj1WttN4KDrR6BF5X0O0QYHFfzNS8EKp5AVF5AVXz4qP6gqryYkn1rq99gdLUiynXObHW2lcWz4sYq0Wey6yeF0o1L4xqX1BV/utZS1Mvqlzbq+oYNfdV7WOp6RdRAECYbQRhtmUqq3DqWFGpcgoqW3VzC0uUf7pcTkNyGkaNR2X/Tddzh9OQ4XpuVD53OI3q/ZzV6+RxLLn3q/naaOI2DqchQ3X3qVxW+brmv67jGKrvvTxfG6perlrL/P1ttVik//6PCzQ/pX+LatEsq3Bqb3aBTp0uV/6ZykdBSdW/Z2osO1Phsb59/deu5aod8OuEaKk6nNcK9u7wrVrB2Vo3cHv8xUK1wnm9x60b0C2yuI/tWW/183rfr9Z6a40LRotH/bWOXaduz308/vLT2HFU+zM2cJyGPtdZ6lWN9Q0dq/Z71by4qlmf61h1z1XdCzDXflKtGlW7hgae19rf2tC+Zzumx3mt+gz1LHddu9X5fatxTlA/b/JaoJ9qAhoVFGhV98iO6h7Z0exSWryaAdsjMMtwjzThCtWqCm+GXNtUH8O1jVG9UfV+VfuEBAW2yNEDggKtGtYj0qt9nE5DhaUV7rDrEXpLylXhrL74qe/Cyai6YHE4XT/zmtsacjpr7FdrvevCp+Y2UtMvpmr+W/PCpr79GrugchjVvwd1LqCc1evq+92qWcf5cn3uSlxhoH1rKJSrRviuGaJrXgDUufBQfWG/bgh3v28966p2l8Vdn2ddL84Y2eL+X02YBVoZi8WiAIsU4P5PDZrCarW4uxX0NLuYVq6+vyRUBub6ltXdVoY8gn51kK4bqGteeNUM2VL97+e+SHBW71f3IqD2X1bqvl99gd7jAqLG/h711lzu/otMzW1dFwbVx5Q863XVp9o/yxo/P/cFUq1j1a7fs56an93zczjrHL/+fSSj1s/A83xU/5xqXEDXvqhzL6//96fmsWpesLk/i2p/5hq/l3X2rSyg3v0bOG71z79WDap+L18yavw8aiz1/Rv5SIXDefaN/IwwCwDwivvP8lxQoR2qHYKdNYJ15fpaoV7VfykzVP++Nf8yVnub2setG65rbu8Z8huqq3aAr3OMWhcGNeuLCWt5kyURZgEAAJrIdTFX9crMUlDF99P2AAAAAH5CmAUAAECr1SLC7IoVKxQfHy+bzabRo0dry5YtjW7/5ptvasCAAbLZbBo6dKg+/PBDP1UKAACAlsT0MLtq1SqlpaUpPT1d27ZtU0JCglJSUpSbm1vv9v/3f/+nadOmaebMmfrmm2903XXX6brrrtPu3bv9XDkAAADMZvqkCaNHj9bIkSP13HPPSZKcTqd69uype+65Rw899FCd7adOnari4mJ98MEH7mVjxoxRYmKiVq5cedb3Y9IEAACAls2bvGZqy2xZWZm2bt2q5ORk9zKr1ark5GRt2rSp3n02bdrksb0kpaSkNLh9aWmpCgoKPB4AAABoG0wNs3l5eXI4HLLb7R7L7Xa7srOz690nOzvbq+0zMjIUERHhfvTsyXDpAAAAbUWbH2d2wYIFSktLc7/Oz89Xr169aKEFAABooVw5rSm9YU0Ns9HR0QoICFBOTo7H8pycHMXGxta7T2xsrFfbBwcHKzg42P3a9cOhhRYAAKBlKywsVERERKPbmBpmg4KCNHz4cGVmZuq6666TVHkDWGZmpubMmVPvPklJScrMzNR9993nXvbpp58qKSmpSe8ZFxenw4cPKywsTBZL88/cUVBQoJ49e+rw4cPccGYizoP5OAfm4xyYj3NgPs5By3C282AYhgoLCxUXF3fWY5nezSAtLU2pqakaMWKERo0apeXLl6u4uFgzZsyQJE2fPl3du3dXRkaGJOnee+/VuHHj9Oc//1nXXHON3njjDX399df6y1/+0qT3s1qt6tGjR7N9noaEh4fzpWkBOA/m4xyYj3NgPs6B+TgHLUNj5+FsLbIupofZqVOn6tixY1q4cKGys7OVmJioNWvWuG/yOnTokKzW6vvULr30Ur322mv6/e9/r4cfflj9+vXT6tWrNWTIELM+AgAAAExi+jizbR3j2rYMnAfzcQ7MxzkwH+fAfJyDlsGX58H0GcDauuDgYKWnp3vchAb/4zyYj3NgPs6B+TgH5uMctAy+PA+0zAIAAKDVomUWAAAArRZhFgAAAK0WYRYAAACtFmEWAAAArRZhtpmtWLFC8fHxstlsGj16tLZs2WJ2Se3GI488IovF4vEYMGCA2WW1eZ9//rkmTZqkuLg4WSwWrV692mO9YRhauHChunXrpo4dOyo5OVn79+83p9g26mzn4Pbbb6/z3ZgwYYI5xbZBGRkZGjlypMLCwhQTE6PrrrtO+/bt89impKREs2fPVpcuXRQaGqobb7yxzlTtOD9NOQ9XXHFFne/CXXfdZVLFbc/zzz+vYcOGuSdGSEpK0kcffeRe76vvAWG2Ga1atUppaWlKT0/Xtm3blJCQoJSUFOXm5ppdWrsxePBgHT161P3YsGGD2SW1ecXFxUpISNCKFSvqXf/444/rmWee0cqVK/Xll1+qU6dOSklJUUlJiZ8rbbvOdg4kacKECR7fjddff92PFbZt69ev1+zZs7V582Z9+umnKi8v1/jx41VcXOze5v7779f777+vN998U+vXr9eRI0d0ww03mFh129OU8yBJs2bN8vguPP744yZV3Pb06NFDS5Ys0datW/X111/rF7/4haZMmaJvv/1Wkg+/BwaazahRo4zZs2e7XzscDiMuLs7IyMgwsar2Iz093UhISDC7jHZNkvHOO++4XzudTiM2NtZ44okn3MtOnTplBAcHG6+//roJFbZ9tc+BYRhGamqqMWXKFFPqaY9yc3MNScb69esNw6j8ne/QoYPx5ptvurfZs2ePIcnYtGmTWWW2ebXPg2EYxrhx44x7773XvKLaoc6dOxsvvPCCT78HtMw2k7KyMm3dulXJycnuZVarVcnJydq0aZOJlbUv+/fvV1xcnC688ELdeuutOnTokNkltWsHDx5Udna2x/ciIiJCo0eP5nvhZ+vWrVNMTIz69++v3/zmNzp+/LjZJbVZ+fn5kqSoqChJ0tatW1VeXu7xPRgwYIB69erF96AZ1T4PLq+++qqio6M1ZMgQLViwQKdPnzajvDbP4XDojTfeUHFxsZKSknz6PQj0dbGolJeXJ4fDIbvd7rHcbrdr7969JlXVvowePVp///vf1b9/fx09elSLFi3SZZddpt27dyssLMzs8tql7OxsSar3e+Fah+Y3YcIE3XDDDbrggguUlZWlhx9+WFdffbU2bdqkgIAAs8trU5xOp+677z6NHTtWQ4YMkVT5PQgKClJkZKTHtnwPmk9950GSbrnlFvXu3VtxcXHauXOnHnzwQe3bt09vv/22idW2Lbt27VJSUpJKSkoUGhqqd955R4MGDdL27dt99j0gzKLNuvrqq93Phw0bptGjR6t379763//9X82cOdPEygBz3Xzzze7nQ4cO1bBhw9SnTx+tW7dOV155pYmVtT2zZ8/W7t276a9vsobOw5133ul+PnToUHXr1k1XXnmlsrKy1KdPH3+X2Sb1799f27dvV35+vv7xj38oNTVV69ev9+l70M2gmURHRysgIKDOXXk5OTmKjY01qar2LTIyUhdddJEOHDhgdintlut3n+9Fy3LhhRcqOjqa74aPzZkzRx988IHWrl2rHj16uJfHxsaqrKxMp06d8tie70HzaOg81Gf06NGSxHfBh4KCgtS3b18NHz5cGRkZSkhI0NNPP+3T7wFhtpkEBQVp+PDhyszMdC9zOp3KzMxUUlKSiZW1X0VFRcrKylK3bt3MLqXduuCCCxQbG+vxvSgoKNCXX37J98JEP/30k44fP853w0cMw9CcOXP0zjvv6LPPPtMFF1zgsX748OHq0KGDx/dg3759OnToEN8DHzrbeajP9u3bJYnvQjNyOp0qLS316feAbgbNKC0tTampqRoxYoRGjRql5cuXq7i4WDNmzDC7tHZh/vz5mjRpknr37q0jR44oPT1dAQEBmjZtmtmltWlFRUUerRoHDx7U9u3bFRUVpV69eum+++7TH//4R/Xr108XXHCB/vCHPyguLk7XXXedeUW3MY2dg6ioKC1atEg33nijYmNjlZWVpd/+9rfq27evUlJSTKy67Zg9e7Zee+01vfvuuwoLC3P3/4uIiFDHjh0VERGhmTNnKi0tTVFRUQoPD9c999yjpKQkjRkzxuTq246znYesrCy99tprmjhxorp06aKdO3fq/vvv1+WXX65hw4aZXH3bsGDBAl199dXq1auXCgsL9dprr2ndunX6+OOPffs98O2AC6jt2WefNXr16mUEBQUZo0aNMjZv3mx2Se3G1KlTjW7duhlBQUFG9+7djalTpxoHDhwwu6w2b+3atYakOo/U1FTDMCqH5/rDH/5g2O12Izg42LjyyiuNffv2mVt0G9PYOTh9+rQxfvx4o2vXrkaHDh2M3r17G7NmzTKys7PNLrvNqO9nL8l46aWX3NucOXPGuPvuu43OnTsbISEhxvXXX28cPXrUvKLboLOdh0OHDhmXX365ERUVZQQHBxt9+/Y1HnjgASM/P9/cwtuQO+64w+jdu7cRFBRkdO3a1bjyyiuNTz75xL3eV98Di2EYxvkmbwAAAMAM9JkFAABAq0WYBQAAQKtFmAUAAECrRZgFAABAq0WYBQAAQKtFmAUAAECrRZgFAABAq0WYBdBu/fDDD7JYLO4pLFuCvXv3asyYMbLZbEpMTPTb+8bHx2v58uVN3n7dunWyWCx15lUHAH8jzAIwze233y6LxaIlS5Z4LF+9erUsFotJVZkrPT1dnTp10r59+zzmLHexWCyNPh555JFzet+vvvpKd955Z5O3v/TSS3X06FFFRESc0/t5469//asSEhIUGhqqyMhIXXzxxcrIyHCvv/3225kOGWjHAs0uAED7ZrPZtHTpUv36179W586dzS7HJ8rKyhQUFHRO+2ZlZemaa65R7969611/9OhR9/NVq1Zp4cKF2rdvn3tZaGio+7lhGHI4HAoMPPt/6rt27epVnUFBQYqNjfVqn3Px4osv6r777tMzzzyjcePGqbS0VDt37tTu3bub/b0BtA60zAIwVXJysmJjYz1a2mp75JFH6vzJffny5YqPj3e/drXOPfbYY7Lb7YqMjNTixYtVUVGhBx54QFFRUerRo4deeumlOsffu3evLr30UtlsNg0ZMkTr16/3WL97925dffXVCg0Nld1u12233aa8vDz3+iuuuEJz5szRfffdp+joaKWkpNT7OZxOpxYvXqwePXooODhYiYmJWrNmjXu9xWLR1q1btXjx4gZbWWNjY92PiIgIWSwW9+u9e/cqLCxMH330kYYPH67g4GBt2LBBWVlZmjJliux2u0JDQzVy5Ej961//8jhu7W4GFotFL7zwgq6//nqFhISoX79+eu+999zra3cz+Pvf/67IyEh9/PHHGjhwoEJDQzVhwgSP8F1RUaG5c+cqMjJSXbp00YMPPqjU1NRGW1Xfe+893XTTTZo5c6b69u2rwYMHa9q0afrTn/4kqfJ34+WXX9a7777rbp1et26dJOnw4cO66aabFBkZqaioKE2ZMkU//PCD+9iu35lFixapa9euCg8P11133aWysrIG6wHQ8hBmAZgqICBAjz32mJ599ln99NNP53Wszz77TEeOHNHnn3+uZcuWKT09Xddee606d+6sL7/8UnfddZd+/etf13mfBx54QPPmzdM333yjpKQkTZo0ScePH5cknTp1Sr/4xS908cUX6+uvv9aaNWuUk5Ojm266yeMYL7/8soKCgrRx40atXLmy3vqefvpp/fnPf9aTTz6pnTt3KiUlRZMnT9b+/fslVba6Dh48WPPmzdPRo0c1f/78c/o5PPTQQ1qyZIn27NmjYcOGqaioSBMnTlRmZqa++eYbTZgwQZMmTdKhQ4caPc6iRYt00003aefOnZo4caJuvfVWnThxosHtT58+rSeffFKvvPKKPv/8cx06dMjjMyxdulSvvvqqXnrpJW3cuFEFBQVavXp1ozXExsZq8+bN+vHHH+tdP3/+fN10003u4Hz06FFdeumlKi8vV0pKisLCwvTFF19o48aN7oBdM6xmZmZqz549WrdunV5//XW9/fbbWrRoUaM1AWhhDAAwSWpqqjFlyhTDMAxjzJgxxh133GEYhmG88847Rs3/PKWnpxsJCQke+z711FNG7969PY7Vu3dvw+FwuJf179/fuOyyy9yvKyoqjE6dOhmvv/66YRiGcfDgQUOSsWTJEvc25eXlRo8ePYylS5cahmEYjz76qDF+/HiP9z58+LAhydi3b59hGIYxbtw44+KLLz7r542LizP+9Kc/eSwbOXKkcffdd7tfJyQkGOnp6Wc9lmEYxksvvWRERES4X69du9aQZKxevfqs+w4ePNh49tln3a979+5tPPXUU+7Xkozf//737tdFRUWGJOOjjz7yeK+TJ0+6a5FkHDhwwL3PihUrDLvd7n5tt9uNJ554wv26oqLC6NWrl/t3oD5HjhwxxowZY0gyLrroIiM1NdVYtWqVx3mu+Xvk8sorrxj9+/c3nE6ne1lpaanRsWNH4+OPP3bvFxUVZRQXF7u3ef75543Q0FCP4wNo2WiZBdAiLF26VC+//LL27NlzzscYPHiwrNbq/6zZ7XYNHTrU/TogIEBdunRRbm6ux35JSUnu54GBgRoxYoS7jh07dmjt2rUKDQ11PwYMGCCpsn+ry/DhwxutraCgQEeOHNHYsWM9lo8dO/a8PnN9RowY4fG6qKhI8+fP18CBAxUZGanQ0FDt2bPnrC2zw4YNcz/v1KmTwsPD6/zsagoJCVGfPn3cr7t16+bePj8/Xzk5ORo1apR7fUBAwFl/bt26ddOmTZu0a9cu3XvvvaqoqFBqaqomTJggp9PZ4H47duzQgQMHFBYW5j5vUVFRKikp8ThvCQkJCgkJcb9OSkpSUVGRDh8+3GhdAFoObgAD0CJcfvnlSklJ0YIFC3T77bd7rLNarTIMw2NZeXl5nWN06NDB47XFYql3WWMhqLaioiJNmjRJS5curbOuW7du7uedOnVq8jGbW+1a5s+fr08//VRPPvmk+vbtq44dO+qXv/zlWfuGevuzq2/72uftXA0ZMkRDhgzR3XffrbvuukuXXXaZ1q9fr//8z/+sd/uioiINHz5cr776ap113t7sBqBlo2UWQIuxZMkSvf/++9q0aZPH8q5duyo7O9sjGPlybNjNmze7n1dUVGjr1q0aOHCgJOmSSy7Rt99+q/j4ePXt29fj4U2ADQ8PV1xcnDZu3OixfOPGjRo0aJBvPkgDNm7cqNtvv13XX3+9hg4dqtjYWI8bofwhIiJCdrtdX331lXuZw+HQtm3bvD6W6+dVXFwsqXJkBYfD4bHNJZdcov379ysmJqbOeas5nNiOHTt05swZ9+vNmzcrNDRUPXv29LouAOYgzAJoMYYOHapbb71VzzzzjMfyK664QseOHdPjjz+urKwsrVixQh999JHP3nfFihV65513tHfvXs2ePVsnT57UHXfcIUmaPXu2Tpw4oWnTpumrr75SVlaWPv74Y82YMaNOgDqbBx54QEuXLtWqVau0b98+PfTQQ9q+fbvuvfden32W+vTr109vv/22tm/frh07duiWW27xqnXaV+655x5lZGTo3Xff1b59+3Tvvffq5MmTjY4p/Jvf/EaPPvqoNm7cqB9//FGbN2/W9OnT1bVrV3f3kPj4eO3cuVP79u1TXl6eysvLdeuttyo6OlpTpkzRF198oYMHD2rdunWaO3euxw2AZWVlmjlzpr777jt9+OGHSk9P15w5czy6qwBo2fi2AmhRFi9eXCdoDRw4UP/v//0/rVixQgkJCdqyZcs53+lfnyVLlmjJkiVKSEjQhg0b9N577yk6OlqS3K2pDodD48eP19ChQ3XfffcpMjLS68Azd+5cpaWlad68eRo6dKjWrFmj9957T/369fPZZ6nPsmXL1LlzZ1166aWaNGmSUlJSdMkllzTre9bnwQcf1LRp0zR9+nQlJSUpNDRUKSkpstlsDe6TnJyszZs361e/+pUuuugi3XjjjbLZbMrMzFSXLl0kSbNmzVL//v01YsQIde3aVRs3blRISIg+//xz9erVSzfccIMGDhyomTNnqqSkROHh4e7jX3nllerXr58uv/xyTZ06VZMnTz7niScAmMNi+KpDEwAAXnA6nRo4cKBuuukmPfroo35//9tvv12nTp066/BgAFo2bgADAPjFjz/+qE8++cQ9k9dzzz2ngwcP6pZbbjG7NACtGN0MAAB+YbVa9fe//10jR47U2LFjtWvXLv3rX/9y32wHAOeCbgYAAABotWiZBQAAQKtFmAUAAECrRZgFAABAq0WYBQAAQKtFmAUAAECrRZgFAABAq0WYBQAAQKtFmAUAAECrRZgFAABAq/X/AwgYnITTxj4kAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } ], - "outputs": [], - "execution_count": 30 + "source": [ + "plt.figure(figsize=(8, 3))\n", + "plt.plot(trainer.get_hist_metric(metric='loss'))\n", + "plt.xlabel('Number of Training Step')\n", + "plt.ylabel('Training Loss')\n", + "plt.show()" + ] }, { "cell_type": "markdown", - "id": "4276d8d9", + "id": "05125733", "metadata": {}, "source": [ - "We try to use this simple task to classify a random spiking data into two classes." + "Finally, let's try the trained network, and test whether it can generate the correct integration results." ] }, { "cell_type": "code", - "id": "598a5305", + "execution_count": 25, + "id": "c594fd12", "metadata": { "ExecuteTime": { - "end_time": "2025-10-06T03:24:50.954235Z", - "start_time": "2025-10-06T03:24:50.237375Z" + "end_time": "2025-10-06T03:24:49.232130Z", + "start_time": "2025-10-06T03:24:49.010762Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:31:45.146806Z", + "iopub.status.busy": "2026-07-08T14:31:45.146662Z", + "iopub.status.idle": "2026-07-08T14:31:45.289939Z", + "shell.execute_reply": "2026-07-08T14:31:45.289099Z" } }, - "source": [ - "num_step = 100\n", - "num_sample = 256\n", - "freq = 10 # Hz\n", - "mask = bm.random.rand(num_step, num_sample, num_in)\n", + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "0f14edc66eb546e59d23a7e19774b007", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/25 [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(8, 2))\n", + "plt.plot(bm.as_numpy(y[0]).flatten(), label='Ground Truth')\n", + "plt.plot(bm.as_numpy(predicts[0]).flatten(), label='Prediction')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "3b29accf", + "metadata": {}, + "source": [ + "## Training a spiking neural network" + ] + }, + { + "cell_type": "markdown", + "id": "ec94ad31", + "metadata": {}, + "source": [ + "BrainPy also supports to train spiking neural networks.\n", + "\n", + "In the following, we demonstrate how to use back-propagation algorithms to train spiking neurons with a simple example." + ] + }, + { + "cell_type": "markdown", + "id": "86892484", + "metadata": {}, + "source": [ + "Our model is a simple three layer model:\n", + "\n", + "- an input layer\n", + "- a LIF layer\n", + "- a readout layer\n", + "\n", + "The synaptic connection between each layer is the Exponenetial synapse model." + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "a46d325952432921", + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:24:49.342253Z", + "start_time": "2025-10-06T03:24:49.336176Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:31:45.364227Z", + "iopub.status.busy": "2026-07-08T14:31:45.364090Z", + "iopub.status.idle": "2026-07-08T14:31:45.366934Z", + "shell.execute_reply": "2026-07-08T14:31:45.366081Z" + } + }, + "outputs": [], + "source": [ + "bm.set_dt(1.)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "8abcce5f", + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:24:49.394035Z", + "start_time": "2025-10-06T03:24:49.388255Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:31:45.368276Z", + "iopub.status.busy": "2026-07-08T14:31:45.368143Z", + "iopub.status.idle": "2026-07-08T14:31:45.371376Z", + "shell.execute_reply": "2026-07-08T14:31:45.370668Z" + } + }, + "outputs": [], + "source": [ + "class SNN(bp.DynamicalSystem):\n", + " def __init__(self, num_in, num_rec, num_out):\n", + " super().__init__()\n", + "\n", + " # parameters\n", + " self.num_in = num_in\n", + " self.num_rec = num_rec\n", + " self.num_out = num_out\n", + "\n", + " # neuron groups\n", + " self.r = bp.dyn.Lif(num_rec, tau=10., V_reset=0., V_rest=0., V_th=1.)\n", + " self.o = bp.dyn.Integrator(num_out, tau=5.)\n", + "\n", + " # synapse: i->r\n", + " self.i2r = bp.Sequential(\n", + " comm=bp.dnn.Linear(num_in, num_rec, W_initializer=bp.init.KaimingNormal(scale=20.)),\n", + " syn=bp.dyn.Expon(num_rec, tau=10.),\n", + " )\n", + "\n", + " # synapse: r->o\n", + " self.r2o = bp.Sequential(\n", + " comm=bp.dnn.Linear(num_rec, num_out, W_initializer=bp.init.KaimingNormal(scale=20.)),\n", + " syn=bp.dyn.Expon(num_out, tau=10.),\n", + " )\n", + "\n", + " def update(self, spike):\n", + " return spike >> self.i2r >> self.r >> self.r2o >> self.o" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "4adc791ee70c493", + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:24:49.419425Z", + "start_time": "2025-10-06T03:24:49.416411Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:31:45.372750Z", + "iopub.status.busy": "2026-07-08T14:31:45.372620Z", + "iopub.status.idle": "2026-07-08T14:31:45.374951Z", + "shell.execute_reply": "2026-07-08T14:31:45.374328Z" + } + }, + "outputs": [], + "source": [ + "num_in = 100\n", + "num_rec = 10" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "ca396c44", + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:24:50.230043Z", + "start_time": "2025-10-06T03:24:49.461705Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:31:45.376594Z", + "iopub.status.busy": "2026-07-08T14:31:45.376466Z", + "iopub.status.idle": "2026-07-08T14:31:46.030494Z", + "shell.execute_reply": "2026-07-08T14:31:46.029525Z" + } + }, + "outputs": [], + "source": [ + "with bm.training_environment():\n", + " net = SNN(num_in, num_rec, 2) # out task is a two label classification task" + ] + }, + { + "cell_type": "markdown", + "id": "4276d8d9", + "metadata": {}, + "source": [ + "We try to use this simple task to classify a random spiking data into two classes." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "598a5305", + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:24:50.954235Z", + "start_time": "2025-10-06T03:24:50.237375Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:31:46.032551Z", + "iopub.status.busy": "2026-07-08T14:31:46.032408Z", + "iopub.status.idle": "2026-07-08T14:31:46.736173Z", + "shell.execute_reply": "2026-07-08T14:31:46.735267Z" + } + }, + "outputs": [], + "source": [ + "num_step = 100\n", + "num_sample = 256\n", + "freq = 10 # Hz\n", + "mask = bm.random.rand(num_step, num_sample, num_in)\n", "x_data = bm.zeros((num_step, num_sample, num_in))\n", "x_data[mask < freq * bm.get_dt() / 1000.] = 1.0\n", "y_data = bm.asarray(bm.random.rand(num_sample) < 0.5, dtype=bm.float_)\n", "indices = bm.arange(num_step)" - ], - "outputs": [], - "execution_count": 31 + ] }, { "cell_type": "markdown", @@ -1331,13 +1636,21 @@ }, { "cell_type": "code", + "execution_count": 32, "id": "f98dd616", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:24:50.963694Z", "start_time": "2025-10-06T03:24:50.956262Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:31:46.739012Z", + "iopub.status.busy": "2026-07-08T14:31:46.738855Z", + "iopub.status.idle": "2026-07-08T14:31:46.742613Z", + "shell.execute_reply": "2026-07-08T14:31:46.741691Z" } }, + "outputs": [], "source": [ "class Trainer:\n", " def __init__(self, net, opt):\n", @@ -1356,153 +1669,217 @@ " grads, loss = self.f_grad()\n", " self.opt.update(grads)\n", " return loss" - ], - "outputs": [], - "execution_count": 32 + ] }, { "cell_type": "code", + "execution_count": 33, "id": "bc31007e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:25:02.209497Z", "start_time": "2025-10-06T03:24:50.996077Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:31:46.744148Z", + "iopub.status.busy": "2026-07-08T14:31:46.744014Z", + "iopub.status.idle": "2026-07-08T14:31:55.941830Z", + "shell.execute_reply": "2026-07-08T14:31:55.940796Z" } }, - "source": [ - "trainer = Trainer(net=net, opt=bp.optim.Adam(lr=4e-3))\n", - "for i in range(1000):\n", - " l = trainer.f_train()\n", - " if (i + 1) % 100 == 0:\n", - " print(f'Train {i + 1} steps, loss {l}')" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Train 100 steps, loss 0.5695487842565937\n", - "Train 200 steps, loss 0.3587859591475745\n", - "Train 300 steps, loss 0.25472953093765993\n", - "Train 400 steps, loss 0.17916637832751206\n", - "Train 500 steps, loss 0.13153954348807992\n", - "Train 600 steps, loss 0.10446392929010859\n", - "Train 700 steps, loss 0.08519861963025842\n", - "Train 800 steps, loss 0.05897088855100058\n", - "Train 900 steps, loss 0.045521742857781\n", - "Train 1000 steps, loss 0.03488914109026672\n" + "Train 100 steps, loss 0.42693201811636455\n" ] - } - ], - "execution_count": 33 - }, - { - "cell_type": "markdown", - "id": "e3d1b7c9", - "metadata": {}, - "source": [ - "Let's visualize the trained spiking neurons." - ] - }, - { - "cell_type": "code", - "id": "086eda50", - "metadata": { - "ExecuteTime": { - "end_time": "2025-10-06T03:25:02.266180Z", - "start_time": "2025-10-06T03:25:02.262270Z" - } - }, - "source": [ - "import numpy as np\n", - "from matplotlib.gridspec import GridSpec\n", - "\n", - "def plot_voltage_traces(mem, spk=None, dim=(3, 5), spike_height=5):\n", - " plt.figure(figsize=(15, 8))\n", - " gs = GridSpec(*dim)\n", - " mem = 1. * mem\n", - " if spk is not None:\n", - " mem[spk > 0.0] = spike_height\n", - " mem = bm.as_numpy(mem)\n", - " for i in range(np.prod(dim)):\n", - " if i == 0:\n", - " a0 = ax = plt.subplot(gs[i])\n", - " else:\n", - " ax = plt.subplot(gs[i], sharey=a0)\n", - " ax.plot(mem[:, i])\n", - " plt.tight_layout()\n", - " plt.show()" - ], - "outputs": [], - "execution_count": 34 - }, - { - "cell_type": "code", - "id": "9785d08c", - "metadata": { - "ExecuteTime": { - "end_time": "2025-10-06T03:25:03.144826Z", - "start_time": "2025-10-06T03:25:02.274007Z" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 200 steps, loss 0.22994354071407147\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 300 steps, loss 0.11546691706257135\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 400 steps, loss 0.06466503369992412\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 500 steps, loss 0.034421270249474493\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 600 steps, loss 0.022995966510894188\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 700 steps, loss 0.015640055664577247\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 800 steps, loss 0.011995669876267299\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 900 steps, loss 0.008234155585232392\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 1000 steps, loss 0.006322437437899991\n" + ] + } + ], + "source": [ + "trainer = Trainer(net=net, opt=bp.optim.Adam(lr=4e-3))\n", + "for i in range(1000):\n", + " l = trainer.f_train()\n", + " if (i + 1) % 100 == 0:\n", + " print(f'Train {i + 1} steps, loss {l}')" + ] + }, + { + "cell_type": "markdown", + "id": "e3d1b7c9", + "metadata": {}, + "source": [ + "Let's visualize the trained spiking neurons." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "086eda50", + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:25:02.266180Z", + "start_time": "2025-10-06T03:25:02.262270Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:31:55.943555Z", + "iopub.status.busy": "2026-07-08T14:31:55.943403Z", + "iopub.status.idle": "2026-07-08T14:31:55.947033Z", + "shell.execute_reply": "2026-07-08T14:31:55.946221Z" } }, + "outputs": [], "source": [ - "runner = bp.DSRunner(\n", - " net, data_first_axis='T',\n", - " monitors={'r.spike': net.r.spike, 'r.membrane': net.r.V},\n", - ")\n", - "out = runner.run(inputs=x_data, reset_state=True)\n", - "plot_voltage_traces(runner.mon.get('r.membrane'), runner.mon.get('r.spike'))" - ], + "import numpy as np\n", + "from matplotlib.gridspec import GridSpec\n", + "\n", + "def plot_voltage_traces(mem, spk=None, dim=(3, 5), spike_height=5):\n", + " plt.figure(figsize=(15, 8))\n", + " gs = GridSpec(*dim)\n", + " mem = 1. * mem\n", + " if spk is not None:\n", + " mem[spk > 0.0] = spike_height\n", + " mem = bm.as_numpy(mem)\n", + " for i in range(np.prod(dim)):\n", + " if i == 0:\n", + " a0 = ax = plt.subplot(gs[i])\n", + " else:\n", + " ax = plt.subplot(gs[i], sharey=a0)\n", + " ax.plot(mem[:, i])\n", + " plt.tight_layout()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "9785d08c", + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:25:03.144826Z", + "start_time": "2025-10-06T03:25:02.274007Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:31:55.948728Z", + "iopub.status.busy": "2026-07-08T14:31:55.948581Z", + "iopub.status.idle": "2026-07-08T14:31:56.753591Z", + "shell.execute_reply": "2026-07-08T14:31:56.752447Z" + } + }, "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/100 [00:00" - ], - "image/png": 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2qbrrUypUI6uqco8X25+2GXEuOh4AqCaufiaFR3dN0z8P+rxj72dttJX7cwQqtqhvZJxA59vUpA71fjrbe3+j77Blilt/v4Xsfm+UQpF1n03duCT7EOi7k5pUzLLZ6H0TTh/UwHNf0Zhnfq43rplxox73TNsxoP+8yrtGf9/u/+757DPAxrEVxihz/FaCppxKjw11JMnW5EW3jff+F3qfiu1TK/qpnGtWdW22o3PR2F2xcanR//W/X75N7Bp9DN0fG0czfVxO2A2I1KafC9nNHw3EZo7PFJSqZ34d3L9nHOAYejYTNotV5gzzHY4Yi2MxaK3PNXTuqqU5pf9cZn6IzD/+eEg/RVkuveaE9VHp+NfMfew7Wih3HlV6EqT5tZbKbq/vDfo+KYJuFdB644M/3wI2drBjSn/Sr9JjZC3CpTvtT++LrqdtGjNOVXqslYruc/t+qCLIV6AfaEV7k9nx2X52tN6w93WlL63y1ht8PKX9/PFT1lZ8oJrl5JaCDI7dB/ruGn3uybEBbb9m7LouVomjaL0+eh+zrk0K9NMEf72iVAulxxt/HnLiKF0p4t8/ks+du4jrN4SjiN/8+SIG+2zbdV3f2jW21gv3CdfHZuwe8d7NOM3mK9UzrvPrM59v68b6/tzC96c5rVYKMHMRje+aKxX2/Sx6vkNVd8cTs+3zUYlA78HCC64AfnOvtyi3D5L+GSGOKYBvNkT6xh7MZdcXWzSMmbynTPB8m75rcwisFT4PmizWJe2iIMJZTrA+YUr7JjKgAMCCEehEplNAWkX2qXWAT9uae4tdlx/Q2oBbIRM04I3/jGSlS19Fd9xMJAL9ZoYJvCLjmSEbRhDZo841cRExhoShRaB/bcohx92x3yxM2HFXGaMIbWOf7YUMF9sA0LYtmkIT6L6Fi7ILYvuacI5jgt62DRaylhxn448XYEOfc8G2GUWg1/3z3cahk9NpAXj8QGQUkdsLQ8JshkAHV52voEAfk3BfRJ6zhO1ADQg6+jBFNOHGoFq44hHosfmq8uaUqOBEH0+2tK3dxopR3LlsFwu/BLbIp3lR0XfeOMQyALOgr2FJi9Z8pwOJZb+8PLLop/19Qj96zXrJ3kSW7v6x6b7i12Dmcn3OBSdTKPbw1heHel3WslPaz44IDvt81HoY99cpPHZaePsTJKvekyMsmySIaFm+JrexkT7n1PVgczxiilXiqKmCk+PyXhM2Cz+hC9i5LVhTsdjJEKCecDI2d54E0Di4y/htSJhKCJLqSprt/QR9HRH5mnPRnITIWpz2G/HeY3GuT4ITuc3nAJOANslK/TMSj5v5j5LDUgEk2mppbqb3Y7mzuuc7pM9QzLYvREgEeg/8AEpJaYiDdQcKo1jxAi/n/BtXoE8gtc2iIQxK/Cxl/Fzjs93uABwPgviDqUYoDYJzmAXOFgZ4Q9RMUaCzgLbH+oCrxeuWyHE98EX2sep0UtPUzk//mIAdgCvFzzX+fdD3TEGsSAr0mxpDY0ztPYNqQsIpeq6Ji4gxhEofye4q0L0A0ig61hujCC2vPFG2QoSjYqqP2nv/fEFM1itEoJu5jO3fp1qrIySAP647KvcRwZjcUAJ6FIwC/eQE9TcDlFQA3SuU9NX3UXtMFOhjkm19CsqEzcN+H+PHDUuGrqZAtwnf/uNQbD4k0DBzolk8h4SD+UkLv6RA3wkqMz/SGk8rthVXbLsKdJ5YJnGTT0C5yWt3fIgJsyyBvlwV2QhSoIdj5cK/ZpMMYjGFlyyoI2SKrzBcaAtJlQnUWvxj1w76XCyuIgLdX2/w59eQH95blUx1PkaBTuKdcQp0b8yeGhscE1X2KnHUmHW7PUELkFVhquA7VTD3ARf8SG8eiirQPRENvV7x+WwHwpgNoU+9vE0YTmaoCrpy17Uu9+Ur0PsTrma9K2KJ/37luo9YwtdPsMpIbGOV667yPKZAp/0qXeEUO5fh8EAVVMrke0MF+u4q+RKB3oOFH1xtMNNmBizZP6mRuqXekGp6SB3ad32+XQEwjoi35Nbyax9TAsTtEVZRkW/KNiIKCqamEOgOOR4n0GPbDFm4kGK90qVW5j2zQa1u/GA+DJ6bKQQ6fc9avZ5laeF3M2MoSDdkw4TS+lXPFWyrWmBEqW/ftTnkuEfAG4Uh22adcYYT6LxChKNaMAI80kTU/N/MYZnzO//M6NiN9zfXAsb9m12Y9xMFMUxaxK2LFay1EnYAvihrycJFE+hqM+Eo9z2PBezLMEYplCxcdge5ggDClPyOIdB5bF+5CvQY8U2o/Th+QHBiq5sak9hMFi5Hi9qbX2n+5wlrMy9S9ScLvYkEtkIorepm5wjm7ohNC93fMXsXH6RAr5H3vh8/Ub5wtiEFeuOcq1KKRH/BmEk9mADgUDdc9RXo/DkzBLqvLncsXOIKdFVzAn15kzsJN/kxhNo/56oWLkccU6wSR02q2OTv74jtahI2CxqjJMI1jc8ROf1j2nDtwI/n//+4wx/7d4Ex1oBBEmOA+zLjPEKrMOkRzhx+5dUQYmtQ5Y/ZEZFBcI7WnUeda6VkLs1tkWSuTQiESYM+BXqWLFyODv4CiatUsGYJuk/oxohmY+GyplKTMGUCtYS1DJrmTVGgj/Fbd7bp+VyVU260uoXLVhToK5S6OR7oPQt8TnZbctxVmTvbewp0FbGjCC1cQhXINAJdn8MQ6EmBfjNjjAc6PNXWuueClMGE7iNWrhgcTylLlvgq8xEKdD4urfPeHALdS+Ka17mC3BszY6pwo0A3c1l3fa0QJryqvHkudhy//8ViIIiJYbIP5zqgyqC0ADxW4AE0qcMpgSs3pUDfkIXLoAd6snDZCToRR2gTsQxqhNrLbOso0F0Cney4hjzQwaw/+o7tJmHjyvNk4bJb+CpEWifUsAkM3wOdE98NCr0ffY+aCGfn8OduX9kOWJJkqCTf7C9y56f7flyFNYmTeHxfmffqKtAVgJaGX299sWjsGvDAI9BN8sFUYUhUubaMCyxc7DPQpwCVrSXQZbPcwoXWHmMU6EE8JRtgSgJ0BbvObWCVOMqIneraJPB6wftgpQq+UwUzHzEC3fBQfkLXsXCJe6C7CvSTca8opaI9DreNMVXQoQK9v/8fX6P5iQDjIoFI3KLceWIIdk7hMbVP1ofvK6juoikk5oEOUqC7Qq9uP+KzNG8gWuf4/v8BsEq+RKAfGXzzfDVCKT0GzoJA9U+EFJxvTIE+hUAf0TRvlAf6QKNRc/wxCnTHX3h1Bfp2m4iOv656lAK9DbapjQd6fxPRys/YcQW6T6BTMA1AkrfihPdhLFyy5IGeECoYOMaUxE8614jmw4QhCxZzDK4g95SEThld4IHeH5CuAtmEgYFP0i24Ar2nrwHfn/xSaSFtmovpRqT8HEZdzk7Zp0B3fdLHEOj6unfhgZ4sXI4lXHLbqh8BoN1UOLqhJqJDiTAusFhKSCSsDLf/xCoe6BMV6DS2eQ0DBz3QzXUNCE7YtfcSFsnCZacgIsFYnujvpQWfF13v1gV71olAt5XELhHeHduzQxn0QEfwNx/UaK2JNBGtfdJC31dNhGyga3aahWsC3VcJHrLfDw8owe6Kb+iebpr+9+5auLjXbLZhpLmUIxToggiWEQS6+ezZi1PigxWqjbeBdZqIQimgDVWpDvj7S/HTqUJsPgoSunRfReKoUIF+8gj0IfJ1m5A9Ai0O/9ke4r4cAZM/jkY8wwlTqidtUpddo2/N5VlS83OYuXVAgU4+7Y1OCkvAXjVZEoPEmqEC3U+CWA/0RKAfGYIMyoYIdBWxAwgGJaUMcX4UFi5qiDCql0/eqzcR7SPQ2We/kgc6LabaYIGzNppVPNAZ8dRDoPMmoj5xHiPd68b9mxlsVQPoMseAQOeDkC4JbScp0Ckr2B0neaDf3Bjjgb5xBTqWJ+oce5We8w55zQ3Zs5j3zAKVTSnQfZ9RwsJRoLvjWRXxOzUWLtK95qqwRIFVoIcqOt9TNWbzMkbJkSxcElTEwsUkdjYUjsZKj6eA2230wfVCnnyKhJEYk/yM7jehcbxTXeo1EVXsXlDKjZ/IlkxEyHH/2G7JfA+Bnixcdgo7P7qik6gC3RurAKZANwmR8Qp0k7BmTeIqvemQrcCQAt0vmzfzPLufaGikMc4phafh11egs98PjcWRG5sYH1tm9+In/qVJUGSQfdtwD/QxTUQz99hDiPatmBIfHJPG5CtZuNQT+AuHQE/x02nCoALdtw9x4ig4f/OPB2Cc48AxQKy/0y4wxr7Utz92uS93v1hvC3MuijFEGMMGDbIHEPNLD5uIhmKFgKSnS5WhqEVqAr1iSWGai4z3PvEGGRHoodWpub7kgX70CCxcNpRpkzE7Eo/UblhAfiQWLoOWBcsn70n+xPxz7SH3HQ/0VRToDgG2YfXjCgr0GDnug9u0VIGFS78CvfYU6ACQi/h+LoHeLQZWsXCRycIlAWDNjSIEOj0fhkBvA0JiCpxzLOm1oAaCEPP6wBijBixgzDPAup2v4+8u2XPvL7YJFWvWU3tqopi6gpJjZOVilGnFRAW6V17oqN1HWbhMV06tjGPS8CvBA1+UeYpAuSkCve0P9sdAjki4u5Ueq49jCcNwFVgTYhNDgI8QjERiUH++6o7ljiVVZOHYNz84CnTfc9aLqcUsEei7wMJTydG83SAyL1K1DOxz32qi3aj9NPlRMSsqf17kTb4B9/6mBPcQsVELHafHCHS/sae+r5o8kigngRa3atNN3IImouz3g4WbPKfkIXmqH7KEvv/e6XNyPl9fPchIc8WtRHogBR17+XNuK/rYi1MI4hXsOreBVSr5plRsOhYuR2xXk7BZmDkHfF7T85Gf0OWxU5Y7f/OPF/vbccVChmukXcAIOYcU6B53NsR98WqoYByl+CdCoPv9HYcQtdryrbkisZapUDLbsB38/XV2huY2gFdDxRXo9YB4KynQjwH6svnA5gh03zuPULc8qNqUAn0CgT5QNrtxBfqIz9VRxK8woY/xQF4ZKygdOZHd54EeU6kbKxdP8qaUMoS78UDnBHqmCa+giag9R0sK9AkKf6NA17F8ItBvctDzG/FZNB7oESXeKpgyHnMfuZUU6JGO9f518EBlTOO6Prge6PTT+yy5At0n0CPqikbFLVzqPFzImr9FjhlauIxXoKu2NaXDOwm0j8liN8GF66vpkjAy0hhvJThNRFf3QO/+H483Yj0CEjaPIQXWmP2mKtBtg+SQQPfvBatAb9k2Y+YHfW0mlq6cbZMCfTfwLU9ME9GIAh2tS3x32/kWLvre4QS6r0D315VsrVXpBPcQqUPWLU1krAxsR+l6Cvt+TLJS39d8DVB7pIU9rv3/4cJNntvj6XMxdjpoEEo2L+zzDZSTjECXSxToSkooIv1HxJLmmvmLq1i4HGFflVXjqElEZ1Kgn1oYkZMKBT82vqcEjX1+RVa4f9PYFC+2S3DBQ7PD2I0+5yGBlbE0Jm7FiX+8+MMRMHm2KgjjDn+/MXFrHfFLDxTknuCkVcpw5EaIxS7Pj8npGpvMzmlNRplR6Wyjsu6AiwHxlkwE+tFjqInoxixcEJ8Ia0eVsCECnUj6JWpNYFiBPqQytefanoXLKupO15Jmw4N8M71Z3RgLF9cn3SXH/X1ianX+mRW68YKvQK8ji4FJBLpWm0g9qCUP9JsbvJ+Br46Jkw2rq1vkBEXNEDlut6mi/+9+7yfgDfmBfhJlClq2AG3IeskLjnjj0KFn2iiujALdveaaETU+SV4JSwIECnS9zYIFon4A58MZ50f0xlgb7XRrrYTtQ7EkbmDhElFVrnQO/kysoEAfEy84iarkgb41rOyBbqxXqqUe9TEFuvFAd5R6PXH6gErdVihF5gdPeW5Lj1MctQvQnOV7oEcV6BSDI4yZrRBKK9D53OlXjzGVuFIq7gs+QoHO1XrdNSiTiPQbgteFHVdNFRrZ1YywcOGE/qLSFRqempvex6IeUKBHLHJCBbr1PVdyWIHOtx0TS0Y90KfEascgplg1jprEXzhNRFP8dJpgLFwEs5yUblxvFegsjjIE+oACfRe9jTaAWJ+oXUCOUaAPeqC7z6IrYPKOM2Dh4jebHsKCJR1pa8fax7suKRs3NjYXxK6tR4FeMQLdWrgoZxuycBlUoCcLl6OHKUGINE9YhwBwu+rqrIo38FRs0tqUhYtRu4y49jGWBcMWLlMU6JxA77Fw4Z/ZCuTUGEXZyjCNZSYQ6Jwcb+LEk0OyL7Fw4cczTUTZoJZncQLdtXDpBpt2ShPRhrKC3e8iS8qpmxlDyTCjQFeb8QqfEriNsYBym4jWvX/zezAYIr9Q0e2noqXnV9hGKoEHOnvvfjJtEVEl0ELfLJ4jpd1+pZWjoiMVgDf21xNIxEklxJvAMWn4leDCWZSZCgl9X25IgR4j6afArcDrI9D7/ScTNoeVPdCdGHa4702skb0lx/sToyZOH1CpRxXoenvZZ+GSFOg7gd/nyhK8kcosisHZ/laB7q53uJerTyL7pIfTeM0o0PvHLLo238LFrTxz52tnnqdkpXKJ8O6Y+m/+OoFtc1i7ynUTU5AHOlu3+MTGGAuXKQp0WV01/x+lQDe2Aja2mWbhcvS2cKsK+WJjXC/4+0sVfKcKJoaPzEeBhQtnZfssXE6iAj0yVu4C1gO9f/1jYgG9RhqqwHPtOn0FOn3PkSaiPdagMfDPqqVhM/BAdwUnjj+5eZ2Pud61an6qZXNa452LEj5Wgc4rtT0CPSnQjx7bUqA7DwTiTUQdBfqGJrAx3uWEIcX3GHU5P9dy9c8IC5cBj8kxGLMgXhkrqBJi6nIfVcQnnX76ti+chK+NAt2+z0KQr2c/2UYWLlMWqaRATxYuCcDwGElkg3C8wlcnUqeMx2M80IcaFUf7VhAo2Cz49msQ6DpobdnM7JcZcg90X/kdaywTeqCTMo17o7qLbm7vYnxOvbE/ZhfTh50H2qYy6GSoYm4acHKb7vVNE+hrKtDHJNyH/CcTNodVqw8nVR06iV8dK+n9s4GELyWFBatPVp5KzHrOMiK+p2TeLvwSgb5tOGXmAx7oVaBAZ8fwYmYiKetI9ZY9Hl/4S0+BLpzriaExHuiuAj1WeWabhdv7yVxzpIkolc0rT85YsV9JYW5sADQZTZ/Bgnmgh01EQ4scP7ZxxFLtsAKdNxwd5YFu1vSczJmiQD+5BLozxi0T0fHPPRHopwqGmxF2HOptIjpVgX5SCPTIWLkLGFX4hjzQh0QcQwp0vwH0ENweGfrY/rk8wa1jb0hzIRtz/fmF7sWKCTDNufQ9aOKnPCT//TmE7vFEoB8h7GSrCclNEehc6UhlCb7dwTYsXEx33+WBhkM4+56OExToUMr4tfVu6yjQ4yT0qiqk2D7rkFsBlFrJA90hx3syoI5KnfwXPSJ9aFvXA12XyPjEO/cCo3LUSQS6Plci0BPgBVM9Y5pg95xPVE8614jKFYJbBtdHoPfbtLhNiL2/EanM1rNrKdB1TXSb9fuoVs4idUCBrsvEG31xLUiBHhLogQK95CSCp0DX3+0UEnGngbZsYZSjSYF+rMAXZfT/Roehm7JwcUj6ZOFyouHGouOfZbeseHi8icX2tgqUK9Dd89s5jSvQ44ITv2ReSWmTr0mBvnPEyvjJMiTq0W0U6MstXOrcjmN+gtvvncDHl9r0Kplu4bKIJLPpenizcD/OryIECfyEPT9P7SrX7VAroVTr9FkKlIERhX+wDVegL3neZXPd7ofhdSYQkv4AxscHSlli+Sg90Fes5HMtD5dcv9NE9GSQognjYO4fZ73iNbWm+Jw9y6KPQD/hCvSdeqAbBXr/mGNESlTdP9D/bygGVaRAz2IWLjR2j7FwYRwRDZu+hYvHz7kWLhEC3fdAJ4cENqcR8U7xO22jNIE+ZMNDPGKycDlCWAuX7veNeaDzbA2VJfSoNYHNWbhMU6DzBaRfkqr/1rZdQ5PY/hMm+TFWDOt7oG9Jge40Wxn/Pa1q4eIT6bFtSdHOP6ecPNCbfrLNKlPGL1IDAj15oN/UcEltr6qGPNDBFX27UaAPqcvNNkMk+WBFjv4959uvkWAlUpHNzL66YMHGyaBJmbdAl3LBLFy6gxqlXKyJaLTs212QU4DiqOmOkwLdGZdPRlB/s8AhtFtSoJMHWAG5gZJap1Hp2gr0+HhRRwirhM1jsPpn9H7DMY0bg+oKHFKgR5TjBDuncQV6j+BE8G2aaEIxEei7Q0y9F1Ogm7mPFOiMe+2zcHGbdvZbuNSBB7oItvFRC221CF+Bzt6PN5fXEQKdnqUq2kTUW1/w/+vkvRWY2UBFysZRoPuxSezzDWxe+HO7RIGuGIEul9g0ATbh7xLoI+MDvg4/SgX6ikKESfGXY+GSBAinCWaucSpm3Qook9jlfIHosXDZdW+jDaAasP/YJozSf9DCxZ1LhtaeQ43sycIFQkF63BTNFcvWbP42deaS2va63BjN2cdUY7EFre+Brn3NuS1Z4/XjoPiJphunmXdSoB8/+Ar0TSno5AgCfTtNRJdbr5htBxaQYzLgQ0RasC3/e18TUceDeDrpNkWNNAkrdiuPEd4+6oiveZ8Hemxbp4noKA90UqaM/3wNga4n4+SBfnNjjAd6NuApu+q5ljVGdsvglifpAhJkoAmp2rQCvQkV6MEifKBMuvYy87WsoAQp2/R0TyR50U+ScxLAbzAas3BZpmbYqQd6k0qQjy0cclvf64zQONjA9+WS9Ot6oPdZuBzNIuxmgxpRPRTfb/mYb7aNeaDr+zBzKqbivYpckt0TnFBVZe6WzEcJ9B16d97siPnHDjW5pLGqYvNyqEDX946jQO8n0CvpEugVlivQiWTwLVz843bXE1aa+aS/W6LfY+HCxufDVqKRyqSMGkagK1W54qAecpwr/MNGo7wScIkCvbYWLmOSa1aBzsmckWPKMYkpVhUijFlnGzgWLskC7zTBrldYlZ6vQCexJY+jtALdv3dOugJ9l+IHGnOH1r2+At3t/+dXwA0o0AWLm1oeQ9lm0/VAr43YcU2Ctceai/7PY+MmQqAHTUS1r3kzZOFC8VMBKKUCKzTneDu0wksEeg/oIWtU94U5pPAaBIDz8OR0vH4F+uYsXNzy+yEMqX7GJBKmJBvGDMDuYmh6RnyIHFsLDbuWFQn0ps/CJeJrTmS7T7rHLVzs++zzQHcaCHmLgTEwShU9tyYLl5sbYzzQM0+Jt5FzLatyGSDAY68PK9B7PG437YHOFO3BIrztV3ktPFXCgo1RZJUhR5DkdYxcHyDQl5GIO7VwWTGxmbB9OKomqpZiYehGCPSNKtDj13NUZcA3GzbSRHTJfm4y1vVAH1KXR7cJEqyR+UHV3lzpiluSAn37iJEo9N21jge6/m6bsDLMktHuvDioQPeU4jzeJjJ6SBlI5HODfgI9sHDJQwJdGgX6cgsX7uleNdJVPoIr0GssBgh0+pxGK9CXWbi0B/b/WE4GmcanDoE+Mj44JjHFqlayU0Rtq65rE44/zHfvz0dKBRwRj6NEXxPRE+6Bvkv7PVo7DnFQgQ89r4z21suLIQ901q1D1paEd+eJ5de8iM0PnpOB8lTyDrFvGmpzAt3bX5Pj3MKlCSxcpDmMqheuAt37CncZR+2MQP/H//gfQwiBn/iJn9jVKdeC/5BtrIkoVzcRgT6gQN+chct4BfqQncEowntKg79RFi7LCbAhrGsB04sVm604ivE+C5dIo1Hjge7tU7MRhI7N77OixwOdD8CttxgYAzO4EYF+wi1cTtoYddzgBlPLPdCXeVwOnmtFC5d+D/R+wsWtgOkZD52AdPX3ZRXo9rVQgW4/21CBbj/fhZI4dErEM+eah0hyx8JFqm5s9rzQh8rofMQIo63hFFu4nPQxihPayhDoNlt0YxML9jWbiI6xfPMrPRK2g9U90PtjWB8xcokqpnL0z1emqmpgG0nkOK9Q8hXop8wD/SSMUbGmm1Yh3W/hUkUsXAIP9DLioU7n8pTiRpUIwZp9D1i49BHosSaidC87TUS7/1Mc4yQCeyxcuG1NJaUTY7gK9NpZm9Te24gp/P1kgSNkWDIXTPZAJwsXkVsn+1UI9KP0Bd+JhQtf155OAv0kjFHbgOGBmEBHyaZLHHvjhhNH9TYR3WFl6Ybg2FYdgYXLUJU/t9FRnsWXv/asBxIBkinQFUuIubzmcga9inigDynQle+BnoUEesB4a1/zRrDm0sbChaxbGFdVH3rzaJ8C/ZRYuNx22234xV/8RXzzN3/zLk63EfjZnU0RAE6A3Uegs0X/pi1c0LZdA6OR1zioQO/xvJpEoI/YdqgT8RioNS1gerFis5UxFi6VZ8uilDL7BR7oXJHahBYu+QQLlykKfSr1NAT6CbZwOYlj1HFD37OslDLjWL4pBfqIxBthjBrRIVx8lfmgB3p/SeQqaI3Sjam+BkhyP3Dym4nFFOiWJM+dbQH7fipGrldMndK9UOtzjbex2FQT7lFoTucC8DSMUSpq4WLD0BvLGpyNOgd7FlfwVB+TcIs17UvYPDbjgb5MxMHHJqrW6/ZxyHHfg7Qlkp0dqy9e5oRFoEB3CdiTbOFyUsao2PNL32+M4KVxy7Vw6bYzHsKkQM/duZPDL7unfVv0274QpJSGZGhFAclJ86lNROm98iQ4vTeP4LAqwm7OH1KgD5FT1gOdESXBNv2WBT5kwxXoywl0N1mQ00GW7tftcDwsXFZWoE+Il91kwckgRafgpIxR24BZr7ClulRV3FKMjwOkQK/89c/JU6AfVexm5glVQfWsl3hcgKYZ9kCP2HaZ48A+ty0n0Af2iaGKzg9eE1HOr6nG+Xwbfd+A+ZsHCvSCrLV4E1H9N+KYcntMWd1wvjd/DqHPMDsNBPq1a9fwwz/8w/h3/+7f4cUvfvG2T7cx+IHOpkpVHDsBIl161Jr+/1c+p6+gX2p5MGBZMEaBPqGxxJhtXQJsBQ/0rSnQ2bGmWLhELFeCbbwmolzhGRDhbKIjlblDoPc0EeUBLgXwUxapJhNJY+QJtXA5qWPUcYM7RsZtqJj2Zz0P9CkKdNU/npljDCrQ+/8W9UBfp4loxMLFVwosWr6AdeEr6xa8IbVyg2CuTPNVa44/up9ANjYH4wNR14Nzy4uy46IW2yBOzRgVsXBRjDxabGDBzgN03893DIYqTgi+FUPCdrAZD/RpCnSe8C2Y+jZQgJlt2JzW02SaJ1ildAl0eUosXE7SGBVLQg8q0PU4wi1c/KrNaGWX3wDcI70ptqgHSGWzb3Xo/u4QI7Emov0WLpRUchu+dT9DBTpL5rd+7xNGjKjai03iSsXY52u3seP/0ue2tZ+HGmHh4hD/ZBewkoXL0cUUrpXslhTop9jC5SSNUdtAzMIlqIgiAp2NA0KMUKBvu7J0Q4hVH20bSimnmXkfz+Kvs4ZiUdfGxCORBRtH2XjlKMpHvPeYxVfQRNTzQHf7auidMnvDBR7oegrhidXQA50T6AfBPOoc7zRZuLzqVa/C937v9+K7vuu7tn2qjWJrFi5jFOibtnBpW4C9n2Wk9pBic4wSf9MWLqsuosw+a1rA9GJFC5cqYrnio/ZIdv67VEDbQ6gTSc4XkEUW90B3MoWrKNC16EOV3XGybD563+OEkzpGHTf0PfcOgc4JiTWSWe65JiQE+xToA2OMm4BbrjBczwM90kTUGyLcxb/7N1+JtmBNoKhEPKZM81VrXEXXl0AeCuB87LTZ0DFRi20Sp2WMilq4MO/DG5v4vjhpvoLCaIzv9pTkUcLqWNkDfUQSxPzdi0Eb1UBp8o8T6G6VkjSx+RDJHuuRoVQTreg56QT6SRqjok03Iwpp82ybJqL2GDSfGguXiAf6oAJdymhjzVqpqELxYHHd+f2QEepuOb9eA1CivLQ3Hwll6FlyEoE9BEntVcO5vZNs4CNl7a5FvLdgGpeiP8HgqhmXrFNb20R0jAe6k2Qgu4CTRqDXq8VRq1u4nI74iXCSxqhtIGbhIlUTvz9iCvSgiejJU6AfRf8afyyLEegqss4aEgJUAxXAKuMxTZ+Fy/L3XscSrIHtlnuNvDKZ1piCEejcGkjK1qydncQqzTlGpMnEntWNwSrsXVbyFcs3WR2ve93rcOedd+K2224btf1iscBiYQfvK1eubOvSBqGUCso8ZitOXD7GeKBvuomoUxYCAEsy1+5CYYUmopu2cBnoRDwGYzxNV8KqTUQj/ubBNp4C3fdKr1uJXE9qriUMeaBz0jLuge5kI9ch0E+wB/pJHaOOI2LN2AB3PCu4An1jBPqEhGBP5n9QZe4k4OIVOX6TuFUR90D3rZfY2ODt7xDoShmfXgCoPQLdKTX3m4h6Pq7+593NkTLYvw87DbRXrAw6rjhNY5SjbiR1CSNhNtJElCvQexLUg/uPGC8WctpCJGE1yBGqreh+A0lPH/7Yxi0Uc6Yu59WPPC7ni6g+iy+nR4bssXAhAv0EWrictDEqRiTEFNKmMkuTSbVDoJMCXccAUQW6L1pxSQ8VOSdd04wpvwFgcXjN+/0GcPZWfdwwISAHFegDTUS9dULDFeje2pgT6ErVqCSzhfMV6CqeLOBwmuYtWftKRvQqDI/BUimHD6yzHGgxniBe0a5z01g1jppUQX9MkgWbxkkbo7aBvorZZQr0UR7oJ4RAn2I9uSkEvVFkjTzfdzfyP1vPwsVflw5Z0TgKdMb3TbVwWbC1Z7+Fi+sQ4cwpNPf0KNBblhR2qrB8CxceP9WHWOT98fep8EB//PHH8eM//uN4zWteg729vVH7vPrVr8att95q/r3iFa/Y1uUNwq/67RTomyEAnMWZvil85bVj4bKJBaVHoE8inDh55CvxR3mgDxMYYyb2VRdRsf3XUYcGcAKN8ddVNdavb4yFS93KwPfcV6j7/5eOAr3HA92xcKGbcYLKSx+OEkEnzQP9JI9RxxF9pLZDoDtqvU15oK9eUWO3sYFyoEB3EopxgsQNSFcnbY2Fy6AHOi+TdhfZXFFWSYUFmz+MTZMhybnKnFRr4aK7UtIdm5UC2jawORvCpizQRuEUKahO2xjl+JOThQtToC/a5V62y8+xXhPRoX4IhGThshu41lrjx9WhpGewrTeXOOS4o0BnyUiHZO87rzSJZDfB6nrOSt8D/YQp0E/iGBUjEuSAQprIJK7Gbv0mokaBPuCBrlzSg9YjnFTm5+U4WBw4vx9WVoEdm4tjinjjga7P6yoMhfNezT6ZpQkqKLeJqKdAd8RB3vVHLVwCBbqNCZcr0JkHuhhOlAYxlFGgj4wPnLXe0SXlnbX8qgr0JRXojjDslFjgncQxahuwFi4sDlMugQ4podrWjaP6FOi7jOs3BH8M3gV8Al1F4krp+8vX9eDac2j9xQn0lo1Xa1m49DYRdauGnAqlYhmBbpPCrgKdNpCQTeUw1bI+HPwOdylE2BqBfscdd+CZZ57BH/7DfxhFUaAoCnzwgx/Ez/3cz6EoCrSRhdJP/dRP4fLly+bf448/vq3LG4Tf1bUrYd+ehQsNWPb8zLd2E56gA4NedPu+shHWqbk7TjgI+GUoWOa3PkqB3j+IjIH7gG/Qf3fFbuVcdd5v4cIC/FYFSnX376GiXTkK9LiFS6yJKDDu81FtA0g9oupdT5oH+kkeo44j+oKpfkJijXGUjz3LmogOBCEExybK90AfsrSKeApuQoHeOAp0v3IkXPSa3z1VQiUHLFw8mxaAL7rdBqOxJOyUcsApPTjWximycDl1Y5TTRFShlRJgBPrhhER0H2Ik/RSM6bniEnDTVe4J47Bq/5opjecDBbrTs4Ntx17nMXqfB7ozH/oWLh4RxuPmk0agn8QxauGUgLu2h23MTkWPIzWbbn0y2irQwyaksd9rpZgq21Wgx5SRhx6Bzj3RqwihEFPEBx7oTpO47mdg4cIyRLXy9mE1hVLVjmLRV6DT81MPKtC5B/qSteMEBbp/nvU80I+useYkIrxvv6VNRE9fE/aTOEZtA9GKWa8iCujmLh5HiT4F+i6tGTcEJ3ZTu4nd/GRgbGzz+TRVN4PV07ExHwBkK6EylohkzzPfZ4wC3VlPjvJAdy1cSIHuWLiwNYCs7JzmNJc2yVzlqNQBTaAPJQ92KETYmoXLn/yTfxKf/vSnndf++l//6/i6r/s6/ORP/iTyPA/2mc/nmM+P3kd54U+2PoGwIQKd+1CpuobQnwlXt2zDwmXZBNpnZzCKiA9I9iWLlxFK0jEexkNY1UdzKVa1cGlCwtvHYoSFS+x4VVSBLoN9AHcAbY0h/0gC/cBmDo2Fywkj0E/yGHUc0Rekc7KhT6231rmmJAR71IhuoOKNlwMJPBuQckXH6gusVj+jLV+0+otwHjh5+/OyvoWSWoHelQo2KJ0qolizsygJ4CdF0X2/U7rZ7zTQPkUWLqdtjHKC71bihvf9HGyCnFjTwmUMaes20pt8ioSRWNkDfULjeV/w0Vcxxe8Fvk3eU1XlHJfH+hHCAnV9Ygn0kzhGxRRs9P0GCnQuVmEKdE5G83k11luE4FutxFTvsf0A4LA6AHDOHqtixEjEloAI1piFi/FAH2PhwqvhlLuPQgaJDDkklKy69Yz+uv2Zl9aV7VATUUeBvmSdKm0CQYrhQXjhfZ41ETqjLVyOiQJ9RM+wpftNaiJ6dMmCTeIkjlGbBk/SDvbkgL5HRlm4jBdLHhc4FlQ70j4ECvRILOMnxFRdBQ06OdxEABeN1ABP6jtNRNnrAFqlkHsiLI6Fk2DtsXDxLJKd2HiZAr2y5DhPIvNkbssqrQBt4TKw9iRx3Yn2QD9//jy+8Ru/0Xnt7Nmz+KIv+qLg9eMG/wuplYJcMfPrw1mQ8UGMDT6OhcsGCF8ZyS4Obt+zgBxjBTPVLmayhcsqHugTGtNMAs/Uq7bzNMmWF3XEPMt9DDUR9Y9RRch06ZCW2u/QW+nz7CsNXiKg5OKIEujiZC38TvIYdRzR20SUTeDcA329JqJ83Fi20HIn+Og2A96bQySOjASkm2kial8bLAP3FegeMbDwKkoaxVXmHknOAmxHnd6nQB9o5OJjtwT68fAr3QRO2xilPAX6tdpfFGxAge6Q9Osq0HsIdEfJkxTo28LqHujjqxaHFOiF44HeN6f1XC8/rq/4ixARu/Tu3CRO4hgVIx/iHujSScLFPNClrIC2NcKhatDCxZ0zrQe6GzvHFOiLZgGHQK+XKNCp2feAAt25nhEWLrUI18cNCuSoIJVbldZ4vIyMKdB98gMt235JXMfmednPAXXn8ZSmaynQj9QDfbU4aloT0eORLNgkTuIYtXH0VERJ38IFej7isVOPhcumeLFdgq9VdqVAj3mg+wgcHZpmsH+fY8fCxZBsXgDQWaBoBNymVMjz/sHTOUdfE1Fv7ezMAZSYcgh0rkC35Lhj4UKX1EpIT4HeNgfBPOpcT0VChBNs4XKSsfAtXGTYHXdVqAEFuj2f/f9RWLj0qXfGHGcqWT/VwmUlD/QVy4CXwg8uRgZWVY9/ubON74E+oECvY01E+SKwzwM9YuEixlq4LFhWUKtvT5oCPWGzcMbIKj6euYq+DXmgLxvPRjSmGgpUnCSiMzZKG5R6TXlWRVt3zxL3QA8Tuuz/wp3C/QY5lXRLUytp7QN8kpwH2FXhlbFHxv5qQAXgY6deiVxBpSQg1/fVTtgMfALdV6AfbtgDfRULFzXC8mkxIXmUsDqc2G/kuKqUcqqIlu3njk2N62/Or0Utn9P6KjaV7znrxcmysr7oJ02BfhLh9P9RnRKPnvvGI3i5lUGcQHe/T56YdkrrvUaWleOBPkKBXi+c3xdsnoslBGKK+KEmok2fAt2xcBEBuW+bqXoN5PwmopFkQWjhYsd/tWQt4sRiSxTogQc69WsaG6s5SXm3ynqXWNVKVk7Z7xRauCR4Htt+E9GohYuNcU6ThYsTu+3KA92vXI7ElbHvYKh/X18iQHrzBI9JAneNgXEsbLys/zNg4RIo0MnCha01+f7cwsVJrHIFeu1al8lmWIFOY+SJtnCJ4QMf+MAuT7cyYoq/TQ0Urgc6C6o54bRxCxef/Biv2JysQJ/qtz6iBGhdAnyMomwlNF5w0VZAsbzka4yFyzIFuuujroL9+AIyF8sJ9HYqgX7DZgVPqoVLDCdljDpuCBoMj2oiuo4Cfbyn45CPnNnGIdl9tUDPeMjOy5OhfY0Hx0CShYunQFdKQWiFGD/6MgV6BZeQPGxssOxYuHgkecM80CvZQ6BPUHJsqofIKPiLvrYCsv34ticQJ3qM8ixcrntz6OEGkh27UKD7vQYStgO3H8+4cdVfnC6rdPLnLdffnF8LL4Xm23CStCdeHqP4O0UE+nEfo2KNueMKdOVYGcQtXNymsH4D7t5zMg/0epQCvfZ+jysLhzzQ2yELF1IYDlm4iLDixiQSPAV67QkbbYKCEfq+hQtXoKvhuYA3fldLFOhhE1Ed36xi4UL7Fbtf76wsRHAqNpeMo04T0ZNhy7EKjvsYtWk4MfjS+ahxxwFxepqI+n0odgHfOSHGY8VsMmXWv3btI5GlN1a1joVLPwfkIxwz6bqYQEVJT3DSuJXJUQsX+/e25gr0mAe6hFy4Fi6qqdxGpX0K9JPcRPQkI1bm4FgGrOH15ATYPH3RxIPzrXigLyO1eyxPfHV5zAs+JOsnLF56SoDW9UBXTkOpLTURBUYHY6MU6Oz1xTIPdK+JqFLKU6D3NBH1mgHR/8aAK9DpPj5pTUQTNghvTIx5oAsoxy92nWoQl0BfMsaMGD+GbFr61Ix9JfprKdCpiahXVsdjWZdAd6dwPzgMFegLo0biC+tKujZlPrkeVBZVntJgSRy60yaiwbicVFTHBTx47hToflnqBqoFHAX6tBLdcEEQf5anNNBNWB2reKCPKZfm8H2FxzS9nuqBrjwP9FgsTWNkdsIsXE4ifCKhZjGzbzHCFejclqTtU6CXcQ90nxSvpIyS9t1+4bh16BEjnFD3K2K4HVtfE1GllEtEZHELF6caDkMK9NpN4HvXH/N790kaCU7OLCPQ2diwjEAPmojq73gVC5cp+20Yqwr5pDfGDeIUWrgkuPyKUxEVtRSrXK/rXgV6ItDHYJwHeqQKgFvRDSjQ+f8DBTp7hv3x1iefOYIxk+YHTtb7a2VZeRYuEQK94dfKm4iyeZOp3blPOtBZd/X5vwP2c0wE+hHBbzhSbUmB3mvhwhaVR2/h0j9A7s4DnRP60z6Pjkzm72eDAUFMgT4Cvro8Bt/CxVeq9zUR7X5vHRIg1xYuVRsG8ObSdbFyNpZAP+QWLt2Pk+aBnrA5DD33NJ75bXrWUqCvaOHiNwiNXUtg4eKoIBlB0qswXKOJaMQDHehvHFpn/QR6JUMCfdHaYLnO+xXo9TILl8bttr7MB/rILFyAU9MI6zSAB8+IWLgsNqFAX8PCJVAvR+IvpVTQDDBhO1jFAz0g0Kcq0Nt4wtfxQOcke8+5ej3QVRPMl8nCZbfwn9mqR4FeK+UQylXEwkV5Cs7K6y3Sd87OA51U2SMU6N48tuCVygNV01wRzxt4KuVZroywcGkiHuitvnapqlEe6MMKdGZFsGQt4jxrmegs9XoQ2LJObSLqJ+WPyAd9Ex7oMeGbA4dAPxmkaMJyOJUHTsVsE7XeHWXhchIV6Nw/e1cWLkFMEokrg++g8eIfP1aO2wi2jTtWcZI7SOIOEeg+2R6ZH/xrkp6FS12WUCKD4EIv3kS05hYu8SaisvE93Q9d8VZg4bK7OCoR6BEEJWpqOx7oGOGBvhUF+hLFZj9hNIJAr9cg0EdYuEwlwEM/400q0CNlfSMwpomoryofsnCpfGW5RyAZCxd2Xt/farIH+mGoQD8NFi4Jq2EosCIFeuEvqDakQF/W/X2MinGwUWgPub4NBbrUDyVXfQGuIq2G/VvrK9C95ipxD3S9kPUU6Hx8H9NEtE8BEYP/fQ0tdtdGUqAfWyhPHX7Q+KTQpi1cpt1nY8hXv9piSMWTsB5W80D3kyBTYlDbRHRovupXoPcQXL7n7ICFCxKBvnVECeeIB3ollbPgH+OBHvQWMccKy+fJhqQe4YFeeQR65VT5ecRIXQP6fDwZ3jgEeu3GC8bCxW8iygn0YQX6oIVLxAPdv24lXHuAIfjPtWoPeraMVJWLiQR6zMLlCOCMG1JCjZgvlZROjLyUv+AEXCLQTw1cBTp7XdZBUmVsE9GT6IE+pF7eFnz7uRiPFfVAH1iX9tkIDnmgx9w1+hBUaUUsvkJlfROM6a1na+w0EdUEuoRAKyIWLo10Go0CgGwr1xqtV4GeCPQjQVhqtyUFOh/EIpYHgKtGXxVTSO2ubI4FMY4CfflxApJ9SWfmcU1EOaE/7fMIS0w2OMivSNTUHjkeAyfZq0ZiMbKJKAAsKjdjF2siGmQXdRCcibEWLjZYtQT6cv/3hNOJUMEQjmF+s++YunMMVNOYxWF3rmUJQeaV2TN+DGX6XQuY+HilWD+LdRIDxsJlSIHOfM99BToPiBZSBkHQouUe6FxlLt3vzCfX/c94YhPR4P7Ypo3LMSm3TojAs3A58EmhTSxo1lCgBwuCyLMcEGGJQN8a1Aqx35jv0Pm7F4OOqZgikj20JYtXKLkK9CoqRkkWLrtDUGXcY6dSK+Uk/eqoB7qbEPHtz2L/p98p7vAV6LGEtK9A58lxfwxaVPHr4e9NysYlYXoU6I6FSyZ61w5S1V6Dc/f6Y37vQwp0hSUWLr44qrnRs2XMz5cI9FUtXI6GLFwljppage681yNS2idsHlM80FHXnoUL9QxonaTNGAHkccOQenlb8HmncR7otSfe6o+VHQsXb6ySbKwKKnEmWLiYRConwCOCk+AcM48X4gS8Vpe3XrTF5yJfga48C5fQA313cVQi0COI+QRtjEDnD84YC5cNKKYDEntgoAsfCPa+t61A79nW8SSdOKHHSkw2hhVVCYsRCvRlTUSHfNQrb8ApROiB7g+OVNo53sKlI9AVFCgeTh7oNzEiDVAIVoHuLZZWfBZjpW6D2w/4yNnX3Uy/UnFCvM8D3VUYrk7YtlreKj32xlGyMdV5nbkb+o1lQtVbw7xRc2db1bPorpWMqiOccy1ToMcC9G3BH5dPcSOskwbXwkXiYAse6L7P+hT4Y1Is4b7wibBk4bI1yJ7k5fA+/RVEMThjU90MKNDDpLC/jVOhpI+roLz5oQkb+Z2yJqLHHf58VUmuQPeSxw6BbvfhHuic2HQsXJyEdjhuxGxN/P3s/v4agMdY3t8WVjTAFfGuAt21XDEet2zMbJoWkmWIaiGC8c4q0BtUiKv1AUQTFP46RPKGvIivjczf/bG6vt6zZczPd10C/eg90IFxXMTkfZIH+qmEw9/w+UiFPTk6BTp7/gQbN5qeJPFJUaBzW60j80AfY+FS9/bvUkoFdp1mO9/ChcctQezaP8YGPOgoBXoVnKMt99xtOAGvuSq/ibZRu0vl2LwAWoE+YKG4y0q+RKBHEPPH25SFi6OG7CHQK0d1I9GuuaicQmoPPehjJuLQLmYJuTWiuZyj+pyYUAgbAm5Sgb5aUDXKwoUr0CMEeu39nWPhDaB5pks5Wx7Me2WaRoE+7l4zCnQ2giQP9JsXQw2GDdng7bPqsxjrVj54bSN8dF3SWzkNrPoqYPoVhptQoHsWLn0K9NxOIq1SzpKzViqspmoqk0BtBjzQ+d9iCvTOwmW8l+AqC7+VkSxcji18cttXoC8mWq5Ez8FJ+onktp/8ij3LAYGUFOhbwyr9b/xy6VU90HMv4ctjYZMU9s8dS7B6G0lVB2KU5IG+WwRkNFuX+R7dRBgo9CvQ5cKKVpoeBXqsckVFSGU6r49a+XZsTIHuk/Ps/qrKOIFet5UjNm8iFi6HB+5c2mT9Fi5S1ag5gR54oIdq+8C/ltshTSTQZXvYs2XMjkB/DmOT643vgX40SfkxIrZgn4HGj1EkC5dTiT4FumKiGrtt7cRRgjeB7OHCTgyBLsevWzaFMdaA/hoJje+BzoW1AL9yPl/4Huhu3DLFA93vG6GPx2P4iEVyMBeVnoULbyKqCXS/AstUYDcS0lvPyda1D+XvnVenJwX6ESEIELbURBSFVqfAVVH6jUPX9UGfQl4EQUlEUTN0nK00Ee1pajoGwcC1UQsXX+k47tiu/co4Cxe/Uajjge4dow480Lv7yVGtB42AcmfbZVB6waDYuJc80G9erOSBvuKzOHWMGeWB7quZHOJmuQLdCUi30USUq72ZAr1hBHpYlq4ChcGissGI442qgHYRt3DpGpKF3++UbvarLPxWhr/oSwT68QGbq1SrcOgR6MvuozFwAvxmGiE/RikUkm+JQN8WXPHEuDHDT4IsG4/9MnSjQPevJeKBHtiSxRToXjVR1AO9shYuIlm4bB1+/Os05PQ9uvUY4hPCjh1K3cXDUoigt4j5f6Rypc/CJa5A9+f3IQuXuCe7q653n4tYk7gDn0AXWUCs0NpByQqODEEItJzc0M9G7SnQnWq/SQp09/rVkIWLv6Zf28LliBToU8lwTBe1pSaipxN0H/gVUVLVPR7oEQsXePPlSVSge+sWtQMBxJi+LLEqANlTPR2Q20MWLs5+3jg46IHuV+3o/wwq0OtgnmpK38KFKdA1Oe4nkEkkplqFtvaaiMqFE4Pz6+T34y7iqESgRxBVCmxooAgWAXl4TN/3fG0CPRgc+yfQocVHMBFHJu+pfmtjPlduw+Kri5Yh9MPcoHLAVyWMCDaaVjqiuL4SGk6QxyxcHDuW4G/udUU90HtUJKMJdPJZZ+NeItBvXgwRpEQ2hOXuK3qgT1wQuCRMFQ2YhhJtzv/7Eoo8IF2riSgR6P0K9Ib5nnMFuj+W1EoFhKRLoHtl446PK/NHjyjQZdMEdjFDmOzDuQ6CcTlZuBwXOIuyVuLAq64bKikddXyl3C6fE8ntwP4jEm8ERFhSoG8NTlNO1TqVQX2ILeoGz+F7oPdYuMQ80ANbskiCVUUV6N41Lg4BfR8lBfr2ERDO3DbT8UCXRoHuW5I4BHrVVWRyspr2N+eMqP/ofglK2CNjSqX8+b1fEFPxhuA9HuiLxltnitDC5foNl7xolnmgw7sOva1SyjyXrUeWcBW85Ap0MTwX+B7psulvIhp89pn+vE+YB3qoUt22hcvJIEUTlsN87/58JKuAvJVV7cZRXIFexddAJ4ZA50k9BC0ftoIxfVlildV9AoJYn0azXesr0Jm9mL/fBA/02PwQU9bX3jzlE+h8/9YQ6N78x9TuqvU90GtnvnMU6Owz3EUclQj0CGJZGmcS8hopTEHwIEUI9MrbxlekT8UkBbr0yiWcpnkrWLgMNiz1rHEiwQAPvLrfp30WYzJ/K2MFq4CQ7A6DRKWU53GuUHmj/FAT0ar2CfQm2C7IEhKBno20cDnszmEWhwoQwm+7lXCzIBwb7HPaRzas+ixOTtIF6vKI/1xg9aTJDyV7ezD0KtDXGGPIA73xPdB5KThTgzhWK5Ggyp/LuL2Tv9ivjELFXXT7CWQAqGt3qbxcgT5RBbUOkoXLsYXyGnwuvDhqbU9K3xJgsgf6cvI1UOYkAn1rCOxYRsTCQ318YvBJgL6Eb1SB7h8rlmAtwm388VBet/7NiUDfPgJC1SHQvcqsWgtQvKQ2b3xGPq1BUnogyVz3NC6NXR8wTH4E6nS+nmTJcH7NC29si5XoHx642zSZCMY764Few3/SaB3TJb50IsJX29PxlIJijITE8LgaKtD7CfTAdovWKmMJ4hXEUtvASh7oU8ULvII5NRE9NehL6CoVsXDxBFHilCrQgd34oI9xQpjigR7r02i2a/0Y1o6TQYPPCQp0W6HEFOQRfi1UoLvCSoeA12u12rcw401EfQsXWfX62JvPUAjAm4u3gUSgRxALVKb67vYhaIREBDojj33F+U4tXAYyZaOaiE6Z4P3PMHY8L0iaqu4MEgIb9UCfbhXgW7bELFxqb9G/zMLFJ+Ebb8DJRRvuE5RhTvRA1wp0SgCJVgxsnXDaMTQ2UEWNX+6+6rMYlLotUeGMyf6HRE0d3dYh0ykgFcphUqZWyXC0fQp0vhDP7bQts8yUSYfEngybpfGFdekt2o03uksLNZH5r6qnWW/s1AM9aO6cCPTjAreJqMJh6yvQ11vMKH8+neipHpKvYZwXPGfJwmVrGDN2+whFE0sqlPosXAJ1ObO46lWphxWbgQI9YuGSCPTdwq8y5mRyUE4+RoGuy8x9Ap3Pi37zYdcDfYQCPXgP3IrAez89/UwcBXoPgc4lmTcW7lmHFehNYHND6xZeRdzn967aGpLFPUoMj6vSV6C3/QR68NlTv6axRLi/3RERy6tU8k1XoHMP9BQ7nRaY+WikpZgDxwM9TpqfFAI9JJHX77uzDEPWyIRwDd14PWDGKdADCxe2X5DEHVi3BX3yIk1EYz2DgvnBI9B5TN7bA8So3UMPdOWdg78nboMnxPY5qUSgR+AHV4ECHasPFkFwX4THq7wHYF0CPSSc+hcUYUaJLQjGKNCDCb5/Ah5jCTO1HDfYf5sK9BWsAnzFXWzw9lXq0SaiQxYuTdzCpWqlsa/oC4LLrBnlCabICkLfv0ImAv1mxigPdH+flT3Qvf0GLKmAcdn/vmbDQ+OPGb+8gHQdC5e2Xe6B3mTuCRdNG2xDv1feo7xg5HKoQNfl5EXox+p/vwvvM1/mA71TC5djUm6dEIHf8Nqfu9ZUA/me51MV6IGFXVSBvtlrTujHKgT6mIZd9njKEW5wC5chdXkfgR61+PIJC9WECvQbzL85EehbR2jhwirmfIU0za8BgW63o2ZosbnTHDei/qP7xVfg+WMMAFQQ3u9DCnT2fhip34rS7FV56xUiLaAApY93uAgV6H32j50CPRT/AG5M1Of37nuYL1WgewT6sALdW9MTITjawuV4VLWtpEBfx8JFNkCa304Fei1cIvORqjwhXaSJKG/YCCAqgDyO8OO1+kgsXCJV0FEPdNd9wfI3/TFoK0PCmTDFfjD4nLLlFi5K1mGF0oCFS6yxdHcu2gBom2GSnvvYm0bsO+ojkwj0CIJgRElHpQKsTgD0KtDrMDgnrG3hMuHaYxkl87cRCvRYI4TR1xUh9pWvDJ2oWp2ymJqMFRrLhErySKAc2WZoP/9vjXcdOVOVU9MIX5HBSzubEYSTXGgLl7I7TpYU6Dc1hiw6SIEekg0b8kBf2kS0X0Vut4mT7KEnckiQhCWRqyZXFaRW0A55oNeeQpxU5TFVQu0NL3zR3Pjl5vo7i6no/M984Y3VzXFSoK/Y3Dlh+/AV4n7yd9l9tBQeYT7ZwmVEvBBrBpiwHazSBH6KaCIWg/bNV1xMYm1e+lXqRvFX+tv0K9BFWe5EOXWzI0w22+/W9+gm+8ThJqLLLVz8dWXN7CkD1XtkHPTvYk78BB7oTZxAB+z7W3jrSkdhr8flw4W7TZuJkIzW5IdUVfAZ1Tr54FRveGQJjfmyvua8vkyBrrwmo75SkSP47E0T0bEKdH+tdzR9VTZi4bKsej6o4Evx02lAv4VLZD6q3HuEW7iQc8BORTEbRKxSd9tQPqnt84CIP6d9AoKhKkjV+mtWFrdMqJ7sbyLKLFwi8XKg8PctXBq+f7yJaMPmEd9FQsk66AdCywriH3dVxZcI9AiCzEtEgbcpAt2U0/CAxy+tW3MCCyfdfqJ3UHG5YQ/0MWT7GPJrCKGibJtNREdYuPhe5lELF09Fp4CD2vOKHVCgBwQ68zWnYweegGwAq/z3FUPtloMlBfrNjVEKdN8DfVWieeKCIEjCxfzneoizPmsXwCYUY56Cq0Dy5iqBAp31PPCV47rMOt5E1DsO+6wqXy1Xj1egB1UyyxTowVi/xQXoCuNywm6gguqqzaqBfAX6ZAsX3wM9RqBHBBYJ28GYsdvHJAV6RBRi5yvvuCt6oAcl86rq9UBP9i27QeiBzhXofmI57oHuEOjNcguXwE5Nql4FXtwD3UuqM0V6kDxn6wW/0oyuu/LWlZxAp8TjoUekNXkWkNEtU6D7BDpVGPFnMvR71zYvvgJ9yZJCegS6GrBwCdb0YqIC/ZjYwu3cwgVI8dMpQZ/gJ5bQVd5zDxFRoO9SFLNBBALZHQggAguXER7osl70xj9DSvIhDm9K9WTgZR6xcAnj5SZ0NyhcBTqc/akCq0eB7l1/t094DnofFM8lBfoRIszSyLA8ZWUC3RuoIhYuPmG+vgf6eMJpUHE5YsAco1I3GBEMrKJAGtp+uwr05cdeRYEOANc9JQgn3pd5oBeCLQ70foG/lUOgLw+YpJfNHmmdnnBKMTQ29JINK1u4TFWgj/FA91WL+v4eSOCZ64gEpKugZc99k8cV6KptAwJ9oa8jZuFS+4turkD3iXhNFPge6LWSwWdO25pjLVOgJwuXmx5KqUAhHsxd6xLofvJ5soXL8oVO2GR+0ikSJmAVAcUYGx7zN19MUtesZ0eoHDebjfBA92Mkvk2fhcuuFn43O/ykF1eg93mghxYuMQK9nwiPqf/ofh6lQBfuBfC7Opj7SSUKoPaSMo1RoMc9bgGbiDzUiW6hjz/URFSqGpVXPTHOA737KT0CfbkHuqdAl/3Cn1BNqa9hbKzmk8pH5YG+QjP2KVXhkLKzbXFeS/HTaYBdr4RCpnBN5Vu4hE1EYzH9GPvXo4avON+FBd8qFi6+lznfL6g44h7oAzHTlOrJ0MJFH2/IA11WEQsXd/5RXC0vaf7zCXQ7j8g2fD+hyFnPM7X1QN8FEoEegR9YVNy3msztV/ZA9y1cXO8eYBsWLuEioQ9BRslRoOv/D3wG5lwjPqcxStJVPDCd/UcoylbGClYBowh0/drZmZ20rnueZEMWLq33mRVMgU7H9gdSbuEyhkD3yUNxNBWNCccEQwTpGL/Yaecav4hQSo5qRNynWhxK4PUrDFcLJDmB3ueBruo6tF7xLFzoY+4U6O6HbnowFEVYbt5n4RLzQPd6OSzrZH+kFi6JQD8eiJDZIRl9vCxcYgudhU++JQX61rCKBd8U0URM8GHmK39bFkuapPAYD/TAc9Yq/rIzZ7rXrmsCPSnQdwJ/3FnIbj5TiKjBqWrTU6C3KJBlnbqO7EMouZ3rNSQnawKVOLNwCRR4kXGw1muqgsr42dweKAt7kuEAV6D7Fi68bl4LbTSRNjfWcv3Vq1LWDgkPAI3xQO+3cKmNhct15/WlCnS/onHAwiUg0CdbuNTDv+8IG7FwGahAj6rNU/x0KtCX0I0q0D0CXeQl+1tcgQ7AcVI4rjiKJvBj4pgwOXYYHkfvFyQ/HQW6Ow5K9Fu4DK3bwgSrHpAHLFyUrEO7LJNU1mtYbuGCeALZsXDx1ftoInZo+gykQE8WLkeH4AFjajsKeNe2cNH3kCqIaA79Fc35N6VAH0Fqhw86ayKqH/Chz4DORdsMNfgbkxm3hHemf2+hJixYxyjKVgZZBeQ62zXGA10PPhSr+pYugCXE92c5fWW44SvQ2SBGx9gvu2C59RXoWYtZnjn7hUFwiVZ22zQjLFyCcrDkgX5TI5z8w4qackCtt9a5Bscz+7cs2+teiwUvmhzJ87N6v8rbVpjtTMMS43FLJ+PHmz7OSCa/JQ/0mR4AzCJzsQgI9FoHrTRvndXPekyBTgvt7OzZkCjXpHhz5qy7T8QDnZLKhqwfa+Gizzm4iFsXNH4JTR6kEuRjAcdepWf+a7DePLK2hcuIije618fe+wmrQcoGNKgK0cVYY6qWQhHIQII1koytdPw0y7pxVOpvOq5A71epmzFvrwi2ob+Js0SgJwuXXYKe2X39HdeaQJfIoLTSmxbHJmbW0wkJOBsUNl7Qc05ddt/1WR3/NAqQXuM3e87QwmWu76cYsVHpK9pHl2xpmNqb4gMSKRA57qv/6LoBYKG8KjIBM6hRr4pDvfadaYaizTMc9lSvKlUHKn1a7/CYK1Db91i4qEwMChFIoZ7pOUS2IeFkrsNXnerEx3gLF9/W5GhIZUkKy3l3/VMsXGhsGdwnloRIBPqpgPnez3ie1KrpJdDFzD7QYubec2afLGP7He97RSllyFdKfu9CgR5UMscsXHwfejY2Cb2WIcV3YAfGxjdfpKsGPNCHKodpjqQUbEyBTuM6XV9nr6LnOT0Htnv7ems933AFO1m4NB6BnsFMZv5nFa3O0u/fjHVJgX50oC9oT5MYXIG+DoHO1ZBZ091w4txecDwKzjOROb+vCkN87+/rcw0sKPS58vyM8zu/xmECfTnJ7h+PBuC4hcvCuR5gGjlFAapZgG1Uga6PNTvn/j4AIsfPzroBY8jCZZZnKDUZdk0T6ESEVxEF+tk5Eeg0qHX3VpG1KPVsQeejSWRPTyINctRSB9ZjCHRKysw0mZAsXG5qmIlrLxzPyFN2v+ieQQmabFdVoOv9tLqKk/XBtiyYsGOaH2DYhSwtiGncU97r3fa6PJoIkv1uYUJjOrBaoo4U6FkujAL9DC229Zy0WNhrL/X7rvR4Tovuc/pzqZRE7U3xtSHQzxgLF5rniEBvz3bvdU4BkAIaTdILPYfQnEhkPe+EHoOZO/Sxt6tA98flRKAfB/DAW+jqqoYSPPo5XdvChQh0Pd9NVqArL/7xKwYRJqp2sQC7GcFjtaLQROUEC5cs21+6j69Ah1JoapqvunG91eQmvx6KyfdzmtOyYBsa48QZTdZJYbahv+U6WWkI9GThshMslJ9s1nOfOGe24YloAGg0mXRG79siR5F32xsCfd7FP/tcQGAIdO+cSpq4o9Xrk7M6hIgl5Rq9HtxX2i6GJRsX5th67tdxfnPuvNlmDi0K0OsCmu+JdK8zOy6TFRYdZ866kd/Qr+3poF/Sc9bWhmQ507jvmcdRlCywlXLQ++sqjEiJfwykQC/02mOShUvRfQbjFej62GT9clQxhSdQC8avCIyoTcdeQ6I2x+u90MRXip9OBWzStpuPREuJ4coqd01ihgh0u6bJzp7Xf3MV6EYsiS3H9RtAq0gHzeK3nXigewKtAQU6fQe2KXJmxV/kga6v2QisIhYuQtrEJoGIdsNtDjURpTlSr0EbUn22dq1n180UL1t7lTN6zdjoORFaCc9tFkmg2zbd/Levx/A6ExA5CRj02lMPQ1VEY0Pv38Rcs6RAPzJQMHJGf4ENEehlaQLcVQYKTqoIHWmIs/0E+r6ewNa3cNE31dnlpLb/QPAHnRTjQySIGrFNsC0NwG0L5akb6HoKRmBNIaeC97PJJqI0wE0gaiggPaPJ7kaGxBOR3LMiw1zfg9d1Uw+zHyMGjOXLvNDH1AOxDmzLrEVZuAp0Gkj39QjQoESr5eT1ACFJMPeUXhuKdZmPhBONoeSaJRv6CYlJ5/LGmMEqF0aWG3Lcs2Xgv/vjnj9+8Os2AY9Ogoqa+QSu0EiUCPRynqPVhzrjBXkVU4KfWXTjj7Fw0WPnOf2stwpYaH+ZOfSiW28jzpwx3qhmQa/VZq1edJ9h56r1Z0zfL5X30b7AMPlpvzP9OW6z1JPG5bkelzc55iesDiK3MwFB8xHx3XqB0ao1Feh6XszmVH0wnNgJ9g8SaTELl0Sg7wLu2B0KOpbt15cw5TCemYwEaOpu/DijyXFrURFWiZ7V25g5LaZA14RFpueHrmTencOMB3pSoO8ENJ/SXEkEuspvMducK7rvyyjQdYXnWT1mNSiQU2JHL/xbnRA5wyobzNztJ96kMgm6RpPaZ7N+BXqtVX57spvLK7Z8r03ynAQ2ei4/372fTEqUulxeZt38TrY1RJDUbFwmleAhEehNSKDva9/GVuh1alsZkuWM3pxiClqzZdkZNMKNOygmkXXXBDTnlXxNf2NQItBzRUrF/uecPvszWgVZG3J4LIFOSXkdcx6RL7gcIWLz4Y81wwp0/RlmJaAFLyl+Oh0wJPk5TaDr+ahToHv3CIl55oxAP9eNJb4CnYSZ3X7H+17h9nskNNqlB/pQHGO+A7J1M0KAGYSgNXO82thpIqrnlKzVpDvrllF53OZQ8sCs8Yik5351kcRod83WwuWMTsY1RoFOBDpLkOrXWtm9vz1FBDogSIFuCHR9zewyznjv36+22TYSgR5BZcgBN5ufleW4MqgecDVTpm8Goctp+MBDwfmZonuQNqVAJ7XLIIGuvAc90jRvkECfoDT0STcgHICNIqwIFaBjQO+nGFCUrQxSalNQNSIYqxuX7AbCMnZSlJd5ZojvGwsd7EaU6/T/MzNa6HXXJbLuuvKsNUr2ylOGWAK9gCQCfUQiwHyvWsKePNBvbvgBGO+zQOPZnlY8t8J6Zq50rglVLrYCpbR+pYGtk73fSelIAY5J4LHxh4gUk0Q6RwQJa3yyQnKg1c9mVmR2IepZuHACfb/qnvNF7QZVZxipfaj9Zfa1+owW5vK8VabRAprmvUZ/h/u1VXSRWo0+89pTvHXH7rfLWGXhtzJIRWXG5aSgOg6gRZkoBIQOxhuPQF/XwoUOyJVT6L8tAwwJCAi1Fx8mC5ftgI/LY9Tk/n7FgNqLEFgOwtok0HzVgIiGcE4jlXoTqaqyCnRdoVTb4/hilGThslv4CWCa+2Ru58V9My+6CvR9vW0rClPlqfT9QHPnWTZP05xb+ap3Nl+20Ao8TaDXMhy0Kp3I2dcEesOaitL7MYSCIdC791O2DQryws3OOee3BDrMuEwkx4LU5swT+bpHoEtDoNtr3icCnexVqCk7+3zP5W5so1oi0O37IlV6DOSRnitSzffP83SOs4LseEiBPjI2aHyx1NEQ6MEafARh6Y9xoyxcivkka9KE4w/zve933ytxULwiytwjkTgqO3vOOQ63y1iHF9sluOJ6lwp039khFpNIb11LCvQsmyHLSmc/mktiRDiJPjKp5ybYsdtftw0lD2jbM3qeYQXWZn6w8bK+N1Rt16H6/TTa+gf0ntk8ofQc0shuG6quaoQAjAJdrz31BVR6jSDAqqdpDiEeIlm4HB38QIeCkXUHCr4gELoOgco7zaCklCHMz5bdJLkpAt0o0AcmXWuZQhkl5oE+ghxfxcLFIdD9pk70gGb7QMSLchnM/oYY26QCXX+f8/FBlW0Qygl0v2mtVaCT9QpZuJBNS8zC5dzcKpwAADqwjXmg0yC3BypHLdAqUreP8UDXWcG5YeATbmKEQXqYENzPfEJiRQ/0INhbrkDPsjIIQszx2O++Bzr9jQic7jX9NxpXqUS/Fcyrd/qigxToeSEg9XN/1lvEL+i9S4m59jkltZk/bwHAoequZ090+5ly6fNWaXfWt3DRidb9BSPQyfrFKNBdxRvQ3wBSSWkSKtmIJO7aaP3EZloAHgdQ0C2KDNCJYbJwybVKZm0Fuk5CCaacUhN80H0rp1is4d/7SYG+HXAFVpZN8UAn0QWJJpZ7oHMVXasTk3vefMXjd7Il28uJQKdyad4zSF+rFslQ1Sn3nKXxtL2RLFx2CavY7r5b0zBNq7NLVJgZC09Nus5IXc1K0CmxQ17men6b1ZX12DUKdKoQo8SbPU5DFi4ZNR8dsHChMneuQJfu+6mNhUt3PWVjCXSpyQ7axhDoAmZcVt46Yda0xlrlmo4T9nVM0eokAm86Rwp0Ooep2stvtdt446ckAl0xT+UmTqArpaD090ME+pCFi0mYgBqlT7VwoaT80RHoSkpTuWfX4CPEThPW5EZ8kM86FTqQPNBPCSwPpOcjQ6C3AXkL6vtXCMOZCIrdK1eBLmYz4IQQ6Lx/zR6trXaoQCfLryEPdEOgG3/xEkKLzmhdGcwlXIGuxVKZ0pbNTIE+pXrSbEsiLt5kmgh0fY0kUG1ba+Gyr8emlmIaskVt+LWSAr1bQ+/pMbzJAJG5CnQi0Ok65pnATLgJBKtATwT6kSFWagdsjkAXorSK3TOuJQy3a9m0hcsoUtv3QHcU6Bsm0CMeWvDsQ8xn5pSxjP/s5YjM38oIgqrlwYwJWtkCPyDQG0ugz3RAe10T6PtGga6C/UmBbgg+TaDnIvRAp3t8rhUZjgJ9jIULTbB7upIiEeg3Nfzys5iFy1wv7mxJ/PYV6MoEITMWhPQp0DPk2mtOGQsXItBnhhyn18zihQiSRliSfoX3JolAz7OuiQqAM0RuE4Gux+CibVDqIIo80GOq8ENStukHlIKb+izzeqXGY6S005/rrLZLdFOFdZaSuq7iDegPRHmCIxthI7Y2jsFiNyEE9yen4Jhi6ZL8dNdtIkr3qaNAH79ACj3Qw3tnShlswuqgOEaIUIE1hNC2b7kCXcxnpqcGKdD3tQK9VqEC3dqS+SR7qECnJqKk+OuaiOp55ZxeUF9PFi67RN8zTORyrhqUXvVXXboKdABojTctEehdzD1rGuNPaxTokSbfhMYo0FvnejhqHb/sUSM5wau/fGJEK+r1PF+0DQpj4dLN4WRnQFVubSYA5nML2GRhKZWxVrlmFOgugV5HCHSj7Kem7JmNO87o0MF89tquJUNmyHrZxBuDcoFCgeUxl1Gg6wRXnU1UV5uY4uiS8jxmmtJLZlL/GRIf5DMgTwT6aUKoQLexFlVvmHtEP+MiE8bCJz/jKtDlCVSgEyk8z4RJkO7GA305D+VXl1BCMKpAH7BwobgpU6RAt+uvOpiD+sUl1vZKx+qMLab7w4+1+HWc0UKEptQiYRKlcQsXHfdTBZZr4ZI522Rt9xlUmjQvhaB8L1OgU1InWbgcGUICXQ8ma1q4cEUNSQHFHlm4aIUgCwLOlGeC11bBlLKvoPw14uloiaswiJjit2Zu9r293kai0ihA2SAyQd3pN29YVfUaxQpWAQtNIuyVOQQpVHwLl5ZZuBgPdLJw0Vm4hpQdyux/bu4Sk0p031NHoLvNR6l8c67r21vkkJrYHKVAp3tIK9BFnUiEmxlDZaKGQM+ocWBISEyBr5YYp0DnQUjVu43IXJLc+Mmx/Q25TgGkbiIqGqyU5CMYBXqZ2SaicMu9K/05z9oWhfYwrXUyi1RW80yYxmCH0KVxGanU9bl0o5pMSlCLF5rniEAvm9qq8HoU6PMsM0RDX0d3xcrZ7bywxYybGZcTgX6sQAr0PDNNPht9f891meamPNAdBXrTv0gI9jfxTz/5asmq3Pk9YbNwPUAp+TnCssAsVvVYM0Sgkwc6IwHIbmqmFeiVCisf65bmNCLZSc1nxzrlzw+VbSIqkwf6kSLWcBuw/uAlapSUWCY1tybQz0hbEi9B5IAWQO3ZubP0CJq6V/2XGVHBGUHxeT+Bfsb4ptM9p8ya1Xi6t5Qo1wr0ujFVPjLrrrHyPG4BoCHf2da1nSmVRK7PYS1ctMJQW+Mt9CXnSulPJbRwoYRDplpaOljygwgjZND25r0KdMlez7G86s+SQZpAz6mx78jYwLfrPAJfcCeOmuKB7vWfGbR9oVip4AR6quA7DTD3j07oCrbMN3Ot6Uen/5AB0OOd2Hc5HcPfrMmL7RI05s0yESRItwlDNFNVXEyB7q+hI+Itin/8hGmrgJYqeSj+ASnQ7fNOa0Sa9/rWbAAj2+lzEsLE7fAtXAptC8ZC7TMLbcdCMQ29Z8fChQh03XzbWLjAnMsQ6Nonvdbz3izLkgL9OIKCKRNcEYG+ZqZNsZIMugFxpnCOV7HJynigr0kAjCG+CYZwLqynkfKyO8MK9PHZbqP+GRiAzcAuyqCRwhhMUSNNht9EdERQZdTljBz3Fej0+7zIjPUKgbzTjZKc7UuqdqNA14NSnjXsXK4ahoiLToFOFi5jVA2uAh3He95M2DKGEmc0ps00gU665o0p0EcS6Gb88M5rbVpKZMLN9JsghpXRmeum96gV6GjASPpVmojqcTYXUDpo2fe6rFPD0KJtUdJrjasu70jt7jM+0GPAGVNpoi9VE+hlU6OEOya0uulL0TAVnkegExFfZsIQBX0d3Z2F3/4uFOjJwuU4wnqgZ0ZdQoT5PKNE7pohKTuHOdQUBbr045/wOfab9Q4tQhJWh5P8FPHk59B++RgPdE4CFLpHh1ZOzU2Jt/WKJdCcNieVupnTQstDzEmBzs7bRKovkQj0XcH2ufIV6N33UaAxBDppQ2pNLs9ki0zpuJn6qhCpvc/nTjf5ba2faF3Z/Z5lM9SaQD+budVkHI1WnJ8hsl4QCQLQ1r63LdmxFW2NghL/GVWREanMbNhKaiJKRH73nkspneaeALCnrQJIPUgxQimBmaIeF9L5fEitXqJGATexINuOPBHIkZHVXBtXoMv6mvl/7n0HMRhRnP4MjAJdSUMQDmKFauNNw1Ggr0KgnyHyX0K1Pe+ZEgU580A/ooapCZuFicMpocsJ9NZbU5EQQShr4eLF7lEP9Op43ys0DpQiswnOHcRvQbPNQQU6qdRj4q+4Ah1gJLImYzLo43AFut+HY6iJKFUoKatAN7YqLSU9XX6NJ373NYFe071B6zIFKLpWLexqRDeGzzWBXgvbj8N4oOu0bJURgS6C75Dfk7tAItAj8Mv7yNtVzGamNGAVBZ1D5ngKdCJjakPYZJjrLPlRWrgACkoHi+OaiPpk/YjFy0BiQjkK0unWD/R+CqNA31Dgo1TEA335sWvub268h+MWLmVuLVwIpEA3voxMvW4sXEg9C7JwaUwzUlKuWwJde1CJAq1uODiKQCcLF33OZOFyc2PIl9wS6KS8sl6wa51rRJLO9UDX6nLvvNZaawaRuSQ7t5DygxijQN/TAWmtDNGzjgc6ZvaZ34dbBk4NQ0spUSoaA7S63ASHtjxRamuBM+StSuV4824hWzQNSipRJwW6JgHKugrIcUOg6+ubj1BymO+nKDqrBAx/Z2tBSpvInNCbImH7MGXBhbVwafX9ONeSQ7lmSGrOkQtb1daMXyANNVEnxKwYVCLRNw6zgIyMy4P7eVUEQ9VAJqYtwxh0Zgh0Uo63UDTmUlWVcEl2QAbxMva6MVgcsibT0o2lCckDffuQShnrKKPYNo1BteUJGhCXbJpr621L1Vo/ceFavtG8yqu3linQs2xmLID2PKs1DlKgn9X3Vw1XPc+Pbd6PqSZjHuiZS3bwFE7jNRGlRPkcKiTQSYGu1ZFWrQ5QGihQoGuiJEeDUlDc4RLoGXKrQO8j0BvdM0Aq0xx+aGywBHp3HXXGElVjyPDAwmX3MYUZT8rSjBPTLFzOBK8FcJqIJguX0wRrKabnowVAfeVUoEDXD2CmrAK99Pr1nUQFOrNwoXXLkI3JphA4IUQ4vWANTcKuiP2oTQDbSksSckhNoOeC+rqwtbhvXTYQt9qqHX0UAdPY01i4ePEy7VOIbv0IAI0WGZjkHGAStJKEM3oe3UM33kshIOlcmmTPtRjMKNAFW3sSIc/uyV0gEegRBAskfZOJslyrWULMwoXUKcr42FLwPkOpJ/lNW7hggPz3FduAJbrGEPFygl2MKZ9l6h9/eyLLV/ZA9x5wuanSOx5UTFAlcH9zQ2oHTUS7e4Or1AlnfAU6K0/3Feitsh7oZAlr9tP39IyRia0Oe9tRFi76vHoyTk1Eb24M+ZLT+GUCloiib9q53HEITdNLYPEgJOtRoDsku6dAl0ydLjxy3Kgt9ukZUBCU5FvDwkWWIYFOwRGpzUvZGgK98gh0HhwSztDzT2oCvQAr28YS8fochlyv66BEzirQ9fgRCWJ8RJUq2wq0+RhsKoOOd1B/s8AQ2RELF/LDXZtAp3MUmVGwqFUU6KMsXPQ4BrveTNgcFIv9bPJzBGFEIhDdOH7YA53GJhuDkr0KEegL9t0qowAjBTqRmJwcdwkGCr4EPxCpqnwCPSnQtw6uurOK7e53agpacIKXEsxagV7IBjmR0XAt3+o9TaBXFSNodPI7aPzWnVOI0vjsU6+SmDKw1vHHGT1fkwLdfT/umrXWqtGyrQ2BrjRZQfvtQSCj7XWcYJqI6uOWUCi8a9qD9rglBbr+80xB6+ltUt5Y3HAFuvf5Gs9f5MjINkn7ovsga5dMdbEdMFz1Z9WUpECfQKDzpPwxINA5YYkhOxZvP17t0k+g69fzMjURPWUwCZi5WQwEPZuMzQ8FNALm3he5G7sbBwEe14/on3aUME2RuQf6Li1cpnigKx7/uNyXH4Py10iBnutEqWTqRlMFFWk+6sNYuCiycLGqcN/ChQSqlHCdZRkKfX80+lyK9bMwCnaqjNaJ1T1lt2n0JEIWLrmeOxpdyR6z4ZFJgX708D0u6ctZu4ko8/OmaENpAtK3cCmzEmW+GQJdTlCF+5kywD60AREfKdeZog6NDsCBBzpXkI5vJGX2DxT1ViG0FjjJPMFrN27houLbFJlp/kkgn/OGPA51oJtnAnsFRb/ddbTG3RiY5ZqAM01E9TmY90qjS2TaEYkAo0DXk7Gotj8JJRxf+CqXOIHe/b4wnrIrKtBjzYd7xhmnCXHP+OGWyrl+mmZRF2lkZwNSXYVRK+ZVt8L8QH0NSvvMz/VjRYGfJdClUY5XXlKsFALzzB03zmYuYUmNXcq6QeE1OWv2LIFuqmR0uTWN62ZhHSmj8xFb+A36cK6D6Li8+3LrhAgGLFz2TbnmugS6VaALagTQjlcY+QsCbmFHMH7DTP2zi0XYzYZVPdCn9L2xiiUeg+oxVi/ODtntQ/GkqaoiBbpkDdm8+UFRn5hDe49ovjQR6EcA/qye85R4rVbtdR7orkLaEOhMgU4LfyJvyRqt4P1DepqINgqQENrCxSXQY+MJ+aRT029SpJvkNoA9U+XXbWPs2FqrQG91koD2m6nOdgXgFi76mvW5ZgCywMLlQH9murmbPmepECQPrIVLFx8VaFAIquYgO4Bu7hZijAJd9wyQgMiW99QxZJA+nkugLxlTjklS3lbLTFP8GqHaGAI9ZuGS4qdTAbNe0RWuopJWFORbuJhnXdo5t3CrHhwB5ElRoJPNlBDGYmsnTUT9qrhIhXIgQtPjNbcfNfGHvub9LANFHr6FCxHocCxc4tZlMRDZTg2hOYGufA90HWvRtz8XAgW5auQkjmUEOq11dVkT9cagOQVg1VAZcVx63uIEerJwOX7w/fFI1CRmM4hiDQ90YxVQQuiDirnrgW7IprxEodWMa1u4GMXmclLbf9D5a6MsXKZ4oI8oATKlRWK2EjllPJoK2/19Iyr0hgdV41UJ3MJl1uOBzi1cAgU6NRH1FOiz3CraTTmptAT6XuFavixM8GzfR62VJM0Iaw2TQZwlBXpCWHmCtoWSpJDWSUGjQKeS+Gol64NoSWoPIcvV5ZaEcYMXo3QUIcluVZBl0MjFL4lEjUDRMQUtPVN6oZ63CgXcAKHSiatSycB6xWmQ4xHopmSPMvZzq0AvJNm76LehSYBZXWFGi3XyQD9LFi7kXZ0tV6CzzujbV6DzyqAz4WsJRwbjq5kLgCxc9CLGqrnXDEnpHEVmLVwmyMP9BpTda+7YQs/ZGe4/mQj0jSNeGbSczJnS94Yr0FG6sXgRIdDp/jBxur6Pubg8UKCbbpTKLIRJopssXHaPBZun9nOXcG7091OgsR7d9DMnP3BGRmsCnUgLU9nFFOiGgI/41rbIOwsXnVE5o21RYgr0hixcqCpN/76gajBHVan3ITu2tkFOjZrhWq4UCiiIQPcIErJ8m0Gh8NYpVG7f6MpVs62yFi6WHNefjxb1OJ+vcsmYDAWIFpI91bCy7ixcOgU6xVz9ixBr4bLQ15oDen29lCB2kvIU3+6eVI5ano7wnDZr8vkcKNyK9wD0vooZQNYLR9AwNWHzsBVR1LfMEuhG3EnzkX7UhVCAFhyOUqAfewKdqnR37IFu4sqOh4pVy5jn+4yrUs9EGVTg0bhaRpT0RLwbv3WdlOXWZWEj6xCVqdrpfq8BgDgmPReY90X9GnV1eZkJFLqXTG2sFBdBE1Klm11QL5G5sCR7TeciCxci6TWBXopw7cnHyF0gEegRhBYu3evrEgA8QDCE44xuLirdYwr0TVm4DPgTB9s6lil6sp1g4RJ0/B5UoMcWLz3+xFm5kgd63JJmA8EPBRoiB8o997UBLFpLeBd53AOdk+zzwAO9+wzI5oXUp2UuDNkuKJhXXIFOBLpr11Cyz4KCWzlKgU5+zZY8TLh54Y8NgB1naPyiuXPhEBLTg/NoSWofgc58dPsqWGLN6nwP9FgjF6MwJEVHLe3+q1i41K6FS9Eq5N7i2xLoyjb/9CxcZozUJhgLFz3l17pLedE0KKU7JjSzufmbJfC7/SkJS+9uJpaXQjo+w2skoEeBFFRZCRQ0LqfB6TjAzBnMXoUU56TmJs/+dc8h2Dmm+KvE4wX3/omVz+5CxXSzQTL7rVU80K2PfX+iNqpAb4hA77bprDfcxtd165LslVIQwlXCWs9iY6ZtY2pSoKcmojsHVyH6im2yIykiCnQilwvVMAW6jgk0OV3rubOsWP8Q6l/iqf+68xXIshkqfX/tC31/KXdNAAC1pqVprCTfdKMk5yXtdHyay2V4zfSeSwVThVZ7HreUcJ8BJhYhkFqQlPFkD1dCYOb1bqFnstEihE7h7yrQTSNDUUCQyGKJAj1TAoKqBgdiLjNmkwJdZOMV1o5YipLyuyeVXSs8N9k3uJ9RCo8gOo0CfZYU6KcMsfmIOBVah5n5iCnQey1cIg24jz2BrsKxcqiR5qZgm9NTTDLAnRkFurZ5y0IP9EXkfZhxVBCprUWsEVuwMQp0k/DV90IrAJW5MbWvQKdk6iwTKPT7afQci6YOFOzUWIMI9BKVmWdaX4GuRbBUeRXrv8WrnXeBRKBHQA8Z+QQ1mqgYNQENQHIFOrmIlK6FCwXmGyXQB/yJ+64xVjYSU6D7C5PA5qVpjBI1uK4RCvTY9Uwh3aTJ/HFF/QYGed5sZYJXnFGXF8stXOZFzAPdVaA7inZDtlOWcm722yvd7WkwzWWNXJGapguY2hENEM0ASP6eKca6qREltatufCAFOnleHrJJex0CXezv29d6xjSnCXFPBQu31hJepp+TOD657pdEola9NjFjYDzQ9XOcy04dBrAycIdA16f1mpRxUptwJrBw6fYumxqlbhJEqvJmRn9rjHiS1GVGgU4L60wYEmmpB7ozzm9pwGjZAnCswixhJ+ANPo2Fi1agn6cFmFiTQKdkdC5YsD7dwoUWH91rvgK9u8/3sswkBZMCffNQkcTmKA90vU2Rn2OvxW37nLFJJ/eoRxDNV5WSQWWREbqYCh0VxstENOjDisoeB7k+p6eUSgT69mHEIw75QE2Nu3Go80Cnyix9H2QhgU5qblL91TSv1hVm5tguUcytnzod9twkEvcwoEDX13aeKpNJgW4SAplNZtM++nq4b7tPeDsWLnRppECneV50CX2OudIWLtTMlCvQfVKHbCW1Yr9Agxxu4l4psssrkFGfnB4CXbXduYUSdmwYKIM1VeV6v06BPnLdRvFDPuusTfhrO0Q8jhqRUOTEuyE6e67fvFe+rk3x02mAnY+6Z1PUCOYsYRpY0vpBQun1AVUk0L3j9A+heeuYE+im8p6tkZodxG5jquICD3RYMasv3qI5xelBReOoJtALimE12Vix9+nbU8dgLFxY6NQUcQsXirUoyTsXmSHQjQK9roImpConslzPC6I2a16yEyObl2J2vjuevg9LwSxcSIHOqiJ2gUSgR+Ar0CnQcBXo0ycVo4ZUOSPQ6eZyS0Nn+WyDFi7LrVeCaxQzlp10FwRD3sNDStS+6+oSE/Gu4pzcsoPI+M+ePIzzbA90u69C2gUgVUJeTsrU10yBXvZYuNQRVTmBFOgxC5eZXs0LM8gWaKT2i8rd7SnozlVtSzupGc+IBIO1cCHycOkuCacY0ee+rtCoBor8s/WCKeYpO+lc3Oesp/mwPT5VsHB7lniVSyaYVQCRIDyB540/RoFekgJdsUajKyRYKSjRvG8uTYLeKtB1MDtT0irQJT3TXJXgjRtU7aIJSlKgly1XoCP8G5VZ68/ZNBGlxXKWWaJgmcrTaTa0JQUXjcsFV1ClwelYgGzrisxYuFBC5xaqTFhTge6cwwTrEyxcgp4pYcWa04jKqJjGk/QJ4xAbu0d5oI+oIjCvR8cmfQ+Y8VUFDexJ6EIJFE6yBx7o1FGxau1xCuU2A9RIFi7bB82TcxFantRMgW4TKPpvemgqZW3I6BY0bnXzckOVXYtFoEA3vrV5ZhbeDQrjSQ4A+0KXvXtzaSNbSD13n9MVr0Sg07bzTKAkRT0pwPW8XUrbRJQIdNMzRXX/uvfoWbgwAj1QoKsb+lwkNNPl+0DY3I0U6CCLnBqFjgcbs41+FkUJQRYuPWIeai6aaQ95oD9Jxq/jHBHoIuvWbsByP3OelB+7zxawahw1Rqhm4Fi4pCaipwlWgd79EK2AoHiLGjV6Fi5Q7TgF+gmxcKmZzWWxQwW6bw04SoEuSIFeButKu9YLrWiMhUtJxwkV6GQ/OPTejYULC21tjwy3OTTFWjS3lJlAsdAWXyTmahZBVSjFRo0ew0tRGTsx09CaFOiaQB9qIsrtQneBRKBHEHig69ezNb2ejAc6s3Ch7IqxO9iwAl21LaBL/A2BPjDpTlGgA+HnEN2mx6fN8cY1RFiPAl2Eg8gY0LYOAb9JBXo+Z0HV8mAm1iDUJ9AXbJuZZ+FiPNAbV1FeOmp1ss7gBLouMaXAWA84maqYmkY3ER1FoOufZfJAT2CZ3719gOxDmsaMZwCQgRTo9n5fxerEkPUjxmMnAWfGD3dRpiI2LaaJqOmEXoYKdN/jtoEJSFfyQNfPdGsU6MoEE6aJKD3vUHbRq9xnmnuhEmwTUb3YJWVa06DQpHxNakqtTiiaxqjcG/0aBXe1JuhnYkITUfZ9bU2pwhVUqQT5WMFRoJOFi76PbqEE+oYU6PwckyxcmIDA+oO6k9vCLMLs4qXZ/hrspkPcA32E4jJCoPeNx9JRoOvVXK3jZWaRxT1IlVJGgV6wJGafAt1wFHWnrgUAlevx0FvoJQX69hFVoCuaH60CnQhe44Gut+3+RnYoNG7pOZQI62oRqLCrSIVYg9I0UAOAPSycfQgHlW2udsts37lWig1KYRN6dK2NVutxCxdS2dfkqCUVU6C7jZcbfZy5ECi8a5qj8yEn/3ZTvg9hq+M0CUPPJCn2S9QohGs9J81arQSlGGSfhYsmwjOVsXG6n0AnwulsS6T/ChYu+dGSyjISR42ycJmyX7SJ6PEmRRPGQZJynEKshs1HeuozjWaZAt3wGiSorF0+6CR5oFvrk+XCn01BqdYk96g5vR+PKKVCi2RqIirCCjy+1vOtaFSmFei64bEy46y1LpuPUN9XRoFut/F7ZJh4Oe8EqmYOEAKF5vJorajqBQSJWhoJpaSJjWodX+WiNr29GuKzSIE+v1VvW9j33tdENFm4HB18j0sKRrBmps0sCJgCnUz0gyainEBfYwLj1znFwsUhjDxFzSgC3VOiDl3bmCaiIpsH6tAxoAdc8CzeCqRdAJOpn0bUOE0/KQvorb6tr3lo4XJ27nqgLyLHy8jCpc3RKiLQ9SLAs3DJpCXQ5SoK9ILUt2J7qtKEY4++Z5kn/zKt0lpI6wW7itWJipak9hAkvAlxrwe6Jcn9baL7+xYuFHw2QAbXB3cKiEA3TUQlkBl7FmrISgQ6TINPepYXTod5j0CnZDB1ni+YTYtOsJJqzWT4GxvM+Ap0o0wb4SUYLyHeNoE+m5TYTNg+FM1zRcYsXLp77UWlLo0XJeQaam5+Dqxh4RLznSRwIsx6YCcF+qbhJDO8xOYQ4o1ge8abiKqT/I2pYmohW+de4BWhGSPQ++JlKlNGY0vmjYVL6Vm47Eg5dTNjwVSI1vLEEtoAUEYI9EqH4p16Oq5AJ8V30TS2OsVToPM5s0UBCUag6yZqlUdsHB5cN/+/Ze+cvlaXQHcIBepdom1IuQKdFOPUD2UmYchxQ5DocbTWxysz4TQRzQCUWoHeki0cqQ9FR1ABlqSn57bW93/OPl8icZR53ksIqhbued7J2iWDsGPDgIqHEhJnGiLQxXgynMcUE+w6Nw2n8nISgR4Z45Yp0PPySNX2CZuHIb41ISkaLeYEDBNoyVuq1m+NWk74BHpszXfMOQDbRDS0/9gWeBWN7cviPVMOT6eFrkaBHlbgmTGfCZjMOKoV50Wpj5M1XdI/kjgeVKDTZ9UCmSG1u7/5Fi7UY6zW99MMCmVDwiw9p9QL01hGtQptY5OjrX5/BVOgm3Np8Wexpwl0QQR6pIkoHyN3gK0S6K9+9avxR/7IH8H58+fx0pe+FN/3fd+H++67b5unXButUkawZHyCyP91zUybUTOqHDAEuiZNavK+637O8hlKPYE1a1iOGJIHIxt7Ri0LvCai+3tGZdpLoO/tAcb7qEeBPkKZ6PoTr+CB7j3g/JhrIapKGGPhogc+pkBvPMKg5gr03CPC5q6FCx2Pk+1CUDVDjkb7QczyxtmPFBk5KuuNSGqaUSov/f1Tp60GUEwlc1JwEseo44g+NUJlGkNlECok0MeU5I89V3Rbx0c33oTYEDXca1fvp7gqqo8g0c+AaEQ3tkfOMQZtQ35wRKAra+FCRLZWi3dl0v7fKDjMHAV6Bok9Gmto8UxKuZYR6Jpcr/S43SnQKXAqgDyH2NtztuGBaK+agQfasy0rVUhBVUwbl48zTssYxRt8koULeaAbAh1ANaAkXHoOo0DPjNplWhPR5RVrvGnfjBJSqYnoxhH3QB9v4cKTIH0xX0yBXujbzyZ8Wyd2dJLCggQJsjdedggLpvhz4l4Nn1A/KThJY5SZJ4VdgDeKEsykQLcKaWPvoqfUHA2zPdTfZ6YtXLTie9Y0NvlsFOg6wc3nTBRoRKcoz1WNwtgvegr0Q0ag798CAJAiR6uUW3nmKdDJL9b1bXcV6KVk1Wx6yFSUuNfz/F7uKtDnmUCmyG6GbGMo+SBMA17TRFS5Fi4lGqtAN9toq4hsZhTofQQ6KdMFcmS6AV2fAp2TR2eb6/qaxfj4wLE1ObqqtlWbNk4iOh1h2OmInwgnaYzaBiiRQpyTYBWzpEAn8haa84JqrQf6GAV6j9vAcUHNqnV8+49tgcePuVGgezai7HMzHuiCEhdlwF3FkrGkMJdEoM87yxMIBSkbS4iPfO+GcG9YhZJn4eI7VpgkKoBCCxFo3lTVIasKlZCH18y5aiLQs4rNRdREVF/H/ku6a6A5NlL9zKvTd4GtEugf/OAH8apXvQof+9jH8J73vAd1XeN7vud7cP369eU7HxEWLEjwFegbayKqcojGvTmocRG3cCnI425TCnTddG/QwoU1zeOqG15i0kdc9W3Tl+2OBgTetTn+xCsQ4NzCZR3SLkDMF2/E97RwLFziHugV80n3LVzOaguXhgh01pR0pqNWUqBXkinQM1fBSorWXC6sAh0jFehSggR3VA4mGgEsbgzvdwxxEseo4wjHjokT6NRsLSsBM/m3gV/sSufiZfe9HuhcXR5PEJkqFxFuE/VQ95vE6Qw5mKJjHQW61EFG0cY80CkI4o264Pyt9CxcCrSYm8ZjevxgSjkb6NDiW3uZto2jQOefd0XbZNlSL8Fo6fG2Au1TaOFyasYoTWRze5VWEzQvmVsf4BvNGt+XIel5E9HxCyTFKvBMvOA9y4uY4jM1Ed04eDWkmDBfSCfmG7b9i8WrNOYKUhUr6RynYuNJpiyBbu2/dLxMCVZNsqO1FUq2iejpsHA5SWMUnyft80s/WRNRUGJZz71UiKy4n7j+zimRosezsqlNhVjtKdDnWWYSbw0KNJoALtEgV3EP9EV9oM9dYW/fNsetpHKaiBpi3hDo2o6NEehkuULCsLIF8531LFz08eaZQM6EPmUmkKtDfa2AELkhT2YIx0V6JrkHeq4J70a6BHqWzawVHq2zPEijQM+Q6QZ0CjK6Lf8szzbX7Hsfa1Hi2JroePMIqtpcJXm8Z1h8vwkVgPy9GrX98VYVj8VJGqO2ATMf6XGAK9BVjs5hwcxHmneQDbNw0WT7CfZA59VHu4rdeM++PNccnL8GZS4NpgpAczZuHKOFtsraCM7Y+1BKWQsXItABqKY2BPvY925I+laZxp6G1CYHAi4wy0pm46VQNj6BzixcWoV2YZ876s1VZBVKVg2lRAtojrQ4qwl0/Vk4Hui+An1HcVSxfJPV8a53vcv5/Zd+6Zfw0pe+FHfccQe+4zu+Y5unXhk1CxJM2XvWFWo6pPAKpSpmcSaZAl2QAt21cCnywijQ1/JA5wqb2fJJl2eUHMKa7UMDpqoq91hNA+gH0myzWCxtIjqk7I+XVI9fYFsLl1mgIF0LFHRNbFYXs2epPQsX02i0CC1czhgFOvlzdtvOuYWL7sJcNTkaKuEsJIDcnMtYuKjKqmlGLlJVfQiQAj0XHXHYAOrw5CnQT+IYdRzBGwKjtMkwSv7NspnxgTuUTeAXO+lcdWRB0EegR9Xl/WOMv41kZcVWBVk575nGcNHAKtBXGGOk8UC3CvSsVUAWloFzBXpFJebMWoJbuBRoUerg1zQeIwV606BsiQzgBHrb/U0Hak2eO/NfQwp0pxFbPBiLKlW2VeoZK0E+4QvA0zJGkQIdOiksYT3QXzI7A6AjN260FV6Cs5EjjDkHkfQrWrg4TdSt7zWHWbyIMIBP2ByGxuXR+2UlpDzo3c9ZcJWuAh2KCEerHJeyQkMe6yIHjEq9cbbh6wMqqRaNcAgLToQRTqqFy0kao6qYYtvYkOiFPBoUgixGoLch9WIVWrhkEkCGKssByK56y5uzHfUjU6BLMdfnrFHo8ccfTw4XBwAKFKixN78V1HSoktJtIuolweusW2uWqoE0pL+OBbRyvJDK+s4SQdK4v8/zzBAb3XvIkEsi0EWnPlRk4cIqc0gZSBYu3GOeKmWNhQv3/M2d/XxISQR6bkQPEnEFOk/sn62v6c9gRQuXo1SgR+OoKQT6hCaieQmjkjrhAgTCSRqjtgH6zknZjBYQinymXSLcmFNL1kSU+tN4CvRsxtZ8x5xAr8xYmY2yMdkErECLxZS+BzoJivIc2dztq5GJGSAoyehWKHEbwVqqLsbOyPLEJlplU6FSuvonQjzHYDzTW6mrjwTrkeFWFglN8teMQPeFWaqtTV5GtQptpQWXNVDvdbFUgQbG8S4XJnYCgPKcJtBh55nCU9KfKgsXH5cvXwYAvOQlL9nlaSeBe8+dYeRlm+Vupm0FBZ1RQ0phPdD1f2jgMRYu2cx4oDdrZLsdAp0pwlUP2cEVlxlZesjaKTHpVaAzu5hR9gqmCd+AB7rTBJAWtFMsXLgFDFvgrItos5URFi6RJqKVr0CP+JoDQJEJzDX5ULUSSinWRFRgZjzQu89nwRToZUZNRD0LF2UV6GqkhYtimUPKkqIB1OHJU6D7OAlj1HFEX5BuFOi5VaAvIn6xUzClmVLMw9w/Z9QmilTmEX90WuhJCiSp1K7tmlrx/abANBE1Fi4diQ7YQKdmPue2CU63f+V4u7JxQ7SY6bHP+J/mlkAvSCmgF8uV/slJgCYvnDmkGuiE7mPV0uOVYCxcuILqdCwACSd1jHIafGbC2AUAwBfNbc+UwzUSHoYsL8SKFi5uSSoQPsvWwiVLCvQtwqmGzOLfRQzkpSxEfxWB2TaiQC/ajhxXhkAXgDlO4/QpIn/gBWsiqlTjxMLGmsIrmXcJiw4nVYHu4ziPUWaeFAKlnicbY0NCJejMM5zmRUW2h1yBThYuurKTeoM0tUk+03ixYEQ3zd2dLryzRSvQINNNRCutJiQc1odmm/nMVussmtptIkrjEXmQGwV6ba0a9T1YKao0syX6xsKFFOh6DJ2XOQomLussXDrBTK3gqg9ZdRwl9+lZbtjnSwp0o1InZWw+Mx7oXL3JQcr0DLluYNevQHfW9FqBXimMjw+4hctx8ECfqPidpBR2LFwK97VThuM8Rm0aSkqT1DUK9NpaTqpcefORJj1lzSxc9LZkBXMCFeh1ZKwcaqS5CfBm6LzCmY/vRhRWlra/AVegm/2I24nYCCoF2diKnYBA59ZlZk7rF5fQuFk0YE2m9fX6Fi6is0g147tSKIw1qLkICKqMbiSkJtBFC9AIU4L13coAlTEC/ewXda/reWaeZSh6LFx2RaBvVYHOIaXET/zET+Dbv/3b8Y3f+I3RbRaLBRYLewNcuXJlV5dnryFizg+ECrzVPNCtAt0kVkiBTiQGt3Ah0mMdBTpfIBTs624a86A62zse6HbRwEtM+gZM6RPoS8gSdwCmbeMWLp29wvhFlL9/JkoI4Q5Ca4FbuGQUaIxXoHNyvPEIdLJ5KT0LF7+paCOV20RUb5vrm2vR5MYvqvQ80GnA4QS6NAmT4c9HHVii3AS9J9QDneOkjFHHEb1NRFuy+ijNc3vYNjaZtcKzaEpZmWrQHzfMttzTeJkCPdLtPKZg74JKaZQY5DmHBoBelK7lgU7NylqtQAcrA9cxV1eGR4t+6L8xYo8p0EtIzHSZOCnQm7xTphWtJdCpeagt7W70ojlDUxTO/EcLc7eRSzwY46XHU5pfrYRjohbbFk70GEXq8CIDpHII9PPlvFP8igI3Rqjq+qD4Obxy0zFw1cvxMYpiRE6EJQX65hFVoE+0cOmrIiDwuUQU1sKFz1ctYAh0qayFS1chqpXICraqStWusAR2fiDCArkmCn0Llx0t/LaJ4z5G8XnSkChGld397AxJNAGQ0X7dz1JECHQtmzNEAFegM5ufbn/fA737zkvUKJT9TBplq8wOqwWAcyhVg2J+Frm6iFYUWFQHqPS06ySzKTEgMgASBRoI00TUTRqUkhEktOalMnr9+16eOR7opRAo9LutlXL8b2dOVZo+nH6WG2ORU1sFurFwoaZ5e6ZfTa/1ktQEuiggyAO9j0AnsZAA9upO/NNCQObz7pNYFh84YqkjJNB7bBKX7jdBcGLf68xad5zCJuzHfYzaNByexrFwMZ2RnfsKpDbnFi5UFTLkgX7MCXROPC+zntwU3DiGODgFpVhz8thnqecUkc2MVRzFNtbCRVBBJyqp0Nb2fs33zgIyAzIJ2VSoda+Nkidwe/hzpRSzcJHWl5xZsPjvTfAkqpLWwsV8EI2rQK+JQBfGQq1Ag1Ja+zBOoBd7Xe8PQ9Jn5u49MguXnSnQX/WqV+Gee+7B6173ut5tXv3qV+PWW281/17xilfs6vIMeIMoTkIYAmGNJmiGDJaCWbi4CnQiy2e5VaBvxMLFa1jUq9h0PNAt4cRLTESexxXo9P8sg9CeuUPnmmrhsooHenT/TXQVJ5/WiY1lrD2LYB7o/RYus5wT6MKo1mm7mlnC0LZEoFdthlaSAt31QCcvsELZJqJUjsqGvCgUa2hkGuO2OJEWLhwnZYw6jog+y1XtjGekAqw9T9nJ53JUg8O2VFIvtIZ8dB2S3STpKr0/V0Ha8jtuQaL0YL4xCxf9yGey+wfYIM/atMCozA2BzpK/3AO9FBIzTXhT8GEI8Ka2gQ4R6HreK+sapVaf1L4CnfZ3GrnE39ekEuJ1EWuCdYoWgCd5jOINPlFk5j4DgDP5DEIvCg7WISe4yp062U2wcLHq5dB3ksCbAfolpAmbg2LVkGM90JWSrGqxXMkDvWg7cpzuhUbBkgfMA32WzcxxG7jbGDFJljkxklGg5ypu4XIKFOjHfYzi86StnqK5VMfLXIFOXuYgBXqFAvS90/epj63PUTD7s1oqSKWMFcwsyxwFemssXBrkTHHN1YELvd4oVIO83DfXtqgOHDLFxAR6LjcNwR0PdHqvlChXKJjqD0Bg4bJXFobYADpi33w+soudDHniJCZcr1xu4RIq0IlAnxmro761mllLI0eWk+VBfAx2Kg4au0aptXf60vggZgu3iTXkRKxKWDqxueEvxjQRPX0CBMJxH6M2DV4RpWjF0Go7YXTjF4/vjV1L23Q2LkBIoJ9ABTqNlXPHO3x8fLgKVIRT468DPTwdNXaNrEudqiPqp6EUJCfQi7ldj7aVqYDqSPdhBXqjABpNi1qaHhmkQEer/dZZrJVlMzO+z6Q0Fi4NeaDLxljRqJYr0IVJTne9MSIK9BrI8hKQto9GtInoabRw+Tt/5+/g7W9/O97//vfjK77iK3q3+6mf+ilcvnzZ/Hv88cd3cXkOFiwY4QR67SnwVhkojB1AmxkLF9lDoJdZuT0LF6DfM5iVm2RGdVM5vsN0PH7d3blq529jLVycshXfwmVND3R6wN1y3k0o0CmoYoHGiKDK2rPkyy1cmM2L/d0+snWjPEsYTaBnVoFOFi6FsXBxfRlzHFoF+thFKnVPFnYARQ2o6nDp+z+uOElj1HGEY8dUWJ9rSzaU5l5plDAB2ipEM/dbtx7ofQlBnv2P+89ZH7fSURF228YTeG5AyhQdUmfo12gi2pKFilTIG7dixPiwMvsIupK+5G8ByZqI6iageoFdNA1y/dlRY9EK1MSUqQGKwiHATSd0XkLYp0CPBdrb8kBvYs2dT8cC8KSPUdYDvbNwqTLzBxRZbhSSi7UsXCgSz0y56FgFulLKUy/HE/Z1JFG1bRXTzQgu5hjrgc7H3Syb91YRmO15fEyNldsu/qZztYxAl7KyMXpu57RWCWcbsDHPxP01U6CThcspaSJKOAljFJ8nAwW6XhIXjgJdAMI+4wXzQKf9iOwgJd2sqY1neMXUfID2Ko8o0As0yJgCnVe1LPS8VqgG2WzfiF4Oq0ObEGDVYKaajJqawhLopECvyd6RWbgYBbqxcNEe6PPCU6BbAr1L6lsFeinALAK67SnGakyCojFJCKMeJAK92DPxYb8HOinQSwht4dKrQOeVebUV/zTFnn6vYy1cjpZUdkUqdMNNs3DBMgs9XsE3obL6JOEkjFGbhrNe4ZZifR7oNG+2FatI12ubE6xA58TzrjzQeTN0iikBl4dyqkvoGdWdOzvi3VbA8Wue83UgJ9BlDiEyCF3xI5vKrM9mHukeAyfWi4b1yDAKdGkEBkAXawlm4TJTYRNRrkBHq9DqxthohRWlMAuXToFuxQfdtlYEFmsiKuvdEuhbtXBRSuHHfuzH8KY3vQkf+MAH8FVf9VWD28/nc8zn821e0lLwG1MIgUJ02ZjG90BfSYGub+5WUOWn8W3bhYULmIXLUs9gxw+4CUojYkp8P/uzTK0f7Q7uEWGc3LJlvFM80GME2AaCH+6LN6Gsr4oQ3k2gQNcBH7Nlod8LpiytWulZwmjvZK1AP2xyNNIj0D1CrlSHpomoEmWXdlzy+ZLSXORscmhOJoF+Eseo4wbVNICenN1qEua7ltuxp1P0DZfoDp4vOm70JQS5gjx+TsfChbzmyAOdEnBs/FGycj1uTYm+MAT6ShYuLbNwkZ2VgH5sbSMyTW53Ki9XSeY0EXUU6AqzrARQmeCjW2C3KNsGpR5za6NS7zBrNIGekQJ9BujkSFWQ2oyrGXo80J3vK1m4TMVpGaMcexVIo3YUtKDT89DBOgR6w1TuFOyPXCB1Cxq9aHE80PssXBhhlRToG0c8Fh0eN3h/m040Ea8iIMQV6EoT6KRAF1CkNFasqiqbmXHemdNU4/TpMPFmq6tPAdtEtHCXYCfVwuUkjVGkxOPN1FxfcNVZjBBJngHIM+aBXjE/cdsUtttfH7tpUGqFdSWVU6HCyZu2a/HdvY4amWQEOttnoefoUtUQZWnJ6/oQVXYegGedoufySlBCoDaJflKgm4apDfNAJ7WgiUW6F/bLwqjUAWCWKds7CQCY+rAjdTKgBWpqfkdNREnQgwY5EeikQNefl2AWLn1rPRvXFcjyzppA9ijQneatTIFe5Xtdq+qxBLpDKu++qi0qRBjRi80lOocrNk1ltRM/HW9SdCxO0hi1aXCBk+FUGnQWHwBU4a7dnOQJPYPCI9Cjwpjjfa9Yfs9W6+zOA91VoPNYJdrfwCjQS0hl+6sAjL/xSORW99Ag4txRoOcskZi5xLMPnlQoaxUo0FWrvFirEzmQOrxoW9Zbi95wA8EV6NA8kszMdRRoUChK3sL2F9MydtEKNCUR6JnxkQ880HckRNgqgf6qV70Kr33ta/GWt7wF58+fx1NPPQUAuPXWW7G/v79k76MBn2y7nxkaJa2FyxpN0PjAJVodSJuOyC1U29omotzCZY0JzGm4J0Sn9K7rflLbEEYzp9FfYM4/YOEytI1zLmcAjk/sbhNAl9xaBrfEpL8p2EpYUelYGcsVbuHSr0B3LFyKLqkzyzNU2r6FyHbyRxeQhixfNLnxHORNRJVShgQomAd6SwT6UgsXXXrjEOgCanHyLFxO4hh13MCf2dADvXt9j2XeO09ZIiRW8UCPVNX0jTE8+9/jo2stXAYU6J4KwBDoRWFtHxpAaAXaSgr02nq/AV0DUaGfbwryjA9rZseGxigpWCk390AXEvO8I9CVyNAKoZVpbddEtHYV6AsS8TYNCtkCmVagM8VkXTC/U+OnN0ygD1l1bQwxC5cTvgA8NWMUs3BRsM35SHlOFi6H68zPRKAXzMKlz+jRA18QZD3jRSNtq7oZU5L2JY8SVscqHujud7jc9i82l+QSerzU4zHA1OU1KtgY3VZVATCND2sntuUiA8cDvSwhsszE5LT9ScRJGqNIiTd3rEZKKBC53LoEr+jGE5pfC2Fj5tpUFHSWPKbxmukf0i3uF5KTz1z5XqBGR9LlaKBQYyZEoFqnqpxCtRBCoNTXdlgvUM/CyrMmd+3YCjQBgV6zJqIFedwyj9ruONrCZa80xAbQqcxz2NitFXtMgR7auklj4UIEum1qatSDmlzJcuaB3vfcUmWhKCEKaiIaH4N5z4q8OYBQEkpkaMjCZVl8ECWVj06B7ih+l1TyKaWmKYWpt1cxBxotiDoCu5pt4CSNUZsGn+fMHMnXKzm66mESSGZM0EgWLoMK9CWJmWMCW42yQw90h4MSEKLokuwRC5dsNoPIc0AIw86KbIZM0nq0+xnr1dg1ESWbaCLQ9ffY1q7ASgzHrfSZZOgSrHZ+oAol5YjEMm2RSg0+Z7ITZwGehQtZejUKrdQEeptZPgq1mWdqwRXoeq0ghWPhIslezVi4eBzklrFVC5df+IVfwOXLl/Gd3/mdeNnLXmb+vf71r9/madcCn2wBoNSfUNdEtN9qZAykZDcDeaDzMo6mcRToxsJlDcuRQDk+oNjs/CO71zvC2iq+uY8tP96gAn0sgT7ogc5Kqr0ylmVwS0xmKynYe9HyxjIsqFqykI7ZswQEOvdA95qIdj/tfovG3TYnySqAgyY3Hui5TtRUrXTVMMzCRRHJuVSBrgn0TNgAtwUUa7hyUnASx6jjBq7G9p9lSgju5bnZhqv1piq1VdsatbtT7tanQOcWLp6PnNmGee36fRIkJ9dZAo+PXWZcZ4nR1ZqIuh7oRQvTRNQo0HXgM88zlF7TT6tKsMQAABQCmOWWmGnzwnqjMgKdfM7NcdoGJXVSJwsX/XnXRoGe2UB0jAJ92wS6SWyWp0ZBdVrGKCJlhGfhQsR5poOiw7aN7j/pHDlrIjpagc4SgT0VK/wedzyUk4XLxsGTn7ah/RIC3Vj2FV0Jc08VgTmH05jPWrjsZVZb1PmB2oSvaSLKVeoAFPNA5ws5LjKgknlVhHGy//+ThJM0Ri24IpklmlvkqDSh5FiMZN14QvNiISpTtdmCfZ9lae1UmtrYn3UKdCLfgUwIlFRCj6ITrqBToCtZB76ugCXQSxCRrqtM64XpZ1RyBTrN02THBu6B7qruOwU6xRf0Ybh2cvuzEjNHRW8V6N12e5bYyFl1HCkOSYEOspRhHvNEfuiEVVbsO2vPGEzMlZVMgR7d1MYzQkCoFqU+ZmUsXJbEB5xUPkoPdLInKCfEUSwuHlVB71TwnS4LvJM0Rm0ahqAtS3e9Ij0LlzwHsowp0CvbI4DI9pPsgW5ERrYPxbb715g4RpTOTx6TcFvS7mfJFOhs7cr6iAGuWKqWCqrxFeh6nV0vohafrQJk5P3zRINqpZ0fTEwtrSDYxFoFWkqiyrgCnTzQ0SpInaCTsjCilJIr0JkHOt2nohXWZz1i4bJrD/StW7icNPCGLAB0oCOtAm8tD3SmRDEWLnaxqOrGEE5lzixc1iAAfFW4KEuog4No6VefAkvJKiiNiJWQ2Qm+fxvn2mJKUo8IUyuU8cbeT9+CeGXQd8ItXIAuW5v3P1ZEjs+ZhUufBzqpygmkOC2LDKha1K0KmohSZ3sAOKyF8UDPmQKdL/ZLWAsXqUlNgSUE+kIrE06JhUvCenDGwqKwZelNY+93Tfa2ClAQoKlnqlKbk/VjFM2ugjy+KOMku9+sTvWoIN2ANFKiv8IYI0n1pReCuQSyhkrU9GJcb1tmNrlW68U4T/6Sxx3QLXbnbIyqi8LsUzYNSj1u0xxnFpxNbRvBUBPRLAOKwqjV50xN10ciOoE22Xptq9ST96bI2AJQqU7VcQJxWsYo44GeZ4CygXVGCnQdRh9uwMIFRdaR6MBoD3QbL2TIssKpwCNUzOffKYU9Jd/RcYLrgR7vX+HDX6wuU647/TSYAn0v9wl0qy6v9bHKvHA80Ilk7xToNrY190/jWbiwOJnunpNs4XJSwMv4udVZg8KosjsFOhEAXTULza85U6DzJqJiNjPjQ1k3ugF3R7xzn/LuJ1Og6/L8Ag2kajATAtfhKiMPZQvkQCldAr2qK9RzaylFyWzqUWL6mTALF5NwJ7KjkSi0vqFhCnQpJVpSoO/PjQoR6GKKnK1dW1gF+iwTmJHIR/+dYqzaWOQ0yAwZpBXooAqlfdNEtK9CURqhV4lMe6D3NRFdGNJMX7tsUGUzNBkp0MdauJRHWtXmJvvG8RC94pa++Iur7U38dDqasJ+kMWrT4DyQUle6/zcCSgogA1SukDHylgh0VVdQRoHuE+gRK81jT6BHlNs78kAne9AsKyClG1cGPF1RWAJdlIaboXUln094I/tWE+iZnlMMgS4bNg4KR2BVK4W5tzbi1cyqVSh13NKSDq5RztqYfpICvWysAp1EX10lA7dw6fiiFjbm4RYuteAEOh1D2EqnTCAjZbzex641T4EC/STCNhnQBINpyrJ+E1HjhdjANhFlZKWqK7eJqJ6s1/JA90oahq7fbcBkCWeHMBpsIrpcpe6cjxMrPQOwURRNKOM1+3olJlP3H4Rj4cIe1iXBWB0hx30PdO5r7lu40L5AR4Y7ivYiQ5HZ++mgyawHurBNRBeOkoQ1ETUE+kgLl1KABkRRn0wCPWF9KM8mij/31AB5Tv7apGIQq3mF+wsClDRuLPHKzJi/uff8W5K9ZERN95rNspdMwW4rcjCzBIlo0PW3YPtNASnQaRGbS4WMXtNKAeOBXuRmbKi9LDwvoe5+h/ZA79DkhdmnbGoU+r3UeTfHmXK6pkGh1cBdBZYd+6siogIY5YGuo8IR3p0rIWbhAsXKUBOOCo4CPRfmHiTleaYJlMUa35XxWc+7cwDQXSCXgzdQB2AqTvgYRfGhQKcmTQr07SHqgb7UwsWO9wCWii44KQXWRHTOFOgSgCSlsaxsVRUfU5Wd07gCHTNm4dJ6ij+Kk1kj0ZOqQD9J4IpknmhuUZgmoF0pubbnEeg80GlezLiFC5WL6XmRW7i0pECXDnEDwGsiWppzKhVXoFd6TCRfdWpwumgqx9PdJLN1Uobu+kKwJqKeAr1sYT3Q9faqVTisbEx1Zn+GGfi6QWoZhK7Uy/YMecITE4ZA189A5Xy+Ou6IWbjQ2NtLoNNzPodYpkCnz56unZIPYyvUDKnMk/JHQKDzZN9IwlIOVIdG4ajtT0cPmQR4Fi4soavXKyhc3sZauDAFemDhchIV6KEKe9viB76+BGxyv88D3fzUZDWPf/wmok7fC6kgSYEOj0BvKvM+OelO+/lweNBGogwsvqSNa/SaufNADxXoTQadhFEgWzzV2mttpe0z0PUe0WteIaCEp0CXmal0mnuNYJWURoDrN2ffFhKB7oGrEwAb6NRFvraHqymdqRWzcKm7khl9zKiFS0/56Rj0W7jEFOjWgkMw1Y9DGPnq8gEP9GU+bWNK+10P9IkKdL/EZOL+g3Aay5Th6z3g9ix9Fi612UZ4TUQ1ecYIdLNtLlDmwvifC1GgasAU6I3ZpzJKGteLUE1UoIs9FrG2LrmZcPOgtzqlrk25+5w8ZM1eq3mgh2r3JWNMpIGLT9rzPgl+qVyMxJGqYgr0mVOFYRSGK9hEkQc6lVHnEsYDHegCPVKOz4oCM60yq3UzFV52xxUGM6FQ5CUyampW5qjIG7VtDIHe5l2jbEPEN63tpK7V6UA3h5CFi+t32qdAX6H0eFWYxW7pJjZPiY/niQZr8ClywRTo3ev5Bgh047NeZN0Ehy7YHwNfKSREqIJcsGdMjLj3E1ZH1AN9SSzsJ0GWeilHqiALCeyZBmMCXW2ETfhSjE5VVUAXzrsKdEbMk8iggWH5lPbMpnMTEoG+fXAlXsFC2E4N3v2fe6A3GYBCMAsXpkDnHsKzmWvhQgo8b24GLJHe0dpk4dJAytohBQhG2U4EOpHAbWMJYt+SppzZ9yOY57iy5waAopZRC5eDG3Y9uL8/Q8nGuALkWasT7JiZ8v1O+JM7x7O9AsjCpUGm6+movwspyLPiDLNsWqJAz0qIYl/vH92Uef/quIauZbQC/XiQynIFKzzz9yyDyPPlxLvj9366LFxuZriWk5H1ivZAB3wF+oJZuLjHkvX0+/GowcfhXcVuvMKZ/+Rjm/StR5iFSycetWKOoA8PSwSY75YsXCgmkVWUdKf9fNDnNNcWLtRE1Fi4MA90KzhhcxkTX9UZYG2B9YFaCdl2PFIDS6DnaFEou59VoOf6Z8YU6JkVOLNeD0BSoB8Z+gKdNt+AAt0MXMpauMjGtTxgTUSNhctaCvS4L3ms6Z5k5a9CCFeBrre3ZT5h04iQrKfPKj4Bxz20PHsFtiCaqiBXnhrJlmRvwgM9pnTEoDJBSmWafs7y5RYuszw3JDsAY9lQMOK95oR8ZhXoQpSoW4lGN5PI9Q1XNdIuIESGjClTplq4qJkdPjoLl5PngZ6wPsIxxqrCaTyba0LCeIaSAn1FC5eY2j0Gk0TLZsh6LJzccc9VnTrkOmtCHAtI0Yj1PNDJd1T/nrfKWLgAnVLAeqDnKHXddSMyJwjyF9Jl1r03s+ifF0bJXjYtCv3c1rpRNtmY+RYuvPrIWrhkS1W4q5QerwynN8X4xGbC9qFYg0/kmfFAJ+I8MxYu63igsyaiVL01UoFuKklIURNpQFn7StKkQN8aTHNmxwN9+Dk247UgBfqw9YvTh0fHq0ULQwAa5Tmosqg28XifzYsjONlndn5c8edZuBBOqoXLSQJX4gneBBtFXCEtBBomZMkRV6DL+dxotDmBUEnlkPaAq0CnRqSkQLeKQrsuMHMyPAK9qV1VJbekObOPhfFe5wr0jgszRESjIgpDhRucQD+77xDoM+Eq4WU2ZxYuVhzU6E/EV6DnzGOe1tykIBfFPlOgx+cCWsOJbI6sONO9lglmN2FhG+4Rga6/F2oiuixWozUdt3A5gqo2R6A2toloTwV6bP0PIO6BvoaAL+F4wFbMFiASs6uY1RvknrsAVWAxCxc15IE+W3JfHRMYaxI27m+9iSjrsQVYYQaPSWI8ndKeWdwNQqk66MNTZPZ99CrQW3eeyIUw5O+QAn2WCahGoVB+glUFiQEhSmYL1pi1oxQCraH89b3UKEi9VmtFNw6XqtJVTZpAh7JNRPU8K1TmVTpl5nr5mjJLCvSjQcUasgAwN2dtPNA1cbxk4orBNK+rrAJdqipqecAV6GsR6I4SJq4cJ4QKLEYYjWgQylWZy87lXtuMkW796lBbxjvus+fEGGDLeVchtwI0jKgRwqrQB47NA+KSeaDXvoULs2WZR5uI6kGjUaaJaJlnyDKBeU4K9BJVI42FS2YsXCRbQAjkomYEut52KYGuuyfPyZdKZ7LrRKDfjBhSoFtLKk2gUxBGCvQVLVy4VxwQr6gBWEm/44FexbfJ5r0KdCHcMjp+HY6FS7O6B3rbuEFKLoGstmNDpRTqjPog5JhRo7Asc4JA7s0MdEFWllkCvZpxAr1GsdBKMO1zbsr32gaF/lwbpkBv53NI5uW6TMkheekxW/htxZOSxuXCrww63oH9zQDjRV6QAp3IFE2ga4KjWpGYUFLZEpecK9DHWrho/0hS1BjfSTteLFgTKsDGiURwJWwOvPow66ke6ttHeKKJ5R7oNrmXS6sul0ScG3KcVVXRNqoj2CUj2U0cO7cEuq/4ozksY6R5UqBvH6GdSvd6nwK9zoC6ZAQ6t3Ch+yIH6v0zZpuiaawCXSqWePOsQVGg1eNMYRToel2g3LkfAEoixIkEbhtLrvuWNPtnzHnzzCXQJTKT8CkapjA0O0scHGgyRirM9ubm8+qu1SX0G1j/21mRMXu5bnt6bmvTpLU2HuiNb+FSnLFrT8TnArI+zbI5Mq1ABwDVhjaStO4iCxoi0JuxdizN8UjKR3uGtS3UQMJ5zLrdwTFR2ydsFsbKZ5/fvzBWwtQEGeiEj0LPbao+tAkUCnGkhGpbJznTJ4A8buDe4SaJufUmop6QMyLMiHmgU4fKzlrU2of6fXhmTIUtW1+BbkVjvjiY3n8Vef+8MXXXRLR73fbIkAFfmGUlU6DXpnoZAGpzo0m7vx5rSIFO1lqmiagQUOSoQAp0ldlGpUKg1POLr0DHjuKoRKB7sBYumiAwHuj5BjzQ9T61sh7oso5aHmyMQO+1cAkHOqm8B12ECvQYSRaca+RkHQsInOMpaZUGbBDh3lFD6CvJ3ogHOm8sA4wKNogYB0iBru8tpkCXUpmAssyF00TUJ9A7BbpyXtunSFjMULUSrR5IM+aBzrOLmWjCJqJimapBB1lz6oxMr6dA62ZE0Pk6ZuGix1MiGXhTtimQ/ng2toloVlpVk2/h4mxDBHoLpVqnTM1aWtXOdTglkRRrrjDGSD0+1FQeLRVUKx2lABHos6JASWXSWe6qElhndqALNLgCvT6zZxfkbRMo0E2petOg1AFxnRfme2329pxzLVWgxzzQlQLWUBr3wqjFZp01GilpEoF+9OixcMmFb+GyIhnN5lHyWfdfH0KwIIg0HQ4qFM0ibLVLTuiHa58V718R7uMlQZZYQZjKSjY2dR7ouuk1qHLKWnPRnDbzq6qYT7qJhfa0zQvZf9KQxwgLvthLBPr2weNfAHYRjhKVHipKrkDPgJoVEhTZQWDhghxo9m0p+owRCG4TUXfcaFGiVpZAV6qxCvQRBPqibZ01K7ekaedz5mVbg3ugk1ocAMpamgah9JSoVuHwsHuWCqk6uyrWpLOgMVv/bIVtIlpmmW0iKsh2SZpzd++1RqEW9r1JCaXfd1acYyRTD4GuX8/yOURhExeyuRFsa2y3PAK9GksQt6zf1REm5V3C0ibdhsR8/ev2nn2iTURT7HTSYdZHeyyhWwOiiVREzWx8r6oFQM8g80hStcsJnTQLl3kmolZZ24BRaotQmErgfvL00zQRzeaOfSjNC6YPDyPCiUDPSIGuf8q2ckhx/jOWQKil/ZzQKkug07qytU1EbcP2mZ0Dalu9DAANdfuke6nlCvTufqOqKjNPZWAKdEugm0QtV6AzAl2UnYPGLpAIdA/+Asl0NS82Z+GCWpqBS6nGNsJrGkOWz/LZZjzQ6/GktpLeg868mkYp0Ps80KMNS9XSAZgT5Y4CfWRCwZbz6gd8ZCOqUWhYph4A8uVETUigWyLcbMP+P2Mqddqn+2ktXKqmNdsCwF6pBygxQ9VItLr5gvE/bCUraRTIHQsXUqAPE1tqsaAL6k6ly5ITgX5zYowHetlLNqzmge4r0DHBA90nU7jNC20DAG17CFr4ZVkZVaB3TUT18RoYuwg1MsnHYZqIMgW6bJWzoDYEellgpueNhjU4ywWQ+01EMwEhMjMGNPtz20itrpHr57nRJLlZdDeuAp2Uks2eVXzNRDbCAz0c5/nrGwW3cAHYIjCNTUcNbq/iWrjQvbumAp2x2B1Jr8eYsQp01pgOYPEPizd8C5fCLMKSAn3TWMkDPRCBUMzYYyMYU6C3Nv43iV6jLq9sjO6p1FuTFG6YAt16dwoIKzbwS+Y1EoG+fQRKPP0MS7Fnk8dokEPPi8zCpVCAyGpHzW2Oqwn0TErkUhoFeiWZB7pPXqBARc08UUPKKu6BTs3DFTUT1cdWjZ3LdV8GolabPZso53F+LZVDoBeNMh7oFXmWtwoHC01o6HuWmwuR8rzU8ZFk5Mm8EMZerhZwbJcqpvDPNIHeKAXI2rFwEXoM7lega2ViPkdWnjWvq/p6sK1tIqqTD9SkLhtLoOtnuZhhrF3nNmDX4MwyA8NxVLBuny1ToEesSROBfuLRn9DV6xVWESXmnEA/tBYubDxStVuFe2IIdJNQ3KEHeo8wg/NQscpqS6C7FXgLlowVgguYpFWg69GaK9BrXxychfMMwc5XGaBgLVyYxVcgUM0KQ25zC7NuPyLQZbA/WbjQ/GQ80AEoHTCRl7tQubUKY++9YRYuu7TBSwS6B/6AAfYmMxYuyyagARil4kI6TUTjlgflhjzQrcIGYORWTIFuyl8po2QfWr/Jgb1mG3xMUoey18RsBkSU8XyAcQaRqRYuEUuatcG94vjPgWCM1OJFJpBlgnmgM59jRqCXeWaIccCS5DEFOpHreyQlEQWqVqIxCnRLoNe8iVLWsCaiubNtHyx5SJ2R9es9XvcJpxvB2MAaexqygRap8Erj1/BAB+D4rUevjexVIg1CzTbM5iXLOIFuF2NdU2XrXWcVHYz8aAGhSbyxYxSHsXChRa9UaBtlSLpaKjSatNkrC8z0+FpnuePtBwBzVsptF+3dNbX7VplWtC0KTaDXZQk537M+rm2DQr/PWjcYBYBGB9gCCoWwx+9XoIelnsCWgm1SUBX+uHy8A/ubAURwkwK9MSS0vt9BBPpqZLRiCWqdSepeH+uBHihqqGKNNRH1vIxJhZyaiG4eio3dYkkzULMPs9zq9u23fnFEHMxGsGiBmWl6rZXoyva26OvrIc1xWYLVEOie2IAp/jKmJk0e6NuHb9NJyupW7Jvnu0CNXDELFy3tLhWgWMzcMFVmfYZK0amHCFegx8eNRlP1dM4+BToR9aWvopbKIVT4Nu1838zJRV6za4YptQeAvLYl+lT9hlbiQFu75d7xgc5TvfupyWiUltjIrQK9yQRatiay76M2Fjmdf+2BVaCX52y1IOJzARHrWbYHkc+7ijYAsjkItq08Ap2SEJVJri+J1biFS5YDFFvtuDG5I0QoiuD1+D6WdAewvIkor6w2HugpdjrpoBicLMWE0gld6sXH5iNwBTpvIsoeRbVYGNHSSVKgcwu+XSnQiW8SpioujEmiVsvURFSUjn1xbx8e1kQ0M/3s7JrVVDF54o9Y7LowPGj3u5kfKMEq4x7oVoFeIVMKhf68a6pe0mOvaqVJrDbCtXDJNWneCOuBnrGmqE6vDfYefLeNXSAR6B4o0Jl7CvQ2X9/CxQT/1QgLl9xauEgl0a6qyqq9m4oIpyq8ful5NZnyV1kZwntTFi78tX4FuvXUdgeRcZ/9mJLslcEz9cAoooZ7mwOdDzrgWrj4KvWZY+GiB0zmnc6biALAXkHvrYRSYB7otokozy5GFehLCHRpLFy660kK9JsbozzQha/os+Xuk87V0xRpqYULGz98MoXbvLgKdEugcwW6UpUdP3lJZAOrMJxqTSOVUXgYBXoLyFZapYBSqLRty6wsrQd6njNVnR5bHAW6Vs+RX+nezJIITYOcNf89POP6uDoe6Pozr+fdmDcDIISwKtw+BTqfFziBvkIfkaUIEptJgX5cQAp0FJmjQCcCnewHVibQiSjPO2XOuhYutuKNKSgD+4fh5FHC6nA80Ef2r/FjWKqmjCZqm8YQb74HulGgC7Jysb0t6paSwm41ldSNrpwEK4kMqAkWDXlFqAql60jYLnybTiIJ2sxVoJNCus6AiuwT0RHo3A6FUOtkekkkfGMJ4oqpxLtzWgW6bSLaQKnaSZiba9Y/iRw3HuiyDQkVvW2zNzf+6AW75kopQ6DPBADeRFTvq1qFw4oU6K6HeHcOrUAXFLNYD/R5kRkFOgAszNwrbOIeNTJpFeiyYbFWcaYjxTGkQNeVgfkeIASsQ0Bo4WI+e2rAqt/HeAX6dLvObcBR/GYZoGPB2Fre7rN83e7A8XtPHuinBUbctucmdI33XKHYPaI5DaETzJpAV60y8bu8YZ8zbs143Al0Gt/nmWD2e0elQGdi0ZEKdCVr0xi6NMlYO1/4CvSMe6BPiF1t3wibOAbs2hSN9UAXzOGBW7gAoXLdsXDRsZpRoKvW+Vmjm2u7c1DixxLoc6//VmAluwMkAt2Dzea7wVWduxYuqOvJTdCMJclCGrM5pWqrvq4bR4FesnKxZkXSdwqp7WeU+IPer0CP+DiN6PgtGdnal5hwGvgJMbqRVPh+3MzfRhToDfPFA0aVu1W6pMV4mdPDzxb41tPcVak7+xVWgc6biALAXHugSz36tuQdZSxcrGKlzIAikyawJiVVvoRAh56MlVFX6cXlMZ88E7aDoTGGEoK0KJTC80KfOK75ZH2scoXDtQGwKkY+djuNikVmJuvGUaCXzvjjKwwBdFVFWmI1tVGxZImziinQZaucEr1GW0XNyhKzGVm4FCYIMpVTzAOOksE5I9BN2XdTozi0jbcOWCO0WVMbBTo1GAWAZk6KATcg6wtEubpCCOF45G8cvoULjc9JRXWkUEqZxZrIO3LbEujdT2vhsqIdCnmsU9UWWbiMJLf77D84+Vqz5DPgqn8SNou4B3o1GHfzhCmAQQ90R8TBqiCLVqHIiBwnBbo+vqqZhYubDOYke6BAV0RY6HOzknmTVMwyiJzNJwlbQR2Q2XrOFnt2HkVjPLrrTBgP9BkElGPhosx3W+/pxDIR6NQ/RElL2gu3fL6jtSnBXUOp1qw5eUK6ov08BXqtVNjY2CjQ96y1W+ZauJDvbCkE0Epj4dLofTmBnpuEA1OgU7m9JrJblKa526zIMWeVsxV7jheGQLcWOZVUUMy7PCv2zBisehToUjACHbYKNq5A16I4/ZmREr0WZLs5kkAvfFu4o7FwCayfmjEK9LA/UQApbZyULFxOFUySxSR0NSEZmY8MgZ7pe05a0lP0EegnRIHOHSa4AnsqlzcFJq40VXGkCrfjTqCenhWGneX2xVLVQQKYC5is37qOf1jVtC8OjlU6EUzfCFKr+wr0VgXNUYUorYWLFmXRGrHN9bxCyZhGmmtttF3XzPdAByPQYRXo5hxe/61k4XIMUPs3jn698RTo3cZTVYZEoDdGqQgAYh7zDLYWLgCM6mUqLOG03MLFL2GOef4OKtCn+K3Ta3rRYG0fOIHuP6Djynj990MDly3J3kBG3Vc6jvDarTSB4FuxcAuXyiPESXXO9+Me6L4CfaYNC1vVXU8rfQJd2rJOfVzbRLQ7RiaGqx2kLu1ESRYuerE5EMglnF70K9ArNp7pbTdu4TIwxihlysQ6cpw1XlJ8nPHGPf2z1Ys6SuA5PSGMhQvzuFXCSLimJulaRqAbFZz2QDdNYpoGNSnQZyXmFMxmGQ5aNzjiCnTy6qXFbr1nF7Jl26BYhAS6UAqZlCj0500JZACotYULLeaLJaWQvY2sd2LhkpqIHguwOU4U2sLFsxyg+YhUk1PheKwDRoGuRnb4DMnXUCm08Mgk82wmBfrG4TSAZpVBqqexIDAgAolZuHARB1OgF9IKZxBRoAdJ4cAnPaZA9xR/uSUjDCGW7Ft2goWv2DYq6j1DHHAFOgAcUvUnACVaY4dSSUugV7oazTT6rK0C3RDzUQU6EeiN3qY7J1cGktKdnoKCWbj4a1YiLZo5U9R7pH8ruj4mswyAYgQJnbCVOKy1ItATlXXX6irQW6ZAn5Wu9SQ9L0KUNnmBxlWg19fM9l21cRdj9Fm4SD1nZEX3PkiBPmThQkkHEweNJcIbPyl/RAT6hB5jZh8i3Ues/x2RQV6mJqKnCH5Pjkyvw4ynEm8iqgl0oRXonPQ0BPp1Ji4qiu2KYjYIbnfFRUbbFED0WSMPeaCruR0/XfFWFYqlyA5MKajWW8tSE1Fu4eIT7xHBihkz9e8UmzsWLiY+m5v3RZVNheYCaS4yCvTWVjPQ+zcWLnpOMVZjUIZAp6aoGQqbqBXCSQIkC5djgKBbOpV7kQf6Gh6uppnKorXtzgEzqKm6Mg1DZ/kMhWAE+ooKOqscJ/LCklvBtn2lJrIZNXmH5WID/sQjjucryI0v3lgFuvGe8pqirtGU1aDXwmWAQCey21eSc/Vp6zYFdTzQ85B4t4S79j7OfQU6Ze60+lQqHOrrsMQFKdC7+zBfQqCbe4cm46RAv6kRVJ4wVTiNWzSSKeES6JObiPaNZ5HkjdtDYe74m/MxJBj39HZk4RIoUh2FoVeiTwr0iUm6tuGLZVKgd8Q6qV0XVW0U6PPZDDNW+n+dnmmatwQn0KkBmh4D5raJaNE0yBaMKNjT5LhSXZd3UqAX3AN9Zrbpjr9Egd6X9BgoPV4ZK/SmSNg+FKuy8puIFsYur/t9VTsUQ5Tr+VFQEmmkhYsREESed0LoZbybMuCbDR1JTg2crQd697cBwiiI+UgEEj7/Jl4RAigKM5cULbMcExRHQR/HeqDTWEtzGt1+jge6JtCJsDCKvyIcD5N9y25Qe2s8q0CfM3FJbRToAHBQ0HoQQNZ6CnRNYGgh1IwIdLJwUcoq+rzEW4MClSLluCbQqRcE90DXMYBebVhiAioszae/zedW8Z03DunfGtKiA7VOqpkCfdFowrl1xzz6fPhn53ug57mA0NexaK0QqnIU6IfmM2xrLVaQCkJkyHLyQO+JKbTkXOQdgS50gkG1EQKdPnvT+JRIHT2mLFtPEoFsLFzKcfttGGNEbME+I6xXDRp7v7sWLmldd9JB944KErq6qWPB7xH9vQtNSipLegYK9LKEyLLhxMwxAokz5llmiGRguxZ8KrAGJFs5ZuGin0dKpvPK5i7+sWIOX8RhrQ+5Aj3s+2eroPzYNbxm23iZ1pP6dW7h4osVuIVLRQS63px619J6v5Xm/bcZWbhQ/xGmQBdk4UIJAduodJZljt2Z75KxCyQC3YPfJIo8fBrdRG1s8w4fihn849BVoGOmCfSmcRToeZYjp+B8RdLXTrojLFz8B90otutR3sOT7GJ6ggGu6vcV5Ot7oNv3szZI6RgEVf3fk68WN0E0ywCSSr30yHL+/yK3xHvtkfLznBoF0X1KBLp9zwctZfqk/kke6Pr42ZImovo7Up6/ZyLQb070BfZgHug2D0SEBKn1Jnqg114Z64CamZfICeH6mzv+c5FmKAAn0Evnp9skznqzAbAB6URrGlKgZ4WwFi6tchXodY1Kkzzz2Qwz1nzuql7sGmsJxwO9uzZaoDfz0ioMmgaoa6Oau6EV6Ca5pkvxOgsXrUCfUcmdq4ToVaB7weFWyz17CfQ0Nh0lHBW4biJKwTjdxWYhsCIZbRXohpnvXh9r4dLbA4YR6Oaed1U8ycJls3DH7llv8rNvP2Pbx0QgPvi8JYRwPNBLk4AkclwTi8p6oNu+HqRSt9dnxjYtZaeSeVqtqjycLxOBvhuQh6xJLDMFeswDHQCuMwU6/R3wFOgzUqDrMYIacEtlPGWp7J4S3C0KNEaBTvad0PuxdYGxcIG+ju5vlWIEsSHQu78t9vbN/tzCRQKohZ7n9XsnC5eKhrFW4bDWhAYRL0zMY9Ty+jFpVGHUh/MyR1bkhpRfsHVYZT5f64EOALWu9ssUVQ91iXwl4uOq1K9nefc+jMVucxhsa8gg5RHooy1c9HVOEEttAzGfZGCcAt3uMxB78feTz2z1XrK/O/GwCV39fJGkib7ajN8juomo8UAnC5dQgT4lmXPUaJUyifAZs/8AtqxAD9aXYVwZWrgQ4ywgROGsPWtv3cUV6EY0ygjn7hrqSBWUFmJGFOiGB9W/l6CEr74sySxcmF1MYyxcunHY9NYw/YhsMkbqm48sXGyFkE48cwU6iVlEYXr1zTJPgZ4sXI4evMEiYIORZja3jTsocJ5EoLNtF63T0dhkm3jTPf3AkI3Lqgr0QDlOCYBIpjCWUQI6Irsvk40ogb58UA2PF6rVfQX56h7oPgG/CQV6j9fuoIVLjwKdW7h4hPgs5oHuWLi4tjCznJTm+p4ypCEn0Ik47/YlpQiVKWdCQQ4kAoxytHQJ9KmWRgmnA0PVKabcnbalknhS601WoNO9541DMUsqR4E+gxA54FnHKB50eOMeeaD72XwpqzAgJYJEr0Ane6DTM5lnVqUldRNRIqirGo0ev8sidxXo+jvwFW7dJXoWLjO3iaiqa7PoPyB/c0OgawuXojDjOhHoNDdaH+i40rdXObUNy6fGW+ySyiwR6EcLUoFnnTJc5AK1d68aW4NV1UDkgZ67Fi5RiU0Evn9kzAO98tQ/syXJo4TVwAl0rsACWCVnbD/PbzT2HZrjBPMWeaDbZA7FT0Sgd16ingLd80lXqgkVf4awYCXznnVLsnDZDcKmm5pwhiWcO4KXWZsZD3S3arNW0lgY1h6BTmXslWJ9h4Q75nUKdLILdQlePqaQT7opv9dzbQ1WFeNZuNxgBHqRV+aaAWAhzurrIXsT/dkwImlBVW36xp7nnEB3FeitKmxztyIHMoFSD/mL2j6TJu5AjUzZz3dRd/8nvpy8zVWPAl0XvSLTZB8p0GUbEuiGDJLuNVsCfZmFi2/XSfvtVm27joXLqH1o7ZqVQJal6r1TBN9SjJpLipgCnewPtQJdyYgC/bpOeHmq9eNMoPPxdCaEneOxGwsXE1dmYUwS9CowcUPe9f8z3FWLhR53bJ9GpsL2FOix5qNBE9HIezdCEf0nsy19Zq1i1jSWX6v1fUXrRkqiNmSnqMfaqIWLvj7qwVcDrIkoVSRRDRZ9h8nC5VjBL++j7HtLCm6mVJkyWPAFAQ4aCAgbVJMCnRHoMz15EZG+MoE+oQt3nxewZAuCIXJ8ygQ/RtEeqon6G0LFoPxsnGmosEEP9ML3xRtBoPse6Nz/mLyM9TZZJkyJuyXJbRNR3zOdCPRa6nuLgkTmG3rQUKmMVr3qAJNsNQCgbvrfh69Az4wC/XiXbyVsBwFBOrPPMo1b1CCQ7sd2VQ90X4E+YBNlx7NCNwcVTlIQoLFEq5lM0NH9bFtdVhxToPd63LZmmyloNbGSF1nYRJR5oBOBPsszZGWJQicOrlUugU4J4G5bItB1cm1WWKVdqwl0PQYcGH/zDhQIOU1E9VxI+9Civi8I7VNObSXhtkJiM2H7UKaBqG3wSb6Ic1BA3/1er7iWUa13DiI4RzYlDSrwTM+DkEA38WGycNkK+LzQjd/CiUd79/P9Rgcax/dVQebSVhZQzEj3pJJWgW5qUT0LF8kEJ3RTU/WjqGMl80mBvksEz7C2AznUqmygI8gVakMg3NBDCo1RjgJdE+iN/v4Mya5jlVqqIPFGJHmnC6c5mxLSmhx3LFy6e8w0ISUCXTG/WiLXaS7XdmwAUBSNS6DDrTQzBAkjrIlAJ7LeUaArIqO73xuVWwuXIoMoOIGuYy0xM89IgcZJUFTau9xXoMtlCvTirN5P9yFgqnaC8Yj3rrkem1w/JrZw/UKEAbHTKhYufl8v2QBpfjvRMAldqoii2avS8xGriEJB85B0FOgugd6JizBCLHlcwJXWs0xACLETAYRPNMf6sgT2I966klvYLcjm2SPCK6fnl8d5seajMy+JG1u3+RYuBWh+6KAaGXF4mFkP9ENSoOtkJTnSUNKxkVDahqMhrtM4ImhiXSmozBVEtJmd07iPfS1VwCnuAsXyTW4uLPzgSqvkGvaliLLsMnMT/J6chgHXumBBIIdCA9Fj4cJ/jrVwqb7wRLffl74UclGhvXypO9cIUrtaPAMgotiWdWgFMwuPIw8PnHMMNZYwGbeBib1PEd9HgF9973vRXrmKW//c90KUZfQBBzagQJcSqLQHmAmqiEDvn0BIXU4Kcq4kN9t4hDj9v5Et2495oPu2MESgt92jbZpvqRp5JtAyD3SycBFwFejd/jXL9bkgsrI5152LBvnj7n922vCFq1/AWz//Vtz//Kfwzc3v4vzsPP7rr/kf8WVf+r2Yz754Z9dhE2ekYNCTdlvhFvkc/m/nahQHn4X+IwBXrTcEeeMGDj/zGRx85jNYfO4+HHzyk91hJlhScfVil8mujEL88nNXzN/e+OpP4kVf8mLc+n/R19h0ja1s6Z2exBc3cPnNb+52mlFTHjcgjSnQD5oDvO3zb8NesYe/8NV/wfmbY+EiiUDvXqcA6eL1LwA4DwB4/qk3oc4UCvWVaFDg4o1u7C4hsTi8hCcffSuAbwYAzPVCsZQNkAN1aS1cZk2tFejawmXmeaNqC5e6KCBAFi7kge4qGmI+gipSWrddCxd9TGOtZRe79aJFybwFE3YH44Gu5ymRC+OBbhq2DwT0o85BiehCABcfhXjwIwC+AuqFLwD//IeB6jrwZ/8Z8Af/anz/YKFDCXd7ny5M0micAv2G9vbdL/YhWMnwEF778cfwhtsfx0//hT+AP/iKF43a57RhcXgBAKnPLZmtVD3YoFlpAi1mQxhs21Od2SnQ3YSvUaArZkumv07fJ71LsPYQFppAdxToiUDfKWyVMZHZXRx7CEY4o4FSHR1QA7jO/dKVJgZEd18QgV4VurScjkFzp1LM+skl7RsUFDJ0xK6y9x4fUyp9j5EFjFGpwybcDTmvCS8i0DOlkBXSVJwCwEInCwqfQGdj7wvXXBHZzFGga4WhHtevPnQA+RL9/osMApm2PxVY6DWtzFyFf644ga6fW6qCHbBwUUpC6fcqNIEuqKdOzAPdWLi4HvMX66dxfT/HfrsYVhIGFi5ELO+OLFw1jpqkQL/8he5n4a1pgS6u0q8f3ncf6iefxPnv/M6V3kvC7mEqZk1ClxwEIvNRTk+I7PYjMQ63cLlBCnSXD0LTQEkJVUuIMrd9aFZA0zT4/Oc/j6/4iq/A2bNnVz4OgVsD8kqgqlUbEUBU1fO4dOk2XL58J4riFpw//wdw/vw3hB7oXkyipETzzLPd30jJryubM0OgW/7RKND9aiZpq6kDFwnVMHGwayMWW7cZHpQsbyjpaLiiA1y7/rnuHHQvCVuFVCw0gU7Eu547uAK9zVwLF7IENRYuSgUK9EbYOboUVlwqATSeyHcXSAQ6w6MHC9x5pcus7WcZmosXsfjIR4E/9K1QL3mJ2W4KAaCUwrPPvhuPPvZ/di+0QP3QIwC6G0+qhWlEF1Ogj7Fwqb7wBK68/e248s53YnH//d2LWdZljfVNme3rUreIYvPixU/goYd+Fpcu3wYAKMsXm+sDtALdJ8m8RnDt5cu49v4PAADmX/VVSz+nvsULJ2ENoS9cAium7nz+P/0Snvkn/6T7/7/9t/iSv//3IL82XjoztAAbhQ/8H8D1ZzqV44t+T/faCK/dg8ptEEpEOC9Z91Xq3XYCB3Vkv4gCvcy6c1St3p+VMJe5QKMUPqbv8VwnZcjCpWEE+qJZ4FzsTcgW8trzuPZdLa587WMAgDNXzwM4SAT6jvDolUfxbz75b/Bbj/4WpJL4gRdX+MpzDaAO8eADP4MHH/gZnDv3DXjJi/8ozp//Rpw793U4c+YrTbfsTcMGZwWuXLkbT539IJ778RpPfvX78KcLCbwYwOJhAECddXcV3Sl+MkwphcUDD+Dqe96D6x/5KA7uuitqzzL/+q/r/hMZNwg3Dh7Vm9jgy1ax1Hjk7ufwvtd8Al/5p7q/XXyyxsULz+Grv7xBec4q0Gn8qB54qNsXLZpnn4UoS8y+/muBtkuGAoDQFi5K1VBKQQiBK9UVvOG+N+BXP/ureOHwhe5YbYXv//3fb66r0YFsXmSo9AL4i7/6Pfiy/c/hxtUfBPD7ce/F1wDifwAAPPzg/4YZKuTFLwHYwwNPvxEQP4Drlz+OD3/kZ3AJLwLEfwAAfOLXfh3ywX8E+f1/DDgDXD931jiIFY2nQCcCXQ8F+YJ5oOvP4Y4veRkA4Ms0QTDkA31wxx1mDhLaHsa3+LlR30CZl9gv9pGJcClLn2MflJRonn0W6sl7IZ55HqrNIZ94AfKpT6J58BDtY2fQ/ubH8JbHzuGLXwJ899/9Dpy5Jdkl7ApKKlz9YLc4z8/okDOzFi5z/eyYhcDEtUzzwgGuf/QRHHz6IgBAXHwA+Fd/G0J+DYB/2VWFXHuq2/itPwa8+CuBr/y24DiLqlvE0DjJGzcBnYfm+164CgA4lwGvufc1eKh9GYCXmHv/en0d73joHXjXI+/CQ5cewvOHzwPo4rhveem34Gf/+M/iltktve/l3//OQ/j/vONeAMCPv+6TeNePfwf2ZzdX0ufqtc/hrrv/FgDg/PlvNq9nWQkpD4Y90JW7gBQDMV+forNomb2dqQClxGiFZ3Sy0tq8dN8P3QNKNtZqjAoBDWGht+Ee6MzC5crzBzh76xx5MUjpJawBvxGwUaBrC5cCChk6MqLsOGDcyGlxr31alZ3zhPYTOdRroxKAOPelKFhoc133HVL107jv/v+Ah59+BsDf0hYu3TakPCclHp9PiUAnOzbj4w1LgBhSyMzle+Z6VAFkUChEN76SXQ2di8iUq1ftRd+vuvvynF6r7ZV2HMr1cyZeOATOAzca+7e5EK6FS0PN4iyBXqKBUrW5noqaiFIz9oIU6AjwzDPv7K6hkShn3bo80xS4bEMFuklePP8AFIAbRSea+MKN2/GxP/JiCPUE5r/73+LM2a/G13z1P8D5899gd1YK0PYyQb+rHdrCXXrDG7v/FAWyfd04dQQP0TzXzT9iVgJXn6KhCuD2edV14GM/D3zwn3a/3/oV3c/cxkjtpRdw+Z2/hUtvejMW996L4qUvxbn3vw8iv7nmppOKG3tP4vn/sYZ8+YcBsPnIKNCtuhz5vGvoobQCnSpGlSV4Aw/0okD2oq9E+Xu+HU/9izvQPn8IUWbIX7KH/W/8Ypz/Y1+BbEIcc//99+Nd73oXXnjhBZRliW/91m/Ft33bt+HMmTNL9316UeO+64cohEAmuv5QTyxqvPbJ7lnY0+pzYHn/piEopXDt2ufw7LO/heeefz+uXv304Pa2l5/msXRM8sw//xc4vPtuoCiw/83fBABoz+nYRFvxZpmlaivN2/gijsNrFeqLV4F9INOVxMKxcHETrUQ+x3oOGaGIb+GiJC6+4r14/qvfivbZywCA/TO/FwBwVc2hyPqaFOh6Dmjo8vV7vrH3ORx8Sfd9XMu+WG9L87Gu3FIwTUQpnmuJF1WNU0EAANcf7fiobH/5PbIpJAJd466rN/Ajdz+EZ6sGXz4v8V0zgcf+5t9E9nV/GAAw/+N/3Gw7hUC/cOH1+Nx9/7D7pQbOvSdDdsst+KK/+TfxXPEfgPoalPaSllWFWgcmRJwbCxdvslZNgyvvfjcuve71uHHbbfYPeQ6VCQhNkBdf+qU48y3fgrPf/u3BtR8eXsADD77aBCRCzPDyl/8Aft9X/UT3u76G5srzuPaBjozKb7k1+hk8/0u/BHn1KuZf+zU49yf+xNLPaZm1zNWr9+K++//fAIBbbv2DANxsmjmOUnjhP/5HPPPP/nm3zdmzqB59FI//gx/Dxb9fAC8DMkGDyQaaiH7614EP/bPu/3/+XwFndGKFKR1Vq9BeXqC9dIj2ag25aNBKhV/9aEfA/b4v6UjEkjUDJdzwSPbu/zmAhnmnW+W6b/kyy7vB51qlB6PcDqBFnqH++lvxO1euoxQCX/rcXcA+kMMqqBqZocgk6joMRAFAfewX8NQfvYIr39Kd78u//L/DF3/gMTyLZ6CaNrpPwubw3kffi3/4u/8Q1+sugPnzL/8GfHt+OwDg/VcK/L65xFfOJa5d+yyuXfss21NgPv8y7O29HPPZS3H27Nfgy7/8hzGff8nK1yLlApcu3Y7nb/kkLv1Qg2e+9b+guf0/A3MA/xUAKFxrgefUeXz7V/0VvPjWb8ZHH7wNwANoyXf/6iW88Mu/jMPP3ovmuedQPf446scec85TfNmXYe8b/wD2vv7rMf/qr8bs9/0+zL/2a7t3NdAU6Qtf+BUAwEu/5M+Y12gMeeiuJ/GhX3kM+R6poDL8+b/zh/CB19yHphIoAdy43gUIIpuheuQRXPi7/wD4nwHkwJf//L/G2T/yrbhY3QHcxUsi7TPw2OWH8Gv3vxH/5YH/ggNdonzr/FZcXlzGP/r4P8LXvOhr8Adf+gfx3Beu4b2/1H1XZ3/vHbjR/lEABb7ka34b5/AsRPtnAQFU6jwox/WlX/THkKkFiudaIAcq0SnTTaOwqwrQPJ28vsCVG9eQaRunhw5vmGss2wZoWxSkWtMBMqVaCk2g12UJqBkWUuIdL/9KAMBfuNiRkn1KhoN7PoPHf7Qj/M9/93cjP99dI431d164DT/5+r+Pq3VHSp4vz+O7im/Ct9xb4dH2GdyHp/DcvMbFfYniRS/Gy77sa/Bfn/0G/KXqD0Dc9zAWDzyAxYMPon78cZvEga68ePur2JW8CE89fgGHX5/h2UcvYe9sCnt2BaUULr/9Idy4/WlAALf+ma/CQSvxugtfwB0v0Y2v4S4ERhHoz38e9cffjSufKnBw5feDmj0CNc4s3oSrJXDny74aX/0ocLE8g7/9B74VxcFF/J2nHseffP2PAH/r/R2RrrFYPIsnn/wNAMAXveS/BRBWvP3LR57GRy5dw14GfPL+/x1vf+HjWOz/IeBL/i7uv/gQ/srb/1946PJD5lnnaGSDjz/1cfzz2/45fubbfyb6Of3CBz+Pf/qu+wAA+2WOR5+/gX/27vvwv/75bwi2XxWqaSCvX4e8dg3y4ADy4BAQAntf/3XHggy5cvUefPKTfw1NcwXnzn09vumb/n/mbzahMUAYNd1YYn3s9YJ/igJdArNGJ1x0MsUmSK7g3hceQZmV+D3nX46nXoARKZAQQnIFuskXuYQFChWoQqvZLXjzv/gkbvmSPfzpv/1N2DubFOnbQOUp8QqjQNdKuAxA28XMRCBc1+rwDF2S7mzz8m7elQpou3Hr42deDgD4qosl5I98L27k9p576uLdAF6O559+M76A10LiDwECyGZfius6ZCCVHxH6NJ9eXlzHw2Un1Pm9Gfmkd2iQOVXTqqognn4K+KpbcPiiF3XbCgmlJ/RSE9aHQicLFloRqN/nYSXRKgWZCdz1e7rx4C9V3bMwn9l5Uz1zCShs89H297wE0KFUmQkIRqBXTYUZgKfVl5j3masGUtboVjbAXR98AF/0zcBhcys+8ztP4JYzuqrVU6BLWeOBB362O+6Dfxj/5fansVg8gy/6pi9DufcY7v9cg8P5C3j517zIJKEqTRbPnvoU7v3957HILwEA8vyLkFUKMhc4XFzA4eICbr/0CXzdf/W/42Uv+8vdCW/7913yNSuAWzSxTNYmOyLQr7zznXjqp38aAP7/7L11eFtX2vX9O+eIJVsyM8WJw8xpkyZNA02bMnPKMGVup8zMzMwMado0aZiZbMfMLNti6cD3x5Flu2lnOn1mnvf93ul9Xb5sS4dh73uvve61SDr/PMQeEDFGhvvt44g0NeF+9x0AbK0fwWPPI3QnAya0gBf2fAlVq2DnxxCKVmIOmgdHPqH/LRmJBEQ6ih10zjsipnuN0Yh19GiU7m4MCQn/gTP+K/6d4fWWUT1yKapZA6IEAG0AUN07XukjKQbpAAiiV28Y1N4xjRAl2PQw0AWTCTUg07WkHtshNyMIIkq73hBoERW52Y+nuQb/lmbsk9PRwioIYBudgjHtQFa5qqp89913bNmyBQBJkohEIqxevZpdu3axaNEiXNF27ddR7g/ybE0Lnza5f7eK0SQIXJKTGvv/H8mY/F4EQ000NnxKU/PX+P3l/b6z24twuSaiyF66Pbvx+yvpMTy02XRiaW9eGaH91VfpeP11ADLuvQfzoEE66TZfHw/GefIBEAQJQZD6aaD3AOFStPQtEPDiS94BgDU7LbpeFPMi0guKC7/Kt381btM0jZVu/TnJ7vHPisJRbf4ttAzV2xSLJYfCAdeQlrYQgE869bZggNiMtaGesNGGFBbADrI52s/IYTRBpiH3JRBgZcVc3ijU+7a8oB/sYBD0fesSLj0kWP25k6MSLkZNof39fXjqvTBBv55tH3+CFYhfsOC3btt/JP4aSQIbO72ctrMCr6Iy3GHh3eH5BK+4nNDefZhGTQZAiwLH8McB9GB3Hfv33A0GsK0QiV9mJ+20i0i480wkhwNhzVv6glG9IyUSjt2RmIRLFACVo6CxFonQ+emntL/6GpH6+ugBCRgmjOGnwSHeTi7Bb9Fw+gyMz5zE/Uc+g83YOyMjGI1oaLS7drF3w5soig8Qyco8mfyCv2Exp/cuG03TwvW1qF4j1vHjiZ8/74BrILvduN/Swarkv12um63+k+v0a9OEvssGAvVs37EIRfHick5kYOGN0dPsYY8qyJ5uur/+Bvd77xOu0IHp5MsuI3HRIprfeJoy1xtEMgIIfpBvWkzTZAvyXD2B+6MMdFn20N29E5droj4D1rANvooCM9OuiJWCqyGFUPcAgpGLCf+cReTLNb+JAtyGyksmM1cfVgT0SriE+0i47KzrBGBgSi//2/Qr6ZZeDXStHwM9GGyg0L4EgF1NOlhVlK43arIq4xvqRE21YADuznQSX/6sft0SpoJX70QUzYCBMJHf0PfT2sspLn+YzvFGUCFHPZ5BRXfjli7Sv/+Lgf4fjRd3vMhz23VAYVzqOG6edANdZdfj9UFG+nEMSR/NQ5sewiFq3DnmJPJMEbzeYrzeUhTFSyjUSCjUqG+sFaprXiYz8yTiHMMxmZIxGOKQDA4k0YwgGBFFY+y3HmKMzS3LHrZsPU0H6XPQf/AjSTbiIgPRPt5DfZfI08dn8t4R75Nu19sVQ9VOAMw1HZAEvu1baH5mZ7/zFEwm7AcfjGPmIdinTsWUk/O71+T3dCD9/ira2pYBkJ19VuzzHiBj03dlQB5FB/nRAIMhntzhSRx73ThW/aJ31lW767BngKCK1Jx/AWqbO7Ydx8zpiKIZd9l6AIyaA2hH6wOgH/f10TGDsIGugSwasYjD8w/nxlU38lP1T1z9y9Xckf0wJR/4kJUw2ZM/YmleEgrTceFBqBhGc1c6SYeMAg8YfrDCAr0ku6H2SDweD8RJYAdPYApYwVvroL5sAUdcfx9s0dvFkTXNjKtqZmO0xDzch1kkRie9jFGGnL9H37yn1DzUW2atGowsbu2i02gm2d3ONLfO2P0t6Q3fho3UX3klqs+HbeJEMh95uPfmRIGq17e9jKeod6LQ0dTNEe+sJD4ARcCcfne0LfqznnZ+I0QBUVTQVAGMZkSrDdFuxyC4kbR2GgvmAlBgqUfsU4r+V/znQg0rdH5Rhn+bzthNOKGIfZkyZ67eSLtqAauEUdWYEucCejV8/yGAHvKgfrCI7v3ZeJVj6AHOzeI27OY1VDoreCnNxWJ5AGmBDl4CNBWq/Hq7d21qCg+2tjH/w9Ph/J/AqANJ1dUvoqpB4uPHkJQ0E+jPQF/e3s1jVVEgqe1l6r0bSLQkEjY76Qa8coA97XsAyI/P54SiExifNp7c+FwMgoGtLVu5dOmlfFH2BfML5jMts5cBH1FUbv9qDx9s1CcOr5w9iLG5Ls55YxNvrK1kRFY880ekYzP9sXTdv20bvnXrkJuakVtakDs6UNrbUbq6UL3e31zHMmoUmfffh3ngwD+0j/9EBAK17NhxHrLcjdM5jtGjXsNo7GXr/5b5Vt8IhVppbv4GgLg4ncnVQwL5LbNqpSs6QforEoc8RsEY2IUgSASto4G9MQZ6Z6ANEDmh6ATshp5KhV/JvKiRmKbprwF0pUVvvTQJjOnpsf0qopEd8Yfj6QgiGgR+xzvxr/gfRlBR8fWQTnoAiGjJeECLDs6jfZ+qRTAoGkgCVYIKGlioAiA5MAnMEJYV1DY3QaeFVVYdCJhg+JbGUR+hIgL6YH6/txOETOyiTEbq8fitR0AV+MQUGv16H5srRmXYotqwPf3ph8VfEhGGk640MkaIjh16GOiCEDPvNokC7a+/gRiKgibDR0BrN6LmBQOYWi2YMkUCqhpj24veEGCgvC0ImNFMAiIqy1PNeK0mkoN+Tj3zWAAMRglR1cF1ursgESxO/R0IWSy9AHrMzFT/v6blEwYCy1S9zZvtMiN06BJ/KCqYRKpDRSQBgaCdX74tQbJ0MegoUASRdV+UY4s30dXipyvwJbb8auRgHBV7z0ONTlbGDbFhBMrLBLYv305ipp2Fl4/BGidQ3VQOpnSasgw02sxI0QmKVOccZn75AOGUXAKnv0FV9Qu0t//C3n030Nq2jIG2udh+uFk/iTl3gyNKNvlf1ED3b95M/Q03gqbhOuVkUq68Mvbdr6vAfx3Nt1yNGghiTQrjzIoy0SNdQIoua/bJ2b0LJxTArFtg5IkgCKiBAO2vv0H7d6losgj4MQ0sJOHUU4lfsOAv4Pz/JxEOt7N9w+moZgVTlcTgmU8SlzGSyMp91LO8vwa6yYTSHUZTkgAQiBKZ+vSdgjEKoHu9YLAgpU2j6ZFNqH4ZQRCJ1G0k9coTsQzLQAvIhGo9dP9QhdIZontJdWw7nmW1mAricR1ZiClLxzpUVeXrr79m+/btCILAlClTOOSQQ6iqqmLJkiW43W7efvttFi1aRFyUjAOwy+Pn6eoWvm3tjHWbA6xmJEEnBTokEadRYkZCHKdmJJHcJ4/6VzTQw+E2ikvuoK3tJ7QoGUkUTSQlHkJy8mySkmYeQEhT1TCBQA0gYrcP0K9hNF/wLP+JyGO1AKRcew2uY44BoL39FwLOFghDauOE3msvGNA0hR1endRkkyTUoIzvuwrIg6ClGwUPdvtg0jOOih6f3kYsEwqoCujtVYY5ii3+DgN9TaeX/f4QNlFj4u61+F1+3Cn7gVMIqyqGYAJJNQsZduHNMWa4T1F4v0O/J8eGfyJcVo555PEYo8NhxRbFL+UI7QXfEbTV80X4JD4rPBmAhQ0RjvOW0pkEEt3Re6LgT9QVNcyCXvXcaziqENjZ1uOeBIDh4JuweSoxDZqk6/VLf14+6I/Gfz2Avtbt5YxdFfgVlWkuB2+NLCDw9NN0rl6NYLGQuGAB+JR+D9k/A9AVrw/Pkh8orr0HZVQIY41AVvscMj68FWNWVmy5HnYMUQZ6e3cTRAnNB5iIKhE8y5fT8vAjhCt1OQQpIQHXaaeyZqyZB6tfwy/7MQhGnCYHnUInP3dv5J7193D/wffHSlYUk0rHxTKhgpWggNM5nsFFdxEXN7TfOWiaRteHn8BQQNJIOOMM0m64/jcB747XX0f1+zEPHUrcnMP+0HXSAr/SSzf0AmHFJbcSDrfisA9m1KiXkaJ6eL1AHpTNORStU2fhijYbyZddStJ55yHLHmonrybiVTDINpLfjkMsceMueYfgVhUuhVB9Nd1tP2CbPPl3EwG/v5LtO84jEKjGbE4nL+1U0r95HjVcgJwyD1k8G/njYuTmAJEmHyg6QKMTVPSk2+AyI8ab8QsazRWdZCFya9iMtLgK7bhBvynhsqFSl3iYPKBXMsjYI93yKwmXkKzE1pWECLt3X4FZ9FDVnc3SmhkATCpIxdcIb4RmE0i1gKpxZ3Y63r2PkhvfjUdOY9SAI2FnjQ6gq5LOrPm1iaimsX/1qTRk6eB50o/pDLrvPgRBQDFaqMybj9lkJYu/4j8Rq+pWxcDzM4edydXjr6ap/n3qfSUYDC4GDryZYaZE6r31vLvvXW7e/iUvHvYikwbfg6ZpRCLtBAI1BENNhELNNDd/S3f3durq3vmXjiMhYSpFg26jdP+9eL17MUhxGHYHkRoVsmb/jcyDL2bJ+w9RsLIYQ6bI84e9EAPPAcyywGXfKAwwbcV9PmCSsM+Yjm3sWAxp6RhSUrCOHYPk+E0BoQMiJkkl929jauveBjSSkmbGEhcArQfRIMLA8ak4C1+jsxPS04/htjW3sbZhLec5u0kDBEkHiIMVDUTqujAV5AA6KK2qESKR7tj1Sw5NI0g1G6vW9jThGBCYlHUwZw47k6kZU2Nt8L0H3UtVdxXu2gDbf2nDYgxReNATuFPDfMmTAFyxeRtt5WcAII/wgclJVabOcBNVhc2b9aoDbZI+ubA/JOvVJEYLFVIS77/zDgzTq47iERj79HPYlVIIgT2vMHY9duQmM6GqCSkQAIczppvak1xJfQB02WjivWgZ5OFrf8GQrk8qm/pIuGiKQtvzL9D2wgugqlhGjSL7hRcQo9tVVIXaYCMp6FIJpw45lesmXEeopYna085ACLTSlR4HuZk4fSB2edE6O9G8vthx1CVBeYaANjCfBbMvJCNewLjkQgQ1CEc9A+N6J0z4+CxaduzC3Z6JKAlMfeCiXz9Cf8V/IOT2AO3v7CXS5AcRDAvSucz7Nku2TkGT4hBlN+dVmTi+VmP45XqV3z9loKsqkQ9vpK3kZBRNb1ParC2sTZRZZ8ui2mDBTRCijElVcQFgUCz4qy/E6NwMrq3clJLEcl8D9s+OwZ02jObuYs527McggDHjYtojCglGCUEwEsTCp4GZfLWzHA0Bi3cFJu8qZufO5vapt7PHb+DEHRWk2jJ5/NBnSLOlMSRxSD/JIU3TGL6mgbv2DuG+gXu5a+1dfHH0F9iMNkKywnlvbmZ1WRuCALcuGMr50/X26oTx2Xy6pY5rPt7BTZ/t4ugxmdxzzIh+Ugp99+FbtYq2l17WZZP+SQhGI6LNhmCzoXR2Ety5k8pjjyPt1ltJOOXkP3SP/50RDnewfcciwuE2HPYhFGQ+QNmGrTgSk8geOqKfiejvESAqK59CUfzEx40iJUXPx0Tht0F3ubWV5vsfAMAypEcOzIicqOE7SR/15edfTmNQb83DUZBSVkOYJRfnjzyf2uKr9M8kF1DbK+GiRQju2g2AL04nuZijlTGRiiiIYDEiOZ2x/e4bchadhlTMdgNHXjYai+Mv9vl/In5o6yKsaWSZjeRYTITD7YR8e4EZtKCz9uxRWrQSDGKQNTAJbIlWdhVoW0CVSPSOBVe0z4tobGYSQVEiQ24nLe0jUMHWlYSQoKIJIqXoz9hZI69nWFIi3Z1eqCqjPsoAL7CaSNF8BAADKiAS0TS8tVUsbusGEWa2B/HtjEMIlGOM6q6XGTKQNV1OyNLURPMLL2A46xIA6rrXAcORkLFsF0hZmY3xOhFQY3rvBlWhTRbpjJK4NC0CkSCfZ+v51xmD8zFFGc+SyYRB1QiLEE7Qn29HUjK0g0eNVm8gx9o+ndkv4pfdiJZCloWHAhpj9nsgCQRRwygrhBDJytwKgNWRQO7wJFpqogxXQWPrj5WgiQhihAELPgZA3j+GKYXFOGeeidluoHpvBwEgIzNAuMNAR4OPzx7ZTPuUMvbFjcaq+Smw7UGS7GQkzoQ2iCAhAOaQgtk1gdHOV6isepbKyqdpbf2BNu0HCrIMFMQtgCmX9j5EUjSH/IO+ZH825LY26q++BmSZuPnzSb/ttn79ygHja3+Hzihv3oNn7WY8a/eBoJF+zECEM76ApIEIP7wGPz2PpkmQNQFShsDIE6DgEBBF5LY23O9/gPvDD1E6OgARS1KYlFsfwX64PpESCjXi667BGT/6P3r+f8X/LDRNYeeuSwkJbUitUNg4l9SCw0EQkI1l+kI9hJ+opJhvUxMgorSXIcRFNfG1Pgz0KIAe2FuHfc59iOY4VL+MlGqmsfJ6wgUN2BIHYrVmItmtGJKtWIcn4V1dT6TFj2QzIneGCBa3E67spvWlnSSdNQxzobMfeH788cczYsQIAIYMGUJGRgavv/46HR0dvP3225x25pmsDCq8UdfG+q7escHcpHiuyEtjgvOPaaYbYjnnPwbQg8EGtm0/K8ooB5drEpkZJ5CSMheDIe531xNFE3Z7f1KC1qkzrEM1lVgkM6lXX0Xieefp32kK5eW6woHjFxFDYq/sqiAY2clQPmzRx2Qn2ey0vLSNjpTPgZORMZCZcRJFRbcjSdEJUsFIlZbPU8ZDALgqL41ca49M529XDr9Rq5NNpio/0pL7MuSCwiR9HXMeBUsfQsQUA88BPmjsoFMRSdWamNjwPYLJgWngnFgVkhodp3em7KOtcA0fcTrfmI8D4MIGhQt2Beks0tsxKeqv4Q90ohr9GP0ppA7Tc9LlZh2nTFK8gBXX7FxErQNVEFCtLiRpDG0v70K0GbAMTcJ1RAGi7T+XS/1XA+gbOr2cvrOCgKpySEIcb4wsIPzlF7S/rOuVZ9x7L7bUFKhsijFQoFcH/Nczv5os0/rU03S89x7BDC++a/UOdlDOjaSecR7Vu9tp2VSOu9mPKqtYh2ggwN7uYgYCH+39AA4WMYkmTKKJSEjB6U1lQAtId71E3S9rAZASE0m+9FKUI2Zyx5b7WFW+CoCxqWO5fcrtFLoK2dS0iQt/upBvK75lXNo4Tiw6EUUJUF3wHSG7bnxTWHQjuTmLEIT+AzJN02i+5148axfDUBCTE0g/7dZ+y/R03kpXF+73PwAg5fJe9jn8vrxCsKSE5gceBMAYBYV6rmlwUJiOjlUIgpGRI5+PMZAiLS20vvQc6JgQStCLJb+AhNNPx3nsMUgOB6oaYufOi/F6izGZUhg/5QOss3PxrVlD5xdfEGr4GZCRu9zU3381gtVKzgsvYJ8yud/xuTs3sXPnxchyJwChUBOlNU+wf4QRR0shUIpPPgbiIanjCFzqHIzmEBZ5OebRwzAdejJSogVBFChu6uas1zbSSYg7khI4xK3g39qCXFdPXO4SvjL9SAQDSl0GwZSR7KrXWVGTCnoBdNOvmOeG6MxafafekKbZWqmtuJau7m1ENBsv7DgXWTWS6bRQlObg3saFfCXrZenG3W6MpgDZ9m8BGDDgJvzRyZqIqqFETSsiPY7s0ajbcQe1cTp45npPovDMexGMRmr3dbC88TA8BQ4ETWZiW4D4ZCt/xb8vukJd3LH2DgDOGHoGN0y8AUXxU1X9PACFA67BFNWCvG7CdTT7m/mp+ieuXH4lz81+jnFp4zCZkjGZkumpo8nJPoeOjlU0t3xHONRCONKOLHuQZR+qGkLT5KiOd39ZHrd7HRs26qwqSbJRWH8KnmfewlQwiOy7L6ct2M7nVV9zLZBuSmFw4uDYupqmMfKtdWTt1giM1p9hy+jh5F7w8p++Nr81SSfLnpgcQ07OotjnQW8Er1vBaIekbDMTj4uwbcd6BMHAZ61dfFmmV2902IKkGcCWqs9+t9SOJsG8kfzHnqCm6ejouURirFWLfRifrl7PkYAcCqFqIArwwRHvMCBpzAHHbDPaeHrCC3y+bAu2uFZypz2OGOfhbfVmIpKZscW7mfH6S6w45Bn9fEorYcQYmlP1Ab4ETJkyheTkZL6q6aTb6qDJqd//gUE9OWtrbY3tr+24Y4kMLsK4T5eHEJ2J0A2SItMWb2d7bhqizwspEE7PAG9Y1zEFqO5ljdTm5bOqpBFB01iw9he0hfpz0AO2KxpUX3EVgZ+XAuA84XjSb701ptkZlIPcsPIGDgq1kgIcm7eQBZNvQVNV6i+/FqGxFWNeLhPefx9DUlK/a6ZFIigeD7IIa2u/4LUdLxJUanmj6V6u39POCWoQig6HsWf2v9iikV1+/TgLx6X+pX3+vxCRFj+tr+xE9UQImEQejNvH2oZ3cCefD5KJOKWR23IjHLY+BTUsx9wXexjofc2s+233++dp3TcflQQ6CPEACusCFoz+1ZjjFiOgoGkCcvdowu6pdAR0iRYDEqbIIAKN+YAAri1877BDqAFqGjgxIQyCxGPKBWwtTYHS3VFj7QQ04T2iBFXMvtUUhZdy06ynmJUzS9dgDOqMbosxjpk5kw44ZsXrpfGWW/H8+CNDgMeTDDx+ZD2Pbn6U26fezv3f7WN1WRs2k8TTp4zlsGFpsXXvOmo4TquRJXuaqHMH+GRLHRVtPl49awIJ9t7nOFhSQstDD+Fbu07/wGgkfs5hmAoGYEhNxZCSjJSQgORyITmdiA4Hoql3/UhzM02334F3xQqa7roLY3Y2joMP+hN3/s+Fpins3nOFPjhVnOz5xMXq2qti32cMHMy0E0/rV/r86/D69tPQqINrAwfeHAOaen1vegkBajBI7WV/Q25sxJSfT9otOsu0OVSL+0IZzQpG2xDy8y5h8/7PAWK+FBJw0uCTsKoddHZuQBAkvJYxwK7YIFwJ+pCbu9HSbXQKu0CDZKbRwSqi5GIEiz70atjv5pfibNypAxA0hQUXj8WV9r+n4fnfFh816QSVk9ITEYB9xbcgKnkgwI6Qnh0d7DRAC6hyOCZR4ouO/wZRjKNtFMY2GbJBE0Wk1EGsQc+vp0pLETUDrlcgJXEcppMlQpqGJohkBFRSXysneIyAKa1/P3SQKw6hM8qkiwLoAXeQHZseYlumDq4sqHOBouFd24A0Mh4SoMWg9/tHpLjoePZ2uub50Ir0Z78t6AUBrKKFhJcNiNlqrK/2haMSoZpChdnKwguG8nRlDRENai0aG5MNCMBpGb39sBQEs0khjAGjECYj4wScxjxob2WjT+/jc8U2AFRVRrU0A9kIUhK1WQ/hqfCRoYkYV7SBjp3goBMvKYRzGkCFYWMXkT5/NOGOeFZt15cZcUgqgW4BW8ZaIrZOTEGBmZ1fIJ19AeTrjM+2sjABYNiQLiYvnMjXT2+nLBjiVbsOwp3Bm2TbEhk18jnWNtmAFiIxc8Qes3mRAQVXkJp0GOWrTqPN6qEi3076+Jux9vVg+V9goGuKQv111yO3tmIqLCTzvnsPkNiK5b77l8HLj+kV0miEugw0/JwMiCQelI3l6m9iBqDCsMOB59HMCXDBz7FtKV1dtL/yCh3vvIsWle0zZmeTWlBKXGYnvtFOtm07g27PbhTFi9mUxsEHr/2Pnf9f8T+P2rq36erajBCE5Fck0ia9CyuyYeZNvcTFUNSbwQBIBnxrdPA0XLmCgF8fLzAgF00EQQU/EQSzE6nwWLy5e1FtHmyj0mgVv8M7Rgfcd1dfg6nxfgryLycr6zREk4RjagqaoiI5dGBb6QrR8UkpobJO2t7YTeWEINt36OD5CSecwPDhw/udi9Pp5Oyzz+aNN96gpbWVY3/eQLFLf/clAY5OTeDy3FSGOv417KHHB+MfMdD9/mq2bjuNUKgJizmTUaNePoBw+kfDt2EjXV98BXNBcNrJf/8trKN7J6Kamr/B6ytBlM04flTRTujNdfyCi5fQFRDOMtoY+HoxNUOexZ/eDJwMBidDhz7Qf3+ChSe1GwgJRmYlxnF9QS+ZrddzqPfcazyN/NDuASTmyL9gDKWhOrwkxY+GbhCNqYiqXimlqRqCKBBRNV6s1T87gq8QCGOZeB5oIiZzFE+SDPgnK3SOWs1Hwhl8I+iTcTcFTZywqx3JacIYp7c7UjRXCyl+XfaxbiaGsYnUBsN8ZNY9cU7xrsEx7Sycc/IwLm0jJEkEu1dhm3YcweIOVL9MsLgd4fhBf+o+/dH4rwXQd3r8nLGznICqMd5QwQ3aLxS/U0y4pBJhIVjGjKSpaBPtrc3AODq6duH1BnA4BsNvgDZKZyf111yDb+06NEGj+3QDIGPRDmd/6yF8f9Magt7+iX9+horFBa3CLMxZzdi0BmZbh3KQOIfPH9pKS7WHiegzL5vkAKmDCxg20UXhlWfTIQU5+4ezqfXUYhJNXDX+Kk4fenrMhG1SxiSuGHcFT2x5ggc3PMjIxKEE6h7FZ69DCEDe7tnkHXb+b16btuefx/3++5Crv2CC/UDzwZhuY5QNb8zLxTFr5m8u4yaR3c9sx93kJyVBxfrTOyR1eLAPGkTqddfFltVEje7j9QY9J/ssbLZ8NEXB/d57tD75FErAFwPQM59+AtfB82KAvaZp7N13E+7O9UiSnTGjX4tpTjlmzMAxYwbWllW07z4HMTEeU14q4epqGv/+dwZ8/VVMV667fg/bixehCgFskcHkNl6H27sad94SwvYmPBnr+51ja9HHeEasY1TnAOI2fwZpt0IUQN5U1cF5b26iOygzOC2O+cc5sS//hPbiqYRbbHS1jmeocSkmsRTtzcOpmfIQippMlstKdkLvICom3RLVPjeJAiOT95Cs1nDZ6HrGpO7G3aEn3aXBq2gL6GynBSMzKA2F+AAdVEqrC9DVGKCp/g2yU2XaI6M4tHAh27p1tkc4KuECEOnD6O1oX01p+3sgQNwXEsnKVOwzD+HnT0spXloHODCFuiho/wpbQm8Fwl/x74n7NtxHa6CVAmcBV47TSzjr6t4hHG7DYskhM/PE2LKSKPHA9AdoD7SztWUr5y45l6vHX81Zw87qz14RBJKSZpCUNOMf7lvTlChgIegTSfvvpr39FwRBYsTQp+i8+34AEs85B0EUeXjTw3g0vbrEJfZnAbjff5+sFSWoAuxdOJIMtqEJ6q93+S9Fj24tfUyRG5u+RFG82O2DSEzQGwxFVvnh5V0Y80SMdph4ZC71jbr2XJs0gA/KliAKIrdMugWX+z0I6HIMmirQ1jiXPdPt7K24l/NtAgIaX+17DWfbO4jAszU1xPv0/Q90FOARK9G0MJn2Xq29nggFZLYvrWH7j1XYHM3kTn8M0RLg/eDpbLNOAE1GDb7F0rEaBjQCtgY6kvQqmYBBv1YGA8ydPRdRELGUfacfpyAioPHQ6SfRed217KqpRZy+EFWUKK2u4qmnthKYmgxGKA/pgymXQS/JbnI5CEWrWzZEGSmZ0f8lf69e+vtRg7FpXjfpHW2x/s/Y57nqWrECs8lExn334ly4MPa5qqlc88s1rKpfxVRJF5SdlqZPXPrWrCG4ezei3U7uq68eAJ6D3j8YEhMxAOe5zuOwvMO4ffm1bO0s4e4EB6sSUrlz4eMk/spstCpioDiogxujZmUfsN2/4t8bkRY/LS/vRPNGqBRUrrf9SHt+E56ki0AwYO3s5ExLHvF+J95IFTZgTWkr01NtmGMSLr33UPFF8G9rIbxzF8GaQjQcBPxNNFZ/z+lFhQxOq2GpbS1dgsAA+3hmJi8iyz4Am1kiGQHeL0MQBe65bBJP7ailomYRceGZXJz4C+ban4k3GrHnuHiIq9lrGBnbr9YHxHdpbaitb3F0ejr3zP8ES9TgDvqWwR7YjkXq66m54EJdYs5oxOBykdLayj3vwOJ9H/JkSxFvrdV9DZ47bRyzhvRvL+xmA7cdOYy/HzGUteXtXPLuFrZUuzn+udU8NVIiZd9a2ip/wm+ow1IjYDKaSTj9dBIXLcKYdmDb83thTEsj+8UXaLztNro+/YyGa68l/7NPMWX/77wvu7bejbtrHUpEYP8XSQTdXYiSREreANrramgsK+GzB+5gwsVRWZRfsclVVaa09C40TSEleQ4JCb0TGUKMgd7bPzTfdz/BnTuRnE5yXnwByekkEulkR/mlWHI1RA+Mn/A0omiIVYCWuiuYmaAzfc8dcS51VY8BkJIyjwotylLvMRoN6Yw4+aQcNG0X8fFjsHXn0QExvWzNKLLygxJ2ragHTEhygLGmnWQO6i9c9Vf8+6IhGOaXqAnwyRmJNDR+TFvbUgyCPsneAyPMTzBBi25gZjIbYt/YCJBFHXGNR6KWV8EYvb1oJ5vd6CDIQaxiQOAMAjveR5suYxIFQtEJwlmdKmpHkLbXd+MfmwB9XtGDEhyI3fqzJiEDBrqrWlmd4SMkWEnxupl96RQi9UG6l9Zg+pW75vHdu6mesQrNDqA/f7uFMQCMMjkQEHSz8Gj/6A8awAKaoHL4TROpeOtVGD4N2WDgmyL9eZ5hs8bYimpQxlexEWlEEeAiIW4YQwbfg7FKJ9W4Fb3tnmwoAeZTUfEYoqRL2mQkXcpbTfo7O3SnF9Q+ZqTRaxtWQzjsg0lLPQIAg7l3/HPQsTkYzAls2/4YHR2Q1eRFSijsZwQtRMe9mhomPtnK0WfZmbPPiyxKjNG2cLjJz8QJn2EwODCKOkgYoT+A3hOOrd8welMl20Yl0OGSqGv7kkGuPoDZ/4IGevsrr+Jfvx7BZiP76acQ7X1y6bAPSn9AaI3mqNs+gEI9T4tYhlCzOIQaDmEZnEfKU5/FwHP4bcnDwPbt1Fx0MWpU0soyahRJ5y4i7rDDEB4dgNtkYOf+q5FV/bkSBAMGYzyKEkKSDsQG/or/8xHwV1O+/yEA4r+QyEj2Ipk0WPU4jDqpF0D39RjkgtJlRunyowgh5IYtsQqLb5NqOUYLYsXCzq79DD11Cs0jH0K2RsUUo5Yvgl/AskNAPiiecLiNktI7aGr+luyaWXQ/+AaaLJN266064dFpJvmc4XR8UEzV3nKWbd8KAsybO+8A8LwnEhMTWbRoEZf+8AvFrhQkVeW81HguKcolw/zniDHGPtWzAFo4TKi8HGNGBlJUa31/2f2EQk3YbIWMHfMWFkvGn9qXZ9ky6q+8Cu1Qvb1xHDarH3iuqiEqKnT/gdT2CYj+Tf0wxnfUk+kUEslTZC78qZnu1HV40jdhFPR2VhUOfBefYBCtQgqpaifPDxuB1Gd89GsD1c7OzTy28wcUjmSwup/pG84mecpUnLPyoKMbdlT0l3uJMsUer2qiLhghSZSZoSwHkxlDip6D2dLsEPTTbW6h80yFDcKUGHh+WyDE0Sv1/jjh+CK690T7vx4TUUFEUCSc9dNB1bivvIGwYGCotpvJoR04jy4gVFGJFA6D1YrzzMNJHD8YTdEIVXWhesII4n9WxuW/EkAv9wc5eds+PIrEEG0Pl0XupdMdhlz0H8DLDqjbQYAjQBhHp6+CDRuvID5+LC5n9GWLPtwNa3az8qUNhAaxzQsAAQAASURBVJQZ2EaOwDYzhCX9VZSImV3fH4YS0mfmbE4TyUMsfO/+gu5QNxlCBAsgGhLYP2gGdmDQMtDncvQHS5J9SEqEsNlFY8Y0Gutg72vFfB3/BrVSLVmOLJ499FkGJhyoXXnO8HPY2ryVFXW/sHzrIooMHYiqkYTnNCwj4g9YHqDrm29pe0bXxk658FLaeOo3GT+9hhN6JJx0Uj+ADiCiGdgz9ByakybCHp354WkHCk5GzD+ewvGpJOLAFd2ef6qKnKlhMDjJz78MpbOTmgsuJLhLdzfWG5stgIZt8vh+bPea2ldpbv4aQTAwcsRzxMUd2AhL0aRMSnSS/9lnVCxcSKSujtZnniXhzEtxLy2m1HU1qiOAtWMwWVuvRVONuJhBeoMRdWY8XfndiAYLSYnT8QeqKC9/jGC4lh3WViaYRSzRZGxfYzeL3tiENyQzI8fEK3nfYX7rVVBlUk2f0abcjaJk0Bh+nA5xCWO0Fxi6+gqOFC/HVHBCv+M+YXw2X22vZ3xuIooSJE19iKvG/dxvmaSkmRQOuIb1KwVAn9RYMCqDm2ur0QSJqeJWAu0DMVg6GJOsTwIMH3wdgiDENIxlTUONAuhy1M3e56tg185L0ASwbhBw/CQSevky7rt/HYl1+jJqZB9TNr6KIVXFG5Jx2f5ief67YkPjBhZXLkYSJO476D4sBguy7KG65hUABhRc3q+UCsAsmXnhsBe4c92dLK5czKObH2VH6w7uOege7MY/VtrWE4IgIUWZLzZbHqNHvYrbvQ7JYEdY20ikvh7J5cJ59FFsbtrMD1U/METSy4Q1pTdJ92/ZEqs6eW+WSEpeIhmRf2wI94eOz3CgkVJT05cAZGaejCAIhIMyv7xXQn1pJ/l50eebKlpafgDglTpdo+7OqXdy7KBj2blrJa1RAF0odyIHEnAK86ire4jIQA2TCDU1LzPaplAWFNntVzjZVQCUk2JKxCfWoyjhWLupaRqlG5vZv6mZumI3iqxiSSon9+AnEMwhPhCu5nvrwQC4uj5myuRpTD/pKH56ehNBaxOipidZ7S79egYi3Vzw4wXcPeUuwvQCd+Pi7UhffEHkp6UMNZmwiCJ+IDs9HbWrHSUUBCMUh/R2UPZvYFRtI7uy0+kZjzdEAXRz+2r9/AGDLCMbDHzVomvAH+1p73/N/b2miY35BzPm6rNxzu5f1fP2nrdZVb8Ks2RmcOZQarwNKIqGKCu4330PAOfxx/1Dvfu+kWeM543KEt5R3TyVlMBy/Gz+9gTOGX4Oxw48Fk/Ew09VSynZM5BCzUS7vY4yk4l0Dv5D2/8r/vUobermsg1l7DrIglk2EyaCJh0NUc1HS7MfdYeP1zW9f/oYBzZEHv6+mFvXVpA0ygPWlB5COuFaD+3v7kXpCgNR5lJHBfK6p8mN+KFkPYXAyUAk3kpcfgBTzjc4Dp1F/Pz5lHcGeGaQia+zjLj31YAJGOikkzE8rI7mRON0PEIbP3MIIcGCTda4f0eAKe0K3UaBpoSdBEe/CCGB+MZbGR4chjhQpq9OWUx2RtHQNC2WA4UqKqk591zkpiYMaWlkP/0Upvx8ym6+nfbd7WRGDqFrcSrXhdpIim9gmmEw/RC1aGiyjHflSvK+/IqP6hoob/WR1NVCaHI3e05QYIy+nG+ekbGDnsdV+Oeeb0EQSL/tNkIlpQR37aLub5eT987bMePf/0T4u7tY/tHtmAu+RRChfk0mWYWHMGzGLApGj8doseDrdLPq/TfZs+JnPK3tWJP7y7Fomkbp/rtwu9chihYGDryx/3nFjOej5vTLltP5yScgCGQ9+QSm/Hx8vgp27LoEi9aG2A1JTxmwzNaZWj0eRC1BPX81SxJOg8Su5q8AyMk+m631el/RM4miyiE0JDxD9CqgzIwTEQJRnfVolygrCiUr6kGAoWOdZK18n4yT//elc/6b4tNmNxowxWknjTY27L8PgGTXOOjUl3EaJMZW+dgLICpY4y3g0/u3Qq0EAxYcrWOIROpi2/3FNBJVkCjUShmZMpKE6nEEeF8HrEWBqEcpxx82CEdcG961DSilXZDam4sNXdqAO1kBI4S3NUF6PkFLJ5sFHYiYJ4eRrFakgVYsAxOwfL4stm6RN4AhdAOaHSzdiSTljITuXlPUI2y9oGkP47LMoE+OZWYaCC9bjOeNN+DRaaiiyOJ0PZ882aG/+6qqUrzkQRqHv8lsTqA4PJYjR92OKJpi2+uJSeJuWlqWUF3zMgbuBGDrugq2DixEVDVGV4XIql0ZW96tRnMRDAwYcFUMCBcMvQC6KvsJIdPRsQaA9JYQHHwm9BlvilEvDFUNg6rwzq63qXKdgVXzcVLdenZsPJsUi49BExy9oFkMQO8jxVK1Bn7RWZzZ2WfT4X2XhoZPGFBwVUwWAek/C6CHKitpe16vLk2//TbMhVHJPV87bHwZNr4EATeCNwGwollTYN5FKAULqDn3b8hdFZgKC8l5853+wDsH5suK10f9ddejdnVhHjSQlKuvwTFrZqwfa0swsmuAE1X14XROYMjgu7HZCg4Yc/wV//eEJofYt+o4VGMEU6lA3DYjCe+9BxuehIpf4IdbEIbcAECkRpcY0yQIlur3fGdwBQP7yBNVDXGhBhS6UleRMq2TFofuMyJ4DSTnH4qGit1WSOTCz6Ghi/yT3qPNsoGy8kfo6tpEt7SJpHgDplqRxltuwbt8GRkPPIDkcGA9Lp/lNd+iRTQKlFQKtluQBwUw/E4V+04MrMzQJe4O2r8D26ZmIs7TIDf3T12rHgJEsKOD6muuILBlC1okok9cPfE44sRc2tp0rGXUyOf/NHjuW79eB88jESyFRXjYF5Nu7on6+g8JBuswmVJJ6Z5EO5tAlvUcp93HCm0KADfurcRMCk2jdPJUQfbpUHcgi/6rFjdLtBQETeG68JckGGf2P/cYgK5SXf0SpRVP8JP2LAhwSmk8dkcy8Yfm9Fu2r8+Vpqj81OnhiepmAC4rWYppYATBoRO+7JPSsThNEPTTYtlFm5DMa8qlYIBzKkIc79aniu1TMrAUJSAW622KpOkYmowBR9NoDJF4Nvv8fNnSiaBpnMEbaEoAwSDS+szTGA7Vy5nEqBSfIAlYCl1/6j79q/FfB6C3h8OctGUrbsVGgVbGHeInuD60IIsKpNqxH3YIUmoComhCFM2kewdAOxjMWQhhE93d2wgcZSFxr4YSirDmse/ZUWJAi7KdfWIGBTm3A+CtPJyswjycaXZyhybiS2/h0mUX0yG6yXZk4Ux1QKiFwoRmqoutKMlZaHYnjkQLgyakYvv4ceTVS6hPEPDc+SD2ukLKtjTTWOxhIieQkzSGU86aTaGrAL+/Coslq59OuCiI3DntTh7+8TCKDB1oCBR0nEqg4kO0wQd2/r6NG2m85RYAEs87F8fhR8KGp9D6sHd6oh+AbjTijBog9ER3W4DvFwfpTJsImsag0U4c375Ih5ZEe/YkvFIC+7d20FCxjZP/PhHJ4MNzVFR7Mv18jEYnzS8/QnDXLsS4OFKvuw7XiSdQtXIEqhrqB+p3uNdRVqab1A0a9HeSkqb/5r3vq4cpKW4yLj+Durtfwb8Twk9vpXHkS4QdDRjkBIZmPIw0Jx62vImt+10MQ8bCnA9J7ZO0uVwTSEmew5atJ+Pz7WfbiHgmKB7au4Ix8PzE7E4ekh9B3KyDBgyai3H6daQlj6Pjs/0E97SToh5OszSFBPk+rjd8xIb8Rf2O+9yDCzj34AKCoSa2bL0Im7obRRVZ3ziBOm8m5846hjFDohItUjEAWS4ruySFHT6waH7OFj7gNekO5uUvwyCqNASGMztfZ+f2nYlUeyRclAjhcAc7dp6HrPmxNqi43jPTPHQ8b33eycSg3nRU5pg4Q6rDsCaIVTL/BZ7/G0PTNJ7frifSJw0+iZEpOuOptvYtIhE3NtsA0tKO/s11bUYbD01/iPGp43lw04P8VP0TZZ1lPDnrSQY4B/zmOn8kBEEgMVFn/lS9qQPiCaedimix8OruVwGYkX8o8GMsSVf9fhpuuhlkmbaDhvDNpP2c1QM2/A91JH/NqPH7K+nu3o4gSKSlLaSuxM2yt/fhaQ8iCOBKiSMoQ2nlSwio7A2IeIjj3oNu5uiB+rXs24YmblbJHhJH3X4PZ7XdCIOuAGRGWvXjz8u9gK8OOoHkLVXUv3WZnnzFzI71Y9r2Yw3rvuh1a0/NW0HiuPfQjBofmm7iu8hEAG7Ji2PRQbfhbnLzxadfELS6QYPstEz2AQHzENA0zJEaNrZu5JpnToUB18W2O8tioOXxx/V9XHctZoMBv6xwzJFHkHHYTG7b+Un/a9e9DmcgwKSKBj7uw0gSlBC7978a+19SFGSDgW5ZxSIKzAx58QFySGbrkio2f7kXTtKluHYNOJHyT3ykbtzEiEOyscYZ+aCmkvf90J10GZkJozkm3US4pxx51S7Eky7EvvAMhiY6udHt4aCEfwLaaRp8eSliZw1nJ+Qzec6r3Lr5QUrdpTyz7Rme2aZL34ytP4zJbQtRBYXVeV/x7sYC5rcpPD3mkH+8/b/iX45P69q4vriWQHzUn8MgoCPWIKBxfnYKNx+UzsoRrXy1vYHm7iC2FiCokmA2sLczQF1NFwwGfyjM/icfxdo8HjQDrbTwta2LNTlJJLf4mD/qEhJD+2havZgBTZDeCcbuAMGdO2mqqGRlV5DlbSG25w6AATqIlGEyclx6AlWeAD/Uu1FsBj6KGx87/gF+H/dtg7FjM9DCCsYdrVgDdmrwYVCTKGzKINTkpmV/FwlHFyI5zYRruumudUM+BH1hKv6+mjJVYU2wlQXLHsEZ8tDoTOOVudegrvfj/24rY4SFpA/rI3NnTqYjlMzi6z9kzh0LsY8ZTaS5ma7PPyewew+B7dtR2nttcwuBwBgV98kKiCCH4omLdxGghj3NtzAh+7MDjKz+aIhmM9lPP0XlCScSKi6m9oILyXn11VjZ9b8zyrds5KfXniBv/lYEEdSuoRz3t1dxpqb3W87uSmDuxVfgdXegKlUAhPy6hjJATc0r1Ne/DwiMGP5ErOrQr6h82tTByKjcgqpGkDs6aLztNkCvmLJNmUJDw6eUlN6JqgboVqDwSSPGJgGiFXjGmHGpvj+jIFLf8DGqGiLOMRynczyGRr3UXY4y0DVBRR5mJ0gTomglLe0IQrV7AQiLcUAHGjKSQWTOucMoHJcKF76KpmnsL3sAu20QmZn9SRR/xf8sNE3jw0Z9EuTk9ESKi69BUXw4neNJdo6BTp22NC8hjsh3JTARNFHG2MeIbBDF2PYlIqpmpD45whLbWACmixsoGnQ74Qad8KNFIpgEEVBINEpMTo7HsNCJfWI6zUsrIaqrnu9VcOzy0D5JAxdIUQmNDmuACvTc4Ngp4/qdj9nYO3F+qPk9NEMIc3MaYw96i2+DVujWpVQsosBsh4Xm6PGIUdPAZoMOcszs2knD39/CKPaywpvMAlZZ41CzFU1T2bv+ZprjPgXg8MpGRm6chn2eLnfTt/osWWshj0pKS+8CwBpwgg0+zdbfycH1YcYVf0R21QoaFEACsyGIHwdeNZ/k5D7+WZIZQdXQRAFN9tPc8SOg4uyKYAsJMPo0NFVDi6hosgqq3s7LIYWyFffzuFPP5c617SQz+DfK5XZ+fG0PAU8YY6G+7K8lXFAi8N01gAZjziB54u1Y1q0gGKylqekrsrJO0ZfrAdB/x4uhJzRVI1zVTbCkA8llxj4l4wCS2QHraBpNd96FFg5jP+ggnEcfDSEvrH8e1jwF4agJtCsPIS0DamvQpl6DNuVsmq69lnBFBYa0NHJfe/W3/b1+VT3f8vDDROrqMGRmkPfBB/28hzrc69hVCKookOyYwIgxb8X8yP6K/ztD0zRKlx+N29iJEAbXuwaSL7kWcfAsSMyEF6ZB6WKEuJn6Cj1pvwThBg9+McRm+SdidEyjgTsX3UHx1nsJ2xr0RcNxxP3i4tuuFqSzs7hx0o0YRSP7I98iA4KskWE9Av/L79M8u5xIgUbHDRIDGk7E/+gXeH5aitzaRs6rr7B8xQq8ET8JDhczPCOIVHtofmor8XPysE/LJBRpwGLJRBBEmkMRLt1bjQqcnOpkVIVKbTDI22+/zXHHHcewYcP+4bUJ+iKs/KCE9gYfoiQgigLdww0QJ1Dx9ufU+iPkJKaQ525D8/upveRSwg+NArtGUtKsA7TM/2j4t26l9lJ9bBg35zDUo8fRWn5vPyKALHuprNKJqwUFlyOV6JO2athIy7PbuS9JRs0wMk7byIigAeUYLyFvHUZjIjmZJ0BdVcxMGqApFOHGEn2S92g+Z7Baza+jZ/KgpWM1ZZ6H2cYEOoRkXGGVeTU2Ei4ciNCjftBTHdrH3bzKF+Jv+/TtnhNn4qAv3qbtetBEBWOGHdfCQqRSXQY1JEi86L8Sn93O8E6Fi8vCyBqIdiPO+fkAiNFcTZD0c1eQSGzT+4TH2vW+e567nvyEKjTNSXDvXjyLf8A4QzdM/Wc69v+J+K8C0P0RHydvWEm9nEGK1sz9lR+Q9lQZQljBMnwU2Xc+jzG1PwsovaEd2muxxY9h6sAlbN12BkHqab7BSGXzCygpEhnJIuawjyRDA2GTkbCjHUNI4KjmVzFI74FlKDWrfVxg9eERRYaGwrxQt40qWzqdZkh3tJO8/Qucp59E4HQXkmjGscxM64olyAaBJ48VuWigwNx5wykuXEnx8laGtkwly5fCrh+ep6l6LRhaMBicpCTPJifnnF4Gtm8Xc+P0TvfLTjN/80Y7Vbk/cOXfto26iy9Bi0RwHDab1GuvJRhlzv8mS7QPgB43e3as7N7TEaRkfSM7ltUR9KqYQp2Mqf+YpKYgoYoS0gcNJPeRm2lzC/z85j46m/0sfWMvg+Z8hhoHhkbIGH4Mcnu7LiMDZD7yMHEzZwI9Jbmh2DEFgw3s3n0FoJKefgzZWWf87v0XPDojSPM1oTw+BVWZj2PuPSCa6U5fG5VnkRg96UVczuGw+nHwPgZmGyx4pB/jofcyOBkz+nU2r5mH3+5nq7qUR989mKZukQsStnBL5/MIcgCcubDwCRioNwgikHTGUK68+ScuwUKcP4FWHiXZ8CSzwivQh8q9EQjUsHXbWQSDtahCPI9tOZsS9yDiLAaeH9SrV1qUpoNPh0/O5v4KvVTxRD4kgXbiTd1Mz9J1UrOye830TH0Z6NEmQZa97Np1KYFADZaAgvNZM4Is8G7S7Bh4XnRkHpcdWYjnnfXUoc9I/hX/vljfuJ6tLVsxS2bOH6nLLalqiNq6twAoyL8cUfz9JlwQBE4ecjJDkoZwzfJrqOyq5LTvTuOBgx9gVu6s/9GxBfbo4A5GIwmnnkpJRwlr6tcgCiILhxxLoA+A3vLEk0RqazFkZFB7yZGw58mYcYmm/Q91JKM+C4Ggl7vW3UWCbxXDRbDbJrH8zSbKt+oD47hEC7POGkKr30awEwRZbwvc5lF8efRz/YxONZ8+gBV8kH/krQyYNpwP795IpM6IUbGDoQtR0DCb0zl0+LV42sMEInVoCGhypFerV4tQX+pm/VcVgMbIOTL2uE/pNCxDA74Sr+PbyEQE4IkhORyfHM+yZctYt05/RyXVjMM9mMyUNOjojM3+3zviIH7atpSBS9upzO/VqM9+9xnU7m4sw4aRcPrpZG0to9sbYEv9TzR37yPYh/BglCOc3z0em6MMe3sHqYoatUeFQVX7mdFVhCrsRNRA0GSIstnSfQ3sb+pGTB1PtWcavi8qAEtssJuYH0e43ENLtYdlb++jLN3IB4fEgW0MAJVhQAJrMIBqMhMSRVRRxGN3sDGkcPz2cuYlx/PkkFwSjL/zbG94EUq+17VIT3yLIZlj+PjIj/mh6gde2PEC1d3VDOucwsSaI/GbBFw5y6geeiHdhjQ+bg9xZlslE5ML/tUn7a/4VQS2b6f+mWd4/qRFvG9ygCQwqkPG0dpBTcKz+OQQR+TP4q7J12GPMt/mj8hg/gidxdP0xBbkoJ8Xjsmnrvh13vE38QZjSZbjsTbpFQyfxjXy8ORC1J4Jl/w8dO7lBITRC0k3m0kwuQiFQjTLKl6hDzitqkxtVzmmLsIplw7HZNHfy3VxbZz+2TYyi9rIia9jtm8fc9ecRvIcG7bZ+uSia2Eh7XsFatoAk0b8/HzClV0ES9y4P9vfexFsAuQ7iAgCZkW37BtuTkc5+Hrq6jdxU8EEOrolRrd2MTtoxIhIRIKu3ADN7U9Q2DUTC1OpT5vGDw8s45DDt9P+/POo3d2xXUiJicQffRyWwWPxUEZj3OMgwLKag/mw9CS+uXQk1J5DIFDNjh3nMWbMG5hMB8og/ZEwZmSQ++orVJ+ziMD27dRedBEZd9/Vy4L8H4amaWz6+jNWvf8mWdOaMDlkjIYMDjrqYyTpt7W/RVHiiCuu5+fvvwMCbPjyAxZeOAevfztl5T3EiVtjxqG1wTCLdlSw2x8kXTTwACYskSB1f7scpb0d86BBJPztPPbsvYbm5q8BqI5Yea1Z45XmKAge6Q+gx4xtNZm6urcByM7RZdF6lunRSdcM4D8qFfBgVA5h588dSB0qHakTqRxxGHnchSjJLLxiNFlFCdHrolJSehf19e8iCBIu1wRstvx/yzX/K+DlulYqAiFsksgE5Sdq3KsRRTPDhj7EmpZe8PjQpgiapzePNfYBDIoCpcR/64TRYM7JxahBRIB2KQ6zFuCcAROwWDKIGPcBurF5D0gxN8kZq/Q0pttJPaEI1umTKtNcDlxHZ9AQcBAE4oY5wQe7Tfo7l0eYKenJ/c4nPjoUidO6mGxYitGfTO7uOwmgYBzXe8yzk+JxWIw0A4pqgI4gxOvnm6I1k/3lyxARSThyXr/tT2+VMeVF2L3ralqC34ImkOE9n+WbJiJoSqzapi8DfTybCAR0opDgkzD70sAGPoveJs/q3MBhkz6g1pqIoIhoEsQbPLhJZknVSOJXVnDxIdF2RjIiaLp4Tvf6Rmoj74MNrA1H0ygfjvpIOVq4NLbv4LBCyK6jo0HjyUwLXimOPLWZ68cswjTJzKqPStm9op5VH+2n4ZgMMEOkRypMjeiT8htfgdZisCXB3HsQBIns7DMoK3uAurq3ycg4Qc+3/4kGerjBS+eaBvzbWzAovfei+JsKyi0GJh0zkIJRyb+5bteXX+HfsAHBbCb9zjsQyn+GLy8Dr26MTfoomH4NDD0K4dbbYHMNmhzB/cEHdH+/GAwGsp58AmN6+m9uP0Z8U1U8v/xC58e6b0Tm/Q/0A8+7u3eyc+dFqCIkt4UYOfAqxL/A8//ro2bD36iT9PzE9Y6EOeLqNQVPGQxTLoG1zyAsuwtwxTw5ADRB4YPkxQyPGw6s1SV1r7HSUHwp2HTgPLHqcOL2DCP40wNsOlekuuQjKroqePSQR2PP1radP8EL7+Bq8hLfmEDXHQnIlFOZ/zlD37yNzksfJ7B9Ozsu+xubB+h5+FHHH02OMwP35/sJlXXSuO4H2ru+wG8vJilxBiNGPMdVxY10RBSGOyw8NCQPcdCZfPLJJ+zfv5+PP/6YyZMnM2fOHAyGA8cNvq4Q3zy9nfZ6X7/P1QFxEGfk48JJ7Js1CxE4Jc3F2Z+8g+Hr92g3bgQgK+74f/leqOEwbc8/T/srr4KiYJ82lczHHqOhVZ+M7Iur1dS+TiTSgdWaS2bGiXQaP0BKH4XGwezt8vPjCJ3EcAIfErfgOiq6dfJaXt5FWKNV5bJGrF2+r6KBTllhqBjgWOUTNAbz6+jp29yeEkBgvfVSCMLCehnX2FTMBc7eZfvKvQj6vMtlZbV0yyoT4+1c8snr+FLGABtAVFk/ysnrL61GKNoLxiksVefTaU/EFghw304FQ7RZXJNm4jiT3h95I0GwgpLQqZ8PRhzieLa4QqwJh5BUjbPbKlETdJJCy1NP6ccW9ZMJRHRj0f/N+K8B0GXZy0UbPmO3PBqr5uOuLx8i/UcdYIybN4/MB+6P6WD3jajsNBFVw2rNJT/9ZfbsPh0poRNbws5+y3r7/D0wkI3BGISwh2DjNq7JSMMjmhgVDPFSUwsOTaPG3wFmE5T/gBJvpWrQxwSq9E7Z0imSYJRYc1Qu1WkNRDyN7Nr3Ga9Vv0DWYJljDtmCqO1DiLaAmiYgy100Nn1Oc8v3jBr5IoIgsmv3ZQhoVJHDCk8bGZVfchz9DVADe/ZQe+FFqH4/tqlTyHr0UQRR7NWP/AcSLkGzi65hx7Dj+Z10NProbgvExAQTUwwM+foRLKFOQugDwZxXX8XgcpHugnkXjODThzbT0rAVW/0HIEDSukPwSG0E9+7HPPw0pIREBKuuayRIAqJoRFF0cCoS6WL7jnOJRDpwOIYxZPC9vznDrzXtJvLtiwRaWmAKKKqVxtAb+pciRELbaS7UGZcZ+1Nwxu+BffdBebRMctYt4Pr9EiGLJZMxwjy2hj/Da+rkxPy7mOCfwg2+d3UzsoGHwXGvgC2x33qCILDEoLBS9vJmXjrJ1T465YtJ3fgQTDsr5vbu85WxbdtZhMLNWK25tJkepsStA4PTByVjkHpBg6NGZ5KebudvlfV0hRRG2CXmeBejaRbGJv2ISYpQ7xvA6YccHlvH0I+Bru8z1PkGgdAOJEUg90sFb6fIntQRjDDlgwqjZ+dw8JF6sitEDck0+S8A/d8Vmqbxwo4XADix6ERSbfrEXnPzd0QiHZjN6aSmHv6PNhGL0Smj+WjhR1y34jq2NG/hiuVXcM7wc5iRPYOihCKcZuc/38ivomdyK37uXAwpKby5Smc+z82bS4YrRwdjwxH8mzbhfucdADLuuQfJoU/K9cyWa/9DBrqfEN9Nm8mG4SPY1BrgUNsECmmk7ucheGtaQIAR07OYelwhJouBvWvdsU4vhIWbZ76H0dB/YBDeWgxFEF+fheui4xEEgfkXj+T7F3YihwV6cF1jZB6fPbyN5kod7BKnP06c0kFm4BmQYP+mavZv/4bUsXtx5ZYTMdbTCfiw8Y33cr6J08uzL7OoWDas4pmKCrqjwNno0aNpX+siFNFiyQZAusnIydkDyV55KJvDn2OMToTa/G5GfrkEVYDaS49gR+U3mBo+Jt7bzuM1OnOkMHUuRE81v7MVb0MHm0eMYMKKlcQl97JWiyr3Yi3zsbool0xfClIfbb1x2+Iorh0Jw0aCBqZQJwMqv8EkXE4IgXmXjiIxDB9/tYSSPT6+nKK3EUV1IfJbZdJsJhY0ryTtg1dJufQSGj/4CI+iYH34ET7OLOCdhjaWtHVz8Z5q3hs1IAY6xKKrHn6+R/973v2QOQbQtf8PL1hAvGs6H+9qYE2rl9XDJRRJgKiPiIUwC11uxiUdaPb4V/xrEaqoZMe113PLaRew16QPvM8uD5FqMlI56Bv211UyMnEoD0y9FqMcgo5aCHSAHAJNhUgAISQCJkxfXsowYQOp6XplgF1NAvyUN63g8VlzUSUJa5uXgxMSEBK6WeYOIUsuNMlFowyNPYbXUfB8hM3MnLK9THn2CQoP0cvxtbpGGKj34VMLk3lyViq2jqsRCJC+/yJSjXdjrraD9j0IAoJBxDIgCdpAsGjET89Bm5GNZ1kNnlX1iA4j5pw47BlWUN34RI1rpE7urdmONWUCUlw6eUMW8rEkUBtWqYkodKGRWxjPQbNzMSkqn25bSIlvP6PNjXh3ptGUMJrlX28hUxNwHzqXqZPHYR0+HIzZdHxRTl3tclqGvIcmRHB0jOWgxvP5QfVwx7d1vHHGa2zddhIe7x42bzmJsWPewGr9c2XNlqFDyX3tNWoWLSKwZQsVRxyJbeoU0v/+9/8RkK6pKsvffoVti7/BmhwgZUQnAMOHP/C74HlPWOPiScktxBvYSmdTLd88dSep01YBGhkZJ5IbNYte6/Zy/u5KOmQ9L25SRb7jKE5o/ZzA1lZEmw3n/ZeweeeJBALVCILEPop4qamKZGsagrEdwuFYRVMPON5rbKsSCjVhMqWQlnwEgV27Sf1xE1es1hgol6FerQPo3emNSMD+X4bjb41WHw07B9HQO4DPGKiTHTRNYV/xLTQ2fgoIDC66+y/w/N8YnzV1cEeZ3gdemWWhvkL3bSkccB02WwFGMTrJLomM/qUFQesdFof3bIac4QiayrjPy4kffQYaoGlGDKpGJMpQPzE9iSF5U4H+xuZx0dx8QUr/HMvUZ5xyyOBUHKkJGLfZwQ0Gwd9v2duH5RGSA5glM1KUKT5S8HC69iaDKMFEBPs6J6JmJbCjlbDmgwx9uYUpLgQtBKIRccp1WPoAZgezEkQN14knknLH7bBqd+y72W3d7G65BE94O6gSWZWXknXYqbB4D5po0CvtTKaY8TPAeDbG/u6onYHk6v3O4vNzc/sdCCLsOfVmrIanUAhG9d6hwpPPg4uLsZkkzpyUR7i2G0E1giTTvns7wbEVoErYm+ajROKI6eJEQ1B1NfVPshz8LBwKwM1brLSv2oZtbApTD8nEFm9i4zeVNOzugPF2In3NqrvrY9ItzL49NlbLzDiRioon8fpK2LLlRIYOfRBHD2lF6Z+7aqpG59fl+NbruIIBfUzVLmukGQXSVTB1h9j96i6qhiYx+YzB2OJ6c6tQRRXuT3Zjm/l3TNlxyL98jVj2GAahHRLy9eMadixEr3lsDL53L96lusxE6nXXYhs7lt8LwdhbIdx8t55HJZx5JvYpvZJ7He517Nx5MYriI8FrYMS+NsRJf43t/m+PtuJXKPPrspQJS+xYt0RIvPLs/jI+M2+BtjKETT8B9APQG81NeEYLzOk4nCbW4p2r4strRxCMJDbOJ2Hv4UiyjUDJmxjSUrn6pL9zy5pb2dS0ifmfzefJSIQEQH3kBRK90BYPdx0VwF0T4LxkkcEWP/u89zHspbvouOhB1tltGAx+RowQUdXPKWlqIDCmBl9hBbLWGTuu9o6V3L3qCZZzBGZB4LnBuVgkESQTp5xyCkuXLmXdunVs2LCBqqoqjjnmGDIyeqVWGsu7+PnNvXS1BrA5TRxy6mAko4imaCxuracajeJsPf9QgfebO/llznG8PKwGzbQMQ61A+013YLzRj/O44/5pFQlAuLqauiuuJFSiV6fFLzicjHvuQTSZepUQoria11tKVZU+1i8ccK2OcQXtWCdfCoLIq6P0+3eQtJs8uZo2FhMM1mMypZCddTqePn4YEU2jxBvg0yZdbvMmSzsGn4LKr9oqTaWzfSkwBkUw4Sp4knUVThDghE4N50n9CUY9E8ERTQNJ4I08I9t8QZwGiaesCoElyzEtvBDYgGxUuHJJMYfn/4TfoI8rOyW9Pb3k8/fITtbHY7Uo3FTRwNtvbMSQ9BOjK/cwfTQYRP1YFQyIRpFX9OJmFjZEyEuJUAmoYT++FStREkSwBIA49pXex5jx92Ew/PsrJn8v/isAdFn28vDaR/lJOQZBU7j1s6cYuqIV59FHk3j2WVj+QelHT+mCPyjz46u72b+5Bcl8O3FZm0noLiEjvIPkwk60pALkofOJGMBkSiIz/1LQBOgo58EN91HStoVEUzyPH/k6jvhccFcj7L4EqCEcr9F6YwQ1AQwRFUUQCI5RcV+jUB0uA2x4l93NS6k2Lk7RKLKowG7dYb3TQMv+w2monYsloZrUEd9jTdnLjp0XIAgiqhoiOelQRg68m7dbT6E+qOsV9TBsIs0t1F18CarHg3XCeHKeew7RoqMsffUj++p7AnRpLraPu4qO+EGwVQHaYt9lFbkYMi2DnAQfNZ906tswajhuO4NuQymR5o2EQs2EQs2MPL4Gj2crCBpxDVNwORYR2N4FpGLM0UHDzi/K8K6uxzkvPwbqK4qfnbsuwefbj9mczuhRL/dq1KEDkOGSevw/LCPQFI/KyYStzcAWVDFqxpdkIi5pLfutT6DajRhqBXiqnZrku8iY1InJZYFDb4Opl/3msxEKhVixYgUlJSVMSkxkfG0Xq4enkWR3kzrme+oqzGRnnYaw4LFY0vPrMEoinbLMa06YS5ixWHC3nUjKjk8Qxp1KIFDL1m1nEg63YLcPYuyYt/m5VKFHKX/GoP7l2k3hCFdUNVAXijDAaua1IXGUbVZR1RDDXL8AYE04Gyma2KvBIMYoGziiqTEGuhraAUDuuiD+DXY0BBpHnY1JhtT8eKYe2zuQFkxRVK4P2+Kv+HMRUSKsb1zPD1U/sK1lG2bJzLkjzgX0Z7qHfZ6ddUY/qZF/FsnWZF6Z+wqPbHqED4o/4M09b/LmnjcRBZGTik7iynFX4jA5/vmGANntpvtbXX8t4fTTaPA2sLhyMQCLRixC8EafoUiEprvvBsB14gk4Dj4IQ+lnQNRwTeivZ/uvhqqpXFXyPT+d2VtN8T0QUhI5qH4kdfGlbBzwDc1540nynsSK4hXI7jJGRJuJgTlnHACe+7duxfRWI3FTDQy99FkEbwvYk8kbnsT8C0ZQUtPbZe74ZjARXzeiKKBpGqpkoktKJ8kPpjho6LyXrtFWJFQUQrSoI6loHsx3SQvpjtOv9dTy3ch1ZWyPbjMuLo6FCxdSVFTEmxvWECKEoc9A75SMRMLebrb/8C0AiRqUAzN27EDUNJaME3it/gnQpQ2xiSZGpI5jVMooKgNarGTzjKICmvZuoiIjg/hRI7FlZoA3jEkQOGfGbLbUlOPFR6nFhyhrYAaDrDEg0EVY7CChG5I69pBfvQTb/OkYDQZCikpE1eiW3Lwg3U/DjEuImI0MsMDrEwtZ+XoxgW4PleJQ4q0puD/6GKO7g7S8XApnHMQ4UeSU9ESO3VbGCreH+yoauGNgH8FpgJ9ug4gPcibDhPNiz9LbDe28VtdKZSDKCkvqvU9JYTfHii1cN/N4XL/Hav8r/nDIbW3su/wKrj37Mspz8omLqNyzM8ig+u00X5zNm+t/wSAauGfCDRh/uAU2vx4zpOobQuhRYAiaqkH+FBJN+v2MCBDY8R4PHXUwYZMJqc3PxGAJDm0zq3evxgUUJIzk79OfIaAZERCQBEgzGck0G7EbJJg8FE+6i84fVQRBpOqMs0i+4EyM2TnI3Z2kmz/C4whg7M7jkZYcXjLvRaiJ0L5jMUljFgC9Uk49Ax1BFLDMiKOtcAs+XymBQC2rW4eC9WQEAe5e/hBKRzvB9BUkXPEEXVu6MCsa+ZKAkGZEAnLaA/g+LsEHzGYcs9GlGcJJ8EyqyCtzZ9GUoBtJ3paXzhmlAbp/KaFpxKt0Z64FwN4xkoxtF5OlwEOCjUuq3Dy6zMmCoS8jtl5FIFDF5i0nMnrUK8THj/pT99g6Yjh5775D69PP4F2+HP+69dScfwEFH3+EIeXPScSs/+Ijti3+BgSNocdGUAWNtLSjfldy79dhtsXjDYBkklBdSwiFu5FIpbDgJgA+aGznhpI6IprGkC6FeU0Rnhps4RuOZZa4jNzBWVjvO5ld7TeiKD4s5kzKLYfy4u7PMYhGHpv5GOKD56OGw70M9Khcg6L1HzQ792ZQduMcWsigLXUCSvIjFFtlirgKQQDJ5EeNOMnKOwhxgBFfcyfuPRW4OnqrF/S8WqK09J4oeC4ybNgjZKQf86eu719xYKzs8HBlcQ0A52clc1DnDXRFpVtycs4GIN+qg4pHRAwYQyqis5eRriXqYHau2szkO78DLZ7W53egeiIYVTOB6KIX5PVOVvU1Nr+vKJvt3X4OS+rvOWXtQ3qZ5tJzgZ7xVnDFUhh/IQADlR3c9MOZAKRaU3ly1pOMTBmJJJlZQFSLOADpcdNIOm4E7k9LMfhlQMKsakxY20q3P4Rl9t0Y7UlIfcrcp7ES68SxpJ95F4Kgt6GKBjZVJbPwNjzhZkTZSuaOS8k94mRw9PadSiiCaDJBvZ5oOAJeBlv2xb53Vx2COLp3X+c3foZRUPEPPpbDT7qQlateRokEkaJA+NxBKVQ0t9D2VRnl39dhiWgw0wp46MpfBUBCh0S6/TWEU19HspsRLBKCSUIwiLQvfZjnuIp1ot6WnCS3M5l4lGAQ37pGfOsayUm14hyXzM4u3V+ssT6AqomIggo//h1C3ZAxBsaeGTtuo9HJ8GGPsq/4Jro9O9m46WgKzYPJBYQ+DHRNUen4pJTA9lY0DRoiKh12I9mzchDDCj5PGMfOVhKBRIMI1V003rsRY44D1/AkJKeRjre3YMzVJ5EVL3TsSQDeQjL7MSVkYWyNx1znxZyrP0s9ALpnsQ6aOmbNIvHss/lHIZh6xwyRhgakxERSrrwy9llT8zfs3Xs9mhbB5ZzIqNJKJK3pn8rV/BX/S1Hyg/6sagoMORKGHQOZY1EbNlNa8QBYBJKrHJi+CiM6HCScfnr/9U02OOV9BPFmWPw1UvxAQH9vF+et4a7pDyF/v5RIlopngf5uDh36IMLWbGQ5AGIYuW4jrhOPZ3b+YbzvKuCaX66hoqsCjyaTACR6QTYZ2HbrkeRZWhA8Nbze1sQFyUEGWrzs6fw7wn0J5Pg3MMTRCUDVrxRGBMFAkn8upuJCNo/4njeNh4EAF9QWY1/SRYPdhDHVhuvoQubNm0dBQQFffPEFzc3NvPLKK0yfPp2xIyax7rMKKrbr1cbxyRaOunIMzhQdLNc0DfO7qyC7AC0KEJ9VrrB0iJmGUIQPU1M5XIGE4ly07kYab/07Xd98S8LJJyElJCLFxyFYLPp7qGmgqqihMKH9+2m66y5UjwcpIYH0O+8kft7c3nOL4Woyqiqzd98NaFqYpKRZpKYegRpWCNcnIggidYYGfo7T2eOnmVeCTMy7Kzf3fCTJirHPZGJE1bi7vAENODbVxchwDft8oPUB0DVNo6T0LoK+AAhjiI+fzpfb7GgujcluhXGnjUBy9JfijWmgqxp7XAZeHaB/f39eCtol52MeehyaQScEBJQwOXF1HDdoMR9yWmwbo0v3csTqn+HYk0AT6JhsxdL0DFWGUuiC4VFPCkP0WFVB5AeaWJ+cjqRqnO8WMRZYIAwaKqpRpOsGK6IWAgE6fRXs2HkBY0a//r8mNfX/7Ggy0thIy2OPE+pqYO18Dy8k3AoCnL3qU45IHEzSD09gys76h9sIBWTaouzChqpu9m/WO970jhJyVq7AKTRScFQIafjNMO1y6KMjB4AAiz1lfNa2BQGBBw95lLSkaClF6hCE5CJoq6F1vB1VCmPqMlHUeDCNi1fScZFMME/gEAX8nghCioVjo/QBQYM0t0BOfYh4dxuq9hal9kq2dJxA9YrLyZz8KvE5W9A0SNayGZl2OaI9g/sOvo+3t+pgU1N3PXJLCcLltyO3tmIeNJCcF1/sx8LvmSkD/WUXBCORkMK6L8rZvaIOLX4QoslLzri9JOeYycg8gZSsNGzx+ssVrqlBEzQCk1Q8JxloND8KOw68zkY7iBErqaWnEKnfgiHBSLiqHENaCq6TTsO3vgG5NUD7u/vQDtHBnLLSB+ns3ogkORg96tWYuYMaUvBtbMK3uhK5SwP0mTRBDGPJiTacksze7G00VpeievaSO9OIpkLTrsG0Z3YT7w3S/kscQx69F9u0hb/5bJSXl/PVV1/FGKOL22E7JzNs205sI2rpdBkpHeSgxdnEQM8OnM7fZgX0aCx+t6uRjQh8KoqE1WF4Fn+DZegstm0/JwqeFzFu7HuYTIkYpebY+jOKegezHRGZk3eUUxMMk2818dnYQpKEbsrQWU5m0YMqpnCEcyStzz2Hb9VqAjt30p2eCbc9gqyBs8sN0UdAaobgBw4ETaBu8FxE2YbBLDHv/OFIhj6l8iadRaGpfwHofzaqu6v5qOQjvi3/FnfIHfv87OFnk2LT73FX91Y8nt2IopnMzH/dcMwoGrll8i2MTxvP9xXfU+Iuod5bz4clH7KsZhm3TLmF2bmz/+l2uj7/Ai0UwjxkCE0DXFy37G8omsKUjCkMSxpGJKSzvTS/n9D+MsT4eFKv07W6ewCJsKqA1KsT/mfi0R3v87NTl6KZXr6B+IIA34kzWSbOYcIMLw1x62hpreGLshq+KPsCgHP6KBtkZZ7Ub3taZy0td16PwS2QU2XA/v6h+sDBmgiD5lIw6UJqu2xEZFC8I0lMLSR/ZDLDDs5EK99L8aLL8eWPI2Kx4CGOZ5wXsEfoA2BJQHQ23eXzMK1iF7kdLeTk5JCfn092djb5+fmYzfr7JEXLnwx93qtTMxLZ8d3nyJEw6YWDGNXRxqb8IuatW4lgsWA5/2SsjZ9jN9o5c9iZnFR0Umxi5JHtH4AbTCicPryIPcH5LF68mO3DhuEL64PBUbLErq9EJOtZKOrXaHI9Bs0POJmf7uK6e8fS9OmHuP+u65yGJTgvbxm+8IkgxfFe8YfUtq+l1TaXiHUUFlHgjVGDGWi3kHbTBL5+ajudzbB17DUM2/sGibST8rfLY4bQY+JtPDk0h4v2VPNCbSuFNgtnZEZvWtVq2P0ZIMCCR1A1+Gl/K3c2tlAZNfQyRTSG1YaZkRLPqYcVkLXhaUzr7oPx58CPmyD/YBh+zJ995P7rQ5Nlyq++hhuPOpXynHycIZU3NvrJKN9GcMPzsF0iYyEcN+oQBr9zMvijE+tGm/4eGS06U9xghhYH+EE79C48Ui7O9TWQDZFQJ98XWNk6ZAQSCinyA+xTq6ABDKKBRcMXccGoC7Aa/nG5Ztzs2XQtWwUKaKEILY88CkDwsDQ8x9WCKpG6pIBjRgh80DyHc4Tvaf7yFvbHTWJKYTKCEK2s0iKE9u+nvfxHyq1vE1Z6yQIDLFXAyWiiSMDjoXTaDOSzL2XDTj8NGRLeBImaFCMdRv1dnt8U4co2gWy7BSnOyNqqtVQZk3i3MIsqR//88dHyRqau8yEVfEt35loEJAYMuIbcGRcQHuuh/d19DAnA5Vh4fG0Vb66FFNslXDfhJZKpYePmU8gtfIRBuQv+EGvq12EZPJic554lXFdP7QUXEK6spO5vl5P79luIZvM/30CfaK4oY/1nHwIw/YKJeIR3MBjiGTTo1j+8jR5viYGz7ATlWlQVPtk6nUdqvkccMopNAb0vmdMY4c79EWymEn7uKmK3086HjrOY/LSLveW3ARoJCVNRUi/g0aWXA3DL5FsYmzqW0l95agxNHEqqNZUZWdMgpFddCSEQX9zHvqxTqc/qBf+FX8mR5eQfyZB5ugG0pmm0PLoG0+DRbOVdQJ+Yqat/j7r6dwCB4cMfJz3tt/PNv+Jfi3C4g52tuzi/PB5ZE1iYbOE803dUdG1AkmwMG/oIgqC/b/OTnXwzqpCU53Xtcu/S1yFKyBVt+phrWkYB5pxswnWe2D504onA9AQHg+29A/a+DPSpLgdTXQcSE+INErcXpGNVZBIDfmSvAiF9X5JXb1+MWghLx+t0RddpCbRw3Yrr+HjhxwhSL8BhWy+RctEFmLITSLt2PMnL9wMhprXKsL2ZAGC0JyFrGopRP+eB3WVkxjVgm3ZsrG0wCQIBTWMcaxGtzRj9aWRtvRJn3gisw5IIe3rNwpVQGLmynPgH70e87EYOKt6OYYx+/P72fJaFU2OScyZV4ZLmT8CRju1ovVJRjLatPWDJpOJWbiN6nSIaQQlETUEBvAnbAMhuacMyZTLkufpdy+pAiEsNl1EupCNpMheFP+G2eQ/CbAiVdeLb1ERgbztySwBbS4DReWa+ArrcIX7svJbDXE9i2KPnhyx45IBxfGrqfJzOsRSX3E5b21LKjLtxD49nmNqNCVB8Edre30ekvAtV09jiVwin21l4+ZjYWBhAnpWDb1sL3j3tKE0+zAJQ56W7Tq9dFyypaGEv8amr0TwBQtpoIloBSshGYK+bwF43UI25KEEnk/WRURUdDtLvvPOftvPCr+Qtki++KOZx0dDwKfuKbwI0UlMOZ9iwx5A2z4ne8L8A9P+jEfbDDzfC1rd7P1v7tP4Tl0lNcoBAjoQpImF+w4xGmOS/XYYUH3/gtkQR4ZCrEEzLsE64ELRrQNA4NUPCoYHbKOA+SwEDJCfPIT3taFpM2wFwTMnAlHxuDJgvdBXyxdFfUNZZhueji6BNlxrKvuXvXHF07xh1X/s+zlt8OouSPAwwB0AMYI++7qYGE8ljj8XqyMNqycZmy8dqzcdgsOOZ6OPCPdMJIzFS287krHupjsvFVTsLR+14fB+U4zgxkQEDxnHZZZfx3XffsW/fPlasWMH6ZTuwtw/GIJgZenAmkxcO6Pc+en/5BaGtDaIeDRldCnmbu5jisfL5GCtfK3NZYNnM8Lu+pHPgB7Q+8wz+9evxr1//h26ZdcwYsp56EmNaWv/LH81jVDVMTc3LeDy7MBjiGTrkPgRBoGtJFVrIgOrv4KtB+gTuFJsJc2txFJtRARMO+3z9+vWRLVzS3s0qtxeTIHDzgAyE0qicmNA7zq6qepb6+ncxoPtEeMpM/OJUAJFzijIwph/I4O6R6gqqKrcPNaGIAkfFxzH1+afwhZIw504lrOr9lkGUuWrCZ4iCTLwtBwJgQuPa915BEEXi52bQ6HPzoOdaRFsnaAZC7dPxdMjAklhVEsCrGToYtaBBJm2CQwfGw3qVX+eZCkGnG6MQlYMVHXR2bmDb9jMZOeI5zOb+ctz/ifh/EkD3b9lC3RVXElbaWHXNIJ5OuIqIYGZKSxl3nHE+1n9ShurrCrHl+yr2rG5gX5oBpsehiAIFiRVMFJ7BqjbS5kwi7dKzkY6+Csy/zdxs9jVz7/p7Abhw1IVMzZza7/seJ2tF0hPvlDWD6Vq3D3O7yKCmc2gcvRmPZzdHufTOK6yCFj+dQ0fdj8USRWKUCKKvjSGN2yla+zw79rpYt/5cwt2ZxJnqGda4DHHVdDj4ag6e9Xcq8mcCy6h3V7Ppb8dy6E6NoM1A6XVHkmDQS3B6j68/gB7waHz77A5aat04MnaTOWYzUtwWNE3GB1S3fYAh/hosjmMRRTMBSxttN6hE8hRAwSA4MYkpGKR4zMZUDHIiyl6QfA7EzkK2dDiIaywlZ9NyANJueBXHwXnETc/Cs7IO79pGkEUwQ2e3Xi6Y57ke+WcjbmU/WkQhWOpG9esvoIAfq3U74tTxlPo6Kdu+lLR8fTZu16olWJNCDDxMZ6e07EiisVaAJKf+A2x54lmG76tk8gWXIBl6r0V9fT3vv/8+iqLgcrkYNWoUa1atoFFLo1Gdw5Cd+xk9yk1TYg2dXRvZvOUEEhMOJjv7dJKSZvZzMDf2MME1cKbZcU3Np+vLGjp9h9G49iQCQj0WSxZjx7yJyaSXwbhs+rEMSY8j06WDCD5F4cydFez3h8gwG/lkzEAyzCYikf4sZdfPQao/OaX/c+juiP3t6PKgRauf4hZLGCwattMvoLFtMnSGGT8vl/hfOWT3MNC1vxjofyrW1q/lql+uIiDrA5RkazKzc2dzWN5hTE7vLa2srX0TgPS0o2PPwp+JefnzODTrUJqbm9lat5WX616m2lfNVcuvYm7eXG6efDPJ1t/WaNRkGfeHOhBSN3ck1313CgE5QJIliesm6CB5P4NhIOncc5GcUdOpaJsSUVWQIBDxcOxXx6JqKleOu5JDcw+NreeP+GnwNuCX/ZglMzajjQx7BiElxKNbnuGVrqGoJjtDPMWcP+AxDCi0KybWS9NYOjCNb8a9yY7W7XxU8hE/Vf2EqqkMSy4C/3acznHY7dF+QNNgxwf4XrmZQKkNQdRIHlgPUVM4Ah2w80PY+yW2OVPokmHU5PNIP2pC7FgDJiO2YBsE97MqbiKvBg+jTUjFqEYwRmSCRjO2cJBUj5sCj5sjHEYGTZ3IkCFDiIv7bdNMMdo22KMJ0vQEB/b2AJu/03V7UwpmcN66xRzzzqs4ggESLzifiw+9lou0G/X78KvBVLJBH+BOtTThMEhMmjSJjo4ONmzYQHDPDhg0moJ1blRVI3toBsOm3cCy1+/EFPCCw8lRaXrvYLXG0TPFs2FGCu1ON4Km28u8V/wxsjETf/KxADxYlB0DF+ISLRx77Tg+v/VHuohn+5grSQrXkjSqPwP16NQE9nqDPFXdzHUltbSHZa7ISUL4/gZUTaQ88xY2fqXxjnUz23P1ttQWVDlkT4BJ7RozFxYyZGq6fv49A8aSxeBt1tnQGaMg8c8b6f43R/Mzz3L76GnsKBqGJaLy3JYAGYpA93wb4Z0CBY0Kj74OqUWfogz1ImUMhgUPw4CZB2xLeGUnlHcRaEwgsLMSg0sHLtxWiadPOBUAi/sTlHAVKdYU5ubP5eTBJ1Pg/OP69YJBQlMUUq6+hu5vP0ZxGmlauB2AhM1j0JavZfDytYijR9FsdDEguZYnn76XzLmHY/ZVQzKocojd9xxB55kKKPrEsn21hBCA4FEKRNUZ/v7EPWyRcvXOfER/gNksCIQ1jR/SjSzPFDgsyc70hDhezRpGWUhfNjGsceH+ELNaZK4fY2VngsST42TOjvsKgKFDHyAjQ9fitBS6SDx5MO1v7uE4TIhZDl5zd9Hqj+OONZdx8eg3GZm8j+qyK3l7xXfUyacyICWJwlQ7BUl2chJtZDgt/eTffi9M2VlkP/8cVSefQmDHDprvvZeMe+75w/cgEg7x/bOPoSoKRVOnELYsgRDk51+G2fTb/cxvRU/eFJSLURF5S7uLpROj1aNR8PyCshAXVIYxSFvp/OBFLp09n0tPOJtV0nTeLX+ciWhkZp7CgMJbOfm709DQOGbgMZxYdKK+nV+Z7DnNTpaeuBRVDvPLKh1At60VaZxwCfXiSBAgYbzGa8EnyBng6qc06kqazer61Wxq2kSjr5GOUR1kOTzMiCoOtbR8R1mZLhsxcOBNf4Hn/4ZQlAC1tW+wu+odblP/TrfgZJBWzHGtd1LRqt/TgQNvxmbLi60jAPmfrSbkc6D6O1Bad4MmgqCSTQ2bmMIR6fp4S+hDHHEi0g6cl9W/IkP41TPUNzRFwbd+Pd3ffc/sn35C9XjoUfL2nSfDeCjK3sN0bTlFyhaWhDy8v+B9Mh2ZnPH9GdR567h9ze1cLw3SV1IhTZsdI4OJZgOLZg9CqW7h2ASRrsZ6mqo9dCka4c46Mjod7Iwr4NC2tRCn6x73hElQCSAwWViJ1V1E1rYrkYjDtVDPk0Rr77jFt30XbTddyzCvl7ueeIXAkOkwRv9urfsgDCNdOE1637ugZSdJhODED2PSKD0sTAN6jiUbnaCFac2280h9OxsUmTc1X/TuaJhCCskdMozt73G1ssPDhXuq6BTScWpurlQfZdHAi/W+XwBLUQKWogTUoExgbzueZbWYovKlBoNAeWgaQXcch7sexDz2aMj5bXk3szmNYUOeo6L0HeqbH6A9ycRa7StytmVg+HYskk9E0TQ2+RQSJqZx8ImDMNv658GGZCvOOXk45+QR8YfZ8UkZbVubcUoiLkFB6qwkPedH4oM/gM0Opx2DmnkQ4ToPkXov4VoPgT3thErdtJS6EYzDkdJGojTvIvW6azGm/XPASBBFkCQ0RSY8N56Gsdvw1QkICJSU3gloZGWdzuCiOxEEsY/ee59nOeTR/7f9+THIX/EvhK8d3j8J6jcDgl4Rnz0B9n4N+38kFGqkKkPPzZNLx6O1bsdcVETiGb/vB0dKMvKhFyFaEkCTQJDJ2/YO2p4l1E8Yh2zVkGQLQ4bosrjxs3MJ7ncTP78A0dRfsUEURIoSiqhyZhCgCfshM3Cd3J+cNDRpKNdOupW71t3B5Egmw70FWK0S077fi6GkmcRznKTddBG/jvs73exHItkocX9aEF+DjVB8Nc3D36R5+Jv6QiVgKHNSUPA3TjzxdH78IoMNO1YQkjqRU7dx+LwjmDB1SL/tapEILQ8/guHQ3j73jMFppO5ToaKF1aMMtIhprDVfy6EmK0nnnUvcnMNoe/ElwjXVKB1uVK8XNRRCC4d12T9BQDCbES0W4ubPJ/WqK2Pytn2jp+0LBKqpqNQnB4uK7sBsTiNY3ol3rU5A8+58j6/nXQFA/OY1hNIVrFFyY0NDPqtWvkpubi6DBw+hh/V4b7m+7rnZyeRazTRH398eBnpr61IqKp8EINE3GRywPFkiIgqkSxJHDuuVvukbPTK/AVWj2iaSGlS5qaUE34YqLBP1+7bKKpENGCUZl1SOJDk4vGAuXxZ38PdMFwWoOE44ng0Dqrhl1S0ElSAjkkZw19T7+XhdgMa1r+v76sOoL3XFI6kaC2rrOVK5nXON+YzIADldQ87REAQDcbYc8ENuwbUYqs+jq2srGzYezehRz+F0jjvgXP6d8f8cgO5dvYbaSy4hYo3wwl0n8aX5GDRBpEAI8/qxR2M1GX9zPTmiULu9lop1pZSVCMiKPpiLF9qAOJymWhaYrtUXPupcHIfdBZbfmN2LhqZp3LHuDrrD3QxLGsZFow9sHPoyvE2lAtq3JSiAqbCQrLNuJMsg8Mbqk3AGd7EzILFXyeWDQ1+JgVAAYUVjy54qioubGD/+PsYeZSdxTzs/fnY0bSGNDVkHcbByB6x+Auq3sDD3HJpYRmGzwJB6DVWAR45S2VX1LNaKN5gpLcDYGYfaYUCSRWZF8ayHnn6FFI8NV+omBo3ZgGT2RM8T4hzDUVQ/fn8lxSW3Ul7xKC7XJNrafkbLUxAVK0nlC3FVz0HUDrz+pvx42g5y0fRZOa0FC0lp3U7S+CE4DtbNMUWLAefcfOIOyaZ6rZVIFKeNa5qIcWcePhr7bc8gNOCQPiOUY2ZDaDglbz2LIstIZpm0Q3Qv0EnHL0BJeRtF00hwHcSI426jZWwlLVUVNJfvp6mshG6LkXW//Eh78V7m33I3xrRUvF4vH330EYqiUFRUxAknnECVO4S87BvGGWrYznCKGUTxThgx4ijyC/bS3b2EDvdqOtyrMRoTyco6ldycczEaXTEAHeD6eUNwDE0ltHk7la7P8Ar1GA0uxo55C7M5DU3TkBsbGbR7G++E1pHSLNL88AbC7e1cNWgsWwoHEx8O8Vq4lfTuFDRTMp7vl0APPqeCdWkQ0WbHftA07DNmYJ86je66eoiSS9yOVFzUY+iGoc4OLA/+je3CCXg/L8fuMjP6sAN1VQWzBQ3wGf41VtpfAUuqlnDTqpuQVZlxqeM4d8S5HJR1EIZfmYO2tCyhpeV7ALKzz/qX99PV1UVZWRl1dXU0NjbS0tKCGgWIZ7tmIw+Sea/tPX6s/pGNTRu5dfKtzMufdwAI637/fSK1tYTsJq42fU5YFpiUPomHZjwUA937AuhSQgKJZ/Ymcj3nVdJZzsIUUFWZss4yAK5cfiWnDD4FDY0VdSto8jUdcB4G0QiakY7Ec5DteVgUL5c5HkNSNDrKDuNky2h2FYps6fbzXmM7Z2aOZWzqWG6edDNBOUiw7SvKyneQm6ubsqJE4MtLiGz4jKYN+vEnzB6J8cLnIHkQONKgbhP8cBM07WJwZxbdI08jLfVIAIKKynM1LWzqUth/1+PUp2ZACBAgWW7j0G07SPV2kdLQSKbfx9i77yZzwADE35F06htitDplvtmGnG9kSqPC+7e/RcTvASGO0s0O6owLKYzzEieVkniuLvXzeyyk6bZObtDuYZpzJHAEgiAwb948fF1BKN7B4KYaUruGcehZUxkyNQNBELA6rqfklVdoTMkgzTMYjjo+pqkouVyc9/B3LLJZmLS+mMawQnLiIew3zQTg0pxUTsnob2ZoizcxM6ecLSvbqc88mHZTDp8+tJVx83KZuKAAyahflxvy0uj+/9h77/Aqyu39+zO7953eewgJIaH3XgSpCqIi9q7H3vXY67Eee+9dBAELKCAd6TWFkEZ673tn9zLz/rFDINLV73m9fufc1+Ul2XvmmXlmZq9Zz1r3upfFzScdHTxbXs/WfaVcUTmBJsdtrDfFsyFLxK1SIUgSIxpE5jUJ9E6PZsCUBFSao347hxeAtq6qnUkP/S94/gdh27KFl2tb2ThzHgpR4tX9LpLtItL5IVx38D0018j453KJpAqR9gIj1uowgi+/lCBDJsf1urrefc7cLkZ39U4YPgGLIQgAg6+GWdpi5g5+ibEJU5AJp/7N/B6CXEACTNOmE3r5PHKW34aodKJxpJJ9/bu0Kz+l7dNPEXNyaUNHGzrOZRX2Vauw6iV4EZCBZUGgYkabo8T8KbjUoawMz6J+Rxp0VefukScgl3zEdNrR+I0M6R1KhllLP6OOgUYdxQ4Xj5bUst1iZ0WzhRXNFkCNIHnRdK7lzczxDApJZvfiEi7IcZA33sBqUxBDpQwmRfYiKuq8HnPTZoRgnBRP57pq5jR6ufba4dTq5eytbCenuhf7W99iQOg6JsatotG+l4VFc/l4S1/okoSSywTCDWoSQnXcPy2dwYknDoiok5OJe/UVqq6+ho7F3xF86aVo0o9tTHU8bPn2S9pqq9EHBZM5M4SK6jrU6qiTNnw/Hg77y3Z0fKp6nK3eVARgXGUB4ZW1zJENJ8MuIFCIZem7IAiMntSXmdL3rBDm8B43kKUPJiP9aT7K/4hDlkOEaEK6E79wdPDzqJJnj4f6e+5FPg78RnDr7qRYFliQj1+QTmtyKU3rKokQjxBpPKg5Z+XdOP3uY+YxOg7kAhQWPw5AXOxlJMRfc0bX4n/oCUmSaG5eTUnJ0zjcDbzGQ9QLsYTRxl3C66iRkCQIN5+FamkrdXUPok5LA0GgY9EiFMmXIzcZkJwHSVm2hIbqcxFFJ+cLS3hg0I0kmrvWevIj79YX4iKpClVxdtjv1oFdSdvDVQwA7vJyLEuWYPnxJ3xNTcecvyjIcKtCgWZIcXEjb7LSpuD+4U+THZ4NwEsTXuKyny9jXfU6Jij1hADqfBnRl97aYyyzUsECScv6ZUV0NAYYjHE1G8gqW0ZUqZmB6X056yoNjX6QuqQ52tt3MM//JbVSFGOcELvnbmSiGtOUeBQhgQS4/Ki1Sv3TzyK32diTOJHOuHloPXYkUY5coeLJq+5BqTSx/fUVyFzh3Fu1Di78AhJHBebq9iFaRFCD2qMFNbhaDmBb9RFRs6dw81U3Ubw4H46S3Y5pcCPrdTaYY7vv9ye1LTxSWotfgiyauYEHGWxToO11bCJKplGgHxSJNiME7fcFgIROITBKD7nObJa0P8+swRM43oq+urCN/I21VBW04XMnojY/RMywT1EHV1HR/gaqfnGEbP8npRozo6/rR3SvoOOM8ju0NxOx5VW8OXUUZFyGSxuOXJXApf6doFLBZUshYQQyAslSTWpgTF+LE8uaSpw5zUheM7qRtyJa9hJ04YUnPdzRkCLUtM1x4c5uheYfaWz+sfu7QPD8iSM+5OFYw2G5mqaDsOhyMMXApUuPrbr/H/5adFTBF+dBawloguDCzyElIPND37k4rEXk59yA31uNQUhBemc/AhD16CPHVBscjTU/f0+2Jh2P4A30WpN8iOZYKjQtNPp3AgJZg97sTnBrM0PRZp68MXnIVVfSGR1N5IP/PO4a5Ly088hrysO53kmHX8sezSHC546mz3NLafv0U9RpvQiaFyAIiJLEW1VNfFIb8A3f6JPI0NBsPIkXUN+wlKKyr5GLVQg+DTK/Gp/aQknpM5QUv4W1aRgRniF0Gqw4fBaWr1pGZV0pU6dOxWg0IkkSrZ98iqe8HJX8yPN7QVI4sffE8NvqJ5krVPMet/JJUxjnFLXQLz0MVUICMf965vTv3QlwuPrG7Q6sb0NDJxIVeS7eJgetXx4ECRSRXn7oG0OrzoDG4yaxpQ5dqhEI7CNJEwEHVVVVVFVVIRt7DqJMRp3biwGJm2ICvtxhEqwk+LDbD3GgIBDDDG6YgqE9ETLB28UufyAtplvr/PdQ/e5+PpHngt2b0Qy9HkEmpzhcxUsdTl49apukxBtJioyjNCIWuSCw5Zt/8fj+t8jdEKj2GRM7hn+P/zc6pY6HZ8FeZQbtHKlKOoy5NV4qEw8g+eCApYSsaDi8oIiPuwKt1QDYUetSGTpkGftyb+Idx3ii937JE8NDeyTL/2r8PxVAl3w+Gp9+GrxeFj92Pss0gQXHheEa/pWRjUFxrLEXO1s5+MM6du5Q4/AaOHxJIpVFjDB8SVl4OB/yOH6dmTWqy3BiYPK4f6I7SfAcYGHRQrbUbkElU/HsmGd7BL0PQzjqM+MvXecmlxPz3LMBfTmgXjWYV8sDAaanRt98pKmR38/OnTvZvHkzDkfASaqsrKQkO5vp06dzVpCDn9/OJae2H/GzvyBx/41Qvgnl3gJAhdLXFYW+dB5j+2aQscdHUEsMcunoR+IIozjDvANz/yOlKypVGFFRc4iOOg+DIb2rHPVLqio/wO1ppLl5FQCGxsFEFl6KwhuMOjUIyS8huX1IHhHJJ6LtH455aiLhgsD+rzbQromnNGUOGXfNPOZ6ydQK5Hod2EAu6EmJuAflpLBA9k8uINTuRFH8PqK4n23y6eRuaEcSfwMgKjWNvpPG00rAgGhT1mOxtqDTJZOd/SZKpYnI5LTuY9lbmtl2523keDopaqzFd9XlaNIyKI+KxOp2ExoaynnnnYdSqeSp5fuIlJScyxpGKgtZF38XhWXV5Oc3kJ8fQkrKDaT1rsXn24LH00xFxVtUV39GbOxFxBtiqO0IZUhiCGf1iUAQBJzTW7BWbgFJIHb/fBzF62jLycGZk9PtfId13Z024PULr2BLajoqj4dnXnsGbVkJpYBMr8fvtMGbgTkZ2mNJeuFf6IYP636+AMwxMbAxoK1TahrKEGrJqLWiSgyjPeNm9rwaKAMacW4KStWxv6GdCiNP3/UoOq+T74/59n84EbbWbuW+TfchSiJnJ50dsBPyY+2E3V5GwcH7AIiPvxqjsU/3dz6Ph4rcfZTv24XOHEz2pKmYuhpCdnZ2kpubS05ODk3HWbTpdLpAyViHBXbB9XHXs023jf3u/dy76V4+O/AZTp+TFlcLcmSEdoo8/GYrWuCzsT68Sjn/6H8jN/S7obu5FQBHVWuEXn99jyY2h+2X1WPv+hvemvwW2+q28eXBL1lYtLDHORpVRkwqE26fm3aXBZ/oxWGcgls/EkSRW8WXCZG10ZR3AdaKaVz8+GAsNiuPH6rjkZJa+ht19DPqMKvNmNVmJN11xMRcgFIZHMj+/Xgr3u1LqFwfhtemQBkTQ+iT70PwUbU4SWNg8mPw1fkYdy/DOOapQBYOeLS0ls/rWgPbRQSy9/EyH9GtefQtqCG9rZ0hK1eh1OtJ+OhDtL16nfSZOBqHA+h6SeCcRljzeRE+514AYtLH4fHosLXLye97LU16OxFOFSHBJx5PKVfSn/2YOFKBVVvcQdv2YDSqSNA14govJS57arcDHN+3H5dOmcyGzz/kt9ytGMxBZI4aS+i112CYOBG50Ygc0MjlgJ9yzVSQYGqoiYdSj89m0Iab6V36LhmxNsoHXc2hvU3s+aWSou0NxKUHo9YrObSvibg2N2enqVk1UMfGID27JpyP1iPRago8a5lqNS9mJjA46CRNY47+PfU6C0bfeeoL/z8cA7/FwhdfLuLzCwPNGv9Z4MJs9WG+uS/X7b4Wp89JX6WX8SMa8SeaaCxKwNvQSstb79Dy3gfoBg9GP3IE2gEDUPfqhTw0FOGoYJS/rQxRVwZM6P7sVvlHZMlzEcvvpt3wNqGh4878xLuOIflEOgoKaNEE9CPT0h5AGRJCxN13ETR/Ptbly7H/tgnn/j3IlSI16jD8iYkIXY3xJDUEmYcy8NYv2DfmEOd/V4IkyPjymuF8V13TfbhZ/MCFxq+Ji76N3hm39VhI9jPqWDawF3k2Jz80dbC9w8YQkx5H0xesrP6KTc0uJo16nFS1gqK3cxnVmcsWU3+eEx6jRRnC3X4R0+98WNNZiXjr7bgOttH2xUESb+pP6pB4LhgSD3xAbf1qiosfJVLfzO2D3qfdE8/W+olsrOxDq0tPg9VFg9XFlZ/s4rsbR5EedfxqGAD9qFEYp0+j85eVNL/xBvFvvnnKy99wqIS9KwIM+snXXUNtw70AJCffdsY6lZKgYR1TWCxcitVrQCUIvJWZyNkjMqh8egNav0CD8xDKNa+hksuJee45NFOHc+GW0ZRKvSkSMnm+9VL6NFTyXs57ANwz5J4eTbQPBx0kbyBg5CoqpvGpp3Ds3k1wvpnqGXdRWRlgIw+bnUzWuFi21gYEXG1eOyICMiR22fw4/W4idBGMiR1DijmFYE0wOU05iI7PkCOB5EPS9CIt7eE/JLHzPwTg89nIP3A7ra0bAFgqv4E8cQBamcC3g0eSqfsN5759dCz/CevS72l1b+qxvzJxLHJTbIBx/vIdyI0aZLVKRNFJTNR5JJqPkEYUoVo0GSHIzSpG941izHHu29EMdPv27bS8/Q6OnUcabMrNZozTp2GaMQNN//4Ubmtk96pqDIZ3CSKg1yv6lES5r+X8tPO79+sb2pd7h97Lv3b8i1c6lvPOR2aCJp/Vo4eXKErs+KGMvasCz+ThpnnuiwJ9nCLbW7ls3Ag64tuhAkTJg9WaS07u9UyWbISFTSY65yE8ohVFmBbj+Lgj8xIEBNGHJFPgbe+gNGkG7UkzUCMQlRhHVt930eqCUSpNUPIrvRqKeLDORPCIC6H31K5r4qf1swKEcBWoQacOBOjUo1KRvrPQsXgx8Y0NrHjiWUp2d11bSSK2wQXzbwQCOrwPldR0+10XRAXzYkICspwLUQ2/6qTPikynJGRyAhRU4pUJhCuVTFJI1HoT+fXNSvqfpyR5YDiuA604cppp6/Sy4WA7h5fLap2CCFcc6TsewxW7nebe3+Ix1tA07hNmTP4C5XEYp0dDkiQ6vl1E4wsvIDkcBCuVTOvfxFZHPE01LvbYzmf8nHBIGHHc/RVhWkIvysA3NYnO9eXYd7UgMw/CXWlFFivictXgcJRjs5fg81kJCR5NaOhY5HIdouijtvZLGh9yIsokBEFJTMyF2GwHsVj2dQXPH+tpiw77T6IPchfDT7eB1xFgoVuqA81N/4f/GzQWYP98AQ67hXBTXCCpEn4kaV3f8D1FRY/g9ztQyIzoX+9AEME8dy66IUNOOGxhXQFxOwKM5cbBbhRyDT6fi4YpV1Be/S4A6RV+wvqcPGD+e5imTsU0deoJvxcEgbM4izX+NbiVbnI1uewX9nPxSBlztonUPvIIv1p3ETJ1Pu81G9jUHlgj3poQwcSuHhIqVSh+1YVsfKOAkS0SmLPIzDgXR/wOWlO/x6dpJzR9NaG915CSch+lpX3ZunUbeXl5HDhwgF7h4cTu3Ydx1y60gCEjcD0Hm3QkaNXY7aVIhmWM9jtY5rmGJo2OuRXVvKyGc5NOv1ruZDgsRQcglxvISH8S0eal5ZN8RKeXpigXO315LJ0YkGjp39HIpRddhMtdS0tLCSEhY5k86T4sFgsFBQWUlZUhl0TELg3x7EP5/HhoDxdffDEyRcAeiTInuXk34vfb0HakE543H3XGkbVRX4OGC6JOTKA4OrB+eYOfoW1+pORpCIKMshAF1zW3oDwqGaFWRxEffyUAPtHD0zuf47vi7wLfydVcnHExtw66tUdctHf6MHYUglCtgFQJBAGtTMY/Z2YSGzaMcy0Xs3T/i+APxBatfni3ugZ5UMA4eyQJmTqRD3SvscbpQIbITURx+vWqZ47/pwLoHUuW4qmooGxcKp+GBBiC/4yF23sH2CKiKNFcUk/tjn00HGrDbhXpdBtwigFDoZe1khpUQGq6jOiBfRCSFlPpN8L+Q7TYJXJyKgBoeeohsu56hIigIKLVyu5Go4exp3EPL+x8AYA7Bt9BStDxGW+HGTV6fxKqokAzlrAbrkebnd29zeEHLMGYwKyUwJxqa2v56aefaGgIZKOCg4NJSUlh79695OXlkZ+fT2xsLEH9ImnP1bF2QzCTzvmZxLxbEBqLCIRfwdFvIuXycxFXdnLYVApmL9pYCI8xYTBr8EtyEPyYk7YjSXDArmarEwYnz+WO5LtQdTH8ZDIlCfFXERt2MTXrl9HauBldWzqG1kHoh0VhHB+HIvjkC6Y+lg1sVV9CU+QQOrRxHE/hVK0Kwwak9LqTsPijXhJtZbD5OorsIaxpGYXLHXCuUgYNZcR5FxGdlo7f72bDxkAA3WLdh1yup1/2ewGH73fQBIcQdue9CD/+QKcokXP4HrvdKHw+zgZUwIaiZjaXtBAmH0pnXxsRQxZwUfJYmpqa2Lx5MwcOHKCszEpZmRGd5hz69XagDd2Kz19JVdWHXJcJsxMjSIq/EKtVS13519S1LAMZhBXNQ103EmvZety5ga7ZyOVo+vRB278/MpORr0wRLEsKBFRf1kuMHT8Guxzchw4h2u2B4KVkAUEiZeJjGMLGHDNXxVH+kt01mcEHPyfI7aFh7Assf/0gHqePiEQjvYdHdW8nSRI7LHZerWhkgzsE0kJQeTzUuDzEaU7uRP4PUG+r5/7N9yNKIrNTZvPU6Kd6BqG74Pc7yMu/Cb/fRlDQMHqlBgLpLdWV7F/9Mwc3r8fjdCAqlIgaHRs3b0IbEYOk0dHpcCB16VAKgkBsbCxJSUnExsYSHR2N2WzG4/GwefNmtm3bRlNNE6mkkhGewUb5RvJb8tH5dJi9ZvRePSOKNdTHmPB4a8nL8vLhiCcZlj7nmHOW6XXohgxBdDoJXtBTLugwA/1wkZYAjI0dzbi4cQyJHMKHeR+SHpLOpIRJDIgYgEllYuuhFv753W56qXYRkdTKMnNAW+8C3xIGKHNwtcTTVnIWI2bGYQzRcF2wmk3tnaxr6+SqvHJWDulNuEqJJIp0rv6VztWr8HfaEGsP4m9uwOuIRPILKOPiSPj0UxTBx4lC9zoLovtDfQ7seAcmPcyPTR18XteKAPwzTIfiheewRobi6tKUjG9rY+iva1CaTMR//BHavn3P6Bk53GegaHsDJbsbEd0HkcRWlBot591/OTKFhj1LD7J/UyNNdj3fPr2TfpPjGTozqScL+/C1Ptz9XfLicJTT0Qg/v12JzyOSFjeERu0umpqb+OGHH7jkkku6F1KDZ86hs62VPcuXserd11BptaTdc0+PsZVd7GCfBH30Gt7OTER+gqBQ0AXnIzPoMU2bRrrRSOmeJjYtLMLW7qZw+5GqA6Vazhy0jChr5pNwBVWmEBwaCFHI+WdqNBdHh57wGN3QBAX+b4yBue+dsJnz/3BybH7nQ56bG2iudlm5B3+tg/CbB/Nu+cuUdpQS4vfzYmMTutSJcPsrGPQxWFf/SvtXX+Hctw/Hjh04duwAoEOrpj0ylPiMywjWpOKmg9ykz2nrf+TeDBF3kNZegyI8BJ+/jaLixxgxfPUZNU4GurX1JZePQ3kvQ7gfo38AEelHpKJUcbGE3XgDYTfeAKsfga2v0ykame+7gHe7AuiCoCA9/Um8yLh/cyOSIOPCIXGM6RWGUF2DBJjtfiY2t0Ii1NS/jt21m/Tej6HXH0maCYJAv66k3mHsMExkZelXrKlaw0MjHiK5Xxh9JtUQb3wJu3QH+4XBvFdrYWVrET8NSiNCfeQaCDKBkIsyaH4/F2+tjZZPDhB2XTYKc6AaLDZ6KpHhIymveIva2m8IVlUzM/FzZiYKaPXZSIp0VhaZWHQgg6s+2cmym0cTaTqxnxZ+yy10rlqNbc1anHn5aLOzTrit3+dj9ftvIEkifSZl0+p/Hq+3DZ0umeioead9DyVJYlWLlactF1Da9XtP06l5KT2e4UEGbNvr0Pr1eEQn25qWY06I4Nzb7sU8fTperwUFfm7hFR7xv0mJVs0ra6tReASGxQ7r9qm7r2dX8NNbU0v1hx9hW7sWAJ85nPzhT9BxSEImFxhzQRpZ4wNs2MNJ7wprBR6jhEYGStNwvhx5N/3C+vUISJ2Teg4bNi7B7+/E5ocXy2oo0r3HP/r/4w9VWPy3Q5JEDhTcRWvrBgRBRVnYgyxrCayfntdKhL7+CqUrV/VgfWuyszGMHYO7tAxR7I3MENjeOC4BubFLbszYF5utiKSkm3scT5AJhF158ve40EUg8Hd0UHX1NQEpOJkMw7hxmOedh3H8eASVClu7ixXvHaS6ICChqDmKct1RPhZd3mDaxtoJjT1S2XBR+kUUtBbwfen33HCXmi9n/qP7O5fNy+qPD3SPlzkmhlHnpaLWKSlUqZA8HkwzZxJy1ZVYKgLJr46OPTQ0/NTlXw4nq+8buNzt+KpdBJ+X1kOyBkCQRCSgqPfFtIYG2r6lj4hiwiXpKLr01bHWw7IbgEDAW4oOrNNEh5fWhUW4yyxE2C9CmNiOWZEIzVYU2VnEvv4adffeh33TZrzXXoH8OhkgEtbqocKfTnL8GFxeH9cdqGBTuw0BeCQ1hn/Ehwd+Y6PuPel9OQxlVxJSiNahiarH1WAmTiUQB/B9KfXfl3ZvqwcmGRVYYo3EDQxH1eLEsTPgo2jaskEaSKNwF6J6NxWVL5GW9uAJj+vv6KD+kUfp/DWwltMOGUz0k0+iDlUz6ptX+L5mBgWuKQzMGHFcJvxheDwttPt20tZ3C23G7Xj97RQfciCVHysZVFv7FTKZCoUiCEny4fW2gQyMxmwy+zyPwRAIIIqip4e0aDcOB9C3vQV1AfIGyeNh3kdg+GPNpP+HE8Pr9XLo0CEK92ymorSQDikghThnxHgGhB++V15KSp+hpuYLAIIMgzG81IFYUI0mK4uoRx854fhuv5u9365lnH8ArXorw8+dxpYdjwN0B88TOkzEVZXBBxNhyNUw/gHQn1kw/XiQJIm9ewPP0NxpcxliHMKPh37k6/F7CO4UGJ8v0bC2gbtibHhVAgr8PJgcwj8SjxBx3GXllF19C5c2lAU+aGzEXbkL16j7SK4dhSM8n474ddjD8igrf46ooClcOm0B67bto7ajg+LGRopjYyD2XLSCgMPaBloz5xmUuFx17Nt/BX6/jRDzIBYmZ3PplhLqDDJuKK+hTRC5KvHMdLUPV35bLJbuXldH+7C9Uu9FbjHT/EUuLR2t7NCXUdPRjEWjpzokoJ3+4vRJ9DYZqKoeSXv7DpKTbgHAbDYzcuRIRo4cyZObc7H4RCIQGdxaR43Tyccff8zMMYF3lV/ZicPRicIVQsz+m9CmRxAyORJKAuSPx1JjT7qWClLImRluxitK3LQtEKsUBBk1kotr2zz4gdsnHiH2paTciVuU2FLzK+/nvk9hWyECApf0uYRrsq85rkSsIakfQ9s+4aNWd6D6SA4LwoOIDQu8/5LNyVw/6GZ27goE0H+2aNhu34xReSEQRLvXz+zd+8lzyEDyEtT2Hkr/40DcMcf6q/D/TABddDppefNNfHKB5+Zfi1dQM1RVx21p0/E6PRz8cSM522xYXWZACxxpICopbAzq18Lw885CHnZB9+fOTiu7vv0S0kfiQyA0LgGry8VbAyZTU1gP1KMUBJ5Mi+Wq2MADUW+r564Nd+GTfExLmsalfU5cphoZOZtOWyFJXEQLj6DJzCTsxht7bDMhfgKbajbx4PAHkQtytm/fzurVqxFFEY1Gw1lnncXAgQORy+X079+fFStW0NjYSE1NDVBDUHQijvoEVnzVRlDki2QlbUMhfEJ1wkTKQs5FquhEoZLRb2Ic6cOjCY7W9XD4129QIYoBfY/klHvY2dROQeE3FBz8ip0Nu3lh3AvdCQJXURtt35Ug74wlgovQ9AnBfHkyynAdp4O4yUOI23GAGn02vy0q5vz7hyD8rqQkPf1JOm0FhIf1zHT6Nr3Kr7W9KLBEAj7CE5OZdOUNxGUeWeDJfieLkZH+9BEd5C5YrVaKiorYvn07ra2tgAAyAcHrQevzkmq1EbtnL36rlZIvv8Shi+BuhZnUuFDsmhhsub8iun/Cb7EwqK2dtPZ2ioKCOJSaggPYnqsAxhISkkxEZBkhIbVE6Ztwtb3J7rYuRpcMtDtkaH+tQRoqokqZiG5wFqZJ8WiyspBpA6mF9a1WXswNvEgeSonm/MRIGDMc7r8P0W7HXVaGKj4eVdunuN2NhIaMP+51FwQBpSDglSQy5TvReKAudD4//WjG5/YRmWxi1s39kckE3KLIL80WPqxpZrc1UPmgAM7N/Y1r8zcSd/bi07rX/83w+D3cteEuOtwdZIZm8tiox44bPAcoPfQCdnsJKlUEWX1fp7myit8WfsGhgwfw6034QmOQdAZEueKo8SWwB7L3QXodo8ZPICsrC53u2N+hWq3mrLPOYsiQIWzatIl9+/bhbfYyilEI+JCOekU4wmBXWGARdU3NIZJ/eQ0SJ4LG3GNMQRBI/PILJFHsDmAdRpQukIQJ1oYDgf4DouhFJpMxOXEykxOPNDH1eJ28vfJz2lpWcN/APBoVUTzJM0iCjAnSr5yrXIhflFO3+xqUbjvZowMOvVwQeCczkRl7SjjkdHPj5r28X3UQyw8/4C4s/N0VCMxPlZJCwocfoIyJOf5NEwQYe3egfHXH+1QNupF7igJ6czfFhZGWv4sdKfEgCChkMtKKi+m7dx+qqCji333ntOUOjsZhBnrJrkYk0YnoCzDnhs+5ALUuEKQfcVEWmWel8tviEspzWtj/axUluxoZOjOJlIHhaI/qpn644qm5eTWNjT8i+rSogm8gKngMs27uT2t7Iu+//z6lpaXs2LGDESOOsKDGX3IVDksHBzev56eXn2PK9beQPemIDe5SXiFUqeCz7OTjVnsdhtxgIPiCI+/ZXoMjSOgbQn2phfrSDhxWD4lZoSRmhaKQi/DGYK6treGLCe/SljCO6+LCMCtP03XpMxs6n4CMmaD/axgk/21o2L2He9KH41YqGNnsQyy20DgyiFW5L1OQ18ZQ7wym2aA4aRRVEf3RFakxhTowjz2LpFkzcZeXY9+2jdrNm8hpqKJRJaA0+PBrt+FJ2k9b/CpMGg9+ghAkEbnkZ8jSDRxsiUSlU5B1mQ+ns4q6um+Jizu17IcoerDZCvF627GFFONXObFu+o2OuI0ApA144MQ7j7wFdrzHIEoZ2q1ODBgu5scDGt7ftImKVgdhBhUPzuiDrd2NzithVwrMLvQwZcELuBhHcckTtLdvZcfOmcTGLCAu7rJjfI3DGBI5hFBNKK2uVnbU72B4RD+UMe+g9zi4umg7ZYZsFqdoqXR5uDi3jGUDe2E86vclU8sJuyKTprdz8LU4aX43h/Brs1GEBvwEhcJIWq8HSEq8ibq6hTQ2raCzMx+nPRfIZUIUZAdF8vreKznvbYHn5mUzNu34wRF1airm2bOx/PADza+9RsKHH5zwUu5Z8T3NFYeI7O9C2/sH7HY3KlUYmX1ePMYXOx7cosgPTR18WNNMbqcTEAhSyLknOYorYsJQygRElw/rr4H3iKPwJ3xqB80mHQdsbYwCFAoT0VHziJJ8vKxK4OqaRpbGGHh0332MnZp+DPP7MAO9/rHHkByOAAtq6gx2hsyho96D3qxi2o3ZRCUfeecdLbe22mbiwpRJPJD9YkBD+DjQauOw2QqpN0zHUreBd3PepaitiGfGPINRdeIKgP/hWBwqe5mWlrXIZCpC+nzFdQcD1/yibRvI/vy97l4dMoMB4+RJmOfMQTt4GI59Tfg9tfhaAmsb48R4TFOOlHoPHPBZgNmpOPP7IRyWCe2SyDPPmUP47behjD4SCCrd08SGrwpxO3z4ZV52xC8nMzy3i9okRydciOiT+PXjA1zwwNBuaTNBEHhkxCOUWcrIbc5l/oqLuLjPxcyLmc/GdyroaHSgUMmYdFkf0oZG0upspaajA+Hy89HUtRD99FMIgtBN3rLZCgAwmQbQv9/7yOVq9EOj0A2JPG5VhEzyIwKtoX0RkegzI4nJs1OObGtrgoUXg6MVQaMHByBKuErbaV9UjN/qQVDKSJxzIepkM6qCAFPeJ0qYpkxB+cUX1Nx0E55DhxCLwTNISUVbGs9HX4t600E6dTJqXF50chnvZCZydpj5mHM8FQ7LEXhlAmF3zMJTb8e6rgrHgVZkXQ3b7X6JWq9IrEqGXiagrbfhq7d1iQtIGOXfYcp2EzvmMcIsj5Ff8k+qqj9ClHyk9XrwGPvmzMuj5vbb8dXVg1JJxB23EzIiDGHjrVD5G7FAnCqWGk9/dq+qZdLlPUPofr+bioo3aWr+BYej/MgXCnpEcVSqCLTaBAz6NASZipaWtbhcNXg8gQSSQhFEaurdxMbM726iCxw/eA5HJPAOB8/H3AWTHv6fdMtfjKamJnbv3s3+/fvxeA43oz5ie1Zu2kGvfkPRaCRycq+noyOQ2I9oGoHqwVLEDiuKqCji3n6rOz5wPKz+9XvGNPYDIOb8fsiU8m5iDUBw8Ch6DX8Z3LdB0c+w833IXwrzj0gw/VG0tLTQ1tYWiFVl9WeYehjzes+jwd7A7rGFPLq+is2pgXML7qgEx1t8WNNCqOt+5mfMx/rLL1Q98CCxbhc2pZaQ228nxKRl5w43pfZgjB0+htUriGm8DUvSepp6L6Sp81dkHb8yaJ+cvkXBVPRKo7VXL9q6GiYnFuZwWVkhbUoPOwevw0sDOm0K/fu9j1JpZNWwdK5bns/2FDWPlNRiLuhk+tj4HuuqoyGKIp2dnRQUFJCTk9NNcj0MuVxOYmIIsXFatNps9HXjKVz+G7liBaXqBiS/hFwupzBrKAgCI8uK6T1xAAAJ8VcRH3fFcf0Ks0KBxefhicxkRve9ii+//JKWlhYWr/6JwV08U8GvJHbfbZj69SZ4bhrp9sC7b2a4mXEhx3/PHWg5wNKSpQRpgrg9bjy9nWaa6urBEI3L5+I2pZ0gk4pn5/bHFFRH6aFB2F3NvLvrG8osz+IRA89yiCaEZ8c+y6iYkz9DpkHj+Ee2n/d/3EOHAnYfqMSeGoNeHTByOl0KOl0yOl0qcxNns/23f1JnqwJNEI8UV+JFjiA6ibN8zFODzyfWEHvS4/1ZCNJhiuL/Ed566y1efPFFGhoa6N+/P2+88QbDhh2/UcfvYbVaMZvNWCwWTMfrJnwUWt57n+ZXXuGTuy7k87S56CU76+TbMJWW8dO+CXT6Aq6JUrDjN5WxI/gQrepmnEobrbo6VGoFV2ddzRV9r0Cj0FBbWMBPrz7HIYWGL+bdhEn08f2QdP5ZWMUOhxe5z4tMLscryFDLBDYNy0Dma+KWtbdQZikjIySDz6Z9hk556uCxJEm48vNRp6YiO06QCwKZyR9//JG8vECn+MzMTGbMmIHBcGwD046ODvLy8ljbxZ6JC+mNWB6L1xngfSoEL74uLfL0DC8jr5qA3nx8/epNm4fh9bYSEzOfjPRAl+AN1Rt4dMujtLvbUcvV3D34bma1jsOyoiyg3xSqwXxOKtr0M28y4rB6+PLRbXhdfgadnciIc1OOCaL/Hs76Un548GpqHSYEmcDwORcyYt5FPRp/Hsa69elIko+Y6Avp0yfQwMnlcpGfn8++ffuora3t3lar1TJq1Chiw0P5+cWncNs6SR08nPEZA2h5+WV8vzOOJ4OkUlGfnExldBR2uQKPSoVHrcKvFQiNqCYy6hBGYwsdrdFE7jQzYOYdaI2duH/4lg7fTUCXkz81EUEQOORwMX1PMVafyEVRIbySEf+nyoAHbT1AnTvAYDD4nEw6KNGvwEV8RjBnXZ/FXpeLlS0WljW10+YNPEdqmcD8qBBuToggUXv6+udn8rv+T+GP2qk/MpfX977OB3kfYFKZWDR7UbeRlySJNq8fmQDBSgWtbVvZvz/A+uyX/RGbF+2j8GAhXlMIkqrn9RYEgbCwMMKCgvC1t9BachB3SyMyn5egqGhGX3gpvUeOQXYKx7dt6xdsX/sj+/xpeFEhQyJUIaEur0XrdNLWuzddgiXI8DM0qIMpN72EQnX6939v417i9ZHk7gxIMmi1CTidNURFnkN8wlWBYFnDahqa1qCSBV7ybYTwmPAibQQxwghvxTfS1raXFUuVGKsHEV+9hhlf3tvNHnfu38+ur75lwdnz8MsVfPzkvSTX1yDT6wk+bwaqss+R4UQxbD7yKXeiSog/qWYgEFgQvz0cWoq5ZOL3rBWDGaBXM2PXetqaAwuUxPIK+uXmonM60Q0ZQuxrr6II/WPsje9f2UdtUXvXNdpAe91ewhKSuPTZV5Ef51wr8lrY/G0x1hYXEIj5x/QOJn14FKmDwmluW0JhYU+GlCTJSE16iKSUKxAEgZ07d/Lzzz8jCAKXXHIJvY6SnBH9fn794E3y1wcYVBOvvIFB0wN6o4+V1rK4oY1PspIZHnT8ptp/CHnfwZJrQB8Ot+eA6iRyLX8h/ttt1GH43G4uXbiBDQmRRDlFBm1rpUOzl3Sblpj2TGScnDWrN6sIT9Ag+bZStO1XTPFWYkY2oQny9NhOIYskRD+XVd7+xGpNTA6OYPM3n1Gxfw+hmW3Ej21EqQghM/MFGptW4PV2oFKGIFcYABFR9OL1tOJ2N2KzFyGKx2pPAwRrRjNo1Ocnn/SKu2HXh1SbBvFZRARBGguv770BjxhYNAXplLw6fwAZKjW/vJNHvlbEE6TksQuyCIsLLEScziqKS56mpWVt97Bm00DMQYMxGrPQqKNRqcLRahMQBIFntj/DwqKFXJhyFtO11Vis+xBdZvK+ikbyCbSbQlh4/j+wqbTEy9v5fOBA+hiDet6rDhctH+Tha3UhMyoJuTAdTdrxNZ1crjo6OnbRaTtIY+NPuN0N+EQFnx64iG31w5g/JJ67p/Ym4jhsdE91NYemzwCfj7i338Y4aWKP7+0WN+31HSx7/kaiR1QQnGYFQHIMJEj5EFmjs9AYevpmkiRRY6uhzlZHg70Biw9ebI6h2RfYTisTuC4unJsTInokzywrK+jcUI1ob8K+5jHazj2b7eVFAJx17c30nzK9x3Gmrl1JriyKJJufb0slYi/ri+Kopujl887HdeAAAIrISOLe/4BfV9qoPtiORq9k7j2DCInuaYOaHE2c/d3ZhGpDeW/Ke6QGHZso8VvdeKptgX8bOpEMLoyhGXxf+j1PbXsKj+ghSB3ENVnXMD9jPlrFiYMgh/HfbqMam34mPz+g/x3dNIebmExhZAz9ig/y8mtPo9AZMUychn7EeFTJGYg2P+5yC+5DHUieQHBbplMQfF4a2qy/Lrnqt1goHjUa/H4i7rmbkGuu6fbNfV4/G78ppnBroG9Tm6mO1SmfEBZt4rH0wbTWfUJU5ByS459l4VM7cHZ6GTAlgdHzekq/NTuauXntzRxsO4jJFcqsgpsxuUMR9W4M53SgiYQ1lWvY2XBEOkYlU3Fxn4u5NvtabC0/U1j0MDKZiqTEm0lMvP7EQdSj8P51y/HKdYiSRNCkaC6bf1RDwfpc+GYBWGtAY6Y1egnOgy4UETp8TV1kmzAtIfPTUcUH7OQdB6tY2NDGQynR3JoYYFw629pY+vEXLFNo2Zk5AI+y53lFq5V8np1MtvH0iFm/x9Z2G+ftLyVNp2b1kHQ2tFn5samDapeH+SYTWYV2/DIZCrWc2FQzquJ23GUWJL+IoJRhis5Fs/cW0IUFGswbY6g69yZKKl8GIDR0PFl930ChCNiJju++o+GJJ5G8XpQJCcTeNANt1aeBqunDSBhFQ9ItLFmkRZAJXPz4cIIiAvOz28vIP3AbNtvB7s31+t6EhIwmOGgEQpOBzsV1yD1mQs7NxDD8SKJGkiSczir8fjui5EWvSzmzpNC3l8HBLo30ac/BiH+cfPvf4e9mo/5T8agTwSOKLG+2oBQEZkcE4fP5+PXX1ezbtx6PRwcImLDRhxLSokzEXPQqn32ziMbGRvr1yyAx8Xs6LLuQ+VUEf6FFk6tGUBlQxsQS/ew/0fY5MVGnbUsltp8qkCGjJc3FgGumALB120SczipUqnCGDVt+pLF3+Sb45X5oKgCZAqY/D0Ou6ZavPFNs3ryZtWvX0qtXLy49qsHpz80d3FdUQ4vXh0ySuHjl91y+Ygkt0WoWDnYhCXCtcwimVQFblhOWiuveR7jy3OHkb6pl49eB9/24cWo01Tuo2JRLcsJUxCQ7DX0/xqsLrM1MjQn0H/sZqrgE3G43ra2t2DptbPhlDaao7wiPqERwBZG86xGMSWmEXJSBTC2ntriNBTllFIcpiGz3cc0GC7EZSoKSBbyCnba2NiwWC1arFafT2WPOhyu/Q0JCqKiowGq1dn3uR5JkCJIMSThKKjkjg6BR47jyUBMyv59P3n6O7LRUfB3tmKZMwTh1KvLjPHtb222UO91cHB0SkGW1WFi+fDmVlTkMH7EEgOqCyaQaz2P0ZVO7e3DVuDxEqZQojoqxiZLIroZdfFHwBRtrNnZ/Htwp8dQXIvFJFyOPH84TsR+wK+QgJ0OcIY7JCZO5vO/lROhOn71f3eZg7ttbaLF5mJwRwfuXD0HedY5Hh6yv+/U6VntH4NEFsgSC38p5mj08O+waTKrT+43+md/1/2kA/dtvv+Xyyy/n3XffZfjw4bz66qssXryYoqIiIiJOfTFPd2KSx0PJpMnkZ2q49aJ/4ReUPFH/POfml7K8/WHckhGDvIXIjCrei9hIqasCgERTIjOSZ7C5ZjP5rfkAROujuVo+k4bv1uP3+RDT+vLvyQt6HE+HxNyl75HstLLx5ifY3GFnlFGkqfQ2LG4LEdoIvpjxBTGGE7AZzxBer5eFCxdy6NCh7sZvw4cPP2XAdN++ffzwQ0B/Mjk5hYzw4RRsbMZh8SATRMYa36OvcTPCpYsheexxx2hsXE5TUy7l5X1oaGhmzpw5RERE0Oxo5uEtD7O9djs3Nl7A7PYAu1k3JJLgc3shKE++sPaKEosa2thndVDqcNFbr+Hh1BhMCjm566vZ/G0JAAmZIZx1dWaPjJ/f76ehoYGamhoqysoozd8Pdhv69lrOu+dxErIHnPC4paUv4HRWkZn5Ik6nny1btrB792683iPlb7GxsWRmZjJkyBDU6kBgsLawgMVPP4Tf6yVr4lQmXXYNd7/4A5bSMmZGwMSUYCS/D0GpRKbWIDebkIeEoggPQxkTgzwkYNgOJ0usP/+CY8cOnEVFuBUKHDodednZNMREI5fLOf/88+nTpw8suQ7rPgmr74rA9R0YgXNWIvPzyyl1uBlq0vPdwFTUf0CaQJIk3GUW3KUdFNQ0863czbpIHU2awFipFpGERBO7Oh3Y/EfKS6PVShZEh3BlTFiPcvLTxd/NqfozdupM51LdWc2c7+fgET28POFlxsZNZkVDK98cqibHL6MTkAP3C0r6O67Cp2nF4xnJ3p1peMUjplqhkJOUlExKSgrRMbHsaRIpb3djd/uxurx0Oj2Ya3KIL9uAz2YBIDg6hsEz55Axenw3g7kboghrn4AtrwLgihmJdeIzKEsaabjnXhBFzHPmEP3M0zS3trJm+RKKqwKNGdPClMy/8X4UpwpAHwVJ8rNufe9TbtfhNqM2T+NV+QXkOwTSdGqWD0rDrFRgt7j55P4tCMDwnU/S/5dF+JoaaX79DeybNwPw8I13s6X/EC4rPcD9/k6CLpiHYulFgY72CaPgyuVnxqbZ+QHrti3i4n4vohTgmqLdUF+DXqdj4MpVxNYFWOnBl1xC5AP392ioeqZY9UE+pXuaCI9rpzrvExAELn7qJaLTTuwk+zx+ctfXULK7kZaugA2AQi0nbYSAKuZ1WsrDacofS0T2LxjjtwbON3gU6b2fQKdL5vvvvycnJwe1Ws0111zT4zcgSRKbv/mMXT98h0wuZ8FTLxGVGugd4ROlHo7YX4KPp0PV1kAZ6cR//qmh/J0e5MbTk5f6b7ZR3ft5vFyzdDObI0NQihKztjdhsOWS0D6wO3CuD6olpW8WSoMJv1fEZfdgtzixtnjobHXh81Tgta9GZWwjbnQDpoRAZYwgqNCoo9Bq44mJuZCIiOk9GHEAouhny7dfsvPHxfS5sBS1+dgS9RNBoQhCq4nF2+wAD8hFI4bEZFL73olWG3/ynTuq4Y3B4Heztv/LfNqWRXNnICB/wZB4LhoaT0dlJz+9kYPfKxISo2fmTf0whR0b9Gxr20J1zee0tKyjR1e8Lmg0cURFzqbRC0sPfsh4ow+dTMLvkXFoRQKOJi0BoSuJxrBovp5zDT6FBiSRWeEGXsxIIfiogLK/00PLR3l4GwIBK/3wKMzTkpFpT2ybPZ42Cg7eS2vrBiRJ4N3cK9jdOAiNUsY1Y5K5bXIa6i7GuyiK+P1+ml59ldbPPkcRHk6vpUtQBQfT0ehg9y8VFO9owOfZS/LUT9CFu5BEGc15c2krmgrICI3VM+++IShUMrbXb+eX8l/4rfY3mp3N3edkDf0Hbv0oBH8HKWIud6RmcH7KlB4+r6e6k6b3csAn4dz+FvJgD8lLvmPrd1+zfclCBEHG9Fvuos+YCQC0u9qZvGQOzRFP4VWYmF3j5bEyH2GX9ulu0lcx/yKcOTnI9HoSv/qSg9U6ti4pRaGWM+eOgUQmH//302BvwKw2dwe+RYcXR24L7nILngorfsuxCR25WYUiUo9Fa2dF+yq+V62hRdlOmDaMb2Z+Q5Q+6ph9jsZ/s41yOmvZuWsmPl8nprxsvjHcx9cpOsweia+32ol0n3xZKw9SYxgTi35oFDL1X8+mtW3+LSBlN2hQ92c+r59f3smjqqANBChK3MLGyO9IDk7mo7M/wigXaGxaTnTUXBQKI+U5zfz8ToAwNe36LFIH9byGoiSyYvMGSr9zoPLosGia+SnzLWzq9h7bmdVmJEnC6gkEb4wqI3cMuIlRJhlm83AqnA6CNcHEGU9e6p5fa2HJv7YT4lfQmm3k8ZuPCjxW74Qv5oLHBqG9YMG3tK0Xcexp7N5EPzwK88wUZEf1Ubq3qJov6lo5PzKYwWY9v7V3srm9E6vviK0Mb2tlcGEewa3tyMecxSOzR55+BdpxsNtiZ9beEuQCyAhU3h6NEWY9z/SOo6/hBEmsXR/Birt6fjb4KpqGT+NAwd2IoovoqPPIzHwR6+rV1N52OwCGMcOIGdyAvLGrl5gmCIZeC0OuAnPg2v/0xn6qDrQxcEoCo+b1orFxBQcLH8Dvd6BUhtA77WFCQ8ejVAb1OLx1bRXWXytBJhB2TVa3PfvT2P0xrHkcpj4Dgy47493/TjbqPxWPOh5aPD6+bWjjg+omGjyBOoZHpHxCaleiDypAr7fgcSWRmt9JL0cRsuRxcPEiUGqpqanho4/eI7PvBkJC6pB51cTtuh+trac0sEyvRJsVijY7HHWyubvHjOQTsfxcjm1rYG2yOWw/826/HpUyENvIzfsHra2bGND/I4KDf6e973HADzfDgaWBv/vMhlmv/qFqzg8//JCamhpmzpzJ0KFDAfimvpU7C6sB6K3T8GpGPIlLF9P82mtILtcxYyxKm8hv4+bxy10Taa7o5PuX9yL6JUbMSWHwtCQgINX8yaYyXKsqmQ20J66mpddSkPkxB82nf7+nUMhkOA+0YF1dSbN8DU39PkCSBAr2z2JKywyMkhZVkomwq/oiUysoaW5lem4lNpmM9PoqxpXsRy4d688dRkxMDAMGDKBv377ou3qAiaJI7Y5SijfkUuNoolFmwSG4ERDo0yeDkaNGERMXx9m7i8m3OZmzYRW3f/tpj3Flej0Jn3yMtl+/07rm9eU1bF/9OI0+Lw3NATXw7Oxszj333OOu13869BPv5rxLVWegqk8myJiePB3sTs56Zg2xzSL1wfDMxRqaTD2bfYZoQhgdM5oBEQOI1kcTZ4wjyZT0h4mde6vaWfD+dtw+kelZUbwyfwAaZc93dbmlnImbV+LSj0Tma+POiCbu7X/RCUY8Pv62AfThw4czdOhQ3uxqNiSKIvHx8dx666088MBJymi7cCYTq/zlZ+ar3VQIyYx07uXBnAb2VA/BLyoIjxLRzezksYNP45E8hGhCuGfIPcxKmYUgCLi8Pj7cvpBNWz4lqk4ksTGQ+e01dCTTb76Lz1psrGjuYI/VgVom8EVWErkP34attYXeN9/L9X4TEgLmxmcYZFDw2qTXzijbcjTcoogMoVu03+VysWjRIsrKylAqlSxYsICUlONrqh8PeXl5/PDDD/h8PgwGA7NnzkZmDyI4Qk3Y5uugZDUodXDxIjrjR7G21cqIIANRaiVNTU2sWbOG4uIjpcxJSUlccUWArehzeznwwXpCa7SIiORl1zLj4gWn/ME4/CLXH6hgTau1x+fJWhUfZSWTadBSuK2ejV8X4fOKBEfpGHdVApU15ZSWllJdXY3P5ztmXIVMIC09A7/fj9frxefz4fP58Pv9iKLI7x91i8XSPU54eDgDBw4kOzsbo/H4Gfri7b/x06vPgyRhSkzjVXEEXrWJzfdPPKlu6Mkg2u14G5sQVEpEtZrv166lsEtm4qyzzmJ0/zSEN4ditw+j3X8bv4UqeLy/lg6FQIxayaoufeczgSRJWMsb6PjpEPL6ntdEBBYlKHmjtxr3UU3eQpUKpoaZmBFmZmKI6U8Fyv5OThX8OTt1JnMRRQ93bLiPTdUlZMhHIuhHsENnwnGCxkOXSh8zwbmRvXtmIYpKEP3ERUcxYux4evfujUql4kCdhQeW5JFXaznuGErRw1n+QtJa9iO5AsErhUpN1sSzmHD5tYEqDZ8blt14xEkady+MfwD77r1UX3stkteLed55RD/1VA9JlqIVb7N4Vx0+FKQlxnDeRZehPUn54O+Rk3sDDkc5sbELMBmzqaz6gJaWNbS4ItjdkEW1fQgPzb2A9zs7WdzQTohSzi+De3dXO+xdVcm2ZYcwWsoZuu8ltIMG4ezS2EMux3zuuey55Aqua3IQrlKwb2RfFJuehw3PgtoM/9gCQacIpv0OPqeFSes2UKxLZGRzJf0L9mE2m7nq8stpmjUb0W4n6oknCJo754zGPR6srU4q8+rZtugpOlubGTh9NpOuvOH0929xUryzkcLt9ViaejIjzOFapl7XFyeLKCt7GVF0IwgKTKb+mHRZ7N9VQV2bEqVTww2h+ShUWlAZQKVHUhlYvrWV4vIOgmPiuOy5V1Gq/5j9OykaD8A7o0CQw535YPrjCWnR46fhxV0oI/WEXJiO3HTyQPp/q40CaPZ4Wdfcwis5JVRoTSglHzfUrkW7w4PSmYAgaBBDDnHenNHEDBuFXKFEkvw0NPxIefnruNz16HW9sdbJaSyuQ64SCevbjkwhAQoSE64mKemm02bC1RUX8tsPjxA6eC9+t4z2UhOOFg0KjR+5SkQSQRIFfC4FPqccV7uG0Ih+ZIyZQK/QwXiKOzBPTz5lD5YeWPsUbH4p0CTtph2gPLJva62NpS/txeP0kdA3lLOv63vcngNHw+Wqo61tK9bOHGy2IjyeZtzuBkTRc8y29iYNlWtiMYdmMGj+fLb81Imnqgm3bRFNodEsnzKJtqCA3uTZIRo+65/RY3/R48fySzn2bQGWq6BVYBwfh2FUTI/g1dGQJJGiokeprfsGUPBT9R18fzDQPHFiejivzMtk355d7NixA9fvFrZySSI5IZP2fSZkPjWSJBGa8TQR/avwe7QYpecIjxiGpdlBzroanFYPQZkyfk75gNzW3O5xVDIVMYYYBMMIdipmgiQS2vQ0MneATHF11tXcMeiOgO/Z5qLp7f2INi++hlyc298k/oP3MYwdiyRJ/PrBm+StDWhlZk8+m4mXX8e7Bz/g/dz3iYyYRYFmPiJwRZmbW8t9hF2RiSYtmKZXX6X9m4XEvvxvhKwhfPXodrxuPxMvyyBz9OnZn4CUYTFi51EJHwGUkXpQCPg73Ii2Y5NBPqXIR/HfUxbXxJfTvzylH/3faqNE0cfGLQvY7/VT5BrDLmk8tbrAc/3SXicTmo9aGyhkyE2q7v+UMQY0acEoo/WnrGz9K+Hz+vnl3TyqDrQhVwls67eYvcrNJJmS+GTaJ8fVhAX4bVEJOeuqUShlnHfvYIyhGlprbDg6PTRXdbL/1yokCcwxagzntlPkPkCLswWrx8qQyCHMTJlJjCEGSZL4rfY3Xtn7CiXtgd9Tn5A+tDpbaXIGGJpjYsdwccbFjI4dfYwef36thUs+3IHd4WVIjJlP/jES7WFbUrcPPjsH3FZIGhuQe9AG07G8DNtvtcj0CoLn9UabeWwl3oPFNXxc23LM5+EqBfNCdcxTdZJY3kL5o0+iam3CLVcR96+nCTt39h++FxVONyO2H2FOxqqVzIoIwiSX82ZVE05RRADmR4XwQEo0Ub8nCRWvhq8vAENUIAC+/unA51evot0osHffJYBE34h/YbniRUS7neDzZxFp+A7B1QYKLYy9C0bcBOqe1Xpl+5v55d08tEY5Y67bRnVNQCIrOGgEffu+jFodedw5SZJE28IinDnNCBoF4ddkdbP8/zS6NPz/CP5ONuo/GY+CgB+1trmZ5bU1rLcr8HeRDtSSE7egRSM5+Bf3EMmRJJPKLdKnPYbQeasQup4Nb1sbv65egDqiFL9fQcjeewlvT0cOIBOQ6RRIPhHJ5e8eR6ZXoE4LRhVnxJnTjKe6E4DPwn+kz+yRnNf7vO5tJcmPz9d5TFLmqA1gy2uw7qlAM1l9OFyyGGIGnvIaHIbNZuOll14C4K677sJkMrG+1cqleWX4JbgyNownesV0EwF9bW20ffEF1uUrqFPYyDV1sK23km3yf/DWvHMZFx/Con/twmH1kDoogrOv63vM+/JAnYXPF+Yxu8lHSORu6vu/A4C8ZiLRLSNQdgbj0ddR3+99RIWDttYxHDiQTGRIODPa+uNwO6gLtVGhaaG6pY6K0ChWZgUSDGE2K9NyiwjvALlPi15npO+wJLLGJGIOMiKX9/SzfK1O2r8vxV3SEbg/OgXGCfH4++hQaFXo9Hp+bbXyTlUT2y12zDKBz+66DrPDhnHa2WjS07Es+x5PZSW6kSNI/OST0772jv1NeBR+8jsOsW7dOkRRJCExgTnz5mA0GFHKlIiSyKt7X+WT/MC4eqWeGckzuDzzchJNidTddz/Wn37CZjRzy4R5hKdF8s5FEwnThSFJEh6/B5Pa9Jf3cVl1oIFbv96Hxy8yPDmE9y8fglnb0x6/mLuET2rquDc1lavSZ5zxMf6WAXSPx4NOp+O7775jzpw53Z9fccUVdHR0dDOjj4bb7cbtPsLUsFqtxMfHn3JiHo+NOza8yFLlXAyig8WbPHg7BXbaXWhMB7A0bgK3D7fSjxSsIz1pAF51CPUeFWVWP/6aIpJsZSikIwYoP9mCaeJkXp16pCu1wy8iShIGhZyti79m23dfY49U8vFZo3EZzyIICxtHDiFS88fKzA/YnFySU4ZBIWN5VgL7d+1i+/btuFwulEoll156KYmJiace6Hdoampi0aJFtLQEHJXMzEzGjx9PeJAR2aJLcZT/xqfxF/JmytW0iTLUgsAEt4WoPVvQetwIgkB6ejolJSX4/X4uu+wykqMTyPs8n5WSm1XRSg7pXfj99YyLSOGqhFQmhZqO25TA4vVxeV45Oyx2tDKBa+PCSdCqeLWikVq3F61M4OfBvelj0FJZXM/3n62jkzp8SnuPcTRqNXR2IFra0Ps70cZGUecPOuNrExsby4QJE+jVq9dpZcpKdm1j5Vuv4HE6cMo0iAOn8tBdVx9XUuFM4HH5qCvpQKEW2JmzmdwD+4FAtnBmohvZilt5OvEh3k8MND/LsPp5KzyCvqNOHQCUJIn2+loq8/ZTk5+HvFIiUzMchUyFX/JTbTtIs7uGdncDVm8bifo+RCRM58c4FWFygfH94xjULwqF/K8xjn8np+pM7dQftVEA41Z8T4k2Ael3LxmDy0F6QxUpLXWE+5upGKjnZ1Wgudns8s1MPKSgqWEXky6eT7/JZwOBLPvbG0p5ZU0JflHCpFFw7oBYzFolBo0Ck0ZJdbuDL7dV0un2oRS99LMXMthViNoWsANjL76SYbPnwndXQcEPgTK9c96EAQtwFRdTecmliJ2dGKdOJfaVlxF+5xQgSZS9fzlf1yfgQ4lMJiM1NZX09HRSU1MJPl4zzsO7ihI7l5fT3mAnJMZAWJwBMVjJVd/sorrDQ0qIls+uGsbPDjuPldUjF+Db/qmMCQ4sCnxeP98+vYuORgcpJd+SVBvQB0cmwzx7NmE334QqIQGvKDFg6wFavT4+T1Aw9asJIHoDTZCyzz/p/ToePq5p5sGSWnReJ/N3rCNYreTqq68mLCwMb2NTIFByGmyW08WaD98m59efMUdEcsWLb6HUnHmgWpIk6ks7yN9YS9n+FpIHhDHhkgzUXaxUp7OKouInaG3dcMy+Pp8SU6mWEU1lHG0dnT4Fn1cMweZVMuDsmUy++sxKe08LXVIa9DknsCj/E7Cur8K6qhJ5iIaouwYf0xztmO3/C22UJElMWLmUIs0RCYpgqZU7eZ5UDuF3y2grNmOpMGJv0CGJAgiQOjackMwyvFLNSedha8ikce8ChkwZzcCpCWfETPH7fBRsXUZNfhnV+YW4bJ3IFQpkXf/J5XJkcgWSKNLRWN+9nzEsnFEXXEKfMeOPK+l2Qrht8OYQ6KyHyY8FAh6Ard3Fd8/txm7xEN3LzDm3DUBxgqD0Kefkd9HSspbGpp9xOdqozi/HXi+j8WAQub3tlPbyYPPZMLpCOD/3XuS2PHyuLciVSpZPjyI/+joQZCwZkMLo4MB9dblcbNq0iYaGBvpG9yYqV47U3CXppJajGxiBfkgkylhDj+svSRLeZhuFdQ/S3PYzMpkKl/Yunl1uIlZqIU3Zhuwo//i4kATCtckMGyrDIj2GIIP0Xi8Tl3Bu9yblhQ2seC0fQZKxLeEHihK2cm6vc5mUMInBkYNxiXLG7yyiwePlpvgIbopV8UXBF3yc/zEACzIWcHfibbR/U4Sv0QFY6Vz+ELpB/Un47NPuOYl+P5sXfs7un5aCJKEJDWZlUikVETb+PeHftKgGc1dRgPl2R6GLS2v9hF3ZF02vICSfD0Gh4NdPDlC8o5GIJBPn3zf4mICrI68F22+1AWkHhSxQ2u4X8VQFghWKMC26AeGokkyo4k09mM6iy4e3wY63yYG/3Y2rpB1vTaBiSOhnJHpeFjL1yX3K/0YbJbo8jF/zM6W6nn6UFoE7EiK4JSoMRAkEEBQyBLX8T0kb/lVY82kBRdsbUKhk7By4hJ2yDcToY/hs+mcnrTQQ/SIr3sqlqqANuUKG/yhm9mFkjIpm3EW9USoEaC2BtnKwN0PyOAjuuV70i34WFi3ktb2v4fQFkup6pR6H14FEIBSQak7lir5XMCtlFkq5krJmG+e9s5UOh5eBCUF8fvUwjGJnwGes3Q0HfwKXJVDRd+l33TJrfqsHR24zuv7hJ6z8WtNq5daCSsxKOalaDYPNOiaEGOlv1PVYPzqbW1lx4TX0rQ/INQRffhmR9977hyv8VjZb6PT7GWbWk6BRdT8jNS4PTx2q44emDgAMchkPpERzVWzYkfORpEDSILQXaEwBhu6+LyE8A675leLq16mu/gR5p4LwxwT0fQaSOKIEob0EogfA/C9PSNwQ/SKfP7KO4Mw3McQEqg8SE64nJeXuU/aNkLx+mj/Mx1NpRVDLCbuqL+qkM9eI/yvxd7FR/8l41PH8KIAUqYTJrGa4dxfPyh7ikCKNRF8VrxXtJaQ9isZ+n+ExBpJZuo4+hNWdi67FQKNuKXVDCsiVBrLCdj7lxkTClAruSYhiQVwoSrkMyS/iPmTBkduMq6AV0dGTYOhV+nk68j1qotpYPnd5d+PrM0J9ToBo1VQAUdlw/cbTrt7du3cvP/74IzExMVx//fUU2JzM3luC3S9yfmQwb/Q5sT/oFb1MX3gVjd4cZKKBpTO/Zu9HLTRVdhISo2fefYNPSGCQJIkV++ooXF3GcPNKPOkLj7udydSftF4f8MEHH2O321EplXi8PZPckUIQ9ojefNgrmg6FgEyCMQ6B4fl2ourcyP2g1MhJHRhOfLIJpV9CtLjxdbhxF7cjeUVQCBjHxmEcH4es65xzOh3cX1TD/s4umSsBXslIYHZbAzKjEVV8wFZ46+oonXo2+HwkfbsQbf/+p3XtJUlid+NulpQsofxQOWmVaSgkBXaFnZ3hOxHNIgalgRpbwH+/vt/1XJN1Tbf8dMeSpdQ/9BCSTM69o2/kQGgy3988mgHxQad1/D+LrYdauP7zPdjcPuJDtLw6fyCDE08cWzhT/C0D6HV1dcTGxrJ161ZGjhzZ/fl9993Hxo0b2bFjxzH7PP744zzxxBPHfH6qidntFgb/lkOHysQ5B/fwQGUqKkFOnnUbBa2bTvuc3fowDBmD2KxqoTB4GQCDgmby8exnjmnyt+/QdtY89BQySWD5WW5qez+HVZQz1KRnYf8U9Ao5oiQhO03nbbfFziW5ZVh8gUXKpIoCelcGmN8hISHMnTuX+PgzY0seDY/Hw7p169ixY0c3E9ttMFGe0oddxmDsikBgxiB6sR3uEixJxPvcjI0KI9qop7KkhJKGRvzmENo0IdSpTjy3WLWSK2LDuDwmlKCucrtmj5cFOWXk25yYFDK+yE7p1stt8/q4Jr+cbR12sjVKLinZQ0XZURpxkoBRGc7ICQPolZbKhlceobq8DqPCxfyBNkxXL6S01UtzczNqtRqVSoVCoUChUCCTyZDJZAiC0G2kJUlCrVYTFRV1xg72D5ty2PbBy4R7AmrQwdGxnHvPQ4TGJZzROBBwmA5urWfHT+U4rQE2moSES1ePzVgKAjh0oWzsM4BKQyB4uKBD5NaddlQS6EdGEzQrtbtc68i4fvat/InK3H00lh/CYelAKVMzNGw68fqABESzq4E9lgLc/jY0QiPG2DjSxk9DrZNTuHANA3QTUMkDz4WgUaAI1SA3q5HpFMg0ioBMj0wIOJSiBHIZ5imnTvD8XZwqOHM79UdtlMVh5YKty8iV98cgdRLuaSGsyU5KUwdJVic6SYlRARGDvgF9C1/7ruRn5WxibR6WbXFjx0HC3WPRh+tosbm589v9bC4JBMJnZEfx+OxMIvRKuuiYgAQeB7bafPbt2UF9+UH0zhqiaKPTAnsao5HJZVwzMxpTycJAs6AF3yClTKJ94UKa//0yot2OdtAgEj7+CNkJArdiYyWH3r2TVWIvWoSempRBQUHEx8cTHx9PXFwckZGRyOVyJFFiw9dFFPxWd8x4NkFCJQioRKgOVfDZJCOSTGB2kYcZdgUhMXo0BiUHf6vDbvGgUMuJKXiL+NqDOCZNZ8h9t6BK6Pk7fKyklvdqmplpy+WjPbdC7+mw4Jsz1vKrdLqZtLMQuygxpiSHYXUFXHbZZUSnZp165z+AqvxcFj8V0Cy/4JFnSMg6PYfpZJBE6fjMux3v4dj4MB1GAYtJictooF2jQVIEgjqhykx6qcdh8OsCwcX8JVRUNLKkOhsEgWtf/wBzxJFAgCi6ae/YhUoZjMGQeeZBDHcn/DsjUBJ++Y+QcvwGyKcDv91Lwwu7kNx+Qi5KRzfg/7Zc96/Gf8pGAZy96nNyVP1Iksro689npGUHcpuC0NBq9PojVS6iT8BtUSFJoAsLLDL9bjmSZRjVu5wI6maM0ZA8qA9as4awsLMp3pRK3rpAj5GMEVGMmJOKPuj0eyecLqwtzZTu3MquH5dga28DQB8UTL+zppE8cAgRSSmnF0zPWQjLbgClHq5ZhRSZxfI3c6k60EpwtJ7z7hmERv/HJZoOo6mijCX/ehSHpQNTVBTbhljZJR5hSGaGZnK28jxcP4TjtixB9FViio7mhUl96TROIEbhYseoYRQWHGDVqlXYbEekm4xGI30ie5FYa8DcfiSIJTOq0PQORpVgRKZVYNtSh6fSiqQUaRj1AVb1NgDq6npTdmgIkiQHjZkLZk/tJhsIgkDu+/dSaSin3RFMh0OPXt9BXPwBtNpOREsaU+auBAJyExuqN/Dq3lfRFcUytvwCJCRGX5HIwJFH9J0PM1JTtGrWDk1H25W0X1y8mIXrPmNBy3RG2ALly5LowL76cSRXxzELyvVFTdy9KIdzIuxE7FuCsz0ga+GO03P5dY8Sl9GXNyobeaYskGx5JsfJtDaRyNsGoQjTUlvUzvev7AMBLnhgCBGJR343fpuHjh8O4cw7ljl7GIZRMZinJyEoTy/AIPklrOuq6FxXhcygJPL2QchP0KjsMP4bbZSjs525278nRzGQYE8H0U0dJFXtZaS/mTFjzqbXiKkoT9BH6v8vFG6rZ+1nBxFkAo0TdrHU+QVh2jA+m/YZCaZTrxncTh9Lnt9Ne5cskylciyFIjUavJHVwOL2HRkHZBlj5IDQdOLKjIIP0GYGKwpgBPcast9WzsmIliaZExsSOocHewMKihSwtWYrdGyArReoiuSDtEj7b3Eqzo5WYIBWXD0ugd1MBY/YuRnAfVfUYOwQuWxYIKB8HftF/zBr6TPHxplIqX3qFi4rXAaDt35/IRx5Bm9X3T417POyx2Hm0tJY91sA1zzZouSE+nFnhQWh+TyRytMGbQ8HRAuF9sCTfyn77E/hC/WgLNAySxaNp2gamWLhuHRhPnDBxuerZtvkKRPkhJFFFdvaLREbOOu3zFt0+Wj8rwF1mQVDKCLs2G3Xi/3+24e9io/6T8Sj4vR+VR7b1IIZ2HxZLJJ2dodjUer4bPBGXUsXAFhf/zvFiEN0091pKXkIJu2SDaSAan6SmXTBziDT8wrFB4niNimlhJqaFmRndRS6S/CLuciueSiue6k6qXbXcK/8XjapWnhj1BOelnXfMOKcNeyu8PhDclgDZ6jRlfb7++muKi4uZOHEiI8aO5ezdxRTaXYwJMvB1/xRUJ6lwqGl3MOnfq1HEvYtS3cDcktsIb0tCY1Ay777B3b0CTgVJlDi0/1v2VPyESnMQrcqGUpVIVGg/UlPvRqOJoaKigs8//xxRFJHJZETpQkl0hZJgC8FIoLq6RSXwTF8NmyOO3A+FKJFsF9H6QIZEulVkWr2XLIvYTTyqDW3l54yd2IxuZHIDnco0akhkj9OIRCBZd0VsGNfEhhGjOf67v+7Bh7AsXYph8mTi33oTu9tHVZsDi9NLq81FSXs5Vk8r1w6bQIzZzM76nTy781lKO0q7xzC7zYxoGoHBZ0BEpCioiEJzIXKFnCdHP8mslCP2xlNRQdnc85CcTtaPmccLYSOZ3T+GNxacfvXBX4EDdRau/3wPtR1O5DKBG8encNOEXt3NRf8M/p8JoP/hjJ8o8tiNl3Fg0GSyGqoI7fRynnIaAOvbv2dpVBkHlf3Qt6UQ5LVg9NmIkDmJU/sIlnmISUxg1PRpRKX2RhAEPD6RBQtfpcj3KYIgEcZwvj3vNSKMeiRJYnnZcp7a/hQjdhhIbNTRa9J4el1yC+ftK8Xi8xOvUeHwizhFkdsSIrg98fgdzf2SxG6LncUN7SxpbMMpSuh9XuwKJXqXg9vK9zN53DgyMzO7Rf//LOrq6nhh2x42y3XUmkK6g0hGp53BlUX0bqymOiSC/al9qded/GGSSRKDdVrOiw8jQwN3bnmORikMyTQJFwEDoJPLmBFmZoBJxyc1LRxyuglTKvh2QOoxGnMNbi+jth3AIcHoklyy68pISEggKaY3RStdiC4ZcWkG4jyvsWG/BYXg59IxckKv+RK0QX/J9TkV7G4fZ728kcYOOzdFt6A7sBan1YIpPJJLnvk3OvPpnYckSVTktrBt2aFux1gfpEauELBbPPi9Ih6lhW2ZDrampeOTK9B4vMzaZWV0SzNZyWkE1wf2U6cFETI/vceC67eFn7Nj2aLuv02acMaGX4BBYUSUJEpFH3rDFnp5FhGiqEKY9wH0u7B7e2enlW8fup9odyIZIcORS6c2VIJaTuwTp+7U/XdxquDM7dQftVF+0c+/n/k3EYl7iIvbjQAIfjnGhkGY6kegsaZQM/AVXMFVeG0KDvycxmtzH8aj0vDaDgujO2S0+/1YkpsoblmPyVtDtKydLJMLs2QFR2ugvO40IEmwqCqbGkcQqYZWzk0oRLjgUzzGQdT98584d+8BQDtoEPFvv4U8KOi443SsCJTodhGX6JRV0jAimPKWRqqrq4+RTFIoFISHhyPZ1bjKg1D5TPSfHI/T5iU3rxmV3YfQ5W44VAIfnG3CqpPTt9LN3O12fm9BDcFqxl3Um8/L6vhyazmXjevNo7Mz+T0KbE4m7SpCKXrZvP9Gkq79oVtz8nThFSWm7ywg3+klytLCZXlrucL/NWGDzoFz3jijsU4H7Q11fPPIvTitFvqdNY0p193ylx+jGznfwrLrA/9OHgdj7oSUibg9Tr799mqiY/YgkwWYb2Ghk4iMnE2QGEb7T/PJMemRdBIqnQ6dMQKDoTdKZTBNTb/g9QaClypVBNFRc0hJufO0GpUBAe3N5XdCaBrcsusPNy4C6Pi5DNumWpTReiJuHXhapfv/jTYK4KV/P4pa9KJo0+PxaHEISvxqNz6ljeCQWoYOlePz7cPrbT2yk6SgrTCC2u0G/J5AkCQ8KYU59z6CKSy8x/i566v5bVEJkgQyuUD68ChGzev1lwSifw+v28W+lcvZ+/MP2DuO6ALLlUpCYxMIjU8gqf8g+oyZcPwEjyjCF3OgfCMYYygdtoxVX9UhUwhc9PAwgqP+eENbj8tJbWEBBZvWUbpzGz6vh4ikVOY99CQqg56itiJ0Sh0Rugj0ysBxinc1sPqD3bitX4Bkx5+VySsjz0GSG5jdWUfs3kCTrZCQEPr06UNOTk6PYHqIMYgEeQRRbXoiPCZU9Hyni4JIsayePYpDhCXuITExB0EAhzOVl7YvoEGKZMsDkwkzdElobf6UNs/TCMKxSwiPW0OvmPdI6z+GLbVbeGHXC5RZAoSICE0EN3Y+TtNuL3KFjHNuH0BMWhAHbE6m7CpCBBb3T2VsSCAg4G1yYF1dgTM/8MxJkoivfh/uA8uQPO2E33orYddf133s7WWtXPHxTtw+EQQf6X0/IKrAQla5mS4zRlxmFv2nzOLzkAQ+rm9DKcKbux2MNOrQXZTB4ud247B6yBwbw8RLMrqOK+HY04Tl57IAw08GxnHxqBKNAXZZFxRhWlQxf6yRsrvCguSXTkvD+L/RRnk9Xl578XU0oUW0NByR1JE5bCjsFgSfG5XSTbRJRUZyEv3HjkEemgTGaFAb/9R75I+grd7O4md34fOIBI/18azvbmSCjM+mfcaAiAGnPY7L7qW1xkZonOGIrWwpgaKfoXgVVG4JfKbQQlgaKDRQ09VAVK6CmS+fVrCr09PJd8Xf8UXBFz16EvweZ9kdPE445vQZEDsYep0FiiPJ0CprFeur17OtfhtlHWU02BvICMngsszLmJY07Q8xYJ0eP2NfWEevkr08nLsIudMBgoD5nHMIvvwyNJl/IFF/EoiSxBd1rTx9qI7Orh5QoUoFz/aO45yIoB7bSlW7sb10CR35Hmx1Gty9RFpv94EczBYv/Yp9qC5fCdHH1y72+TqprPqQ6uqP8fsd+FxGan67lQvuuvi4vTVOBsnrp+WLg7iL25EZlETcMgBF0P+BxN5p4O9io/6T8Sg4yo9q1ePz6PAh4kfCL0n4cSOzl1KnN7FsxqV4FWpCrU3Et7RQGxpD8wliCIkaFcMkN2xZT11QGHuT+uA8igjwRK8YbojvSQ5ZXLyYJ7c9CcBVfa/izsF3/vnfyNY3YfVDYIiEW/cE7OpJ4HQ6+fe//43P5+PGG2/kY7vI61VNhCoVbBiWfkoJ2lu+3svy3HqGpihJrS8kvj4Ln9zDtFszSc84c9Kizy/ywNI8vttTTahezS+3j+3RLL2hoQGn00lsbCwqlQpJkvC3uxGdPkSXD3+HG1+Lk4N2F58p3azXSHScIDxicIuEOUQMTpF2RQdt+lbc6lBEeVggwdmFME8uN8equTbzPJSyE18Pd1k5ZTNngiTh//ArLl1fh02eg9K0H7muDEHeJQkoqojVpVLrChAxdAodM1JmMCN5BrGGWHSCjlU/r+LggcD3GoOG8VPHM7LfyB7Hq77xH9g2bKCldz8u73MpSoWCtXePJz7kP5+ktrq8PPJ9Pj/sDxDvwo1qHpiWwbzBZ7aWP2bcv2MA/Y+UzPweZzKxuS//gL4yj17BgSBSnNXINNUwOhGZjx2PUmBkSijjeoczNi2M1HDDSQ2JKErc+8unrGp+FUEQkfuiubr/eZRaC1hfvR6AKeJgYle2oNLquOGdT8n3SFyQcwj7UQ0XAWaGm7k+LhyZINDg9lJsd7G/08EOi61Hs5SEjmYmHdjJ4qGTsas0PJ8WyxVxPRegfxaf17ZwX/GRUutsBUxyW0lorsVSewi7zUoWRUxW7KV97D1sTLmAEg9YfH5cfpGO/ENYOuuIszl5eNYcolOPnN/W2q3csOYGZIKG60Z/wZJWOGjvqZcZq1ayeEAvUnTHMs82btzIm4XlbO49ALXoZ0XfeLKiAi+EutIOlr++D7ezDa/1MyREJo5OYtBNL4PiNIMyfwGeWVHAB5vLiQ/R8uud4xGdNr55+B46GuuJSc/kgkeeQXGKskJbu4s1nxZQW9QBgFqvYOjMZLLGxSJXyJAkiVKLk/tLathqCwTJY9ubmVi4B4PbjcYZidYeS6ouiAFqGfhEZEYlwef2QhGpo6Yon9XvvI5MUJCSNQmzNp7QOjlKQcApSbgTW8louRmFaA/oGk9/AQZecsx51pcUsfCx+0CEsy+5jeTUAfitHkSnF9HpA5+E5BdBJiDIBASVHPPZSae8hn8Xpwr+vJ0607n8mFPNWyuXcEHvH0g2Vx3zvUJhJjHseX7+98f8OGA8+7NGMLqgmJcqI1DK5LT7RCrcHvTyrfTR/UyUsvDka0JzAoSnQ2hqQM/XFItkjGLFz6spXrcNCQFXXDz9wgeQtuh9JIcDmU5H+F13EXzxgh6a5wB+UWJvVTsH11cyqSgQnOlUgslvRRJNCDI/5nPTUfQLpqa2hpqaGqqrq6mtre2hnSuIcmZMuIChkzL4bGsFj/14AK0g8PqMvgxMCeXWxgbWW2ykaFR8l5qI0OnD2uKktcaGtdVJfJ8QMkZEI1fKWLq3hrsW5TAkMZjv/nGcBE5nA3PWrWG7KYtkwcWPowafcd+AB/YX8Wm7E5XXw43lOdwyKg7TkgWAFFicDr3mjMY7Gewd7Sx89D46GuuJSEpl/uPPotL+HzksJWvgm/mB5MuIm+HsZ3oEGTZv3sy2bd+RllaIyXyI7mzJaUClCsPnsyOKgVLxoKDh9Mt++8Rai0fj01lQsRmmPAWjbzvDSR2Br91Fw793g08i9Kq+aNNDTmu//2YbBYGEX2FdCa9s/omCpu0McvQhzB1YJYwdO5phw1Jwe6rxuFsICRmNShlBzcEDlO7ahiAIjLno8hPKDdUUtbPzpzLqSwMMxriMYGbf2h/ZXyQRdsxcfF6Kd2yl8LcN1JUU4ers2Xul19ARTL3xdrSG4ywEne3w0dl4mqr4uu1d7D4TQ2YmMXz26fehgUBCuvpALtUF+dQWFdBSWYF0VBOq+MxszrnnITT6kwdeC36rY/2Xa3G1fwvAtolz+C19CEgS40ty+Ed6EmPGjEGhUODz+SgqKiIvL4/i4mJE8cjxBEEgVBtEKEaMXg12k496Xxsdlg4ADJKGbLMTZdZiJIUbmzOWN3fewILs/lw+M52NK95DCn4VQZDwWYYQEi5hs+bgaRaoc/eiobUPWT4Tzf1FXmtdjCgTMCgNzE+fz5V9r8SkMrPyvTzKc1pQ6xScc/sArmttZIfFzuzwID7ISsLbaMe6thJn7lGB8+oduIt/RrI1UphpZNxzHxHaO7t7Xnk1Fi56fxt2j59os4ZW5XLU4WsIUgXzyci3KFu9gQMb1iL6A+sElcHIxktv5zc0aPwStxW5GdYskdPg7FEe7re6aVtc3K1hqozWE3x+b1SxfyxQ/lfgv9lGSaLEul+3seO3zXhkTo7JrgOIImEdB7khaA1KmRioJBl8BZz9r/9IIN1l87L0pT20NzgIT9PzWvRdWL1Wbuh3A7cM/JMJ8R3vwy/30f0+likCetzj7wdd1zuuqRDWPglFKwJ/D78x0AxSfgoyjM+Nu3wjL617h31SKSZchPr9qCQJp0zGep0OnwARugjmp89nbOxYqjur2Va/jdL2Uqo7q2l1tZ5w+HBtOAsyFnBB7wsI0gSd0bQ/3FzG0ysOkqV08Y5zB7blP3V/p05PxzBuHNrBg9ANGYLc8Nf8Nps9Xr6qa+WLulZq3QFZh6tjw3isS7PZ19pK9U034co50s8hOM2G8izIz1DgU8pQy0Pok/UyoaFjgYDutM1eQkfHLlpbN9Levg1RDPjHJtMA6ndcR3WeikFnJzBybq9jT+oUEN1+mt/JwdtgRxmtJ/wf/U/Y/+L/En8XG/Wfjkcdhl/0U1h9iD37C6gpbkdeY8LgDsbr/A2/aydNIbEsmXklNv2RJIkgejFac1G5ilBqvRhw0GYrJlajZFTMKNIcadTsrcHq8lAdEkFNbDIFQRGoBYHVQ9NJ1wf8rs8OfMZLuwO645dnXs49Q+75axJMPje8NRzay2HMXXDWYyfdfPv27axcuZKIiAiGXXw55+wrRQQ+zkpiRnjQSffdXdHG+e9uQxDg44l9KVhahiiI/JL+HlK8jUh9JI32RnRKHSGaEGIMMaSYU8gMzWRgxEAUJ5A9cnn9zH17KwfrrYxKDeWLa4Yj/4M9MSRJ4oC1hVV1hTQ6W6nsbGCXFVzagYjyE1dYmgUbYc4crB1rwBNgiM9KPJtnxr9wUi3xmtvvoHPVKnYlJ/L8+e3IFI7u72SoQNQiyrqqgySBWcnn8cCIOzGre8o5SZLEwYMHWblyJVZrwCeeOnUqI0eORBAEbJt/o/q665Dkcq6bcDe1xgien5fN/KFnnrT4K7Eyv55nfymksjUw74XXj2BEyrH9NU4Xf8sAOgSaNgwbNow33ggw9ERRJCEhgVtuueUvb9rgFyVsbh9r16whd08gmzhAlsEQRyyuAWHEn98bteLMXyBf5a7muT0PguxIJlIhU3Bjvxu5uu9VfHHPLbTX1zH56n8w4OyZFNqd5Hc6SdNryO108GBx7TFdvo+GyucluaWO3o3VxHS0kJSYSOeYyfyrpo04jZKtw/uctLzlTFBsd3H27iKcosS1cWHcGB9B3O9LRRoLAtqzVVsDf2tDYOTNMPhKLFtstK+rYIl6B52CkyFDhjBrVs/ystvX3c666nUMjx7O+2e9z1aLnS3ttm59p5fS44k9TnlKTk4Oy5YtQwLWjZtJiaAkVatm8YDUQDlL6Vrqv3iKb0t74/fVodbFc+XLL6MP0rCm1cqaViu7rXaMcjm3JkYyKcR40peFT5Sw+/1n1M29osXO5Jc34hclPrlyKBMzAsH91tpqvnn4HtwOO2nDRjHz9ntPWCJefbCN1R8dwGXzIlfKyJoch3t4KL9YbOyx2knWqolWK/m6vhWnKKGRCTycGsMMeeDZPnToUPdYSreZGE08Ew0xKJpPoU8KdCoEYnr/hLns3cAHvabArFdO2khxx7JF/Lbwc5RqDZc+9xohMbGnfb1OhL+LU3UYf8ZO/ZG5vLSqiDfXl5BiruDOUQUEyffh8TQhk6kZOOBzgoKG0NnawvING7gzpBdyv49Fzz1P3IAbkXcli0RJwuqXcCglgpJURPcPRd8nFJlKEchsCwLIlD2a3/0eX731Lg2bloMI44qrMLi9NCZloHr4SQYNz0SjlGN3+yhq7ORArYWcGgvrC5vA7uVz9JiR8RluPsDNucJ+HhYMuMVBACjjDATNTu0uH5UkiT3ri9n0Qw4OfTU+VSexsbFkTjiXKz7ZjU+UeGhGH64bl8J71U08VlqHpqsfQqbh5Ayc0qZOznp5E1qlnLzHpx6r1b/0epoO/srMoR9SrQylv1HL4gG9MJ3G+6CtrY13tu3mja6m0BfVl/KvOTPQ6XSw+WVY+0Rg8Xr5j5A0+pTjnQp+n5eFj91PQ2kx5ohIFjz1Evqgv07vrQfayuG9cYHmX9kXwtz3jmkW5Xa7eeWVV3C5XMyYMZiQkIO0tm3CZjuIRh1DZJOBA1uDcYsKMs4ajilTidtdR0jwGEJDJyBJfppbVlNY+BB+vx2dLoVBA79GrT5JYrizISDfggR35EHQH3PY/HYvze/l4mtyoEo2EX59v9NeQPy326ijUdFiJ0SvZPO6X9m1axcACQkJnHPOOYSFHb/53emgtqid5W/l4POIDJySwKh5Zx4oOFNIkoSlsYGW6krqSwrZs+J7/D4fxtBwpt10x3FlkvwtFax9biEltmGYtFYWPD8LherUfoOtvY3ibZsp2bWN2oMFPQLmAIbQMFIHD6fv+End1Y+nA1u7m6XPv0lT+XocCX3Y2H8kB2IDAf37k6O4NSHymCbfLpeLsrIyiouLqayspL29/XhDo9VqGT9+PIP7DcJb0kHD5g1UpTyPX9OB0h5Jwq4HsYYW0ZT1DoIgofLNZtTkfyOXy+lsbeGjW6/FpTPiiktF5XYz66flIPmwxwYTN2EGIRMmoenbF7nZjM/j54dX99NQZuFgbw3fDdShBX6scRFSYkfyHPETvXX78Bz8AZlBwjd1NI+a1lFosNI3tC/vT30fk8pEU6eL2W/8RqPVzajUUB6ZE86FK84HwUes5zp+uvoWlHIZna0t7F+9goJN67C1teJXadh+yxNsdQSCY5kdfuI6/SRE6LkyNJhoSYZlVTmi3QcKGeYpCRjGxCKcQcJnr9XOPw5UIggwKcTE9DAzY4KPJfHYbDY0Gg2K0+ip8z8bFUBNWSPLv91AR3s7PlknTlUbMkGGXAj44PqOUm4z/oxa3uUjT30aRt165hM8BTwuHzWF7RhDNJgjtPz42n4ay63og9QcGL+clU3LyQrN4vMZn5+UZXhSSBKsezrQ4BgCFWPpMyF9+jF650CgimbzS7D+mcDfvafD+R9165R3w+eBklVwYFmgSaan88ghBRlC4uiAHEzKBA7IJe7ffD+V1soTnqZckDMkaggT4iaQGZpJuDaclRUr+abwm25mu0yQkWRKIjM0k6uzriYtOO2U03d5/Yx9YT3NnW7+NTebuToLbZ98SueaNUieoxoyKxToBg5EN2wYquRkVHGxCFodMp0WZWzsMcSQ04FPlHihvJ7XqwI61VEqJVfq5Ux4+D7UpSXIDAb0c2ZiS24nrnopBpeVdoOB9RlRmHUdABhMo5Bhx24/hN9v6zG+TpdKaspdhIefTXlOC7+8m4dKq+CKf41CpVX87lx8LCtdxqqKVVyXfR3Do4cfe77tLpre3I9o9yIP0WA+Owltdth/tHnu38lG/SfjUSeC2+fmt7xduOsFqn5egr25mE69kbyMIWikKKJtccS2+1H5oFPpptRQyaGwXbSE7Ka7fApQiAr6WPuQYklBLir4JWsEVaFR9DdoWTIgkQ9z3+Wj/I+Av5B5fjQOLodvLwFBDtf+GqhCOQ4kSeLNN9+ktbWV6TNm8k+MFNhdnB8ZzJuZJ5d7FUWJc9/aQl6thUv6xZC8uxO3w0f6lBCeFe+mydF00v2D1EFMSpjE9OTpDI0ceoyE1KFmG7Pf+A2Hx89909K5acKZ+Z8Wt4UlJUtYWb6SwrbC7h4ShzEidhzTe1+HVptEeaOdQ3ubsNbbCbaJxDh9jNH+Qj/hc1wKNz8aDLwUEoRfELg07QLuG/nICe9Xzb5ddFx8OXIJnrlQRlO/OM5Jnc2UxCmkBqUiiQKvbF7HF3s3Yu9MwEAiT83J4pz+Mccd0+128+uvv7J7924Ahg4dyvQpUyifMxdPWRnf9xrHe1nncNOEVO6blnHM/v8n8Nih6BfIXwI1uwNVVEoNyNWgUCHKFJS3uqmwyXGbEpkxcUKgp9kpqiGOh79tAP3bb7/liiuu4L333mPYsGG8+uqrLFq0iMLCQiIjj99N+mj8kYmJosiqVau6S3JS/VH0lmIYePtkVOF/rOR2d3U1V337CT5tLuEGLddl38TZaQOJMGrY+8uPrP/0fUJi47ny328f84Dusth5srSOVq8voInusKNsqiPEbiW6o5UwmwW5AGazmYEDBzJ27FjcEgzbXkCzx8c/k6O5PenU1+pUcIsiM/YUc8DmYkKwka/7p5xYn12SIO872PAstB1CksAuzaLDcyMAnRP1fLvtRwCuvPJKkpKSunet7qxmzvdz8IgeXp7wMlMSp/Qct60MqrZD3V5oLYVeU6iOO4dPP/sMv9/PmDFjSBs9lvP2lVLr9hKvUbHQWE3q0osp6TDzY20mCApUxiswh0fSelE8z7cey3YYbNIxLczMiCADoUoFSlmA/V9id7Glw8baVisdPj+TQ0zckhjBCLP+lC+YB5bksnBXNRPSw/n0qmE9vqvM3c+y5x/H7/ORPHAIs+/6J0rVkeyjJEnkrK1m65JSJAnC4g0kXZbGPxsaKfgdS/8wRgcZeDE9vgdbv6qqiq2rv6ewurWbRSMgo3dwIr2sYZhsStSSAhEJCSWSUoZfJUcWriJF/hDy+m2Bl96UJ2DkLadk4oiin++efoTqA7lEpvRiwVMvnlkztuPg7+RUwZ+zU39kLpIk8eTyAj7ZUgHAfWf35ophCuRyNRpNTI9tZ+0pZrfVwdD9B7lj6SKSQnsjix+BUn9s4MqrkRN952A05hNnvb21tXSuW4+nvAy/38+vebtoVcrQuT2UyzL5Lm0yoiBDpZARYVRT2+Hk6DeEDPi3TM9QUY4rRE3nBal8s6eGxXuq+U7xBL2lPlilK5H8gWdElWDEMDaODq2CH17dh+iTyBgfys6Kn3G73RQRxzZXNOcOiOHV+QM4aHcxbXcxHkni+d5xXBF76gCdKEpkP74Ku8fPqjvGkR511Eu0cit8Mh0QOHTFWmbXqmjz+olVK3k1I6FbJqDneCKHDh1i9+7d7K6q4buB43ErVYy2t/H1lNGo1erDNxK+uxoOLAV9BNz4Gxj/nK3e9NUn7PpxCRqDkYuffong6D+fsDoufB74eGqgGVb8cLhi+QkrebZt28aqVavQarXceuut6HQ6PA4r9nVN2LfU9yClq1PNmGemHCNh0GkrJCfnWtzueoKChjNwwOcnboq1470Auy5uKFy75g9NT3T5aP4wD2+NDblJRfiN/VGEnH4Z83+7jToR8vPz+fHHH/F4PMjlckaOHMn48eNR/sFmbiW7G1n9YUC3d8rVmfQedmJ92P8LNJaVsvy15+loCGhh9586kzHzL0PTxV502b2sfD+f2qJ2BERmBz9B/KwLTlgV4fW4Kd2xlfwNa6g6kMvRxjMsPpG4zGzi+mQR0zsDY+gfTz543S5eu/dubCHhSCLsixnHzq7qir56Dc/2jmNY0IkZmJ2dndTW1tLQ0EB7ezshISFERkaSlJSE5qjKAdHtp3nlDgoVd+DTtqKwR+LTtoDMj8J2Nob+TxOiV5Mcpu9ueByVlkGZWoPfryArdx99C4qPOb48OBhFWCg+tYm8yHk8OjOJVq2Mm4rdXF3e1QtG9ONrzMNXvwnDiEzMs2ehHTwYQSajuL2Ya1ddS7u7nWh9NOPjJrIhV0N5q4UIk5xbJ/ZhZeVP7G3ai+RIx1Z5JfMGxfPSBUeSaKLo54cXn6Zs7y6iM/qys9d8lkUJuBVHfKIYh8j7uxxEuSSU0XpCFmSgPE3N1cP4vrGdOwqrcIk9l1oDjTruTIrk/2PvrMOjutbv/xmfiU7cXQjBQ3Bti9MChRYqVKCl7nLrt37b3vqtXEqVUgOKFinu7hYihLj7uJ7z++NAaEggCdCW7/2xnqdPycyRvWdm77P3+653rSH+3mjkckwmE99++y3+/v5Mnjy51TF1ZY46A5fTzcqZRyg8Vosgh0UeBuK81xElSsw0pbmGW/sGEXfkfWn9e/sSiBt0Qf08GxaDg30r88ncUYbDJgXpTxt+ajyVdJruyT1770QukzP/uvkk+yVf2I1EEVa/CDs+lf6+6gVJ37wtgbGMJbDwHnDZIKQzRPcDlQ7cTskANGe1pOF9CpWini1CF0K7jWTA6JvhrPWmxWlhZd5K1hauZXfZbiK8IxgQPoBuQd2I8o4ixicGL3Xz+cfpdvJ7/u/MyZjD8dozPg8ahYZnez/LpKRJre7Dvt2Wx6u/ZRDuq2Xdk0PRqRW46+sxrluPZf8+LHv34ixoXt15GoqgQLyHXoXX0CF49OnTbqb62hoDT2YWUuGQqlgSivL54Ks3+eaOUHaqChFOJUo9nVpo6Ext3UgmJaxiWExTPzaFwhMfn274+/UnIPAqvDw7nPHoEkR+enUX9RUW+k9KpMfwMySCHaU7eGv3W+Q15AHgrfJm7rVzifJpToSyFxqo+T4DwSQlB2VaBcpAHdokP3yGx/zpwfTLaY76O+JR54Pb5WLtb6vZtWgpnnZJFUCu6YlKN7jZGKhUuDnoXcKJoN3gfRyZugaZTEQpKIkzxhFr6smC9OHYVWqCzGuhZjYAj6Y9yl2d77r0RsqiCL9OkxJuAUlw72ZQN38unjx5ku+//x61Wk3C7XfzaE4pPko5O/um4t8KeXHunkKeWXAEL7WSV/2DKc+sIyjam0nP9KTGXs2Gwg34aHwI8QjB6rJSY6uhyFhEbn0ue8v3Umc/QxII1gXzdO+nGRU7qsk95u0t4h+/HkYpl7H4wQF0jmjddNfoMPL5wc9ZkLOg0YgZIFGfSII+gQivCIZEDiEtJO2sj0ykaG8O2385SI1Zmk91CgOdk2sI8rNwoPJnXg2wIMjdDPbvz5iQyQxO6Ye3z5nPtcJcwfgFdzBxbSHX7RYxB/nQZdVaNB7N97FFtRYe/vkAB4vqAUiL1nPP4ATUShkWh5s6i5M6s4MKg43yeish9iLU5ZJxcYRMy8CfZ9Og9uSuYc8yvHcCH0zujvzPTr5VZcPer+HgTxKxqz3wDIarX4Aet2FxiZTWW0kMbj2gftkG0AE+/fRT3n33XcrLy+nevTv/+c9/6NOneba0JVxox0RRZMuWLaxfv77xNZ1CQ0rXVDp06EB0dLTEIGwHNmVXMf27PbhPLYIVchnPjkrh9vRQvrj/Dpw2Kze8+AYxXbq3eL7VauWXX36hoEDK2qenp5OQkEBgYCB+fn7NGCfzy2t5+HghKpmM1enJdGyFhdkaXs8t5bPCSvxVCjb0SiFE04YNr9uFcGAhdb9XYT1l3OSlWIS+RwNL3YPZfzwPPz8/7rnnHnS6M+375MAnzDo8izDPMJYM+QRd4Q44uQnyt4JZyhqKQDFhHKATR2WpOEQFHZLimXLTrcgVCoptDm48eII8qwO14OC2kqUE7jyJUGOg+6iJlOV15JDo5IehksngpEBfRoX4sc9g5ruS6mabldYQrlEx2M+bBA8NOoWcBJ2GoX9gsZfWWxny7gacbpEF9/dv0QU4/9B+lrz3Ji6HnYiUVMY8/DQKpQ92q4vD64s4tkXSbkruH0r2IH/eKajAIYr4KhWMC9Yz1N+bIquDbIuN/novJoX4nfPBV7/xc7at3coBsTsulaXJezKXE63Kj8j4CBKS4uiSEIHngpuh/Aho9TBljsRcaSOMtdV8//TD2ExG0q+byJCp09t8bku4nBZVp3Gh89TFzFHv/J7FzE1SRcGwjsG8d2M39B5Ng5hzy2p4NLMIrC4S91cxu3Apjs0bkXkG4DXxXiz6zlhKzPi4BNRyGYUiBE5KIqmX5Lvgqq3Fevgwlh07Me/YgT27aTDDrlSwLSUam0KOPrET2V0nsym3nnLDmaROkLeGzuE+dA7zYWyxA68TDaCUEfJwD1QhUlJywb5iflkwj/nqV3GLemqjv8d+UgFuaRwWyWXsr3WQ0COIYXd14offt5K/dz2iCCe9O/Plo9eDXMaofZK5zIgAH2Z3iWvzwm/KFzvYlVfLv2/oyuT0UxsJtwtmDYGKo9DzTrjuYw4bLcw4mk+BTQrSjA705eYwf67290EmChw7dowtW7ZQVVVFvc6TtR17Ue2tp5NGwYq+ndCczVxyWOCrayRn+thB0sb8As2yCo8eYv4bL4IoMu6pF0jq1a/1ky4Eogi/Pwu7ZoLOTwr8n0cT3u12M3PmTKqqqujZsyfD4vtT/1su7nqpKkvuZaO6pg5fdRAKmRJk4DUwAt+RsciUZz4vs/kke/ZOwO02ExtzPwkJT7V8w29GQeEOGPkW9Hug3d1zlJqo/SUTV6UVuaeSoHu7tTvodWWOOjdqa2tZsWIFJ05IZafJycncfPPNF7xJ27HoBPtXFSJXyLj24W5EpbRNZudSwWGzsvmHbzm0ZgUASo2GTkOGkZB+FdsX1lFfYUWlUTBicDGxRx6QKnzGvg/dp4JSjSgIFGceI3PbJrJ3bMVmPsMsDEtOoUPfQST26otv8MUTIUB6dhQXFzP7u+9wud1oKkrxdl/HwUR/1nbVYdNIY25qqD//TIpoU6VNazAb8ti26wYUinoAvMv6EHbkXrbg5kvsDPeT0/3kXgyOaqzjo1hYvIGe1T1Re6h5bMqtuI4dw7RlK+adO3GVlaMITEIZ3hNleBpzUoL4pIOGEKvAvC0mZHX56FSlaJJ98ezdE4+eachaYGRn1WZxz5p7qLXVnrPdWoWWZzp/xTPzSnALIo9cncgTIzo0vl9dXMoPzzyE2+VA6TESW3BX1GMicMlF5tssFCpFou0iP8p8Sbym6XzWGtyiyL/zyvm4oAKA4QE+3Bzmz/oaIwsq6rCektTRyGV08dRiLy5ENBrQK2R8NeZq9OfwHjmNK3NUU7icbn6fdZSCIzUggwPBYJGtIBkpQCq3mempL2Os7TfwCJS8NTwubq6xmZwsfH8/dWWS8aaXvwab2YXL7kapUTD+0W48m/0Y+yr2MSFxAq8PeP3Cb7b1Q1j7ivTvaz+E9Hauwwt3wc83gfUc48UrhLqECdy/P5JdzjjuGZzIc2M6Xnh7W0GlpZKs2ix+zPyRbSWShvuImBG81Pel80q72Jxurn5vI6UNNu4dEs9zo5u30VFUhGnzZmwZGTgKCnCVliE4HAgGQ1OmukKBpkMy6sgo1DEx+IwehTa1uY/OH+Gqq6PwtddZUmfm08l3YNZ5EF7wFk5ZBgCiW4tMcWb97K305+qwWyg7KaJw5mB2BfHcdSNJje5ybhIBkLGtlA1zMvHUa7jtjX4gF5l5eCZfHPoCERE/jR/+Wn9yG3Lp4NeBOWPmoFM2jxMIdjemrSUYNxcj2s9UKvsMi8Zn2PlZwGdDFEUsB6Q9vGfaXx90vlj8HfGo1nCwqJ7vv5xDRNYqABQd+xM7/Ca8rXIsJwyUHKvFfcpjQ1TJKAtQssRSj1lTx9g0BZ3jzew6tgNbfV82dJT60q14Bff17Mj1qddfsnY2g6UW/jsAjKWSfNTY95sdMnfuXI4fP0739HTeDown3+rg2bhQHos9P1Gi0mhj+AebabA6eTY1Cvf2ahRKOZOf74V/eOtEWJfgYl/FPlbmrWR1wWqMDiNKmZJZI2bRK7RX43GiKPLAj/tZebSchCBPlj08CN15pI42FG7gjZ1vUGmVxkCyXzI3p9zMkMghBHm0Ird8bDEsfQTRZiDHPoRdrnswmJqPV7vCisYtve6UO6iNP4F3mgudt4q5OQupd1aiNnvz7Q+gqq0j8IEHCHqk5Yoqp1vg8w25zNyUi9XZukpBvLyawWopMZe+Zw/r/dPp9+jd3NAzsv3re8ENeZuhZB8kj4TQLi0f5zDDkflw4Mczvh0A+hiJVZ48WtpTu2ySfJDbIUmOCi4Wbz9MRf5xxmv2E+qWSDDlijBmOUaww3sUK/8xptVmXtYB9IvBxU5YhYWF7N++l+PHM7DLmhrsBQYGEhoaSnBwMKmpqW0qRd6cXcWC/cVklBrIqZQ2SQ9elUCP4vUcWr2CuJ596Hfb3Y1meadhNBqZM2cOlZWVqNVqJkyYQGorD2lRFLnzaB6rqg109dKxvGcyqgvM/uxrMHPd/hwE4NvOsYxuRXfqNJyVFmpmH8NVYwMZ+ITuxbv2VWQyERtq/qu4mwa3hsS4GG657Q7kAA1FWEv2Mv7gO5S5rcyob+CRujNu7Sa5noM+13DAFkWN7Ux/IinlNhaiUWshdRzEDqLixBYeVKSzVX8mkxdcX8VVSYloZHIWldVhVEDnfDt3Fcu44R89UWkUlNkdLKtsYHu9iQMGC2a3G4coEqhSkuihpbO3jhEBPgSqlXxRVMW88toWA+7dvHU8Hx/OYD+vRsZw33h/frmn5cCWucHOwdU72b34PwguO8h0qDxHo1DFSgfIIHRSLLP0Tg4Zpczl8AAfPkiJarcmM6IIyx7n5LYj/G65mwZNLQ51KWILrCU5Ap3I4jqPg6hvXwChndt1q4qKCvKPHGTLl58gA8Y89CQdB13Vvvb+AZfboupicDF9EUWRH3YW8Pqy4zjcAhF6HZ/fmka3KH3jMXN2FfB0TRXolNwVoOeN1EjKX32V+vm/AqBOSCDoySeodcSh3CixGLYaXYiyepJOLsTz5N6mN5XL8UhLQ5feE5lShcLbC1u3Lvz6wb9w2m3EdO3BuKdeoMjgospoJynYiwAvDYLDTf2SXCz7KkAOAbd0RNe56Zy55GAJpgWPcKtiLaWyEExT1hGS78J4ql0lwNHhYfxwoJi8ajN9lAV0VFaiUCi4eepU3jLD8qoGAlVKNrRgLuNwOKitrcVoNBITE4NafSbZcNqb4La+Urma9EGc2nDq/ODh/Y2bZbPLzau5pXxfeqZyxQ+BjmUF+FeWUunjR1FAKGU+0vH+KgVr0ju0KD0FSFnzWUPBaYbB/5Cy4O2Eub6OH557DFNtDV2vGcXwe/4k01BjOfz2GGSvlP6++Rep/LsV5Ofn89133wEw3t6LINEHhb8Wv/EJaJP9WPLodZTW+NA/qB8B2u4AqCK88J/SoUnwuqJiGUePPQpA927fEhBwViKvoQQ+PPVsfDwDfNvGwBddAo5CA9bjtZi2l4JbRO6tIvDOzhekU3xljjo/RFEkMzOTX3/9FbfbzfDhwxkw4MIkjARBZPVXx8jdX4lKo+D6J9MIim5/KebFouDIQTZ9/xVVhfmNr8nkfnjo05j0/F0ERXrD4vvh0M/Smz6RmIL7sGhrHZV1zsZzvL11dEkNJzUpAF8PpCSbwyQlqfo92K4yU0EQMJlM1NbWUlFRQUlJCXl5eRiNksSCVnChzDpIXNpg9js90NXEs7WzPwfjJRZ5qErJ9KggxgfridE1rUwqsNrZWGsky2xjqL83wwJ8zlmVaG6wM//9+YT0/IwaewKWE3cxwqBA2YL4tIBAvcLI76rDWHBwVVI/+l8zEGelBfvJBqxHqxBM0nq8QQUTBnlhVMm4L8tOyEEzKGVcc3vHNlUj1FqMzJj/M0frdqFQV9M1IohwXx9sLhsOt4NJyZMYHTean3cX8txCiV314FUJPDWiA4XHalnzzTHMtTtwWbcgk2kYcf9zdB6SDkCJzcGEAycosjno7KVjWVoS2jbKtjQ4XTyQUci6WolFdV9UEC8lhKM49flWOZx8VljJ/PI6apxN9yaechm5Q5pLCZ2NK3NUc7jdAht/yCRzRzkA5mgtq22b6I8JuVyFzGEnRNzJDPV+FL1bDvq0FU67myUfHWiUabn6thSiOvojuEXK8xrw9NVw2LmXB9c9iFquZvnE5YR6XmCFzYEfYMmD0r9HvAn9L3B9UF8EGYvBZgCn5VRpvAeEdcUaPZTx/91JdoWJgYmBzJ7e+4J1gdsDQRSYfWw2/9n/H1yii0BdIK/2f5XBkecm+azNqODu7/eikMtY+tAAOoW3zhwFEB0OzLv3YFq/HvO2bTgKmsvQaFJS8EhPRx0bi0fvXmiTz1QMmLZuo+y553BVVeGSw6OP3U1G0jWoa7NRZ57EbY1GI/NjZBdvUuLKWVb0LYVGiQ2vU+pQ23pSWphGkCaO+ff2Jzrg3Il9t1Pg+xe2YzE4CBrjZKlyDoeqDgFwQ/INPNnzScxOM5OXTabWVsvY+LG8NfCtcwa6RKeAq9aKLbOWhpX5IIOgGV3QxOvb9Nm5TQ7qF53AeqwGmVpByONpKP3OX9V3ZY5qOw6tWcnarz4DICyxA9c+/gw+gcHYzE6Oby/j6KZiDNVSYkbUyJmlsWCQi6SEevP6+E5kFG3khyKBI+FJKNxuxuYeoktkIoqwGKp9lORY7AwP8OGGUH88/vAcs7kF5DIuTCo4dz3MORWkn74aos8kIwwGAx9++CGiKOIx8VY+qDHjiYzbrCoeHZKIn+e5vese/Gk/yw+X0TXUm4nlCsz1dnpfF0evsXHtbqLD7eCFrS/we/7v+Gp8+XHMj8T4nEkc1ZkdjPxoM5VGO9MHxPHP61qOza0rXMdjGx4DIMo7iuf7PM+A8AGtB5bdLknqc/t/pL/D02D8Z7gDU8jaWU5xZh21pWbqKy2NiRIAh8KC2t10fnAobBR75RMc34lpoTZqnnkMmUpF3MIFaJLOLYFVYbDx8boc9hfUoVHK0SgV+Hqo8PNQEeqjJdhHS26VidXHKhifsxhLlD8yUeTaiVPo2e38scpmcFolctauWVJyBSTSSfpdcNXzZ5LWxnLpuL3fgq3+zHFJI6H33RB/dTNJ0bNRUm9l6LsbwO3kNsUaHlYuwk8mxWYNeMEDO/AJPr8E6JUAeiuoXpBJ7r4sijzrKPM2UlPbVPJDrVZzyy23NJEiaQ3/3ZjLO79n4omdW6NMuIqPIWjOZJNSU1MZNGgQJSUlbN26lfr6ery8vJg6dSqhoW1bRFXYnQzZnUm9y92mrF1LsLoFhu/N4oTF3ibdqcbzjtdQ+0sWot2NQq/B/+YUSc+47LCkqZe5nDLBj6+ZggsV/TXZDHeuQSZI2f11HjoeCwlCJYrMd4YhDxjKIUsQR/IqcLulTJhKpSI1PoIetcuJrt2M3N1cykQE1nZ+lGfdvSkJbs6S7KBSc/OyWtz1DpLSgxl+V6d2Z8osboE9DWa21hmpdLgwud1srDU2msFGa1RUZNYi1Dl4bWQKN3UMQ3fqASQKIkXHazmysZj8ozUgguCuw2lehuiWtP5UuhTk8aM4MiyGZQ4zbhF8lHL+mRDBrWH+F15e5XbCl1djLC7ip/JrMRnz8QgIZ+yTT2PaNZva7J1kkEgp0u8mLjKUm2+f3iTweD6YTCZ+//13jh49CoBSLkM01KG02+gzcgzJ3dPw9fXFw8MDhaLtLLcri6qmOFrSwEM/7Se/xoJaIeeVcZ24uXcUpQ02Rn64mfoANa4ufuiVCnb27YhepcSwajXlr7+Ou1oqu1XHxKBIuB6lTypmt8BGoxsX4Fd7nDhXJjGpfnj174tHv37Idd4IVhcKvabxt1eccZSFb7+C024junM3rn38WXRe3rjq7Zh2lGLeXY5odYEM/G9OwaNry9n2vdmFRPx0FWFUM8c9gsLE5+m8t54eHgrkMhn7cfE6VpweSu4eGIu+bC9ZJ3JY36kPuQGhqGTweUwASXYztbW11NTUUFNTQ21tbaPRCUBMTAy33XZbY+XOb4dKefjnA3SL0rPkwQFQfQL+2x/cdpjwX+h+S7O27imv4pPDmWwR1VjVmmbvy4Gr/H14Jj6Urt6tMJgPz4eFd0v/Hv8Z9Jjayrd+BnaLhXmvPkdlfi5+YRHc9vbH5zRgvCgU7YYfb5QWK3IVjHgd+t7f6mmiKGLeU86i5UvIlZXjK3owtc/1BAyLbzSmqi04wexnHkMQ4YZoFSr1gwhuDchA1zUIbaIeZ5UF0SlQGv4V5cb5eHjE06f3yqYsrB2fwarnpRLz6b833t9ZYsJyoBJXtRVObepFuxvB7paMjU2OJlIy2tQA/CYlofC8MGmRK3NU27B3716WLVuGTCZj2rRpREdfoF69U+C3Tw9RklWH1lPFuMe6ExT11wfRRVHk8LqdbPh+Hm77SUBaqwy8+Q76TLhRkj7a/QVs/4TaGgMLijpjcGpRy10ke1fTwaeKaM96zhl38o2GcR9DwtWttiU/P5/58+djNpubvadSqUhKSqJbQhzL/v0qyGSMeukFHj70AvrSKGLNt/N7D19qvc88l/1VCkLUKtwilNkdGM8yu0/y0PBSQjgjApsHo1Z9eZQT+yoJjvFm0jPpyOUynBVm6hafwJFnwOCooc5ZhcJXT6RLWm9kKkrYqspEK6qYbO+PmjPjXKZToksN4MMYBV+ajXT01PJ790Q2fHec3P3SuiltZAy9ro3FUGWjvsJCfZUFU40Nh82Nyyng8lfxTUkl+8sMqJVy/nNTd0Z1Djvn5/nZhhO8uyoLRLgz0J/gk5I8mU+QGnvDPBoqTqJUqRnz6NON1T8FVjtj9uVQ43QxLSKQt5LPXalzGnZB4IYDuewxmNHKZbzfIYpJoS0znd1uN5/8uojdNfW4vLxJ6tETnYcHLyaEt3j8H3FljmoZoiiy+7c89q7IB8AjSMt633KiDXtRydWoK4upU2Xj8jOjTuxEtx4jGRQ9mCjvc3sBnQ23W2DF50coPFaDxkPJ9U+lEXCWbJlbcHPDbzdwov4E0zpN44n0Jy6sQ9mrJea46IYBj0nyi38CTktUBnlrWPHIIIK8zy0F+GfgWPUxnt/6PCcbTgIwOm40z/R6hgBdywZxD/y4jxVHyuka6cuiBwZcULDfWVKCLSsbZ0kJlv37MK1dh+h0NjnGo3dvdN27Y9yzB8eBAwAUB8An4xQc870Bc4cJ4BJIPWbktl7RTEyLxFcnrTucbifzs+fzS9YvjZIrAC5LLFrLIL6YdCe9Y4NbbJtLcDHnxxVYtnlRr61gbve30ao0vNT3Ja5LuK7xuN1lu7lnzT24RTczuszgkbTWTddr52Vh2V+JwkdN8CM9UHidf09oPVZN3aITkhSMXIbPsGi8h0QhU5z/M78yR7UPuft2sfKzD7CbzXj46rnjvc/w8JGex4IgUni0hu0LT1BXbkHlr+ErtZlK2x9/rwLKNF9MQedun16pIMFDg0omo9LhIt9qR6uQ82ZSBDeHXYAZ45IHpQRfWDeYsQHkCmpMdj77eRlCyRGKZb4s6z0YtAqUx+tRFpqJC/Tk2zt7ERt4hk0uiiL5NRaWHy7lvdXZKOQyPuoUR+GWMrwDtNzych+UF2iEa3PZmL5qOkeqjxDjE8PsUbObzCsbsyq589s9qBQy1j85lCj/pvs9k8PE+CXjqbRUMiFxAi/0eQGtsg17tD9K3YDkvXHNKy0aOYuiiN3iwlJSiOfyqSjrM9itvJrDjjtxVnkhO4usIJOBv1iJV8E+PAO8iHniPvShXvgG6VCoLsw30bxvHwW3TmVX3z4UxMai0WiYPn16mySOEEU4PE9KFhhKpNe0vhDSBQq2Sn+rvSF9mvTv3V/CaQkcvzjp9a5TwLt9cc5/rTjOrM0nCfTSMDhWx83qbXQv+QmldxCyu9e0ev6VAHorECxOyt/fh2B24js6FllPP0pKSqisrCQzM5OSkhJUKhU333wz8fHxbbumIPDpz79RnX2gyWZJAQgyGWd/rH5+ftx22234+7evZPC0lItWLmNj7xRide1b1LyZW8onhZWEqJVs6p2Cvg2mmaadZdQvOQEiqON8Cbg1pfkD1lAGB37gyP6dLGiQSjNCqKKf7BA+en/cfvF8YbJhbVAQ6AhEJv5BVzI8nPT0dFJTU5vobeKyS+Ueh+dJxgGxA6D7rezccZxtc+egiU8m+rEXybE4cIoiHgo5t4QF4Cg0seSDAwiCSL+JCaSNaF9ZWkuocjj5uKCCH0trG0ttTyNIreTZyBA6n7RxdGMJ9RVnJFSCY7yJ7hRAUIyO7O0L2bNrM3u6DmB/l364TmmHXxek542kiLbJ6LQC9/GVrHj/FbKNQcjkciY/cj+RB16HSklXlg5jyI8Yx09b83A4HMTFxXHTTTed0XE+B44ePcqyZcuw2WzIZDJUKhWOP5Y+ngW1Wo2npyePPPJIqwmBK4uqFq5jc/LUvEOszpDKvbtH6VHKZewtqKN7tJ769AAyzTYejA7mpVOba3d9PdWzvqR+/nwEoxGUWjyvfhm5RwAGwcYmo4LThRVB/hq6JPji73LjLDCCICL3VqOJ9UEZqEOh11BfVcbOpfMQXC68fQLo2mkYYp4NTv38Ff5a9GPimjHPm/Xl2Gp85t9IqaMj8+teQSmqsesErtWo8UCGUyXHq38YnhHeyMK1TN62kz0+QcgFN6OO7SK69tzmMFqtFpfLhcvlonv37owfPx6ZTEZBjZkh725ErZBz9JXhqOdcJxkhJ1wNUxc20Qm12+1s2bKFHTt24Ha7cctkGDp0ITMinlqFiu4+nvTRe3JtkJ7Q9ozR1S/C9k+kLPqN30Hq+FZPcTmdLHr7FQqPHkLn48vNr7+LX2jrwZN2oyoLvh4hBc/DuklJhZBOrZ7mNjmom5+NLasOG04WeezBLFjp0qULEydObDLWN37/JfuWL8FfY+HW2AIMHq9hq28eUHUrrOQN+QdupZGkiJeJ7nC79IbLDp/3lXwyRv8bV4c7sRysxLK/Elelpdl1zobcS4U2yQ9tagC6zgEXpft4ZY5qG0RRZMGCBRw9ehRPT0+mT59OQMAFbMIAh9XFko8OUFlgROOh5LpHuhMS+9d+9oZqK7/+ex9Wg4OwRB0hUfnsXPgjANc9/izJfQficjo5vGopO+b/iM3mwE/vwaQxKfjK6iV5BLkKFCpQaqX/1J7S/w/+CPWnGI8dxkgaxueoBqutreXLL7/EarUik8nQ6/UEBgYSHh5OZGQksbGxjRrZyz7+N1nbNxOe3JHUh6cyfdV0dGY9I7LvpTAknKPRKvJDVNK89AcogHRfTxI9NCytrG8MqD8eE8LTcaHIT61jD28oZuu8HGQyuPG5Xk2qAwqyj7Lw5RcQBDdbu1RzIsqMvmY0c8Y8TYinmi9+/pp6i4E0dzx9grugjvZGm+KPNkFPpdtNn50Z2ASRH7rGMyzAB0EQ2bk4lwOrJdamCC1w3M/AjshBL4EHH0ijT3zrv7t5e4pY/uNxetukdXBwtwAmzuiC4HKw7ON3OLl/D8hkTPnnW0SmSt/N+hoDtxyWgnpfd45lbCsVnE9nFTGntAYfpZz53RPpdp7k6+bNm1m/fj0KhYLp06cTEdF2z4src9T5UXCshnXfZWA1OpErZZjjGjAZD4LbjWfuEeRuifnvkgtU+TkIHdaXJ69/vdXnhiiKbPghk+PbylCq5Ix/vAeh8c2TTguyF/DKjlfwUfuwYuIKfDVtY0n/4UZS0nvOBIkt3u1m6bl9qfWMkaqrb/9mNzIZ/HhXH/onXrg/w8XA5rLx6YFPmXN8DoIo4Kvx5YMhH9A7rHezYysNNq75YBNGm4v7hybwzCUwuHPX12NcvwF77gns2TmYt28Hd1Ppg9/TZPxwtRxr3UTS/MeyP15LLSIfpURx0zkCkKIosr9yP79k/sKagjW4RemaosubwaHX8c+h05pUJxypOsI/t/+TguoibjnwT3QuLxhcxsRxVxPm1TxJuDBnIS9vfxmAl/q+xOQOk8/bT8HupvKTA7iqrSiDdATd3QVFC95JgsVJ/dJcLAelpKYyxAP/yR3aXNV3ZY5qPxoqy1nw1ivUlRa3KJlqrLXx69t7sRgchKX4sSlYZPnRcnRqBd4aJRUWB7aOvsj9lLg0ShSCQFRNBRajHHt8OPWyc4f8bg8P4I2kiPax0U1V8ElPsDfAtR/xu3Y0T847wHAOoZfbmB83gJroIBRWF6Nr4HiJgZJ6K34eKsZ1CyfYR8vJKjM7T9ZQUn9GU/y+9Gj0m2pwOwVG3duZhB4tJ5raimprNbcuv5VScykp/il8PfJrfNRnvsepX+1i64lqJqdH8u8bmlaAvb37bX48/iNR3lEsHLewbcFzgO2fwuoXpDXhxFnQeWLbzjOUwY83SPKjMjk5nZ9g7O4eBKPk5Z5x1OY0UF1kavFUmVxGUJQXYQl6fIN1eOo1krF1kK6ZGfEfIbpc5N1wI/bMTLxumMTahAQKCgrw8fHh7rvvPv9vvi5fqmw+uUH62zdKYpt3ngRKjSThvOp5qT9/RGQvGPg4JI+6YOlTQRCpMTsI9FKfeXYLbjBXtSkYfyWA3gaY91VQNz8bmUpOyOM9Gw3FnE4nc+fO5cSJEygUCkaPHk3Pnj3Pu4iy2WwsXryYzMxMAMrc3qDTk3RsOTKXg5FPvcSeoxkUFBQQGhpK586dSUtLa7fuOkgP3smHctlSZ+Iqf29+6hrf5sCAweWmx/ZjmN1Cm6RbRJeAcVMxhjXSJs+zdyj68QnIWilb3bl+Oet37MdxHo0lpU5Jp+ROpKenExXVdqaH027jywenYzUazisdcmRjMZt/kfSdk9KDGTg5GQ+ftjGtzweD08WA73ZQ46UkKtyLWpeAUS4NmchqJ9fuMRPhkJHSP4wuQyLRh0jf8XGTlZ/LavmhpArLqREWXl7AQx4ypo277qJNPURBoODoIXYvnk/RscPIEbi2p4ok937JfMEzCMZ90ijPUFhYyA8//IDD4SAoKIgpU6a0KFtkt9tZuXIlBw8eBCA0NJRx48YREhJCWVkZxcVF7Fq1EoPZjKDSIKrOfMY6nY5nnnmm1bZfWVS1DFEUmbX5JB+uzcZ2qpRLrZSz4pFB5Mnd3HYkD41cxubeKU3K8QWzGcOaNVKiI6YrdQtLER0CyhR/auvtyEpNeJ/FzhFlcJ51VBNo4n3xGhiBNsW/zaZDOd/8h7W7OyCgokFhpax3CHd2iyByaznO4jMP/sO+cqb3lVgId5TkoDtxDLVajb+/PwEBAQQEBDT5t4eHBzk5Ofz000+IoshVA4bQ1RiJYHczKquQKpuTrSNKiNz8NKg84YEd4HcmoZaTk8PSpUsbJRCio6O56qqriItrf2lgM4giLH0YDswBuRJ6ToNBT4DPuQPiq2d9wpF1q1BpdUx5+S1C4tvnBN8mGErhq+FgKJYWLLcvbdHw52zYcuupnZuFYHCAUobvyFhqo9x8N/s7RFEkNTWVgIAAVCoVLpcLm8XC4U3rcLlcJMvyud5nG2L4JEza+3A71KiCPRAcbqyHqqgJW0lVys8obHo6ln1BwMTOKI/NRFjzDlbVKCyBj2AvMJ1hlSvl6DoFoE3US3+LINPIkWmUKLxUKHw1yL1Ul8ws6coc1XbY7Xa++eYbKioq8PX1Zdq0aa3qN5/zWlYXyz45SPlJAyqtguHTUonrFoTD5qLoeC2+QR4ERrZfkuc03E6B4zvKaKiyYrc4sRqdWBrsuJwCARFeVBcZqSu3EBDhxcSn01Brlaz/7gsOrPwNmVyOT2AQLocDc71kUBWW2IEJz/yzkSV2/s6ZJHbOnq/glNEcQ5+HoU2fmTabja+//pqqqirCw8O58847z1s1Zqyp5pvH78VltzP6oSexd9Cz+MRiahsaCNrRjYDKGGwqGUfDs9kTvQunwoLcXYtabKCrfzK9w3pzXeJNfF1u58tiqaJpsJ8XDwUEUL+ogKIMSTO5x/Bo+k86Mz+V1Zfw1dP34mGA/FAzW9Pq0TuuIy+3D94aJcM7hdBHb+b49jWo1WoeffRRKiwiDreAQibjo9IqFtQbiFcquc2tpajOyokKE9mVRkLrBUZZVKiQYUekViFSJxdokIvYZVJ1UGeHAn9BWpsOvbUDnQa1Hnw+tK6IrfNzANigdbJf6+LWvjE8fHUigZ4qVnzyHlk7thAUG8/Utz5EfmpT99qJUj4vqsRbIeeHrvH0acGg1S2KfFFUxWu5pciAH7rGc03AucfbiRMn+OGHHwAYN24caWlp5zy2JVyZo1qHucHOhjmZFBytQUSkPvQQLgxYLAbiavdjtWgR3VJQwS0X8bqxHw9MfPG819yzPI/dv+Uhk8Ho+7sS17X5OtritDB20ViqrdX8o9c/uC31tqYHOG2w4klpTuhyIySNOGPiXbQb1r4KZYfAIa1TSLgGbpkrJeYuMcx2FyM/2kxxnZVpA2J5+brWE+t/No5VH+Pl7S+TVZeFUq7ktf6vNWFdn8bSQ6U88rPECv/4pu6M735pTdedZWXUzZvPpm2H2OBjJLPzcar8YFLcDJ7v/xBqpZyP8st5O6+cfnpPFvU4t4zCaVRaKvkpYy7fH5uLk1PypqKcfmGDmNppMuXmct7e/TZOwYleo2c6T2HZ6I3OW8W453sReA7ZlM8Pfs5/D/0XGTLeGPgG4xLGnb9v1VaqvzyCu8EukWOujUcd49NYtWfPa6D2lyzcDXaQgfeQKHyGRbfLB+LKHHVhyDuwl4Vvv4JSpWb6f2bh7d90jqnIN7D4/f24nAKJPYMZNq0jilNeJw6XQGGtGR+dCmxGfl20mMpSiRF8wBWOd8/eTOkfgyADP6WSZE8tP5XV8G5eOSLwZGwIT8edu5KrReycCb8/g0vlxVZ7ImViIFmKLlT7BrCw+yAEYF63BAb7e1NptHH37L0cLm5odhmVQkbPGD+uSQrCZ3st1UUmIjr4Mf6x7pdkbV9gKOCOlXdQY6uhR3APZg6biYdK2gvtL6xj4ufbUchlrHl8MPFB0jN+T/ke7lp1FyIiXwz/gv7h/dt4sx3w3VipcmjMe9B7Rvsa67DA8ifh0E8AvOe8EdfAp3h2tJQoNFRbyTtcTeWOo9Ttz8CmC8TmF43Tee6NvVqrQKlRoFIr0Hmr0Hmr8fbX4hOowyN7B86PX0bh40PC7ytxaLV8/fXX1NTU4Ovry6RJk1quMM3dAL/cKkmYKrUw5B/Q90FQnTVPiaJkVr3zv5KGef+Hpefen5AQbg+uBNDbAFEUqZp1BEdeA6pwT4Lv74ZMJU04LpeLBQsWcPy45AreuXNn0tPTiYiIaGT5nEZeXh6LFy+moaEBhULBoKtH8PCaeow2F09p9mHP3E1M1x7c8MLruFyuZuagF4Jci42rdmfhEEW+6BTD+ODmBpYt4YuiSl4+UUoHTy0be/3B4dst4m6w46634ayy4iw34yw14ygxgUva2HlfEy09LNv447ZarezatYusrCzcbjeiKBIcHEy5tpwfK35E0Ar8Ou5Xon3aV+K9f+VSNnw3C9/gEKZ/NAv5OaRCRFFk97I89q3IRxRB46Gk93XxdB4cjryNupUtYX1mBdO/20uMUsU9Sh+qKy3sStayJVWHUyVDBTwQEUSijw6LW+CoycqeBjOZ5jNyNF28dIwuOIow/1tkQLfho7lm+v3I2qk5ZjObKDp2mILDB8k7uA9DlcRWVigVjAs7RLzXKdfpmAESA9araca2uLiYX375BZPJhEajYcyYMXTt2rXxO7bb7cyZM4fiYkmzetCgQQwdOrSZPIvTYef3zz8ie8cWRKDLiLF0Hz0eUS5vkzzRlUXV+VFptPH5hlyWHS7lyREduLl3NKIocuPBXLbWmxgR4MP3Xc9dKWPNqKFmTkYTSQsRMCpkFJlclDkFrAIE6hTEhngQHeONwuFGdAqITgEBgeqSfKpri8i3HGXQw3eR0LNtRjsAJw9UsXLWERAhXrOTa6Lmor57GeijEN0C5r0VOAqN2CrM3BopcNxXwXXFTl4+ZsONgDbGF++Bkeg6BZwzYL9r505W/i5JfPRyJtLNHcMKvYXlxnye0i3F01WHLPV6xMRr0Ov1REVFceDAAVauXIkoiuj1ekaOHElKSsqldagX3JJO8uG50t8KDYx8s8XF09ENa1g182OQyZj07CvEdu956dpxGi67ZMpZuh8CkmD6KvA8P1PTbXDQsDKv0SxKGaQj4NaOqEKlRMeWLVtYt25dq7dWCg4S5EX4ysw4Q3tSKkjVV8OHXkNwg4aDhptwKisJzJlEYMl4NMJebK7OwJlgoTrOF8+0YHRdApFrL/5Z2lZcmaPaB5PJxLfffktNTQ3+/v5Mnz4dL68LC3Q7bC5W/PcwJVn1gJQQL8qsw2aSSpVD4nyI7RKIp16Dl58Gn0Ad3v6aVp/zdeVmVn997JzMndPw9FVzw7PpeJ0KVAiCm2UfvkPO7u1njvHzp/8Nt9D5quHnXJOcE1XZsPFfZ8p6/2AIWFJSwqJFi6iursbb25sZM2a06TvbtWgeW3/5Xir7fvdTPHz1gCQxd2BNITuX5Eoxe52L0rT9bNesotpa3Xh+pFcks4bPYpfFkyczi7Cf2hbEVDqZuM/CqJHxdL0qsnE+LjGV8M6/7yEmS4ZNKxDx8PVc12kiDocHt361i5NVp2VnRCbqMvERTRQqwllvlgJcolqOfXAIKOSo9lajqLE36Y9KISM1yItuoT6kpwQRH+RFrdlBrdmB0y0gAn1j/SnfWcmeZXnIlTImPtXzvBULWbvKWfutZPTXdUwMCywGFh+UNDo1SjkPX53I9PRgvnn0HuwWMyPve5TOVw0HwCmITD50gh31kizLrE6xjVI3lXYnv1XV82VxFflWqUrvhfgwHo45d9mz1Wrl888/x2g0kpaWxrhx5w92tYQrc1TbIIoimTvK2fhTJjZZHQ0BhxFECBDLeET2C7UeKfxs7oY9qxS3TCRkylXccX1zg2tBENmxKJeDa6TqiCE3J9N5SMuSPp8d/IyZh2YS5R3FkvFLUP0x8O12wtzbzviQAGj1ED9U8kc48AONizeZXAqe3/htu7wT2oPXl2Xw9dY8IvQ6Vj8+GE/NX/ecPR/sbjvPb3me1QWrAYjwiiDaOxofjQ8KmQKdUoevxpcD+U62Z7pRCv58fesYBsSfn6AliiKZtZnoNfoW2dxnHztj8YfsrJ2LTClVwU3pMIUX+rxwRv7Q5qDXjgxEYFufFBI82sZOtTkdPLf6R1YXLkLukdfs/Wuir+HVfq+SVeJk+6dHUVkFtmqdVERp6B6lJ9rfg7hAT8Z2CUOpkCOKIm/uepO5WXORIeP1Aa8zPvH8VZCuOhvVXx2RfM5OQeGjRu6rwVlsBBGUgTr8p3RAfQGSalfmqAuDKIrMfeUZSjIz6DZ8NMPufrDZMflHqlk58wiCWyS5TwjX3JGKvIX9kiAIbNu2rXHNvtaRRGhUHP+d2rOJTNMvZTU8llmEr1LB3n6peLfHfNztwvLpADzqJFLpMq5mu6Ina/pcTZHKg4khfnz+B/lgq8PNb4dLya82U26wEeKjpV98AOmxfuhUCtZ8k0HOngq0XipufDYdn8DmZpsXiqzaLKatmobRYWRAxAA+ueqTxvn5ru/2sC6zknHdwvnopm5NvBnGxI3hncHvtO0m1nr4vJ+kAd75Bpj01YUFikWRPT+/Rq/sD6TLDn8H3YD7zjpEpPiBBzFt2IDc35+gL76n2uZJ+UkDplobFoMDQ40Nq+HcCgKn4W3Ip0tvPd0fvR6ZTEZtbS1z5syhrq4OmUzG4MGDGThwIEqFErvVhSNzC8JvjyFz2fGJi0M24TMISGh/P/9GXAmgtxGuejuVnxxAMDvxSAvG78bkM0FlUWT79u2sXbu2UX5FLpcTEBBAYGAgcrkck8lEwSnTEb1ezw033EBkZCQ/7CzgxcVHCZOZubHgR0S3mykvv91YAnop8G5eGe/nV+CjlLOkRxIdvc4/obhFkb47j1Nkc/BOWDA32lU4S03YCww4is8Eys+G3EOJz4gYvPpeGhkBQRSYsXoGu8t30zWoK9+N+g6VvG0siipTJXMefwDRYGPY3Q/QbXjrjrpVhUbWzzneuEn2C/Ok/8QEYi6wpP/u2Xs4ebiaiTYtMreIh4+a/pMSUcR78UpZJWtrDC2ep5LJGBHow81hAVzj741MJuPAqmWs//YLEEVSB13FyPsfO+/m22m3UZqVSVHGYQqPHKI8NwdRPPO9qXUepA6+iu4jxhKw7iHI2ySxXkf/+wyb5SwYjUbmz59PYaG0CYiJiWHo0KGEhYUxb948Tp48iVar5aabbjqvJ4AoCGydO4fdi+cD4BsSyoh7Hia68xXzqz8L2WYb1+zJwimKzO4Sx8gWtGpPw7y7HOPWEtRR3miT9GiT/ZB7qKgqNHJsSwknD1ZhNUoBKQ9fNeMf64F/2Bk9OrfLxYpP3iN751bkCgXD7n6QzlcNb3UMlZ2oZ8nHB3E7BTr2DWCocQbymixJ+/eOpeB/hun9Q2kNT2UV4SXK+C0P9FV2ie1y6okk91CiSfJDE++LKsgDRYAWuUaBq8ZG3YJsdlYe4YBS2ngECF7UyM8dGFMoFI3eC927d2fs2LHNkqOXDKII+Vtgw1uSjAxAn/ulQPopRmNl/kl+fvEpXE4HA6bcRt+JU/6ctqx4GnbPkjbo925uwsZv1my3iGlHKYbVBYgON8jAs1covtee0TqXuieSnZ1NRUUFRqMRt9uNQqFApVKh0+koOHaE3KIiRFXLMlEymYxRo0YRHV1KxvGnkLu1xG15G6VDD0gBe4+0YDy6B7dqUtUeCIKA2WzG27v1jeCVOar9aGho4JtvvqGhoYGQkBDuvPNOdLoL2/i43QLbfz3B4Q3Fja956jVYDQ6EFgy/5XIZvsE6/MI80eiUyBQynDY3FoMDu8WJ2ylgqLHhdgpoPVV06BuK1lOF1kuFl17S6q8uNmGostJtWFQzPWNRFKmvKMPS0IDLbic8OeWifQrsa9+ifuuXGPChquMdlLj9ycjJRxRFPD09ufXWWwkPb9s6zOV08sOzj1JTXEhM1x5Meu7VJgn6ygIDa787Tl2ZFNiO6RJA4lhvjjsP8cXhLygxlRCgDeCZ4Nc5vFHGhmglh2M0CAoZkSoli9KTiTplolxtreaB2bfSe4MSGTIGPvQAfQadWZsJgsi+wjqWHy5j0YESdPYaRqmzEERY5e6MW+tLbYwnlkgPdGYX6cVOIv10ROh1JAZ7kRjsRVKIF5o2bOBFQWTlF0fIO1SNl5+GG55Jx1PffN7J3FnG+tnHEUXoenUkA29MQiaTsf1ENe+tzmJ/YT0AP9zVB03mZjb/8A2efv5M/+gL1FrpN2xxC9xzLL9xzRegUhKkVpJltjXmqv2UCu6PDubh6ODzPisXL17MwYMHCQgI4L777rugZ9GVOap92LbgBAfXFGIPPYGBUqyikodl3xNJBe7R7/Pxih2ImRIpxXtAKnc98C8UpwhQToebNV8fI++QlHTqMy6e9DGxLd5nd9luHlj3AHa3nQ+GfsDwmOFn3hTcsPAeOPqrxNbrfgtkLgdTRdOLdL9VYuj5x0sl8H8StuZUc/s3uxBE+G5aL4Z2uDiZhEsNQRT4aN9HfHfsO0TaFqrwUfkR7BmAWqHGQ+mBn9YPf60/oZ6haBQaFuYs5ET9CeQyOcOihzGt8zQ6Bzbfq5udZp5Y/xzbyyVZAn91OI/3up9xCeOQnyWHNfXwSdbWGBgfrOeLTrHt6mNBjZl7fllGvn0DGr8DyBQ27un8EFrzNfyyp4icShMdHArGWdQ4EPnJ206V4sxnMSktkvcnd2v8vP6161+NQfQHuz/IjK4zmrX3j3AbHRjWFmA/2YCrytrkPY+0YPTjE5FrLkxe4cocdeEoPn6Uua88i1yhYNoHM9GHNk/2nDxYxapZRxEEkV5jY+l93bmJVStWrGD37t04UbDUnoq3j54vbkunS+QpjXVRZMjuTHIsdl6MD+Oh8ySAz8b23Gqemb2WHq7DdAzRsVUbxvbYzljVWnwVMrb2TSVI3bZn3L7f89m5+CRyuYxxj3UnIrlthNH24GDlQe5Zcw9Wl5VRsaN4e9DbKOQKjpU2MPY/W0Hmol/flRyt3wbA8JjhvD7gdTxVnq1c+RSWPgL7Z4N/grTv0lwYmaS8wcbIjzYzzfkzjykXSi92HCeZ0Uf1aQzKC2YzBbfdji0jA1VECLHzfkUZ0LRqwWF1YT5Vbem0u7EaHVgaHBhqrFRs2EeFww/hVGwuuXcIV01NQalWYLPZWL58OUeOSCbsWqUn6poY1NaAJrrsQVGejLqvKz4Bly7Z8VfgSgC9HbDl1lP9lcSO9BkVi8/QptnqwsJCdu7cSWFhISZTywGZnj17MmLEiEYdaUEQGfXxZrIrTDymO4Q7YzsRKZ2Y8srbl4zdaBcEphzMZWeDmTCNimVpSURoWw6Sii6BxXuLuN9ah69TZPlGE9qz4+UKGQq9BqW/FlWoJ6pQT9TR3igDdZeWkQmUmcqYuHQiJqeJMXFjeGvQW+d9oLsEFz9n/syqhd/Q44gnFo2LmtuSeabfc60yBgAEt0DG1lJ2Lc3DZpaChKHxPvQeF09kB78296+03sqdr2/kWrMaBTIiU/wYPr1TozSMKIosrKjj14o6RBFUchnJnlp6+njQV++Ffwt688e3bWLlp+8jCgKJvfoy6oHH0XicmZSdDjt7liwg//B+KnJPIJzSaTwNv7AIYrr2kP7r3O3MJt5phfpCCOrQar/cbjfbtm1j8+bNuFxNr69SqbjjjjuIjGzdLAukUrM1X36GsaYKmUzOXf+ZhW/w+VnoVxZVF47TngaRWhWbeqfg2V724ymIgkh1sYm132VQW2qWykMf7dFEHkFwu1n52QdkbtsEQMeBQxk248HGgMLZaKiyMv/tPdjNLmK7BjL63s7ITaUwexzU5oJ3mKRHHpJKkc3BiD1Z1LncvJYYzj1R0sbNbbBj2lGGeVcZgsXV4n1OQ+6h5HhyHVsydwOSJE2UqMRLnoEjpAeyU9IpZWVljXP51VdfzaBBgy75HNciRBG2fQxrJW1KwtOg/8MUuGNY9vG72Mwm4tN6MeHpl9pdjdImHF0oGdgA3DIPkkeeo5ki9pMNNCw7ifNUgE0d5Y1+XMIFsY4A9ixdwPpFvyKotadknkSUNjO6QB9qtNLC3Mtuolv/zcg9awgs8yPueE+0N96Nqmv6RX8/giBQVlZGWVkZ5eXllJeXU1FRgZeXF48++mir51+Zoy4MNTU1fPPNN5jNZqKiopg6dWqrfhtnw+l0kpWVhc1mQ+cM5uSeWpJ6h5DcKwSb2UXWrnJqS02YGxyYam00VFtwiBZcKjNuhRWN3R+lq+UNS2SKH8PuTG0xyPpXQRAENm/ezObNmxGE5kSGzslxjJlwY7sl/6qLCvjx+SdwOewMvOl2+lzfVAfX5XSzZ1k+B9cUIggiCpWcbldHET3YkxdWvIJnTgSplQMAcPqa8BzpyZe6UAptTqK0au6ODMRPKWPB3mfpsLAYX4uKhIEDmPDwc+dsk83pZvnhMo5s/R3qiomKimbc1NvovfM4VkHgx1ZkTtoCu9XF/Lf20FBpxTdYx4TH0/DyO/P9ZmwrZcMPmSBC6oAwht6a0qSySRRFXl56jO93FNAp3IdF9/bh+6cfoKGinH433EL/G88YUDsFkedziplTWtOkDT28PZgU6sfNYf6tPpNzcnL48UdJV3/69OkXbLx7ZY5qH2xmJz+8tAOb1Y49PgOjuQ4EJ0/Jv0Hr4YXsob28/5+nUBwoA0AZ7seN9z9PcFwyKz4/TNHxOhRKOVffkUJyr5bXuJuLN/PExiewu+0MiRzCJ1d/0vRZtvZV2PqBJPF208+QPALcLqlCLHeDtE7qOgUSr/lTPoM/orDGwrjPtlJvcbao+3s5odZWS15DHoWGQiwuCy7BhdVlpcHeQI21hmJTKcer8nHJmstCtASNQoPdfabqpVtQN25KuYk+oX3Qa/X8nvc7Xxz+ggJDAaKoIIYpLLn9aZTyltn5x0xWhu3JQgR+75lMd5/2zd2VRhvjPtlGudFEdICc8noljlMkN51KwbVdQul20kFDvgmllxLH0CCKbA7m7ZUSzAsf6E9atBRoFEWRd/a8w4/HpTlmYMRA3hr4FnqtvtV2CBYnrhobrno7Ci8VmrimJJ2yBivrjldisDl5YGjrcoNX5qiLw4J//ZP8Q/vpes0oht/zUIvHZO4sY913x5HJZUx8Oo3QuJaJVS6Xi9mzZ1NUVIRZ7skiSwdEuZI7+8fy6LAkfLSqRhZ6sFrJ7r6LDtPWAAEAAElEQVSpaM9T1ZdXbaakzkpejZk3lmVgdwn0TAmkLl5Nhlua8+Isxbxf/Sv9J77dJj3qP1aJDb4pmS5D2xaHuBBsK9nGQ+sfwiW4iPON456u9zAsehj//j2TnwveQOmVhVqu4bk+zzIpaVLb9yR5m2H2KbmpO1dIXn4XAEEQuePb3WzJqaZrhA+Lk39HvuPTMwcEJELH6yR99ZJ9uHL2kb9cjdOsxCvJm8h5a5Dpzi8t6MjPp+zVV7Hs2IlD5YXp4Y85dNCOKIgEx3jTd3wCER30yOQyDu4/zIplK3GKUrWK3K1BZw1E5/RD7vJHdIPWS8XIGZ2J7HDpkx5/Fq4E0NsJ45ZiGpZLzEWfYdF4X9NcqkQURerr66murqamRlose3h4EBQURFhYCyYe+4t5Yt4hojROJuXOxu10Mum5Vy9pWX6908W4/SfIttiI12n4qnMsqX9goouCiHlPORWbirg3ScFRvYJpJ+08lO9CFeaJKswTdZQ36hgflAG6NusZXwpsKd7CI+sfwSW6mpXA/RFuwc3Tm59mU846Jm4KR+tUsKtTHcdjDGgVWm5LvY1pnafhrW49sGMzO9n/ewGHNxbjPqUpHRzrQ9rIaOK6BTUrdxIEEUuDA1OdjcK8BlZvKcS33I4cGUnpwQyblnpRcjCnkbNnB8s/ege3y4VPUAhjH3mK8OSOOG02Fr/7GoVHDzce6+UfQHSnrkR17kZ05274BAZd9P1Po66ujo0bN5Kbm4vJZEKhUHDLLbeQkNC+Ehy7xcKWn2ejVCkZenvrOl9XFlUXDrPbzeBdmZTYnYwL1jMzNQb5RQQbrSYHSz8+SHWRCZVWwYi7OhHb5UzmWhQEdi9dwLa5cxAFgfi0Xlz/zMvNriO4BRa9v5/ykwaCY32Y8EQPVKdZy8YK+H48VB0HpQ7r6PcYL/TisMlKV28dy9OSUZ2t0e4WcRQZsGXV4Sgx4aq24q6zNbLTtcme+N3QCUXdPg6t+p7KSjuR5sl4i15YlbOon/4BveKlsSKKIlVVVQiC0CaJoUuOY4th0X3gsnKoLpR15YmIyAgL1DDxpXfRhrbNuLpdMJTBZ30kY5+Bj8OwV3BWWzFtKUYT54uum/TZ2HPqMawrxFEgsSplOiX60XF4pIdc9POhtrQYc30dMrmcfb9+x4kjxxEBR0AojqAIkMnwVeTTpf8WZDLoqb8PfdrTF3VPt9vN4cOH2bp1a+Nz+49QqVQ8/fTT59WUhitz1MWgvLyc7777DpvNRnBwMDfffDN+fq0vqMvLy9m3bx+HDx/GbpeCGxqNht69e5OSkkJoaCg1NTWcPHmSqqoqGhoaqK2tpa6urolpu1Khom/KKAJ8g/DwVaP1VKFQydHolARGev2l656zYTAYWLBgQWMlo06nw0duxd9VSZgjlxixiJhAL7hrNej07b7+kQ2rWT3zP8hkcsY99QKJ6c2lt2pLzWyem9UokSOTyxD/wOo/FLaBXdG/IcjdKFQhWML+iYEzvxu1vZ47539FiFzgro9mofVsnV1VX1/Pp59+isvlwjL6er63iHT11rGqZ/IlSWYaqq0s/uAAxlobvsE6xj/WA29/LQXHalj26SEQocuQCAZNSW7x+681Oxjy7w0Y7S4+vqk7HSy5LP/432g8PZnx6bdozkpmmF1ucq12Sm1OunrrCD8HmeVsmM1mZs6cidFopG/fvowaNerC+3xljmo3DqwpZPuCE6h8XVR678XlciATBeJkRaR3CKfjTW/w4dwXsP12AI1LWr94BXbC6RyESufNdQ91IzxJ3+K1NxZt5PGNj+MSXAyNGsr7Q95HrfjD7+LYYph/h/Tv62dBtz+p6qwNMNld3PDf7WSWG+kWpWfuPX3Rqi6MjHG5wOZ0c9+P29icfxy1ys6zYxIJ0cuos9VRba2m3FxOrb2WvqF9mZg8kTJTGbOPzWZl/kpcwhmyxh+D64LTG1vpVJbNmErHsPP/Lh/KKODXijoG6r2Y3z2h3fPa4eJ6bpy5A/upwHnHMB9u6R3F+B4R+GhV2MxOFr67j7pyC4FRXlz/RBovLDvG/H3FdIvSs+j+/k32tItyFvHmrjexu+1Ee0fz2TWfEesb2/j+9pLtbCreRKxvLN2DutPBv8M5iW2782p5c3kGh07pVntplOx/aTjqVvTQr8xRF4fTLHSFSsWMT7/BU9/yOmr118fI2VOBb7COKS/0RnWOigGj0cjMmTMxm81YvSOYWxUGyAjy1vDdtF4kh/rQd2cGJXYnbydHcmdEc3+Hghozb6/MZOXR8iavd0oL5XiwAosIKpeTm4R63jz8EGpzuWQqeeuvEHxuo9/CjBqWf3oYQRDpNiyKgTe07idwsVhbsJaXt7+MwXFq/4MMH7UPDY4GREFFuO0Bls2Y3urvvBF2E8wcCHV5kizftR9ecNu+25bHK79loFXJWf7IIBKCvKAiA3Z+Dofngdve7Byb0ZP8lT6IgoyQQRr8H3kRApPBN1KqQj5F1BIcDmq++oqamV8gOhzINBqCn3oK/9umUpxVx6pZRxvJpxpPJRqdEovBgdPpxO5bjF17EgdnfmNarRZvZwxiSTBymYy0UTH0ujYOxSWIl/3ZuBJAbydEUcS4oQjDamkT45EWjPfV0aguQmfJ6RYY+u5GSuqt/MMvC+v+9YTEJ3Hrvz64pGzHYpuDcftzKLU7UctkPBcfxu0RAWiMLmrnZbKzzsyrnbWUeMjRiLApNpqYGH2rRqB/BVbmreSZzc8gInJLyi080/uZJg9sURR5dcerLMhZQN+MAFLyvQiIiqHvsw/x9t532FexDwC9Rs8dne7g5pSb21RSY663s+/3AjK2lTYG0r39tST3DkEErEYHNSVmakpMje//ET4pvtz6SFqL+mIXitLsTJb/591GHfPwDqkIbhflJ7JRaXUMve0uort0xzc45E9ny4qiSF1dHXK5/ILN305fpy1tvbKoujhsrzMx5VAuTlHkvqggXkm8OOMkm9nJyplHKM2pRyaD/pMS6XZNVJPvsjjjKPPfeAHB7eamV/9NREpqk2vsXZHHrqV5qLUKprzUu3kZl6UWFtyNmLuORzs8y7zQ0fi7TKw2LSAyebBUjlZfBLUnwWEChxmsdWCplgLwDcWI9UXgsCOiQC6zSSahTnPjLRqcd2B034gNNxt6BzFj4t9vhtUIUyU5c//N0tWSRmCqbwXDQ3NQ+oTA5NkQ3ffS3m/uVDj+G4T3QJy+BvPeahqWn0Q8bU4b4wOCiKPolEmZUoZnr1B8rolG4XXx5sst4eSODZSs+Ybg+h0YdQH8rhyGS6YiKX4roZF5eHl1pHevJchkF7aRr6ur4+eff6ayUtJu12g0REREEBoaSmhoKGFhYfj7+zfzdGgJV+aoi0NJSQk//fQTZrMZDw8Pxo4dS8eOHZGfVWnhcrk4duwYe/bsafTeAPD19UWlUlFdfUanWyaTca7lqkqlIjg4GIfDQVVVFR4eHkyfPr1Fo+y/C0VFRcydOxeTyYRarebaa6+la9euZw4wlMKX10i6mXFDYOqCdpsGiqLIqpkfc2zjWhRKJRP+8U9iuzU3pxRFkfzD1exYlEtduQWlSk5Uqj+pQ8Ko9i9gY9FGNhZvpMBQgCD3xeI9EkEZiEudhFsViH9dFV/5K+g/9Oo2t23Tpk2s2bSJn/qNwqJUMzM1hgkhl46pZKi2svjDAxhrbHj4qhk0OZmNP2Zit7joOCCMq6ae3+/isw0neHdVFpF+OtY8PpBfnnmE2tJiBt58B30m3HjR7RNFkZ9//pns7GwCAgK49957W03knQ9X5qj2w+V088vru2motOLUNOAKK8Jkk0xy1aKTfvHpuMUOZGVmYCvdBfZMQESmCGDck6+Q2LNls/HtJdt5aP1DOAUnI2NH8tagt5pKVVZkwFfDpPVKv4ckObc/wGAwUFRURHV1NUFBQcTExODp2Ua5gHYip8LIfT/sI7fKTJC3ht8eGkio76WTSvs74XQL3DtnH+szKwn0UrPogQFE+Z+fDV5trWZe1jzWFKzhZMNJBFEgQBuAyjyEnBNduL5bIh9O6d7qvQutdgbuysQhitwS5s9Nof708vVs1/5t24lqtuRUM6ZLKF0ifJuda6i28us7e7EanYTE+dBvWgojPt2K2eHm/Ru7MalnU8ZuVm0Wj254lBJTCb4aX57o+QSdAjqxIGcBP2f+3OTYRH0i0ztPZ1TcqMbfrtMt8NHabP67MRdBlBQjekTpuaZjCHf0j8WrFb38K3PUxUEURX7+59OUZWfSe/wNDLrlzhaPs5mdzH1jN6Y6O0m9Qhg+LfWcRIH8/Hxmz56NKIok9xrCl8dl5FWb8dWp+OGuPuzCwYs5JQSplWzu1QFfpQKXAJuzq1h0sITVx8pxukXkMkgM9sJHqyIhXs8vGgd2EUIbarjLXsv9k65HaSiCH2+AmhOg84P7tkrB3LNgqLYy943dOGzuVtt/qWFymPgl6xd+PP5joy+MRqHFUTINQ10ML47tyN2D2kBycrtg7q2Q/Tt4h8ODu0B7Yb+TknorV7+3EbtL4LXxnbi9X2zTA2wGyZAze5UkCxrREyLTIaQztf99j4pPv0cmF4kaXINHiENSepHJwS8Os2445b8exFEgyfh69u9H6CuvoP5DJZyh2sq+VQWcPFDV6D0E4KVXMzbsU3zrVpPp2Y+jYZPJKyzB4ZD01cN8EnFmhyFDRnCMN2Mf7Nao2HC54koA/QJh3FpCw7KT0h8y0CT5oU32Q5ukRxnk0e4BPHt7Pi8vPUa8l8iE7O9w2m1c+9izdOg38JK2u8rh5MnMIlaf0mL0REZ6tYsTHjJKPKQNaoRGxScdY+jvd2HaS38W5mfP57UdrwFwbfy1vDbgNVRyFeXmcj458AlLc5cSaNBw7fYwEERuePENYrp0RxRFNhZt5MP9H5LXIFUP+Gp8uSHpBiZ3mEy4V+taoRaDg8Prizi2pbQxu9YMMmhAoF4hIuhVXD0wmtEj4v6UydxuMbP+m5lkbN0oyT0g6ZpPev41wpPPnan9v44ri6qLx8KKOh7IkBKAj8aE8HRsKMqL+I26XQKbfs7i+DapfDm2ayBX356C7g/B1NWzPuHIulVEderK5H/+q/H1inwDC/+9D0EQGTYtlQ59zsHyFgQ+2rKIt4UE5KKbeYefZGD9gfY1VCYHz2AwV4IoSDqi3W6CbrcgeoWT8U0pvtUOKpXQ/fm+yD3+JJ3zdqKmuJAfX3gSp81KjyEDuWpICrKNb0usfLkSBj0JAx4DdftKf1tExlKYdxvIlbhvW0/dJiW2TClIoIr0wlVhaQyko5Tj1ScU7yGRKHz+IlmL0oNwZD6likh+3FuH3WUgvdcSVCoH4WH/ICXlnnYnDQsKCpg7dy4WiwUPDw8GDBhAenp6u+VDTuPKHHXxaGho4Oeff6a8XGIqBQYG0rdvXzp27IgoiuzZs4e9e/diNktJMLlcTkpKCj179iQuTgpUZWZmcvDgQQoLC7HZbCiVSqKjo4mMjESv16PX6wkICMDHxweZTIbNZuO7776jvLwcnU7HkCFDSE9PbzRzLysrY+3atQCNyRV/f38CAgL+NE+EhoYGjh49yvr163G73QQHBzNlyhQCAlow8y07LJn+Os0w6m3oe3+77ye43Sz7+B1ydm1HqdZw3RPPEt+j1zmOFagrt+ATpDtTMXQKoiiSUZPBrzm/sqV4C95qb+KPBrC0y1SM3nq6eun4qnMs0bq2jTG73c60H+azPr4zoQoZewd2vahnVksw1tpY9ukhakvPJFZD432Z8HgPFKrzk0isDjdD39tAhcHOv2/oSmdLDis/+wCdjy8zPv0alebigow7d+7k999/R6FQcPfdd7dYydoeXJmjLgxWo4Mtc7PJ2SslWt0KK0bfLJxqAzJBgW9tV1QuqcJVcFViNy9EJlgweYuUjwxCGeCN0+2k1laLU3Dio/YhoyYDm9vGsOhhvDvk3aZSHy47zLoKKo+dSowtxOpwcuTIEfLz8ykpKaGhobn0iL+/P+Hh4QQGBuLh4YFSqcRsNmM0Gqmvr6ehoYHQ0FAGDBiAv78/BQUFGAwGunTp0jjfnY0NmZU8+NN+LA43IT4avrq9V6MG8v8KTHYXN87cwfEyA4nBXsy5qzdhvm0jx5kdZuYdOsSczWZOVjlQKWSse2Io0QFtW5e9c7KMDwvO6NmPDfJlZmpsswrLi0FVoZElHx/AbnYRHONNdbov76zLwc9DxfJHBhGub9rXams1j6x/hCPVR5pda3TcaAx2A/sr92N1SfrnoZ6hTOkwhX5BY3hhQR4Hi+oBuKFnJM+MSmliPNkarsxRF48Te3ex5N3XUes8uOfzb5tIvv4RxVl1/PbxQQRBpPOQCAbfdO7qrm3btrFmzRpkMhljx0/kze0GDhTW461V8tjwZL4QTRQ63XSqKGLAyUw2O+LIt535XQ1KCuTFsal0CPWmuKKS8YdOUqLSEllbyYOmMqbecsuZ9ZSlFuZMgLJDEDNQ8sKSn1lrCILI4g/2U3aigdB4HyY8kYairYzvSwhRFKmx1ZDXkEeoZyjbjos8u/AIvjoVm54eit7jPIFgUYQVT8Ger6Q96R2/QVTvC27LG8sy+GprHr1j/Zl7b9927YdEUaR4xnRMW3cCoPIW8AqxovZxYalUYyyWvkeFl4qQuyfiM/VBZF4tKxsIboHKAiOiCFqtiM/au1DkrZWSIXetgcAk3G43e/fuZeVKyRQ7JjwRZ2Y4TguExPkw4fEeKNWXb3XTlQD6RcB+sgHj5uLGAMNpyHRKNNHeKPy0yD1VqCO80Cb5ITvPItzqcDPwnfXUmB3c45WD5shaPHz13Pn+5+i8L237BZebb3YXMLOhgWLtmcGllsm4IdSPVxIj8GmPi/JfiCUZC5mz8H2iy7TIZXJUnh6UK+sp97Xib1SRdjIQXG4S0vsy4ekXm5zrElyszFvJrMOzyDfkAyCXyRmXMI5nej2Dl7r1hIHL4SZ7TwVluQ2oNQo0nir8Qj0QfFVM+XEv9TYnd/aP5eXrUv8SrWRjbTWZ2zZTlpNJnwmTCYlvXVvu/zKuLKouDT4pqODNk1LAO93Hg89SY4hpYzCjJYiiyJGNJWxbkIPgEtF4KAmJ8yUo2ovASG90Xjbmv/YIbpeLG1/6F9Gdu2JusDP/rb2Y6+0k9gxmxN2dzjlmvi+p5h/ZEsv0jUAnd6sqoXAnHF8KdfngEyHpuun8QKWTSs48A6SAuT5KKgPUR0umWk6bxFb3CZOOP4WyMiPFH+8nDDnyCE9CpndB4fn3BtENVZX8+uaL1JWVEtWpK5Oef00yJ7Ob4LdHJUMxkPo38l+Srt2FzDuWWjj0M2x5Hyw12Du9Tk1OHwSDA5QyfEfF4dU/HMHowLCxCLlGideAcBTefx9DwGKx8OWH76MLOkpC4l6cDg1ZWbczcuQEUlJaTyLW19ezadMmDh48iCiKhIWFcdNNN+Hre3FBgStz1KWBw+Fg69at7Nq1q1GWRSaTIZfLG019vb29SU9PJy0t7ZwGr4Ig0NDQgJeXV6uBbpPJxJw5c6iokAIZPj4+9OjRAy8vL1atWtXM9wMkk+HU1FR69uxJTEzMRT33T+vvZ2dnk5WV1ZhAAOjQoQMTJ048f2Jn1yxY+TQEdYQHdlzQXOB2OVn6/r84uX8PyGT0m3Qz/SbddFFeC+UnsvnxxSep8Q1kwc2P0iCCl0LOa4kR3Bzm3+pnJogiaRv2US5TMra2mK8nXXvBbTkf7FYXq748SlFGLZ6+am58vheevm17Ln6+8QT//j2L9Bg/5t3Th28eu4eGygquumMGaWPGX3CbioqK+O6773C73YwePZo+fZpL67QXV+aoi0PeoSqObiqh7GQDDruDBr/DONVGFKJI/+6DSevXlxIxn+92fY7P4pN4WqX9VLm/jRMRJvLDLLiUZ7bPgyMH89HQj1CdXTWy9hXY+iGiLpCCcQvYl5FLRkZG4/x3GqGhoQQFBVFRUdFYRdVWqFQqnE6JFBQREcHkyZObPQNrzQ6ueX8jdRYn/RMC+M/NPQj0+vu8IP5MlDVYuf6z7ZQbbIT4aPjmzl50Cj//msAtiLyy9BhzdkrEFD8PFS9f14kJPdpe4SmKIlvqTPxaUcviinocosj4YD2fp8aguIR7yepiI0s+PIjN7EQf6sFibwd7qoz0jPHjl3v6ojqr4tzmsjHr8Cz2Vuwluy4bvUbPS31fYkCEpM9scBiYlzWPORlzqD1VkYGgxl49FI3lKl4cEoHeXklwcDCdOnVqc+XMlTnq4iEKArOffoia4sJWq6Gy95Sz5psMEKHnqBj6TmhZjlUURRYvXsyhQ4eQy+UMHzWGz3dWUlJeRbKyCsFPw9LugwAYf2AzIQ21nFREktytN9f3jKFzhA9Go5GNGzfySYOTI5EJaB12XrNXcdOoEc1/HzW5MHOQRAwY9ookK3kKe1fks2vpSVRaBVNe6I1v0OVhQukWRMb+ZwuZ5UbuGhjHS9emnvvgXV/Ayn8AMqmiOPXC1woGm5P+b63HZHfx7bReXHUBxs7u+noq3nobw+rViNamxsDIwC/JRFBnIwr1qeeXbxR0mgDXvNxy1aMowoK7pb2qylNKgkSmNznkyJEjLFq0CEEQ0PvqUZckIpo8SEgLZuTdnf5W6cTz4UoA/RLAWWXBllGL7UQdjnzDGYbeHyDTKNB1CcR3VOw5y9xXHyvnnjn7kItuHjP+hrOmjJQBQxj7yMVpu56G6BaxHKrEsK4Qd40NETgaruFoD3+6dQhkgL83npdh4FwUBAqPHSZj0zqyd2/HZW+u3/RHxHTtwegHnzin5pdbcLOxaCO/ZP3CzjIp0xbhFcE7g9+hW1D7zXBcboGbZu1kb0Ed3SJ9mX9f/7brXl1Bu3BlUXXpsKiijmeyizC4BILUSpanJbWZEXguVBcbWf3VMerKLc3eE10bsRv34xeeyPgnX2f9nEwqC4z4hXow6Zl0NLqWmU9LK+u591g+IvBYTAjPxv+BfSeK4HZIgfFLgLv+vZknakV8kaMM1hE4vQvKv8k0MHvXNlZ/8R/sZjPegUFMfesjPHz+sJETRchYAqtfhIYi6bXk0TDm31KyoC0o3icxH44uALcdUZRh1N6PwTAGRFAG6fC/OQV1+OVVjXQaxppqZv7zaVJG7MfD20RxcUfyTqaTnp7OiBEtLMYBm83Gli1b2LlzZ2MgokuXLlx33XUXJYtwGn/3uL6UuBz6YrPZ2LdvH0eOHGkMKEdERNCvXz86duzYJlmd9sDtdnPw4EE2btyI0Whs8l5SUhJJSUmUlpZSVVVFTU0NNput8f3U1FTGjx/f5uqFsrIyiouLsVgs1NTUkJub28iqP42oqCi6dOlCenp6MxmbZrDWw/sdwGWDGeul8twLgMvpZOPsLzm0ZgUAESmpDL3tbkITk9t9LbfLxY/PPUZVYT4dB11F6l0P8cjxQnY3SP28MdSPd5Ojzms69lVxFS/mlKB2OZm6cxUPTp9GRMTFyY+ds71ugZMHqgiN98Xbv+3M8UqDjX5vr8ctiKx9YjCWI9tYM+tTPHz1TP/oi3Oy/86H+vp6vvzyS8xmMx07dmTy5MmXRvf9MhjXlwp/Z18EQeRwZjWPzf6NqdodFMuk32SvHl24ZuRYtFotFaX5/Pbf92nIyWv0YZFr1AT36oLPoC54+vszKGJQ8+B54S4s30zgICns8x5BjfHMvickJITOnTsTGRlJWFgYWu2Z36nFYqG0tJTS0lLq6+uxWq24XC48PT3x9PREr9fj6enJkSNHOH78OABeXl6SRq3djk6nY/To0XTu3Bm5XI7NZuOfc3ewJ6uIOB+4LsUXq8VMly5d6Ny5819jqv4Xo6jWwvTv9pBTacJTreCZ0Snc2icGRQuBHJvTzZPzD7H8cBkyGdw3JIH7hybgo71w8sXaGgPTjuThFEWmhgXwXkrUxXSnGWpKTPz2n4OYGxyoPZXMVds4ITq5d0g8z43ueM7z/ii1KYoi+wvrWXWsnIxSA8fLa2hQ7EXtvw2FppQwaxidDJ3xtZ4ZkxqNhu7duzN06FB0uvMHO6/MUZcGxzat4/fPP0St82D6R1+cMy4CcGxLCRt/zAJg+PRUknu3XBEsCAKLFy/m8OHDzd8TYWVSb4oiwvG22xl5ZBuBZgMeHh6kpaVRUVFBbm4u2QFhrE2Vqts+jfbnhoTz7FkO/ABLHgSZAqL7QWRPqkJu4teZFQiCyDV3diSl78VVZV1qbM6u4vZvdqNSyFjz+BBiA1t4/pfsg69HguCE4a/DgEcu6p5fbTnJG8uPkxjsxerHBl+UdLBgsWDatAlbxnEc+XnI1BoC7pmBVlcHmcslCZjqrDMnJA6XEgDqs/q55QNY96pkWHrL3HOaXOfn57Nw4UIMBgMymQwPUzQ6YxT9JyaRNiLmgvvxZ+JKAP0SQ3QLOMvMOIqNuA0O3AYH9pw63A2Szo/cU4V+QiIeXVrW1/xgTTb/WZdDhKuKSSULEQWBcU88T1Kf/ue9r9vowLy3AhDx6B6M0u/Mgup04Ny4vghXtfVUO5R4D4nCq18YssvUAMZmMnF0w2oOrllBQ8UZJpZ/eCQdh1yNTStQWpmPrNqCrbgKURTpN+kmUgYMafOibn/Ffp7b8hyl5lK0Ci1LJywlzKt9E/HMTbm8vTITb42S5Y8ManPJ3hW0H1cWVZcWRTYHtx8+yXGzjSQPDb+lJaFXnV+bsDW43QJVhUaqCoxUFRmpLjJRU2rC7TBib/gGcKHUDUWpTUPjqeTGZ9PxDWp5zJy9kXi3Q+SfumF7c3kGa7YU8F+VN95OEWWgjpDH0pD9hQkxh9XChtlfcXTDagBCE5O59tF/4Bt8DnkbhwW2fgBbP5IWYgo1dLkRes+AsO7NWaguB2Qshp3/hdL9jS+LId2pcT6LrVQKlnukBaOfkIj8Mi6hA9g+/yeO7ppFwpgiRFFOSUkHamsikclC6N37Grp374gg1KJQ6Dl+vIS1a9disUgJnpiYGIYNG0ZU1Pk3qCZTNi6XAb0+/bzHweUxri8VLre+1NbW4nK5CA5uP7OmvXA6nY0yMAUFBfTv35+hQ4c2C2KXlJSwb98+Dh48iCAIBAYGcuONNxISEtLkOJfLRW5uLqIoolQq2bNnD1lZWZwNtVpNQkICycnJJCUl4eXVzuTVghlwZN5FG1GBtPle+9XnuBxS8C6pT3+6Xj2S6K7dkcvbNi/sWjSPrb98j9bbh2kf/BcPH1/cosjnhZW8nVeGW4Qe3h7M7hJHsKZp0EkURT4prORfp6qlxllrCd+9mdTUVCZPnnxRffszcPfsvaw9XsGMQXE8OzKJ2U8/TF1pMWljxnPVHa2bpP8Rdrudr7/+msrKSkJDQ5k2bdoFy0qdjcttXF8MLoe+TPt2N8XZ+3lCu4pdokTC8dBpufqaYaSlpSGXyzFUV3F8ywaOblhDfYX0e1aoVHQbNpo+E6c0SY4byvPY9M3LHHRE40Zaj6nVarp06UJaWhrh4eGXZB1UX1+P3W4nKCiIhoYG5s6d25ikDAkJQafTUVBQiCg2J4UBdOrUibFjx+Lh8b+352mwOnngx31sOyEZineJ8OX6HhF0CPXGaHORUWZgf0EdewtqsTkFVAoZH07pzrVdW5cEbQtWVNVz99F8BGBj7w6keF5adq2pzs7yzw9RXWQCOWxSO9mtcfHitS3rNouiyPx9xWzOrsLqcJNbZSK/pilRRq2QM9jPQbjzGHK7FPNw46bBt4EIIQKr0YpOp+OJJ55otRrschjXlwp/Z19EQeCnF5+kPDeHTkOuYdQDj5/3+J1Lctm3sgCFSs6kp3sSFH3uyr5Vq1aRkZGBQqFAo9GQkpJCQEwKXv6+3JiRR4ndiQoYWJZLXO5x1G6pgq/ay5clPYbglMt5MDqYlxJaGTOiCIsfgEM/AeAWlcyveY8aVwwJ3f0YeW/3yzKRd8c3u9mUXcXg5CBmT+vVtI3WevhiENQXSpXDk+dcWPXwKbjcAkNOeSm+NbELN/duI4nqYmBrgOzVsPRhcFkhvAdM+hoCTlUv5K6HHyZJkqnXfgTp0857OavVyvLlyzl69CgASqcXensi018ejUc75J/+KlwJoP8FEAURR34D9UtzcZ5iZmqS9PiOikMd0XRzJAgiM77fy7rMSsbaDxBfuhPf4BCmffiFVLp/FgSLk4bf8zHvqwD3qa9DBpo4X9SxPsh1Kkw7SnHXSiwpuYcSr0GRePUPR34Ot+W/GxUnT3Bw9XIyt21u3LhpPDzp0H8QnYZcQ1jS+Q2d2gujw8h9a+7jcPVhJiVN4pX+r7T53NwqE6M/3oLDJfDuDV25Mf3SMgWuoCkup3F9sbhc+lJmdzB2n2Qu3MfXk286xxGgvrgg+tlwOdyU5NSzZ+lSCg4uABTo/G9l/OPDiUhumRGxvc7ELYdzsQl/TilrS9h1soYps3YSr1ExR+WDaHLiOzoW7yF/zbguP5HNso/foaGyAmQyeo2bxIDJU1uc+5uhMlPS0svfcuY1nR9E9oKUa6UyuxNrYc0r0CCZwKBQQ6eJ0HsG9Yf8MW0pAYUM/fgEPHuFXpaL0rPhsFr4+tF7CO59FH288ZzHiaKcosJOFBZ2wd8/mBEjRpCcfG6tRwC320Z+/qcUFH6JRh1M376rUCjOHyy4XMb1pcD/Ul8uBm0xuS4qKmLevHkYjUZkMhm9evVi6NCheHh4YDKZmDt3LkVFRU3OkclkJCQk4O3tjbe3N3FxcURFRZ1Th7hNOLkRvh8PGl94KkuStLoIGGuq2frL92RsXt/4moevnogOqYQnp9D5qhFozxHkrysrYfbTD+F2Ohn94BOkDm5qHLq51sg9x/Kpd7np6+vJwh6JyE99zvsbzHxSWMnKaknj+dGYEKZ5yJg5cyYAM2bM+NNY6BeKtRkV3P39Xvw91ex87hpKjx1kwb/+iUwu5/Z3/kNgdGybriOKIgsXLuTIkSN4eXkxY8aMi5aW+iP+l8b15dCX7bnV3PLlLjoqSvnYczarHGnU4A9Aeno6Y8eOPcPcFQQKjx5m56JfKM6QAgUaT0/63ziV1KHD2LFtC9u3bcEpSvuzsJBgevbqTZcuXS5ZAuVccDqdbN++ne3btzfKZgGYRRUeXr50SwjH398fh8PBzp07EQQBrVZL37596du3bxMm/P8C3ILIT7sK+PeqLIy25vJdpxHmq+XdG7oxMOnSGk9PP5LHiuoGpkUE8lZycwPFi4XD5mLDnExO7JNkfwqUblbrnNwzNpm7BsahOVWRfrZEzWnoVApGpgbT08sTz0oHVYV5lLEfZCATFehkwZTIqyjWncSsref25JtICUwkrWdzc+qzcTmM60uFv7svZTlZ/PTikwDc9Nq7RHQ4d5WBIIis+PwwBUdr8PLXMOWF3mgvQMqy2uHiiczCRr89NSJJdhMeGi25Cg21boGr/L35oWt82/Z1oghVmVCyj90ritlT1ButrIFbOv0X3b1LLnqd82fgZJWJUafiQ82MeuffCccWgT4G7t0MOv1F3es0kTPAU822Z69G+1cSY4v2wE+TwVoLSh30fxjsRkkW1FYPPW6DcZ+0OUFw9OhRli9fjvWUhIyXRs/Aq/qSmJhIQEDAZbMvvRJA/wshugQM6woxbi5uDHb7jIrFZ2jT4EyNyc6IDzfTYDRzX8UvyGwmRt73KJ2vGt7kOEeZmZo5GY3BcXW0NzKVHHtuc1MZuacSr4ERpwLnlzY4dimRs3s7Sz94q9EYMyg6lu6jrqXjwKEXbcR0PhysPMhtK29DIVOwePxiYn1jWz1HEEQmf7GDvQV1LWcYr+CS43Ic1xeKy6kvx01Wxu3PwegWCFYr+TAlmmsCLn2bRFFkyXtvkLt3F37hkUz91weodc0DkoeNFiYeOIHJLTA8wIdvOsddUjOlc0EQRAa8s56yBhu/9EsickcFMrWC0KfT/3S9b6fdxjeP3YuptgafoGBGPfA4Uald2n+hoj2w83PIWiFJOZyGTAHiKe1UrxDoNUNiBHgGYs2qpebbYwAETO2IrvOl3Qj+2Tjw+2+snz2T4I4C3a9Pob5hFw5HFSAx51wuFUqlpPMqk0WQmHAPYWHXoVK1HJRyucyUly+msPArrDYp2RAYOIyOKW+iVp//s7mcxvXF4n+pL38FTCYTv/32WyOzXKFQEB0dTV1dHfX19Wg0GgIDA7FarYSHhzNkyBCCglo2YbpgCAJ83E1Kkk38CrqeW/e0PagqyOPwulVkbtuEzXQmUeUbHMK4J18gOLYpa1EQ3Pzy8jOUZWcS07UHk55/rcX1Ua7FxvC92VjcAm8nRzIpxI+Hjxfwe7W08ZYBLyeEc1+0VHWwaNEiDh06RGRkJHfddddlteZyuQX6v72eSqOdz29NY0yXMJa89yYn9uwgKrULN770Zpu05A8cOMCSJUuQyWRMmzaN6OhLyyb7XxrXl0NfRFHk9m92syWnmimJIv8SPmRXqcBqBgMyhnQKI0pr43D2STQe3vSecD+BoeEUHDnI5h++oaogD5enD47wONxKKVgVJa9g2PW3E9Ol31/eH7PZzMGDBymut/PG1jpEtRfbnr0aX92ZQFpJSQlLlixp1FxXqVQkJyfTsWNHIiMj8fX1vazG5sWgymjnp12FHCttIKfShIdaQWqYD10ifemmFxAKM4jp0gP/8Eub0Ntca2TyoVy8FHIO9u+E158gsSqKIse3l7Hll2xcTgEXIrs0Lg57uIkO9SbIW0O91cmhonpkMrhnYBxRChWqOic+ZoHK3AZMdXYc6noa/I6ATETrCMazLgG52ELgVSZy/2dXtyovcTmM60uFy6Evq2Z+zNENa/AJCmHMw0+dN4hutziZ/9ZeGqqsdBoUztBbW/cUagmiKPJTWS2fF1aSa20qvRuv07CyZxK+7ax4rioy8utbexEEkRHBX5Ak/x163gnXfXxBbfyzcdobxVenYu0TQyQj3YylMO82aU9295pzSu2JoohLEJv5Epx9zH/WneDDtdkAvDi25QqSPx11+RITPW9z09cjesKdK0DVvvid0Whk+eLVZOYcA/mZCqiwsDCmTJmCXq+/+DZfJK4E0P8GuGqsNKwpwHqwCmQQdG9XNLFNN/Irj5Rx/4/76dlwkP61O9CHhDHtw5nIT+l9Wg5VUfdrNqJTQOGnwf/GDmjifRuvb8uuw1Fswl1nQ5sagGfv0Mu+FN9htfDt4/dhqqslPq0XvcffSHiHjn/ZIuyhdQ+xqXgTo2JH8e6Qd1s9/j/rcvhgTTaeagWrnxhChP7yy4D+r+FyHtftxeXWl6NGC/dnFJBjkRY6n6fGMDHk3Hp5FwqLoYHvn34Ic30dYckpTHru1Sb6sLkWG+P2n6DG6aKf3pOfuiagO88C4lLjXyuOM2vzScZ2DuWf9XKcxSY80kPwv6H9+r/twWmpA+/AIO5499ML0sxtApcDKo7AyU0SE6A6G1QekglPv4dALSUu3AYHFR/vQzC78OwXht/4/3tGxG6Xk2+fuJ+GinKumX4/3UeORRQFHI4GSkurOX48G4XiEFrdIlwuyehKJlOh00Wj1YSh0Yai0YQgigIm03Hq6/fidpsA0GhC6ZD8MkFBI9rUlsttXF8M/pf68lfi5MmTrF69uokJqJ+fH7feeiuBgX9Bcmrj27DxLQjtAvdsgjbKrbQFLqeT8pwsyk5kcWjNChoqK1Cq1PSddBOdhg7Dy09i3u5aPJ+tP89GrdNxx7uf4RN0btmd0xrnngo5UVo1mWYbShlMDPHj/qhgOnqdWVsZDAY++eQTnE4n119/Pd26td+35s/Eu6sy+WxDLgMTA/nh7j40VFbw3RP343I6GHTLnfQef8N5z6+uruaLL77A6XRy9dVXM3jw4Evexv+lcX259OVEpZFRH23BJYjMvr0bQwo/Y/fO7azgqhaPj4uOIDYhGa1Wy44Na6g/xXCWOR0E1OQy4/H70XQY+hf2oDn+8esh5u0tZkp6FO/c0LXZ+4IgkJGRwaZNm6iqqmrynk6no0OHDvTs2ZPIyD9Xeu/vQnVhPvPfeBFLQz0AQbHxXHXHjAsjPrQAURQZtDuTExY7bydHcmfEn/fsqK+wsPmXLIqO1wHgQiRH5cYgF5EBnsjpGeQDdQ5sZmfTk3VWavUHcIsuEhOTuOmmmzBU2qgsMJyScTRSWF6GaFZiV1q4+Y10on3OnxS8XMb1pcDl0BdLQz0/PP84xuoqkMlIGz2O3uNvOKcmemlOHYvePwDAxKfSCEvUX/C9RVHkqMnKtjoTWoUcP5WCa/x92p0QcthczH9rL/UVFuJ7BDHqmipkP0wEREk6pMv5n61/B5xugQmfbeNYqYEATzWDo5S8XnIXXs4ajiXMYEfsA9RZHORWmsmtMuF0CygVcqwONzUGCx4OA3GBnnQM9cRP4ULnNOGsLcdRWYqzoRrBYsQuyNju35dx40fzyDWJf99cK4pw8Ec48iv4x0PsAOgw5qKqAxZ+uIvcoiyUQSZMrhrcbjfe3t7ceuuthIaeQ9b0L8KVAPrfiNp5WVj2V6Lw0xDyaBpybdNM3IM/7WfVwULuLPoBnWAjZco9jLhuLJb1RRg3SKXAmiQ9/jeloLiAEpvLDZt++Ia9vy3ENySUO977DJX6r9U8yqrN4obfpAn4l7G/0Cmw0zmPXXSgmMfnHgLgnUldmNLrL9CbuoL/E+O6rbgc+2J1C7yYU8yPZbX4KhVs7N2BMM2lZ16X5+bw65svYjebCU1IYtLzr6P18qLQauf6AycosTvp6qVjQY9EvP9iY+OjJQ1c+8lWNEo5O+/og/nrYyCD4EfSUIddZFD7HLA01PP1ozNwWK2MeehJOg5qedN9wRBFqM4Bz0Dw8P/DyyI1szOwZdaiCvMk+IHuyFT/Nw2Q9y1fzMbvvyI8uSM3v95yAtTprKe0bD7l5UswmY6f93oWIRy7agIdE24hNaLtcjaX47i+UPwv9eWvhiiK1NTUkJOTg9FoZMCAAXh6/jnzRzOYquDTnpJG5Zj3JD+EPwE2k4kVn75H3oG9AMhkciI6phIcm8DBVcsR3C5G3v8YnYcOO3OS3QRFuySpqaoskCtwK3VMCJjKHlEigQSrlXzfJZ7uPi3LJW3ZsoV169bh7e3Ngw8+eFlJRxTVWhj87gZEEdY9OYSEIC8Or/2dNV9+ikwm54YX3yC6c/NgJEgByW+++Ybi4mJiY2O5/fbbWzeOvQD8L43ry6kvbyzL4KutecQHebLikUFoTUVs+PVrNpUo0MhcdAtT01CeR5YQjVRbcQYK0UWc4wSGUgtWm0DPseMZevufM27bAovDRa831mJ2uJl3bz96x/mf81hRFCktLeXYsWPk5uZSVVWFIJxhDer1emJjY4mIiECv1+Pt7Y1arUaj0fx1c+IlRkVeLr+++RI2owEPXz02kxHB7Uat03HLmx8QEHFpZP++LKripRMlpHhq2dCrw58aHBNFkRP7Ktn3ewE1xaZzHqfUKAhL8CU03hffcBUrN/9KfX09MTExTJ06tUV9c1EUeW/Pe8R4xDG5c+uBzstpXF8sLpe+2MwmNs7+imOb1gKgUCpJHXw1g265E51383atn3Oc49vK8A/3ZPLzvVD8hV5QLWHtdxlk7SzHU69hyou90HmpYf0bsPldUHvBbYshqtff2saWkFFq4Lavd1FjdvC2chY3KTeSK4QxxvEWds7sr9VuOyH2SoIdVUTYSgm3laESzy0ddTbSRo9j8NRpKJT/9+OBp1FVaGT+W3sQRRg6LZ6Ne5dTVVWFRqNhzJgxdO3a9W9LGFwJoP+NEGwuKj7ej7vOjirCC02MD6owTzy6ByNTyam3OHjt50OoDuyij7UET10MPl4pRCEFlLwGR+I7KhbZqVIol1tasCj/QrbmpUJNcSHf/+NhBLeb6595mfi0v2cSfG7Lcyw7uYyO/h35aexPKOXNy4u25lQz7bvdON0i9w6O57kx5y6FuoJLi/8L47qtuFz74hJErt2fw0Gjhav9vfmxa/yf8oD64wYkZcAQut/zKNcfOEGhzUGCTsPitESC1H/9QkAURa75YBMnq8y8f2M3hmYasR6pRtclkIBb/5yxvu6b/3Jw1XKC4xKY+q8P21Tmfylg3l9B3bxsUMgIeaQHqpD/m5tZAFNdLbPuvxNRFLjrP1+hDzk/O6HBVMCqQ/vZnHkUXFXotQ2ASLExnAJjFPkN0YhI30NMgAcjO4Xy0NWJ+GivmF9dwf8B7P5S8kTQ+sJD+8DrEkvFnIIoCBzdtJYj61dTlp3Z5L2E9L6Mf+oFZPWFsO1jKNgmBc1pvnXI9ojh+m4fEy5a+LZfPyJ9zx2wczqdfP7559TV1ZGamsqNN954WTFc7/puD+syK5k+II5/XpeKKIqs+u/HHNu0Fp2PL1NeebvFANuePXtYvnw5arWaBx988JLqnv8R/0vj+nLqi8Hm5Or3NlFtsnNTryjeniQlSqqqqvD19UWtVkPtSWp+mMGJWhdFhNGANx1kBfRITcRz0APkl9tZ8NbLyGRybnnzfUITkv6WvpwmCUX7e7Dp6aHtGl8ul4vi4mIOHDjAsWPHcLnOHQSKj49n3Lhxl0VJfltRVZjPvFefw2YyEpqQxMTnXwNRZMl7b1KSeQy/sAhuefN9tJ7tNIBuAQ1OF923Z2AVBB6PCeEfcX++N40oilQWGMk7WIXLJSADNB4qvPw06EM8CIrxRqGQ43a7mTNnDvn5+fj5+TFjxoxLZih7OY3ri8Xl1pe8g/vYseDnxue1f3gkk154DZ/AplViNrOTn17ZidXoJH1sLH2u+xukQU7h+PYy1n9/HJkMJjyRRniSXnrD7YIfJ0neLxofuH3xOSVR/k7YnG7yDm6k4/KJCMj4MOpjMhSpeGmV+OpUhNUcx7b+ZwSno8l5So0GQaZAEETcag+cak8E7wCUAeH4hIQRExmKsvAIx1YtASAytTPjn3zxnL40/xex7dccDq4twstPw/h/dGXR4l8pKJD8GBITExkxYgTBweeucPyzcCWA/jfDnt9A1azDp6VaAVD4qvHoGYL9RD2OwuamaHZE/o0NRZcAJvaIpGeMH7/uK+bzjSfQqhS8fF0qIzv93zCAA0m65Zd//oOqwnwS0vsw4emX2n2NWrODwloLqWE+qC8iS1ptrWb84vEYHAae7Pkkd3a+s8n78/YW8cKiIzjdImO7hvHJTT1a1XK7gkuH/yvjui24nPuSbbYxfG8WdkHkX0kRTI/8c4IvZSey+PnFp2nw9Gb57U9TLECsTs2iHol/CvO9rfh4bQ4frs1mcHIQX4/pRMVH+wEIeSwNVeilDTIbqir5+tEZCG43N770r3OyEy813AYH5R/uQ7S68BkZg89V//eraH598yUKDh+g/+Rb6Tfp5haPMdic/LK7kG+25lNukDTidSoFAxIDSIvxw1urQi6DolorWeUGtufWYHcJ+OpU7H1x2Hn1COHyHtftxf9SX/6/g+CGWUOh/DB0vxUmfP6n37KurISijKNUnMzBabMx9OZb8TjwX9g5E9x/0ED1jYLYQRCRJhlL2QxQ+P/Yu+vwKK6vgePf3biHhAQSEgju7lCKeylUKC1Qpe5uv7q3tH3r7k5bCm2huLu7BOLuvsnqzPvHJiGycQ/n8zw8bXZnZ+7dmTl758yde/egj9qLkykHTfAoWLwcnCq+CIyLi+Obb75BURRmzZrFiBEjGrx+1bUlNIWbvz2Ah7M9+56ejKujPSaDnl+ffYzU6EgcXVyYee+jdBs2svgzubm5fPTRRxgMBmbOnMnIkSMr2ULdtKbzurnVZcf5VG78Zj+KCm9c2Z9rR3QsPwmxYrFOiJceBvkZ0HMmeFy44bv6g6Wc3bUNv5AuLHr13epNIl7PFn+1j51haTw4pTsPTqn98HV6vZ7Y2Fiio6NJSUkhOzub3NxcTCYTJpN1KBAnJyemTJnC4MGD6zaBMtbkfWpqKomJiSQkJJCdnU2PHj0YNGiQzZ7RNZWREM+yF54gPzuLgO49mfv488QmJBAVFUVsdDTJsdFYFBU7R0ccXFxxdXWlf//+DBw4kDZtajck4uexKTwflgDATR3a8mr3DtWbeLGGVFUlJSqC/KxMQgYNrTKHsGrVKg4ePIijoyO33nprvSaxmtt5XRfNtS5xZ0+x+oOl5KWn4e7jy1VPvVhuouvzB5NZ/9UpNBq44pG6DeVSW7FnMlj10TEUi8qIOZ0ZPrtz6QWMOvh5vvUGvbMX3LoJ2jbNjccKqSp8M9369F2J9piqquxf+Qc7f/sBsM4p075bTwK69aRT/4H4BneqVi4v7MBe1nz8DsaCAtoEBnHlE8/j3T6gQatUpNzvWz0zGS0se3k/2akF9B4bwKXXdWf37t1s27YNi8U6r1eXLl3o378/gYGB+Pr61vl3pDokgd4MmFLyMURkY87QU3AsBUt2iTtQGrD3dcGgLSDs/AHSDPEcGzqFX+MUKvv2x/fw4+axIYzr7oddM07wKhYLK5e+TOSRg7h6ebPotf/Ds231k3UWReXHPVG8vf4ceQYzHk72TO7tz1OzetPOs3aP9a44v4Lndj+Hs50zf839i2CPYBRF5c21Z/l8ewQAs/sH8M41Axt3puMWKEOfQZ4xDw9HD9wd3XHQ1q0B25LO66o097p8EpPCS+HWRntDjr/444/f8ZJXCLke3nR0cmDFkO50cG665DlYZ0+f9M427LQaDj0zBcuK8Abrhb7x6085tn41HfsPYv4zr9TruiuT/vMZCk6k4dDBHf+7B6JpgU8ulXV6+2bWfPwubQI6cPP/fVbcqFNVlZPxOSw7GMPKIwnkGaw94tp7OnPXhK4sGB5cYSzXGcxsP5dKus7I4lGdqixDcz+va6I11eWiFHsAvi4cPuXWzRDUiD2z8lKsF7WJR61/d74URt5l7R3m0c72ZxKOwPdzwZAN7QdA//kQPALadAY3PyjzZM6ePXtYt24ddnZ23HjjjfU+2WZtKYrKhLe3EpORX2qIv/zsLP79vzeIO3MSgI79BhIycAh+nbux/dBhIqKi6dChA0uWLGmQoVuKtKbzujnW5eMtYSxdF4qdVoOLgx1Gi8JNY0J4amavaiUa8rOz+PahO9Hr8hg0fTaTb7mr3spmNho5vmkdyRHnyUpKxN23LeOuu7HUE1uJ2QWMeWMzqgo7Hp9IsE/99CouKz09nRUrVhAXFweAu7s7o0aNYvjw4Tg5VT6EZ3p6Ovv378dgMKAoCjqdjuzsbDIyMkoNH1PE3d2dqVOn1mnOhJiTx1nzybvkpafhF9KFqfc+xop//y2eSLUqgwYNYtKkSbU6Tr+LT+Opc3GoQDdXJx7s1I7Zft51mh/IYjaTlZxIUtg54s+eIurYEXLTrWPZj79+CcMuu6LCz+7fv5///vsPgOuuu46ePXvWuhy2NMfzuraac11y0lJZ/tpzZMTH4uDswuz7H6Xr0NI3b4uGTvHwdWbBMyNwcmm8G3op0TmsfPcIJoOFbkP9mbakb/GoC6UYcuHHKyFuP3SdbL0B35w6kZ5aCX/caJ2H6r5D4BmIoljY/M1nHNuwBoChs+dx6eKb0dZyzprUmChWvPEiuempOLq4cOmimxkweUaDPNFsLMjnyLrVHFnzD57+7Vjw/BsNeqO35Jj8vUa3Z/zCnmRmZbBp0yZCQ0Mpm452cHCgTZs2zJkzh+Dg+hlOqyxJoDczqkkhb18ihvAsnEK8cB3sh52ntSHx99uvEnZgD+27dmfIvc/zy/44Np9NIT6rgA7eLtw/uRtxmQV8ti0ck8W6a9p7OvPBdYMrHb+uqSgWCxu//oQTm9Zh7+jEgudfp3236vd0OJ+cy6N/HONYXDYAzg5a9CZrw2l4SBuW3T66Vr3DVVVlyfolHEg6wAC/AXw68Wse//MUa09ZJwR7YHJ3HpjcvVX0PDcrZrIN2Wg1Wto41++EkUdTjnLb+tvQW/TFrzlqHXFzcMPJ3glnO2cc7Rxx1Dri7ujOl9O+rHKdLfW8tqW510VVVZ4Ni+eruDQAHglpx70d29XrhJ5n8gq4+kgY6WYLPpkpvKFmcvlVC+pt/XUx473tnE3KZenVA5gX5GPtha4p7IVeT0Od6LIy+fLeW7CYTFzz3GsE9x2AqqooOpN1gmhvpwa5s68/n0na1ydBC/73DsYxsHU87mcsyOfT26/HbDRw5QtLSXbyZ2toKhvPJBOWcmFMz+7+7tw6rjNzB3Wo95ugzf28ronWVJeL1oo7rZMIB42AJesb56IyLQx+uhKyosHVF+Z+Aj2mV2/bcYfgx3lgyCn9up0T9L4Mxj0C7azz06iqyrJlyzh79iyOjo4sXry42STRv9gezmv/naV/By/+ve+S4tctZjPbfvyaI2v/BUBFgz6wM2YvH1BVrl94LV17NuywgK3pvG6OdVEUlbt+PsS6U8mlXl88qiMvz+1X7R6Ff79tvaE+5dZ7GDh1Zp3LlRR+nrWf/B/pcTGlXrd3cmLctTcweOblaDQavt0VyYv/nmZ4SBv+uHNMnbdbGUVR2L9/P7t27SI31/rEtYuLC6NGjWLgwIE2h3aJj4/np59+oqCgwOY6nZ2dad++PYGBgbi4uHDgwAFycqzxZNq0aYwZU7M66XV5bP/pG05sXg9Yh7wYev3trF63DoPBgKurK71796ZTp054eHiQHhPJth++xmI00LZXP7QdQoiKigKsiZ1BgwYxYMCAGk+u+k9KFo+HxpJlthS/1sHJgdHe7jzZJYCganY8iT5+lC3ff0FGQhxqmZsNWjt7FIsZeycnbn7nU5uTP4eGhvLbb7+hqipTpkzhkksuKbdMXTXH87q2mntdCnJz+Ofd14g7fRI0GsYvvqXUzRNjgZllr+4nJ01PUK82zLijf6Mk0TMSdax89zAFuSY69GzDnHsHYlfZHE3p4fDxSFBMsPB3a5ujOTAb4OMRkBkF45+AiU9jNplY89E7nNu7EzQaJt10O4NnzKnzpvIyM/j33ddJOGed46l9tx70GjOersNGVjmsZXXkZ2dxZN0qjq5dhV534Zqqvn6jKnNscyy7/jiPqoJfRw+m3tKHNu3dyMzM5NChQ8TGxpKUlITBcOFpRycnJ2644QY6dOhQ5fpVVeXEiRMoisKgQYOqXF4S6C1IXkY63z1yN4Z8HeMW3sSIuVejqiqpuQbauDkWP1oekZrHD3ui+ftoPJn5Jvw9nFj/0KV4uzZtr86S8rOzWPXem8SePgHAnIeepMco2z/CiqKSmW9Eo9FgtijEZRWwOyyNDzaHYTQreDjb8+TMXiwYFsyh6Exu+e4AOqOF5y7rwy2XdLa5zqrE5sayYNUCco25eBrHEx8+E0c7LW9dPYB5g6s+EZsrVVXZEruFrbFb2Z+0n/i8eAA0aJgYPJGb+93MIP9Bdd5OfF48C1cvJEOfgYPWAZNiqnR5DwcPdi/cXeV6W9N53RLqoqoqr0Uk8mGMtYdNgJMDj4a0Z2GAT50Tu+lGM9MPhRKnN9FdY2Hat2/iZtBz5ZPPEzKo6cewe2/jOd7beJ7Jvfz5+qbhpP90moKT6bgM9MP3ul71so2iiZNDug9m2sw7KTiZjjE2B8zWn1bnPr74XNOj3ATTdaGaFZLfP4w5tQD3MYF4X9613tbdlPZFpPP9nii89v1O2+RTnPDow9a244vfd7TXMr1vexYMC2ZsN98Ge+SwJZzX1dWa6nLRykmED4eAKR+u+hr6Vz2BW922lwBfTYGceGvP8cXLwbeGMSYzGk7/DTF7IPEY5CaCWiLREzLOenHceTxGz478+uffREZG4uDgwLULFtA1oA04e4Jd002mlaEzMuLVjZgVlXUPXkrP9h6l3s9MjCfs8AF2HDpKjgKoCs7xkXQO7sD8Z1+tdS+06mhN53VzrYvJohCalIurox37IzN4asUJVBWWXNKZZy/rU6117P1rGbuW/YjWzo65jz1Dl8G1mxvKYjax969l7FvxO6qi4OrlzaBps/FuH8CJTeuKr8NGXnENl1x7Aws+38O+yAyevawPS2p5DVVTZrOZEydOsHPnTtLT04tfb9euHd26daNbt244OjoSHx/Pxo0bMRqNBAQE0KdPH7RaLW5ubnh6etKmTRu8vb1L/b6bzWY2b97M7t3Wa4xx48YxceLEaj3lEX5oHxu//Ji8zAwABkyZiX2XXmzbsQOA4OBg5s+fX+7Yiz5xlJVvvYzZaKDrsFEMnr+YDRs3Fve2B2tyx9fXl06dOjFp0qRqDTGTa7bwbXwaX8alkmq8MLa8i1bDg53ac28n/0qHd4k9dZy/Xn8Bc+FYy/aOTviHdCGwZ2+C+/QnuG9/lr/2PPFnT9FlyHDmPf5c8XdpNpvZsmULu3btAmDgwIHMmzevQdpSzfW8ro2WUBeL2cyW77/k2PrVAOWGk0yKyObv/zuC2aTQJsCN2XcPwMvPpcHKk5WSz4p3DpOfbcSvowfzHhqMY3WS9uufhd0fgG83uGsP2DeDvNeOd2HTi+DeDu47jEnjwD/vvEbU0UNo7eyZdd+j9BxdfzehFMXC0bWr2PHbD5hLJJO7DR/NmPkL8etU85ieHBHG0fX/cXbn1uLY0SagA+279eDMji24tfFhyftf4ODUsBO6x57JYN1XJzHozNjZaxk2O4TBUzsWT3CrKAp6vZ6CggL++ecfoqOjcXZ2ZvHixQQFBVW43uzsbFatWsX58+erPQeNJNBbmJNbNrDus/exs7dn8evvlRuvqqR8o5nLPtxJRKqOOQMD+fC6wY1X0EokhZ/n73deJS89DQdnF2bc/SA9Ro4tt1xidgG/H4jjtwMxJGbrbawJJvb0442rBpQaruXnfdH8b8VJnB20rHngUjq3rV1v0d9PrePlg48CoElbyJdX3M7ILr61Wldz8dWJr3j/8PuVLtOjTQ9md5lNan4qm2M24+7ozlMjnmJY+2HV2kamPpNb1t1CWFYYvX16892M73C0c0Rn0pFvykdn0mGwGCgwF2BUjBgt1mA8IXhCletuTed1S6rL70kZvBmRSLzBeiPkpg5tea17B7S1bDibFZVrj4WzMyuPEBdH1gzpzv5vPuHklg04ubqx8NV38Qls2htVoUm5TH9vO452Wg4/NxXHdD0pHxyx9kJ/aCgO/nV7rDkvLo3jS1fQ1qEDrvalkysUfa0q2Pu54HNdr3rrJZ67LY7sNZFo3Rxo/+gwtI34OGZDORSdycIv92IwK3QoiOfKpH8waexZ03cJA7sFMbm3PxN6+uPl0vAJtZZ0XlelNdXlorZtKWx5BTw7wD37wMmj6s/UhiEXvpkJySegbQ+46b/6mbzUYoKkE9YL41MrKTsJqdHZj99Mk4mwBAAqYzjEJP8s7G/bAA4Nd5Ffldt+OMiG08k2J5u3WCz8/vvvhIaGYm9vz6ypk9n5ybuY9AWVzuFQH1rTed1S6vLnoTge/eMYGg3semISgd5VH5eqqrL6g6WE7t6ORqtl6m330n/StBptNz0ultUfLiU1yjr8ZM/R45i85C5cPKzflaooHF7zD1t/+AqAMTffw6JtCooKO5+YSFCbhhm+pSKKonDy5EkOHjxIbGxsuUfzi3Tu3Jlrr722yqFeiqiqyo4dO9i8eTMAQUFBzJ07Fz8/2/EpPyebLd99wdld2wDwDAyi18x5xKVnEhoaCsDw4cOZPn16hePtRh8/yoq3XsRiMtFj5Fhm3f8YkVFRHD9+nDNnzhSPAQ8wePBgLr/88mono1VVJcNk4YyugLcjk9ibrQNgtp8XH/fuhLONJ0UTzp3lz1eewWTQ02XIcKbcdg/ubcp3JkiPi+WHx+9DsZiZ/cDj9BpzKSaTiZ9++ql48r6hQ4cyc+bMBhtruKWc19XRkuqy/osPObFpHR5t/bhx6cc4lZgUNiU6h/8+OY4u24ijiz3jFnSn58j6n2+vIM/I768eIC/TgG8HN+Y9NARn92q23fU51g4DulSY+hKMfaBey1ZjWTHWXvGmfLjic0y95rFy6SvEnDiKvZMTcx99hpABDZOby81I49yeXYQf2me9SVoYSwO696TL4OF0HzkG3yDbT+yZTSZSIsOIPHqI8AN7SY2JKn6vfbceDJ9zJd1GjEaxKHz70J3kpCZzyXU3MnLe/AapS+l66dny01liT1tvanq2dWbYrBB6jmyPtkTcMxgM/Pjjj8TFxaHVapk2bRojR44sdbwqisKhQ4fYsGEDRqMROzs7xo8fz9ixY7Gzq7wTgyTQWxhVVVn51ktEHD6Af0hXFr76TqXjDh2LzeLKT3djUVTev3YQcwc1bVLq9PbNrP/iQywmE20Cg5j7yP/wDQrmqx0RfLsrii5+bnT39+BwTCZHY7PKfV6jgQBPZzr6unLVkCCuHlr+EThVVbn+6/3sDEtjULA3v98xusYTix6JyWTJ9wfJc12FU9vN2Gvs+WDSB4wLGleX6jepjdEbeWjrQwDM7zGfSR0n0dunN15OXsTkxPD96e/5N/xfm73FNWhY0n8Jdw68Eyc72w1WVVX5J/wf3jn4DpmGTPxc/Phl9i+0d6v7Y0NFWtN53dLqYlAUvohN5bWIRFRgnr83H/TuiGMtxld7NTyBD2NScLXTsnpId3q7u2A2mfjjpadJOHcG7/YBXP2/V/Dyr2Cs3FrISU3h2Ib/6DV2fLXuwKuqyqR3thGZpuOD6wZz+cBA0n44jf50Oq6D/fFZUPsxH/OPpJD6+2ns1MIfaC04Bnvi0s8X514+2LdxxpSoI/3H01hyrDeYnLp44T42EOfevrbHAKyqPopK7pZYcjZGgwptru6O27D6OzebSkRqHld9upvMfBOX9vBj/tAOxH//Brr4SEZddS1jr1ncqOVpaed1ZVpTXS5qpgL4aARkx0D3aXDtr2BXz4kPxQK/XANhG8HNH27dAG1C6ncbYH0MOnQNnFtnHV+9IBMAE3b8x0SO0L94UXutiq9fe+bMmVNp76OGsvZkEnf+dAh/Dyd2PzkJ+8KLO4vFwl9//cWpU6ews7Nj4cKFdO3atXgOB41Gy8JX3q7RkIY10ZrO65ZUl6Ke3Q9P7cH9k6s3yZ3FbGL95x9yers18Tto+mzGLrgeZ7eqb6gb9QV8/+g95KSm4OzhyZQld1fY03Hnbz+yb8Uy0GpZ6T8L7279Sg091BTy8/MJCwsjLCyMiIgIFEWhffv2dOrUiTFjxtRqUtCjR4+yZs0aDAYDWq2Wfv36MXLkSAIDA9FoNKiqytnd29n87RfoTGYs7l44BYWQY7gwN5lWq2XWrFkMG1Z1p6LIo4f4e+nLWMzm4ifHAUwmExkZGcTGxrJ69WpUVeWyyy6r1jrLUlWVZUkZPB4ah1FVGeXlxud9Q2jndOH7SY+L5bfnHkOvy6Nj/0Fc8fhz2DtW3Dt39x8/s+fPX3FydWPR6++xaecuTp48iZOTE3PnzqVPn+o9RVFbLem8rkpLqotRX8APj99HdnISfSdMYcZdD5Z6Py/TwJrPT5ASZR0SKaS/L6PmdcW3Q/0NA7nz9/Mc2xyLl78LVz46FFfPGvYiP/wj/HMv2DvDnTubdkLR3xbB2VXQaSym65az4q2XiT11HAcnZ6586gWCevdrlGKkx8Ww589fCd27k5ITKAZ070mvsRNo37U7zu4ehB/cS9iBvSRHnMdivvCEi9bOnh6jxjJo2mwCe/YulXc7vWMLaz56BydXN25460Obwz7VN1VVObc/mV3LwygovEZ2b+NE7zEB9BoTgKev9Qa1Xq9n5cqVnD17FoCQkBAmTJhAUFAQMTExbN++vXh4reDgYC6//PIKb6qWJQn0FigvM4PvH70HfV4uA6fOYvKSuyq9A/h/G87x/qbzONpr+fam4Yzt1jCTAVZGUSzs+OV7Dv77FwBdhgxn1n2P4ejiwlvrQvl0a7jNz43o7MOikR2Z3rc9TvZaVJVqjT0el5nPrPd3kKM3c+PoTrw4t/pBavPZZO7++TB6k0K/Dh507r2SrfEbcLJz4pPJnzAiYES119VcnEk/ww1rbkBv0bOo9yKeHPGkzeWyDdmsi1rH5tjN+Dj5MLnTZLbGbmVl2EoAAt0CeXDog8wImVHqmDuYdJD3Dr/HsdRjAHRv0503xr1Bjzb1ewHYms7rllqXlcmZ3HcmBpOqcnuQHy91r9lNuTSjmaF7TmFQVD7v24m5/hfG3tdlZfLLM4+Qk5qCq5c3VzzxPO271r3xE338KKs+eAt9bg5Obm7Mf+ZV2nXpVuXn3lx7lk+3hjOrf3s+WTQUY3weKR8W9kJ/ZBgObWvWu9EYm0v2+igM57MASNPH03ZebwLH9EPrWP5utyXXSNa/4RScTIPCEQwcAt3wGB9sHR/dToMl14gl24DW2R77dm44+LmgKXPDUDFYyPjlDPpQa7LJdVg72lzZvVaJ+ObEZFGY/t52IlJ1DAzy4tfbR+HqaM+5vTv59//ewNnNnds++RZH58brhdpSz2tbWlNdLnpxh+C72WAugOG3wayl9Tse+sYXYOf/WSfJumk1dBhSf+uuTEGWddgY1QKqypmEHFZt2IpOX+Lir4LeRw3NaFYY+dpGMvNNfHfzcCb09Ld2NPjnH44cOYJWq+Xaa6+lR48L7aRV771J6J4d9Bg5ljkPP9Ug5WpN53VLqstfh+N4+PdjBLVxYftjE6s9j5Kqquz+42f2Lv8NAFcvb3qPsw5BYizIJys5iYKcHDoNHMyASdPxbh8AwObvPufImn/x9PNn4Svv4OZd8TxHqqKw+sO3Cd29HbPGDpeZS7j/xsvrXulmqOTj+kU8PDwI8PcnOTKMXF0+ipNLuUmL/f39CQkJYeDAgdUaU7fIiS3rWf/ZBzi5urHkw69wcS/9BNDOnTvZuHEjWq2WLl264OnpyYABAwgJCalRvXZl5nLTiUhyLQqOGg3XtPdhiq8n7gYdR998HkNKIgHdejL/2VdxcK58qAWL2cyyF58k8dxZHLr3JcPeBa1Wy+LFi+nSpUuNylUbLem8rkpLq0vc2VMse+FJUFUm3XIng6dfVup9xaJweH0MB1ZFohTOt9d5YFvGXNUN7zo+mZuboefn5/ZiMSvMuX8gHfvU4ql/VYUfr4CILdBhGNyyrv47DFTFYob9n8O6p0Frj3nJVlZ+9zvRx4/g6OLClU++SIdeDXsTypbc9DQijxwk/NA+Io8eKjcHQkkuHp4E9elHt2Gj6Dx4WPFTS2UpioWfnnqI1KgI3H3bcvX/Xsa3Q8NM3FmWyWjh5LZ4jqyPpiD3QudP3yB3OvbxwcPHGSc3eyISznDg2E4sinX+CHs7e8wWaxvRwcGByZMnM2LEiBpN3i4J9Bbq/P7d/PPu66CqVfayM1sU7vr5MBtOJ+PiYMf3t4yo0aSi2QUm9kWks/pEItvOpdLd352X5/WjV/vqfa/GgnxWf7CUiMMHAOs4e2OvWYzOpPDCP6f485B1TLgHJnfH39OJ88l5dPN3Z1qfdvh71n48pU1nklny/UGAave+//1gLE/9dQKLojK+hx+fLBqCo4PKw1sfZmvsVpztnHlt3GtM7TS11uVqbPmmfBasWkBUThRjO4zlo0kfYa+t2Y/JxuiNvLH/DZLzrZMidfHqwsJeCzGrZjZEb+BQ8iEAXOxduGvgXSzusxgHbf0Pl9CazuuWXJc1qVncfDIKgD8GdmWcT/WHBHgnMomlUUkM8nBlzdDu5RIauelprHjjBVJjorB3cuLKJ54nuO+ACtZWOVVVOfjvX+z45XtUVcHOwQGLyYSzuwfzn30V/5AuKIqFvcuXEbpnB97t2tO+Ww9cPb1xcHIiTePOTauScHJ05PCzU3FxtCPtu1Poz2bgMqAtvgsrn+xNVVUKjqWiD83ElKjDlGR9zFZRLZzK2o3zaD8m3nRblfUwZxnQ7U0kb3cCqtFS6bIaZzvchrTDbVQADv6uKHozad+ewhidA/Za2szr2ip6ngP8fTSeB347iq+bI2sfvBQ/D+vTMYpi4duH7iQrKZGJN97GkFlzG61MLfm8Lqs11UUAp/+B328AVBhzP0x5sVySqHbr/btwvcDV30C/q+q+zjqwWCwU/H47htCNbHSaxRmD9UmmgIAAJkyYQI8ePRotkf783yf5fk908TCKmzZtYseOHWg0Gq655hp69y79G5IaE8UPj92LRqvl1g+/wrNtNXtznV0Nfr2qNd58azqvW1JdCowWRry6kVyDmV9uHcmYGnZmijp2mM3ffUFmQlyly4UMGkrnQUPZ8v2XoKpc9fRLhAys+oZWZm4+zz7wOJ11UWjs7JjzwBN0H1n7SURVRaEgL5fU6EiSws6Rk5qC2WhAY2dHr7Hj6dR/UKPe0CorLi6O/fv3c+rUKSyW8u0qV1dXgoOD6dGjBz169MDDo3ZDX6mKwo9PPkBqdCTD5lzJ+MW3lH5fVfnjjz84ffp0qddHjRrF5MmTa9TT/nReAU+ExnEgR1fqdXddDnfu/oe7n3wWV8/Kx/YtkpOWylcvPE1OW+u185w5cxg6tHHmJ2pJ53VVWmJd9i7/jV2//wQaDZc98Dg9R5d/+j49IY8Dq6IIP5JiHW7SQcvIuV0YMCm42jcHy9ry01lO70wgsLs38x4eXPv4kB0Hn4wBQzZMehYufbR266mNmL2w6iFIsZ7PyugH+Oe4I+EH92Lv5MTVT7/cJMnzsnRZmZzatonYU8dJiYqgICeHoD796DHqEkIGDMarXfWH58lNT+PPV54hIyEOZw9P5j/zCv4hDX+jrYjZZCHiaCqndyaQcC4LW9lpi52efLdY9C5JoFFxtHOmZ68eTJw8AR+f6udEi0gCvQU7uv4/Nn39CQCTb7mLQdNnV7iswWzh9h8Ose1cKk72Wp6c2YsbR4dUGORiM/JZdiCWDaeTOZeSW+5gtNdqWHJJZxaO7Egn34rHGDfk57P81WdJDAvFzsGB6Xc9SO+x49kbkc5jfx4jNqMAjQZeu6I/142wPRZTXbyzPpQPN4fhaK/lg2sHMaNfgM3lVFXlk63hLF1nHdvuqiFBvHFV/+KJWQ0WAw9vfZjtcdsBuHvQ3dw54M4mbfxV1yt7X2FZ6DL8Xf356/K/8HKqXuOprAJzAT+c+oFvT32LzlS6cWansePqHldzx4A78HOthzFPK9CazuuWXpfHQ2P5ISGdQCcHtgzviZdD1Tdl9BaFYXtOk2Yy81mfTsxrZ7tHlCE/n3//73Wijx/BwcmZq/73Mh16Vp6sLsuk17Pus/cJ3WOd7KnvhClcuvAmVrz1Eklh59Da2dFvwlSyU5OJPn6kwvWYNfbEOneg75z53HXVBGsv9I+OgAq+1/fBpa/tHhKqRSXr33B0exMvvKiBTNd0dp39AwdfV25Y+mGNJl2x6EzkbY9Dfy4TxWBBNSnYeThg5+WEkm/GlJyPWqLnpb2fC2g0mFPy0Tjb47ekH47BDTT+cSNTVZXLPtzJqYQcm4/EH9uwho1ffYxbGx9ufvezUmM5NqSWfl6X1JrqIgrt+djaKwqg52y48vO6jYmefAq+ngbGPBh9L0x/tX7KWVe6NPh4BGp+Ovva3cCmjPbFYw537dqVK6+8Eje32s2PUxPH47K4/KNdONlr+WJmG7ZsWAtUnoz64+WniTl5nOFzr+bShTdVvZGIbfDTVdaJU2/dBD6VD1HWms7rllaXp1ec4Jd9McwdFMj719Z87FuL2cTJLRvJTIwDNDg4OeHl3x47BwdO79hC1LHDpR7R7zt+MjPufqha6155JJ6HfzvElTnbCMgIBY2GMfMXMuqKBWhs3GhTFAuKRUGjsbbZspISSYuNIvbUCRLOnSEvIx3FRmK6iF+nzkxecneN23b1KTc9jTWfvk9k+HksLu54+/kzYvpsOvfshY+PT71d40UeOchfb7yAnYMDt7z3BZ5tS18nKYpCdHQ0WVlZREVFceyY9WlePz8/5s+fj79/zYZF2J+Vx7dxKRwKjyDF0RW9sys9nez5b2Rv3KoY27dIamoqn3/2GWaLBYf0ZCZPnMCoKxfUqBy11dLO68q0xLqoqsqmbz7j2PrVaO3suea51ypM+mYk6tix7BxxZ61PuLq3caLrUH+CerbBvY0Trp5OODrbobXTkJuhJzddT5v2brh5O5Vbz28v70dVVK58dAgB3bzrVomjv8LKO8HOEe7YDv71H2f0ujwSQs/QtmMn683usI3w60KwGMDZGyY8xa5oN/b+tQw7BweueOJ5OvUfVO/lqA+KxYK2mrHBlvycbP56/QWSI87j6uXNtS+9RZv2gfVYwuopyDMSfTKdpIgcCnKNFOQaMRksmI0KikXBpBjIzcnDzuyKo5M9HXp4E9DNm7ZB7ni3d8WjjXO1ns6WBHoLV3SX0N7BkZve/QQv/4p7FupNFu7++TCbz6YAMLqLL/dO6sboLr7FifTodB2vrD7DxjPJpZLmHX1cmdK7HRN7+fHjnmjWn04ufm9gkBc923sQ0taNy/oH0tHXmqgw6fUsf/054s+extndgyufegHXwC68sfYMv+6PBaCDtwtLrx5Q454Y1WVRVO75+TBrTyWh0cBLl/dl8ahOpRpFqbkG3lkfym8HrGW6c3xXnpjRs1zDyayYeefgO/x05icAXh77MvO6zWuQcteX7XHbuWfTPQB8Oe1LRgWMqvM684x5rAxbyd/hf+Nq78qkjpOY1mkaAe62b07Up9Z0Xrf0uugsFqYcCCWywMj4Nh580y8EN/vKf3x/SUjn4dBYOjg5sHdUHxwq+ZEyG42seOslYk4cxdHFlXmPPVPtnuhZyUn88/YrpMZEobWzY+JNdzBw6kw0Gg16XR7/fbCUyKOHipe3d3Li0kU3o1ospERFYMjXYdTrSY2OpCAnG7BOW9dt1KV0GzQYrzgvNKcMqM4avG7rgWeHCxc3qqJijM0ld0ss+rMZoAH3Szrg1NmLuOTT/PPZm6DRsOC51wnqU7/j36mKiiEsi7w9CehDM4qHfdG62tN2SX8c63Gcwqa2KyyNRV/tw8XBjt1PTqKNW+lxEs1GI98/eg9ZyYkMmTWXiTdW3dO/PrT087qk1lQXUcLxP+Dve6wXeW5+MPoeGHYLONfw5np2HHw1FXITIGQcXL+y8R+VrkxRYlkxoRt8O7tdp7Fv3z7MZjMeHh5ceeWVdO5c9XwYdaGqKnM+2klCQiKXO58FVWHixImMHz++ws+EHdjL32+/grO7B7d/8m3lN1mTTsK3M8GQA33mwdXfVvlUQWs6r1taXY7FZjH341042ms58PQUvFzr90nNrOQkjqz9l5Nb1uPi4cmi198rN2RIRW74Zj/bz6Vy34TODErYxtF1qwHo2H8QfcZNxDeoIwmhp4k7e4r0uFiykhJRLOYq1gqefv6079YT3w7BODg7k52SzKltGzEbDDi7e3D9m+9X/0mLeqKqKic2r2fbj19jLMjH3sGRcQtvZPCMOTZvFtTH9v546WliT5+g5+hxzH7g8UqT8+fOneOff/4hLy8PBwcHZs6cycCBA6uc2K6Iolj4993XCTuwF71vO3659n7SLSqX+XnxRd8QtFXcGNDpdHzzzTekp6fj6+GOYf9WNMCUW+9h4NSZNal6rbS087oyLbUuimJh1Xtvcn7fbtoGd+L6Nz+oMMGqqiqndyawZ0U4hvyqY4JGq6FTP1+6D/PHt4M7yZE57PzzPCa9hY59fZlz38C6V0BV4dfr4NwaCBwCSzbUW/sk9vQJDv77F1HHjqBYzGjt7Bg4pAcjc37BTZsHPWfB3I+Jj01m2fNPoKoKs+5/jN5jK/7dbw0M+TqWvfgUqVEReLVrz7UvvoV7m5r37m5o8aGZ7PzzPGmxeeXes3eyY8nbl2DvIJOItqiAVVMlf5S7DBnOvMefq/RHWVVVftwbzWv/nUFvsmZXOvq40r+DF25Odqw8moDRbH19XPe2XD00iDFd2xY/Gl+0jo1nUvhhTxS7wtJQShwF9loNC4YHc/OoII589TYxJ4/h5OrGlf97hZ1Zzry1NpS0PAMA140I5ulZvfFwrv+hPkoyWxSe/fsUv+6PAeDSHn48Nq0nmflGNp9N4bcDMcXfxbOX9WHJJZVfUH1y9BM+PfYpgW6BrLpiFQ52DVv+2so35XP5ystJzk9mce/FPDHiiaYuUp21pvO6NdTlcI6Oq46EUaCoDPBw4ecBXfBzLH8+pBhMbEzP4d3oJOL0Jp7rGsjdHau+YDIZ9Pz1xgvEnT4JGg3DLruCsQuux76SR1qjjh9h9Xtvotfl4erlzZyHnyKoV99yy8WdPcW+v5ah1+Ux/Y77adsxpNwyqqqSEhPNW299QmDahcdrtRo7pgfejKejLxnGJDTtHAno3gOyLRjj81DyCsdis9fis6Anrv3bkpOWyg+P34tBp2PkFddwybU3VFn/ulD0ZvTnszDG5eI2xB+Hdg3f27IxFV3sVzbHRdTRQyx//Xk0Gi2LXv8/2nWueniDumoN53WR1lQXUUbcQfjzFsiKtv6ttYeg4dBlIvSZC/69Kv6sokDyCVhxp/UxZb9ecMtacKl4jOUmc3I5/LkEUGHozSQPfZTfl68gPT0dgKCgIEaMGEG3bt1wbaCnVFYfiWbjil/w0hro2r0HixdeV2k7XVEsfPPA7WSnJDP1tnsZMGWG7QWz4+CrKZCbCJ3GwuK/wKHqJ5pa03nd0uqiqioz3ttBaHIub17VnwXD6//JW7D2VFdVKm0rlZSQVcDYNzejqrDtsQl08nXjxJb1bPrqk1KTyVXG3bctPgGBBPbsS3Cf/rQJCMTVyws7+/JlKMjLZfmrz5EccZ6Abj1Z8OIbNpdrCJmJ8Wz86hNiTlp7eQd078n0ux5s8HF7k8LP88szj6AqCjPufoi+4ydXunxeXh5//fUXERERALi4uNC7d28CAgLw8fHB3t4eRVFo27ZtueFlNn/7OUfW/oudgwNXPf0SiYGduepoOCZVZVwbdz7o3ZEAp/KTM1osFg4dOsSWLVsoKCjA09OT22+/naOrVrBvxbJGa0u1tPO6Mi25LgV5uXzz4B3oc3OYeNPtDJlZ+bwIZqOFmNMZhB9OISNRhy7LUGpsajsHLW5ejuSk6W1+vl1nT6bf1g8Pn9oP31tKTgJ8PMo6lMuUF+GSB+u0usykBLZ99xnhRw4Xv+ZubyTPbD2XNKh09Hegy/QbcfFuw65lP5KdkkzvcROZde8jddp2S6HLyuTX5x4jOzmJdl26c+1Lb1X7d6gxqYpKSkwuiWFZJEVkk5mUT1ZyPm5eTtzwWtVDl0kCvRVIj4/lh8fuQ7GYufyRp+k+ouodH5Wm46udEaw8kkCeoXTjaFz3tjw/pw/d/KvutZCco2dPeDrR6fkciMpgZ1gaGlVhZsp6uuZHotg5kjbuZo4bvTmTaJ21uaufG69d0Z+RXWoxOUQtFQ3R8t7Gc5gs5Q/bgUFePDq9J+O6Vz38SIG5gNl/zSa1IJVnRj7Dgl6N80hbTX1w+AO+PPElHdw7sHLuSpzt6+kHqQm1pvO6tdTlcLaOxSciyDBZ8HGwY3GAL3P8vdErKufz9axIzmRnZh5FZ52Pgx17Rvau1pAvYH2SZcv3X3Bi83oA/EO6ctmDj9MmoPScBqqqcuCf5ez89QdUVaF9tx5c/vDTePjW/emWLaEpPPHZavrqzjE5UIMhMxUvTVtGOM1AqynfW0njbIdzTx88xnXAMciDvMwMVrz5IimR4bTv2p1rX1qKnX0z6qnZwhyMyuDqz/ag1cC2xyYS7FNx4uvf997k3J4d+Id0Zdb9jzb4RXJrOa+hddVF2GAxwYk/Ydf7kHqm9Htte0LAAGjTGeydQDFDXjKkh0HSCSiwPq6Ne3u4dQN4N0wisF7s/xL+ewxQocNQDHM+Y/2BUI4ePVpq7GN/f388PT1xdXVl+PDhBAfXT6z4668VHD9+jDzVkaDRl/PgjKqfPDq0eiVbf/gKD18/bv6/T8v3Qjfq4JsZkHQc/HrDLWuqfQOjNZ3XLbEuH28JY+m6UMZ28+XnW+v+VGh9+Gjzed5ef46RnX1Ydsfo4tfT42I4s3MbkUcPkpWUSED3nnTsNxD/zl3xCeyAk6s7oGJn74C9Y/mEbGWyU5L48ckHMOh0DJo+m0k3N+ywmCajgYP//MW+lb9jMZmwd3Bk7LXXM2TW5Wi1tR+6oCaKnhp3cHbh+jffr3KIA0VR2LVrF3v37kWn09lcxt7enpkzZzJkyBA0Gg2H1/zLlu8+B+CyB5+k5+hLAFiZnMlDZ2MpUBTa2Nvx04AuDPW60LHCZDLx66+/Fifs/f39ueqqq2jXrh2qqrLq/97g3L5dBPbozbUvvdWg+6olntcVael1Ob5xLRu+/AhHF1duee/zSicjtkVVVEwGCxazgrObAxqthoxEHWd2JZAUkU1GgvW4Hn5Z5zqNn16hwz/CP/eCnRPctAqCR9RqNYlHdrD83bcxGC1oUBngncQgnwTaOuUTrfNmd0Z3EvLK51k8/fy54a0PcXJtXZ2YKpOVlMjP/3sYfV4uA6fOZMqt9zR1kapFsSgU5JrKDS9kiyTQW4ldy35k71/LcPfx5Ya3PqxwttyydAYzu8LSiM0sICVHz5BObZjWp12tfxj3hqfx90fv0TbhKBa0/NN+NnEuQQB4ONtz/6Tu3DCmE05VDPXQUKLSdLy+5gzrTiXTwduFUV18mTMwgPE9/GpU51/P/spr+17D38Wf1VeubnbJ6dicWOb+PReTYuK9ie8xuWPlPR1aitZ0XremukTkG7jhRARh+YYKlxno4cI0Xy+uCfAh2LlmF1oA5w/sYf3nH6LPzcHB2YUJNyyh15hLcXRxJSspkR2//cC5EuOdT1lyd40v6CqiqiqLvtrH7vB0rhjcgf9bMAgAU7KOhO0niTt4DH1OHrmmdAyOBtoO7UbIoMG4t/GlICebdV98SF56Gs4enix8eWm55L+ovhy9iVnv7yAus4D5Q4NYOr/yRz3zMtL59uG7MBbkA9B58DA69R9M+249cHZ3B9U6OduZnVtQLBZGXrGAHqPG1vo3sDWd162pLqIKGZEQsRXOrYWwTaCYKl/e0R1CLoEpLzTI2KL17vwGWH4r6LOsve37X0PusHs5GJbC6dOnSU1NLbW4g4MDt912W43HHi7rzJkzLFu2DNDwn6EnBmcfdj05CXenym+gmowGvn3oTnLTUhlzzSJGX3XdhTcVBf68CU7/jd7Rn8yZX5OVr2LS6xkweXqVZWpN53VLrEtMej6XLt2CVgN7n56Mv0fTXj+oqsqEt7cSnZ7PO/MHctXQoEbbdtjBffy99GUAaxL9pjvqbQiVlKgIjqxdhZObG+5tfDiydhU5qdbhRzsNGMyUW+/Bu13jTqiuKBb+ePl/xJ0+Sbsu3bnu5beq1fPeYrEQHR3N+fPnSU9PJyMjA0VRsFgsZGdbhxns27cvgzt35J+3X0VVFS657kZGzptfaj1h+XruPhXN8bwChnm6smpoD6B08tzBwYGpU6cydOjQUkPG5Kan8e1Dd2Iy6Jl5z8P0uXRSPX4zpbXE87oiLb0uimLhl/89QnJEGF7+7ehz6SQ6DxqGd/sAnN3cMer1gFrrBLGqqqBSrXGna7kB+G0hhP5HjtafsF5P4NNzCO26dKtersyQS+x3D7BiayImxY4A5xymDwDfafdD2x7g6AYeAeDoSmZSAqG7d5AccR5jQT6KRWH84lto361Hw9StGYs8eoi/3ngBVLXB40VTkAR6K2EyGvjx8fvJTIyn8+BhXPH4cw0yjltVihL5Go2WLtfeTbZ/LwpMFhzstFwxuAM+bvWT0Korg9mCo5221kkSo8XIZSsuI1GXyGPDHuOGvg07HENN3bf5PrbGbmV0wGg+n/p5i5jstDpa03ndmuoCYFZU1qVn801cGqfyCvCyt6Otoz1TfT25ol0bOrlUfUe3KrkZafz3wdvEnTkJgJ2DA55t/chMTABAa2fPxJtuLx7vvD6diMtmzkc7AVh13yX063BhvGBVUTi7ezu7fv+J7OQkm59vExjEFU881ySTqrQmDy07yooj8QS1ceG/B8bhWY0hwFKiItj9xy+EH9qHzenZy+jYbwCz738cVy/vGpevNZ3XrakuogYKsiBqJ2SEWxPrihnsHKw9nH27g18PaD/A+lpLkhkFqx6C8M3Wv508Ycl68O9Nbm4uCQkJ5Ofnc+TIEWJiYvDx8eG2227DxcWlVpvT6XR88skn6HQ6xo69hNeP2RORpmPOwEA+uHZQlb9RZ3dvZ/X7b2Hv5MQt732Oh0/h01Tb3iJn/dvsTgvhdLa1dyiAs5s793zzW5Xlak3ndUuty7yPd3E0NosX5vThprENOw5/VfZFpLPgi724O9mz/3+TcXVs3Kfjjq7/j03ffAqqSq+x45l5z8N1mswOrGMUr3zrJYwFBaVed/dty/hFN9NzzKVNdl2Um57GD4/di16Xx4i5VzOuOhMFV0BRFPbs2cOmTZtQFAVHXTaOMefpP3Eq0+6432YdUwwmhu05jVFV+W9Id/q7OpZKni9evJhOnTrZ3N6+lX+w89fvcfNuw03vfoqzW8PMq9NSz2tbWkNdkiPC+POVZ9DryowZrdEUt6n7TZzKhBtubZ49rY060j6+nD8P2KGzXMhDte0YQsjAIfiHdMHZ3QNPP398AoMunDcZkZz74Eb+O+uORdXS0Rfm3nUHjv0us9ZdVGr3Hz+z589fsXd0YvHr7+Eb1LBPADcmSaC3IilREfz6zKOYTUbGLbyJEXOvbtTtH9uwho1ffQzA1Nvvq1ZPmJZs+bnlvLDnBfxd/Flz1Roc7ZrHzYGjKUe5fs312GvsWX75crp4d2nqItWb1nRet6a6NCbFYuHgqhWc2LyOrKREADRaLcF9+jPmmsV06NlwvSEf+O0Ifx9NYExXX36+dWS5ixOL2UTk0cNEHT1E7OkTmPTWcf4Ce/ZmypK7rT2eRa39tDeaZ1aexE6r4fc7RjG0U80mp8lIiOPcnp0khoWSEhWB2WDAYrHgGxRM30snk5+TxYG/l2M2GenYbyBX/+/lGt+Ibk3ndWuqixDF4g7Bmscg/hB4dYTbNoH7hZ7mOp2OL774guzsbLp168aCBQtwqMUYnn/++ScnT57Ez8+PO+64g0Mx2Sz6ah9mReWRqT24b3L3Sj+vqiq/Pf8ECaGnCe7Tn7HX3oBj2nEOf7+U09n+KFhjk3sbH7zatce7XQBTb7+3yh6trem8bql1+XpnJC+vOs2Qjt78dffYJi3LI78fY/nhOK4dHswbV1Vvovb6dmbXNtZ+/C6KxUKfSycx464Ha9UJTLFYOL19M5u+/hSzyUiHXn3w79yVrMQEArr3YthlV+Dg3PRPDJ/bt4t/330dNBrmP/MqHfvV7Xs/e/o0vy1bBhoNPqqJe559odI4cP+ZaH5PymSenxeXHt/DuXPnqkyeA5hNJn547B4yExPw6RDM3EefwSew/p+obKnntS2tpS5GfQHhB/ZyZtc2UqMiyMvMKLeMh68f0+98gE4DBjV+ASuRHBnOn6/8D31eHp4OerT2DmQV2L5J5xMYRLfho/FREsk5+Be7E/0ADV37dOeyp96styebLwaKYmH5a88Tc+IobYM7sfC1d3FwrHtnuuag2SXQo6KiePnll9m8eTNJSUkEBgayePFi/ve//+FYg4O2tQSsmjq+aS0bvvgIjVbL7Psfo+focY2y3fBD+/l76SuoqsLoq69jzPxFjbLdpmS0GJm5fCYpBSm8NOYlruh+RVMXCYA7N9zJroRdXNn9Sl4c82JTF6deNYfzWmJU86CqKmmx0WSnJNOhVx9c3Kues6GuYjPymfzONowWhW9vGs7EXnV7vF9U3+8HYnl8+XGAaiWfaistJoqfn3kEs8FQqxvRzeG8lhglRBXyM6wTcGaEQ4ehcOO/1kexCyUkJPDNN99gNpvp2LEj1157bY0mGd23bx9r1qxBo9Fw66230qGDNcn06/4YnvrrBACfXz+U6X0rH0IiKfw8vz77KEqJsdqLdOw/iEsWXE9A957VLhc0j/P6Yo9RyTl6Rr2+CVWFHY9XPo9HQ9KbLAx7ZSN5BjN/3Dma4SE1uyldn8IO7OWfd19DVRQGz5jDxJtur3YvcX1eHmd2beXQ6pXFTwF2HTaSyx54otkmvNZ99gEnt6yv8dCrZcWdPcWW774gPiMLfaD1aYYpU6YwdmzFQ9GdzM1nysFzaFWVhXvX4a2YWbRoEZ07V/00REpUBCvefJG8jHScXN2Yff9jdB48rFZlr0hzOK8v9hhVFZNBjyE/Hyc3N5Ijwlj7yf8Vn3sDp87k0kU34+jSNHGtpMSwUJa/9hwGnY52nTpylc8WXPQJ5AeMJab3w0SdOklOagr6vFwy4mNtTpo8cMIEJt3xUKPNldCa6LIy+eHx+8jPzqL/5OlMvfWeJhkho77V5bxukNqfPXsWRVH4/PPPOXXqFP/3f//HZ599xtNPP90Qm2t1+k+aTt8JU1AVhVXvv8WxDf81+DaTI8JY9f6bqKpCv4lTGX31wgbfZnPgaOfI9X2uB+Cbk9+gqEoTlwiOpx5nV8Iu7DR23Nr/1qYuTqskMap50Gg0+HUModuwkY2SPAcI9nHlxjHW3jnPrDxJps7YKNu92P19NJ4n/rImz28aE8K9k7o12Lbadgxh0s13ANYhydZ99j7/vPsa/773ZoNts75JjBKiCq4+sOgP67A08Yfg12vBdGG4h8DAQBYtWoSTkxMxMTF89dVX7Ny5k6SkJPR6PaqqYjabyc3NJTc3F3OJi+4TJ06wZs0aACZNmlScPAe4bkRHbhoTAsCjfxwjNiO/0mK279qdha+8Q9/xk7C3U9Gg0sPPyLXPvcz8Z16pcfK8ubjYY1Q7T2dGdfYFYNXxxCYrx7ZzqeQZzAR4OTO0Y80mB6xv3YaPYsbdDwFwZO2//Pfh2+WHjCghIyGeYxv+4593XuOzOxaz+ZvPyE5OwsXTi0uuu5HLH3662SbPASbedBttAjqQl5HOfx+9g6pU/xpSVVXiz55m5dJXWPb8E6REhuNmzGdIv74AbNy4keXLl2M02m6j9nV3oYdZj6LRcCqoKwsWLKhW8hzAP6QLi19/j8CefTDk61jx5ksc/u9vmvGgBLVysceoqjg4OePexgcHRyeCevXlhrc+ZND02YB1RIKfnn6Y/JzsWq8/Pyebnb/9yPrPP+DElvXkpKbUeB3xZ0/z5yvPYNDpCOzZh/kvLMXlpj/AyRPXxF302nMbMwLPc82cPtxw+zzuWtCTmR3O09criU5u2bTzc2fSjUuYfOcjkjyvJTfvNsy89xHQaDixaR1f3X8bO379ntA9O0kKO4e5ghjVUFRVRZ+XR3pcDEnh5zGbqpjvpwE02hAuS5cu5dNPPy2eGbo6Wusdv+pQFAubv/mMYxsKG/A338HgGXMaZFs5aan88swj6DIz6DRgMFc88Tx29o07fl5TyjPmMe3PaeSacpvFZJ13b7ybHfE7mNdtHi+PfblJy9IQmut5LTHq4pGrNzHnw51Epeczvocf3940vP5njRfFknP0TH5nG3kGM9eP6sRLc/s2+Nilqqqy+v23CC2clBbA3smJB35YXuVnm+t5LTFKCBviDsIPc8GYB92mwLW/gP2FR4yTk5P5+eefycnJKfUxjUZTLmHk6OiIo6MjOp0OVVUZPnw4s2bNKhevTBaFBZ/v4XBMFgODvfnjjtE42lfRJ2nD85h2fIDFwRPnuzeDb9daV7m5ntcXW4z6eV80/1txkr6Bnqy+v3GeFi7r3l8Os+p4Irde0plnLuvTJGUo69iG/9j09WeoqoJHWz9GzruG4L79aRPQofi82/7ztxz8969Sn/PrGEL/ydPpN3EqDk5NP0xLdaRGR/LLM49iNhoYM38Ro6++rtLlc9PTOL9vF2d2biUp/DwAGo2W/pOmMeaaRbh6eXPgwAHWrl2Loih4enoybtw4Bg8ejH3htbmqqmzatImfzoSxtt8onIFto3rXeJ4ii9nExq8+4eSWDQD0GjueS669AS//dpgMeqKOHebk1o1EHT1Mm4BAuo8cS/cRo/Hr1LnKNlxzPa8vthhVGzEnj7Pmk3fJS0+jfbceXPPsazUaNkmvy+PQ6r85tHolJv2Fm9oarZYZdz1Y7ckoo44d5u93XsVsMBDcpz/znngOR+fC+UyidsEfN4GugqR892kw4406/c6K0g6v+Zddy34oNy+Fo4sr3UeMptPAIXj4tsXF3QNjQQFmk5G2wZ1q/WROWbqsTE5t28TJLeuL500DsHd0okOvPnj4+uHg5ISjiyuXXHt9leury3ndaFnS7OxsfHwqf6zMYDBgMBiK/y7b2L2YaLV2TF5yN87uHuxb8TtbvvsST792dB06ol63YyzIZ+WbL6LLzKBtcCfmPPTkRZU8B3B3dGdBrwV8deIrvjz+JRODJ6LVNM2jKSfTTrIjfgd2Gjtu639bk5ThYiUx6uLh4ezAJ4uGcsUnu9h2LpW314fy6LSekkRvIK+sPkOewczAYG9euLzhk+dgTY5Nu+M+fIM7ggrO7u44e3iiqmqLnZBZYpQQNgQNg4W/w09XQdhG+HIyXPk5tLP25GzXrh133nknp06d4ty5c0RHR2M0GouT50XxQFVVjEZjcY/Pfv36MXOm7cmsHey0fHDdYGZ/sJNjsVm8svo0L1YW286th13v4aAFhyvfb7UX9RdbjJrZL4Dn/j7FqYQcItN0dG7buJPv5RvNbDpjTSDNGdh8JjcfOHUWfp06899H75CdnFQ8t5ZvUEcmXL+EpPDzxcnz4D79CerTn67DRtKuc8s7L/w6dWbKrXez9pP/Y/efvxB94ghtAjpgMhjIy0gHVFw8vFBVhdToyFK9cO0cHOh9yUSGXXZFqcn5RowYgb+/P8uXLycnJ4fVq1fz33//4eLigoODA3l5eVgsFjoBA+xUjls0PHI2lj8Gda1R+8bO3oFpd9yPT4dgtv/8LWd3bePc3l34dQohNToKxXLhqZz0uBiOm1TarFnFI+9/hqunV318fY3uYotRtdGx3wDmP/MKvz73OElh51j1/pvMeeipKp8GyU5J5uTWDRz+7x+MBdYns/w7d6VT/0HEnj5BUtg51n32Pi4enlUOGXR293bWfPQuisVMpwGDmfvo/0rfVAsZCw+fgZjdcPY/SDsHOQng7AnjH7feTBf1asjMOfSfNJXwg/uIOHyA7JRkMhPjKcjN4dS2TZzatsnm59p2DMHDty1aO3vadenKiLnzq8w1mvR6ok4cITctjZzUJGJPnSQlKrzUMk5ubmg0WvR5uUQfP1L8enUT6HXRKD3Qw8LCGDp0KG+//Ta33VZxUvCFF17gxRfLj/d8sdzxs0VVVTZ88SEnNq/HwcmZBS++WW8NDEWx8M87rxF+cB+uXt4seu1dPNtenOMBpxWkMfuv2eSb83l57MvM6zavScpx58Y72RW/i8u7Xs6rl7zaJGVoaM3xTr7EqIvTHwdjeexP67Aiw0Pa8OoV/enRrnGGkrlY7ApLY9FX+9Bq4O97LqF/UPO/6JIYJUQLFLHN2iOtIAPsHGHSszD6XrAxVqfJZKKgoAB7e3ucC3vWFRQUUFBQgMlkQqvV4u/vX2Uyav2pJG7/8RAA1wwL4rUr+mNvV2Z76eHWsdoLMmDE7TBraZ2rKjGq+bj+633sOJ/WoPN6VGTV8QTu/eUIHX1c2fbYhGZ3c9hYkM/hNf8SfeIIiedDsZR51H7ijbcxZNbcJipd/dr0zWccXbeq6gU1Gjr07E2PUZfQc/Q43LwrHnbHZDJx+PBhdu7cSW5ubqn37OzsmDJlCu0HDmHSgbMUKCrv9gxmYaBvrcqfeD6Unct+JObE0eLXPNr60WvseHqOuoT9sfHcZ3LFw2Rg7cQRdHCuPJkqMarlSzh3hj9e+h9mkxH/kK5c9uDjtAmwDmdmyM8nIyGWtNho0mKiiTtzkpTICwlO36COjJm/kO4jreP4q4rCmo/f5czOrdg7OXH5w0/TedDQcttUVZVDq1ey7advQFXpOXocM+99uMqJtUXTUBWF+HNnCN29ndToKPIy0zHodDi6uKDRaMhOSS73mS5DhnPZg09U+JRRenwsfy99uVQv8yIB3XrSf/J0eoy6BCdXV1RVJT02mrizpzHo8jAZDGi0GsZes7jKsjfaJKJPPvkkb75Z+RiiZ86coVevXsV/x8fHM378eCZMmMBXX31V6Wdt3fELDg6+6AJWWRazmb/eeIGYE0dxdHFh+l0P0mNk3Wd83/7ztxz4Zzl2Dg4seP6NFjsOY3359uS3vHvoXXycfVh1xSo8HBs3kXY4+TA3rr0Re409/1zxD8EewVV/qAVqyEaVxChRU9/vjuLNtWfJN1oneOvRzp0RnX1wc7LH0U7LxF7+DGnicUVbqqOxWdzz82Hiswq4cXQnXpzbr6mLVC0So4RooXKT4d/74dxa698h42DeJ+DdscE2+dv+GJ5ecQJFhYk9/Xj3mkG0cXO8UJ6vp0JWNAQOgVvWlhpeprYkRjUfRZNj92znwbqHLm3Ubd/x40HWnUrmrgldeWJGr6o/0IT0ujz2Lv+VI2tXoVgsjLrqOsZes6ipi1WvUqMjSYuLISsxAQdnZ9x9fNFotBTkZKOqCm07huDXqTPObu41Wq+iKOh0OnQ6HWazGXd3d9zd3YuHdPk0JoUXwxNwt9Py68CuDPeq/ZMQCefOkJ2aQmD3Xnj6WW8ixuqNXHboHMlGM2O83fh1YFecqphEUGJU6xB9/CirPngLfW4O9o5OuHh6YjIY0OeW75Wv0Wjp0LsPg6dfRvcRY8pNNGkxm1j51stEHTsMQI9RlzDssitoE9ABRxcX9Hm57Fz2Iyc2rQOsT7JMuuUOGbu8BcvPziL+3BkMeXkU5Oaw+/efMZuMdOjVh1n3PVqu427EkQOsfn8pxoJ83LzbENizN+5tfAno3pOO/QZWesOxphotgZ6amkp6enqly3Tp0qV4ZuOEhAQmTJjAqFGj+O6779DWcMbW5nj3sqnodXn8vfQV4s6cBKxBZcS8+Xi29avV+k7v2MKaj94BYNb9j9F77Ph6K2tLZbKYuPKfK4nKiWJx78U8MeKJRtu2qqrcsu4WDiYf5OoeV/P86OcbbduNrSHPa4lRojbiMvN58d/TbDyTjK1fxCsHd+DJmb3w92wZY3I2tqg0HSfis7HTatBqIDPfxJnEHH7aG42iQgdvF/57YBxeLi2jB4nEKCFaMFWFwz/A2qfApAOtA/S+DIYtgc4NM071+lNJ3PfrEQxmBT8PJ966agATQ5zhu1mQdALadIYl68G9fp7ylBjVfGTnmxj26gZMFpUND11K90Z6ii0738Tw1zZiNCusvv8S+gY2/6e7ADKTEshJSaFj/4HNrsd8S2VWVOYfC2NPlg4XrYZv+nVmom/5c0lVVSwq2NdguMI0o5krjpznfL6BXm7O/D24G14OVQ/1KjGq9cjNSOO/D94uzkEVcWvjg2+HINoGh+DfuSudBw+rcmgfk0HPjl+/5+ja1ahqBZPuajRMuH4JQ2bNlRjRysSdPcXKN1/CkK/D3sGRYXOuYMCUmbi1acOeP39j71+/gaoS2LMPcx95Glcv7wYrS6Ml0GsiPj6eiRMnMnToUH766Sfs7Gp+9+hiD1hlKRYLO379vnjcOI1WS5chIwjo1gPf4E6EDByCvUPVCYqk8PP89vzjWEwmRsybz7jrbmzoorcYu+N3c8fGO7DT2PHPvH/o6NlwvZZK2hW/izs33omD1oH/rvyP9m7tG2W7TaG5nNcSo0RZWflGdoenczwuG7NFITFHz38nElFVaOvuyO93jKaLX816DrVma08m8c2uSPZHZlS4zNxBgbwwp++FHpktQHM5ryVGCVEH6eHwz/0QvfPCaz1mwsw3oU2net/cibhsHlx2hPBUHfaY+dPjXQaZjmJ2aUv+4v/wCOxRb8mA5nJeS4yyuuW7A2w+m8L9k7vz8NQejbLNH/ZE8dzfp+jV3oM1D4yTRNNFTmexcOvJKLZk5OKg0XBPR3/u6+SPm50dFlVlWVIGb0UkkWk2M9vPm4UBPoz1dq/0uIkuMHDdsQgiCgwEOjmwakh3AqsYuqVIczmvJUbVD0WxkBoViaoo2Ds64u7btsZPUpSUEhXBrmU/khwZji7zwjWEp58/k26+s97n/BPNR3pcDBu//oS40xduyLh4elGQkw3AwKkzmXjT7Q0+bE+zS6DHx8czYcIEOnXqxPfff18qWLVvX/3EoAQs26KPH2X/378Tc/J4qdfbBndi5r2P4B/SxebnFIuF0N3b2fbzt+gyM+gyZDjzHnu23CM2F7u7Nt7FzvidXNX9Kl4Y80KDb+90+mluXX8rucZcFvVexJMjnmzwbTal5nBeS4wS1XUsNovH/zxOaHIuHbxdWH7XGNp7SU/0j7eEsXRdKABaDQwM9sZeq0FRwdvFAR83R2b2b8+kXu2auKQ11xzOa4lRQtSTxONw8Gs48hMoZrB3sfZI73UZeAWB2QBuftC2O9QxCak3WXhrzVn6HnyKq7TbyFedWGB8lhNqF1wc7AjwcmZwxza8cHkfPJxrf3HYHM5riVEXrDgSx0PLjtHJ15Wtjzb8WOSqqjLrg52cSczhhTl9uGls5wbdnmgZjIrCg2dj+Ss5E4D2jg50cHYg0WAiwWAqt/woLzee6xbIEM/yQ74cztFx04lIUoxmOjg5sGxQV7q5Vr/t2xzOa4lRLYNRX4DZaMTZzR1tLW5wiJZHVVXCDuzhwN/LSQo/j6oq2Ds6MfW2e+hz6aRGKUOzS6B/99133HzzzTbfq8nmJGBVLjU6kojDB8iIjyXy6CEKcnPQ2tkT2MM65pe7jy9dh46gTWAQ4Qf3cXr7puLB/H2DOnLdy0txcm3cGeNbgqMpR7l+zfXYa+1Zc+WaBu0NHpoRypL1S8g2ZDPIbxCfT/0cVwfXBttec9AczmuJUaIm0vIMzP9sD5FpOrr7u/PHnaPxdm05Parrk6qqvLUulE+3WicLumlMCHeM70KAl0sTl6z+NIfzWmKUEPUs5Sz89yhE7bD9vnt78O8N2XFg1MG4h2FExRPNVWjzK7B9KQpaXvF8lpW6/mTojKUWGdzRm+9vGYFnLZPozeG8lhh1Qb7RzPBXNqIzWvjjztEMD/Fp0O2diMtmzkc7cbTXsv/pyRdte0SUp6oqa9OyeTYsnjj9haS5t70dD3ZqxzAvN35PyuD3pAz0ivU8nejjwZIgP0Z5uWFWVT6JSeHj2BQsKvRxc+aXgV1p71SzWNUczmuJUUI0f/q8PBLDQvEN6ljroalro9kl0OuLBKzqy8/OYsOXHxN2YE+ly7l4ejF01lwGTb8MJ9fWnaiti5vX3szB5IMNOhb6lpgtPLXzKXQmHQPaDuDzqZ/j7tj6h4doTed1a6qLqFxcZj5Xf7qHpBw9Qzu14edbR+LscPH1lPhxTxTP/n0KgKdm9uKO8V2buET1rzWd162pLkLUmapC7H44+y+c3wCmfOsY6TnxYNaXX37qyzD2/uqvf+d7sLFwDpvL/g+G3QJYe6YnZes5l5zLY38eJ7vAxMAgLz6/fhjtvZzRmyx8uT0CRYUHpnSvcjOt6bxuLXV57I9j/HEojgXDgnnz6gENuq3/rTjBz/timDsokPevHdyg2xItU4FFYUtGDhrAy96e/h4ueNhfaLPG6428FZnE70kZVJQImufvzVs9g/G0v7iHPWlNdRFCWEkCXQDWu6nxoafRZWYCKimR4Zw/sJeclCQ6DRhMj1GX0GPUWBycZPiBquxO2M0dG+7A2c6ZtVetxdfFt97Wraoqnx3/jE+OfgLAEP8hfDj5QzwdL45jvDWd162pLqJq55JzufrT3eTozUzp3Y7PFg/B3u7iGQLrXHIucz7cicGs8MSMXtw1ofUlz6F1ndetqS5CNBiTHuIOQGYUeAdD5HbY8Y71vWmvwph7q17Hvi9gzWPW/5/8vLUHuw2nE3JY9NVeMvNNuDjYcd2Ijqw/nURcZgGOdlo2PzqeoDaVd3BpTed1a6nLvoh0FnyxF3cnew78bwoujg1zgz3faGbkq5vINZj55baRjOnatkG2Iy4OUQUGvo1L49ekdHLM1kkdA5wceKV7B2b7edd6va3lvIbWVRchhFVdzuuqp1EWLYZGoyGoV9/iv3uOHse4hTc1XYFasNEBo+nn24+T6Sf5367/8dGkj7DX1v10MVgMPLvzWdZErQHgul7X8diwx3Cwa9iJEoQQddejnQdf3TicxV/vY+OZZB747SjvLhiIUy1657Q0epOF+389gsGsML6HH3dcanuuDSGEaHEcnKHzOOs/gC4TwM4Rtr4O658Bv57QfWrFn9/xLmx60fr/lz5WYfIcoE+gJ3/cOZonlp/gUHQm3+yKBKC9pzNPz+5NB+/WMxzWxWR4iA/BPi7EZhSw7lQS8wZ3aJDtrDgST67BTCdfV0Z1rr/OPeLiFOLixIvdO/Bct0AMiooWcNRq0MqktEIIYdPF03VOiBrQaDQ8N/o5nO2c2RW/i3cOvlPndabmp7Jk3RLWRK3BXmPPi2Ne5OmRT0vyXIgWZERnHz66bjAOdhpWn0hkyXcHyTOYm7pYDe7NtWc5m5SLr5sjb88fiFYrF1dCiFZswpOFQ7CosHwJpIeXX0ZVYcNzF5Ln4x6Bif+rctXd/D34887RvH/tIAZ39Ob+Sd3Y/Oh4Lh8Y2OATUIqGodVquGpIEAB/HoprkG0oisrXO6w3XG4cHSK/w6Le2Gk0uNppcbbTSvJcCCEqIQl0ISrQ27c3r417DYCfzvzEj6d/rPW69ifuZ/6/8zmWegwPRw8+n/o5V3a/sr6KKoRoRNP6tuebm4bj6mjHzrA07vzxEIrSbEdDq7Pt51L5dlcUAEvnD8DPw6lpCySEEI1hxpsQNAL02fDbQshJuPCe2Qgr74Jd71v/nvYKTH4Oqpl80mg0zB3UgRV3j+XhaT1xdZSHglu6q4YEodHAzrA0wlLy6n39m8+mEJGmw8PZnmuGB9f7+oUQQghROUmgC1GJqZ2mcs+gewB468BbvHPwHRRVqfbno7KjeHHPi9y24TbS9el0b9OdX2b9woiAEQ1VZCFEIxjX3Y9fbhuFi4M1if7DnqimLlKDyNAZeeSPYwDcMLoTk3q1a+ISCSFEI7F3hGt+APf2kHoWvpgA4VsgfDP8cg0c+xU0djD3YxhzX1OXVjSxYB9XpvS2/kZ+vTOi3tf/5Q7rOheO7Ii7k9xwEUIIIRqbJNCFqMIdA+7gvsHWC6PvTn3HE9ufwKSYKlxeURV2J+zm/s33c/nKy/nz3J8oqsLcrnP5edbPhHiFNFLJhRANaVCwN0/N6gXAG2vPEpFa/z3OmpKqqjy5/DipuQa6+bvz9KzeTV0kIYRoXJ4BsGQd+PeBvGT4cR78eAVEbAEHV1i4DAYvbupSimbi9sL5QZYfjic111Bv6z0Rl82+yAzstRpuGhNSb+sVQgghRPVJAl2IKmg0Gm4fcDuvXfIa9lp71kat5eGtD2O0GEstF5MTw6dHP+WyFZdxx4Y72BK7BRWV8UHj+W7Gd7xyySu42MvkUEK0JotHdmJc97boTQoPLjtKrr7im2stze8HY1l/OhkHOw3vLRiEs0PrnyxVCCHKaRMCS9ZDn3mgtQefrtD3SrhlbeWTi4qLzrBObRgU7I3RrNTrk2nfFk42O2dgIAFeci0hhBBCNAV5/kuIaprTdQ7eTt48tPUhtsZu5YY1NzDQbyAqKnsT9xKZHVm8rLuDO5d3vZwFvRbQxatL0xVaCNGgtFoNb109gBnv7eB4XDaLv9rHdzePoI2bI4qitthJvqLSdLz472kAHp3Wk34dvJq4REII0YScPOCa70GxgFZuJgrbNBoNd1zahbt+PsyPe6O5c3xX3Oo43EqGzsiq44kA0vtcCCGEaEKSQBeiBsYFjePjyR9z3+b7OJV+ilPpp4rfs9PYMSpgFLO7zGZyx8m4Org2YUmFEI0lwMuFn5aM5MZv93MsLpsp724DIDPfyPAQHy4fFMicgYF4Ojs0cUmrx2Sx9qbPN1oY1cWHW8fJTUAhhAAkeS6qNK1ve0J8XYlKz2fpulBeuLxvndb3+8FYjBaFAUFeDAz2rp9CCiGEEKLGJIEuRA2NDBjJH3P+YEfcDtL16ejNegb7D2ZU4Cg8HT2bunhCiCbQP8iL3+8YxeKv9pOUoy9+fV9kBvsiM3hv43neuLI/k3s3/0k4/2/DOY7GZuHhbM871wzCroX2ohdCCCEam51Ww0tz+3HDN/v5bncU0/u2Z3RX31qty6Ko/LQ3GoDFozrVZzGFEEIIUUOSQBeiFjp5dqJTH2nICiEu6ObvwfqHL+VwdCZ+Hk64ONix4XQyv+6PISo9nyXfH2RyL39GdPahf5AXw0N8cLBrXlOR7DyfxqfbwgF448oBdPCWsVaFEEKImri0hx8LR3bkl30xPPbnMdY+eCnutRjKZdu5FOIyC/BycWDOgMAGKKkQQgghqksS6EIIIUQ98XR2YEJP/+K/7xjvzo1jQnhnfShf7Yxk09kUNp1NAcDb1YHJvdrh4+aAokJyjp6YjHyMZgU/Dye6+rlz76RutHV3apSyp+YaeOj3o6gqXDeiI7MHBDTKdoUQQojW5ulZvdkWmkpcZgG3/3CQL28YVqPx0BVF5bNtEQDMHxqEi6MMHySEEEI0JUmgCyGEEA3I2cGO/83uw9xBHdh2LpXTCTnsjUgnXWdk+eE4m585m5TLjvNpbDuXyg+3jCDYp2HnVLAoKg8tO0pqroEe7dx57rI+Dbo9IYQQojVzd7Lng+sGc8PX+9gdns6ir/bx3c3D8XZ1rNbnf94fw/7IDJwdtNwok4cKIYQQTU4S6EIIIUQj6NfBi34dvABrwnpfZDq7wtIwW1TQQFs3Jzr6uuLsYEdyjp73N54nMk3HVZ/u5udbR9K9nUeDle3jLWHsDEvDxcGOjxcOkZ5uQgghRB0N7dSGn28bxU3f7udobBYT397Kkks6s2hkJ9q4WRPpqqoSm1HAtnMpHIjKpIufG5d0a8vr/50B4PHpvRr8JroQQgghqiYJdCGEEKKR2Wk1jOnaljFd21a4zKXd/bjhm32cS87jjp8Osfq+cQ2S2N5wOpn3Np4D4JV5/Ro0US+EEEJcTAYFe7Ps9tHc9dMhItJ0vL3+HG+vP0eAlzNtXB2Jycgnz2Au9Zn3Np4HYESIDzdJ73MhhBCiWWhes5cJIYQQAoD2Xs78dvto/D2ciEjV8Vphb7T6YrIovLHmLLf9cBBFhWuGBXHV0KB63YYQQghxsevZ3oMND4/n/WsH0au99SZ1Yrae04k55BnM2Gs1jOjsw/2TujGisw8Abo52LJ0/AK1W05RFF0IIIUQh6YEuhBBCNFM+bo68c81Arv96Pz/ujSYz38jh6EyMFoWZ/QKY2a89bk726Ixmdp5PY1dYGu08nbljfBeGdvIpta7sfBOuTnY42GnZfi6V19ec5UxiDgCLR3XkWRn3XAghhGgQdloNcwd1YO6gDmQXmDifnEtWvomQtq4E+7jiZH/hCbOoNB2O9loCvV2asMRCCCGEKEkS6EIIIUQzNq67H7eM7cw3uyJZdTyx+PUf90bz495oG5/IZv3pZHq19yDYxxUHOw3HYrOJzypAqwFfdydScw0AeDrb8+ZVA5jZP6CRaiOEEEJc3LxcHBgW4lPh+yFt3RqxNEIIIYSoDkmgCyGEEM3c4zN6YlEUNBoNE3r6odFoWHkknoPRGSiKtWfbwGBvxvfw42BUBssPx3E2KZezSbml1qOokJprwMFOw/WjQrh3Ujd8CicyE0IIIYQQQgghRHmSQBdCCCGaOWcHO16c26/Ua+N7+Nlc9uqhQTw0tQdHYrJIyzNQYLTQJ9CTAUFeFBgtxGYWENzGBX9P58YouhBCCCGEEEII0aJJAl0IIYRoZdp5OjOjX/tyr3s4O0jiXAghhBBCCCGEqAFtUxdACCGEEEIIIYQQQgghhGiOJIEuhBBCCCGEEEIIIYQQQtggCXQhhBBCCCGEEEIIIYQQwgZJoAshhBBCCCGEEEIIIYQQNkgCXQghhBBCCCGEEEIIIYSwQRLoQgghhBBCCCGEEEIIIYQNkkAXQgghhBBCCCGEEEIIIWyQBLoQQgghhBBCCCGEEEIIYYMk0IUQQgghhBBCCCGEEEIIGySBLoQQQgghhBBCCCGEEELYIAl0IYQQQgghhBBCCCGEEMKGBk+gGwwGBg0ahEaj4ejRow29OSGEqBGJUUKI5kxilBCiOZMYJYRoziRGCSHqS4Mn0B9//HECAwMbejNCCFErEqOEEM2ZxCghRHMmMUoI0ZxJjBJC1JcGTaCvWbOG9evX8/bbbzfkZoQQolYkRgkhmjOJUUKI5kxilBCiOZMYJYSoT/YNteLk5GRuu+02Vq5ciaura7U+YzAYMBgMxX/n5OQ0VPGEEBc5iVFCiOZMYpQQojmTGCWEaM4kRgkh6luD9EBXVZWbbrqJO++8k2HDhlX7c6+//jpeXl7F/4KDgxuieEKIi5zEKCFEcyYxSgjRnEmMEkI0ZxKjhBANoUYJ9CeffBKNRlPpv7Nnz/Lhhx+Sm5vLU089VaPCPPXUU2RnZxf/i42NrdHnhRAXN4lRQojmTGKUEKI5kxglhGjOJEYJIZqSRlVVtboLp6amkp6eXukyXbp04ZprruHff/9Fo9EUv26xWLCzs2PRokV8//331dpeTk4OXl5eZGdn4+npWd1iCiGasYY8ryVGCSHqSmKUEKI5kxglhGjOJEYJIZqzupzXNUqgV1dMTEyp8aISEhKYPn06f/75JyNHjiQoKKha65GAJUTr0xzOa4lRQoiKNIfzWmKUEKIizeG8lhglhKhIczivJUYJISpSl/O6QSYR7dixY6m/3d3dAejatWu1g5UQQjQUiVFCiOZMYpQQojmTGCWEaM4kRgkhGkKDTCIqhBBCCCGEEEIIIYQQQrR0DdIDvayQkBAaYKQYIYSoFxKjhBDNmcQoIURzJjFKCNGcSYwSQtQH6YEuhBBCCCGEEEIIIYQQQtggCXQhhBBCCCGEEEIIIYQQwgZJoAshhBBCCCGEEEIIIYQQNkgCXQghhBBCCCGEEEIIIYSwQRLoQgghhBBCCCGEEEIIIYQNkkAXQgghhBBCCCGEEEIIIWyQBLoQQgghhBBCCCGEEEIIYYMk0IUQQgghhBBCCCGEEEIIGySBLoQQQgghhBBCCCGEEELYIAl0IYQQQgghhBBCCCGEEMIGSaALIYQQQgghhBBCCCGEEDZIAl0IIYQQQgghhBBCCCGEsMG+qQtQGVVVAcjJyWnikggh6kvR+Vx0frdkEqOEaH0kRgkhmjOJUUKI5kxilBCiOatLjGrWCfTc3FwAgoODm7gkQoj6lpubi5eXV1MXo04kRgnRekmMEkI0ZxKjhBDNmcQoIURzVpsYpVGb8a1BRVFISEjAw8MDjUZT6bI5OTkEBwcTGxuLp6dnI5WwcbX2Orb2+kHrr2N16qeqKrm5uQQGBqLVtuxRpCRGldba69ja6wetv44SoyrW2vc9tP46tvb6Qeuvo8SoirX2fQ+tv46tvX7Q+usoMapirX3fQ+uvY2uvH7T+OjZ0jGrWPdC1Wi1BQUE1+oynp2erPBBKau11bO31g9Zfx6rq19J7IxSRGGVba69ja68ftP46SoyqWGvf99D669ja6wetv44SoyrW2vc9tP46tvb6Qeuvo8SoirX2fQ+tv46tvX7Q+uvYUDGqZd8SFEIIIYQQQgghhBBCCCEaiCTQhRBCCCGEEEIIIYQQQggbWk0C3cnJieeffx4nJ6emLkqDae11bO31g9Zfx9Zev7q4GL6b1l7H1l4/aP11bO31q4uL4btp7XVs7fWD1l/H1l6/urgYvpvWXsfWXj9o/XVs7fWri4vhu2ntdWzt9YPWX8eGrl+znkRUCCGEEEIIIYQQQgghhGgqraYHuhBCCCGEEEIIIYQQQghRnySBLoQQQgghhBBCCCGEEELYIAl0IYQQQgghhBBCCCGEEMIGSaALIYQQQgghhBBCCCGEEDa0mgT6xx9/TEhICM7OzowcOZL9+/c3dZFq5fXXX2f48OF4eHjg7+/PvHnzCA0NLbXMhAkT0Gg0pf7deeedTVTimnvhhRfKlb9Xr17F7+v1eu655x58fX1xd3fnqquuIjk5uQlLXDMhISHl6qfRaLjnnnuAlrn/tm/fzpw5cwgMDESj0bBy5cpS76uqynPPPUdAQAAuLi5MmTKF8+fPl1omIyODRYsW4enpibe3N0uWLCEvL68Ra9G0JEY172O8JIlRLW//SYyqO4lRzfsYL0liVMvbfxKj6k5iVPM+xkuSGNXy9p/EqLqTGNW8j/GSJEa1vP3XXGJUq0igL1u2jIcffpjnn3+ew4cPM3DgQKZPn05KSkpTF63Gtm3bxj333MPevXvZsGEDJpOJadOmodPpSi132223kZiYWPzvrbfeaqIS107fvn1LlX/nzp3F7z300EP8+++//PHHH2zbto2EhASuvPLKJixtzRw4cKBU3TZs2ADA/Pnzi5dpaftPp9MxcOBAPv74Y5vvv/XWW3zwwQd89tln7Nu3Dzc3N6ZPn45ery9eZtGiRZw6dYoNGzawatUqtm/fzu23395YVWhSEqOa/zFelsSolrX/JEbVjcSo5n+MlyUxqmXtP4lRdSMxqvkf42VJjGpZ+09iVN1IjGr+x3hZEqNa1v5rNjFKbQVGjBih3nPPPcV/WywWNTAwUH399debsFT1IyUlRQXUbdu2Fb82fvx49YEHHmi6QtXR888/rw4cONDme1lZWaqDg4P6xx9/FL925swZFVD37NnTSCWsXw888IDatWtXVVEUVVVb/v4D1BUrVhT/rSiK2r59e3Xp0qXFr2VlZalOTk7qr7/+qqqqqp4+fVoF1AMHDhQvs2bNGlWj0ajx8fGNVvamIjGqZZEY1bL3n8SompMY1bJIjGrZ+09iVM1JjGpZJEa17P0nMarmJEa1LBKjWvb+a8oY1eJ7oBuNRg4dOsSUKVOKX9NqtUyZMoU9e/Y0YcnqR3Z2NgA+Pj6lXv/5559p27Yt/fr146mnniI/P78pildr58+fJzAwkC5durBo0SJiYmIAOHToECaTqdT+7NWrFx07dmyR+9NoNPLTTz9xyy23oNFoil9v6fuvpMjISJKSkkrtMy8vL0aOHFm8z/bs2YO3tzfDhg0rXmbKlClotVr27dvX6GVuTBKjWuYxLjGqZe+/kiRGVU5iVMs8xiVGtez9V5LEqMpJjGqZx7jEqJa9/0qSGFU5iVEt8xiXGNWy919JjRmj7Ouv2E0jLS0Ni8VCu3btSr3erl07zp4920Slqh+KovDggw8yduxY+vXrV/z6woUL6dSpE4GBgRw/fpwnnniC0NBQ/vrrryYsbfWNHDmS7777jp49e5KYmMiLL77IuHHjOHnyJElJSTg6OuLt7V3qM+3atSMpKalpClwHK1euJCsri5tuuqn4tZa+/8oq2i+2zsGi95KSkvD39y/1vr29PT4+Pi1yv9aExKiWd4xLjGrZ+68siVGVkxjV8o5xiVEte/+VJTGqchKjWt4xLjGqZe+/siRGVU5iVMs7xiVGtez9V1ZjxqgWn0Bvze655x5OnjxZajwmoNQ4Pf379ycgIIDJkycTHh5O165dG7uYNTZz5szi/x8wYAAjR46kU6dO/P7777i4uDRhyerf119/zcyZMwkMDCx+raXvPyGKSIxq+SRGidZMYlTLJzFKtGYSo1o+iVGiNZMY1fJJjKpfLX4Il7Zt22JnZ1duVtzk5GTat2/fRKWqu3vvvZdVq1axZcsWgoKCKl125MiRAISFhTVG0eqdt7c3PXr0ICwsjPbt22M0GsnKyiq1TEvcn9HR0WzcuJFbb7210uVa+v4r2i+VnYPt27cvN4mK2WwmIyOjxe3XmpIY1fKPcYlRLXv/SYyqnMSoln+MS4xq2ftPYlTlJEa1/GNcYlTL3n8SoyonMarlH+MSo1r2/mvMGNXiE+iOjo4MHTqUTZs2Fb+mKAqbNm1i9OjRTViy2lFVlXvvvZcVK1awefNmOnfuXOVnjh49CkBAQEADl65h5OXlER4eTkBAAEOHDsXBwaHU/gwNDSUmJqbF7c9vv/0Wf39/Zs+eXelyLX3/de7cmfbt25faZzk5Oezbt694n40ePZqsrCwOHTpUvMzmzZtRFKU4YLdWEqNa/jEuMeoo0HL3n8SoykmMavnHuMSoo0DL3X8SoyonMarlH+MSo44CLXf/SYyqnMSoln+MS4w6CrTc/deoMapO0582E7/99pvq5OSkfvfdd+rp06fV22+/XfX29laTkpKaumg1dtddd6leXl7q1q1b1cTExOJ/+fn5qqqqalhYmPrSSy+pBw8eVCMjI9W///5b7dKli3rppZc2ccmr75FHHlG3bt2qRkZGqrt27VKnTJmitm3bVk1JSVFVVVXvvPNOtWPHjurmzZvVgwcPqqNHj1ZHjx7dxKWuGYvFonbs2FF94oknSr3eUvdfbm6ueuTIEfXIkSMqoL777rvqkSNH1OjoaFVVVfWNN95Qvb291b///ls9fvy4OnfuXLVz585qQUFB8TpmzJihDh48WN23b5+6c+dOtXv37up1113XVFVqVBKjmv8xXpLEqJa3/yRG1Y3EqOZ/jJckMarl7T+JUXUjMar5H+MlSYxqeftPYlTdSIxq/sd4SRKjWt7+ay4xqlUk0FVVVT/88EO1Y8eOqqOjozpixAh17969TV2kWgFs/vv2229VVVXVmJgY9dJLL1V9fHxUJycntVu3bupjjz2mZmdnN23Ba2DBggVqQECA6ujoqHbo0EFdsGCBGhYWVvx+QUGBevfdd6tt2rRRXV1d1SuuuEJNTExswhLX3Lp161RADQ0NLfV6S91/W7ZssXlc3njjjaqqqqqiKOqzzz6rtmvXTnVyclInT55cru7p6enqddddp7q7u6uenp7qzTffrObm5jZBbZqGxKjmfYyXJDGq5e0/iVF1JzGqeR/jJUmMann7T2JU3UmMat7HeEkSo1re/pMYVXcSo5r3MV6SxKiWt/+aS4zSqKqqVr+/uhBCCCGEEEIIIYQQQghxcWjxY6ALIYQQQgghhBBCCCGEEA1BEuhCCCGEEEIIIYQQQgghhA2SQBdCCCGEEEIIIYQQQgghbJAEuhBCCCGEEEIIIYQQQghhgyTQhRBCCCGEEEIIIYQQQggbJIEuhBBCCCGEEEIIIYQQQtggCXQhhBBCCCGEEEIIIYQQwgZJoAshhBBCCCGEEEIIIYQQNkgCXQghhBBCCCGEEEIIIYSwQRLoQgghhBBCCCGEEEIIIYQNkkAXQgghhBBCCCGEEEIIIWyQBLoQQgghhBBCCCGEEEIIYYMk0IUQQgghhBBCCCGEEEIIGySBLoQQQgghhBBCCCGEEELYIAl0IYQQQgghhBBCCCGEEMIGSaALIYQQQgghhBBCCCGEEDbYN3UBKqMoCgkJCXh4eKDRaJq6OEKIeqCqKrm5uQQGBqLVtux7eBKjhGh9JEYJIZoziVFCiOZMYpQQojmrS4xq1gn0hIQEgoODm7oYQogGEBsbS1BQUFMXo04kRgnRekmMEkI0ZxKjhBDNmcQoIURzVpsY1awT6B4eHoC1Yp6enk1cGiFEfcjJySE4OLj4/G7JJEYJ0fpIjBJCNGcSo4QQzZnEKCFEc1aXGNWsE+hFj8l4enpKwBKilWkNj8FJjBKi9ZIYJYRoziRGCSGaM4lRQojmrDYxqmUPSiWEEEIIIYQQQgghhBBCNBBJoAshhBBCCCGEEEIIIYQQNkgCXQghhBBCCCGEEEIIIYSwQRLoQgghhBBCCCGEEEIIIYQNkkAXQgghhBBCCCGEEEIIIWyQBHodFRTEoKqWKpaJRVHM1Vqf0ZiOyZRd6TImU6b1n8VEfF58qff0+gQsFgMUZIEuDUUxUVAQi6qqGKOjURWlcJkCm+vODtuDYilRVkMu5Cahqhby86MrLZeqKuTnR1nrERuLajZDXgroK68PujRreSuTn2H9Z4Nen4CiGC68YDFBZlSlq7OY9GRH7LP9Xp4OU0qKzTqbklNQdLpK120wpGI256IUFGBKSkJRFWJyYlBVtdyyisGAKSEBVVWJzom2vYzRiCm+9H5OyEvAaDFiycrCnJlZ/LqqqhijolBVlSRdEgaLAUtODub0dJtl1Z+PxZyTR54xj7SCNJvLVFbn7Ih9KGZjhd+FaL0UxUBBQbzN9/Q6E/o8U63XbUpKQimwHaPOZERgUSyYkpNR8vNtLmOMiUG1VB6XowsMmJXy55staUYz2SYzBouBxLzEan1GURTyj55HURTIigWTvtwyJeNy8ef0Ziy5RvRGA/tCT1e6DbPJTOSx0FKvWXIMKAYLebl5xMZVXtaiGKUqKua0gkpjVKXrsRGjYvVGDCXqpZoVzBnlvwOAtIJMEvKSUU0mjHFxNpfJNVtIMZQ+pvakRmG0lP9ttagqUQUXfhP0Zj37EvdxNOVopfUQ9S82JxaLYik+LiuTkqsnz1C9tlIRRVGJStOVOnbLtqMURSH7/C7ruVioqB1VRFVV8vMjS63HZMrBaEwvs0wUqnphPRe2YaagIKbUa3pDEhaL7RhVlsWSj96QVK1lq8NWfSpT3HasBrM5F4MxDbNiJjY3tvR6DEml2peqain3vRgMyWRm7icpbTvxWSdLvReaGYnRcuE8zzNkEJtxvNQy1ja1ifSCdHKMOcWvK4rC+ZTS+7m4XKY8otMPl1lPDJmZ+8nM3I/RmFHcpq7suyvZpo7JiUEpcSyYzbkYDKnlPlNUZ7O58rajaDy2jt3qtO8rY4yLs1731JEpPh7V2LLa1ea0NCy5uTbfM8bFoZrKtwdLXq8Uryczs9Q1jS2W7GzMGReuB221o4rfM5ut16OqSmS+AcXGOa1aLBhjSseoyo6F4uvbQkXtqJKKYpQ5PR1LTg6qScGcZbv9Y87MxJKVVWF9bSmus6pWK3ZHZseRZ6zZsV22HSUal1lRiS7z/UfFh5KdazsXUh05kQew2LgWsSUtIZzM1NhKr/UyTWYyTDWLebbORUteHua00jmI/Pxom22t2jIY0zCbqxej9BaFOH3lMVg1K5gzbX+XJlN2ubZj0flaHZZsA4rxQnu5ZIyyfi/Va1MXMefkoT8fW/WCZRQUxKEoNfstsnWtZ0pMRDFUHksqu+5vjiSBXgcZGbvYvWciYWFvVrhMVtZBdu+ZwLnzL1W5PkUxsnffDPbvv6zCoKGqFvbtm83efTN5dufTzFg+g9AMawIlPz+aXbsv5eTJe+HzS+GjYYSe+R+790wgYc0nhE+fQeK3/8fuPRM4fvzOcuuO3riUgzGLOfXHDRde/O4yeH8QYaEvs2fvJNLTt1VY/sjID9izdzKxuz8mfOo0kl95GT4cCl9Pq7jSZgN8NNxa3ooCi8UMn4yCT0aDUjpY5OdHWut86sELL/77ALw/EOJLXyyVdGzZFRyMWkjS3h/LvRd9/fWET5/BudNFdd5hLUZWFuHTphF98y0VV8ecx569kzl0aAGxd91N2JSp/LDtPWavmM26qHXllo+//wHCJk/hty0fcNmKy/g7/O9yyyQ89jhhk6dgCA8HICI7gunLp/PktieImHcFEZfNKQ782StWEj5jJpGfvcf05dN5eOvDRM6fT/jMWSj60gFNH55A6pfhJD6/mhvW3sCsv2ahM5VuYJkzMwmfOpWYJbeWL/uOzzkYtZDjy66p8PsQrdfJUw+ye8+l5OdHlnpdUVR+e2kfv760D8VS88aPKSmJsMlTiLvn3nLv/Ra+lYnHcnjmwF+ET5lKzG23l1smb8dOwqdNJ+Xddyvcxu7MPEbuPcNzYbYbhSUZFIVL959h6sFzPLLtUaYvn05MTkyVn0v7dDUZvyWR+s6v8F5/WL6k3DI5//xD+PQZZHz7bfFrKR8fJentg9z19zLmJhj5bdemCrex+p6n0S+Yx55lqwFQ8k0kvnWQ1K9OcMWqbYw5HUtKqu0bY0BxjMpadYaktw9ScLz8skUxqqLENpSPUed1eobvOc09py/cgMxcfp6ktw5gjM8r9/mp+w4y7kAYEa+/RPiUqeQfPlJumcsPn2f0vjPkma2/AUvP7OSKk1lcu++/csu+EZHIqL1n2JBmTaKm5qdy6/pbuWPDHRXWQdS/rbFbmbViFl/u+4zEtw6Q9vWJCpfN0ZuYsHQr13y2p0bb+HJHBBPe3sqKI9Zz2VY76vzKBzkYewPh/z4OlG5HFXVuSEz8gz17pxAb913hMir7D1zOnr3TipMTycn/smfvZKKjvyhXjvNhr7B7z0QyM/cCYDSmsXv3RI4cvbla9Thy9GZ2756A0Vjx+VoTsXHfsWfvFBIT/6hy2aJ21KnTD1Zr3QcOXsnevVN4a98rzPprFoeSDwHWzgO7d0/g6LELbaSwsDfZvWci6Rk7ATCZsti9ZyKHj1zHqeM3c+LQXFJzrb8ha2L2Mv5oNg8f+qf483/vmMqZI1cQl2lNtGdnH2b3ngmcPvssl6+8nGtXXVu87IqDdxNz8gb+O/5MuTL/uWMmYcfmczZxCwA6XXhxOQ4fuY69+2bwwq5nmbF8BofDPrIeC7HflFtP6LkX2L1nAuvPfsrsFbP56sRXxe8dOrSAPXsnYzaXjnFGYwa790zg6NEbq/X9iob3zsF3mPXXLPYmWs/Xytq61ZF/6BDhU6aS9OqrdSqX4fx5wiZPIeHJJ+u0nsak6HSEz5hJ1HXXlXuv4PhxwqdMJfHFF8u9l/njj4TPmEnWn38C1mR3xOWXEzl3XoUdIFRVJfKKK4mYfRlK4U0GW+2oIkmvvkr41Gks33uY0fvO8H9RyeWWSVn6NuHTppO3cxdQ+bWebu8+6/Xtm28Vv1bUjjIlpwAXYlTomWcJnzWbyPnzSf/5DElvHiiXWFJNJiIum0PEvCts3gCoSPbKv63X9D+9x67d4zlx8p4Kl43JTeCSw0lctW9jtdcP5dtRonG9GB7PyL1n2JlpTfompsbw+6MP895T1WtTlJW072cORF7LsWVXVLmssSCfiMvmcPqymZw4+YDNaz2LqjJxfygT9p+tdmckgJUpWYzed4aPY1KKX4u69lrCp88ovmmVmrqePXsnERn5QbXXWxmzWceePZM5cPDqcu/ZilF3nI5i+J7TROZXnPTN+D2UpDcPYEoqnTexth3nsHffjOLkc86//1pj1Dfl2xRlWXKN1vbyt6eKXyuKUXHbP2HP3kmEhS4tvtarjsTnV5P6ZTj68KqveYvk5p5m957xnDn7VLU/A+Wv9YxxcYRNnkL8/Q9U+BlTcgphU6YSe9fdNdpWU5IEeh3o8q3JgrJBpaSi9ypbpojJnIPJlIHekICi2O69abHkYzAmYzSmEp8bAUBMrjWZU1AQDajkF0RBVjQUZJKvC7OWNdV6Iuann7X2rC4oX568zDPW9ZhKJErSzoO5gPzcc1XWQ5dvLU9emrXXpDEiDAw5kB5WcaXz06Egw1pepYI7acZcyEuGvCQocwfd2uNdLV2uou1lRFS4Wb3GGrjzUk+Ve88YEYFaUIAup7DOBVGANbGnGgwYo6IqXK/BkILFoiO/IBJjZCSYzWRGWm9wROWU/5whKhJUlewI6zLROeV7+RsjrXUzRlv3c3S2dZmEjCjMSUlY0tOx5BUGqsKy5USEWnu+Z0Vhio5BycnBUqZXhyEsDo3WDhU3IrMjKTAXkJpfuveUKT4B1Wi0Wee8NOt3p1er1yNXtC4XYltUqddNBgu6bCP5OUaM+urdHS/JGBMDFovNY+5crrW3YWSBxdpb2cYyxkjreW+MqviJmfAC60VMRCWNoyIZJjMZJgsxeiNR2TGoqOV6rtliTrH2PDWn5gMqpIeXW8ZQWP6ieqiqijm1ANVgIcne3VrGzIoTanbx1piQfd5aZ3OWAcwK5tQCojy9MTk4Eh1fca/WohhlirdeIJnTyt/9L4pRppiKbxoUlb8oRkUU9pop+f2aCtdtTi+9DbNiJlH1Q4cbSZmJhespv+/C8w3oLArJRutv4+lca5njDOUvOsMLt1tUDmNhI9bRzrHCOoj6F5UdBUB2SjqYVZvHV5HkbD35RguRaTXrJReRal2+6HO22lH5hW0Tnc56DpZsR1ksusJlSsczVTWj18diNmdhNmeVXsZG+ylfV/rzen0CqmqsVtuvqIyqakKvr/xpj+qqSdvTZjuqAtbe2RGYzbkk55wHKL6hqNfHoaqmUuspahcW7YOiJwY1GjssKjhoICHLehEYmmtto0Qb7Io/76bmYldimaJ15+rCyDHmEJsbW9wLXF9gjRt5uvKx1tFi7bWXmHWs1Hq0WicATKZ0EnKtn0vPPV1qmdLflfW1tBxr+6dkm02XH4HFosNoLN2O0uvjURRjcVtSNL2i9njRsWtKqLitWx3F7fRafr5IUZvAUMf1NCZzejpKXp7NNpexTBunJEPhd2Yq/L1XdDosqWmYU1Iq7ImoFj4RZ8nMRMmxtgfLtqNsbT8sIwu40CYotUzxNZZ12cqu9Yrbl9FRJV4rakdZr52LYp4uNwwlOxtTdAym1HxQy7d/LLm5WNLTMRdus7qMEYXbSDsLKJXG7vPZCViwJ87sWe31Q/l2lGhcRd9/0X8j485gp2hwyK7d0715ydbfvqL8R2Wy0uPwyFfxybYUt5vKXuvpLApJRhMpRjN5VTzxW9L5fOv1V3iJ6wNjRCSKTlf8tLxOV9RuqF77qSrWtl4eBTZ+g23F7vB8AypU+gSGOdX2NY2iGNDr4zGZMjCZC2NURNF1afntl1tvhh4spdvLRWXMy7B2JNDlRBRf61WPOxqtHYbw6rcv84vbblWXuaSy13rG6GhQlErrboqLBbO5zr+fjUkS6HWgFl6cKWrFwazo7pOqVv2Ii1riMQlVtf3IRMlHKZTCZcyFPaiK3lNKPMpVNLRJ8XuFn7GVoC/avqopEQgtxlLvVVZXtfC94vWYCsuqmCvpXW60/f8llRwipMxQOEX1KfX9mg2Vr48LdVRsPPZW1Ju7uB6F31XRI5WVPaJZ9B0oignFWPjdF34PJlvfeeG2ipY1WSpepui/pjLlsbWMYiz935LvFf9ttNZDo9EWH0PmMt9v0T609filUnRsUPMkqWj5KoptirnEcCSW6vdKKFL2WC7JWBhHTKqmwmUufL7i899Y2FvCWI3H6YwlelYYC3sI2TqXy5WjqO7F/y1fnuKYUnSelvi+zBq7Utu0RVMYi5Syn7comOysnzdVFq+KY5pSWGYbj0BXsj/Kr8dUWOai/VTi+y06LsocE/oS8d1cOBxa0XqK16+qxfuqeN8Vfi/mwmOhpLLLFu0vB61DhXUQ9a/oxkXRPlcriQfGwmPPVMOnVoqWL/q8rXaUirnw76K20oXjq7htpJRp65Rsa5Vp66k2zv+i9y60sYriY/UudpVqtLFqojrt0+JtV9IuLLfeEuuzqKXbJBe+yxLtDqX0d1ZUHien9mRZrJcgJov1gtpY2InCxIVzWquxHjPmwmFhyu4vuNBusbV/i2gojBeKvlQ5PD0HoimMtUqJ9lvJv0vVv0wdi9psqqqWaP+VjvVqmfWKple038q2p2s7BEvx72MNhzMoX7B6Wk8jKr4WMZvL9aIu/l4rbauVb2NU1N4otUxx+6lMO6rU9itpk1RRjkrLbLRVjtKxrtTvRFEbq0xP3erU2Zbiaz216t8ZQ+Ewd+YapnyK29s16F0s6k/ZY9ZUmCfQ1nJUk+I2CVWvwKS/MPRcRdd6Ja+NbJ1XFa67TL1UiwUK40ZR/L3QnqqfOFjcdlPN5YZRsRW7K4sXxZ+roF1b8lwsjgXFMaUa9SlqA5doCxef78qFehS+UPX6ADTWc181Vj9fc2FbNWy3lLnWq9Y1ZNEy9TAEWmORBHodKGUSrDaXqcGFiVLqws/2QVTqoq5MA/BCgCh5cVg6GVzZCVH8XlFCVFGgzIVRpXUteyFa8mSxkRgGyiTHK1imkiS7rQu24mUq2iagaooSRmUSNWZzcUAqewFcnSBwYSx2tXjdRY8Zlk1Ow4UGl1KYMDLb2O/lk1OF9StZjnINvzI3MWyUWy0aa1ZzobdX2cRgcYPQVgK9qOGmqb8xykTLUVHCx1IqgV7zY6OyC67ipCmVJNAr+fyF9RQmZWqZQLd1LpdT+LniTdi6gVbm/CqZwC5KoJsrGQNQay5qdBT998JFmsne3lrmyhLoRd9RBcltW2WsbD1F/y36nkp+d0V1K5uk15e4iWkobNiX3Za5RLFMZZLjFmwk0ItudBQta5Ee6E2hODllrkYC3Vx0bqnVHicSwFB4PJkL111p4ttGG6k4uVkmAV66HVV1R4KybaSadJ4oVbZ6SrJeKE/V269Jsr90G7Twxn+577l8R4+y7UONxqH4vDYXJ9DL3xSzozBWF3UGKbO/Sm4fG/u3iLYwthQNx1O0L7UaBzQaR5vv2b5RUrozSlGbrXSdS3/uwvfbssa1bs2Kjpnimy/VaN9XpjrtjupQ6mk9jalUZx5z2U44lSSjCz+nlEmEV7R8RctUJ+F94Wa6rTZO6e+8OmW2lfi+kOQqf5OvqG1WqjFTQX2qo7gc1bg5ZyjqIIVdhcvYUrYdJRqXqcwNDGNhAl2jlG/zVkfR77WqrTqJajRc6Nlc1Fmu7O9ayc49NbnJUjY5bfOcLvy9r3HytgKlO1aU+X22cU5XL4Fu+7qp5Jx8xe26alxHFX/GRnu5+Hwvm2erbic1rX3h9qufoK5J/rKkstd61fltrK/fz8YkCfQ6qE6PoeK7T9VoONu68Cu3vpK9f5TSiVlbPafUMheFlfZALzrRi3qgl0hWV+du4IULRxuBoqLe4KWS4zVPoKu2LlKLE+iV9EAv/AEp11PIWHIflLnpUPSeyVThBX7pi8vSAaGyHujFy1SnB7qldEC2tUzxeyWCZbkEuqkaCfRK7gpeeGJBEugXo4puqllKXCDUqQe6jWPuQqOmOj3Qq06gG6vR6CvZS91Qkx7oRadFUWPX5rld5sKtxHdn0hYl0Csuo7bwOypunBVepCkWFYtdUQK94sZy2cS9rcZYbRo/BrV847OiJKq+RJw2F8WSMvveqJZvqBet22KrB3qZi2Xpgd40jMW/xReejKhw2RI33kw1iBsmc+me67baP0WdAhRs9UAv85SerV7UFfQuL6miTgrV69Wt2u4MUAdl23yVbr8GyfbSPdAraoOW/H7LJNeLEtdax+LYVtQrvGx8B7Av7IFelNy2lZwqPs6K2oE22qlFiXhLmf2t0TqiLYwLZfeB7RslpZNkRe0xW73uy3+m4rajaFxFvwkXeqDXMYFexwR88XpaYCKhVFnLXWeYbL4O5b/zytZz4TM1TKAXLm+00SYpt56yiXwbPeorS/aX6xVeIp5e6K1qu4d+ReWvSHHb0dZT2GUYCp/sMWNf7fVDzdrJov4ZynT0MZnqqQd6Na7ZS/VALz6eyyTQS064XpNOD2VuDJQ+B8qMqFDDCSwrUmkHVRvxo+iao9IbAxU8uVs6l1d0jVbUEbIabSxz+euxC7GlqB1VuB5LNTucFOZ5apRAr+FTlEXK9syvViesFvi7Jwn0Oij5SEiFy9TywqSiiyhbQ7iUbcDbWs+FnugVJ/SVMheblBoKpvTdr8rKVryNko/hV5hAN1RjmYqT7GUvZoALvdor64GuLX+xDaVP3rKPHFencVfygqv48+ZKkuNlHv2zmWQvE1iKG/wlylC2UWdr6JXyQ7gU7mdtZT3QC78fRSk3qc+FHugyhMvFqGzPzSIle6CX/P9qr7eSH1tDUY/Fop+uGj4yfGE9RT1rqi6foWQvC7V0Qvb/2fu7WGu27q4T+89ZVWvt/Zxz3tfY3a8bNSRtiLotZBk3HdRJUBMkEK0IqUOuWhFXXHQS6bWEOze0cxEJKZKdq0QtWjSNlCAlICOIaBQuoJH4cNOGxBiFNl8GA4bXAoON8Xv8nrP3qo85c1FzjDnmmB9VtfZ+9tn7OWtIR+fZe9eqVatW1awx//M/fqMZ9DLKbYoIF/VZRSI2BcdA04G+pGMtJSyjeLJPS/nZ472P56oyuZPH1kRXsZN93aY48aq4NUZxXi5UGaS+O7mfi9p30YFOznPlQB+6m4D+ksH3CX3nHlkJO8Uor/0DlSsa/VKswCOXMKNcCtto1EgyCSqL4zJyk0KcfGxNcLxfQAPFXsf6VuypGozb1gXj2n6BeB4mnWf6iRu4amMHv9707DQncZwm1jS+O+fQ0/ojOdIK3wG9v6HctSSgh7GFjCf0Wa09wZggoPv0b6XJu74WNL5G/o1/5nzbh+/6Fl900DOBDSlTPdfdE+6AQNKKuBj+dkrZWyJwCXmSbftcCJeGoUK7eWU4bWSQ77HhqE/yKHbPpkL6up/wTHsuhAu59xXCtRSX5UoBncbj26LfFxITz1NSB7qFwTTXv+9aHBLQxyiga3MkxbUIF12hmo4faR71fPlQXV+73oFeNgWVzBdHBGJfQLi4SeUmMlfbMJw452DC3MdP+59t8Xs/+B08AeFS09ZeY9wE9CdEyW2jo3ix17bdxUDPBVoqIS25y3U5cmREjjkHio6VynsWOQikXKrisekyabnSVXWX7xDZZymylycmyYSW9tP4XkhA15PLxIFOk+6CYF1LbpMyoS6c35Y4zuLUcQEdhcQrG6haAnoYSI3tOanLGej11/PK6rXL4bd401F3oL8/BjpPgsSjS9+Le0qgpwPOGjnh4pLWxuJcPJBwfOSmLAjZ2X0rHOgR4VJ/i25Jy88pcZkTAb1yfy4LmC+jee3yGBt80WwbHqPyiVd0oGuESxwz6R20S2IqJOrsQC+kMVPFgX6yN4TLS0bmQNf/FjFdK6CzAz1HuHBOQ8I58sqzvEqP8piCk51F9vxebmFethw8JeTJU2NP3xr9nnvcXjK/XBQHvFS6HN1raa5mTM/dUwjPEqtLiI0ey8gXYpcXnjsR4ZKy0GWQTSBWHAQxwgzsQOfXNVAw+nNMJbFMvc4XJtS3+GKj5kAHrhOvn8tB91xO9peMtlGnIW5rhMseAf2JDvSxZEho7EfnPdnnEXlUFLULxjkSk54L4UKOVNTHKooxLNot6OH2MpNxrFfQLZ4/dCXlLLSQcTre2JWvS7v9fc6XAobk2REuBcMMMdArov214ZIcS2shNP86yECvoC+T91JI4133eMFwopFNSU6xde4fRV53QEB/ugP9OoTLW6nSuwnoT4g9F1dt5a68Pyl8VxjohUGAHRQ8YRJlY6qpki/8Te+PVyfFYK2bK5WPX7m09iBcGuJ48fdVBrpMVHY0EQ0PkGwglQI60nO2J9FJJqA0Y6uI4965iCoIglFLZGd3J30uKTJlwnk4ZvFAyBJBMZCenC0fY8tZoq+XW3ypooawck9FuDSqHibGSHb59vTzjpXsPcmR3lZuvwvhQsJ5EIOaTUQ5gYv30rgD4dLx+BFeTw0VbXRlTxWESzJJrDXDWZZ1goj6mJccfxh3yLU/JgJ6GRPzKMZ3cs5nDnSxn8hJXn92Pk9jLmriR8/IG8LlZYMWZM0Sr8dSlQOQIlzGAwL6pBzopQahVCXlTe7Wy9EtuZjslEhabi45JX9LRdO2INfCf1wbh6ofDzSLSnIcLUIWuPF5A3tyoEcGOonjo3Kgj3N0wWnneOJAD/e39S0HerrAIlEyNiys5VUI+fnQ32/E1+SfvfTzrZHo6wjKozUDXf97bzw7wuUNOdDdHgd6Q9zWCJXa9vr32t3ecqCPVL1YeLRoAT/FY6r8ckyPtXTMOfLUgCoRM4TLldcdH3OjcTLFKPLo6YCbNCIL34ag9aGFnqeQA3399+Ph/fEzc4fpbRYMdI/0utbHJ49xT2icUpmB/rwO9MTcWNE5ZFXJnga6NSxlKffTveyaxyoHqSVdZCjlP8VBTcQiBHR/oCr8aga6muvtEcflMwRXVIB9EXET0J8Q0cnSEJV3dMjW2wL1SZQvTLTmzB3umBpAD3BmfzZcUTS5ZEfxkgvozcUCRsCEAU8KN1U8yw6RfamL7MWJH23TQrh0VC5dTvbk3/g73JHoJM62nrYti+Ol/WUOcO+zBJQFdCmO6yQ1/M2KwTJzkAsB/W5eD1Y7a1sJLS8w7FjNvsWHFWsZOlVxpNdsgnB5QhNRoCSkrkLcZGx1mz2Oac3ga8VFPvBNuE/2JBTM8SUHekFA184nkYhN4b1a6WNP92sYaymhkwiXsZKMJAsP9DVdwecslTCXkk/+bCqBG8W5nAljocSDkgOdxbdCGkMus5krDdbjuzURfdmgZ5VZCteBisuVDPRRM9ALJgMS0F3wPJcxL0o8LYrBLWFVC/D5e9QiRfM9U8nyFdWPu4weidM6NKdzuYij0ThZk3nTCTR+cImGS2AKC6SX+TPeX9bgU5yniHDhgUx9voVRMPqzGhubiMZ8MhfF477S9y8hXLImZck5e54Kg1s8LXIH+nVOYH7NExnqcT/P42R/yWg60FsCesv5Xavyld9TpflnaXsS0EsO9BaLPTce1d+TRS4aI6imzgp0ika4JJ9n/3fObnfOEF0VDyUxhKPbP/7oar9bvGzoPHoWizmXKwR0fiZ329/nfFn3740Hrf40GeiHHOjpwkyyADenJofnMxQ0tC+tsexgu3vvo7jdZKCrBbc9CJc5z5dpbIhaXt5fobq/R1FN0OiJlb3uWgc6T85ShAu8r4rjT13A/iLiJqA/IfaIykfKUBIHS2WfskSWeI+xfFbctFYfY5gQCF51zmkMNyQL6PkqWtuBfkm2TRKgqrv8IANdH7OYzPDK1rzDgd6RA72MfwDiQkDJUV8V0OX3RibZKZ1k8j6kgFVzoBfekyeLQgDPkrlx3V8vxqrsmIVgcZ7J7bof4cKCQ3dzoH/ZIhV80usiQbi0+COVaF1zJKDPwnWcl9iG67Lh4OIEbsfEYBKTDx9u6mMCOtmqF2CL1y5FRHKgN96icySckwAfPlcioJfvz+Q8E25GOyn2JDWFhTzZ6NOH/zjZVIn2RTwb6Li1SyN1oNO+159dA+FCk+UbA/2LCX5WyUtwhwN9PrDwRsL7OOeTPBZE2YFOCJd8MqWd0iXsRvx/nlvoCV+rZFiHzCGf34G+LZjE8bwuwlD4glBcwphoJny+MNFjRspAp3uaFsXGRTQyU9+PdJmTKEQ5sfF6AS6KDU4ZI6xsIqpRh6VKA/pdQ0DPcuubA/3VRSagP9mB/jzO8TeJcGk50HcgXA4x0IsIl8Z7UE4Sfi5V9GkHfPvzNMR2LaDTWCoE9OdGuHiRIdbGFrlocGnMi7PXKYTILV42tAN9FtfHZbrCgX7A9LYEB7qXaz/PxEDXFaLFe0g9p58aUjvTTG89Z0wMO7Vr3wGxv5VCuJQa2Ss6QCukIM9ubhqbCn18tgR09yAXJg840K9tbK8WFnYZsZ64gP1FxE1Af0LsubiOrOAkN11lnzKhZ31WOX0AwBkT3jdtnuXkwzZzoIdJJgnoCcKl7siJx5+ukCWJZO11SYPQysAim2VohIt21Hsf36vlQO/JgV4eSNd9KwZ6YZU022/iQCdBf9uBTp9dO8CdLCUM/6bJYl/o0Kwd6ENDQJcrkXfLcQc68WS9uSVXX7ZIkQPpPZky0J/XgT6RgG666jZ7JqBHJgYXuQ25wveUwWoBHcjGwdyBLhEu63u1cqOexky+78PnMgLh4rZX/FET0I8mPjMhXFRi7TxiCbNGuAghzNrie02FRq7UgNChg46L+n5p7L0hXF42ogNdIlzKF7R0nR9hoNO2s8sbg/PiNzWnNeRSF8/5iru8iHBp5Hy6EWdaMtyeBCaTu2diZB9joMvz0d4+zVPT3Ka0eJGfO3Kg24hhCp+fMQuh2d1liQ70WPFZcKAzwmX9fo1aBLhMcT+6qak1J9jQRJRc6jjiQCeEYuGaiu+ZL8bc4osN+t4Y4ZIYWq4Q0J/ZgY5ZmIJeeVztQL+GgS5+z69rIVzIgR5+LvW9aTnZc4TLWPx/8np2oAeEWeJAfx6EC39mI7GsFQHdSQF9/3tclIB7i5cNbfSZhbFkGq9goNNzbYcDfaH9i0tXX1+XKxnoukdReg8pB/pzIVxa9AV1/8v5Sw2hmYjcunJX5gJXNBFNGl/ROVILZnLhrGZK4eORPPsrEC5HvgO/5HO9w2iuN4IvuwnoT4g9jKYjF2Cp8UDtPQGgC8n+XOjC7e16DfugjLjCTacndXxj0uqkEKsZBdNYDXQqaUg5TpXXNcTx4u/VNqkbalbbNgaqoLnkzSQKDnS9goj6IJB8B8xArwjoYlAhN3kusucDDyX+JXc5/d8EcbwksvPP4m93S9lZ2ypl5MWYHQ/jW3xYkToNVRWHePgvT2giqv8NCAFdZHXVCU5LQOeGUtvHl3C8zQEHeni8evmY1eNXxkAPCQeAiQT0xjuQgG7CGBMZ6HGbmhiZJDVPQbgUvi/peJqcT0VTjXARAvrCD7X0miqVitIWvuRAV98vCbm3JqIvGyUHek1AH8WC7nigcmXMGOiF5lfKgZ5W+6Umh4huy7dp9b3xGuFySJTOheenRnR+72Gg546p+n7l31subH0+Uie6N32GcCEH+hwStHGOHNaMLS9Ecnp/Gy60iHJZQzrZNarH2BNMGBeIk45Kvuu9E7l8qCz0hfy7gXDR7rdbfDHx7A7052oi+kQh/4uIlrlIzk30gkBmINjTZ6pwfvZgYiZQ9WLDgb7DCb9nW35eUPbW7XSgq34+rcgRLg0HuhAEx0MOdJe9/hYvF5NCuCwS4fIEBzr2NBENAnriQFfPtWkH6qQUOQM9v4d8w6xwTZRyk+w9C/OX6rWf6FsNB7paoN0jDkvtjOeE6n5PzKNbDvRHKU4fcaDHnHjvYm6ymKARLiiP0cC+sf+1xU1Af0LExpotUTl14bQiE4Mb+wNisj8p5xMAOGvgoukruoXRQLhYcqAXBHTkE8/s+FXSsA/hclRAV2Kddont2N8yXyJVQQESkoGcJttHmojKB0x48JA4Pi/6vcTxVUX2fFWO3ZQtAX3aRrj4BOFSdtaWBHz+mRZKbgL6ly5aDVkk9/xJTUSRX3NjQLfMeKoDfX9zpHSbcqVGOejxKhzSusKj4kCfxNg9Cze5jp6aNBLChRzoEuFS+YzJ+QkLE9cgXFJ+4ZS95+h9kmxmCBcx5kx9X3wvuT9i0i/kQDe5A11/vzRm3hjoLxtULdUtchGpgnARvz/kQKdrniYaBScw5TRUXVcyK8T/p6xt+e+Ie1H3sV+4XF8zv9e/tydNR3Ave0M74tvb5m77WjRNHCXnlTpn0WgRHegRBUMiVw/vPaZFCOjq9QYOBun9bUECerrsOM7SgZ6KXBLhQloBvT5vBirHzNSB3jqHNwf66wsW0KmCYEeFaSviIvjzIFz0v19zNAVnOq8F/m3b+b1faKktXvh5Zsc3VeUdd6CXP0/pPWm+FMe48HmNENA1L/nJCBeB8tzhQD/SRDRW+93meC8d3nt2Qs8lB/p0hQOd5+w7ti0I6BkD/WqES5qfl8be52eg1/MxXfUz7nKg++K/9XtpA+aee7zkbufXU69CaYbdYqBfxHseyK33aJJZzIVj31XJLMfRt2EyuAnoT4iWG4lCupq2VnCSBkxVBnq8EGlcK7p/DOCtKJtWDqzScZNbnQXRgHBZnexhQtFy27v0gb7Lgd5oEFp8bYZwUa6fxNFeOYePYjKFSkIHL3ippUSptsAhjocE9LnmLo8/s8i+Q8AmB0EijqukLjrQy/sCkKyanlzFgd5CuNA1teNhfIsPK/Yz0J+IcFFVDzM70BsC+g4nmGTwbY3LskzRH2kiSo1OTUNArzDQpQBOnGAdyzihCwISOdDBDPT4mrnQNCt5T0AI6Mcd6KU+DUli7XzqulLJ3igQMzML6JphLPfnwm7CMRcQLtrhckO4fDHBaA33/hAuJLyP7EDPncAknPP/m6iRXCTXv9OTulLutqenjT6G0r6vjSMT0CyPau43/r0nAbsgIns3Jo7tiJQho4XFEsY2et0EWiDt4f2IWTjQ2aAhjq9XAj6Ph2rMk052KMd4GeFSNoxI9j1hYlr8d/654X67xcvH4hYs6vt7Lgc6Ck7rq/aDp4vxLxW+gJrkn/eI60XhuoLJLCFcKuKU/Hk0ZQe6XxYW9ov7qR2zc/DLUkG4hNcYB288TNdoIno1wiV89kZfMwpZwXepoVL1/oWAe3Ogv3wIEgZ/f4u8nq8Q0Fl07QHn2jmWKyBctP4jUSdHrhHZIwlQ98CcLvw/m6GgURGo7/fMAFQIXxCK43vlBrMjPTKSHHnx6RjFxs79ori/iOM5kFu3quqq77Xkc72WEbP0+0yreqVxE9CfEHsYTde6kGqTHnkRa/dPslpklAOdxODGw9ZbKjdLHehe7qfJQFcPdO8FGqAmoMtBoLLNXG802nSgV451GUU5r3ag001c4H7tucFLCJeqgC4RLtVt8uSKtmkjXNYT37t8G/5ZvP68A+EC1diPr6UOb4bVeIvnidaDdZme6EAvJFMUYxBLFymaXiGgS0F26xCTxPCIgE7HaBoIF+1AZwe5EMBN+TF9eYglnGYhbFaY8FzpQM9KEY+WVIfkMGn66X2xKQ5/DuFKqzrQC01EqdGgF+6u9SN4/hi0LSNcbg70Fw3KTaSAXrvhLrKB7oFxg5qPMgO9MFFiB7rJRXbNLM+aVcptKpO6NA+5ZNtsM9Dlez2PaFZCyex6/y3cjDgvlINGBnoqFJcXFqKAHhnoYeFNVJXMywXTEsc4X0AV0lOA7u8umECsQrhMAuGi+ebWDgLhsm5C4njre4YWYBtVWVmvnlt8oSGf3yUG+lUCekN0Pbafpx3HFxF7kCdALh4x8uQIA72Ee6gJ6OI7JQe6dsqmmMrt49B/ayFcAKyD1PtoIkrHamP+VBtbLk7+e997zELAnSomjFu8v7iIcz5Tzivun6sEdGmgFDpIKfie7OP1qp9r8l46UqXAaMUiAz1djH+u52ULU6ffX8435tr8qYFwKb1XaYyrRiLO+/T4SECXlSdbCBfhQNcVwM3X+f15YTyW9NiBveP623vu3QT0J0R0l8fy3WybA6WbiWOpMuFKJg9q8pIiXAAnHehIV6/W7ZWYQ+4sZneHiaCY+9YmY+vnp0Zd8oEe/lFzlzfE8fh78Vrl0M6EvGV7f04K6Cb93jgpEfocT8L3lKHI70050HN3edxH3aVed6C3EC626EBXxywG3bOrIFx2ONBhAT9XvrtbfJDRerBK0fyqJqKNCeTko0Oxtg3/HBxCpdACbyvSvx9goLPzXDrQ1ZirHVQFhvlScaCPwlXADPSSg72WACa8zSBG60Rsx6JhaUKrmwv5JsIlfkdL34XP0XCgkxuHz0uXLOBlDUxxc6B/UUEIFysQLjUHzJgI6Mcd6IRwKYrjHSFcfPJ7uX3GQi8Iohr3wn8vmB9aVTo6jojte0Mz3ZvbHshTd+egbkzOS4bKKSFcfLxOLsuUCN9eMdRL728D1lAL6OOcC+iMgrHRgU5YxIhwqQvotE3sQZQvFpRe91xM11tcH/L5XXSgX4NweSbnuHuTDvR6ztZahM/yn4NNy6Fe13agr2OLNhSUxJ3mvEcxy1MBPh/7vRbQsyq/bXGpFNGBLgwrlWeH8LTsNH+oPjY3g9SLx1RwQTsxHszXIFyk/rPBUI8Cuvid0oxknn/Ega6b0yZzC4Vwea6eIa18TI8Bexzo2ItwYf2ovMhXCu1uT6puwv3OPHtg24E+SpzyAQH9CvScXCA8hnDJr4HXHjcB/QmR3iTbSI/tRlLb5RJJ+WpYHy41EXXWQMxFWByX3byy8lTapguCODnQpRC/Q9j3kO9BzsbKZ08c45WbptVENJmwzcrRXn7PZYwIF6cRLjSQF7hfu3jAXiVOALolFXH472LAsNwITW+Tv+ceB7oNA/Aw59vEzxX/XUW4tJwYwvmwXNqr2bf4sKKFHJAIl6uaiMoS4ExAX6/TmUc/5YDGvod1KvC2kw+ZTJHbWS80FYMEdLufgY4Cw3ypONDHz2MCbMmBzgJ8HLOrJYj0ngli5jifszSBzJL/Qlkf/91d50B3lL4Ym+6jkNTzomN3E9BfMuh51jkhoFcahF4joHvv+XX0muLYRA70roVwoQnblPy/9LesSWTR0V4fI7PPcUBs3xv6mJvb7mhgTyE/Swsj6P1URJfQ51u84aEgCuhx3Lq4S8JA94XGnr3qA0THQ0I6xeSEWKD2szLQT8nrSRxvfc8k0hc/e4OB/lzf7y2uD9lIkQX0BjpuTzyXg+6pKJkvIprH3PibazjIqwv2RxAu4juhSr4M4VJCsOzBzoS/pT8XxtwOMHYvwmX/4ikfa2KKK18vk3jLy05BUmP4bvGykXC4KecVwuJ0hWlNXivL+NDYEnANLaR4jEcc6MRAbzURVYaGp0ZqUmgYBec56RlQZaAnDnSNcJHCc5ibcZXxFQgXeXw2mmF9mAVvMtATAX3z7ePrrln4LzQRdTuerW/xuXcT0J8QRwXvTWdP0oBpW5DPymflexnAieZzdNM5W1+tpsklACzTI4vVYu7bYLOL97ZSQKcd1tzldXE8/n4fwmVloO9xoIuyYJMOfLxKWOB+lVAF2b7lOQ2uNxK6W+I0Cd5NBzo36BuT/cp9aQG9hXCRidw5OAT1+zfdI/Ja2igHu8WHFS00VcJAvwrhUr/miH3ujYWztrjNngfxLocBbytuoiMIlyCcG4kYqSyiaQf6HoTL9JgL6JSwyCakNfcQn5vEHaUnl+J4K2NeyXmXTr6c6iqv3KEyWWUHulo4kQse7ECPwv/nYjIhv08qPWaEi70hXF4y+FmVlHSVr0cpmu8V0CXqpcRA1w50NBzo0bE95ttUGmLqfch/pwiYDXxf4vR5uvtmZY/nQn79/Q+45RtNRHUVZSlHpt8tsLG/AzV0FNfJOI9YZO7HzvH4HrT1tExwbgYNm51yoM+LFAvS3jbWDDA2ZaBbT9eSGq/FudECui9cL/yzi5/juRj3t7g+igiXJ07gn0sAeIul7G3Hdvm8eO+juF5wZx4p9a8K6NKBbisO9KMCukK+FB3suhfWe0W41E1xFKNYmBwrVZnZaw7kyLd4/ihVybpZGEWu4EQfmbP7ogNdVYYeqOQtvY6biCZzPtVE1M/PgohtOtA1wmUH2/1wE9GrES5OCehyProU3z87ViGgH0K4XMNAn/PzcnhcvznQ0/jhH/5hGGPwAz/wAy/1lu899pS9phOK/ROTKgO9MXnRDnS35UDXg4gV6IXpQSBcpAO9tlAgjj1xuW840I8iXFQDlGygSgT58ntKB3qGcKFGD2K+zyuhewYBeU2EBw+J2Lm7XDipwmHsQajM4Ry0BPTOeRjv2wgXkVSdAsJFH2PLPZI8jDfKwd5CfIhj1PuKdhNRL/59DcKlfs1NQjQdSWzdcAiVQiZ+W+6ai9jWo3KflIImTaaBcGHn+QzvXJFhXhfQhZjDDPQc4TJVPh6fp5aAfrj5y/pvyW9cGehivxnCRQjo3bYDfdIOdACfi/NaSn4/FITLWxuj+Lx7KSBsI1zGnQtvUmifye2icCh+WfhZzCiXwvgV3eUrki9FuJCzkH7nEmxfySixJ5/j1wuB9TkQHy0xt7h94pbf36unUw5wzY1PKwRDU3oW0CEc6Ot7zpAIlxGzcI7rZqRAFLwnN2ER59AivX4m0UTU6CaiCcIlbEM4Qj8mk/cU4ULMfYfFLc3vO12MOS58vKV4C2OUfH6XES5XCOjPJACkgvPbEBJa565UoaZ/r53oAOoL9i3kSsij4vuJSoMgoDusfVJK+ys2M92ocCyZjJIxVyFctFv12oWXkoBebyIqBHS3U0DfwYF+q/EWxqiSu9snCJcnCugbc3a+txoO9CR3vxLh4r0vztmuEW9b0awQU/egnPPtcaBn86ZC9aFumNwKLc4nxycXzCwZpzYQLvI5cgThogkPOyJBVF2JcHkrC8cvIqD/+I//OP7gH/yD+N7v/d6XeLsXiz2A/URY3mSgb7uASg2UYhMjcbEbwCcO9DAA93IyoN6ji39bxgcWoP0OB3qCdpErZCyg7xHHj4vs2UC1Q0B3c8uBnpct8Xnag3BJHOhhVzsc6Cyy70CoFB3oBQdHt6TbZM0WJcJlKaMp2g50eb28bQf6hzpGva9IhZH0nnyqA711zU3ixpzP4Qa7QkAvcbJrkQjsZh8D3U0LDAnfLYSLLgcuMdB3ONC5iehCAnwc+7cc6El5ccOBfsQ5MKny31aymTjQO/pOZ7VNfA0lt1460MV5HQvfLX1fb7mJ6Fscoxid4+uLNHFb4UDfufBWwr7oPMpdLvwspsNIHN8FrrlzU5FpXUPylUpdU2xHe7LrfXlf18bRyecRB3oiYIf/kyCpsTel80X7n71hBjq5y+UC6WWZMYsmoqaAcCHBe1xGjPNn4vfpNSaFeMazCAGdHOhdEN4lQ11WBJQQLutnmdU5bFRKfsAO9LcyRhUZ6M/YRPRLh3BpMdAri/BF5/dRoaXU9FOIjPL3k8jDZH4i97enmWn2eQrbaga6zLG0A/Sa6877KKrJeVhtrJcmimk3wuXDZKC/lTFKMugZW7g8nwN9mTcEdMr9Ewe6MrZcWaWgc/TSHOK5+4YcaSJawkBmkWBWFMKl5EAXi3NbjvrEZDKr8yNIEX63A73Ql3BHXLWIUZjr7ZpHvsHn3nsX0L/1rW/hd/2u34U/9If+EH7Fr/gV7/vtXjRaGIPSNlsrOInYXmONSwZ6mCSUHOg+c6CTgF7eF4BY5oxQ3rPkDvTqQkHy3uKBvolw2eNAH6vbZGXSO5AwSRNRqwR0XnXNk5I9zX2S75Ac6DUBveBAb21DiVpsIpq7KOTAMywbTUTFyshQY6A3Bj45kLupzVN7zfEhj1HvK1pjn0sE9Csc6I0JhWweOp3KbuV9CJf9k4MSA31TQBcNPmF70UxZnjefH2s4d7ORCBchwIuYHuPY2YXEuthEtOZAp/fuWg2u5GR1f+KTidhyrNIIF+n2qDDQ04qB4PwUYtuDcL2V3OqMcHmjAvpbHaNKDvSaW0aK4fNGXwLev9gXI1xUQ083PsRMtwO8d5kjWDZBB9Znvt4P/V5uw/tosL7l62uxJ5c8Ekcnn3tyz9L+MoygEorLHPngQPcAf1JyoIvSv4sS4OFT9AoQ+wBNbsJFNArVI2YqxIf9hO/HmCEy0Anhoq4F/gzi351wuU/LpNxa6pnU+NuHEm9pjEoEdDIKPRXh8lwM9AQV+Taulea5q/xNO7+L+VDpvbaEdzlnkQ70Lo4Kc8WB/lwIl2YT0edAuMj3lPOwqoB+hQN9B8bircVbGqPKDvT43c3XMNAThMvGnL3kQNcC+hVVCs77rAK4eA8ewB/ve996TqQX4C6Fc68jMQWpz57mUzP8sgASnbSBUUod6GkT0URfYwd6+9y7SbzfgSn5EWMFH1OpiWjy/Zav23QcfBuVV+9dQP/617+O3/E7fgd+22/7bZvbXi4XfPrpp8l/rzlKkyYdezAvcR8yUd/PQGcBXSbpyoEOEoQb5TjJHFciXKQQv4f1LoT4Q01E9wjo2iGty6zn7f1JBzq0gE4OBIlsLTESK2JS4kpTDvQMz6Lc4sCWA31Otkkd6ONauihd7ZsCevxnvYloI7lLkD/HO4K/lviQx6j3FS1HnUS4XMdAL09enHOY/Q4BfYfoewzhIseIfQ50/xDvB2MsPA2ichwsTMyigzz+fp+AHsaWEsIFBqXg8yT2nzPQryu9u+gEWYrm6nwnE4Uw0dQLlCWnizc1B7rLtn3rCJe3OkaROCUZ6Hsc6HsRLhcpuhPCRTvJVXWUc2OG1tP527pN7ih26nWlf5cQLpsM9IPIla040nsH0LnnRp6aNPFc/x8RLqlgnlZghtwqbDvDYCFhhx3ocXwflxTLYpBz1qWALxuOdgYJYkey1EkcLyFcegMYeIgCnmqlgcTETOoayhAuz1yO/hrjLY1RsonoTGigHT2OWuEKHN9r4i2WspeMPvFvZfFEo1EwTcediuOK6ILEtlTmLFJAl8LfUSe8PsZSxWRyj/c+Rbg0m4ju+76dPIbGnJ5iFGapqxAuH4gD/S2NUVOhklIaXOZrFvmkSXLDgU5jYPKaRhPR0e80PahrafJemRPXxbQj+dOeaJkU9Jwx4c/XGOhJX6c6wsX5KRvrNu/zpEGpdqBLQxc50DcQLrMUgsrzweLrCiaSzdcUmoh+qAiXfnuT6+NHfuRH8Nf/+l/Hj//4j+/a/od+6Ifw+37f73ufh/Ss4RXvsRTpqld7xVC7d8rvKR0wa/DkJWOgixuNGaC1Y1sS246fHkQT0W0HenLsRxzoieBdGSRbDnQ98WuI7bwL4Zb2qtSXB3Khs3Azrj2DgPyOwzmviePyoUEIl9mtDTNMWPwovSc70MXH89OUiU6rgF5h/QGQ62eDKyNcmg50iQN6owz0D32Mel+hWbcyJMLlKgZ65Zqb3AwvcCY1Ad3tmJBcDpQelhzo+j7R4R5VwuR6oBsTAb00MaOkLBHQbVlAX4TLvWsgXGpPHUa4dGKwyxjoBye03Og4dfi3EC7JRKHCQM+QMN4zjx4AHsWzY1TbAmLMfIMC+lseo6IDvX6NUSQ4lr0Il0LjUT15WS5KQJ8eM8d1qSmodhSXXOrxffI8r8TBrEUqvj5DE9FksrjAexeRUpvvv7E4KP5OInKxD4+vIFzC72Yvq2PWJGmWPS7cnLDho3O8LOCPc/o9T/MFp+FdOL5HTulMJqCfYYIDvTNxn/FzpIsC+r3p/b3k2GdNRI9VBLy1eGtj1PtwoGOH+Lsn3mIp+yHkCf1biUpunK5yoLcc4jTHWozBUkO4yNfvaGaqETLaSQ+o8dQCxsoF5HqV3x4+8npM4jXJnL5mGBF5887qrg+tiehbG6MuhTxWCqvzNX0apBi+ZXorIFx0bpDk+Tsd6FqQzhAu0xQEbqkjHXfb69B5YfI3db9POxzoexEuviag39/Xj1XNl+jze/hohgXYgb6FcMEk89b2pjKuyVuKTUT3aGeFeeRrj/fmQP/GN76B3/N7fg/+yB/5I7i7u9v1mh/8wR/EN7/5Tf7vG9/4xvs6vCeHXiGrTXpSZ9LTXUilBJ67yEvXkUHa/FMxQNdjjttrhrWbHlmMTljq1eMSvy850Gs33x4HesNV7vV3sAMJ48Q28oECIJYtJQ70cB52JHdZ6R4afPME4SIH7Lm4Db0nO9DFmO2Ve2PdZ5mTHkMI6L7mQJefWYnrCdr57SFcPvQx6n1G0233RAZ67T57XNKErySge+939Sooiay1uIaB7pWA7sIClRyTXCGpigiWbYTLLB3oroFwqR0jnRu7E+FywDmQlf82ES7x30twiWUOdJ8K8otfABOP+0EK6D6f+FHfiLeGcHnLY9TilvV7gmagbyNcpp3op6SJqPNwTudlY+5Anx6zhXevmNXe547i3KVeFshLCJdtrvj+bfeEPtbN/js7zCClfWsHum68mrLh0/MyO8/DAonjuQM9vp7Y5QlCBvH9p0UJ6C7mJGmDUWoQGhYQ7RCbiCadFeLn4M9QaKBK799C9hzh4b+1eItj1PtgoKcL99d/x8/VjPQlo+nY3oNwwXrO/A4Xv3aYl5zs+j0IDcebbDnQ9yJcpil9vzEX0NEDEAv3z4Fw8Qcd6BOOO9AvV4ijrzXe5BglqzjJge6kOemKPCFxoG/M2YNrWXofdG5wpJdU6TXAOj9Irvt5zhnlz+FAb2DqvHLAX5Iq1nIu2kS4qKbw2RiyMa5XES5asTWMN2jvL6kAbm6axFWVc6Umonu0sxbt4JXGe3Og/8RP/AT+xb/4F/gNv+E38O+WZcGP/uiP4vf//t+Py+WCrktT1fP5jPP5/L4O6Vkjv8Er4sIB9uEeF1CtfFW/3lmTOMH5my4IwwDgHmMDJiCU98zkQJev2S8cr8f7zAgX5VLPnLBJU9KKgD4/8kCkGejcRKbA/dKcrOK+Ewb6ev5JHHfeYXELuuBGkPuTQve0TOyULA08XBav8Cw6ad9EuGAPA73iHvEuvZa2HsavMD70Mep9RqvhcdJEtAbgbu27wkK7KAF9LgnohUmZDs3g2+I7yoSPXM9TbTyj97jo50PIQt3GsYaxIhHATfkxPUsHOgnoBQTMZDYQLkmTU59WwOxIalIH1vp9jSr5byJcxI/sQFfj66QE+Yf5kqBnHmtNRMO/6ft6aw70tzxGyWfJHoTLVHCTb8WoJg6T03zzKWN9LuPnBVa3FsfHTPRsc63ziUaGl2vEkW33RO6on2Bt/Zo44kAvNfGsIlySz+LgXGy2OXrPi3sGC7z3mEXp38WljTmNT53jyfsvE8Yl/Z7H+TN8dP4OAGUBnR3oJjYR7U3cZ/wc5e9Zjsqz001E1fm/ohT6rcRbHKMkwoUF9IZZZE9oEejaeIul7E2BpOLML7ky9zUtTwXrLUY5EPMKCplPSCMDLYJURX/nku9WI1xIBErQBx2gOjHWj/cKB3pSCVwT0BOEy87F6SvE0dcab3GMKi5gPMGB7r1Pe+DNbQe6mQjhIveRvmdJ5N+KSQnSk/ewCqHSMitcGy1Esr4HE6xk5XZJjCBqnqsRekcRLr6CcPFq+sIO9I05bGpaOoJwOW7suNqB/gafe+9NQP+tv/W34id/8ieT3/3u3/278d3f/d34vb/392aD1VuLUslvebv9Kzh7XCqlBkrF8tkdDnR5Q2gH+jI9FJuI1hno6Yq7h4eB2dFEVIrjNZG97irPJn7yoVDZn5svQDAienUZ8k0szxM7VHasoiVO/LArKY67KQroYn96m+x4xHuSm7LXCBd1TL07IKD7GsKlPKhpx/nWw/g1xoc+Rr3PaLntUgb6FQiXqgNdJW9DvhClqyxK96lO9Lb4jokDYWcT0boDvX2slHwkAngF4TInCCjFQBdjdlVAJ4SLFpUdeOy6pqQayB3oMtnMEC7iR2agq/fSjUEf1HPgQYxbGT7Ge/6+3poD/S2PUaN4NqdNRJ+Pga4F9HnRDvQpf1ZNDwWhNxecdY8b7VJP/546jgAcc3UnE5XndVutx7LfvLFt9BAmjvD/oonDT0WjCS0QzN5jDjxO4xeMKvcY3ZJ8DqOc4wDQm9jjYMoE9PizE+NFV2KgiyaivcL6+cqzTgrt0zIpZE9dAHiOCoPXFG9xjJLPb54/PcEBp/sPPQnh8gaFhFYDuBpSLxOV9iJcNhzopX00HegKwZI1M600JaWf9fvp6nR0gHH7EC77HejK4R6iphtMwu20G+FyoE/Qa483OUaVxGnxPSwHF+n8PKWY3i0BnbjZBS2E4kglb+k19LqTvMfmORfQn7kqL6ua1giXpIq15kCXpIUGwsXNhTFq47vTDvQCTgeAYKBvCOjy7wcY6NegBUtzvaMIl6csQL9kvDcB/ZNPPsH3fM/3JL/76KOP8B3f8R3Z799i5CW/+RfuvUt+f2QSVUXCiG2sLp+Vr1cMdPqm5Wp1ItjrMuc5IlzSJqJzkaeZuWo6AAu2HejzNnKl5SrPFih2CPIS4QKFcOESvmTVtdBEtNZJWB5POOcStTK5CXe4y/ZRFdALrvcawkXz8/q5sI0M4eDsdyFc6tfL1sP4NcaHPka9z2g1eFnEA3S5BuFSedheVNd5dqAn22+v9OsEbovvmPAydzLQvXagFxAupWP1S7gPrRTAy49pd4n3XO/SZjIpwqUtoCcNrsI+DKFUjrLrCgL66kCXKrlCuDiBq2GESz1Rv3iHz9XfH0WTHP19TkJAf2sO9Lc8RskqjaMIl3mvA11tNy0uw6G4STvQH/JtSggX5SLKRPZqo05yWm/nc/Hvz+tQzh1cG+9/oOmoPFYSm0sYwdyBjqSx6OgcG7cMHB7V+D4us+KtL1lOLREyWkCXP5fQK3SsNkG45JOiqgM9Y6CPxe30zx+aA/0tjlElhMtTBPCWC/poPNUJ/0XEXuRJ6xyvCJc9Ano6D2s70Nd/T3363K8hXOgYq5W3hffSDPOsQWEPYBHvrxEurcaqlUiOqTBX1TGLja5BbYw+rUx8a/EWx6g0h17zHLNIAf3YGLNcvpX87JadDvRCNT7FRZlV9oRGuJQY6BmC7hmemb4yZy0tfspjrDPQ66YgjX3bUxmd/F0z0EmX0gK6TY1T1bjCgZ43ct35HSTu+RzhUuvzsMeg+trivTHQP/TYU2KSuW8OIFzqDHQhmigGunagy4Umfn5WGo5kDPT5wggXb9MbrjTBygY8cjBuOtDr4jiHFGe1Q1o7t3YgYVIGOtYu7vQzNZGRCw1h0WAPmzCZiBcc6FJ4qznQ5TalDu/VJqJaQN9CuAgBnRnoatGh6kDX18vGw/gWH1a0GuQtomHJVQ70yjX3qO7naSggXHaUymUJ3IYjJ91+HwPdXdQ4VRLQdU+CaRIO8vjrGsIlaSLqHdw8lx3smwgXtf+lPLnc5QibCeEi3MTONZPNUTyoyIEOdW4m5Yb6TIltFzFmaifM5DyPmW/Ngf6WQ94jqYBecaBfwUDXDvRxcRkuYxm3HOiX3JGkES4FzEuJe85/Uwz1bfPEFROVRmSMzyMO9ANGD4lQ0ftZ0Tj5ogNts/YyWH9v4TCqbSe3JMdt4bP9sQN+mTDPaSNziXRJsC+hcpN+Z2xEuHTGZwiXWhnzmn9HB3zrOzxSjXCL9x8lhIvbkd/X4ijjtrqfgpj0FqKOeqz3pCkjXLY/e/I9bSFcQm4yaQd6rYkoHceRY1aCfXEuLOZa2q16jXCUnKddDHTZnHkvwiXd7govzC2eEKm7e/2/keihg2OMu2hMb3vObomB3kAEXYNw0defZqD7IgP9GUwFiUG1MdbPc3KMNcRnagpqIFzcnPW72nJYp3iYqD1lxAQbvqMthIv8u98n+3q/AEkj151jU+Kev86B/lYWjt+bA70Uf/Ev/sWXfLv3Gi0eZtxGl6E83YWUlJCG/8fyWZHoWwMnhe8O8Marh61I6osOdEK4pMdQ4mlmpWMsoJMDvSag18XxuE1ZZM8buU77HOiqvM5NE5dwlRAu63tNu1bRkuMhB/oOd7l2qfM2WXfq6KZMG4SO2SC9iXB5igP94MP4rcSHNEa9z3BqhT35W+KSuMKBXrnmLjp5Ywf6TvdTiCyBO4Bw8XsRLkoAdgSvW+QCWsmBvm6XIlz6ovtH3+/zOLFQnTYhLSdMEeGSO9D1Nvrfyfbq/C9CGANyB3oL4bIQ3ko3EVVuqAc1tj+KRdCSw4UXHd+YA70Ub2WMShzoTlxjOxAu087Zut5uWlKR1flpzWVEuOkhWwBsOaVpG53j1ZzJ9DdfmbCV4qpmTTv3V/pZRjGP2rlv+lYnR+gCee7H7NngxcLE6BzorrVwa18DEaNb0Cf5rssqPyWDfXbp9ywd6PL8d2adHJJb05oTrIkIl5yBPhb3sx434LCaHnp1TdX38TZE0afEax+jEpNK6E10DYuatz/IuK1GJsS/jWulKjg33eEbYnRFZMrmRC2ECzvQ9zURLR5HItirbYsIl3wubFx9AfkadFAV4VIV0ONGu53CarvRe/QH+MmvPV77GCXnHeSCXh3o63ewLMdExlnP2WuaTAhD5oTEgV7Py3cjXAoVolsO9OdhoFcc6IX7X177NQd6Mk9qIFycz/vTbd3ner7E21+JcElMUTt90zllY6+AfiXC5Q0uHN8c6FfGHkZTJrIfaM5UdaAXSlFj+ay4ABUDHcB681Uc6LoJpFsuLEC7HQ70zPFENzrdt7XBfo8DvcJAXwdzsTrqJ3bNt/aXuKUt4KY48aqVyuhOylV3hBLngX18824PwmWaksRf41lyB7rHsFtAP8pAvznQv8yRiEsa4SKbiD4nwmUXA13d84X7VE8gthK/xIGwF+Eyagc6Cej1JMFPE5fuSQHcmQ5j4XO4S/pZ5zEy1KdEgG8L6C0H+h5XnnagZ4gcxUCHxm4IR8RUYaBvO9AlwiVvUsQIl+7tC+hvJeoO9G2Ei0az1CJnoLsMpaERLpkDXeFa1t+N2SSo2US0+Pr633Vot/tTI1vUbLy/dhptvb8WowHAw2PxqWPcuakgJF/42C7OMQPdwmXj++gWIHOgK5NAyIHHZcSypAL6LH7W52Oeo5hg7RAZ6GKf8bX1hRKJkGk11tYLC7f4YmNUc4PZz08qIX8uhMtzomBeMqoO9EZPmuyzFsTo4ntpwbrpQA8CeqOJqH69axzHFsJlFf/UNp0HbAvhUj9ftUheU+lrJmOWAvpeBvrBSs1bPG9kGETvYcRXcNiBfrBqvAu5VXJ9OZ13X+NAz+dfaXX/lJAWgHyOeU3UTAqle1qOD7sc6HpRzKXz42wc3PruJMLFySaiauzYiXBJpkQ7MUzXLmKk58XlPSVuAvotcmdNQVQuTKqa+2w4WErbJMm7X8JEKGxnTVap4Ts9GApBVJc5zxdGp+ieAyWeZnZzkQN92XCg72Kgl13lRUSO3NZNQGFQzwYG8dl5oMoc6POuGzwZOEsC+lIeSKrbqKReihL9rJLAAwgX7z2MEJP2OdDFBHFSrr6N1exbfFjhGoJPKqA/XxNRLbBQY6inIlw2HegFBrpGHenQAjoPKAnCpeRAX8/XqMbuhzG934DcgX55vLAAP+4Q0Pn1mQP9IMJFjVHa4b/pQBdpyEICeuZAT1mLD2pB9lEK6AUBn5uI2hvC5aVCNhHtZe3pHgf6FtORX7MkP08a4eKnbKLolkveILSAZ9GIltyBXncme7X9FgP9fTvQW++fNUc9gHtJGmkqJ78vMtDjNqNbWEtaBfR029GlvPPO+OzYZBXmrL5nKaDrz78skQdrE4RLXpbbEsZlDu58/ZmYIFy+BA701x46z50W7X4+KKAfbRJXCf1MfytCQl1wbrnDN5zftT5TqqlnSYjX/24z0NU5PoJwKYjtWbVPD8C2EC7XO9A9fOoQLlQaee9TAX2npyXP4/a97hbPEzqPnT1gRbrjVO6zFZnGszFntwUBXecmk1Bmr24iWhBY8wXop+sLenGff18Yu+UxVhnoUuTWi2Jq0f3owmgyR2ohXMycb1+K5FbeJ/vmOczOZ5p2oO/87Huqj15b3AT0K0M/qEpJ8ZFJjN6+NolJ3D/h/7ObM1Hb2YJzvK8PhmUHekC47GGg6wWFaxAuNVEqcanX3UDOT+n+AJSwMNl3J0qbeDBVA1XuQK+4MeWkeQvhIgZu6SZPOOna3SnOoxbH9cA0tAT0KX34kgM9E9B3MtD9zYH+pQrfEHwktuWoA93PMyASd3nNPSrRtCigX4Fwmbcc6EkCtY+BrscHxwL6xrGGczerJ/PnheZSmUv78cKJ1B6ECyU2T0a4qBLkrETT+dR17lY3Df9dMtCJ9+5c0ptCTnhHlyNcLktdQJcIlxsD/eUibSIaBYxdTUR3TsYmNXEZZ9X4yE1wkxLQp8ds/NpEuBS2qU3I+H2v5IpvNfzcE9qA0RLl8zx1w+ghzksvnOuzapxad/avv7sIAb2DzxBdqwNdCOjw2bFJAXvJEC5CQM8c6FFAN0Y0ES0w0FuoHslgTxdB6vODLwPC5bVHJqC7ffztWjwXwiUTc9+IkFDDkLQc6KXFgmtK/ZsIl/DvWSFcxkqOyfvcK6AXti0x0JMcSzccfAoDXc9TC+P85FyCbbhe6Lw50F8ytKN79A5W8HTdfExA1w50vyWgU56WmC4bCJe9DnT9uVzaXw7TXMi1XtaBfvGpYacUexEu2nxZes/kb84D0rTVaCLKKypb97Q4PGO6+nbyJTsoG6XQzvxFVUqXqmz8sgCyF+EbWTi+CehXxp4bvNRAqRWpY6m8bTJ5SRzo6niMydjlGcJFTvAyR3FsIpoz0Atijp6whRudx55d4vgxl3pxgUK/T2GfmWN23Ea4eL+zwU2CcFk/fLeDb14X2cX7TBMuQqjWeJYc4bJiXErH7C7aybVeGIl4r9hkMpnPyuI3HLm3+LAiFanqCJdlp5OUIk804s+jV27TK5uIZg7ljcRPdprHbga6bnZMwnDbnRUd5Omg+/CYO9D1Z50eL5GBLpuQduWEKSJc1N8TB/oeAT11DpQc/l5fB4tMvOP7L9KpJcYbnag/atxDI+GVDvQPgYH+VoIc6MYb9CLxqLllZOPQvQiXi8YBLS7nm2sG+nzJsBx5teCUCaetktYcmTIeEk2/SAb60TxVbi/F5nEZldM6P2de5KoXtzADvTMeF7VAOnoPg/g7a4BlSfOOLhHQlQNdCuoqP79M3wSwiufGWHag9ybm1fw5Gix7xij6GXrhJtnHgcWUW7z/yBAubt61WFyLLzvCRTb9ls/tPXgV+fNhhEvJgV7IB0cloM+JA32/kF9GuKR/z8bvDgnCRT//rrnuqvPUwnPmosasvVdULnTeLOgvGRddAbB42AThctCBrufsGzkJVbi3HOgJwmX3wkyhQlUvil0p3rai9nwu3f/Tjs/VRrik5opDFUo6913E+ckY6MGBfgThci0DfWcVgDbIeC2gFxaFs/PzRnp/3AT0K2MXA30H5qW2zyoDPZm8+LCtw6QniRYZesUPSL7xpERZOdAlDkU70Mu8d122FgbfLQf6/BQHemHip5tZlgR0PVkuIlxyptWeRGeriWjqLhcOvQW82lAT2QFgEse65UBvIlwe0vPUoyAMqoEuEeCzh/HNgf5litSdOSaOYvcEBno2QRHXoBZYpl0O9PxhXXRINyLhZYbV+8UvcA1Hjp9UElFioBfcWTS5yhAuhXJmPTbMDyPIECoF+HkD4WKUqFxDuGCeM6dFts00ZeLn5Hxe4igFdCGuTiZmiPK7lJO3i3NJ09D17y75u/7bzYH+8sHNrnXdaWFMcM4nDUF3I1w0A92lCBfnp6xU2S2PGXO8KPSqxo8lkT3uI59sJGLyBr5P42KeGkcY6EfdXiUGOgCMWQ6Zo3EW98iowcuyMAO9N8Cjyudm5wC1aLosaSO0DjFnWtR7JQiXioBO7HNyoPdin/Fz1BdK2MSypCaWxAzjF0gL2M2B/sWHXgAf50ua7x5EsDyfA/159vPS4SrolcwkMNbnNpkYXqvyfQ4H+pEmog2DRsZLH0csqhrXd0gRLlpgegLCRQtqpXH+Uc2Jp52elhwhchPQXzL0vOSz+RFWNHH1BxEu+Zx9w4FOCBeRvnk/w1fMKtcy0Efns0r7Uj721Eifz+0monuc9cl97LE6x+lHZYg4sjCaLbAtjs9PtmBmdzYRlWLg1Q70nc9EPdd73H6mvdWF45uAfmXk/O2SK1tPTPY7e2qrgwl/Uvx+cqo8x5hc+L5rNEcqcEJJ7MmE+BKuRp8PS9uGX1QRLmVxPN1GHJsUl0tdgvX7FJqXZhPhKRfQs8RkvqQlJqVVND1ROtBEFIhO9VoTUQAYH+P3vN1ENN+GP48S0LsCA72VmDqVlN24nl+uaIkuT2Ggt5qAXlTCOPfbl9grvAABAABJREFUTUT3ONC3Er9UcI8DQ6uRqBbufRHhUpi4hfM1qzH3cSwsUGmEi7in0yaiGw70roFwyZwBhXFPj1H6Z+8LrgqZhAsGukju5H51E9HHrJS0zmJ8WOaVFYqbA/0lgxYtBl+/vuK2uZN8T+jtVoSLcqCXGOiJwJk3flsRLqlwmjeFF5MwXdW2HHN7tZoyXxNZReARBvrmsca/y292WlSTMoXBAYBFNO+8uCVZS7koE8joHIwS0GXzTyAVsLUDPRGy1Dkd508BrA50IArpXdGBXq96lAz2msPt2lLoW7y/yBAuF7X481QH+pUOujwneBsIl6rg3HSHX+lA1wL6Dge6ZqBLRFj2+kYTUY2dQUHA10Kl75VJIUO4HBfQ3VgR1Apj96OaEz9F6LzFy8VFfU+fParr6okC+pYozdXrykwo9ZOLK4vprdAVqrP3WRVHjn572jPT+xTt5xsai5+nfc1Rs6paMe+V+ZwrIFwazwftJvdLPD/Z/R4c6JsIFyniVeaDOq5dxNDH7y5qQbEkoL/RheObgH5l7FmdyRshtC+KmoMl3UY60OPvSw50p5uIntXxic+w6Ne7kd3c1znQw3uSA702gVvKeJZ0m7H472JJdSagFxzoqogtEdCpNE6z5fTDp3CD185B5wHjCu5ytQ8S0BOXeuZAj9/TIE5pVUBX2/C/9yBcssQy/ryUKhZu8aWJfHFQCuhPYKA3JkMXV0G4FJpG1fa37kc7lOvH6L1PkikvBN4WxiVLgkoCeokPWkG4PJYc6OqzLY8CeSLG/hrChQX4FsKlMQZQ6Enloxb2nSu4KqQDXSxK7HCgl5qIJg51rwX0uJ+bgP5ywdicTEDP77dcQN85yZ9z4T2t5Buz/hxrE9FU4Cw1fNeGhhKmJf5dN7D8VvLzlii+xzxxJFq89s1ttxjoiQNd9CbQAnphYUI6yB+WCfKsPKocdPIeFmrMn385+Tlp4tlAuBgtoE+rgE7CuWEBPWegayRQ/f3L+Xu+8PL0CoNbPC00wmV6VAakowL6l9iB7p1LFvO3RPLSv+nnXQz0IwiX8O+p2+9Ad5cxqUZoHbN2oAP5XBHKgZ65Va9BuFSaChYd6BpXpB1xlRhVheVegfQWzxOZA31Mn4+1XjK1yPrcbVTFkfFPi7YS2TlegXDJ2e4+7aHwHhzorerBIsJFXPuLB1zh2m/NabIctNFMOduvcnBDONCzxQxyoG8hXKTUu9eBnuW7+xZzswqbx/r4zL/LFibfxsLxTUC/Mvbc4EedJ3uYmenkJf5+nNXkxRh4o5p/3qX7SspMddlZgnBB/jfo36nzwQJ6+EVJHPdeieOV8zOXtym6YHcI6HoyK8XgmgNdd7DeI6DL5Iac4NNSH7jpgTU1Gg3OlwrCZRyL+6shXJwqq+kKCJdSkx/+W2nB5RZfmmgtDrqEgX5QQG9cc5Pb4UDfUQqWIVwaE4Ps8IXAOzW4/xnCBQWES6G8uYZwuZQcC+r186N0oAuES0VAryNcGg70HUK+dqBPBQa6TDZnUUu1iPMrJ7EyoR2dbyJc9IKIFNBvCJeXC7o/tIBeQrhoZMteBrp2oE+Ly8TLLA+bL2qbEqt7zMtwMyFU7EM7rZWYvDUBbDVlviZavPbNbbd69Yh9Sbe2RKbQfnVeOAsB/dFNyfiqUQMrA11XGHya/NxVBGwAKdJF98+YViG+hHDRfbpaqJ6eGOhuzrBA8fU3B/prC734PWtx6mDzzvfGQH8DTUTbAnY9nzuCTkm220K4FDAxU4uBrgXwh/piytYxA8Ayqdd3HrD6GVjOsY4y0DMmcmGcHxedj+16ixzhcnOgv2jo8/8tXSVzVEDXRoLGc2hxS1VAl/nJNQiXjO3ucgf6czPQ80Xs9pxxT5Vya06TNxFVx98a10sOdDJ21hjoBxAuxna7KsPzfHefxqMXAJxmoN8QLrfYM+nILsDGCo73auK3g4Eu76XZqcG16EBvNDooCaKMcDH53/Rx6dVMRrg0GOg7Gn5mv5cCeokxP6t9FEQuj/R78FN8sLgKa2qXA11/Z2IfLI43Bu7iNiphG6WAvoFwGRoIF+1At0HESkTBxqCmH8Y3B/qXK/LFK1nN8gSES8PxrBOvubuuiah2SrScE7rhjRc3ddOBrlfhaTVtw4FOSdmkBfTC5zCZA10kthLh0vUJo16+H4DC5K7NB832o7a5KPfA5Hye4InzMx90oDsAD7oaQexef5+Pwa1uYNDtdF/c4ulRd6BvI1zmneNG5kCfl5RvWWKgK8Hc+0LJsJuUcFrAvDRcxotCjWyaJxTCpXS/Hom8BLo++clxhPuPVQ5To8LWlM7rEhzkxpwwLTM8DFcfPygBfnKAVcI3OccpmIG+5AscEulitJN9IQF9SP7fGTQd6PrzJAgXVUFK32EmBtxypS88MgFd4xGe6EBvCiQH9vMWhIQ9DvDi3zYY6Lsc6FsIF3Kgawa6a+Q4n7cE9ELOliFcVMN3jXBBFLz8PAMix9zvQCdBrY5lpbhkAvpOB3qhGfwtXi50BcDnapEvwyJuxKKvywbW7bJcuHo9d6CHa09V5+5vIpqL08k9Ns9NXN41kWHqGg50zHOGmSl9tpJTvPR+zk3HHOh67iiaiNYY6JvXglETyh0O76vRc1tNRPcgXN7AwjFwE9Cvjj2TjowL3hJcduBevPfJjSnLZzOEizFwWvhWCJdW4yrZkDMT4ncgXKIDnQT0wmff4RaHc5Dc80SAyia0Y4qEAdLX0q+UgJ48WCgx2UK4FByhmQtfOtB3iON7RPbEgb4H4VJzoKtBrYRwOeRAfwZu6y3eTtQQVm5xkHn2chDh0rrmMufCriaihQlFlsDVkw+NA0kc6IcQLjsc6NPESdmkES56YRAA1BjkL2WEi+u6nN0JKaCng51vIFz0olppGy2gj94XXRW8y0RAFwz0xIGuylm181h8hxc98QjPjFN3gjH7Jo+3eHpUGeiFqpQcxbLTzZS9Lu/NkQmYSyqglxzoK35Ei+z1qsPcaZ0iXLYqtI4gV/ZElos0JqDHKyXj9lsOdL1vcqBbO2AMf6PL4XPd7M4DFnqBJD2vCUJFi/VirNUsddqPNSnCpTfRVR4/Rz1PTh3w2jAzFV/zHIz7WzwtdPVY5kB/KsKlgDq7aj9vQUBv9K05jHBRQlr2Xt6n77cscA/174621U1EpwpCBQCWz9LFz+YxlxAuGm+pES4QAvqVzsuqoFZkoKtrfTfCZb/R5BbPH1po/nzUprWD5iT9fG4858fxIYqDFQd6CcWyJzIB3fmsCuO5q7Zaz+DSPag/W9FdXxC6132rPjy+xEBvmGl1fjy7OH/T5XF7HehK6nWX7fN5bd6SoW1GbVgtaHJv8LkH3AT0q2PPpCPfpj6J2jOB0r9LJy+Kb2UBv8VAbzQRXRtyhgmAFuILN1Lmtt+DcMkE9MJNoxOCBgPdu50IFyWgSzGYu8lnDvTtBFszOKU7oMg3rzjQWwx0TvS9z8TxfH/pNphnfuhKsQ0ArIkIF3ZONZLf4vVyiy9N1BYQtWD+1CaiqQtZuVQLAvqeB7F2drQY6HrSsJeBnjWKIq/iRukgJWXagT7NecOgzIEukqJZjdkaqwLEc11zR8ltase8bpP+blTHOrk6wsW5BTPi+0s3eorvUZMJdX5HsfusiWhYaDjZG77lJYPujz6zMBUQLs/URFQL6N7naA+fMc89nHZPuzFzLUl+N6Dypy2Ey8bkIzMDPNGl/DQG+paAHv/eGcCQC1wzVl3BFT6TgH5iEZNGi4sS0GfvYaEmsoqBTgL2WMDFpE75dExawgKH0QiXYhPR+kKJbGJaw+YcMdLc4mUiR7g8cxPRZ0O4vP5rpVU1eAjhMu5AuMwzoMQs13KMswM9zXGkIJY5yLWAvtFjJxfQldO3QxXhcu2CSQ3hUnSg64a52CegZ72Cbg70Fw0t2j5Myhx4mIGuc6N6TjJd4j1Vc6DrPHveK6AX2PrJfTCVcran5kP1/Kp0D5YwMzpqDPT1vKY4l2xe2lhgLTrQawgXdqBvnXu1gHepa5EUR3s48r71XO+y49l4Q7h8uWLPDZ4zhFouoO2LNXO/iH9PTgm8BQe6FtDbDvSZ3dx7GOiZw6qj8tUWwmWHA32uO8rLrvkdCBeTTqacWJmNK/sqSdsloOtzEP+5y4HutrchAb1z6uZdFrjH9Fz1LnWgA3HlUw/ghHDx8FiCW6s1Kch4angbA94tnidqYsGi2N/uKAO9cc1ljpgrES57+HYUOpGSM5a5MZ5njgB2oNeP1Y0T512aga45lgBglYthEfd09vpCwlZHuLQY6I39hMgQLr6OcLmoMX9JBPS4H1018LDUk3f9/VLz2aG7NRB9yag60AsTP+0k38tA1871Zc7zqHwiMGb51azF8cI2GssixdTtbTdEae1uf6JLOXNwtRjojQZbOnQVJBDzkFnnoG7MjoPOszED5zn0iHhQz5TJA9a0HeiMUFmm7Jy5BOGir5PohF//HxfXThnCRXzPGcIlMND9nJ0XWrRoCfu3+GJCNxFdLkpcOlhCngkkXyaES+OzH8K7PD4k4vieXAPYENCJga6aiDYF9B37iz/nCJdFCei+A4wtV2E9twO9VOl0Uf1iZu2sq8S1AuktnieyXj56Me1oda/TDPT6GDUKpJXWQui5pqtzW0ak1nbjsgDiGi01EX1+B3r7nr6GgU5zmqJz+8h9rubMfnH1ipOgZW3y8BW6co8DPa9i3Dk2aRPdNQ70G8Llw4580pF/4UfKUPIJVCF50Mm7SPSnggM9E77vNC+t4eb2U2Sg2z0MdDVA0P3KDvSSm2Abt5Jz0qXrS71nsYlo4WbVAno4Du8cswuzxES7CgoMqeo5wD48S7cH4RIEdC2MA8ia3/TLykFPjokQNZqBXnDWthJjzZW9lSV/uaKWkLjMgX5QQG9UPWQO9O7KJqI6gWsx0FXi5HciXHIHenhdgnDRxxpv1kktfupJEAAYnVCPcZunCOgthEuxrFr3aVDbjA0Hum4cOKODB/FB43vrBPZzl54fyUDX39lDYKAP9iagv2TUGOh5Z94SwuW5HOjabQ44fwEyQTUVZhf3ACj3s3aVt5pLZoL8gQbye7bfiidVPx5ADQLRhZ0hXHyOcFmW6EAnEZOQAuOiF94MC9Q0RC8KjUO4lclNQMMxRSgYqlTh4yCEi4ljw1kjXBrfMyNc5gu8wsTQtkcaut7iZWKziegX5UB/Jpb6S0abc97624bzewcrd+t1NQZ6C+HSZKBnn7WEcMkZ6FmO5ajK90oHOglqCjVamodpBvpuhMuBPPkWzx/6fD/qHP7g95FVjWOfAz2rcghjZ9Zk9kqEi65Y9VOO3XuqA72FSC7NcTKzVhHhUnOgF0wcRxAuOvcVDnTo+93uQ7gYox3o2+fz6kUMPddrPAOObPMa4yagXxmlsuDtbRoTk2sc6KJ8dtGOYGPy5p8a4SIZn60GWdqRswNXQzd6m4FeF8fj73TZkjxmPTEZ9yFclIDuaaFA3rSZgK4ePqVBQJ+DUhNRuQCgyhtL2+QO9EuybfL+KvHr54KAHt7TjekfrMmdtU0HusbV+MIB3eKDjdp4sWhH6OEmoi2Ei0rYnsmB3kr8skmDXGgqjVf0vjq5KjYR1ccqBHSNcFnyhMtqBnpY1HMAFqsRLoVxMCQt2h11uImodqArsX/yPnfLLCRopePIYgaeFLa++0evv0OIbdNrjo7n1N0QLi8ZEeGikvcCuzNvBrpzMqabj2qXVYmN7ZXAgVwc1w5yoORSF/dyeA8TBNkM97KJRdnOJ4/EEX5lK/fb2i8QReQ55Gp0DtbGq+v2XffRus1MzTtPzEBnhEtJQA9i9iVcDrP6XiQDnT4HDRUyT+2CgP4Y/ubC903OcysW186Nikt9rnjxQF13QPzOa2z0W3xxoQX05aIF9GP333M5x1s4lNcarc/eFtfD64IRouX8pmAhyhhgWO/ZpoBeY6A/0YFu7u/5b1sCuu8AdPsQLlgW+IJZQkcN4VLSGC6qUnLaKfvoXjKtSs1bPH9o1MmjEl3N0SaimYBev87GR4FwyRZpSEDfj8JMttPOdS0me19AxD6xIi/TK4SWURi/Spx2HbkDnbCUubnsyPOhZDZi4+OgDV07ES72uAM9N6juXNzLmojuENAPNFl9TXET0K8Mn5XDlATV6ycmZZE6/50un7X2bn19yYHeQriQQyn8ygskh8sc6NufNWegHxPHq7+TAnRpkrjDgZ4jXIIDXbLuBtV0QSdFDYQLrfZtNxFVkzFioDcaXLiGgK4Tv7vCKWeWliqrscidtc3EWH/fjdXsW3x4UWuolyFcnupAF8kVJV4mDCrzsIofRceTtdnfKGhiQKNaa2KgEylfuE+KnyPLbQsIl0kfa91BPhUmVXbRpXFlfjoAjIWKmfj+usFVPPjYEyJfrODt1ThBx9ozn7jhQC+M+fMpHE/SRFRNJtSqbiqgh+sk/MwIl5sD/UWDES6uztinoKahlgXJKxEufD3Rt+8zvJhLBPR1OxLHSeiVgjq5k7Uo7gvO5K57V9m2LchlPSWeOGHc0+Se4skO9PD/JeSgdA6c4JLH80oIF7FgT9gqpxfeDO/7Eu73eF7XMaIXJhE6ZyS2lxzotB/n1u+XGOjGdCy8Nx3onkT/Prw/ffaYy1p7DsczJq/hfdwc6F94aIRL1mS78LxsRStvORJvsZlaG9OyLa7bj9axwX2Wzl+wLPlia3iNGQbYPQJ6+PfYYqDTPoMovkeQp2MuIVwy8a83OcJFNRE15zg53/OdVxEuhfFZj6vXIlxuTURfNjIUoa44Paaf5zlBY84ue0LUrjEthO93oGuzRD630Rikp2LPiv3y+ADy8Ss7xh0IF88IlzyX02bJZm8Lyo8ptWkhXNiBfgzhgh0Ls9miQwNZmmynETRhXmvCeF1anM6fn6//uQfcBPSrw7HjKFwURYTLgUkMb2t5f17dtFGgjU66Xrl/OhuSAOFAN3MQdO/DxqGEKy1NDclMuGeSLsVhP1TuWmyYSgMcHfJAnyNcYi1xnJyBywjdICZjmvsFCAlBsckBO8Xr7HVvw2BD/ys50E9KQNfIkqKAvv6OJovo4yLGOajpJTzLEr7EgRjoBZcqDT7kQP8I6zmbe8PiFiV+Pghy7+bC7U0C+kzsrCj6d2GQpfengU66LeJnDecjHHNrNfsWH17QtU6LRYSw0o5zp1fpN0JPZlIG+vr/M9bkau4LArqalJXuU5oIfNSt90cT4RISqftwT8F0uO/vw34aD3m6L4Lwy+gX2QSZJmPv3oVjDfdQbzAFJfE+YBEmVxDQwyT98/6cvH4SXfD6sM3UFNDD5JIeDwWES+t81hzoHwdn2eRdTPDC54oIl3x8nk6pWO+8Z5GN3K5NAT08Q96F7/cxJH43B/rLBlUyEcJltrxCnG07hmvmo/Dda2G8FmO4joaOBNZUsAUAZxVGxMSJgRZ22SnNQq1B162mBO1KlxMleh72/UfFbVuTD+9dgd/9tAkEHQ8ZKtoM9FT832P0MKbDFPLIj4Z1/CEXNp0D7yMDPTsvAplCDZZprB3CgsfKQF+3GUNeTM5xE76TwcQchwRrEsllvk0omDHkoz4gDyX7fAkD4LuOJpv5fmhSSQL6Kbz/IvjvcQFhSl5Pv7850L/40P1LlicjXMIY01i437Uf5cp+CyxYPUfZa2hgMfpjEtDzqh/9+SlnMqcTzOmUvI5E6JKAPw9KQBc5H4lblIctdBylY6ZtP3rHf+McKbxeC+jm3EWEC4tiPvk89Fr9frXIenWFca00zlM+NiCci52yD+XFQ5j/3xzoLxt6weJCeNnwLDNHES40Zw9pmEbZJu/9mCNcSHei55k2qkzeZ5pVKS56/lUwBzmuZgvaxlPzIX7mFrSvUY3dOxEuPE+y6c8ls8SR5wMJ8yYYiWQTURb8CMNkthEubppgOtIpqfJlxxjDiw5hbNmbt2gHeph7xnluYw5Jhog3sHAM3AT0q0M7jsqu7P0XoFf7AworhuFnmowAwMc9TZDC5IUEdGtYvLVzECTu11/YJR+UaDXSjCb5GaaDC5NTngAU8TIhiSC32R01pcyFIw4ST07x80BPNOl14XOuv5uSz5xMTEh8Pn0c9lf4XoKATp81c6APA6/0WZzDYa0JNieJhcQ2TkTDBLIDxjAIfgyaZIqFifB+43l9s4/CNlKYc0rAWoKA/gnW8zH3ho+JEj93vz7o3k1x1VELkn5MBXRrOhaYyAFPg2xJPGMBNeSKzrz+RP8Wzxd6/KPxi5qGdj0toIF5j3sic/iIa47M7fcsoPfJa5LX88M6H3co8WOBdwcDnZI9mB73YfzdI6DHKpvgMJIVMZk4HVbqO8su8o+CgF5qqtiFfT2GhQRiz0138b6/C+PF2HCOm+DkZ1MoJYLOxWNsJT9qAn0JxyoXKMiVYM6EsiFH6DpunBEnnctXwvkg8V8kr/SdXcKE0YQxV3I94/drw/EEhIu9CegvGYToOIfF3qmrNzwiwfzdmRZxd7qZwkLwuyC8L4U8ypnwrOI1XxKBBxZQSdhloTewtq0deOI4M787PEsLaI8owAeht2E64OOTTmkSvJ+Jgb5HFNe5Z1NsFyYO+opiDpovXixBqM4WJoQD3QcRmsbaOxJ6xH0/BQOCc+v+TPgOBlEdSd/BJYwFCcKFWOnULJ0qNoUZhdZ17mmRz4TcL+kVtO5zDnntXZiYxvMyCAf6lPxtz/m9xcsE92cIi8fLJXx/BRF2T3Cu3Mg7rtvP679WWovsWlwuidEdO9DD2CDE7syZSNi504nzDaq8Lb5H2H66W8eoLowpiVtWH/+O/UUH+hjzn49SAZ3mjv4UBXRDxjKFcDksoNP1FZ6XdiGBLL/uqALvLuRYex3oF5X7alfuLd5v6CadhDibOxLQj+2P5+ys8dQFdOoJMXVgLaRXz69RCeHAvkUWPaeiilXSKIB4D7GW8tSKPD1f9fUxygmECxmninNEJXRrhEuSgwb9iO/zFgNdzZVkE1G+3wNOwlPjvEa+7B/Fgl7Qe3Rjz1Lkecu+ZxoffzCh0ns1TVjZvP1t6Ek3Af3KYMdR4wZ32nnScCHp/cnXx5/Dg9meudz0oyEIqSQmJwiXIJgHNYYFdBLUk9LUMIiMYaJCAnp34v10jckdDVAkzrOAziyX6BznIHGJxG6ggGApbMPOHi3izWL7cB5LCBcbysUnGqBIVBZCUFjp60z4zCQ0NwYBHnBsGCQ74HIXXFphP4xHEQ1LxwDdLAno+eC+fr6Pw/7mLgroPpRALnfrz++msEBgAKsmBuRAR0i4jO3RhyRPO9CLiWR4nQ2siZsD/csT3nv+/inB0Qz04RxF3CMYlyig59fcGIQRngh0BcfTDsc0JaYf96lwU4pSkvhu+ATABgOdRBxanCPxVi6O6ckTJWS9ZYTLPTfay7PlPiTUY3gGINzTcxhPeudxCmPMRTfqEeMPwnnkvhU0uRPnrvR98L7UGEUJ8UfsQPcsmFvhqgBig6s7IaDPX/k42a9MXnkyFyaBHQnoyAV0ev9LmPj1mvV+i/cadH98FJ6HYx+ut8Jk5BKu/Y/O9Aw6hnD5+KwFdDEZ62jiGNzChvKoKKDPQTCPrG5CjZyYj01YlyhKC2HVp/kbCfAkyLdEUyl6tEwKRyLmk+Fe2uEqj5PV+kSJjRJ2YMf2R0FAJ4yJzGF5YSIcx6IEdGssO9Bp8v0uLHhMYlGMBGtPaJ0gUg/GwPC9HxbcSCQnI4D3sVKTUFosxEexblECOgrufTpXc3iPd2HxcmHH/4mrUpmBro0VTyxHv8XTgxAu74ZwL4eFZs51Dzq/9TPw2uaf0eFcz19eW2QisHPM8W6K6ySG09xGCdfr9um9whWKwxAF9CC8l+Yp5C5fzuu9/M5T7xXhQFemDULJyO+SUDIs+r8Ln+fxEQh/4zkajQVkmjhZmLBISKJSEeFScPDXgs9dMEt1Lh1zZHAVJdKxayt0peZeRMctnicmJeKSiYYkFntQQOc5O+lBLQd66AnxeGfYgW4tic9h3uFSowywT0CflIGJPpc9n9mh7ZYUB/dc+VBpEVuPX/O8MEiBRf6iA52Ou0t+Lgvo6vnScqCruRIWHytOgq7WLUHP6V3ymlK4BzGGhmPTCN/i68iwe3ARgx30pAGEn5tzyExAf/3PPeAmoF8d7DiictVSE1F1Ae4pje16kTxoRAmJ3PbEbpmPA06AX0+uGYFwiQL6+ho7k5tHDCJh8sHiOg2u/Ymd7D2J8yUHOg3O4fVcfiIf1lnT0HDOpAO91li0sI1eoHB+jNufP07fQ4Tvwg290HkIgwole8PApXHsQF+2B0C+JmycvF/elcXxRBgMgtc7o7aRDlByN4SB5iMW0BFLGT9PBfT78NEXsQ0L6MHtSsdsTMdunMhArye/jDAiPNDR5fBbvNlInH30cA2LgyUB/Ugj0TgRza85ElTuWUCn6pbYeGnPg5gSP0J8NB3ojnAgUcy5H9axZW4lFCT+0HOhgHDJJpeUeHSGHeh3C4nIebJLDvTxRAJ6YMOHSdrJAX2YME6a8ycm+CaIQCY4W3hyJ5z9kvmZfVTlwKISTVqgmBIHOiG9iIG+7m/Ago4WYT6h735O9gfE72wMC7N9wD0s0oEePvPHvO368w3h8rJBDnQS0KeOFm/rDHRCuMxuXzkwve7dKX2Wr0JmeC52lNuEbWx0C0e+OYnjJIB/xvuxqjEoTygKwmrXB6F4JiRM7njSIZ09z4X5oNdTPrnHVc5ie8vo4eP5JcH5o4CQoiZldA4AwZYPv+MmoGE8PNkTHAnoAb1yH1A/E2EJPOAIlUiolJD/dCa6iE1oZE54FbCALr4nQseIz7Fu4zERIoxKsrlkXYzZYV8TOdDDolwsOR94wYVyJM2Bd27adW3f4v0F5bjvesoTnjaBL7Gxr4ks534LCBc1RwHicefnVSw6agc6CehCSMubqoaxu4BwaTngyYH+LuR+aRNRNcei4/gozjnp82Riu+g7xb+jcZAE9EFUAg9p/sNCuFgQOORAf7e+pmSKo2AB3RwT0C8skBJi6zZmvWRclEBNxhQ3BDTvUQd6eB7aKVwrDdMbNVWe7qNEGKvj1usoOsnj9bSHk59/LnJyx6oSrxzoT67Io3yo5UAP9+9FVFrIOYwM7zxXGWcOdFowt3E8ZAPmnueLEqAThAs50F2YywQtq+lAf4jmJM/607bhMea0eb7bCpo/slkqzONoobTEX29VKr3muAnoV8YebqRXonhJZOdtWRy/R+Q0aS4miTEDD30f0+SF3D8mbyJKzit/Iuc1PWxHTuTJcU4Och5cuzML8ezGLjY4DYlNmKTSLMTLcjF9A5YQLjWRfbgHiHdJZSiZs2eODHR2oBfOeRCK7EwTHVqVi8kZzcE6FtDrzlj+eLyIEQX0MTjQ31EZO7u74+sfSUAP7ijCvCQiF/H5QuL0kQ/OuQ5ZKeMcBPS7AI2ercmSMxLrPKFXTMcOTX5/lfwmTgykokRrNfsWH1aUBJ/MgS4wIs/tQL8n13EXHcU8YWsgYHg/GuHSEDOo4ajII3EOYlDLga4FdF9qIqrFfjpPvcVkiIEeyjYLx9iFhJoEdBNePw3UU8FjCPer7nQvxXHi45GADuWOAgB7Xx73/LKwA4smwuQo+Vgy5omXeCYnaTiucD56s6APz5zlkxQ3Rd9PZ4A7cuNQE8EwDi3CgT7xokdaenwT0F82WKQKz8MLCegNhMtHYuFtD8Ylol9SLJ210TkeBfSwjaVtBuEuT8VxEtStGbjRJIviJEqL/Ey7uGftVt+FRYmOeLezYdPWPncJ+GpyuQf3YszAJo6PNMLF3oGmFtmiA+Va4e+DHfjf9InfhVyCXOcLEJtgBee4Dw70Hh4DjV80fiDtS7QIJjFhWUzwmHEFgp85pz4FZYLE9rRX0Hr8JO6fwzNILixYFvtDnupSIw3g4f0tX/oigxb3SEDXwujVAvoTBYC36MTjeVMBQ9JC0ujFAmaZCzFZO/nZsd1EuIgFr/AecxDb3zlanKv3eSk64Un0yRqfRm47vz89gwJmQfSdhwmlMDz/oj5TUjzc0+CP8rcw14tmsPy5cWEBPeSSOwX0DLVxW/R70ZgqCB0XFmGOO9DDdUkaT2MHcxDQ5/t48RqTGihHlWfLY26FruqdnBDQqZ+b6inzfA50ykOWjAfOFbSi2rd67Ysc1lQc6LY7M8PdZwbMBsKFBOgWwoUc6N0OBvpjyLncAngyml2BcNnhQPei2phNtHM6P2xiQGne/wYWjoGbgH51ZDdk4cGVi+zbCBc58dOCe3QLD7zg9G5Iy0w7wXRcgmuSemi5IKCbKX7tXOYaHq60ssWO4v7MQjy528sM9HD8xN2mUjUnLrGaON6d00aiMkhk7waxzZS8ZzJJZVc7OdALzfNIQPd0ninZCzfxMCAgNyNriiaOlFQVOsTz920ir308hzIsaHd3/JzjQMJgfRs9+HwcvouigB7EhFMQ0Ke+0OCHBfTAH7M9hjDYZw50mUiSEyM4P2kR4uZA//JE0TFJ5epBVekHG/v4Hmgk2lqJnrSALpAcsbJCObhKAno2MagfHyV7ZwsgbHfew0APH96Q+ELOx5YDnZKy3mDstgV0QrhQeTKJ1FN4q0E60CsT0fUAqEaTHOgpnxPDAHMqu6MSIT58ZxflTJHJpxWuCgB4dNTgakFPgtdHQUCfKVEPArgxsaEVN/ELrhyRykQHfOqcGgSu4RbvPwiTcB/6dZCAjoK7nFjmhGIB9mFcaJuPzyQgkBNYoDSGdd/Un2XpYh7FDHQSvJmBHsQckY+xm7pQVuwzhEvalNT7uuvYi8pCFl+fjYEehJ4WQkY5jfaI/WsVZMht+tSIIM8ZglDdib49ALip8tAN8EEcJzbvuzAOkZN88UZUMlLeEtAFxnNvA+NJ+A55IpWaL9El6q3opQPw+Z6WiXPqAamAXqo0IITUnU2rOa0dGAtDwjvnhY3q0lu8bDBeaqA8QQnXT0S4XCsA5Pt5/ddJhq8Rv2vz0emcKwFdisk1B/pOhAsvwp/W+dI9CejCUaoXLfT+5LE2Hej3NA8N93t43viOejK42PrBKQd64zOXgrcJAqdpOdBpnLbpwuRWTLqS8Cagv2jkQnM4/ydyIR/bH8/Z3facnZoqL+9E9QSonwshXNbjOVmRl+9woGvn+igFdLqnD/Rw2ROU40i8HN0r+v6n47MAzhUGuqyi1FhKqdNxDroDARz3nbPVeXuqPljIgU4dYX2115i/hNf6BZw/7RDQuYpR5LCb4UApX1xYCLm9adEbnlgB9kXFTUC/Mvbc4BExsn0BSjyLZijq94Tp2XH3rgsOaXagRwGdHeiX8ACniaQQ0BlfEvw33PiERuduQKisZXG+6Lan46d90xzGm+geyvjmJXG8ts0ZsKkI5ZWzZ/2ZHjIflfcHRHHcpc2epLshiuzkCFNubORJMnPgMXCn6zmgYDJ3OQ+IA6aORHblUi+IU1T2+M5TY7ZcQJ/CwHW6hITJ+oIDPQz2NnwG2+OsRX7FY1z/GP4WPmDn1YLLLT74oPvFmA5dd5f8jsTybrCwHTXpvcKBHiZVsuqBBXRq5GYKArrmcTYQLrLJZS0ocVrzlvVe6bq8V0H+QWiMjWM2AOVAVxPPcJ5mgYu5C+9fEtAHwuacV8HZkIAeXE4nt7rQgVyMZJdT38fxme5hhXCxw8CNRrMJrXSpk4OjcX51ueMYPsOABV0YU+b7u2TfNHEbrME58IlnTwJ64EKKSqcM4UIC/K2J6IsG3R/3hgT0cC94cPkrb8solmMCOrHT6XXkwEsc6EpAJ9fO2iA0XVSRDTBpG1vBvDCiw/uY65FjSrm60XAdSwe6sakD69qIudEOBnqjvLm2rTEndmzHHJTE9bgwQaHPKwnip+7E/yY++buQD5HQM8MkTUcBwIVtLTwvjNlwRJ4F9TDRnwPazgNdcK5TUHXBuIzsqO9pUU450L2YgFI11KmjpqQlB/qU/L9r9De6xcsGj02EwNR5g8DC7Yk9lW+H9vOGhAQ+5vMdQPfDqAR0zsdm8bpUXKf5ixkGdqLm+YZwbJ94kpnsJ3W5B7NFmP+QIaHpQCch/3xe8yP5edQx03ubYYhIGapGcdRbJryXmwFTNikcRrhQ/hYWnMm41mKgvwtz+tl3uxBSl5qAe4sXCS00s1N7CIsmMFgKBsFaUNV4R6bApoAeejedyQUFFk5is+5obOlJQD/iQO/T/NwMAzCk+U/LoHokYn72Tvwu1WJYQA+n5WwNTpXP5YUprNZENMlBlX7UWmAlIZ4Z4h7sWPfBmMpNg614RlXuT2qQDbfE8Wfefrbpvox7clJZXcpmqZBYSROoHn/eIroMuAnoV0dZvNXbFBzSG/uzYtWqxkCH6dgtc+ps8voO6YQQAGzARhL720xRoKH3cIYEUULAkIB+ZhpBz0zI0mJBGCBCE1Lu2rRgWxzvz9EFmbnUQ/ltd4rN7siBnjUyFPtnB3r6ns65iGcxqXtfIlxIQGcXAX0/JOxBJDHqHBjfgYgmc3D931Xc5WYYMAXH1b1XDnBKpPoelhjm4T1JkJ+EOE4J6HgX+MBTSJg6ZA1quNwofM/Gdjg7elBXxEjxel7NJgH96HL4Ld5sRMEnX+wjAd12Fl1HDWGOONDrC1VUNv+OGrnZPp/gaMdToRz2cgjhEhz1cMzYJSZy24EemkaBFigLAnrmQF/f6yIqbO88TXpUwrEs6MhxeRcEdEK4hLGriXCZ4vhDAroJg5ZuIrrHEQYANhxHbNJKzlIpoFMTLUK4BAHdOOFAJ6a7croYiyEI6Eu47u4MIchEGame+JEA3+XPxlu8v6CF4LvwnH208VrRGBfC/twNFtTDcdwxbtA2H5ELiBqtmyh8+yGMSYRj60lAP2dCb58J6CfRaDIsDrIDPdzbfgYt3OvXlxxPOiR2hrjtexs21SKrftzhKj/iVjemZ8H5vlM5knguUOjz4iTCJYw/VFXyEd3jQVh3PhfQF3KgC4RLF8YCsMs8IK6CgD77uPhJQd//5CbMIdG1IAe8agYqJpCPlH+TA92Lz25To0mpqditkegXGyygDwG32OB474nnYrg+lxD/ktHKE1oLAvqzUrTE5OjYFpiXEPo9ZKN0EtDfUS5ZcKDrKt/ScRRNRXpbRmXQgm3YyC1clckGpin/PLpxaikypMNEjZPHTJxi1AZV9phhFyKMjAjsFL450F80tNFnVhhEAJimS/7CSrjMJNnAflDTypCvmwkgIYieaxNX51qc7BEBPTW40GtSB3qqrz2dgZ7mOAByBzohKPnZbqsLA4xM6QwMVZgoBvqq5RHChd5jx/OB5tACZ8iCfdDV7BzyxC4K4bVGov5xog0YXXeIgc7Gih3Pw9LCAjcRFWNmZT76lhaOgZuAfnXEssz6DX7I2UMTk2TVSiUPwoFOk5eToUZL4QL0llfFKYwaY81owJx1EktJQDepgO574UBHusKeHn9IBOhP1KvJIUOvcMxSHK+J7CQi59voJqLJKiU70LWD4YH/zZ/Vpw1izDDw56ckiCe5QtiDKq+UAjoBPcmBnuFZRMNSErzutIAuG+aoRI4F+S4K6MQink7pbb1iXpSjgyp/xAD8UcD3aJe8vbuDburDDnR1vdziww9XcNtFBjqV7F/rQFcOH4Ant8S9ZgEdXX3C1piATsoB0W4iGkQz40FIABtcjE0GOvVrMLToWWgimjHQw3sKAf0+3FY6dXFCuPb3QUAPH4MpWn5lBK/HmiZMsnkVHys5OJUDPZkczno8zSfPGpEzer8eRWdgaME3Q7g4dOH8Tudzsm9KXmWpKJ8fmwvo2QLJDeHyhQQ9x+5C3vBgRSKixgRykp96i4GbS22PG+RSJwa653s0Ct/U+6VDiu8wQmSn0E5piXmh0JO6FGn1cbKtFE1rwnTkZ+cNKK8N3ZR+T+4pOeU1hyJ/Vttz4967Lj3mNYdVDvQ+PS/EPT/ZEy/gkQOdxuXIQDcsslMQ3kU60ElWMJbGw3VsuQSczoK4+ElB3//oxqylGr0/id3ye76EpJjyb67KEhULjDVLqkupovFtTBA/1MgQLiVcYYNTqyPr3XItwiWroHv9TryyizoIcE2ESyHXy/aj8w3xXid1L6v3SPB/PTnQ05zCLwsQcqPsOJJ5V/g8pfyUtj2l42BkTUu0A7nRVY51FOGiBHTqcwbkQhfnY2Ja2DZ/AIv3sUm0EnBv8f7DeS96jITzT5rtOV73j+ODfmk1CNPLeVBjzk5NRD2JuDPgwzOPdKiIRrwO4aLz85WBTotQSrx9YkVe2p8l7TGomyDT8Q3GsGEn+1yEWent2pwJUcD2whARe9qE+3wHmitDuABAWKgPsg8L6JAO9Eq+zAgXCITLDge6V/ranpyFFxYMuGEynZeSEZN/1s+9eX4TjdZvAvqVsadJ0xFnT0yyhyoHk8VuLnYHD1yxcYnJxkXzmF6IZvKRs06rcOFF1DmYH/rdmVfNyd1edNsT/zLgYlIBPef/rj+H/UgBPWs0WnCgc2lsOkmMDn27Nh0t7G8ZI7OOP6tCuOA0xEajLj1PJTGZghmgzkYHehDQ76gcmcRpSoBOA8Zwrs/BqpAJ2MOQOcjZrS4QLhTjORfQvRLQiZe1dPHauF/KCJmis8TQajYJ6K9/sLvF84Qcq1ikIvcwIVx6AxsSv2Xef21Eh0/+sCUH+n1IPmbTFSY42yvZMYHbZjtSktjBcZM6+sxzc0U+daCDGL6Sm6wnkOG9aDzonMegGuzxcYnO6iZUxVBFJr1+cMAQPpp28ybCNx0bDVpaQD/IJA2FL3x+AWAxgOksuzXoPS5CQGcHesBxeOUWG4xhpwvFPVU5hM+weM90kHfq+701EX3ZIAb6OTieHoWAnjnQSUDvOq6qm3b0TqDXfXxOxU5TwogYxb8W4xdvo1jdcpGQt1FVhzJPy17fxYbiNRFbTrjYsfRsTbM+Dj83JmxqorQea3lsi8J+z/O1M2NMZA6rFx1SAd0F4fnUnZiHToI1Czbh53VxTDvQg4BuHPowuaSiRxs+B43X0xIaonmTfd+2gHCh4PdXQjgQq2yGkAuisHCjnevWnLK8+xYvH847fnZTE1FapDcF7vWeeLYmos/kZH/JaDrQG5+n6kDfk2+IbSg4Z2wI6O9C7kg5RQlBx8dRcqDvcM1rAZ16y6z9uIKA9VSEC89VA9Ih6WuWvj5W5MXcadx4vkjs3q2J6MuHPP/3VgnoYuHoiAOdTZJK4ykFoWIRtAQTtVcWnukZeLZCaL6miShprqIK45oGlq3wBYMqVxBqBnp4zVkuDGQOdBLQoylII1yMzOfITLuHgU4IF2GEpP0g6Emx99wcq1pqAnrgnXsfK2CwB+HCJmHCAO7gplPO3tnsvMgxs4YCLRnnXnPcBPQrQ3MNSxMUPTFpu4Co9PgUOZgZwiXc8MKBTgk8P7RhYPUg9pDNDIQThvYZBldieAZh1fcxSemV25Q/p1+Y78lu93C/+8Vn6BWOBp4lbjNWt8k5WQVBXon2y/gZ/5sHZ6SitrmLn9nO6XfR5PORC99JB3poPBjEcS1O2+HECJdzxYEOWd4XRCVytM8WQJ+6sx4LDnToYyatrIuD4jtXdskXE0n1MD7c0eQWbza8FARY8Fl/FwV0i44d6Fc0ES0sVHGTuZKAXkO4FB7CFy6NTB0QpaBkz8JFkcSkC03FICyKjWP2+g+3lvKisOoeTtMl3Eu9B3oQ81sd12NMnG1woFM+PIUdDc5jCM+COWOg08TtJBzo1NH9AMJFbhPGGBpxyWECAJNdk03t1hiTJqJB8BpSjio5ylcHejq20aTQh99fihO/9eebA/1lg54j5+BAv5gJzGdRyT45yU+9xUCOK7dfQP/olE5UVuFbCehWCSRm4GoSigzhYgZGcvB+VN+b6Ey26Ox9sq2154i5qiJcqPHp8znQY1NTyj0bDezVRGndvnasogoy/I5NHAWMCYVeWCD3+mAHmJAsTsF1QeOGFNC18E1/MwBO5EAno4cNC4rEK58/C/sxnPdSSAa6nn/OICxCatiw9hTddzR5FZ89fodj8jojmPs3B/oXF9J9GwX08Gy/u68aZFqxJ+/YtR9dQfcGWLCuIAJTiX7mzBf826YYzU3Ly83PbUlAJ5GeeeVx7jeFMeU+CIPsQJcC+g4nPL//xw3RP4yMNHdkodILBvGSvr+91oEeXJ5rVfkaemyhfg3vhKHhUugNlrxGPHtjs8ebgP5SIQVbXlAOv+pPJ7hwHV1Cs889ETWecJ909e8zQ7gkDnRahIoM9EMOdEIKaYSL0FYivSGMg89UkWcLz2CewygB/dRYGCAEk+mkA50QLsJIoBbTzY7KInagD3Hf7EAnr9NEveeWbE6VfXZ2oPs4/uwwp2SLGLsY6HRe8rmeuRdmEm0+beCCX3PcBPQrw/EEhW7w/IagG6nnC7Bx09ANZofIwawgXDxsnIBQSXt4f+M8dG8I85j+QjrQnXKg9ySgU2l8H50/nS83KpE/k9udBXjXEtDDDVnAs2TbFETxeH7DMWMJqIBz9T3dJTjQF8D2d/w6ICZeEOwpu5C7KpzfhlOAVx6FA30JFtCMLy6Ep8mSyG7TbYTITqVNtCp3R/vrAa8SycspdWlOHeB71dyHmhN2C3xg3d0HAZ0c8G6HA50Xh24O9C9NJCvs2m33ZIRLFHb1NUeM3Hf8cwHhsoOlph0QLbYj/a2D46Z0uxjo5JBk7rN41FITZD1ZZgf5+v+TAwZPPOA0puBAn2yH/m4VAU3YdgpJ0im2e8CoES48/ggBkUoaWwiXlgM9THrpE38kJmyTAdDbDOESBXTPDvQpCKiRfV93oNPkjhzok5z4MYN9/fnmQH/ZGMM4cQJdF2PGi+Rt2YFu0IfveNyoXHHOc1n5R9xwiYTMPe7yHQiX4jZpSWupaVTyHux4qojShQbyT3Ggr01NdfVjffKjES7r78q5KrvuRR8ezpYoBxWfmUK624GIXBq6gcfKpeJA9+iiAyvE5GOOdt/1MPA81xzCQgAhXOZlLXNfvM2qEmgsn92MBSpvQprvyt4fNG4RIxUufnb9HUZEz+nZFkhucX3Ihe93QypoSBFHc1pb8XwO9OfZz0tGaRG95kCH94xMaSFcdMUtv1eSb+xEuPQ9piBAvRtJQE8d4EAq8PB7DOm8q+1AD/P2IKCb4ApnHOoyxSSPBfTtKr9SeBY4AxNZGJH12EJM53ciBd0U0IsC7m2O91KRGkGounL9rvs+CujjIQc69XBJNZ7itlTRS2a8OV66dH1dSgiXPQ70sCPqkURXazJ+UMNTQiQ/tYkoc8lFjuXTRT5yh08hDzhZKxYGlAGJxOpeVtWGnlTSDGtoQSDMHfeM6yxCWxgrBHRrI1qYGOhmhqEquJoDPfDODRYYIkscEND7HQZgDoG24fMS3mpPZVHSY/ANLB7fBPQrg26S1upM5pDewaG0Jl+10tt4xMlLr90/zicOdON8fIJSTC5L8rlpZv/Juk1HAnrsdG6pC7NaLJCfy5DbnQT02dfF8bkujnMkjUa1Az39DgCsfS66QWyrHeih0/scy3d5IKWypbs4WTPU3RwFN6a6wSXChRnj4TBOriyOm2HAGB5sp4XYr0pkLzg7GPfSARi0Az35cUW4kIBOA1dYTZ7Nwo7Y+6XCYC85MWjBZQjlPekh3OIDDrmab1XTO24i2hvYq5qI5te8F4I5ECdBs+kzhIvTonSJga4RLjsY6BYLoBAuTQHdUmPOkOBKhi8J6LpxWUiQyYF+ch49IVwU+3t8XJ0nk+25pJMY6KMpIFx0Akjn+SywFtTbgpwUpXLphgOdqlzI8S0dT5Ndm+1ohAs3CIVDF8ahuUsRLnTsg80F9E/6KLIB6cTvnSp9PdmbgP6SQc+xkycBfQJ4AaWCcEkY6O1xQ2KJ3ikHuimgV3otoBf45rnInjca5So9Mh8UkFbyPbZcx17mfhtu9T0h87M9uWdsdi9xM2WBJc1Bw4SeKCbS/S/OmTFdYI/GoIadJ7FoQA70DOFibOYcn6Jsj7PtINOPIeSwNszcpnkdKxeYXEAnB7rLES6EDPOFhZILC+hhY9Efg7mnzE6PizqRj77t5rrF+wn53L7v0yaiR1EaFNrFeD0DXeUEzq2c7lcczXlCQST307SeH8qtSmJ0XxFa+HtqONCV2G2GAVPIBd6Naz5GeYfcxipBvolwuX9X3ZYqmq0S0NcmN9sIlz3ogrg4EAagyVcXXykfO1uLLhzb2KqehGzcHl24tyaiLxe0wNObFSUCRBNNN/QIcsIhB7oLvOx+SDWeUvB1SYz92XCPJrq+6Bo5W1tnhRci9ihKK0RlFUbeP/Bpz0vZqD0zj9JnZQc69TeRDnS1QxKKC32dZKWaVWbYPRVKPuGrhy/a9jCnE3z4DqMDfV4re8X7Z/sb6VnkI+5lh4Ae88IDCJfEgZ6el1aVTVJ5rn73muMmoF8ZsYFlfYLiVQlEU0Dnyce5zkCnkmFjsvJZcsBoBrp1HrioBKzlQD99Zf2ZkL3hJrAOLMzr5J+EbKDgQF/cDnf5GeioyZ46RyyyD5sIFyBoUP252rjUUdONxcCGbVzmQKdjAewcBgFEhwp0Q04+DyG5WwzMHNy31NDPUVl6yjfH6YSxC+KBVy71ooC1pPvrAJchXJIfMVuTC+hhrF06z/ids1MCestZQsz8IKC3Hsa3+LBCOuo0bmpZBMIlPNiPMNAT0VZdc+RAvw/bLEUHejoBLU1kOYHro+haa1gSES4LpMMSqAvo3ns+L5atQVJA1+XNYfwiAT0sqPUOGIKIk7kjH8Migo2LCDY8zkeBcKGlQJ3YxntbiGZ03x9BuBQmgJyAWoMTOTgsig13SBzvvRMO9HSsYoa5sVkT0U9ooh2cHhcx8aOJB+POunTCfYv3G3R/DAFNdjFjtoBCMQqEy6nfJ6DLv5MDnXoOFPnmp0+Sn2UFDUUZ4VLehvIP6UzW2BhjzxkHUwfnDbLx6RMcV0lTU+oP0+q/kzA722J/xAh2nINqB7pcNADCeVHCNY1nQxfPb2SgB8eddKCr72D0oJYRONkuCtkATsOaw5KAPrvQEA0WndXfTxizCgx0Qh9w3i2ee9xcOiRSxFuXzHweT518Xt4c6F90UG+G3vSxKinkCUedwBS0gL+HcdsKN6mcANeL8S8VTQZ6pTRfOr9lv5vafvi1LQa6FtBllW9AvFHuOCuEy9oEVI0NLab7+cQu+WzbUJ1LjT09lyNHBjoUwkUuCMgG8aXw3kcHOjkkCn3NKEZqeGwtCLw1bjxfZIPI0wE8xy2eJ3gBw1o2SdIzs+sHFtAPMdBZ41nzoJbpzSnGvik40GNefsyBPmkBPfw+weOG67Tf0T9wT/gkx0n7zOgqmdFSg3PTcKCH534yp/HJsRrZI4wW1XYssLIQ3hkWxw0J6NR7jhzomOP7V0RxxmAZz4pvDfciw+lGrj7SCqrHTseQONDDuWqO69tzzdcYNwH9ymDxtlFiojlOzk1VoSbhJFaSbJ6wecuTh+hAFwgX8R7WI3Ogm9FH9zVzw9dt+ruvhheuGisx0K337HCsHZcxJ2B04o1JQN/imw87RfZ0G69WKQHAWVMU2/nvU3CgL9GN5BUD3cvGGWFWxYz31iBA52ExjHBxA7lBaSBOE0sM3eoiF9tokT1JFsPA28+EYEHGQH84pd/3KrKnXEcfJodz5/jaOSuECw9qRQY6PYzX68V3eBNdk2/x9PCJYKTK1QUDPTrQr0C4FO4zFlgewiSoJKCTg4tKwQoOrpEZ6PHxV9P4yXVjsTDChR2TNReP+Ly2Cw4RYwFLC3PKgc7HGt6TKlIcMBADXQnoxECfu57RKRZpEnsSDvQsAWThe0W4eDezsJ81EW0hXApjFOE4T8KZMnMT0bTc8CIc6H0Yd2ZyLsyp0+VUcKB/lSqkTA/vPSfnkl84C97yLV4u6P5gAb2FcAkJ/dBZDGEb3fhWxygmDORAl30KNEakVwJ6q0Foe5vUEJFU5BQc6FvYjgQB8ywO9JhDtRCD/P6Jc7wswvC+E4xgeA92YccKHSmYr4sZSkAXVSE0ntL4TgubznRwsPCmy76D2UdH3rlLBfQzC+jrm0wB4eLQZcx7Os7JTRkmiwV0+sw0MTYDI1y4L59cPCAHumo+aoQz/6lNYm9xffDCXjfwM8FQmbs0yBwQrp1yMWKqz/VaEfOXVHB+zbHHga75t2nzznTMbWIyjyBcZJVvyAXuGg50Lci3HOjmdIKVArrclsQyFtCDIcFNPEZmmLzTgcqHeQbo2mImsq8ufk5hHDvbDn0Y5bYc6JcglB1tEHmL5wlZAUA57xLMNH0/IPwT47hfQCdNpjuvz0f0gKv1meG5f7jAZjD3m55dF1EZuvca8d7znIp7UAUNa13ESu+hbkf+sic4xyk08tZGpjmI+KcGmiY2y5RNRAPCRRrMSKwPk7s9CBdfwqCEfl80ltgpalebCJcxZDbGgXsQ7TC1sUm4F8+ijbw0HnusNibN3QwDcKrMI8W4yviuV75wDNwE9KvDZ6sz+YUVRXa6AKPbN9s24WCmK2T8npSQw7KgQhMH8qRb5xMHunEeRiNcxkU8bNcBmBzjAwnoAJwFXHCGGxfc7CihZejYB+ASxNeOlyvhKzgVzGHwbzjGi41GVUltjnDJxXbe3bROpsxiYPogHlGCo1ZdMYObgUoHekx0FMJFCOj8OmqeHL527e7GMGAOg9qgt5HJXRjUTeie3C1RQNcO9M/7XEBnBzoNSiTW2wU+TAbPS53TbtTAR99vLx7Grz3Rv8XzhCyH04t9y0QoKMMM9GVHuRhFDeHinMPsSUAP4jF6nkRtlQzLmFQCJ3+ng5JE64UDnQSfSlLnxvh7a6nEskvGJOkiiscaHORGOsjDOVTO6zkgXBbboQv3JjHQE4RLeH0V4XIKJXPLvDI6ISd3266AZELbkwM9ODiMdKAboDdZuSGVqp58FNCnLl3s4wUBkdBSfJtguD8uM0/85Lbk3Lkx0F826DnSB6vTBSPzPvYhXNpJfhTdDbvWDaHWhDBL0YvcBkjFTt5GNNJc91NwsitXVDphUgK6xFxVK1bkeJo2Zb4m2AFlomC8x4Eu+aBVBzqZOJAz0DkHtedkIaG0CMEVlAUH+sdUjQhq5NlnDvbJ+yjCmw5dGPNmD9wNKcJlWdax0hmLTo0B9N2sTUTVIiUhXLKFkhMuYVGWHei8eJCXiB85v7d4/0G9GQZbENCvdqDnwvcRhnrcT9mx/Zqj6UCv/I0NRMbAvquzx2kRnaNkKgpRd6APzDW+D3lT0YF+REBXgnvRgU7apnXw8Csqk9jruspvOGW5bC3k37kR5OiqC7WcjwkB/bLhQGcjgrGHGkTe4nliFDkvO9DD/7tTFNAPOdDDnH24+7b4O6rI19vyfRHNhNqBLhEue6sUSmx9ujfNEDGQjgX07Qq6PSGf3bUmojR+TGEeczJ1NA03ES060OPznsX6oMnQYmFTHBYitEa4OEP9FUi7mlkE9JVz74NmZMz637rtkSaiH4nfbXwPgt/Oxx4Oq2k+3VHt/BrjJqBfGXQhSYePdhyUHNK1lbSUgZ46WHgbT+iC6P7JHDDesdANrOgVk1lr8octC73vvj0eqzFwQWSy3q88dfG59HFZe2JcjBcqvvcVAT1pEFpzqYef+3yb4qBojNqfws1MawJlnIHtaBAihEvYlrlfgJnCqiKiQ6UqJtF5meM5D1QUWBKMljQR8310oPcVl7ocVFhADwP4JNzlFG0HOp2P8F6d40Wdk250WloVnGiBJFQsnMWCS+VhfIsPK0r3HYlDhHCxVzcRLT9IJzfDhzLcd5+TgN5lzaZqJcMyyPWcNLmsJBQxcZq5TJ9wITUHunuIXEJrwz1hOiQ9HJaFXURaQL8IBzphnWb1qJ7ZgT6wE8oYhXDxEeEy1xAuA/W4mHlczficpxMMufLG7cRnYge6cKbYkFTZVEClgqXeO/TMQKfZQRDUqZzYGJxseh6+bYgC+oObk4nf6eZA/0KDhKo+PFcecakjXLiJaBTQ5y2ES3gGStc6FQRrDjcAdMGZTFFudpm6ISW3Om5Tc6DnvPRSo2UdsYIviu3uCY4ruT8uIW4wRBNm55Zbnj4zDJs4SLwmd6UVn4OOQ58XxiqJBQZioH/cSwG9hzd9jnBZHO9jdVbG/d4HrJwlUZ1MIshZ7PR5Swz0CwkG2kluBm6ERs+EiHDJOedeGEy2HP63eP/BlTF2QG9TY8rVDPTwXOwaC/dH9mPOd/FZ+cqFhGalasUQ0WoG+hwOdGlQWPtMBYTLZc3HaFF+twOd5muy58tJOdDD8biQvxHOdP1hAdzMY+SRPjM6JP6GG0GOsq9ZOtZT/nPubHSgH0C4RAb6fiPMLZ4Wo8h56fxz4+3+BE959Vx/ruvgOfv9t/HvXOgJlwXft0HcnsDuYnqeSYRLvxPhMop5yEd92t9pvQdO6zVtyIhF+trzCOgmeQYrlCYhXHY40MltnrjEmYEuTRwhMwkaD6NFWw502US0I4RLBww9POUZ0oG+iXAJY45FJva3gsYRiTXc60CXCBeiHRxFgWqD6muM9yqg/9AP/RB+42/8jfjkk0/wta99Db/zd/5O/NRP/dT7fMsXiyJ/O0ObTJvb8O9lk4MaA92RgB4nIL2evCyOUSvA6hyHvg4nx02ZvJvg3MI3+HD/K+L7WcCTgN5woMvSVhbQk4MIg4h+aCcCeq3R6KW6TdIwjAZFi1RsV+/pQkMps1ghoKeCETvQF3D3CHYVnE7VBjfk5jezdKCHSWYYcLW72w89C+jdXN5GDirRgR74ngUB/bM+XTGZO2DpdDIexDa78GSdGOgZQqbYRDQ8jN99W/z80/6GJq8lPuQx6n1F7GieN71bBMKl65/YRFRUPVyW6LR491kQRIyFo0mUFtAFV1Pfp2NBQK81SKLfGz/zIiWQ9grIPsNjOBa3oOuoiahNKmiKDNDQeJQd6B7Cga4E9Et4FvQ9N7+yhhwdAuFCC2VIP1+GcFnm6PbSfM5GeXGpSoYmq0kCarA23OnTZJOdNsKBPtuUgX7xYjKnHOi/4hQFsc+nMcG90LbujTvQ3+oYRUJVJx3oNmXgx22lA90kv6vFGFzAp97iRL1aSEAvCN/cPCuEFnqBtJEmgAS7EbdJmZAy/8maVJoBdouBnjjQ0wXJa6KIhGk50IUwXBNh9L6licMqF7b8HPyzKQvop+4kHOjr/z/q42sX9DCm4kDnXgsWcli5D99zH46LHOgeHfoawmWZMgE96l+ryUBiFmf+7KmQbk1elXWEMf9W4y2NUZTfnroTL6raSTDQ++MTeN1EVP7uSJT7Hr3uayXJE07puavhXZrO70L/G36vHQx0eA8sS8pAD9vcUfN1p3Ocgw700wl2OJW3pUZ/whzs7QzvZq72zRAuBxZunHDv03u1HOjUDPlse/QhtxyX9rV9YXdxrCI8UEj6KuMtjVFUMXq2sQKA5gD96QxPOdIhBzrN2aPGs9Tm7OSQFgx0MkLR9XUp4BLHLQe6FNA1wiXMISSbvd/RBH1P+ALhgdFssoGltdGB3kS4kMgtm4jmCBdGtpGAvouBXuCI2x7mPPDCgmSgayxmFnTjGg9jTXtbETEvvQMZLkuo6vTY43lhdy850JMFyZoRa6iO/a8x3quA/pf+0l/C17/+dfzVv/pX8ef+3J/DNE347b/9t+Ozzz57n2/73mO9iIJQJPnbGdqERPb77Hf5PmNyHhPw9GJll6c3sSNz+D+XkC6Om30Cq+idOdAvS/KwdVN0DncffYXF3wWGm4ga13CgiwkbSDySDnTyB9Uc6P256hhPRHZmCJcc6GFQZAd6BeEyB4SLt7AbCBczIRfQk0RHudvpOxQOdCrdIeGbRDdKglxvsYS70JCAvqTbSISKnamJhHSgpwiXz4Y001lFdpN+Rk8O9CignzTCpcHno88lF1yW2mr2K44PdYx6nyFX2HnhKjxYXbguu+5aB3q56uFR3Mf3n8bxajnfhW2mlXW+xIUuFB7EzvsiEqRWekhJIvzEIgmNQzUB3QXEDNwMExAuxvQpwkUyQMm1FvYrm4CePLk0tIC+vsfS9RHhQotiJDg74ITy54sLFWc+VmQIl+3JXdmBLhAu7EA3K75DOSBCgQ9OzqFfCOFCjgpyoDveHzUGpfjq6R5UW/r5MiWlr+RWX8i580Yd6G9xjPLeswPdLut39ugf6wz0ggN93Bg3LnPkpveUpzBGJG8Qyg2vQ5gCm9vac4JhKfG7tSGiVJGTvn7D1S2rDymPecKEMW3yHCZaLQZ6wYFe2z5iBA2LyJ1JReScgZ4vQsReBfFvhHC5706xASh6wPTolPB98QvPAQchoM8weNd/JRzXeh0u5EA3OQOdzk+Jgf4oxkzn4vcM08dtadGAGKeFJqLpgnOf/O5Dibc0RpUQLpYchVc70MN3LFnf1yBcCgvSr50FK485qwgkcUo4tv00lZ3XIRI3+I58g19XaVS6nE7wIc9797DOUYoO9I0mot77oqko2zbMfY0oyPXBgU7zdHbzXoEukFWa3KBUYFn14usYVIK1UodMWhsIl4K7+K070N/SGDUVTCPSgU7K3SEBnSgD0oE+lavGTcBQml6YCRUDnUR+OY+atxzo4RrqDXBmc826BM/3QCxAy3B510aCVTFpjqMX5YiBfrYNhAuJ3F0L4SKaqfcAhoErfpv3OCFcOolw6YD7eGLsFOa9WHhhpI5wCfuzJgqGO3BM5bxw43tInPmEcEkrDIB9C6NaX3uN0W9vcn38mT/zZ5Kf//Af/sP42te+hp/4iZ/Ab/7Nv/l9vvV7jaRJk2Bm6osrrnqdYUwXHEsVhIsv3OCuLNDOMMxrpPJZdsC4BSZhoK+CrgxzWQDxsHWX+ADp33117bjcr0sEEeGy4mHkccRjj66vKDg7rEtPBh4VcZzKj7ohxRvIoJ8TUVwJ6NI5ZfS26liDo924LgrotuxANwtg6POQ00je4Cqx5e9/9nzO6aFlwyAWG3SG1c+h5wIBEseJrVxKrkhk72jbzsD1NlkJ+6yb4RBXx+YOWFQTUZhQVt/NXBY0EMJFYWYy94h3PBB35+jqqz2MX3N8qGPU+4ziwhXhpej6HAw3ET3EQK9ccySgG+9w/1l0TSzn+ECWD2UzrPeMn+fk99JJQAnStPhq6SElTokD3Ww40C/h926GgXSgxwXAhAF6PodNAk4gaSIazqES0JfgQHddj44d6ORgJwe6h+HGouoYaWyhJpwuONAHcBLUaujK+yl8XxN3sbcYwnHPNiRV3PAmOKFIBHMR4TKZ1IGelBMrB/rH/Rlrdm/xsIwY/XouT0ZMPDwdz9t0oL/FMUr2B+hcqIwwc3SlKLvvmDjQw/Yb4wYx0k8C4WINLe4VHOi6iWjBMW5C089loZym0ERUNFVybkoF0gLCRQuqOiRCxTwD4iM2eRaC7R4G+g6HdMQIRhMHOdBZRDanxNm/skBzBzmwipidOcEDmMN7n7sBAxZcYNc+F2bIBHSJcBmM4UrM2QPnQQhpfsLiLmsGanr0vUK4hPdcGejpZ310npMouVACwX+ns0ATKbkoEx3oz1th8BrjLY1RlN+euhOGjhzotPBeN8i0Qj8rdT6yez87qr5eWyTzFFWdK3s9Je5D6Trd4fzm9xK4GB0an0OvXe7ieHD3sM5RKKfYFPIll1zml6dTIrinDvTw3HqMS3LezmvlIQnX3MT0CgF9isfMaNGLdKCn89KZ8p+uR28WwAMXV+7FRiEbRJIR4a0z0N/SGMUVABLhEvLigR3oHtPOscFNIbcH0J0/Wk2SfQO7ykgrs6o4s4GfyIG+Xl/RrGIF5mefA12+xhsDZy1Xnni+DQ26jp7Xa/9AY7psn3tCNnrXz+dkUazvMQUBfTDbTURls0yeNyU0ibAI2gF2GBiF2aoqknz1iHDpgbuYD5tZ5EPU866GcOGGpxBu+erbc+R54Vg1AGfH3onzQgL6sHMeSQi/V75wDLxnAV3HN7/5TQDAt3/7txf/frlccLnEFbVPP/30RY7raMjJhRVMRf3g4sQ5NA/yftnmYNqBG0lpFxJNXmYf55+xgRMhXJaEgV5EuCwGFnFitVyic7j7+KugmdECA2cNEPAtdlmF07y5KU3Y+ui8Nh7GruZAT0eZieMkoNebfnIT0T7fRk5MOHmwKLrVKdz8sA4k3sKGyRQL6JQws53JsEWSXQXyBs8QLuE8TACW9QHH7KsKnsX1HX+X2oFeGlTIKWNnB4fgLu9SUenRzJg74BS+C7lNhnDpZrgwmg4LJUrqwaKSO3kNd8O77YfxG4oPZYx6nyEXzLQgQGK57Sy6axzolQnkJSy29WZG93k8//PpjB7rRChxdYfX+4eHpFxMlhBSk8vPsd1EFH5i99AmwuVCiKkZxgex33bJAmDC0uz7dUIZ0CUXbiIK4UBPE8c5iPRLP6ALiwiUXI6IDnQW0PUxkoDfE8prXhc0h+ikkO6x6qJhMkYEB72lkmHhQFcIF88Il8Andws70KmpMjvQ2Q0Vk26Kj7oTjJ/hzYCHZcYFcuIXSl/JudPlk+63GG9hjJL9AYxDEEgXyqWzJkblJqIbCJfwmrNAuLADXaA0KDIBXTW3NOYEY0ziIjcFJ7tmQvpCHsLvYU7ZhE1Hwud8BsRHsUdFQ5CPKLwBmwx0roKUCJeQGzHCJXXtl1jzfE93J3Q4YRFTkXN3Qo8FFwwrwsUO6JQAP/olEdApBXIwOKumV4twjg8ZAz02EZ1VE9GHxIE+Rte46Xlb+u7JyJIaYEIelfBX29fChxKveYyi57ZkoCcO9IPO76zybRiAawV0crK/oWZqrUq16t/CrVZFuNTyDVmhqHI2I93/woE+n6PYdP+wmsUcgKXhKC8dsxN5pD5u2tYbv7rNAJjHZU28BsCbgG95BoSLXETwlNk1HOhT4EesC5M0D20raLJBZJUD/cbjdY9RuWmEES7DCWt/hAXzTga6kxrP6aO1KWgPLHMZ4WKm1IFuZsDNqwee8oVRivyM+dknoJ9NRAMBwNT1cfGRTId2SHIx5yZ03XUCetLnhURtqppWOscYFgHP1mCgxaOMgS5FbhKlUwd6kjt2+xfJortdONBNB3MmFDJgFpEPdemYUtufsULU3rEYJvNCo1z728cenfk02DdRoKW55it/7gHvGeEiwzmHH/iBH8Bv+k2/Cd/zPd9T3OaHfuiH8NWvfpX/+9W/+le/1OEdirgKY1bRmHniZcf4nuZBktFkBZ+8tL/FI7p/yIFOTY2WhZ7f4WdkCBczAyYou86PcFMYXGfA3r9j97SDhQ8DiPWAccR40gsFYcBAzwfmjYOxhHypIVwk37yGcCEH+pAwhNf9RqdVdKAbJbarcxje0/gOdlACekhMPDXOmMFd7gjz0hoE+LqYhAM9jPca4eIFwmWubVMQsEmIZ0e74JtTPAQBnWLdRgnoQWy72AVLEB2o2Zt2ydvEWTIy6x0AutM9TCjRf4sMdBkf0hj1PiNl7KZN7xZCuPQWlhno1yFcEgE9jAsDZpjHCV14v+kcGeiSK47KhOQiBXTR4b7mriFHxTo+h/sC6X2iw5ED3TtYhEUl28PbOMYlEydj1mMNf58EwoUc6LNqnulCYu+7Hl0QrpmBLhAucfKTHmPRgR4WEA8hXAoNxEhATxwcwYEeyx1dclynxaEPIgTharQD/SREcYp3/cCLxw/zxJ9dTvw8OXfeKMJFxlsZo+TiEuUfk50i31IjXMiB3lmc+vY9ye+xRIQLie6dIYRLyYGuES45q1v+n/6dcc1DRSGQoj0k4zpuKxjoVVe3cChvuNX3RKn0dpcD3Wy/vxc5KInIhAxkId3kCBfNQOeqkm51l09CQL/rBmb1sgO9S4XvR7dwDjxYy69evMFpSJGJEr3Sd1pAP4fjGTOfycXNwpE/RkHcdPzeNKEkz4V0mbMD3e8/vx9CvPYxaqRcQiBcuimvMN3LHi9Vvq2/P+agk40vMQzAcEzI/6KihSGpCSOJ87rrACGM7WblSsG772GsLXLWp7t1PDDO4fQQTT6T88V8k49DzfVkRUIV4SL1vcc5GspsaCJKOSO5VUvnbmxfd/KYPZk6HiWWNZ1DT4Rw6Xqu1Bk3BHSJcGGMxQckoL/2MeriBR6FHOjBYHMazpxHzzurZBZBGejOHwWDX33OboUDfX0jsGuTnqflRrNbCJf8NQAwd124p3q+h4xJDQlPqcqjeyJp6u7H1cih7sE5aSK6vj5DuDBmpYBwEQYzXkwnAV1gRX3lXCUOdE4seuAunJgZME6cl54E9IoDnXLtzvCCyNat7L3j3MaafXnkeuzSmU9z1rAIs8eB3lg8fY3xYgL617/+dfzNv/k38SM/8iPVbX7wB38Q3/zmN/m/b3zjGy91eIcidfgYWBvd3BTe+yjw7imNlZOYysVKA8js4/yz4/LZ6EA3ioGOORUdsEQB3QsHulmwJiE0uAJwNjLQbRA4MgY6TRAwCPF9daADEA70ijjeC+SKFqXmksg+JednnSgSAx1BbN9AuPgOtg8TLRL66WFEAvoCYAyfmR3o2wgXMwnuvBbHlzSxTAT0JQrouos8sQU7WvmcCOECzKqO5AFjIqBPHTDTQKwE9Iduig50KrVvNDFdnRgxCbXnj/izLm8Q4SLjQxqj3md4apZrT1wtox3oK8IlOCeubSIqyoEvYVwYMAOXGQQ+ms4iISmJ0kgf1sTt6w1gBaO7lvhx4uTHFeOCWEo56Yoa+gwjrZ4tMD70XLA9nI/jV+JAp2MmtrpEuASRajbpTc4Il2HAwAgYQrggvN6LJqLqGFlAp0XJGZ7cLAWEi2abZvs5DUDfwxmDhRJ9a/n8zmZtKhMRLsqBvkQHOiFgqKlpiQdJcbKWna8PyxSTevHdEjvyrTYRlfFWxigSqayxvKg+mRmecgKNcCGeeW/Rk+tnA+EiXes9I1yCc0rwvwGsVXSne0jQtUau0CRBCu+lZqRywV4K6NaWES61fI4PTTLQNxjke4LNGML97n19wlYU3CuMbidz0PA7rn6kXFQ5+1fEXge2nQKYPFWKrAL6rB3ohGQJDnTd/HNaHGMMV4TL+vsFFkN3xwarcf48QdoMuklsOM7JTcmazuKBaZkT40s0zvTsfvd+hEF8/7SKYEz+n57fD1dAf+1jFDvQO8lAD3n1FQz0REB/CnplWVjZeEtOvKYDPZlDCNyenNuI/9f2k7+XQqiIPEq/xxLyo2Ge0V+iYDgrBzoGNc4PZdEfXQfTdTnC5RTdswBWhAsbygLCJeQ4mUnhwHUjc0e3w4E+MwN94MbKWwK6RLhs9Ql6i/H6xyhRdUkowiConE/3nEfP876xwYn+ZGa4h3EkoFcY6CSgE0IkONCBeH2NQuQ/7XSgXwrcdACY+57vAeqvpnvKPEtVnhkYO+rdlGg4JixaJgiXigOdsSgFhAsZDBNkW+/zKpelcg9KjjgtMtgOOK33sZmxKvJUMdeFY6kZ1cLbrAamkIA7U942hES1SFTrNgOdEC6iAeoeB3qp98crf+4BL4Rw+f7v/3786T/9p/GjP/qj+FW/6ldVtzufzzifz9W/v5aQzmf5fznpkf9OGxe0S2OTJkSVZp2T91n5LE9elhmif2eZgT6vAjKA0EQ0COgktAf8iCOECwDrhAM9Q7iEBzo6Ft9lKZsn25nu/J2I4zWESxnzsq6QFZxb1oRtU7GdggdS38OGBnrUhIF4eJwESQe6dQC6ZnLHg87oIjYn7CsXx4Pg2JvofBKD+eznIh9vdZ7bKMgLd/l6njqM0A50g4WwCEpA/7ybmKPXa4RLxQ3sxrCavQD2dA6DsYerlIO9hfjQxqj3GdExKcQCctuRgC4RLvP+xLtcwjwyA73HAjxM6FhAzxno+WQqjimT4PYB2N1E1LkRxEDfcqD7R+FA9zFx9Yjjl1sKE0gSwNmBDpzD2KkZ6I7c4v2AnhEu1IQ0iMge8KDmPuoYyenWCYQLdaVXCJfd7LphwNwJIcwWHOgK4TIFRXWYYxNR7UCPk4nI46QYrIHF6kZ9cDMn8DJBp+/rrTLQKd7SGCUxCTQhmMwCTzlBDeHS7Ue4xCaihhEunYnicYJnWdYFNTMjVoUplzrncwo/Il3qq3huYO0A5x7h/Zg4jDO3unQhbVQfGnvebDi6J6Qj3vLCGzFE05R/NXrE8XzLIR378EBwwCkHDf9Xrn3DRpMTTy7jRPqEDnd4DIBW6xcM3ZlRAzN6WHtGZ7UDfeYxrRcMdAeLwQ6YPXAywLQ8JOiVobuHlAzoOKclFdBnv17DyUJJ2I8zkYHu3ITB3qHDY9jfOas29aXc/gN1oL+FMarURLSjyk7pEtyLcBGVb08RAJL9yKrPDUfyFx21nE3+La0IHAEaO0Su5h9Dw/VTZAU3F+wlqlQJ8YkDnQT0ZYZ9jNWzo/cwYo5jsyaiqRNessfle9HvJH4CWPPAgBwH7LIiXFqN2k/lHEuHfA3rDA9zxENphEuYhN51AwZzFOEiMHwfiAP9bYxRMY/tuZIy5MrDmYXQvQL6QnN2B3TdIKrGy01IudK9jwK6n1ICQcSx2N2NZuVrTFj4nn1EuKDvBcLlBGOs6B/4lJyInsFngVGb8zE3QbjY+vxQCMXVJqJCeGaESx8HCD9Nyc/8e8ERp+95ZaCHRY15nesZ361oqH7tAVVHuJCjPSI0sXEry3MtCRpbeWl0oEuESxD+h/z5wK+7opnya4j36kD33uP7v//78Sf/5J/En//zfx7f9V3f9T7f7sVC3iDr//OLK13BGTZdSJKTWGWguygozEEY0Q2cjGagzwUBfQEz0L0bMdPq5ELOa3LuGV6osl460CuoGt+zcOyMjwiXLQd6E+FCQs+QiOIph150CTZ6W3WshHBBhy6U+nrrkw7rNICvCJeFTsD6O8H61YktT1xH6UBPHeMeHotfYoOb3mImzNUUk5rZzUmySINK72jbIDYpAd0Mw8rzzBAu67+pdMiE8/PYTYxwoWZvGuGiFw2WcL2YKfwtCO9vsYnohzpGvc9IOporsYAd6L3lJqLuWgd6gnAJgpxZ4B4ndqDPp9hwsuZqKiFcqAM8O9CrCBdyXUQHOiFBagx0Rw50LLGJKADngwjkpqRskI+Vm4iSAO7ZgT4p4csRZ70f0J1J+CMBfo1BNCGdlHObzzNjsWb4kExHAb28gFbcDyef8Thl+elkkTSWoURrCp/vNC+McOFjDWPcRTjQT9qBbixXX12Whb+vs3hvb1bf1VtloL/FMYoc6Cd74gnB6kAP91kF4XLuBcJlY9yYCo1HO0Mc7rT817hQ3i9yodyBnuZzvB/ZENOmpgnnpjR3KyBctkTxkjtqq1lTK0oMdKAs4MtcLplcVgX0dYyQfXhIQOeG9hkaZ+DjoZhIQO9O6LszpiCg91ixKdKBbu0Jg0a4LDM74HsbyQkkoNPfxuUhGjzMgKFPHegJA1045BeseZDM7RnhAisc6BN6G9EIsqE9ncNy+fjrnxweibc0RlHlmGSgU2UnDgiZFIlILCrfsFPcyvYD9cx95aXsxZxtnlc2vHP532SuFs516uZuVLxJU0/iQA/nXHx39Nr5tIqg/TzDThe+y2fni8JNPI7aMRcEdNqW5o5mWPMXdqCvCBdyoDcRLkeaiNL4PbqqS5TG1rvuhIERLhtCpzCabGEO30q8pTEqnn/RyyeMVefzHeMxlr0COjHQyY1MDvSK6Y0QLpBmQuoHpxjost/QJnZPvAYAhrAoMPd9XIAjAd2QMaitne0JXxC1vUv7VGgTkDThtJuIplW1pZ4yjHARY0ZtXGcUS4JwiQ709Tu0gCNx3qWv00G/7izQE3mivCm/RGB6195AZax0fuzsaojnJcxLdznQT6eILjuIQPsi4r060L/+9a/jj/7RP4o/9af+FD755BP83M/9HADgq1/9Ku7v7zde/XpDC+jxhowJkHyIGVk2UinNdaLsttZIyhcc6Jn7ZxohNQbjkJQtrzsQDnQ38SBKgyoPrsasju6wH3JRu+CiNlRaRBNIb0UTUUSEi68J6HU8S9wmvKY/s8CEZUomfkawJZ1moNcanqKHJVZmD2BZRGO9AsKFhPBdDvRYusdLVNJd7uLK59KZKHaLAWNyCkkRVkV7egDOAuEiBfTTAK8d6DZu48cpES8+tyOIJtrXEC5y4J/niHBZANP34mFcXs1+zfGhjlHvM0rMX24ulzDQCeGyL/FOsEWage7WTrUDFmCMCJf5vD3BKSFcYgLXdteMAuFCNzUhQapNRFlAd7BWVCWxA33iahcp9jPCBQLhEu6t2SoBnaplAsJlAcTrEV6/VhEBUVTnY6Fz0omGOuRG0QiXXSXV6xg1iQRRMtBnY0JJIpUQKgf6NEcHOrQDPZwPkzPQexOffY9uhmeEi1Vie/dmHehvcYySmAReLDEznF0fiRrhMhWaiI4b40ZEuHQYAtuxt4RwSZ3jcGZ9Vs3RfKO3iQgXIZgrkZ0mEvS7Fe0hHMaKs28aPW0oUocy7ff6yUPC4BTHszbhSq8XmWOueVQ7T6VjnbzHQqW5AaHUUQ6qFybURBgALsEBOdgBPe4Y4dKbCcYYFnoWdLDmhK47izTWYHQzkwl7RAa5h0UnHOKTFNDtCUP3Lvk8EuEiL0ntQPeCpe5g+bN7v+DU9QkDna8NEtCd+D52TkTfWrylMYrGplN3Ygd6PxfQKTud38z5bizcH9kPjFkxIRW33muLIkdcNVHNkDRCWJf/X/eTCvHF9xo2HOhjzAfZgT5PMOOEwRiM3mP0Hl2hh4vcpykI8vxeGcLllLhn/TjGXlh2hnFz1YF+BNkjjVXkBjYzYBHn9BSz8/Cgpu4Dj1N7ncIy59riW7/2eEtjFM9TTHSgE8LlNEQBfd45xtCcnSkDYa5fE9C5IocRtCY60BnhEqsU+o15FMVFLAzQ/x/cykBHmEOwgVEYGtZqvyc40AU1QlYERs2HeiicGOGS8P81A50ZyhFV4mW1MlQVZI8ME1W6z73zwt0uRege/hTu+wmA6VYHOhCaiPZ1hMsKLQgNT0kY2odwWXNCganeyksLbHiiHdQqmb0vN3P+0jvQ/8Af+AP45je/id/yW34LfuWv/JX83x/7Y3/sfb7tew/JmJT/l5OO+BCzsLYXEP4KW1JwNCW3MtmGV/5cgnAx8GBUknKgYyk70A0NoH5iPhY5iVkQxeokB8iBTjvysXmJOC7jO7HijrgyRuDTljheQ7gQl1dxzbXDnxcdLJqCPJ9n9CsTFevqoGTcEYMLswEuxEAnB3ocBGsMdIyOz7lhcTyer0msfM69iQK42N+kOMnsQKfdhG0nzUAPQrt2oE9dxDI4cSzf6qOAbklApyRvy4FOFQv8MH57AvqHOka9z5CCj1EOdHKb294IB/rOxHueQQzQXEAPgotZgCk60CdRDZJNcIoCeprA9RvlqbT9IhzoDm0Helw5d0gsrz6Ugy5jGTcTstWJHOgOOHlykKfd52PD4wEDNVINSQ4x0FcHumCQJ6+Prtn1UGMTUfg1kdvjjtLbkHtjMAbWpA50dKaBcJnR05hGCJfwc2w8ZBNuovHzmtyRgL4sSenxIHEvpn+zDvS3OEYxJsEMnNhPZoKjqjTllhkLDUF3O9A7w/cxCega4WKdXSdoCQNductJ6NUNMAsiewntsbqbOm4wuu5TVBRuYFESx9Kzua3aDvQsj9pyy4fPOjnpQCcGOu1H4XMKDnQaz1cH+h3m4JIcwng5CAd6Z88YbBQ4rB0wuokZ6L0RArrpYIxhgXucHxJEzUnw0Sk3B9brNWWgG0xuEuXeU8SUCQc6QGxh+qyn5DWAqgj4QB3ob2mMkngpRrgIBjoOIliyhfsnIlzMaRUtjqJkvqhI+9bkPWn4bwWeeNPNjXq+YZWbs4VwmcN7DMta1Us5ScJAF/O6+jEr13wD4WLMsArooomodzO8FtCvEI7S4whYhwUwnkSueN4vAtVy7qMDfd5yoBdY1W/dgf6Wxig5TyEjiAvi5935noXQ3Q70OQjoPGenStAawoUFprADFBzo0thSZoXnnytUGhKOhgw2woEeF6HyXOvacMmcNeZj2Zyx7zGGf8trf6460AXCZaYFhjz/Yge6MeL5UhjXRRIi921MtzLpEBZBjIVxwU3eURPRCsKF8rShgxm4MWEz4vlKv4O9DnQj2PBUGW1rDvSkh8gJ3CvjYAXXFxHv1YFea1r01kM6MNf/5ze4FMQBKbLvcSHRxZreYJKBTn8xcDx5AAAzj5AmKDsjmTSu2xh2oHs3xsaazib/d8bQQmXCQI+fI3XeG98lYj1RB6KAXhPH9yBcBNdcNO4ypl85WdTM0ND+Kk1ERUOp7rS6kXy3JiWMcCG3+QzgMXygHvDw6ypaJUHmyejFxVIpFtDjttJdPlswwsVPaznw7ObcgS4QLp3pgJCAzl18PQAuf0maiPbCgT5N8IID+JkdBcKFHhZzuiqoGehTupptfHs1+zXHhzpGvc+QglGsllmvIYlwiQz0fQiXUjkdAGCecVmoiWjYv18AA0wlhEvLgU6uCXJz8OSgfIzk1HHuEfCEYUpRRzpWhMsJgIMx6zieNhEdc9zMaeAKm4kFcB8TOOVA5zJeRrgY0UQ0uDscMLMAX0a4kOguES7rMfrokpdJzQYDfRQd7AFxftkBEQYrciUTn3ycMczkQI9jFRAnbhLLAkjhjgT0GZ0sKxWf2aNjseStxVsco2gR9s5EhuhsFjhq0CKSfec8pvCzdKDPGwL6WEC4sIAujAgAAL8Kq9TfZd1Gs7oHfq38nW6IKbdxormkdFqTwaDV04Y/f9LLpYzvOxJphZCBMT28n4v7jM6skEcJx3V53yHvEFWQNC72jHAZskUIIHX283jeDei9cKCDFkqjgN53Z/QCvWLMCdMysXGgNxEfQ4ubq7juVwe6OL+Sjy6/+3EZMwf6inAJJguRczrYRGy/s8KBniBcQpWQLOn+QBnob2mMkggXWlTtyfByBTqlunB/UPh2NUTIK3fi1aoGk1xBievUQM8eFdDlORLPB72ftVdTmC8HhMswrQL6yRh8hlWk1I3nMQwJXi862mPOZocWwiU+W9bPuY5D3izAMq+iUI9io/ajAjrupEsKMGHsk0a+xzmO43fdGQM50DcE9AsLuDap0pSV528t3tIYxQgXY9kc4IKYMJzuhIC+b4xhkyRpPDRnXyoCOjWyZAc64EflQOdc2/Lzb2uRRRuY2GATGOim7yPChfMGyp+eUJUnG3mbuMBdmjNGhEu89rPqi5JLPEO4iIrELn0PP8/F+1waS5JGnLaHP9H7hHyNVxqC2FRFuASdpreMH4a35W3pJWKOD4B76WxVAXBz1c4m7nkAqg+G0EpHNe9/Q01E36sD/UONjIFemPRkjUY3SiBkiUl0qaSTGO5+7BZ23xi4ZBXEzjNM4kD3iQly/R1SBzojXJSADgMfJpvGe1ixIpQuFkzxdVKsH+i4KwI6i+NS8FYHW8G8yEkRIAZZa9ZtBe5FhixvNkPgavapACcFdH+R0FSE8sJcTFqbmoZtL3MUl0kcnyfmLUp3+dJbFrtXd0QsKU7K+07klFldW+yuEO5yAFFAF0LTinARDvTQ5NB7h8+7EUtY9ehIbFumwqpgLI3k1WwamFlAf3sO9Fscj4TZSwtXYaxaJslAD4nfXoRLjQE6TRhdKqD3nhzoQkCvNBGV13ItgauVp45clncBtfulsXfSFTUU4RyY0LAJjnpHRISLPlYMA0xHCJZwjA44B8eIZqDzuToNOJ3PsdYSYLTB4Dw70CfVhJTfn74/N8OPcQHML24fwiVxhPWYQgUMidecIBPCRZU7TiEFGcbIQGeECznSyYFuUlHcKnTExUUG+skYdAaxUNH0OHVCUL3Few1yeb4TzuEV4ZI70OXi1SqG0/21D+EydBadNeisQW9y4RoAbHhGkQMLQMYsZ3FcudKNEtTltt6NCSKE3pu3N9uuY+JNSuTKUwRWp3KjlntI8sHX17SPlYT10bmY6vkZBp4rdiWqZP05d/Y/SoRLd8eN7oheThPyEgPd2lPiGBeFLTzjJ8zWvDyAmj9bc8LQRT66XCiZlold6wAZ7lQT0QThEuPcdSzgJ/14/JTkhTa5Fl43luNDDolw6W0PeB/RiFeUkO9ZuN+3n+0KutcYiYu6gjyRbPhiv5qEZy4aqG4s2HPwORNzM5ojhd/1wYEucRP6u7MlUVx/nhK3veCeTR3oM+BmNo1lTUSvEdDPMSc0UkAX4/wlPFuMdxjsKQqdG2LyxAKu6CWDOiXiFs8bk5inDMqBfn++Fwz0nQL6FDSeZd+cnZBWJhgeTIGBfhHGlpPZ6UBXCBfpQKf7je8hzhuebiqQi9ixanrOx6FhiAgXYdiZNcKl5EDXCBfJW+/EuMECcZ4DeGk26xRHPAjoZl5/3utAjw2bhQN9A+HitSlkozeOPn6zuhrCW3XFZwC/ZqrP+1973AT0KyKboBQmPTknvT0xSlfIyiW/lHRLhIvxCwQCG2a+UL/L9efFwHgDOLkNeFXKSwa6V6uTxkSEiwOMEIzkShSL/65L3e6UiwTB6SqEC72mT13lktEExO/AGdq2LKDLCWNH+7OAGx+jgM6NzgAIAd33SDlOlQUFXByfBxbQK+L41EW3uJ9n3iZtIhpd7/0C9LaPDvbOpA70sJ0TZQlzF7EQq4BOrOMZF8yYGeFCbtxycw16/UI8tSVdcKm51m7xYUWpWoYZ6GFgsr2BDVziZWcT0ToDdMJlEQgXAH0Yf1hAH8ciVzzZL4CLYqBz4ldrIsoIlws7LZctBjqX5oV9EvrFiQXA0mQ5JIqzQLgMtKhlB8yzGFzpMw0nnO5EfwhEB7p8fQ3hQg1RsczwY0ym/eKTMmtunLwxoZ0zBzodP9aEissdCeEStr9M6KkxMjnQCeEiXOUSy0IyFolXF+eSBRIjBHdv+jfrQH+LwQ50ROFzNjOWggN9FJOGUycZ6Dsd6GH7oTORgS6MCAC44o4WfQESrKUDPc0lgNylrnO+Fe1RzvXW3227jhMklon7vTbkAicdw/r7ggM9M4O0Gd2MEfSOFxLhl2QiUTtnUrB+DEaJkz1h6O8Z4UILIOSUXB3odzgJdrk1A2Y3s2O8g2cTCTWsJzF8co88/q4omCGiZ4TIP7kpEYeiA12I4eFcLTDwMHDh859tlzDQY0XqqJrdD9nz8hYvH4SX6u36TOhcnAjLfkOHBXSBATjyet6PNgC8FYRLSQQeCyJ5gY9uWm5u1BfsdUM+7Qr3U8wHqS/LaabKg4gkqVUPlI4jfp76MVO7L3agc6l4QLiQI7yFcBnb8yg+J0JAx4KkrxnFJcyne8zoupNwoO93CkvTwlvnoL+VuCQ573r+l2CSuRvewdI8XxsOK7FkJslwrVQc6F1kBK/bz4BRDPRJiOF8T20iXFIB/aQd6EPPCN292tlW6EVsW2giKsVtaQKqOdCLzTI1wkXmoF1h3CiM6164AoyN8yVj+9ibb8YqSjsS57cQLuE7H/roQN+QftkUqwwjm3kpO/NT93zL1Ma9RroOpuv4uVc6P68tbgL6FZFNUAolulpk389AP9UZ6GGbi1vYAWOwxNJZc4JZpoSBzixuJ77qJU4knZ/E4BommfQgNoZ0dljnYZalOMFjhIsLQj29fRgI2YGuB0Ba/eyGOsJlLjnQR2hEDg+yxrQRLpj4dXKiu4wPorGeWHV9FDdxWEUsJciyqSkeZ06cIsJljg50iXCRAvo0FbfRCJeTrTvQfeiyvHTx+9YMdP9ArOMZFz9hDpNWukZmN3PyCeQCmtdNZ337YXyLDysSRACPVTnC5VoHOjNAxWSMm+qEwaX31ET3aQiXlgN9dp7XHZclCjFRnKkIYiQIkgOd0C9krUgY6LmATgiXk/MYhGb+uRS4xUSyPw+MbwGAkfA0DuiZgd52oMMHBjrNlZaUD7prQtv3AuGSnt9ZI1yC+DkHwWsYJ3agMwNdIVxOxuAsKmsI3RJa6QQHeiw9BoCelZGbA/0lgx3oZhXQFzg44+HCPeF3COjTBvppFI1HgVBKzAgXxeFmAV0swNi0yWZJ6JVNp4AU0wIgQXtowZr+velAJwOCckddG1XzRoOBni0MbBg9RucE8mROMYI1136FgT5094xwOTHCJYwbGNDZO/TCgW7sKXGMd/CcAxM3kDFbc0Rv2Y4QLiY7ntGlCJfFG0yLcqCH74leTw2apYCuMS0yL0zc6TcB/QuLBOFih9hXCEoE3slgzYRvdmEfu4ez/OVUfua+pmg1gGv1pGnyxOV+1HeQ5IiqiWfyHqInDjHQqccKvVPJgY5TehwoHvMpfY08Zmagn4oOdPo8voBwQSXH0hEd6CTcAQYRyyqfM4Rw6c0MY2xcmNxq9igY6L2sZr4J6C8SkydWuHCgh5z2fH4HG+b5bq8DfQmmNxJTQQiX/Fpb3IKBF35CDjYDGMmBTsaW2Oh0LyefryvNQO+6OPZyE1FlALjSVKD7vMh8rIRlGklAtzbplyDDi2aZXFW7kAM9N5j5zhcc6IXPw/s1vP91Zx2ogNnMgOkGxNW6DYQLNXsfOpjhWBPRmBfGSuVW+CUePx27sV1zTs440jdWeQXcBPSrwu+YdOjSWC7lqEyMuMTE5K5OCrqoH90Sk32/JO4XLCOMuNfZCS2YR2YGN4z0boIPwieVgEUBHaBCXesBLGNxAsCC2mLXBzmVSbOAHjaUYrb3Kd+8glzhn5Nt5nyBglz7BqmA7hcgY7en5dIA4KYHHkydKFvyF/Gd9nV3BJVhA1gRLuxAj8J1yV0+9R5LzaVecFv0CuEydcAkSg58GCCXIRXQR3Ec9Jm8m1eWKJW9+ygM8qqgXTs3J2xBveBC3d/14sctPshgx6UZsmqZlIFOZYLHHOjxYRsTDXaOa4RLH8XW1oSNYtIIl0bid/HxuBf3KBAuGw704BTPES5hvHFlN5NhAT0cmwcG4Zh9uDzwv41IOk6nAQuNZRaYSLz2HoMnAbssoFOJjA/lzejo550IF7WNRrgwA92oZNNFxjEADI8TBnagh2MN70XfwyDKWQGgC+eXHeiLcKCb9Pv1uDnQXzLI5XmHlT87hySfHOgS4UJO8t4aWGsEwmWfgE6C+9ArAV2KuMgFdGMG5RbPWd3S0ACUJ3XSQS7/v75HPZ+j4AnXjm33hBcLnPpYs21FPiT/X8fN5AgX71MBfV2YyBEu8bwaXARG49TdY2IHOk3K1y0XdBi6O5z6MzvE1yaiEeFijRcIl/A84j4VEb2VO9BF1c4yJqTDGWsvmHg+opucPje9x9l2oGnpimkRjUfF5H2tikgbjN7i5UMiXDIB/QqEi2aX7xVCdWjHdrPZ3GuJGupxngv5nJhD7HBz6/0DgCuI9et71EV6QjJQjxUaWw470FvbEsKF0jBC7pGAboKAPkWES6vPVCvY3BQc6LExZF4JTOMsN2feQBZSJAgX6UB/441E30okDnSTOtBPwwm2ozn3QYSLNkkWTG+jG9GTByjkbWY2wLT+Oxo5CeFidzvQs/kXCdR9cCn3vcAgPZcDXVaBnZL9lYxMc1icOItzn133BVQJY5lkU3nSy3rkfRoaDnRDzh/GoPTwzLWj+z3kOiHnrSJcQp5izz3sXgd6xkAfkt/XgiqLIdA2sF1zTl43vr3i516Im4B+RcTyhnqTg6w0tpE4e+8TR3XNhcTdj5clRbiEv1s7rCJ3wkAP27noUDQzQnOTUGYaBlHrtYAuGOjOA26KTa6kgE7iPwnnJNaThs1NRMVndzNAVvVuaCBcLsVtZDNQIE5smYHeifI2ubARzqkRAykAuDEK6MzAmQFMc9yuqyc6Ti6YjBM7/21NHKfkzvoyA30pO9CHBRhMnzjYSw50lznQHb+Hu5ADfcHkJszhYEsIl1Lyu2jkD69m3xzoX4ZIOpoLd6P3Hi48QK9xoLcQLCM5FllAD27lTgjoY/2apbhUErhS4ieTJsnSdZsOdB6cwy+0A72cuEWEy7rZoBzoj6LZCk0s7emEobNYesJRmSigu1WEB6KozsdIYx2VyPh1wivdFKXSbExT0oxJTwBZQNfn15qUixcmkMQ+Pj2M6GfFQC840E+JAz1UI4TzPHpXWCBZt+3sGdbc0p2XCnJ5nkMT0YUEdFpUEmPCFO4XcpLT/7cY6CSwn8mB3gEDTfjU8z0K6OL60U1EVS6xblNpIioavceKHDJLnJLXx3yuMl5IfN+zMNAr1XkNhIvJnEbliRLnoC7moN5NwgHewRibnjObnldrB4xJI8d7LMxAj85HgBAu94nwbe1pzVu4ytwJAT1M9FhAf4ShXgn2jKEbIlVBYq+WMSJpIC5PWe7tyIEePncYO09dx59fY81knirPy82B/sXFGOYYgx3Q2z4K6MYAfX8YwZIJqwcRMNl+nshSf8looR6bhobMtZ/zxAFEI496v9yBnp8zzh/C34YgNtLMUDrQSdwiJyq9B/2+VeEoPzuZQqnBX3SgE8KF8Jk+XXw4sHATES6CiQysqFYoBzqNsySgs2Gk+RYCtWFhjRHs9H1mmFs8LWg+IsVp1/WYjYexFh0hXCTWsRFkemONh3j5BdPb5CaxqCiq8S+Rgb74WJ0rOe2bTUQrDPSpqzPQn+5Aj7pEYmhIGOjxnk4QLjUHeoIqSatqpRZkhXbEfRoazxfZhHPdNorQ7MwndC4NNh050NsCujkNMCe291e2DcdR09e2KiPZgZ42EW1VVbWMc689bjPKKyKboBQc6NEhvT2J8X4BiclpAj6KbTxShAsl+9H9Y80JmMeUgc4PV4VwWeJxkvDJD30IB3qY8K4O9AmlcuDoQA/vRXx1wobQpFUO1vLf/bnKLE856QP/TlcB8DnTDnT1Xg7RoWaMpecD3PTIN6wnpMli4KdJlOGsg18Uk8oLJn6a4sLFhrtcMtAxTRhKCBfF+7szqQN9NDGpIQHd91JAN7zN6kAPx+2XtXSZES7Sga7cMNI9siieWrhufK2p4i0+qPBCMJKMWCmUd71Bxwz0vQiX+gTyQo0ktQNdIlym8gQnRbikAs2pkfjR7wyAyV1YiCEBxXmHxeUJbES40OwpOAQkwiVbLDgJAT0cm2OaFADgc9Hk0wT3gjmd0FmDpQ+IAwuM5FRxQE+8doF4Sc6JZKALAR2L422sGn8kmy75HH3agAcQCbJF2pkdgJ8XzOGcDA9jZKD72ETUe89J92Bt6kBnhMsao3PRrR62o2dj151xi5cL7UAn4ZyE9AThEtA9jGIhhMtOBzq97iwWkjO+eZh9JEYC7ZQuoEaM0dtoBvooGpO3ETBbXHEjmk49DwNd4wPrAnruNKo0u+cc1DHKxPsJpzCOxPfM2fLRUXZKRMxTd4eLp0lrev8u6DEoAd2Yfh17hYDOhcmMcAmVeMsFhnoldGf0ps/EcWCtCpSPqbhNxCJEhAvCe4QFH2OTKtC0iaiaBzxRDLjF00M60I0xuAtOPgz9io4jjMdOPELVQbcTAcP74fyl7tZ7bZGjHnMHeElAr5kl6N9FocW5RHhvO9BHziepL0uvMICTLzjQFcKleMw1hMvpxFXXjAyjqVbmQHdwYnFAi/Wt4P41p3RRmN5TPmdoobInNFZFENSRGU12CqS3eJ7gvj+qAoDQrJGBvlNA52ay4Tnty332AOAyX9DzdRv2PwNmjALxRVwHUmjecqBHhEt6XZED3fRRQDeZdnadIzldxDbCJFBa5OsZ4TI0HOhcQdmnVbUrb10azGITUZuJyAUHunS2AwKDEtnwseKEVhoop67lyySg9wA70LvKtmtIkxyA3Qv/pSaixliY0zoPKC2Mtp4Trz1uAvoVQYNR5GHSpEcI3grhYhsTIylGr2WeffZ7KbI/LrNAuMyRgR4c6CZhoKcPV7h1pZpFbuFAjwiX8P7GRISL88AyFVnufFOpUjKCzRURLrL7sxS85Q26zPHFkoEuXF9ZI1dr0qakQCLKexbQww0djnmZPheN9eJDw09TXK2962GsLa6QyZIXPwkHOpnypTgu3OWjdVFAB3AXJpK1JqLrNqkDfRTCgWMBPe5UbiMRLvAO4zJiIgGdXVuN8st5ZlQLnRdLCy43V9WXIiLCRTS9cxPmKSZzNnGg70W4tBzoIaH0OxzoajKUCOjsZk4Z3aXE78IuEIPZTaDGBrNwKs4loYncCczSCgkOiXdLucKDOOaMcHGAWTxOhO6ahJNiInZfOP9hvPM2LioMzmMghGEN4UJubzevk1NGuFQc6EjPZ+5ADwI6cdhpwmbSpAoAxvkCFwSq4WHEoBzoK+Zr4UnbWSTqQES3DORAd56/33P4vPR2fXePW7xckEh1DmVohG6hhtWS13hRKBZirm4K6OE+o9fdDXF7qxzolgR0YSSQuA36Wf6f91PieScM9AtvK/9vTOjlsMVA39H/5khkSJkWAz0zg7Tfn57xj6IPj3MT7qjiL+S5iYtfufbJQQ4QA33AGL4fymUH4UAfunv0tuf3I5c5mUhWB7rIgQH4MP4sLgrovb1HZzt2mhshoGsGOo/xwoFOnz0K6GGh0loh4KfPRN3sPl43N9zdFxV07ZGh5Z4UmwJHe08UG4LjuACQ8XjJyX5QiH/J4M8YUI8Q7soqG37c4eYu9ZkSCxpSZJevLzrQyVFKC7XhNZNz2XFAHQcK+2siXGgYJNMYzbPtEgT06ECnfJc/z24Gevj7iZyv1BiSHOjxPD06cp6nvSWmDR2cnOYsdO4USG/xPCGbbUoBfQ6I1q4j09peBzppPOH5TAvDhefQNF5YGGS08AzYkb57h4tAx8hGs5sOdJWf0+tKDPQMz7uBD6lFTQx2fize/xHhEg072YKTZJWLqtpFaFxJhWMPdrmjVaEknO3hYMP/I9rGZKSIdhNRMgGY8wBzDmOW3RLQSeOsm4RLIRE0Rsz1MgG9OIcMx/ZGmmcDNwH9qsjcz6qRHpA7ezixb7iAaHuawCVMdTF4PAi3jJcIF7My0KUDnbL9jAE6x3IvnkSFkYsFUWOCcI+VRrCMfGxpw9QwCGm3+0DiTNhQOpT532Z1XpYQLvLfqjGo5DDL/68O9GEdIMj+LR3oxPsOyAMS0CXCxQsGOuaZJ1rmLvy/NAiIBRM/jryYYOOTCGfkDvRRIFwA4BQGxXWbHOECAHe+49fPHXCxUThwwY3ntIAuHOhupOs0RbiYhIFed/P6JeWpMXf0Nin8UoQrIAcAnzS06XoL2x9DuGgHOhIBPST0ICE9iK0hwWg1ppIT4ZjApQ6IEttxFI2UxmWE8cTojjEVqi44kaH7soRwySo8okN6ZgSLh18chjAJepQlv2FSbc/hWUGvN8AYkuvBAb2PCWpyjOwcowbPYQygzaSArsafIr9uGGAG0cGeHgHsQDdpZ3YAo2C6D589Rge6SEv8PPOkbRCJOgD0jHAJ+ysgXGibzt4c6C8Z5DCOCBeX/L/URPTUHUO4aAf6nYAZG9XjhEtRpYCu8CxGuYTXbdJmpNmEQnCutWPKKrG9NvlgwVu41Z+yGF3DshTNG9qt3nh/7z3noZdF5qATzmFCRrmSXoSQxyMFdMJojNAO9LCYjx59d4fBDix8k3AdSVk5woUd6G6EpUVXSw1twzUgBXTFQGe+u3Sg1xAuVjrQZVVWodn9zYH+hYdsIgoAZzIXBWPMcYSLypUPvj7uJxUS3oITr1U12EK45OK6cnMXOME+c7tvIFwIk0mGAjZfEPItbyLaZKBvbIuuY05xxCyEObCZV4RLaAS/GhTC99p16+LDUYTLid4rNa5JjYGEzkE50LcE9NyBvu77xkB/mZCVstI0wgJ6yLN3I1yW1IFOQnpJjxovn8XXhaeiWQAjuD8XMe8ZjEHPCzP7EC70magaZO56mOEEM/RMLsi1sysd6L6ixfm5OEZJDGWtZwBhOlehWM5XUlyMdKDvqVDKHOgS4UJyiyMzCK00hPNS6zVG1YHnAZYQLgcZ6LGH4z4HOkQTUQAwpzX3ajHQM0b8K37uUdwE9CsiMtBzNxJvUxN4iy4g6UDvi7whpx6K/BfRwGldVfQQRA92oFPJDmM35rhfdhTT5JAEdIvUge7mMq6GzodisRGA1tMYnwjoxDY/AcaUES6ZgD7w71mw1uxOg7XhKIBSY1JPn4cElXA+lsvn8fPQQ4M+Dy2JnsPDp5DcaYQLmdit6Oh6luI4OdA77UCX24gkUyRr90u3ujNBDUJzAT2W6pDIHkQ84dQlfg01eGMBfWknvws70GnBpf4wvsWHF4ljUohLM00kQzNAG4Tg5WgT0ZYDPSBTGOFiC01EWwgXlyZwp4azJpZR2lXw8dRENG5T5KCzA10J6OxAHxM8CgCYXgjo5N5260Rr8LmAbsPY053X15EDfTEeSxcRLrGJaAXhQmM1Jae0ICEQLuZ0ArpuHaehkp+aAz38PXOgi8nAg3DUD58/og8VDJMoL5Tf/cpAjykLuU6Zz+l80nwJiC71Lohnt3iZmMP1dPZhgSes6k/IGx6RUH5WCJdx04GeOtfvqPMVLKztlQuaJh0C4aJE9mITUM1J55wvGAnclJTsrv9PhfQtBrqcrGw1m98T+eQnHmu2bZZH1Y0e8vhlFaRzE87sQI8uc4rIPo8Of1pgoUaOo08d6HSfz+hx6t8lCBdH4joJ6FhEDkwO9OiwsyHPGfq1CoX46F4J6JKBzttQ9aGL2EB+VoT3OBsTjWL2lDDwl+Xz7LPTObvFFxOy+gEA7ui5rHGFuxEu23nHvv0oHu+VQvxLRqtqsFWaX3PtA0gq3kpCC22fONBLTUTZgU6GgjAO0Nyp1UTUmFXYLh1zkdu+4iGYS657j2kHuvNwQUw/et2w0Wsg5zm9J5ni4nkaiftuyFEeFqc3dHDtFK46cW/xXkJWypYQLsRAr2M70mBHMTnQEReGdUyP0djCz/wJsBcpoF/C8RkY0ZtoU0AXuTwQDS5T36/30CAb8W5X0O0JzfOWJoFsUaxXDHS67isIFyObZQLKgS7yy648DmbHSnlxyIUjwqWDDzzPiFoO1wCZUiqLW+YKB7rW13Zz6GUTVOlAP28L6LECLOSrr7jyiuImoF8RtdWZxDGuRPbWKppPBClTdAFFd6/Bo4vJvvdzvE7J/SMHMRaBtQM9vLfkNCoHujeGy8Gsw+pAL9xIXI5K78UJKa2Ih+NJ3OXh9SQcCXE8biMF9EEI4jnChc8ZNREFiq52b8mBHm5oKnt7+FbchrIfSoLItRa6nqOQ2MrjcdPI50IswuEcBj6JSBmthzNRx5Iiu5MOdGMYy/JuShuEJgI6IRikA93GbdZEkK7B9XeMcPE0MZ3rbt5pypvOPgO39RZvJ7isz55gbRQhpjA56MKA1B12oNdYojOoenBQDvSp5EDXiYqYCF9UaWrfKD0cBcJlWiZGAUzeozPxPs0+ByURfF+SA10gXEoM9BATYU0cgMWjC5/1Ikp+bUguOuJmhrFuFOVHEuEyaQd6CeECxJ4NGuFiTDP5IbeWFtAHSwx2rLxAE0seH+f4ebrHRwwTLVA0HOhCgCfRTPI5qfT4HH7XkUv95kB/0WAHergSXEj+F362xmfWqBAuexnok3Kgn4ID3VMeI93l7ECP94G1Q9rwU02w6N/pNoqBLjAdmv+9lx+ZNJ3aWSrbiioDvWTeqDLQ82oyWWH26Obo0vYTzjRwkNupiMahXLjHEsa0kw0CenCgDyygB7QeCeii+aej8YEWRQQDnd/XkAP9wgI6OdAdT3vitTC5KVkY9fy3iKej8xefFYSrEuz9pCorCui6KuEpiJ5bPC2oP4N2oPtBGWR2O9ArIuzBEvSqw/kVl7LniweR4910oB9wfvN70b97QmnK1zQc6FY50FF3oFshjic5zzhWFwvk+5PJiiq8DS/WBQa66GPjH+vnpxVRcFLI1KXgQCeECzvQSUCPeVQpKOfKmsHfHOgvErKS0hjDeewSjHEdXW9ur4CuReS66W0a12eWMyldIHGgh+uKKz13I1xCfk7XFRsB+4huYgZ6nmtdExrhIg2qpV4MU0+VZYKB7j280NXIgb46rcXCe7i/jelX9rfsn7enQonRMJb3H17Eznzj01zWm9yUkgRVB96d2IFubJ98Hh0ZQeMoA70zMNYA4bo1wzbCxb6hhWOKm4B+RegJSslhFC/Ac9h2exJj1IRHYltkM6JJls+6KfIfw9cp9FSY8HaMIfHpCnk6ARyS/TgbeWrW+7SJaEHcN2FQsYxwIc562FC6y2fhQJf/Lwno7FIXCJfaDW4A9LTPggOdEC7BpU7nYxECeuZApwUB7UCXgwA3EhuAMTrQxdhadKA/2gUwBj4IXGcnOelpcurDoCoF9KmP7nIAWIKq5IUDfeqBCwsXC1xoIkp9tEcqAUoc6MoNIxNTvl5vDvQvY8jxL3WgBwE9LJzZcL0eF9ALDnRK6EMC1nla/JEM9LQUrFQSO1UYfJPPE1HJIRzdCHKgj84nDYGzoF1xKRA5BIQDPZtAnnnbOOFLES4X6UBfyIEexoY+F9BPDugdIVz6tQlXCJ6EZQ70sIFCuMj/Vx3ofUS40EIHn18r3BTh/5eQbPaY1gbKIyFcutXxjnWCTo2HBmvQGQOj0C2SzxkrDIiBTosZUdC7xfsPdnmCFraD06jAa8ybiIZrdgvhEgT2MznQO1rxzp3knNsI1/HatLMDAktbN7ukf8tFQu0yl2gPnYtEJ3p7gbnMQB+bE5xWRAZ6uiBQMm9Uy5s3UIMXN4smojPOtEBHeaZchOBzds7+NnTDykAPk8Ke3OJhDJzR49S9Q2/66EAHTSqJBbpwDszitcDK0RhwajjQJzclCJe4TXiGie+ZyusjwiV+T2ujMvFMXD5LzoEpmGNu8bJBCJc+3NfRgU4Il4MCus5brkW4vMFmaocwLcW/lcToioCucyZjMm592YFOFXlhbAn/nwtNRJv7aznQ6fWntMKbRS67BISLENAv2oEeFx9aER3o9B7kRF9/ls+ZS6jYJDQWV/ZsCOicc1FDeyEk3uL9x6gWMDIBnRjoexEulGMgfT6XFnLHx1VAXzqxuL+YQAoJuXsYQ087KnnLnyvkeiSgn8+8YEUehz09XPZEbhIQyNnCGBURLjbB5yTpqHSgi22I5pDlU73ftTDKznZqwMksdCmgpwgXb8N5KVR6e+eA8Jyzd2eYcxyzWtULss/Z+n/Kd9uLudpBz6lai4HewAW/9rgJ6FfEnvIGJwVVyIlJ3dnTcrRzF2Wz8iOl+ydOA2hCIXZOCBduohVGJ6rg99FZE11adGMabrppHJImor7wWckmasDKxvp/uqlq4jhQRriwyH5Ot10mcX7VooMU2osO9HXQsAM50Anhsk50YC2XT3NpHDWEaQjokjvqRBPRzkQ3+NlJvjk50MNkjLYhF7hs5BkSK+KavxsNf1ZngAuEgE6KvUK4PJo48PnHcD7ChTIT8z0MB/L44qRAOND5YUwCwc7ynlt8ECG5rusq+3qtLcTlDtdgZKBfiXAR1xyZH2IZLgno4V4Yx+ZkjmLUbEdi3LUY6MauDnQfHegsoJcY6OFYDaGRWEAn3njBnUWLfsZhDgnPKTjQuWGqeC+NcGEBXcyLeg8QFnruOriSm4ub5SH5v5tdcwJMIatk0HWYyYHuSeQmhIuJPL9wfTyE62XADD9OjHCZYWPT5HmKbpwgZnXkKNUOdJ9WDchtbwz0lw1GdHgS0NffT2FF3ycOdBI4w6LWTgc6O9fDhXBWDnQpZHIloHSgm7WyK2v+qdjpxnSxDFbhWbwbk4qcZD8KZ7LFFV+Z7L34277JsY46Az3PPfNm9/VnOX9O0+GypI7te0Ir0aK6WoRYjyMVt4HVgd6bHlP43cCNgSPC5dx/BGMMi9q6wadEuDCaD0JAp6ql7t36OWjRVUx/xiVtIsrCOVfoRGwgjUd0zs7UXwZr7r4uuBC+TAnohBq85UpfWGiEC+XllF+XKtdakQkAolnmkciftyTEv2YHeq1qsNTnpeBAJ4NOgkM5Fat8s/2Jf2dCfOJAD2MLLbwTA935mL+o49eVga0eO/J3ngV0mguTSzQgXMaIrXOPdcNIK/jv7EAnY0b4u5P5LjUPVePqhoCuES7U2PuGcHmZiPhIQvAGAT3cFz1dKzsd6PlznnKCfGyZL+siz9LZaOKcgW52rLM8koAerqf9DnQ1/wqTpYUbbMZmmdGg+rQKd41TloZXVxi/SggXIF08YgZ6Z5Kq2mWOOp18zwTh0lhgZWc7I1zI3NFF7Yp0Fx5b6ggXdxn5/Jm7Uyqgj/Xnim5E3zJWJKEd9GRgIoPYRhXz+n+a+73e5x7FTUC/InKES35xaYRLa8Dymdh+Sn4PpGUoMtn3fmK3HX2dsgSZhHJdwkwPeCcmgDyRZAe6iWKZ98AyFh002oHOq+6EcGEBXdx8JGqzW/xU2Cb8m8R1+r+LLuhs0cEiF+Xl9xIGG9sFAd2nAro5naLDmibiQUA3BxjojHCBFMeDgL5MLGY9Bvc3lY+eFiFiq4TNU7M00r76lUucONBJQO+FgG5Tl7q7jMm5oPyLxLTZzXDBHWEzB3ps4MrnhwZXvP4B7xZPDz1eRAF9vS66cJ12nFQ8EeEyTYxwOWUCeu5Abwm+F58mppEJWWegnyyVfQfuuvPsXptLjW1YQKd/EAudFhRL7D1KbHwUk9wqNBKu5iKbtJKL7pyOn9RQuF/WVnkDTaqsxSwm9HROothPohB9+Lht0xkgXFnGGEzBaUDNXtmZkjjQTfg86znoscCPIyNcZqTsUYlwARCZxuFYyR01+8LEI2x7c6C/bGgHOrlnZq6Ekg70tIlof5CBfiLmf0fbpw7w9d+hEhDyd6kYniNcTBTO9TYlBzpvUxbkS6Kp/J2150T0v9pxtSM/5W2rze4LbnVRKSlNHABwR+gnRrikixDyPaSA3tt+HTfCQgsJPZTGkIC+fi7CuoTdkHVEYAy5eanJBfQ+GDEIz+JMXEyZ3AQPA8qheRvKhf3E55VcnWDRnwT09bPIz7+QAz3jr+aLGbd4mdAIlxM1XyQH+jMhXPYK8BQlMefIcXwRsc+BXnJzV8Roa2Eke1w2EVX7AwCrhO7S+49UbUh5hI8OdFSOv/l5lGgv35+7p7OZjBzoM7AEAT2MVf5S2d88N4VRdqBT0U/IKy0z0EW+u6QC+ilU9hxFuLAD/YZweZGIqJOQE4Hm6uGZQ/OFndW92nDYcqDPl5WBPvdS2wHs4vh1mQN9Z4WCZqBzNchZ3L8koBf6zVwTmeFVVOTpe3rpezgaL3QDVymgSwc64pyGmojGpuGtJqINBzo5uDmx6Rk/nCNcyJSSn3v/GBfs7P0J9jyIv9VzkGjC0PrlxuIeHz+ZHEhArz/TqkatgwvQX0T025vcQkfGmCyUN+QTk1wU19vqG9yJSYwTLqXR/TI77JybcLb3YSuTvB5AQUAnBnoU0IkgyTc9P/RtFO4dADcVHUq0SukpaWCEiwWwrDf2gA0HegnhEm7+Aidd3+Cm6ECn7cWxBoGpIwd6GIRcaCJqTiclEC9rc5Ye8KcwmS6UeMYKgQEQTUR744OYPUYH+nzhxI3RKswOzl3q2oF+R/SFoQcw4yLc5TN1bxbuiLlLXerE3iNhb+58uE5o8uixcIObNLlbHejpgk8ssboJ6B9K/PznP4+//6/+PmY/4+PhY3zf174P1lh4v7AzUqIKnHuMCJdeI1ye1kTUTSNG5UCnhHI28bX7mogqBl/Lga7E9qID3U345sMEeOAr90FACZMTQ/c2OdB9tw7RS+6W57HKO0xB7BucBxzQBcGGGkIBQE/Noe60Az0cc0jOevG5xvGCMz5etyeES+y7iPAh119fcgEdQ+6ccOpzTMERP6hztzLQ07LEyzwB6FcH+jShH8mB3keXxjxHN5QSxfNGsGAm5Ek50O1NQH/RYAGdHOhBQC81EY1O8hThstuBHrY/d4QmS4VxQOY2AuEihO5lyXM16klDr3fusdg4vsbY3IVQEZPC1e1uk7913X32mq3Ins/kgG80sM8Z6KU8tWziAIA76kVBVZCSG68aaCK8x2AHPr9z+M6ITywF9FNwjmfNQ20U0Olb7TqxqOsB7y68KHgKQjyJ/Nwg1HuumDBmgPeXII5P7FKXqEN6LtD3THxh6Whfr70LC+i6OqHOwx+xLI8Yhq8U/36LpwdVcjEDnQR0WuA9KqBrdNwzIVyu3c9LRtV9nzQKbSFctp3f+r2s6BcDNT8pifQz4SLCS/qQI4zOVxct9nHbpWs+7J0E9IkEdJqXLuv8aJrXwW32LKBbjXbAmvdIV76MyEBf/2e5t876P/lMiT1/qAonzC83vJMXLXTuRHTc4nliUvmz9Q4wgCOES0/axs65lUAAy/8XHegBM7QM4nk2A13nsdgByxIXkfU8ag6s8PGnfxru8QJYA9Ov+Xz/nd/JaCBmp5OAToiPfoDvU+yiaRzrnqgh9pzP7+lZ3HOSgQ7EOaJ3Pi5cUKLSWQCOm4jqfAq9+Dw0jyoJxMLZvv6fEC4dGx4pt+JqSjJoFRAu7kEI6HdnQGqUDYG6ql9uMtDp+Ona2Waglzj0676u15P+6d//Jfxrv+pjnO7fr8R9E9CviHn+FIBcZcodPhrhYgtYFt5WMysLjiXaNzlihBzKq5SehRshoBPChRuMhq98IlFniiXP9gxMj7Cf/eL6tw7R6e084B27TYsM9JGQBYqBToO8/OwZniUXu3MH+uprnM2EcfrFcK7SyZkzEIJ7AeHSEcJlnZhmAvowxO8DPYBLbCaaNRmK+83KhMJ57wwAYvCRw3uKg9pjWFWMmJcwSZwnLmGh5MyxAz0M3kMHYMbk55UdNk3sQNcC+oR5bb7T3WP55Y/DuVrCfsPnE0kVrUIXk1+F/OHr9eZAf1UxTb+EX/xXfwWffvo38G9853+ETz75dfw39/iIX/rjfwKf/3//P/iO/+3/Dqdf9934mU9/Bj/5Cz+JP/szfxY/9k9/DE5wwf/Df+s/xA//Bz8Mkzgm04RkCferZQGdEC7HHOj2dIJzMz61P4Vf+l/PuHzf38YvBOfOiUQzcqCHRcNmE9HwsH5YHP7GL6/3+TtqWGjqE4NvzeTeoQOMDvQhjEn/9x/7afyJH/uHcB745Nzj3/8134H/owNshxXh4gFjHDywIlwsVgd6GDtcP+AXPxvx4FZp7+fsgscgoJ/C6e/DZx2DM+nzv/bXcCZ+eBDQTTien1nXBXEOn7mXQmVImLxgf/pMQKfvQgh76nwulxF/5m/+HP6df+OTbCI8kgOdJwDrPiZjksY44/0/xze++RMA/mP0mOEfH9GP1ES0Y7F+HkfW+KMDnbieJKBHYY240fQ3wudYU56M3uI9xYPD/+zTX49f+em3AYhuuYkWe8XE75c+X++FMwvooSpko3KFBPaIfgkuLWoiKhZNDAur4UB8/HcmfCuX1vpv7SqPonTm1uFxUU8ACwgV8bv1OWrF344LZ9P0KabxXybH0RbwlXu+hRoUJo7Use2iA52qIAsIl5gnUMVA3GYK79/bFP00oeexlnJfHqvp+xEMdEI1GTusi4M+ModJiKd8l1jqn46fwiMy1JflAigHunfRtDEFVyedMxLQpaOdFmXm0ES0NHnX8dln/wB/62//pzifvhPf+73/FS8u3OJ5I0e4hEUSzu9p8bZ8//kwdzJUYctIjXLesSe895i+8bPr63c4FV9L5KjHMJkYZR+lhhi9w/mdvVcJ4aJc3LkD3ccG9M4BNoh946Ref1L/F8ah6QHLx74oePPxUsJzSccIcqDDTTDWwmNhk4KeYwEh/9oS0NmBTlXl4e9ibPlnY+inY8iEEHpL+LaAPiqh8yQQHdP0S7hc/jk+/vjfae7jFtfHhRE6QUcIiboL18jATUS351Z+HDF9818Cv6pQlVaYs3/jF/8hvgOAuxfXyLxy2Ol1vziVm4iO84Jv/Cf/G3z2l/9yfhz39/jH/6f/K/DuKxj/0l/AP/lzfwYP/4N/G/jNvx0TfZ6hx/LV9Z+6wrmUk+wJMjdmOY7PHeiPp4h6PBsLaww6s+rl5EAff+ZT3kY60D3ADnRjBvzyX/gL+MW/9qeBf2/Nf2mO1hrX3cOc7HcxF/zy1/4afvnf/jF8Pv3d9W9kEAlanms50B/iOTO9BcwJ3s1rE9FL/nxalgt++Vt/E7/8rb8dzlmaQ86Pj7j840/hHuf1pHQG5+/6Kmwwl7LWRw50mr31jXE9q8YuLxxP04R/+A//IX7qp34K4zji/v4eH3/8Mb79278d3/md34mvfe1rAIBPf+EBf/q/+Bu4/3jA//I//Xfxle84bkLZGzcB/WD843/yh/DzP//fAADeffRrAcjyBiHU1hzSRRfQHgb6us0//eznAZzwqz/5twD8HQCRP0kC+jpArK+dvtmhgxB2ySE0kQN94uZ29uf+NvCffx/ML34OYIAbztGNHQaPUikHHeflJ39qfa9QJraKwjN35m2K41TyKx3oSmT/5sPfw9/7vq/i068MwDf+b+F4Uk6Wt2KfXb5PHyZoNjSUovMxffovYQHY+/usYzUbvIlvd0oHAecm/OzP/j8BAOf+a+E9wyEALAadwnleLkJAJ5dqGFhOzGR/4G3YgR4eVmfiWQyry2l2UUCfqNGEKC9cunXS0H37/xB33/efwE8fwU+f42H6qXW/PNhJAf0x2U9kC85Vvv+1K8S3eN4Yx1/ET//0D+Of/dyfBD3A/tk/+xP4H/97fxz3p1+Nf/Ujfwy/8F/+l1h+4RcAAP/qR/8i/ov/1Rn/3Xddkv38mq/+Gtz1d/h7/+rv4c/+zJ9FZzr8Z9/7H/PftUDz+aer264L1xM50ZedAvoDfg6f/kczfuk3/hX89F/+jetC5X8A/DR+LX7K/DpYOPxPf269xmgylCBcdONbUSnivcf//u/+E/ytbz3i2/oO/4t//dvW/VTYjs57/Fc/+/MAgF97b/CPAJiQbI7esyL4//rr/xjOfxcA4DsvDt/9d34Jznwb1ikbd5Jaj4PKZpcJ/+jnfgn/GoD/w//77+K/+e//HH7oFyb8+/868J/9u1/BbHv8ms9/Fl97XDNJEtDdf/9T+Ac//J9j+tmfxR2AxVgM3/EdWD6b8G3f8d34Vgf8X/5Hq3Pxf/63/haAX4dOiJATsVSXBfB+LQt8TJvW0LGOP/NPAADdt387jE2def+P//an8X/+5z+HswX+62kCTIfLP/gcv/z/+0f47379/wQA8G8+zpi/ecH4V/4Z8ElAuAwWzo34+X/zj+Pnv/O/xt95/C2AAc6fPgDe4yvf++v//+y9d3QcVdb2+6uqzt1SdyvnYDnJOeJsY5sMNsGGIcchpyGHITNDZsgwwJCZIYMBYxNsbGxjnHC2LFlWlpW7W1LnUFX3j+puSdgwM+83c++63+u9FgtQn6pz6lTVqb2f8+xna/cCHRi1NTPSz8k0/AoDve8egpyU3dHGHIz2AJaBm8qH7b9mwUo3vnUHOKdmFpI6J/n3sDm++cRAZ19VVT7+WQOOJhU7gT5A/LcY6Kqq4o8Xw+4rPhoHMg8l4SINlHARVCkJUB4szzIQLO9/roOyrpRon4b5L4KNg1jdv0GeGKCzLuhQ1dg/TZcdOB8KBw68R23dU0SjHgCMxpzk+eDQoK0c82pt/gWAN+HTxlQIxuIb7KIeVQljSGy89buGhPX5wFofgbg/ZtFZkm0SHPI+uRUzECao9smiJMDsBLjTv65QStzvkSTrgOswRlsBCCpg1GvEATlxjfH79UXNFwAMcQ5BFJu05THuT8r0ySIk7nMokYEV71+XyKro5z+JyU1lrTh9knkeb9MTcnPt99dSai+lNKWEbLmKcPu7KEqIoO4AoVAzZnMhh+0/bwkAPcFAd0admCYfi5gSI9zYC1KCZNQvyJdVghUu/Nvb6XJ/Q8Cxl4ijDZ2UQoY6A0P5QkD79v67wLcSidB29z30fvUVAOaxYwee5/8PDPR/R8IlFkMJxDeW4hlrvwZcJ+RMBFFECYYGtAH6SUwenP6f1EAXtEzoZF0WRQZRY5T+MyZ8SO3EN1cmPMJLy9AlqEfLhEKfYQked5CEiywHiWbGAbTwwCxN4hroQJ9eck/PwD77yW5qvqz1oPmOdnQQ3LlTa++wgr8PQE+Q5RLktvdbXfyjOwOAMQbNl9UlyAb8+ubcXl+QrrivmCJG6ez8lmhIB6Sxu/IezLGvMBpzmTnjYJD0sP1n7CDZwkThaimhgR5/Xv8JgH4gGGbXk09hs2uxnrFM2/Tok10dWGdlS9sWvtj7KeMAaXAcd0DHW8csZv3oCThkPwohttfEn4+EfF58nGGfD/+6dQh6PVJmBsgKqiyjhsN8MWYiNZZUTGoQq/Nh6qf3ENPnA+AqsxGKhWjyvEG0TAUZUlO1dfC32PL/ioVCB7TzSIki5n3ybr8sDPwXZx4AeX5vklyuFwRkVcV/wEvHN01EGuIEWouuj1QpCaiodDYuByBa20Tzg1cRS1dhIqAD09By7YS/AhArgSi+9S2oqATz9rNnzyt0dnyLPE5bK1FBr3di7soFY7/3PoEhHeJZ8K5eAxSiKjJCQo5GiYGoQwlFNKKadwdu11o8ng309O4YQOrQ6x2oikq0SRtDqLKDzp07BvQhWnXYZuRjKEpJMvOTZCklBhgQDXG87RDftOQ6mMx0HthGVVW2bNnCihUrCIcHYhT9bfTo0ZxwwomseKOCaEgmI9+GzWn61fb/CTsMoP8bVl//V2pqHwegpORq0tO0ALEvveFQkiv/PIj6ZYGHPrmXCKqqIggCla7dgFYUpDytnGeO/AsVm7X+TUm//WAAXfFJGEwy+ows6KEvhTmuiaBGfcjhbkBAdNeB6kWUsgEZ1ersYygltHL7MXKS1xr/b7mtE1NBEQaHAZTW5G58clfqN+VZEjuqUQ3cEYRk+6hex76Km2hrWwKpieDUhEGfRmbmMQPnVxD6WO1JUL6fjl4i0DIMBNDDtdWYAcvEiajqeu3wxFzFQSg1HiUmHZ24k1FX9wxe7y50OjvFWRfTyJdJ0F0ncAhwvI8VlSjuKSQrxWssVanNFb8GEdFoQFEVAkIEK30SLomFOKpEkwtTgASLNyHtIKEKAoawDtOECxFNDlC9+H94jN0jtfuS48iHbqBf+njMrfUvGONSN/0WNYVfPNvJ4PAwgP7/pamqSlvbZ+yr/jOxWDcAVusQVFUmEKjl543nYH3OgLmiHQC3Q6LTpjCsOca1H8TIPMpI4/FjmJQ7mYVlCylOLQbg+8bvuWn1TWxpWsr66BJMAqSnHXkQc3PL8hqghMzCFKAfA/1Q1cFVlbq6Z/H6KjAaswmH2+nKXwEFAB0QA52QgmGtnyWDL4RcOCMrjfR7PyYGGKxacNGfgR6urgZAl6kFDf0zRZ5qaOezjm50AvxtVAmFJm3sv6bt+FGbhx3eIDZJJDf0AwCD7SVsirdt8UTAAFYTPHLaBGaIenr/Xqk5tDpQI362dFRwQhH4o1EsZghHAD10dPfS2CaRgVbgygJMdA7mzyNN7M7Qkxrz8cbuPyLxvHY9niikgrplD9HmZkSbje+zR/FpwRRe6pboeGYrqSmFPDhMT5tZR25XO1cs+wqmj0CIqUhyDFnSEUk4JPHA0jjqDJRADNGqR41n9CQ2XAKbfwbAvnBh36ToDUR0Or7bdQCyhmGIxjAMOxF96ZF0f9HMimwdjePspERV5q/ooW3pJuQ0CSZbkK06/LH9VOy8GV/uXjrI5u9cDMD8HzaQetJJ2O++A7Y2IiOhxgH0cFQm8V1LBBNCkoEuEusJY/dq99IWsNGqxkCA6I5OlvSsoysWAnsupSm5NDe/SyzmpaTkyoOex8P2f26RZi+ut/doskOINBpa0RfZKB89ngphO+w9GED/qdZFZZsXs17izMlFQD8G+m8A6M9/v596VwBRgKI0DYg1xAF0Nc7MidQ3J9tL5ji4dahior9SRHQAgJ7cqB+4YR8KtyLHWcYGQ9rA4w9RtOqX1l9XPGGajEjsX9b8DAYbqdh7O93dGwFtzR8y+I9JhuCvFbAPhzs50PIBAKkpowZc86H6DofbAHCFegEdCwYtQFS+QiaMMU5MSIDcieKsihJJzp1Bnw7Abk89ACcOOrHv3Gj3UBdPR272NQOZNMZSkm3UpLxdPEiLB8L+QA2pEoQUEEwlA67ZqGjr2u6gxIy4X1ir5NHjbWd64TQUVeGDKm0Ozhx2JmLXM/HeEgz0+Pch0pW8V53BgRmoFrlDayP0BWuJ/hNFRBO+/RsV7zAKbQ1b3bSa1U2rmWmLstipzXenPxe3uIjJuvSD5v+w/Wesv4SLGpWZHVmEPj8LPdD5ogYOWI99DGI99HzXgGjR4fuxhZjHR3v52/SMXjPgfL4pu8i1XEakdTDtL2xHkB2gN/9LwLcSDNJ0xZUENm4ESSL7zjtIPe5YoB8B4FeY8P+npqoyPT3b6HKtBlXGZCog1T42uRb8S+eI9pMhadyI0BNO/v3XJFxkj4dIfT0AhrKyAb/98t9AUs7E/+OP2jElJcnffikxeSgAPwmgCwnZiLgUn6KgBoMDjhP0emJpKqEpLjZuOhGfrxJOH3jNPaZKNmw8hlzjiRoj3Q++cBWVFXcTyveDDMZKbZtfNGQCdah6GeKbgz497LJIFH6xnFTAPHGi1rckgSSBLP+q/q/7zbdQIxHM48ZBdgbU9sX0ybpmapQvO7q5sbIJgOPUpZxg0TbyjPF16dcY6Iqqcvu+ZmQVjrR6aNx6KdGomyh/BCGNYHI9k5DlEJL03wWo/rfaL6VOVDkCOitq/F1KMtB/g5y0093DaT/vwzfjOC5T9zOHH8garPnzv4zZZUVmZ9dObv7hZvJiMRSzSvCkXsIYeEX3EBtO1EhCKCTcceampXBXmQY4C3EQNCaKGMvLyX/8MYyDByfH0hWO8ur6bQAs5n0c+m6ipaAmcKqsLr5YNY50Sft/+3sStqPi/stv1HD5ZxYI1FFX/wIAGenzBly7IkcIJTaj9Hreb3XxqcWBqCjcvWk1wkmzAA1AD6HS/vcKjH6NdW2dkE3KnIIk8SimdtMy9nV86hYATFtVdJmZ2E6cRgcfg1GHcdCgZF9wMIDe8009IeUALbOeJRxtBi1MRxdMx3ZgFMXHn0Va/hya3v5zHEBPSO7GN/B/EWdHOzroWbIO48izEJJp1KASwZ+5F3fXP/C0byQW6xlwnF6fjt0+DnvqBLLNp9H51x0EZQ+MBFWSkdJMiCYJJBGlN4zcE6H324YB5xD0IjG3G9nbg2SzYBo7Lv73gdJcSiBA94cfAWCeMF5r00++MxAI8MUXX1BZqbHvU1NTKS8vx+FwEAwG6e3txe1209TUxK5du6jZV4ehZTAWk5OjLhqB2E/D/r9hhwH0f9FaWz9LgueDSv9Aaem1yd9+i5WdDKJ+QydaVjRA9SDdpHj7Rm8Lf9/1PKfawaS38+b8NzHrzFTE25iSeugqqgo9FQLEN7sM1hilE9zsTwLG8Y+tV3tpZGIEC7TjLamT4PjLEDd/AywlYvYSjfoBAUM0kQrfd63RlhZcP39B2NoCgBQ0UPDXZ6juvEXrXP+LtI7+AHqLtphi1oLOJFscNHa6zgByhC6nnr2DXETalgACuW1Byur8GO9wg9jnBAjxoEYVgLi++S8lXFRVTeprJSRcxIQOJjFAwjZ/HoqiAWbJYDspmXKwRqLHs5H6hr8CMHz4nzGo8etBAqJIAsmUUIMiggD2Lfu0FvnZGPGRJinJAkY6WQAR8pdqAJZt7lwEvZ7ntz1HqRIgExhqLAK2JJntUSWa1AKs9NYAUJI+GPhJa6PKnLv/WESTA8XbRrjib6i+dn5OETFKZuaXHQ31KiCiE3XIcpTgF9pOqnXqlAHXHM4K4k3TwHVdoBAlEAU1DtaLfelPh+3/XYvFvFRW3UN7u8ams9mGM3zYg9jtE/D01rFl7YlEzO2oJwjEWnS8P0Xi+7EAIrevdjB2k4uzvwtjDZvIe/hsRJuNWMyLTpfCvKJ5PDblcnoansAkqDRFBF5r8nBN5nqm508nGoo7eWqU0rEZzDxjCEA/DfSDnbya2idoiL83SRPAuFMgf/LvSR9zErpm+PTn+9g2azh6QeCyugpiHR1ImRmY05zg7QPQkWXC1ftBp8M6fbp2uvgzuzEjh8frNPDn0aGFzHT2gTJJbcd+ALo/JvNQrbamXVXg5OONbwBwzrAz2dSsBV5RWUIHPHhqOfMNFrpe242gqOjLHBxY8Tbm3d8xaar2nnTHRCxAoytEiRXaPF6cYe3d/fNZk7GYyvlkdwtf5euRFJlXK+6lUCnApSoIgoguGNdAd6SQc9+9SMedyJrHfuKPigHTl3XIwJcZET4vTEFQVW57669Y4hIvqqKgl9WBAHo0ii5/EoZBR4IAab8bRnBj4vq1f4dr6gAwLj6dj9vcfNfVy7qL/oArJZX0Ay6u1mewaI8XQ/nJAHSpCi/EGSunV3VgEy2oMpjiDICIKcKWLWejKCHUmJOXIw8TsJoYtb+Sa7Md5N1yE+5oorixiGwyIAChUAjQ1ur9u+7GqMvEGhmN1wBFFRbaPt1ESa4VxoBPddAtqEiKiu2bWspTfUwcbuNrQOf7kap9nyAqZgrzLkYyHF6r/pOmRhXcH+4DBUzD03gh4z0+dn3OXVPuYjQ9GFzx7I14umlCwuWNH+sBWDQxH7slzuhNvJOHSklVVL75dj9dq+t5CgtDHRbsezyERgcpMq3QTq0aibqDdD73E5wogSgTqRWIDQ0lN8WFfgDCrxUTHSDh8isM9J4ezY+xWoeg08U3Dn8ByP8WeaKnR/vO99c6F0UdinJoXzFhihKhvWMZnZ3f4nKtRlHCSJKFskE3k59/DqKo63e+gxlc/nCMdZvvQSf78ETLeHxNMUb9LvItByg3QCASOqi//TVPALAroJBmSuPWybeyc/N3yHKfxm6ing6ATucgEulAF9fzzso6gU2tG/hwz1c4jE4uHXMpAAFZYb84GoBBul4UVeGnA2vBchqZ1qLk+RIAekQdKMuU2JioCkkMic+j+IuMk51BKSnZERFT+bTbwGTJzsbWjTT0NmDVWzlp0Elsc70I9Gfia8+Jx6NtTkjGQrY2VaETdWRacvH4wKBojP9OsY8xnujf26X5emLYyPuV7/Nx9WeMygOjKHHnlDtpdu9kdPATAH4+MAjrj7cRFaOEJipYcjhs/wVLFBE1SAa6v6zFrmahhHoJCW1YU8tRwzKi2QE48K7UMrFkXYCWyS8QcOwBRPKzzkHYGaZD/oZIfg8HJjyN2TOMlLYjsLnGYTvuCVSljcCuTszD05JMxf6mhMM0X30NgY0bEa1W8p99BtuMGcnf/10GeiBQR0/PVmwpI7FZhw6op5AwVVXp9e6krW0J7e1fEY26DmpTUnINg0qvP+Tx/S3W2YnrjXgmsBSG149BCBuAjF9kBCbA6fj7V1sLgL6gAH087f4gAL0fG5toFFUU6Vn6JQD2k/s29YVfY6BHI6hxtmI0WTBeO0Yfl2AKNDWj+P2IKSno8/Lo6dlO07Dv6T0iCmIr+FoBCcM+BdMuEWOlgGh3Er6rjO7uDRwIforwJxDC0LpDQ9mloB7HX1WUmiqQDIjGQcAmdFkG/CYzn8w9jo8nm/DqBJh0GaXtC1g0fgTnhqPkGPVaJrEsH/KexzwePO+/D0D6FZfTGtU2FJJEr7gkQ2UojfsqGlCA+cJazlXfIM2prd2GpAb6wc8jwAdtbjb2+DER5jTfbURxYzLlYyMbwlBQfDVzip9OfusO23/eNnT78MUS2vUiuzp3EQv5wegkzakxthNFRIVf4Rjs2rmHM5q68Vk0otHrXM7kvFnJzbGEhnlvtJtLv72USncl3eFuAKaZ8+k5o46eFAtPiA9QLRejj0a5dMl7yGen4IoEOWf4aUzLG5fsr+f5F+Co04jp9JR88H5fPYi43V9dTS8GitR6rho8Dtl0Bs9tuJlanQpmiKBLgue2r0Ss6yVNwlav/826LL9lihJjT8XNKEoQp3Ma+flna3MWx7Birg6CO1yg19M2cw537NMIFxcu/ZiJvdqmeLQjgBSWQScQRcAyPhP78aVIqdr1ycEg+9+9ltZxm5FNPpAFsqrGUHr6bVgfm0RU9rBv3ccaISJOhk2CyP02RsONvfg3tdE1+iPC5mYkyUp29gLEd9qxyOcjECGj8Cht/AkpmKQU3aElXNoffxnDsEXanB5ZRG/vTlrbPqXlqE9RDH5IcFh1qaSlzSTNOQOncwpmcwmCIBCsdON6swo1FEMoihMShqWQ+7vJyT5UWSW4sxPfhlaUUAxBJ2Ic7EA06eh6+R2QMwEwlY/UxvyLb5r7nXeRXS70hYU4Tjkl3kabn1gsxrvvvktLSwuiKHL00UczZcoURPHg71JjYyMfffgxXl8vgbTt5Awai9n+34e3DwPo/4J5PJvYW3kHAMVFlw0Az6E/w6dfyl9CJzoOKoqHaJMwt0tjNJjNRQPaAnSHXFyz8hqOM2o7yONKzsGi19g6iVRfW5wervo8tPzkoLsjAtp7Q+HUXvQRBTGhTZlIrd2/DmYBgoBqAKlLIPPMlyA3F3GbNp6oWdttdjqnYoh9hZaAGk+Nr9zD/puew31eECaBaatAwfX3YRo2BHHvfnCCmpIO+FHjWsKoCigyxEKwRQOlGKctavTTw0SJoqoSNY3P0zDaDihYLIMYUXYf9jUnJNvQD7AV934FZlDMdjA74+dMMNA1R87duRb0IITAYM7W5pCBVZJtM2ag/BxnWCeEIn4FQI/Yg+zafTWgkpuziOys4/H/9JPWZT/9SqPFQgQwKAKioFKwYgOdt0SJljZxLoAVXJc3YtyrkJZay0R/jOyfNXmV9N9fwncN3/HKzld4MO7zOBUTHkiC5lG5j4HeLftI0dsZljaSDgCdnlPccxjbMwRViRLc/ApKr/ah2FUicNGoi3CGMuimEwQRvahn9L4IyoEWRLud1BNPTF6zYhFxX6yiijK2jvGY646h5YENRPPt2u7k4cJX/z1z1eBa/iSBkEzhhc9pG0xoTkJ7+5fU1j1NKNSMIEiUll5PcdFliKKenft/pOa6qygLynTdBNFBKt6HUjll0L1caC3EaXJScFEBnvfeo+3pR2g3rKbx89lES1UUNYLdPhGTMQexYylOHYREB297RDoj1Vy+4nKO0Z/CfLOC0Q6DJ6Uxa+HoZKpYgoEu/4JJ2tT8dhI8Lyq6FCEm4PnoA4wrAmTNP5ucGbcDENLv57WTNcmY8/PSMd/+ACEg7Zxz0MczNn6ZimqZNAnJrkmfCHo97lQ79844FhU4Ly+dc/IGMvsSGuj9q8c/39hBeyRGscmAxfct3oiXHHMRb68wwXBAELAZzYSAzF6Rri/3oEYVTMOcOBcV0/3qGhQ5jM0Yojd9LAaf1mdi7dT7Y5T2toEokjFxEo2vVvPsJG0tu2TNh4ypr6ZhSyq2E2SQRCSrNkb/cdNwLjyTj5ZW8ZBiQo+AYJDYPCODByVNimHB/irG7q+EtDjwJKvo5D4NdYBoqw/TuPMAsM0pwDTU2a8gVryojyjx2lU38XmLD68c1/xL0d5vV346T6LyTqqFie1+Spr28WbWEII2CWMkwsI378b+4nNYxk2kIxiCbfsJRLpRCJGeNpsPKy6iMjeVlGCQx1yN5N12C4IgYOwH+ilmHcaCI2jcvQ2GTkdSo7S6tODRrH8USMefv4zG1E30SlOBU2iyavM7TG2ledatiPogCpcAI5FVA3L3ODI6S1DmRJE4DKD/J63n23piHQFEmx7H4iFs/HYrAAU/VFH31H3MkERSilRMU/YDE1FllQaXnxV7NZrNhdNLk+c6lIRLpMmLf1MbPbs6GRWSGYW2MaN6whzYsISOnrfJMnehKCKOhqNoX7EZwViMoEiooozikWl/bhtCnibjMQBAT+qbJ3y1Q0m4HFoDPSHRYU8dT+dzz+P58ANCF2VCSb8N+H6am/3N56uisuouAPLy+qSxkuDtr2h+ynKQHTt+j6d7Q/JvDscRjCh/NOlD9rck0Bz3PX3hGNe/9TpnD/4WRRV4/udTqO/VNhjL7B2UT4H2Hh8r97Yzv1zzkxobXyMQqMErCyzv0fPg7DtxmBzJ4NYc3xhR+smYjBr5FOFwO6a4lExQjvKX6g30KgJ3jL2SVIO2nnzV2U1YsJCltjFM7+KHph/oDLSCBdIt2cnzdak2FLUbt6LdQ1EaGKTvCUqM+MWcg5ZsWRmSMMTvWUJTPSpHeb9SW1MWli3Eorf0+d6JIBstSEqkNbd5HGRFVKYNn4XVoNf8sLj5/UPw/niA8P5u5LQoWMEX0zJHpbUF6P1uirMLgWoEZM4cdiY7d62mKySjU0dh/fFaQMQyJoIz+2D5hsP2n7GEhIuxMop/kwdVVQj9/Bqt87KYfe/FBLfuoemam9EXjsR+6u+J9HpoHvYCAXUPkmRl1MhnMGyJcOCBP5AuqYTuGIYnr4qgU/uno/wd9P5szN1D6F5bieWbcrJnHYl1ck7SN1JjMQ5c/wf869cjWCwUvvoKlgkTBoxTOETR7kOZooSpr/8r9Q0vJeNOvT6N1JRR2GzlWKyDMJsK8fmrOHDgH/j91cljdbpUMtLnotM7CPhrcHvWUV//PF7vHsqHP4TRmHVQf7IcoGf/j7Q8dj/i3i50zjQysrT1XhD6xtonuXIwqxzAPH58v2v9DQZ6NErg55+RO7uQHA5ss2cffNwv+ghu36HVhLKlUBEnf9njGeJS/Lvi3afFWMZz57Cz8kpc7jUQDx3NrakUz72djNQjqb3qyGR/qRNnkzf+Ubpc31Nb+Rd8VKIaQBTNpKfPxvbXHsLVWwEFw/BjicW0NWe7vYQn7zmbLqdGsEoPK7j1UJedyxMtHp5u9XBKlpNznGk4WluINjXifustRLMZXVYWuvQ0/Bs2ogYCGEYMp71gM02N2uaFMZE8uPENugpyeVS5grCgMiuymwv1z2IyZJOdfRIABlEHxJAPwUB3RSLct68W0HOq+gH5JhNFaQ9i2zcJmykC+hixehvB1l5EUwDrpOyDznHY/ucWkhUerm3lleZOVKDYZCDTAHd+dR9m9SJ6gZETtGdfb4hnhh9CtmPvp0s4S0il25FGWaQGu97NVmEyf3RNJKW1gn/sepohjWuY4ISwEmZDq+ZHpOhTmJk/k/Mzbew1dfEw99KkFmMX4cFn/szomip6LyjDF9nLUONJyf58a9cS/PYbDUCXpIPe8329Lj7uDAMC19rWkZ1zH+csO5eaHh/GuJRmWuYCWnyVbGj8kau/0o6TI2F0ev1vYme/tHCkC4/nJ7q7N+PxbCQQ2I9Ol8KI8seSG4LBzdpapQoy+qJSsp94gjMiBoJKgJlyiHO+XoJ6xBEE97pwv1+FbqoJdAK2xYNJi/tDoVArDWufpN21lGhZvKaGL48hWXeSc83xyfEISp+PoqoxrVB8PwkXVVUJ/NxO61e1NDl6iWZvQwImTvgAXV2Uxm+uRzhKQDD20/FO1PNJMNCTEi59/rJv3UaU4AhUZwTf8FU0p2zGv2W/9qMBpJCDDOtM8secjd0+cQDhAsC7ppme5XWggqEoBcdxg2mrP9iHFSQBy/gsLOMHfidknw/P3/+BafzV8bElion2AehyTw+u114DIPO6awes/SqwIS+XlpYWzGYz5513Hnl5eYe65QAUFRVRppvF3uBmwuYOKut28PLLBzj33HNxOBy/etz/qR0G0P+JdXdvYeeuK1DVKJmZx1FWdstBbQ61QxaL+Qb89mvakrGYl/aOpQDk5Z4xoC3AbWtuxuOvZViq9nIU5i1O/pZI9S3UxVOIlzfS22hBMPaBSpJOB5FIkmmdBIy9/gHjSO0qxpCbq7X5RWCSk30KiN+CHE5KnvR+swxTukhoojausgn34pi3CLa8jhD2ASbUzFKgsY+BDhqYveM9CHWDswSGxRebfn1GQu1U7HkAl6hx7Aussxk86SWk/h8LOdIn/+KuRahbAyNsqPZ+L1mSga7NecMeTRLBut2C8djCAfOBBNZp0+iN7iUW60YVdHw67Eh+mF7MaGk3k/iebFufjpOcqtJ1YTdyVCElZTRDh96L3NtL6x+1gPinQSpDEuMwavdTr4gc1SjjP9+DrKlMEFVBRABbjOBksFPJeRnQ8Sjoe0wEpVdYs3M9kywx0sodxCIeIo0aK0awpwKtAyRcYhIcVXwUen+ciZWSzcWdGks01vRdEjz3WCFalM1FIy9C3a0FzwgSOlHHsVu1eXaceiqiWTtPLBCh94ZCYqnV6AOZpK84AjEvghoxIsS13VXVjxpVksWVDtt/wILd8M2duDYt4d3ascRUiZHNVzP/jueIyq3s2HkZgYDG6DEZ8xg56mkcdi0ldE/dJg5cejnDW2XCegmDZwGKfQ1EXeha/8Kg0S9isxUSi3npntpJx6MCsioDcoKITE/PFhIJXrm5ixlcdhszFJGXd77Mlzu/JnfzZNS5mhbiiJmZfTpr9GmgK7JWmV1VY9TVPUt9w0sADCq9gZKSq2m75x6iHwXR5+WTeeNNyeM3ygJ7S4dgiEa41N1CsKICwWTC8bvfYUhozf0CQE+Zp6XphRWFHw1mnrz0D7gtVoZbTTwwOP+g6e1joCu4P6yi8UAvL43T1o3bStJ56oc3AajbP5Wo3wvDNebN0Ow0Qo3F5H8hoUZkDKWppJ1TTvcH76H09mJIiWHOiiEsfp7s16qRfVDg1EARWxf4AMuECQR3+3kjT6TdLJLT1cGZ331JW7cNFDmpqKSzJjYLVML+CKXr29Ej4Mo24/tdKdfva0ZRJY7auI6za7UMlEQRGjWm9qUsR2PI/iieTxsR9GZkVzX2o2fG28fXQVVGQeKxY2axbNRgkBXEoIy1JcCf28LkqGY+LtTzRYGeDpPI8uIUKJ6YnM85G3/C7vciyDKiUYen6StgGDI6SkquxsdpvJWtwU5/rNjP+FtvTmoc66W+dUMuPAZzwRg8jneB6ehRSa89mYi5HSkbkECUAgQd1ciJqDduI8QfEMUgEYzYrWUQAHFrAVeNPInBFjevN3WRN8h20LNw2P5nFqxw4Vt3AADnaUPYE9xLk7cJm2Ai84PVyIAoK4yrA6FzNxz1O2RPDzUXXcK5ZML4SQxy9H3/E89BTFEJVLjwrmoi2qRtEOmAXhRasz2UTnLRGfscn7pHOy6QSe7OKzH3aqmysY69CGjFnXR2K2pTDDUS3ziX+541u2Mi/sB+bLbhAIiGXFREBEOfL/FLOZZfMpx1lRG6XtBShUPb2qEEQj/vIOJoQkzv09xMWDTay85dVyLLAZzO6Qwq/UNfX/0KlP7SZDnEzp2X4+negCRZKSy8kMzMY0ixjfzVopP9NdAVReXGD7YxPfMfALREjuasGZpkRDAqo8S1eyVR5vr3t/PpVdMpTO2hrl7znZZ065lSMJdjio8ZMB+ZaEzWiD432a/TOXXAOJ7e+jTukJuS1BJOH9ani/Beq4YAHaGsQrSM5dXdr/cVyOoHyFfJeSw94GKQU3sWUg1pyRpVqgoVISmpa92/aPDekESxfUgSOE+0afI2sbp5NaDJt8DBMj6yKgwIkibsOYG3POWoTQLusZ8mATddTwmLNp5ID9q3mKn9JIIUE+bOUUxRzEwKDWJ/mRZUNm//kC7PClAlOlacjk0UGTavgCmLhhwuIPpfsmpPNb6ID5tsQfed5tlEqpaxT9qL77RTEEQByW5E6W4gJvRiP+MBtu+4F3/PHnQ6O+PHv42+XqXh9vMBSDv7fLLPuYNwuJWOjuW0dyynt2c7UWs7UWs7vWi+Ue/uE8jbdhHOBUMx5NvoeOopfKtXI5hMFL700kHgOfQDkaMHZ6LIchC3ey1dXavocq0iEtE0rm3WYQRDTUSjblzuNRoo/AsTRROZmceQk72QtLSZAwhbra2fUVn1R1yuVaz/aR5FhRdiMGTgD9QRCNQSCNQmpZw4B1IHORibPRRD82eQNgjBWgzEayu5W+LXMZAdnjDz+HF91/pLDXRJ0jKMFQU1GqVnyRIAUk86aYAGuhQHRxL/TsZBndp8bDjrPFoiMTL0Oma42ggD+rikp1dox3VljPDoz8CtIgg6HO4h6J7bjyO/jPyzTk8WJU+YbcYMBEEgM2M+jhHjqTh3JlKGgxFvrkYUDTTGLicMCLZsDEOPp5ufeIuL+dZ7Ijghr6ONq5skjuoy0dvyBnsX5PP3nOPZGLPwcbuHb2++n6s/eIsTH3iQaF3dQfcuUqTQe5UPX2OcgNJpwPr9Pnqw4sXME9xJt+BkpK+aK4Q/gV6haG8tYs0iGHUahqxRaFUbBjLQVVXmlq1L6VEGUaA2cFG2jvJBX+J6fh9+VzvCGBPk6vHuc9PT0I5gkA4D6P9B2+sLcmVFA5V+bdPp7Nw07i3L442dLyLsakMq177LqQWarKYhwUCXIdreTqyzC9ntou2HNVxSMpqugjRKAh3cYn4Ao2jiIdNUqoMxzt7twt5ZT0m8X4veyJ9n/pmilCJGZYxCRGXp8mN4kAdpFfLJMuj4W2kqKTXaO53AfxK+idzTQ9u996HvV+8hqqpJuaRQuI0/7/gClSOYwDYWjbqO+zc8SE1PDRnmDBYOP4NHG3pANHHetNfQWd9B4CEAHl7/J+6c/+ffrOECWnZYV9dKXO41AzYHQcPIhg9/GJNJ8+W6P/mE9mf/DPcCBh2ln37CSy4/22pbSdWJPBT1IasqGIfhertC0x2P+6NCng2Xaw1NNa/h6l2niQxkgRAVyGg9DWfV8dgvHDug//7AtLa5qU+uUT2KyHef7uHrSJC1M8yEJQtm9XVG61t5TjcI8aUbUJUE+bTPHxDitVwEJSHhEmegJyScwmHa31yKZ3Yzvbk/oUpRLQYSjWRmHoO0JBebdyqO4x2kOAeOV1VVepbX41uj4UTWKTk4FpTREV/L/9UsAM97WhwsGOLXn9BG71c/0PXGGyi9vRiHDCH1hBP6XZ+OmrIyajIzEQSBxYsXDwDPO7tWEvDvR1GiKEqImBwg2APtDSNwhMuZsmgW36/5Br1eT0rKfzdT5jCA/iumqiqtrZ9QWXUXqholNXU8I0c8cci0tj55Fu3hisW8dHWtBCAlVUuZSRa57LeLFlEUfqj/loAskmUZjMMxOX6+vtuyu3M7M1MlBAHs9kkDGEaiqEdRglhE7SWzbBAQdSr5z79Iu3wNihJBShTNio9bCIcxTbwECsqB65LnyrCfz7KKpbxa/RpTqvcxOSPxi44U7xT88tHIMTOh3S7IASl/DOEJgLANW8cE5MrBBNMOYF79KGJOgrGd0DLqV6giFoINGoDGlCshXnAUUSKqE2koMNG8dSGyEkSUVcpbLOSc95rmTAn9ztO/IOkPjyHG0/LUhHwL9DHQlSihUAseZSsIkCXN1xy0fnOt6sB65Fz21zxOJ5m8YXiAHdO0XbUdjOBdzuCq8t2MAhRRxn1VDDlNxWwuZtzYvyFJFlruu4loSwu9GRbePDLEnxPjMGl9GPFz/LgIsgN04VT+5JFpiyr8dd7zpD33NN5IBe5ZGRij7ShZELWH8HR9y5FWwArR0zroOA18m9di/wmE0cOBKg1AjxdFjUlwwqATECo1bT/TkJPRqXp22PYxvGdn33NVInDLEbdi0VsIJorhCBK53QLjarT75zxTY8WFGlzs3HYzgfxqBFlH9qqxRNe9QfqDpaQefzLRn7QgQZE7D4Pn/0lr3QEfnk/U1ciXzeOIxXV79+xtpf32axi6uI1AuBadzkFx0aVkpS+irbqevXXvUV+9i+6NG3Ho09lZrJB6zHEIXgvKnqMxlCwlSD0bNyxEF5kMtkpiMQ3UNJGH8f12DNUSRU+9gDe9EX+ghpzsk3E4JgFgAC7IuILM2mkEYzEiyJiA2u5qMjKOTA4/wUBHBb+vjsqqW+np1SQPCgsvpqTkatxvvkX3Rx+DIJD7pweRbH3Mu1fjeprHbVyHrqMeAPspJ6NzOtE3xYHvXwDotukTWN1YwxX1XrqFVBiciika4ZWRwzFLImo0SqShAUNZGYIgJBnooZ4wga3dvDDKRAiVCUFoXb+E7lA3SjQN2TuWc6cW8lpcf7swkMeFjWcgKQKGklQyLhyJIIH77bcASBvqQ5h6JeSOAUkDtXXxAnvqAQ31sc45iqotB3hnsvbuXvnJuwhu7d2zHHEEotWMEogRV50iqqhUvbmbHEUgIvRgj97CWbsfIax3cGT1Bm57+6+kZIUIokeUNXBAjUbQx5fNcDiK6929yL0xFH8nsfblCJKmQ57Mqmk5wFPDhrCsZDCoKvpdHsytQd7Up1IUNSL3NnPfYDPXffUDG2ob2HP0CbTPmUtTKEJth4+j16yO9xvF49lES9PLwF9QpBSK86/m6CXfI2flMrc9yuI585IFSqEvGwBAtuUR8/XSm645xCadgbEXPMGda++kIRwBCcoKz2dU6ly2N+0Hb98zoAZ285Gcx2PHfsGPyzeCA1YPHobPbKItP4+c0mIO23/GIk1e3O9Vgqo52+YR6Xy18WUALmodgtyyDSk9nV1/PJWtX77OMa5UbKB9a/bt4GyAfSvY9/nTGMvKMBQXo+bkcnFzhNmZo3G/rW2iqyKsEzzU5v7AqCE/YtN3UpdwAQQD6GfRXbmIUI+Bgt5KpK0fITkEJLMNJRomZWoR7AEhqjnU/RnoQ4fcxeCyWwjJMi9uf5H3K98nFjVi6KjhvaGt5Npyf1XXPGHB55ahB5xnn42oq8TLBtjaSe1fTsL2+1Nh1EAN9JraxwkGGzCZ8hk18pkBgVbSJ1EGAmeqKrNr9zW4PT8iSRbGjX09uSb/lvXPkHx+1X5qW37id0c0gWDkrPl/wmDoy8rx+VQ2bgKTTsEXjvH7t7bwzHFfoCgh9odEKiI2Pj/iziTAmwDf9HEdzoBhMIey9QfWJ7XG75xyZxLErg+GWd/tA1VlfdsGxqTls71zOzqLdl39a1PoJT1hVWCvey8AY7MmQJsm29MSM+JThCRILvUjZOwMSswqndV3nnjfH+/7GEVVOCLnCAY54vqkScJLoohon4lRM2FvLkZBQYqIKB45CaCntc4gKsrYytIxljkwGOwkSt0ErMO4ouRRzvMsYJa3T1+6rvkZsEJa3fEMU4u1GpRb2mnd6yL3zql9hZ0P23/EgrEgt/xwC7Iqc1vgMggqyL0H6G79jsfOk/h94hWMbyYrsSgVe2+lp+dndLoUxo97C3Mwi/qrFqOGQuhmTMF0wxUIgoDJlEdR0SUUFV2C++vPaPjb7ajTchDnl+Fy/4C7dBmhrgYy31qM1ZhPzwcazTLvkYexTjnikOP9Zbq7LIfocq2ivX0pLtcPKEow2dZgyGTo0HvIyjweVY3h9e7B66vA560gGGwkGGpCJ6WQm7uInJxT0f9Ktmhu7qnYbEOprLqH3t7tSbLDL030gWKD3mndeHcuJV0Q4ZS/IqQPh8e1jbPotu+1tvF6Nb8E0BObBlElSlOwBQnojHpYsuUvmHVmZutExIhCuKsD7wotnrbH0/wTlnXbbdjmzsU6bdpBfajAP8ZpY7kk04TBXUPPcIVew0ZgIcHBIuH4DlxW1omUORcTuPt6OtsEBPFneGokwshTk0A+gCXeD4A+LY0hD7yNZLf3bbzp9QiWDCwzbqQuxcDtQ2dRK2jfnFN//J5LP3yb9Bm3ItkLKU6vZ/SeTzhjz7Nsm/cEt5hnsxt4+KKr2bRpHTe1vkbuyScjezzEPC46xu/FO64bqEVSdQyvdJPTGaFNl0lIb+CO4x6jScjGQTd/GRqm60AUnSyS1xoE5Qeo+wFD+jAY9YoGoEcCYLCgKDE+2PEky4LaRuqDxRJjyh6j55t6Yq4QYooBS5YFiCIWpWB2SAOIMoftf26qqvJ2i4t79h8grKhk6HU8NbyQ+ekpPLnlSd7Z/TaLGvLZP0x7/qLhMK4330Rcp71b5pDK/jlHAiCLIn+84mZqC4pJj0W4zf48KREfRUWXkL/vVWrF45D1eQTyHqDU+SPwIgadjoVlfZJIO/e/yf3mG2kV8slF5pPx5WSrQRqTLRI18LTivgduvZVoSwvmkr4MwqiqYgACgXpWbb2C76P3gwA3DZ3AB7UrWVa3DEmQeGLOE+yMpQA9yaKpZ44+l8o4gP519VK69VGuLi2P93kweNvY9AbV1X/q9xcBm60cp3MKDvtkHI6JGAwamNW9ZIlGcEyL+xQmiVpBx+P12obg/YPzydnromv0GUhpMzWf9ogcjCkRCEXZsecmPKHvktNgqJXINB5J6cn30/NuOxHVm6yXlxxNP6KFLEfZ2Ovj27xB/HTT/eweNARZjEEco9MRJShY2RQbzLVbq3h01SoEi+abJUioSiiGYByqDcEQx7ziXkpCwqXjpZfonLcNf47mJ6XYRpKffzbZ2Sei06XQ+MpnCGYRNfJL/1Kle8l+/Bu1+bAfX0rKnAKtL+Fg/PLXLOZ243r1bwDoc3KQvX1jS37TwmE872nZfxnXXpPE4wC6w2G2xzdX58+fT1m8TgaAx7OBnTsvO2S/JcfYMPhvYtyoKaR9FyaqqkiSdMi2/yk7DKD3M1kO4fH8RJdrFS7X6mT13qzM4xkx4rEBOpX9LakxGX+4Wlo+RJb9WK1DSHNqmnYJRkxiB6c2EOayPXXs9pUh8AZD5BAjKxrIMeopMRsJMJRCGklXUznRrqdXUdE5f4crEsPW1IBv1SrU3GBCHhapHYSgStGVUzDPmsuozmeQZT/6LTdq/SfSPQJm9IVT+tI+AH0gC2FXKcN2RzndNocscTDwKQC2tnH0fFsPXKGNP6Q99LFcEV88bS+9ZiFqKIbr/VpSpHkIhWuAEKqkIgBqNEZAEPCKIsZdnyB6axFNqcgjFpAaZ6Y2H3iXuiOcxHQCKEFSgiLD97pInXV7n9a5KIEgalIwCQC9az/s/ADBntgZ7Zf23E/Cpbnp7yCoGPYJZM06o+/eJTY/dBCZYOLTRif/EP5AKGLGHI1w6spl7JwymN3OUbwSHcGZ/hCRzmeIFqmIXhg39Q0Mhgxcr79B77LlyKLAwyeGCRhF0K4eDCKKWSUj/Uewg9Qh8KVlBG3RnRxZOJcZhUfS6P47rJNQa4ykVhvoHmzD8tz1vLHtITJ0MWZkDUfXWk8kxU9gcpSYTSCjdDB0QkyJ4Rci6AGzOYXJ2ZMJ1m5Ayh6NzjmcKDFezfuUv/RzLsPjhvWxyEwJUEBi3uYwIqBOGYehpISeXfvYW3kb/vSdCLKOtNdTUeISP7ZZs5BsBkSdIc5YHljR+7D9H9jepfDxxaixMN+7x+MKW7E6nMwt8fD9rgg4KwiE20ExInVcwrrlVXTUXYKq9sv2MJgJJHCETT8l/6wz5VI0t4XUIj8x008QA1HJYPjIu8jJOZGWZbfR27oU933PUfrRhwODElVl23eNbFhSi6qoWNMMBG0+UoEXtz+Hz1DGvKJ4sRZJQJDCpJcvY9OW71DVKJJko3z4Q2Rnn0jvd9/R8dhjAGTddmtSu7y3s4NVWzazwpSPoCic9t2XeD0aw9F51lkA6MV+Mg/xwkvGDImdX1zKRWOeJCiZyQy5mfzzdhZX72DoMW8RbW+n+aqrCe3ZQ9olF5N9yy191eO9EapSRJbmadd63Q4/o3pGMEl/H5uMMnMWjGfU5DxeW7cLgMW752FTdHhzogy7aBSiUaLum+/o6O4lw6BgL9fDkbcBIOgSGwkCckTA3xJ3JlLG8lRKlIgkMLVtG7O2b07Oc9pFF+Jdrx0nJXyyoJW0Jj8yCunGh1k8/Ebcegdjeyt5dNnjBBQDwXbtk25y+JJ96mIakuOr6iZSZ0CNhQhueJ6sW/uKaQp6PRGdnntLUlhWEpc62N2NuSPMW/nZFB4IoiracYaMeUSXL2OiILD48YcwDdWc59VVHbgCWlDf3tvMgd3PIKk6EEAWDDz93mfsLR6OLRLjtoowwuBfsKD8UURVRhEkIoIPt+clYqK2IWqQdMiSwpr2tWAfAYDNnEt29hiMPT8mAXRB8bPG1cw7x75B8Km/EnEF4MRFuBwa0jWiKoRvbIjUjEN/yw/bv26RJi9db2nyRcahThwLy4gqUb6p/wZBVZm2so2a/CI+uv42MnJCfDNVRMoeRdlqUHQGnht7GkdGWxnXWY3c2UVozx5CeyowDD6Gi0acjCDqUOUooableIqWkz07SJYl3nkU9E0Cxn0C1Q3w1znr6bVs4JQ2O2dt7EI1Gil45n3aXJcAoLNZ0A1Pw+uOa6DLAzd6PWEfV628igqXBthLgg5vuJvrV13PW8e/hV6vPT+Jf/dnoAsB0LWq2E89jey77yJHEMiv3o7L9wyByAa6330fHtGKVsleL34aOHDgPQBGlD+eLD6asD7N8oHBSk3Nk7hcqxBFE2P/RfC8/1i7fH6eXrGPy0drNV7yck4eAJ5DX8CXYoTCNDPRcC2uzi8RBFjSbeDKsVeRa8vt174vhGiJCESFg6VHesI93L3+bkBjek/L6wOh3o+zz9OVekTZzYf7PgRgSs5Elscg1o8Bqv/FpsWE7Mnsi5Nha2OpgP8gBnpM1aRdrsqfedB5PGFt0/js8rOTvyV9/MTx/Vwa0TOEywY9yEvHv8wIhuKrWQMRQBV4XLcZ55HdPHPMs9p5tpogDqB/1NLAAWME8eRscnOmUq25zUSt7SDrMdYeS9QkYVBBDcsgiofB8/+CPbLpEWp6apikjmZSs5YfGt79AWuvmoKHdUlplwRjOjgiiLvzawRBx7ixb5BiKWfPpacjdXbSnCnyxylbiH48n5sn38zZw8/uy6TSp2LaLWLW5VFy0+u0ty+lYu/tBDL20JCxB10wjdQrp+LoOB9D6RGoinpIQDKRFRYx+amquo/Wts+SklEAJlMBmRlHkZ4xF6djclKCShD0WhE4+7hk2x2dO1jTvIaG2l107v4evaTHrDNTmlrKsLRhjM4YTWFKIYIgkJIykkkTP6az8xsOHHgPSWfFYinF4Euh50+vItb6seQXEzynkdbMCBXDUphiugBD0RQtFSRugVYVELBOjheHM/S9v6LFgicvhTc2PsTn+z8nvcXPk8AOcydv7NHkPY8QYliAlx8/h+MjEYRBxZhGjhgwR8ZBpRgH9YF39PNVt48aT4Wox6xGOW3Z0TTNgUChSAxtzVG8Ogrsi8if9HtsbY3w9jkEgzJgR9BJ4G2BDS8gCDmoiBjzHOiDNbBzNXRVQ0o2luxRYIxC40bo2ofgqic072ZeG5HDh0U6wpJIqtrNzb6nOPKjKuSIoMmYAvq5vwf9ZNj4V8Z/fzPLZ97Eg2v0/G32Maw8YiY1w0fxxvwplAeb2LfndrxKNwA57SHK6gKYIgoccTmyPpUH5uay3ZaNRfVzu/AoMZ8mY1gw6Ap0kxbBns9g18cYQpqjFFNFeGIo6oiF7C4x8qRnLgiwyOnn+LKTiLT68f6gsVCdJ5dh0QWg1Y1uZDrpJYeLM/wnzBeTubmqiSUd3QAclZ7KU8MLyTTouf+n+/l438cUt1uwhXRJcknzI4/QsfJrRL0EI0pQBQEkCV16Ot/Nms/G0eMxofJE8X4MzXswGLJ4uGoTezp2kG+oQFf8CLVhEzea5nEcAc4RP0+OpzPo4vJGOweEQtJDHj6bPZUSi5GB9Wz7cJaul17C/8MaBKOR4icfh4540V5FJRhpZuu2c/kqMouoYGSMVeKnxi/4YJ+GH90w8QYmZk+kskWL6xIAuiAI2gZmLIZR1fFtw7fEPCtYaNcIWrsr36c4tZipuVPx+/exf388fsw6kazMY0lLm5700fqbd/XqpDqA49TFdPAeflXPJbvrCSsqc9NSODMnja6lOgxlmtZ46nGF+IdtI1ZlBnLwhloRgmDZIOLsKKf0jmf7ChpLmma62k9GRbuevky6m6rb+agjANnFEE/eKA0oHJvrZKZjF2r9TTQapnNP9AY2RRRq8woZOzLOEI9ncXvXNINgRPa2IhnizHP66gqF9u2j2fUJ/jEtCLKOsWNfJS1z1i8y2uKSz9GBeI13VZMGngvgXDQE66S+9/zXFDQOZR1PPqkxy0eUo8vORPZ2JzcAkliCoqD09KAvLMQ2bx7RzgBSigHBKLFixw5knY4ct5sZ/WqCANTWaf5VaupYbLbhCKqBYLOMy/sjOkcDivF+Nr/0F6yfhZACEpGzzsJQUPBPx/w/tf/1ALrGFv+ejs6vcbnWDtjVF0UDxcVXUlpyzW8WVOmvcakoMZqa3gSgsPCig5g6ariXL378kBtDJfhEA3o1QlQwsC9iYV98IdVO+rB2XIHK+UqEiGCEBqBhN9muTvKjRnS6P5DLARbyKZGOCMKJXkYuvAaAzExtEUDS9IQNksY4kKJlqIqM6v9eAz0F8DWl0mBspSScx2zvRIJ2B41xAN3SdgQNhhaCsofSOg9KWhOUgC97G6DiMEyh5MrT8X1fiW+LF698Nn6/CJlfE+qQcU64iNZYNQuKCzGJKud1PsrIqWls9Ut8sORYxtkzOc3hxyi7NJ0pX4xBaYvIWPMagsnep5EONIci3D7yYdY5xmH+uQaia5nQ8xVHptqYmDcEaBio0RRnISmxIC1NWspyypYULJf0FUFILAyeQcO4+0CUHYK2UTA51codb7+N85vldBtiPDD3NrYJk7hh11ZuCCxFUMD5ug7zSQV4PvwwCQT+/UiBpgIjt0z8A2LHQyhKBNUs4L48BnYV0QP7N2byzbid6EU9t066VRtHfGFJrdYiwv0TSvmhejUbvRLzi45h7tSnabrmGrpavsPz+xiRcpUO/d8o6ZFxKVE8coQsYFTOOCRRQnKkYRqtbRQsSVtFg76FbiU9sd/CKWfdnXw2BWOf7ufMzZocUOy0o6lZ/wKN3pdQ0oMIioG0l3QYKzQH3jxpIvocbYEVJSPEQBV/paLJYfv3rOpr+OhCPCGJFT1zaOxSQBA44dqbKco2k/nykWydrCFJTT86cFUsSx5qynDiDjQzviaEXpYxnXc2qsWGpNdjtFiRdPEU11iYkG8VQWUj7TtNdO11Upv5BdN/l8rg227Fv3Yt4cpKWu+/n9wHH0w+Kz8vb2DjF1qa+pBJWcw5Zzg7K4bT27MRVY1yw+obGOIYgivkYphRz8nH9GJI6URVIT19DsOG3o/ZXEjPl1/ScucfQVVxnn0WzvPPp3brZrZ8+SlNFbv4ZvbJMCKfsoZK9mabaXQWYjZnU7+qAsOGXg4YOiFnGD5fDJ8lC5u3lbbhqVw86hGCkpm5ni289P3dtK5wYEiRCX7/Cc33PpNM7XW/9jqG4mKkGUcDEBXhxcmpqILMqKhAnbKZQeII8qNZnBoFvqinZVkDunk2YgKIqp5tlr1EjnZSbpT48EA7twh2pPuf4vGld1M2Yz6Y4lrsCWkSVcDfZgQFDENGsqbZz6qJViRF5h4CSS69oaQE25w5+DZqFd0TDHTJq4FdRukz7h52ErtShpKmE3lt3vFs+exHhrEimepnO/0afJUAYl/RrBbtcx/a9g6iVSVlwULW7+/i+8oO8nrh7ZvuobKkCFFVOWGni3BKCvedUY7xvWoQQIhuRA100f2JVvTOvnAhpqFDk8/enKGZLDebUMwqVTyDMeoi1TIVgpq+44tZWvbUDa0RMiLqgKI3akzB9e5edENjRJCIBjYQG9FBGI3RqhcEdnXtojfSi0HQXEZTfF5N/di7+tAe5ubPJuvZT3B/+imcdFbyN0FRObMgHVtavyylw/Zvm9wboWd5HYFtWtCgz7WSfs5wBElkQ/OPuENu5tbb2GbN4L7LbiBgMkMP6DNvpTMucSEhsKx0OlddO5MhealE6uoI7avDvzGGEtTWNlf3Nlxpr6Oe64U4cC61g22lhGGzSKdVwNkNExV4oUJBVWWMsS4APlzgZLq5GUtS39yAbXoenV/En5V4+quiKlS4KrhtzW00ehtxqnBn/rGMmnI95yw/l73uvdy3/j7umXg7abZpGCqgY9szuFwr4UjtVIZ6AfuCheTef19ynbQNGYf1tdfxrVpF++vPAztAUKlZcCKeu00gqGRnnYTTOeWg+U1mNPaTfGlr+4KGRo3ZXz78YZyOyQcd92uW8D23NnTiNLqZmK1lohUWXvirbVU1ykPGelzmlxAElZ0BCZN1KOeOOHdg+35SKbtDEoPkgQFWXU8df1z3RzoCHRSnFnPDxBuSv8UUlQ/aNDCrWKmkCQ1sB5hfOIfldfKA2hT9AfTBjsFkWnPZF/9/jfm+g3xbXKbLkI2iws6AhChZGZ/Vp7es71ewPs+ax5EFRyb/v7j4cszmInrao8AeMvdbCcezMb9SW5lcMpVxudq5zNEs2A+yeQjbjM1MF/oXPI3rrcoimT+fzSlWM8Pzp+MyDAxauxuOwDxxKOWnaRlRSiiG4v/3iqUdtn9uKxtX8mn1pxSGc7jHfTkgEG3aiHPxXLqHuKGafgC6Htmq0n2qFgsWF1+BT8piyQ0ncMSOJoIGePxUgZBRRFVjPLLpEXZ17eK+afdh0pkGaNwCZGefhNU6hNr9T9PVtoKY2Y27dBnu0mW07v4Q24bxZOQeSdrIIzDmOZJrSETqofvcGIEp1XAgnollzCM7ewFZ2Sf8pmxTwhRV4ZWdr/Di9hdRUQ/6fTWrk/+dYc7gqKKjuGXyLRgkA1lZx5GVdRwAMZeL+ivOQtcUwJQlUjR6I1Sp9Noy8JtFqrO8jCQOgOn1EI0CAnpLDGPNKzDmpQFEjLZSO2d+fhKxeJaNrsDOW38qJyWniPONZnxRH+g+hXCMaTu0TMSPB3Vxumcfw5xDoadZI0ilxEGeWBiaNyPs/ybZx8fHawShY/3fsH+MAIIAEbA1x6AM9PVGhp57BUJHI7x3NshhjIPGwbYODEdfBgtGwu5PED5ZjyqDNaUZ3jjuV+e6RZ/LX+Y9z6cl6YTipInp/m2cY3meYrkTQTQBUhJAp+wYGHm2dg0r7kO/7kkuWFnCqC0beOD311HvTOeEjbu4ufM5hmftAGDk3l5yOiPgKIJFj8Gw43nC+yU/ZRViVGRuEh6mUN1Hdw+ASH7BOWDMgZk3wMwbMNath3qIoYOIlwbXp7yVeibNQhFOSeZPI6cg94Rxv18JioppZDrmURno4wUWI+rBz9Bh+5/ZVRUNfOvqRSfAHwflcXlBOj7/XlZVvkOG51MuSRex7B+OlyDWiOYLRAJB9IWFKCfOg5/WIYsCQ7dvQ9LruWt7DXi8/N6pw9j8MCqwebtErKWB1BEp/PWopxjkHMHt1c181OZhOQv4KXMWl9a1YddLPF5TS49QSqrcw+ut9ZRY5wJawVJZ0Ig8apyIGaquIvi8psGfc++92EaMgA7tGfWF2tiz61x6wy5WCFoNNcX9KR+0f4yAwHUTruP8EZoEli6x1vXLNBN0OtRYjIemPsAfa58hIGvyIXU9+/lbjZbXPy5jFBc72lDVCBnp8xg18plDroWRxka6P/wQ97t/B1kmdeECMq79A5XrP+A59Xr2BULkGPQ8NbwI35pmwlqyMEHXZ7SlNNOz92dEngABjD/qyf5UT9ZFV5Nx75UDCh0nY7xfFPIUBAFZMPGSeiU/dQSQgKPaQ0zsgiNcPiZeNR2fbhc7dt6FjMJRhdP5qdvGUrePJXOOYdbsqfR+o51T7ongW6uReiMVnyHMztTmNgGgq1D7wnX0LNTmqzB6HelZsznYEgB6H1YW2NZB77cNADgWlg0Az4FfrePzSwtu307PJxp2mHPX3QR2DpyXX2YhOc64ANebewnv7wYBGjN6qPW2ISoKk6ubBrT1eDbQ3b0RQdAzWPcg8gYI7fNgU1TShbm0DX0Pb/H3+MZ78ZcLFFoWo8s7uIbHf9L+VwLoqirT3rEsngq3JlkgCMBozCEjYz4Z6XNxOqf+Kuu8vyXSGxQlSmfXt4TCLehFGzktveBdDmYnQtU/kCWRv/VO43PjUBBhRKSBK/V/wt46ntb2i2g1CXSYROqtIrsz/PQKdhRBIBIveJYSVfHqBdrTM2lPz0z2f0DNx577LOcZsqHgF4GVpI0tvWskeduuxuIeRXj3R4j6A1oaXgq8JTWhTPyYvwx7GHuTHpq0B1cM6bFfdAqv/fAQi/+8nogXOkYK8dFoL2Hx8EvROY04wn9Gr4/h5UIEJf5YRUBfNI1CpvGnrlJCo94kw6AdN8EqUy4FMRkbEWTwygJNnSJH1/eQaYwDghMuoAeZrY2reb2pldXBMqLpWkpeSAV0g/neeSk/R10MlvdzA+AOdvJuxbuMyRzDmDiA3hjZRJRexG7ITJ2M0LoVirTA1ZBbyNqAnbfHXEpAMaMnwh2l2VxeXETLq0F8gM7m4AL+RgXj+DloYR1zOOHLdRirRLzffEPrvfchAEumCrhPmcFnU++iKLWI1Z1PABE6plYTyVYRgpD+oo4/L/ACAseXHk9halyLvd9irAjwZambva170Yt6bp50s9ZGr8dUIZL+lA7PNQKxlFauy4KVXg/VZoEsYNJ47YMle+2ItmwwC7yXsYyYEqMl1EEZEMx1Uj64T3NRNMaDYFHCEFWpH6ZitX1EZ2gf6MEcHczIIx6npaKv0Jk9XlwUQNTFAfRfKwl+2P51q/kePjyPna40vu8Yiqwo6AxG5l5wKUWjtN3oA9NHIFCH3iOiD4xjyJQCBo2fjFCSzs3LLuNPL/uxRMB543XkXHblb3R2BqqisMfxPWub36S7vZVlzz5OekER5eedieWvf6Pn408wlpaSfskl7FrdnATPp582mHFHa4wlvaStCFNyJrG1djtVnkqOT41ytC2GKEDUn8YK2cnwjGlsr16B88OVDP34ZwBSjj8O+fRF/OOPN9FeqwWJAbOViuHa8zl5xwYUUcRrAq/aQccqrehIZE455MwkKujYMu5W0tq/5KEzz6VbMjMx1cLfZl6AaDXBij8TDQo0XHcXagyMQwZjmToNzzvv0PbAg/ivzYOhNlosInWiDKpKXcVXvFjwPm8rDj4e9jrmJoXQfg+KN4pOVonpBGoyOnjY9iI3Crdw9Y7tfOIG9AbQG7ju1Ht50vUcf6j6kEVDFiX1yFFFvAc08FY/7mSeGKr99wVCE8NKJiTTJNMuvAChHwtRn4DWBQMhOlhb1MuHORciAq+MKqUgJYWfjP2Yn4KA5bjT8FVqKXwJ6ZiAxU9L1kuIriocipN7Hn+Ej/zjCKeYMV14Mb2pqaQGwzy8W2ZwVhajzx+F62+7CQOW8VkEN8XV8GUZJImMqwY+W4IgUJRnw31GDKPVBVImY0c8Cj93IQMBs4UR3S7OMOQSxpV0qlRVpfuLGiL1veiGSkSAkC2CWK5SgSZ5MMRiYm2zlsY9w9yJNdPB0enaprCpX5qeIbiT36+X6Pn0UyImO12l85O/ZXllPnZ7WHg4/fh/bME9XXg+qUYJaI60ZUIW9hNKEY3a9+urOk2aIDM0kzuuPhNZ0jHCaqI6ECBqHs1n6ii6xsuc3BzlpLxcRuVrm0xSWh7BCjdKMEhMUvhg0LMUF+wgU689I60hK0HLCQyaNBvPmBhmm5NSez5pzV7cd98Pe7VnXRZg6VQDHw3p4qPVN/BwkR4zWgBgHOzAHMpFjJoxdRXzwE8PsLJxJe6QBuLmRWO83NZBSf2r4G7nicn38Je/34B99ZfsfmwjqbWd+OIMo/BIJQmgZ4w5hfxrHjtorgRBIGXePEyzJtGwVgNde8va8AkyQlQkr/dYVFU9KPBLZsXFgxW/v3ZAEfucnIX8O5YA5HuDAY4tXYcgKDid07DZhh3cNsF+j4Wwf/4okTu1MbRvlbjh4hsOYoH3l7LZE5Qo7Jfi+0HlBzy+5XHCchib3sbDMx/Gorckf1/p7qU1HCVNL5EXayQRLpWnlTPEUQrsJ6ocGkCfmT8TozGL1JQx6A3p3Fv+DFeHuihK1UBs0VjM/a0mfLLA7MIpA0Dz/uc5a/hZSGLf+pGRfiQZ6Uciuv7I9N6xZLan0hwH0H8mxt+n3Jlsm5N9CoFAHQ3CUKh+MgkGtvnb2NG1hxId9BwYS4l7PLhhfZMWnQ9bpEOQtLY5WWczbUFZH9HGpEM0/a8My/4rpqoqnrZOvvj6fS7oWcjpnmOQFBEl7EON7CDjitfQb30cIHn/0En0niGjpILVMgS3aSqvPrOIG+Ka6TsvmcHz599KaWop71e9z5NbnuSr2q8Ix8I8eeSTB0mvAFitQ0l/14buG4nodCfyBUPwBDcSdFYTdFbTyYewV8K4LR+TsQB9SiquwErU6dp643TOoKT4cpzOaQeRudRolOiBA0TbOxAtFkyjNGA9GAty8w83s6ZZyxg9qugoxmWNI8eaQ0yJ4Yv42N+9n73uvVS4KugKdvF+1fv4oj4emvlQ8plUIhGaL7uYaFMTemuMwuldSLZUmHgB5eOOYcvuC2nvWMbQoXeh1zu1InDxa7cVhBF2/APK5tJpGJQc8w+ONmKKxKTsSVw25jKm5E5B/MV1VVtWEfN34vBrvIDvhoVY/sUZvNLVw0hfvHxv1kitllbdGoh4EdqMQDq1+fmsHzQOQVWYZV0OCNg7yzA+3Yh1lABlINgUhFeP1LKZ5TAMOxHbGW9RdkUb+rw8LbNx+IkIT8+ELhfWiaPBXA1pgyBjCHjboH0PyGGeLjiLJ7MXEY1nRo7ye7l96hjGqC527epGzR+HYO+BYAfEwfUkgWDmDWDNgq9uQpD9jK7dx7sv38Sjl13JqrQpPJh9E5PUGdyoryHn9IvBXghGTQf5rQNdvJelxZB/2r+RvCF7k/OXnj47WcA5YcbMIVB/gBg6mubew075TT5nEQC3N63DZNTRvjKE0htBtOpxLtTkExKa1rFDFK08bP++rfN4k+D5eyPTSOt8jHU//kA0qvkiw00ACsrsrXRa07F190AxmBcsoOyko9mxqwp+WocAfP3KbsaeNYx1nl5AwPL9H1HHBQh5DKjr7IxVBU4fcwKjM0cD8Fx5MbM7N3JfzIlLykxKmICRXPUAd330HBP/9E5yrIIgEJNAipEk6HiWfIxJVbEvXoTjtFMBjeQSVVV+3nE5tkgTG3Wn0CvbEGMdtLV/gkVn5uFZDzO/qM8nNyRrUPUD0PV61FCI8Wmj+W7Cd2yufhZf83PkWrKYXzSJ9S3ryYtuRQnHCGMgtfCag3yo4M6ddL38Cr6VK5N/s82ZQ96f/4wshHiPc9khTMAkCrw5upTUfT24l9cD0Nv2Oh0nr0fuiSGJNoxeEWygr0yh8LHnSD366IPuZyJWU38BoIdkhee4gc3CJPQCPNoEs/dEUYIeRP0WekU9O3dciaKEcTqmUlBwAadvX8nS1HxWTJ2FPGksfKNlJvd+VYkaVYBuYq3bkWLaOJISLkKMzmm1IIC9eTYlx1x46IcvAaBHtOMirX7cH2tUBNvsfGzTDi7WmazzeAgJl2hrK97vviO0Zw/+9Vqmu/2UU7BMGE9gT8WAeekPoOvL5hBqKIZYN6qqEkVmXe9OEGCcXEb22KNpeWADhgIb1onZ1MaeAcDRMgf/N+7kefyyik4Qyas6H3/LODpHvUM4pZMDwucURa/FaPzv1Wr4X+epqapKxd7baGv7LPk3i6WMrKzj/mkxpl+zRGEFtaeepo1/ACvk13UgNdycbNOdls7Dox5gr1EDBH7XUcuJmbehU0WGHbAysmYlMTUPwZwNsSA1x91LwAJBzEQwMK5tEfaqoXhlB1UpEq5cM1XFS/m7fBxbhKk4DAc4c5BX22Xvb5IBWU3D8w2kyJPRydsJ1Gr6Wc6/6WgqBN1J43npqJdINaTCMOC7fThf1WHNGEbhcaXcuFyP3wttafD9UJlEjWGzuZj09Dlaelj1t1gNBkIX38n63XsZDuyT9mCvWoYycTCpo97HZpDRBw2kb7PQOaIXs0N7kU0bRLp/kgg7RF7IyqbQGGaWMZVl+iBLPllE0HoxvtQRIEFeWwNz1y9HESU2HH0CddZ8/Jm3Ee55DNhNKOrn0c2PAnCXeQgLTCJ18kYAUj+XsJuWwOsfwLhzcM3/Ew9wHD8ImpMxWK3igbwu5pVoRZ4S6TmWsRPIZAWnqB/wgXAO74uXcNIPW4EwdY88iEFV+W6cgPvCE3hx9qPJgEwU9cgyBLM9IGvzvVcv0e7U7lGicBUMXFh2FwvsFdsBWFC2gIIULQVFiLOHDU0iQ3Yvom1BN91dyzk6NcLa8yRe6x3PEzMXoMpKMv3ONDeXYJ3G4AgKWoCQPfuogc9vgoEuivinK0hnKkSFfYgxE/mx3zP42GsRJR0tCWaJJJFyzDHJ40WdBgSq4mHn6n9iqqryYlMnHq+L65dezqYDhWz3aB+x4jHjOer3V+PI1p7Rnp7tdKBVx55Q42L2kGq46FmCapSzl57FhV8GsETANG4c2ZccWiusvwmiyKgjj2Lo1BlsXfYFm7/4BFdzI+uaGzGMG8qYqgZ44klaIxms2aFpOU46sYTxxxT1O4e2AbOg5DhG2c4m5FuCFNW0aT37h9OycSSKaTv1oQ/Jd0fI7ArjM+pJ/91pyCedzJKH7iEWCaMzGhkz/wTW5E0mJirkuGMMCp0MqR7EUB1Gh49IsJWgtwUxFk/DFQVc9ijPLLyQbknPMKuJd8cMwqrX0eAYqc1vLM42zdHz4mm3UFCQzdzmDsx7WxFccQmXuCMntgexpn6NClw/7Wryhw9J3qNYVxDD7mpCqKwevZdIg8xzrQIN8bjvd998zg9TRtHmKKPefgV37fg771d9yEPRU7BhR5FVgq0mBEs6H+SWUZMi4YiFuGXWcUi1cWau3Y79ZK3oL3FWgyFeyT0qQHv659wzWAOu7y7LY6Yzrums61s/zGPGoM/ok4XQx2VQWod+SLqxAkohEmjn8raXGC7N4O6i2+gVDRS3NfHoyo0U508imrmBrT89jGIVyUg5jZxjJhPa1teHfeFCDMUHa4kH59QTGaQSieh5c/81PHtEFtCV/P3BieVI63u1OY2n9fl/asW/SUsd1MU34XoKunFKsFmdAwKclOXgi5+1WgunFw5jQVlJ8pwmqc+NuW5VI/qV1cQkIxXHPEhcvQYAd20P67vCtPWEyLEfZqH/O6YqKt1f1uD/qRUAfb4N5ymDMRT2Femp9lTzbf236MRjeeFYjal8qt3E0+OG8o/q77i3ppWIeRxrs3SszdLu2Y6NexmkiOTUeBkiRsnP6KRuyP1MStEynTwRG+/Xnk566ULGDsrhzW4fG7p9BDsV0vUBco1mRvz5L4wKeKG+l4c3dnHshAwuHrqJ13e/jivcS4EBXt/9NkHDWuaEDQxe/TyhSDdLpPuJijHMKsz0B7hhWwzlwFDqfZ0I3/9Iqmcz90QT/pT2PdYXFGCZOBHLETbcaFIDmSN/G9BOSCsA+M8wAgFsywTav7kJ+aoaMq+7dkB7oZ8koKLEqNh7M4oSwumcTlnZzfw7JisqVe0hRMCq9zM5VysGVlh40UFtlXAY/6p1WpELUaVnsQwimH4WueAfYO78mOgdgzVwKXFt8cAqKphpjPSxeF/f/TpP/fwUANPzpnP/9PvJsQ4Ec96Jp2//LieNzoY+EPv0YacniztH+kmS6fplmkzPm44gSEye3OfHWw19m4h6SU9PXKZnZj/5FugD0M06M6cOOfWQ85buT+X81vPRmzTQdH9I5Pwx1w64BqMxk/LhD9HSoAXpUSVKlbuKq1ZcxSAxTJbVSnDvQoxWHaPnFNDV7KNlnwdFkZCkGJJSzoyFv85oPWz/vsn+KOHabqIH/EQOeIk0+1CDMW7h/GSbWNsuwnvep/idVxAMhuTmSuLZbe9ZRnCyAgp878/j8+VX8uiXmg+tO+0kLrz+8eS5zhtxHoMdg7l65dWsaFzBs1uf5TK9lnauxgvrqapK1wsv0rt0KYKkY8jlf8UyYQKhUAtdHd/T0bCC3vBWZNFP2NJImEbQEkExu4eTWb0Yc89gwmkGomf7MRRoa64aieD5+GO6XnoJubPvG5v++0tIu+EP3LbmNtY0r8EoGblr6l2cMviUX523UCzEqqZV3LH2DpbWLqUopYgrx2l+RudtlxHcsw/RoFA4P4DupHtg8qVgtGFH09j1+vbQ2raEosKLNAAsfl7rCafwhe9j3th0L+6gxF/jf+8dlscrRz/YJ+fkqoHaVVrdn/Y90N2IEBBJSEaYssIUGHTsFIxcnmbhrWiQsnAYOvZo/wDYslHKhuDVV/PWCRrBZxIbKTUbKR/+dyKvrsXteR1douBhuh2a4qSAsvlw+hsg6TEUFg6Ym8xrriFUWYn1zruS+vj9bUm7h0cqNPbmOE+MKyIeFpwyC8lkwuWKZyMAgknbPNRlZaKGGchWHX8O5E/AsP4Mwt1RBpe28Hrz09zhOIUPhMVsEaZyTmwqU5p15HW5MIpuWkNR1nVrkiyXfP4+c9NEqob0nTIv9/QB41QVFbVRe7BkQc/+4Dt8aTgNn5DCIK/Mkbsm4Nql+Wa6TBMZF45CsmvfriRTWFUJbN6MmJqKadjBG7CH7Z+bqqr8qUbzo87NSUFX83vaAtrmqqLq6GxTMNYY0OWL2EoDZB/hQgjFY4EjjsDTFWXTO23J89Xt7ODzYAvyxHyyulooH6J94/c22zGMKiS6q5naZSvpmbcIe5YGJs7UB/lL7G5+7p3JhsLbafO1MD/2PsfuW0mZ6Xh0mZn9h4wsoZHkFO05kHvc6HLyyb799mQbnaAQVQUCETd6MY23glPAAI7gei4edSFnDz/7IB8gIU3TX6otSSaMxRAFkeLUQewBBjtKOGP80xxwb6Viu0bme7cLqr66mPum38eCsgWEqqroePwJ/OvWxU8mYJ05E+eZv8N25JEIksTy9m6WCVqM9XRkLaNeu5X2jhsBCzHHO7TNXoNqAnNET/obegxHh8AGaTfdSOqE0Ye+qWICQO/zV3qiMS7YVcdmJqFXIzzS4mX2HgOICsH1zyAsyKV610coSpxFP+p5JMnIkL+/TfHJ59GQV8DHrp4k3haIv5tik8b8F6KJ74v23erJX0MsS0aKpJAfuAx9zsFyeprFiUtRGTWqaNkmsoppeBr240oPeYTYr45Owvzr19P14ksEtmwZ0FaXmUnWzTdpY5QGzouGcwnoR52BafB8iKm4YgrbAjJuSz0BUwSzbKbMn4FqiEEQwtXduF0/0j1pE4Kiw7nveLDoqPZEaArLmLt2MqL6I3RHXIqVMVh+epTgtO2Yxjj+q+A5/C8C0BVVYVPbJmr3P0Z2dAeKCj/4zWz0qvTQTWbLSgpT9zE2cyzjs8YzMWviANbKIa11B2z+G+KBZTAMgrKLmFVEUFUKglkweAj4O9kTtXLekD/SIlgxqSHuqw1SUvYAsqpg/zGd3n98nTxl0ABbBgsMEkKYEDARwiZmUn70QjizjBOAd4EAAQAASURBVMCOLlI+349a4WOofSXGlAZe4Rq67YuoiXSixpQ+xiOgihZckStQ1FR0QgPm4RE8X2q/GatFtg2y8crRr2DV971sgl6PeZuIYbQR95tv4f/hBwQJyqd0sTt1NJqWDKzqhQJXFUVfa+yoPUdcyHU/3s5Y3QGGOyAt045X/hT3JAXVoGDqGUT+tusROr3w9fMEj45grBHQbfKSBoxARXu59ciCnp22EJ7RfyKmN6GLRpizfRVzPZ9hUmXa27JZ+P5rfHvKmexNH0p1+v2sUl5kpn490/Oms75lPY8Eq8kdmoqCjKFSwLoVrIsFUAVWN1Rx/U87aNfnIKkxFvEBC4SlTC9dlZyHzD9cj/20U2nRLYf6FZzAF/ygzqWNPD48agEXLf0YQ0c3YR00nDuHR2Y/PIDN1L+AROonEqa9It+dqi0oI9JHMCqjr6BUfwB97ci+TZBzys85ZBvbuGmUDp3GbftWcmZahFl2GbEkC1VVCezoRPaEEW16LJNzIF7M3RWvG2Q/qg/8BhANOmRdgPbyN/HmavXZze7hlMi3krN4Futa19EeaGeEJCBGwTp1Krr0Pu1UUWdiD6MYIjVw2P59e7qhnUfrNIfosyFPcUL1BzjwMON35zFh4WLe+LEeZ1MTJ4/NY3+NxnTMTT8Wm7wUmjfBD4/ysDFM2qZqxtSrYDSQ/+gjAwpz/DMzmMxMPe13jDv2RCp+WMn2b7/C09rCz4NyKe0M0LKhjpgQI2+wE3uajoadvVjsdsLBAO7mA2CCVW/9FTmiUnSk5hw2r8uma48AVJDv00DggMFIZV4KlXngd+0m9bGdyNEIJWMnUDDqd2z/rpMvZ4chQ8/Yhgj5bRsobP6erEmDKb7/NuRPLmdzrY+vzBp46xVN/GOOSLdNjz0Q4eWyUpzx4sWf7GxPOh+mnAjFM1uYVvsoN1ddweu2uXw0wYj+F3s+81Ib2BHpJt2UzmlDTtP+6O9CqF2NvmUbeukEkKyo3Y34nOfSJZYjKgp3vPkCiwzLuHt/OifPfJ+aUDq9mdexMdrGPfYWzpIlRrT5USIia0+9lKeGa5lNtxXZcZpMqOXl5Nx3L6byckSz9lvC+TCHNGfWbXJz9ejfERX1LMxycEVhn5Mr6Ps+5dY5s5MOHZCU7YkYg0idELLqwQKvDDqZ17kMVZAYpW7n+uwnkc8OUIumz0wYyAVfzs+ornrMhvh3RZLIuPKKg56hltaP6R3UCgrsWD2HjTh5571VUKo5McdE/cwoysO9UQNHVVklVO2he6kWPNiPK0WnaP/dm91NhGzqxEIkASZawjzq3ouAwPS86ck+VVmm4OedGCxDGdLUyNErq1GBvSc9iLtHQs6KMx8iCpcPz+Xi6aWHwfN/09SYgvuDKoK7ukAA2+wC7EcXD/AzInKE29feQXfKAgJ2DZQ8u2oHT15+PoIgUGASsXc+SYp+OlPDl7AuU0ejVaQ6EKYaIF+n/cMgBPUNTASRFYmIwQjlAqDweU3LgHG1R2K0R2Js92qgQGlGKhFDD6pq5oaJNzA+azzvbb6BITE/H7h/JqpuxdcrcZ06GrM5nSuUcxhd6mPMl8/S9XMGvjYD0E2iqBOAZJRpLJFYMlikapCBRxc/yuDsCXg8m2CbBqCnpo779blTVfZv6QO3YvoAeimN/Izj6OVjul59FfvJAzejxH56kw0Nf6W3dwc6XQojyh9DECR6OgNsWlpH4243o+bkM/H4YnT6gWu9rKh88nMzz6/aT4n5ABeMhFHpVQioWCylZKQfmWwbrq2l+4MP6F7yObFINzwZv6fDVSKqwNZWieMFgeB331Gzdi2Zf7ietAsuQBCEJNjv1ZWg0kBMifHG7jeS4PmVY6/kyrFXHkRKaQ5F+N6lBYTn5WXwXJN2HovOwgmlJ1AX6mOmRRWV/YEQbUIJYfNkUqNVTMiewG9Zf5b5rPxZA37LtGjr5sKyhdiN9oOOjTR5WfjjJEyKgQpaeazFQlbqYN7u54sN6CseJ3QGOrnsu8twh9wUxebTuPI0UOH4y8sZNF7rU44prF1nQVbCDBt5yW9ew2H79yzS5KXrjd3J7JiEqUoUxduO4msn1rIVNVJH4UtPYRo+HOh7VqJKFJ9vH1UNWhG7lKUSn43YxKL1CtndIGVnM+jO+w7qd1reNO6ffj93rruT13a/xrA0KEFjhss+H6133IH3O41QkHXjjcnimSZTHgVF51JQdC6qqhLsacSzfyu+ljpC3a2YOgdh6RyJEM9Ak90hut7cQ9ZV4whu/4n2hx8mGs8WFsxmdFmZRBsacf3tNda4t7Bq2B4MooGXj36ZidkTf3PuTDoTx5cejz/q5/6f7ufFHS+SZc7g2GVf416uEZDyTi3BeMPfwDEQYM7NOx3vvj20tHxIYcGFfQx8ewrnZdRRY9ZihdR4gT1VFPjTZR9iEsOw+lHY+T64aw8akyBq6fdhgwG13Mqd6nCejkZoCwX5U+oUTh+8gKFiD7aYiwPGDFyxdQjij3gm2vkR7Z2f3F7B+gNHs2XzJgzhENLMGdSUakz4Fksp68tuodTYS+4p94HOeNAYAJxnnnnIvwPs84e4sVLLHbyoNsydg/NJmdNXm6JPOziC44zf4Vu9GkN+LuFa3wCwDYCscnL/sZaMmp0YR09k6+5LWdD9IdMtHXxtvZNlXV429Pihxz/gsJN6uzjn68/h9L6NXL0+jYwMrRaRGpXxb2nHu6YZr98HczVyRZvBzNdoGw03uBWMRjdKGIziTpzSMkTv45CubT4mmML+unoab7wSyemk5MMPkjKeh+1ft6WdPWz3BrCIAvN67ycQqEEXNOP4uwH9jgAFso7GNBu7CzPIHNJLwbxOMGn3vNfbyxdv7SPSpzSM1e5mZ6b2nA0NbcSQHiOoGrj40i9wmjP58IE7aK7YzcrXX+LU2+5FEAQknQkdMWbE1nHdMJGNGy4BQcX5jZXMR646aMyyJAAqarcPzFrNuJz77kWy2fD791Nd/RCCfDEINuoiBj7ypBDKGYqAwlfz/kCpzXHIuTCIfRszCUusH8FIhJZAGGOifmAcvO1segERBXPqEVhiViKtG3lixb0Meelb1K9WanUYdDrsCxaQfunvMQ7qy3xpCIa5qUrzI09Ul3DChudxBR5FVS2EM76icewKVEnAWA05n0YIN/jRHxWXXMr/dS3tpC8c3xTrjET53fYaKvwhzAS4iYeZWnc2grkEY2Eb7k3NuKY0oSgymRlHM2rUc4iinlBFBeGdOzk5YyXPnn4Br1fu4GjBnJTxNOk2EfNuAWyw91soAiXqR5FCdJUtASC95mRSpw46eJDJwcbX4ZisFQpuDyDa9DgXD/nV4sBJLXc1SrSjg45HHqV3WZ90rHnSRKzTpmEaPhzLpElI9l/IlyY2C1UBw5xbMTq1zJaqkIw6NpO5M9J454P1IIPeV8rqkBnJH2b6sQXkpQapkbXMc0fbPFJmT+CLpbUEgwpZ7VsYufdNzCPKyb5hOuE6Pd41zVh+moBUYSB2eQjdf1Gy8/96AN0f9fNB1Qd8WPUhZdRzmlN7Cd9zG9gcENAKPQZp9DbS6G3kxwM/ApBiSGFu4VwuGnkRg52DB560aTN8/yDU/QCAYNcBDmLxlyjNOQvjVW8BsKnexZn7GwlIAtlqK7eprzJqcg6dLi/6Fh3m97sRjCZMc2fzQuYOVua4mJI+nJH6CkJorIfCvbUIqyeB2Yk1Yyim4UPp7ZwFisQcVtHSO5elqSNZEkzj9Ec2YZ2QhWVMJoo/Sm/H5UTUYgS8ZBQuIVg8EPiwHXP0APAc+haw6IEDdD6lBULZcyw47RFOzppGtaeBsCKwpL2D5cvP5bWwC0t6MVd5NuIOe0jNTAPasVtiuK+KoRrA0SOS/lE+Uo6EYC8gbcFDZN88E0EUidTUENy5i9B7d9PdGaReyuD5U69ky8hxgMY6vyHcyRnXXIvx5XdQDU38WDabjRuqOPrz97FefCtbVBN/E65iJ0fw7IxzeWbjHfS6vibq0EEUHO/pSJtdRvjmd3iospZXerVHvzjSyKX6ZymljpysUwakvIkmE6ahQxHrNedXR4zzTWt4LHwmH84/kYVrVpDe203vzFE8fPwzB6U363Q2IpEOHE2lmFc3E3NY2TJEo0SeOezMAUFlosCOYtCxaZi22EzJncJQZ5/GcH8A3TJxIkFRxwa/DklQOd0ZRfEso7o6h5TVWmqPbWY+BmOfU7j6zGGcP+x+LKPHDBhnIFxLw5T7taJWikjG/sWYIscSPbeYS1dcyqa2TQC8Tgwb8OMIgVwlSru/nW/qv6GldhN/S7sDq8PPyGCYIvOhHdHDdrB92OZOgufmSJADzgLeWXwVl6dIjJs6kTs+2c0nW7VsgqWbPuWC4RsRRQODht8F0jz45BK2bnqOLzMzeOp7zSHPuOSSQ7KD/xUzWW1MOOFkxhx9At+//hK7vv+W2kwLhLR3oHGX9k9/K553AOcQsGT6cJRpoEjnzhyCLWVIhlQQMhjUuBZbsIfIoBI6S3Jpr63F2hxCBgpGTEBvO5kty9rxWEWaM/SIKtxzzhgib1wB0SjOibNpfvE0lsam0WbMJqbXPMhuyQk2sISDnLBrLd9tqsZw2jGY8yz8rT5GduZQykcPwn7OdFhxOYvUdaSn59DeeR5WWSIQiwDa+je4qZ7LXn2ERxaqnHzMWRhadsA3d0BzX3FPw9Q5IFn5WZhIKOUIBEXhtrde4izxKzKGp8BZb/FV9nBeae7ktaZOeshhTVkOa8rAMnYaY49IZ+PwchRB4HhvJYtLTwK0NMmDArU4gG6UNXDs87xsVEFkiFHgqWGFA0Gpfgx026zZmiMkQkzXg2INAkNQPXpSnrZyw8xbGTxPYq1Jq24/V1nFRbEXkfR9AZ2pt5CUtmkEMirwp+2mvuFFzKP0pKyE9PFHYCjqy0AA8Hr3UlV1L6ABDzPzx/FaR5RhL/8F5533ELBYuH+mFsQniqrGuoJapoyiScTYZuej+6EaVIhJApvlqaCD6Q4b21pXAzA+azzp5nSUSISeTz7B9drr2Jub+chixRANY545g7WlJ9LbZEVGpTYQxK6mcGt5AZcU/Xf18P5vNDWq4Hq3glCVBySB9LOGYx6VcVC7F7a9yFZlDEG7FsRf8vkH3Lbw6OQzqos74D09zdzYEObGqjA9WSZ2K1EabQpbiytoNDpopISoYCCINUE+RABKzUaGW01MsluZ4bSRqdfRFY1RH4ywxxfk9eZO6mQZYUI6wYD2HB9ZeCTD05azvmU9f4j4CMaCZHl2E/l6KaZx53J80zR0ay+jaXMmqiwSFnV8NGQurWl5FJlVRjiamW/8hjK1nS+zMmizily5/BJOS7uTLHseRYDRMhq9PvWQc+fzhPjm1T201fYwbLGIEK8R4t53PGVn3IC1sR3/2rV0PPkXCp59hpA/ir87DPG58vbuorFJCxyK8/9I7RaVxj27qNvRhRJPed6yrJ62TW0csXgwOWMzafYEWbe/i9fX1VHdoW1UDSnWAlAhHjiVllyLIEgaM/a55+h68aXkmHUF2YD2vVEReLtLT/3ELJaFzuSaXUsZ0VlLxyOPEt5bSc4D92OxDMLjWY/XOAJoYGnt0qQkzlXjruLKsYeWEPt7iwsFmOmwMchixKzTNg1PGHQCVr0VfUTzkzxRmUk/7aE9EgPmQOYcBLWLjqhA4W/sDyd82sGOwQOKnoLme+XZ8phXOO+g44KVbtx/34spamCfqYEH8v9KjwxPTL13AAO+vyWe7WafNm9DUocwb/vZ9KohRszMS4LnAJJOZPDgP+DzVZKdfeIhz3fY/n0LVXtwvVOBGlFQI91EW3aidDcie+pReg+AqoEglilTyHv8E/RZfd+CxH1VY142bf89qBGMewVs34jcOHkhYzd9Dqjk3nsvku3QrL4FZQto6G3g5Z0v80rF6zwEqOEwTZddTnDrVgS9nuy778J5xhmHPF4QBCyOYiyT+vy2cG0ttSechOhwMvib7+l6cw/RVj+tD6/A9/W9EA0gZWaQceWVOBcvRjAYcL/1Fu0PP8LIT3dw+kyRqX986J+C5/1t8dDFNHubeW33a7z49f0MeyuKhIhz7jBS7v0UxINrgeVkL2T//ofx+/fR692ZjFM2DpKp8deTqrdxscfD6a425OMnIE45F9P3d8Cuj5L3BVEHRdOgaCqd5jL29xrY41lDp9lM2BQHQNogH+0fgE2dO9luCFBYtIucnP1IOm19XRpdhGzQkdfdiVKVjo8wxGNpCgrodTgA6PH7+bYmBliYmrqG+fPn41ZgSYcHh07HCJuJHKMegyAQUVXawlG8MYUSs4F0g45lnT08WtdKQFGZ7IpxXdiIbXZidPH72k87OP3ii0i/+CK63q4AfAfJPQBIDgfC+OnsrbqL7u6NSJKVk8bcxRmWUqr8IXZ6A3RFYgQVhTyjnlKzkbJPt9EJEOmrr5CTcwoCenwbW+n9rgHFp+EeRktfbPYPLiAqGJhqt7L4gsEEozLffvoG8/a/idjdBW+eCFOugPn3JpnCPevXEwLSx45Fis/jYfvXLaaoPFyrEYwWmX5G8v2IGBJxPh5D3yYT0gscGGSnwZ4H0QijZtzCoAl56Lf/BCrUN7+B05iFI2cS7d3aOd3+lTTma9/ZI9PWAzBi0LWkWbQ17qjfX807t15L3bYtVK5bTfmsuQj6vqzxyu+vB6uKcZfIoGueOmRmQRJA31sLE8A4ajjW2TOorXuO+voXUNUouniWz/seC5JT8wOPy3D+KngOfZkNAVnh+YZ2NvT4ab/kD7hMZlo7oqgdeyk2ZHIisyiKOvimYj1uVwrzBRvTRjzEK6ZinntkEVM/qkQNajFqyvHHkXXDDQfFKJFYlMs2bqRXTWWIWskZ/IN24WkEtZhAzm6ax3yGioBxl0DaqzrCMQFBUklJjdeFU2R+1fpJuLSFo5y+fT/VgTCZisDNkccoMFYgOiWyfjcOz7r3cV0dQ9GDwzGFkSOfQRT1KKEQLXdphU4Xu7fxbuRk6oxZfJ7vZ1GzgiKqvDy1m0U9k2HfXghHAD3Rhj24i79GNvaiD2SR1nMMlrGZvzrUhB8Yc0GwQtNUdy4agmTrq2ejqiqxzk4khwPRYEhmmcshP3ULFiL39IAo4jz7bFIvOI2gpQuDIR2rdShifz+p37yoMYW213ZjdJYhqyp7EBh39Tjyhjj48ssvickxCgoKOOmMGax84Eu6HUNZu6KRknmvYspwY1SyMfmO5OvPdxKMWLB5GxnV+iU599+HY/EiBEnCNBxMI9LxfFiFmGpEcvx3saj/awF0WZF5q+ItXt/9Oj3hHgYbZU7O1D4iwdTjuX70paQZ0zDrzQSiAdoD7dR017C9czsbWjbgCrn4ouYLltct57rx13HeiPOQQj2w4j7YqoHjCBKMPBVxxDRoezjZd26+5iQ1b27l0q5WAiaRCV4/l9luJ1UM0unaAQo43gBT2VAK332bG7bcxQ/NbvJtBTxy/GtUbDsdAjUYsJBjKANpOwQ90LQRSeP2Yc3OJgzMcK3ja9twKu0S23Rhxq05gG/NgfhoioEw6fpH0B11F0Jb30tSnQtzJi06aO4ScgCyWwuErLNm4RhbBa3g0BchCDoKCi+gzL+FPd3VXJabRao1HXeoi/K0cs4dMZ+G2sfwydVgAFONkcwvwb9vI5KjAcu8B5A9IuFKD+aRGRgHD8b4/7D33mFSlNn796eqOndPd0/OOTAz5JwkRxFRAcGcc1xdXeMa1ryuOUdUREUFBVRQEEVyzswMA5NzDp1D1ftHDQPjAGLa377f3fu65uKiurpSV516nvvc5z4ZGVD1BMbmZq4a/BiH9BFIAT9jN6/k4UnjyBh6xNZAiyDAyMBXeELN7G6OY8I7TzH05jt43alnizCIUZvzmeGZRA97GS4OYv5Ooj4kjJW3vMzHe2oo96i3/WVyEZdW30FVkvqQJ5a1QnIdWLoSLcf6fI6MSEBbdBiPIZ33z5jF7R+/w6Br7kEn6fg5sjIfoL19L/odbbTwPm2ThxKUfsKqszI1tWvprqBXX2juoT1x69WSxItzLu66TsfAVBsXhzYmhkBAJRHXO7SckXI6ptallFe8izWygNi2q7EMi0UQJAySAU/Qww3DbsOU0JU8b2xcy759NxMwt6NxhxO353o8jig+HLuSTZ/uJrW2Pxc3PoweI9uHNqNxNVFQ72XLE8+wIWoZLl0bhN6KVzCQohQR9QtFG//DUWxqcfDXfFVBNGX/t6Tu2M2SKRdQHZXACz6Y9+M+XC0taKxarFEa8lOSeIjHuM9SgMEQB71nQ8E3vFe3hmnbFKJbQBMVRfisSVC2SW2slDxCbbYEavOi6l1QvBaqdkJ9PnhaYdAVMPJW2tsUCrfW0trgJuAL4nSMRG+V8Tl2Iog6IlrKEQIelJhoghHhuNrU8ldrRBBoIzRTJc+joqYx+qIHqXv8cb72jcGvCyFRs5fUu2/GdtYMBFHk9dXPUblwL3ZvDPVVpyFUtyJpRVxnxoHi4rQwC+nRFqpnzsSzdyMbK7ayUTwLEDDodUTG2DuvY4ijlVmbvsWg1dEoFPLZfDcmRyr9DFo+nnMHy246TSXyLEH44loGNAi0BSUQIXVuL6hWY+U5m9cQWe/j0fkQJ22F9rvhiIVAdC9IHoHWYAMFSq1DAPjLJ/M4w/ktERNS4YKFYE/CDvwtNZYbE6P4qr6Vr7bsZYc+hEa9ho05uQAMra1iq/dxRnz8GEkhSUxPm8752edjNxw9ryPZ+455IYogolUCvNGnJ2ZNV/aoU7VhsWHoqe5D1vqp7Pc8kqgObI3LtXwTPgJ/33TWGlTC6i/J0dyV+hea3zNT869niZg+Da9wFkJHE7ykcge+2A3kZVpwh/vx3q8QWv4DSksZ2BJoalpHZeVHNDSuRlGCmOujsHzbTPRdRt4o20xsaxWPvfAkX553J0kTOgYzHSoH17YOW4zEEEJnZiIIApoOf74AGra4R0AITI+0s3qfajs2IW4MzZ98QsOrrxGoU5tYSjYbUTOnYzl3Nvd/30rGDgcmoC5Bz6KbBhJn/+U+Jv9DdyiyQtNnBXgKmhG0IuEX52LICu223vrKDbxU4egkz2/89H3O27edkH890rnOEZWuIgYIoA48bXUe+kYcRpP6TwZovcgKGKNmk5n5IKe/uokGp59hiXbmXzwI/XGqaeIMOvqEmJgRZWdyuJVZOw7hCdPzY4jCkrpmxodZqQ5ayYyZSu8QtXy+tewrqkrvRuwxDR1huJpPRwl+zZ7IdF4aMJcK41HrI+Q+6NyTmCmt5fraZTTHedhpMPBt/YNcvjOGxZrZ7JeGsqSvH5ux64uvvqydr1/ZjbPVh0YvdSh4fAS9Vqp2DefL7TvJ6H0Ftj2V+Fevp/LdDeze48fvCZI4uh1zDJSWvgNCANzDWf5MOLKc37n9tGw7mUYNFLViCAQJflJA4Sf5FBCkniCJ+Kk3arlpfAaTU/0UdnTbNJnSiY6ejhIMUvOPR2hZuBAAy9ixhJ5/HqaRw6la1w9Z9vKjK5x9Hhc397yINTXhvB96FqdRi769HqcoID74EBFtTUQwGDlFId4cT61cCyLcOuBWrup91XHvq4Cs8HG1Ora8KE5Vp16YeyFaScuN/Trs846xDKj1BbBqRMxKGzU+hVYpginbCrg3LY5pkTbCtN2nMUNjh3Jd3+u62bcAmLQmpqZ0HX8pikL7j+VqIy0FaqJbudv2PG7Jy4z0GfSL6nfcc4GuTUk1ooabzPeTV9uCwaxlxKyMbusnJFzUbdn/8NvhOdhMw/v7IagQaMjHvfEVJIuB5htm83D9eiSdgXnnfExYWByiuTsBrhW1hEsyaY7PUSQfrUHIfF+DoAgMfmczflkmZOpUQsaPO+lx3NjvRqqd1eysWwJAoK6OQF0dotlM0rvvYOzb91edl/pOV1B8HiSbHl1CDd7iIKLBjum0v2JIrSPyxqu7nJNv9hQWbXqOWT94OXedTMgLK5AfH4VoMp14Rz/DrQNuxbhxI/3e24PkEWmPt2B//MXjkucAWq2NqMip1NQuoarqU3Qd+1qT7iEpJIWPzvgIW8MhmHcG2LZD/vajX04aDoOuwJM8nh37D7Jnzx5qalQLCkKPvmusVitGoxGNRoPGoGFL0wYyQovpHVuO1NFPQJbTEczns07sDwr8vX8uY8cOwufz4Xa7qfnyS+pXrkLK9bEqdzAWeyiZmZkUFhayZut23m4PsC0yQe2v9QuQhKOiyiiPzKN7PIRf3feE/SyO9Q4+IiA41sLFX+8iUO8mGHRR6Pw7Ta61gEhO9hOYTKqtQg+zgR7m7mrKpiOWF/4gGk0IgUA7kcLp1L28E3+VqlyW7HpCxiQQNSAKNuwDYKswDAF4ICOOJqePK97fxu7yOEJ4kns0C7hA8wNsfh0Kv8NnvAYyhuMwmrn3H8+SnpbGC/r/CaV+Lb6qb6HI7cUuBRnjfAZkgdCXRfTBKB69xMHeaB+31p6GZ3c+YfGJ9J10OpJGS0yEHuqDBCUfiWNeICr8UlY8ISMqInvD45AliVhnGzmmIkTRSGLC0Wqp8PhEhp4zlw2fLWDl268SnZ7VabsaDAnSKuaBDCkRVxEyYcJxjzvQQYQK7o5Gy8MT2bjlTDwutW/VPreISx8ECV6d/CHX5FWBP8gFsWHH3d4RHFGg5zs9PNqRWCDpqI2IJECpT+JV4S/gRv0TLmO1NJdnHHayH/s7kxep46LSSCi6djI3XPRc9x05G3lu5Yfsto3B5vNxi/giGilIIGAhGF5KZd9X1CSXeRS6NzchBNXjCps1FZ2mwyt8+3w4/ebOvoLH4ohyuzrg59KdhRS7fUR7FV7b4iAwoAY/YJ+dhhgqctj8PrIEuiYzfUe/gSTpURSFmgf+jvdAHpJeITVxD7eXf8j96TfxZoaRadVOvrat4pPGL9G4RGYAQvQgYDc+FLzJavPkiMJZhIxI6lId2h1q3PHXqpyVaVA0xhx1HCa7XLQuXUbzggV4C9XfVhMZSTDdBJdA0NlGsFWHPjcH3X2nU+z/HFfhu51blmUdopBFdMw0MjNmH7Vw8QcpnbeLppIqWkQXJfoA0QNC2XpgDYE9AfbtU2NSZmQYhdtWIDV+hNYThnmkE0NEEUpQ4uDKS3G3qYkBra+dYSH7SF+2uJvdkD7ZStStA1A8wRMq6v8o/J8k0BVF4dHNj/L5wc8ByLXFcZW9BlH2EhNzNrk5/+r6ojNCkjWJwTGDOS/7PIJykJ11O5m3fx4/VfzEM9ufYXHeR0xtqGBKUy3pAP0uhDF3QWgyQtte6LCk0mishIdNoPGLg9zib6M2UkOyD94eYifvgIMjlSqmtSK6JjPxbz7Hl7UrWVOxBp2o49mxz2LT2zp9MxNSr0EcfzMEfFB3AJqLobkUmkvo2ZyPo9bLyhQdGudPBCzj+HxUOMNLZDz5TSCA2byRENerSHGJkDkJoXFT52nv62NlelT/btfvWKWzYDAQ8+ADCCtUz0yrFM/YMXsRRR1v7r2Mq7w+8vQ6mjwNRJmieGn8S/ibV3V+X2wH21syzjZVERn/1H0EPIm0/1BOy9fFGHqEdT7srqzTOae9N4f0EZid7Vz+5ducvmUHxpZmlMFDEUQROshswVnD+EQLzqQpHNq9l5j3nuWRc5v5WLmEvUI/FhnigL+rBzG9469KJfwitBqezU5kckQ/yvOLoOo17C1+rHs+g+1fwaDLYcQtYFWVS0d+C40umnt3fY5JDqc1+u98PXIc5x/aR3b/7tcQIDx8FOHhowhc2YwpK5eoccPov+4Ozs06t1NxdQT22bPw11TTdvEEyH+AZGsyoxK6lh4LOjXgGQeqihKDZGB47HDafe1M7vckTXWnceDA3bTFrycY20yY/BImIYVHRj5Cs7e5WylzReVHHDz4EIoSxNicSdzum9H4rLwS9RHiDxmc3XR7l/WDQgxBcwwpLUALhNcns3VSBZtNg5CUAFf63kQnnbjc8X84ikqPj6v2leBXFHoX7aL32nVIInycFsnmuAQeLaykTVQg00YgE1Q9njoYeaAymakdVaLFo25h3yebeXq9SjxGph1CfGvY0R3Zk2DYDarH5P7F4Grsdiw1337KpqU2Kp2Z3T4TpD6ExAxg0uW5hNftouLWv0BpLaEXnE/0P19CkCTy8u6hqlplaCTJQqLrLIrPOptgYyPCcPWei3/1NexZamJKkRXSyyYTFPqCAdDIJGSEMmJWBrOqKsEF50SrkyfraSa+E+IpRlUT9OnTm8mTp1DRto4n872Eim4u3/Yd8qE9hA8bT0lrG25LBQgwoj2V8Ijwo82weszGka6lbb+qoLWLLxGaH4s17EqsWomyKV72HRLoVarQ/OZ6WqQoJJMBQ98BmDMmYsoYjLYpAG616fTlSz9lqr+a9Fe/hcgsELuSfGaNxNzYMCa6wLnRyX6LzNoYA6ZAkFLxedrtEdS76ylrL+PV3a8yb/88rulzDVf2ulK1RzjSRPSYBjv3xxrJMRs40HgABYXcsFwEQcAfpVbOlPYcRmSLh4Vbyxie/RoeWzEaRQEBfAE9u6+8jAa7Onh+MD2O6ztU2WGXX4N9zoW49rTiW9LRil4IEBK1H8nQD2ubnX0RNbTqqihIF6jeMBW/NRy376itRqhLT8R3GpyKgPPbpcTuVBtafZ42kQ1FbuatL+aqUWlHy/oAQSsSNrcHgrYjWSDIKoFFHIdDMhAVhdOsIs/VbqN3scyQjz6mplRVempiYgi/6irss2YiGAzct3gvpt1tmBQJKVTHQ3cN72Zt8T+cOlq/Kca9p0FVnl/aE0OGvds65e3lXL39e1y2MwH469afmP7DCmzXXNOlMbYiH/kdgggaASUg05y8gtqshdgFaJc1JKY/wMBUdeI3MMLKVkcTj0/LPS55/nMMtJm5xWLln41NuPQS1+7vaif21YBMEgWJ+RvLOEMJEtz7GQy5Fl3mFNw5Euc88hhztRp8AZnyZhfF9U7avX5cviBuXx++913FlJoVNHrep0wDn8RXMa/6LbZ5dvDkN+k8MUslxzxOP3t/rGDHd2UEvEFCY81Mv7EPOw/oCQR8pGdeh/60NPb9VMmhAy7or3pFskWN8JJWRA4ekd4HkANair4/C1mG6FQrST3DSYoxoqwsI1jjJCjIFAr1NIltNItO2gQXTsFLkiDTQ2NAyS9lZ1M5lg6r+tSUm/AVl1H76KM4N2wAQSDmwQe6VL/0zH2O74qXsCOvmMntp1FVXEkmlaBVrZldYUcnxRWGWCqIBRcMcw3DK3rIHdmTi3qdmCRe3tBKjc9PuFbDtEi11LdneE8eHvFw5zoJBh19LEYU4OrESM6OsqMRYFNDEQ+WBNnrcHNHQTl3HSynp8WoKjFNevpYTORYDEiCwNiMK/iqroXrD+cRb9DyUZ/0Tm/1Y9HFoggwD4lhY+Iu3Ae8hGhDuG3gbSe9946tPLw293rKP1eFDQNPT0Zv/D85xfqPgbe4tZM891ftwLPtbUxDBxH7+OM8uP12yhG4vNcFRCRmUtzgxKp4Cbd0Jf5Mciu3RnuwStAUENivm0CuZxMKPvxVVUhhYcTcd+8JjuAoBEHgoREP8VBJBbClc3nkrbf+avIcjs7DFJ+Pmscep3n+fMSQWExj/oZkS0QRs5B9EmIHf64oCo9uepQ1w4Loo5KZvqiS9hUrKC4sJPYfD2Ma2F2JLrtc+GtrEfV6NFFR+EpLaX7/HUZ/thsUgaIYePpsN01LpzMyfiQX51zM8Ljh3YjiuLg51NQuoaZmCe5LzmTLqmL2ZGmZP/qfqk1S/ECY+QZ82uFFnzoaJj6EOyyXDRs2sOXrt/B6VZW4KIqkpqYSvmcv1vXr6fnkExiHZhHwt+L3t9LQ+D2JldsRgup8zmjpRU7mvYSGDuWdinpchZVkmvSclRyHeMxxhvfuTcXrb+A5ezYAphAr0+fM5Yld+Xzc4sar0YICqbKPaLuNApeP5oBKnglApE6DWRIp9/gIKBCj0zCzMsA5e13E947s0g/kCMRjFOidv+sxfsmewy20r6nAc7CR9uhtNGR+jt9Uh6Do6dX7BaKiujcs7HafdFQv4w/Su+ertO8uxfmuE2QQDBLWScmqmEoSUZSu2YErEyKICgrMemMDJY0u7CYt5w7syRflf+PbsiE8qX0L3YZafOGHIWM4qwer9nm76lr4q8dHyv+qjU8ZiqLwUpkqGpkkL8WIB8tyEUO1mR0PTWFXyyeMaEmnaXc+oiQx7aa/dtovehq0QBBHUyaEQV3j+4T3iqJpbzh7ctTJ4HD9dwCI7hlotV2tyYaeM4eyfbupyNvHV88/ybRLzlY/6BiKh5ZkEH/l30547LJ0JOmj/lPXotoOO4KwuEXHXo+B0BQ79QFY0eSmyR8kVq9lXNjxq/OOQHvM8xmqkfhLSjTSs//CfOgQI+69i/DBg3ipcDvzql2AQDb7KRJ6UB0M54L9pWRlDuSM0W2clmXj7rAvCQZXk1L0DdPSpqmCsaIfoOhHth8s5MWcuwC450CQiJ6tyIB2CpT7n0cOuAkLHUlO1MMUBdXkuhQWRvjfHkW3ezf4IFC5HT67FGa/283uSdCINOgErpPbKHHLxLllXtvqIkmvoyjEiD8I6BUOFj6MSypHcEDsqh5oZoeg1Oyn8Zl/0LpsDwgK8SMa0Wb04pLpt/FmMZTh57mMdnYq35Jhz8ArqAnG0g4fn2AkgBudIw5ryzAsQ7tW3HXDMdy6oJewTU0h0NxM8/wPaV6wQFWXH4NAff1Rj3oNhF1zJa3TXBRXPdm5jtsdglbrQaPxAfuord1HdfUzNDmG4tQNomXDBtpww5HLpkDZ9i67QdPezLaPVDJem2AkcWwR1kQ1AVi1JQpnUwhaKUCSvpq+4yKIm/P0CftVijoJdH/+3O//3OhOURSe3f4snx/8HFEQuXfw3aS7vqC19RAWSzbZPR79xSahkigxKGYQA6MHsrjwCx7ZsYBCXxvFJonXTHH0taYxu9dkTrfGoKerQjkq/HQKFxTypM7DhlgtegXeHZ6FXVPbuY7ghpCvJWLuvx9vYiQvLX4JgL8M/Au54ap6MDnpahoaV5OYeJn6JY0O4vqpfx3QoVJq2vV/x1jzHR7LOL7zuXHNyiVBo5bhCN8uhm0tMOFNEIQu5HjI5EndOp9DVwI94oYb0CUkwBGFddCH6HXB8puw7vuCt0SJG/qMocLbxMvjXybaHE1l69HbyrZAg9SmXu+YBx7CPGYislf1ZAs2eWj7oRzbpGS8Xi8znSM4EBaN3uvmjrLdzL30Smo3bqftq6/QREUR/bc7kQUzATkdkXaY8BRj/YPIdO7EIIoU8xfu5hGKq+fybUwkBUoOdaJKLAmKj34hRoYaWxhi8TMmVCULYzOuJaDXE+tPgIYXoWoHbHoVdn4Ily+HmF5ERk6msvZb3i0vpc7dSK/QcDiwm/W5fXn7vMsZ/wv3kyY0FNsMVZ33wekfHHcdQ3Y2iS+/TLwi83e7/7hd6a2nT8WzZw9hF6kkgyAIvDn5TRRFQRAEIvVnEL+rkupeb+LUHmDL1jNJTb2VSUkXIklHCXtFCXLo0FOd5eExMecQ8sMZiH4NJfpWUg7NQCvrUQSF9H6RZA+LJSTciKPZg7vdT31bA/tW1WDyRFMgqj6SZ7CEJEvzce+n/6Er3EGZy/cV0+APENVQxYTVS7CaNZx++8Mk9uqDUt2GsLoKTaSB1J5WSgQFu9LIQGE3K5hMWYiBD/KquSQnlgUFX3DbF7LaODTchy3ZAZJeTf542qClDFYcbfSC3gbJI5AThtEo9WLfNi8H8o7eG/HWMuL6ZaGNSMBg0RKZFEJYrAlREoGJxD3+GFV33U3zRx/jr64h7umnO8u7AKIbhlP94G0QCKDPzEQXEYqvXUbRdZQMKgobFh/i4KZaEBRWZXyAO7GOr2Yv46DLz8FDHvSiwBmRdlrXvc1766toJgmtCGfPOpeePdXGoOFukRe4jmhzFjEz/sqX+Xto27mBiVfdwqrVq3GbKxBkCXGtSGlWOLZaF87N1ShelTA2RxVgafsOdimsidhF5di/cPnBtfw0V2Lhl20EDxpRgiKBdh+OdZtwrFMTj8Y7Hob0LM5a8x03yC7iX5uPYDy5wlmyWRFx0Nsh0vuQD6vmfawX/QWyp9HkaWJT1Sbe2/8eeU15vLDjBZo9zdwx6A4EvToAiA9xAwaGeUpQfHWc+eVdlLapBOGIuBHcMegOWvoP54Zxt+OIiqPx6R8YFb+O/rk7EGQNuqYIiISlM8+jIET9He5Jje0kz49ANJsRpPbO/5sHJyDNVJXfBmCAHKDi4PMUlb9Km8ELvio0AZmYWi/x1R4sriDVNQ7AjLODPA/NhWf6fc+71Yd47luZCTnRhGmOxkvr1BS0EUev3xEF+vfydJBgoLOV/XXriGoIcPfnCkqgAiksjIgbbsA+51zEjqTiW2sO0/pjDbkBDYgCs67v+z/y/HfAsbkaxzq1MiPs3KzjkudVjirmrvuAphCVPL9X8jLp3ddAELDP7lrZtrtcva80mgA+yUFzznzaYzchAk59DpMHzsNkOKokefPigbj9QUy6Ux+i5hoN6NfWEkyxEEixgEZEC/iBp/aWk7+qlJ6V7ZwBBKp2EGw+hBSaQUyPi9F2VHToNCLpkRbSIy1dtq0oCu2NKWQdmMbHaxcRcIu84jeQ42/Dv2kdb9c3ERMIo6qwBb9XnWUmZIcy9Zpe6E1aEhMux+HIIyX1YtIzTPQYFsP25aXUFbfgag+g87aQXrSErIGRVEaKODr221p8OnGpWQw+I4XoVCuuXfW0LC4k4A9w0FLDRu9BZOn4pcVuv4fKykra2hrp1x9cLjtFb2wn9LP7IBBA0GqJ++dTWE8/vcv32sR0fljrZYhjaOeyiIgIqnwGdjdCbHQU/5jeC2dJCVXt7VTn59N+6BAtNhtYLBxee5jFLYuZOXPmccfab1fUA3BJXDi6E6laRYHvBncvJR8RmcHSMJm3KupZWtfCPoebPe3q38lQ5PbyflUDVyV0VSsp/iCNH+Z1WhTZz0rHMiSWYTUtfFH8BbcPup0IY3fLomORakslRBdCblguQ5oms7G5CEuonl5j4k/6vf/h98Fb2U7927sgKBKo2Yvv4Kc03TaX5f2N+Ms/YF/jPowaI5fmXsrS3VXc+slO9BqRy0akcv2YdGwmLcGgl6j2L9FKUOkTaAu/jAcG3UuhZjCKT02Uxz72aDeV24mgFbX8bcR9VKFWzJbFaNBOG8rJdZjHx7HN9JrnzwdBIOySmdjPHUHDe/kEGtzUvbyLsPN6YMgMZUXJCtZUrEErapl52yvEzmih4ta/4Dt8mNILL8I8YjggIDudBFtaCDQ3I7e1Hd2hJEHwSCwRCMnWoTxyL6mVK2is3ca6ynWsq1xHhj2Dq3tfzZSUKZ09n+z2odhsg2ht3cZhyyIWnabj9gG30jOi59Ht554Fl68AFJTEYezbv58VH72M06mSJBEREQwdOpSePXtiMpnwNdVTcziZQ8ILtK3f1fXaAG5Fx+dNEEoqz4UORVEUPuxoTHxpfEQX8hzAMn486SuWU20Jhb3FNPkDTN1+kGJ3ADRaYgM++uTvIKWxBoNez81DhjB06FB0JhMiApojfs2yTLXXj21/M44dhQhaEdvUlOP/hke8g2Uf1dWLqK75goDdg9JXpC1/AOYVA3CF76dx2DK8VnVMJ3ltxO+6GakukfakSoKNHgLNHoItaoJBCjOgjTETMjIO0aRV7xOtCUVIxr/AgFSlejUb+0Rgn5HexZrhSJVfAJEEvZarI8O56K1NlDS6SAg18v4VQ0iPtCDLCve/F+DDRYeYfngjmrFHEwDGoJv5e+8mYtBCMP7PA/1U8X1TO/sdHoz4mCh/iaZcIGSljuh/Pc5bLf/E6JHI3i4iE2T4rPOJTlOrl1xtPuoOtUK6HlvYKDIyBA4deoKkYXUUSL2oiklCo/gYLy3H3ZhK5foJDB3lx2A5yuOIksS0W+5g/t9uob60mC2rv0Pf0YJN06yh17nzT8qLyR0iR69OraQDyHOL7FD6MixrAg+mTOGSfC/1AS/zKtVE9IWx4Z3PzInQ02Kkb4iRFKOeRzLiidJrKSo5hLcwj/CAH4tG4vpYkSHVV6qNeIGUpKd4cUkhi3sN5GByGgeT0/jaZGCGmMwXB17koY0PkWGOI23Zs3hKPLQynJuGnkNQFJlU7efMSBv7dHpk2UNR4FH8gWZCQnrRu/erKE2uzmOLuPEGJIsFjS0e6lvwSUbI/xTmz4Q574P56LigXlK4YbCREkEmxi3zxhYXqelhhM3OonSPAZxQWfEhtXVfgSIQOk9CE2wl8OwoqpZV4KxW52VRQyXMVz8Lfc9DECBq//OUiZP4IimMV9Of5cykoXy17XJgG7o9RfiO0USGlUzFMjgG8ReS9kcsXAAsIyJpfONlmhYsQHGp565NTCT0wguwn3MOSjCIv6oaV/Nh6vy3gUGiYuwOWqrUvhgV5bmUl/eiV6+h9MjKobFxL/X136OwDbO5iYj4DRhsebSX9IOmeHSygejEaMIiQjGZTOD3s3fVN/jdLrTtLcRkZBGdK4HtCwSTAn5oWhtGfaENrW4x4268kx7DJh/vtP6f4P8cgf5JwSe8t/89AB4c/iDDQ0QOVG9Hksz07vVqFyLxCHyeAO2NHrzuAKIoIGlFLKF6fnS7eL0mnppoVckc696Lt30Fu9rz2L3+7zy3/TnOzToXg9xMKhBA4ssDo3knLoCjg4R+OjeJnlYTbvfRl5hlhYRt4FhsM8/h6W1P0+xtJs2WxnnZR1VAMTEziImZwalAI2rQ+CtI07RQFLDzTkU9D2V0DN6nPgWj74QQ9UUXSIjGq4X9SQKjh5x73O3pkhIRLRZ06WmEX36ZuvBI2Ur5FvjufmirBEHENv7vfDjyLwTkQGcpq83aH40mhJiQ6ch7FqnLZs3EPle1thH1ErZpqTQvLKD9+zJkOcCNddvYldADKRDgUcnJRdffiCAIiI8+SvU999D07jwUKRm56S7kYIfk4kuAUqyEERSONlZJjVnIdYpAcvHf0Po2cFv4Lgo9xVSgunsuAkK0IUxOmczcHnPJSb1Z/WLm2XB4tWrTU7MHPj4Prl5NveLn4ZImKhytpFhTeGPSGxS+PJ9Nssxqk41NLQ6G2btOuH8rREFkTo/j+yQae/cm+cP53ZYfefE5t9Vgqe9PVs0L1PZ+l+aWTRw69ARlZW+RmHAZ0dFnIste8vLvprV1BwBpqbcRbr2SCs0uJI+f/DoTWgXkaCfnXTWWyGNUFREJ6jnmEEtk72Qu2FZIi0Eg3Ctze1YyZt0df8g1+L+OZ0pq2NPuxuh2cva3H9EzGiY9/D6GECtOb4CbPtqBTmnjlsRv6CmsIqD40YgG+vd/n+kbBQ7p4eHSaiYlabC9sZiMGlDMBuKf+DtCn9PAlgiCAD4XbH8P9n0O4ZnQ51zqpIHs/rGKki8a8bkDgBoPs5OqGex9DKtQCYf1MGAeZHf3aLWddRaIEtX33Yfjhx84PGkSrVPbYBRoakB57EeEoIB12unEPvooG57YDe1u5IDcQZ4fZtcq1bZm9IWZLKwoptndzOqy1exS1A7nE8KsKAdW8t6q/TRjx26AC664gahjfEsFQYuNNrR4SBswmKiUdOpKDrN69VY2+pMZri3FFVJGphKB/GkBjiNezFEmQk6LxzToNCjPhcXXEtuwi1d/vB1CLIzx+8ka0ELw6osI9r+BYGMDzi1bcK5bj2ffPv764ZsUJqUyZ0g/oh94Vq2K+QXoU5Nw/HQAAK21jZA+oZClqhzCDGFMS5vG6amn81H+Rzy55Uk+OPABLd4WLh94PuGhcZxzmpXm/K/4uv4TXtmlKr6NGiMBOcCGqg3MXjabIfY5FNt6gxdiTLVckP0lADHOy4hISAJvkIIQOwC3p0Rza8oJupMfUZoIYBnVlQASRQ1J2XcQFYyhfPtdmNwyMdqeSPFDoVcOGGwI1e/CYbWkUmf1E5XbgNhQxX3a9Zwhb+L5T9w80kdVMelSbViGx3XZh1aUQIbDUgoAF9WWsdq0nWuXB9EGwDRsGAkvv4RkORpvNx1uYOeiw/T0a0CA06/IIjKpuxrsfzg1+GuctCxTqxCsU1Mw9o3kkMvDD43tlLg9FLaWkN9SQaNsJqhXyderY4yc8df78AGh55/XzX9yXWEzAGZdAwcHPojB0oCsCMSn3k5Oavcmk4Ig/CryHGBkRgRn9YqlptVD3d42iptdYNPDwHDWOpzovQEMWVmwy4DR5iTK/iyN4it4Cppx76rH1L+7R77fF6Rway17f6ygoVyltdM5WuHTCKQC3l0KpajkTXi8hQFTk8gYGI3YMYFMS7u1y3ZjUm2ccYNqp+aoqKPl1Rdp37iF9m8gGB2AwSC1SQza2YYp83u0O3pRu9RKoMZPpdjEeu0+2gJ+kMDgdhNXWY3L2BO3IRNNUMswpQWtPYwm3Oxud5AvSLS4jfhlyMnNIScykh533IE+9Wi5dCAQYOfOnSxZtYREbyIKCmPHjGXgwIFYrVaqWtyc9tRq9lfBfdZoMsenkQlw1lm49+7j8IUXkp+RwYG+fdi7dy+JiYkMGTKky3nvbnexudWJRlBJrt8CoyRyS3I0tyRHU+r2csDhpsTtI7/DI7jQ5UESBPSiwIAQM0lGHR9UNfJMcQ2zo0Oxd1i+yL4gjR8cwHuoRbUoujQXQ4Za+TQ4ZjCr56w+peOx6W38OOdHfO1BPvmH2i9j8PTU/yXw/kQEW1zUv7QRMBJoKABxJ0sfGssHtQth/9H15mTNIb9S4a+f7kJRwOOXeX3NYRbtqGDpTSNpq30abaAOj6LDnnofl/RQKycEgwFcLkIvvJCQcSe3bvk5zHb1vlYEeH2yQuOqq5iRPoOJyRPpG9nd5uNEOFbIBBB1552EX6FWAkde35fGefvx1zhpeHcfykgbT7SozU+v7nM16fZ0GAjpXy2j7plnaPnsc5wbNh5/PyaTmiwIBEAUsMS6CO0RwPzwDyREZjK991zK2sr4KP8jvij8gkMth7hr7V28tvs1HhrxEAOjB+KX/az1pZCrbCPXGOSGtEFc2vPS7jtLHk5lZSUrP/iAkpISAMLDw5kwYQLZ2dmIoojf30pp6RuUV3yA16uWdguChEZjQxINWK19iYmZQbMYz66vLyRY/j13rLmD0RnXkOf0YBAFzo3ubjUmCAK6lBR0zWoyt8yjEoFxei0PZ8RzRqSNkvQIVqxYQV1dHWvXrmXDhg307t2bwYMHExcXp25DFElEomaFevwhE5KQrMdXYosd4hK/v5kDeR0KXx0QDY7o7ZAmdDb1kyQzSUlXE9E0nbb2Sty763Hvru+2TX+1E8/+RpxbqrFNTsFTZsMy9Z8Ikg5/lRNBJ2E/Kx3TgKjj3mvRej2VXj8PpcZxwwfbOsnzz68bQXSIDtf27bR9s5xLFi9GcauJyYORatM/rRLk7ZKXGWkREEL/R57/GrxcqoooxynLsQQdhH8ZRsMjl/NU8GPq3fVMKIpH9vqJSc9kyNlHuZkNiw6BTxWW2BNDSEq8Eocjn5qaL9g8dCwA41lJpAbqSm4n4BHYvbqcoTO6NpIMCYtg2k1/ZfGTD1O4Yze9Ogj0rKR70dlO3h+oMUJHVJ2Prw0KA/wCFWIqEwc9xU3HNPPWCOq4P6hAilHHDafQc8iikfh2UNdE+ZHEoRLosIvpSEIJQGjIMLhzAdcdyOfChES2PPEMb/kEDro8VIhDGBNyByMKanG/VEpN4GoU4IHeBootEuEBhX+NyCQ8xY64Tgc+9bnU62Po2/cdNBoLSoQJ44ABCFptZ7+KIzYzgUFXQN03ULoO3hwH530IsX1Z19zO9RY39aJElEfm9a0usselYBkdr3JYHQLb2rqvAEhwDEXO24HPUELRBxD0GBA0AtGXTcf+l0dBo0NRFB5Ydy8lFV+ji0nDp0vn/SYzM5IlRqWMpY5tWB1wpD295DVhq+5BSMZi4MSVBJ0XElD8rdTcdweyQ02iGnJzCb/makImTUI4pupTExaG6I2C9aAQpKVlM4GAloMFI2hrS2f69DPo168fAJmZPYDZ+P1+Cg99SE3l81gszfTq9QOKI5LI2JmkZA3Aau2No7mZj/9+J0JDPYlpGZz52D9oaFtESckrgIK2TMA+T0NqWi+CPSKpLDjAV889Qv7gYYy95GpsUSeYw/4b8X+KQC9qKeKZbc8AcNvA2zgrbRobN00EICX5eozGJNztPhzNXlpqXZTlNVG+vxFnq6/LdprNIt8MMlMUowX06IMKfhGqjb3B2BsJGb2/nNZAE09XutAEBSaaz2YzU6iJUINGL72Op3omM9Cmkr16fSS6YChKZQuWjUYKXxnLT/kf8XHexwDcNfiubk0oTxVHvjdIX0FRwM77lY1ckxBJnEGnEt8d5Hmrt5UbdtxNwS0SsSHxLI3oc9ztSTYbmWt/QpCko4O4Iwr0zR0Np8LS4ZzXIXEIAl19IC2WLEaP2gFBmZI+hUhWKzEPPNDlZW7qF6k2kfu+jA8K61ndUw2iD4dquHjQxM717Oecjb/GiWs3BOrV0hRBE0BBCwEFXVIIBMqp++gJOKYnVGTxHAyHcpDC+vO0aRp55fso19VwOL6GPfoCql01LCpcxKLCRfSP6s/FuRczPnE8UsYEiOsPb0+EpsP8uHAW9xqDtPvbSbAk8Pbkt4kwRhBx521cWFDOB1WNPHyoim8GZp7ywPjPgBJUOj2FQ/v3Ia73fKqqP6Ok5FU8ngoOF/2Lw0X/QhA0KEoASTLTI+tRGgoGsPKLLapqToCk3DDih5rpPzjjhOezu93FhcVlNFglzB6Zs39qJ2g+ncRR/1Nc/RJqvH7eLK0BQWTKmi+ZYi1hxKPLEExqqdvjX++kh+ULbu+9CoPGg6xAmH0ImRn3YLX24fVB7UzafhCnXuLGt9/nod06ilImU5tzBjtWGcn1KOSM8GO06EBnguE3wPAbaKl18eNHBVQW7Ow8Fq1BIi7DzoCpycRl2KFlNHxzBxxcAQsvhjNfUK2qfkYS286cji45ifIbbyRY34BxrYw/VMC2yowhPQXbzHMIu/RSdfDQoVwIBmTWfHyQ/R29GUbNzaT3aYnM2TmHN/a8wfwD82mLeQCAYZU/8d6mXTRjI1QX4LLr7sD2s4ZFnc2ZZD+CIDBs5lyWPvs4mvz1lCZdxNnhidS2lVNhOchA3yBaAlBh1tLv7AzMaR3ljckj4Pp11C6/g69a1cnl5U2NENMH6fQHkTQ6SIjH2LcvEVdfjSLLpFZUMFGrRRv7C2Vyxx7rkVIyjUjYVeMQoronJgRB4MKcCzFqjDy04SGWHl7KUpZi1VlpW3ZUJRZvief6vtczKXkSje5Gnt3+LKvKVrGp+RNC07cy1Hw9F6Qsxu/xqSWJ4+7Cml8BNU1YNSLPZycxLdLebf9HoI1V31emgdFoI4/vm6rPuQCb0IPQhDQka3jX80jZD2vyQaMh7vV5iBECVO0g+MOT9PMW8WT9jewqvJY+51yHsU9MN4+6EGMctKvv43HbNnBaoJnt+9eQWw4YDcQ+8jCSoxgO7oT6Avx1+bTvSaCn7yxEAkyx/Yu0FXug+jy1AVZU9i/9PP/DMZB9QRo/yoOAgiE7jD197NyzJZ9Cl/eYtUJAk9P5v5nhIres/YmGoiKk8HAib+1KFjc5fWwvaSM+Xea6SC8GrRtEC4P6vklo6FD+KIQYtLx4vmqn5g/K3LVoD4t2VqrN1fQSsyel89SYLMTR1Qir7kEIT8PaM5m2lWW0LDuMPtPeRa1XvLueNR8VdI4PRUkgMimE6FQrPoOLr8u/xN3SRKjHToso0WSqocFcwU1TriIrc8hxj/F4sCREYXn8Udznz6Xtq6/wtH2N219N4Nswtte14tE04mnJxyME8Or8tIkqqWFwu4kqqqRvdBQp48agSUxmc0EIhfudbMfMqICGLMlKjBDBln0htIc34DdXk5ebSx4QtmwZEydOJCcnh7y8PFasWEFbWxsaNLg1bmbNmsWQnKPnEWc3Mjorkh8L6lm0vYI7phyd+Bp79yLy/POR3n8fo93G1qQkvv32W5KTk4mOPjrReatcJYRmRIUSo//9DVOSjXqSf8FGICArbG51UuD08GxJLf/IjEcJKjR9lK+S5zqJiMt6ok+znXQ7J4NO0rF64V68rgARiRayh/2PXPqzEGhupvrh5QiGRGRnPQfitrBgiJM9tUsREDgz/UwERcYs+hkbfT6XvbMdf1DhjN6xnN0/nse+PkBJo4vnvnqfKbFqP6uhfV8lIuIoUR55y8148vKJuvPXi0I0YWHEPPIPPDoBUfiY5uaDvH/gfd4/8D6Tkifx4PAHVVuTX8CxBLrtnHMIOyJmAjQ2PVE39qVlaRHOrTUI61r5p+5WVvTYylW9jvYekOx2Yh95BPucuXgOHEA0GhCMRjShoUh2O5roaKSQEJRgkEBpPsIH09DQAhMfgsijln5J1iTuHnI3N/S7gY/zPmZ+3nxK2kq48tsrubTnpfxU8ROHWg4xKUTLGXY/PdmH39eAXn+URJNlmaVLl7Jr1y712CSJ0aNHM3LkSDQaDW53OWXl86iu/oxgUFVD6nQRxMdfRHz8+eh1XRNukai+8y/ufJFvS77l87YksIxmUqge23H6IhyB7ph5jU4QmNc7lb4dPTLS0tK47rrrKCgoYO3atVRVVbFr1y527dpFZGQk/fr1Y/DgwbhWliM7/GgijYScduJ5zxHy74jvcFzsHAyVGbQdzqctcSM+QzUajZWEhItJTLgUnS4cUkEXYqd9bQWiTkIKN6IJ0yN1WO8FGt04N1UTqHfTvKgQMCBIoPibsJ89CFP/yC7vsWOhKAp3hoXz1YFqPnh4Af2qD3K67GJSrA735a9wsKKiS1WCoWdPdFdfyzPjxhBVUstZUXZOG/eh2o/tfzglKIrC8x0NMiUlwOl8hXaHmYemmShoUfmUiDYDiaXqvTLusmsROwjMioJmCjbXIPVWhU6Bjmrz7B6P8X5ZEfn6nmgUP+do1tCr1wu0WLJYcXgfe36ooN+kpG4WYin9BjLxqhtY+dbLVG6MIi29L7Hjj5Po+hm2XTOSNw6sIqvPGLJ6XcH5x2lMfOxz9UyPREzSb6tG77Su8vvV6nqX+uwIsoj+0SJ8BS1I4eH0fe0VBkQlcWZ+Aze3NrDFqLA8tC/7e8u4S3wMq/fyTbaB5TFaJODVAelEh6vz7E5SXtDSu9dLnbFFEEVSPlrQWdUPRxud+kPT4Krv4ZPzUZqK2LrwVhb2v5uP5BgUEdLag/xrj4c+M7JUMYbfA5XbEdqPJsGiXDbil39HOREEPepvrE9PI/6FF9Q+gB347OBnfFX0FRpB4pnMaO6pENnU6uT5klou77g+wjGFh0tcfgzx93LFzmYyewwmkDqKakc1sZbYbs3PBbGeoNOEZ+cHyI429Dk5RN58M5ZxY09siXIMN+nxmNm/bxyhob244IKZhIeHd1tfq9WSm3M5UfWDKTv0Gs3xaxAs9TS0v0HD9jcQRQPeVh3h/RWiNRaS+3rZse90ZFm1MjRt0GD7RMCQmkXyiy+SqNOy7pP57FyxjENbN1GRt5+Z9zxEbEb3KsV/J/50Av2VV17h6aefpqamhr59+/LSSy91U6X8EfDLfu5ddy/eoJeRcSO5vOfllJa+gddbjSREc3jtcNa8uQFHkxetACGigF6ESEEgXi9i0olotSLLkjTMT9fj0QjoggoXlPq4qMRPuxY+TNbxY7SGRr2IS5sMWrVjuhdY0nEcdp+MvXkJwxIUMgx/7Ty+fSXbsNzjRe/W8OGYAMvyH+v8bGziWEbEj/jN537kAUmgmv4hA9jZ7uPBwlJe65na+VlRaxF//fGvHGo5hNVi47EJJ/YPAhB/bktwLLmfMQnOnQf6E6v8BEEEjUjqpwu7BKOjnwuEjE9g4b5N/DMnC4Drqv1cPvAoqa/IamMnb0Uykl1B8TnxFnyFPkEm7tmnEfVGHD+toeLGuxAFufN7TQU2mkthuFUi2ORB3wT96EE/Zw9oBk2UkaqJAT5pWczKkpXsrNvJzrqdJFuTuaLXFZyZfib+Oe/z0qJZfKhpAT/0iejDs2OfJdp8dDJ4Z2oMi2qb2dnuYnFtM7Nifkuh5h8Dz8Emgm0+RLMGY244giASHzeX2JiZqjdh9Rc0t2xRG2WEjSYp/gHWf9xK2QHVuzomzcbYi3oQHndyJb1Xlrl+fykN/gC9LEbukvUcbG5hw+LDpPSJwGz7/6cn3r8rTj2yKw+fIJLcdphLw5bQZ+bjyHoDoqKwcf8n9NU/Q3imOjgNsfQkPf0OwsJGdT4/2YqHS9Z8yvuTzmdDn4k8e+kgBh0O4g82o7Q20LSkic1Li8geFkvuSFXdW1XYwpZlRQT8MqIokDEoil5jEohOCemwZumAPRHmLoClN8Puj2DpTbDqQciYCH3mQNr4TjLd2KcP6d98g2f/AaTQUDRRkUg327s3UepQNK+ad0AlogQYd1F257Gdl30e7+57l50NebQY2wGRsl0laLBh13i59NrbupHncExzpg5vyYieA2jShRHma+JFk4uUumQW6atpFNvZkdJE0+EI3LVuip7eTr+JSQydkYakFcFgY0FSDoF9mxgQlOirscOst1XLrJ9BEMVuytpTgT7FRsiYBPTpdrRRJ2/mNTNzJjHmGD7J/4T1letp86mTmRhzDLMyZ3FZz8swdDQAMmlNPDfuOb4q+opHNz2Kk8MkhD6G31OJRmMnN/dpBEHk+qRIQrUSl8dH/CLZpIuzEPv3YcctA/Q4HWxduoi8tT/S3lhPQm4v5vz98S4qfGP//ggffUTUnXdiHNCh1E0aipR7FjUfXEFMw0aGl7+Es3kZovVRyJ6uVksc2b+kA3yEBnzcsvA9GhPCmVukkrdRk1PRzR8BvqM2M02+TA61XwvAKOtbpBk2QwDYPk/9SxquJoFyzwLDyf0Y/9Px74hRrV8VEahz47XpeHVwCO/uVpXoghJE481D4y3GIAoMi+nL9IR+DA6NIqq8lJJXXwUg+m93Itm6kkNf760mQuPl1mgvVklB0kUzZMCCzuZofwa0ksi/ZvclKczEB842qnQgxZvRCApsf11V4Qy/kZABibj3NeKvdtL+UyX2aanUl7ezY0Uph7arTWpDwgz0HpdAzohYDOaj46AJ9IMtb8E3d3BIsHJ1+GQatCW8uPMFJqdMwqQ99cZ9iqJQqtWyPyuL0lI97ZuaUaIl6BxuNHWuKygK2jonX+r6MGrOBVxx7lF/5UkTFWxfFVOR34Q/046wrwGrE6b0TGCvMY29BwvwGGvx61ppamri008/JSwsjKaOhvFuyU2BrYC54+d2Ic+PYPbABJVA31HBbZOykI5JgEXccD2tS5aQumEjdTk5lDqdfP7551x11VXo9XrqvH6W1LUAcFVCh0pXViuTxFPwuf+t0IgCD2fEcd7uIt6trOf8mFCiV1SofYI0IhGX90Sf+tvJc4BD2+s4vLMeURQYf0lO1/fqfxH+7BgVdLk4dPNzWBImoQR9vGJ7g2/Sq6BRrcp6atRTjEkYwc5dl9HSsoVlawM4vBMZlhbOs3P7otdIpEeamfnKKgaHvglAQsKlXchzoEtPgN+C0HNVBelHwTNZW7GWlaUr+a70O1aWrmRP/R7uHnI34xLHdVqgHA+iyUTohRciOxzEPPxQ59jKF/Sxv3E/u+t2U5tYi+TwMPngQBJ80Vy1dzqBfm1oe3YlNYy9e2Hs3euE+xIkCe32fwEtENMHht983PWsOivX9r2WC3Mu5PHNj7OsaBnv7lN9a8MMYZwx8D4stS/icOSxZ+8NDOi/AElSxxwbNmzoJM/79u3LuHHjsNvttLXtobTsLerqVkCHhZvF3IOkpCuJjp7e2YPqeLi6z9WMThjN87ve4gtFTcZuzHuAZ33DuKrPVVh13d/52mPGKw9nxneS50cgiiI5OTlkZ2dTUVHBli1bOHDgAPX19axcuZJtG7cwqimTKGzYZ6SftGHfsfaukRGTyM5+DDIUvImtaFOseIPl6HSRaDRd512GrNDjNuw+AsuQWNq+L8WxsRrJ6qNt0TPoUm2EjDrruOv7gzJLd1Xx9bL1JG9fw9UVO4lyt3R+Lhce6bMEYkgIIePHY50+HfNpIzvvu6d7JB7doOn/3Vz39+DfNc87Ar+s8Le8Uj7ueO/N5FPsribuDzfQrG0izBDGzIyZhC8rp1bJp8eI0cRlqaKP8gNNrHhzLwAxiSFAAH+HF/VuR4AvdGrD7ekRBs7po/qfh9kVQmNMNNe42PtjBYNOT+l2TH0mTsXR3MTGzz+ifk8FBvNiBp0586Tn8cjEp2kd3XpSOzNzx3NwSVw4I0N/ewXoEQV6yycLqXnoYYJNTVjHSmhqBcRCJ7rsUdhmXkvzklYCDVuQgBcFWJCsY36ahjKzxOM9DajGkyr+2SORMeFHY4FeH43XW01W5v3YbAP4OY6dxx5RoBe7vXymj2L9+M/4qaaKKsl6JFwx1wB3lOmJnJWIQV4Pny2BwpXgcyD2sYJdR0i7n9zdh/Fqj3JrIZMmEvfkk10aQVc6KjuFwLcPvJ1z005DNDVxY14Zz5TUMHLwcKJycwidNY56XsCviKx3anCHCHwVEkPfH26iaHMI7X4nGfYMnhz1JD3CjhLN2iiZtrfuQxMTo1r4TZ9+0kpqWVYob5ZwuHPxuVs4WDCCfv1GM3XqVKRfGLftLZWo3TGbYPEsRl1VR0vbTzQ1rScYdKAN8WAPAWinsVltIGs2Z5KSfAOBZT/gTS4k8Y3XkUJCkIBxl15N7/GTWfHq89QWFfLZP+7jrDvvJ7l3v5Mew58JQfl5V4k/EAsXLuSSSy7h9ddfZ+jQoTz//PN89tlnFBQUdCnHPxHa2tqw2Wy0trZitZ588vvqrld5bfdrhEph/DPuORqLVqFLfBdR66dp0yxsNZMI1eiwaQRMx/Fl2hYm8c8cPUUW9YYY2BTgvv0eUr3FaE4bxMEtLdja/dg0AhUmgYIQCYdGoE0L9XqROoNAmlshImYrb9e/DoBdbyfeEo836GXIFwWcvUmhLBL+frWJzPBswo3hRJuiubrP1USZfvl6nAjPbX+ucxDj1ybTEvMPEETiGp5makwyBo2BxYWLCSpBooxRvDHpDTJCM35hqz/Dd/fDhpdgwCVwxnPH7UT8a6AoCgvffYN7Y3rhMlmYUuPn0d0eJLMG27Q0DNlhNC0swHtQJRP12WG4tBWUvfUBbimEYFI2ugFDMH/+HLbafdjnzMF5iRlnWyXrX6/F3epAL5rokzKOtIGDCU1OwFvcint/I4o3CBqR0BnpOHuKLDy4kE/yP+kkq+LMcSgoVDvVh/qC1nbuGHQ72hG3dDuPF0pqeaK4mgithrVDswk9ifLhz0TD+/vx5DVhOS0e+/SjpVseh5/CbbVUFbbQUF2Bx9WAICcT8Mn4PUEkrciImen0HpNwSh2LXyqt5bGiaqJ0GtYNzcEiiix6aht1pe2kD4hk6jW9f3Ebv+a5/nfg98SpX3MuO8r3Mb3QiyxI/F25n2zyOj87UhkA4A5GMqj3PURHn6kmogDZ46Hpvfeofv1VPGIEr835K98MjQdF4Zx9eUQ3HTy6LVlCCpjQBMwYXLFoA+pgJiE7lHEXZWONOLlnN7IMPzwGW94E7zEemfYkGP8A9Dm+9dPx8NkTW6krVQlPrV5i3MXZZA7qWnp199q7+aKqlNaou7B4nFy4eSUxNgMXXnEdVpv9uNttad3O9u1z0Otjyc15is92NPHh0krOa/iRaQlXoRX1VPT2saJwLQCDBg5GW5fEoa2qGiAmzcrUa3sjmIJM+GwCDr+Dl8e/zJj407o1A/1/BYfPQVl7GQkhCcedCB6LsrYyrl9xHjeG1aIXISf7KeLiZv9hxyIHg3z2yH1U5O3rsnzKdbfSa1zXRleyz9fpTd4FisLn7z3H6JIXiBJa1GWxfWH036DH6eBzcu/6VbwnpPDPbYsY+O7izq/WJWkZPawUQQR0IRDfn0Ilg2+2jEcjm4lMkzj3+mwEgw0qt8Gm16DgG1A6RriSDtInQM+zVTJde/Jn4L8xRin+IPVv72O9w8kjQ0xUdVw6Q/v3mFsWYpZUS4Srel+F3WAHwF9bS8nc8wjU1GAeMZzEd97plkS78p3POSPuUWz6dkzmLAb0e7+LMvHPxpqmdubuPky4VsNuWwGaRVeAMQxu2w86E+68RhrfP4AiCewIMVBRosY8QYB+k5IYMj0VzYkaEgX9BF4diaaxgK+Cg3iut4Y6dxXX972eG/rdcMJjKioqYsuWLRgMBvQoHC4tpaG5pfNzURQJ1YQQ6jZilUxE9EsktEcMBdXtPLGqjFrZyNDUMN69bDBm/YnHHP5aJ/Vv7EF2BTBkh1KTYmPnqnJaG524zOW4zOUgKIiiSFl4GVtNW5mUNomnRx9fYOHxBxn6+Pe0uv3Mv3IIozK7ekM3LVhAzSOP4o2IYNWZ03G63WSkpzNh+FDu33OQr0MTSGlt4PlgA+1NDRRu2YggCMx96CnC4v7cCrZL9hTxXWMbqbLIe6tbMSsQflEuxtzuCqpfA4/Tz0cPbcLd7mfQtJRupfN/Fv5bY1TBfUuxiBHMs7xPXn8XfexxpOr89I2dQI/46eTl3UV1zdF3x7rqSdx81guEHdM8dNnav2HyL6LOFUFO7yX0S/7zKwb2N+znrrVH+5fEmeM4P/t8ZmfNxqL7ZQvI/Q37+Sj/I74t+RZv0NvlM3PQyPvCs5gLFCSbnujbByLqf8U4pmgNfDADBBGu/qFLr60TQVEUFhcu5oUdLzAsdhh3D72bMEMYLlcJW7fNJBBoJTZmFjk5T1FbW8ubb76JLMvMmDGD/v370di4htKyt2hp2dy5zbDQ00hKvpqw0JEnFXj9HO9VNnD3wQoscgOGitsQUOff1/W9jjlZc7pUSPtkmYv3FNPTYuTv6bGntB+3283+vfv4ceUPOPwuBAUGROQw9bqZaLUnrqRRFJmdOy9GlPT07vUyknTqSdVTRfvq1VTccCOGvn1IXbiwy2dBWWHJD3vZ88FnDMjfSGZr5dFjM1uwTRiPLjERKTwMbWws2rh4dKkpxx+//Qb8J8WofycfBeAIBLli015+8oMoy1zqf5uJum/5vF5LMDCarOZMvM0eegZtRDboQYCMEcPRhVior3RQeKCJSp9MZIad4rNi+Wd5LYOtZmxaiVWN6hglRBL5YUg2CYajv1fB5hpWzTuA3qzh4keGozd1vz8VReGnBfPYtkyNk4NnzGLUBZf9rir6TS0OVje2cWtyNGbNb59DlV15Fc716wEQLNGIlmg00SnokgaANhbkY45RAG28BWNOOEb3F3h3PsH7cefwScaFFAZNIIhkyTtZMGQiiSFHE0Budxkud9kpxZl7DlZ0+rofCzNBzqhbzdyqrxjZtgd6TIPyzeA8xnbJHEV9Zg9qbX4yGIJBMKNknUn1ix+iz8oi7LJLu5DXiqJw9cqr2Vy9mQFRA5g3dV5nX7kbD5SyqLaZoTYzX/ZXHQLq61ei18dQ6dfw1u7XWVW2GuVnp6MTddw28DYuyLkAURCRXS5cW7diGjKku1C2A3VtHj7cVMqOshb2VDTRN3iIdEm1KCwxpDFl3Bim940jxHDi2Fee18TSF3YBcPZt/YnvoSYED25Zx7dv/QOD3cvgmROxx0YiKz7CwkZisw7o/D2OJ7wF8HncLHn6Ucr27UaUNIy99Cr6TT7jN9+7vydG/akE+tChQxk8eDAvv/wyoJZwJSYmcvPNN3P33Xf/wrdP/cQ8AQ/nvvMPjM02BpYdIL3fHkIzOiZBjbFkbn8MAREFhQahnUqxiQa9A6PegMsWzhcJ0Wwxq4OrMJ+Duw9/yXk136BJ6414+oMQnUswILP+80MUrqkgQiOQGKYnxqZHbnKjjTRhyA7DNCAKbaSJHbU7eHDDg5S0lQAQ2q7w0utBdAHwPH47Pc+6tENp98dgefFy/vaT6nskCRKtYVfgNo9G4y3CXvsoAqqX1NiEsdw79F5iLaduP9AJOQjNJRCW1kUx+Fux+6cfuKzKQXV0IumizPKcHrg/LsBf3eFlrhEhIKOIAmVWPXsrnQT98nG3FR0oY9yD5xCeqKqI6kqK2Pj5RxTt2IocDCJKGiZceT19Jkwh6PTT/GmB2jQK0GfasZ+Zjj9ULZuZt28ejR41UMSZ47jf3p9R615TB5bnL4Ssrg0MfLLMxK0HOejycEFsGM9m/3qF6u9FoMVLzVNbQIHo2weijTLRVO1ky7Iiinc3IAeP/4iHx1uYfGVPwuLMx/3856j0+Dhtcz5uWeblnCRmdyjuGyra+fTxbUiSwPkPDv1FgvY/aVAFvy9Oneq5BIM+Zq9+h42a4fRTtvNA86egB4+xHEVQJ0PeoI7VFVO4Z/Y/CA9RtyX7fLQvX07tc88TrKmh2Z7Jrt7XIktGvhwqsi/FjtXl4MIdPxIdGUF9fT3BYLDLvi1iFCMHj2HYlNxTSpIcPWi/2vPgwBLY8wl4Orpzj70Hxtx1SnHg+/cOkL+phh5DYxh+Tjpme3c10YbCZVy9+yCN4RPIqinjCm8j5513PgaD4ThbVNHWtoet287p/L+sCDy+5TaedMcS74ukOVBL+gOT2bBlC+vWrQMgISGBQdmj2ba4Bq8rgCVUj2lqC/8ouZtkazJLz176/7wJrqIEqatbjtdXT1joSPT6SKqrv6CpaS0h1j7Ex83FYIg77ne/33wuOHdQ5BXJ7TOPkfGndX7m87hprq6irb4WY4iV0Nh4TLbuFQMnwrpP5rP5i4VoDUamXHcLLTXVrPvkAwwhVq547nWMIaf2HPuDMte8tZoBFfO5QrMC8xHdU2gK+FwEnQ3U60LR7fVQu9OGLCh8OVykX2YzZwQCMPMtyDkTTxDuvG8N2W0gGyWueWxE94lCWxXs/hh2fwINHQkmjQHuPAz6kxMW/40xyhOUuWPVF3yuU/1OxUADIU3vkq5tYWbmTM7NOreL9YC/qoryG2/Cm5eHLi2NlI8WIP2sWqSwaj97dl+EXd+GwdiDIYMWoNWeWFn3ZyAgK/TZsI8mf5DPyl5kVPEiNYaNvZtgUGbXd6UYf6zAKkCBJ8hBn0LagEgGTE4+NS/96t0E3hiPhgAPJ1zA59p1GDVGvjrnq27CCKfTybfffsuePXu6b0cOYnK1EWm1kh3eg8TyZBQBIq7thSbRxvOrDvLqj4dRFBiTFcnrFw3EeCJi/xj4Kh3UvboLgorq890jjC3L1rDz23V45Fh8ZgFNjJb3Ip8mwZrAp9M/PSmh9/cv97Fk7R6mZFj553XqxCUY8FO8awcHN67l0Lof8QNBoxlXUg8QRbyuduZPOo+ARsvMbz4gvexgl21GJKVwwaP/Qqs/ccz/vWjwBZiwbj+1gsLkaj+vZiRgGfIbxsI/w/pFh9i1sozQGBNz7xuiVjb9G/DfGKMA3lv3PqHlBYiJbegD+5Hkss7PXIFQTJpmZEXkp4phjE3cAEBU5OlkZz+KVmunrW0vW7fNBGRe3XYlgz2N/CUuHwMdpLTODKYISBgEQ675QxPqLr+Lt/e+zWcHP6PF2wKARWthTo85XJx7cTeFp6IorK9az1t73mJH3Y7O5WGGMPpH9SfFmkKoIZRB0YPItWVT89wOgk0eLGMSsJ9+ihU+wQC8MQrqDqjnO+3pX3VOxyM6GpvWsWvX5YBMVOR0NmxIpLraQY8ePTj33LPZu+96mppUcYMgaIiOnk5S0tWEWH6b5dqMHYVsaXXyYHocPcV8ntn2DEWtRQAkWBK4ZcAtTEmZ8pvHd75KB00L83HWtbFBW8BhSbXLjIiI4OyzzyYhIeE3bfePgGPtWsqvvgZ9bg5pi1VCVPZ62bXwK4oWfEp22T6kDiGBLGkwnjaKiJlnYxk7BlH/51YM/yfFqH8XHwVwqKSMS/MKOGyIRK94uIlnGcB2atw6KnbOwB04OkfWKBLTfP2JUrpXQckomDI1LBybyiNltZ3LRWBOTBi3p0ST9LOqUjko88kjW2iucdF/UhIjZp1YLLl16SJ+WjAPgH5TzmD8ZdeeUl+nPxNV991H6xdLMZ12LVJY326fSzY9huxQDD3C0KfZEA0aKPoRPuiovpihCj0/OriUJ3a8jeItxiDp6RnekxBdCJGmSFKsKWTaM+kd2ZsQ3cnHeN/Ut3DDgVKsGok0o57+VhNjwkIYYrNgaiuD7/4OeUuPfiEkFvrMhdwZEDfglPmySkclT299mu/LvscgGVg0YxFJ1qN8UrXXx/BNeXhkhfm9U5kU0f1+OXzwa7Yvu4Ycr4+Yme/yYMVy1laqcXZ47HAeGflIFxeF4+Gng/XctnAXjU4fEjLjtIdIkFpRENgip5HnU3kfnUZkQnYUt03KIiu66zX0uQN8/MhmHE1eeo+JZ/T5qgLe1dbKvNuuw+NoZ+D0cxh78ZWndG1+joDfz/JXnuXgRvXceowYzYQrrjvleeix+I8k0H0+HyaTic8//5yzzz67c/mll15KS0sLS5Ys6fYdr9eL13s0s97W1kZiYuIvnpgsKwz/Yg2lYXZEJUgP8oingohWK2llSWQ1+Kj2FVGlc+CXVDeyZlMIO5OyOBSVgCIICIpMblUJQ0v2Ey4EsNjDsdjDsdls2O120tLSiIuL4/COOlbPz8fnDqAzSIw+vwc9hnZXL/iCPnbX78bld2F+bj7mb9ZjHDCA5AUf/ile2bXOWjSihlBDKA2+ICM359EelEkSGxgur+SC7JkMjf3j/EZ/DwI+H5e+8Tbf9xqBRQ7y/YheJBv1KAEZx/pKWleVgV/GpShsbg/Q1sGb600arBFGTBofyqbV+IMiNTFDUQQRQRTIHRlLTJqNol31tNS6sIQGaSz9hqbK3QDY40Zx7v23EBJqoP2nCtpWlUJAAVHAPCgay6h4gqEiXx76knZfOxfmXIhJYyTwxQ1o9nyELGppnvY6rclTKap3EmXV0yfBzpYWBzN2HgJgUb/031W+9FvQ+l0J7avL0afZsF2cy6alRexbU4kiq492RKKFjIFRRCVbsUUa8boDBP0ykUkhSCcpP/w5rt1fwpK6li4Z0CPI21BNXKYdW+QvqJv5zxpU/do49VtjlKO1ielr15NvTuTZfdsYWZmJ1JHUUyQPQa0Tj8/EgfQY7BotTSVNtNY6CPhlFEFC721B5ymnObQ3AhIkVlIdLGPBsMl4tHqeSAjl8sxkgsEgTU1N1NfXk5+fz969e1EUBbPZzBVXXHFcv7JTgt8NPz4J659X/99nLkx/Tp1sngRyUMbt8J/Q2ifo97P79Su4LOky6qzhTK/N47VZs0+q6gHw+1tZv2E0waADGRMiLhraMxix8T5QYFXVB4jResZeejUujZ4vv/wSr9eLJEkMGTCc+i0mWmtV8rbMfoCUCWaun3T5r74sfyQam9ZxqPBxHM6CY5YKHPHPVCFitw3Ebh+ExZKNKOrx+Zuor1tBY9NPKAj8s0aPT4rkifC/ULV1J43lZbQ3dm9GFRafyJCzZpM9cgyS5sQq1uJd21n85EOgKJxxy51kjxxDMBBg/l230FhRRu8JU5h8zfFLvo+HZqePC9/eTHV1BTcbv+VS3Wokb0dyJiwdhl5HsGg71V//xA29RIpjRb6vrCNq9vzOBObLSw4gL69GQmDy9b3I7HsSBZGiQF0eHPgSfE6Y8tiJ1+3Af2OM8ga8jPp8BWXRyfQq2c3gyu/prfUTb43DlD4CU3w2oSEhmPPyaP18Ec5160BRkMLDSVn4CbqfkQguVxnfr5uNSdNIkzeJsyYsQqf7f1P6fWdBOfOrGhnWspvFefcj3raHhkYN37+fR0O5g1itwBCzBlkSCL2lPyHRp5ZUPoLyZY+TuP0pHIqea/qPZm9LARNjx/HwgPvxul14nQ4OHzzI+j378AVlUBS0LfUIgQCK0YxBIyGXH0YM+JEEDVPjr8CiDaWgdSuF7GFH1Ai+88SBIDB3UCL/OLsn+l+h8mpZXoxjTQWacAMNA1uZv+hTDqbk0G6x4dWHkFFeT3xtHv1GZ9I3fTDGECs6gxGtwYBWb0Cr1yNptPg8bpa9+y7lG79HAKzRcSTm5HJ4+xY87W3d9usPCcWTkM5PmX05EJdKjuLn2UA9FQf2YjCbSek7gFVvv4qrtYWMmATOeOgJNKF/ToKlfX0lP60t4ZrBJoKiwFNZCb+5kekRtDW4WfDQJuSAwhk39iGl9+/bHpxYedVt3/+FMQrgy+WDCdEftTSSZYH29kjM5mY0GlUs9HHebFaVj+axKcXE8iKKEkSvi8Zq7UNzyxYCgVYiA0lkbjiAsdO8ojuUwdfQNuh2rJHRfyix5Al4+Kb4G97f/34n0auX9MzOms3lPS8n2hxNSWsJ962/jz31arJNI2qYmjKV87LPo09En+PeI0eqaRAFom/pjzbmFOLY5jdh+Z1qVc7N2/8we47yivkcPPgwoOD366it7c+Z0x+htPQfNDWvQxSNJCRcSGLCpScUBZwKKjw+Bm08gADsHNGTGL2WgBxgceFiXt31aqcgqmd4T24feDtDYk/dskNRFBw/VdD6bSnICmKIlrBze1AcrOHrr7/G4XBgMBi49dZbMZ5AzXmi7X5d/DXv73+foBIkxhRDnCWOZGsyfSL70DeyO3F4Ijg3bqTs8isQTCbss2bhdblp/no5eo+zc522lCxSLphN+JnT/7T4ejz8p8Sofycf1dLeyqgtm6kXo7AqrdzBY8Q6mmiqSaOsNoNgUIdO0ZAdjKdRaKdSakKvKPR1ZKAPJiIBetFDrNaFRlArvDalV3NTRhahGolzY8K4ND6cdNOJk80lexv4+pU9iKLChQM/wqptBFmtcEZRVFJXEEAQ2VMusHKP+lmfiVOZeOUN/zYSXXb5ce9vRBtrRpeg8ib+mhYa3t9HsFlRFeZxFiSrDl28BUNuONpYc9fY52mD10ZAazkMukKdl3aguLWYRzc9ypaaLcfdv4BAVmgWE5MnMi11WhfCustxKgriyd7JpRsg/2tIHKIq0Y+peJHlIB6HA6MlpPO6+oN+9jfuZ1vtNopaiqhz17GrbhfeoBdJkHhw+IOck3lOt908criKV8rqyDEbWDW4B9Lxjunrv8LWtyGiB8q1a/nk8GKe3fYsnqCHUH0on575KTHm7pyloii88H0hz68uJBhuIDTBwhnth9BXFKLRaJgzZw4xSal8sqWMhVvLOVyvxheDVuThGT2ZMyix83f5YUE+B9ZWYY0wMPf+IegM6vxyxavPs3/NKiKTU7nw8WeRNL+9D46iKOz4Zgk/LZiHHAyiM5oYctZsBpw+A+1JxHc/x38kgV5VVUV8fDwbNmxg+PDhncv/9re/sWbNGjZv3tztOw899BAPP/xwt+W/dGKBgIcbvvsXuwy9KBNSuq+gKIR4XGiDapBo1xvxa48qwLMbihlZtAedW0bhxA9Jr169mDhxImJAz8p3D1BTpE76NToRg1mLJdRAaIyJsDgz0SlWIpNDCFaUUTT9TAgGSV7wIaaB3Zsv/BnY0Ozgor1FuIIyQ21mPuqT9rvKav5IrFj6BVcb4vBr9byYGcecBJX8cDR72fldKYfXVxGOQrVfwRxlIndkHEm9wgg7JnB6Dx2ieeGnCJNnsn2bj+Ld3UtsQH3Igp5NBDxqk0CDdQzTbrqM1L6RBBrdtCwrUr0wOxCIkGkLaSNoMhDmj8Fd7WS120kP3mWC5iuCisDDgUv4MDgJGZE7Jmdx0/hM/tbRUDRGp2X5oExi9X9chcHJoARlqp/citzuQ39GKiu/r6C5Rm3Ak9IngqEz0ohI+OXy0F/C7nYXU7YdRABWDe5BT8upDxZ/jv+UQRX8+jj1W2MUwPMPPMThECvhzjYERUBUNEgIiAhICBjRYg9aqXeZEAJmpIAJUelKbMpCAH9iIW0+lRD9Jn4AZRlJZJr0rBmSTbDejXtfA+79jQTqXAROs/NN0U/U1tZis9m44oorsNm6Z65PGdvmqS9oJQjhmTD7HdWG4yRQFIXq6mqKiooQBAGtVovP58PhcHBg11Ya/ALzRk5DEUTOVhbx+vhHTulQgkEXzY525ryxhjv7P4hO8hG3+wasttF8ue4ZPE4HAKFxCehsduokI20d1Rg9MzMx+3I4vLkRETUupvaNoP+kJKwRRgxmLaJG+Lc1Bq6pWcL+A7cDoNFYsYb0oaV1K7LsxWLJJTpqGk3N62lu3njS7SQm38Q9+9Zi2lJHv0P2Lp8ZrTZskVG42tpoa6hTB9JASEQkvcZOoueYCV06m/t9XjZ+/jHbli1GkWX6TJzKpKtv6vy8Im8fCx9SlTvn3PUgaQMGn/L5trhUEn1/VRuR+gDvDiqjd4wJ+l/c6T+/unQ1t/54Kym6UJaNelZVBAI1rR6e+vs6Mnwi+kQzV933xyeG/xtjlBIM8vBzd+IMNZHqLUWj8WEwODAYHWg0PkQxgNtloyKvF+HlrUTW15MQG0f2X2/HmN1VOejxVPPjhtloqaHaGUOv3h/SL+XP8zz/JZS5vIzduAuXqOfR4G4mRJ3Bt2/tI+iX0Zs0jJyVQeiWagK1LqwTk7BOTP5V21eCAfY+Ppo+wf0skEdRWiSj9x+dhPpCo/BGJ4IgIHrdGKqKkbxusoadxugLLsMWFY3X5SY/vxDt5jqspXp8godvGxbgalPHNo36CHpNPYu5c848acLreJC9AWr+tQ2X08+jCbV82yMN5WeTZJPLQWbxfmLrKkmsKsbefvJGcX5Bg7bDdgzAHBpGj2GnkTlsJLp9edQ88ACCKLL/b3dze3wusihy1q61jI4KY9SoUSQlJeHJy2Pfk4+zxt0EgkCvoMTEdz7o5qP/e+EpbKbh3X2gwGeTonhKdGMURb4f3IM0029XYa6ct5+Dm2uJ7xHKWX/p97veF8HWVuqefQ5BpyPmvnt/cf3/xhgF8MGHMygOiyK1oZrW1mhaWmIIBnVIkp+IyBIUWSJYMYv0SX0ZnhtJe/seyqruxhuo6NyGwSMzaGczer9CsZDAh76xWOMyuWV8BoLPAQ2FBH96hmUV2Rx2RGCy2Unu3Y/47FxiMnoQmZTyh/j2y4rMmvI1vL33bfY0qES5VtQyMWkiP1b8iDvgxqgxcm7WuVza89JTsvps+OAAngMqKRV1Q18E7QmOs/GwWqG16XW1r8gZz8Lg36YIPBFqajaxZestmM2NXZZLkol+fedhtw/63ft4ubSWR4uqGWG3sLh/V7Wty+/igwMfMG/fPFwBdV4UbggnOzwbraClwd1ArCWWuwbf1U2ZKXuDNH9+EPdeNf4ae4VjPycTqaMPhtvt5p133qGhoYHx48czevTo4x5fq7eVwy2HqXRUUueqo9XXyvba7Z2JkePh3qH3cn72+ad0/v7aOopmzEBube2yvCFEYG0vgTW9BZqijFj1VuLMcaTaUsmwZ9Avqh85YTld7G3+aPynxKh/Jx/lcbu5bcWzbLAO4NKajwlW2XE6QwEBURHIDSSQ4NIR0LZiTLSzuqEcp+AFBSzuKCbot9FH/x2SIOPWjKax+UYgiCvuTZJm3IIhZdgvnq/ibGTpI19T0ZJApuEnJtufO+n6+1uiWFGdBQiMmHMhw2ed2r33W+Gvc+FYV4lrZx2KXwaNQPhFuWjCDDS8s5dgqw/RpCHs/GwMmb+Q8FlyE+ycr1axXre+W3Wpoijsrt9NrasWh89BlbOK4tZi8pvyKW8v77Juv8h+zMycyZSUKb+qh83PIQeDlO7dReHm9RzevgVXawuipMEUFkpbvIafLAWUhDTzc7pxcMxg7hlyD5mhmcfdbrM/wLCNB2gNytwphjBNa0Jv0mCy6rCE6jHb9QieFnhpELgaoO/5MPEhDgddXLb+XSr9EhMiYnlh+DWdTV5lRaHC7eX27/LZ2OYkGGWADvsvTTDA8JI8nppwGmmpR8fviqJwoLqNJ5fns7ZQjY/nDU7k8XN6U36gia9eVkWrx1q3HDtfPP+Rf3V6/f9eVB3MY9U7r1Ff0pGINpvpNW4y/aecgS3ql63Z/s8Q6L9Zge5oZ/WCKZDSQNHBoew2jqbREkGj1kil2UqTvvuDICgKGcUHGLdrFTfEHCDmwmcIJg7H6XTS3t6Ow+HA4XDQ2tpKbW0tBQWqKlAURXr37s2wocOo2Olh2/IS5MDxL6GkEUmjgLjVr2AbNYLEN14/5ev3R2Bbq5ML9hymLSAzJcLKu71Sj5+x+jfC1dbK2Z98yZ7MvuTgZ/VYdQB1cHMNP31yEJ9HtZ+ISg5h4NQUUvtGnJLtRFVhC1u/Lsbj9JPSO4KYNBsttS7aGtyExZmpPbyGncs/AkAyDCSldzhKsJmW2hq0LRKZ5gHEm48ftI6gTSomS3oEjVjHYTGFRzznskbuyw3jMrl2fAZn7jxEgdNDH4uRLwdk/uYu1KcKRVGoWV1OcGUpQa3IKmcQjyuA2aZjwqW5JOb+cWq/C3cX8X1TG7OjQ3k599eRCz/Hf8qgCn59nPqtMcrtd/PZFXMJimHUxkTjOUW1SlDx4jUEibLHk2npQ3HtflocDeh0OmacfQ7nflZG6/BIZK3I06Uy4/Kd3bah5Fj4omUtTc1NhIaGctFFF/12JTpA8U+w+Bpor1a9pc/7GDIndlvN6XSyY8cOdu3aRWNj43E2pKI2zMYXvcch+muJrb2XH+b+8Iue30dwx2e7Kdxezf3p39GWvgStL4rhp60koMhs/Pxjdn33NYqslrAogN8egTc2BQCLo5o9hiLSxGlE1ffleG9CSSuS0juc4edknFJ1xW9Ba+sOduy8EFn2ERszi8zMe9Fq7QSDbny+JgyGuE5ixu0up7l5Iy0tW3F7KpBlH4KgITxsFFFRUzGZ0ln65jMcWv0jAJ7+kVx69h1EJCRjsBwdWHpdTnavXM72r7/E1drSuTw6LYPkPv1pb2ygdM/Ozs96DB/FlBv+glbXlWxa/d4b7Fy+DIMlhIufehFrRFdP5JOet8vP1fO3saVYTWDeMj6D2ycfbXbz5JYnWZC3gLk95nL/sPs7l9/31jbitrehAOfdP5iIhD++4ue/MUbJwSBffTEcc9iJn1V1+yby8kbR3qaSOaH2MAYOGsCAAQMwmUwEAu2s2zSLoO8wta4IAvZXuOS030+U/C4c+p55qz/gnszbMABXfdNKaHuQpJ7hjL8kG7NNj2tPPU0f5SPoJGL+NgjJ8uuS4Fs2/ohp4TV8W53JkZlRQFBQ4lLxWFVlcpTZyIj+/YhJTSM8PrFTKVPT6uGSdzdTV+vkUyyYEPi74Gad7KJv6x4Gt+5EI6vq2pCISE6/8XYSc3+53whAnsPNA3kl5Ne30qbT4+1o7Dwl3EqE3MDqvctpCR+L23iUtBYUmV6lBQzfuQZ7XRXKkV4CQERiMlFTzuOWlQ3kOA9xRS8jfYcPJ7lPP8Rj7C6qH3yIloULeeiav7Cm/1B6+l2M3riSI1OOzKgo+r39DqLLxeHoMApi1IlWX0XHuHc/QLL8/sQ/QKDRTe3Lu1DcAUyDorHNzGDO7iLWtzgYZDWxZEDmbxoX15a08fmT2wA4955BRCX/tjih+P20rVhB7ZNPEWxsBFEk/btvu1V0/Bz/jTHKHZQZ8fUGqkMsXLA3n8GSAbPNjtFowONzUlZbRH1LJWJQR2jDQERFJQcFyYs9bS1huhKG+FZic/iQ4gbC2HvJtwxmxssb8AVlnpvbl3P6JyDLQb558DoKDlYf9zhs0TGMu/Rq0gf+MclbRVHYXLOZ13e/zvba7Z3Lh8QM4bHTHuuuGPS51F4fFdugehfoLDDwckgcTLDVS+2LO5GdfsyDYwidlXnsjlS15PoXoPDbo8sTh8Lly/9Quxp3fhPLlizlgLuIrIwG0rMqcDj2I4pG+vV9h9DQP+baTdxawD6Hm6d7JHBx3PErQBrcDby++3UWHVxE4Jik3xGEG8J5btxz9I/qD0CwzUfDvH2qpagkYJ+RjnlITLcE2Z49e1i8eDEmk4mzLz+bclc5FY4KPAEPDr+DbTXb2N+4H4Xug0ujxshVva8iNzyXGmcNFe0V5Dfls75qPZIg8erEVxkRN6Lb91o8LVQ7q8kJz+lc9v2BZXz58T/JPNQICmzIFTiQJKD8QlwL0YbwxKgnGJM45qTr/Vb8p8SofycfBbD0y9co29aMvq4RvcaAJKl/oruN+vZCAvphaPR9AJAFPw7rIbxGVRRlMBgYOnQoYWFhbN26lZrKKmIDYeQoTgZo/oVhwHkw7EYwR6jPvahRn9sjv3VDIcyfSX2DyKeNzwAiEye00qNHAESRzqpWRVF7BAU8sOZp9pR4WVmThShJXPTkC0Qmpfzm6x10+vFXOvBVOvBXtuOrcIACukQLigyevMbOwlrRpEF2BUASEPUSsiuAJtJIxOW90IQdVRI7W70UbKrB7w2SPTwGW6QJClbAx3PVc7r8G0ju/rycDPWuejZUbWB58XI2Vm9E7hjnWLQWZqTPYGjsUPY37md/437qXfU0uhtRUJAECYvOQrQpmmRrMlNSpjAweiCttTXsXrmcvLU/dJlXHQ8evYycbCO8RwZRaRmkp/WmX3T/EybhFVmhcFstj+8sY0WWDimocMGadlLqj8YzrUEiPM5MVnwlPQquRSe6WR82mIdz72GPdHTOLwAhGhGTKNHkD+D72eTX5Pdhdjupt6pjshyzgYvjwpkdE4b1GCGuLCu8/tNhnvnuIEFZ4by+cfTY5cTV6qPP+ARGzckCIBgI8OHdt9JQXvqrK5ZPBYosk79+DRs+/4iWGvWdLYgi17wyD0vYybmO/0gC/beUzPwcp3pibm+AJ554mJlrF6GvVNBZ/SRPaEQTGQfmcGrcbsoVPS5Rj4xAvLeO0PZGlpdmUu+1IGk0jLrgcgacfuYJS1eqq6v57rvvKC4u7lwWHx9Pr569SU/KRvGLtDW6aa520lDhoKa4DXebDwCDu4H+Z6STMSEXa/ifQ8KcCNtanczadQivrHBtYiSZJgOfVDcy1G7h/rRTa6DyR0GRZV5583UezRoGgshX/dPpZzLx/Qd5HNpWB6jE+bBz0knoEfqHH9uP899l+1eLj/+hICLoY4mz9CTLkIwRKHaXsjG2J+dYbUTVeSCogChj172LhS8BqFAiWBgYS/vA67l0Si/O2FlIkz/IOVF2XuuZ8oce/xH4vUH2rakkb0MVOe1eIrUiBz1B8jwy0alWTr+u9wktM34LtrY6OXNHIZIA64bkkPo7FFvwnzOogt8fp071XGRF5pq7LkfRbKMsQsAd7MOAw9FMczRirazAFxTxhMfjzB1Fo+iiVmoieIJtGY1GLrroIqIkO1ve2MWKOA1vZejJaguyYLMbY6YdY68IZG+Q1uXFEFRw2WS+1myn1dmG0WjkvPPOIzn5dyRCnI3w5XVQ+J3qK33RYkgZCUBDQwPr1q1j7969nX7sGo2GjIwMdDodfr8fneLFXLWBqLZdLO5zHm+GjiXKtwOl5jkeGv4Qs7Jm/eIh/HSwnr+9u5X3sGCSfBSPuZuAphmjMZn0tNuxWvvjbG3BUefB0+7A43Dg87jZdiCfOm8AIeDHVHwAMeAnNDYJUReNPxCD353ZjUwXNQL9JiQxcGoyOuMf1yjY7a5k67Zz8PsbiYiYSJ/er3U2jv0tWPvRe2xZ8jkIsDm3mbzkNi7MuZC7Bt913Hjq93k5tGUj+35YSdm+3d0+t4SFM+HKG8gYdPzJbsDv55MH7qS26BBxWTmc+8DjaH7BfqfL/oMyTy3P5+116nv1ixtG0D9JHbSds+QcDrUc4pkxzzA5RbVuKWt08cqD60kKSET3C2f2dade6gyq76V4CuWp/40xCmDPvrtpbcrD1eTB2ezA2xLA26oh4FEHzbGD6zGE+pBlgbrKXErKc/EH1EmO3W7n8ssvofDwLbS2bKTFY2Vj2xM8PXfKv3Wc0Q3NJfD2RGRnA2cOXcx2Qxjp1T7+4bMw7uJsxI5EtyIr1L2yC3+lA8vIOOxnpv+q3ez94Tu+e/1FAGLD/OTPGUTZ9kpSHCkATJo0iREjRnS7FhXNLi54azNlTS5uQc8c9BwgyDWoydDRWZE8PT2d4nWr2LliGa7WFgRBZNisuQw9Z05nGazH6eDQ1k0c3LiWutJigoEAO1NyWTF0CoFjSmWjPDIP+gzMOiuXv/zwF74v+55ZmXPJtl/J4o3lFIcIlEeq62sEWNg3naEWA3LATzAYxGC2IAgCV763le/z65jSM5o3Lu6eIFGCQT576lluGT4JMRjks5pCssaPZsPWrezetQtZUUgoL2ciArEPPcjGpYvY/tMqAAbrrIx6bz7C71T5yr4g9a/uxl/jRJsYQtQ1fRC0IuUeH+O25OMIytyXFsvNySf3Bf05nK1ePn9yG45mL5mDo5l8Zc9f9X1FUXBt2kTzp5/iXLsO2aFWS+nS0oh56EHMQ37ZZuK/MkbJQW5e8DyfJUwg0tvE6l3XEZkyGHLPBnsSPlcbr3+5gSaPgt4dTlhbClrBR1DR41NUIdWgPvUMnRoNqWM6SadXfjjE098WYDdpWXHzCHYueIMDa39AFAXOjNuH3miirMfNVJdVUl1YgM+tqpljM3pgCQ/HGhHFkLPPxWT9nZUTPidbd77Dx0VL6W+I5MLEyYhhaWBLgIAXDq5Qx1wV26AjodYFsX0hcSgeZSANa9WmvKGzMzEPioGqXfDd/VCytmNlATImQL8LoMcZoP3j+g94S9soeGsDX0ibUASY7h1IrDkCOaMRc1Y8of1/X7XGERQ6PYzako9GgD0jexGmPfnYzOV3UdhSSEFTAYIgYNVZeWPPGxQ2F6IRNdwx6A7mRM2k4Z19BJs8iBYt4RfloE85/u8aDAZ5/sXnaW9tZ3fYbg7ZDh13vThzHAkhCcSYY7DqrIQbwzkz7cxuqndFUbh//f0sPbyUEG0Ip6eejl6jJ9wQTqw5lu2121l6eCmeoIcZ6TO4Y9Ad/Gvrsywt+hIAOWAm0ziVG4aPISssFZPWhFbU4vQ7afW2Uu4op7ilmAONB9hVv4sWbwtaUcvz455ndMLxFfTHg1/2oxV/eZz3nxKj/p181LFwt7ezZsFC8td9S9DvBjQYo8+iSknCL8vIksDoEfEMHR5Pe6CeFStWUF/f3W7xCERFJlGoJIkqImgiiSpCaQOtCfpfBBmT1HmZqxFCU1lvf41dG90IosDUa3qR1u8EAhdHPconF7JkYxuHHRFEp6ZxwWPP/eoqm6DDR+vyElw7ajlOzqgLDDlhhIyKR5dspWlhAe49qpJZm2Ah4vJeRys9HD7WfVrIoW11yB22tAiQ1tNCv8Z7iVW2wvCbTsma8WSod9Wz5PASFhcu7qZM/yWEODWMKoghskZE6BBPeHUydYngT7dxwFiFu60Ve7uWoa2p2Mv8yN6u8VuUJHQGIzqTmdR+A+k3eRqhcUkc3llH8e4GKguacbf7CQqwZKyV/VEadEGZiUVV4PfRKgnUWU04DHpim73EtYoUpwnst6lJRUvAidW7nxp9GrKma6JRUGTsLgcJzfUkNNeR0FyHRhBQJpzB+wEt7g4RWpJBx8pBWdh+FmeX7a7i1o93Ms2pJcevwRpjYvKd/Ynu6C255/sVrHzz5V/dM+vXQpFlindtZ8fypYiiyMx7uleQ/Bz/kQQ6qE0bhgwZwksvvQSok9ekpCRuuummP7xpQ3Wrm1uf/ZrbljyJ3eNEY5FJHNmAIfTn2WZB9e012PH2v4rlWx0c3q5mH5P79GfcZdcQHp/YfQcdqKioYMOGDeTl5XUqaYxGI2PGjGHQoEFoOkprFUVhy1UPsTfYB6/haAlKeLyZtH6RpPWPIjzejDcgYzhRid0xCPiDlO5rxNHkxeP0IwdlREnEbNPRY1gs2pN0XF9c28wNB0q7Lf8tE4ffCkVRWDnvdf5mTqQmKoHTDQJv9O/JN6/tobKgBVEUGDw9hQFTkjsntH/GMaxf+CH7ftyNx2VGbwpHMzSN+UUeKnw6ZEEiLdLM1cMTaF/wOO0NdQw5+1xGnX8p/joXzV8cwleslslF9NmGofQ56PDu/SgwjjU97uei07OYu7cIGVgzJJse5j9uUKrICgWba9j05WGcrT5CJYHRIRoUoDQ7HGtyCLmnxaE5hfvplPepKMzedZj1LQ4ujA3jmT+gSep/yqDqCH5PnPo153Ljgh1srV+FJ/RjFI7GJZsmhGGeePa3FpCuGcDfqi5HREQzIAx5ZCiNTY0UFxdz6NAhJEni/PPPx9qqpfHDPBRvkBaNwrSxIfgkgSW5qQyNPjrY95a10fRxPsFmLy68fG8/QK2nCUmSGD9+PMOHDz8lQvG4CPhg4UUEC7+jTpNM5ZD7KGqhS2yMi4tj8ODB5ObmotdqoOgH2PEB5C1T1Q+SjtETVnHQqzA3pITV+/9Ohj2DRTMWnbThU7vHz7Tn13JXi0A/NOiSQpBmt7O/4K/4/V0VtEZDEjk5T3Yqnvx+Py+/9jKtTa3IQQ+hrYeJSS0hPLsFRIU48yNk9J+NHFRob/Kw6cvDVOSrdgbGEC1Dzkyj56i43z0B9Ptb2bZ9Di7XISyWHAYOWIhG8+u8l4/FjuVL+eG9NwGYfO0tFCS08fBGdQAxK3MWDwx/4KTX1NnSTPHObVTk7SMkPILEnn2J65Hzi4R4S20N8++6BZ/bRWLPPsz4670YzL9OPfrXT3ezaEcFM/rG8eL5/Wl0NzL207EA/DT3J0I73qEPvL+T6I3NKMClj48gJOzU4qvb7WblypVoNBqmTZv2i+v/t8aoR746wLLdVdw/PZfpvWIoz69n98rNNJZX42hqJijvJ2HEPkIzVb9rOSDSVp9KizMMQeMlLLSOEFsNnoCON/ffyQfXXozt581d/51wN8M7k6HhIIGo/rzU/Dj/HGZEEQVWDMikn63r8+YpbKbhnX0gCcT8dVAXBdTJULpnF4ueeABFlukXWsW46MO8YbmJWqcWGZlD8Yd47oLnuhAmiqLw7f5aHly6j9o2L/1sJl52aCGooLugB3KyFUGAaIsWXE3gasDfUs33X37H/u37ALCEhtF7wlSaqio4tHUjQb86KfPoDKwadSZ5mWqCKaXsIDMaSpk6+mzCFtegAYzXZDBx3TTVL3jGYjJDM2lv8vDVy7vZ7/KweqCZoggN2WYDqwb1QPOzSsDC2namPP8TsgKfXDOMYWldlT7uoMyYzXmUef2cu+prblj0IVJ4OIrHQ5XFwtrRo5AliT69enHOLDVhuvqFp9m18SekoMyZA04j/d5ftjI5GZo+O4hrey2iRUv0zf2RjhEWfFzdyG355VgkkW3Dc7H/Avl2BH5vkC/+P/bOOz6qKn//7zs1M5kkk0x6Jw1C6L13FEUUFFBQQey91y3uWlbdVdfexYaooChIkd57DZBOei+TMpPp5d7fH4OBGAIBcdffd31eL1+SmTvn3nNnzuee85zn83xePUxDeSv6CC3XPD4QP/+u/8ZtBw/S8Pob2A4ebHtNHhJCyI03EHLLLchUXct8+F+MUR63m/cfvIP3J1yLMSSCyY27+SLrqXaZ8FVEsJBrEZGTpLVwyfC+RA6ZzoljNtYvzAYBpj/oSy0XvV4cllYsra3c9nU2J+paud66Bb+mcgRBxhX3P0Lasb9A7TFIvQTmLsXldLB32TccWr0C0XtqHheX0YdZf3n+/P2DPS4fKX58qU9R6XWe+zMAAdE+z93o/j7V6fGl4HWduqee6zB7bgDcGPQfoXH8BEggV0P/632kk+H8Ngm71B2jnfr3MlnjOkClvIkU/1jGmdLBcyqLRds/HP2MFGRdKIJ8NjxfVM3b5fVMMgTyZZ+k8/68u9ZKa349G09soKapimBPIEMcvdG5NHiDZGjmdyMsqqPQrNHeSEVrBTmNOXy/5Xt61ffCLrdT1bOKqNAo/JX++Cn86BHSgxHRIzpY7+TWmFmRWc2WvHqm9oni/omnsgRcXhe3rr+VI/VHznn9SpkSt+hGkgQ8TeN4dNhd3DK8R5fmpm7RzRPbn2BD2QaUMiWvjXvtnEp0o93IC/teQKfU8ezIZ895jt9TjPpP8lG/hMthp2DPLsK7JRGemOTjq77OZH9pEzF6DWvuH02QVokoiuTm5rJr1y4cDgd9+/YlKSmJ46v3k1ddiFlmb9euDC9Xs5ZetC/KTVQ/uGEZksbA5i9yydtbi0whcNkdvTuv02FvwfL6SD47FotTVDLy2hsZdvW1Xe6j9XAdLT8WIzl8MVERqkEZ7fM2V8boEARwVbQi2jxoB4SjPK3OjCRKmDeUIVrcBF3RDZna9yyuLTGx7sMsLM2+mBiZFITKT055zinb3QhtBX2vm0TSwCjkF4E7EiWRvdV7WZK/hDJzGRmhGfQN60u0LppQTSgKQYFH8mB2mqmz1XH4xG5k32SitftiWUWYjYJ4C5VhdqTTLicpKIm/DPsLgyMH43G7qc7PpezYYaoL8qgrLsTt7FiLQ66KQpAnI1MmIcgMqDQKBlySgF+ym1tPVFHqrz9nf2SiyOSWAh7Jf50Gycqnfv0wuJMQBB1uuQI/twt/pwN/XQDJifHExMQQGRlJZGQkGo2GZreHZXXNvF1WT63LzbxoA//q3pEjXfTJMcz7jbgFieUzw8mTeUnSqBkX7I/mszfRFucxbt6tDJw6/UK/mvOCx+3ukpjrd0ugL1myhPnz5/PBBx8wZMgQXn/9dZYuXUpeXh4REecmbs+3Y40WJ4/+ewU3Ln+TKFsjokJB9P3XETxtGviHgV+gb6futIeLJEkc3fAT2774GI/bhSCT0WfSZQyednU7P9if4fGKHK1sYXt2JXm52WjNZQQJvh++V65mcP++DOzfl6CyMipuvgWP2h/HXz6hosxNbZGpnbLR7idwRHIRmhzIDZenMTjl1AJEkiRsZheNlRYq85rJ3V2Dw3oGxQGgC1EzenZa57uLwCsltbxSWku8n4phen+W1voIoY8zErkiXH/Oe/trsff7JbyWV8K24VPwR2LLgB4c+CCb2mIzSrWcqXf3afNK+q3hsntY9MJ+HA0OTILINwEuDOFaHpyUyhV9opHLBAoP7GXFK88jkyuY9/JbGGLikCSJluWFWPfVIvNXEnF3OvLSH2DlAwDc5HocT9Ik5EPCWNdoZkFMKC+mXZzq7JIksf2bArK2VQEQEKJmjF6FosmBdmAEIbPSLsp5Tkez28NDeeWsNZpRCQK7h6UT63fmxZ3o9XZ5t/r3NKmCXxenzqcvbq+IUi4jsz6TdzPfpdRcSq21tl1655XJV/KY311YlpWA5PNdDJ6Z5qs0fhLWw3U0f3cCRAkpTsfVFTXU9NLjidGe0WJHdHoxryvFsrsaD162KrMplftUDgkJCUyYMIH4+PguTbolSaK5uZna2lrq6uqoqiinvKQQl9T+u09LS2P06NHERUdB2U7IW+MjzVurTx2Ueim5w59gfJnc9/saEs+s5ZdjcVt4fdzrTEyY2Ok13PvVEYKPN3InfqCSEfnAABQGDR6PlfKKT6isXITXa0GSPEiSFxCIjb2RxIQ7UasjeH3bK7iyjpAYXkFISDWCcOo7MFUaiEl5naTUVEJDfZPN0uON7F5WSEudT3k2fEYyAy69cAW/1+sk8+hNtLTsR62OZNDAby+okJbH7ebE3p3k7tpGSeYhkCRGXTePoTNmA7CicAVP734aURKZnDCZF0e/iFp+8bJTfkbZ8UxWvPIP3A47hth4pj/+NPqIc/vP/YzsahNT39yJQiaw44nxHG3exmPbHiMtOI1lVy4DoLrFznN/20Evp4KQ7kHMeahr9URycnJYs2YNFosFQRC4//77CT5HIa3/xRjl9Hi5/I0dbcWBRiQbeHxKD/rF6QEQnXakygNkblxJftlBdL0a8I+0d2hHkgT27ZtH/2m3cXnvqAvv9K+FJNHwwZ1YS08QE9rIkW6LOLDByKpRARyJUTI1LIiFvTr6sjd8fBxnYQvafmGEXHdun8am6iq++svDOK1W0keNI1WbT01FKZsZCUiUBO/msL6WVEnJV/0eQZ5+NTtLWvlkV0mbf+Qwg43XdTo8ZTpUAfWExS1GsNaBpc6nJjvNQgUg1xTGtvokrJ72z2NDbDyeMZfyTnAiNV4JOXB/RCD3xISgC9ID0PhVLvZjRloinczRP0S6IZ2l05a2teGwuln51lHKqlt5Z2oQdpWMf6TGcEtsx/nlX5Yf58u95SSF+rPmgdHtxCAvFtfwRlkd0SoFK2sLsL39Np4aX3qtzN+fpquuYr0kIkkS06dPp1+/fkiiyFcP3kltXTUhFjtXP/AEQZdccs7v4EywHqiledkJECD01t74JevbvS9KEhMP5JNrdfB4t0geTjx3vPK4vfz0/nHKs5vw0ymZ+cRAXyp5F+A8cYL6V/+NZetWAASVCv2sWQRdOQ2/3r3Pm3j9X4xRAPl7dvDJF5/x5TV34ZUr+JOYy/0Fb/sKRKv8QR/PQb/R/JRlxOv1jZv09HSGDRvGiS2tZG3+BslThFzpwe3oGL8AlH4apj34BN36D/IVoP5grI/YnvoqDL4V8G0cV+Vl47Ra2PHNF3icTsbeeAuDruhY/O2MsNTDwU/gwEKw1p96XZ8AaZeCIPP5lLeU+wrkiV7oNga6T4Gk8RCS1G4ti6UeCjdBfTbU5yIZi2lquAa7dyzgJlT5HH79kmHi06D/9UKYM8FttGP8+Dhl5mrWqjKRyWTce++9BAfocVW14shtonVHJYigiNASdnOvdptaXT6PKPF8cTUfVPjmse/3TGB6xPmtH21HG2hamu/LLP4FylTV/Cn+LZqUJnRKHUlBSaQb0jH4GdhWuY3sxuy2Y2WSjGnV01C4FMjlcgYPHYojOIV9FVb6xAYxa2AsitOIvX+tzePdrUXtzvfMlRnMH5HY9rfFZWFV8SqaHE3YPXYa7A3UWGowaAxt3uiPbXucRocR0eOPrOF6Ppw1l+HJ52fNeDqJLhfkPDfyOaYlT+twnCRJLC9czisHX8HsMqMQFKycsZLYgP9/bKb+03zUudDqcHPFWzspa7QxJSOS924Y0OkaTLR7qHv9EM3mFhqSPJgjRaqrqqiprUUQBKaP6E7fykW+tVbiaLjuKx/fBYhekfUfZ1N0pAGZXGDyzRmkDOyklkLBerLfvYe1Nd0RBIEZT/6dbv3OPs+WRAnT2lIs2301JpTR/uinp6CO/3X3KH9vDZsX5SF6JYLCNUy+OYOIRF+bjT++xdEt1eTbxyHiI0n99Wp6jYkhY3Q0moD/TA261iYjS/7+JKa6WjThBvrfMZ/Y+FRkMhkurwuT00St1fcdTYib0Gm9AbfbTV1xDS6bnZrCCg7/9BMuawGny/hVGh0x3XvgDgknt6Yet0zOnqSemFQaZF4PGqedsOZ6/B02mlJ7U6HSEmZqpF/FCXSujuS8R+al3B1GPXoenzmaCX3PXqNoV3Mr12T64tb3vZIIymulqqAFQ4w/CpWcnUtPAPDhEDV13ToKwdIrCnjq0okMDQlqU7BLkkSl002lw8XAQC2q/1Dx2tPxuyXQAd5++21efvllamtr6devH2+++SZDh3bN++xCOtbqcPPMV3vp/fm/GVKXh1cmJ/jd94kZN+qsn2uqrmL74k8oOuhTo0uCQG1QEn4BQURpZUgqP8q8ARw1K2mU/LDJNbgFJV5BToqikX6KKvyFUwS3n8tFRFU1A1OS6fPXvwK+hUnWgVq2bCpD1eBEcZpuwouESSvDkBRIcrCWhrwWTA3tJ3e6YDVRKXr8tApkChlej0jpcSOWJt/uXP9L4hlxdfsiKqejyuEiUq1ELgj8uaCShVVGNDIfMfpbFr0sPnKAhe+9zeez7sWjUPJycgyar8uoKzGj1iqYdl8/IrqdRXXiFTlS0cLmvHo259ZT1+pgZHIol/aKZEpGJCpF1wedyebmhTW5rNpfwXUWNSGiDEGn4PqnBhN0mr2OJEks/9ezFB8+QGx6L2Y//QKCTIbkFql/NxN3jRVVt0DCbu2NsOHPsPdd6qRgJjv/SY/BaWwPEdDJZWSOyEB3EYq3HttSyY4lBSDAsKuS6BGno3lRLigEIh8djEJ/cUmxnc2tPJBbTpXTjUoQeKl7LHOjzjw5E71eXr/nDgwpPZh95x1odGf3JP49Tap+xoXGqV/bF5fXRWFLIXlNeYRrwxkZPRJBELBl1tP0bQF4JRQGP4JnpaFKCMR2qM5HCkig7RdG8Mw0xr+2jWKPG9ewcNQygSMjMs6YyuqqaMW8qRx7XiP58mr2Kk7gEXwWK6GhofTu3Zu0tDQ0Gg319fVthKPX66WhoYH6+npqampwODo+jNUyLzFiJTHU0rNbFFGp/cFUBVnfgfW0lERNMPSeBQNvgogM/llcw2tldVxiCOSLPkm8efhNPjr+Eekh6Sy5YskZJ5Sf7SimfHUx81EhRyB4Zhr+g848AfZ4Wjlx4gWqa3wEkSAoCQoaSF3zPtSnkebNzZEYjQmkpOxDEODw4cuxWgwEBwczYcIEevfujdcrcmRdGft+LAEBpt7dp3M1x1nQ1LyHoqKXMZuPIpfrGDRwKTpd93N/8BdobTKy/F/PUV9yajE28IoZjL3h5nb3bW3pWp7a8RQe0UP/8P68Of5N9H768z7fuVBfWsz3L/0da3MTSj8N4+bdSu8Jl3RZqX/tB3vYV9LE3eOSMWo+4afSn5jXcx6PDX4MgGe+O07QxnqUCMx4dADRKWfvg8vlYs2aNWRmZgK+3/i0adO6ZF30vxqjHG4vH24v5p0thThPKgYHJQQzNCkEpVzGnqJG9p30rA9ytzCTH0kILkcT4UBUhtDqMtDUEoW8ehjTLwkj+fKOtRF+a3jcXnJ31ZC9MZdGo+/Zq1ILeLwgeiRSb+7OPGsDArB9SA9Sf5El5qpspf7tTADC7+uPKqbzbIrKnCzWvP0qrY0NRKV2Z/bTL5KbfZxlK1YCMEraS0/lfuZGRdKokHNvcwvXtkis9Qxkh9iHvvISZmmPoLKm0+zxbcSHqR5DLcvteDJNMGhPxpuWcjxuF/nmMPLNYQSF6Emc8ygf6lL5vNqXgZPgp+LdngkM/IXK3tPsoPbVg+CR2BlwBKYYuG7g9e3vgcPDmveOscJj56dB/gQIAvtGdnyumOxuJv97G/WtTu4el8zjU3wbDiU2J2P25+GWJD7tlchlYXpEpxPbvn0owsJQp6UhyOXs2LGDTZs2odVque+++9BoNLTU1vDZQ3fgFUV61ZsYt/AL1EldL0DraXJg2VeDZVc1eEQCL00gcPyZCcPldc3cmVNGsELOweE98T/LXM3t8rLm3WNU5jWjUMq48oF+RJ0jBgG46+poeOstTN//AKIIcjn6mTMJvetOlJFd32T8Jf5XY5QkSSx74Wl+ENVsGnUFAE92i+TBX2yANDc3s2nTJrKystpeU8pkiK0mZE47cocVmd2KzOVArdHgcjhAkmhS6gmdfgcPzRx9qrHdb8P6P/v8hm/8wUdkn4ajG35i48fvIFcouOHF1wk9m3+wpQF2vgYHF/r8hwF0kdBnFvSeDZG92xPjvk77NtHO06NccrloWnwce74NBND2DSNgQjzK8AsrkCd5JbytLrxNdrytbgSVDJmfAkElR7S5afomH6/VxXLtQRpFMykxGYwbM4nwhABUJ0UgzuIWGr/OQ2x1owjVEHZ7H+SBXV9/Wj1erj9WzF6Tb6P3zrgwnk6ORnaOeYbH5MR2oBYEAdHpxbKj0ufLnBiIMlyL4CenQWhifeMmdvofps7dgNFuPKN/uYBAjF8sqbZ+ZPj3oU9QBvtyd9HSUus7lyRQ5A0lyxtJWKiBByelMSUjkkV7y3huVQ4Al2ZEEKpTs3hfOTIB3r9hIJdkdD0e3PblVrZWbSTA25cv5l9Cr5gLsw9yi26e3vU0q4pXAXB7n9tZkLEAnUrX9v6ze55leeFyANJD0nl25LP0CDn35vLvLUb9p/moc+FYZQvXvLcbt1fir1f05JZRnT/nHIXNGD/2xTLDTRmo0/SsXLmSI0d8mQpz584lLVwDgTEnvc5PwesV2fRpDicO1iMIMO76HvQcdWbBjrT8btav2U+WKRK1RsPcF14jJPrMGyXuBhstK4txFvgEmQET4giclNClunVnw5H15ez+3meHlNQvjInz009ZZzYVwzvDwOvEeulHZDUMIntHFfZWH/8mV8hIHRRO7/GxF1yXpCso2LeLTQvfw2ZqISgikmv//hIBIV1fD1pbnOTvq6U8p5G6YjMed3uRhH+gh5i0Zkx1WVTl5eBxOfH6+WNL7A6CDGVLA+q6SgTxpNmrIKBQqvC4fHzgpXc9iBCUwObl+2l1NuJWmZHJJcIkI6uDyygLLEZTOZPnr7mDyT275kRxf1YpSxtaCDd7uXWdCXn7S6bq8gg+CXCDJJFe6+ahcUm8sXEL2bHJvg1hfP7rYSof+2n1ilhObnL/lrbHZ8PvmkD/NbjQjkmSxLKDFTT/6UlGVRyhVe2P951PGD6qT6efyak2szyzij0795FUtZd4R2Wnx54OmUJBxpTp6IZdxvNfbyXMVUuS0Ih02o5zWloaEydOYn2JnZfX5mF2eFBJMDPSQIakpLHUjNx1hq9BgOAILaGxOlIGRZDYJxTZLwKT2+nl4JoSDq8rB2DkzBT6TTq3usAjSlx15ASHzDbuiA3jmdSYLvW3K3B6vGzIqeNoRQvFReV03/cx315+PRXR3RiiVHPTPjs1J1pQaxVc9VB/wuI6Eq7NVhfbTzSwOa+ebQUNtNjOrL4fmBDM+zcMJCzg3ARyi83FVe/soqzRpyK9sW8MKVk2LI0OAgx+XHl/P/QRpyaW5oZ6PnvkbtxOB5Nvv5c+E6cAPpVF/ZtHkFxe/AdHop8Wg/DBGGg8wQpxJPe77kEzOYYWGbyYFsuCmPMn2U5HRU4TK98+iiRKDJ+RTP/J8dS/eRh3rQ3dmBj0l59/6mJnsHlF/lFUzcIqnzIuSaPmg4wEegd0PuF+58NvcGz6Ertcw3WvfEBK9NmLl/7eJlW/Br9lX5zlZpoW5+E1+R6IijANHqMdJPAfHoX+ymQEQeBvK7L4bE8ZuokxNCrg78nR3BnficIAcFVZsB6spe5oOYddhRTL69qI9K5ALpcTHh5OREQEUVFRxMfHExEWimzj32DvOx0/oDVA98t8PpspE0HhG6uSJDFyXx7FdifvpMdzTWQIzY5mLl12KXaPnXcmvtPBl/HQkRrMS/JJxbeQ9B8cif7qlHOStI2NOygpfRuT6VTavNkrIz1hHgG6qRw8UMHRo0dJTd1OeEQJTfUR5OZfiihJCILAddddR/fuPpJ76+I8sndUo/KTc+ltvYjrGdIlktjrdZCV/QBGo8/nVybT0LfPh4SEnF/hG/BVHl/57xexNDfhFxBI/0un0mPk2E4nugdqD/DAlgdodbUSFxDH2xPeJkl/8eLGzzAbG1jz1itU5fkUWgq1GpWfhrievbn0rgdQqju3xFiXXcsdiw6h9xdRdnsWh9fB11O/pldoL1psLu79y1aG2xRowjUseGbYWe95Y2MjS5Ysob6+HkEQGD16NKNHj0bZRX/2//UYVd5o4/VNBaw8Wo37Fwo9uUxgUno4c4cmMCw+gC9f/ActeUdwy1RkdhtLD1UzMo+aiMZezLy0GMO0u6ET5c2vhb3Vxd7lRRRnGgmJ9ic8MZDCg3VtKb8y3Gg1Iha7L+bE9Qxh2n19uSmrhHVGM9dFhvB6esf5UtM3edgyG1AnBRF6W+8OvzWzsZ7Da37k0JoVIEnoI6O47pl/4fCKfPDBB7hcLjL6D+bLSj0FFbWEBe6iOWYDalFidWU1Ed5T8dbh7YvR/QygICAul6DeJgiI8pFqunDQRfhiqPw08loUofYoHPoM8ehSfggZwfNJd1Kj9qnEb4gy8PeU6E4378u2Hkda24gCOWjkBE9NQjswol0/PW4v6xZm81SEi3q9gjGSim/G9ehg+fXzuJXLBH68dyQZ0UHcfLyENUYT40MC+Lpv5zYRHo+H999/H6PRyKBBg7jiCh8henj1crZ88TFyr8gkl4ye3yxFpj036de6owrTmuI24ZZfTwOGG9LbLehFUcJ8UpwiyWBqUSnFdhdPJ0dzdyfPzaYaK5u/yKWuxIxCLeeKe/oQk3Zuxatl+3Yq738A6eSmc8AllxD20IOou3V9Q6Az/C/HqKbqKr547B529BnFriG+TbqnukXxQGJHIqC+vp69e/eSeeQI4hmWuzKZDIPBQEZGBnVSME+srSAmWMuOx8efWm9JEiy7BbKWgV8Q3LoJQk/ZbpwuuNFHRjHnuVfO7Ideexw+uQxcrb6/YwbBsLug51W/WYyUPCLNy05gO3JK5a5KDETbLwy/lGDkBj8QwV1nxVlkwlHQhLvGiqCW+zIfRQnJIyLa3L5if2dYqtarBXaEKYi3iRiEBjZbjyCTFATXD0YmKRFkAmHxAcR215MyKIJgnZKGD47hbXGiCNMQdltv5IHnXsM5vCI3Hi9mR7OFALmMN9PjuSxMf/b+SxLWA7WYVpcgOdvPc/2HR6GfltwWH7wekRMH6jAb7bgcXjyiB6vXisnbTL1UjcnTQryUQlBrOPVFVrynkV4SEma/Rlp1ZagVPnJfBIo8oRzzRqHQBNB8ch37xJQe3DUuGUmS+NMPWXy9vxyVQsbbc/p3iUTfXtDAvE/2IxPgx3tHXTB5/jNESeSVg6+wKGcRAAGqAK5KvopuQd3YXL6ZXdW7kAky7u9/P/Mz5qOQdc3u6n85RnUVn+ws4dlVOQgnN1EuPcv337KqGMvOKgSljKArktAOjmgj0YOCgrjnnntQdWIBJooS2xbnkbPLlwXW/5J4hk9P7kh2O8x4P5zIt4f9qLIHoY+IZPbfXiLAcIrH8FpcmDeWY91f4/uRKwRCZqah7df5urOr2L+qhAOrfDWR+k6KY+TVKaeuUZJg8Swo3ODLwrnxBxAEvG6RwkN1HNtSSX1Za1tbkUmBTFqQQVDYxas96LBa2PDh2xTs3QlASEwcVz/59zM6VpwJDeWt7F9ZTFlWYztHCoVShkIlR6GSkTY0kkGXJ6I8aXHl9Xgoy8tm6Y+rcLjc6CQP/RNi6Tl6PBFJJ9e/J+du2778hEOrfkCQyZj28FMk9hnCrmWFZJ3MEPjZo92mNGP2L2HGwAHEDx+AIVrX6caHzeyiOLOBretL+PdILTY/GQNqPfxZo6e50kplfjM5Y0NYavDFQ01RK1KhmT8nGjFv+RZbQiqN8x9gj9lGmcPVrm2lIOCVJET+c44Yp+MPAr0TnCg3Ujz3euKN5ZQERvH59X9h7tjuTEyPQKdWUG92sCKzmmWHK8mrPTXoAv0UTEuQk+4owWhxUtTiQeO1Ey2Z0DhNeC0m7K3mducads0cYidO5+PHXuHavUupDw1j/+VX43A2gyQhImO3O4FCbygZ0YE8e1UvBib4JuCSJFFebmbztnJKc5qotzopUnqp8oNxvSKYOTCWsalhHcjz03F4XRl7fvApESff3JO0Ied+CG9uNDP3WDEamc8D0qD6dcXxnB4vi/eW88H2IurMTro7RSbXLScnKYo1E2ei8EjcudZEsFXEI4dt0QImPwGtSoFMAJdXwuby0GRx0eps710fpFEyrnsYE3qEExusYVNuPYv2ltHq8BAV5Me71w9oKz4HYHN5yKttpabFwfBkA3qNkls+P8CW/AZi9Bpev64fgxNDMDfa+fGNTEz1djQBSq64t2+7XctDq1ew9YuPUGv9uenf76EL9pHD9txGGr/IAQkCL0kgMK0eFk4GSeQO10Osjh2HJ11Pd38/tg7ufsF+yQ6rm6+e2Yfd7KL7sEgmzk/HftxI01d5CH5yoh4fjOwiecw6vCLXHS1qU3bMizbwt+Tos6qyPt9VzIn3/kqw24R8yBU8+Mid5zzPH5OqrsNrdWNaXYztmLHNQ/J08hxgU24dt3x+kIBUPQ1J/iRp1Owaem4fRMkj0vRdAabMGkrk9VRH2Sg3VeP1ejEYDOj1eqSTBLLBYCAiIoLIyEjCwsLaaj10QMV+X5GqqsM+u6zeMyF5whkXh1mtNiYdLMBPJpA1slcb2fPqwVf5LPsz0kPSWXz54ra0t7wdFQirS/BHwCaHmNnd0fYJO6+xZTYfY/GRZ1ldncPghNn8bcTf294zmUw0NGRTVjYfBJGCFUno+symqKIKpVLJTTfdRExMDF6PyIrXj1BT6Kt/EJ4YSNqQCEJjdYTFn1JanQ5RdHLs2J00Nm1HEJTERF9HYuLdqNVdn3BKokjhoX0cXrOCypyTSpTYeGY88TRB4eeO90UtRdyz6R6qLFX4K/3515h/nVfhqM7gsLrZ/X0hlXnNaANV+OtV2Jr3UX5sDaL31MZnyuDhTHv4SWSdqOi8osS4V7ZQ49mDJuYb4gPiWTVjFYIg8MGGAkzfV+AvCUyYn0768M6tQSoqKvjqq6+w2+3odDquueYaup0nYfVHjPKhzuzgu0OVNLQ6cXpEIgP9mD04lqigUwsS0etl8Z8fpr6kiO5jJ5NrdWG1WtGZkwl1qLmm55cEjL4eovuBIeW8VZS/hCRK1JWZKTveyPGtlThtv6xzAzqNk36KRXSPKEJ972aqSp3UFJnIGB2DNlDFIZOVqYdPoBBgw6DupOvaL7BOV2kb5vVE09OA1+Om8MBejm1a5yu4e3Lq3Gv8ZMbPvw2ZUsXChQupqakhPj6e+fPnIwgyfjxazb/W5WHSv45MU8pI/7686xeOrGw3nqDB1OXPRHLL0PQNI+S685srNLo8zM/M46DVdw8S7FW8Wvo+ozJG+zYtwzM6qNEA3jz8JpsO/MRfjXcS2eqb06gSA9FfkYQq9pSgQRQlPvoul2dCnIhygdkmOa9NzUCubN/mXV8e4qesWkanhnLH1T2ZmVmEXIDNg89dB6akpITPP/8cgDlz5tC9e3ckUeSbPz9CdfEJwsxWJqQPIObVV856b9osWwB1ih7diGj8eoQgyAScNjcnDtZTesxITWELLscpIi03w5/veqkJVcjZM7wnAafNd1qbHGRtqyJzYzmiV0LlJ+eK+/oRlXxuwsqRn0/ZnLmINhua/v0Jf/wxtP37n/NzXcX/eozatXQxe5d9zaFBE9g8aAICsLRvMqND2gtyjBVlbF/8KcWZhxHVfnSfMIXqWjWNpjq8KivSaeXa/TQaDtjDOOII4/NbhjE69TTbIrcDPp8GlftBHQQDboReV/vigEyBTRPP4r8+irmhnqi0Hsz66z9Qqk4jhSUJPpkCFXshojdM/jskT+yoNv+N4KqyYN5YhiO3qd3rMn8FkktE+oUCslPIBBTBamSBKoyiyFPREvsDBCRBQC7BnOy96Bpr8W/tRqgiGZlMaNvQBJDJfV7MsTH+NHx4HK/J6SvWObcH6iR9p6f1iBK3ZZfyk9GEVi7ju77JDAjqaBVwOrytLpq+LWhTyCrjAlBF+iPa3Ki7B+M/OLItpkiSxPqF2RQerD9bk+1gVwlUix4EINIrQysJSEi4lSakiDrMnrq2Y6u9AZSIBkZmJPHwFf1QKHyWL3KFknu/OsLa7FrkMoF/XtOHmQM7t0Zxerxc9voOio1WFoxM5G/Tzq+AcWeQJIk1JWt4/+j7lJpL272nUWh4eczL5/RI/yX+12NUV3D6JopaIePr24cx4DQuo92xbhHjF9k4T7QAPovPgKuTeOeD9zCZTIwcOZLJkyef9VwHVpVwYHUpAN36hjJxfjrqX3IIjUXY3p3M4vwkzG4/gsIjmPXXfxBoiMC6txrThvI2r3O/HiEEXZbYztP8vPovSiCAIAjk76tl46e+DI0z2mRm/wDf3gRyFdy1B0I7Oi7UFps4vrWSwkP1iF6J8IQArn584EXxR68pzGfV6//C3FCHTC5n8JUzGXb1tSi6ULekpc7G/lUlnDhwKiZEpQSROiiCmLRggiO1nRLYFouFxYsXU1NTg8Fg4LbbbsPP78zzKkkUWfve6+Rs34wgyBg3/1YGXHYlFTlNHN9bzcEjdejdIKf9uTQ6BbHpBuIzQojvacBPp6T4SAPHt1ZSXdjStnFa092fT/up8eLL/plkCOSbmia+q/PF2NtiQ4mvcfLvlYeZV/k1KtHFpFvvpu9kX+2pBpebOqcbCVDJZHTTqHittI7XyuowKBVsG9KD0F/JRZ4P/iDQz9ZGeSWFV89EYzGxPn4Qrw24DqVcIC0igNwaMz8X9VXJZUzoEc6MATGM6x6G+hy2G5Io4nY5Ob5pPVu/+AiAlN79cW/fAR4P2YZETujjKQrqQS+NkRi5j3D3j+zG7XOvJiiwc5uL3UVGXlmXz+HylrbXRqeG8u/Z/TpVWkuSxM6lJzi2pRJBgEkLzk2iS5LEpQcLOGax81BCBE8kXbhfqShK3PbFQTbl1aMTYbJHTXzDOmyUsPC6B7FpdQw+bqVfvh2nILHDz02N4uw/vR6RAYzvEc747uEMiNe385EDKG6wcOsXBylusCIIcMPQBAYk6FlyoIJ9JU1tu3v+KjmDEkPYVtCAWiHj+7tHkBF9agFkM7tY9fZRGspbUShlTJifTupJSwhR9PL1Xx6ltugE8b37cfWTf0d+kjy07KmmZYVv08Iwvyeaqrdh579plQcz1v4P6iak45XLeETj5Zb4SEKiz1/lv+nzHPL21BIcqWX2nwcjV8iofycTd6WFgInxBE2+cB/m0yFKEnfmlPFjfQsBchkf9UpkXMjZx9yOEw08+8ZipjRsRFJruf+Dz1Bpzq0S+2NSdf4Q7R5sxxsQENAObq8UtLu8DP7HRlo9XmSTY7BLEh9lJDKtCzu5kijRssLn6w+gSAkk5OpUVCEXluJ7PvhHUTVvldd38CI22o1ctfwqzC4zN/e6mQcHPEjpqiKUJ5UTRWoY/MAgtCHnryqwuW2MWzoOu8fOF5d9Qf/wjoRGTs4T1NR+h9OkpHBVd7RDLqOyphaNRsP1119PbGwsTpub/StLyN5Z3U6FJFfKSOobSvqIaGLTgxEEAVH0kJV1Lw3GDchkGvr1+5Rg/eAuX7PH7SZv51b2/7iM5uqTKgKZjB4jxjDxlrtQa7s+cW1yNPHw1oc5VHcImSDjL8P+wqy0WV3+/C9RcszI1i/zsJldHd6TJBdKpZOkAXKyN32M1+NhwOVXMX7+bZ22tyGnjvu33ItCl8fgoNl8Mv2veLwif3lsK3E2kAcpue35kR0IvJ9RUFDA0qVL8Xg8REdHM2fOHAICzm4pdSb8EaPOD5V52Sz52xMgCPSbfxc79u1HLikJrh9CiKyGGYY/oZG1gkwJwYk+D15duE9ZrQ7weRfLVT6LBEHw+f2KHnDb8DocVFUrKa8OpL4lgEZLCC7vqXlQaJyOoVcmYWlyUFdiJizUSc/DU1GIVrh2MaRfccZrXnC8hJ+MJvoFaFk9MBX5L4gs09oSWrdWIgtRURJXwLEt67CZWtrej+vZm4FXzCB54BBEUWTVqlUcPnwYjUbDnXfeSVBQe5L1eEM216+Zg4TEF5d9Qb/gvtS/fxR3lQVVfABht/VB6OR33Rkezavgy5pGtDIZD2qM3L7/KfyMeacO0IRAVF+I7OUrgpg4Go/k5dJll1Jvq+flkS8zsroX5o1lSC5fHFMlBhI4Pg6/7j5iXZIkXth4grcUvsy9W/M8PHRlDwynWdtUNNkY98pW3H4yYibGUeJyn1cNmB9++IGjR48CMG7cOMaMGUNzTRVfPHYvotdL37I6hr/xDv5Dh5zx8/YsI42Lc0GCgLGxKIZHc2B1Ca1NTjwuL3Wl5nZxWqGUIVPI8Li9uL0S718WRFOAnPFmGX+PDKelzkb1iZZ2C8eE3gbGXJtGYOi5nzuehgZKrr0WT3UN2mHDiP/oQ4QuZr90Ff/rMcrr8bD0maeoLshl+9Qb2BfXg3CVgo0DUwn3U+O02di1dBGZa1cjSSIyuZxhV1/H8JlzaKm38fWz+/B6RMbcmIjo38qOHTtobPTZH7WKaqTYPvz79qntT2ppgEUzoO54xwuKHkBjv4f55v3FOKwWkgYOYdqDT54iV45/51OxK7Vw3yEIPP+aJxcDHpMT+9EG7NmNuCpb2zzABbUcVXwAfmkhqLsF+lTndg+CXIagkCHTKpD5K5H5K9uInsfyK1h00jIqTKWgweUh2Gpm9v59pMpGMOPBQfjr1bQ2OagqaCZ/by2Vec3tSPTGRTm4a30WMwHj4wgYG4dM3X79LUkSTxZU8nl1I2qZwOI+SYwKPvNzXXR48BjtuGusmNaVIlrcoJARdGkCupExnZJUB9eUsO/HEmQygR7DI1Gf7KfoEXE7vdgtbpx2DweMZnKsdioUIkaZhEwGswfF8eD4FKylFrJ3VlOR2wQSeDUWtN0bqawt6/T7iIuLY+KkSby9v4XvDvnmd3+b1pMFI8+86f/OlkJeXpdPWICaTY+MJdDv4sYVr+hlU/kmDtYdpNpSjYTEnX3upHdY7/Nu6389RnUVHq/I7YsOsTmvHp1awXs3DGi/eXcaJFHCsrMK07pS8Er4dQ/GOFTON0uXIJPJuPPOOwkPP7swJ39fLZsX5SJ6JAJD/Zhye2/C4n8xnoq3Yl44h2/LetLi1hAQEsqVAx/AU2gBQBnlj35a0lk3vTqD1ytSkmnkxME6yo43oglQ0q1vGNk7qxA9EgMuTWD4jGRfpl3FPjj+LRRv8dm3AIx+FCb+9aznMBvtLH3hAE6bh4GXJTDsql9XMDl72ybWf/AWotdDUEQkVzzwBJHJqZ0e73F5aa6zYW6wU3SkgcKDdW2cVNqQCAZP7dbO8aAzNDU1sWjRIpqbm9Fqtdx0003n/H69Hg+bFr7L8c3rAegzcQpjbryZe5ZmszG3nu6h/tzQu471h/YSZ0om3pyEV2pPyPvplDgspwRQYfEBpA6OoM+4WL41NvNgXkW742XAs6kx3Bobhssj8sT9TxLbmINoiOWRt9/pVDgF4BJFLj1YQK7V8R+3cvmDQD8HrPv2U75gAYgin4++kW8MfdveGxCv5+oBsVzRJwq99sJ8wPf9sJSd33xxxvcccg2rwi9hULyW0NZCJElCpVIxZswYBg8ejFrdOSGeXW3mu0OVfHOgHIdbJFSn5p/X9GZi+plTRSRRYvOXeeTtrgEBxlzfna8bmthdaOS1a/u1U2j/jFX1LdyaXUrQSQ/IgAvw6/a4vLz1bTYbD1bTTZST7pbjsR3AY9/BxlFXcKTXMJI1aj5PjiO7ykRxg5WoID/iDVrkgoDN5UVCQimX4aeUE6xVEaZTE9QFZbXZ4ebp5Vksz6zu8F5YgBqdWkGJ0dr22r9m9mH2oI4VhF0OD+s+yqI826fOGDAlgaFXJiGTCRjLS/nqL4/idjroPeESJt9+XxuB2fJjEZbd1SjCtRhuT6XwlWlkl3sot+nZ12cU24ZfhiB6mbX6c+aOHMGwa67r8n2tyGnixzczQYBrHhtIZFIQzuIWGj48DgoZUU8ORq67ON71fy+s4v2KBpSCwNd9O5+cno6Z7+4ibff7GNzNjOgfzvCJI2HwLef83B+TqouPR789yneHKukxJpZMjUQ3jYrtQ9JRdsGLTpIkrPtqfCmubhF5kJqIB/pftMyGzs45dG8u5Q4XH2QkcFV4+9i0qWwTD259ELkk43PZWxhyTqan+cO0h4YQqLswz/+VRSv5084/ERcQx+oZq8+oaHS7W9i//0oczipMJToqdnRH3m8ExpYWlEols2fPJjXVN3GymV3k7KymrtSMsaK1ndKqx/BIxszpTlnFa5SVvYdMpqJvn48JCRl51mv0ekVkgoDdYubI2lUc2/hTG3Gn9ven7+TL6Tv5cgJDOy8afTa4vW6e3XvK0/L2PrdzT797kAldJ+8kSeLI+vK2rKfgSC3DZyQjihKtjQ5a6mzUFJloqvbFXm1AGU3lvmKgg6ZdzZi5N52xaF6Lo4WxS8Yh4sVa9DDPXDYevwo79Ztr8CJx9WMDif1FMcCfkZWVxffff48oiqSmpjJr1qxO01nPhd/LuL4Y+E/1ZdUb/yJ/93aie2RQHxJNc3MzQe54VI2JBPsZuSL4OQKl8i631+iO45htKiccY3BL7UlLlWAlTl9B0mWTSRmV0t5q4ecU3+SJcMOyThWetU43Y/bnYvaIZ7S9MhaVYVlYhEJUkm/aT2bTFvyDQ+g9fjK9xk9uy/oQRZHVq1dz6NAh4JSK+kz42+6/8f2J70kMTOQTXsa5rwGZVkH4AwNQnGcxvTyrnQn78xGBFf1TGKrXgdfjqztx/Dso2w1ua/sPhSSzufs4HqjdQLA6mI2zNqKSq/C0ODGvK8V2tIGfVSUh13ZH2//UPblnbyHL7BbkXomr91uZ3y+WgZcl4JFgndHEnw+XUKf23esghZzdQ9O7nNXo8XhYu3YtBw/6LLZ+tnPZ+/0Sdi1ZhNLj5cpuGSS+8kqHz9pzGn3kuVdCOygCR98w1n2U3WFTLyTan+5DI4lLD8EQq0MmO5n6fbieZQereLOnb+57/VYzSXWnshpi0vT0mRBHt76hXSu07XZTdtMC7IcOoUpMJHHJN8h/sZlyMfBHjPLVAVn0xAOYbTa+vOYujMHhJFWc4I6s7dhNLVhbfKq41KEjGD1nPsFRp0Qse1cUceinMjQBSq7761DU/nKOHjnKug0bcTp9m0WR8t4EemMIDNMQHOlPaIzvP3n1XuwHl+NoqMMj+CO4TMTL96GS2anUj+O7A+D1eInpkcFVj/0FjUoObw8GcyWM/zOMffzi3sALhOQR2+xaFKGa8/IurnK4GLY3F7ck8W2fJE4sO8Dz8f7Y1H6MqrGxaNqgDsX8RK/I+oU5FB2uRyb31TIJj9HRsrwQ22Gf8lsWoCJwYjza/mHI1L748V55Pc8UVSMAH/dKZGqYvm3eajva4FPQO714zS4kV3ubFkWEFsPcHmdVyBZnNvDT+75NkXHXdydjdEexkyRJPPrtMZYdrkSnVvDgpFT0WhX94vSkhLevk2FutLPjmwJKjzcikwkMuy4Ok1hJaWkpTU1NmM3mDu336JFOAVF8kunLhn/s0u7cM769wtbq9DDipc2Y7G5eu7YvM/p3bYPyv4U/YlTXYXV6uPmzA+wraUIhE3h+ei+uHRzX6TPHWdyC8dNsJLeIX08DGxRHyS/IJykpiXnz5p3zfHWlZtZ9mEVrkwO5QsYlt2aQ1O8Xa4qs77F8cxfflfWmu/464vy7g1xAPy0J/yFR5+117vWI5O+t5dDaUszGjrW0wOd5PuX2XgiV++CHO6C59NSbgtyXWXf1R6A6N/lceKiedR9lIQgw5Y7eXX6Gnw5Jktj97WL2LvsGgNQhI7j0rgeQyf2oLzPjtHqISg1Co1PRVGPlxIE6qvKbqSs1I/7C/jCxt4Eh05I6blZ0gqamJj755BMsFgt6vZ4bb7wRg6FrhYIlSeLgyu/Z/tVnIEnIAg18rx1OnS6BFfeOpHukjts33M6+mn30dQq8UOpPtbM/5eIIGuy+zV0/fyW9xsXQc2Q0ASHtCfa3y+p4vriGGLWSAYH+zI8xtPFGlTlZLHnmSSTgh9iZfP2n2cQbzv59HWu1cenBAiRgy+COWaG/Ff4g0LsA43vv0fDGmwh+fshff4+soFj6xupJCuu8QNT54Ogr/6T8x+WIKhX6a2ejCgmhcP9e6kuLkMkVjJ47n/De/Vm7bj3V1T6yV61WM2DAAHr37k1UVFSnA/tEXSv3fnWE/Drfg3V89zD+PDWdlPCOg1ASJbZ+nU/Ojmok4Ft/J2VKkbAANSvvHUVkUPtBIEoSY/fnccLm5M64MB6JDae8yUZVs50APyXpUQGdbix4vCJ5JS1sfz8LyeJbcEiShNd5GI99O9XhMXw94w5EQeDbM6RWXkzsKWrkpbV5mO1uruoXzcyBscQGa5EkibVZtXy6q5RhSSE8fEnnxfpEUWLvD0Uc2eBb5Cf0MjD55p6otUqKDu1nxcvPI0kiw2fOYfjMuT51qd1Dzb8OINk9HGrdRKHxlMeyRuHiuwk3kpPUGz+HjRu+f595t95B2tCzE2jg8x/9+pl9mI0Oeo+PZcy1aQAYP8vGkdeE/9BIgmd0vvt5PlhY2cCfT1QBtHlRnwsHS5t4/NWvmFq/FpVC4LakXfgpgHsPgOHsO71/TKouPnYXGpn78T50/koYH43R7eGF1Bhuju06yepusGH8LBtvowPtgHBCZp9/YcuuYkdTK7OOFqGTyzg6MgN/eceNu+d2PUfy1gDGtA5EROJLrchdj4wg2P/CSFFJkrjxpxs52nCUu/vezV397ur0WLP5GAcPzUaS3FTvC6P+eCSaIWOpbzEhk8m47bbbiIpqn7EjSRIN5a3k7q4he3sVkgSRGUXoM14CoFfGG0REXIEkSRTsq6XkmBE/nQo/rYKmGivGCgu2VhcelxeFPB+XdRtuh48A04UYGHDZlfSZdBnqLngBd+VevHf0Pd47+h4Ak0Mv57bIe3E2S1ianYTG6kjqF3aqcM9pcLu87P6ukKztvpjRe3wsI65ORqFs/x2KokTurmr2LC/CafUgeo7gat0CQPqocVx61wPIFe03aZbmL+W5vc+hlydSkXUnwV6B+a1qlAg4egbwyP1nVu5nZmayYsUKJEmiT58+XHXVVcjP8JvqKn4v4/pi4D/VF7OxgU8fuhOPy0nf625i59EsBEEg0jEYT7Mf2kAVU+eFE66tAVMlWOvBagSXFdw28DhB9GCyB7CraCglxlPZVVo/J4mxrUTHgCHESfChp5G7mnxK9pvWgP7kpnjeGvhmjk/pfvfeM6b4no7F1Y08kl+BRiawfWg6cX4q7K1mNi58j4K9O4nyS2JM5EwAHCOg2+XD2zLQANxuN6tXr24rVDtjxgz69u17plMB0GJr4fkv/8Souj4MsvpS70MXZLSpvc8HNxwrZmOjmctDg/ik9xnUil431B7z+S5XHoDsFeBq5c6IMHZpNSzQdOPhqxb7MgB+/ojZiWldGbZDdSATfJl1J6/NLUrcfrSYn1paQZIYWOREHaWlSC+jzn2ScJYkZEYnHw9L5fL4ri30TseRI0dYsWIFADfeeCOJCQl8dt+ttDQZ6VPTzITVa5GfllFiz2uicVGOT4nXy0BpiIYDq0sRvRIh0f70nRiHUiVHH6ElNE531sXzg4eK+cZsJsQp8a8GNQlxgST0NhB4srj8z3Zm50Ldyy/TtPATZDodid8uvSh+52fCHzHKh7JjmXz/0t+oCzTw5TV34VEombXqUxIriwiOimbizXeT0Kdfh8953SLfvnSAxior3fqGEp2q5+BPpThsTiy6Yhz+NT6LxpYM1M5z/5aVCjfpqnX01q7G7LSzoqoXLq+MkGAt16RWENiaA0Fxvjmy8j9DDvyW+HNBJQurjAwP8ueanbkUGY9RFhrCmt6+mi5/Tori3vjwDmNG9Iqs/TCLkqNGgsI0zP7zYJRqOfYsI6afSvE2+Yg1QSVDkxHKingVf3KYkIBnUqK5Iy4cb6uL5u8KcOQ3n/HaZDolilAN6qQgAsfHgULGor1lvL+1CH+1gu6RAVwzMJbx3cOxt7r46pl9OCxu+kyIZfTstA7tZVa08N7WQtZl1yGXCSycP4hx3c+hAvWKbPost82yYeiV3Rh4WSKCICBJEqIoYrFY2Lp1a1shSAC5LoT9zRoqRT3TR/TkL1N7Ij9JVH66q4RnVubQLdSfjQ+PbXv994o/YtT5wenx8sR3x9oEgZPSw3n2ql5E688cLxwnmjF+ng0eCXsYfG3dgiiKzJs3j6Skc9c4cljdbPw0h7Ksxk6Li4rHV1H/VT4eaQheyUOB/QcmjGhG7raCowVsjb7MwcAYXwHksU+AX8f7YzbaWfthFg3lPh5LE6AkfUQUyQPCMRsdFOyvRSaXMXF+OsqavT4hhNsKKp2vRkT6lZAw4oxtnwkmk4n6+npKdtg4sf9klkx8AH0nxJIyMKLTLNbTIYkiGz56u03J3feSGQTHTKDkaCP1peZTHuYCBBr8OmwKqP0V6MO1hET703tsbJeJc/D93j755BNaWloIDw/nxhtvvKBs2rJjmax893Wczb66dor4dK694zYiU9KotdYyY8UMLG4L9wf15bacLeCyYPUG0yx0J+L6p1B2H9dp2y5RRPULIZQkiix68gEaykowxg7ga+VQZg+K5V8zO58X/4zbskpZ2dDC9HA97/+HVOh/EOhdgCSKVNx+B9adO5H5+xP30YdoBwz4dW26XFgPHKDl2+9o3bgRPB4inv4rIXPnAuB2OPjp3X9zYt9uAPQRUQyfOQe7fxC7d+9uSxcECAwMJDExkZiYGLp169YhRcPh9vLvDQV8srMEz0mF0MgUA3OGxDMpPQI/pRyPV2RXUSMrDlfi3mukh0OOQ5DYEi8jy2SjT2wQS+8Yjt8viI5vy43cV1QJkoR6fwNCS/uCncFaJcFaFTo/BV5Rwu0VabK6sbc6ubZVjUGUYRMk5HqRQOt6THW5uBVKlsx7nBqVhpkRwbzd8+JYjfwnULC/ls2L8vC6RYLCNVz1YH8CQvw4snYlmz/9AICkAYOZfPt9yORyij7dRnBNMBZ3Mzscy8no34O05uUYLNk4ZSqu6fc6hwIziKqrYN6qhVx/69WE9xsHLeWQu9JHJkT2hugBvgV/UBzHttexY0kB/kEq5j4zDJWfAnedlbrXDoMAEY8MQtmFVOJzYW2DiZuzShDpvAjTmXDr5wcI3PwhMY4ahhjKGR1RCVe9A/3mnPOzf0yqLj68osTIlzZTa3Yw6+oeLLK2YlAq2Dss/byySpxlZhrePwoSbd6/vwVuySphdYOJm2JCeekMaf6SV6RhcTaunBbcgpt/ha3k3jl/JiPqwgvyHqw9yIJ1C1DJVKybuY5Qzdnbqqz6ivx8X5pg2eZomk7okfUahNkrkZKSwg033ND5Z/Ob2bRoB5Ej/orCz4KfdBWDR/wLY2UNe384SnWREkHoqPAXvSY8tvWIHl96nFITQf9Lr2HY1ZNQqi9OtonvPCJVBS1s3LyfugILAc6OBJ5cISOhl4GkfqFEJAXhtHqoKWrh8Ppy7GYXCDBqVip9J3TM6DkdVpOTDZ/kUJXfjNeZg9u+HiSR8MRkLrvnIULjEwFwep3MWjmLElMJDw14CHfjGCq/LSXSK6NU4eW+v48gPrSjiiwrK4vvvvsOgAEDBnDFFVd0KHR4vvi9jOuLgf9kX35WDPvrgwmZcAU5ubkYDKEYmgfSXG1HrpAx5ro00kd2FAyIXpFDa8s49FMZXo+IIPjUSH0mxBKVrG+vdmoogK9mQ3MJhPWAm9f6bF8+mgAtZTDqYZj0t3NeryRJzDhSyF6TlTviwrjfT+SHfz2Dqc5naZUyeBiDwqYg5dqRBaiIuL8/8pOqSqPRyLfffktdXR2CIDB9+vROyXOv2YVlXw22A7V4T1NGt45QkH7l8PO9zexsbmVmZhEKAbYN6UGy9uw+4wA4LVQc/pip+QuRBFhTUU2cIR3mLoGgU4pLSZRoXpqPLbMBQSkjYFwcupHRyPwUeCWJJ/MrWVTT2K7pYC9MDwyg7lAD+UXNjBkazYuzzr1gAp8KVnR4EGQCMq2SNWvWsH//fvR6PXfddReHV/3A7qVfEma2Mm3BXQTPnu3rTqmJho+Pg0fCGxvArgY7zXW+4qDJA8KZMK/HGetRdAarx8u4A/lUOFwMCtTyTd9k/OUydjZb+KG+mTUNJvzlMp5Pjem0cGHr5s1U3n0PADFvvkHgJZd0+fzniz9i1ClYmhpxOx38s8nJZ/VmBsq9vCq3kDJ4+Fn9aRsqWvnuxYOI4qllsCZQhUOvIM9yiBBVA3K5nDF9L0ew6jBWWWistCBKoA1Q4uevRKGSYzU5MdXb29qI9csiVraGg3VeLB41OoWTmd0KMMz/GFI79yj+vUGSJOx2Oy0tLTQ1NdHY2EhDQwMlTS28ntwfr0zO9OP7iWzyEX4GfRgtU6/inUofWXN9VAgvpcV1yIR0WN0seX4/lmYnPUdHM/76Hr7zeUQse2uw7q3B0Wjn9e5qvknwfX/X1nr5K1rEFheuCvPJ4oUyAifFo4zyR6aUIwtQIg9Ut7OAaXW4eXLZcVYfr2l3DYIAL87oTcjxVk4cqMMQo2PWnwa1eSWLosSW/Ho+2FbM/tJTvvH/mNGL64d2bT0rihK7vvVZq4IvLo2+NhX/X2Qb1dfXs2fPHo4dO4b3tALTWZ4IdEkDeGvuADRKOeNe2Upls53np/fihmG//zX1HzHq/CFJEu9sKeSNTSdweyV0agVL7hjWznb2dDhONNP0TR6i1cNuZQE58gqio6O57bbburThK3pFti7OJ3e3b3yMvjaVPuN9c3qvxYXx8xzcFa2Ah111y6i0lTLMUM7I8E5siRJHw/XfgdI3J5FEicLD9Wz7Kh+nzYPaX8GgyxLJGBPTViSzHUp3niTPbb5Codd+CequCV1FUaSwsJCDBw9y4sQJJElCo9EQ5Z+KNT8I0e27H346JT1HRpM+Mgp9+JkFSaLoZf0Hb5G9daNPCJI2g+b6xHbH+OvVqLWKtkxbmUwgvpeBbn1DiUnTExiquaD6d3a7nYULF2I0GgkJCWHBggUXRJ4D1JjszHh9C6mVO+jbmo0g+azsIlPS6DlmAkUGE89kv4RCUPDRmFcZVHkMDn3mm1sHxsI9e9uJLM6F3B1bWPP2q6g0WgY99jJzFmXhp5Sx70+TCNKcPas9x2JnwoF8BGDH0B6kdGVeexpa3B62N1vY3GjGKYpdsoL5g0DvIkSrlYq77sa2fz+CVkv4gw8QOG0aiuAzF2wAXzDz1NfjqW9AtNnw1NfhLCzCkZ2N7dAhJPupSVPAZVOIefXVdqnpkihyfMsGdi/9si2d0C8gkB4jx6CKjKOi2URJSQlud3vSOjo6mr59+5KcnIzBYGgbhEUNFl76KY+Nuaf8lALUCoYmGThc3kyT1bc4k0tws1OD3gGBUVrekMwYHW76xul5bXZfQvxVfHuwklXHqjlaacLVKxgxRotgcRN1tIVYvYZmm4uKplP98xMhyisjyiMjRBSI9sgIkmTYlSCMMxCVuYiagjzkSiUFCx7he5mOCJWvKIBe+Z8rCnAx0FDeypr3j2FpchKVEsT0hwcgkwkcWbeKbYsW4j3t+5ILSqbG3o5GoSNwajcCR8eCx4Vx85tU712GoHByzeA3MCsCGLl/IxOPruea+Cwi/KxnPLcHDYuaF2Jzahg7tzu9xsQgurw0fHgMd6UFvwwDoTf2/NV93Nncyo3HirGLEjdEGXi5e2yXgn1BXStz/vkDc6uWIiBxW/dMAuZ80KnX7C/xx6Tqt8GLP+XywbZiJvaMIC/NnyK7k+dSYrgt7vysPlpWF2PZUYUsQEXkQwMuupVLrdPNwD3ZeKUzp2pJXpHGr/JwZDfiROTZ6E84HHSYyQmTeWXsK+dlNXI67t54NzuqdjArbRZPD3/6nMdLkkRh4YuUVywESUbJuniaq/VYk3uBILBgwQISEs68iJEkiUMH52Fq3Y2jOY7SjU/isWfhsW/Ht/KToQmKQKnSIshU6IINBBgCKTywCY/LiUyuRKkdAfJ+CIIcf72a0FgdmgAl/kFqdCF+qLUK3/PJJWJpdmJpduCyeXA5PG2EgEwuQ61RoPZXog1UodYoqCsxUZHbjMN6KoZJiDRqazBrGkiLSUZXH0FLra3TexNg8GP0tWl069O1DQ1RlDi8tpQDq0pxO0vwWNcgSQ7kCgWDr5rJwMun827+h3ya9SmhmlCWX7WcvHWNHFxTilsO0qVRPHRleod2S0pK+PLLL/F6vQwaNIipU6decMHm0/F7Gte/Fv/Jvnjcbr547B6aa6rpfekVZBrN2Gw2emX0QlWXREVWCwDdh0Uy5tq0tgwHu8XF+o+zqczzzZFiewQz+to0QqLO4u/fUuEr3N1aA2HpYKoAl8WnhLr3gM9XvQvY2GjmhmPFBAhw1+JXkMwtBIVHMO3hPxHRLRnR5aX+7SN46u3IIzWYJ+k4mnOM/Px8vF4vWq2WGTNmtNk6/RL2nEaaluYjnSxcKfNXcDjyBG/yKfYAD59e+ikpwWdXyp8Oi8fLpIP5lNpd5+UzDvD6oddZmLWQEfrufFCQCdYG0EX6NhvSr2xbqEpekcYvc9sKDsq0CrT9wvHLMOAsN7O4qI4slUSMTSLJ6mWY0YvDI1HlFrGLEg4BBo+LJUgQ8BjtiFY3iggtqhgd6iQ9yih/nCUmzGtLcVX4FGnIIHBiAupREbz77ruYTCaGDBnC0D69+OyRu5GJElfIdKQuWYK73kbdO5ng9FLnldjX6kHCp2obOTOVtCERFxQHslptzMwsosXjpU+ABrtX5ITN2eG4mRHBPJAQQaq/H7TWwaHPEI3lFL64A6/VTci8G4n405/O+/zngz9iVEdUOVwM3ZuDR4I1A1MZEHjuGHBobSl7lxejDVIx9MokegyPwmhxMvzFjYxVFBIvb8Hf35/bb7+9Q12DnyGJEuW5TRzbXEl5TmObb75KZsTVugyHy4pa68/U+x+jW/9BF9y//xRMJhN79+7lyOEjOJwdrRZ2JffmeGwyEaZGpmfuQOZV0r/XEC6/ZjwKhYKPKxt4+kQVIjA+JICPMhLbisT/jMr8Zla8fgQkmHJHL5JPs4uqcbi460gxex2+c99e5OTWQhenz/yUsTpCZqWd1Zql1Gjlls8PUNRgRSETeHxKd1LDA1h5tJrvj1SR7JZxtVUNAsx4bADRSXpcHpEVmVV8uL2YE/Un/Z7lAtP6RnPb6CTSo87/95m9o4rtXxcgihIKpYw+E2LpNTa2gy2CxWIhNzeXEydOUFBQAMBRTxT1ulQm94zgs92lhPir2P3khA5CuN8j/ohRF46CulYe/fYoxypNTOwRzsKbOq+b5LW4aP6hkKbsapaq9+ARvMyeNZueGV3jCSRJYu/yIg6v82XfT7opneS0YBo+Po63yYFMq8BwY09KCtax+pMvUChkLLh9GoERMaANAa/L50++7s++OVj6lYhXf0ru3joyN1bQUudbS0R0C+TS23p1+N23oT4XFl4CTjOkTPKR56dl67jdbux2OwEBAe2e7y6XiyNHjrBv3z6amk5tdmm1Wmw237lTklPpETqS7O1V7aw2o1KCCIsLIMDgR1C4Fn24BrnSwZZP36PwwF5AQOl/GXJVDxAgJi2YlIHhJPQytPXD0uzAWGEholtgB9uq84Uoinz11VcUFhYSGBjIzTffjF6vv6C2HG4vs97fw/EqEz0iA/j0miQyf1xK7s6tSOKpmjDeACUV/i24AxXMHXIzof7BaLY9TTwFyIfdCZe91KXzedxuPn3oTswNdYy6bh5Dps/i0te3U1Bn4ZkrM5g/IvGcbcw/Xsw6o5nZkcG8mX7uTcKltU28U15PtcNFq/dUn5SCQO6oXh2eO7/EHwT6eUC026m8516su32qcJRKNH36oE5LRRUTA3IFeD24a+twV1Rgz8nG22DstD15SAiBUy5FP3s2fj16dHqcy2Hn8OoVHN20Fkvjae0JAmpdILJgAy6VH06ZAodcxelfSmBgIN27dyc9PZ34+HgUCgUVTTaWHKjg+8OVVJtOTXAM/iou7x3F9P4xpOr8+PbFgzgsboK763mppQGz04OfUoYkgdMj/nwJ9E4MJifNHwsSd8WF8bcUnyKpttbC0d3V1GQ1Ya3uSKhoA1XMeGQAh39axJGfVqLW+uP38DP81ehAAr7sk8Qkw/+fD05Tg50l/9iP2+Fl2PQkBk5JBKChrIQ1b72CscK3A6sNDmHk0OuhQCRQ0BB+bQbavmG4nV5Ki5t4c90hjgtW8vokI4giszcvI6rVSJhewqyOALmS2bF1xJgOQnMpmabJ7Gq9mQBlM9f/tR8yQxKNX2TjyG9GplUQdne/X60+39Ro5uasEpyixMSQQD7v3Q1FF9IBTXY3Cz7dT+LhRcS0VpIW0MC0h56CjOldPvcfk6rfBvm1rVz6+naUcoE7F/Tj5Yp6xgYHsKTf+RVPkdxe6t48gqfBjnZQBCEzO6a0/hq8WlLLy6W1DA3yZ8WA9qSTJEk0f1uA7XA9LiSewkbiKAfrm5/BI3q4rvt1/Gnon86bHMlvymfmypnIBBkrp68kPjC+S5+TJJGcnEeprVuBgIKmnFTyT8ThDo4gNjaWW2655YzXUlm5mPyCp5HJ1Gjt/2bv12vxOAsBEOR+SN4z+/8BxKb34pI770elMXBsSyW5u6qxt7o7Pf5C4eevJGlAGEn9wvCLEXn+8LNsrdgKwMiokTyR/Dfqs+0UZzZgarCj0SnRBavpMTyKHiOiLqiqvbGylc1f5FFfWoPbthHR7SsKJPdTsz+xjuPdTLwx/g1ianuy6bMcJAkuuTWjrajz6aivr2fhwoU4nU7S09OZNWvWr1ae/4zf07j+tfhP96X06GGWvfA0gkzG8DseZN3W7QCEh4fTM2oEOet9Bb51wWqGTU/G1GAnd1c1lmYnCpWMcXO7kzY0smtjvPY4fHIZuE6SsFH9YNobEN2vy9crShKDtx6mCjmTt61gqmTlykf+jDbwFFlmLK5l16IN5IuV2IRTi69u3boxY8aMM95XySthWl+KZZtPfaiM0REwJgZNRig2yc5t62/juPE4oZpQPp/yeZdj0oO55XxT20SMWsnmwd0J6qI4wea2cdn3l9HkaOL18a8zMSAFvroWGnJ9Byj9IWUidBsD0f2R/PTYy9SYt9bhabB3aE+mUyJ2D6GiykJEnRXVeawkBI0Cye4543u6UTEYe4h8+eWXACxYsIBNrz5Hc10t/crqGPDmFzSvaETllWjyiOy2eNGEqEkbHEn/S+Lx8/91G76ZZhuzjxZiPjk/1sllzIgI5qpwPVubWnmnvL5tfj7IW88Lx5+hjymLxjx/6jODUOo8JL+0AGHSHwR6V3Ex+/JAbjlLaps6tzb6BSRJorHKQlCYFuVpyuV5n+xnd0Et80KKEW0tREZGcvPNN5+zrobZaCd7ZzV5e2qwmVxIoh2X5Xskr8/Ko/uIMYycfX07P/bfC5qbm9m+fTuZmUeRpFNkhMyrQub1Q+7R0OQfwpej0pBkAtfuqCe1xcGoaX3pN7492bHeaOKO7DLsokhvnYbPe3cj2q/9vdu1rJDMDeUo1HJmPj4QQ4yOLY1m7s0tp9HtQSuX8VZ6PJcFBeAqN+Mqb0WuU6FO0aPojIQ7id2FRu5afBiT3U1koB/v3jCAASfrgEmSxL8+OYLiYDN+ksB+tZvtWg8BagUS0OrwxaYAtYK5Q+NZMLJbB/vT80VtsYmd356gruSk/7kAMal60kdGkzIgvIOlxP79+1mzZg0AmZ5oMj3RgMCDk1J5cNLFnZP/VvgjRv06FDdYmPjvbUgSrH1wND0iOz+vJElYtleyacMmMhWl6JUB3HXPXaj1XbN8lCSJnd+e4NjmSnQKgQlhfgh2D/IQP0IXZKAM81niLn3mKSpzs0gfNY7L73v0Fxe8DRbPpNqezHbvn2k0+Ta3VBoFfcbHMujyROSKTuborXXw8USfECJ+BNz4Q5uK3ev1cujQIbZs2YLdbker1RIdHY1er0ehUHD06FHsJ8Wsfn5+9O/fn4EDBxIcHExWVhYrVqxos7ZJTEik9Fgj2Tur2212/nwPvK7jeOw7QHLiI88vR+nXgx7DI+k3OZ7gyK4JMy4UGzZsYNeuXSgUCm655ZYOVqHng2dWZvPprlKCtUp+vHcUcSG+34K1pZm8XdvJ372d2uIT7cj00xGqtnJp1Aki71sBsQPPeb7DP/3Ils8+xD84hFte/xClnx+f7Srh7ytz6B4RwNoHR59zXn/EbOOyQwXIBVg/qDsZnXihS5LEW+X1vFDcPrMoVatmQkggEwyBjNDrzlkH7g8C/Twhuly0LP0W0w8/4MjOPvcH5HIUoaHI/P2RhwSjTk5BnZqKdvBg1Gmp50XmiKKX0szDFB7YQ9nxo5gb6joeI1cQlNEfZXQ8lZWV7VK6FAoFMTExREVFERwcTFhYOPVSAIfKW+gbq2dYUgiK04iNqoJmfnwjE9Er0X18DJ+2NrOr0Jd+2zMqkLlD47kkI4LwAD/WGU3MP14CwLuRkeh2N1J4qB7ptPRGfYSWyG6BhETrCArXEJ2qpzRzN6vffBlRkFFx39MsdfkWdPOiDfyr+9nT+3/vyNtTw6bPc5HJBGY8NoDIbr5FtSRJOKwW9h44yM6dO9u+I6UkJ1EMB4OO0sYa3DILCL4YvTF9EEXhsWhcDqYd3UWIrbXtPCqlmrEDLkcjBJG5vhi7DcYHvk1P/T6ag9/CWhaGoJQReltv1PEXNha8ksSO5lZW1LfwXW0zbkni0tBAPsxIRH2SeMqvbWVzXj0T08NJi2iftlNvdjDvk/1UVNVwa8XniJKMa8cGEXv34vO6jj8mVb8drnx7J8cqTdw4KZmP5A5UgkDu6F5n9Bg/G5ylJho+OAYShN7SC7/UzrN0zgTJI4IgIMjbx0aPKDF4bw41Tjfv9kzg6oj27ZrWltK6tQIv8CdsOBMC+Ob2YawtW8OfdvwJCYkbe97IY4MeO6+4+8T2J1hTsoYpiVN4eezL59UXUXSRnfMI9fW+xUxrVSj5lcOxO/Vcf/31HZSnNlsp+/ZfgSjakbdO4eh3tXhcTuQKBWNuuIX+U66gtbGBpsoKXA47DquFVmMDrY2NxPToSa9xk9plMXndIpUFzVhbnNhbXVibnbQ2O3HZPQgyn9WKTu9Tpfv5K1H5yZGdnKR6PSJOqweH1Y3N5MRucRMS7U98hoHIboHITntWSJLE9ye+558H/ondYyc+IJ43J7xJsv7XVa/vcD+9Ise3VbF/ZTF2Uy4e+x4k0fdMcvbOoI9+LmVZvr/ThkYweUFGhzacTicffvghjY2NxMfHc+ONN6JUnp04aygvxW42E9+rzzmv8fc2rn8N/ht9Wfn6PynYs4Og8AhG3fkwK9eswWq1IpPJ6NW9H+bjQViN7Yu9BYVpuOzO3hhizrMuTdke2PsO9LoG0q+C89xEObR6Ba8cyWLLyKlEOyzsmzgEpUqFKIoUFxezf//+tnRgALWkJE0Tx9AZY4hJSzhjHBLtHhq/zsNZ4FPU60bFEHRZIsJp483kNHHzupspaC4gLiCO76Z9h1Z59sXuj/Ut3J5digB83z+F4fqu36t3M9/lvaPvEaOLYdWMVShkCnCYYf8HkPmVT0H2Syi1SFe+i0M+BvtxI46CZuR6NboR0Wj7+OYkAKLNjfVgHR6jnfpyE80VFkRJQPSTkz4lEW2oBnetFVd5K87iFiSXCDIB/6GRBIyNQx6owrK7GtMq3zUoY3XsUOeRVZWPwWCgd4iOQz8uI9GmoG/PB/ET5Fi8EhVJenpdkkBkUuBFyTz5GZlmG2+U1TFCr+O6qBCfDVrhJtj/IQfqqnkr9jo2GYbiFRSEuRr5qeJdbB+W4DXbiRrSjD7JDtcu7nJW3oXgjxh1ZhRYHYzdn4cE7BjSw5clcAFYfqSKB5dkkhYsY5JwHJvNRkpKCrNnz+5ScWrRK1Ke00RZViNVBfXUF23E6zzMz4yNPiKK2J69MMTGo4+Mxk+nQ63xkVSSJBEal9Cu3sJvBVEUKS0t5dixYxw7dgzxJJmidOrRueKICotF7adCrpQhIvFiIpRoYUCTyEshYfQYFnXGWingG0c3HCvG6PagkQnMiwnl3vhwwlS+Z7XXK7LyzUyq8luQR/iRfU003za2AJCh8+PDjMSu2VOdBkmS+GhHMf9cm49XlOgXp+fDGwcSHnjKUmL3D0Vknqx1ZdIKLNW5aHGd2tCLCFRz88huzBkaT6DfxcvAlCSJ0uONHN1YTlVBS9vrmgAlfcbH0ndSfDtbi127drFhwwYAysRgjsnTWP/IBAy68ys4/d/CHzHq1+Oerw6z+lgNV/WL5o3r+p/z+Kb9FXy0ehF2wUVfErlk6hS0/cMROiOuT4MkSuz48DjRxS34yQTEABUx9/VDHnjq91ZXXMiXTz0IwNx/vEpUiq9WltcjUpzZQPaaI1RV++KjWitj0OVJ9BwVfXY7NeMJWDoP6nMgJBlu3ehTtuOzyluyZAkNDQ1nvfbg4GBGjBhB3759O8Tn1atXc+DAAaKiorjtttvahDatTQ7KshoxG+00VtVRdnQpztYiAAR5BErtJGJ6pDF2bncM0RenXuLZkJOTw9KlSwG45ppr6N279wW3tSWvngWfHQDg05sGM77HmWs2uOw2qgvyKCo6zrIDXyK3eghXGAgxKXBYLAhI9I60M+jh9wlO6HzjzlhRxpK/PYHDamHybffSZ9IUwCe6HPrCRhxukWV3DWdgwrnr/fxs8drT34+1g9I6+Kx7JYm/F1bx0UmrsHviw7kuMoRwlYIgpS8zu9nZTIjfuc/1B4H+K+AsLsGRnYWzoABPfYNvJ0YAZUQkyugo1N174JfeA5nmtyn6YjO1YDW1YDebEb0eWpuMbF74Ph63i6QBg7nk7oeoqqklLy+PvLy8tnSU05GcnMwVV1xBcCdWNLm7a9j8hU9l1HN0NK1xGmISAhgQH9xh0fHAwWKWtJrROkRuX2ciwCERlRJE6qAIkvqF4a9v/+A+cWAPK954hePJvTg66nJqFb73H0qI4LFukcgu4qLmvwFJklj3URZFhxtQqOVMnJdOysBwJEli/fr17NmzBwABAQE5Ih1VVTJJidyjxSmo+X5wH4yBOvxcTqZv/Z6o2krckb3wqJ0IopzAlp6oXMEEGpTM7fYS9lJ/Wjz3ASKGkXVopky7oAJE1Q4Xt2eXctB86vdzZbied9IT2nbofjhSyVPfH8fh9k2g+8YGMTYtjIyYIPaXNLH0QAWtTg8P2r7BW9dMmMbBjW99hRBw9mI6v8Qfk6rfDiuPVnPf10fQa5UoJsVQ6XTzRe9uXBJ65tTjs6F5RSHWPTXIQ/yIuLffGa1cJLcXT4sTb7MTV7UFd40Vd40Vj9GGoJKj7R2Gpm8YqvgAZCo5qyqM3FpYSYggY1dwJH4KGQgC3hYntqMNuMp86pwXsbPdT+KnB0YTG+wjlZYVLOPve/4OwJTEKTw66FEi/M/t2d/saGbCtxPwiB6WXLGEnobztz+SJImKys8oLHwJSfKN8cbGWGqLBzHnunsJS/Ap3bxeJ4cOX0dr6zFsdUEULI8CBGJ6ZDD+ptuJ6HZxyejfAnlNeTyw+QGqrdUEq4P5/qrvz+kXf75ocjTx4b6FlG+x0712KJL9AF7HXkCJKvAGFOoQBl2WyIBLEzooViRJYtmyZWRlZREQEMCdd96Jv3/nqhCHxcLubxeTuX41umADC/79Hkq/sy/Kf2/j+tfgv9EXh8XCl089gKm+jqQBg5l454P8uHIlhYW+LAy1Wk2YNgEaDMTERZOQYSBlUPh5eVZfDOTv2cmq11/CqVLzwU1/wimT80VaFEGVpRw4cACj8VS2YLdu3eib0BPDNheCXUSmVRA4MR5lXADKSH9kKjmSKOHIa8L0UwmeBjuCUkbwrDS0fc5so2W0G5mzeg611lrm95zPo4MfPeNxAGV2J5MP5mP2iDyQEMFTSV1XJtVaa5n2wzQcXgevjn2VSxJ/4c0tSVB1CIq3+FRkzaVgb/alYwtyuOYj3wZFFyBJEvPe3EVGnpMASUAXrGbaff0IifaNUckj4qqyIA9SodC3H4fWQ3U0f38CvBJO3CzT7MMmOenbM52GH1czLvI6tIoArKJE0A09ieyihdSvgtcDm/4Ou9869Vp4T+pC0pkTej05cgO9XHZeefQO/ENDSXl4IMKhD33Fz+avhJhfV2upM/wRozrHzwV2H0uM5JFukRfUhs3lYdDzG7G5vHx4dQL71y/H4/GQkJDAnDlz8DvHM+SXOLqpgu1f78Rj34norQTJe9bjDbHxXP3UMwSGnp8FX1chiiLHjx9n8+bNmEymtteVTj3+1kT6D0tn0NTEdn7dX1QZebygEp1cxs6h6USqz00ul9md3JtTzgGzz7LSoFTwXb/kNus+s9nJE18dZX28AqtGhgDcHBPKX5Oj8TvPLDer08Nj3x1lzXFfDYur+8fwwtW929md5OyqZsuiPAD6Toxj+IxkZHIBo8WF2eHG7vKSGqFDfR61gy4ErU0O8vfWkLW9GmuLL6tJF6xmxDUp7TLuDh48yJo1axBFEUNYGAvmz0en++3JvIuBP2LUr0dWlYkr3tqJTIAtj44jwXBuBXTWriN8t2EFggTTXIOI1BjQ9gtHnaz3rcV0yjNuOHuaHNS/dxSx1YXJK7Hb4mHIzFT6TGhv7/rTO/8mZ/tmIpJSmfPcy1TmmdixpADTyUw1AZF0zUaGD2nFb847Z7/YI4thzaM+z3P/MLh5HRh866SSkhKWLFmCw+FAo9EwYcIE+vTpQ319PfX19ZhMJqxWK926daNnz56dZqBaLBbefPNNXC7XGYnpwgN7Wffe6zisFuRKJYOvnEtM+ljkCgWx3YPb19/5jWAymXjvvfdwOByMGDGCS35F/ZR6s4PL3thBo9XFgpGJ/G1aRxHSmXC47jB3bLgDh9fB1MhLGJ0dTN6+vQAIQEKf/sSk9yIyOZXAsHACQkJR+vnRWFXB0meewmZqITI5lTnPvYLsNNHeo98e5btDlVzdP4Z/X9vvnNfR4HIzdn8eTW4vDyZE8ORpc12rx8vduWWsM/q4gmdTork9LpyK1gq2lG/hcP1hjtQfIUgdxI/Tfzznuf4g0P+Poex4Jsv/9Rwel5Pg6FiueOBxwhOTkCQJo9FIRUUFDQ0NNDc3c+LECbxeLwqFgunTp9OrV68ztrl3RRGHfjpV9CF1cAQT5vVAoZQjekVKjhl9/n1FLXwyKZC6YAXJDoFPeySQ1k3foT23w0Henu389PF7fHPFAqojfenHIUo5L3ePY2onRZb+f4TT5mbth1lt/qwJ/YKpF3Mpr/d51AXZU1GafJN0t9KMXteITi4QgZ70ecMJTY1C9ErUl5rJL2jiSdFEqb+ATBTpnXuAYYd34RfdB6fC57fXLbwXl195CYFeiYYPjoIoEKj4nEDFt6AJgVmfQdLYLl//jqZW7swpo9HtIeC0dOQReh2CIODxivxjTS6f7ioFICnMn/JGW1ux2tPRN1TgsiNvYPUoueSyIfS+6dxe0r/E/6Vx/Xvri8crMv7VrVQ02el/eTf2eF3MjzbwzwvIBBGdHupeO4y3xQkKGZr0EGQ6JZLDR5p7jHbEVte5GwIQQB6g4vY0OQcMChYUO7nnRMfPSsB7OPgKF+9dP4DLercniZbmL+X5vc8jIaFRaOge3J1aWy2R2kieHfks3YI6pmwvzl3MS/tfoqehJ0uuWHLe9+F0mM3HKSl9C6NxEwBOp4bCnxKR2wKRRA+RQ4sJTm3G45CRvywJrX8cY2+4mZTBwy+qQvK3RpOjiVvX38qJ5hOMixvHm+PfvCjXL0kSy04s45WDr2B1+xbUwwPGMKr+SloP/oijtQxtUDyznn6R0Ngzb/ocOHCA1atXI5PJuOmmm4iPP7P1hSRJ5GzfzLZFC7G3+iZbqUNHMOmWu9EG6c96nb+3cf1r8N/qS11JEd/89TE8bhcDp05n7I23UFhYyPr169upiUJCQkhLS6NPnz5ER0f/x66v5kQ+S595Co/bxYDLrmR5//EsabJiaG3h6iPbkEsSKpWK/v37M3jwYEJDfWStp9lB4+Jc3JWWU40JINerQQSvyUeGyIPUGOb3RHUO5dL2yu3cs+keZIKMry7/iozQjosdh1dk2uETHLfYGRSo5Yf+qedMTT0dT+54ktXFqxkQPoDPpnzWtbEseuHH+yBzMQgyuPxlGHSLz/PvHNh5wsjdH+5nlk1FiFeGWutL4e4xIopAw9kFAN5WF7bMeiw7qii2VLFBdQxBELjc1osoIRyTx4EtwsHgx6Z1tfsXDmujTxlXttP396BbYOgdEOZT3ZXZnUw5WECzx8vQ40d4KUxL+uyr4curoWQ7qAPh+m8hfthFv7Q/YlTnWFzdyCP5FQwM1LJ64IXbXTy8NJPvD1cxf3gCN/cL4KuvvsLpdBIVFcXcuXPPu7Bb/t4aNn+Rh9frBLGS8Hg7Kj8zliYjTpsFl92OIJPhstlwOx3oQgxc/dQzhJ0stH0hcFjdlGU1Ym1xotYqUGuVmJ1G9h7ZTn2Dj2hWKdXopAjEuhDU3iAm3dyzg21ao8vDiH25mDxenk+N4dbYrhP7kiSxpamVZ4qqybc6CFHKebdnAsdb7XxebaTS4bOoM5i9LKgReGBB33Z2Ol1BdYudWz4/SG6NGaVc4OlpGdwwNL5drHNY3Cz+214cVnc7W87/JrxekaJD9exdXkxrk8/ab+iVSQy6PLHtmPLycpYsWYLVaiUsLIx58+ZdcFHB/yT+iFEXB/M/2c+2ggauGRDLq7O7Vpz7+2XLOHb8OHr8ucoxGCWnjSeFr2C3IBOQ3CKCQkAZrcNda8Xb7EQRrqUo0p/M7b7iwD1GRDH2ujQUJ7MjzEYjnz1yN26HDX3UaBwOnz+7JkBJxpgYeqY0E7BkIiDBrZs7t//Y+k/Y+oLv34mj4eqPINC35svMzOTHH39EFEViYmKYM2fOr9o42r59O5s3byYoKIi7774btVqNx+1m59efcWj1CgAiklK47J6HMcR2zU7vYkEURb744gtKS0uJjo7mlltuQX6eWeM/w+L0cN2He8iqMtMjMoDl94w8r3oJ2yu388DmB/BIPsvUea50Dn7xb4pb9Wc8XqH0qf09bhdhiUnM+us/0Ojax6bMihamv7MLhUxg8yPjiDec21ZodUMLt2SVIgNGBweQrvOj0e1hX4uFcocbBSJTNfmEe3PIb8ontym33efVcjVbZ29Fpzr7b+YPAv3/IKryclj1xj+xNDUiVyrpMXIsPUaOJb5XH2SyU4PBaDSyatUqSktLEQSB2bNnk57esdiaJElU5jdzfEslpceMSBJEp+rpPS6W/SuLaT5ZME6QCehGhPNsrBuLBDEyiRdVDsJbm7E0NdJcXUljVQVNVZVIksimkZdzuPcIAuUyHk6M5MZoA/6/8c79fwOiV2T3D0Uc3JZFa1ABXoUdJNCZU9HYowgM9SNjdAxhCQGoVDJYX4a71Iw8SEX4/QOQn+bL2erxcnd2KRuafBYuSreLyUcPM6NHDIcOHQJAo9EQ6QgkzBWAIdpAXFI+qpwlaFpL8NcF+Soja85uq2H1enmhqIaFVT4VXS+dhoW9EknQnFKUtDrc3Pf1Ebbm+wiN+yak8OCkNJptLtZl13K4rIWsKhPRej/mjUgkaMu/2bIliwCVh5s/+gGF3/mr4f8vjevfY1++2FPK0yuyCe4WSE1aAHF+KvYPS78gAtRV0UrTtwV46jsvKCmoZMj1apSR/iijdb7/R2rxNDqwHa7HcaIZ0eyiyF/GtaP8kUkSa8vlRDol8EpIEsiUMtxJgczbdYJCu4t5wxN49qozbwbmNObw4r4XyWzIbPd6kDqIN8e/yYCI9oq/2Stnk9uUy1NDnmJu+tzzvgdngtVazI4d16NU1eNxKWjIDEbp7yY0owVJhLINyWQMvYVBV8xA0YV0798jCpoLuG7VdbhFN8+NfI7pKdN/VXstjhb+vufvbCr3bT6kh6Tz8KCHGRblI5fMxga+ePxenFYrUandueKBJwgMa5/d0tTUxLvvvovH4+GSSy5hxIgRZzxXc00VGz56h4rsYwCExMQx4aY7SOjTr0vX+nsc1xeK/2ZfsrdtYu27rwHQa/xkJt92LwgCxcXFHDp0iPz8/DbLAIC4uDgGDBhASkpKlwkCu92O0WgkMjLynDY+P8Pa0swXj9+HzdRC0oDBTHvkT7z+2SLejs/AoVQzpqmaR2IN9OvXD7W6Y7q85BZp3VmJs8SMu9qCaDlVo0CmVaAdFEnAmBjkuq6N/ce3P85PJT+RFpzGl5d/iUbR/rn6WH4Fi6obCVHK2TCoOzF+XWtXkiS+yvuKl/a/hIDA11d8TYaha2okAEQRVt4HR3x+5PS6BkbcBx4nyJUQFOdTjf3i2SJJEnM/2seRwkZuEv0JsJz8jgVI7h/O0Cu7ndNL1FVtof7do2wUMimVNxDnDWWoNYq9VRsY76glafkPv+2mpLEQFs+E5hJQBcD0d6HnlR0OW/3Vt9we3g2vXIG/TMafkqO4JVQNX18HZbtAqYW5S6Hb6It6eX/EqM5R7XAxYE8OMiBrVC9Culgn4JfYkl/Pgk8PEBagZu9TE6mvq2XRokXYbDb0ep+FW1jY+SnEm6qt7Fha0CbIUWkU9J0YR+9xMWhOxguzsZ5lL/yNpqoKFGo1o6+bR78pV7Rb+50NP9sp5Oyspqqgpc2GUxTcWANKcGh9xLkgytFa49BYYxCQI1fImHJ7LxLPkNnxcwzqpdOwblAackHAK0psyKklIzqozV/3bGhxe5h9tIhjre1rKkSoFNwSEITys2JEm5eY7nouv7NPp9Ywv8TxShM3f36AhlYnoToVH9w48IxWAVu+zCNnZzUh0f7M/vPgC6rj8lvB4/JyYHUph9f5hG6jZqXSd+Ip4UtjYyOfffYZra2tGAwG5syZ07ap+3vFHzHq4uBIeTMz3vXV7fvuzuEMSjy3NYXNZuPdd9/FYrGQGpvElKChuCstvrXcWVg/ucGP8Dv6IAtQkbmhgj0/FCJJPvve8IQAZDKBsuxGLI3ZuK2rAFAHzqL/pSMYPLXbqTH7w11w9CuI7g+3bPDNF36GJMGWF2D7v3x/j3kcxj0JMjmSJLF161a2bdsGQEZGBtOnT+/y3K4zuFwu3nnnHUwmE73S04kQHRzfvB672Zd9M3DqdEbPnY9ccfEsm7oCt9vN+vXrOXDgAEqlkjvvvBODwXBhbXlFbvn8INsLGjD4q/j+7hFdylj4JX4q+Ykntj+BhMTdfe/mLimQxqWPUGYNptp/EA1OHa2NRtyOU3E8LD6RmX/9R7vaQafjQjaBHs2r4Muaxg6vC14zQQ2voXQVtr0mE2QMjhzMyOiR9A/vT09DT1Tyc8+T/yDQ/4/CZjax7r3XKT58oO211CEjmPbwU+0WDqIosnz5co4dO4ZMJuO6664jLa1z1UVVfjNr3juGy3EqhVDtr6DX6Bh6jY3hxL4NLF2xnO+nXI8pMASF20Wv/MMMPL6HYFMjP5+5otcQvhnlW1As6t2NyRdgE/F7Rn19PXl5eTgcDiwWC6WlpZjNPiWjUuZHsn4gad3TiEwOIiopqF2aj2hzU//eUV8hxoERhMzq+H3sabHw+OE8TggK5B43j4UYmKS2sXr16raCGGfCVDYxuF9v34LuDBAliZUNLbxQVEOZw6fyvTHawLMpMWhOmzCWGK3cseggBXUW/JQyXpvdr4Pi93R4HDYW3nY1FpeCiRP70O/2F85+AzvB/6Vx/Xvsi93lZcRLm2hyevBOisYDbB/Sg7QL9AKVJAl3tRV7TiOIEjI/BbIAJcowLQqDH4JGcU4iw9vq4on8Cr5sbWVqWBALe3VUiv9l+XG+3FtOz6hAvr97xFl3zSVJYk/1HlrdrYT4hfDaodc4bjyOSqbirYlvMSLaR6z+XDxUIVOwZdYW9H76C7oHZ0JBQSbZ2XcSGNTemy8h9mG6Jd3+H5+I/RZYeHwhrx9+HZ1Sx2dTPqN7SPcLaqfCXMEdG++gorUChUzBA/0fYF7GPGRC+wVs6bEjPksNqxU/fx1Dr76WjHGT0OgCEEWRzz//nLKyMhITE5k3b16HlE1R9HJ4zY/s+mYRHrcLhUrN8JlzGDh1+nn5yf4ex/WF4r/dl+Ob17Phw7eRJJGEPv259K4HCAjxLfwdDgfFxcXk5OSQk5PTjkwPCwsjLCwMg8GARqNBrVb7ijx5vbhcLhwOBzU1NZSWliKKIhqNhj59+jBixAiCgjqfi4iil++e/ysV2ccIjU9kznMvk3nsOGvWrKE8Kp41aQOQASsGpDI4qGuLD6/Fhafejuj04JeiRzgPxQ/4Mj6uWn4VLc4WBkUM4u2Jb+Ov9J3729om7sstRwC+7pvEuJCufYdWt5W/7f4b60rXAXB9+vU8OeTJ87ouwEei73kLNj5zZtsJ/zCY/h6kTm73cnGDhSlv7MDjFnluYDf8q5xU5ftIQ0GAXmNjGTkzpfOiYoD1QC0l32eyTLUPSZAIKi9BshiZkFNG2mefoR006Pz70xVUHYZFM8DRAvoEn4o8rGPsc9fVUXzZ5eQZwnn38b9xVOF7xr7XM4EZwWpYcgMUbQK/ILh1E4SmdmjjQvHfHtcXE79FX8btzyPP6uD9nglMjzi72KQzuDwig/+xEZPdzde3DWN4soGmpia+/PJLmpqaEAQBvV5PaGgoGRkZZGRkdInokSSJkqNG9v1YTFO1LxNLrpTRfVgkvcbEEBYXgMNiYeVrL1KedRSA6LR0pt7/WIdN5Z+X8IIg4HF5Ob6tiiMbyrGbT2X4hURrIaSFosYjeCRfhozWFYmmJRGZqEKtVZA+MpreY2MIDO0oijnaamPKwQIkYEX/FIaerL3w3KocFu4swU8p46FJadwyqlu7GlxnQovbw9xjxRwx2xih13FNRDDTI4LRymXUFpv48Y1M3E4vhhh/pt7Tl4AzFAstb7TR6nTTIzKQ3UVG7lh0CJvLS/eIABbeNKjN9q/dZ3IaWfmm717OeHQA0Sn6s17nfwsHVpewf6WvFtn4G3rQc9SprKympiY+++wzzGYzCoWCSZMmMWTIkItWPP1i448YdfHwxHfHWHKwgu4RAay6fxTKLmz+lJeX8/nnn+P1ettsQSS3F6/FjWh1gwSCUobo8OCqsOBtcaAbHdPOWq0it4n1H2fjsLrbta3WKpBJW2iuPoA2KJibXn0HTcBp98VcA+8OBYcJRj8CE0/LVt/+Mmx+3vfvyc/ByPsBH5e1atUqDh8+DMCoUaOYMGHCRfl9i6KXfZs2sG6Xz5LEr6IQpaUFnSGUiQvuJGXwxc8SOxfKyspYsWIFTU1NAFx11VX0739un/vO8K+1eby7tQiNUs43tw+jb5z+gtv6Ju8b/rHvHwA8MfgJbjDWwubnfG9mXI007Q1cogKHxYzLbscQF3/WDd6jFS1c9c4uZAKsf2gsKeHnziaQJIksi50jZhs/Vh4js3oLMncloVI1PfVxJAQmEOEfQbQumhHRI7rkef5L/EGg/x+GJElU5WaTt3sbWVs24PV4mHL3Q2SMndjuOK/Xy7Jly8jJyUEQBMaPH8+oUaM6DTzGSgur3srEYfXQZ0IsA6ckoPKTs+Przznw4zIA1N1S+WbQZAoNpx7gWkkkSi5gkSuoc/sWU3fGhfH3lN9fRfkLhclkYvPmzRw9erTDewqFgoyMDC699FK02rMrLpxlZhre87URdntv1En6DsfYPW4mfbWCorgUZF4vz6fFMaPGRfHyTGrkzdi6K2mxmzGbzbhcLlwuF344uJ9P0F6/uN2itdXjZXVDC59UGjkExqw4AAEAAElEQVRm8RHwMWolr/aI67DoXp9dyyNLj9Lq9BAeoGbh/MH07sQy4Wcc/fQ5Nq7dh07p5pYPv0WhvbAx+X9pXP9e+/LvDQW8uekE6pERmHQK/p4czZ3x5+dVfzFh9njptzsbm1fku37JjApury41O9wMe2ETNpeXr24dyoiU81PW2D12Ht/+OFsrtqJT6lh02SJSglN4+cDLfJHzBZMTJvPvcf++iD3yxeZ33nkNjXYnqSnBhITo0OuHEBMz9/8ru5azwSt6uXndzRyuP0yAMoC3Jr7FwIhzV2P/GW6vm8yGTB7d9ihNjiZidDG8Nu410g0ds6R+hqm+llWv/5PaohMAvgysEWNQJqaxY79PpXHXXXcRHByMvdVMY2U5xvJSak7kU5mXTavRt6ER36svk2+/D33E+Xvg/l7H9YXg99CXwoP7WP36P/G4Xag0WsbecDMZ4ya129Qwm80cPnyYgoICqqurz6t9lUqFy+UjjHQ6HQsWLOhUxbP728Xs+e5rlGo/bnjpdVSBet566y2cTieXX345X+gi+K6uGZ1cxt9TYrg+KuQ/Mp6P1B/h7o13Y3Fb6BPWh3cnvkuNR8VlB09gF0UeSYzgsW5d8z03OU3ctfEujhuPoxAUPDzoYW5Iv+HX9aN8H6x5BCwNoNKC2wGtNYAEMiXMXAg9r2r3kXe2FPLyunz0WiUbHhqLzOxm34/FlBz1ZcVFp+qZckevNuXtLyFJEuZN5fywfR2lsmqULhfqomOkVxvp228wsW+9dcbP/Sq01sGHY319ixkEc74B3ZlVxlUPP4x5zU9o+vUjbvGX/KOkjncr6glUyNg8uAexchG+uBIq9kFIko9E1/4/9u46PIprfeD4dy0bd/cAIYHgFoJbcVq8RWq0UIG6/+p221u/paXUhRbXQgV312BJIELc3dbn98eWtCkBkhDbcD7Pw3Nvd2dnzsnsvLv7zjnvqfuPvJq0hOu6oTRGX96Iz2BRag7TvF1Y2CGo3vt5dnU0K4+lMbtvIG9NNNfOLS8vZ+XKlSQnJ1fb1sbGhrCwMEJCQvDz88PZ2RmZTEZeXh5lZWUEBgZWS7BLJon4Ezmc3JJCbkpp1ePuAfYEdnTD1deG3EuHOPH7MvSaStS29nQZORe5IpDCrHJK8jWUFWpAJsPZ04bKEh3lxeY4aOtkRcf+voT0dGHX/q2cP38eMN+YnDBhAoGBgRj1JipKddg6mBcJBdBrNRRmZuARFIJMJkOSJCacuMixkgome7mwqKP5b7n1fDZzfzpWrf9tPey4s28Qw8K9yC3TYJKgR6ALin+VmzKYJMqNRpxqmBmQk1zCb5+fpqJEh52TFSPv74RvqDMAuy/k8s3eRPZeNMcPJxsVFToDeqNE/3ZuLJ7dE4caFv2MP57D1u/PYTJIdOjnw7C7rv79o7lJksTBdQmc3JICMhh5X0S1cjolJSWsW7eepCTzgsvdO0Zy2/QxzdXcaxIxquEUlusY9uEuCiv0/N/YcOYNqt16SmfOnGHNGnNOZ9iwYQwcOLDO3wMqSnSkxhRQXqxFrzHi284Z3zBnTHodS154nMKMNNr3HcD4x5+rvu9z62DVPYAM7v4VQgbBiSXw6wLz86PegaiHAXPyfMOGDURHRyOTyRg3bhy9GuAGeXlRIae2/M7ZnVsoK8hH6+GHzt0HBRIThgyiy8Ah1ep1NwWDwcCOHTs4cMA8q8De3p5x48bVWD2itko0evq9s4MyrYHPZnZnfJcbL4d4eeF5gIe7PcyDJidkGx8Bk8E8+3DC/6Dd8Ovs5W9zfzrG1vPZjO/iw2cza782zKoLq3jj4BsA3Nr2Vl6NerVWo8trQyTQbxKH169i37IfUdvZcc+HX2DvUv2LuNFoZNOmTZw8eRKA8PBwpkyZctUREXqdEZPBhPqvxQEPrVnO/pXmqboD7riLPhOnAbC/qIxFKTnsLCi9YubPcFdHvu8cfMUquZYqOzubH374oWoEeGhoKO7u7lhbW+Pn50dQUFCdphIVrrtI+eEslB42eD3Wo8aVsLct/4XXKuTEh5iDZ1ipiXsStIzq5ovvUPOXVZMkEVNawWe//oYpN5sRFXsZaJtIxtRlnJA5s7uglL2FpWj+mqppr5DzUIAnDwR4YP+vkjqrj6fx9CpzYr9XkAufz+qBl+O1RydLRiPfzhlPsUbB0IHt6LHgk1r/Df6tNV3XLbUvOaUaBry7kwo/GwwdnIlytmNd94Yb/VZXr8Wnszg1lzA7a3b1DrviC9y3+5J4c9N52nvZs/nxQfUrN2PUMXfLXE7knMDXzpfxbcezPHY5JboSPhv2GYMDar9uQG0dPnyYP/74AxcXFxYsWFDvunUtWYmuhEe2P8KJnBOoFWrGtxnPIP9B9PPth7XyyrihN+rZlLiJ5XHLuVBwAcNfi66GuYSx+JbFtVqQ1GjQc3bnNqK3/UHOpUT0rl5oPf3NiYKKImzLiqkoLsRouHLRZisbWwbfOYfOw0bVO2HYUq/r+mgpfclPS+HPLz4hK968doi9qxs9xtxK99ETrihzVFZWRkZGBnl5eRQUFKDVatFqtchkMpRKJVZWVlhbW+Po6EhoaCiurq4kJCRU1Vd3cHDg3nvvxdW1+nekjAuxLHvlGZAkxi54ivb9BrFq1SpiY2Px8fFh7ty5lBpN3HkmiSPF5pGhvRxtuc3ThQEu9ljL5WhMJk6UVHCipBxftRVTvF0ItrmyzEt9nMs7xwPbHqBYW4yPfRuKfd4gWSsxyMWeZV3boqjF+7lAU8ADWx8gtiAWJ7UTnw37jG6e3RqkfVfQV8L6h8w/lGVymPo9REz8+2mjiVs/209MZglRbdxYcl8flAo5l87kseXbc+g1Rhw9bJj2XC+s7Wv+XpV8Np8Niw5T4HEUZBI2qRdxystlUFwqIatWYdO55lJf9WLQwY8TIPUQeITD/dtAXXMpobI9e0id9wDI5YSsXoV1x44YTBK3nrzIiZIKopztWN2tHYryPPh6GBSnQECkuZyLjfMNN7WlXNcNoTH6sq+wlKmnEvCwUhLdLwJ5PT8Ldl/I5e7vjuBub8WhF4ZXjbCWJInS0lIKCgpISUnh+PHj1RbjvEyhUGA0mgcb2dvb079/f3r06FGtNJQkSWTGF3FmVzqJ0bmYDNV/aUnGEvQVGzEZsgEZCnUPlNaRyORXfv7au6jpPT6EsL7e5OfnsWLFCvLz85HL5QwcOJCBAwei/OvGZcrZaE7+uQkra2s6Dh5ORUkxe375nrL8PNr1jmLUQ4/xR5meh84nY6uQsz8yHB+1FWmFFYz7dB/FlXrm9A8h3MeBt3+LobhSf0V7xnTyZuGM7tcdmf5PJfmV/Pb5aQoyypHJoNe4EJI8FTy39gwAchnYWikp05o//yd09eWDaV1qXPgz5kAGO5bEggRtu3swYk5HlHWcIdTUJEli97ILnNuTjlwuY/SDnQn5q6zOmV1pHNyQQLH8EuUOSchMSsb1n0HPkW1a3MANEaMa1sqjqTy75jQOaiX7XxiGYw03i2pyuf43QK9evRg7dmyDzVrISrjIspefxmQ0MmbBU3QcOLT688se48+4MvJxwcXKgIculTYk0zZqAtajXgXMMys2b95MXFwcMpmMKVOmXHU9v9oqLcjj4OplnN+9vep3grWDIx0GDuF8iZa8/Hzc3NyYM2cOdnZ1L3NSX7m5uaxevZrs7GwAunfvzsiRI7GxqXs53H/6Zm8ib/0WQ6inPVueqN9v6H+TJInF0YtZFG2udjA6eDQjbQPoeeBrXAtTzBu1HQZR86Ht8OuujxOTWcKY/+0FYOncSPq1vf5vwezybCZumEiZvox5XeaxoNuCBo1zIoF+kzAZjSx96SmyE+Np26svtz39Yo1vpOPHj/P7779jNBpp374906dPr/rCdDUZF2JY/upzSCYTw+97mG4jx16xTaXRRIpGR7pGh4tKSaC1Fa4qRYv70K6v3NxcfvjhB8rLy/H29mb8+PH4+/vf0D5NlQayPjyGqUyPbQ9PXKa2v2JF59L8PBYvuI/YLsPZ1XMg5Srz8yqZjGAbc2IhT2eg0FDD9Ol/CbVVM8XLhdm+7rhbXXnO43NKGb9wHxq9iTv7BvHKhI61mwr257es+n4darmBBxb/iMrJ67qvuZrWdF235L48tTKa1ecz0Q72Rg5E94/Aw6rpy4osSsnhjQTziNKaplObTBLDPtzFpfwK3prYidl96z9arEhTxOw/ZpNc8vfIMC9bL/6Y8gcqecP3XafT8b///Y/y8nLGjx/fICMmWiKNQcMze55hV+quqsccrByY2G4iU9tPpY1TG0ySifXx6/n81OfkVORUbWensmOA3wBejXoVB6u6LXyl1WpZ8cvPJKakAqAsysM68xL/jKBOnl64+QfiGdIOv7AO+LYPx8rm+vVYr6UlX9d11ZL6YjIaOfnnRo7+uobyInM5D4/AYMY99hxu/nVf6PjfysrK+OGHH8jLy8PR0ZG77rqrqk6sJEkse/lpMi/G0XHgUEY9/ATr1q3jzJkzyOVy5syZU/V5b5Qkvk7N5d2kzKqb0tcS5WzHE0HeDHSxv+HvQxcLL/LIjkeItRqDxn4wjnI9f/ZoSxuHv28GSJJEhaECW6UtMpkMk2RiX/o+NiZsZFfqLjRGDW7Wbnw98mtCXRr5xqnJCBsfNddJV9nBvF3g8XfJuovZpUz8fD/lOiNz+ofwyoSOgLkW9KbPoikt0Fx1VGh+Rhm/LzpNSZ4G2055JOedR2Y0YJt4jv4xSfh360ngd982TD8kCTY9Ace/B7UTzNsJbjWP8tMmJHDpjhmYSktxufNOvF/8v6rnkiq0DD8WR4XRxDRvFz4KC0SVGwPfjQJtCXhGwOw1VYul1VdLuq5vVGP0RWcyEb7vLBVGE1t6taeLQ/0+E/RGcxmXogo9v9wfSf+rzI4zmUwkJSWRmJhIUlISubm56PXmhLKVlRVKpZKKCvNaMiqVirCwMMLDw6uNVAfzQpcJJ3PISy0jP6OMgsxytOUGJEmPSbsTfeVZ8z6s7QjrN5qOg4Zi7+JBcU4lRoOJoM5uKFUKYmNjWbNmDXq9HkdHR6ZPn14V39JiznJg5S+knj9zzb7b+vjx9ZSHyTBIPBfizRPB3pRrDUxbfJDzmSV0DXBm1QNRWCnllGj0rD+Zzi+HUkjILcPL0ZqcUg16o8TEbr58OL3bFSPRr0WnMbB3+QViD5nrtRcoTOxV6+kW5cMjw9vj42TNmfRi8sp0DA/3RF7DvpNO5/HHF6eRJIgY5MegO9rXuF1LJJkktn5/notHs5HJZQyZFUZlqY5D680jz528bEhT7kdjLMOupC09uvRk4B3tsbKuX73/xiBiVMMymSRGfbKHizllPD8mnAcH124UOsChQ4f4888/AQgODmbChAn1rrX9bwfXLOPAyl+wsrFlyv+9jm/7Duj1enbv3s3+/fupKc0ol8txdXXF0dGxqgyfXC5n6tSpdOzY8Ybac+n0SX7/9H0qS80ld33bd6D7mAm06x2FUqWiuLiYb7/9lpKSEvz8/LjrrrtqXOvmWiRJqor1BoMBmUxG+/btCQ4Ovup3wNOnT7Nx40b0ej22trbceuuthIeH31BfAQxGE4Pf30V6USX/ndKZ23s37CKoS2OW8s6Rd6o9FqSwpVNxLi5GIzaSRKBTGzrf8h4hvr2qSnPqTXoSixLxsPWoKq/yf+vOsPRwCv4uNvz5+CDs1deOV4/vfJztKdvp4t6Fn8b8hKKW64DUlkig30Ryk5P4+YXHMRmN9Js2i6ipM2rcLikpiV9++QWDwUBYWBi9evXC3d292he1y7QVFSx57hGKc7IJ7z+YsY883WqS4rVVWFjIt99+S1lZGd7e3tx99903fEfwssqYfPKXnAcT2Pb0wmVK6BVJ9C3/+Zh2hZ0ot7bhk2AFJ9vZk2GqnjC3kcuJsLcmoaCIQqUVcsmEtzaXUGMhA92cGNK2GxEe3lc9dxq9kYmf7yc2q5SBoe78eG+fWn+Z/POJsZzLkNMlzI1b3vixfn+Iv7Sm67ol9+VcRjHjPt2Hrq8HJicr/tven7v9mnbRoV8y8nkqzpz8fLGND48EXXnjZWdsDvf+cBQHayWHXhiO3XU+UK8npSSFD499iLO1M2EuYQwOGIyffeOVmLo8Ct3BwYFHH330hhe7aalMkomDGQfZk7aHnak7ySzPrHqug6t5kdrz+X9NE7fx4M6OdzIqeBQ+dj71+jwpLS1l2bJlZGRkIJfLGTp4EMGe7shlcuRKBXZOLtg6u6BshL93S76u66ol9sWg1xOzbyd7l/5IZUkxSis1Yx99mtDeUTe879LSUn788Ufy8vKwtbXlzjvvxMfHh7iD+9j0ybso1WrmfPIV23bvITo6GrlczrRp02qcPpuu0bEpt4jNeSWcLavAJJlHP0bY29DT0Y6zpZXsKSzlcuX2Pk52fN4xiIBaLvJ5NUvT0nnyYi5IJpxy3sHRcIlbgm5hTMgY5DI5i04t4nTeaYIdg+nn24/9Gfur3TRs59yOj4Z8RIjTlWtNNAqTEZZMhKQ94NnRXKrE6u+E5Z9nM3nwZ3Nd0zdui+CuqGAAMuOLWPuB+fGJT3bHr7355qokScQdzmL30jgMOhP2rmomP9OdpSuXkJmZibyijOBzJ+mVkEHQD99j17cB6pceWAhbXgJk5lHi7UfWuJmhsJBL029Hn5qKTc+eBH7/HfJ/zaDYkFPIw+eTMUpwi5sjX0YEY5tz1rwoaVk2OAfCvN03VM6lJV7X9dVYfbn7TCKb80qqkr/19fya0yw/msrtvQL479QutXqNJEmUl5ej1+txcnLCZDIRHR3N/v37q2reXmZlZYWdnR02NjaYTCZMJhN+fn706tULX19fNOV6dJUGHFytuXT6OLuXfEdBemrV633ah9O2ZyRtevTGzT+QQ4cOsWXLFgBCQkKYOnUqdnZ2pMWc5eDqpaScNS+urVAq6Tx8FJJJInb/boxGA5G3TcO/Yyf++Pxjtvq1Z0/fUXirlByI6ohaJmPeT8fYHpuDu70V6x7uX+PioZIkIZPJ2HIui4d+OYHRJDGusw/vTulcY4mVa/0Nd2xO4tSvl7D+K8jaOasJjHDF3f9yDV0ZSpUchVKGQqUw/69SjrbCwI6fYjDoTXTo78PQ2eEW97vWaDSx86dY4g5nVXu89/gQeo8N5tjxY/z222/IjWpcc/vg5G7D4Jlh+LV3uebaEk1FxKiGt+pYKs+sPo2ng5q9zw2tcdbF1Zw/f561a9diMBhQKpUMGDCAPn36XLcc7fWYjEaWv/YcmRdikcnldBg7kYv5JRQUFQHQsUMH+oT7U5oRR3peMRcLFeT/Kwa2bduW4cOH4+tb/9IjksnEoXUrOLBqKUgSnsFtGXbvA/iFX5mQz83N5bvvvqOyshJfX19mzpyJvX3t6nInJCSwa9cu0tLSrnje3d2dzp07ExwcjK+vLyqVioKCArZs2UJsbCxgvoExZcoUHBzqNqDoajZGZ/DIspO42Vmx//lh11w/rL6OZR1jS/IWjmYdJb4o/qrbOShs6OrdE0crR/al76NEZ76J4WrtSohTCP52QWw+ZaCwxIGR7Tvy9oSBOKuvzEuaJBOr4lbx1uG3UMqUrJiwgvYuV1/bsb5EAv0mc3rbn2z9+jOAGuuhXxYfH8+yZcuqpg8CuLm50blzZwIDA3FwcECtVrNrybfEHdyLjbsnfWfeS1JyComJiTg5OTFo0CDCw8Nb7CIlDaGiooLvvvuOvLw8PD09ufvuuxt8Sk9FdC4FK2LBBNYRbrhMDkVhZ/4iqUsvI3vxSWR6yNWk8aBCjo23J989HEWWzjz1yE4pp6OdDSq5jMzMTBZ98w0yo5Epip10NZ4yH0SmgHYjoOvtEDIE7P6+uyxJEs+tOc3KY2m426v547GBeDjU7o6r7sJuFr/yLnpJwR3PPYdfj4E39LdoTdd1S+/LHV8dZJ9JhyHMiQHO9qzu3q5Or4/NKmHfxTym9QzAybZuicplmfk8GZuKBMwP9OTltld+MZIkiRlfH+JQYgH3DQjh5fE3NvKgORgMBhYuXEhxcTEjR46kX79+zd2kRmc0GdmfsZ+VcSvZl74P41+LC9qp7Hio60NM8JtAdmY2VlZWeHl51eqL6T9lZ2ezdOlSiouLsbGxYcaMGQQGNuyoimtp6dd1XbTkvpQVFvDH5x+RcubUVUvT1Ud5eTk///wzmZmZqNVqZsyYwbYP36Q4J5uoqTMpd/Zg//79yGQypk2bdkMjntI1Or5IzWFJRj5ak0SwjRUbuofipa7fjZ1UjY7hR2MpMZgYZZ9PaebnXCy8eN3XOagcuK3dbYxvM56Obh2bPllUmg2LB0B5DnS/E277rNrTH22J49Md5h9es/sG8sr4CKyUcnb9Esu5vRk4e9nSf2o79FpjtZrQ/uEujLwvAhsHKwoLC/niiy/Q6XRY5WXS8exZurr7Erx8GbI6LBJ8hfMbYOXdgASj34W+D9W4mWQykXr//ZQfOIgqIIDglStQutS8QOWWvGLmnbuExiRxu7cr/+sQCIWX4MdboSgZIh+EMf+td5Nb8nVdV43Vl8s38NvbWrO7z5Wl42rrcGI+t391CGuVnEMvDMfZtv43yCRJIj09nbNnz5KcnEx2dna1xZP/zd3dnaCgIEJCQggLC0OlUmEyGondv5tzu7eTcu60efYEIAHGgHZU2jsDEOzlSff2bTEZ9Fw4tI+08+bR63KFks7DbqHPxOk4upvr+xsNBmRyWdVCcCmFhQw8egGtSs3c9BjenD2D1zee4/v9l1Ar5Syf15fugddfnHVjdAaPrziF0SQR6GrLjD6BJOSWUaYx0MnPkc7+zrjaWmFjJadMaySvVEt8bhln0oo5cqmA3FItVhKMkNvQrUKBXnv9mbj/FBjhxtiHO6OoQwmZlkSSJA7/msjxP8w3SCNva0OvMcEA6PV6Pv74YyoqKvA0dEHKcwZAqZLjFeKIR5AjHgH2uPra4+xl0+Sla0SMang6g4nB7+8ks1jDu5M7c0efun0vLigoYNOmTSQmmmcyKJVKunfvzi233IKVVf3jmrainI1ffkZscioGJzeQyZAZdKizUlCVFuER3IbbnnoRJ0/zIKri4mJyc3MpKCjA29v7hr/f6zSV/LnoYy4eNtcV7zx8FMPueeCK8oD/lJ6ezs8//0xlZSUuLi7MmjWrasbiv10ecb5z586qxLlSqaRTp07Y2dlRXl7OuXPnqmYdXWZra4tWq8VoNCKTyRg0aBCDBw9u0JzaxM/3cyq1iMdHhPL4iIZPMv9bsbaY6NxoLhReoFxfTllJOhcSNxMjM1D5r37ZKm2pMFRcc392SjvmuvVgTso5ZCYjB5w9+cSYQ4zBXBJtbsitPDrgTfj336w0G6KXQcohUNuDzV+fRwYtKKxg3AfX7YtIoN+E9iz9gaMbViNXKJn8wmsEde5W43ZJSUkcPnyY/Px8CgoKqiXTa8vNzY2IiAjCwsLw9PRsVSMsDQYDS5YsITk5GUdHR+6///5Ge6+Zk+hxYJKQO6hwGOiPzEpOyZZkTBUGSuQFbE38gXOOoWxxHXzNxRR3797Nzp07sbJS8WAPBa6XNkHWv6ZjuoSYF66y8+Bsrp7zqXlIMhl9u3UmqG1HCB8H1tdeOBSjgfPvTeWPUwacHVTM+XrtDf8wb03XdUvvy664HO5afgLdIG9kwJn+nWos7fNvqQUVfLgljg3RGUgS9Alx5Zf7I2tV7gdg6V8/XCVgjp87b4f61fi+uTz63EohZ8fTg/F3ubGREM3l5MmTbNiwARsbGx599NEGm73SUhmNRvR6PQaDgczCTHZf2E1JUQk+Jh/ysvLIz8+vtr2Liws9evSgW7du1x11ERMTw9q1a9Hr9bi5uTFz5swGm2paWy39uq6Llt4Xc2m6p8lOvEhon37c+tT/Xf9FtaDRaFi6dCkpKSnIAeukGBxt1HSZPY8t27YBMHHiRLp169Ygx0vV6JhyMp4UjY72ttas7d6uVrH2nwwmicmn4jlSXE5PR1vWdw9FKYPo3Gh+S/yNLclbKNeXMz1sOneE3cHZvLMcyTpCqEsok9pNwlbVzPEzaY85QYxkXnwz7O/F7SRJ4vOd8Xy49QKSBCM6ePLN3b3RVuhZ+tphKkp01XalVCvoOSqQHqODq82Ui4mJYcWKFWAyYRd/mi6XMugx8248FsyvX5uzz5trlBsqoc88GPPeVWt5Fvy0hOz//AeZtTUhq1ehbnftG9J7C0qZFp2ADNjWO4wIextI3AU/3WYe8PDQfvCs38JhLf26rovG6kuJwUjX/WepNEn83jOUHo71GxgjSRJj/reX2KxSXhgTzgN1KJ1wPQaDgaKiIioqKtBoNOaSTCYT586d49y5c9V+s9na2tK9e3fCw8Px9fVFoVBQWpBH4vEjxB87QlxeIToHcxJBnZ2KqiC7WrkzuUJJpyEjiJw0HUePqy8qX6w3MC06gdOllXjlpnPnmsV43XY/L582x7NFs3owtnPtSxAdTy7g0WWnSC+qrNsfB7C1UjCgnTsvjO1AgKM1GfFFpJwvoKxAi0xmPjdGg4RRbzT/r8H01z8JjwB7Bs8Ma1FlTeor+Vw+JqNUVQv9sl27drFr1y48PTzp4DSExJP5aMqvrEUvk4GdixondxscXK2xdVbj4m1LaC+vRhutLmJU47hc77qNux1bnxxcp9JIYL5mzp49y/79+8nKMs9uCAkJYcaMGfVOom/bto19+/ZV/beqtBB1xiVk/5hJb+/mzvSX38bFp2FnBJfk5bD+v2+Qm3IJuULJiPsfpvOwmmeQ/VteXh4///wzRUVFKJVKBg8eTL9+/arWs7o84nz37t2kpv5VSlKppFevXvTv37/a7xmNRsO5c+dITEzk0qVLlJeXVz3Xpk0bRo8ejafn1eNufVyuK65SyDj4wnDc7RtmPZ4601Vg+PM54s4u45S1mnylFf1cI+je/la0zgEkmbQkVWZzqTSV1LI0zuakkGsspFL59zpWt5WWYZTJ2GRv/py2M5m4u7iEuUUlKO29oMME6DwNSrPg9Aq4sBmkq+Q0rRzg/66cIfBvIoF+E5JMJn779H3iDu7FysaWO17/Lx5B156uq9VqiYmJ4fz58xQUFFBaWopWowEk5HI5jk7OODg4EBQURLt27UhKSuLQoUNotdqqfchkMpydnbG2tkapVBIcHMygQYMsNqm+YcMGTp48iVqtZs6cOXh51b+2d23o0kopWBmHIaf6F0lVgAP6gUpWvP08kkzOT353MKhn+FVXKjaZTPzwww+kpKTg7+/PnDlzkOfHw+nlcP5XyL/+iDUc/WHSF+aVsS+TJChKgUv7zD/04reyKtaPlAoX+o0fS9SdD99A781a03VtCX15c9N5FhnKkJyseMbHg6fCr/3lZcOpdF5cd7ZqgSYrpRydwcQ9/YJ57daIa742XaPjpYvp/JFnvnN8r587/7lK8txgNDH2071cyC5j3qA2/N/Y+q9A3tyMRiOLFy8mNzeXyMhIxowZc/0XWaj09HSWL19OaWnpNbfz8vJCr9dfMV3dw8ODgIAAnJycsLOzQyaTYTAYKC4uJjs7m4SEBMD8hX7atGk3PL20Pizhuq4tS+jLP0vTTXjyBdpH9m+Q/R7+dS1b9h3AaGsPJhMqKxX6v9YSGTZsGIMGDbrOHuomuVLLxJPxZGr1DHV1YGmXui3s9n5SJh9eysZeIWd77zCC/rU4qdFkHsV0ucZki7TlJXM5FDtPmH/4ijIlO2KzeWDJcfRGiQ3z+9M1wJm0uEKO/3EJXaUBg95EYIQbPUYGYuNw5Y95SZL45ptvSE9PxyovE3VuOqHZhQz/4H/Y1XUNCm0pfDXU/H2pzVCYtRoUNSfbtAkJJE2egqTV4vXKy7jOnFmrQ8w7d4lfc4oY6urAsq5/JV6Xz4LYTeZj3rnuuotv1cQSruvaasy+zD+fzJrsQu7ydeO9sPqvs3B5AT8/Zxt2PzOkToti1ldlZSWXLl0iOTmZ8+fPU1JSUvWcSqXC1dUVBwcHdDod2dnZVQstdw7wxVEyUF6Yj8loRKFU4eTlTffRE6pGnF9NmcHI7dEJHC+pwFWl4OWMc2Ss+RmdXMU671u5Y2x/nryl7qMciyv0fLL9AlnFGtp7OWCvVnI6vZjYzBLKtAbKtQbs1UrcHdQEuNjSyc+JrgFO9AxyqVOZiptNRUUFn376KRqNhvHjx9OzR08KsyrISiomN6WUvNRSCrMq0FZcueA6QHAXd0bP69QoSXQRoxpHmdZAv3e2U6Ix8P29vRkaVr+krCRJxMfHs2rVKnQ6HUFBQcycObPO9cCjo6NZt24dAOHh4QwYMAA/Pz8qS0uQTCa0FRVseP9NCjLSsHVypsvwUbTtGYl7UMgNl2DMToxn3X9fp7yoEFsnZ2596kX8wur2W7KsrIw1a9aQlJQEgKurK3369MHJyYl9+/aRnp4OmBPnPXv2ZMCAAdcdCCRJEpWVlVUx28vLq1FmBb726zl+OHCJMZ28+WJ2zwbff52lH4c/noe0I7XaXAesdrDnv24umP76+8iAmbZteMAmGJfSHEjcDfrymnfg3xsiJplzV5WF5sXsFVagsoF+C657fJFAv0kZdDrW/OcV0mLOYu/iyoy3Przul6N/2r9iCYfWrsDOxZV7P/oCte2VozM0Gg1xcXHExsaSlJSERqO5YhtPT0+mTJnS6Mnnhnb8+HE2btyITCZj1qxZtLvOaKKGIumNlO5JR59VjqQ3oXCywmlUMHJbFWv+8wqXok+QYu3PVt/R7H1xDG5XuaNYVFTEokWL0Ol0TJ48mS5d/lGbsbIQMk6RfOkiy3edQmXS0i3Eg2GhrlCSDgk7zdOIkYHPX6/TlEBpJhj+Psf5Wlt+SOwByLh/4bdV069uRGu6ri2hL3qjiUFrjpPkocK2RM/ugRE11q0s0eh5/dfzrDlhvmvbK8iFVydEkFlcybwlxwEY18UHXydrJAkKK/RoDUYcrJVYqeQclQxE20kY5TJkEgxTqvmyTzvsr1LzcsXRFJ5bcwYnGxV7nhla5xIxLU1CQgJLlixBJpPx4IMPWlw8rA2tVsuXX35ZLSlubW2Ns7MzLi4ueHt74+3tTUBAQFXi+/KN22PHjtVYM7Amffr0YdSoUVWjQJqaJVzXtWUpfbn8fcTGwZGZb32Is/eNLbKYcvY0q956EQkZUofulEvmL+cKhYKoqCiGDx/eKD9oYssrGXn0AjpJqnHR5Ks5VFTG5JPxmIBFHYOYXMvXtTh6DXw5CPLioNMUmPLtFQniJ1acYt3JdCZ19+Pj27vV+RBxcXEsW7YMhUyGTewJZCYjPuVaIm2cUShVWHfsiE337pgqK9AlJKL09MR5+jQU/ywlJUmw5j44uwYcfOHBvWBXfXSnXq/nwIEDZGZkkHvyFHq9DoWNLTbBQVhbW2Nra0tERATh4Vevr3ypUsvAw7HoJYlVXdsy0NUBCpLg80gwamHQMzDkBZArwGQy10ivxQKjlnJd10Zj9mVfYSlTTyXgqJQT3a8TNvVMfGv0Rvq9u4OCch1fzOrBmDqMwG4IRqORCxcucPr0aS5dukRl5ZWjua2trZk0aRJhYWH1OoYkSdxzNonNeSU4KxWs6d4OH0nivcefxKMsDYPKhnvffh/PoOAb7I3QkC6vw2NjY8MjjzxyxaADSZKoKNFRkqehJK+SskIN5YVazh/IxKg3NVoSXcSoxnO5nNKoCC++vLOON47/JTU1lZ9//hmtVktAQACzZs3C2tq6Vq/Nysrim2++wWAwMGjQIIYNG1bjdhXFRax66yXyUi79/aBMhoOrO/4dIug8bCSeIe3ITU4k40Isl6JPkJVwkR5jJtD/9juv+HzNT0vl9PY/Ob39TwxaLe6BwUx67hUc3et/MyE6OprNmzdfEVuvNuK8uWkNRiL/s52iCv0N3UhpcJIEOefhwp+QtNf8naY8D5DMyW21Azj6YXT055ckOzZmu5PnZ43ObSnedt68GvUqXTz+kc8y6ODSHji9yjzwwNoZukyDLneA540twioS6DcxTVkZy199lvy0FHzDOnL7a+9U1bC7lvS4GFa89hySycStT/4foZHXr9t7eVGc/Px8dDodpaWlbN++nfLycpRKJVOmTKlxIa6WKD09ne+++w6j0cjw4cMZOPDG6no3lOykBJa99BRGg4F8lQsB0xfw0K2RV91+z5497NixAxcXF+bPn4/yH3VAc0o0TPhsH9klWkZ29GLx7J5/T4XWlsGWF+H4D1fuVKYAv56YggawfEsGmSnptO0VycRnXm6QPram69pS+nIit5SxZxNAkvA5UcjPM3sS4ft3+Z49F3J5bs1pMos1yGXwyLBQHhnWrmqU1Ydb4li448qFQyTA5KbGEOqI5GQeLSgr1KI6X4S8zICTjYrZfQMZEuZJZz8ncku1nMsoYePpDLaez0ZnMPHSuA7cP7BNk/wdGtuKFSuIiYkhJCSEu+66y+IWrbqeyzN2HB0deeCBB7C1ta1TH8vKykhNTSUjI4Py8vKqKY5KpRJbW1u8vLzw8/PDx6dpkxP/ZinXdW1YSl8Mej3LX3mW7MSLuPj4MuPND7BxqF97K0tL+OnZRygryKfT0JEMu+8hEhMTcXZ2xt3dvdFvzHyYlMX7l7JwVynZFxmOs+raJQRSNTomHL9Ilk7PNG8XFnYIatT2Nbr04/DNLebptbe8Af0fq/Z0dGoRt32+H5VCxv7nh+HpULsf65dJksTixYvJzs6mg58v6Vs3IMlk+BeU0Dk1l5oiksLJCZe77sR+0CCs27VBtvlZOPUzyJVwz+8QWP17lsFgYMWKFVy8eP3ZfD4+PowcOZKQkOqzQEtLS7lw4QLL1S4syS2hg501v/Vsj61CDns/hO1vmDcMjAI7D7i01zxyf8H1R29ZynVdG43ZF5MkEXkohlSN7oZvTH2wOY7PdsbTO9iFVQ8231onJpOJ/Px8ioqKKC0tRS6X4+3tjYeHxw3FtiUZeTwTl4aVTMb6Hu3o7mDLgmUn2XIqmem5v+FakYWtkzMTnnge/w6dGrBHwo345wzI3r17M27cuFq9LuV8Pr9/cQaj3oRfmAuj5kZgY39jC2D/k4hRjedCdikjP96DUi7jwAt1/wz9t/T0dJYsWYJGo8Hf35/Zs2dfN4menp7OypUrKS4upm3btsyaNeuatb31Wg0XDx8g4dhhLp0+ia7y2rWxL+sx5lYG33UfhRkZJJ08StzBvWQl/P25HNSlOxOeeAF1A8xW1Wq1REdHc+zYMUpLS+nRowdRUVF1XsepKVxePNTb0Zr9zw+rcymflqCwXMeg93dSqjHw7pSO3N4ruEl/N4sE+k2uOCeLH595BL2mkoEz76HPbVOvuX1lWSlLnn2U0vxcwvsPZuwjT9f7DVtWVsa6deuqpt2PGTOGyMirJ3xbAq1WyxdffEFRURHh4eHcfvvtLSrRlXEhlhXvvompvBiDXEX/SVPpM2ESVjZXfjhotVo+/fRTysvLGTduHL179wbMC43c8dVBTqQUEeppz7r5/bFX1/AjPusMlGSYk+ZWtuDoCw4+oFRzbNM6di/5FisbW+75cBEObjXXY6+r1nRdW1Jfph6/yL6SchTJZTgllvHEiPZM7O7Hf/+MZfVx88jgIDdb3p/alT4h1afdS5LE9pgcLuSUUlRhrq+YbSNjJzpyMC+ApQYmqu3oKVNRUK5jw6kMkvKuMu3qL1Ft3PhhTu9WM0W3sLCQzz77DKPRyPTp029occKWpqr2MHDPPfcQHBzcvA1qRJZ0XV+PJfWlvKiQpS89RUluDr5hHZn8/Gt1/lFkMhr59aN3SDh2CBcfX2a/+z+srJt2TQKtycSIo3FcrNAy3duF/4UHXvU7Rp7OwG0nLpJQqSXMzprfeoRi3xri4cHPYfNf9ewnfQld76j29ORF+zmRUv+Fr86ePcvq1atRq9WM692Dbd98hiRJ9OkZRagOKs+cRqE0YGVKpjypHF3R36+Vq2S4RxThGl6J7Nb/QY+7qu1br9ezatUqLly4gFKppPP5GOyys/CYOhX7kSPR6/VoNBpycnI4evQoer0emUzGmDFj6N27N6mpqRw9epRz585hMplQuLiytPsQCo0mJnu58HmHv94P0SvgtydBV/b3wa0c4ImzYON8zf5b0nV9PY3dl8ulkbo62LC2ezvs6plkzi7RMPC/O9EZTSydG0m/tg3znbglSKzQMvxoHJUmE6+29eWhQE9WHkvl2dWnUcplLLu7CzHf/pfc5CRkMjn9ps0kctJ0ZA24GJ5Qf4mJifz0008AdOrUidGjR9cq6Zd6voDfvzyDQWvEwc2asQ91xtnbhpKSEsrKypAkiYCAgHoteihiVOO6/Bn67OgwHh5y4zPoMzIyWLJkCZWVlbi6ujJ58mT8/f2v2M5kMnHo0CG2bduGyWTCxcWFuXPn1qncoiRJVJYUk5+eSuy+3cTs341eU4m9mzteIe0I6twVg17Pnp+/A0ChUmH8xwKdMrmctj370GX4aIK79rgp49Cd3x5m78U8Fgxtx9Oj6jfrqCX4ak8C//k9Fi9HNbueHoqNVdN9/xUJdIEzO7ewZfGnyBVKZv3nIzyDax7RadDp2PjJuyQeP4Kztw93vvu/GhOzdWE0Gvn99985ftxc5qEhF+ZqDOvXr+fUqVM4OTnx0EMP1XqqUlPKycrhg+dfxKsyEwBrB0dCe/clNLK/+cPiHz/GL0/fs7e359FHH8XKyqpqepejtZJfFwwg2L1uiycVZmXw09MLMOh13DJvAV2Gj26wvrWm69qS+nJ5QTO5SUK1KxOZXkIuA5NknmF/d1Qwz44Ow7YWC999n57H/11IQwLsFHJm+LjyaKAXnuq/y7AYTRJ/ns1i0+kMjiQVkF+uw0ohp42HHX3buDG1pz8Rvo4t6uZVQ9ixYwd79uypcVaIpdJqtXz22WeUlpbSv39/brnlluZuUqOypOv6eiytL3mpySx/5Vm0FeW4+gUw8ZmXar3olKasjI2fvEvKmVPIFQpmvPkB3m1DG7nFNTtYVMakk+ZZOwsCPXmxjc8Vse5YcTnPX0jjbFkl/tYqNvYIxUfdcCMAm93mF+HgZ+ZR3tN+hA7jq576NTqDR5edxN1ezf7nh9b5JqrJZOKrr74iKyuLzp07E2KjZOePX4NMxtA7ZtBd8zuy2I0ASCYoSbGhJMWGijwrTDrzj22Hft3w+fTrqtIuOp2OI0eOcPDgwaqZlWOt1Nh89x2qoEDabtyI7F+LrJWXl7N582ZOnz4NgKOjY7Va1Wq1Gq1WS667D+sjIjECr7T15eHAv6Zb5yfAka/B1g3aDAbf7qC4fjkzS7uur6Wx+5Ku0THwSCwVRhO9He1Y0iXkurNCruaVDWf56WAyvYJcWPVgVIN/f9HojSw5mIyfiw23dPSq9cLtN6LUYGTyyXjOlFXS39meVd3akpBTxm2f76dCZ+SZUWHMH9oOnaaSHd8t5tzu7QAMu/cBuo+e0OjtE2pn165d7N69G0mSUKvV9OjRg549e+Lufu0bPanx2Wz8aR/F2myMVuWYVJWYTKaq54OCgpg0aRLOzs51ao+IUY3r8g2uIDdbdj41pNpi2/WVlZXFL7/8QmlpKTKZjKioKPr161d1M6aiooJ169ZVzczq0KEDt956KzY2NzZIQa/TYtBqr5h1eHbnVjZ/+SlIEkorNT7t2tO+7wBCI/th52yhZe4awM64HOb8cBRJgj3PDCXQrZkXkL8BGr2RER/tJq2wkqduac8jw5vuO7tIoAtIksSGD94m4dghnL19uOP196oFF0mSiDu4l71Lf6QkNxuFUsmMtz7EK6RhVpOXJInt27ezb98+7OzseOSRR1pkYvr8+fOsXLkSaPmjKD/feZF1a/9gYPER7LVFVY8PuOMuIidNr/pvg8HAZ599RlFREYMHD0bn2YEH/qpZ/c1dvRjRsW61mCVJYt27r5F06jiBnboy9aW3GvRHQmu6ri2pL5IkMeJYHOfKNIy3suHEjhQKynWEetrz7pQu9Ay6/pcRkyTxflIWHydnA3CXrxsvtfXF8TrJD0mSyC3V4mpn1SSLbzUnrVbLwoULKSsr45ZbbqF//4ZZELE5bdmyhQMHDuDs7Mz8+fMtdtHo2rKk6/p6LLEv2YnxrH//TcoK8lHb2TFwxj10GnoLiqvcjDIZjVw4vJ/9K5ZQlJWJSm3NmEeeIrR3VBO3vLrv0/N44YJ5ds8cP3cGuThgrZBxrkzD7oIS9hSaRx67qhT82iOUdrYt7zvTDTGZYN08OLPKPMtt4hfQ9XbAvDZH/3d3kFOqZfHsHozuVPeyTenp6XzzzTdIksSsWbNI3r2F6K1/ABBoW8gtvok4958NHW6F3FgovISkLafwcDrZG2LBYMAqOBi//32CVWho1cLsAE5OTtwSHIzy1deQdDr8F32Ow1Xqu0qSxL59+9i+3ZxYVCqVdOrUiT59+uDi4sLSpUtJTU3lrG8I+0K7Ige29g4jwr7+SQdLvK6vpin6cqy4nFmnEyk2GOloZ83GnqH1GomeXaJh0Hs70RpM/DinD4Pb137dqesprtQz96djHEkyrzHi4aBmaBdvcl1VYKvkvYhAPKwa9rO33GhkZnQih4vLcVUp2NorDJnGyNQvDpBRrCGqjRs/3x9ZrTzA4XUr2bf8JxzcPLjv06+vGpeFppeRkcGvv/5KVlZW1WMuLi74+fnh7OyMlZWVuSZ6RQXFxcVkZWVRVFR0xX6USiUODg6UlZWh1+uxsrJi0KBB9OzZs9bJUhGjGleFzkDk29sp1Rr45f5I+rdrmBkxlZWV/P7775w5cwYwrxsTGhqKQqEgNTWVkpISFAoFo0ePplevXo0+CCo/PRXJZMLVz79WJYotVUxmCccuFdA7xJVw76u/x3bG5fDAT8fRGU1M7u7HR/VYR6al2XAqnceWn8LWSsGuZ4bccEmi2hIJdAEwL9Lwy4tPUZKbjXtAENNffQcbB0f0Oi1bFn9K7P7dANi7uDL8/vm069WwpVYMBgNffPEF+fn59OvXj5EjRzbo/m+EJEmcOHGCP//8E71ez4ABAxgxYkRzN+uaKnQGBr+/i7ySSl7qocIvP5Zzu7dhZWPD/Qu/rXan9ty5c6xatQqFQsFvxi5kaZTMHRjCi+PqXkIi4fgR1r/3BnKFkrs/+BxX39qN/qut1nRdW1pfVmcVsCAmBU8rJdu6hXI+rZh+bd2xqsXiQYV6AwvOp7C9wDy67ulgb54KbpyVxS3dyZMn2bBhA2q1mkceeaRF1s+rrZycHBYvXozJZGLmzJm0b1/3cguWxtKu62ux1L6UFxWy4cO3ybwQC4CLjy/dRo6jTc9InDy90GsqyU2+RMLxw8Tu30Npfi4ADu4eTHzm5avOwmtqX6Xm8Ep8Ro3PKWRwu7crTwR7E2Ddikae/5PRAL8+AtFLzf/d5wHo+yC4tuGdP2L4cnciIzp48c3d9VsI7Y8//uDw4cM4O9rxsNcpzh4+wd6cYAySAplMRmjfAUROnHbF+6Hy1CnSHn8CQ1YWMrWatLn3sy8vDysrK0YPG4737t0Uf/89AHaDBxGwePF1P+sSExMpLi6mQ4cO1QaQ6HQ6fvvtN05FR7O1Y28SPfzoqCvnIy87OnfuXK+61ZZ6XdekqfoSU1bJ9OgEcnUG5vl78EZo/b7bvrXpPN/sS6KrvxPr5/e/7vui3GgkrkxDuL2Nuf59DXJKNNz13RFiskqx9rFFcraiTC3H5GENfyWvfSU5ewdFYNdAJZ70JolZpxPYU1iGo1LO6m7tCJArmfblQeJzymjjYcfqB/vhalc9Nhl0Or555D7KiwoZM/9JOg6q+caS0DxMJhMXL17k+PHjXLx4kdqkeby9vQkKCOHSgUr0hVYEtfdmwqPdKSoqZN26daSmpgKgUqno0aMHgwcPvm7JDhGjGt/L68+y5FDyDX2GXk1cXBx79+4lLS2t2uOurq5Mmzat2dcqai32x+fxxsbzxGWXVj02LNyT23sH0DPIBXd7NQD5ZVq+33+Jr/YmojOYGBXhxWczezTJLKXGZjJJTFq0n+i0YmZGBvKfSZ2b5LgigS5UKcrKZMVrz1FWWICTpxdte0aScSGGrISLyBUKIifdTu8Jk1E10ujwCxcusHTpUuRyOQ8//PB1p441Bb1ez9q1a4mJiQGgbdu2zJgxwyJKK/x08BKvbDiHh4OaXU8PZs0rT5F7KZE+E6cxcMbdVdtJksRPP/1EUlISKUZnCrx7s+rBqDoHVoNOx49Pz6coO5Pet01l0Mx7GrhHreu6trS+6E0SkYfOk6HV80SQF8+1uf4XoCK9gdXZhXyRkkO6Vo+1XMY77f2Z4ePWBC22TCaTia+//prMzEw6duzItGnTLPJGQ15eHitWrCA3N5ewsDBmzJjR3E1qEpZ2XV+LJffFaNATvfVPDq1dTmVJcdXjMpkcSTJV29bG0YluI8fSffSEei8+2ljWZBWwMbeILK2BcqOR9nbWdHWw5TZPZ4Js1M3dvMZnMsGfz8ORL/96QAYRk0js/hzDvklAKZdx+P+G42Zf97+FNieBz7/+gRK9glHsIkoWTUHEPHbGWXHp9EkAlCorpr78Nn5h1Re5NxQWkvHsc2SeOsXm0aMwKRT0LyoiYOcuJK0WAJfZs/F89hnkVjd+gyMxMZGftmzjq9BemORybj21lz4ONkydOlWUR2iivuzIL2Hm6URkwMYeofRyqlt5Q4C8Mi2D3ttJhc7I82PCeXBwzTN5kyu1fJ2Wy8qsAkoMJmzkcm5xd2SqlwvDXB1R/pUYT84vZ9a3h0lWStDeCb1d9d8mDpUmShWAlZxAHewZ3hnrBkii/zcxk4+Ts7FVyFnZtS1d7GyY/c1hjlwqwNvRmjUP98PPuebRxofXr2Lfsh9xDwjirvc/s8jvNzeDyspKMjIyqhZu1/4V12xtbbG3t8fb2xtvb++qUeW5qaWs/eAEBq2RfpPb0X1kICaTiejoaA4ePEhOTg42NjY88cQTWF0nJooY1fgScssY/uFuZDLY+dSQOpdrrY3U1FRSU1NRKBSo1Wo6dOiAWn0TfG9pAlnFGkZ+vJsSjQErhZxOfo6cSi3C9I/MrJudFWqlnPxyHVqD+Xvv6AhvFs7s3iqS55cdSSpg+pcHkctg8+ODCPVyaPRjigS6UE1+WiorXn++2g9Oa3sHbn3yBQIiujT68X/55RcuXrxIeHg4d9xxx/Vf0IhMJhOrVq0iJiYGuVzO8OHDiYqKqteCKM1BZzAx/KNdpBZUMisykHv9y9nwwVuorG24f+E32Do6VW278LcT5B7ZiFwmccv4yfTvVfdzfWDVLxxcvQw7F1fmfLz4huvj16Q1XdeW2JeNOUXMPXcJpQw297r6NPICvYFPLmXzU0Yemr8+zYNtrPgmIphODpZbb62ppKWl8d1332EymSxiceXLcnNzyc/PJzc3lz179qDX67G1tWXu3Lm4uNwcNQct8bq+mtbQF11lBWd3biX+2GHSYs4i/VWf1drOnuBuPWnbK5J2vfqibIAkp9BIJAkSdsChLyB+q/kxpQ0/WN3OawW38NqECO7pH1L7/eVdhAOfwqmlnDCF8SsjsVMYeGzOHVj5dQIgNzmJXT99TcrZ01jbOzDjzfdx9a2+KJrRYOCr998nW6vFOzOTQbv3IAOsgoPxeOpJHBt4vQej0cijpy6wpkSLd2kht53YjY21NVOmTCE0tPa1P1vDdX1ZU/fl0ZhkVmYVEmqrZmuvMKzrkYRYciiZl9efRSYzl0oc3uHvUokmSeKH9DzeTMik8q9YZauQU2H8+6afj1rFABd7NJUGtibmoXFUgeqv2vwKOaM9nIiws6Gvsz3dHG15fX88X1SWgkKGfYmet9v6Mj3Ct96J6xPF5Uw4eRGjBIs7BnGbpzPPrTnNymNpOKiVrHm4H+2vkcDQlJfx1cP3otdUMvn51wjp3rCjX4Xmc35/BjuXxKJQyrn9pd64eJuTspIkkZCQQHl5OV27dr3ufkSMahr3fn+EnXG53B0VxOu3dWru5gi1JEkSc344ys64XLr4O7FkTiROtiqS8sr58cAlDiTkcSG7rNprOvs5MX9oO0Z29GqQmvctzQNLjrH5XDZDwzz4/t4+jX48kUAXrlBZVsql6BOkx5zDoNcROWk6Lt6+TXLs3NxcFi1ahCRJzJ07Fz+/hi0BUhd//vknhw4dQqFQMHv2bEJC6vADrYXYezGXO789AsCXs3uQ8/O75CQl0GvCZAbPngPAuYxiJn6+ny6yFDors7CxsWHu3Lm4urrW+jgXDx/g14/+A8DYR56mw4AhDd4XaF3XtaX25b6zSfyWW0wXext+79m+aiTUZUsy8ngzIYOSv+52d7Sz5k4/d6Z7uTTY9OGbwcGDB9m8eTNyuZw5c+bUuKJ9S5Gdnc22bduqFge6LDg4mMmTJ1vU+/tGWep1XZPW1BcAbUUFeq0GtZ0dSpWVGPloibLOwO/PQsoBAF7X38kx7zvY+MiA67+2OB3+eBZiN1U9ZAwZwsLcfhSVVTJq1Ciiov6ufa/XaFj5xgtkJVzEydOLKS++We278NGjR/ntt99Qq9Xc3aULVhkZ2Pfvj7pDh0Z7b2Vr9fQ9FEOlyUSfomw6nT2K2mRk5MiR9O3bt1bHbU3XdVP3pVBvYNCRWHJ1Boa7OvJNp2Bs6pFEf3HdGX45nIK9Wsnah/sR6mnPwaJy3r+UycGicgCinO14LMiLgS4OnC6tZF12IauzCyjQG6/Yn6NCzhx/Dx4M8KhxkdP/nLjEp4WF5pIuBhNuhXoiney4N8yHgcFXzgjU6I1sPpfFmhPpACwY2o4+Ia6UG43ccvQCiZVaJnk680VEMF/uTuCdP2KRy+C7e3ozJMzzuv3f9dM3HP9tPX7hHbn9tf+KWNxKSJLEpoXRpJwvwLuNI5Oe7lmvZJ2IUU1j38U8Zn97GFsrBQdfGI6TTeteo6i1WHUslWdWn8ZKIee3RwfUOOK6uEJPRnEleqMJK6WcMC+HVh1nE3PLGPnxHgwmifendmFar4DrvqZca8BGpUAulyFJEkUVeooq9YTUYjaGSKALLc66deuIjo6mbdu23HnnnQ26b51OR1xcHCkpKTg5OeHl5YWtrS0ymQytVktJSQnZ2dnEx8eTk5MDwJQpU+jcuWlqKjWGt387z9d7k3CxVbFokDUHvngPuULBrP98jNLDn8mL9nMpv4KR4e701p8mPT0dT09P7rvvvlpNtcpKuMiK157HoNPSbdR4hs95sNH60pqua0vtS45Wz6AjsRQZjHRxsOHVtr70d3FAkiTeTszksxTzdRNhb83LbX0Z7NK6P7QbiyRJrFy5kpiYGJRKJQMGDKB///4tahHOyyPNLy8YJJfL8fLywtHRkTZt2tC7d2+LmbHTUCz1uq5Ja+qL0IpIEuz7GLa/jl5SMF33Cv99/L5rjnolcTesngMVeeb/DhsL/R+DwL6cOHGCX3/9FTs7Ox577LFq5QUqiotY9vIzFGVnora1Y8yCJ2nbM5Ly8nIWLlyIRqNh9OjR9O3bt5E7/bdFKTm8kWCuje9sMuCSn4Mkk+Hh5MT64ZHXrYvemq7r5ujLvsJS7jydSKVJor+zPT91DqnV4ID4Cg0nSyq4WK6h1GBk76lMkrPKsHO3wa+dC+cqNADYyGW81NaXe/3ckf/ru5PWZOKDUyl8fTwFAxDgZMN7Q9vTz90RxXW+Z50sKOO+kwlkyP/x011vIqrAxAuRbdAajCTllbM/Po8DCfmUagzVXj+mkzcl7RzYXlmBt5WKLT1C+eTPOJYeNi+e+/L4jtw3oHYDjUoL8vj2kfsxGgxMe/ltAjtdf1SyYBlKCzQsf+MwOo2RAdND6Trs+omsfxMxqmlIksSY/+0lNquUp25pzyPDaz+TqSkk5pahM5quuTDmzSanVMPwD3dTqjHw3OhwHhpScxmwm9Gn2y/y0dYLWKvkrJ/f/6rvm7Ppxbz9WwwHE/NRyGU426go1RjQGU2426s59tL11zkUCXShxSkoKOCzzz7DZDJx7733EhQUVOvXnj17lqNHj2JjY4OHhwcqlQqTyURpaSl5eXlkZGSg1+trtS+ZTMbIkSOrjUiyRFqDkcmLDnAuowQruYw5uj2oUs/iFhDEbyG3czS1FD9nG35d0B+VScuXX35JeXk5oaGhTJs27Zq16soK8vn5/56gvLCAkG49mfjsK8iv8eNNo9GQn5+Pp6dnvRKBrem6tuS+bM4rZv75ZMr+mlbso1bhrFQQU27+Afh8iDePBnld8eNPqBuNRsPKlStJTEwEzAvwTJ06FV/f6jOCJEkiNzeX+Ph41Go1PXr0aLSbFpIkkZKSwuHDhzl//nzV4x07dmT48OG4ud3c9e0t+br+t9bUF6GVkSRYdQ+cX0+65MZOp8nMvKUf8vYjQf2vhZejV8D6B0EygXdnmPwNeIZXPW00Glm4cCFFRUWMGDGCAQOqj2YvLchj48fvVi1K2330BIod3Yk+cwZvb2/mzp1b68U8S/JyOLNjC6nnzhDUpRu9xk9Cpa77ukK7Ckp4Li6NZI2u6jErg57TvUOvWxO9NV3XzdWXg0VlzD6dSLnRRJSzHb90aXvFIp+VRhMpGh1nSytYkpHPoeLya+7TSiZjpq8bDwd4EHiV9Q1WHk3lhXVnMJokRnTw4rOZ3bFW1X5mn0mSWJWWz9rUPI6XV1KmlIFRQnW6AEWOptq2Pk7WTOsVQF6ZluVHUtC7W6PvYf58944pQV2kI7tEi0wGT93SnvlD29Xpe8f2777g1Obf8O/Qidtfe7fWrxNavrN70tm9NA61rZJZb/TFxr5uJdJEjGo6a46n8dSqaBRyGd/c3YuhtZhB0thSCyr4aOsF1p9KR5JgaJgHj49oT9cA5+ZuWrN7dNlJfo3OoLOfE+se7oeyFdUyv1Emk8Q9Pxxlz4Vc/F1s6OTrRFGljn5t3ZkVGUhmsYYv9ySyMTrjqvtwt7fi8P+NQHGdmTMigS60SBs3buT48eMEBgZyzz33XHcUo9FoZOvWrRw6dOi6+3ZxcaF9+/aUlZWRk5ODTqdDkiRUKhWOjo44OzvTpk0b2rZte92Vwi1FWmEFz6w6zcHEfGyMFcxKW4GNScMJx66c9h3I2of7V00BSklJ4ccff8RoNOLn58eMGTOwt6/+g/TixYvs2L6dsoxUTAnn8fD2YeZbH1xR91ySJIqKirh06RJxcXFcvHgRo9GIUqkkKCgIlUqFVqutKpNzPa3purb0vuTq9Hx4KZufM/Iw/PVJoJDBh2EB3CEWCW0wkiRx7tw5Nm/eTGlpKXK5nGHDhtGrVy+srKw4d+4cO3fupKCgoOo1kydPpkuXhluzQq/XEx0dTVpaGqmpqeTn51c9FxYWxuDBg69I6t+sLP26/qfW1BehFdKUoPtiEFbFSX8/5tEB7t4I9h7m/y5KhUV9QVcGXWfC+I9AdeXaHadOnWL9+vWoVCoWLFiAk5NTteeNBj27l3zHiT83onf1QutlHlU5Z84cAgMDr9ifyWgk+fRJDAY99i6uFKSnEbt/N8mnT1VbxNbBzYMeY28lqEt33AOC6pSArDSa2JRbRLnRRH5ODrZKJQ91bn/d17Wm67o5+3KiuJzp0QmUGU0Mc3Xgh84hWMnlnCur5MOkLP7MK+afyxUrZNDb0Y72dtY4KBVcqtSSWq4lPqEQXb6G7mo1X9/eA2+nK2+oSJLEol0JvL85DoCpPf15d3LnG0qeVBpN3H0ygT2l5SBJBCZXEoGSnkEuDAj1oLOfU1USYV9qAbMupKCVgyKpFNWFEgAcrZX8b0b3eiXdSvPz+PZR8yj06a/8p0nW2RKahskksfI/R8lPKyNikB9DZobV6fUiRjUdSZJ4alU0a0+kY2ulYOUDUXTyc7r+CxvB8eRCvt+fxJ9nszD8tX6WXEbVwpjvTu7MHX2u/Ly9Wey5kMtd3x1BLoMN8wfQ2b95zlNLVlCuY9yne8ksrn5DWKWQoTf+nbae2M2XJ28JQ62SU1Cuw8FaiYeDGnUtS82KBLrQIhUXF7Nw4UIMBsN1p8eWlJSwevVqUlLM0wijoqJwcnIiLy8Po9GIXC7H1tYWd3d3vLy88PLyumlLSuyPz+PznfHknT3KqKzNANh6+TN81p2E9ulX9XdJTk5m+fLlVFZW4ujoyMiRI+nYsSNpaWns37+fuLi4qn3KTEb6RUXRd8BAHBwcMBqNpKenExMTQ0xMDEVFRdXaYGVlhU6nq/aYSqXixRdfvG77W9N13Vr6Uqw3EF+hJalSS4S9DR2usrCocGMqKirYuHEjMTExgLlciqOjY9X1pVAocHd3Jzs7G7VazcMPP3xFEqg+0tLSWL9+PXl5eVWPKZVKunTpQmRkJF5eXtd49c2ntVzX0Lr6IrRSxenEbvyIuLjz9JefxV1WAh7h5iS6nQf8PNm8AGlAX7j3D7jKYAyTycT3339PamoqERERTJs27YptNBoNy376keSMTABU+dmE+3gwaPYcPAKDAfMaQjF7dnD89w2U5ObUeKyAiC4Ed+3BqS2/UZqXW/W4s7cPox9+Er+wDnX+M7y+8Rx927gxKsL7utu2puu6uftyqKiMGdEJVJok3FVKrBUy0jR/z3K1V8gJsVEzws2RO33d8LW+ciTu8eRC7vnuCKVaA252Vrw3tQvDwj2rvo8fTsznnT9iOZVaBMCDg9vy3OiwBvkdYzBJPB2XyvKsApQy+K5TCCPd/3XzSJK4IzqBvYVldLK35ssQf8oqDZRqDHT0dcTVrv4LMG/79guit/xGQMfOTH/1nRvtjtCCZFwsZN2HJ5HJYPqLvXH3v0aJrX9p7uu6IVlCX3QGE3N+OMq++DwcrZW8P61rrT5LGvL4r2w4y/KjqVWPDQx159lR4ThYK/lgSxybTmcil8GiWT0Y3cmnydrWUmj0RkZ9sofk/Aru6RfMa7dGNHeTWqz4nFI2RmfiameFQi5j5bFUTqcVI5fB+C6+PDC4DRG+N/b7uMUl0C9dusSbb77Jjh07yMrKwtfXl9mzZ/Piiy9es5TEv1lCwBKu7fICTQqFggceeABPzytHOCQlJbF69WrKy8tRq9VMmjSJ8PDwGvYm/FOlzshvS5eSvuNXDNpKAIbcNZee426r2iYvL49ffvmFwsJCAKytrdFozHf0ZDIZyvwsTNZ2GG3tqx7z8PCgoKAAg+Hv2olyuRxfX19CQkKIiIjAy8uLnJwckpOTkclkqNVqrK2tCQ0Nve4PgpZwXYsYJTQXSZI4ceIEBw8erEpoq1QqBgwYQN++fVEqlXz33Xekp6fTpk0bZs+eXe8a5Dqdjl27dnHw4EEkScLe3p4ePXrg5+dHYGAgNjbiRklNWsJ1LWKUcDORJIknV0Zz8tQxVln/Bw8pH6zswSsCUg+D0hoe3Afu167vmpmZyVdffYUkSdx55520bft3bdHS0lJ+/vlnsrOzkcvlhHq4kLVvO6a/vuu4+gXg5OlF8ulTmIzmx2wcnXD29Ka0MB9rWzvaRw0gvP/gqoVI9TotZ7ZvJvHEUdJjz2PQaZHJ5URNmUGvWyejsrr+GjQAG06l89jyUyjkMnY+NYRAt2vPnGwJ13VrilE780u492wSmr+GScqA2zydeSzIi3A761olui/llfPQLyeIyTSP7A73dqBPiCv74/NIyDWXfrFRKXh+TDh39wtu0PabJIlHY1JYnV2IlUzGu2H+3O7tWlVT/YOkLD64lIWNXM6WXu0Jtat7yaGrKcnL5ZtH7kMymbjnwy9w8697vWyh5dr89Vnij+fgEejAlGd6olDV7vtoS7iuW1OMqo0SjZ57vjvCiZQiAO4bEMJL4xpvQezL8sq0PPTzcY5eKkQugyk9/Lmnf3C1BKckSTy/5gwrjqVipZDz2czujGzCBH9L8PnOeN7fHIeXo5ptTw7GwbrlrIfV0kmSxMWcMhyslfg4Ncxv1xu5rq9c5rsBxMbGYjKZ+PLLL2nXrh1nz55l7ty5lJeX88EHHzTGIYUWqlevXly4cIGLFy+yZs0a7rvvvqoPLZPJxN69e9m1axeSJOHp6cntt99+09ffrS0bKwVT77kTzdRJHFyzjBO/b2D3z9/iGRxSNY3S3d2dhx56iAMHDrB//340Gg0qlYrw8HBy9m2lIjuNXhMm49SpB0ePHiU9Pb1q4VVra2vatWtHREQEbdu2veLLxuWZAJZIxCihuchkMnr27EnPnj3Jz88nKyuLwMBAHBz+HtkzadIkFi9eTGJiIlu2bGHUqFF1/gKckJDAxo0bq0a3d+7cmTFjxrSaklatnYhRws1EJpPx2oQIBsRkM0XzEr+7/Q/7skvm5DnA0P+7bvIcwMfHh969e3PkyBE2btzIAw88gI2NDXl5efz8888UFRVhZ2fHjBkz8Pf3p3DSFPb+8gMJxw9TkJ5KQbp59JxHUAjdRo6jw6Ch10yCq6zU9BhzKz3G3Iq2opxt3ywidv9uDqz6hRN//ErnYSPpessYnDyvnihIzi3l9dXHsTVouL9f4HWT5y1Fa4pRQ90cOR4VQYrGXA7SU63Cv4aR5tcS7G7Huof78cHmOH45nEJsVimxWaUAKOUy7ugTwKPDQ/F0aLjk9WVymYxPwgOpMJr4Pa+YJ2NT+To1lzt8zEn0Dy9lAfBemH+DJs8BHN09aNOjNwnHDnN211YGz57ToPsXmlf/qe1IjS0gN6WUg+sSGDC9ZS1SeS2tKUbVhqO1iuXzonh/cyxf703i231J9A52adTR3kaTxH0/HiM6tQgHtZJPZ9ZcDkomk/H2pE4UVerYfC6beUuOMzMykJfGdcDWqlHSkS1KdomGz3fGA/DCmA4ieV5HMpns2ovMN7EmK+Hy/vvv88UXX1QtpFYblnLHT7i20tJSvvjiCyoqKggJCWHmzJmUlpayadOmqvdD165dGTduXJ3uCAt/kySJPz77kJh9u7BxdGL2fz7G0aP6B1hpaSm5ubn4+/tz8rf17Fv+E/Yurtz7yZdYWZvv5uXn55OdnY2npydubm6Ncte6pV7XIkYJLcnJkyfZsGEDAJGRkYwePbpW16PRaGT79u0cOHAAACcnJ8aOHUtYWN3qV97MWup1LWKU0Not3H6RD7deoK2bDZtnuKJM3m1+ou98UNTuR7ZGo2Hx4sUUFRURERFBVFQUS5cupaKiAldXV2bPno2rq2v115SXkXTqOKV5ubTp3gv3v8q51Mf5vTvZv2LJ3+VfZDLadO9FaJ9+uPkH4uYfgJWNLXqNhoPrVnLo13UoTOaSIdb2Dsz/dtl1j9FSr2sRo8yKK/SsPJZKamEFfdu4MSDUHccmSJjoTRJfpubwaUo2JQZTtedm+rjyUXjj1B6OP3qIDR+8ha2TM/MW/YBC2foTYjeTpNN5/L7oNABjH+pMSFeP676mpV7XN0uM+u+fsXyxK4Eu/k5smN+/0UahLzl4iZc3nMNBrWTd/H6087x2klNrMPL+n3F8s8+87klkiCvL5/Vt9WV5n1oZzZoTaXQPdGbtQ/1afX8tQYsbgV6T4uLiK76w/ptWq0Wr1Vb9d0lJSWM3S2gCDg4O3HHHHfz8888kJSXx5ZdfUlBQgMlkQqVSMW7cOLp169bczbRoMpmMW+YtIC8thdxLiSx75RkmPfcqnsFtqrZxcHDAwcGB0vw8Dq1bAcCgWfdWJc8B3NzcbtoZACJGCS1J9+7dMRqNbNq0icOHzaMwr5dEz8/PZ+3ataSnpwPQu3dvRowYgVpduzICQssmYpTQ2t07IITv9ieRkF/Juiw3pvV/rM77sLa2ZurUqXz33XecO3eOmJgYTCYTPj4+zJo164oF1QGs7ezp0H9wQ3SBjgOHEt5/EIknjnFq8yaST58k8cRREk8crdrGydMLnVZHZXEhVctdyWQW/6NaxCgzJ1sVcwe1uf6GDUwll7EgyItZvm78kJ7H+TINaRodvtYq3gr1b7TjhnTvha2TMxXFRSSdOk67XpGNdiyh6YV0cafr8ACit6ey/ccYbn/JAQfXhp9J0RRulhh1/4AQvt+fxOm0YvbH5zMg1L3Bj5FTquG9P83rqT0zOuy6yXMAtVLBS+M7Mizckzk/HuVwUgG74nIZGl73RYwtxem0ItacSAPg1QkRFv85L0D9l/6ug/j4eBYuXMgDDzxwze3eeecdnJycqv4FBIg6aq1FYGAgs2bNQqVSkZeXh8lkol27dsybN08kzxuISm3NxGdewtXXn7KCfJa/8iwxe3cimf4ehaLXadn48TsYtFp823cgfMCQ5mtwCyJilNAS9erViwkTJgBw+PBhtmzZQk2TxiRJ4tixYyxevJj09HSsra25/fbbGTdunEietxIiRgk3A3u1koeGmOuWf7rjIgaj6TqvqJm/vz/Dhg0DzOUC27Ztyz333FNj8rwxyOUK2vWKZOqLbzLnky/pfdtUAjt1xc7ZBYDinGwqiwspVjqw1WcMXV9ezJPLfuXhb5Y2Sfsag4hRLYeLSskTwd583SmYP3q159tOIdgqGu8nv0KppMPAoQCc27W10Y4jNJ+oSW3xDHIgvK8Ptg6WOVv8ZopRbvZq7uhtnnGyaFd8oxzjrU0xlGoNdPF3YlZkUJ1e26+dO3dHBQPw0dYLNf62aQ0kSeL1jecBmNTdj24Bzs3bIKFB1KmEy/PPP89///vfa24TExNTbQHI9PR0Bg8ezJAhQ/jmm2+u+dqa7vgFBARY1JQZ4drS0tI4duwYnTt3rra4k9BwNOVlbPzoHVLORgPmWp69JkwmoGNndi/5lriDe7G2s2fGWx/i6uvX5O1rzKlwIkYJrdGxY8fYtGkTYB5VPnLkSFQq83Tw5ORktmzZUjXqPDg4mIkTJ+Ls7NxczbV4IkYJQvOp1Bnp/98dFJTrWDSrB2M7169+q8lkYteuXQAMGjQIZQspK3EuMYOnv/wTXUU5Rr8wvri7Lx186nZtihgltDR5qcn8+PR85AoF8xb9UHWzSGg9DHojSpXi+hsiYlRLkF5UyeD3dmIwSax9uB89Ahvumlx3Mo0nVkQjl8GG+QPo7O90/Rf9S36ZloHv7aRCZ+Tru3pxS0fLXFftWi4vEG6jUrDz6SF4O1nmzI3W6EZiVJ0S6Lm5ueTn519zmzZt2lTVsc7IyGDIkCH07duXH374Abm8bne/LbHmlCC0BEaDgSPrV3Fs0zp0lRXVnpMrFEz5vzcJ7NSlWdrWmNe1iFFCa3XkyBF+//13wFxqqXPnzly8eLEqca5SqRg2bBiRkZF1fh8L1YkYJQjN66MtcXy6I56eQS6seahfczenwSTllTP9y4Pklmrp4u/EkjmRONnWvTa2iFFCS7T0pafIvBhH/+mz6TvljuZujtCMRIxqGZ5eFc3q42lE+Dqyfn5/VA0wE+VCdim3fbafSr2RR4eH8uQt7eu9r/f+jGXRrgQ6+Djy2yMDkMtbT3mTSp2RYR/uIrNYw1O3tOeR4ZazAO/NoMlqoHt4eODhcf2FI8B8p2/o0KH07NmT77//XvygF4QmpFAqiZo6g26jx3Pi9w0kHj9KbnISEhK3zF3QbMnzxiZilNBa9enTBycnJzZu3Eh+fn7VyEqZTEb37t0ZOnQoDg4tZ4VyoWYiRgnC9c2OCmLx7kSOJxdyKrWoVUx7rtAZuPf7I+SWagn3duCnOX3qlTxvbCJGCfXVfdR4Mi/GEb31d3rfNlUsJio0ChGjau/Z0WFsPZ/NuYwSvtqTyPyh7W5of+VaAw/9fJxKvZEB7dx57AaTwnMHtuGng8nEZJawPyGPgaG1O6+W4IvdCWQWa/BztmmWNTGExtMon2zp6ekMGTKEoKAgPvjgA3Jzc6ue8/b2boxDCoJQAxt7B/pPn03/6bPRaSrRlJXh6N56PpzqS8QowRKFhYURGBjI7t27KSwspF27doSFhVnciBjh+kSMEm5mng7WTOjqy5oTaXy7L4mFM7o3d5Nu2Ht/xnEpvwJfJ2uW3BeJs61l1hG+TMQo4d/aRw1g15JvKSssIP7oQcKiBjZ3k4SbmIhR5s/SVyd05MmV0fxv20VGRXjVarHPmkiSxEvrz5KQW463ozX/u6MbihscMe5iZ8XUnv78cOASPx1MbjUJ9DNpxSzaaa49/39jO2Bdy9JHgmVolAT61q1biY+PJz4+Hn//6qt+t9ZFAgShpbOytsHK2qa5m9EiiBglWCobGxtGjx7d3M0QGpmIUcLN7r4BIaw5kcbvZzJ5fEQobT2aZgHQxnA4MZ8fDlwC4N0pXfBwsPzFnUWMEv5NoVTRZcQYDq1Zxok/NooEutCsRIwym9Tdj43RGeyMy2XekuOsmBdVr8+glcdSWXcyHYVcxsKZ3XGzb5jPsdl9g/jhwCW2x2STVliBv4ttg+y3uWj0Rh5fcRKDSWJMJ2/Gdr45btbcTBplHss999yDJEk1/hMEQWhuIkYJgtCSiRgl3Ow6+joyNMwDo0niyRWn0BtNzd2keqnUGXl2zWkA7ugdwKD2rWOEnYhRQk26jhiNXKEgI+482Ynxzd0c4SYmYpSZTCbjncld8HWyJjG3nNnfHKagXFenfRxMyOeVDecAeGpke3oHuzZY+9p52tO/nRsmCX45nNJg+20u7/4RS0JuOZ4Oav4zqTMyWeup6y6Y3VyFoARBEARBEARBaPH+M7kzjtZKotOKWbjDMpNxn2y7QHJ+BT5O1vzfuA7N3RxBaFT2rm6ERvYH4Oyubc3cGkEQALydrFk6ty9ejmriskuZuvgAhxKvvRArQEZRJY8uO8mMrw+hNZgY3N6DBwe1bfD23RUVDMCKo6lo9MYG339T2R+fVzXb7L2pXXCxs+xSbULNRAJdEARBEARBEIQWxcfJhrcndQbgsx0XOZ5c2Mwtqpuz6cV8vTcRgLcmdsLRuuUtGioIDa3jwKEAXDxyAMlkmTNHBKG1CXa3Y+ncvng6qEnMLeeOrw7x5IpTlGsNV2xboTPw0dYLDPtwF79GZyCTwYw+ASyc2R35DdY9r8nwcE98nawpKNex6nhag++/KZRo9Dy72jzbbGZkIEPCPJu5RUJjEQl0QRAEQRAEQRBanAldfZnYzReTBI+vOEmpRt/cTaoVvdHEs6tPY5LMfRjewau5myQITSKoSzfUtnaUFxaQHne+uZsjCMJf2nrYs+WJQcyKDEQmg7Un05m2+CBZxRokSSIht4x3/ohh4H938un2i2j0JnoHu7BxwQDemdyl0W4CKxVyHhhsHtn+0ZY4iiss43P+n97adJ70okoCXG14cayYbdaaiQS6IAiCIAiCIAgt0hsTO+HnbENqQSWv/nquuZtzXZIk8fZvMZzPLMHZVsWrEzo2d5MEockolCra9e4LwIVD+5u5NYIg/JOzrRVvT+rMqgeicLe34nxmCWP+t4fub25l+Ie7+XJ3IvnlOgJcbVg0qwcrH4iik59To7drVmQg7b3sKazQ8/G2C41+vIa0MzaHlcfSkMngg6ldsVMrm7tJQiMSCXRBEARBEARBEFokR2sVn9zRDbkM1p5IZ2N0RnM36Zo+3xlfVQf17YmdcbdXN2+DBKGJte87AICLh/eLMi6C0AL1CnZl3cP9CfU0J62LKvQo5TKGhHnw1Z092fnUEMZ29mmyRTCVCjmvTogAYMmhZOKySpvkuDequFLP82vNpVvm9A8hso1bM7dIaGzi9oggCIIgCIIgCC1W72BXFgxtx6c74nlvcyxjO/ugaIRarDfq50PJfLDFPHrulfEdGdfFp5lbJAhN73IZl7LCAtIvxOAfHtHcTRIE4V8CXG1ZP78/hxLz8XSwJtTLHmuVotna07+dO6MivNh8Lps3N51nyX19miyBX19vbjpPdomWEHc7nh4Z1tzNEZqAGIEuCIIgCIIgCEKL9tCQdjjbqkgtqGRHbE5zN+cKq46l8tL6swDMH9qWOQNCmrlFgtA8FEoVbXtFAnDh4L5mbo0gCFdjp1YyvIMXnf2dmjV5ftmLYztipZCzLz6vRX7O/9PO2BxWHzeXbnl/ahdsrJr/7yc0PpFAFwRBEARBEAShRbOxUnBH70AAvt+f1MytqW7DqXSeXWOexn1Pv2AxEk246YX3GwTA+b070Gkqm7k1giBYgkA3W+7tHwzA27/HoDe2zBJQheU6nlvzd+mWXsGuzdwioamIBLogCIIgCIIgCC3enVFBKOQyDiTkE5tV0tzNASAuq5RnVp1GkmBmZCCvTujY4qedC0JjC+7aAxcfX7Tl5ZzdubW5myMIgoWYP6wdbnZWJOaW8/Oh5OZuTo1e3nCWnFItbT3seGaUuGF+MxEJdEEQBEEQBEEQWjw/ZxtGRXgB8ONfC3U2J63ByOMrTqEzmhga5sFbt3USyXNBAGRyOT3GTgTgxO8bMJmMzdugZmY06Mm5lHjT/x0E4XocrVU8ObI9AJ/tiEdnaFmj0DecSmfT6UwUchkf396tRZS+EZqOSKALgiAIgiAIgmAR7ulnri2+5kQ6l/LKm7Utn2y7SExmCS62Kv47tQvyFriwqSA0l4jBw7B2cKQ4J5v4o4eauznNQq/TcuKPjXz76DyWPPcoK19/gcKsjOZuliC0aLf3CsDTQU1+uY7tMdnN3Zwq606m8dTKaAAWDG1HF3/n5m2Q0OREAl0QBEEQBEEQBIvQO9iFgaHu6AwmXvn1HJIkNUs7lh9J4cvdCQC8M7kzng7WzdIOQWipVGprut0yBoBjm9Y1c2uaXkleDr+88AQ7f/iS0vxcANJjz/PTM48Qu393M7dOEFoupULO1J7+ACw/mtrMrQFJkli0K54nVkRjMElM6OrLgmHtmrtZQjMQCXRBEARBEARBECyCTCbjjds6YaWUs+dCLr+fyWrS40uSxMLtF3l+7RlMEtwVFcToTj5N2gZBsBTdRo1HrlCSeSGW/LSU5m5Ok8m5lMiyl54mPy0FWydnht/3MPd+vJjATl0x6LRs+XIhJXk5zd1MQWixpvcKAGDPxVzSi5pvIeLiCj3zlhznvT/jAJg7MIT/3d4NlUKkUm9G4qwLgiAIgiAIgmAxQtzteGhwWwBe33iOwnJdkxzXZJJ47ddzfLj1AmCewv36rRFNcmxBsER2zi4Ed+sBQMy+Xc3bmCYSu383y199jrLCAtz8A5n1n4/pNnIsrr7+TH3xTfzCO6LXatj5w1fN3VRBaLGC3e2IauOGJMHKZhiFLkkSW85lMfbTvWw9n42VQs6bEzvx4riOolzbTUwk0AVBEARBEARBsCgPDWlLiLsdOaVa7vn+CGVaQ6MeT2808eTKU/x4MBmZDF6/NYKnR4WJRUMF4To6DhwKQMy+3UimlrUgYEPSazVs+2YRv336PnpNJQERXbjjjfdwdPeo2kYmlzPivoeRKxTEHz1EwvHDzdhiQWjZ7uhjHoW+6lgqRlPTlGvTGUxsj8lm1jeHmbfkOOlFlQS62rL24X7c2TeoSdogtFwigS4IgiAIgiAIgkWxVin46s6euNiqiE4rZu6Px9DojY12vOdWn2b9qQyUchmf3N6Nu/sFN9qxBKE1adOzD1Y2NpTkZpN+Iaa5m9Mokk+f4sdnFhC99XcAIifdztQX38Tazv6Kbd0Dg+k5biIAO77/CqOhcW/+CYKlGhXhjbOtioxiDSsaeRR6VrGG1zeeo9dbW7nvx2McSMjHSiln/tC2/P7YQDr5OTXq8QXLoGzuBgiCIAiCIAiCINRVqJcDP87pw8yvD3MwMZ8FS0/yxeweDV6bdP3JdNaeTEchl/HVXT0ZFu7VoPsXhNZMZaUmtE9/zu3eRuy+XfiHW3bZI8lkwmDQI0NGeux5jv++nqSTxwCwd3Nn1LxHCO7W85r7iJoyg3O7t1OSm0380UOERQ1oiqbX29ld2wjo2AknT+/mbopwE7FWKXh0WChvbDrP+5tjGdvZG2dbqxvap0Zv5NilQqyUcuzUCmIzSzmQkM/G6Ax0RvMMGU8HNWM7+3DfgBACXG0boitCKyES6IIgCIIgCIIgWKQu/s58c3cv7v7uCNtisnlu9Wk+mNa1wWqUphVW8PL6swA8MqydSJ4LQj10GDCEc7u3EXdwH0PvmYdCqWruJtVLcU4Wa995jYKMtOpPyGR0GzmOAXfchdr2+gk3lbU1XYaP4tDaFZzavKlFJ9DzUi6x5ctPkSsU3PvRYpw8RQwUms5dUUGsOJpKXHYpH265wJsTO9V7X2fTi3l0+UkSc8trfL53sAsLhoUyoJ07ClHnXKiBKOEiCIIgCIIgCILF6tvGjc9n9kAhl7H2ZDr/3RzbIPs1mSSeXBlNqdZAj0BnFgxt1yD7FYSbTUCnzti7uKIpK+XCwX3N3Zx6qSwrZc2/kucqtTXdRo1nzidfMnzOg7VKnl/WZcQYZHI5aTFnyU251AgtvnGSJLHzx6+RTCZCuvUSyXOhySkVcl77a7HuXw4ncyKlsM77KNHo+XjrBSYt2k9ibjkutipC3O1wtbOie6AzDwxqw4p5fVn5QBSD23uI5LlwVWIEuiAIgiAIgiAIFm1ERy8+mNaFJ1ZE8+XuRIa09ySqrdsN7fPHg5c4klSAnZWCj2/vhrKBS8MIws1CLlfQdeQ49q9YwuH1qwjvPxiZvPGvJ0mSKEhPRVNejmQ0kp0UT8q50yit1ERNvh33wOBa7UenqWTD+29SmJGGvZs7t7/yDjaOjiit1CiU9UupOLi50653Xy4ePsCpzZu4Ze6Ceu2nMcUfO0TK2WgUKhWD77yvuZsj3KSi2roxoasvG6MzuO+Ho6x6MIp2ng7XfE1RhY4TKYUcSixg2ZEUSjXmtQZGRXjx7uQuuNjdWCkY4eYkEuiCIAiCIAiCIFi8Sd39OZJUwLIjqTyzOpo/Hx+Evbp+P3eS88t57884AJ4f24EgN7uGbKog3HS6jx7PsY1ryU9LIf7YIUL79GvU4+k1GjZ/+SlxB/bU+PzFw/vpPnoC7XpF4hnSFrVtzdd44omjbPtmEaX5uaht7Zjy/Gs4e/s0SBu7jRzPxcMHOL93JwNn3lPjoqPNxaDTsfunbwDoNX4Szl6i/rnQfN6Z3JmU/HKi04q589sjfH1XLyJ8HZHJzKPFjSaJw4n5bDmfzaHEfGKzSqu9PtTTnsdGhDKus0/VawShrkQCXRAEQRAEQRCEVuHFcR3ZezGPtMJK3v7tPO9M7lLnfZhMEs+tOU2l3kjfNq7M6hPYCC0VhJuL2taO7qPHc2jtCg6tXUG73lGNlsjKT09l08fvkpeajFyhwNHdE2Tg7OVDQEQXMi/GEX/0ICd+38CJ3zcA4NM+nLC+A3HzD8Bo0JN7KYmLRw6ScykBACdPL8YseLrWo9ZrIyCiM27+geSnpXB+93Z6jL2twfZ9o47/voHinGzsXFzpM3FaczdHuMnZq5V8f28fpn95kPicMsYv3Ec7T3vCvBzQ6I2cSS8mp1Rb7TVtPOzoEejC8HBPRkV4N9jaKMLNSyTQBUEQBEEQBEFoFezVSj6Y1pU7vjrEsiOpDG7vyehOdRs5+fPhZA4lFmCjUvDelIZbkFQQbnbdx9zK8d82kJOUQOKJI7TtGdmg+9dpKjm0dgXHN63HZDRg5+zC+Ceexz884optk04d58z2zWQnxVOSm0PmhVgyL1y5foJcoaDH2NvoN3UmKmvrBm2vTCaj26jxbP92ESc3b6L76AlNUtrmesoKCzi8biUAA2fcjZW1TTO3SBDA1c6Kn++L5PWN59gek0N8ThnxOWVVzzvZqBgV4cWg9h5Ehrjh4aBuxtYKrZFIoAuCIAiCIAiC0Gr0bePGA4Pb8OXuRJ5bc5ou/k74OtcuAZSSX8E7v5uTaM+NDiPQrfaLAgqCcG22jk50GzWOo7+uYdvXn+PbvgM2Do4Nsu/K0hKWvfIshX8t8tmmR29umfcI9i6uNW4f0q0nId16AlBakMfFwweJP3oQTWkJCpUKOxdX2vaKpG3PSGwdnRqkjTXpOGgo+5b9SFFWJpeiTxDSvVejHau29q9Ygl5TiXe79nQcOLS5myMIVbydrPlidk9KNHp2xORQVKHDxkqBl6M1/dq6Y6Vs/htQQuslEuiCIAiCIAiCILQqT90SxqGEfKLTinl8+Sl+vj/yuj+sTSaJp1dHV5VuuSsquGkaKwg3kagpM0g4dpiCjDQ2L/6U255+8YZLuRgNen798D/mRT5d3Rhx/3za9uxT69c7uLrTY8wEeoyZcEPtqA8raxsihozgxO8bOPnnxmZPoGcnxnN21zYAht49t0WMiBeEf3O0VjGxu19zN0O4yYhoKAiCIAiCIAhCq2KllPPpjO7Yq5UcuVTArG8OkVOquer2OaUaHll2kiNJBdhaKXh/qijdIgiNQWVtzdhHn0GhVJJw7FBVDfL6kiSJrV9/TlrMWaxsbJjywut1Sp63BN1GjQOZjKRTxynMymi2dphMRrZ/+wVIEuH9B+PbvkOztUUQBKGlEQl0QRAEQRAEQRBanSA3Oz6f1QMHtZKjlwoZ/+k+fjxwiZySvxPp8TllfLz1AiM+3M1vZzKRy+DN2zoR4CpKtwhCY/EKacvAmfcAsOunb9i15FtMJmO99rV/xRLO7dqGTCZn/OPPN+gin03Fxdu3qpzM8U3rm60dJ//YSGZ8HFY2tgyafW+ztUMQBKElEiVcBEEQBEEQBEFolQa392DDgv7MW3Kc+JwyXv31HK9tPIe92vwzqFRjqNq2s58T70zuTCe/xqt3LAiCWY+xt6EpL+PQmuUc37SOzItxdB0xmuC/Esl6jYaK4iLKiwrRaSox6LR4hbTDq027qn0cXr+qarHLEfc/XJWEtkS9J0wm6eQxzu7cQp+J03B092jS4xdlZbJv+RIABt85BwdX9yY9viAIQksnEuiCIAiCIAiCILRabTzs2TC/P8uOpPDbmUxOphRVJc6VchkDQt25tasvt3b1RakQE3QFoSnIZDL6T5+Ne0AQfy76hIy482TEnb/eixj7yNOE9xvE0V/XsG/ZjwAMmnUvXUaMboJWN56AiC74d+xE2vmzHFm/ihH3P9xkx5YkiS1fLcSg0xIQ0YXOw0Y12bEFQRAshUigC4IgCIIgCILQqtmpldw/sA33D2xDXpmWkko9AO4OahytVc3cOkG4eYVFDcS7bXvO7d5O7P7dFGamA6BQqbB1csbO2QW1rR26ygoyL8bxx2cfcuHgXuKPHgKg75Q76H3rlObsQoPpN20WK19/gTM7ttBn4lQc3T2b5Lhntm8m9dxplFZqRs575IYXdRUEQWiNRAJdEARBEARBEISbhru9Gnd7dXM3QxCEvzh5etFv2kyips7AoNehUCqRyxXVtpFMJv5Y9DExe3dWJc8H33kfvcZPao4mN4qAjp0JiOhC6rnTHFi1lNEPPd7oxyzJy2H3z98CMOCOu3D29mn0YwqCIFiiRp+jqNVq6datGzKZjFOnTjX24QRBEOpExChBEFoyEaMEQWjJRIwSGpJMJkNlpb4ieQ4gk8sZ/dDjhPcfjJWNDWMffaZVJc8v6z99NgDndm0jdv/uRj2WJEls/fpzdJWV+LQPp/uY8Y16vOYgYpQgCA2l0RPozz77LL6+vo19GEEQhHoRMUoQhJZMxChBEFoyEaOEpiRXKBj36DPM/3Y5HfoPbu7mNAq/8I70mTgNgC1fLiQ/LaXRjnVu1zYunTqOQqVi1IOP1XjjwtKJGCUIQkNp1AT6H3/8wZYtW/jggw8a8zCCIAj1ImKUIAgtmYhRgiC0ZCJGCc1Frmh9id5/6j99NoGduqDXavj1o3cwGY0NfozS/Dx2/vg1YK697uYX0ODHaG4iRgmC0JAaLYGenZ3N3LlzWbJkCba2to11GEEQhHoRMUoQhJZMxChBEFoyEaMEofGYR9o/i7WDIwXpqcQfO9Sg+5ckiS1ffoqusgKfdmGtshSOiFGCIDS0RkmgS5LEPffcw4MPPkivXr1q/TqtVktJSUm1f4IgCA1NxChBEFoyEaMEQWjJRIwShMZn6+RMl+GjAIje8luD7vv0tj+5FH3CXLrl4cdb3Yh+EaMEQWgMdUqgP//888hksmv+i42NZeHChZSWlvLCCy/UqTHvvPMOTk5OVf8CAlrfNCJBEBqPiFGCILRkIkYJgtCSiRglCC1L11vGIJPJSTl7mvy01AbZZ35aKrt++gaAAbffaVGlW0SMEgShOckkSZJqu3Fubi75+fnX3KZNmzZMnz6djRs3IpPJqh43Go0oFApmzZrFjz/+WONrtVotWq226r9LSkoICAiguLgYR0fH2jZTEIQWrKSkBCcnp0a5rkWMEgThRokYJQhCSyZilCDcXNa//xYJxw7RbdR4hs958Ib2ZdDrWfrik+QmJxHYuRtT/+8NZPKGLUogYpQgCC3ZjcSoOiXQayslJaXadJeMjAxGjRrF6tWriYyMxN/fv1b7aczgKwhC82gJ17WIUYIgXE1LuK5FjBIE4WpawnUtYpQgNJ1Lp0+y5u2XsbKxYd6iH1HXs563JEls/3YR0Vv/wMbBkbve/wx7F9cGbm3LuK5FjBIE4Wpu5LpWNkaDAgMDq/23vb09AG3btq11sBIEQWgsIkYJgtCSiRglCEJLJmKUIDSdoE5dcfH1pzAjjV8/fIuJz7yCytq6zvs5tHY50Vv/AJmMUQ893ijJ85ZCxChBEBpDoywiKgiCIAiCIAiCIAiCINSfTC5n1IOPobK2IeXsaVb/5xW0FRV12sepLb9zYOUvAAy7Zx5te/ZpjKYKgiC0ao0yAv3fgoODaYRKMYIgCA1CxChBEFoyEaMEQWjJRIwShMblF9aBqS++ydp3XiUj7jxr332Nqf/3xnVHokuSxOG1K9i/8mcA+k65g+6jJzRFk1sUEaMEQWgIYgS6IAiCIAiCIAiCIAhCC+XbPpxpL7+N2taOjLjzbPjwbQx6/VW312s0bP1qYVXyvPdtU+k3bVZTNVcQBKHVEQl0QRAEQRAEQRAEQRCEFsyrTTsmv/AaKrU1yadPsvK150k6dbza6GrJZOLi0YN8/9RDnNmxBZlMzvA5DzFo5j3IZLJmbL0gCIJla5ISLoIgCIIgCIIgCIIgCEL9+bbvwMRnX2bde2+QGR/H2ndexcnTCzf/QJQqK1LPn6GytAQAB3cPbpm7gJBuPZu51YIgCJZPJNAFQRAEQRAEQRAEQRAsQGCnrtz3yVcc27SO6G1/UJyTTXFOdtXzKmsbuo8aR9/Jd1y3TrogCIJQOyKBLgiCIAiCIAiCIAiCYCHsXd0Yctf99J1yBzlJCRRmpqMpL8cvrAM+oWEolKrmbqIgCEKrIhLogiAIgiAIgiAIgiAIFsbazp7ATl0J7NS1uZsiCILQqolFRAVBEARBEARBEARBEARBEAShBiKBLgiCIAiCIAiCIAiCIAiCIAg1EAl0QRAEQRAEQRAEQRAEQRAEQaiBSKALgiAIgiAIgiAIgiAIgiAIQg1EAl0QBEEQBEEQBEEQBEEQBEEQaiAS6IIgCIIgCIIgCIIgCIIgCIJQA5FAFwRBEARBEARBEARBEARBEIQaKJu7AdciSRIAJSUlzdwSQRAayuXr+fL1bclEjBKE1kfEKEEQWjIRowRBaMlEjBIEoSW7kRjVohPopaWlAAQEBDRzSwRBaGilpaU4OTk1dzNuiIhRgtB6iRglCEJLJmKUIAgtmYhRgiC0ZPWJUTKpBd8aNJlMZGRk4ODggEwmu+a2JSUlBAQEkJqaiqOjYxO1sGm19j629v5B6+9jbfonSRKlpaX4+voil1t2FSkRo6pr7X1s7f2D1t9HEaOurrWfe2j9fWzt/YPW30cRo66utZ97aP19bO39g9bfRxGjrq61n3to/X1s7f2D1t/Hxo5RLXoEulwux9/fv06vcXR0bJVvhH9q7X1s7f2D1t/H6/XP0kcjXCZiVM1aex9be/+g9fdRxKira+3nHlp/H1t7/6D191HEqKtr7eceWn8fW3v/oPX3UcSoq2vt5x5afx9be/+g9fexsWKUZd8SFARBEARBEARBEARBEARBEIRGIhLogiAIgiAIgiAIgiAIgiAIglCDVpNAV6vVvPrqq6jV6uZuSqNp7X1s7f2D1t/H1t6/G3Ez/G1aex9be/+g9fextffvRtwMf5vW3sfW3j9o/X1s7f27ETfD36a197G19w9afx9be/9uxM3wt2ntfWzt/YPW38fG7l+LXkRUEARBEARBEARBEARBEARBEJpLqxmBLgiCIAiCIAiCIAiCIAiCIAgNSSTQBUEQBEEQBEEQBEEQBEEQBKEGIoEuCIIgCIIgCIIgCIIgCIIgCDVoNQn0zz//nODgYKytrYmMjOTIkSPN3aR6eeedd+jduzcODg54enoyceJE4uLiqm0zZMgQZDJZtX8PPvhgM7W47l577bUr2h8eHl71vEajYf78+bi5uWFvb8+UKVPIzs5uxhbXTXBw8BX9k8lkzJ8/H7DM87dnzx4mTJiAr68vMpmM9evXV3tekiReeeUVfHx8sLGxYcSIEVy8eLHaNgUFBcyaNQtHR0ecnZ257777KCsra8JeNC8Ro1r2e/yfRIyyvPMnYtSNEzGqZb/H/0nEKMs7fyJG3TgRo1r2e/yfRIyyvPMnYtSNEzGqZb/H/0nEKMs7fy0lRrWKBPqKFSt48sknefXVVzlx4gRdu3Zl1KhR5OTkNHfT6mz37t3Mnz+fQ4cOsXXrVvR6PSNHjqS8vLzadnPnziUzM7Pq33vvvddMLa6fiIiIau3ft29f1XNPPPEEGzduZNWqVezevZuMjAwmT57cjK2tm6NHj1br29atWwGYNm1a1TaWdv7Ky8vp2rUrn3/+eY3Pv/fee3z66acsXryYw4cPY2dnx6hRo9BoNFXbzJo1i3PnzrF161Y2bdrEnj17mDdvXlN1oVmJGNXy3+P/JmKUZZ0/EaNujIhRLf89/m8iRlnW+RMx6saIGNXy3+P/JmKUZZ0/EaNujIhRLf89/m8iRlnW+WsxMUpqBfr06SPNnz+/6r+NRqPk6+srvfPOO83YqoaRk5MjAdLu3burHhs8eLD02GOPNV+jbtCrr74qde3atcbnioqKJJVKJa1atarqsZiYGAmQDh482EQtbFiPPfaY1LZtW8lkMkmSZPnnD5DWrVtX9d8mk0ny9vaW3n///arHioqKJLVaLS1btkySJEk6f/68BEhHjx6t2uaPP/6QZDKZlJ6e3mRtby4iRlkWEaMs+/yJGFV3IkZZFhGjLPv8iRhVdyJGWRYRoyz7/IkYVXciRlkWEaMs+/w1Z4yy+BHoOp2O48ePM2LEiKrH5HI5I0aM4ODBg83YsoZRXFwMgKura7XHf/nlF9zd3enUqRMvvPACFRUVzdG8ert48SK+vr60adOGWbNmkZKSAsDx48fR6/XVzmd4eDiBgYEWeT51Oh0///wzc+bMQSaTVT1u6efvn5KSksjKyqp2zpycnIiMjKw6ZwcPHsTZ2ZlevXpVbTNixAjkcjmHDx9u8jY3JRGjLPM9LmKUZZ+/fxIx6tpEjLLM97iIUZZ9/v5JxKhrEzHKMt/jIkZZ9vn7JxGjrk3EKMt8j4sYZdnn75+aMkYpG67ZzSMvLw+j0YiXl1e1x728vIiNjW2mVjUMk8nE448/Tv/+/enUqVPV4zNnziQoKAhfX19Onz7Nc889R1xcHGvXrm3G1tZeZGQkP/zwA2FhYWRmZvL6668zcOBAzp49S1ZWFlZWVjg7O1d7jZeXF1lZWc3T4Buwfv16ioqKuOeee6oes/Tz92+Xz0tN1+Dl57KysvD09Kz2vFKpxNXV1SLPa12IGGV573ERoyz7/P2biFHXJmKU5b3HRYyy7PP3byJGXZuIUZb3HhcxyrLP37+JGHVtIkZZ3ntcxCjLPn//1pQxyuIT6K3Z/PnzOXv2bLV6TEC1Oj2dO3fGx8eH4cOHk5CQQNu2bZu6mXU2ZsyYqv/fpUsXIiMjCQoKYuXKldjY2DRjyxret99+y5gxY/D19a16zNLPnyBcJmKU5RMxSmjNRIyyfCJGCa2ZiFGWT8QooTUTMcryiRjVsCy+hIu7uzsKheKKVXGzs7Px9vZuplbduAULFrBp0yZ27tyJv7//NbeNjIwEID4+vima1uCcnZ1p37498fHxeHt7o9PpKCoqqraNJZ7P5ORktm3bxv3333/N7Sz9/F0+L9e6Br29va9YRMVgMFBQUGBx57WuRIyy/Pe4iFGWff5EjLo2EaMs/z0uYpRlnz8Ro65NxCjLf4+LGGXZ50/EqGsTMcry3+MiRln2+WvKGGXxCXQrKyt69uzJ9u3bqx4zmUxs376dqKioZmxZ/UiSxIIFC1i3bh07duwgJCTkuq85deoUAD4+Po3cusZRVlZGQkICPj4+9OzZE5VKVe18xsXFkZKSYnHn8/vvv8fT05Nx48ZdcztLP38hISF4e3tXO2clJSUcPny46pxFRUVRVFTE8ePHq7bZsWMHJpOpKmC3ViJGWf57XMSoU4Dlnj8Ro65NxCjLf4+LGHUKsNzzJ2LUtYkYZfnvcRGjTgGWe/5EjLo2EaMs/z0uYtQpwHLPX5PGqBta/rSFWL58uaRWq6UffvhBOn/+vDRv3jzJ2dlZysrKau6m1dlDDz0kOTk5Sbt27ZIyMzOr/lVUVEiSJEnx8fHSG2+8IR07dkxKSkqSNmzYILVp00YaNGhQM7e89p566ilp165dUlJSkrR//35pxIgRkru7u5STkyNJkiQ9+OCDUmBgoLRjxw7p2LFjUlRUlBQVFdXMra4bo9EoBQYGSs8991y1xy31/JWWlkonT56UTp48KQHSRx99JJ08eVJKTk6WJEmS3n33XcnZ2VnasGGDdPr0aem2226TQkJCpMrKyqp9jB49Wurevbt0+PBhad++fVJoaKg0Y8aM5upSkxIxquW/x/9JxCjLO38iRt0YEaNa/nv8n0SMsrzzJ2LUjRExquW/x/9JxCjLO38iRt0YEaNa/nv8n0SMsrzz11JiVKtIoEuSJC1cuFAKDAyUrKyspD59+kiHDh1q7ibVC1Djv++//16SJElKSUmRBg0aJLm6ukpqtVpq166d9Mwzz0jFxcXN2/A6uP322yUfHx/JyspK8vPzk26//XYpPj6+6vnKykrp4YcfllxcXCTb/2fv36Ot2a66ULSPUVVzru/79rd3HhAgECEKMSiIIogKcjji9bSr7Zyjtuu9x8sfHtptnj9u9JrrC8O5yBHRoEZRjgKRSIgShEggII9AgnmHSBKIJjvJTrJ39iPZ79f3XrNqPO4fNfoYffQxRs2ac671rTnXHr/WdvvWXquqZs2qUb36+I1f//WLF+2f//N/3j7yyCNneMab49d+7dcsANh77rkn+v2h3r93vOMd2XH5l//yX7bWWmuMsd/zPd9jv+iLvsgul0v77d/+7cl3f+qpp+xf+kt/yd5xxx32zjvvtN/5nd9pr127dgbf5mxQY9R+j3GKGqMO7/7VGLU7aoza7zFOUWPU4d2/GqN2R41R+z3GKWqMOrz7V2PU7qgxar/HOEWNUYd3//YlRglrrZ2vV6+oqKioqKioqKioqKioqKioqKioqKh4buDgPdArKioqKioqKioqKioqKioqKioqKioqTgOVQK+oqKioqKioqKioqKioqKioqKioqKjIoBLoFRUVFRUVFRUVFRUVFRUVFRUVFRUVFRlUAr2ioqKioqKioqKioqKioqKioqKioqIig0qgV1RUVFRUVFRUVFRUVFRUVFRUVFRUVGRQCfSKioqKioqKioqKioqKioqKioqKioqKDCqBXlFRUVFRUVFRUVFRUVFRUVFRUVFRUZFBJdArKioqKioqKioqKioqKioqKioqKioqMqgEekVFRUVFRUVFRUVFRUVFRUVFRUVFRUUGlUCvqKioqKioqKioqKioqKioqKioqKioyKAS6BUVFRUVFRUVFRUVFRUVFRUVFRUVFRUZVAK9oqKioqKioqKioqKioqKioqKioqKiIoNKoFdUVFRUVFRUVFRUVFRUVFRUVFRUVFRkUAn0ioqKioqKioqKioqKioqKioqKioqKigwqgV5RUVFRUVFRUVFRUVFRUVFRUVFRUVGRQSXQKyoqKioqKioqKioqKioqKioqKioqKjJoz/oEpmCMgYcffhguX74MQoizPp2KiooTgLUWrl27Bi9+8YtBysNew6sxqqLi/KHGqIqKin1GjVEVFRX7jBqjKioq9hm7xKi9JtAffvhheMlLXnLWp1FRUXEKeOihh+DLvuzLzvo0dkKNURUV5xc1RlVUVOwzaoyqqKjYZ9QYVVFRsc/YJkbtNYF++fJlABi/2J133nnGZ1NRUXESuHr1KrzkJS/xz/cho8aoiorzhxqjKioq9hk1RlVUVOwzaoyqqKjYZ+wSo/aaQMcymTvvvLMGrIqKc4bzUAZXY1RFxflFjVEVFRX7jBqjKioq9hk1RlVUVOwztolRh21KVVFRUVFRUVFRUVFRUVFRUVFRUVFRUXFKqAR6RUVFRUVFRUVFRUVFRUVFRUVFRUVFRQaVQK+oqKioqKioqKioqKioqKioqKioqKjIoBLoFRUVFRUVFRUVFRUVFRUVFRUVFRUVFRlUAr2ioqKioqKioqKioqKioqKioqKioqIig0qgV1RUVFRUVFRUVFRUVFRUVFRUVFRUVGRQCfQTwsMP/0d46qn3TG7zpkefhrc9eSX5vTE9PPDAv4Fr1z/pf/c7V2/Cjz74OBhr1372E/0A//L+x+CRWz185O0PwqOfDZ9xfM+n4KnXvQ6eefY6/Ot3fAY+98xNeN3nnoDfevb65DHf8Pkn4X3PXFv72XPx7LMfgoceegNY93163cOPf+zH4VPPfAqu/Kdfgmv/+T/7bVerx+D++38Y+v7J5Dh3P3U3vOHuN8DN40fh/vt/GFarx8MfP/FLAB/92cnzePLJd8Ajj/wcfPqxa/Aj77wXjgcNAADWWnj955+E3yTX5ebNz8L99/8oXLl5FX74nZ+B+5+84f/23meuwb/7fDg/rW/B/Q+8Fm7cuHfW9fj53/kcvP3jj8H7P/QR+Bc/98tgjClu23/uGlx79+fgxuc+AXe/6X+Fmw+HcfIPP/xZ+Hu/dR8cf/KT8NS//XGww5Ds/8STvwGPPPoW+MT1W/CvHngMjrXx3/npn3wj3PzQh+AX7n8f/Mgnfi37+f/y7l+BX3ngA8Xze3pQ8HfueQi+7zMPz/ruFaeH9zx9Df79w+lzQ/HrD30Q/tnHfhn6J2/C1Xc8BOaW8n975JGfhyeffIf//+PjR9yz+HRynKtX/xs8+OC/BWvTsfvY478Kjz3+K8nvrTXw4EOvhytXPpL8bRiehfvv/xE4Pg7j6Mmn3gmPPPLm7Pf43Od/Cp55pjwuAQA+//DPwFNPvxc++OgH4Wc++TOT2370tz8I7/i5X5h8Fg8RV+79Tbj7Td8JqyuP+t+95TNvgfd+/r1w80Mfgqd/8o3w4K0V/NADj8GzQxgL73jd34f3v+mH4MqV34EHH3q9j9053Prox+CpH389HN8a4/LNW4/CG+5+A9z95N3FfYwx8Ov/5P8D/+2dIWZfv34PPPDAa+GZW4/D6z76Onj4ehgL19/zHnj2zT8HN27cB/c/8FrQ+mZyzBu/+ZvwzM+8CW7efADuv/9HQanp91zFfuHZN78Zrr/3fbO2/eCVG/BjDz3hx6VWBn771x+AJz93HX7lvl+B33jgN07zVHeCUjfg/vt/FG7e/Kz/Hcao/nOfgydf+2+gv/KEyyk+47f5ncd/B974iTf672z6Hp563evg+J5PwS/f98vwjgffAVeufAQefPDHfVxWRsEb7n4DfOKpTyTnsXrgUXj0B94Mx/dt9u6+9cmn4caHH/P/r69eHc/5c58v7mNWCq6+8yFQT97a6LN2xVvvfyu8/YG3T27z9gfeDm/97Ft3/qwH7n4KPvH+mgftM47veRpufOjR7N/edM+b4L888l/g6affD5///H/wvze9hqvvfAiGJ27Omushnr3y4ejdqdUAH/zFN8MTD3wWrvzSL8PVt71tcn/Mo44//vExv1fj+9laAw8++OOz8yjEfc/eB//2o/8Wrjx5H9z9pu+Eq5/9YPGzr195En71+/4KfPZj7/e/e/j9PwGfessr89/1598C19/9bvj8Jz8Ov/2r/wn6hx+GJ1/7b0A/+6zf5id/9TfgLf85XLvhscfhyR99LRw/+ST8yIOPw0evhXf6rbvvhqd+/PX+O1Nce/vb4cov/TLAox8DeN+/BFC9uy4Wnv53/x5u/vbv+G3vuXEM/+cDj8EtMu/53Od+Ep555rfg+nvfB8/+bMg/do1R1+7/MNz9pu+E46ceSv72xKfeC59+17/I5pf3v/X74f63/ePJYz/+xK/BY4/9kv9/9cwz8OSPvhaGx0IcxrneFJ566t3w8MPhO199+lH41e/7K/DAx/9LcR+tbybvq4rTw1NPvSu6R/r69fH9+uCD/ncYox546gb88Ds/A9dX4TmZE6N+8TdfB7/xkZ+b3ObRx/4TPPHEr8PnP/95eP/73+/HrjYWfuzd98HHPn+lONejeOKJt8Ojj/7i5DbbzPVWqxW85z3vgaeeesrP9abwkY98BD796U8nfJRSCt73vvfBY+RZ+vSnfx3e/Z6/B9eevgkf+tX74ebV3v/t7rvvhrvvvhtufawco5544tfXfmeOYbgK99//I3Dr1uc22g/xwFM34F+/4zNw7TjlgTbBo1eO4V+/4zPw1PXVTsfp+6fg/vt/GI5X+fdtCXz8z8FZxKj2tn3SOcbx8SPwiU/+XVgsvhD+xLfkCZ2negV//RMPwuVWwqf+xB+I/vb00++Dz9z7j+GFz/wm/ME/+HoAAPieT38OPnT1JvyhOy/CNz3vjsnPf+PDT8EPfPZReOypm/ClP/tZeNFX3Al/8e9+AwAAPPHP/zlcf9e74BO3LsI//fxd8Mmbx/AfLyr46ktH8I4/8vLs8T5z8xi+61Ofg5deWMBv/tHft+nlyOKee/4eXL9xDzzved8Ily//Pnjf598HP/jhH4SP3v9f4H/7rveCWC7h9/72h0EIAQ997t/BAw/8KFiw8NKveEV0nNd88DXwocc+BL9bfxz6J38WtL4Fv+f3/E0AowHe/P8C0APAV/1pgKM7s+fxsbtfCVrfgLc88m/gP330Fnz5Cy/Cn/naL4FP3VzBqz71OfjKi0t47zd9NQAA3PfZH4LHHvtFuPZwC//krV8C9z1xA17zF78OAAD+v598CB467uFPPP8yvPTiEp544m1w773/BK5duxu+9mt+aPJaPHuzh7/xpv8KF7sGvvD3G/jki74Uvul3Pgp/7A9/XX77X7oP+vuvwtNf8zp44sXvBfPuHr72f/kpuDlo+D+feRZAAPwvP/YjIN7zHli+7Kvgjj/xJ/y+1lq4++5Xgta34Cde+NXwtqdvwe++uIQ/84XPg9WnPg2Pff/3w+Irfw/8rb/5XXANvgj+7Jc9Ar/r8pf4/T/+9L3w6sdfDC96/En4M19e+D6Dhn/38FNwuZHw977yxZPfveJ08cpPPgifXw3wrc+/DF9+YZnd5lX3PgOft18K33T/b8FXvLcBuWzgjj/+Yuj7p+Hjn/jb0LZ3wH/3rR8BAICHHno9PPjQvwUhWvjyL//fouN86lPfB1eu/g7ceefXwfOe9w3+98as4O67/wYAGPiCF/5JaJoj/7erVz8Cn/7098Odd34dfOM3xMnbI4+8Ge697zXQ90/Cy172PQAAcPfdfwOUugIveOF/B8vFF/htb9y4D+6553vgwoUvhz/+x/4z5HB8/DB88pPfDcvlF8M/euwueOjaQ/BHvuSPwEvveml2+5u/9BB81c0vhM989cfhZV/9NfkLfID49G/+Pbjy4vtg8c7XwFf9z6+BJ24+Ad/zvu+BFxy9AH78312G/t574Sde9nXwhhsKLkgJf+UlXwjPPP4gvOg1Pw2rBcA9L/0NuHbtY3DXXV8Pd92Zj1GP/cAPwK0PfxjEV30cPj/8HDx09X54ze/8Knz9i74e3vB/fUN2n7vf8wvwkh9/Gzz86+8F+Lb/GwAA3HvfP4cnn3w7PP3Ug/AvP/qL8PjNx+G7v+m7AQDg4b/zXaCfeQaGr/hWeOLK2+Fo+SXwxV/8P0XHfPi7/3dQjzwC+vf8SXjs6lthsXgBvPjF//cTvJoVp4Xh0Ufhkf/9/wfNF34BvOw96wmqV33qc/Cx67fgjzzvEnzd5Yvw0Ceeht/8uXvhwU88Cf/H878bWtnCB17yAWjl/qW5jz/xq3Dvff8Ubtz8NPz+3/fPAADge9//vfDQtYfgD33i/wL6Lb8KV77wfrj/eT8D165+FL72a/8VAAD8gw/8A/j0M5+GP/xFfxhe/oKXw433vhcef80/g6Pf+gB897d8EJbNEv71y74Mrl77r3DXXX8Q7rrr6+G3Hv0teM2HXgPf9MXfBK/7H14XncfTb3wP6KtfDE+/8b3w4u+Z/5w8/R8+CbbXcPTyF0BzqYMrv/if4Ikf/EEYHn0EvuR7vze7z63/9iRcfev9oJ64BS/4iy/b8spthpvDTXjVu18FUkj4wHd8ADrZJdsMZoDvevd3gbEGvvXLvhUudhe3/ry3v/7jcHx9gN/1+18Il+7Kv38rzhZPv+keMDcUHL3sBdDcufC/f/Dqg/APPvAP4Evv+FL4ni++Acerh+EFL/hmuHDhd8Gtj41j98bjD8AnvmB6rkdxzz3/B1y//nF43l3fAHfe+bXwwH/7CLz7ja+HB/7r78Dv/+m3gGhbuPzhD4Fo0xhF86iX/uQ3wfH7PgjLl/9euOObv3nMoz7zD2fnUYh/9ZF/BW974G3wlc3bQL34g3D8vofhD780L5z5rf/wL+Erfuq9cPd9D8BLf+LXAQDg04/8AKjnD/CF9/wFeP7v/Va/rXrqKXjkVa+C5q674De/9RvgyQfvh6OXfR2I//hzIBYLeOF3/q/wzDPPwt9ZPB8W/QD/kzEgpYRnfvIn4akf+zF4/8U74e+/5KvhW553B/zsH/pKAAB4/Af+Mdz84Afh6Pd9NVz6o3/Uf5bVGj7/N/8WWKXgjr/xldA89A6AL3w5wMv+Bzi+++Pw2D/6R7D86q+G3/3z43X5x/c9Ar/y5BX4igtL+B9f9Dy4cfMzcM+nvhcuXvzd8MK/ewz6ySfh0rd8C3Rf/MU7x6jPvPd74ekXfwKad70aXv4Xfjj626c+/ffh+MJ98IJ7/wi88Kv+uP/9cO1JuLd5PYABeMnqr0GzTOOPMQPcffcrwVoDX/AFfxKa5iI8+x9/Fp74F/8C9LWr8EV/+29Hc70veOG3Qdc9L3uOd3/8b8IwPA0vfOG3wnL5Ivitn/xB+Iqfei989KHPw5f/WJ4IffzxX4N77/uncP3GPfA1v/8HN74uFZvh7o//regeXf3lX4EnfvAHoX/oQXjx938/AAB84hPfBcerh+Gdz7wA/v0HFbzw0gL+H9/4u2bxUY8/+xhcuPkDcOvaEQD8hew2Sl2Hj3/8b4IQLdz7mVfC5z73MHzpl34pfPmXfzn8l/uegn/4K5+AP/a7L8Nf+ar8XA9hrYGP3f3XwZgeXvjCb4Ouy3Mz28z1Pv7xj8Nv/MZvwJNPfgruvOsfwXL5xfAt35wXYFy/fh3e8pa3wIULF+Dbvu1dER/1mc98Bt72trfB/fffD9/xHd8BAACf+vT3wdHRI/C+t30V3PuOLwWwAN/wZ74ChmGAN7/5zSCEgO/41KdhlYtRVsPH7n4lWKvgC77gv4e2vZw9J45HH3sL3Hvfa+B49Qi8/Pd+36x9KH74HffCz3zoIXj+xQX8P7/pd228P+L17/ssvPbd94EQAP/vb/vKrY/z8MP/Ee6975/BoK7CV33l3529Hx//c3AWMaoq0E8ASl2N/s3hmtZgAeCqMomSb1BX3L9B8X1F6ejfKTzrtnmmH1fBeqIo1VfHc+qvjP8+7ba5OnHcK8P8z54L/I54ja727ryuPgtgDNhbtwCceloN8bYUuN9qeMZt466ZOh7/sxpgSJWJAGMg1/o6AFg4Xo37Xb01fubVzPVW7pyP+yvRtuN2Ktqef78pXDtWYC3AjV7D1W6cZD17o6x4QIWwsuP3Uno89yv9ANAIACngutsf73f4zsopNa1Xl+I5m6tX3L/X4AaMSduzq7jq4OnVqOC8AemLEbFyq9ILWcPJWQPv7dTzfd2O9/JZNVZU+PGlrgGABaWu+Rg1TMS20t+0PgZre7BWgTG3Zu2T+5u11v+sVTwuQ8wtV8kMJI5g3LjWl7c/GsbJ9K0bN4rbHCK0ixtD/ywAAFwbXOzrr4Jx8eLZ1aiuwPFz/cqTIAHgQk+u41CObRhLlPuM3sVnvO453HpmrB5a3AxxFWM/7k/vF8a2YYWxPz22uXIl2maYEY8r9gN4f83VeZVvz7p38FWXr6xujv9/62YP2mpY6RUMZjclzmkBnyUav/BZGa64sdun4xyfB/xXX8F9roCxBm6pWzCoZ8ffsVwr9yzaY1eBt5pfdWONBbvSABbAHo/XXJNcogR8z9CKp9PGTXUTlFXQmx4GnR8LK7WC3vSgrIJjfbzT5+EY7G/jd6zYDH4cHsf3iOYIA8svfI7Uz8/zx+3i7Y9vjPn06vo1AK3BrlbZqlGAOI9St54dz+PaeD7DxBxpKsfC76jd/pgb5DA8O8YfSeYmZjleh+HaY9G2GLv11atwfN19R/cuxthw9dp1MFLC8XIJfT9E+z27iudh/JgUtu/BrlYAWoO5+uz4y2MXf67hOyTs8yzLien8EvMFvK67xihlx++uMrFWi/Fv/a24Cn24/hRAAwAdgF7lc09jjsGY3s3nxvthWMylcz2lyjlsGJPjfsq9b8T18ljg47jidMHvUe79is/5Mb7f/TxuPR919eYzIIWFC+2tYsWt1jfAWg3GrGDlxuXx8fh+vOK4kFurm8W5HsKYAYw5BgADWufH5TjXc/Fig7kens8wPBttmwNue3x8nPA19G8IIcbvsxrG6uuVu75934MxBrTW0Lu5Io9RxqzAmBVYq/3zOgdT3Ncc4H25uqMC3R9nxzxm27jBx/9pftYuqIzXCcAYLB8rD7beBNJcsUp46yZ51g7J9sMMC5fBbavcv0aHgGj78dyMS1jweP3EcfFvasZnzwVeI+OuUe/+H4hlACaSxl0Hk5n84oQY/4bbgiKlJoWJEp4DAIB2+w/uWiEJPJD7ZNhnKfI3f83dNbIzxgCiJ/dnaBp3HhMBT7nSQ8BxMn7GjT4kmwO+BFkpEf3OPfuOxo2NwSgwMJ7HysT7r9x5qYliFRxTCynK36HitgDvBR3HyTbuXq6MI0/ctjT+WOvGs39u0/FpTf45pWOO/80fL/Ns88+yVgOAnfwM+lnJ8XwcUdBrHOvl56y14zOgh/NFfljhyr59zMN4pnwM6Fk8649Domv0GFunYhseB++HtuEzSlCrMVmVmsRct592x8H9rdYA2i388dhPv+sQj0m7pwRqRQrrcpRcOWwOPEfS7j1J85+p8XeWCDkOeT+7GIU5Wy72+jjmnmE7uG1V2AafHeu+u3/eM88vxn6YeF8koPklvjvwnCfunXX3Z6PP2hH0/pdif0/uwWQetgbGWH89jL5937FiPqyxAG4YWnaPaI6A+Y/PO9ykzfDfrwGfG2p8P5HntfTM0Njg5xcDWriU50iWzbUofNzAHEuUhRamH9/7cgjbWOmug4oXmjB2g7WgFX5Hd64uNqx6EutW+H1cTuLmJnRein/jCwyWHAcGN+/D79X3yT5+3oO2VyQv9J+B56p3i1EGVPQZ0XlL9zeWs+o+ENdmKJOQ/mc8fxZzo/Fi83mxtdrl1STPdvdO6ImxwN4pFaeH7D0a0twozNHiZ8hMzLEQA+FLSu88ur/WeEz3nOJzQsZZ6fPoWLSZ54L/vjTXy+2rNVrw4jNQ/s5hW5tcI/ybJs+AEDjfcNu670y30Rg3hvw503Obg12fM+SzlJ4viMihVydznPB95udVdPxvd+1u35yvEugnAEsIn5wfMEB4iQMA9Gyb3I2fQ4SF4znSw+BEMk1CDEtU1MRx/cT0BCc6/hoxEgcngABpIpB7ePwkk708ItJcl5KHNEgPOv6udMEiBFmciIb7tjLxNedk+xTocQbZuO9VDlSY6FvAl+p4PjcVGVPuvibJJp18s8UTn7yK8J179jJFknWKQMdrsBCVQD9LWGv9uJxaeFNusWTAmaSOE6/x5/WLWWEyGfukTSdD8SJQfDxGfkaEfrx9iLkTpK4JsWIwMwh04wj0mQTeoSDEjfQaYAzA+OGJ9FWYIPv7XJiU0ePwd9nU9dZu8tvoXMyN96dxzZMJbCJqrU3OI0ciVOwnfC6gNdgZfQj4O9u496Em78V9VaBncz421nOxd+DPRZ97PuL9B5ZzUbh5ChTS1iwi4lHHuURJTUv3sztOyjZBT3LB0lig1yW3yDAXhow7OgYr9gh07LFxGJ6tnrw/3Lj2ORKOFeMn+VPg8wLMLWiOUXpmojwK5z0z5kiGzbUo/DPg9sPcIPv57rwEUYVbNw1ICHTyHXCuiUQ6/m1FhAkrR857cp0t4NO/JXMaGuvwmDreNiLQ2VzamngOGe2ndotRuCCRI/usI9etivMWSpqbPk+gR7mwiUk7/y8dL4U4Rt8l/j3h3rtiomrVv4sKBGjFySG+R2xR3d9rG2IKzm1w7Nr1MWpFCPRe5X2ucwsySB4jwTo118sdp7wNnevlOYzcviqJh0OxVxMlvvkcE4+TJdDx8931nUeg0+tSnjdx7PqcIY/U77iAj8cZdiXQt/g+Z3XttkEl0E8AcaDJ3zy6ss7J60BQhH3nEGH+2Ejm2lSB5RXomMSY9HzS46VqgF0RElJG4vRpIukV+Zso0DV5CRRW7yjRFwj0+LvSRYOglnUqTZygW4vUI1E1lFdJOXo6wXcKdDWx+o/KLYNKUkgJdMUmsogpBbpPXmX4zlyB3mv3YoG2WOoVLFwqgX6WoLFiKm4MMPrA9jiJ0rEyB4AmLeVxXfobfc64EianvAz74XOfKij4S3HqvPg248+xGjMHr0CfeBYPEQYnde4aUFLJE+gY/7Dx4DGZ1M1Y2fdEHru/kwT6qkyg43ECUUjupX9fsjg/pOOXk+wV+wuvYgSYpUJfsXc2CgeogGAXRfFpwroYiWPYWBOqLVg1B42h+H042R4RWHwRi+0TwbB/55w7yTvw5xyRnwD3u43qbPqdS2PhpBTomsaxqkDfS1gqLioo0Kn6zxNYGxBG0ef5eUGsQJ9DoEfzFa9EjXOjqTwqRyQEAdIMAt090xLnH0b7rmmGkW70/axQgT7E8SxSoCMhiFWwNl7AH79rPqbQz7KOiAcWO2MFeiwcyomd/PZ4n3mZ+Ex4kjxX7eMV6CyXJQp0XVSgpxwD/65xxcL6RRn/s5uDi4lFv/BOqfnUaSOnXg4LPAP5PRLmWJVWFkJxUAV6P+TvaS7WeQI981mluVh0PkUFevmc5ynQ1yu+6byOVxhNKdD9nAbV3SR2+zg+Ufm/GXm823O2UidDfCNHtauIdk41RGkfgHl8Gt+vKtAPDHMCFk0MODGdI4wwoZilQGeqcpq8h8TArbTBenU5np+2AOYESHRaMsNJnFhNgIlfWfGYlCBisKSr+gUFeu4+eQKdJFk2KfVz185tsyLXDolKy77fFCiB3reOzJxSoOPKMgZ0T6CT8mTcdpJAH//1tjMuQV415NwYeXhswv/3he9WLVz2A/SZ7gvP96AVWBf2fSUMEujR8xG/yLMK9MLf5li4ZBU6TPVFn3/+UgwLVqHcKzk/sn/rhmbJ0sFaC62TV507BbqMK1eCCs160jkQ6OOfBqKEmlMe6Uk/f++cH+NEPMQScUqgh8QWJwXpJJpXM4Xj0QWXdFG6Yr8REyMzFqJZaX6wcCFihT2tQAg2VSm5jd99ngId86jwPfliPhLE2WcR044N0ryIhEwsXCZiBJJTt5Fc3lSBvkvFgh5CDmduo8q+Yj7o4g9XoONz0pA01udBXmSw2eSeW81xexOAKQI9zaO8An1CsFOq0AKg49vlBBMWLpgbIIFuB1KVpvMEugWisve2Ki4OkRjVswW3nGXpPAW6+5kr0Mn19VV1Jr6H1g5gkYTE/TA2bUkc4RwNrVziv+UXPdSmFi5elczGxAzSLiciA0egygkCfcoWqOJkkSOT+QJ1TG5jXj+f1B7Ie7FXaZwYj0PHSl6BLmDOmFu/sDM1dqfmeng+OfEXRyDHiYULU9ZPKdBxgTxSoCOBn1T+0+88/5nZ9TlDPmvYsQKuP6HjbGJtjDATiylzPqsq0A8MsxToGf9svn/OA32OCjyQH/iAZ5KQjAd6qdRlyBDEu4CulvKyYujTZGhq1ar3ySFLRihpPsMDHc8DS12oxQ7ODxM1JAYVsm3iOzZhc+C/g1ezWBi6zh17IpF1n+u9jF3ye5NMZIOFy4QHOrP6weut2jBjSBTohiai02N7IWo4OUusZijQV5RQACQ03L8TFi65xMcWSMqpZGbK6sgw8jQ+n/i5stGEokCKk21wjahEkCiloHGvQ3POFOhIoHOyriG5UY/EuYsjqA63YGfZ5XDbCa5+zUF7Aj38jpem5xXo8WeFc8god/bUwqMiRTQJmSBiAcaFfXz9TXmg76sCPbEqoueJZcGMZNdGg3YTyCkFOp+EcdKdAl8Tm1i4AJ1UKUZA7ZmFy5BZfNhmmzmg405vqWCtOF3QxRu+kIPPIEmHQ/6SVaBP5/rWmvAeQgW6QjJmMwLdf+6MOVKxQgvogpJ76YoJ0pQR6Pr4evgMrkDH53882XF75oHeqwyBjn9ztyJSoOM7nwkaoliHf5u0cDHRv9F9k+z8VZwTb4pg4VJWoFsm8LLEDscM+SbGEanEfbGHeJ4KMEVUUpEBzsGdAn3iO8+p+Kw4GeR4Cp/bDmW/+0HFHAvfjkJFHugFC5fMPA4JY+RC6DjfqOqBf1bGtiZ3XD7XQzV4vE15jueOCMhH4X74N6ouFyKO+SZDoJtZHujzn5ldVdTeu3xH5bj3Ut9Vgb5FJbA16Txu1mdVBfphIg5Y+RveT5BbOaXRJj7kSYkaLbFljUboZ5dy/NUE2b8Ncv5tmMjJXBPRiZd1qkBHBcKMJqKZQM4tXACoqjz+DAxO8bZ47PmlKri6J4FO9Kc80JFAj1UjN4lnHd7LKQ90ry71CnSXvC67sI2JyUO6sHBcWKn2BHpVoJ8p5ijQj6nywBPoqQKd+84lZCXx4OMvrIj4Zi/AKeUU96Wb8sWL/7a+4gRVZcVGcj1RW5wz/1qLiSDEsbcjt8ZPYLGBNCrQ5bgnwPTKvn/PsLg8pQDGJlitBm8PxZMgbmsxHjtPjttIgZ4ftxX7i+ger6kCyQkSAoEO5G/7ef95jkNtRFBUgM8r7wcAQPIgTzKN/y/AAmBcNygS6JP9w4m4wGjnv7spueRzk4JaNNrvDCxc5ijQ6Ta7NJ2lvufVA31PQedGnEB344N2+/E5SUaBvu7dkiMrsUE5XaSf44Hu5yKMMJrMo6Y80B2BbuXEOHVxqMHmeVQpzRXoaC1D5gBGx+TSMSW1GdGNV3UgK3nzLFxw/ueuK/5N67HxOKRzaXpdnGsf8VK38b8bwqBYgSnQjVIAIraQQVDbFu4t788zo+KdsnApEac5NTBWDck5Huh7+j49T8jeI6ZAz82N8hYu+XEw6DDOhoKFi8nM47gCHWbEw3ke6BMK9AkyOli4ZBaGGHBbKXWyLVegG6NBSpw3uWuOC4kzFOhz7kEOvIJ3U3g+64QsXHY9Du8lssk+/Oe1+1UP9MOEnbHaRInIhEBnkyllgsf2HAU6JgZeOa2DupyXtNEmLbyZae78TsIHPQ6OjrT13oIZD3S/asWUB9aGiSa3FaDkbmklNHOfhozXk1eVM7KP271E204ktBwYnDriP1giPK2xOB/2SlJMfm9RD3R2vxG0DAstXHpWdj0sg4fLihHoKxJA+0IwwzFSCfSzxWoixiCOycRngHiykFNXlSxXoqoSNi6mSvbC8dKGy5w4n2qKNNVgNOwTtmkETqLyz+cwEAL9vCnQG5z8x4rUlnxNvGOoOMAmopawCSUVgdUaQMcTR68gn1AAY/MqCUERw9XuuSaiOYuf0jZVgX44iCoIpry0Ib/grX0DOCIS2IEQPU3wCjpK4nqVKa/myCilg0Xf+PxR9Syv9steC0+cb0CgT1i4wDBxvXV6f04bc/zNo212sXAh16V6oO8nImUxW+TAZ7AV5D7iM5hRoK97t9iMBd22CnSuOjZz8qicAAnPGZXSEwp0fJYbXJgcKIHO3r1o4SZCHNEuJmUV6DjX8x7ojOS2dp6FC1Yq4flk1OncHibKV9v4mDsr0CXOHZnVBLW/4fky+ZvuSwp0mpuzxdOsKnn9ogzmT8LtLydiVlWg3z6YzD3iPE5ujqWwCn3GOFDkXdgXLG9pfJMCeQ7HgfjYWZ7r+e8wywO9HFenKpo9gQ10//z3CQQ6WaQreKBrek2YhUvkge4r//k576iinuFkkIP3Lt/ZwsV9150JdNfr5zZ6oN/ORb5KoJ8ANvVAL1u4uBc+nRwWGjdSrNAvnexn0O/NT7BSAr1UnkGJuF1LOMZzSYMsTmbkkCoxSqtWVM3ISyNjBfr81XfF1Pv0Z35f/LYZP/uNPNBdUGqpAr1wn6lno28GKJBAJwp0FJJNeaB7BXqsGhuWgSXruQKdJILc3iX8fjxetXA5W8Rxo2ThQkgYLGObUC6UlCfTioGUiM/9raQqzyrQN/BZD/uEbXCElxXoVP16vtSD1ispGIFOLVzwXyQjUZFPCPRi8kuJa0agK6vAFBZqLVH998fj5HyOhQtX5objZbapE76DwSZNRA9egY4T45yFCzbf82M4JdmT58LtQ9Wzs5qIInG+QZoXk5AxgT5PgX774itdNDhtCxeqOq8E+n5isomoQQKdbI85BBKrQHOb6bGSawLqPdCjZ6ggAKC5E1aRDel7Lc2jymRniCHueFMKdHdeEpszrwKBntiQ4NxNUAV6TKCvSI8A9EMPCvRxPz+HpcKqfuI9j/Ems9COP684gU7JrSbe1lfUbPn8+lyLecsbItBI7he1cCko0Gc1EZ3hHZybAwcCfYYH+p6+T88T5lQbxASre4ZUzFuMP5cIdCKkKnqgh9+jnUloIool7yq7fek4ZZI9jZW5fZLqDRQ7ZRaYOHBbQRYN8bOU79vgvh+ptkHrXIzZkYWLHDmPJEbNsJTJYdfnzBPoJ9VEdMc8ZqpSqoRdPdBv5yJfZbxOAHMaGExZuHDCiJKpmyjQIwJdW7DGhBV5p+6iqVrp2EOGIN4Fua7SA3t5A4TkMPE3x/Oik0yuQJ/lgU7vE9oZ5FTl7EXE1OorQggpRrbPIWwwOLUkkBcXSqhnYxOrRo7pQkczZoKcePDKFQDondqMe6D3C0KgM/UtrZzoC9cVr1dVoJ8t5vQuiCxcRKwIzJHbRZuWSDHASPKJRls5JQ0/Tm4CmBDxMxIm+ntv4VIaw0T9et4awKECHXsn4DWILFxwAotkZFaBXvCazxDXNLEuqYBp089hdQtos2mYINA9Sc/HD508F7ap2F9spEDPVNtgia2N3uX7ef95vkDPE3MiM2XhkijQnVo08m+OnyFlVNL3xqIC3W4wFYhsMGIF1jwP9P21cNnFM98QcrZauOwncvZDCLz3cRNRJFZdjKFKxw0sXLzS0YuE1lu4RPNKVEp7C5dMM0j2Wbm8yM+7kJCX5WdROm9sbPIdKdC5T3FGgW6YvQHt85Qo0N3vlQUwRH1O98/9v5+KuXtnMvuhYChYuEwp0HezcOFiBYRRZVKI+slzb3l/3IwdEI+5uXk2R6xudt7nTsTWTPRt4MKGitNDLEBi91qpZBufK6MQapadSRgrqiQ4JPuiaptbuEixPh7mqh6Sz5og2acWBLwHOqnmL43RnIVLSYGuooUsXPy00TYAhEA/KQ90VoG7KXBhY1fr5V7FXvfbYhNrY0RksbVR89E8b3iaqAT6CSDb2ZqBDmiu6qaEkbV2lpKUwncZp8dUJiJTBSrQC+cUHW/Dz18HmyG7cNIi6GSMraTzwBNNMr0CHRUiMwh0ErwFqjHR6ykzIffHRp/STHDCa7/Jwzt4BXoIxKXrHKlhMen1CnRyzk3rTjVPSmoINi3cAx0bmQKktj60GmFVKoGuFi57gVU0LvMvvpwCHXL+nn7lOL8wNNezrkSSj8fOk+uh0Wh52/g4pQQw/H6dB/pAJ17nnUDPWLjgVfFkJDam2lKBDpbGtkLyRPYb+ltgrQbwUtjYAiZHjidKlQzJXhXoh4OYNFmjQM/kKJ601MIPo/23cHG5BVV7DXGlmW8SRgl05oEu/KI8rUKMcy2A3PXAKcAmHugkV2EWLlOVA8Ee4fYR6LOaiOr128xBVaAfAGg+XVKgk3IMPxfZoolojtDUngAz/lNmNRFlRO+kAp33h/Lb2RALkOidUKDjnLHF5nkTNiRZCxfDFOiUQOcNRsl+g7VZJXnu/y32cGBNRMdjD9lm09HCBirQvRXMjhYumGsxBbomhNykAl3PUKBzVXK2keJ8olI4smxKgV490G8fNq02QB9y5e1kSbVDyc4ksjbLb0P3FSImmFFo10qqQJ8Rx0rbTAii5li4AK0MKtnWYEUNiXncA30U8RhQ6hbdc9wWG2uSHGcOgb6N//f2CnQ3x9txAR+V5zsT6Nso0GdUUEztVxXoB4Y5nlOrCVU5D5j9DCUphW/8RhM/Ha/io0ethvXH3vTz1yEXTHCiQhuX8AYZ/OGJvbpcwMMJ4QwLl8jSQcYrbLxCgDZJxACKL6gptfqcFTO/ejvjXtBEzjeokRkFeosEOlPqGqw8ICS5V6C7iTlVoDPiNbKrKVq4VAJ9HzDYGc82JQtQfIiThkwCzr3Q+d/5fslxNlCgpxYuE6qdDS1ccPmo7IFOkrTzRqC3qJ6Lm4hGFi4iVqCbVWrhUvRAp8QnThxnKNBp0qn643ghxBHwaNuFyjILNhCLUwp0URXoh4Yp0oQjWix0i77Ug1o6RfW+K9BDJRyZrCIhgk3DzSisyBG9eJ2EMSCMje0nMur29Hq4CeAGUwG6qG83sHCBM7BwmaMup9dkpyaiNFc7Z++Q8wK6eJM0Ec0o0D1ZuY0CPSNI0NE7yv1baiIaKaXdc6bm50aJ3YHVYHHOgdWHEwp0XMhrUXk55YGOczdZtnDpIwKdqdPJAt5gbFZJ7o9L/+YJ9JhoxP1WWbETOffEwmU3BToUCHQzTNwvvV6BnlMVTzURLaqBM3NxtFFtJj3Q4x41FaeHuFFxbHWUWyxBfgItXHL3mGOWAp0KFpkCfXCf1ZJxvksT0SkOber7BAsXld0+t60g5+ytfKmvuda+J9O4AxLoEwr0pPJ//aJBDruSwOiocFIWLmpnC5eYR5iDXM/Eefuh3/rtE81UAv0EMGe1acoDnZcsTG07dWw6bLSKCXSBzWsK5xQfL1Vj74JoRdSrucdz68gJ+U7uBTI6UmkhsYLXm06OSpYBlFATqHBMVeWDsVGTROGSZq9WzxCVm/gvrdxxGlFeVEFEno1o4eKSXtrg01u4JM0sMEENTFhQoLt7MZNAX+n8dR28B3ol0M8S0SJd4dk+pp6w+IO3cEmTGL+YlaiZaEI/n1zPlSeGY/LnP46L0XFm2GbR82jXNBFVivz+HKkHrbVhkiiYAj2ycHGEI3qgewU6VeMVkt/IwsUlqVF1TSEmUguX41usLDW2m/GfEQppigp0C9afR1WgHw6iBX81fd+o5Zlvnk6IXemkhbtYcpwmQpVdqi7nCnQAC9bqvIULuWatiT3QcexPNsn0fUs2IdApCbnfFi5zFOgn1kSUeDzrCTuEirODzdgPIXIe6P79gQp0Uc5fks/KzAs1iWuo1i5VbUR5FCN6p6v8UIjA5k+UKGvcd28mCHSFxOqYR9ihrKLOWrj4BntIoJP8FJX4+DcZ4k9vbVSdlsSUCQuXeBG2j+av3G4TgOQ3SRPRLS1cfLVfPLYimxYuKiEEutUlC5eMAp1buGzsgT7+LMl9LqE2Eb19iPggvO4TiyWen/C9rOj+68dB2cIl/F4mHuiu4k1S4rrwWROWnrnzmapo5p8RiG+iCi8uGqRNRLkCHY8ZWbhMEOjWLRimlf/z3xPxfrsp0JHP2rV34UkR8bzXzyb7AKTvsMn9qgL9MBGROQXydkodyl98U37pOaACa4gU6CZ6qIUjP+k7sqhSpQ01T6KJaKbDsk9WIwIdE7+YvPPnG02GdbyN2qyJaCPjFwFvDEofQm/34oJTTqEfyiY12ELTvPA93Oot0OSusDH1bEQFunuZrUiSp5yFC29IlFOgD1yB3lFynU0qorGwToFew8lZYk7lCF0ECQr0eAwDpGrwTXzpYgUFUypNWK/wF2BEtk81lpnh97jOA133JBE8RwS60b1/y2PcyFm4KMH6I7gGn5YQ1kUP9EhVh4oQsghbIjFJrBr6Y6ZSiMl+/26ging+JvA8JHhHitvph1exG6ZUhxxxZRQq0CmBPg4UtaeerbTKjlorCGt9Kb2hSik7THugw0iAxA0QYxskul+Ae8A3aQBOJ1Usl5i0cNmxQd82mLavSbfZhUCnHuhVgb6foIs/fKEcn5N2QoFuZ1gF+L9Hwigk0EmegQR6nz9OzgMdMgrUJI9iQgRENLZnKNBRmSwBALQGQ2wNkpwPCb7IP9497yjUifopudjWo8BnRwV6Jh6OCvSMNWfOwiUh0Le0cEGrHcEJ9DKJGFnAFgj0rC/2lIXLLD/q8WeJgq6JuEyJPd5Ho+JkkSOT/bjOWDg1Lk/wFi4zFlKohYsu5OeRhYtEct7xJSpDoM+pephh4ZLMNSc83QOZvZ7I9wr0CQ90/JkS6EKg/dZ2Fi6b+XhvTwJrY0G7fKzf1cLlhJqIlgR4U4gXkDbYj/jHr+PgTgqV8ToBzFGgrybILb5/P0NJSoHbUHKcW7hgWTC1cCkr0Kkae/eBOGXh0mUI9ECkxQlgrEBnnoSRhcv6lVAsPVI5CxdjWfKJzbjMONmlSRlvOArrgx8GN9oNumjhQhN+pxpBlUOUHLbTHuiKaNPwu2IiGlu4xOfRU5sHk5co4LlXBfrZYmBjOAe6CMItXGJSfBX9bhNVQE4t4/fLlCeGY8bEeZxU8UniZioL5IFLhJqiz815ItCPr/ufkdzmFi5GCFAuEfQqLZzUh3W3eQp0uYECnfhcK0agC8sIdDwf6smeWLigap78bk8J1IoU0TiaIGIBAFYZZWFMoLuKij1VoId4FqvLqQrQkomeMUPWjiRSoGuAhnqgZxTonEQWYoyMYlsFuopziVkWLieQU87FLAX6CRHosYXL+XmHnCtMNBHF56ShQiSci3gF+nqihu87/uyIGtovROTVi2EfMqdBorfH3Gh9HjXZQ8oR5/RdydFQT//VatLH28/dMgp0VJlHFZJO9WzQwoWIbwZro0WFeU1EY6UubhcvtK63cIEdLFyMVuF4zFueWt6kCvQ++3O0TUaU4vvU5CxcNvCjRgK9zU/v2Dlb16um4rQQe5izxRJc6MlV06v5XATNnVWJLyHHKSvQ4xxl3XHmNBGdsuvk4zpny1I6D++BTngXPB9u4aIpn4RWelMWLnvggU7V4rsqx1cnpUDf4vvs6oEOsN0CxDaoBPoJYM6La4rc4mVVwwwlaXTsnIWLNlEyIZ3y1JCVflU49hwv5U0QE2qxKqqlBDHrMJ0o0Mn/y0SBTgLzjBcCrpwGVXm8aBG9PAAblo6rfLkKgU0eelRfNHM80GnJqfdARwI9VaCXAvmQU6BnmojysUnPqy9YuPRegV4J9LPE1CKd34bcQ1Qd42Qh50NXqgaZUplPl+OViW/+mVNlcPHzlk/K6P7rFOjUwsWeQNXNvkCvbvifuQK9c7EXF98AwuJalowu+RfS5p0u2RRUgT6TQKcLptKVQCPh5ycQE+eTI9mrB/rhYBMP9Fwjb2qb0ZjWbbef95+XNWct7chEz9p+noVLRj07SSKLJv53BmyGhNzEwgXM7Yuxs5qI0m12WHChCzh6RwVYxekgt/iD8AvLGQsXT6BLqoacrm7KlaLHFi7ubzM80L2ymc2Rxu3yAgbuBRtbuLh/20B0c0gyhof+OG52WbJwoR7ogPMMjEN0LhH7o0cEupnfRBS4Bzr92zAULFzIsX1zVpdn4He2m8co3QeP+IRAV6mNqf8bvc8z+nf5+93H33kOaZdTsjfOeqo15bGwraK2YnPEjYrje2yVYv3ZSD83rPiYYR9Cc21VmD9FghbJmohmFOhzPNCLc4iJsZurmkBkVeWF8Rm2JQR6SYFOm/l6At0k2xYJ9MgDfX4V7Ca99DhWNF7vsIBvrfX396QI9K2biN6G5qO74LYR6D/wAz8AQgh45Stfebs+8rZh0yainNyy7OVE1VVzFOi4vaKJn4qTEOkeekO2KR176ly3QW4FMtfIzg5jeZgtlLHQyY0ArkCnBPr6JAT9x/uMAl2xF5QgSxODtolfOj/XuQp0Sconi3vgBBVs8ECfUqD3PJCP/x81EbXxpDcm0Ni5Rgr0koWL80A/cAL90GPUkKmM4FiRKoIB/dtQgc5K/0Y7IuxOPl8VMKlOn0iGwst2/NyYpOeTxPXPW1xx4sjikkpiCNdFnCP1IJ3UQcHCZWhzi2suYZ/wHEdEk12XnAriAVqyThBqSoEeznX0X11/PjnS/7x5oB96jJrCRgr0yAM9p0AfB8ouTSFPEzzZz9kq2Sae6OWU0omFC/0MfPdT2y4e/+TmFi50Ud8vvmLe4Sb4a/e7XQT6pH1N+vtdxkts4XJ+3iGbYp9jVKQ65xYu+AxmFqH8OM+U/xc/K0NyZy1cCv0eIhIAlc3ermNCpMCECIho/BPvc1toXEkV6MPxzUiVyQker4wnCvRgUePmfFR4pA1YY7xoqpfhxd5bmyjJ48+i+SVvIhoT77kmohGhVWoiCrBxs+O42m++hYudIQaJe/6gf3wgVcdt1pN2OT/qhvbS6o+Tffh5nQcf9H2OUVkLFxzz1o52SkSlHsSAmXlcYZGPjg9drHog/BFXoLvY0M2oyMmN3WSbKFZyQVZ5sdCryiNf8/z38R7omSaiqYVLuL5STjQRFXkCfU4j1xyoiGxTq6Q+ItC3J76pf/quFi4lAd4U5njmZ/c7rwr0D37wg/Da174W/sAf+AO34+NuO3LewRw5xVRp/1iBvv5BwO21iBP4rAKdJIclcnzqXLdBzm4hqCDDdiOBTq9FHGxjBToS6G4b+hKYEcgb9tKJvjMh8QEAJHlJ9Npklb6Rj92aYIFBSVIPdMiTz14lI4z39cXktyfBTWMT0YIHOm0i6kUWqAzpKLnOVDnE1HC9hcvhFrSchxgVLbyV+htEFi6xAp0vdMVqlTgpif0WWcIzEQ83aTA65YU2r2ESed7dvyWChJbwwfa5x97BRKoojBvx4iVdQPPvBJzUz1BzB/9TCyAxtq1XoAuyaKH7Fav6oQSpCu+yGQp0O2Hzcsg4DzFqChH5UfAFRvSZWJcj0PdWgc56QfhnMrJwoQr0vAc6lvHjvg0l/1xuVLJwsdYCSPewyPkKdEo8egU6bQBbUtRmmo+eNqIGoQV1+YlZuFDLi+eoB/rexyha0cnUtjkPdO9Ju0UT0RwRtpGFCyUSvFJ6iI43fo98HjV6wVLVNyWOyVyxD97mFA15XvvVTbBUgQ6MQHdxKLJwYd8vFobFPbpiBbqZrUBPLFzo35SK7TZZvyqA9LpG42ND8khnci1EZNPCrl2Uy87o35V4oGdsPUp9gXI+6dF9LoyFOST/oWDfY1Su0Ssf15Qn8Qr0nIVLUYG+Po5FHuiMQB+8hct6Bfo8D/QpsVT5b8HChcb1/GfMbSI6WrgQD3RU3096oJersEu9o3LYhQQ+KQuXkyLiAWIF+twFgSkL2Mn9Zozpk8apM17Xr1+H7/iO74Af+7Efg+c///mn/XFngjnlTVzhXNrf2GGjJp7GWp8YUAU6t3BpkPyUlBDNPxxT57oNTObFXmoiOhVAfKMtsJ58zjcRLRFqZLIp4xcB932P/b+IUlKbrMVN3DBojXpuAwV6KB0lE99mnPz21CZhjYVL7IEeT3ojAo0NiYHc/uJ4OXALl/MSo/pMZQTHiqpNcILjLVziSdlUVcVUudRkOd4UKc8+byquzom5ccXJ+G9ZgU6OcY4sHnNlxUii4eJl/PyjhYtTus1Qc/v3DOHgZhHoKibQ6f2P9tcDaSJKJv68QS0msZEH+mFP9hDnJUZNgU8Sp0Djm8pYuGAT0X0l0Hmyj/lQJChgpcZZpTS5ZqOFi432ASirsG2vQOCit5gwQ+bnnlGSTylGPSbUv6eFOeT4HJuXOYgtXJ57CvRDiFERKcotXHBOQoQtoYmoU3fOaJqHyHkZb+aBTgl095ypIflbmkfl51B0MYm+q3WJQKe54uo4anBpOYE+Q4EeC7MYgd7sqEBHq7ch3i+XE0fXNVGgb0+gU7ECXaAAiIlxy2Z7c/r5cOKbqvfBVW5v6oGO7wdqozqs8mNhjor4EHAIMSrXNJM/D5GFC3qgY8+BOfaWJEboGYJDtD1JPdCpAn3G4s8WNi/x8xGPvUCKr/dAn2oiyj3Q6fOK22/kgT5RaT2FXayS+hOycKHHUTsIaK015P0zv3dCtXAheMUrXgF/9s/+WfhTf+pPnfZHnRnm3LiogQq3cGEv0NyqeQk0QbBCeIW50bGFS4NlvDMU6LnGK7sgt6KU9fxMFOh5Aj0qscSVrcjCZX2Qxs7VuGrLFW3xtrGFyyrT5HXOS8vvgwGKJJtDSYGOCi+ifIF2JBgiEmFtE9GMTQNauHRUgRp//mDnL7gcKoF+XmJUXEWRv1cr8hJD1Y/NKdDNMBnXphVQ5VJSM0nKx+R6nIRMKOBnlL2u80A3JGkQ58gDPadAn7Jw8eMmQ1gXJ3d+2/A7Wl1TuuZSlRXogu5vhqC2ohYuJQU6VdftKYG6Kc5LjJrCLBLWYcUqxgDiZ7gxh2PhYu3gn5EoH6Lj2OabiBrWRLRdo0Cnz6I5DoSYkE3R/5Yj6sui4lxi/F1hQTNSoN8mC5cZ5PipKNCfgx7ohxCjorHLm4i6cdBECnQ3HnC8UsXlOguXDIliiJ2ST60Lz4vJEN7ZhpGTeRQZ//Q9TN+jQ540bclpqf4WI4E5ge4U6NQDHX/UGqzWQLO0wcQkOQqA/N+2VaAzC5d8v6pMc1a0xqGLKhuqL3VP+s0kCnRSoTzl8TyDhLSmT9+PSs0i7XL5d0Ni8VBYTDkLcuo0cBAxKkOi8vcrnQ81TAyYqzJIP2SzMVeycJnlgR7NFQuE/mTfLPq3eP9cY9DSwma+iahb2CSkuFIqsqvCBqV6gkCn/Zz4OW/igb6LivqkFOjRcXbIYxKrqplk+Mk0Eb09wqn5spMt8NM//dPw27/92/DBD35w1var1QpWqzBwr169elqndqKwE0QPIqeY8vuwZGiOktT/navZxVhFb1SsQG8NNqCkhOh6Av1kPNDTgJ71/EwU6D1Ya0E4ohn34cXG1ioQszzQyaptokCP/aPpfZREkjpoE99LbLo3UYLEgau3kqjFShYuwXuRBej+VpwclhTo7ryiJqJ4zm58qKZMoEcWLoUVxP6APdDPU4yKfYHz21CfdIXqQ++dF8exqUnaHA/O7N8KZaa09wHuN9lEdEbPgajiBGLyONmWkLnnycJFD4RA99ZPcfVPTwh0X3GECeEsBToS1+F3UowkuAVRJDFlYuFCFzxiD3X/Lgunmo7JXOPTA1ZLIc5TjJpC7IG+5h1qaaw7bAsXY1Q2H4p8ik0fPUc5D/SEQEf7toLHt73FvI9XA8CF5dpzt8zCxWoNQCaVxaaImeajp4055PhJEejU91yfo0XYOTiUGBWP3fge5TzQfQl6phJ0bRPRDBGmNlCgR8IqfKdhZZidyqPyuVFUfULf60Pe97ol10etjmNFPSvT88R+xsIF/077K/WMJOc2ctMKdErIoQ1hn2zLFejBA51eh3gBcDcFeiCfbaJAJ585oUCfQ0IaO8SWWZCZO2+gQKeLtufZA/1QYlRuASx6HvqBcRlOgY4WLnb9OKA172ULl/B7VKDjIntegT5jzG2hQJ+y9Mipytcp0GWkQO+jv+HPmop5UIGesXBBPq1U+Q8Qx+cp0J5j436bPWcn1UQ0Os5MUUUOfGHGmAGa5sL6/TboJ0gR87C3Z953agr0hx56CP76X//r8MY3vhGOjo5m7fPqV78a7rrrLv/fS17yktM6vRPFphYuXIHOX2q5VfMSVixR1+6OGm0jdVKDDyYhOUv2LJE1yEkQ6JmSQu83SAn0fkiCH72eqKRqGE9r7RBbuBQIm2jVlpU98UUDGqgbGRPoOYuduNHFmvJzDFDk6RtEQYGeSdwBxmQt6jBfUKBnLVxY2TUl0FIFOvEmLEx6cQwemgf6eYtRQzQuC/dqwsIlUblELzL2cp/0Mp9Khob8zxmrl7kq9zkefmstXAiBLs3hLQSVEE2OCwp01aQWLiJj4VJUoGf8yQHCQmfpmksyFvWwiuMz2W4wxMKF/IHHWR/7zpEH+nmLUVOYUh1y5IiRQyLQOcmV9UCPKin6rJqakkmtie0nvF1egSA2x2yCs8Z33oNZuOTIHA5rbGzbskcK9JNqIqqJ/91zSYF+UDEq0wAXkVOgewsXJKdkOSfhyFWlbm3hMqVAn8ijcgp0YUz8jiwp0CmxuroVf5+SAj1j4YJ/74lIiCvQVcsV6OXF1LwCPaPUHYZss+lo4YNcV2ttpDzZ2AN9mCDQ6f3iHuhAF0DWk5nWZAh0pSaVumHfeNyYYQAqli9ZuNgZPYf2GYcUozgBbm282AQqXixpnUJa5Sxcigr0zUht6VXYTIEu1hO+sxZ2JhqfTi0w5X3N82M/55fuG60nFi5Uge6uq7ZgrZ1l4cJdJeZgqs/YHPQn5YGuT4aIn7IWm8K2HuhzxtlJ49QYrw9/+MPw+OOPw9d//ddD27bQti28613vgh/6oR+Ctm2jQYh41ateBVeuXPH/PfTQQ6d1eieKOTeOe2zH+8cBYthIgR4fSzuCXGsT+WN23gOdnNMMC5d1nz8HObLLe37SCSNLAgBiAj00+eHJyRDbtsxoxMIbb0S+5sayF1Rs4RKT7elLa92qmQ9Q1E6nSKDnFei6vxmpjNWaJqIqp0B34yNKXm18HgMZMKXxgmPk0BTo5y1GzakcoY2cBuHGDFY5sEQlbQCaL9dL7VWm1OnppHL8OSXIZ3upz0jc1hHoVHkkzhGBnpvUJU1EiYUTPuPY4HOWB3rGwgVg/TVvKOE09Nn7hft7C5eJ88ltc6hqKcR5i1FTiEiBNR7ouRyF+k43bhDso4VLbjEymw+xsZ4jwmMFumUK9CHalv9sVyxuH8+c4FAVr7Lp5DF371geedssXKj/e8FKasiQjNtAUwX6c8gD/ZBi1JSFi19YjhahhnHxB8evnK8QjIVD4zNhqHpxAwIdCW98tkoN3qf6ymCMWbLbkfNAV/0qIlZVfxzPcUR8kByBbhiBTuc4XGU+tB37G7kmiYULnW8zBTpT6kaiEj9XIzGQLkzwue6GJFS0EMHKpCNSSLDvQ+a4piT+MrEFTM7WZg5px5s1Dqub0d+HYcV3Sd5Xh5hTHVKMShZCMu/XyJ7ScQNIas+yD6FjrmRrScZK4oGesXApCQen5nH+91PVxgVxojHGK+KloOMzfx5Zsh17UzAFemQnGanb5xHo2/h4T8XuORhOqPkn3VcbC2ZLDjCtPt/8Osy9dqPf+no7oZPGqVm4fPu3fzt89KMfjX73nd/5nfDyl78cvuu7vguahhtxACyXS1gu15eQ7hvmlGtMkVuWrThO+aVPHRdgQoGeaSJaIseHGUTcJsgp9D0ZTptmsSRg3DeUfYQElx3fDgB6syai3gM900S0tzZ6AFuuQI/sXjDpoUF5eiKKLx9B70VBve090CW7LgMq0J29TcHCxU+iCYHOFeiR/yAn0KkC/Zx5oJ+3GLXKqDI5IvshYBYu3AM98TDrAWDp/k4S+imf8yl1+pQfumUKdN5EdEZTo5yiuUigU/XqOSLQjQoKdJws4jXAhoW0AkVbAGOtJzA3UaBnCXQ7pUAnhFPfx1U/ZJF0MAN0mQahScKZIfIPUS1Fcd5i1BQ28UCn8c0rC6NneIxtuxCip4XcRClU5Ll3s7ARCWPNkCV6o0bxmvs3x7kWQLygkCrQZ5YaRypeM0+BzhTZ594D/TZ9v33AIcUovvhDUbRwIfsYUc5tks/KkEKKqKmDAr1EPBWIXmCE7My+MjjOlyyNz1m4rI5vRP+vV8fx+Qj2PKMyXpYV6LTPU89UtXQO0nMFOquMyVq4ZBYUS01EbXZhYkjGw8YWLsQuD+Q4L5Ry/ICIBOTqfSLQ4vYu/tgsp15n4TKHqLR2gP44XjzRq3QspPaJ+7covQ4HFaNYtQGvDLPDAEaEe92hhYtOx3dpHAgoxwy/74QHOvIm3QxLqzmWMqV4xv9Gj0WJbEFI8dJnZJuIZjzQtdaxBzol0LWN1OpzCPTZCvQkdm/YRPSkFOiKLywbWMr0+VgHvngz2wN9Cx/4XdX72+LUCPTLly/D13zN10S/u3TpErzwhS9Mfn/oiAnwfBCJbFHWeKBzNfQUUgJ9ZC24B7pXoDMVQA6rjEXJLrCMmLPWho735Fkdk4B4BZxe21yCOx5/iC1cCpPmnG8YBp1+QoHekJfEoE2s4o06DeM5r1HPYXAjnLkqKNChoEA3/S1QVgAS6EULF4sK9NhjEGBzAr20mIMLPovSd9hTnLcYNUzEGESf80C3AJaNecsU4ADxuJ4qs5pK5Eu+5ukLsF/z9yHaNoe4U/34b0mRSgme86RApwQ6NABW60wT0TgNGKwN/uS02VghrgULl3jMedvWkgKdEk49U6DT89FDlhxP4m7GSob30Tg0nLcYNYWY/Jh+h65sKjKILVzGQbCPFi45hZVXoOPXZpn5PAU6byLaR9vyn+2KPT+rfBxNQFW8cy1cuKXJ7fJAJzGlFPvnkOxzYCIC/blj4XJIMYov/lD4yqzoGRpiX+wZTfP83zPCodjCxf2tpECnhBRXoBdIhtQCMx3bF1hqGOUIuG0fK5NVv4rnubMU6OTvwwA9nXuSfQAg44EeE+HRZ2UtXNIFRW7h4puIUjKaLkzwZ3YHCxcAAKNWIBdIoFP/eEagw3r1LM+p11m4zFIDm1SBrjKLKWdFTp0kDilGpdUG6b22TSoG9BYuMwhrST3QS3k9eU5KCvTmFDzQJ/tdkb9R0jtqDFo4j2wTUcdHJRYu5BhU3W6UmWfhMqNCmmNbwhkxMOuVbec9nEBX2sJyC6Y454G+6X5ze1ilC8czc9kdcVimxXuKOQGipEBPSg/MkKihp8D/jgp0reMVfvRAt9TCZY5K9cQ90ONmWB31nBtS1WtOQZH1QJ/RRDT2QB+DRLaJqLXMP9kAYBNCbaPr0zPikZ9zDj5AUT96WVCgowe6YAT6cBylYcMOHuhx+WTZwqWkQA8WLjWcnCVWMypHaCMnJQhNqW2iXJga17nGwOFvZLIwkQxNrTSPpdNlVYKZ4ckYPcP++S08m2SydF4V6CABTH8c1K5uvFAPdIDxeRYKLVzou6pwnQsWLtgkuURcNVTZN/TRPaUkhrKhiWjsC52fWFtePn2AiqnnIjZRoPOm7EYboCEPPdD30cIl5/HJPdCTMcwV6GYAa0xkdcM90JFEKXqgMwKd/38Jay1cMosfXM15JhYut1GB/lyycDko0LHL5j85At2YIbZ9mUEYhX1jIssYPT6z+LtNPNCx2aW3cMnPOdNqQNJDyn2/BUvjbYZA72/FCnTTr2IiiyvQZ1i4RAS6jb83JdATBXrSRJRe1+kmojkxWnxd8Y85BfqGFi46Fn8ZQk5H+TKfy0UK9PVkpjUZCxfWWHJOM1JrhuQ+q1XOwoXPA24POfVcReKBnlOgZyrkkTSdmpshBB1zM0htwRTouSai88jxEjeTJ8nHffLfJ1agr7fWKinQDeM1tNZZ+xqAUYE+y8JlViPXGFw8uulzlhDfW4pfe25ttqUYYGohZAqxOG/eNUiFtweuQM/hne985+38uNuGOSu/JQI9N8g28SDnJLghFi5xg6n5Fi6RhcwJe6Bbo6JJSuT5OaSkXU5BkfdAJ/vNWAltWdkTv+bxCqQFKQwY2zgLl3iBYVPvKgx0lt6LEoHuLVyYB/pwCzSEZiieBCushMYe6O6Y6IEuQxhQbE1tIDP5vjAUDtXCJYdDjlHRZKFYXUK2J/faapMkMVOLWVME9lQiX1pd5kk6//ycR3rpM3K/X+fHTSfWzXkj0MlbXvc3UwuXrov26a0FiTGK/KmU0JUsXJCIKC1atJTMGAbINX3F/U1GXQ5gwFoNwi0EGX8e3CJNAUD8HQ8ZhxyjphARIxt4oPfWRv7TAADNHjcRTZRGZvBEvyfQuQI900SUT9oapkA3dlRXlTy+7YopIecS6GstXDJxYg8U6KU4NEelPgeUNH8uKdBz2NcYFanJGWGK46CJFqH6eMFohmVB+HucL2nen2gjAh2ibct5FM/F0sWhIz5nzKiOh+NYmaz7FQjq3S0ZgY7nRVXnlEzv+2iOQxXoFgCGbuH/ppi9y0YK9KSJaJoTR3kMKtD7YWebKT0cR6VzUf+ZaPGBW7hQ8m9LBfowMNKuVJUZH2dg/ve6Twn0qb5kh4x9jVGcMM4tUJsu5TIARj5jSs2NoAp0mGH3Ix3pbIwZcwr3bEQWLiUh04TFVNh3qmo5z69R1biMLFzyYz/vgd4n/veKVXPQpqNabeOBPu95SauHNnvOVtx6RRvoms1FjYmFy5Zih6neaJP7nYB//O2y7qyS0RPAnJVfbhHi900Gmco2Pimh56tn2EQ0sXBxDyMlbUtNIWcQcZuAPxBU8dMyAn1q9dEr0NnxrVUAiirQZyhS3QsBmyTw78wffuw23WsT3ZPe2knfwRx6nRLoRQU6+polHuixAt03ES0EcuqBrpzPcd7CJT4PRa522RZk/P3yQG0SzgvmLLzRihKqQLdJ4pWzcMmvqicKlYnV91hJM1G2Z+JYkBxn4m/0OyDWEuhkMi3t+XktJqqG/tZaCxdlAoHOfZhz8IQZC8zrfOdp/4ukieh4ZL9/SeUejRuMfVPbVOwtpkgTDmqjpqwFPcR5kDT7S6CnKtHe5zZeUMDWe2zGwoWTKImFi1Fj9QbQa0UmvBPewlOwTMVr5li47LECfc42c2Ceox7oh4SINNdcsecWsdgiVGRZRPLwde8VTnJrnpsjgV5YLLQ5otd5qJfzqLS6BYFje5FYuKSk6cC8sPXqGAyZcVhOoKMCXZYV6LTPEyXQNfPX7VmD0WkCHRXoQ3QeuF1OuBZdO1fRZochVZxv6oGu42tGFybiBqzs+xCCjtq5RNuwfDe1cJnngc6tD3MLJRxTY6ri5JFY3mber3G/oDBmlDGzFLyCPsslC5eCAp0qlBsRq7lzmEPoT50zb3yLiBToYr4CnVq4WDNERDxuF9vXUA90E3ugixke6LO9v3cjgTnRvS3xnRLo2yrQt4sb23mgb6d23xXnhyk4Q8QWJSWVS+rFBpCfTFEF+DoLFU5w0yaikYULHpMq+0o2Dxso4OeA+x5TxU9EoKucAp2UIKJvOuNpx0Y/2zURBRitSSJFm7FJEEevL6VtRq2+WfmID0iRAr3QpAE7a3MP9OEWaDoxXuOBPkDqc2xQgU4IdMXIwyHyTs+fIl6P7hwo0A8Zc5oP90QipCJpcrwQNFq4TCjQJ8nvciJftoFJ42Cs4OJNRDebLKwjc+m8BRsQngckZcX9cShVd8OFW7j01kKDi3y0IWfRAz1Pbk8tWmijk8XTuGlRSE4oWcg/I5oMF0h2vsBTsZ8wtGxfrXmHsio5zZJ+uccK9NRTVgUP9IKFi+EWLjpVprWGk399orqOFOisaSj//yIooahSD3TIEIL73ET0pDzQaRUEH48V+4HIjoWNwVkWLpQwWjNWOBFmFFcer1Gg03klvtP6IWv7GX5Oq1sQ3sKFE+g6Q6AzYtX0ffyulVzF7gh0SpozD/RIgS6E/95Dxy3kzDSBnrNwMXkFOp2/YoP06BpRb/lkkW+zZ9gmudbmCvSShQu3PuSLlsCbiJZEJSxvVqtYga768+mBfkiIKoFzCnQVVxtECnRlZ82NGhF/xrrzoE1EKcEaK9DXVz0UPf4L1p7J/uTnyAN9RhNRJL653QtXoGuto2PIORYuPLbPsK3h2NUD/aSIb068qy1ztVyl5RxEFrBz1fuZCvbbgfPDFJwh5ry4OEGb2xdgvPGbNBFdJRYuY0JhWGltZzWAtRFpy9Xr/vesSeau4AsMkxYuE8HTe/eegAc6L3vi35nfl+AzZqL7k7NwmeuBbkh5jSoQ6D555wS6WoEhqyGoIrfDWLYdzsWpPJikbdDGKzYHSexdmIx0yDQfTb6PGyPVA/1sMSdulDzQrTZJopKU0rGSZPp7OuZsYUJnWcPdKd+70TOU7lt+xsoJIHneRVAz50AtPZvzpEBnkzo9EAU6Wri0LDYQBfpU007/+yFPbjcT13yljtMG0uz4SMAro4I6NmNt4X8ukOxVgX4YmGocx7HiNmqJhcs4CPbRAz3t55DxQM80EU0sXDIK9Mh+wqrk2YuaiG5JoEfEozaTCtGwHXsf3S4Llxn+5nQbpXexcKkK9L0HHXeFJqLUPsza2Bs7UqBv2ERUJQp097c5Fi5ega4m1XZpbCHzHLffcg6BzppL6qFnCnRGNnsLl5ICfYC+IdWsILIVsADogR6/C6L8Mmvh0qd/U0PUbBrACYdoDCRNRNNGxxsq0JmS3xALl+gzeQNWmV+giY7Fq0MzMXeqZ1DuONaq5D6bzFjMva8qTg+8d0LWroeMJ8pl9NpMLqghGrqIM8cDnTQRpQRrO6MnBBdQrvusqaplOvaoEpzarJSEPsHChRDgJk+gRx7o1MJFx01E0UVg0gN9toXLbpUenDDflkDv2fXgnuhzcSJNRGfus+viw7Y4P0zBGWLODe8Z6eq3T0gqtVETUU6UlRToAADSmlkWLv0peqAbs87CpfwgYAJIJ4njMZmFS2HSHHmgUwW6Msl35sGrFeiZbqLJe27buR7ohhDOqikQ6O5llSjQ1SqrQAcAAJ2qZLgCfUXICuqBTi1crLVx89E1CvRFtXA5U8Rxo9Dw1VIFetxElCdeSSndRCI0Ra7nfgaYTqyMiRVPk59XTMqIAn2NHzedt5wrAp3fw/5mQtYlCjBrocHJJFWgl66z9yePAwTumiMxezZxA6XSqh88H2rhMtEg1L/vJlTqFfuLaKK4zgPdxu/gxMLloBTogRz3+RD38TdDYjWSKNC5BzpTrQPEz2JCoGeaf+YQKXKNTaxfcpYUzwUFemzhUhXo+4iIDKdWRKRXAG3Ea0wf+6Zv0kTUxqSnZlU1wcJlff7ildLDkO0Xk92H/S0o0Nn8KWPhwpXItu9jpXRi4ZIS6JZbuNB5hpBBgc4X8C2zhbI2ntPkFOjWjAv5dDtm4QIwkkE2o+wfLVx2U6AndnnEwsUCtXBhcZcqXOdYuOQ80JWa7EsUfh9vw5uG6mGGB/oevlPPExK/e76owXLllhDCyjAhVCH3lWQMilLjWnKfRUGB3s5o3hnPB9er1Keqluk5xQr09ZVBvokotXCxaq2Fi5Ta2+AZZWMLF+RwtAZLlekzRLUcU7F7DhIF+paNzNNmpFsS6Pw9NXMhIVLvz6werh7oB4yYJMoPkiHjxQaQv/E9KzvTEyQ6X2EveaADALTs5Zwjx4211A54rYXMHPCXPyXQO3q5hmnbiNBElB3fDszCJf/QRZYOJOCulE6+M78vjUtyBm2je6lsaveyrmlEaCK6nkAHvy27LupW1LCHqjjoCxcDkGIK9J543VEFOiVVtQWwJEQomyfIPYFeLVzOFHOsl/qIQCdjhinQsxYuBd9NAE6u55OHTZRTln1+2mdg/aJltGDm/i0q0J8rBPpwHJqIeg/0dALbuoBIG3IWrVAK1ilTFi49KxGHQRUV6LGFC188pYraqkA/ZETqwTV+3PwdnFi4oAd6YcHsLJFTGuF5Yj60lQKdWbhYq6JcC/fzfx+YEnKuAp1e64yFS9YDfUd157aY1USUKtB3aiIaNxur2D9EZLimMST0CmiiRag+6o8SNxFdQ6AztW9i4YL5ckGBHimKidXIlFIxIZ/IOzt4oLN3aGa+pI5jaw/T95G9SLKQvc4DfRhgaGILFyTJeQ8WrkDH/XM/A61iYzlFjkBfcUXuhAJ900U+fh2NIh7o9L5IDZbM29GHHQAiP/ToWFFfIZUuWg7T+XLu99YMoJmFi8k0gK4e6LcXXByUbxhLFOiRGNBGeXop96XKcSjaqoTjSFki0Nd7qc/yQJ8451JDzpKFS4l0zTURtTZtIpp4oAsDGGi4Ap2KIKlwYM6zyJHamG5IoHMF+pbEd8+91LfMZZJ+hnPJ8Bl8arLPBLdwmjg/TMEZwVoN1q5fhVsVyK3cjeeq8ykbl0SBjpZwOp3YtMAesAw5nqzYn3ATUWtVNEmJyvj7YTKI5Eos/fHp5KjkgU6OTT3Qbyq2sJAhxZtIgR57Tacr9NOBAgMdtXAZmiYqU/THwiairLTP6FWUoFIFekSgO1XEwAn0FZk0CuKBTgj0lYk/M+eBbm2wv6kE+tki1zCJYygS6DZJrqe6aKdVF7HaKvw+T6yv+xtvIhonJMwDNBNzrY0TSTlB5gIACLIa1dj8s3iISJIYdZyoXRMPdGOhyVhJmFJlT4G49gryTDwe2MTNDikx4G13qN/zHA/0xrJt9s/GoyKGNSZSnZca6yH4O5gT6I1jeNQe3vskdpo+9HcpWLhY0ydEL/fBbTQn/1IFemzhwgj0YeaEiyp3Z1q47HMT0Yhk32GxjZLmVYG+pyg0EaXjJF6ECs0lLRiASOk4nedzD/TUwsUp0AuLhVH+he80Y0Arpg6fEDZY8s4ueqBnvoda8YaYsQId+DsW372RhQv5e99HIp9BUgV6WgE3tSiXbSIKAPbWjWQfPn/lC4rUGie1mdqQQM+IFfznsPdQyU/eyrwCfZ0qmfeQmaVAtz3oFfdtX0+g2z20RTtP4POn1AM9zpUbQmKv1BDxUSVxUWThUvLdzzQRtdbCivAlrcyTxqXjzLMWonM9DXSVLK9ANyBE3kKUIjQRjS1ccgp0uqggBPi4X/JAB+BxKV7wmoNdn7OT8kDnxzkpC5f5HuhbqPerB/phIiV+8kkVtVSIFOgZkop7k5fIMICU8PYWLipdxW8EX6FKj8s/6ySaiPLSsqiJaGTFlbFwmaVAVwBqsyaiNPDf4oEnZ+FS8EAfm4jOX/2y1mYJdNW0k823UgX6KmrSQxXsMYE+/qy4hQvZhpZW0u1uqfheDBkFOr0W1cLlbEGrUUrPLbXo0aIFg+XK2ibJdVpZMU14r/s5VZGnlRL0s2LVzYRaPfOy5Nu0awh0qcPYbW2zl8TbNkiu63Ar9JJweWDPJrDKWmhw8hgpzUyUnCM8AcBUaZMK9MTCJW0gjYcbPdBL6nIyRmb4pFfsJ+aomClo3qNM6oHuLVz2UIGei6tegY4L5msU6ABpo79Wx/YT1g6wYvYMkYWL4gT6thYu/N5ljpOoO2+TB/oMcnwOyT4H1QN9/1FSoEe2kryJKD6T3EZxnQKdVdilTUTdv3M80OlCds98q2dW+fnKM/Y5NqNA14xAh74HQy1cWvAiA7r4OWXhQvOMQUgfN1SOQJ9SoOcsXADA8gaYw5DMpVf8u1ILlx1jVGLhookCHeLP1Yre2xkKdEYq5WLuHA90LkrhVj05BXrqgV7zqdNE6nfP7nUf8yRUga54I9vCOKD8h4D18UeScXlMFvxaQsTPHXPrPmuKQKVjD4lvyeykSt85NBGl21vQLCZorcHya+Karho1oUDPVP7zn6ewrWIbkSjQT8rC5QA90KsC/UCQevOmkwdtbbSYPdlE1KqExJ7yIecr7LrQRBQAoJmhQOdNSafI+7ngq4t+UmctLHgT0QmVqvfu5R7oMy1cYk/kcC1ucgI9oyoPHug2UfpusvqljAW8pJqS3lKCyqz+F5N3zQl0oiaOSolckppYuKxXoPcsIcwR6PRa1CaiZ4uSTVS0DbMnUbiyruKyNWPSpo5xIsQStYjgzr8Apzze8k1EaUIyb5JY2gb7JiijsupyaWICfR+Jt23AY5Mejv3igPdAZxYux1p5exfLZtu5JGhdE9GcLcJwHKvFxKCTMUAXPTyBzkj6iKQoWMlUD/T9R05lNQUa33prQTE1tXSD4FA80LkCPam0yKnJWRVHaywTF1gY+Ds8snBhhNGQVz9yRMTSXAsXPgk7AWHGHNDYc9oe6LGFS1Wg7yOixR9CMND7Hs8vDFFXsyrQdR7ovPKWPSfBA72kACXPKm1XMzAF+oQQISdA4gR6zsKFf4YZhpjcbch7n3yvUhNR06+iOcogpV/wzjUxz1mUZH/e0MKlZ3kdVquNHui7WbgkRDNZvLRM5RstWsywcIlVuf1aW48iUcn6E+mEQM/l0mej7nyuIvW7zyjQyb1upAHhuJ2ek+0Z8cigepBEsV30QKc2JqQy4phYvcUK9ALvUpgPxueZF0hNjb2cp3npM6y1YNximuRCUhbrlFLAbW1E4xYIdcEDHSC6T1OLmiXs+pydlHI8bUa6Xa62aW/A3HZzifBNXSBOCpXx2hFzyFP+Eo+aiGZWTvj20wp05oHuEi2tbbJyKRnxnFegr1epbwp+TQYzBqyGPd/8xQAQBx+cZHILF2sG1kR0/SonDfw3mBJrMDYlc4gCvWcK9HTlsDz5p8HJMMJ5lSHQgwc6J9CHSOExFCxckMzkTUR7EuwHQT3QO08wHs9QoNNrUS1czhZRE9GSAp2F/L7F0rQ0jqXjeoLwLli48EZapePlKnlKDUinFtly5wMQx4ycurwx4bq0ttlL4m0b8AVdNYRJZusSo6GLJ7A31RAI9KRpZ+Za93niesp3npN/wJpgATAP9JKFS/VAPxfYVIHOF/r55AE90HfxtD4tZPvesMa+uUoLbj+g2DPU6LQ6r1cxqUQXBhPCaCbpGzdinGnhwtRQ/P9PC/SanbYHuoksXKoCfR8RkaJk/EdVsewZ0o4I5VWg6wgB/pwrxfymkUAveaDT92GkQI8Xnyd702QESN0MCxdu7QHDkNiLmP5Wcv6RAl0KP+Psb9yMez7Jxs9PuYXcqEAvvw+KCvQcgZ6I0dh3JR7owGPSphYuUwQ6+5sfU9bGsV7mYzAn5NZZuJStMphIht1n/h4et0tFfhWnB16xn3sW0h5t47PZq/UK9GPWKDZHoFsmIqQkda/yBPqcXlRzGo2WxFjjdqkHuuRxKSdiJapxwbbXTLU/KtDZMWTv/jbPwoUvns5BWoW92XPGie9tleOJFcyWXupTfdKmMCeOTe0DUBXoB4M5DSSnFOXrmoiO25cHMN8W84lRgc5UmGzlLedvvgl5Pxc8MPQukWyZ4Cn3YqAPgtJOOZl4oA+x6rwwUaLBmHaPPuYrbtkmok6Brkx0P3qblgBNrX7R4KTbmJ0aMl6ItkCgW70CKiaOFOh9GsgTBTops6YKdIAw3o5ZwFOZ5oo4XhoB0FQLlzMFfZ4N5JsPcwV67xXo/LnrJ1fEk5e9+1viTz7TeiVtflX2dJyygin9jhLoOSKFKtAbaBKy6lBhWCniEBHo7ndsAnuLNBhO7VByBHqf3XbKwoWTf6D0lhYuGWVaxv6iYr+REOhq+p6lpfl5D/R9XAhLRBfEnsUvXPFmuXZIyF3+DLU6FRcMmqmraH7Km4jOVKBT4hFyFi6Ze5cq0E9foa2NBk0sp3JjwVo7q9HorM+juV0l0PcTVIFesHBJeiy58ZyIWNbEFj4P0IzcshMEOu+tRReyDfdAn1nlFxTovEdI+vmcQLfDAJaRu9pZyUQKdCaiwU86vskW8prGz1OyTUQTBToh6koKdN5Xpc9ZuLB5FGnOunMTUS44IffbCK4iHq+Z6VeR9R2/xuHYMamUi7mbeqBbq8bPj855vQK9ChJOF/wepQr0IXlmOxebuIVLVtDJCHQpcgS6AiBxgtqkrNz5CDDQRs075yzalNwB8qTpVDzLW7Lk+Ze44Wic5yiVEujcFx4V6Fppr2QHADCCkjB54n++9/f6ezeF1AN9SwuXxArmhCxc5jYRPREP9NuzyFcJ9B2RDvp0kKzYS5wq0PMe6FyxXv78koWLVukqfjNDgZ6S9ydh4cLKiPWY6HRsjI8e6OWAWVagrwCoN+8MD3TaRJR7oPcmtWXBxYdBm3SRYYPVLxrkqG85QKwKRwQLF0Zm6z50RoSyAr3kgd6TbZRg5Lrbh5OIA6QEOY7thaih5KzBJwu5Z3dgRtWDV6BzS5Z+shqk9HJMLa2m9plQtJt+oqyvHCNKn0VHf45IoQp0AEgafh0qUgV6mGQiWccnsMd92GaOHUqpeec0gR6TAELpTONm6/cvEehRlUJpmzrh23vMUTFT8LznmNmRyH0m0Kc80PFxzYxhrp7k/rXcAx0AYGBkW6xA56rwmRYuVIGeyTOz9+4MFOhTDVQRvBppJwsXWl1YLVz2EtG4Mxasy5FKHugAITdKRCwbeKADZGxRJgj0RLxAFegDU7JPlLznFOgstOQFCD1XoKuE3PUK9IKFC0BYJFgdszjUNCffRDRpTD4klUqrxMIFPzS1cIENFZzcN5nm1FzRih7omvWCoQ1Fo9+z/Dd3fbjNy7rj5CxcsmMx05+o4vSQLHJwy6acAt2R4JwMzirQWSWMgExfI7YfVaCvnIVLw5XfhQVqy2yDcogFUmHxcGrOmGsKyrfh2/LvAgCgWI6UI9DB8S+qZ4uoTapA54ufc5+XtKp7QwI9sV45GQW62pIDnLKAndyvKtCfO5jjx8uJ6j6ycOEPjYoajo7blx8EfmzfRFTbpKO2kPw80uPyiak6CQU6G9yoimq5hcswTL6sffM77oHOXgg5D3SujG2iJqLMwiXngY4KdGMzZYE8UJRXv1aRAr3c2NMfCxXobJVY6VVEoEd+6m4l1BgF4LzRhgkFOrd3wSTzmKk1cgp0rFCo9i1njymrKMTAPDlQgW6ZAt3anIVLeVUd/z8puZvy51wz8YubcGmwLl7NeVnyF29DPP/yBHp8Xc4LgW543CCxsuSBfouWSHMl7IQCnful44JtTtXJyT+ZU6AjAa+phQs/H3Ku1QP9YJGUjq9paJks9CcWLuMg2EcLlySuZjzQU6//PnmO+CJUa1LybzC32P+TmLpF0zxrLFD/cpvptZO3cOEqsdMn0PmCQ9ZKil3T3TzQYwuXXK+NirNFyYufxol0fpEn0Nc1p07mPYmFizunjAd68p4l7zTNFeiTQoRUgMQJ9KwAIROP+QK5V6AXLFzo/x/fZJUwTQPWqdx5/tGbsi2UZeR6rEBPiUY+P06eb3Ix7IpX+W7qgZ72qfJ/4+S6V6DHdjz8Go/Hjeeu1qpk0dIMPav8LPnq81idVhoknz/DMrHi5JDMofhillJJfAgWs+XeVAjuk55ToPNxEinQXbzqZiwoTs0Hp7dT2WPSsRgsXNZ7oFPfcr59zsKlpEBXSSNosoA3IO+yHRG+a6XHSXmgnxQRvy2pbQvz/sl9ZojqTgOVQN8RKSmUBqOElJ6ycMl5oE9MNvgKu6FNRNnL8OwU6Fw9PSY6OQX6lLrUJ4Bcgc7KlCGTPPDjdlIDuOtxnPnOPGnATtejhQtvTMMSp4lAQYMRV6APuWZChSai/DMjGwafbIbvkCjQyWfxv2Gnel7uyO0/AML4qAT62SNd2EmfXcUV6K4RAbchGpuIbm7hMuVPniOOws/pZ5USkSkrmNLxIg/0THxo2dgezgmBzpVPVG2BC5ipAr1s4ZL3QM9buGCcznnOpwp0k4wp76Gu+wkFOplY4nk060n/iv3Cph7oPLYds0Vw6Z7nvVSgZxYSEw/0TPNe/l00J9AzHujcwiU6Bn8/zFFNZwhIwyvnMnlMQkZtOSnbBMmCQybuJ1V2O4wXrjo3t6lRasU8WGsTX2sk1OliS2Lh4sZR4oG+ZqwkcztukzelQOcKYglgnQiAW7hMVwaSPN/l8x2fP0290xHDAJY1rUIlfKxAZ9/D/X+fKNBbMDdG8pjnHyqrQHf/rzVAJECbVqDznDixcKH2Kf1uBDq3aaF9hbgAyngFOiPQMwr0RKRnMo0l+RwYTKSCLR6LK9CrhcuZYvQe54st6bhOBX7jvVbcTjYn6GQqdZnxQOfnEHmgu+eknWFplS4ypuOSK7bH32FFczmelZqIrlOgcwsXPvfVWoNgqnZUoPdM2JHzQN/2edm10iNRjm9r4XJCVjDJwtuM68AXC8ffrd8vvXbz7GJ2RSXQd8Qco/yk4VVk4ZK+HLnv+BSBzpt+UgU6f8lyi+qcvzm3gTgJD3S+uugV6BkP9KkmODi5KZVYemQV6OnvsBvzMQ881ib3xXugZyxcUgV6+YHvJwj0fkqBzl5Wx+yFozIWLnQslgh0LQE0s3BZoYULX/hg5Ou4jSPQq//5mWNO/4KkmWxTUHWb1AM9bvqZJ7dzDYeCcrz8nOSe+5J6Yc7KdslPGyCviG4NX8w6H5MEy8ozqXoNFzD5BJZWwsxpyBksXOLfS6Ig5+Dkn9C66FuviWImVeaScy0o0GvJ8f4jURzmFpMJePUcT/IbNwj2kkDP5IzcAz23cMUV1TkCnVbaAASxgv9/QiInFi5zFOh8MmXnLX4kCvSzsHDJxCG+zbYVC9bYpHGouU2NUitmIkcE6DkWLm7xdoZVAEXaOJKRlVMe6Dl1u4sJkx7oE4rNkgI9mz8xlapQKmEL0FoCn39xdJR4oMPFCwAAcMw81VVbJtB7Y8sKdE7sW+FV6Dbj287tU/mchiaGhhHom1u4MBKQVscVyHXTxxYufPEfIJ27WtuDGbh3OZsDQy5Ht+mx+Fw50wejNhG9feDe4wDpvbWDylTY5j3Qc1Uy3AO9maVAD+MCSeRWpEQnr7rKk+pziHc31+PxjPbEczli0kQ0c7xdLVwEeszPIdAnKq2nkHOj2ARcKb6tcvykjrPNgkBuvM5ZgJjq13aaqAT6jphSXCJ4F9thQoFurUoJ2gkSm5PzwQM9La2Vcj0xP9XwdFsk3eidJ3q2ieiE6hWT3MQDna++ZyZK3IcdIKjKeRPR3uQsXJwC3dhk8r4y8xPryAOde//xBA7CpDZRoLMxZaQEzRJy+h24hQuq3dUiJcVXTh0xx8IFz6Mq0M8W1trMs5u++PhCCirQMUkTvqGsSRam4mZVbtIkmuj/cy9AT65PvFDThcS+TNLPSFASNTNtIpqzcLHn1cKFxSZyT0sWLiuilOOE9ZRajRPXXkGeK6lMLFxM6oHuJhJ6ShFPF2GqB/rBYlcF+opbuLiBexgWLn0QB3ALF+sqCs2QEMCaT4RNSo4NZkqBzjaeoTTiRDhASjxx4cZ47Lx1xmkiUaBbBYbbI/JFCatBm5REWgdOno+/qz7o+4TcAhEuCIXnwpJcYcx3PYEu+XO7mQKdEzVegZ61cMH8ahHO1cUETqjFvWQmBEjueeCLbDmiBuPxLfz4Qad2bqhAd7FaXrqUWLjAxYsAALBi5DZVoKujC/HfJjzQ8w1X3b9cga7SufTAnm2aK1hGjm2sQAe+P1Xm5xXopmfnnE7H8qRSQqBzBXqaq2WJPK5YzinQt/Qyrtgc2XvNF8wylfrIT6Cams/LKLjNC/cQB0gXbUbS2cVKlVegA9hESZ5TAqfCqNw2zsJlomrZK9C5hcuWCvTW8TFKqUSBLprxmHMI9NTyaJ4Nya4kMLde2drCJVGyn4yFyzwFei6+b06gVw/0A0GuvIpjShmaljmkTUSnFehlD3SebEhRPg8EJ+RPxgOdTWTQwsXFKFQtWKUmHwSfAPIVWk6gWw3ASe3MfVm42epxoro3/jysm8DiautK6WSeObBJ+qQC3QUnKQBUU7ZV8cdSrImoHs+nh/S+ICGPCXlIwltQjkC/4K5170re+6OQoB/BmMxhmSP+e2TH3/MGlABhcWchayg5S9BFNpzC8OfbWAvaUSxLOz4zfYNNRN3iVHPJb6/1DbZ/SqDj9pgo4ctOyiXZNp8MxQp0/NnFAtMnL058hqeSqtyxAcZFt06Oz0CO0O0Y66rOiwI9SRYJgV6ycKFJ4hwF+hoLl9z15r6OUhk/vqwbA7hQSrctKeKt1gAYx6sC/eDAPXfXKtATG7VCE9FCQ/GzBH0vAwBosriPORFauEg7vp9zTUQ1I6U6IxL1LFekRR7oSRPRGQr0jKo6IZ4m8pjw2adPLoem8yFv4QsqQZRBttlCYakz105XBfpeIRqDOOdACxc3Di42IW9pmotuGyTQneLRjtusbSKaWLgwQcKMJqJ4DgDh3ZdYOkz1mZlhgWkmCPRjXFvXRIGOUxGuQM8Q6MIR6P1q3GaB4p6mgeHmqL5WFy9G+wxUge6qdCcJdGfjYvtUgZ6KSriFC5mLc/X1ph7oXKxAYy0n0N290MwDHRpIyLZsj5/Et5kLYHKVThmiktkK5XqPpIsyt8ce4bkIGlPwXiYLZipU52oXFJCfUGxelotRvdpEgS7duQAEAn0c50iga5KUlzzL4/kgX9gJ40nKRbQNFz7aDIGOCwCWiA04UK0uhPAe6FIeRd91sVj44yYEulegs2dcyiRGTYnIprCrDcnA8o1tLVy44rzf8jh8EXieAp3e7/L95MBxgePsdtlMVdZrR+AgxxuXDVjuJR6IrTBADb/xdvAK5yMkOydIbJxI4o00DfFAd4mNkeMD3rrjoRA9py5Hsh7Ji6kGpnNAG1lKOSoNUIF+pN0kd+kmL6Q5hr+e5EEoWbj4F3wTyGCuQjc+kAe1wx0upqMCHa9hb6y/jxrGjS5043VZkWDit9dYSuQC8pQC3X3WxUXriStMKodc4zTfRNRdl368Vj7MkLGhOjfZZh7oUh55Bfod7sb27uWj7wqE6ZE7KpY5YrKJxPqUhcuyWricKeizfNF1Bk9UmuTFeATj5GdwwQCfoZYQ6MoR6JjIRYS3G+M+UWP2KpSIT+1dXIwiCQKfMGrNSluBJlXrFTHh5T2O+wYsXOrGc0rK9rWCBTMdPjcEuksEhQsYeF062UHrwg3GjUtMYQJAiDwXN7NqNYw3zlwVE9mlLNtoGDehRgtTqUPVDy7yYJzHbUFKgIV7hwl8XzpyI2p86jYXYzzOlsNX7BU8MTJBKvltbWjkjWME36tuyEFry4tlZw3DYqcm43OJCoij8Ys0Jkw+kPy90I7PIirQrYv3S9P464ExG9VmUozbRAQyWh84scGsVM9dZ7EgyiunQBcXXIzIkVz47vHE5e2zcLnYXUx+l2zTkm22WHTR5N2KqVBVoO8ZcJFDAojOjV9HOiC5fOcijIO2vQMAwjvTNkigX3S/n4pRxuc9SCB4pWM3xiavXhwy1gfuvdbIJXhnEFSgM7FDnEexeQ95X+MiQecHqDvXjAcyPsPHy3FbQeKG7F3+5pSxxlu4LP3g91otFxNWbm5zkZDc6IuuLozX88jNo3qiQJeOXE8sXKhlpcsFkEAXizAPQkEYCoewWhjzB2gDye8JdLa4MhcoVhBOz5XzQBfK5S2oQHfXUJAUJVloyVQjoB0Qxlz8LCmXgXidUKDjXBVz5wGndipVI/O5s93Dqq7zAkpcez6BK9DJ+Oj1uI0ns3lsyMSowY29Xru5kczcczdW2jbM45aOp+m9Ah2r8o/I+efFTVIeeVV8KowK4xvHuPdA59tmLFxaP+8oc3BIti+XHQgXnHCuiSKDHIGuHUflm4jyfndSJjEqxzVtYkMSns3NnjOc3x+5d9u21isrIvIE2F6BjrEFx9AcBTqdt0sneJtjZePflxMLR6eBSqDviESJmWtU5F7ilxpsbEX2t2nAw+0v+u2nLFzGg11wpAWSGKMHuguUizGwYKBxXHBege5mUZdmfPYc0NXFQI6NAeuSS2L6ZRiGqCYPyWGqoFi6BQFAEgUV6IsQ7CFJJEOCoc34eXe6HAqTrDta950tIXPsGAQvLlyiTa4ZXiNcZPCKlRkK9ItLCdYl0Bdc4scbgwKEiSYq0IVqo88UZCKqLt85bpsE8gVol1Rd8gT6uP/wvMvjuVsFHcTKcxxbR4594/YfAGFsd9XC5UxByfI73Ljk1SMrQtRccIslgwsGflJGEiZUoOeeRRxbYZLJCfQL4EugUSXMSXfyYgykUkqgewLf8uNcTM4rPd74WY0IJEmiQiQJqcLEKbeYdYCwTm0hBixHd7G3vRgsXFziiNTBSuHkGfykPbyfMuoKnNTiQqhjsI+aMQHK2WigLcvKEeKNNoRAd9Uybn8sVxZdB7ZFdTpO5jLKNEfu4TY5hV3FfiEhTCYU6EP0DnaTOvcelI7wad0YsmC3suQ4TaSLhUSBjmpK9yxJgwr03hO7uBDoF5aOxgnXAoQXPsjGjX0nVsDYFxHIFpsMuPxpAwsX0cpANLmElk8kIziiUmCMuA0EOhKGeL0AUnIc//9CFya72yy66MGNPymg6TDWVgX6PgFzadFIEE1MkuI4uKMNZJB/5yERunDj3BFG1vYJ8e0/i+QkSCDgc965+ZhtiSCFe34jkSAXgGJIe8ERo36O5J432kibkfZ08dgLkNxzi7bc3Lt7/JubA7i5mSTPhOjd+GYKdLsIBG/jrotFCxf3/S4Sb/WVI9C1I9AvuJg/mJRAB6ZAl0dHnqW3eB1cRQ6NQ2hjeNG9J9DCpUEyuBEg3IIGEujC2VpuusjnxQq4wEA90N38DccOjintLFzEKsyBNbN1wfy5aQghp+Lrg3mdlAsvGslZhY0I5CzOk1d463J2QhZz/XQeUHGyCIRzF9TYaMviximtWOvdeLq0dPM497cgYEqbdiJh3JsxDjU5C5dMBQwS6CiwueziISXQS/YsdFymJHvYhivQrR/7GOvCvkiKLzyBHu9LEQj0wGHwOc1yufTbIoFucJHBfVe0cEGyHYTwNlVYiWcziw9zCN3wXbd7zpBburRA8cRuFi67HifhNjewYhnHyyL63Zz9PCdwm0RTlUDfEXzQTynQPSlNpD6WEfDWKj9BxMnhVCNP/JsPYY4E1iqUwQ3d+NfOfT5a2U0p0Od89hzQgewTSfe7OwAJ9JBIBnVFSkZjkuvtQrxKHRPcO8IHs4lSKPFYgHbl3Xe4lw4SxfidFemEPZgxabng/A6oijcscLiV0MaRiTM80O9YBMIZk8qerf5bYwG9Qr0CXTllndtGWIDGEd76DjeGMgQ6KtAvoujFfQ/cZzR5cbYuBgl0p3iD8Tg5BTouuFQP9LMFLqi0AmAp84tf1Nv6yL3cgt8vQAABAABJREFU3HAKY0WERAdJbP4sjs2I8nEPx/6YDHXx35KXXHhOeBxVhEDnRDk/TtYDHSegbtLRAMCRmxxzgqQnVgi987rTmcWsQwQS6FI5T0Q32b5DXgwV2QtUoGM5u/v3QkgPcPKW+mqScms32bbG2QT5SWsmoXWkOFYfSUWqfpxS5YKrKEKiUCwW3p6lEXG1T6RA70S0TfXs3H+gb7a8FL/DcqB5i1/ERgW6i2cdqSjZNxW6ZYuPmA81ooHOWbTZI0dcuQmcsYO3FkEyHJWf9sKYBy1EeF6ljNVVnkDXNObivzhZnUOgu20ICYmqxanFDyTepSenTl+djff9qDnyFi1J7MfJc7OE1i3UbuObb3wFhIDG5+BVgb5P8BZFrQRwcYN7oN/h5kraAjS+xN+NmYUjX00gMkvqODrv8fkLEuiu54htQj7NnxlD5iugHOF9R2w5kMujgrAhJS3w2UcCHRwRnlOgI2GN7+eGeggrR6A74UGoQAsxt0U7tQvjOXsCnVT2rdx7fXAqavzbQHIK/j7wdjFdBz7cocKxTwl0nL/e4asyndjJLa5DG4hJH6NQ0LWpAt01J5QDKm0doaatJ9cbE+ck6COP+RkAJI1Fs6SSYt91hnKTjincRngC3Vl1ZBXojMTcs/fpeUKoGl+ARMJZs3tNFtx7Pb77L7lHT7PnHyAllJUbO0h8t1InKuMwViiBjh7h4xhB/kSZrkyO0+/D5oNhGzIuxfw5I5LinRu7SKBPK9DJnEZiXB4/IyjQlbd50Xr8XeO89VCBviCLhXDHmMelvMsRBBuSGSpqVgW+6XOGnM5FrBTYsYkoHmfY0cJlk7iR4w/mEO9e7Z4R550mKoG+I8KgL5M5fULQglcu8P2NDmVngXBfb+FyhP5PXoEeLFxWCxco3TsaCfScv3mqlt+VQPdUr1/1xhXUi7Bw5xfIV3xZcNLMWusnO4FAjxNK6C6AN8opWrgsvGfXZadW49+5N9YnJIMrCzrqYrK9E8KfB9qhNO36QIHB6HIXvvMFTBw5aUcCoJXu/F1AH0Sw42ndC01dwkDuPNDx5SUW3gP9UoMlq44ku3M85xYGaF0CiAQ6Nr+96Mh7Aw1oNmZwfNDJe8Xth68EENKX6HLrJ1SgN3aAzrEnAyPQBVEBKHV93J6tIFOVQctKBWkiH5KqPto/90L1Khe0NfD+6zKohRKVe5pUIcKCmYt9AmDhCNlEhUgmdb0r1dPcD/NAEQh0tOEZr91lUl7YuwnkRTdeBhfPhothUicEIxMQlOhE5aUZ9/MWLhlLBHw3DS4pb4iFC1a6BAV6INBTe5ZYmSa6zpPsEoItWsV+o6Q4zGGVIdDxvSxdpVgL+0ugB2XOxej/F80i9IVB5adGn/QQc1FRjYSRuTDGNVofhgp07Y6NNiaxv7fLQfB3cwh0tHBphff5Q+Xm1OKH328ZE5enCVSgt7It9r8IoowFtBOWU+uAZHnTSpDeRrEq0PcJvnqiEWHxx90jHCuoQFcWQEim5GUKdICysjBLoKN9Glq4NGkDOr6/lAsQWL1xKZ7voGAn10umyViuDf5vqEB34zSjQEcvbHU0nmuLOdIAICwq4R2B3jMC3VqQOHdx1TGDqxpeag2NU4GjcEG7bVBIFCnQOYFO3vMC7Qcxn8zsw+fSvfdNdvkDJdAHjFHbKdBNw8UKLl9VCsDZXUgTW654CxfdAFrq6IF53COpRMlxE3/XvNK3pAbuPFGJ1jw9sVHlCCK/9QKxit1ALSyEjHN2ceki26aBwVWoXVoa97dYiASQxij0SVckjnFfdCqoMq5iPyjQx7F8yeVa2jZlcnxiPujPz39W52Our2guCLUAgoVL5+ewSKCrpI9AINDJnMbFSMytUIEeLUg6AYN0iZl2330egV5eNMjB54UokNhRgb6tBzoS75eWuynQOak9jwhPhXxzrGw8J4ALx9UD/TCQTIZM6mfHCVqAQIqHh+aS+30YLHzVPIdAoI//b1H9Qi1cOleq447XmNSOxB/PMvuYE1Kg02CCAeuSI9CHToRGDIVVODrxQ7LW8jLFZhl80HUpeViAcgQPvgBWvsyPWLi4hx1XaVGBjtd7IUUgKtE3fsJSAoEJ3EUkebSGhfv8gSvQSVMI9NCTbsV5cJNfCQCtI97VRZZsYhARRIGOjf1cUDSXxpdIaxV0TiWx8gp0Zw8kaRKeH9tVgX628F70Ung7HX6vjh1Z0IGCzj3XQYGOhHNHFOgjic09zLKTQ/Ssy5Xj2Xg85tRR/AWIny0lSaoSC5c0qeLHw0U2KQC6ggpxcEooDRq072Z/ThTobsGMKlkBAC6LkDxj8+FLNlagq0uUQEd/QaZq6snkfYFl8eN+C1lWoCMpro9SAn1wFUJoAUNVZxYtZSCvQB9JdhePgVUoVewtvOJwygbEAXOSqNoG7Rnc678hja22URSfJkoLgK1soUXLNrcYhQtfNOaiB7rBCZtrBN6QVzA+r2gbgQR6tJiFFi6ATZ5nnDySea0EgSregSnQcwS6t3Bx9+U2eqAvmkWRQPeijIlt5gAbhspWgmyqhcteQpOx2+JCTtxENCLQRfzs2S4mQce/FQh0b6XS+jzIe6C7960lfYMSAt0S4smFL3EJ/bPzIiP6c45I8E11cRqqcB5VtnBRuDjn5i1CAQj3Ekby1/fa6sbvJa0FifNGR0opN7/rrPHHUm4OMzgC/YK7BnS+m3igI4G+WHgvY4uLBRkFep9UVDuxE9ZsN9YT6OiRv62FC6ACXTMV7RDISWkLBLqVGIbBJBYuQdzixyR6nqOFiwkWLiXlJrX3wZwa3PVQLg8TmaqZbZSkFdshtxCiuQKdkNKD4zIuohWniWMDPSYCj6eBEuiM1MaxIzqwdowTiwVWVrlKOLQ1mVCg24n5ID8/kRm7ia0JyeW8Ar1FlXcQTSSLBuiX7reVidVRUKCHa4EKdNkyAp1U2wD3QCcq6tKiQQ7cDnpbBfquxPeJWbj4OX3cS2TOPkJ2IJl16+R+1QP9MOEDVov2ITbxnOIWLgCB3OIrhrG6ar2NiifQsRwX1S/KADaYPG7HJAaVMUig59TlmLzccUIWLrQkyTfTcQ/JRRfwhgZAtHGyylWvdOKHBKHhwanpxv8AoOSBLkSXEOg4+aYKdAyiWCK17FyibTNEJSZlM8pHMDhdcMRWpxV02LxPMwI9UqC7cWJR0REU6J0j+wZGoPvEX4YX5cUGFwLcv07V0lkFrbdwQCIdFejhvPhiDl6PSqCfLeh9WJQU6DiBEwpatOtxfAatVvALXd4DnZPk4dlqPLnex8eh5XhcOY6lc9QjkpWJKoUNTLukiWlq4aKTmOufdzL2S5YigyNzldCgnapJZ0pZDxGeQHfljag2vYTqbAAYmvH6XnTKMLQY0xdQlQSAzHWiHiGeptjB0LhGiFihkyUwHfGuHfkndWi6Nri05MidF5BJM5ZPSWwYlFGgI8ku7fqmzhX7gZwHeslfGN9LC0mqbfC95N7TjW2Lth1njbRvjiNx5cI39sXFqByBjmS4J67cM9Q6QmmwAOC+u2ZNMum1wImxQAXqjHmSV5I3MlWg+3uXud5ocbKIicvTBOaMneygc3khr4bxjRUntpmDoEAX0Lg4WC1c9guheoKMXWbhcrF1c5RxQwAgz16HCvQFhEbo+bFiIyIs9ubt3HvNCOK/zZS/voJOtJ5YFRfjiqpAkofYMGVvh2M9EOiOKJ4g0LUn0LEJJoBwVo5egc4sXCiBbo+cTaezrVlYCx1WuLk5n3Ke8BfQ1o0S6CULl7bxFi44v8FcxKuyqYUL9rdCCxe0eyBzT24ztbGFC+ZaJiYBDSEnJbBqSuUsXGwTvO6HPIE++mLjnHcVf1eiUi97oK/Iccbvjwp0tXSK9JyFC3o6zxCIVeyGrOUJxoKL8aIYFQMimW0zBDy/XwoXb4D0/WAEelCOt16BjuSz0qhARw/0prhok1sQSMdlSjj7+WQSz0LfCSTQsZ+w0YvkmAjtXQKQd2tAQBzfUYGuVHj+DCPQ8bu3TQPCxRLLY1RORT2nESYXVmyrQHcE+vYWLk5Eu9jRwsWW30XFfehYkNsvPlQF+oGAEz8A6cPCm4ICBGKaN2sYyFilhG4J6H3sKnjAtIRAdzh2vn5Ytuiq+kevuTVqeW0hse3YBFFXXZaQHrkApppQRucXFJgdSk9WBVs3afbd1/FhaZeBQC94oAu5AGXxpYNK/Nhix0JQvGOX62WDLwu0yiBEJSZlMx5eDHILR9R1SkGLFQGMnA5+owKsU4EjKaQcYd1YCy0237nAVkLdddaUQHcqCRx/6gIq0Afo3N+wU71vwCPDea34BBTJDFEJ9LNET8YlLuwkTUTdJGhUoDv1gEs+LF35lVgKFy8MhbK6kFxJGZe9xSWIbCJh2bOdU055C5fRBzJS1BSsYMa/8QmoWzxyMQIAYFEo0fcEutRg3XNpzguBjmpsTziP1+nIhNjbuwn9JSTQcXHXlTsKBQAWfQZZXEUFett6exXrPFs778WfU6C7MeH8m1sSPnpUvDgFe1CddX6Sit8nq0DHbSAtyazYT/j758qUwVoAnX8GfdUTiXXYRDSQXM1OlhynCd9kiokEFs0CGvc9XDVysAPAyjzRwrJxz7J7LtBmQQosqQawAq1fYgV6vJiFHUdRfTHj3L2PtEgaMSKZk7Pf8Q0cPTl1GyxciLq8NBZwm67pdhovmG83DVWgVwJ9n+DHbiNAoOADLVxQ1OMqWJUVfhHKExmORBEmtdLgCHnQIsx7cLHGE+jg/QdKFi4COk+swkWsuI1VpvSdzOeTXkRjrR/X6ICJlWK5JqLY1wDc+1lgMZoRXoFu0QMdF/IabHxsQXgFuqsyRgIdLHQGc0/3vDni6qKzdKHCj6ICnVq4eAW6+37uHUKvaOhX5WKVyx9AAoBTWgabqS2biDbs2G4OaYg9BgqgUETmG0TaBoTGhbfj+LgZRWsgVWNxS6TiTURk6XGky/ENvkOyHuixSPB2+Qs/FxHHjbiJaKg2SBXoWCGf7UHFyWQce7AE46rQShYuAoICvXF5NZLIF5zqXZm2TI57YVY3MS4zC0R+zujyngy/Fgh099yYNtnGf2dGto/fqY0+CxXoodJZgEULF1SgIxEvBEjf58HFH8a7TD2LOST9EDesnAzKcbTa2dLChRHx2yvQWZ47ywN9fcVCDolzRVWgHwb4qhFAevN6ZhECQCxc2I1H8kICwIUZPuRegY4iIu+/SAh0p6rwBDpJDLjCfEotvw2iFUjW3OSCC3iDDGV0NvEHdapEr8iQXmll+AprswDfRazggS6g84EWy556d6nuIN9ZWSSTnQLdBdCg9JWeyMekbMoHH4ETfVR7t0pB4xXoLFBhSWErPYHuFegCG8Jar0DvkUBXMWGpyUozkuE4bgZUmFgFHeAiQUygL6WExqKtSzxhWJlwPSrODvRecWshBFq4tKChRQ90XL3PKAUQ/KXkF6NEl7zk4pK9OKniCUK2+ZX/LJJ4oVUTNmWa4fPnz0cEVcKyYCmikIgSGgwS6AXy7uCAlifo+ekmy0uXeKsGYHAT3wtYWo2Ni7HhjgJAu4ekRBP9ybtAbhsk0EWZQEcFOk7QaXvi3n0WeqjjtqJbJIr6rAc6U4LVCd/+g1u4AKSqTASttsFY5xuzOwJdWOktOfbWwoVZY40EulM1ocVbjw3pUL3a+e8F3gYpJtCVBbAutcc4mFOgY/ov3PMyS4GOVixNsHDBPMWTXX36vHv/6S3JqW2A37WTXXEsUA/0XcaLV6B3wQNdbzmBrTgdWGLhAmjh4u4bjgOvQLcAwEgh6wn0NlGVc1DVMBcStDIIdcQaAl1CG5qIXmAio0zFa+oZ7BTGZEyj1sW6HMDK9MGXrqrEXkSrE7evEiCxGs0Re0igW9dkS1oICnRHSiFZ3lnrG4xi5Zvqxm0u9KhAd8+NlCAvoLrczWm8nVvjSX1v5cneIUjaAxAxmmUVeQAASyTQd1vk49Zx2LDdW7iYBqSIbeW0t3BpQBiXYw0xgR6RqoyQC7YehDhljRinjiNc0DeuukFkyLI5PYcqTgb0Pga+hC2WkG0Gtwh2oWMKdLEo2qoEi5IOtHuWuYULEplAFOhIoOO77gI21jRt0eubChdL4zI+Z5bXszkj3d/bsqDpgG4Bc5qSAr3FOYqRYYEUF9pdrJLC+G0wRkrsjeW4FkqgWxbDc70GNrEh2cQznAIV5xfRA33C+nkKK0agb+ulvo0lTa6H2nYe6OtV6yeBynrtCO69A5A+vMGfWBLVsnuQWcKTnxyWBzD+bYEKdHz346AXAo5xwoXNYyiBzki2gSnQ133+OuRKknBwX3CzxCGnQGcNckID0QVIRzhriK0dRgV6yQPdJTEivDRSBToh0N2xj9WYWCxQgY7XWwhvW4K/m9PAAFf3cLLbau0VGbzkJpRLC19mKcElhy4Jb4kCvV/GyaZP0pxCQ1oNS4E2DW6y7UosOzP4hYne8MUCAa2rI10xb2g8zrJauJwpvAJdpuMSsSIe6Fj1MKAaySX7VCmA4Ilz5HPOEp6Q3C3TJqJJMmS8yj1XyQMwKuITJbsn28uLll55JRo/D/IEOm8iigS61Ci0PhcKdK0H/4aXqNJyz/HSfVHVAAxu8esi9lLAYePsFoQCsG5yx8loJMvEYjHOnAHADEigj9tkCXQkDC662EQY9N4ggS6jz4BlG74PK5PGSTwQlbon0OuEb+/BG8ABpKQSIteHZEARdYs+xU3wtN7CkuM0kUwskBwXLbTu4UMCXfTxhJCSwdjozzfiBSTQg3oWx773QM8Q6Fj+Ye2Md3iuiahmBHquER3mPZ5AP311NlYtUnI8qT6a4ZM+B5hvN62Epq0e6HuJTBNRJE1xrGCO4GgSAMgo0HW5aR4iUoJ6CzqnQHfvNQMTBDoqim3jPdDxfcyJFmphZ1gehf9Px7TwJBJauGQIdJf/YEWQdSFHGBEsXDDHQuKoDR7owucQY37Yu78twJLqRzf/wybmx6N1AuatouvI9VHRZ4mmCQp0VMSzdwhaxACkdqiS+CXjoh4mitvGKN+fRcS5lnbqXmFbYhvh8hZngyOgcSUJAIZbuETK8bjvl7e4oRYuBeuDiJx1YxLtu9BqR2Zsp3hVw+1Sdz4XEc+tCoslfjx00Lsm40ctPgup+rk0NwKxAG1QrZwnvgFa/3w13tnIKdB9X7imSNbnBJRpc1tCsidzvXReiL/jpLg2svidkWyXUexDj203J3KVMFLinLQB68SWQjIFupS+yiYQ6FghTb9zrHKfQuK+sMFzZq0lzT9xnruthQtTsm/dRDQvhp1CPP538ECvFi6HgdD1fAkCJy3shuNLuxMCWmavwFdO0MJlQYiwKQsXVAAvUYGO/uB+NX3h1cpZAp2TbKzpSm6bTRAeiGUSZJcuOPWkkQsv2eEe6F3T+YmiZiU40CwA0DeXW7gg0QLBA/3IvQDwXlzMEOi3HIHeNTHxnFvgmNPAAAn0xiV/owId3HcsWLi0EmyDCvTxMxRRoGNTnn4Rl3bjtVdO9dDBAC2zcOmXqQLd+6P7hZ8GGkBLm/jlR61DKs4O3ptfCF8ZkfjVu5XcTpgwiXGDz1jahGgR7cebB+XVVSx5IES8b6Y0Yb3CfT0RWS91TCCbIygpDvy2ID0hXGpqqdHvU5pAoJ8DBbrtb/ifW4nXPFag960A7a7LRZdE4/WySKDrQK4ljalQgb7ofAmz5xvcOFQm9bP2E2FUHCNhKFro2f0Cd16+ASEANIwcpzYv6EzRmHhsVuwvvH/tHAW6tw2TpA+Jy6ecibiwcn8tXAoK0iV0nnhCNaMcZLQN9erGygx15FRSLqdQAGDQo5l5oEfqapevClzpmkGgB1s5mZCQ3K84AirXb6OFi1egN8TfnItbiAf6LuNFuxUc2QiiQK8WLvuE3NjFBSG852glpuy4+A5A5g7YoGCiaR4iJo5itTq+Fw0Q/+0hb0EnqDd2Fy9i5/KoUik7zduReDYWm5nmFOi4KOaOg+9nIxPvYK9Ad/OnyAPdzeuUJ9DBC4aCAn3c5sJqVF7jHFgsFukCg680a/2CPVpM4DX0CnR3/LHZdFwtTAn0kgJ9kyoZY4zPYTyBjosamL/YtujxLG3rLVyMyivQIxsMG39X4+ZnsQJd5Y9DlLHCzaWFEzJkFejccmzP3qfnCSazEJLY9QBus4DBqcOP3OKeF0JFDSyZPYtXl3egLaqM8xYuAC1Y9xlIPqMK+8ip3tUsD/TlxLgk3vyFuV7O4cGT2Z4UF8WmnYH4JjHDxvEdFegCFei28YuMwvE/uHggAbwC3fgYzubHGUX9FHbx8dbGYsvD4IG+o4ULKtm3daDwpDartJzcJ7vgMn+/292noRLoOyLukJ2/4SuimOIKdK68RDuRTsh5CnQ8tntYNCfQuw56TATRZmOCQMdS6CMp/ODYxcIlsntgAXTpAnMvDbFwweQQg8h4fb1XpexAOqJX84DcLIICvbASSgn0ViIpPm6zlDIk0F6BvnCfGxPoHW0iapBAX1/ihg06G7Rw0Qpad8yBe6CTpkfWfb4UbiLs7mVnrW/wM7Cme94D3dk3NBCaR+J3VovxGnYmJdBR1beQY+NJgNQDPTR0qwT6WaIn96GkQD/2Hug6lNEiYeyeISE7/9JH+C7a3hsuJHBcJRFbwcQTR4wFbVSO1xf/Nn5GF1bx8RmmfRVKvno49q3wzgTheS0Q6MIQD/TDJz/U6qb/OTS5duPExd5bhJT2BDr+gli4oEMG93z13tVd50vBMUQ0ZFFNsaRZ+Mmum2yiZYVc+HcQKvVwWzgK5yo1W7hBBfqFzDZ1wrf38P61y6WXOm2iQFd+MuPimNljCxemIEWvXKzIAwBfRSFWItqGKqUBe5+4ZxgnftoCWKaezSnQhVuEFx2WIc0g0ElO4i1cuAI964Hu9tuCnNoWUYPQNQp0ao2zFYHum4gGC5eqQN8v2Kh6ApvZYtUljhW3+GGFt0HyBHqDFi7NWnVclKOwMv5WoAKdWFcO8Xs1EKtNeCF3uIiNxMQdfnvrBQzxfBLL3/H7NaLxxDNKd7IWLvhM3+FiFFq4aOkV6L7PzIAEeuqBjgQ62ql0AlIFuvvbhVuj8loDgBYiS6B7C5dWBisaR6BjXxWxPAJoGq9sp82mcd4jVQPe+n3hk2C3/+aLfLTxp58HCvRAR5uWFiSwfBk90EULwuVkhvlRBxuMdCxxVbKgCzYFW0MpAjmFc2kUMjSZvLdUMVVx8shZYBp2r/19FR0oJ0Jctpigl/dHUA/1YOHCSXbcpwWDHuje3tLZhbp42OspD3S6IFAal2XSNNsU1f0tUZVrWfzOuSaillWDBAW6EwJZ6ftECBn7rjcQCHS0rsJ8LHpet/BA38bHm7oX7KocT5TsW86FuS3rHCFT5Fgh4jneFEqilNNGJdB3RPTwF5KqSLXMFejM8xv3XMqgVp8i0H0TUU+ggzsHAAtjEtJjIujVlTYh8hHU09or4E9Egb5IrBg8gd7YUVEAYXXVr1q5B4GW2kpfqoyTRPewTFq40FVXTqAHFTX69ipoQYgGVo6EQQW6t4PILHDMCXzY0RhX/huloUECnV9n3/QoJO+Nt3Bx6gproUMLlzYud8SxhQR6B4O3YhnQd90lsa1R0EFsaYNK0E4IT7yjvYv/PsQTvuLs0NOFHZFvPoz3rhOGWLigqilNvBBhMharZgT16fPkdkjk03K8ONaNv0OlQZykI3KThlwzJMtesp5YpQp0t5DICTWNPQOk8W/E22ExcNowqEA3oSwQHMm2dOXCx10g7S5gM1Uk0hbYRFSAxQqnxAPd3Ytu4SfieCtaEcZfYqOBJeIXYgJ9bIzkCHQXXz2BTsh+oVgpNJJ2ZBup5pcAVpwtqJc+kia5ZpQAzOaO5Si6dfHHiKLq+KzBy5LtBIEukUAHAwJs1sKlRwIIiTGX+43HThXovhrE5avSPzMzFsEVJSHdZ2DfHlSg5yxcmD0C7CDKmAuaM3p1OW+CTm1ecLxsYfljvIWLIBYuh/8OOVfAKohWJg1w/WILLsgRBboBJIjd4pxui3YEiHjeE1sF4NNmrF3rgS6MnKlAH6J/Q9n8eBzaD4AT6Pj/FI1Tz7SXLo+fSRToMlGgu89GAp0q0D1J7hToYhT9AATBD/7t6Dgs+OumHa8Nuz6+0qzNWLi4uCO6DkTbks8USaWS0IIQ6Lgg4C6HX+Sb//zqVaj283NXQAU6UZkLnhOjhUtXJNCjfFfGOU1egc6sTR38oo4MvYuEwNg9HkdmFg2qB/rtQ06QaVm1gV9RE0EMiD3agBDWUqLfPo8tKGpc+CoUxaxZvVDGBgW6QIGMm0ei6r3XVIHeZ48zPS4zgiy2IEjJ6ESB7s9LFIl8vu34nbCJghOWuViDdi3WNt4DHX9nTNpE1DRMgZ7lBGf4eLPFT7OB8KMnJPcuHujaWNAuN9vVS30bRT1d3Ancwpxrt716fxdU1mtH0HINKfONZVa05FjEE76kiahjuTsR1OpzmoguGIEOAGBkA2KxgJVLBDV6ymqTJBSInEWJ2mGyE68oYQtkp6byBLoJiRLEySEGQm/hQhToypdYogK9A8DGc+yFEAi10EQUCXRczFgS9a6G0ddrpZxVClqfQEaBjpWhMx5eDHSYuDRaBwsXdp29SquxwZZAjKoT5ewNOmuhdWRUzwK590B3Fi4tKOiQQHeHHpwSpzMDUaAjkQ7uukjoXDLIFeh+/FULlzOFt9sRYeFLsWd75S1ctJ/EKC++oUlM3sKFJ/1Spk1Esw1UuPVKxu4qR66P50OVCyr+DNrEtJAkahCgHSGMiua0iShauFiwmSbMhwqNCnQNIFvXH8HNxjv3ojhehsUST6C7YCMiD/Rxm9QD3SU8i0CgGxc4aHLBr7lXoF+4MFp/omWFXJAqH3cE19AMkHxT4MudvToQFeioUjejVy1AnfAdAgwZR97WYK2Fi4gILwAA3bhxQBTo+0egs1hnY1slI4IqVByHGN6KWE2Nz1DvKkVQga6sAOOtrcZtUIEOQBYQ0cLFV3asnw54m4PIBsPtPaVA501Eb0OFD80ZS2PBK4+bDlqXn/JqmTmIFejS/a4q0PcJtKeQaONqXE8wYzwB8M+Qb14uA4HO8x6OvJIOCXT37gIA6OKcPezviCPqgd6i9YubI2XyKO87y/ox+QWCpvO80YBK8iYdp9jMuLt857iNez8Lm/ode+9fSS1cwO2Hfa4ImY0CKP831wjxZiDQh7bNKtB9vtFIQGdS7M+CC4q4COs/k1R++7CjwS9M+LzC/W0bBbqmdnkLt+jgPsCrzG2XVC54f2vRgrAFAh3zbdJYz7igi8Q3zpupuryUE1PhCfbiapxVj8zkvXxM1absp4cwRyLzJ7y3l+J5mCAWLJ2vIknvcZL/Ep90JNCHxMLFPW+2KSrQF3MU6BmxValamPa7SnpqZZqiIimOinGjxVoFuvT2VU1YeHPXt21baJrGNxG1tgGDHuguCHsLF2sTBXrOwqW0sJBDWumxfh8EqsaFALiwwKqCzfMPqlq/w8XBfstKOoxxm8SNOc2Qc+BW2Jtcu11QCfQdEW54V1xtypcc5y1c0Dokp67KwXtQO0ZUEx7TigZE18EKJ1OoNp1QoFNCdM7nr0PkB4XKKVzxcyfbS+ssACwAKrO5BzqqieTCNz4ZfAB0mVBTVqB7r1zbeuU62rIoCISN9+2FMUleaVSrxw32lpkGZuHhLT/w2OEYPIFuvAKdX2c/yWzDeJIJgW6gc4sFK74S6q794AjRDgZo8Nrh/XeTvVYHBfqQWLhQBXp5bFecHWgT0a5YXeLIU7BBBYRlsBCU44Ip0FvWmCNukBUrsYIHOq044er01EPUx0HmgR51b2fbxp3d8woKDcJXQIcFSZbAuQUo05wvBboexgmpUAAS46JLDhduUeGWUxl0w+ArWTSu1qG1gwrEWeKBjsR11wYFusvFJYRrmBDoWH7ZLUA1EFm4YKUE2mkFBToq4sGTCqkCHYmRsE2d8B0AvLdtxveWgVbJcSGA9h7oAlqxnxYuvlQXLRhQge4ma6oB/5xSAr2BWE0t3MLS8dIteOHjasF7oOOxUYEOQJ5Fdxx5hBP1OR7omOwQGwxUbl4qE+je5sWrPW+vAr1o4aJDXrmTAh2bpEYWLof/DjlPoD2FgMyFAMI9RzGLojZILjcKCvSmSBghYh/cmDRtSZ6PBDOofP4ijPQLVPiOjHI1bqGHSjwZW3tECnRHmAdrzwyB7q5Vd8dIoPseJVamJHCPBPp4Tccmoi5fwOadaKciRKpAlymBrpwCPSHQfRNR4Zuh+v4sSKA74h2tYRaS9AXC4huSQwQLF/c330R0AwIdFegaQDbYRBQV6KSJKPNE9k0fBVGg67yFC+1PFEhVt1AiUg90Ttrl+hNhjoaVBk1Oge6Vsbgoc3vIqeciwmIJmT/hvcYFamz8CsHCpWsw2SVzo1ITUaJSNy7GKV6xj3M2aLxFkieqXX6OBPowq4lot35cyiDeMmxBMMevcQJdaVmMy8HuhSjQmQd60zTQNI1X2gO0AF59jwp0t1AOQBToeQI9qiLYxAOdLX7OAQozu0ZC5/KybSxcVjkl+xbHsdYm4uBZ12DCzmdyP2YBa8yQ9N06DVQCfUfQh6W0+pWzcPEKdFZ6QAn0QPjkB7C1Nlg3OAJdRQR6C2JBCHT03tO2qEDPEXGlz5+D2L/Nvfw9ge4+U1oQbee7mAMAtI3zXc4oKPClj2p9g/4C7XJUoQNAyQN9VKC7rtJegT5uQxXoSKD3TqLbCEa2i5wCfX2JWwhqVIEe+7giMOE3TTget3BZWOM90HvezAJLnYgCPVi4uHN3qpEF9UD3hP74mQspoRUFAp2M7YqzA70PJQ/0lQ4WLq7/i19IsZQUTyxc3EuJJTVCBL/FoICiCoi4ZM9kbGLSBqMxgU6b6Ri27VSXc29fZIV3C2hRgc4IEu2IKCNtsCU4Bx7opncEuhYgPIHuxgkq0F0PhFYraF3cUO59ESnQcRJfsHARR2HM2JVTq4Ep+lALt2ghl0vQjYgsXHqSpAIASJUq0FEd5tWBTIEuFPhK1zrh238Y4qW/ToE+kIoxn6Pg4m8TyIcFjO+9vVOgs1Jd4exZli4BGsbZ2fg30k+uQQV6wxTo7jlFlWhOPUsV6IMZwAwKhCOu5AWsOJqhQPcWLkSBPsfCJWkievrxdRMP9CmSfQ5Qbd60EhpUClcP9L1CUKCnTUSxEgFtx8YqDlSKu/GAjKtqi3M9/1mRqnKBJzB+Bh0WbUwQIyILF5zUMQV6tlE7t4dy712/UNQsvGXLCu1AMgR668bz0cXLoAVZ4KZkGX53nG+4+aU0xMLFXWdvpyIFYKbgFeg4Bzm+hekXqKbJK9C9hYsMFi6O5IosXLoOhg5V75LkxGgLB2FhosOFQLcAgPF0gxhl+tEDnYoVsDmrcddeQJeMm6Cw7UCgJWmhoWNkZ4j3A2Oum5/lVLwIS7kKbCLqQn53xwSBnngz79eC9HmCzd1rRqCbjIVL42KTAGofUiAgyRzNeguXfPwB0khT+ucNexQ5UaFpAQpq4Zzv/pSFS6JAtxl+zZ0bkuLeWkbDDAW6m+tZ6ZX1KDIICnRq4YLVebECvSEKdE+g9+kcmFcfTcF6LhAXPze3cFk2EromzyfNASXdL+zgpT6eO4phY/5gCpF6fwMPdL74AGB9E+fTRCXQd0Tsd5QPEKtMyTHadYQbPxLGA2CzFelL2EsKcEqQda77qAbwzVWMbEB0C291otCeRJvkPBDeUz1Sd627CmXkvAAxkUQCfWhhLGUMFqAkiIz742RoKTvvH96j8sAr0BeBQC+8EDRRoCMpjI9ZR0vCoY0sXPAFhaEkKgt0iXYg/0zx4cVAZ913kFqHZq38PmPg8qvLAqRwCy3uni6MgRabicnYC9C/aCwS6AO0bjKABHovcwr0+PouhYTW27vE3ys0Ea2h5CyBpOOSVFGUnu0FWD+Jw6ckdHYPC10IvjBkcgkCayJKfRYTexeRKtB5F21EVMrFPNjpcUqlg8qGBbJSE1HrCFrbQOLre8gwrrGV0AJkM8YAtHnA2LtyE9ROKWgHtHyKmwtSAr2oQCcNPs3KERWgi6SURI/VxRHoRvjYPyrQHYGOCnQk0Bc5BbpTyngFerpN9UDff+DkI0eacGQr+tCSqgnJ9gLG+LN3BDor1QUYE3Fc1BoiBbrxMa4VNmp2ic/FLWSkUMxqifsAqtvbC/6zBjOAPQ7XSd7hYsOc6QBauFAC3eUS8yxc4uaNpwnaeL5o4TKDZJ8Db+HSCGLhcviLsOcKxL8fLVxwYQfHQeMIdG3TRSiDFi6mbFmACDnSMii20XqFEBu2aOHi8igt/EIwLpB5Qi1DknmVO6oY3f/js7CQC3+cY2RPMxYurXs+jy5chqENhK2ANqn6w8VP6/IrQRXomGd6OxXpCXSvQHfn0axWYV7aOgU6W2AIFi6CWLi4f7GvCirQiYULzqW9raEiFi6oQEd1ul/k28TCxannTci1goWLUxUDyVexqsHn3QsffxMCPRKMuKuH9vUYc4X223AVrz9ORs2LXMHi8l3jYWd4oNd86vQQ2ewgmewYCsHutYXAZSDpKzKLaykBGTgZ45IGXajYH61OuALd5e6EQC+R9bEH+vS4zPfNSuel3AMdv7vW6z3Qw3dILVxQgY7bjP7vGPicUMd9d2ktCHSR4Ar0jIp6nfraWu05o218vLG33qKVsEAF+hYWLshPLRpynC1yNRojNqlcyfZX22jx4RL53enHqVNlvV796lfDN37jN8Lly5fhRS96Efy5P/fn4J577jnNj7ztyPsdcZVLqkBHstS/nOQSRsrBdVWW6z3Q6e9bx3IPAD6Bt6IB23be7gM90M2EB7pXoIuTUaDnvAC9EsMlMGMJfwOhh5aABsvgUEGBnZKbIFNHBbonq5sFgCwQ6F69GsqeGnwBEF/zoEAfCcBjjf6i8baLiKgcP6MlD2+pAUQg0EdIY3z+ysMLJveWJu4u/Rzc9xwV6E4dLvOlRJpYuHgFOp67GxOdHkJpJZIRjkBfNA10bkK/Yt7yw4F7oJ+XGBU9twXrpV6jNYaFDpuIogIdMkm6A7cmyjUGDp51oQQxEN8q2oaS6165XlCgj4oa1jAy2+U8nwCqYPBEnlcWG5BAlwACKynOgXpQI4FuZLBwcSoSjL0rV6a3UINXoHsCPVKgo/qkQKCT5p3gFOhgdWjexwl0d82bhVOg44RQdn6RrsFFRlchYBdugq7Br4oED3R3fJwMq7DNoXugn5cYNQXfRHSxIL7A+XfoijSZ9XmM+1vfBMl25wj0fbNw8YuFaOECo7j0yOUzo4ULludpH+MaiIlefIaOR77G509UPYu51kIuomoQcxxImuaOsT+CZ6QmYKMmom57t5hfItCtDYz+NuTUtvC2FU1XtGeJtjkBAl12Ehpv4XL475C5OIQYRf37gTURxXvuFdAQrMwskifC5R2qKc71EFkSBcktpQFYk01eteHfWTo0EfU974jamOdRPjfzogdn40j6AeBxbuIiAqn8RTh3Bji6cHmMR97CJVWg+yaiIli4eA90FOV4OxUJHar82xag6/y8Z3F8KyyINmP19KSFi1fEYtWguy6oQCcWLn4u6xXo1i9MeKs6/NsWFi5erKAEyNYR6J6sc+82SCsXUJkqJVWg81w2VWVaRqAbJNAjFS8bU5Ea2DURdZPPhbPqwfsefT4jp0ay7/AWBw8hRmWrdPHeegsXF4+IhYv0gzkVNyXkLfFZt4AKdGar4uZxowo7biLq+Rus4DeNP06iQJ/wN+fbxCLUPvqX7s890DFAGtP4haGyAj1YuODCABACvW3b0EQUiAIdPwNJbmuhMVi57OLopAf6dE5B5yih0mN+HpKzcOm3UI6H4whosXpoi+PQ+Xg7w9oYkfVA38D+JubgDpxAf9e73gWveMUr4AMf+AC87W1vg2EY4E//6T8NN27cOM2Pva2IV3XzNzzYK8iiAl3KJUjZEQV6SrZzrMjvF071p8CCxFI/OSYoSKAjWaqVJT7J8cPhmxFKAZ2YVsDPgaVqUU/MuYDlHtaRQG+JD26XJGmooFjKkO2tvAIdGexF0QM9eDQTCxemQF+SRQNsIqr5C8rdk4UgVhlegR7Us6UmBj2zcJHa+IeQLxhicm8bLOcMBLpCCxdjvHfxihHoeO0HVLCBggYV6Ghn4e5xq4ICHa1bendmC9F4BfrAFOiH7oF+XmIUfW5LC2/+XoH1Fi7KP0OElMaFrvE30MiRYEl9zjMq84xaJvyNJkoxKR5KjwOp5D9DFD4jo0pA4GcpQ5qIlgh0/5xBmEGfCwV6sHDBJqI4s8X+Eyu0cFHEwgWJNDQhV8ITZ4kCHcmyIyTGACwq0C1RoDPiSqJic3kEphFg3ZCTInigY4Mr3DYmx913ZB7olpD+WDp16Iqp8xKjpuAV6BnfW45g4SLJ+9q9u2AFFrDSZv8sXKy1SakuwBh2lq7fimrANxmHY00U6KyJqHsuVs34jTF/0jbkNPigdE0XLWZFCvSLjoEXGSaNn79vbE4U6Oil7uwEgN83QkRJT07dPgsXunhQUqAvZPCW32bBBcnyppEg2yBUea7gEGJU6CkkRxIdIDQRde+nFlCBLsCw3AiJdKE280AP+ZR7r2ntLU5MF5f/+3PF/bUIlVTeA52QpSyP8gp0ZgMQFOidP84tfN5bAKNDxDBaQ+su1cULd4KSECvQm9iH2/rKtXEb6oGusZ8SWrg0EhZoH9k2ILvOL362WkUKdBlVI/XRdRKN8OrpoEB3eYcn0J0YTUhSqRQaRfhG5Eigu/mO9E1F7WwfXd2n1X7BwgUJ9FRVifdLyIUn0G3iRx1ycz+HbgHANVp1H+y3KZF2nGvwxwGAo8vPG/9XQ/SdqTK2Jf2JDjGnOoQYFccNfM5iAt0gCUy4DIke+FEvq1KjYzfXkktPfOvCYgttIuqba6ICHUWFpgWAwpgjPbGK4zJjH5qbT0r27HgLF1Tkm7IHelCr4zwmLAxgXPYKdJFRoLtYhwS6MCbp8xB4l7BAMdcDnRLO21R6IK+0aOVOxPdAjoMKdLWFECB8HwHS8wcziPAtPNCtNX5MoPB2/P16xfuuaNdvsj3e+ta3Rv//Ez/xE/CiF70IPvzhD8O3fuu3nuZH3zZEJSqFkoOoMaeISXH/AhUdCLHwHugdIcJ4M0AEEmQSQkm8stY3MbJCgu06GHo3McPJpjJFn2Tqge632YFMyjVUENYAQANSjeYrQwNgWxlUDjTYuocHE9yjJgxZJHpxwjw2Ec0r0PE+KduCZmVP3sKFTMgVtABi4T3GcFtPoJMFBiQh4/KRgn+rC1AaySHjtWLAwwQmhF75YlsQhhPoGsCpwoeklMgRYnZ8kbagfAMjJM57IQGsU6AbtGlx5+NenMtGBgU6s6Y5dA/08xKjfC+EiYU3tHDpCIHOm4iOic7S7yMjlRNXkmeaiEYle9x6hX5GSJRGUgkJ9LESBxeYIuUClgyjyj0i6fMKrgGs52+QD+Zkrn/OGksm1nDw8M2rTONVUSAtgKEWLu59o4Zg4YLeyN3YbUJoAKMsSMioR5gCXWggnl/aKz85KYWkeLs4AtNIX0Yu5AIGN059gyu8gZ4cFyAZOe6V8LiNBhDnRIF+XmLUFHxp/mIRyvZV/r71uYo+97dBrEALDa2V0LkJ6DZNIU8LdFIk5QUYs7exldfCTeiG1kKDkziqQBfOq9s9UyhAOJY6UomOLQLyCvRbcGv0QHdCfWsUiCMkYTZToGOsxAohecFVDQ5jTBdY3UQmcsKTUwDW2FDxcwqY42/uicVdPdBd/t20witZ9RYl1IeKQ4hRfuw2AkKBhlt4w7zF0VXKAmiQo1hbouIT83DaEC8/VqKG6dyKQWlsRRIU6AUPdCeFH+HekYbadUR5VGoD4JuIuhi4tI1XoF9vwrNnhlsgnXhhOA7NPC9evAtUAyAbnGu2iaLee/9GCnRUh2sAQmYvZKhmxUahWLDWKQUL74E+ir/KCnTrFehgAEBCauGC9nTkPYFZiOgtCJxKdtIvAo77k4VEbUPiOAGjSLVfuwDowXvLW3ftJdrf2DCWvJ99swQBcVNDf2yaNxMFemR35q5p3HsoX5U5imRafxwAgIuXXwDHANCaMVfDdwzNneiCrzFDNE84BBxEjCJzK5wDWXz2LrpnGpvTQgvKxgI/KTJjJVGgI9m4CAR6SXBohFdqj0S19NUHwn3WYFoweK4bqMuTbUTnG5lza894sbAHYwxZ6EFyW0bbUHCy3RjigQ6xBzptIooEOjoQGGMApPNAd3mNV6Az69xofryGDKdkL7VMpXnUFKhyfBfiG5uIjkT89s1II5tX7AHirI3FhFCDjoVgFTZfvS/lEoTowNphlu/8rritxsVXrlwBAIAXvOAFt/NjTxW0yQFXAyCyEz5m4YLJkHIreUspoMWXfkmB7n2PhWc9BxhVMAAARrRg2tYTIkGBboK6vOSTnCH7t0GOUBOOGMHS/GDhYv22gj08fjKEfu42qOcNTjapB3ohkGvbJI03XAXgqLonTUSBeIxh2RMmifReou1O0xwBPlIl0gYDFNLmQluQECd3HmibgAS66UA4qeYgAoHum4h6D/T45YMK9A6GjALdqXO1IhYu4P7F79oGBToLpj3x9z8PONQY5e/DDAV6BwCtiUtaUV0lqcoFxsWskl+5jMhtXnKXKtAtVdKQZIomD5E6BtiLNGPhwhuVIrwHurH+uWpR+ZR4oGP8CN6o4hyU3xtq4eIV6OM/bUKgK2j7kXDH94W/FsTCpeSBbpdBHS56JLdVkZRqXBxplxdAtzLYd4nGL0gK1ivDdsTCZYjJcU9A4Ax8EN5b6xDVUlM41Bg1hUCgr1egrzI2c8gxDdCDcSW4nc0v3pwl6MSOEmCNsLBwikhFW1AQBXpq4eIWtR2BHixcwvUQFv1K28jCxSvQjQa5dPF2hgIdMjYYIJuR7FqQEyeWFJYQyaIjn3HKVT7UtqIUh3Bs0Oas2yy4aBfPZCu9heJzSYHOsZcxivj3JxYu7p7jwhV9htBC0VfpkUrQtQp0mVGgK02abJY80N1nEQW6QUJWBgKd5lEx2YkE+kiq4wLBRQjPHyXQ9eqW/7lfEQL9wp2xhYtog6DCfR+M3Xi9aBNRrdSoMneLostWxj7ni4Wfb3RKQYev77ZhCnR8z2N+GcJVUYHeBDvUMJd1ecpAbnALYwxzoAT6XBuXXK6VWLiILlEF+7y7WYJ0F7lo4ULz7dZG1VqmCQR6ibTLqTtxOFy4/Hy/neqDDVqsjD1sBTrHPsaonOWtt+u55JTJvhFmRwR+Ll7Q/ggFxbfwCvQFWBfHNF9swfFpGjCJhYuJjqMtUaBPEOglBToVoQrJrD2jRZ/ACWlNFU64rQTwVjJxzofbC2/hMqVAxyaiLYDmCnT3nGkN0v1suYXLFh7oIUYsyPx3fiPMoEBvoGu3J77xOB1pRrqNhbPNVJsDrBcz5exhN1l8oNdvjvXLrjhVBTqFMQZe+cpXwjd/8zfD13zN12S3Wa1WsFoFb8arV6/ertPbGnGTA7zhcTDynp3kRe7JXxMPNK9AF3K9Ah1Vp1KAVNb/zivQZQO2XXgLF4UPurEhUSko0BdRE9EdCPQomOBqqQvATjEwNAAWgjIiCraoJEUPdNkAmDHBxQcbffYmLVzceWjT+VVbJNBzTUQ1tADCegsXr3FzMXchmFodwsNrzKoYKHClEEvOx1Ig9zcbk9BBgU4sXJwCXbtreWQ0DGqNBzqghcsArQvISKD3biGlGxR01gAISqCPx1vKxvsW9lyBTsbLoeOQY1SwcKHNh+MX38pXwkBQoOOCDyn9oxYucWUNK6ujnbJN+W82oyag1Tr0WcFKHOwIEBPxffoZJQ90XHizwUGgxbkTfza9LUFoAAfngPsw+hhAAAhLCHSnZsFmUb2bgC3UAO0KS7FdICaOWxYV33zxwRPXpHnngIy3KnqgN+591S6PwLSCEOidvx3CK9Dd3/ClpSCQ40igI5GPjU912ObQFegUhxyjpuCVhYsFiBaZ4EIfESIc8O9gNzR6WHmFZruHTURjBTouJK5GexZc1FwAoLbPHg8+xrXCRmSwV6ALDVqCFyAoKyDMnUbVGFWuD2bwjX7BKhALZMdmWLh4BTqxcBGjFQOSOeN2Kvw/nowE35gYYCSnxCnOQCIFeoEc9xYuuyrQXTxrWukbUOtzsAi7DfY1RkX+/ZjIcwW6RSvMkBaEpn2BQJcFr11Ebt7jGwMPQ7BwaRtoADIe6O7aZBToqDYWMs6j4sZtoZTdGOXH+SUTnr+r5NmzQyDQV8fX/c+oQPf2mkArEt11wfkG2lJa/1XBKA1isRj9zgGgaxpYyFiB7isj1eBTDu3+JhaMQEcLFwnBAx3TDRdnvAKdeKD73lZIoPc6eMu3IhKNeAsXABe71sdFqkAXDan2g5B/COhANt1oc4fqfV9NsASBBLrNz12j3Lxxi81YwYAKdELSp6KSwFWgCtS24/z74oW74Bm3Xd8fw4ULl5NzGa0YxoqpUo+vQ8G+xih6j/CeIkuHFi74/xpaUEhuoy2uCAQ6rw5GoM1L2ywBxzbfJijQJVGg40MdE+jKtH66VCLH42rl/MKOkAuQhinQI0vQhf8bJdB9ZbJtvPVdyQPdK8mtDAsDIibQvaMBtL7RKE4I0S5YagPSoJuA49sSD3RqpzT9vOSU+uG7rU+SBqIc38UDPXecbZqR0kVDKogb31FHxf3i6va8ILn0WQCxbc7Be6BTvOIVr4CPfexj8NM//dPFbV796lfDXXfd5f97yUtecrtOb2tQX7FS8w7v2SkkeZFjAoIrxyMBP5AmousI7GANI8H2+ICDZ4qsaMA0LSiBCvTg7dYWVKoDseTgfu3bILfA4CviXJMw1QIYokKkK/XWWTyEiQ7apgQ7ESschd4sQyme5gmpU2PblviG4f7gv3NoItoAiM4r0I0ZxhU5YuGy8Ap0dzyqrC15oKMCHeeexgYLFybi9gS6pAS6WwwBVKArr0Af2EqoJxHdtqMHulPmYld6FwJarXxjSVSADu57LZs2EOhJxQISt4evQD/kGDUQC5eSAt0/25Z4oPtGWYGUjiYTgo5pBdYatkpcaGKV8eALZV1IkmOZWkwqRQr0zIs022ik4Pc4GOPtDDAV4opUSwh0b0twDgh0rUYlkTANyC6vQO8dedYqBU2PscHFM7wWCsoe6N7CJWw7S4HukrJueQFM24QcUbTBPQe9N9EDFoWyCnzFFSbfnshHlbqCsVEYnA+1FOKQY9QUvAJ9hgd61FPGvXeQF1rBMWg3SfIWLntEoIeJRQNChGaEDYBXoOtIga58rGwFIXqt9YtgK2bhoiFUs6FYoZMdtC6ODnoAu3LXxBoQToEuZOPJ3xJotQ4QCxfRBTIHIL53qEAX1DcdAOCUFdqYM9JFBx77c9tsM14M9nRoBTTogf4csnCh2NcYRf37gwLd5bXoU+1e/NoK35PISgXQiED0RAr0fJ6fK0VHwlco5f1zLRO98P2FAhAKBVG4DyFLSR6V89EFGN9/OO6PIDx/12UYn6YPqvPheCSDh2aMN5RAF6IbLUqALCy42B0IdAsSveTdQlqPfuRtE+a1qEDHiiKlfBowtC2ILqdAdwQLsXDxDc6pAn0RbGM6Ifx8F+c7tImo7SDMGyWEyhpy7HUw2tnlWQmyc1ZWnkCnhBqq9933waqEdrm2mpL2EbMtgCTXB9zi6ZRtRFbp2zgC/eiy324gFQiWKGOFECBlvlnkoWFvY1RUuRLb7MgjV9nghqqxrVegC2/BGQjIwEfFMQqtV9p2AeDJRjYn8qInGZqI+hUnDIwobmxDE1FOxGca13J1eHZ8J6IrqkBX3pJl/P+glvcK9IIHOvVLxx4X6HmOFi6RBzoq0LGRNFpkmUCgG0agWyaKzV0XjpxSn363dfAK9CY4V+yiQF+QZqS7NBHlCwJ8oSbZz5a5hXWfNYrvZCL4O03cFgL9r/7Vvwq/9Eu/BO94xzvgy77sy4rbvepVr4IrV674/x566KHbcXo7IQ54+RtHfcVbokCng0k44op6oHdrFOjUf1r0RBmMTURFA6ZNm4iCCWQSJ+eDSlUUfdI3QViBDAsMOOgENq2TMYEelz2OZSyeQHeKaQ0iKi2xAiYV6N4DXTfeAx1XbZHMXkSJ1tihGsl2awdopYwI9JYo0IVo3cOLpOG0B7r34tPWXxEFjITGxBBI4u4U8ajVWGjtm4j2Ik7GPYmIYwoGaPCl58aEbxQ6BA90tPXwCvSIQM8r0LsDt3A59Bi1IjZR+ALlzX+xZ0AnBCxQ7ejuvyWlf8GzDKKmRABuQcupowTxR+f2LrTkjje4oh6Mxg4JqURfuDlFTVAsdJEqgQL/v7cGiNBo/M6cICEEz3lSoFv0QIcGZOdUUahAd9+5bzIWLg1auIy7UAI9UaBj8zNUlirw/uRgNXSFxnzoa94tL4JtJGmQJoPyzw7QitZbuADNZZm6PCjQwZ+HJ9n3iEDdBYceo6aA908SBTpXZSJyPWW0i3krOA4K9D22cEHiizYIxZis0YZIA8CgI5IdrVha8ho+FqmFS7D9wwnRIupHEAh0DWIZ4r3tp6+VJTYYgli4iMUCgCrQIwIdSfeQP9FjnRYwzndNmRyn2+zSRFR7Al36ClD9HLRw2esYlfHv9xYuuCjvCJLxGRp3s1KBaERQx5k2qIUL7xaqpMMcxRPo/YDiZLC+b1F+viIGG5qIov0AsXChtgje9oUQtQDjexTnTxdMiC29UX4iookCHQnUsZmxANWKoIIVnVdYG06gu+8krQXh/sdoNZLk3sKl9dWq3gOdEOidI+dU00Z2XjDE73khrG/Z4Al0jE1dB9C2oYmoDNXcaOFiV7ECHS1cRCNHz2G2wLIOObECeldbQvD4fNnPPZFAPyoqLnOCkVHfRRab6dy5YGFA82b8LGhHAVuzDH7mOQsXPGZYsJkmwvYZ+xyjop5x+Ay3EPvdO/JG29bZpxAFuvdCJ2ON8VHol942CwjWK3kFujYCDPIlOFa9hYur4DfNaHeS+ax8T6z123hhTNRANzwfSIg3TROR/V5Rz87De6Cjf7xtwOjYmsZbuMgw4fAe6GhXhd9dq0CgcwuXrTzQaXUIJZznzV2i5p/t9h7ofeSBvj0RHxHhgnjTzyTDY+vWuep9jFH5MX0aOFULF2st/LW/9tfg53/+5+Gd73wnvPSlL53cfrlcwnJ5WI0pIg/0QrkGVen65MFaZn4/PjheWRwR2PkBTCeSkkyosIzdytEDfcAy+jkKdErEnYgCPQ2OLXqWOAX60I6rhyEJCN7GAGNwCR7oQcG/stqvBFgBszzQBxNWbSUj0Dspiaq8BWuF6zBNFehuW0HV6m1okFpQESBwhQ8buoKlCvS8hYshBDoMsQJ9qRUo74GOHhVxMwsVKdDd5+OiivvMVilYMAJdoQJdtv6ecT+slffePkwLl/MSo+Z5oI//LgCgM/GiDXoxUuIbIFaLAzilk00Tehxrlv6NKSCihjAkyfclru5YlLCPve9wXKdVLSW1TW+Mn6z6RcOShQttjHcemohis1XbBlWUuwjoQT4QC5dmxTzQkSAjFi783eZVFwtUfocGnwBj7ACIrRO00Z4AXCwvuP4X7nii9YuL1gwjseXUXbYlxGKP/uYqOg9cJaEq9UNXS52XGDWFyMIFJ4p94R1KchR872i0cLHUwmV7RfFpgVbh0H8bYf0zgR7oQo3XBWMcbSIaEehSOQsXt78VnkBviAKdksimdzmi1SCPSHxfDSCPQvxNEJGQMYEuhBhJ9GGIFj8C6S4COaXtqRPoaMsxpS73TUTlyVi4yEaCdH7E5jlk4XIIMcpS/36cU7nf4fsJbcO4B7poJVGgd16BXrRwIY3OkawU2AxQDcQDPSZf/P54XOLVbRsk0FFtHPeAibyyRQPBbiPMn45seKcro0DoMW6YIZCm/TES6G4uRBa4pViAdAS6V6B771+njDdMgb5YjE1BAWDRtt5icGhbMMtlMEzQCjqcGnIFOjYqxfeEtIDelwmBvliA6BaRhUsn4zkN9IZcVyCe4C7/a8R4vJnkkVHHAC2AtA00jECP8uUG1ftDdA1lsyySTDnBCDYRBU6gC8pDlJTsCwBUzTYAuhnjspJjE9EhS6Av3L8daA2JivgQcAgxyhAiFZkB21i/KAQAodLMtvg6BvC+5qmFC+ciUKXeNUuvkknHnHumNVWgO6IZnzsbOBWN51rgXWgzZW5RROeMljUjLZHrlEAP1p4SkKDhim9v+YJKcjNauMgmtXAxyHHYFsBg2SvaeLlroHRRgT5Hdc8RLZwICUI0rn/FvFxk5ZuI7mjhQhToC69A3zyP8QvIRChirVrrSx5XyeTHC4ePjyLEKIDbM+87VQL9Fa94BfzUT/0U/MIv/AJcvnwZHn30UQAAuOuuu+DChQtr9j4MxL5i+XIN2mgROYDe2GhgoFcQNhFdzFGgo7e6EECq8TzRYEQDumlBY8LSINtsPZmUqlSDX/uioGTdBLmGCo0YJzWoJhgaMSrIaJJGSDRjBjIZGs9cW4AVWZkyUkDTLAOBrvMvhMEEBXqwcBm/5+ipisRiCwakt3CxVsGilWAl3TaQ7TTBoJ/HgSt8/syN9S9KxQl030TUBQjbeqYgEOgaVu7lMIj8SigmjR0M0LpArtxYQEVGNyhokVRzvwsWLp23H+ZjgVr+HCLOS4zK2RrwyhHkNRdWwALJGlTkSPrSpwrwhS/bBBhfStmSO27hkknk6UqxJC/HkEAhqRQIHfoZvvESUeQIX1LKygJd3FkZAwt/rHiyjECyXLYSZNsAgPVefIcMjWXF0ELjCPTRcNUSD/Rg4YIKdJzsBgW6ABiw9JElv2jhskBPWYCWXN6lO9ZA4mFvek8AdkcXwbah/4WFxlvuGKdAb4MgZDyfAfxg9uWbeB64DSHZD12Bfl5i1BSohQt0axToNizaYj5lJIBsBfSmB82aiO4VgW5jQiJqEOrGuV64QO0IdIx/1AO9IwT6LRgiCxdlPc/t87xFs4j6EdhV8PaMFOirHgCC/QNHREJitY5sfQNR0bZghyEmBIlv+rjvZuTUtsA4v5Cx/3t2m5090IOFCyrbjDrd77dPOIQYRf37LRLY7nc4vxCYHwNRoAsF0MhActigQC82EY0UeMHCRUgJcDx4CxeDz1DigY4KdAgKdGHACgs42Yt6wNg+K0QwZgXWKv/9lpgS6nHsCy3Agh0JYAflLFw0ziNJjxLROALdgPdo9k1ELbFwQbtkVKC7mL7sYgW6Ogp+uAs1EAV6EyusVbxQLqQhTURTBTptIhr3tkKvL+WvK20iKvCF0oyLD3MX+awm1X6kYbu1NrYYQAIdPdDRjqc9CrZAicVFyM29uAVVyYxUnSJOaUNGgbKt1pKFkpFAV6swFiwhA8fvMM+XeB9xCDGKLryhxYjFe+0WqK3zNFSm9TEK4xb1QOcWmggUDnbENkibfPwZFegojnPHZhYuyrT+XBMhU1ZsVSDZRefnaMmckdm7oKJ8JLydeMs0gKfGP8NbuKAC3TRg3BxPSgNSSpBSQtu2gWy3LViNwkgk0F2M0zpU2ZQ80Lfw8aZ5obV69nPmleO0+ecW+dUq44Gutmgimlt4M+bWRgsJc68d5QMAqAL99GPUqcpGf+RHfgSuXLkC3/Zt3wZf8iVf4v/7mZ/5mdP82NuKOV2Gg4WL9BYkylrmlSRAEgV6J6RPNNZ5oCOBjg+07dAzbyTQFVOgCwPQQEml6tTypEnmSXugNzBOWIwrW1QNgGlIkibjMhZrezIZCh7oA7ETMYmFS0GBrluvKscSJBRlcFU5tXAxxlm4uGvSybiJKH94S4n1wBXoJpwAEuD+e/smoi45M924vYKw0KIHaN3LZGCBHFeIe7cI0BAPdCxvRAuPhRpggQQ6jg0k6ZtFaDpbGC8LcZiE43mJUeG5nVCgo4WLBeg0s3DxiVcHUgbVhXBqJmw6RL02hVymTUQpSc6eBV+OJxbRc1KyNeDH8Y1tolLUvM9f6Hmggwe6S854ib4gtgRNG2LkocPoMOEPZcUAjQFonAVK7/xMO6WgPR7jjJENGCF8ifSohJ32QKf+5A25Ffi+o4sWve6JAn0k0G2HdlXBwsU4BXqHC4lO0SW0AFhpvw0AiXm41qMEQI9ll4MnTA4R5yVGTcET6FSBXvJAj2zmnAJdjt7TyiivQG/s9pYcpwVazg8QFg1bEbz+DXmWQClPXjQQ1NR+UalpoAcVWbhoG6oWUSTOfcDtgCXNBuSi86XJZjWt9vF2LMTCRYjG37Nc9YBv7oddnL19xhlYuJSaiMpyo9E5MJpauLgx+RzyQD+EGIXjkPY6sdpGPZaQYNFW+PwJLVx8nmJakGsV6ERY5eZfQlpo2lE45BXorPw/7O+ew97EFi5E8hb1XGKVgQBxKbsf55RAN4MX5FAFOlp4aCRWW+k9tqVYgGxRgc4JdEcGWwsC0MJFOw90Z+HStUHZ2LagjgJx2SoFnTsG+qMnHujewsUQD3R3Hl6B7gh0b+GSKtDFsRnzCHB5Bd4jsshHj7kOwQO9Bblw30lCpCKVsgsK9IRAvxCUkxC/ryILF9zGKdCFlABtG1m4lIjTnJjNNmGhBIn0nIULHrNkU3sIOIQYlVNco10PwLhAjavimvRzQwV6K8MiWomwRpV62ywBPdChQHxHCnT06wcLQoRtlG3BWFxQLPmbLxKxVfqdl4n9ULBwWfg8yFoVK9Bpw9OChQtXoBsrQRvMXww0TlDYNI23dAHoAAwG3FiBLtUQFOjAeJeMinqtBzoTkXkx7sznjFq4dDsox3uiZA8WLnbj+VNuQYD+vrifpeNlMw90XtW5zi7mJHDqFi7nHTajNOBBhFq4dETVnRBHRIFOFc4lAturTt12jQl+4gAAVjSgmw6UGNcMh5ZYuLBj+GNm/NpPwgOdqkUbMU5YMOCoZkxY0Z8XFxTGVbgBjFVhMuQrEAUMZmywZW0/qsibBQCqZwse6INpksYbtIloUCo0YKwEhS8G24/CODcHXAqalLX+ZbXu4cUVPiTQrYGiAj3ngQ7KgtDCd7U/0go6Z+GiCl5c6GXewQCNiVWmSKB2g4KOKNC1tWC8hUsHaMuaViwctgL9vMSogTy3JQV67wb6AgSxcHEVFoIk6cyDHCBeEY8TenzJoQqAqsNDIk+VOHQ/Y1XxBQjgEqeiyp2o07naxm270saXBaNygisMBSoRmgZk0wCAAmlOdW35tsC/m0QLcuFUpe3YQFTiQp5LHDs1eAU6/h5LzmHKAx0VYaR5Z6sFGAsgBcDCHZ+SmL1aQYs83NFFgLbx1jJGNEH5ZwdoZVCgW3I+nBz3RD4201LgSfZxOxUtzBwSzkuMmkJk4dKi6nANgU5yFC1H8rLXfSDQISiu9wWJMgfJcRH6AmATUSTOcDJFm4jiMyEWC+hND0qGsa8gxP4cgT5auFgYzbwsiKYBMAqgWQRv9BKQDG9EODhVoHfpvcMmori9aBy9toMwYw4oOU7V9xSRB7q7zmoLe4LYAx0tXM7BKuxMHESMwl4nrQxjTxvQVntlIaAC3YZnyArtVOsuRpl2rAaFslDGEuLRq3elhaYbKzQk+mMXCHRPGlALF2H8exIgzaMsyYvGv492G4ZYYFIFujIKBCpHKYG+ugUNOOIcIO5P1XQjgd6D92IP841AoEtTsHDpOuiaUSmqmhYGokBvtYbOWgAQzgN9oomoJAS6QiJ9PA5avwwCq7mJ2Akv4EqHMmBi4SJIjBq/wEwLF0egS1rtB2O8p5YOjVukQ8EKEuhNdyGQTIVqSmqDYduYVMWvNRKnpWaksZocAAl0d58bAQAWVH+L7MP8hW8jOXXSOIQYFXl+o50J2vXAeM9RbKJMg62APAHeoCVQxkITgSr1RbsoCv5QCa80BAW6CAT6glTkKEOrRvNCplEIle9XReeM1nuUD9G2I6GaeqC3bRvmnhZtqyBROnsCHReujASjgwKdEujYRNRa4oGOZcoCCXRq4eK+h8t5gqVI2WKUw5KFBrwWWs9XUccKdLeAbywYY0FuwM0g6U6JeAAAZaxXts8BtSICmE9q5z3z53qgzxOxniQOnyU4Q4yry/mGLhRUKU5J8fTGt1ET0XUWKnhcJMNDYxq0cGlBNQ0o2YKREixKCo31Nz5qxGkt82s/CQV6mki23sJlvE5DO77Eg49b/NBZ4uGH/nnajgmg7wouAWCGhctK0Sai6N3giEUZk+IaOrLCC7BsrN+2Y2S7mPnwYqDzfuc2rGB6j3qHnAe6NaNywnvlq4wCXcUe6GjF0sIADYwvxqEbiyU9gd4HAl1ZGdkGHbUL3yMwVaAH7+2Ks8PKhvtQsn5SSKDbQKD7pkoSu5SHJB2AKE88id2TVeK4iae1FmhPCKpAH+Ok9ceK/8bLRKmFywJ4SVZcFlhQ2xi0cNHey7RIoGMY6Bpo3MKUtIc/nmlpZENUUZ22ILF03XugK2hI6a5qWp8dCA2haSf3QPfEtV/ZhFYH/9iFq1yg13w4DhM0uViAbVv/EjNWBu9ZO8R2FbSJaESOE8uIhmwzmGibiv2EtZYsxHTrFehk0XbhCXQBTSNGchgVVmjhsoWi+LSQ5Hy+Qaj1CnTtqyjGfyRWkLm8iXqgi66DXvejhYsb+6MHuiNmYGw8KoSILVywWSj2o3HVfOsIdEtISOEtXJrIwgUgvndcge7VnadsceL75kzYs0Qe6Lso0NEDvRXQoPXFc8gD/RBALVxoFURPxTaEQKdNRKEl71PaRLTgzxqrfVMFun/sPIFesHBZmdFCDUYi31dYwZgn0TyK+g2PfyfzJ6zgxe/kFOiowo4sXFZo4YLEqvQErWyOvEUJerF7BToS6IYo0BU2EXVq8MUCFk7INbQtqMWoZu/U2I2nNbiw32bfBUGBrkkTUTNa2qOdBVOgL5jYCQAAjpXP+0bezX3BLatkvH0OhH4z4/c/9gSfkKEBqyfQUTTWHQUxCvCxQEhE9NVrbLxo2VHxWZ6HMJGYLVjB4H3WXoHeZ/cBuL3k1HMRVLHtFzoKiyXKNKBNUCoLMNCSBsOlxY4WCfTuiPju58ec0WK0Rhk/cTw22NHO1hPooZlpyTYostucbG67vqLZWGrhEoh8YyTgxeGfgdtjfDe2Aa2DAr11sSJSoGcIdOsCtxiCAt3PRHpG+lMF+gbWJePn7aJAD3NX3rNuHXql88fZUAxgC0KR9R7o6bVbS7oT1fq47+2rkqkE+g6gq0NCdMWXC1VMUXWoTVZpFjCgNYcI6iq1xgN94QjYFj2Z2mDhomQLg2x8Cd34h3DjqUqV/kzJ/r7QxHQO6EoUnSx2TfBAV3J8eQcLl9RvDZNcz9NYlwBiUBXCWbi471nw2epNXPZkx5Nz3zm2ZTG2C4oFADhqrfdA52Q790DPBcyxVDSjQEcLF9aI06s+LSHQtQWwIlQqqCEo0JkHOo5DhSQ5KK9ABwDQ3SLyQF+44KlA+rEFAHDULMLCDxkjxlo/yViIGkrOEtTWIHevAAB6d6+XVsJCMwW6DC+uyIM84ytGE4SgVrdgqZqceZfTl5kg/SKMJU1E2TOEP/MkhFbuUF88CjzmSms/RqUrv+MkCvqdy7ZxHuhBlX7I8PcCOhBtsOVZ2lFBARAqUVqtoDkOk+ihbX0iKQYIDTl5guwJ9PH/BRLouFiDNmRkv351w/88NsIKTUQNiKBmMQN0svXEIqq1Rn9z0v/CDOE8UKWuAeA43qZiP0HJ1sjXteSB7t5NSymhde9gIwGaTkJv+tTCZY8anpU8ZRsRGvsGCxc3wQMk0K0ng3FRSSwWMJgBFMmflA3XqBEWFi6uUhsTO+ABCKMGcwj0QEJ6taZMLVwg54GOE7LbZOGCOeNkE1HcpilvMwexAl1Gv6vYD/jx1pAGuNrG99s9B+OaMTbtHFx1rCNPZijQYyIM1c2OQB9IE1EZl//z/SMLF6HDIrLoxipdkmNxCxc6F/ECJO8XPi42CoN+/aT6zC2k6w4V6E3ksd14j28TLX4ap/KkHuhaqZjMXnShKq1pvAd6Z7BvBVq4NNMKdKGJAl0DTXW9Ap02ESX9qgAA7K0hbs66qwIdvatFFyxcAMD0t1gTUaZAd9UqsitbuORUvOiLPX7fLrJw8UI+3q+GqJv9wksTKtZNxsKFv6+CSHB/3qnnCVN2PQDxvR5MG/gJO0Ajg6hkygsfLVwW7ZJUEOfjj9YCrOUWLmZUoPu+ci0Ym7dOyQmqpprbhrkeqsozZLShTUTDPM1aauESj/1cE1Ek0KXgCnQMDB1YjQS6exeghcswgETbO/z8rAd6vkKao2xDMu856zNNRAE2t3HpSRPRXY6TLAgUKsWT/aLxgvzfGltBxh+cGw/08w56Y6OGAVyBnlGHUgU69RfzyuI5CnQbK9CRO6BNRFXTgpaNt/xwJ+jV6lRRTH9eSBn8wHeY5+QaKjSuFBkDztBC1AQrWe22hEB3xw0KdExIwCnQ0QM9X0rUq8bbsoAdoidgyRXoNqzwAgAsWw3Ye4USlSOBHntX5R5ebaxP9HzDTxtKpBQn0F3QMomFiwzjZOih8U1E42TceA906a6dAglEaXLxgm8i2fUKugE90JuIQF/Ijnigh/OjCudlVaCfKQa/SBeaiHIFOi6WtEZAxwl00nwmZ+FCEy1LlE6U7I4ajEbJQx89DzwZ4v5v9PNzXn6BwCflqpaSpQowrTk2yntqewKdKQylDgR645pdNefCwoVMmIiv/cIACEeg4SSzGwaQfe/DoW6aQK5p8Ab6PDH1E3/SvLM1oapmITMWLsc3/c+ibSMPTw1BgQ5gRwId81l8aU0o0L1P+gBBZQvrVQwVZwfql72JB3onqAI9WLhoT6A7peMeKtD5YmHsgU5siABAWKwgSz3QRdfBoAfQEnwfAm0D+dcI8Mpq74FuVUKgowc6V8JyUB9pb+EichYu4TjBwiVWoMPt9EAvqMtDZeNJEuhVgb6PoJUQwePa+LmFFNITN8oKP2+zUgN0IfEVtvME+loPdJLrCAmjhUvfhyaiYg2BvgrlXFSBLpnIyJo+sQHIeaB3gH7hANrqLIFunJWbRStQssAtm2XopyJttFCmTSDQ/ffDJqLeA72DpRMpqLYF5eKGJ9DXKdAHJHSJAl0ZsDrMPxIFOp3LYpnOsSLe8haEbyK6pQc6Ej/QjbHQ3TMz3PKE+EiguzwaPxwF74uLIScmGRBAIBMTUjWjSo5Vr2Wi0uftkQLd/TvhgS4K9jAVJwNKIHr+gynQMdce+7m5+ZsdvLIcAMVFaXWuMQY6JNC7pVeFlzzQlQr8hB/HYlSgh0aj5DwKwkU65tJ+VakgyxoF1ho/r+N2KEiId50gx2k82V9qIhpsQBvwnLrUzAM9NBEFg+PexRuXL8lh8DaYBhdDMwR66VnkKDWXn/ucrTIe6AAAakPluLdwaYI4Zfz9ZsdJ5vRzr0OuaezGHuj5qvTTwOGzBGcISiYIYmdAB7221s8TFrQxp81YuMiWEOjrm3j6iaQjK5BAx5VkKxoYZAuDaHwyAdZGCnRKzq/Iz1QB32/RhReRa6jQAMASOq8wU41ToGMSwFe7Te8nNa1En08xdpFHwlrCqD7HF0KhiehKS6JA14BNQQHiCbmCFpTpQNvwiCzbYOFC74+GJpyzD/LpqllPghCqza0N80jFLFxQuRU80LvRwsWKUKmgBujwOha6QXviFAZoTUiO9NEFb+/SDQpaN3kebAO3lFuwsAM0zYIs5pDvQysWKoF+plhR6yXv98gJdLRwoQr0FixYsI1LVGh5J+RXdSPFACG7RxsXfN6X0UszjpVhwckQQt4rtZgCndrHjFYwxv8tKLDC8ekL91gPoAGVnCUF+ngtmraFtjlHFi6k+getrgAAlgZAMAX6QimwwxDeOU0LgLY+SnjCLfEv5N7jg4BGBwI9vMPCfuixqSWMTbC6zk8KNIhowfZItl5ti2otoZB0DUp1fx4ybANKeTugdU18Ks4OdiCxoeuIDUhBgU5iXfBAFyBbOVq4oFenPQQP9JATSa5AxyZXXoEeiN6gQO+cAh1CaTcQBTqAV6B7Cxc9BCW59/1zz/daD/SchUs708IFPdNF9PvTwhxy3FtbTNi8zAE2DG3asZktADynPNAPArQSglRBeKsfuQi+vjbMu6xQYFtCTpkWhJ1WudmMkMBbuAyD9wgvEeg+h+m1J3oNBAKdNyGOK/nSv6FVEVYp+6JirPaKLFycAt0R3bEH+tJblNjGgiGLn5EC3QYPdLvoQs+m5RI69/PQtjAsRzJ+4eJV546hWBNRMAas1sHC5f/P3lmHWVJda/9Xds5p9+5pGXcfZAYb3AkEJ4QE4i7EIHLh5sZDCMRDEuKEENwJDjPDzADDuFv3SLvrsZL9/VG1q+qc7h4GAgn3fr2eJ+mhu7xq773Wu971LqxQE1EbEaoYVHR9WBNRf51QDFB0SJuBhItKEDfKOe0NS7hIcNFdv+Q7s9MJnwClauEGrJbL3pfNWY0cVCnvkgWg++81LK+YxUoOVyYEcgmjSMGoQQWo0EDI9yybxobW49GZsWP+1NthmeCr/CazGOjeOm9mSbjoavC+s2UypaVCibKIHkPz47eRqx4sS/GbiGZLuPj4QkjCZXTZoEChIXsbEd4mBH5mkq4yK5EDDfTwuVRPB3048DwMQBfqqBIuqiqrbTMZ6KqWxUD3m4h692F6/ZhEMF5HqwLINicr+TlaFcloZlqBdrmmKtLFysCcDsdkj76IrqIoii/jYr1hBrqsyHmDTUQzkikjz2Ovd67DfeZvhY0B6P+C+UxMxW16GYCnIbZdFks3EpJwGd55N2giGlEyGegjNcCQEg3eGuz/lAuho7oAuq1qLiCCm0BT4JAMdBXQVSUov/8Xmm+MVMKjKRALiflZmivjIhlUvgMY6rosHUBNNtwULpPK30ZRQA8z0Ed2SFOWllH2RAj4Dcuy2B4DHRR/cYjqdgCgZ+jqBRP/aJISEJTZAKRVmSlVsDlMBrrQwBYoTsBAj5ppdE/CxZbJANtGOE4oGPDALEwQaUmix4rl+OB6JGUSMaWEi0ZKOtyYqGokJD0UXF8qzFLPboA6Zv9WM8N9FrzvKFt6SSZLoo6C7iWRLDT8jo54YGtYg3yEYCxckuo64hLITGcwVsKg+/C5Mkg2Dg/8gvMrYcfLyXSqwhqg4d+HF+mU4wQMdO95WFkLspRw0Qzd10DXRFYy63+hZb4nzff0IiEA3Q5JuAjTDOY0XUfuoFigSAmX0TTQQzlJPQygyzUkNB9LBrolATVd8wNJGyWDmBrVtICBrsjrUVBMKyNBk81Ad2vwzaBHxljJ8TvW5DeEpqFoGkrk8Bjo4So9R3XLeS3HGi7h8joO+L/TspsrSb9BU0Dz1l9ZQah4SU4lrIGuSQ10CWQb2MLOqOCzhILpAeKy3wwETHTTMYNSMn/Zlg0BM8GbbBMhENJnko8g4ZLx7sLNG0M/xdvcRNQHx9XD00CXCYY3871IBroaYqDb/0rp5pi95SbCyR+59oQ00A3V8P0IVwbJGxOqhfCzuAoI1R+To7HjMpikPgNdoOkuA13NZqCHKzbCzMtkiIGO5Qd5I2nLDptbQmxO+d1rkoEuh79kbIYqdp2Ux0A3vHvUdf+8mp6TAaCHk5+2dw+qEwDojm3jRINGoZFohIjnY1majmVkMtClBrrpMdAJSY8KM1jnh0m4SBfWMFBUNUPCJUyMAnCIuWuOfOSq40t/yu/ijVbJZDR/VNUQAz0ZvEvVQNVlh2iBY6V8v0mL5oY00LMB9OHJGFfCJZhzw5UJo2kHZ5LZpBSMwDGCRAmAHWomP7oG+jtnTf2/ZIHefQh81UVofQ0z0AMsw+0XJNnaOoqijvgdpM3g3caMWEaVf9jkf9vhJqLed6whiGhKqFonYKAPI9hkEKpG1sEeUeYlRMZy98/8W6CBLivoFEANGOhZrHvHxyqkhEvAQA83EdV13W8iijB8NoOqOu7cIJuImmk/nrTD+JhlZSZBRlGlyLZw02kIjbPDlXCRjHwv8Sd/vmEJl5AUDIDux2//qgb64Wm6j8Tef91nlyVd9u9sdDwGoP8LNhKDHDLZbmYWS1cPscqHd94NJFzCTSphZBmVlGwiKitkR2CgW6r7P+lMKD6YNPz6UlkNIV+PAX84llGS4QPogpwQgG5qLoguspzDsG6S5YHEIb/XZaDLzszZTURHKSVK2ZlZW9U7oA6oWbIscjtHAuiaE2KgZ7LVA93BAPTPNjk5qUpIr1woWI5kfY7cRFTgOWeOgbAFiqP5Wn5GOj2Mge7ua/kTS1rIezRBSO46WDkxTHkc08LwJA8sdFK+ZI6Fohi+xnkYQA+DtsoYgP4ftWDsBuWq2ePW17t3tAwGuo9QIstEw008M2VVRAgkd1kFig9k2nY8Y7+w7Es4swzhRc4atXzNPU5mGVymbNbIVT/hhTNpp/25czQGuhZmoHuOqibUEZOW/5ssXDoM+IyriBAostpEBpmWG5zK+dXU9GCHDAA9y0GWwLVkoFuehItMzI2gge4z3KTeaCgAtIWSET5GVC1goPvCqi4DXbLLMxjoSog1nzb5d+rhjdmbMx8UicimWd76PIoGupzrjFAS21YC8MNWJZAz/Nv7T9vwwEJKuAhUmTDPZqD7Ei4ikHCRjybiPitbI0MDXT4jFZddDSEJF8cK2N8yAvDLkF9HwiUMhoc10ENgjrtdCBC0A9A9/PNf0gZ8HXOE42vfj6Zvbjs2jpRX/BcZ6I6UcNFUNE2Ckv+714//a+Y3rdUUv3pCWI6fRDE0I2iMR4ggotogK/SEgYLiyikyOqMuEwjzyEua8BP0fusBbyiEE04Zx0wFDHRBWMIls1rPEVaGfnJ4mwwJTAlsSzzEkUzrEGhqSgkXD5wLSbgoesBARyOQ39K0AEAXIlB/s0zS0VD/lWiEiBFmoEsA3YtlnSwGeiQLQM9goHu/twIGuuIdWzEMnzQWUZUMOQJHzUGYQQNVoTqBhIvPQH9jVTLDfFjZnNVM+vGbpkVRQwkBJzmIDMa0aJ4v7+KomQD6SDrQhCVcDD1TA30Un8cHKkPgLBoIQ7LRPQA9BLIOa9A3Cot4zN4ay0iWyDgsxEAnQwNdwwrNQzHPUVayYrYMQlHo3UaNqP/NKYQqxoTtVfq6Ck2SgS5CDPSoHqxtlhPI4oqMSuBMmeLRm9vKuTKSMWeFrztcfRHWQNfldfg9KWRyPrTO28F4CiRcVL/FjgugezFguImoYyBsmYx0UDTHJxwoqfQwBjqAk05ljFdfTuR1tb9Hljw53HEmGehRPQtAf4N9WMLNSN3jKBm/P1zLJsUph/kcRMYcNboccua5RpOZevurZMYA9H/BRivHDYOn2SzdcBPR4RrokQwN9LAsxkiNPKXO5aga6KpOWtEw1UDCRTIDpIMTZshLMH0YgP6vMNAzFoSQhEuI4Wl7ALqUpwt0l0MOoM9A91ikSAa6N1gUxQXPJYBuhxcEx5/Ukqbqy7IIYaHrMtOWec8WOqYE2uU70WxkMjYSamBmow3TJBxp0MtyGkNTScsgi4CBbqtaJmhnZ0u46AjbQRGqD3xHrTS6lcVAB5xU0l8EAwDdwhEmhtcMyY5GfU1AI2VhmBJA10h6z89QLBRF9Zmklgh/k5nfy5j95yz8LkYbt1aIgR6xPMYAGmYIQM8oEyW0KMlElQiYAcGC5f607SF/PzWLgR4EGNmAvBkEflnjXh5nNFZCti6etDDbPe2YPiArodlsgESy8fWI7pfy6UJ7RzFX34xJh1e+J7ygLuIA3li3VdlLwQLLFfQBt8GXv7+rCQGMEJRJBlpIn1yzQXjRbZAwDjm0fom4x0gNS7gIAAXHb0IaMNAls1gxXYBuRAZ6SMIlvM1YwPfONR8UydbRHoWBbvoSLiEZNVVBKqA5kiUkNdDfQQB64PNlAmAaoEr2t19K6I0PR46lgE0tk0qOZHOqQRLLEgEjSVeEz6z2JVycsISLXLs9XyM1+pwnHAHSXwyBkGEJFyQYE5J28DXQdbm9B079C9KAr2fhdx5RI5nse8/SoQDLUEfXST8cCyRcVJ+UMSbh8s6ykZI/GRIuWsRfJ2yh+Ax0AMdwgSepfX7YTURDfpCiCjQtMw6TlVoZkkfhtSqs1Y2VoXUNmX7UsLklFIv4DHTZ+M6Xh5LJnhBo6jPQvXsM9ShR9ZjfJFPoIJKuHJsSifgAuiLIYKDLRqHgVpRFvPk9zECPCCnhImU93aScEtJoyGCgkw7kpyzLB9BVQ64hOqYhJVxUnwAE4Ki57poTTsyrMskhk3ze9ofLQPf1ob3zOxJAT+B44GRYwgXASg34/1YjuSF5l8x5w3+vGazkYL0Uhu4D8UpI+kNkyayMFItnSLhI6al0CAQdZb0a00B/eyysd6+M8K4V3fDX+ZQVAOgAuTKr7hMyh8sXpj0JF9tR0TUdTcZaGT2kwuAzfoNQ/CaighwjmBstR8eyhzPQw/OYS6gauXphRJmXUG8syagfSQNd99Za2Tw0aCI6CoDunUuEJFyADABdNhEVjoaQ870CihGqfjbTKFKGK+THOJ48pXs/YfLX68mQZCaq3mivgQBbUjJ+Wm/Qx0pb2QD6m2OyZycUDzfx9qb047Nx2DEG+v8OG5Z1HqlkJoulO1IT0YBNENJAV5SMRX8kFrjPQPfGiO45Y3aIgZ5WdeyQBrrmCzbJYCs4bnCt3uAZpRnhG7HgHqP+5KgrEPNAK1tTEIqCpYpRG+Q4TtoPaoLKOk8DXU6YClkSLiNrIiescNbW9AF0+V6CZjNBh2sfQNcPwUA/HA300ORketG+LRQf4DZ13deFh8DhDzPQsQWIQMLFSKV81kaYt2CnAzBT6pYbWDhOwEC3YznBcdIWhhc8O2gk/aZDXsMRH5QNAehOoEU7Zv9Z85uIhuaY4U1EvWSJrWI4QQLLjMngSUVVg28ZQnNThuRKpma53MbKAtAzAM6QjqP7UwLy6RETidKUsOMlrJAepCsFE1T9DGdwqWoE0zGxfZrXyAC6JnsEGIbPQNeF9o4C3t6MObIxrKetKYO6CPgMdCnhYljuvfoAuq4HDqwFiilLJc2MJJ8EPx01xEC3wSFzXg0nI0ypgS7LpUOsGkvKASkBgz2QcPEAdNsNpjMSNKZkoDvyQBnbjGmgv3PNB9D9RlmSxfz6Ei7y+3Ir0KQsgmRCvgMB9KxyUzXkE6mWlHBxt1W8OVoC6L6ES6iJqOONoQwJFwL5CdmwHchgWPvavv4y4AHo1iEkXEJBVBiERDm0hEvAQM+UcHk7m4imQ/5fBgM9LCU12jZvRgPdlhIugQa6/QbZX2P2NlvoO/SrIBwnQ+onrIGeEiHgRfcAdM979hnoowTpYgSwUlUFqkdECSRcvO0zGOgBmC2Spp/4doTpj3EfaAlpUgds4SwGqgjiJ9mi2+djSemFsISLrObyAGgMzT+vZuSiGrnef4A96ILALoBu+vcW1kC3DNf/0GwLVVF8AN3UdUzv34aUI/XALinhoqhqUJGUAaCbAQPdtPFfVZiBHpJw0UMhiqO4Ei5+YkIJAHTebBNRSTbQMskKjpX0G4YqmpHBQLeSvf6/VSMXRWqgK5lzcAYD3WeOC1QJqkYCEFUdRdZw1OPoBElPD0gfWQP93w9O/f9oYb17n0iUUW1g+Gt22gnJ0QL5EW+OGjY3DJdwkYxxCaArhAH04P1bVojV7UtECWJaFoDuS8mMDMRnSnJkstRHbJIbihmz8TUhrGESLnKCyr5WyATQ5bNwHA0rVAEnWy1kMNBtA0IJClUPAejpgIEelnAJ4y6uxOjhAeFhnAzeeKWHjy1lSbik32CVn89A94H4NyfhMiwhcBiJt7B0WWZD2ddj72dXyYwsFfR22BiA/i9YNig00sI1jNWdoYE+XLrAbw6pqhmL/kgs8GwNdLk0O5Lho2ikFRestUZjoIcBdJEJiIb12t+sZZRkSLaVAjHpgMqO7KEAMNBAH85Alw6g1ECXALpQFRc8l4uOHXZIQyVMlhrqXJ0OAPQszV4LHdPOYqCrDrLpaCSkNW2jDc/QjyTh4k1CUV0lrUkGsOKzui1Nzww8LVkiJAF0DQQoQssA0KWEi6MoIJuTmkEm1AxJuIgwAz0SMNAjKQs9xD4b9I6pSwDd18MPA+hBKf2Y/WctFQaVRhm3UgM9Yqs+Ax3ANEYGxN3fDXecsxd7Of/Z1qDcC0XRMhhQw4Cj0II6XBc4zEDPYiVkNzUawdEIb5O20yGcxmuUJxzsELtMkwx0w8DQ/+8A6FJLU9M8BpgE0IXiSyzYHutS9lHQRaBB6s9hFqjpcBlkKMkn5yvZ4NN2nQrB6Ax0KeHieM6ZGmqMJP09uX8U1U8Qy0BUguMZnd09xqssf5Yg+1jA9863gIE+OggbtlRGv4eAga7I1iayCsELpt5JlSSjBRaqAoqZCaCrIpOBruGC4Hqosa5s9Cc0NSThErBn5T6EflqOldlQ0T2C+/+HkHAJyxm4TUQDCRc1xJADMuV35LmGNRH9NwHoozQRlf9WUNAVPfP5vEGTYLkW0kAfk3B555iwhfzEUfSwhEu2Brr7bztUxQFga64/rXqNml6Xge5rYmcy0FXP7/eVk+RPa7j/oigRMLMY6MNipOA6/Hh0WD+moIeULzsgshjoYQKCBFAl+1vXA+a7EUOL5gbPJe4B6IaB7c3XqiNQZILAsrA8CZeINydEwwx0b96IeE/Cl6PU9eEVSen0KE1EAwZ6GGiUEi5RVZLXvLhHjXkSLt5zVRyfiOEn9/wmoocHHAVyeZlkBcdKBX/Tom7yxot9zVSfv7+mRYImoiEGelhOQ1VDZJIQK5loCOQL65uP0tBRUbIY6B6ALv2xkeSE3iwzdswO38KV8hkMdC3kG4WqQVJWIEcLkBfxxu0w2c3gXaV8BrrXV0UmfMIAegjgNk3H1xUP+/0xj+3uCA2B6mMlmQz00TXMg23CIHs0Q5YxXHkRvh/HCRjoms8IlQz44fOZ3FZV1ZCEixbmKiLVc90morLhqIEIPV+MUPVzKhUA6Lbtzzu2GWaghxunHprAE8zdb67SI+1Lr3gkuTcJfGcz0PU3KeGSvRYdThw2POESNJQ9nHONJA/7dtsYgP4v2HAN9OHgaSrEDA3/dDXQswD4kAZ6xGOsh7fPtnS2Brq8LlnKrGqkFB1HUX1nQpMAurdv+LhhtjwE4If1L0m4DF8QNAIGuiwbM8MMdD+4lAPI8p1cVTIkpTPs0RAcTXfB7REkXMIAesJSA70ux/LZQjKOlM/bRsOUQHtIwkWOmDD7LUMD/RBZM79TsqZi+Qx01WegW5qWWT5nj8BAB2xhIDy0QE8lfQkXRwkcSDsd6FH77xVXi1qyPdLRKCYeOy1lEUkF1zzgOfQGUlvbY/OhDDtuRB2bRv7TZkotV3X0OcOfW2wNww4cg1Q0mx0eANjDklnOSFqbUsIlPuLvRQboLh2EYHEcdrys82ewEkTWtY5Q5hUwJSKYtum7hkqIURYGUnTJzDcMX6NUF/r/fgDdZ6DLsmJ3nOag+YGoLcE1KwtA17VAM9MCJR18SxnPWgLXIea3+4fXl3CRzasUIxI0RnLknOfuH3OC+UYmBJQsdrnjpHGkhIvcxnRBPOXfyEYYszdnMmD3y+8lcDOKBrpM3GZKuBBo2EmlEG/9fjOSHG+XZcss+Ax0BIq8XwmSCclAl/6YIKK5lTcRbyzb0tcL6RTbAlIjMNAzJFxCUizeyQAO2URUhBnVo0i4BMmP4X6Mz0B/g/rCb8bkfKOrOqqijgygS5k6r5dH+Pm8ERNC4IQlXKSW8BiA/o6xjG8tS8LFbySrRfy1zQK3Ea9sSqe7a9bhMtDDVXqBzyPQpNa2jFv8xNXIFXTCTPtAryPMQ8RII8jkhfyv4Qx0SX33Ypxwxa6MQSSzOVQhFm4iCmAPuSCwEgkAdE0IX9HNtixMb26Q7PJIJGCgpyVLXJLBvDnQbyJKaE5JJsEngAUSLsIMS7iEGeiBHCoE/bMcPBmVcGXbMAkXv9SZw7HhvlYIQFe8Z69HXIDe+3asZL9/HYqiBQ1G1eBbDYNKSrgfUIiVTCwgw6iqMSoDPYjFDd8vchnoko3uxeThJqI+oCuZsYcHao3ZG7dMMDmSmSzxq/MCAD1tB3K0ADm6HMPDYyxppuXJJ3qJQMlAV0MAelgC07YdH5QOX1+OB6BLbMQcYZsAANfc73uExE62znmGBnqWLng41gsAdLm3nI+Ha6AHbHXNP58r4RKM7TCArnixjLD1AEwD0OT8qkHaDJKRjuO/H8cD0H3ZmUP0xAvbaJInh91E1G/+mSnh8kaB75TPQFczfv6rEi6HUwmcKc8asPcPXwM9G6sY00B/R9twDfTh4vVmVmNOCSikhRgOwCsGFpIt5G1/CBa4ZIxrPkCaLeGiYyoqKAoprxO6ns1AzwDQM681MooUxBuxkXTXVAUi0sHwQBRTI6TvNzyDKoMa1QN0/TBPTpiaX2PonXikiVwnbQXZV0eYPoA+LGkQYqDLBSmS1UTUCMm9ZLNnR9ZA9zol6yppz7mzUTElw1JVscKsOzuLge6tnJYIdPT0VMLXDXQYDqCraiRItOA2FpXOajIvcIQjSRM9GQLQvVIvw/PeDc/xt0ILdnbFwpj9Z8wRwk8oRRTV/y4dgvIyIURQ3WKpaKho3uJsGnJsZQLfMJwpGS4VVrIY61IDPXvRdBwz5JQNZxMEbK3MwE9ul8lKyAbbhzcnCS+olrD8GCjsjIwMoEd8BpL2f0AD3deC1jMZ6FFF9QN22xvXEQm4eT9TET14jpaCmh45qPObd/ra43Iu8BJ83n+GQUzbC9B8BnokEjRGkt+rrJYILT2yTJoR2OW+BrqSvY10rP93v8v/y/ZGGejhqr4RAXRNkgTe+U1EZaJIU/BllSQTQvGZEIq/jQSCfQk8Xfo/gcyCJSDl+QTuPl61WljGxHOgfMDoMCRcAtkXr2n44Uq4SOA9Sx7h7ZRwCYPj4Z/hOT0MnIa3eaPfS5hprukKmtRAH5NweedY6F24Ei5SRiiQcDFCVVeWJxGpej6To0kA3QNaZQxxWBroEpz1wwc0VQLonoUB9BBwJNKmn5QWwvTZUvKYGf1hQs34wts4TlDBK8e544f+krEZBtC9a5HAqqH55c1qJBdND/wzyUBXjbAGeoiBbtuYEY+BngWgW5qO7Z1DMtBlJZyl60FViwSnhob887oa6N71miZCJhv1MIDujX1vjfAZ6B6AHmb2M4yB/kYlXCSgJxno3nMNSbhoehRFU/xvx0q5ALpsOCr9NKEG58wEVTObfwZ9J+SDUD2gcjj45jgW8mtzY3EPq9AYQcIlNHePqoE+5k+91ZYJJgcMXDQg7Bt563zS0gAF4Q3OXK9PQzYDPTxHpS1ZYeMRhfwmosMlXFTVwLbtkRnoqsQcvLHsM9CHy/9kE7NGZ6CHJVxsHDvp3UeWPG6oiWgg4SL/FpK78izQSw9iGsdRPdk17zlI+EjTUFUJoBuA4icQFC9Boalu/BRmoMu5UmqgH05PvLCNVpn4evtJe6u0y2XTUSOLgW69aQmXTIzgUHFY+NsJs/cPWz/+EFLab5eNAej/ggVMx6wJQoSd9EyWrq+xPYKEi6qEGOiHAWJLwDvQQHfNDkm4JD2msnRiJANdNoMyQ81Jw9qiEJKbeZMAevaiLScTCJiFctE2VSck4TJ8EgkYFF4TUV9KxJsw/RlwdA10VY1g2gJbBM6vLptHkClbY6NjSnqXZIlplu8BG4oaYqvrIf3m4YxYaSk/SxhUBFhCzSDapUMl1DLw9DX0JHOBEICeCBjoQgkcyCATGvGBbt1noLvHjecGzX2MlIWastG86w4Y6O7iEx1RwiWzYmHM/jOWCo3PMAMdgncUTsBFbG9x9JymlDEyIB7+90jNqrKBcqmBnn2cTDbB8Gqd7MU2U8Il5OyHGOjDWAkZAHomS933IUYA0B3hYHjjyjCiflM9XajvKObqmzGppal6Ei4yqIsqig9wOZpkgLn7aJ6zmTKMYA6zQTVHYaD7wHXADgf80nA/IRkKuCSALrzkqWpEMhoguseTDW9D9+M3NXUlaPzkiZ32AYiApa5kaaD/736X/5ct0EAPGsABI8qJCCEyqvr8RuuKgi11+H0A+h0o4ZLl8/mVZCEJF7+kUIJCtpRgC0DeiGTXS4KUroUkXCAZuudoNogsLJ+B7gNGvhbzITTQfdmXLCA8zEAfoXpAZEu4+PIIbyOAHmoMCYzYINTXvs4C0N/o9xLWOlfHGOjvSPO/NQU36pXfrghApagaxCeWcL8hCZgL1QNzhCToBDKQw841TNc3AJwl01FKuTgyYRz2+0NgimMGWt0ATlTehgf4jtQfZoRYxJcrElLGTt7/cMkDuZb6DOeQxrYWyUFRND8BZydc2T4R0RFCNm8Oa6CbmN68bnjJeV8OUtdJyx4s3vF9Brqu+6CUD6DHg6paVwM9YO9LJqwSYqBL2VIZu8i7cJRMBrqj2L6ECz4D/Q1KuEhfS8/0tVwGekgfXVUDIpRsIupdRwCgh8kKARvcZeh664YerJdEpSyQ5m/n7jsyUKkoATjlgrMSQA+05oPzj0wSHGOgv/WWDSD6yRI1/F2HGOi+DKe7XY7Xp0EC6hkSh56ZXrNgRwLo6ggAeihWsywLx5/rguNENMlAd8+RHpGBnl2pPPx6wuRGRVEzqp8lIWskeVzJKlf9sZIp4RL29wOwPZBwEULzfu8pM2Qw0L050pbn8/wdVd6PW8E7soRL3Luf4VKlh7JhFdqhHmGHY2YWc/xNS7iMcpz0m5RwySa6Heo5hBMuLntfPv9DP4NAAjY70TIGoL+jLbv53UhgjgQvI1kM53RIwiWsMxyWcAFG1TOWx4Cg4ksy0L05xJVw8SaWtCyjk8cZgYHuM7tkE1Fl9HMfjmUv2mFgLioZCh6IklYdH0QJBkIwiQxjoPugmAfES+a5r4E+PKOqKBHSlhPSQLdQ9SA4Dd+zhU7aL9/x2B4hZkBUVfx36Sgaws8cju5ghLOEwtdPV7FCAVg6LOEyrImoVy4VAtC1VNIvjRQhCRfHK9UKM9ANn4Huni+REwbQTUjZPqg66AUVuiJBfwneD2egR8YY6P9RywDHQ5UR4b+Fk2ARD3XRPc89rcuxJRfvUBPPLOfF1UAf2TGSGujDMsEhBnp2gyvhpIexXDIkXJSQFqCwsR3ZKEduO3y8+U6HBNC9eVEIE93bXoInKSuFIfsJRA2fJfl/QsJFzQzq5FwZFWqo+ae33kgGmAcepTMY6KBZIqMSwD+HZKDLOnPZ2d4D/yROkSHhIgF0L3mqhSRcpHazREH9dULXMq4H23YDecAxk/6x/Wodb5tDNXUes3eG+Y3hhsmADB9/ViBlnMFAB7AlO1NiwuKdx0D35045p0kGOkA2A10CImEGuufnRGVyQOq+66q/n4XiM9ABoqrUxQyByJ7LoejyZN5TPQRrOhsI94F0VQslP0Z4d6NIuPA2SrhIxm02Az38LQzbZgSQ/XDMCTXqytRAH2Ogv1PMr4LQVLf5eKjBlOnJDeWMBKB7QJOteoSUbAmXEeaWzLgnkzgk1Q5Vn4E+uoSLokbc34dyWrL4VJUxSciPGk3ywAlJuChSwkWyShkOfPnX4rFe1Ujg8/sNRGWfvYQLAgsj8BlVFJ+BLhzHl1IJAPRAstLyWOIR73Xoocq4YQz0hKcvrChgp7IY6N49y/nMMPwqX58QpsjYUb5DKdEZaiIq1443KuGiZpIV/MSEnfYlXDQt4oKhkghluv6y4hFaRmKgB2QQV7orDHzLii2i3rzq+Vxh4Ek2fM8EZyMZsbh/HNlPwxzuSw9vBjjmT73V5lfi+mByMG8oUfld6/46n5TZc2VkAD0scSjNkhroUsJFk3HUSBIumQx0xzH9CSyqScKKjKeGV+SMKuMhLD/ZNhpLHUaQBB1BA131NdC9v4UbLvvHkQz0YM53HNUD4aUWvBf/6HoAysseeFIaQQsB6FkM9EDCReIu2aTaQ/sUo2mGH7aEix1gS/DmJVyGa6B7fuYblXAZBRs9tAZ6NpM8iDfFITDIbAmX0XpAvB02BqD/CzY8Ozv8I8lmdWcw0Ef4yKxQE1F4HQa6ZBZLiQ4J6IYY6KksBrrhDXrJQArrm6dGY6C/SQA9e9EOT46yND9goIc00EdISPgliJJBoUgH0DuXLMn0NdCHlxK5TQUdn4EuRNoPdiRUHgnJsiRldCrLJbVgMjIUJQM4lqyGQ2W/ZDmN9PHAA9BDk5wpmZSO8KsEfAaDZC5459IcC9KmX/YoFGVYMwsXQPcqFTARwkL3/jse856zcNwqBtP2QdVBr5Q74jmdUUUy0IOL9yV/lLFp5D9pKSf4fiJKJqgk540wI9GwJOtRsn1kcCWZC8MlXMIZZL8xsO8kuH+zsiRcwgyoYXNdCPgezk4PnV/NTLwNk4kZSQPdDzqk7JD8vRWAJN42sis9QCTEQDfQMe3/3UGCDMSkZqkEFMMSLo73jiSArnnMjnRUR86uigmaLTIqAfxzZAHoPlvD10CXCZyQYy0lXDxWjWpEfPmu9DAJF1lhFLBHJFnG/4ZCjXskSz17mzEG+jvXAgmXTBazGEEDPR2qmIuoakay0JIyQj4Dfbj+/n/agmShu4Y74UoND8jzrz+Lga4pIsRA95hBEmyJBuuyLSAZumfZv8RPHjoBgO7Lqkgw6hABl0zokyVzgKodMvkxGvD+tjLQJbtcHV2eJdw8crRtDsds75m5PdwVXxbQscQhA78Rj2U5b3ifMXt983X4s75BwJceiQaCujhIBrrnz8smohLosYezMv19DxH3aHJNVrMZ6CMxN10JlzADXQLoMhYIAxOjkxRM/1uXALrj++yBnKVv6cyEphoJXb/XQFTOSdYIALpmGIQwYB/IlrGnT8zS9QBc97Y1vMpXUx+ugS4lXBTDQHHSkMFAlxIumr+NlHAJAHQZ80ofVALoIQkXmUh8g30aRJZcnuoD6AEDXTViLggukzKWdz9Svz3i+mlCCx5eNjM1Uxfb88kN75uW60Xoe5MAnJOR1NEzSTJSQ91noIdj52wm6RsD9sbs8C1b3i0c94iI962GklkJW2Z73PeW4/VpOCwGupQu0eR7DbJ04XcuhAh0xUXadxQMVb5/d/+0PUIiLlu2M3w/fjPPbDJWKIkpY73s5E2GBrqUtJK4S0CWkhYA6OFx5THQvTETlnCRGui2JeMdmfWU86t6CAZ6poTLSO9gJBuuRvHGejeNLuHyxgD0bCZ75E0C8UHibThh7vX2ySbHgfAbKY9kw8bNv5GBrr/+Jv9/22BPkh2rW4kPpFFVhVieTvn4AionFg4Dc0YaLBLcMvxFPADEhzEGFH2YhMuhQGzJKtVsKaXh/t4KMdATZALous8McH+mQ8c1sxjFxiHA+8OxwJFUvEVbQaCgIIhI3W8PRElnSLjIARQ0wQgYFJklOzKeDjTQPcdgBE1kVXUZ6CLEHlGzJFyMkCyLBLwVxXCxpJBXGFGVIAglANAPlf2Kmxb2uBzaKgLnxUTDsgSabWNrWiDhEpqwHDUTQE86sprARpim3wBQqGEGumTMhCVc3O0kEyQec509w2NtCtP0QdVBqdeuOOzvGqKtz32GplBp7IkjBHTG08GzAIQQrjbqmP1bzQxJ6Sh+pYvHovIGSNKrKFCFjW7pWKT9ZElKc2saRnJ0shnotpP0F7Ogcsb9OXw+DGll2tmORVjXfOTFVl5L2NkPWAmZ246kgY4SzKuQwhHmsEZxZqjiwzAiGQxM03rnAG/SLGsAVY1lvKPRTHgJPy1LAz1CSMJF6iNLdQVvnk1HQ8e3XQa6k8VAF7YNMiEro3xHAYQfzElIIhNA9565F+yqkSiyMt6vlPCcp4hkquhqkISRJHXZOMgKMdAli0cC6OLwNAjH7D9nji/h4n0Eh2Cgh32RqKoQXm0szQErAIPl9/6OknDJcvYlkBVRFV97WPXlJTxAxAIM1z2SgLBkoKe9MR4pCM5hiczAS5IxwslDIdxnpxo+3d09pXkoAF0mKLJASDUMdg2X3wm009+cvvCbMZ9dLiWq5PolbGzHRlO1YTIvcm14wxIuppxnPSapFnyVjiPQtMPziSzT5vFfraN0vMnSS44b86XeSsuSHyKUeOsc6gQgpuqun6/oCFwNdB/sVBIgshjo6sjrSjaADop3XFA9gFaTEi5y/QzNdWknzQucTo49jpm1O6hoVokzQIwEIlfFpd0M10B3sokNYQlM/zrDiW4bRmCgS/klPykWVf1d1YgnUWIrCAROyvX5RMSANKAoqIaBmgqICSnJBM/qsWVpOmmZKJfSed5zsPThjYmlhIsSiYAdNBHFcbAdnd11kxiYMpPVLV3YaoxkVMqgZibz7QyGbgKBFUi4xDuAqSGN/DfIQDe85yNlQq0UwovfZJNQnwhlDYGOL/fiN2cNAegim1wSYqDbySj2QBoiIzPQg/2NDJBJUZQMoFL1m8UOT1xLCZmRKlHH7K21cKW8+zPkg8sxGAmSfElTydguqmUz0IdXjFqWO+Ikc9yQAPoIGuiB/GGIge6tSVFVMtClTyETijZCuNWhw6U+gzjOcUxUNToCS91tOCqE7cd62ZXJjmMGEi6KgyNCZJrwtfr37G4bZqC7TURthIf8qH5iU0X1xrIwvXEhCZcSQJcSLjk53rmcESv/w8/wjWugv7G4RTLQjWESLm/MxxoViH+DGOCb0SV37Gz9+OxE4Mhw9fBz/ftIU2MA+ijW35lg1QN7qN/Q6YPN0hQtRdnsJyib9QyKCumhKB0HBnAiwwevBKWjWbIoYQZ6mOVpZku4+CD28MBGgvO9BwYpZbiES6CBbvud0GUDSWwBWubASGUxBMJs+TdqQggOHLgdAF0vRFEU2obasIWCrggi8pg+gD46Az3cBAepYeXdl2jfDoXgZDcRDZXhdnY9716HVkDaclB9FrUItK+834Qbg+7rCk3gNr7DpgpQFcXv3QLDGejZTVZaehN8dVcj5sJS9nu/y03EsRQN03bQHRdATw6m6H92P0NrWgHoq15FqszTykvnA9DqVv6hO5YLetsSUVKwIwYCQUfyRQCe4gxSjiCiKOQJd0ctPgSxAuIxL6niLZ7CNH1QdcBjm6XTJiff/CKTaw7C/HGkHZWlN73gPuKaHJhfyrpdrdz2PzeRa2hcfc9tqGOSLv9W602533qYeW4oKpZw/PGd8uYkA9Ov+/clXDTP+ZesJkXDDaycDHkpCADs8O/kNy8ZNeoIDqBlD2ZsG2YTyCAhu9xLHiPs7PusHd/RGJ6wkk6Z1BcON3LJ1rnti/f6gkiKrhKe6rIB9FSqg46Op7HtQcaP//BhgdhvhaXTXbS1PUpb+xP09a0lEqlg8qTPUVNzxajX0Nx8L3a+5zhGS9xfekyKCIBt89zRx2NGqgAo9gJe3btnKxZ6BxaohhhWVihCyQe/wacXmKuHkHDpH+oC8Eu0tWg0JOEi2ZzeN+pICRc1KGf2DuWD41LCRdeD6gOpKyoTrWMB3zvShG2TWLsOODwG+qAXKLgyxh5zT7hYual7ALr86N6BDPRAr9EdS52JHgAiiuZLFMhAT0q4SOZ3WMLFkPcWsbi0OM30k9vc45rerC4EAhUFh6jUGQ7PfTJPJZ2Y12Gg24Npeh/a415HUdTbVgbaKngEjWwGurAcrPZ4xrnejiaiQggSA/0MdHaQTiZIF3lN0L171jPkOSw0NPrT/cAIGujCwhEO6mFW1skmoupIALod+Jgj7utYdHUvo7X1EVoPbiRvbjNDqWL6Ol6kuDL3sM4/Zq9vMjEkGegODkIVKI7CXzf9BQwoMHIg7focUcfg/MYTYMqTkAeOmnABZAkC2W7T3ux1JZVqZ/fu77nnUiLu2ADcCMP29XVdDXQ7YKB7c53lCL60J85zyqddQPpzwbELRS+fr/0ds3klkHcK95nJlgQNVQAOayIq4ye/iWgw1yqeP6kakoHu+YVWML4la9pODiGA7cIdb7H8ApyyTlITbYom9YMKvbmNQC26lhlfClUlqWTGu7rHfja1EQB0yUBXAcfyqwUbK8bxtVM+yitXznVvYMdBICbJsUQlOO/Lf2YBcoOtPgOdV38D6V+A+DigHlaSzzHTOIbHiNVltZ8E0NOIiGSge3Okz0AfzADQJdEhVOSL7TGGsVQGXmpiYMMumOP+amhLDonNr2AXzwCe848T9rsdx0TTMsHZ5I4ddP3ud3AurhRMjrd9lgZ6T+8aOjqedp9hpDLzmb2D1tT/KxauPAHcBKqjuA6OTHSHGOhJK3jfAsjVvWTWIRjoluMC6I43BnQvqaOFJVy87W1bEuPkOYWEjYioUk7J/WZSVvDROo6FpmmYZrd3HR42ElqDfS3yLPKUfz/CPmS1sS/hojo4dpDYtCUDfQQNdMOQhEgdULxeFRqKEjDZNU2ROQIS/d6xJDokNdAVFRzHl6kKM9DTlhfbZGugH6Jio6d3Db29a9zz63n+Mwg/p9ezDHlgR1AadzgtbtD2+EH+8UgjKJBbYFBQGqN6ejG1M0ooKI1lHKMvbtItSZFZEi7mG2yIPmrvhBHmDcsa5ODBP3Hg4J/dc3rPYHgiMDZsXyEEQ/HdAGiat9+/UbZzDEAfwfaua+f5O3aQTrgffc30YqqnFiGEYDC+Eaf4FvQcN2AZapvF3tdOZs3QGnIqdjHxVBjsHeLFv+8kmqvTO9d9qT4D3WMDpYVDKuUFPaGMi60YGdtHRmCg97QOsXddO03pPihSGepIomoKRSUxSA2RqK8HIjiqwcauNKBhSQ30sISLlnlcCbb5TVfeJAPdcSx27LyBlpZ7AZg0+Qv8eM2PuXPHnXyn2kFXoDLuTU4eiJtSbd9xyO7ca4cbqUgGhQSN471QGEVMPNb97ywJl87O59m371cA1DefTYnpoOjBwNR12fjG+2/v9xY6uzuSFMZ0yvLzGOwDKTbvL2FOAhUHBxVHK3Svz9dADwZvc2+CMx/bQG9tDgjBu/Ji5Dz6IEu2buCbM64mbTsYtk3KgO5nB8jr70fg0Df1Rdqm3AEK5KxWsXsnucwDxZ1IItiIdBoj9H7saIzBcx0GrGfZyjz+kD4PgK9PqSJnjwc0tbVC6TjMiZPAcbXRwXXi5b/XxF2wPifRAZRS7Mm92IpGjhcIJ3UwgUUtOzll50s4ioLd2oJaU8OYvf22dn8319+3id2mCcdUkEhZ/Py53XzsxClEVIWEE4zvFd1uEqacDrBqgSCgML2GMArBuFBVA8dJDcsGSwC7mRp+3djP9qEuWoYupI8z6W2vpJdLWZDu4OahJNNydFoZxwaO5CeNk9nBn1gy1Mb/DCUpCzOnRgn85HWEAf3AqRqdgS6dsgGvoUtBtAToc/X/VTfAkaDa6g3LOIVZ2IrjBmQh8MMyTWw7QXv7kzS33Etv76tI5EkIm0mTPn3Y7+qNmhCC3t41NDbdQUfHMxmOVDrdwc5d/83+A7+jru5qaqovxzCK/Ovav/929tbfDCrkrlDJe/9U728egO7A80cdy/c/9BlQVPKGljGlr5s0YCXd55ue4jnnRFEcgW4LrCxNxeS2be420agvnWI6co70mvN4z0smLEzbZE/7DhYDZYXj3P0Nx0+epuR65DlcRY2uQ5rOjQTPQLgcGgmOS9aHEokE864tr98DCMZKjt9xZnV00PSV64i/8goA+SefDBCUpo/AQL+v1Q3K5uW747h+QweqLXB0BWOyCdvx+5pIPf53CoBumv309a0HQNcLGDKHeGr/c5yVBzMHc7Ha2xERneoi93vWBlxaeQaALiVcbAWrXKAv3cGJBe63HdmhUNmyGKZtBFx5GA0nYGCGq2+k1JIR0v4VI7PC7YE0HbdvxmqPo+YblFw0DeE4tH7nOxA5H4C8JUu842UC6L2P7sVsGUKJasRmeIm8N9igbzTrbWtl5+oVNG3fQuve3SQG+v2/lR01FyqHNxEFdy6KalEe2P0AAAvKF7jbqJnbyH1fzxKJJuqW/pxoUTsrV+nEYhOIFp1Jqm88juVksAal2XacxqY7OXjwz6RSLlnCwxmI5iUoKDsE6j5mb9iG1rqxllaaw8qmlfxozY+4RXyOGFFylRxOmnYqV808nz2bHkYROr9s+AZ16Sr2TXoWgGT0AMRBTXkg6Aga6AMDW1m77ipsexBQmDjxYwCk4kM4FqgGRL3KrgBADxjoliP45OYtPBevRBMmR+VZ7GscoquoGFvT6VeK+f7sr3A1f+CsfQfY+cw3mXB0IWhk9pnx2cLBNUoJF19qTfYPkUk6b/22bIvi+g53/7pqAIwcb31NhZKcjpsoT+6vZ9P4CprMOHnjEsy7MEKL0w4qTKaJNBF+JR9QSQcbNn6U8poPAW5cHFc1EAGAriXdc1kjSrh4iTizzz3erHO497Qafn/hlaQjESLpNNMGuqmaPp1Ufz/tDfuZ2d1BzSkLgaCfU2Jfs3uunDygCzHUhhLzSngcE3Y8hmIWA1cimjaCmOwzb7PNHhxk622XYx9lo6SgYOZi9xql7IWT9hnoWhaAHt+2Ho4kkH3x2Ouorh+HrdD3XD0UAXGFvhX1OKrjA+hqsQq9EC915w89WYKTtFCiAawjE7Y+gO4o7LvyvYhkEuUs15UaXDTZe85B9VD/wBY2bvwojpOkrOwUKivPdbc5TEmKMXtjJoSgte1hADQtSJwqjupWN0jgXP4UKmmfN+cC6HV5WwBQzRIwkyHwNmCFDw2sIwp+z7ZAwmU4A7231yU9zZo1D7gHgJRjkwtMLFgJQFqd6f60A2Df/TaiNLfcD0BJybHedQZxnJw3u3tWu7cVrfL3d2PPZIiQNTzWCwD0pEtulGz7Q2igFxS4QGtOzqTQtcqkt2SgB1IhiX7IzTfwUSFVygi7/6l5lfwSQBeG4KDlYl7FJcd49xwA6EI4fkLV6kli96ZoH3iS3V3fRAiTwoIFVJSf4T+D7PsIW19HnJ6WOA37+9h8sJeKDpMqS6P+0f1sbtzGnJ4UoJM6MIREz7q8n9tWtgBQPa2IWcdVM35hOX94eR9/WNHAQMr9Dsry3LlKSrhYIxB4R7O+/o309bmkGPleRyK6CeHQ2voQe/beTDrdDkBu7mRmTL8x49lBZlVX2NraHmVgYCualus/u5F6Ub5dNgagZ9krj9bz2uP7AKiaXMgp75tFeV0+Qjg07Psl8YZfoOIQMcYRNT/DYNssCopMkpqJ4+nimakUO5c3IYD7BvOhNkK+LxHinidlpWhvfxyAkpLjAHz5Fggz0D3A3REM9aV49ZF6tq1qAQGDpxcCKhOnFfO+j0+lsbsTmoaIH9wPTKe7vJbGtMaMqnzUXk+uQzpstgAjExyXUh+GquA46VAT0cMfPMlkC1u2Xktf31pAZfzUb3DD5mfZ0OEGjm73Z4uCl3YC0LdkJnCQtGIHEi6yo7o3gHZ2u0CNpmggM/JmCojiFE8EWnEqZ7i/95uImvTVb2dL/RdBheIDpzNzxxGcCDh2jN3e9Z7dbbGlEoo7k3T+eSstJS9B4TFY6FSkSvjWlQvIEQ8zCCQ83UIJtu/Z8yM0cS6OEqWk7HT3b1mAXjxtcdFDG+ia6Ab8XxtfxQfWrqD1vjtQqsYhFJU6CxoUqSWmkJy6l84Z9zBk7wAg70WVoScqiZzuPpfaMjcQNbA91njg3PXOGyJ+kk0fhfxavxHbVrisqoRPjq/i+T2uvIJsFJgsLYZO0KVTHWKgdwn3euc4e/nKxz5ASeF+TtkCtqKz4zvn0v7aWk5piZMElmzbiD1rLoPXfAJjDDz/t9j2ln4++Kc19OZrmEeWub8cMLl1zS4eXN+Efoz7Ozm+/97mAugnKcvAei/gfj8AaVXKI4WbXUVwnFQg3aJE2MwC7ums4VV+TotSCw0d3tZT8D9BBV4x8zh1zQ7GRQyaFC98Srp/ez5VyAuv7uCi0lzOIZ88YYY6dhv+uaWFZWUcJxVIwWSVuoUXS7nYHhhwA6UzJp4N3b915zTVTXSZ6TRdj+7ipJXuvGGVKFjWIB3tz9C06E7iJTtxGkxerLcJazXl5k4jHt9Dw75fUlV1Pjk5E17nTb0xE0LQ2fkc+/bfRn//Bv/3BQXzGTfuQirKz6Cz60UaGn5BMtnInj0/oL7+J1RUnElJyXE0Nt7B4OB2APKfVqnYvYDI5MnewRUGKOD+8dfwypFLAcgZWEZe759QDPc+kh4jNj3Tveeq4iuBu9DsgMkvnaCuP/0JgMJ3X0CP9bK7n+2y2qpzqhl06lE9AF1KcK1uWY2VdoPksgLXubJytrlBY7tCfFwmi6rq1T2Aws4zpzPJcedDF5w3A5aXZKBHNZLpXvdTFB7jT5ZfjjW9ekdZqqGBgx/5KGZzM0puLtXf/G+KLrwQCBjoZFWAJGyH3ze6cgufmlBJOmmx4u5daKfkYKFw+0G34q0oxwOe30ESLkIItm2/jmTyILFYLRUVZ/HjdT+nO9UPeVDY0gPo5N94Ffn670k4EO0uB8DxImVdCQDhvFKTjutNtHyTPluhZ+tEjv9NM7FT8mGad06kPIzXRDSk8S2EO2UrhmSygrAZxgoXpk3nX7dhtcfRCiOUf2w+RkUu7T/9KQNPPkHBu10AXS93GYqEqgcGX25h6JVWUKD0vbPQSzx5g8NkoAvHQVHVzN8JwZ7XXmbNw/fRsnvnsH3yikuI9/fRtXYrR0wtxqn0mHahhmymbbJzYCfLG5ejKiofmPsB9/mEQHbTMQ8JoJteNdPAwDZ27f8Q+TXud5lMQjLZxKQzX6V79+k0NtWj6kniiX3E4/UgBJFIOX39GzFNL6R1iujafQyJjjkc/+5TmbZwToi5PGb/qpntcYZedUGD5PExPvf8BzEdE1txQMDfzr6DsrpxtLY+AoA+mE9duopOoxe9JJ+UBYNxNwbRX0yDDoNPvQAXuWth7yMPExlfx7b0N7HtQQoK5jJr5vcoLJwPwAt//h3KJIFqQI1lkgL0SATMtK+f75gm1+08wGPdNpowuaHwGT5gvIv9//VhHODAr/P5C+/hReUM/sLH2Ky+wrE7n6ezvYNpF3gM9KxKPhmLtA41krASxLQYqjfmHF//W/aScufIJ5f9nqm9FqYGR5/zAYQQ5Be5627OWhXlXZkM9N39bTSVVpJTlmL6hQdI4YAKepPCwUglvyz+MvsiU9GxOZvH6epaS1vXclBcQC4ezYGkE/SyaGpy35mmo0Qzq1qc5u3e/Qn651zGtTO/zj/rXJDvuKYtfPY3tzNr7gRqL7uDxOYt7Pv+19Grq1G+4CYySPcCuVjdCdS8XEomtNIK2GoheoWLSutnfRwSFShrHVfh5sAaePgZOP+noGfOB4mNG9n/o+vovHovABOM95JbO929Ri8xYYd67ChapoSLjeu3RMbVue/L00AHMIcS9P29nkR3OyxxwUezeS32YDO4OBFVX1qI3WmzZ+NnAChqOIfWm9dQeOYkj8Ub+Na+5nTvICJpkHvssZj6SnRs1EKP9erN3YqeYOPGj2DbgxQXL2H+vF+FCCtjPWXeahNCsHvP9zh40PWnJ0z4qP83xVER2AFw5P1UHdVnBauKS4WKae5YWLz2r7DsTyiV02GWu5sz2MrOloco5SEACoovACDiM9AD4Ni23e/SNAXFxcVsUqZzsvc3QxPkRnrJUV4DFOL65UA/qSwAPZFopLPzOQDqat/v/03GcS5xKsVBj3VcV3tVcM+SrJUl4eLHolaK3btdBEfg4kqaNs3bx7vfkL/vAugORcWvAVBbew14CFAqZZObC2av4L6bXqOjey8zznb3Kygp4KJPH8Xq9R7L3u4DitB73Occqa3zj68YBgPn2aRoIxKpZMrkL/r3G34uEGFweSN9T+4jndNKw/E3gmpTGjmFBUf+Ek3LyXgGGVI0aZvtq1rYtrKZzoOD/u814AyP/Na22SWY2Bps1SyOObqa04+qQQHiA2m6m4do3t1L+75+Wvb00bKnj9Tf4RXDJBW1mDmugC+eOYM5NW6crEvC72FWC5pmP1u2fB4hTCorzqW46Gj3OWTdj+NYbNn0KTq6XXWInJwJTJnyJaoqz/Orj92myTpCWCMmEmw7yd69NwMwccIniEZllYyUfn77/f4xAD1kG58/6IPnR549gSXvnoKmqVjWENu2fZmOzmcAGFd1ETNmfBPDKITTgv3bW/LYvB2iebDkgsn8arCPHZWuRvmkx9vYnshFX1AMQMrLrtXVXk2Jl62yQhpRfhNRz7Fo2d/PnXdswEy6M0TbcaU0ufEVF5w7hcKCHKxn1sK4Sdgew2efVoiumtxy+SLuutNlJfmaslID3bFobX2EgcGtrGifAswk3vEwL7T9nKbYKcDnRmSgW47g5n2tFOoaH6+rwFAVurtXsmXrtZhmD4qax27r43z5+T9hqz0IO0qy+QrSFf8gT+tD62zCNGLUHz0H9j2LpZhY5ZJpJUsx3M9zVeNywOAaUQCNr0KhBl5zOVG3BDofCRZ0LULSXkSfdSV7130Zu3SQWO9UcnZeSTMOVZqGaofKjTw0PCdh09u0jp66+4FjcKwCfm3loD/dTMtCE1tReRiXyVmRFnR3r6Sx6Q40zsIEHNVzQvxMm4UQgk88vJkDdW7g+IHKUq6dVMHeT7qBfux9V3NhvcG1VowLvftpP/o+rOgjru6wmkvugzb5Tzn8fMkF3JgbgYSN5VGVDGGBZfml7ABtx7dQAKwSn6fX1pmdF+PmmeMR6TSKBUKHaJ47SW/pHwCKKMMFJYVpogrbB0NLRBcXTXA4amoZ9V1NuEINOm0//Sm3NnbR/a5Lqevq4GOXnk/ZWWeOaXb+m+xgd5wP/PFVeot0zIWloCgcUZDLe4rK+PWOARo6hzDMElBcBvq2wQQbBy00YXKKuhrsKwGPkSNgyHCDf4My/xyKYjBAPk/15fFq536eaj+dAeUcT+fSlX85sbSYpSUFDLbdQ3pgDSV0E1UEL5XdylNdcZpSJhoWM8V2Ti2Cgr4HWBH7MCtT43mwW+d5fsqnzQc4bRTtTkUxfCDBdShSfmOZYbp4oQVWshpaU3HyjFLOnHwem7t/ixBuE1HD0cl7eIjEvgFUVFZXvczCcxxWrvo8ljUAHhYkZQ5isfHUVF/KuHGXEIvVsH7DNfT0rGLnzm+ycOEf37Lvvrf3NfbsvcnP3qtqhOpxl1Jb+z4KCmb721VXXYnVNYPGg/eSVJZDjifx0vYoAHZao39ZEVUPDzHub9/wQah1kQX8ig8xWOECjBe/8CQrptzpTqVekJobc9+Fjc7kSZ+jWH8XbdyFbodYEY5JqqGBweeep7OohH+eO5Xl8Sr2MZmB9xSRen+M+bRxBLmcLHtwePPzU/ueQpfyKpEoQtgkdLd8UXnZIH2hTOZ4ThQO66bo7DyhlvG26yy730LAot218yXGAy3H96MIk15LoajDIoLCK82vMaUAuhMdjH9L3tKY/auW2LyZg5/4JHZ3N8bECYy/7TaiU6b4f1e8pnVSE1za3a3ddJkWdVGNc0rg1UcaGOxJoeGuZ13JXmYWTeWc4rNZ82qTlPv9tzHQnaEhhBBo+fnD/nbgwO/o7HwWRYlQNPF6frzu19y14y6Weo2thCYofPcFDC60oBE2JzQGKuq491Nf4Uw9wQzcag5DNejpWUPFqV2IKPT2qvwkHuE6dT7QjGIHgbAlXNA9liXhUtuooxiu82jUVrgbqwrY4NgWe/b8iM6u5zHNHpyETX7ekRSXn8qED16EUZ5D36OP0fWb30Ioce83aZRgV8qg9zEXWCo8exI5s0r9bSWAnhoaYufql+huOshAVwdDvT1YpomVTjPY3cVAVwcFZRXMP/VMambOoa1+NztWLae9wT2uoqiMn7eAqUctoXr6TComTCZttbDx5R+x5Z9bWNRQgJjmVrloqoamaNjCxnRM/rDlDwCcNfEsJhS6ycNskD1UkOXeoxCsaFrBbRtuY0/vHr575NVEO36PbQ+R7K2F3o9xwiWzOXDwj3R0PEXZzKfZd/DpUb+XWGw8OVzNy3+rQzgGZ31kLtMXVY26/Zi9Oet7ogEciM0p5ca2n2A6JseMO4b8AwWIIYtC3V0Pm+td9mBB62LW5W3nZxPu4qa8cvAIz0oKcg9Ww2RwegIpu+avf5WhEx0Gr7BRUxo1axcimutJzoqyv6OFrcueY+4EFQcYfOgBDFTyjzkGXnoOx+sn85dzLuKu1h4UYXOtehvXjP8qTe/9FJ35OeyeOZmaoS18NO82KkUr93IV60qOYfv7juDCNXcwjf3YdmpYJZ+MRSQB6YIp5+NsfhAIJC+FIjXQLQbSA6x7+A9MBeLzJlNWUkNn5wtEIl0oach/SoNve2PEkwtpKc2DZsG8izRMHEpKjmOCdTnNeopPxsrpiZRSpCr8ilLmDX6WdvVBOiNP+1PHNrsDKKPE+2+lxU10iOJiVK9Hkz+nbHsaMDgwfjrXTPgy9d2DGKbJp++7gw8NrKCnM4miTXL3kWuIrITpWgtODyg1RBpzmXzqQZJRCyjxK3qTm+5C//h1MOWnkNsAzzS6chgb7oS+g3D5XyC3FCeVov1HN9N1/510fdZERKDIWMjUpd/2vwlJRkkPCJdBDmhaBCeVQkl5sfdkF+CJ5bkVoVokYB53/nUjzgEHqrx4vbud5Ku/peCccwhYvBYd9pPYkSG0nigFnXNxbIveh/agnKUjCOQRew+4BAc1LshdvJi6237N5lWL0Ama5yqGgdAE0cX7SacT5OfNZOGC36FpgXSC/KZaBhslEX7M/kXbW/9jHzyfOeNbPpjc//TTkDQhAlqVG5sJr/rbsVW642lOVdeT072bAc/l0NOCWDIKDKF27IJZ7jrf/PcjaZnublS6z+A06w7Y+zBFdUcBoHnM6/r6etav/xPFJZBO5/EKM1i9pp2Tz3KPX1uWQ3HxSwBUVJxNW3wisBnTVnztcscxaWr6OyAoLTmBvLyp/r3KOE4Ik9bWR0in24lGx1FVdb6/jSRQWdk9tbxYL57oJ5VKMXlyPqa5DVCJRE4EXg7JzmQy0MvLD6DrfRhGKdXjLgZ+5P7Nw1ibNw0x1NxP8Wx3nKRSuVzw6aMprspFCvymnUGgiML9XaBp1Fz3FXj6aSDNwKwuBo9zx+qsmd9ysUH/fr3rSKcZeHgf8fXtCATt8+8C1Savcz7l668hofaQf3xOxr36cplC8M/fbubAVg8gR9CpCXpVQVlBhNr8GFXFMcZNLKRiQgG3bjrAU5tbOHZqPhPnBnG9tKHeFHfevY2OjV0U2yon2QanEOOEI6Ywb3alv53hSblYh1EtKIRg+46vkUw2khObwOzZP/BjY58V3rENsfVD7GAVHaUWiiNQ+xZSMecPjKsqHXZMNxFoDZNEBjh48I8kU81Eo9UZSSd1jIH+77fda9p46V43K3XMhVM46pwJDAxsobPzeVrbHiGR2I+iRJg967tUV1864jFyC9wFsN8o4tnxBk+6yXSu3G1R1Zjk+b9uJ7aoGGaqmEIlN3cK06Z91d9/a9IFYWOkA9027wN89an9zEnaVE4soPLCify4owUcwfniIXo3PcMr/bkk2o+HcZNQZ86ERgtNwGdOnUZNZR73z3czQXVDcdIlu6nTXgUuJp7qYeu2L9JDMc/xG1BgqfMkAFayARRIpLtpa/8nFeVn+jpWv2/s4Gf73bLIR9t7+Z/KXQzt+TJg0RqfwM/WvZfBqvvQYj04qXIK+j7OiZNmkBt9COhDaPBczRHctrqJWDUU0ITIBa0LCqJuWVBzh2SeC97TP8Dnuw+weok7yJxYGaQHcEIl+lZXguZ796Ga36W37nkSpTtx7Ah/3vIBEpNz+MDSKSz2JofdL7qT/YpKr5yuRKO1+ndoHmMxJaKgu/qdVkuSx2ouYj9FREyH09uSbN/xDQAimkYyJJUhQX/bTvPdp3bwbI4Nms5ROTF+MGc8fQ8+hNnUhFZWRrTyBK6rb/f2SwB59ES3UYpKXd37UP/UjfXUM2wum0L5OWdR0iqwEnFsT9xP99j4mqaBI0BVsHQVtkZ5fK5blvylSeOIqQrNN9wIpwjQIX/OLIjD9rQbOBxjuJPjwEACHMsXhD+S14gaspTHXfgAtt99H3f/948B+Oy0WtojsPfVV7Ftm+OPP37EsTFmb40lTZuP37GWtpSJs6QKFIX3jCvlRzPriKoqlYbOp+9cx1DShBwd0xHc1eoC5Eexhpq+CVhdntaux6yO6y6TvFAsZm88yVOd/dxtf41dTEY0qkAPYFAoejmCtSxiHe+efDpzJ38YgK2D+2gd8Jyq8rP52PwZbOiP02NapDafgSG6qM65hJa+TZxduprB6tO4dttu6pMl3GR+iHGpByknXKqXqR/n/juCbTNcwiWrNGxoqJ729icAeGnQ4JLpl1AQcSMYxzGJEeOGxo8TG3JIqyZ/nnEzSyfu52CL+23n5EwiunU+RW1HceB8gxNmnUokUuED+Sk7RdXEL9Lb+xpd3ctpa3uEceMufOPvMdlMb+9rFBUtQtcL2L37B7S03u/dU4zx4z/I+PEfIhpxHeB4fx97X3uFPWtWc2DrJiy/SVcFORUFlE7vI686zlBLLru3TSZBPgMnCmYuWkTSdvhzUyc/KvusW/ESP8hXf3U78w7u46WvuEexNUiPd8ivcp+j0VbK5FOvZbDNXcR0B1B0kkR5ukfw/MubWPOtn9BcUeVOCxJL80hU60Ut65VPsqy/A8HTmF4Z+Yv7n+fa/d5cmZ9PV9cybKUbJQ7qOgXzAvf80dZ+RCnYeQa/PU/hYmcfjpNA14vQhyII4mxu30J1HogNm3BiKqkzTAygMXIEE5XtgM1gaggK4C9b/oDZeICrZ1/N4nGLx5J9/wGz+/ro+OWv6Pn738G2ic2Zw/jbf4delungj6SBbjmC2w64a+UZ6T+xeuUT9A0sIVp8GqZiAAVMLJrOxyZ/gY5673yyr61w+M2yXaxp6OPoSaVcdlQdFQVR/hVzhobo/N3tJLdtw2xuxmprwxkcBFWl9OqrqfjCtX6TqcHBneytvxWADWImf3r26/5xLtxbBtWtKAU5jPufb7J6/VkMkM/d2odoXXoKAKuF4HO8zCTlFfr71rFh/QchCsYOhVuNCP0RlWmVs4GnEKaFrupYjkXSMYlpMLvU9ad0VUcVCldsWYoSiSDSTeSf5FaiKJqCMKFz/HN0HnguuFENeic8R++E50i1r2Ni85W03HADAGUf+wjpTtxEow+gu00THXMmIIjOKKHg5Dr/cGY6RcveXeQRY+dLy1nz0JOHfM79HW2svOdvGb8zYjkcee4FHHHOBeQVl/i/Hxzazfr17ydNJ1POBTul0n+wk/bWZVRUnYihGti2TX1fPU/tewqAD8/7cHCrqoaqqDjCwcpiL6XtNJ97/nOsal4FwKyYjWj5GbYCQ+0z6Vz3eS67/mQKi3MoKjqKO2+6hbzqV5k0r5Jobh45sfHk5U1DUTTS6U50owhnYAmP/HQLwnE48uyJTF88Bp6/1Zbc00NyRzeoCtsWtvLShpcwVIMbj7sRdW0rNm7yJzHQQk9iNShQVHQmNxpfQ1U1SAVBfcHAJCo/+Xn6n9pP3pKlgPtdGqctYOBcN+ldcD8MvHQfA9yHpSq8OGsie6bN4bHoe9muzGXyx/dzqmVxxtRqF0B3HB48+Sz+cv5lAHyY27lq6mm03XAzGxSTA1NrwEpR7agowIU8yMLeTdxVfhNbiPDoUe/lXJ4i3t9NXp7rE2TL27UNNgMRrhqcR3PkDgC6qouhs9ePnwQWv9v0O2bsdP2rqedchhCC+oafAJC7TIW45q+bslmfoglmVvZj6s1efPwDDjgVXJPeS0/apHRggNt36kzs6sdCoZRLKNLPxjjNxlQ0tqZdosfxXmyhy0l73Dj/ucuEmx23WDP7SL798S8ymEhTGzW48dZvM3P3dsR8j7mpS2mqTAB9x/IvohW5IEt5TR+R3hR9Je8HnkQoFum9j2PWv4CwvuDu7wHwTDoVOn4PDcvhtyfBFX+h7TcP0vHSvfRcb2GNA1XJoa7zS3T+cSvRKcXEZpUGDHQrSGiqaoTW730b3OkYq8T1wyvKveplIwCq0y19RHJLcI5scLX3h6Dw/POp+eEP2P3SUx6LN8GBA24iMP8pC33CevKOez/9z+yHtAoRT+4ikWDf5p9AJRTsr6butl+zsmsNKdsmR4cFZZ52vGHQf4mNVm6i6wXMn/9rdD3UnRpY376JfGBj+zqm9x/wk49j9uasqeku9u//DQCzZn2f2pr3ADC0ahXNX/4Kyjfd7aJHuPH8oOFWEqcSCv8tfstVkRdYaxUhs70vdRzNgdNu4ur5uSiNa6DlWgAaJrrY1MSDcaYdiANuoqqwcTkcW4quWDz44INs2rSOY47dDMCG3lNY3Soozo3gQoUWObF+KioaAJg08RPs2OWpFNiOr11uWYM0t7gVJnV1AfscgjjOcVLsP/B7AMaP/+CIVccy1lMUA8dxaG1141ThWOTk5LBkiUNzC5SWnkA64c7TXS1JSkrBtkz+/FU3Ju0t2MakeS6WVFHyHuK9CoqiIoSD45FwCssiLFhaQq/yDELAvn2LOP00b05BNud1x3JRr0X5Jz4B04uYsvdVqqrqadfdeabEXEhFxVmh+w1i2I6/bsSpF2617XktDKU3oigGE2NfxBYqvY/sxeyIU/yuKcNA4K0rmjmwtRtLgeXRNFsjNqctHMfnTpvO7OpCsk3f3ui/l2yzHcHNy/fw54ZmlAJ4X3UZM7sE/R0JVvxjF9tWNPPuaxeRWxjxK4NGOk62tXc8SUfHUyiKwbx5P3PnDjMJm/6Buuc3UAFO8zr2Jm1aJuSCEMzfPkBF1/P8bP2XeKL0Q5w9bxw5EZ29HYP0JUwuqVGJqHDbizuIxpKU50eoKIhSYhyg58AvAZg29bqsJN+h5W/eSvv/HkAXjmDtk/t45dEGEIK5Z/RRMOUvrFz1tK9NCBCJVLBg/m0UFR2Rub8QdKQtdseTvNrl8BzXs8E+EqvJBa2+PKmKL51UxcbnDrLmsXos/W/ANdiKztw5t/glGwB/7nIzhGcYG1CVJTiOIN6ZAB0sBWYcU8Xi987grHXbSTiC+WID7+FOUimHVBQsDyTvyO9EzxHkihI+e9o0vrTrIH05uUxpPMBZ4hmKFj9BMzXAxVhoFOTP5Z/K+7AGDRblpnnfnB9jGCWIfQ9DiysDsWXLZ4lGqpk9+wck8o7hpgb32UQVhQ0Dca7qL+EHFFPfMoE/bH0vkZq70WIt5GrF/Ob833NEjZuFXLUySiLlVtj3nnI+wnLLAyud/QDkrtJg0W76HvwOL+Rt48QSmGqaXJ07g6ZFE0ibLxA1qmhTK4ABHA+5SbT0cvBPr2E4YEbb6ZjxdwDMgk/x06++h7xo5qeuKAZJobGl0B14E3L2knKaSaRnQRTsiErNDceQ2NLJKy113M8lAPzX9hTHRh+mM9mIYZcTU2P0I3wAXU7+rza0c1uqF1GVQzEKdxw1DcVx6PrD39BrjiT/tKuwX27HUUyWzfwbSuQyIA9N1LB48Y9R9lg0Puhmov954hX88tIFDP5mEw7wWI5bGpqfdqkxuSedhI6FhYGI57F2+zH0zNMYH4twbnkRXbf/nv5HH0U50Y11I7lRiFu+83xsxHVW4/Gky0D37EjWUFTolXo5AeB0ywc/QTIWo6q/m4Zly9kH6HoKTSsYA9DfZvvhP3ewraUfFpdj6yoL8nP48czx/kJ3ztxxzKwqYJMHaPQlTe5tagUlwunWS1Ssey8I0CtyMNRusGGIPP7Kh9kkjqTllR3emaaCAtNjDmdUVLHQeoG85m+heqB7XelX/GsKa5ZXVb4LgEWFrsO2XBOYDphWv7dthMVFeTwyx+BDa1ewRjmWnwydzLe4J2AahBjo2eeQZX3ZjUol+2rf/l8Dgs0JjTbL4P2z3+8zsIUweW/9mSwemoWlWTy48EZOLm8FAfn5c5gy+XOUl5/B3sdeIGZHcJxBop6GW8tgC3ftvIv7d93PoDnIN6YfTXliFTt23khBwVzy8qYd9jvs69vAxk0f85vsyHJbUKipuYIpk7/gl6O11e9hzaMPsOvllxAhHbq8klLGz5lP+YRJRGIxGta/xv4nd5CeOJPbLzmftKdV+vXlm4MTKyqniGf48Gt3M75+CLWkBHAd8ja9A/OTFoanhRhLTEVRFIxosD6tsBbxS/6H9P4oVE90DykcJlPPVHMnE5wZnHLfM9h797Lym1fydzGLvXYFuYXnYzrrWNm0khNX9TN/v0CJxSi+/HK2HfwfAHJXqlhJ6E50UxAXRLs6SZZC79JZ9KZ3MsVxy7cnTPgISe4CoCPeRXUelCSg/1yBEYXc3Kl8bsld7M07DSvewbzS+cAGNEXwzMEXWdG4gqcve5rK3IBlMWZvryU2baL3gQfof/wJnIEBDtaeQmLGsUy59ETiIpds939YI0ohuKmhhf3JNAUMcKLzJAKTwokrKZy4knxuo4cCpg7p1G/7HPG+GspLjmfdvjrwCNY/fHIbCIPndrRzy9M7uf6cmXz8pKm8GUvt2UPj568lXV8//I+OQ/df/sLgsmVU/dc3yD3hOLbv+DpCWGxLRvhTxx50xeDUCadyRd9MIv+8lZ6lYEyZyEB6F8tTk/kzH6U/pxhFCKYdbGD3hCn8SlzLp7UfsXnLZ3FIEtmusG2FQf+5KqWxUuqKJtDsPTNDNbAcC086nVkl7txkqAZXNZ9KUWQiwkxQfPHUgCGkKQxWrKdzogueT530Nez7C7HoIr54Pd3Oi7S0PkBX06OUxKDouFOp+MIXaPrmy2A5vp65ousYk04CSlEiKiUXT0NRFBzbZtNzT7H6vr8zXsxgUdmpqGiU5hVSVlJGfnEJBeUV5E6fjp6XT35JKQXl5TRu28Km556iv6OdqinTqJ01hzknnUZuYVHGYx8c3Mm69Vdjml0MilxsO0FR1KFkWhebt32Y6J4qriiOs3bI4c9b/4QjHE6oPYHZZbMzjmOoBik75UtOye/v+698n1XNq4hpMT4x9VgmJp5EBQaaFtK8+hOc+8mjKCyX5dcKyfYl9O07klPOPoaScXkZ50gOmrz8SD1bV2wCARPmlnLMhVMYs7fWhOXQ+7BbrRBbUsF3d7sdOT8494NMLJxIi+4m5ITtsH/FHRAT5AxOp+DsxTgPCYRlkt5VDx5G2DPzNPYcqKcSDbUsWD8SHy9DdAgKYnOY9u6PkJyyja6du/hDzXieWnIyPcXl/rYNVRNpAP6WFBy3cCmJ8VN49XRXRu4icS/n5zbA8uN5pv0Ag+XuN77o7POJld9DMuXGSPNWNnD/eyxOSOfQSS5bxELmmpsY7HbvR/pEUt5OUwRLa5fiPPUPzHMFiqPSmlMH7MNRXGDeFiYPbPo7tx10J42Ck06ivv5WBga2IoRB/jNg6yrpZIJV9/yNfkOQBxSZSYrOTJEGxo+/hl61iivW7aItbTG+P85v1ylUpiy0shg588pRIxp2fwrDGcTUXAZ8ieiiOPIYAIaXNDXVoEpY6d4FwN1TzuWW93wMR1VZUpTHH+ZNoru1EQdItnsyVyVuDK0YBna+IDU5zu7lNzJU1IQuLFDAnrGU9PgbGHh0D0x+EiICu91lnso1R5F9GnKr4CNPw93vJzXQQP29F9FZHSX9NVcC1bDLqH7tk1h9AoteUrt76X9qH8qsScB+rEi//076HnqU3nvuQfmvULWVolHuAeiKHnGZ/aoDEYeC91WxY899oENZ1wJqbvohiqb5LN62tsdIJg+iWTFyVttQk6bw9AkgBIrpPr/BtY20vHIT6aMSKCbMuvp2RG6MW5+9las8wntZTjEAakUvQ7PceXzO7B+TmzspYzyta1vHP/c9zeUlMK148hh4/i9aV9cKdu5yEfLJk6/1wfP0vn00fv5atyI8kotNHIRJS1+CzWIT5UCkQecq/QWEoqIW1gEumXF95wLGTQYKqlBmn4/S+hWEMDEjKmnT4EX760y7ej5YSdhwJ8oed9xpqsPGjRsor2jEMNIMpIu5u2ER5flR7vrYMTTtiGDbFqVla1FVQTS6kMLCBUQ0l2Bj2cLXLm9tewjT7CEaraas7LSMe5ZxXEfHM8Tje9C0fGprrszcxov/BgbcWLSlpY+n/nkrlt3M4iWgqA7FQ7No3H8TagQaVs+nYdceKIK+DjcppagOQ/1JTH0QpWYNBYVdOLbOstunYadWIyrxeg244/z4SyfR1fU3RFuC/v5y2tumuMREQPZjUhQH3cwnp9Kg7dS9tG3+GbW17nypD8bIecFk0gmX+feR3LGD/qeegnmAAunGHoxYGcVXTWZDp0tCmDjho4ybchID+Qfpf3o/Q6tbMJsGsZZ4Uicizd6GXl74x05UYFksTUd1hD9csoATpgXrSrbJXotmlvSK4wi+cu9GHlzvvrevnjeLT5w0BccRbFvRzKuPNtDVNMjTf9jKu69dhKGNfJxss6wBdu/6DgCTJn6SwoL5sP0x7Cf/C61vH0p1DCry6csrpL3CTZbetfUykjq8i99yrf4gRd1DfPv5a3xcCuDcCpVIFO5f20DToLtfnjbEtxf/kOLCFMndBXz7ji3sn5fP19+9kKXTywP2/r9BtvP/awDdTNk8/Yet7NvUSdGU5VQvehpbb6PRY45rWh6lpSdSXnYqFRVn+o3awGVE/bm5k5/ua6PTDLFVFFeO5ZiiPK6dWMVpZW54eORZE4lUPsKO7mXANVgiQkQLnPfNA3FWDRqowubd+nKSQx/imT9sZag0DbURaueXccZ5s/jM1q0cSDmUi3a+aPyNGQfeT+/f7iY9W8c4BzAgGq1n6vm/obZ3Jg/sbObetnkoQvDZNb+l8EJ3UupOL4QoCK2AuUc+yGOrtwE2n58yA6MNBpYdpKDvKDgCbBFDMwtI0cKGDR/il8mfk8itYUFvmk87v+eHJeewT5nCL/s/z2x7OleevomHG7cRUSP89qxfsKjSDVSddBqnqw/yITJtMt++/jImrHuAf2x3mJabBAdyV6mkIufzwwm5JPMjgMORU86ma/OR7O37MeRCzl0J3qMXs3rKMXBAQC6Y+7owHFiHyYQ5X8PRHYry53PU4s/4mkphU1WD552TSKoaJCxOibklVC8dPAqmgVAV1JhO7lFV3LbqdOy0wdFWE4VdJl1L3UWnbNslqNNtyFFp+ds2KioKeC5xgOoaeEVfiFOcgwbcMWU8+rImWlbXE53/BQDsQbAi/axZ9BNqihvQuQiAWusqcnNms/LLF1AJPD9xMV//4qXkRXUGNYVfzIiyPDoZTZhc2Xi3+8ldPJ2IksbCoHD9XO4/wW0c+tG6ctIbN9Dx05+633NOAQ4DGCFNZ1U4/OIf27kN0B2bqCdpExMJ5oitrFlzPsuX30lv8yY42tXOfm36PACW1G8jPy+P8vJcamr/jqJUY1kJdD0A3cbsrbPnd7Tx51X7sGtzsUqjRBSFn8+ZEOhHAqqq8LnTp/Gxfe4k9veVGxgsKaZCtHF283FUnL+EyOQi9LIYxktulvpBLqdDcYHiiKJwbHEe81KPMTt+N+cvuo+cnFr2H0iyx/tuVDVKQcFc/5yyrFPTcikvPzXjmuVi1tPjMvfy8lyNyJge4SP8hh3MZZ9dzqNcxMKshqXh7L3MKg8NusGUYZRkbOPq7h2gtdVtxPN0n865k8+lJr+GdLrL28bi6PaZ2Dg8fuT3WVTiJgHr6j7A9GlfDyRKVFf/0rZcGaZ7d93LzWtuJulpAwJ8f9d6rqstopo+Nm3+DIuPfsDvHn4o6+x8gc1bPofjJIhEyjHNXoQwycubzuxZ36eo6EgA+js7eOHPv2PPmtX+vpWTpjJ9yXFMOWoJFRMnZ7CojzjnAtK2w5n3P006EkG3bSwtmPdyVIVz2v7MpeWPUNitARp5xx0LPAMIBs9oxSiBSNxy+3tNncauXbs42NDA3hOXUl8znjtT52AqEYrTfYxv72Ah6zi59lEM02Ld2gtIp7fSUFLIcR1tXCW2EuElfsUXiRddxEDfQV596R6uetHTVv/a17CqbLr3vQQo5C3TGLQFW7q28JEVAmW+u11qeg1HNmwjnwS6XkxRxUU0mbdRBsSUHGAQu0SQ8PJ206Ze51ZJeQ2xavPqaEls4MqZl1PUH8N0zDHw/N9onbffTsctt/r/3brgYnaXngECGu/bB/fto2pyIbOOq2bGkioiMT2DgS6E4Ft7m/nNQZd9dIW4k4r82Wx+8lRKJy4nt3YdUa9J29yKXcxkF5TtgikvUjVUSoFIsTOp0VltcPacGby4q531B3q5+amdnDuvmvGlucOu+VA28NxzNH3lOkQigV5VRfmnPkVkwnj0cdXolZUk1r5Gy43/TaKrgYbrP4Z1QSX9xzaRcODubpVFFUfwzeO+yWSjmoaLL6a3RGE/E9mpncLarb1sUdzEpJZu5OaN61nwp7u4/n+uY13lEdyufolJ6euo7VIp/Y3Gc1e44/v4muNRzaj3zFwAPUECqbynKpBuGWLcEwrv63cDPDG0loITAyZ8f9l2Wqa6FTB1dVdT1nIefV315JVPZcZJn6K7ZxWb1nyEdK1JxzdVimcfB6rqMtctQnrmMaJzXbJB4dmT0EtiHNy6iWd//2u6m931Ri92t6zpT1C2Zr1/Dbaq8uLiE1h+xrlUT4xxbJHGWcedxJyTMoPwbOvoeJat276MbQ9i5Ezl+3uaSTo5/LzmGtp23UXx1AFStHFkLhyZC//sexFwk6vZ5gPoofLfe3fdy/2770dB4ceLr8Fu/pXb5L15ES2rP8Gu2jV8YPbSjOOoHmvWyQo8h/pSPHDzWvo73bVk+tGVnHzVTNTQGj5mb40NLG/E6kig5hu8MHkDLRtaGJc3jo8tcDWxfSmh+j460/+EGFSPv5RIjjuWzn1N4EwfgAlgC42vbbyLc7pa+DTv4fl9L1Je5Y6tjg5X2nPGnG/Sos/lzzOP4v6WTgY9WcY8K8UZ4lmO059Bqfwmj5jjWdk7yLLjzgFAdRwuc/7Bu7X7mVT7Ux6/+TYGYxFyIlHOu+4GJi04gpdfeVgWgJL7soZ+mcVFVcX8vrGTlZzIPG0jA/17iBSAYRS79+XJOWnAB42T6Sx1m7NVFJ2BiLtAs624YiNJJ8HUBhPDBnVyFTsGf0hX1wsAJHJOIZVeRm9NPnfdeB2dB/Yx7QL33mqmdpHOdzCMEqrqPsXlmxtoS1tMTcFvX7MpTDuoiwoYd9lCv98CQHTFZuIeO3sh62hTn6V26QwqTrwCgLTsu3XgZejfzx3nXsUf3+3+7WKR5KeLFhBVVXq8ZGuyzQVL8ua6iX1Hs+j4uolTYtJluWSqnH4TiiEx6XK6Hm0C0xtzmk06lsOuiVOoTptuEZ33bQhbQNVcEtf8nbWvXELKSCO1/fI7p1K1+Vp0q5DY3DKik4tI7ekluacXxXGJWYkS11/Nz5tJ+zdc2QjVCNac4uJj/PfV/0Iziq4jSFNwTiUHun6G0G2MBoUpl9+EokkmrMvilU0ay/qPQDXX+uB/wekTUJ+PYgMDL+2no9LtFVERO4Xc8bO5b9d97O3bi8h1G8EKx8SyBlCmbAXA3FJAxWlnELb2eDtfevFLTFHd9zIhf6zX1b9iptnPtu3XIYTNuHEXM3mSm9xzEgkar/0CzuAgOUcdhVHRhpmop3NgiI/etYyvzXfjuknb+qAOlAt+hqItg642HKGytWsWZ4bYwqpqYHvJ4DWdJ/HZ93wS8jy2d+1RdP5iPXha/AUFuRx5ZIJEApY1LqG8IIe7PnYs0yrzad7pjrO8PFelIS/33QDoWiYDHaDF+y5ra670FQukyTjOlXiB2pr3+FUO6XSa+vp6BgcTqCrE4+65tm2NMTg0SMyQlTUCw25DjbRhm1Fat8wBwyUTxvID7OHS6xfy2DN/oW6i1/C08wyEWYSqg6qqODg4jjumevvW0Nr2EKCwd88SVFVDlf1XZLWN6hAzCzCueIm2DpeY1N1VS1PzLC7cEyX5zLMoSzxC54YN7L/6GpScSpTv6QjNwlHiVH7yNFrN+0gmG4lGxzFp0qdRFIXC0yZg1OTT/Y+dpA8MkKATZkHf7g7ueu41qh2Vg7rNkaeN50tnzyQ3cmjo1tCHM8eFEHz38e1ujzRV4adXLuL8Be441jSF+afUUTerhHt+8BpNO3tY83hDxvs9lO2tv5VUuo2cnElMrH4/3HM1bH8UDWgVJTxhLmAqW0l5VVJ7eycyccoHOe9ds+HVqfDP6/mg/jRHFQ3w19obGV9VSVl+hLyhKDDAZUdU0dpTTt3qp5k34x84hUm0Lpj0uySfG/ob3ese5tv1H+VTH30XSyeMMdDfdkslLB7/5UZa9vZRNHEt1Ue7pW2alkdFxVlUVZ5HSckJaNrwUt+1fUN8dVcjWwa9hnbA+FiEmbkKpV23M1fZwceOfCJjn56el2nr/hk6ruPiKAp3/2AN7/rkAsrr8vm1V558DKuoEB08eMs6upuH0Je62084ooJ7m3bwQKeFImy+EnuQuSuuQGksp3T+ySiqRmWDCjOAdAlKRGCU7OaHrW6J3Jk8QdW7d4ICXY1LseNXw0xXeuSu1m56LZtJhsGRD+2nc6+bNddiChDBEQZTlt9C2+w7eL42yercGjRh8f6Cr1Og7uNqp4XvaN+hoXAufz1zOp/6538DcO2R17KochEAyV27aL7ueuxL+iEfCs47E4DJZUUcm+8GwNGtClqfwpqIymP5eZzqldH2rHqN5I7nsC+x0QeLqCy6hSqhc1wrdMWeoHMGOIrNPTGbJZcJutodEIJZk746IngOYJLLY1wMwLjm/eRP2Ynl6KxrXQDTwPSiz3vbetiSLicqElyZu5ltU7dSqSfJN+ZQM+1SIqpXUtWbJL0vzlGVgtdqanguz2Vuf7FTofqprbhP1MtkRpKoRxvsK76JUquJITOXaNKAQjBNhztu+BnHtuxj0Igx71vfYEaVu8DcXaZwxzh38fsEv2JOfDvKuHIO5N6PlnIrI17LX8j+mjryHJsri3Jo+ejXwXEofPcFdOeuxkwNkDZNpE5LXryPPBHntaOOorW6Gt1OggoLWM9QTxlbtuwDwIiGJmJFYY4OP/7w1eTlRdm46UP09rYSidhYVs8YgP42WH/S5Pr7NiMMFW1uCRbw1SnVzMrLfNZWd5ITOywmCZUG4Lli15E/UzvAzGs+ixIK1A2vnbgEz79p53LNqVPJ0zRs+1OY5nuIxaqBTJZ5YeHCjJI73esaX152WkYHeQg1frHjqGqMqqoL/OMVMMA1/Jlf8Tke4jI+oZcyjpEZ6LKBZf/AJgBKy07M+L0QNss2/xcGDtsTKuMrTuSGY90sf/haUWwem/A3ZhS77FG98hpmzvjvjGuWfRHiqThfevFLPHvgWQCOqDyCD839EEPWEN99+bv8qmWQ68epEN/Dtu1fYd7cXwxzGKUJIdi//7fsrb8FcCgtPZH589wGq8lkI7m5btmeEIINTz3Girv+iplMoKgqM487kaMvuISqyYdmzP5s1Vp2VowjN2ny9Q0mTudrdHSsQHUcCqcuoLxmLUo5DBZWkyivhvlnUjW0m1llBzEqEpAGZ28eLIBX9h9AecFdw8zxE3j4yJMxlQgLxHou3fwkuTtVKi9fj46JGr2axYtP4NVXX6U5P5/lJ5/EyabgOOMl1hoX8bI5mQN5lzHz1/+FYYN9wlEUv+cKn31TED0KvXsTegxqOwVnbnDo9wQ2NUVwdqHrCE2Y8FFuWP09LvVKKZdoM+hlHYnFDkJzG62Wy07snrMtnd/CSB5X11RSWnrCIZ/hmL111vfoYz54XnjeeQwedxHbXzDBgalHVhDvT9Na309bg/u/1Q/uZd5JtUyqcTD1XDBNbti5hz+0uKW8HxC/54K8/azdeRlO82S2dZfzj+Y5DC3KhxgUll/OrPJcGhteoH9oGTl53RwLHJtvo4/7b6qrL+Zdk6M8vXkXOzsM7n2pgU+deRE5ObWHdT+9Dzzoypc4DrnHHUvtj3+MXlaG7djs6d3DhsbHOJhTz9RvF1PoNHp7uQFv2b0a30lPRVz0Hn70aivde1cxdOkH2Dl5CnElx+0tAWjCYq71As2tf2fW4EloQnDWyz8hfsFX2aHM5ZfiC/z04RsZKM5l+3g3GDmh9gSUpoC1L7XOJQM9ubudoQeS5AgQwsFseJHKL7ngnWUNsGPnjbTNcvsn5PRMYtpJX6f9IXeezV9ag6Iq6Kt6KP8h9HxcwRzvsLPhWzR3PkBs4mxym+fhWK7/YXaXoBg5CLuL3CXHsfKev/HyA3eDEOQUFDK3oIya7c1QAtFJU1AnX017j85zZbX87cgpdBV465kN/9hxkGqjmWeXzKZshIBRCEHDvl/Q0PAz91oLF/GzZou4o3DWxLM48aQv8Zcn9tK48gDHXHkCq/R7OTI2wLlFJujFHFd93LBjhhutAqxtW8sPXv0BAF+dex52868RwkRNnUTLyquIxwZYVn0/t2/K4wtHfcE/jqpJrdoAQE8nLR7/1Sb6O5MUlsc47ZrZ1M4IJGjG7K0zqytB//MHASg8bxJ/3uuy4z4494PkeP6pBNA7171MatEBFKFTN+8yLMWgoldw5XKHuNd/e2MCbDQqCiqhDTRHwxIQcTtW05lSuf/R27mh9hOerrhCaU8HJ+94kZutP7B1UZTBfJ0j1n+day55nF9tG+LmrjiGEFy352amzd1EYe4CVv/0Sfp0FcN2eO93b6Fk4iQAErY7QUSb8tC7TIRlcUlVCb9v7OQ1juHDsd+SE0siHJWiosUAPHfwRWYARdF8xj29ij0nuz78xJmfwtj4DwCf7ZdyEiyq17CLBF2f7ifV9QKqGmXWzO/w8qDKZz/5EufV15J7YB+5RcUUKS3YxEnP8wDV8R/na/V9bBxIUGQJbnlliLx0mhVtD3HqUZ/JAM+BDNLHsX1diCKLoU+VUDb9Qli7242/bBPx2Bf5yRkf4s7Frkze+595lJtu/AqaminV4r5Ph5wpbjVtc99DOCWgxME4oKD3QMls9xp6ljVi96TRvcoQR5h85+L38eLMeeT3Cs7atp9PKxrFALZDInGQtVs/TspIo7VDyY5p5OVeRbR7MprSR/mVRUQWug5LwdJahOnQ+Td3TrJyXPJGTlcJds8u9OpqtGjQI0PKPQy+3MzgskaUU3WElsYsOUjrvsdBhaoDS4hNnx7cp+fzJhL7AChOzGGQteCx9xVFQc/NwUxAW/4eEpMbUYDJR3+NuBnnVxtcv7MoVgZWO46TZs+em1AiSbR2SLySKdsCcPOam+lKdnFMxTjgwL8FnPq/bHvrbyGd7iA3dzKzZn4PRVEQQtD67e+Q2rkTrbyc2ltvpW3/hwD4y6o9lGrN6BELrRtiB4HLPwtHXoO6ySUn9dmzSVg5GWCnaWs+n/esxZ+mNC+IhbrTOndxCYtwwewrFqvsSriNNl9qOoafXLWIaZXutxrEZIJUKgddd9f7gKHs+DGiVG4YN+7dw+5bHieVdhnzNTXvYXBwkFdeeYVXX11DKpVk0REpCrxPMJnMI9Eyj8LkOCZPLQLuQ9UcFlywm744FOaewbs+vYTOoYM8+sQOCiqC+LN9YCcVVXdjGClyc2ZzyhW3IC4zUBSFW3/yGkNDFrrX2Le52SUjVldfSuSY84nFYi7Ink5j9wxgjANdM5lz9H040XoUK0b1+s+zIuH1bDC8XjamSaqxlabrv4tdu5S8BVegiM8gsFjVn2D2S9tIVP8OgEkTP50RL+fMKqXqc4vof/4g/UPuGqXFk5yl6WxQHC779EKOnnN45J/we5H2u+X1/HGlK79z8+ULfPA8bCXj8jj1fTN55o/beO2JfeQeXQy4FQaj2cDANhobXTmzWeM+gfqH86BzJymhc7v9Lp4ofi/nTNoLbPX3qag4l48tne2SwI75BORXwYOfYP7Qam4e/C+4+EHIKWHlqhySSbi0ZwPJXzzBwOxueufbYEHdwXehXTWV5EMPUNrRzmdeu4cv5Fdz04UmpYxpoL9t1tse55k/bKV9/wB5FW3UHvsXHAF1ddcwber1GbIqqVSKffv2UVxcTLS0jO/Xt3BHcxcCKNY1vjGlmivGlRLTVNLpTla89DAI17mXDEHLGmDbtusAQV3VBdDuXUd3kvtveo3cRaU8PNkBBc7nYQZ7E3Q3D5FbFGHSzFK2Dw5SP9DBnS3dQB6Xacs47YXzUAeKXbYggAoRrzlmpHsBk3ffzF3TB2iprqVQ9HM5/wBVkN9+BDO2f4he3eRHM6NYAn67250E3rN5AGu/iaMq7KvL4ae9vUA+KRXeX6BQMfhR1psKROA8HqFW3YeaLOGsjZfwzEKFl3ME121ZS9NgE2WxMq6Y6TIGBp59lqbrv4qIx1HRAZOco48A20Lf+zSLc92FP3+V+7x+W1ILJClpqYGSfWhmDwNnuX8r33epq7831IaId2EWuQFqYwl87GsnsHPLe0kBNa0p8o8evW3cc+IUepUSChyLCyIPAbCmdRG2487cDtBjWnxnbzMAF3MvlaKTqjqXETpz/jcpLp5G7JUdEE/yR8NiKSbzUPk115JSIizpsrhibQIUUPRe4q88DEYXeb95L7safoBl9dMRL+Mn6z5J7mx3wtu8q4kznrgTgOT7PsLJx7pttB/v6OUHnkTmh+PbOCFnBegKyY9VkkptQRXu93P/NJcZfMlQN4mf/Yz0/v3oVVWMu+EG9m+9CIDtB/ZAkSvEN7W3k8VFrewtcsu8S50eAI7nJUpKzubMU05i8G93oLfu5rZjrsDyFsmvzZ5MYWE+m7d8nt7eV9G0fBYt/BOx2Bgz4e2wXzy3m87BFDlHltOrwJy8GJ+oq8jYJt00SMftmxBJm4Il7sKc8BokfWjBuRngOQQAOsDcgUHeGykiz2O5aFoUTav2/66E2ODFRW7jGWHaCAdqaq7EtPqYPOmzw647zCKvqjzPb64iQe3jxIus5Hg2KEfxw0aFO8sCdrn8mX0cVY1SWnJ8xnEAnP5VoEKy4GR+ufSXPhjii/oDB8vqqZq6DFWBjclcPj/nv4Zds+M9lwd23s8GfTu6qvOFI7/A1XOuRvW00BdWLOT6Zdfzp86NfKYyRUfH02zZ9iXmz/3JsKRdKtXBzl3fpKPD1d2tqb6CmTO/7d9Tfr47Fs10imd+90u2r3CZXzUz53DGRz9NxYRJALzQ1c+39zaTcBwWFuQyLTdKka4hgJ2DSe5JqaDBmRtSpPengXkUqEms1HJSO9agVlYATXRULaBz3sXwClyR934mT/sWAPX7j6a92H3ntqJQUlLCxIkT+dv+TnryCikS/XySnzNx4xAD83Vs3SQ/byaLF9+AqurMnDmTO37/ezoqK9nWvpuyWvhU7nJe6a4gZYxn94QTmdL8PDO//2Msa4CWlgcAqCy6iASb0By4YoWD6oAxrhY4iBHfSKUhSAmDZ/tsVjSt4CJNAQTO9r1wPAhP/q6u7v2BJIUXWCsegD4wsJ2ent+DUDjh+OXEcsbmqTdr+zqHeGlPJ+NLc5ldXUBlQaA/6MTjJLduJb5+A52/+AWOomNe/hm2TFhK/bIOhAOzjh3HaR9wneehvhS7Xm1j20vN9LbFWffUftYBLL2ZV47t4GkPPP+I+A0XlBncvWkW1a+Wkgesye9isH8xxbFi4jjU1V1KbWkhTt+ZrP37K1TNOsj6CbeyKMeihN6gUVeh+z94ilWrb6Wo6GhKS44jmWolnWojN28aRUVHUlJ8DJGIq63ZfcffaPve9wAovORiKm78Et3JBpZt+DXP7X+SoVQ3uarghHyLwog7f1gO6Cok9sQYt9xm55xc/jtW6corzV7gP7OYSDCLbSxiLUv0PTyUKKMFC9sD+PRUmk/zU74hbqVBmcbfJr6PY2pfA8WVpziu+jiUNpfpiGliaB4DB3ec9C/fR55YgNmygfTWB1g5a5APHeMmDXfsuIG29sdAKJQ2vIuyvYtJzejH7k6i5urkHlmF2dRE63e/i96nMGvwWgYnRtm3/2cMDGxmYNJmmHQP7bvuoKbvUkxTx4hU4HSu5YEfruHAlo0AzD3lTOb2DDH41ztQJrps7f7IOF5oK2LF9CgvLHDXq9ykw/H7Biho28TK+bNpKS3n+k27+f1Rs4b1Ldi//7c+eD6u5ip+uHcPm3t2URYr4wtHfQFV1Tj20it54hc/ZsNDm1l+xjg6cxOcVWhxTl4na9a8ywWjhIMjTGw7ztfK27CEoK3+u6TKTuW/Xv4NjmPymfHjGdd/PwKHgtwzeO3+y0GozLygGPugyV+3/ZVLpl/iyxpoHgPMMm06Duxj34Z1rH1iJfH+ATRdp6h0MgqlwBiA/nZY7+MNYDlEpxbxatk2Dmw+QEGkgIunXRxs5IEMPSVugry04ERXutJO87EnHWImDPWXkXA6WT6gc+OxN3Ju/1J69uzm+HHHsUO7DYTL3rw/MZGVNR9CKCondb5K9erNjG9q4IpjNfLHn4cSWwcM4HTvQbnjQi465kcM3nEzdfOiVB/jJqvEjiUcaHoFxRGcfvyplEychOmY/HL9L4n0HGBWDsTX25SpOukWiylDbUyMCPYrUV4Tx3Aiy4g3FrP1sRdIHVHO2vaNzCiFWTnjaUs+BToU6DMpLFyAobksUVs2EcXmiF6Fzq+Y2Hl9RCNVLFj4OwoL5qHvfZQZjSXkHkyiGQYXXX8j+1/9IEPeY9T1Au62z+aBth40ATetTzAxGmFZ38O0JhpwQr0spBneWI4ocNbeY2ld9CA9fStRtzwJTCVtOiy/5Qv8LP+9rFx8EgCfvO8vfFS10XKC+FxWKwHkVqZRVAfLGuRghwvoFN2nkfuyRsEUB3W+l+RDEJtdSt4F09i9ATaL2bw4062qHUThgbYeVikqf44oVIkB1q//HKlUM1obJB47mjsvuI5/Vmgc153kll3fJ7LCgtkvQsQNxhVDRVGz7nmZm1AtufJKBpQ1/q8rKs4kdaCfpke20ah1YTs2GrBr/89BFUQ3KUy45KsZhwr7wrFYHbmijkEC+RkA4fk9XZMfJ0+Bvu46SFRy59476Ux0UpdfR0lMZ3Cwne6eVTQ1u7J4xXfqDEUzwbI1rWt4ct+TqIrKlbPeR/e+H/xbwKn/q9bXv5GmJjfGnznzO2haFCEE7T+6mb4HHwRVpfaWWzCqKlEOuO96/YEOLqhbBkDOayrkVsOZbtNaGSd1Wa76QdoDO9v7kwymFQojMMiRnD5jEQCO47B582aeffZZBlLBmprc9xOoy0HtMfhCyW6WTgjIo2EyU3vbFGo999nwfBTLERkxYmHhInJyhkv8hI9TWLCIjRvbeP65u7C83geqHUWxAn9ysP5kFk0+haPOnUhJjc3yFQAOcfNFAKbPvYKy0jISO9wKRTsE9O7Y9m3KKrtx0rmMW/FReusbKL5gKlphxJdnyc1zVSWEsFAUjcmTPsuc2QFu1Pbd78Fkl7BTW7OLaF4vqpnD+C3Xk2PNQGrJO5GTyT1tDvGdFcS37SZ25LXIuxAeyz2hG2zf+wTVpa2olFFZHlqLPNPLcii9fAarXy4jFgehWkyJahRMLeaIwwTPASJZ0isv13dx05Ou+sQN75rNxUfUjbrvjCXjaN7dy9YVzRRu6KM4pozIQLfSaWzL9Pr7OFQWnkDJ3dehJHtpEaV8Mv0F5iw+lfvOn8NAr2DLlmDfc46+KtOfm3sRFNbC36+A5vXw14sQVz8I8TSo0H3XneiOQv/l7v1MmfIFJp/lVm1YH3gfe889j+l9TZy97xX+uLKSrxw1xkB/y63jwABr/7mPvRs6QEBOkc3Us35H2kxQUnIc06f9l88gbGpq4uWXX2bHjh2kTZPdlXWsmXUEAx44csW4Em6cWkNFJJQBVwIwxx2Q7t927foOyVQzObEJzJp+PbS7gU/17BI6tvbwYHIIR8lhalc/k0obMK1S9KjG+Z9ZyLqhbhiEP7YMYZHHNA7yhRdmoybzcVL9RKp6qPjU5agFEV7+5yZAsDNH4emuEv50rEuf+HJOHfMfuYZ4z25SVafxd2GxOMToOYhDgSk4v9HkJUzu79nH0tdeYGlEZ9Vx14Ki8NCxKr8qKGHlgImesunddxzrx5/EuWXTyBlq5KObhnj5mFxWDxRwdvw0Tl1wJFEt6pZw3/oTEIK8449jcGYv6fhGnMFWuPdkKDxAfnWEPlOhriEPhxS9ToJ376zkQtugZw4k56ug2hjxCpTOpbRcMoV7NvySs+/YQpluwzFQ272HeMc/6etfj2oLpuyPgz2yBlJ7yuQex+36vNRq47hqN+v6YuMJXHpELX/EncxvamilI20xUR/iXPNxtLSrodcwcASnF7t686m0u+2rjokyMZfBpUfT0JlLAXFuqaqj5FwFrSTJvvd9mvSkNNYXZ3Fgt1s6XVi4iOtXXEFXIp/pnoZ6dP0rFJgJ4nWTWPqVTwKwuneQT2/bj1DgkoNpPpC3l8YcMKsFXVVuc4ykGYMoNOe7CYB3vbaKnntclkn1976HVliILdx3XpdTzw6vk01Ndwc5sRjVW7dS29TMWefXcnb/o0xRGjlmwtdp/fzXXK3XqgJfZ31WXpQzygqpr7+Fjo4nUZQICxb8hoKCTD3RMXtrbG/HIH9auQ+nyKCvwnVqfjCjDj0EiJvtcTr/uBmRtDFq8oiUusAAQK06yPySRYh0msFVqxh4+hmEaaJfuMTf/7M7gLmjZ5nDDHR1XSXN/3gZZ8BEMVTKPzaf2bO+P+J+YYeppvbKYb9XgKv5E1s4gue6+3m+q59TS2cwZ/aPyc+fETp/MLeWlBznJznDx4+qkFTy+OLS36CFmOCprX3+vw8s+DMVuqDdVLDL3oM+AmNcMtBT6RR6ROd3Z/6OxeMWZ2wzvmA8fz33r9y69lb+1PBnPlyepqP9cdY5FkfM+wmqGiXV1cLe1d+m1XgOYdhgK0yOfIDJs24YBgbF+/t48If/Q+ve3SiqyilXf4QjzrkARVUZsmy+tbeZvzZ3+dvvS4wwt2kaMxrTnInOUZ+ehaJAYmA2rzwJXTuXY6fdZGMs3UGJ045SN5HY7N+g6il6e6toapmFPt5d34pjE3j3KSfRUBPhpaIGFMfh8vjPKcrrxxyvYh/lnn/GjP/218wJEyZwbkcn/ywppjdpUQYUMUhu/0MMlbyfP11wGVP0RhZUjePAgT/gOAny8mZQVHA0CSBqwuJd7rPPnX8EfUMHUU03gbk+Vcj9m/4IQEVhNXQ04/QO+Leu6wW+/j6AoksA3X3OPT1uGWdss4Y604HR/ccxO4Q9vqmF6+7bSDztBhUlyX5OTzdxcqKJia170Pc3MJRTRW/RNHpmfJDuinnY7Tq0u6yBifPLOOX9ARiaVxTliDMnsOj08TRs6mTTCwfpbu5g3bFbeLrU1Ya9augBJr90DC8mCpjmNfXr0+NsNifx/Uvn8xc1SctAnLRXNabpCsKOkuxcwJMl+Tzam+Se027AGdyIpuWi64U8s2Uzql3P5MID9PW9Rl/fa/49dnUv5+DBPwIqxcWLibRHGGhcifNZAZOKac5/hB2rXcZSKXB5ARAi7ZlE2bllMtZKF8AGhT03vJ8fj5uBpaocu3sbZxfEKF16AuO1gwzuuAbNk8eaXPc5Ht7pyppIAF1JK5TRzcf5Jbfyde4943y0uAOde5lTNoeynDLivm685ScOCykGuhHYmAdWkVz3F/5xksLKM8bxYUWhu3ulC56jom04l4qOy+iKb4EX9qICecdU0//4o7R9//s4AwOI+cewMXYq9T/tBO075NeuZ9L4raTKtpJgN3ubfghuDI8QUJRWmXuESiSWh2bezu7xCbgVYr0mdVvS9PU5PHhULpsnuWvaWYMaS57tRUk5KOpcljz7CjdcehaPD6T44i9e4SML6piztAZNV2lpfYi99TcDMG3aN/jx7g1s6NxCUbSI28+6nfEFbhA88/gTefWhe+k8uJ/pW3WemGFQpMExeRZDQ7uHfd9RFaJAonc5id7lXFcBpqVj4CYo4s0nsWPlpSBUph5RwdmnzuOJZ09gZfNKbnntFn522s+8+09gJV7hsZ/8g/6O5oxzWDbsfuUAu19ZRvX0mZz72S9TMm4sofdWWfrgAMltXaBA8bun8pd1twBw+YzLyQ3JZyiagq3H6at1m82Nn/ZBd//Vr7KoQWBq8L2yJI1NOXxiwSe5bMZlxNe781iUCBFFxxSQNiOszv8ithpjltLJp3v7WdvUwPg585nwRbd6QXntMuhfj8gphubNqP+8lVPGnUFy4R+wgeL9Z1K1cymXTDweM9VFUcUMOh/fzX0tD7IjsRmRO4V4rsqZA6eTf94RxNfpQBNnzXC4fXIRqziRE1nGlIF3U7yjGF6xeNfkU6D0aYy2doaWunHKhJmfAkD3WMyW10MqJoCrTewyyIlN5Igj/kpOjrtIpva2sGCvCzSd9YnPUz1tJgdeDUgCG4u+wk8OuMSbr25LsiSpUP7JeaR+9BcAbNtioDtJcshE01QKy2NEPN/1+OICpr//TNJPr6Cr7iGa4z8H7Wek0zZ/KTyHlTPHg3A4e9nDFHTu5vG8fMb/8hZqZ86hduZsCDHQ86pSYKdpbLwDy+pF74pQ1HsuTE6gHX02ar8DBRrGgnLKjp+KZQ1go3IH7nu/6MWnuOq0pXwjVsqeeIrrFsW4NnIby5Lz2Jm+gmZ9Mo0fDZqbrijP4bSSW/je7p/ynn9eDxf+yv9b2F8GUJY1ohgRii+/jIPLN7jXq81l/55eVj3wAAeMdoQCS9DQAFNxAffSA0eQs3Bh5rFCx66oOBP1gOsbSwD9/7H33+FVldv6P/yZq/ckK713Uiihd6SjIChiBWyo2LvbrttettuOvRfEhoCIqICA9F4ChDTSe09WL3PO948ZErLB7d77nPN7z/U9juviMq411zP784xxj3vco6SkhNbWTswWMJs7AKiszmH5F9/wUYTiQ9065FZUbUpC+WQjUlVnJvqSSoSc3j5YQSnI83ueB+CizItIsKbQBkjy6UmRP+2PTZYligofBWRiYuZiDxuDLEk0PPkkHV8pPkXMo49gHqXEZifv9Qj9MTIiSpERMO5VIfcbAt19AlJTb8dizWXHwUFADcFusPO5nwoZajRi03UxesD1ANTU1LB69Wqauv2x8PAIZBkEAeqjzYBEVlMbk9vegKV7YdFPoFL3Sdo0NGQgdstDnWQ6+4NSX7JU9Owznv+p25QUR1Jcsg4Ajd+KyZ1IalI6oaF7CaKsmbOuuhOrVam8DQZ7/f1AoA2NJpSwUMXhOAmIKwC6GhAJj1JwtviCG9B6wvEcacFb0k7IrFS03fOG1RKKp1uZMybmAozGXvC8ddl3eApAlR0FtGLsfpfM9ZeTdtN8BL0G4alfkJGRCKK2xUH3q+OXZDwy+Kw61EYjQdFFas0PBMcpDPCGQ1P4cv1BRs9Np9+I6B5yW6MvwHtljWwuN3BBdC6pkkACEFnrwLW/EfOwf63R+EnpFX9Qot3l586vDiHJcNGwBK6b8Mf9ViZc0o+WGieN5V1cIOoIepUT62ppZsvSjzixfw9Bvw9TtJt+cytBVqHZ0Epp+wCqsPOCNJuF5w7nyknKvXP1qWAfcuaqz8QRcPUa+HQOgdJ8Gi6cRHCBG+JBHWXHf1ssku4wVkt/ktNu6j3XiAgib7uNxmefZXHxL/y1v9JLIPg7+N9/p/2fANAdbV52rTpB8Z7Gns+SB4aTOmEdDS1V6PUxDOj/GiqVhoaGBjZs2EBpaSkAXo2WTUMmUGkLByDc4+QvdgNX9kvobTLQbaeW7ytN4bS0tGyivuE7QCA39+8Ytb3lW9OuH4CjysmS6ipAZnRNG9hBUImcs3gAkUlWtMcV0CSIBpUs8theLXqvmWDDYTTWCqLvewFBpaLTHeBgZQfkhGAPM7I+K4BTJ5Bh0nPNiFSavmtC2LyVjsv787bPypGEvq27zqrx8Z6rkZyj3/JkjcKIcOsNvND9/fann+O9+58GrZa30uycd86wnt/6YsIYtbGaUS1edkdocNivYNIKL3Urf8Czdz+CKZKQ86cT89ADtORfBW6Qdr6Oq6uYYHcJa1HXYAZFmVDbjTxXPZIIYz86En4DSqC7ZN/eNZuse0ajDtHzSVc491+j5lUpBzhMoL2Rot0PgB2SGmX0fgnEM2egHi6pxYWJFPkEZ6t+RK/2U+uMpawzjXfGpvDREeXef16nNIK9I7wMTUOvw7C7eTbXAQeq2qlpc4NNx+CkMJ6dlcuM/UqWb5FuDZnjnsXvb+H4uzfS/rAbMQrgKIKgIy31dpKSFuNdvQEQUXc3CDR0Nz7IfOheBI2GnR1OFuaX4ZNkprgF7i/wETxLcWbFaACJiIhpBKt7J6isihNEf6ssxrY5c3AMHMoL3x8lDR+JVrBqncrzKkssPmsswxITOTFOYYX5NMmkUkYYw6m55GoktxtNdDSxrz2Poc2DFyO3JITR1rqZisq3AcjNeR572Onl0H/af489vaaAgCRjHBKBH7goOoxRob3zSLDdS/MHR5BcQbTxFiIXD0Q4sBl8SpMRW5uW9q+/oXnJEsSWlp7fqSemgzmDwXIVI9rCTtGx7TU5IBJo9hCs6/YyZAHV4SikYHeDv4BE+9dFRN0xFJXuzL0GQNE+D7ENPeXz3rkyhnquijHwYYOfx0prOWtENrGxfbPzp7IbIk5pTFPeVdVnu6ykK/uA53JAovOnKhghgCATqVEcsy/bdDw3/HQGAIDcDaBrZDUPjnzwNPD8pGnVWu4feT8booexbN+9XBbaRUfLL2xZP5WovZE0ZRxBjFLG0pYLhHytxle1jOqxFcS/+gpqmzIHe11OvnvmrzRVnMBgtTHnzgdIGqAwVPd2uri1oJJKrzIvXJcQwbRwG/kOD9VeP45AkJbjlQiNeqLbg1zgLmPyM1f20dT91N+CsSrY04Q0um0/yWNnsjt0LVZbFaKopuzoMDIL3ZR31046O0VWvn+E92aFglHF7O3bGRF3GNLAfZYMgkxExDTCwkb3uSaRssykTZs5npICQEN1DSnVh2kLTqc+MprfLruZebJIdY0imZaYcBW6bu14laz8M/TvT9AeyUmKmyjDT20uApKKIVFDCLX48FKHEOw9x5iYeX0qx3oZ6H0TFUkJ16JL+BM9/3dNlmVeXFfEm5uUoCQ7xsrwY1u4bNuXqGUJUaWlPmY0VSMux2vsWxljtOnIGBZF9ugYIpOspyWPAASVQNrgSKIzO3nnwFKWB68EYIpjI/odEXg6ErCiRhIkDuk97NSpuG9WNvNHJvHlAQUIDXYnoXvlM6QeTWtDyBiSEy9DEiU2799NWswMFn9XRqihgyVzWwjX12IwJqDTReB0FtHRsQeXq5iOjt2gowcYhnZOthDpFCGAjlBDJHZjDDpdGAZDPPX7bAS3K6zWhJyB/OYKsComE0mlYk5kKG9NnN8jYdDV1cje7gEFQUd8wuVoSxWqTkuwkxAAh4rIuKuYsWozu4z72TFoGJWhudACZyUo7MxTG69qVWYi/aFEuUx4dW0E2osRyg6gevpeVrhexi4HkSRfj4TSNqeGxBoPGXqwaBNQ1QUICiLLv/0CjScBa9x5aCwC9faxBPcqgXeoPY6YqGxijrajwUFBxA5CEvYTMDUR0LchCKDWS6iRkOkkeIoSoidmKwXmel6TH+NIiB61AM9kJnB1fASeyX62fFVM6b4m3IxifIGP3waaWJmlI2ZVCQfWVZKQVw+RSuVQUuJ1VKn6sbnmVbQqLe9Me4fMsF65A5VKzZRFN/DNkw8RVwr2aB310VOwqy+kubqWtoZOvE4JKahGFnX4JTVqXSehsYVYYvPRh9Sj1QQR/SYa9l2Oo2YEKrVAQnYYEy7rhyAI3DfiPuZ+P5eN1Rup6KzAfbiMlvJ3kEUPXV5QabRAPCptMoOn5xKVYqHqyCGOb9tMfUkRK557jAVPv4TR+o/tdP+0/8Q611cCYBoSRbG6ggNNB9AIGhZkL+i7oVqgM24rssaLUUjBHjYOWZJoelmRnVo3VKAmVCIvcjA35d3U8xsA2edG5XXg1Fl5R/0oAXU8qmAbcsurHN2prGdDz53bs6ue/iqTHqRjWTlS1zRUQ99FNHSidUShOjAUj96JUWNBb4jEe0wBpGczhtmc4lsrYShdtOPLNHKB3c77wBHy2CJP4rKmfohSELVKQ5Y7nXrAbWsGDWiFEKIizwboqVLxyiJWQEyUQQMqv47h479Bp1N8R7/XQ92KzQA0Z+nJnaD0uNGERgD1FDKIF9oU9vbVZT7mNYiELx6INsqEqpsdfmxrNeX5bT2nYLRqYY4S902LsKGNMdNv6v0c2lmO2q74Z26NzI9ZCph1y4FDxB3cSadBi9Pl5PjWTT1VemqrivCUGDIa20mN9lHR0kKl51sAIuquwpCtSLaJ/l5QSYi3IAgCKpWGTUynRkjG6vWw6IdvyTprIK8lylxWZORImIbrUFiO6Lv/AZPbJBYOS+Kd1jb2dcEd2Q/RWPYetx9ZDgMv6nO/ATQeE+r2INbzzkFjt6MXlWRZVXU8P29SSE4IEBcbh8Yv9uynvT2GQ5FDkY8dIydHqdhSjvsUAD1iBqgraQ8NpVajYf/333Pw4EEGD+5txGcQcnF0xNAp1JJAHHKqwMzUmRxsV3wwWfajVltQO0YBlQjBXrbpsuPLKG4vxqazcduQ2/C3KM1WA421/Gn/vjU2rsHhPIZGYyUz40FkWabx2ecU8FwQiH3wDkJHxdG8+xtO1DXTqqnHYIbpqZtxqzQYujRoagXk9N4kh8EQS2LCFWiOHAcU2Y7dZa2sPFjLkdD5PDsnBJt1PFu2bGHTpk3IsozBYGDcuHGMGjWKjVveRCsECWglREngiO4q4nRfQvVu2P8xjLiuhxzq96fi9dqQumMJTbeUUlCSFWUAAFQ4urIoKytDq9ViNBoxm80YDIaecURRzYkyO4KkwepKZ/S4EQw4Kx5bhJGDB620tUNIyNAe8Bz6ElQBIiOm9rwLvQC6iCypELoxI5NmMDl33UKgzkX7yhICNU46VpQyIj6T9qFp2EKc3QC6ipTkm6j0+HizsgltZRtXHA7BkjGNEKkYT/c+RZ8Zp/YcVKbu/WrUBINBDtNAoTkVh0bAgR9Nih5PVgx2s460xmzS2U7Y5DY6bS3g1eFvnoKz3ceGjwvY/X0ZtggDJ+K0vBcl0SnIEJPHMfIIjezktn5mzit20b68WCGiDo/hj+xUCZd7l+fT0OUlLdLME+f1/4NfKibJAYbPNPH9m/sJdXcQ/DnI2rqNlO7ZQsB3sheYTOwIhfnfWmjj0CETal0Oal1/5qgjcHxVybLNzcRmhpI+pndOCTdMofPncjzH2xDbvehTQzBk29FnhKKJyiU48xPKr7we0RNA6MYktHeOo6l1JYKgJifnudOkUsMWzKfj22+hpIS5tQoBpdPRhdvtxmT69/oc/Tv2/zyA7nH6+fb5fXi6uoHJEdEMm5mMJdzFjp1Khjwz82FUqhA2btzItm3bkCQJQRCIHzSYDyLTqAyI6AQY11BBRtFhKmWZt/ftYtKkSeTm5vY0Gzg1M+x2d1FRUURzi+LoBwOT+O23WqzWLlSCHQkIAkdCBDpqZKJ0Gu6/Iosjh0FvhuQB4fj9LXS2bQKU0rP5te3ktJvxFf8EvnyS3vwaoXvfX++rItDdlMWjEzjSTykgeSQtDq1K6Amw1N2lMsFTFklkmZw9P3LutlWKjpogYJs5k5ABA3o2eWPRzQS0WkYdPUi/e96g87G/EnK+okunTwkh8poQQlc+hFq6kK1RGn6OUDOzPgxD3kJlFyotbV8WI8Yrx+hvFTmekQSCA3NzHlccvEPpVgw9pS+C3LtIqNVWsi+5C7VG8S60Ki2iWqBrSBbm9sP4s0DW+VC5Bey7Nch2EMQAQSlISXsJhW2F5IbnUi7G8ENzBypEFvM2ESoFgNtcPZZzBsSQGt7bCFCUYVyohTFGJ2XdnxW2ZVDtTKO8xcV1n+5D6q8EPYsnpfHXE3V4ZYH+cj4ThV2UlS+hovwN5P7KNVcLRqJj5pCUdB1ms7IwaDUq8It4uhmlQbUGbU4O1smT2drm4MojZXgkmQlhFl6o6e4iZLP3aKaCivS0e1BVdZ1MfjJz52aFAgZsyJvOcy9uxhuQeHhUtzwHCvg5yGpizOBsROfJYkywmnJpa92G8PoRJLeMacQI4l95GZXdxuWbr6VWTmSaZQH5h+4BlIZjMTHn86f9z9gPh+vYVNSMEGukU6/CrFbx1/RetproCtDy0VGkLj+aaBMR1wyg3b2LgLcSBCUIWvjhKzSUKqX06sgILGedRef3qzl71w+0TxF4UFKiMrmbuSDLMs6ttbj2NBBs9YAMrqhWGAw6ZzymtARsUxJR2/Q0v3OYYKuXzrXlhM3NOO341WoF6I+Lu7QPcHbqXGkxZ3FfRj9Wth6nxO3jw9pmbkjsW652KqPnZKPSgBjgwW0Pc71JaeYFEBszr8/vHNtqkDr8CLIGWVCe+xM+FRgzyLXnnvGaqzTKezI5blKPDNU/s2nJ08gQP2Lz0sUkDm1HNNVTP1Yp7VM7NcQ7ziZ++DU4WtbR/sUXuHbsoOrqRSR++AFBnZYVzz1GU8UJTCGhXPLYc4THJxKQZF6qaOD1ykYkIF6v5bWcJMaHWZFlmVF11Th+/om6TQfZFbsQUSORbmtkynOX95HqWVO2hh8rfyK9n5kMsbtpmkHLt+2NpEd9D8CBlggGttSTdugYNbNG8AvRhCRY+E2tosOoItQpktvYH3VsP6AQuVuiIjn5+tOuhaDVYm9vZ3DYMDoBv8/NhOaJWI58z4sLr+cHVQzX123A661GowklJuZ8xC5PnzFCLriANlV9z//ne9R0iso6d1XuVQhahTlF7/JAfPz8044DAG+wJyA1tISScPG9f3g//7S+Jssyj68+xqc7FWDqhrPSuMXWRu37X4Es0Zg1meMxs5G65aL8yNRpJKo1ErlDo3hkYV4PqH1yPKDPfBAItFNR+Q4bq3fxqvwQCHD+/p/YZf+CqsGhXJI4n+HCZD443MWvlT7m5MVxw0RlDdV0j3OSgX5qA8cePXApyP6Dx/n16yOYOyIAD7frNJS6I/l4eSyPL7qSpNReOQ1Zkqj/7CVq932IZBbpjAjnm5QO2kUVAcHM2OQ5TE2ZydCooahVvYnDjoZ61q5RwLZz77iPhqzBrD5UgqRSM6i6mJeHn9MDnnscXZwqLxUTPQe9LqLnmPe2HiQdiNNHkd4xg6pPvmTchIPsGDSMLm0OD4x8gLkZc5Ufn2y8GggwSpfDBUdy6ZjwDQBqWxPpa1ZTrXXAqpcJSAEqKt/H7S6nS4Q1HWruN4dCEPTdDe1qvF68mjFgBWc3m5uAjC1Jw/T5eUSn2BAEgYaX9xNskhgcmIO4bzotwVo21n6OXg+55yyiq6SZti4BUW1ACuoQQpqpGlnCj9ZzqBNMmFQyHw5IZ3K44kcZLTpmXNuf0GgT+36sYPxxL+XRAaqiQtiSq+G8Y80EzM+hJUhX9TC2fpNLMPAj48Nk+p99AQMien3Wk5bYfxBZYyZQtHMrEw8nEF91PjucIhDT/a+vSSTS3JSLY/ckNGoH2ohW1K16wmurSe16i5h4HWl/ex+1RZlY0kLTmJAwgS3VW/j2lSdQHVeCSkEdwYDJs6kqCMXnUTHgrHgmLsjCX1NLenwyYy9eyFeP3U9HQz3fv/gMFz3yNJpTGLV/2r9vvvJOfMXtoBKwTU3irRKFfX526tlEm/+BvaeW6YhXEl2JKYsQBIHOtWvxFRzHo4MVY1VoVBoeH/N4zzt+UjedplLckXaeiHiSOnUcFrWKRMdywkta8bnAGhVF2tDhPbs66b90HfJh9J6Ny16AI3YPsgTeFWr2elejFiUmN/hIe+NT1h5aS0tjA1FiOMPNQzB4NSCDv+4A3j2reHN8NVs0KqJ9IUyXz2W9MJN3hdtYlvc5l647Roo7hryoFGXnGmVejE28uEfy7uQcc6yjhElx9CABUfqzesBzgG1ffUagvQunMUj1kF7ShiktlxN1tSwR7iMITK8PcFsTRFw3AH2y8i6flLIr3deAWpeO0aYj6BPxOAIkHHbgzzYx226jo7GB7199mpYqH/phITCCbh15mCRvYI6tAXvGnchSM0zKocFVRmnJYWqLCoEATSFmmmwmOtw6fMV7sA7sQOuKwdYwmkDtfgwpcegH5GHL0UNrR8860R4U+BalKnJR6SaC8zs5yD1IhX5uJo+/8zCSoCa7uZizO21kdtjI8kHOTUPQhBuZmRzOC+UNvFbZyLNp19OR/x2PRA9EFZXVx7/VHvcDKuwLFyLLMvV1uRwoPQ+Xx4ZaVpEjxjP2winEDUnlt29eIthdzdRyIhOHz8e3337bM5bVamXQIE83+djChg3llBWV4DlHSYxwUAGPdG4/dOfjsgbei2NnHbv8hfRvH8DQccNQCao+pJSU5Buor1GAMaGbXbyxaiMv7Vfen7vSr8P/9ifU7/kUFkOgo4VgWxsau50/7V8zSQpQVv4KAElJi9HpImj96GPalypyQzEXJBNadh+UQSTKv4MDbLSZdbhNyvsfq7kIHyt69O5PNY0ANsGDt7OVv684QZa6hZF6A9t+aWFt1996tuvfvz/nnntuD7AoShq03ZJDxe39uOTip+B4Jvx0L2x4ArJno9UqpD2/TyETnWSge7paGaGpIs3RSXNzO1YrdLRHsXXLutOOT61Wk5fXiNkCLS1JCJ4I+tlGcvZNQ7DH9uIuJ2Vg4+Mu6/P7fwRNo6LOOeU7Zb7obOlAzFCk8wCyBz2AIAjo4i1E3TwY57ZaOtdVklBrJrFZRZtRADVozBfy+B4vy6TjBJXWf/x0lp1HDzWQkRGDx62M135iIhFWHR5R4mCXm/0JmVTZwngvJBLpHxuBdzqgE+AuYrmEe1JfIBawbhAZffRVOq/7G4e2t9HZ7mVVvMCOaOWgIzuChEvt1Idp6FCH8VQq/JgYwvkFLqasLCGq3YdtatJpkqyn2kkAfcPxRhq7fOjUKpbMH4JZf+ZeMi3VldQVFVBfWkxjWSmtNVU9hCsAPHB8q/JneGI/IpLPoan5GNb4N5BEFY0HEkD2IPoOIPoOoNZGIKgzaa3NoK3eRV1VBTHdJBRheRwOb03P0N6idrxFSsJYZdUSKN+J6BHQRRkxWNwE0FDbsgIEgcTYBVitpycBBI2GqPvvp/q660h1KElYNX4anUFS/+fw8//3AfQdKz/2IikAAQAASURBVE7g6fITGm1i+jW5RHUv7sePP4MkebDZhuDzDuDdd9+luVlxfHNyckgZP5EbK1up9wWI02tZlpdGpmEg+/bFsnnzZlpaWli+fDmRkZGkpqZitVqxnux8ALz77tuEhhaQmtaI32dk374oRFFZ3IQJc0Cl5qvly1kTnwlomB8bjsXYDZAKIl1d+eQfuQnJdw4IQ4jxebmxUI/34OcEaneS8vVXqMzKpBMUJT7dUdmDPBf6/KARSGgLcnZEtzPTHWBpukFpUZQ5Wbsz7vA+zt28HADzhAlE3fsXDP36IcoybFaAt8PxyWiAe47tQ3a7qbv/AQKNTYQvvg5BEKjorKCxbDWjge1DL+Hv6RKDd6wlvv8UJJ8RyRnAc6wVURuAKKiLTMAVlo8gaogqXEiTrp3QDj9qj5NA/UEs49MIv2QYDQWfAZAQPx+NpneSPSm90O0L9YA6ps0CDes1NCXaWZv9Gl/LR3AFFIBY1kTgiX8e0HOBdgcp/nIQwC9q2euwYAu7i9krLAj2Z5G7SxsfTItF1dnraKwtn05XMMC1n+ylzeXHolXjAL5v7mBzuwOdANfI7+HztVJe/iqgsE/D2waSffcXpzVZPDnRnUxoBDQaom+9hQNd7h7wfLLdykcDUnEXFOEBBKn3tY2NuQCLpR8CSgm6VhSZsk/RaS+Kz+axowrSPjw5jLRwKwQhnVI0yFwSqwCnwikyRCFbw4heokbllbHNnk3cc88iaJXmhmNQmpUUHT9AMNiJzTaYzIyH+NP+Z6y2w8NDK48gC2AeGI4XmRsTI4nSd7OZ3AFaPysg2OxBHaIj4poBBDVtHDtwFxquAyClrppxpYcJmCwk3Hk7YfMvQ9Bq0WdmMuL5vzHs5yXE/uVj3HiQRRmX30Xj2kJ0u9w9x+FUu6lzW3E19mevaOSbpHeZEpjC3LC5hF3cj5YPj+LaVY8h244xu69DnZ52N21t20iIV9hfsiQRqKtDptcBjIyaSYhWw4NpsdxbVMMzJ+oZFWJhkFaHr7IL2SciB7olH4z9UHeE4PN28t2x5bQ1NCGlKY2cbbY8DIYUZT+yjPtAE47uRmKCSovcnTja2KXh/Nzzz8iEBQg3RxDscLEwa8EZvz/V/FVVtLz3Ht7vVzMqECC4TkvzjUGkWJnDrTrqI6Ywe8g80uIHYsobjGnWOZTdfAvBwuNsv+xijoYY8AqgQ+Ask53gsq/YFxHNA3GZHNUpjOrzPJ08VFODJX8rje0dOH/7DX9FBT6djf1D7kHUGIgOCzL96UsRTgEqKzoreGqn0jxt+swrMPymzPF1SXGYg7swGFy4JQM/SAEuvvU+QvOOEjZ+HFQ2UxGqokKvBNvzNx5GH0jArw7lJMfbZs3rU1Fw0gStMjeFCDo6AZ1OBRoz3igtMa56GsyxvFpyiPkoc7pabUQ4VXNTo8F27iw62j/r+WirUxkz0ZrIpMRJ1GiVgEPV/YiGhAzHYu5lnULveufeuhOUvqKkjzhdOudP++cmSTJ/XX2UpbuqEAR47oKBXBAhUn7ZPbh04bRNuIKSQBrIYLUbSB0fTb3ZQ3tJKdrKKupKj/LsS5uICrVgsVhwu900NTWh1+uZPn06/fv3o6bmU8or3qJV1PASLxMQ9Iw5to/bPvyc8NfO4Z4JDxNuDGd3WSvrV5ejUQn8ZUavvJPuZK8Z+aSEi/IOiEFJ8RMk2PDODoIV8ZiJIKDyIcgCer+O/gCt8MOLB8kYFsX4SzJpr2zj6JLvoKKaiNZYGrNl/prVguTWMS9zHrcNuY1wY/gZr9eWZR8jiUFS8obSljOURfknCKrU5NSWMu2npawtO8C8Bx9n+9dL2f/jKvpPH4q2u6I2MekaoNe38cjK2p2jTaT5lVcBODs9mb8Dx1wBpuVdgvlkpUX3fyWfj4Xfx6IOS6WjO2EWdsVlaCIi0DoUgCRc5eVE+WuogFUdOhYPvp2J/nh8pb3nUe7Tofe1k5zWTn6onpY6ByX2AxRF7qGg5lzuibmHCGMEHrcDLWrEVmXs/ObNCEGZMQEjaQYN9V+8jiSoEG59nK0RuTwf6setmwhAiNzO/dKLDOI+YGLPvgVBYNScNJL7h6PVqxneUcsFTR4Oppu5UP8SWlMHwTY7jbsXImIF7QwmVcSQe+8XOF6dgHXSpL7PsCiRMuR8infvIsQZwCefICxuANljYonLDMUU7KT9tb/j3L4Tv9aKW6+hJKYF9ehBLLjiebTxSrmxt6iYqquuInikg5pbbyXxnbdRGRSne372fCr27UV1vBmVWo0tehIe9wBqig34PAEi4gz0lw9SseBJPAcOgEbD7g8/59P5dzJhxftQeIzVLz3Dubffi95k5k/7z6xznZLkM4+IRgjTsaFSAcjnpM05bVuHZT8BUzNqyUpc0oVIfj/Nr70OwPpxZhwmHzcOvI6MsFOIAd3ra75BxZ2hL9EmhBCv17J0UBqdnVeydpVSobMjporkqg2cnaIAm0J3oszf0IFBAy1DFM3p1mOh1LttoIKs+lbMkydyc92DHBIOoY5V8/qU10lNGNuz++qbPkHqqGRa3BS2sIUWbwcP8AEaOchPwhwc4VfQcIMB63vPcah+E2mDew89OrSXXHByjnGKXk61pCG39fxddmAvB39eo5zPgFas6l4APSbhOm6qn04HRvp1iTwbMBJzexZqc3fT+KBEZ7MSz6rUEtMW5ZI1KoZgQGTXqjL4tZqJR51s2LyXjvoN+FxOTCFhDArvZZyG4mQBn9Ga4cJnqyDm6HWod/mIJx6tEEcgaRoZVVvxyR2ow1OJNiXRlPEcQcBWNpXK0o+Irson6vVNqMPCMJQorOlA9zrxbHkzTsFGglzF8KzP8GokwI+6FYY7S3gj9GVMTZm4CnyMNJyDIIhoZ0SgCe9u8CcIPJgWS6ha4ImyBt6Ku5D8XftZMiEUlfoUAL1URt+vH5rcXFatWsXh1nwghATRzthgFnFjMwgdositnuzZoqkRmK0ZROmkoWzbto1gN2DqcDhwurzYbNDQEE1JscI61gQCRAaDxCQlYf12OdpYN/4YxScOD5+AP/dLUvZHUqFu5viG44xPG9/D3tXrY0hMXESjrlvKJSixv3E/9225D41f5L7SbAYueYtWpxM5XYlT1VHhqCy9z8Of9sdWX78cj6cKrdZOQvxVtH/9DU0vKDX+UYM7CdPtQJIFTshxdGJBazDhVbcCblSCngEDX0O/L0gtK5D9SizjcDgoKCigpKQEV3kl8/QBKD6qcBG1QCd0de8/JCSEKVOmMGjQoD5+sCj3JvFlwySibAYYcS0cXqboUf/8AP3O+StdXfns2a0DjtLZ2clHH31EVVUV/TWADKKoJJQDwaHEx8cTCATw+/14PB58Ph+iKNLaZsdgbKK5bBxDk6Zw9uJBqE+JWQAyMu4jOno2YWFj+3wuCGoEQY0si6jVFuz2cT3fnWSg+yR/DxM+LGwcYaG91cOCSsB6VgKGHDvty0vwV3Yh7BrPiv5DWCPl4FN7QYARrUFqjAJ1JjU3jY1jkDiLibQwSD5CW+lkjo4RuX1nAa2BICRn9Ywf29xKjKOV0LxBRBl0eCvKKOpyURETRb0Qz9vqW3hEegxXSw7WquPY372LSW++zx2tXg76lbky84SH6QddpGUUER72Br8Ii1klTOOARuLAICMvBWTe3FvD4PJOwi7NQhNySmnfKXZSm76xSxn3pknp9I8L6b3Pskxd0XEKtmyk7OBenG2tp42ht1gImCModWhJVVvR+NWoNNE4HZm4CmRSpikErLi6IKPid7G441bGmj3IVQWIgRYItIB3JyZDLEltYwiIWswtA9H6wjEOjMDYPxxNpAlfaTuewnb8VV1IjgDqiLEYR+uJfeIiOmqvB28RCALagETq6o+gTgujbwJTX6zBPG4s+swMqqMsJFKFRiuQGvU/W9X3/zSAXlfSTuEOhck25cqcHvDc4Sigrl4BE1qaJ/HjGkUXzGw2M2vWLKSkVC49fIK2gEg/k4Ev89KINyhgwqhRo8jLy2PXrl3s3LmT5ubmHuAdYNx4FSqVBLSSlHwEAJX6IsaNOwuNRkNzczNqWUYEDre0kR+nAVmmf2MVcnR3AzfRxf4D85EkLxPFQpqcU7ilEFQFK/BXbiXi9tsw9u/Nwvx8rIHaDg+WJAvtp5z/xELvaU3V1KJIuKeTsT+u4lD8lTgsVi759Ud0GelE3XMPlkmTen6jFgTUQq+yw+XxEUx4awlNL71E24cf0fzyy7i2bUOXnEzdkW28UigSVK3m5ogRlCSl8v6imbx3zlnIAQl/jQN/SR0NbYoesStSkYkJ8Z/HTXFvUqdr5vGlQXKrwbrgUqLvv53mFiWLKQgaEhKu7HNve5hlp3ymEnTEJC/AqVoG1QamP7kNwwCBzaPNBJLj2W29DlHWY/DXMJGve363v9MOsd/SFYCuQAdyqB9UehKFWqKFcNQaZeJR67I51poNKE5nbIiB2LgQdnS5+LFZOa8bY9XE1NafJIBj2qYmdJma1BXPnAaeK+fRfX+62b9CfAKNo8dxxcESPJLMFLuVjwemonfU43HUAAYEvwQqpYFiWtqdyrl3729cSwNWt5Iw+DxpPOFmHQ/NymHe0Hh+WedBq4VMTxelZw/E0A0yndqIp/nvL6ICwhYsIPqRh3sqHJTyQS2yHMDlKkGtNnfLHvUtq/rT/ntMlGTu+voQDm+Q+IERlAkydq2aGxOjEJ1+HFtqcO2qR/ZLCAYNEdcMQG3TceTQvQQCbdi8LjDC5H07WZc0guUj5/HzpbN7AE77VVfh2b8fx/oNODZvRB06hj21uzn+ejEXt8wA4KPIVWwI3UW7uksRKz9Z9VBbwObazeS35PPQqIewjI3DuaOOti8Libo5D210LwAQGjqc0NDheAsLaXj6abzHCpA9HmRBRngFZB34Hl5BdWghF99/HxtMJn5xu7lmZxFLtzmxdaswBYd4IRL0x/rR+P0BAM6iH+N5ktKUm5HVXmr3D2Hfx78xaVYykU3unqy2vl8YKo0OKehGb0zmmpH3MTV5+u9e+5NsWeH0vik9Fqivp/mNN+hc9T10szGMgwcTdtWVFCd18mXxxxR56hAqt7DvyC4ynZH064hAXduFHBcCpzgzZq+fwVWNCIdL+WT8VN4eOAGvzoDV5eTuZR8w6cBuPMCpPG3JZOPoqPvxyqGEROg594HxfRxRSZZ4YOsDuINuRsSM4Ma8G9nfVoGDKgy2LsLNSmIhL/cJVo49iyhTFPQbia5Wkfg5qbF+RVw4M3a+itFtpDG39746qs+G4ZxmPdIp3ezwCJ+biOZmWiIjGVlXwerMWNZLZ7HAcoiUFCVYP3X+sU6ZgiYsDFWn4hiq9EmU+ZT19fKcy1Gr1D37CBeHY08dQ2zM6VI8PYBinVI6riea6JQ/K2X+HZMkmYdXHeHLPdUIArxw4SCmaZz89OCP1Oc9jqTW9cwJ6WPCMCR1cejoWlpbW1EB6WoACauhDhknPp8Xj8eO35+I3+9n0+bXqW84jEaj3KMvNE/QJYag8Vfy6PtvoJZlnhr1GGpjCLIs88IvRQBcOiKR5O5KMcnrRejsBFS4m5ogxk43eRHR62fBajf6wJV0hSkgaHztVlK7tuOyyVQKVtpCU2gJS8Puy6Z0fxMlBxoRZAHUuZCey4n0uTRYyjGqPuapSY8zLXna716vmoKjlOzegSCosF10JZd3J8Cn2K38PW0YKzZ8Q83xo3xw23W4OzsAOLZ+P6NvHElM0jCsFqVheI9v0x3Xytv3KolzvZ6sRVcxpLqDgw43G1q7WBjXnQQ/yVyWLahCBwOgizTjpreZklalRYXMhSFdqJA55lEzN+8ZLug3j/Jt6zgJ+TQHJIz1e5mQ6ST5kSeZLgi0eFp4/UADxaVKVcvm6s3cHL6AQa3RhOsVv7Xd10izt4YhVU1YBC0NjyqNSiOvuwb99Rfw3t4i3D6BBLWa8wu7GB3zESpLIYfzF5OacjspKTf1acAck6bMkWPis5hLGauauliaeBGPykUMVF1FxsgWvjy4jlDvebREDOKAwY7z0SXkvWzGNEIJnGsK29j0RRFdzR5U2sGIvr0YTce47K/XotEItH/+OY2vvobs8aDVatk/QubdoY1oQkP5Ye7raA29VQmGrH4kvv8eVVddjXvXLqpvuJGEN99EbTEzMnIEo4uVqqmQ/kmYGlLwCmo8jgDIEmmr/0qzs1f24GhSKg87REQ1+M+7hks+epbyg/tY9vA9zL3vUcJiz6AR+qf9Uws0u/GXd4IKrJOTONB0gFZvKzadjZGxI0/bviFEaWJN20CObf4Ny5YdBKqqUEdEkHnjTSzwVrJ44OI+vxHaStkeoeb+wVl41SoGWYx8PiiNaL2WkuMyIS4tQQ3kRzXR8stLdGormeAfji/MCZEgayTki6rxtlUj+lTUH4hEVKkId7hJbu3i3oiNlDb7MGvNPDXuqR6Jpp79d6+Vw8JGM1w9m6RwAZVwFwvlT8hJuIhXa3ys6fISctkdXLR9CWkoTD9Dewb+NUHkyyUEjap3jjkFSDM6IrCGKhUcRTu3snbJiyDLxIweQp19FWndjSNFWea+PV4KhTBsAZk3BCsJV2T2MCJlWWbz0kL8HsWBGj4riaxRSqWHRqtm/MWZqFWV7Fz+MY0dCrwXndaP82+7DdUXM1GlnockqPlb//4MDz5KYdGjOKMOUjH5IcJr5mM5PoIoWc00QQfJU3uO3xG9h6CxFcFnYOe+QtwqN0MXLyZWlrBAT8+ggCyzr9PFsnpl3bmGd1FrAmjLBEK+UaPtCKHj3PmMLBqOK9iJrJERBBUVzqPsfvdHJrquYfic3mTETckxhMs+7i9tYJs1lyn7S7nUNJRh7MSEG12ZgPnCc1m2bBnl5eUICIwMZDBATESl12Cd0ttsUe3WEMCPZb2KqGcuIiEpiXHjxuH3+xX2en095eVHgBZs1mlMmTKaiKYm5Ef/ij4pEWnLVsT2dgKRQ2kRDpGedg+iLLLE/zEPqq7CKXlp8TpYtmwZU6YmA5CRfj9qtRGNVvG55GCQuzbdhc7h5bmVJqKqjiEB+uxsQm45h1ZeQDAbUOn+jP3+VRNFH+UVbwCQFH4lDbfdi3PzZgDC+jmxZ7lYI47mA9XFXHH+OUzvH43NoKW1dSs1tUtJS70dq7U/Dq2SEJSCQVavXs2BAwf67Ccgq/ChQZYh3G5n/NBckpKSiI6OxnhK891TTeoG0CVZYPrQi5UPVWqY8xq8NwmOrcTWbya2vAXsVyug6c6dO5FlGUGlojwQQosuhtsmno/LdZApk6/qs46LosT+X8o4uKmMzv15dB0QyRqYxfRr+p8GnoPSFPVUcPxUEwQNsiwSETEZlaoXPA4UdfT87fNa0emCpKfddcYxtJEmIm8chLeglYeKq1kXqswLeT6BWxrayPnsXTq7Kvn88Wf4zmIn3x9JvnAPKiTM08FhEiEAFq9EdGcj0Y5mbklLJX31x0TeehtVZpk1a77D5XIRJwjkxh7ifvkeTgj9+NJ9Df36+ZjuBFVZBYuPl9MQasesUqE/1k51lRPP1ERmTtRy6HCA+abN3DfoNr5qaOPL+jaq8fNSjoH3d3fS+NI+bNOSsYyL60Ocgl5iJkBCmJGburXIg4EAxzZvYP/a72mv62WBi2poCPPQEuKnJdRHq82P2yASbcikqjqdqXHTuSUxjZrCdjqa3Bijf8MQVo0mKJFZ3c69wZtInzyX2+cOwO9xU7JzJ807i9E0QLwxE53agLhpCVXueqoG+RkzP6sHW9LFW7BOTKRj1Rpa3vkB/aD5aGKG0bWhHWFw+Em4jZRWCxp3FWx5AXYsgcHzYfQtEJHR/WwI6C+9lPqKQ4R0hRMbm3rG+//faf/PAuhiUGLzF0rA1X9CHLHpijPucp3g4KGrAYnWlmQKChTAYPDgwcyYMYPjAZn5h0rpCkrkWY18mZeOXdv3MolqESlNwmayUXeijihVFLGaWDxOD7KsBiRGjCwhGAxgs+UxfNhfEYTeB/qRrUfwB0WqBo8BCRLbmziwZSc1B/VkZQPISJIXc8sgJh++immShCAV0HX8ZwwDBhBxfW/pvDcg8sLPynlO7hfJiu6INro9SHptrwb4yQBLX1rIe0e+xhT0Yf/YQWVqNufeexfmCRN6HuhTTScIeGQZs1rFPSnRCCoV0ffeizYqisbnnse9Zw/uPXsIA0QB/KNz+VuinXnAGr2NcrePVJMefbIV/baHMWgL6eyuqdfpIrHlXUXdmp8BeOtcNVcYzuKqGx5DEARCbEMxGOKJiZmLwRDb57hOMiiCp5AXtaETuSFuO+pFauZvlhh2QmbSEZkRJSKP3XIhYngCmmA7puYX6QhvJLx7/t0d6ADULOq/iNzwXG4rd+GQ1Tjr3+S8qnrmZ81jTtLN+NQzAaUJhCDAK5cO5k1nb4PCGJ2WxbFa8rvjJJVHg22lgGXiRAy5Z5aL0Haz5RymUADcM2exIL+MtoDIYKuJ9zMj0X9zBRSugcAdwHSsx6uJmjSTiIgpPeVORq+E1yQztkRhwFRYo3HnjeCna0YSZTPQ0NBAdXUICQkGcnIe7gHPAeW+azQ9ZWGhl11K9KOnszWVxUt5pjLS7+9pMvSn/ffbm5tK2VPehsmgxpVshkCQ2xKiYGc9DRuqkH3dTVxizYRekIE22kxD0Te0tW8HP1z9zkpyc7u44YJZXBQXoLrVzdJdlT2yB4IgEP3wwzi3bCVQVYE6dAyJTREMEFMAWJW6FWeOmhsjb2FQ5CDsBjt6tZ4qRxXbarfxfv77LC9eTp2zjiVnv46/zom/oouWTwuIujkPtaXXuRY7O6m5+RYCdUpplaDTgSwT9rkeQu1ompII+O00v3qEB8whHB1jptak4qFBRl6tApNRQ0jzeESdg9C6iajMGprEVlySm2R/LJamPHy2SvpXDifNqMK6tVZZc9UCtunJWCckoN5lIBiE1KTriY8/h39q3c6HfAZNeLGri7ZPPqX1o4+QvcrKbp4wgYibbsQ0VGFkz/F6yG6J5FDhBuqPFSAETmqNdCADkiCjkgUQwBMjcyiylcoxGexPm09+pOIMjGyq47Hdm4iyGhCmT0PQalGZzahMZvS5uWyvTqTzaDsGi5bZtw/BaOkbzPxY9iPHWo9h0Vp4bvxzeD1eTjS1ExUNNpvCNggLG0ti7IV93nPtKX/H6rU8mh5HlTEUdUczoaIfJxBwh3JifSpS13HGX5yJwXyK7MBJIK97Yg7KLQzsvx53uhqNJsAh+e9UCamsE+5i0skyZ61WmVBlmZAL5gIQHT2Ljs496MLnQunD2HS2HrkKXWISLsB+0UJCUnsbh55qJ9c7wyEVIWPj6HfZkj5r8J/2z02SZB5ccYSv91WjEuDFi/NIK6rhm19bCYYpz7lGq8IaJyBG1bO7YityeTcDXK0mKSmJ5GSZDu/HWHU1fcbWOjLweLRoohT2nN9n5IB8CzuMA0AWsbW+j9GnMGfkYJD9le28sbGE/ZXtGLQqbo710/Tqq7j37sObn09w0a0wZCT1r79BWWMlDrcKMu8g6A0Q4r+CdnsOghQkqvUbsmv2I3u86BpBgUaVYyhJTKAsfSFaOQl10IO9LZ/jSVbCfP2IcaZye8dzTE0c/7vXy+/1sO59JUAOnncZNze4cYsSE8OU6jGDWsX5f3mY7559DHdnBxqtjtQhwynZs4P9nwS58m8Le6+P6mSDq3BASR5pExKIefxxtNFRTPdIHHS4Wd/aeRqArh94KYKgQhPmRRtlh2aQJWVd16g0TLcFSdTJuEQwxC1mRtS5/PppAe0FGkZ3EwoDpesYpi0m6amlPXNDhDGCJ8c9ySVZl/D0rqcpaThO2S8/MiDsqp7jLvceYdSEqYQffq9HXckyZQoRd97JTYXV1PoCpBh1rLHH4F3bgcp9K+0zomhoWEVZ+Su0tm2hf+6LGI29gBKA11vHHNdT/CjfyHFhAIdj3mD0WWO44+erKBxayDAkzjqyACcJHOh/C2WvHCJ2vEhAZ6F0n6LZbrRq6T9hNgfW7Ker+QTNRw8SWPIm7p2Kpq9p+HBinnyS96uW4Kpcz+ND7yLsFPD8pBkHDiTx3XeovvEm3Lt3U3XNNUTddSdHio9hcioSiSO++JUjA3MgTIk54uu2YXHWYhg0CNvZM/CNGc+TxXWI3ay5KgmabnuM9A9foK2uhi8evpvLn32V0JjY0/b/p/2+eY4osZw+IwxNqJ51uxQCzpSkKT3v1EkrPrgSr74QWYL8n5sIuN4AWSYiNZYxVyxiXt4Zqs9kmVWlm7hnyAxElcBku5UP+qdg1qjxOp1s/PBtzJoQxg67mPMbLVicSoAh4gKbsvYYR4ZQ7X4HgMZD4YheDVpRZFB1E8eSBUrDfAyLHsYz458h3nJ6EuXke/7ljhNsClcYeL6B13HV6DimpecwLdrF3YXVFLq8rMpbyDh2ocdPSN0EvLVtNL15CPv87J7r4ad3vY+LUcCzgi0b+emtV0CWyR43kZiLJ8O6VQSlIJIsc/vmAn4QAqglmcdFmYFzMvv4EPt/rqRwVwN0g2hWe1/fpKmijN0r30SWAggqM2r9cNCMQdy7HKurnqcavsY/7m7OiwxFEC7GYsniWMG9uN2lNCa+w+GwlTS1TOPiuEvQlnYRbGjHFNlEbZJChEtpaEMOqeBQcxQH1v/EgQ0/k5DdH89MRRKixR/kviKFQDCRrWRRiKE9hJA33DjsMZRPGoT/RCFJccMxd5OnZBO0hrZCM/y29COCgQCj513ac06XpCQzVO3i5kMF5FsyeMc6GqM8kPHSFmbrdlJqtVJeXIROp2NW3HgiCpXrZZ0Q38PaB4jYFI8rUI5dPxpdkjIParXanqaHmZmZpKZ+ittdRmddAse319PQGUSOHk1IcxkmdzuGnByyzv0UUeVFqw1hc/VmGjwNfJH4E/eXLuJ7/V5aWlrYuyeJCy/cgMWiAE1qXXdAHAggNLfx3LdqopocqMPCiH74YWyzZuJwFcBeeuLAP+1fs4aGlfh8DegIw3fdZ0htTgSVTMQAB4FcEwv9t1JmGc4n14wgO6aXNRsePoHw8Am9A3XH7UdDQnrA8/joOHKyc8h3GnhleyMj0XKuVs9Ukx1VEVDYhUPuwqkR0KcoetPaWHNPwkuUlTFb/ZlMjz8FdIzNg4kPwOZn4ce7IWF4D9NblmV0Oh0z5i3gok+OEabVEh4+hPDwIX3Ou6PRzfqPjtFU6QA02O3R5E1NZOCk+D6yfv+qqVQ6JMlHVGRvDOfOb8a5sUbpVQMYDHczauRgLJas3xlFiX8LEoysaxJQAR/kJDH0sw9p/+gjgkDM9Om8OmsSDwZEPqqqZHlDC3VBAw4T6EWZKSV+huS7cETnE8BD9qypxH72GRs2bGDHzz8BEBERwdy5c6mvv41rHO/xBnezwTIVg3k7W8eM4fikc2kItRPb1kL/FhXbqjzkxNp4bE5/3I7d3dc5QJxBx90pMcyPtTNm13EOharZk2tlVIGDzrXluPY0YJ2SiCkvqkdi7FQA/dHZuejVAkc2rmPH8mU4W5V1Uq3XUR8vcji8jga7F5VWy4iYEYyxJJDfkk9RWxGNvhL0USUcChaRPPJbMsbEoBG87Nx1B34/pFR6+N47gcLImayalYOvtAP3gSbCjpkI9Q+Ebp/SQTu7a9bQ6quDeji4/QumLLqenPFKDy3J7ab51ZcINjRgnTGeYHsavpIOAhEesILBkEjCJT9B8TrY8iI05MO+j+DgUrjkc8hSnofy+Hh8paVU/zqK6Rdd9G8/X/+u/T8LoB9cV0V7gxujVcvouQpo5HSdYM+eS5DlDpzOMIqLR5GQkMC4s8axtGkpb2zcQJH5KgJoGWRW8U1eOiGngOfHWo+x7Pgy1leuxxPsq9uqU+k4J/0cEkU9shggGCxFELRkZT15WuB+knV8pLvU5Ib4CNpOmGht7UCWBQRBxlIzgbjjV2PICMeQ5qfmplcBiHnssT6Mvfe2lFHV5ibGZmDOgFhWHFdKGCcUeJAlWckSCgKyRkunLRXroQPo5SDFoQmsj53AG08txmL6/UyyViXgkWRuTowi8hSpD/tVV2EaNQrv0aOUnzjAtxXfc2iwlZXXfY5erWfq4TJ+betiSVUjL2cnwd734cSvCNm9zMv0tHsIansXi6YwgbPm/qXHGdPrIxk3dsuZj6u7RO5k2TYIPFW4izq/SFyEipzxTaQsuImfth3niWmLabRHYvR6WPLh69jDy2g8VwN6gQ7ZQmbMFB7KuoQxcUqznq1xAQ60FLFaTGJ7XTWfF37DKp2VC1NDgChAza2TMxidFs57R7p6junW2lI6l30BFyr/b/taRhXQEXHLzb97faNtBipb3aSmx9Po9/GuXyAo+0kx6vg83Yp56XlKGZWgQjDawAmqxjIGRt4GMb16n4l1XtxHW1nRZCTOnsKeKZfw1Q1jCDEq12njxo3U1vQnNORi0tMmn3YcKoMByenENmsmMY8+ekapA5VKiyR5CA0ddZrm8J/232fbSlp4ZUMxMpA8NYmDAT+xGg0zV9XQ2aDoVmjjLdimJ2PICkNyuam59x5ODPkeYsCySUVC1himPnQ3apuNW0zV3Lc8n/e2lHHlmBSM3c0+my0Sm8eYmVahwB0horLaWacncevUM0vzaGQbVUIU12Qk8EX5s+yo28GPVWs574rZNL15CLHNS8MLezFkhmEaEoU+1079I48SqKtDm5RE4ptvoE1JwX24lc7VJ5D9Uh8ms8Xr4aUmPVen6NgVoeGuNDOv2CNxF87DUTaNnaKbjlY3wYAW2V9LkcZJ2t7FJBnV6GQBowYkWaYuIKIfm0DCJEW/Nz3tHrocR4mNnXfG85KDQZrfeANvfj6apIsBC4H6Rrz6dnxFhbgPHsRz4CC+4uKe/gLG4cOIuuceTEN6ncaawmOsXfIijpZuHVxAbzKjS46kLUrmWEgDhwLFqCUBkBHV4DMMYkP4YmR1KMgBwh2ryYsXUD+wkITIvNPexaJd9VT8dBy1RsW5Nw8iNKpvZYs36OX1g0op+nUDr8MQNPDJ0k/QaFxEdcvAetr0JFiuPm1s7Sm6ei/0S8CmUWOOjMVb30xY9lScrCTctogTsoaiXQ1UFbQx4eJMMoZHKVUq3WuT2NACsSiNk6NEdN2Q2rniD7ytuZ0v22HgylUsmHcBgiBgX7SIYFMTlvEKSGk0JjE4TwmInx0vkBaShkmrnGfkXXcRMvd8jAMHnvFewikVV7KBQbOWorP9mez7d+yDbWU94PnLl+QRtqua7Yc9oDFiC7aQOz+d8rZyjhUcQ65W3oekpCSGDBlCdnY6NTVvUFX9MVadhDtoora1H4NUVrz23QSspWisgKSio2YI++ty+Wqo8g5Nq2zgVt/NqMzPILnauOeLfXxf191DBInX/Ifounppn2PVdvcsCOp0+EpKkfShkAmSWke7PQcRH7/1/4yXFz1Poj4Gz+HDSF1dyH4/jq1baf9xDZnVNaTX/B2PMQqDt5VX5ooczjWyIPwatD/m0FYYYP/PFQyfdTqrRZZlNnzwFjVt7WyduZAjsTkgSowJNfPxQAU8B0gakMecux4gf8M68mbMw56Qgrurk9rCY6x57W9c+vjzaPUGZqTMoLi9mAuuuANr13cY8/IIu+IKVHoF4JgRbuOF8gZ+a3PiFSUMahWCVosmdjCayGxkOUj44vG01CnyC1K3FExd8a+cbVWuZXn9dEZ55rH0450E/RIh3YSxoLOZkJp1xK/8rmd/p9qAiAF8MesLljx5I6K3nkC3dqpgVHPOEw9RsG1lz7ZdYXpendJB9eZXOaCaioDM5aF1FLXWk4wOyS+Tm/Mi9rBxFBU/QWfnfnbvOZfMjIew2yfg97dQV/8t9fXfYZADXKBK4hv5Av7WGM6a+i9pbCsk3GDnmXMfIXRuBHt/OEHB1lo6bOl05LsBZa0ccFY8Yy5IR2fU4KgfSfHeXWz764MMLK1BMBqJvv9+Qi+5GEGl4pG4R1iYs5Bh0cN+990wjRhB0iefUH3ddXjz8ym6/np2ZyWCWkX/2jZARg5VKiR0Ohh343hCh92INiYGWZa58kg5zSFhJDbWcfXalTy16BY+dwT45pG/Uf3Oi9jCIwmJ/uNGYX9aX/PkK2uuaVAEoiSyoUpha07/h2qzlqoKjux7ltB0CLankJtzFlVbf6PdqKMsLpaSLRuZn5xM/3G97G+fJLF07wYeSZiOLAic2yLyzsQ0tCoBySdy+K1VjDTMJDI0AZScDbIajlpP8JthD/Hm4+QC5c73ECQ3siqU5qMKAJ4oejAGRNYOVzFTH8uz099Ho+4L+J80uXt9bWpzEZqoRRRlvjqSzYZyHZ9d08XQOBtrhmQw7ucdNFoiWC3PY17ga/IP1zHa7oF6aFpykH79o9BJWvz2UKAOIaAifuj1VB09zC/vvAayzKCp5zD1upsoaFOSjK6Am4VrNrDJEolKlplesY2/az+i6cBV3Jh3IwaNgdridnavVjpGhcfbaK4A8RS9Zr/HzZpXn0cMBEgdMpxxl93Gz+8W0tns47tfMjk3NItrh0yA5N7n32YbxKDB3/P8d08zMmIlMZZGYixfUCx8Q+jYYVhtA+moWIdT5UWQZOLrPDxgvYS8frGkNh+kvriQmuNHKTJugJHT+K5RqUwM1ai5L1aL1nMOUuMgtg/4BWfAD5VlRFmT+1z3yAUDOT9jAru++4rt3yxl+9efo9ZoGHHehT3bZCTmssbfzHe/vsSrsRdTaUlivXom6++ZiS4YINQczZS4aKJrtIg0ojJrsEzomyQxqGOR9lYS9uLv995xd6rZuVJF6b5DvR9mXw6Azt9BIC1AxPdbyc1OIzvHwjdFSi+M3MFDibAmMuOQnzWG/ZSXV/Hrr/nMmZOMSqXqAdCtbnjiC5GoDhFNTAxJH32IPk3RGTup5S9JfwLo/6rJskx19ScAGJZ3IbWp0Yf5iRvj4OfIc3i48zxCQsL47qaxxIeemSV+0gStlqbISA7EKI78+EA22ZXxUAkpeJmJDS0CBCBQ1nna730lHXStr0QwatAnWTENjuqR8kmKm3X6Ds/6C5RvgcptsHwRqvjeHkLnn38+pgilYXzgDGSj6sI21r6VT9AvoTdpGH9xJv1GRv9HwPlJi4u7FJerhPBwBcNwH2qi7dtiTJIOtaDCaDYxceJ5v8u2P2myLPPECYXQdWlUKHkvPE37WgX4Dr/hBiJvvw1BpSJGr+KhzAweysxg6/YaVq4vJ7ojiMUrExptQgo10NHhwev18vXXX1NUpJBZx40bx+TJk9FoNDQ0ahjDdo5qZ7I5kMPaQWOpqjnBoSRFhvC+T97C6dKwZ8zVvLFgCAatGm93ZX8g4KW9vR29Xk+UXs+i+Ajerm7m7RwDM7KjcfxSQbDFQ/s3xXRtqMIyKgbTsGhSuis0p2RHMczm4+snHqC2sAAAS5gd07gc3hJX4hQ8WLQWbux/C5fnXI5F1yvL1OJp4a0VH5H01WdURZdyTuPTONxjeGTCz4QLTRg9IhG1Im/IC/koJ57ONw4RbO7FRdWheoy54Riy7cSlh2A7kclvn6+kvngfXmcTa5c8zbavBzD/yYfwLP2MYEMD2rg4Im++mGBLgJZPjqFrjgPLYVJC7kSlMULu+ZBzHlRsU5jo5Vvgmyvg0i+QM6dz6NgxANJOlNH2+VIsE3ulAf8n7P9JAL2jyc2+tRUAjL84E51RzbGCg1RVXY9Op4DnDQ3zWbhwHtZoK7duvJVDDi+dUfcho0XrLaCu+mUuqgpjWtI0pidPZ235Wr4p+gaZ7mDRmsTgqMHEWeLYWLWR4vZiVp9YzYg4N9buYCQz8yFs1tObGp3K8rs+IZJFcVF0uMLYs3sP5UW1BAURQ9MIBizsjyk3nIrLFLAyZN48jAN7x6tuc/PmJkW48uFzc+hnUyaNXJOB7BqlPM3nDlK4s54Dlf3xDB2CxVlDVNl3PDT6Ch5fMIrQfwKeA1wbH0mBy8ONiZGnfWfIzsaQnc23Ww/wQ4yKS/qdi16tLMJ3pkTza1sX3za0c0+khvgNTwCgihsOwcNYLDnExs6j3tXYM96omFGkhaT90+M5aRpBeXRdqkgETQRbOxzU+UUmJUzi2dJDCMEmHpcFPr1EAQITfS4e+vxd0o8WAmZ0A7105gqMyriTC5MX9Rk7Rq9lVvwAZsW/w866nby470WK24v5pOg1wjJjyNBczu0Tp+PaswexqhXCY8mormDMcw/hR8KQLqARQogfcCkh95/bR27nH+2VSwdT2eri24CbXfU+gjLYNCqWhncS+cml0FkFRjss+BrhYDjsqEOUwxDXvY7qind7ADCDWoXgk6gIieOLyx9h2XWje4DSqqoqiouLEQSByZOnnPE4oh+4H39lJZG33YagVp9xm5CQoTgcR8nJfvaMbM6TyZo/7T+3hk4vd3x1EFmGrLPiORj0owWe3NWFplVEZdYQcnYqpuHRCCoBsaODqutvoNV6kGCMjMqrIWvmq4ROmtkz5gVD4lmysYTqNg9f7K7kuglpFLYVcvOGm3EN6WR8jdjTuNc4KALblKTTjqu+08Ojq47xW3FTt7OkIzppGpjXsPrEai7IvICIq/vT8ukxxFYvnmOteI61orZ4cW4/BFot8S+9hDYhlfZvS/DkK1nwoF6NYNUhG6Dq8BHKvVrcnSKXlJn5aoKVnV0uLirr4MqNDtQn+x3IIqLrZ6RACe3AMTkMw4TZZKWORu4U2bh+BZUVm1F/PwC/bjEj56QRGzvvd8HzYEsLtXfdjXvvXuUaSMPRxAyk6aWXCVbtPG17XUY6kbfdjnXG9J7nXZZldq34ip3ffoksS1gjIuk/cSoZw0cTlZLWp7qnxdPCj5Xb+KldolJKpNmvOLBhQhe2trdxO4+yqgNWnVhJRmgGC3IWMCdtDgaNAXeXn63flgAwYnZKj8zBqbb0+FIaXA3EGeNIakrijdVvEAgESEgMVTYQrZStjabBvIy0wePR6nqBsiFWEya1ivkxdqZHKGPHPPZXfIVF2GaeT6LvLozGeOJj29n8RRHtDW7WfXiMwl0NTJzfD0GrrCfeDbuV3tcyhIaeS3zyNUh+LYGjFXwb9NOi1bG8zUXW/v0MHz6c6Pt+v7nnnPS++rVqi/mfgucA2jiFvWm99hqaHB20byygo6EOURSZdMW1//S3/9fN7Q/yzm8KCPL4ubnoNldztEhxjPsFDuI4J4kftv7Qs31qdBKTZ00lKTkZh+M4h/MvxeUqBiA6Yg7OneczpLy7Ysx2EZ2jfkK0OkkQrkfnjuF7YzVuvYEQt4OUqv38LEtYzp1NREsb9dXFROuimZkWzvxdy5G2bgbAOn0alokTMQ0fTphbgMZ2wu64g/jZ0/Cb7PCVAp6K6gA/ZL/D9WdfTrJNAUXMI3vlHGyzZhHz4IO89fh7hO/dwsD2CmLuv5u7Z48gxhRDuDGcAlsdmz4vZPcP5YTHW0jN6+sL7dq0gfe9KvYtuJuATo8KuDExintTYzCeEiy6u/wU7TFSXzme+vebgCbCYqajM1XSWFbK2iUvMefuB5iaNJWpSd3SBEsmnXZ/+luMxOm11PkCbG5zcE5kCAh69AMVRqR5aBhauxGhXrnm9aWtHPllGbqkJ1FpZDrKxqHZdzH7UcgWMWk2hma6cL/6OlJXLbFP/rWH/Xgmqy04ini8HlQCDVYncT742rSWT7++ibgmkZeBoAr+NidIkaeStjCFQGDs+I53q74ny5PCq9xHo6OBqvqdjI2bR2joCAoK7qWjcy+FRY+ctk9jRxaPRswmLj6KV6uaOKYahjHidl4fMqKHqTvp8lzyxtrZe9fLBHwS+iHDyb3mHGLidTi3bKR5wwYitm6mODmKWqOOgdlZpL70Evr0Xt1lu8GO3fDHjfGMAweQvOwL6l55lW0NZQTVAmGijPuc/twUuZex7a0kVycyel4/Iif1Ju/WtXaxvrULnSDw9yO7iN6zjQOTpvFjahYP1rTz08PPYBD+9KP+XQs0uQk0uEEtYMwN52DzIVo8LVi1VsbEKsSY1tpqDv60mqI9v9DvYiU+SjkYjbxiKfHA4bNn8fJ5CxFVKj5xB4jatB+D0YRPkqjzBZCJAgEurfRzXwNoZJmOLVV0ri8nPpCs9KASQJ8RimloNMbccKI0Izl6oBlHw68ACJIbUYb3GjyoMzsAWBPWRfwgFdFRHp4t3I3m5wdh5t9AdbofXtDoIhHQCRIfXDmcCIueG5fup7DBwfz3d/H5WSFEbFjNzSeqeeyGu/lRmMd55mQ85r38VPMRoyJnEUMq6YfsfKx/mnyTSHH7b+xzhbO2cidJOz5EEkWyx01k2uJbEAQBrUpLVMDOgOCdfB0ViSDLXFhTQCDpGMG6IB8e/ZD1let5ZPBjFH8cABmyx8TgarXQXAFSt8Sdq6Od9e+/SXt9HdbwSGbecjdGq42LHhjO2mfX0NQZxvcdTzJHM4q4U85ZlmXuX1HAmiNj+NU2kncvasTZ9i1u9wnaO3bR3rFLaYIDxDb6aElZyJ4jOeythxU3PcxsU5C9q5ezp8nRM2Z8wMvLyTFkhV7MjuUBjvyqrGdag5GsMRMYPu48PF8oLHXzmFgMGaEAjL7wMlQaDVuXfcK2rz4jaeBgolPTCYgBdjfs5peGDeywljNm04Nca8phQ8xUdmYNx6/R0mSz85UzQHmggyXIlGiCHPqkAJ1eg06vxmjTYbnkLoSJNVTb8ji+6gSSJIMMWoManVFDXXEH5YebT7YvI2d8HLS3ULf1KF0hqfh1oVADzTXw28YKNqpKsNhyCEkp5KJ+FxHSLxZPQStTfANYp8vn4MGDlJaWMmjQIEw+kTAgTFEARZuYSPInH/f0gAB6mqP+yUD/162tdRsudwmCF0w7VIRluLDPyeEe39X8UGcj3Kxj6XWjiAsx0FLjRAxIGCxazCE6NN0xfMAv0lbrIuCW2DVuPLIgkCHGkKNLAllA9ipJKi0CAZ8Drb4FY04chkEDlbVEJSC5A3iLO/CVtiN7gj3NG1MmDqdTs4dh2WdI2qjUcOH78PY4qD9MJOuAcMaMGUP//v2paVf8rIDYV++yurCNtW/mEwxIxPcLZdqiXCxhhtPH/zctM+NBAGRJpuOncpy/KdWNYXnx3DDlRgxGwx+C5wA/t3Syp9OFQSWw8L3X6PrlZ9BqiXvuOUJmn7mqNUqjIb2h97mftCCLleuV3nPfffcdbrcbtVrN3LlzGXhKfGKxZNPVlc+L2ak8UGdjQ2tXD3ieW1tGfXoyNkcXtxoKaCoNo71SS1HRz8TEgtdbw68b5+ByhRLwGwnXxGNOuZqjTi+/5kZz3n0jcO6sx7m1BrHNS+dPFXSuq2TQtCTW3joe3/GdLH3wWcRAAK3ewNiLF3AgvokXjrwJAoyLG8dzE547Y7WdpaqNuUu+R9shMqoEprR8S+PlPxIqKImZjBNedvrv4iNtIvrNdQQBQa/GNCQK05AodEnWPn5MfL8cFjyVQ+mBGjZ/8imdjbvoajrKt088x+jNigpF1H33oTIY0CUYiLp5MMInasI2n40ctNE5qQLbtCRFriZ1AiSNhuXXwPHV8PXlVI74Ky0tLWg1GpKqq3FVVBBobEIbHfWHz8N/aoIsy6enjv4b7c033+Tvf/87DQ0N5OXlsWTJEkaeEsD8M+vq6iIkJITOzk5stn9NDF6WZX54/RDVx9uJzbIQO1pk3759hIT+THx8IX6/EbPpb4wbdw5tvjau/uUaCqV+uMMuRRZ0pGgcDPJ9y8GGnXj/ocEKwMyUmSzIWUDeKcxAWZbJb8nn84LPGeVbhV0jk+/REZ78AIOjh2DWmok1x2LUGJEDEmP3FVLhC5Cj1vJVm47g/ibkgDIBNescrFHvQ5Qlxo8fz/DOLuoffhiVyUT6Lz+jiVSCN1GSWfTJXrYUNzMmLZxli0cpZSlOD5GCmm/u2QaAxa7H2ebrcw5BJGrTTTx31+iehlv/qdU6a5mzcg4BKcAXs75gUOSgnu/mHSxlR4eTa/3HeGbnzRA/jPYLn6Ws4vWe5EKzu5kp3yqg7suTXj6NLfJ79vye5/ni+BdkhGZQ46jBK3qYlDCZlye9zI6v7uAe+xxqumVfroyy8FhWKsaAn9aPPqLlzbcQrSIM9pN1zjy0F7z4T/clSiIrSlfw/o7XSC5sZ3iJzKhyDXp3gN+GjOST2Rdx37IPGR4djmXyZCyTJqJLTPy3ruN9RdV8Vqdoxy4VdzBl20OADGGpcPl3EJ5Ox49lOLf26mgaUtSEXzsaQavi4nd2sLeinbRIM8tvHIvd3JsY+eSTT6ioqGDIkCGcf/5/rgMsyzKS5EOt7rsQNlV2cXhjNbIEM679/WTBSftP3uv/aftP56n/rnPpDASp9wZ4+JvD7G3swpIdRluY4qw+dsTDnLoghtxwwuZl9Mij+CsqqLn9DpyOQlrvkJBsEpmZj5CUuOi08b/aU8UDK45g1Wu4d66at44/givgIiM0g1crzkNdn4HYXoE2upyYB+9FdYoTUtzQxT3v7CWsPYgaAYtZi9MfJCh6MITuQUBgctxsspJiMIfosOvVaOudOLfXgSgjiwE0ES5Czx9H28oS5E4/kixT6JUo8f2+0HidXc0XE614dSoWlfk4r7OZsmA+pQVbsXjUqFRqDGYLbkc300IQ0BmM+E+2TAc0hnGMuehSRs7pm5jzFhXT9fNPeA4ewpOfj+x2ozKZsF99Nd7KcARtIr7C5QTrd6NPScE4eDDGIUMwDRvaMwefNDEYYN07r1OwdRMAuWdNYcqiG9Gbztz++0Cni0VHy2n0K06vCrg2IYKH0+LQCjIHmg6wqnQV6yrW9axBYfowLstYQOLekVQd7iAi0cJFDww/TUNwQ+UGHtn+CAaHgRldM/C7FPZpQkICc+fOwe/fgsU8jC8feAJnWyujL5zPuEsW9hkjKMk9eqH/zMSAxIF1lez7qQIpKKPRqxluP4Hpy78jI1M6LZHP7TPY689Fp1ZxzoAY4sOMvF/RhDPLhs3j4tI9vzJj7nwmDM78w/39M/M6nXQ2NeDp6qS1tobaY/nUFx/H6ejqs51Wb+C2T7/9Q4Dq//Ic9cHWMp7+8TipYQbucotUN2oQpCADPL/RNHsQR48fRyWoyBBi6e+JJ1y2Ilg1uIftpVr3NjJ+tNpwspKfhJVRBOqViHw1fozTklg0rfdeb2osZ/6xNhDULPTmk1bsprmtAf7h9giShK2zi/TKCsZffjn2U8oz7yqs4sv6Nh5Oi+W25GjEgMTH929DFGUmLE7GHdHC8JgzCPafYger2rngrR1o1QJb7ptMbEjfIOy3ZUUc3VKLRqfignuGEpVso9EX4I2SSj6rbcGnU9bEQVYjz/dLYKitbyPIqoJWNnxcoGhiAxq9GikoIYkyUrCWgGs5siQy7NzzmXRlX93lM9kjJTV8UNNCuFbDiqxkQpYWE2x0ozKriLxnJOXHWik58QiGqE24GnIx2MtR6zzI7pGEGZ6m7rgTvyfIoCkJZAyLQnI4qLzyKiwTxhN1zz2/u19Zklj64F00VZxg8DmzqY/X4jrUyMcRq3CpPYTpQrn2WBSWfjlox43k/ZYo9roNxGnczBJ+odpRQazDzq0H5uFWedgQuptJlvHYvVYCrW7aE36hNe17ZJWIKmjE0JmKvWImpo7ucux4PRfErqXafh4IKsxqFfelxnBdQiTq7ne6a/16am+7HVQqzBPG4961G9nX6wPvHJBOuxoScvoz6/Z7sdoj/vB6n8kkUWTlC09ScWg/5jA7C55+CXWIiVkrZtHlcvKXjIdYeFYvQ9UnSUzcU0iFx8/tSVH8Re3nxLmzcer0XPfKhzTKcFNiJI9l/Gv65/+X56jTfr+hkq4NVRiywohYNIBndzzLuiPrGB82nsmhE2g7nk/lzi0IskzM8CZihrWiqzcR8VQQ1GqEhQuZf9Zs6gMigiwjn2F9MAfd3Ny4lUuOjkXQqvCrvOh8ii/mDLTjjQ8w8LrZqG2nV25sObCYQMdGADb6UqmQojFqjFh1VuwGOxlhGVzU5UC7tjuRnD0b5r0Pul4fYldZK9tuuZdzy3fSctGVTHhaAZM6Opy8/ujbDNy3nux2BfSVgUf//hbbLWFMtlv5PDeJvauXs3vlN8TrMsizT8Kk6b3OXlliR+sGmh0HUcWkctPzf8dgVOa08t3H2Ly9mYcGhyALAot9Pp6YMQKVSsXGqo08s/sZ2h2dTC25gpT2gYREGbnkoRGse/dlinZsYeT5F+FxOij47VfEYBCVWs2ljz9PXL8cZedNxwm8OZmf2u+j2j8YjV7NnNvyiOsGrU+uRxqVwBfXjWJUWjiyLOPxVNDathW3uxxd7XEMxzcSGYhCc+NO7l51ghUHa8mIsvDl4tFEWvXsOFHG7cerSDx+kNEHf0MjntJBSxAYfcEljDz/YrQGA5I3SP1ze1CH6om6ZTAqXW8yQ5Iklv3tIRoPHYUIM0dnGTjSfgyf2DvHTMyXuOFngZ/PmUmXzYpTHUenLpufhpmRVQJnH3QxsrhvXP7vWEJ2GGPnZRCZZKWxq441d8xjb6SXmsQsxqgm429SY26LwBzolq4NbeXe5y5CEAS6fq2ia30lpbYWdqmK8Hp7cQ6Ty0VcbR3xbjcjXnkZS2rfiiuPp5a9++ai0VgZO2bjHx7n/7Y56v9zPEqS2PPdRJzhdZg3q8iucKJdcBMXH59AQaObEKOWjy4dgv94F6X7G+lqOQVzEiAk0ojBrKW5ygGiRNBeSKuumRDJxCz9OCxzszCXbKP51dcJtnYhaA3IbqUKCkCfk0PkbbdhmXhWDzFOFiUC9S48R1twbK5BRsaQYyd8fk6f57yPlf0GSy9ElgJ0DLuTsDkKIbKxy8uoZ39FrRI48azCYK8v7WD1a4cIBiSSB4Yz8/qBqLX/PfKJsiQrx72xmkCD4ldaJyVim5HcI0nzR+aTJCbvKaLM4+OqXZu5+tN3EQwGEpYswTLh92X6Svc38cv7RwHoNyqa6Yv68/bbb9PYqJBAjUYjCxYsIPEfsB9JChIItKPXRyLKMo+X1vJ+TQsRiMzZ/jP64OnJKLXaz7Dhq9HrPad99510KSvUlxChgU0jc4nU65D8Ip78Zpy76gnUOAFw6R1sKv0CV7CT1MHDmLb4Fta3beXxnY8DSnXyrYNvRX2GRK3n8GGqFl+P1NVFZWw42llNMExJhIpeDQPLO9DU/gWfpEiwqMP0WM9KwDQ0CpX+X+Nl7/5+K9uWvQDI5NQ56J+cRNLnn/WJzSRvkI7VJ3AfUMq6NBFGQmamYsi1K9uJAVh+DeLxH3if+TQQzdD+GUxAj3n06H8Jh/uvzFH/owD6119/zZVXXsk777zDqFGjePXVV/n2228pKioiKuqPswL/yYkd3lTJ+tXbCBhbCRq7EMUgIaH1DBqklPNl9XuLhISz6fJ3Mf+X28lXTyVgVLJFU+023huQjFmtxhv0sqt+Fz+W/chvNb8Rb4nnwZEPnrEZDQCdtVB3gCM1n7HbX8g7rTI+ufdBGO7M5damBUT77Pw9W8/mKA1L9ntIcykAkjbWjGVsHMZBERwtKmDFCqXBzbCjR8k4eoyoe/9C+LW9zLnnvj9I4Q9fE++rZ/TkiUyYeXZP4yExKPHOrZt7trWE6ckbZkS38l0K0i6lsbvnaUxaCGdd1o/IJOu/dG3PZA9sfYAfy35kdOxo3p/xfp/vtrY5uPjwCXSSn1/3XUvm/A8gaVSfbYJSkHmr52HUGFk6a+lpWoW/Zy/ufZFPCz7t+f+JCRN5eOwLPFPezPLuEr3EYDsv5w1gQlRfwMu5dSu1d96O5PJiCPeT9NFHqLPOXOrhr6zE+dtvODdvxrVnb49OOIDTCJ4R/Rk4dxG2syai/i90Jf+uoY17iqp5tO1nrj38rPLh4IVwzvNgUJ59X2UX7cuLkdo6kEQNoFYWvstz+KmgkVUHa3l0di6J9l6nu7a2lvfffx+VSsUdd9xBSEgIsiTTUuPEHmv+Ly1szVUOtn5TTH2pAmAKAlz13DjMoWfuDH3S/rc5Vf+Veeq/ei6VHh9vVzfzVX0rXun0qfjaEz5uaZQJOTsF07BoBEFAdDppefttWj//DOdkH45zRdCAyZTKqJE/9mmuctICosTC93ezp7IeS8YLCBoXw6OH89qU1zBhpPiZL+j8ZQVmZy2m2HAi77gD6znnsO6ncvb/XEmo+O8x4nRGDbG+OjJkFZaQvlquLlHmgFfEmm3HZjfQUuvE6woSnxlKQk4Y6l3rcL71EqqAly/PPp/3515GYkMtHzx1HwdSY2izGNGIEkMrGojQGXHNv4jS1gZqjyvlW/b4RFKHDGf/GkVOQGuezSWPzCcmLQT3vn00PPMsvuPH+xyTPjOD+NdeQ5+WRusXx/EcaSH0/HQsY+L4Zxbwevn+pWeozD+IoFIxeuG1yGEReL1eRowYcdozsbyhjbsLq/HLMpkmPYsTIpkZGdJHHuukOfwOVpWuYvXuX4g/MYiUtoFoJT2yIBO50MnYQUNJtCXiDYh8tHs3X5W+RwcHyG3PJaszCwGBkJAQZsyYQW5ubh/HpHjXNn545XnUGg1Xvfjmf6lpXXuDi01LC3vmAdl5jA16kUORClDaLW/eY7JKIDA5BkmjYuaRnYS3dbB48fVkxYf/2/tuqapg35pVHN+2GenUgPgUs0ZEYo9LICw2jtDoOAaffS5qzT938v6vzlFef5ArXliKs9LF1W6ZFmsughRgWMcvVM4cSkFlKSpBYKqUR7IvHLXdgBh0U5f8Ho5YRU/a3DqYZNddUK9D7PShsmg5PCycm34rRqMSuGdGFjeclUZNu4Op+37FoUvF5DqOZX8YXR4RPSJv1+7EmZBBs8ZNs6oLr9AbZMRGxnDe+XOITVCe2QeLa/i4toX5sXZeyVaY0852L4JKwBxy+lzoCIq0+IPIQIs/QKnbh0Yl8O33Rewtb+O2KRncM6OvfqYoSqx9M5+qgjZcMXpq5saxqqMLf/eDHePq5OkRgzg3KvS05EzZoWZ+ee8okiRjjzMz49r+hMdbcHX62PZNCaX7mxD9hQRcawG4+K/PktR/EP/MuoIiFx0sJd/pIdIv8/4uFwmCmvI4K0XH2/C5gkQPXUpYxm89v7GYhjJ8xGeo1X/M0Po9K9i6iZ/eeAmd0cS1r7+PyaY0eHUGnLgCLqJMUai6q9N+au5g0dEK1AL8MqwfA6yKXxJoctP48v4zji8YNGgTzGhsegS9Go3diD49BH+1ovcp+0RaNO0sGX6Y+oRLOeBQkqWjQ8y8mpNEilG537V/uZeuNWt6xtUmJGCdPh3rjOm0aNWsfOEJgj4fBouVqdfeRNaYCf8W6zvg9/HTkpco2bMDjU7PpY8/T0y6Mt99Wfglz+5+FrvBztp5azFrlWTKm1VNPHWijiidhh2jcrBo1NQ99DCdK1Zw8OIF3D1lDipg9dBMhoeY/8neFfu/OkedNJ/PR0lJCfX19dTsLsXo1ZAzZiDOMJE1G9egD/Z991VeN0nRfpLyNiDjIex9DeYTocR88QW3uAU2tDkId4os+qWTLvbhUCsVGjaNlhmGKoZGNKCa/DLNX/XORV7RRbl0lIhp2eSdPRPVGcAIgPr6FRQWPUJ6+r1nJDj02NEVsPIGEP2gMUDsYEgYjjt8AAvXwahtGzm/bBvhN96A/YoraF/2Je1ffonYpjDqA4Ka7XEDMV4wj3FXz2bKvmICssx3g9NJU2lYsnIXrVtXk+2qIMmchU0XTXLMQEwe5VqVukvZYYjBZLcyc0gc0X6ZQ4cbWDTKhEcjcKHNwBtDs3reFUmS2b/xBLvWlKLy6hCFIMlXyZw/+mx+evNlCrb0BVljM7MYd8kVJA8a3Pvhskuh+GeCmefzY/Nd1BS2ozNqWPjEaOq8Pma9vg1/UOLJ8/tz5ZiUM1+39krY/ByMuhHiBtPu8jP9ld9ocfqJsRl454phDE4MRZZlyg7sZfs3S+moryPg82KNiOTsG+8geeDgPkNK3iCCWkDQ9t7TY63HeHnfy+RX7mPu1jgMfjVVUW7abH6wGcgaO4HpGeeQWOxh5ZebaY4BlagjpDEF2bObvbkJ/Dp6OoIsMbLgFywdlahUejIt2Yy2jqeryYfPHcQWYSQkwoCqOz4L+ER8zgDmUD25E+IIj1NizU5fJ1f/fDWlHaVEmaJ4edLL5EXmAdDmaWPTgZ3Uf6lDCKo59+ZBpAyKQPIFaXhhH5IrgOW8VOrDHOTn51NaUkLglPhWpVIRHx9PWloaY8eORX8GSa8/sv9Nc9T/P/CoqhfvoWToKpBgwA9+TNe+zfnrLZQ1u4g363k4PZ6qnQ34JBeixo2s92LUWlB1hSAGBBK0AvE6FToBmnVNbNUdQ5AFxrmHUeowIQJZRcuIr9+OJi6WyFtuQWWx4jl8mI5vvkFyKmCqJjoa2+xzMeTmoktKQh1mR20x46sK0PZNMQQldElWIq7uj8r0OxjMoS9h1Y3K3zOehrG30ebyM/Sp9QA8P28gZTVdhG9vI+gK/reD54FmN21fFRGoVc5J0KsJuyAD0+B/jWEsOp0E6+t5vbSGlwxhhHV18Pljd2Ozmkl47bWeHla/Z5XHWlmz5DA6o4YFj4/CHKLngw8+oKamhtDQUC6//HIiIv61ZPyhLjddbR5ufHcLUTi4o3ELXrcTb0wMDBxIano6eXkDUKvr6XIcwe2qwONtpKFhB5LGwaP8jRohmWHCYZ4J24HZlIzVOoCIiOm497XQvqoUNRpEOYg7zku/xVPZ1rqTOzbdgSiLLB64mNuH3n7GY/MWFlJ55VUEPZ10XhpB+4g2DFol2WfcqcK2Qo19xDyk0JmgFgg9Lx3zsGiEf5OMK8syH935Eh0NmxFkFZcuvpX46TPOuK07v5mO708guZS1V5dkxTI+HmP/CARBZsc3r7KusAsDXm41/oDlqq8g5p9XKZ+0/7UA+qhRoxgxYgRvvKE0V5IkicTERG677TYeeOCBP/z9v3Ni/v17KC3oYsXxwwR1p5RqhXWSnrsBWe0mLPxcdPHX0+xu4ZnC3RxTT0BWmdCr4LH0eBbFR5zRiT6jNIWzCSq2QvlWRYen7UTPVxLwjdXCipBQgtooLq6fy4SOvi9np9pJo76ViIQ40sfnYcq099nHxo0b2bJF0f8e3dDA2W+80aMvu3TFr5R89wG2oKPPmJkjxzJh4dWERsfy4T1b8bmDZI2KYcJl/dAbld9KksyhDVXs/bGCoE9EEKD/WfGMOi+tbzO4f8GOtx7nkjVK2c/Xs78mN7xvo0xZkljw83dsMmYyOlDLiumzUP3O9Q3KwX8ZPAf4pugbntr1FCm2FG4dcjv1msH8rbyB9qCIAFyja+Gh4eMw688cLPpKSqi8dB6iO4gpXkXCt5tQ26OQ/X5cu3fj3Pwbzm1bCVRW9fmdLiUF3+g8vrTUcwQRc8BOnJDI6LjRxFpiMVp0WML0hEQZsceZ0Wh/J6P7j+ZsIvDFpWjrD4DGCHPfggFnlpyg9QS+N66j2fMwoMeYF4n9kn6ndWIGWLlyJYcPH2bgwIFceOGFdDa72fhZIXUlHdgiDIy5IIP0oZH/VvAoBiT2/VTB/p8rkSUZlUogY3gUg6YkEp3yxxPQ/yanCv5r89R/ci7OoMiG1i6+qK1jW6cfuZtuaZA8+AQDahlm1AdZUBdk5Ih4LOPie5gBXevX0/j0MwRaGmi/WsQ7TEnARYRPITv7GfT633cmPH6RC5c9S7XwDZI/nBfHfM4Qk40tXxUrDIdu03vbCek8gSc0AYde0aIUBUgbHIk90ojfK4Iso9aqKGovZVfjNhBN6NpGYpMFEtAgnNLdN0IjMDBUhy0oUeeXKNGpOe++4Vjtv1/S5ysro+nFl2javoPLnlmCw2xh4fqviDtxFJUkMd4RJKTDgdjRAYBl8mT0ly/AY7MQLgt4tm3ncNDN4e2bAR0x2bcz9/xQqq+7FtntBq0Wy8SzsEyciHFQHvqM9B6GRutXhXgONRMyOw3r+N8HlsVggFUvPEXZ0Xyk8Gh0KZl0Opw93+t0OqZOncqIEQpb66jDzdn7ixFlOCfCxhs5yVg0vz8/uDp97FhRzNGDpQQ1XQS1LvzaLjr0bRwLP0SDqQGtHI3fZwVjCVa/lRHNIwnzhwJKY+yZM2eeMfCRZZkVzz1GxeEDJA8awoUPPflfkg0IBETefG0/2lLl/Ds1MuHDIzh7ZjrxESYK6x18ubeK+g4Pl45IZKde4t2aZuLbmplzZDttmgieu/cGzPo/XgNkSaLi8AH2r/2eyvyDPZ+bQ8Mw2UKwRkYRl5lNXL9sIlPSMJj//cTm/8k5KuDl0Ac30Hiwgx3Wy2gPSWBok49JNoEjQi37tWUIssC0wECSpUj0aSGYLwnjSPHNOJ0FIKuIqriE0JKzEbrnNE2EkYhrBkCIjru+OcwPhxXdSatBgzOuCE/mWSAF0O8sQ3Ba0KgEJmdH8ZcP70Vqc6DLnIE2YwoelUylupl9mjL8QhAVAuPHj+esSRPZ5fBw0aETCMDaYf0YYjtz5QfAupZObjhWiUc6vfIlXa2hZn01Q2NtrLx5XJ/vvKLE2vp2Xt9TSWGooGSFgLiGSkYd3sYTN91MVPLp+uingueZI6KZcmX2aT5BxZEWtnxZTFv1GkR/PjpTCpMXPUjW6Bi0pzDCZFnm4LoqWmqcjLsoA69RzdytBZSoJNJcEtes68TnV+Zdk01HxtS1+LVfIwhaUpJvJCXlpjMmV/9VC/h9fHznjThamxk//ypGzb34d7d1BUXG7ymk3hfg9qQoHkrvTUTKskznj+UE273sD+Tza9dvNGhb6JfWH2OElXp3Pf3D+zMrdRbR5uie332392ui10CKLw7ZoCLi6gF8qw3wxIk6XKKERa1i/fAsUk16xM5Oml55BY3djnXGDPRZWX3mt7a6Gn58/e80lSt+e0LuACZfdT1RKadLCEqSSF1xIeUH9uJzu7DHJ1G8ayu1hQWoNRpm3/kAGSNG914nKcDcVXOpclQxPn48r016jVUtTh4srsElSryWncSlsYpMjL+mhhPnzIRgkCXvf8GKoIp0nZYNo3P6yP+cyf5PzlFARUkJm39aSWWrE/mfNIYOCn70Ti+CKCJabegMHvIG/4xe78HVamfroXPZPnwkVaGxBBFQizLXbOgipqObaecrIOBeD4ggmNAYR2MQKpgVqTB5a8VS7HOzyBgzuo9E2++ZJAV69Ib/qVXugO+ug67aPh+LssC6I2NJKShHExOD2NqKHOiuaImNxXrxxXwYMoj3j3QAiv5t+KhoPm9oI1YScG2qwx9U5r1pMRIjG37DUV6IgED/sPH0Dx172qF0auHK0UpT9/GhFr7MS+/pk+J1Blj34VGqjyuEJUJ8/Bj7EY6YBlaev5IDny3jyEalkWt0WgaTrlpMQvY/VKiWb4VPZysNR2/ZTdCWxnd/309LtZOccbG81tnK4ZpOJvaL5JNFI/4tH+VEs5PrP9vHiWYXOrWKL68fxbDkvvJMkiQiIPzh/fOLfl7a9xLLCpcBSs+zie4c4jd29NnOFBLKwKlzOHpcpkEuBAFC2z2IDQq5QwZ+njSPo9lDESSJKdt/JKl2K4WJXVgHpvPKjNcJN/5rRAJP0MMN62/gYNNBIo2RfD7r8zM2nt25spQDv1QRkWjhkoeUa+jYVkvnmjJUNh2x9w5H0KoJBAIc/+03ytvaKKutpbOzV0M7LS2NBQsWoPkD4sE/2v+mOer/SzyKpkJaXriPovgCvHkyITUSA0d/zKXrtbSXdTEaiBSa8OpaCWqcoOrrjxh0elKEGJIdYYRLFupVHezQFuITgmTWi4RWunFYk2kNHwCyxOi0ZobcOa9P35JgezutH3xA5/LvEE+5l6eaccgQYp55k9bPC5E9QTRRJiKu7o/m92Kz3/4Om55W/p7yCF0j72TQ48o7jgzzXDrSg2ra1TKlgy0MT7czKCGUrBgrUVb9fxRjyEEJ14FGOteUIfslBIMG6/g4LGPjfh/sR5HmbFu6FG9+Pt5jBYidnTSHhHHl4y/jNRh44JO3uMimJ+bJJ9GEnS5h8o8mihJ7VpeR1D+c+H7K9sXFxRQWFjJ58mSs1n+diCpKMnPf3M6R2k7mDYnn+XGRVFx6KWJrK+YJE0h8+60+vQ5Pmt/vY+XKJ6nTlPFS2N0EBS2L5HeZhnIPNGobXRUxNO2wMMR0AVH6bga2XsVq6ya+C1nPuNyJPDH2iTPeC9+JE1RcdSXOtGYcF6kRLUoFs8Glpqw+wIn9Nq5omoU+S6k2sC/IxjTodHnnf9XyH36NXysKkYLV2CJjWfjsi5hsp8uSgpLQdGyuwbGtBrrxBU2kEe1lybzzyXsEAgHmhBQyrPMnMITA5Ssh4fd72Zy0/5UAut/vx2QysXz5cubOndvz+VVXXUVHRwfff//9H47x75zYjZ//yn6zgF8NggwT2vYwwbUMa5YTnUagPiDwSqMBtzoGp/1qAgZFSzzXJPDewCwyTP+CPlN7JRz9TtHcqTvY9ztBBdH9FcaAFCRY+AtORwwe6R5EogEZz8AgjSM1+HQBPjn2CYeaDwGgFtTEmGPIDM38/7H33/FV1On7P/6c00t67400CIQeegfpIgo2UNS197Xrqquurr2hYkPsWABpUgSkd0ggQEIa6b3n5PQy8/vjQCAkgYDufvb7e3s9HvuQnTNn5jUnM/e8Xvd93ddFSkAKE6Im4LdmH5vXryOnp7vNLSgoiKCgIJqqqqg/dgi53QYqLRNmz6YkM4PizCNIkohMrqD3uInE9p+E1iuo7UE/H8YmG3tX5JN/2N0aodErmXF/X4Jju38D3bnpTvZV7WNa7DReH/16xx2Kd1P2w22MGfw1ZrmWNxIjuDn88tplz4ckSRS2FFInBfJsQRUnjO5Wl156DW8lR3Zooe4MlsN7Kb31NkSH4NYuTEzAUVWDaDin7V+hQDdoEB5jxuDsM4zcfCg+3kBrY0d5n/MhyAQCIjyI7RtAjwFB+IV2MSZLM3w1HWpOgM4fbvgJIgdf+ODpX2NZ9Q0NjmcBBeoe3vjP69nuhWI0Gnn33XdxuVyM6jMDqVXHqYxanPb2L+uQOG9GzInvVE/5fNgtTtZ/fIyKvGYA4gcGMWJOAh6+3V+Y/y9Nqv5onOrutUiSxEM/LOKYdxj52ihcwtnESKp0hBmsohcnEEzB+B9+FJ/gHuS5wKVyax9is2HMOIqrsgKl1Ix29j6E6CoEQUFS0suEhc45ywpyiWT+Xk7h0Tq8AjQERnkSGu+DR5iC6b9Mw2YQCS6eR3JrDyId7oWDSiNHpVN0kHuSOy0E1uwmbVI0gZPHYy8pxrh9B6LZjCoyAmKjmdv8Bo1yC32EZ9ib7UVMSxWvndxAkyocQ8ok6q16kEAlgKBTcPVjA7t+Fs6D5fhx3qk18IFMT2B9FfN/+RDvG0Zy95VPI9rtNHzyKfWffdbWGaIMD8dR4V54KhPi2ZMUQ31ZEXJ1f3o1WYjMX4d++DDC3n67y0lT48+5mDNq8Z4ag+eYzlvAJFHkl/ffJKe4FIePvzv+42btxMbGYrVaqTg9joCAAEaPHcuTViVHWi1MC/Bmce+YTouJAA0NDRzac5Qjh05gkzW7X2idwCazUamrpFndTJAlmFBzKDIErJKCUn0yi+6/8oIeF03VlXz92H24HA4m3n4vfSd1YiLUDbhEiQd+yGD98Wp62eVMdaiROdxj9vBV0/+KaHqNCG3TcwQottgYtv8kEnDtwS34WYyYA3ry+n3XXnCS7bDbWPf+G5w67HapFwQZ8WlDGTTjasISky9r/J3h/2KMsrS0Mva3w5QEnn0urqywsyC7nM2qYwCM8e5FSGgNrfosNFFymg0HcTgaUSr96NP7I3y8BuOoNmEvMeBqteMxMhz56cK8oaGedTmNvLSxEItkwDHKC5cqhFhTGX8P7kdKuBfxQR6oFXIaFi/GtP8AfrfegnbgECzH6rAcrcPQYmBXaybFMncbXVBQEJMnT+Zdm4LlNU309tCycWBipxJEGQYT1xw5hUUU0coE5IKAt0JOvE5DhsFEq0sEixO50Um/OD+8lHIiNCqqbA72NLViOadDKKHCRtqRXwgrz2LQzKsZM/+2ts9El0jh0XqydlVQnuNOLiUMDmbiLT27NNBy2FzsWZZB+tp/ASIqz+vQ+cTQZ0w4iUNC8PTXsO3bHHL3VwPgFahlxm29KPk2i3lpGhrUMgbnWbnLoaXfpCjCEnyw26uoqFhKcPBMPDySOj3vpSBz83q2LF6Eh38At733aTvvhPPx71OVLCytJVqjYkdacpuRamdYenIprx96HVFqPy8REEgLSWN63HQy6zJZkb8CD5eOzxpewrdBBzIBryuiaU4L4vbsYo61WpgT7MuHvaK7OFN7uJwODqxcxqHVy3E63AvFuIFppIwej6GulvqyEhorymmoKGsnC3YGap2eWY/9g8hOugWO1B7hzk13YpaUyCOepxZ3IXq4jwfL+/VoF/urnv8nzT//jH34Vcy7di4RNoklo5IJ87vwO/L/YoxyORy8/tLL2OXu389L1BIm+uEr6SmyF1GnNOCUiRjtlYSUGZCJEgpVAnrffoRN/BC1RyNGkzdf1z3I3th+bcfV2WyMysslyVBBsLeSwQ1rCbSbKJb6kVHjxGqqb9s3SNsDUZmC6JtMj4EhJA0JISjaE5dDpKnajLHJiqnFjsshIpMLKNVy9D5uUo2Xfze7PyQJGk5B+UGOH9qOWHaIvrJCajM9aTh5NlGjSU3F/5YFeF5xRVvCZdWRCp5ccQybUyQ+0pusZLdsiDKjgSE6LU9PS2ZgtB+SKHLkt1/ZtfRrfEJCmXXTUwhVTozNVnKKmqhptvDZQA9yAlREqJVsGpyEn1KB1eSg5EQDB1YX0tpoRaGSMfzqeBKHBzL/t/nkNOYwNmIsd3vN5dCPP9Jn/GT6T53RkZ0vivD5WKjKhEF/gxnvAFCZ38zKtzNAgC89rNj1cjb9fQwh3peuodxqdfDAD0fYnltHUrAnvz44EuUlmhiWGkp5fOfjZDe4Tfimx03nwf4PEuYRxqn0A5SfzMJhtVJ0NJ2W+lpswVE4fN1JJWVzPZqqYhAEEtOGkaAqpDbnMAv7/I3diaMAiCo/RVxpLgENFVi9LEwfOYOZ469CcTqp3xmBT5Ikntr1FOuL1uOp8uSrKV+R6JvY6fgtRjvf/mMfDpuLqXf3Ia5fIJJTpPqtw7iabXhNicFrbGSH4zc1NVFUVMTGjRtxOBykpqYye7bb9F08TZy6GP5XYtR/NR/lcrLpvhdoDanDZ/QWJJccj7znaK6NpcpUR42yDKuqsZ1MnVKpJDAwEF8fX0oLimm1mzo9dGhICNOLinAWlyDo9WT7jqfQFIogE7jibynED+xIoBLtdozbtmPcsQN7SQmO0lJcBkObrFn4e++i7T+K+i9O4DLY3czuq+PR9e2EjCVJsPNN2PaK+9iJU3nqZCxb7X0YLAXT2yDgQuJbTxt18vbrFr1KTqiPlrgAPTcPi2FEvH/nhFWHiKPOjLPWjL20FXNmLaLJvb5T9/DG77qkTmWy2l2z2Uzxdddhyy9ot/2VOx9mS/8h9G1tYpm3HM/Rl9Z59mfh233FPLc6C0+Ngq2PjiXQU43l2DFKbl6AZLUScO89BD7YOUPcbrezfPlylpud7O2RihyRl3wPkWxeitXq1oSXRPDWjyVSMxdxmw9i7dmuKWWUB7regajjfVCG6EEA84ED1K74gqaqXRjHOXHEuv92GqeCHvlNBNXasIv9qZDuQ+10z2Us2cuJeOlWtP36XdZv4Kyro2DCRA4n30yNPB1EA6HxScx9/hWU6q5jvavVjnF/FaZ9lYhmJ9v8czllKicqKopbrp+NbOm1UH4QVJ5w1w7w79HlseB/NIFeWVlJeHg4e/fuZdiwYW3bn3jiCXbs2MGBAwc6fMdms2E7R6vQYDAQGRl50QszNbcyattBKn3aV259pQZmsYIk63YW1+io9Z6O0Xs6kkyFXLRzm3kPL2gNyH1j3D+y1g8cZrCbwGkDpxVEBzgskL0a8jdzRlsKBAjpDTGjIHY0RA/HIag5sX0L+Qf2oqlQ0tdnHHJBjoxqAlRvoJIXwODbYeobOCUXH2d+zDdZ33TQWg8yKvjgcwmsNk7dczfpTU1dXrtSqSQoKAhvvY7mwjya808is1kQgNh+A+k1ejw9BqZ1eUNW5Dax86c8GitNaD2VXPPEQLwDu2ZwncGOsh3cv/V+FDIFa69aS4RnRMedvr8W8n9j8dA3eFY9BE+5jN8GJRGnu3wW1BnU2Bz8u7CKn6rdrYveCjlPxIawICygW/q9Z2Be9QlVr7yNvfVstU8eEIDnhAl4jB6FbsgQWk0y9qwooPjY2Um0TC4QGOWJxldOrvUEuU25gICX0494VTLKZj1WU3tJAW2IQEt0GereFuIDY+kb2JdglRd8dw2U7AF9ENy6AQLiLz5wSYJf7sBytIhG51NIkgZFgBa/G5JRhXvgtLv4cclaCqqPorB74tvYv+2r4Yk+jLoukcKjdWT8VtKWUO8xIJD+V0R3ySK3GO38+kEmtSWtqDRyxt3Us9MX9sXwvzKpgkuPU5cbowCGbf6FIoWb4RYsVTGUPQwypqNulmEwBBEbl45GY8Jk9CF/101oWjsuzAWZg4iRH6APOYnoVFGx5x4U0mDiBwbhH+6B6JI4trWM2pLWDt9FLWJ1WtC42i/M5T08mHxDMlU2O1uPV5N1oh5VjZHkxhLG5v6Mj7H2gtflVMnZkygiGzYIl2sSA799F0+HBUViEj2W/YTFCqcyaqk+1UK/SVEERXf/b+6wWvnpg7d5JnUCdpWGnvkfs2rBG3irzxZ7bPn51H/yKYYNG0AUEZRKkMuRrFakB+5hw85NgAyN/gbGmn+n5xfvI9N3nZxoWlWAaX+VWx7p5l4dJlhms5nvP/uYiiZDGxM1PDyc/v3707t3bzQaDaIokp6eztatW7FYLJwIi2V3Ql80oou3aMEXCa1WS2pqKh4eHthsNo4dO8bRo0fbEu9noNXoaJB5cbJFTitaRofJkDeXIjk6FvECw6P5sSaYMqPEwGhfvvvbkDYz4c5weO0v7PhuCXKlkhtffrtTBuaFIEkSz6w8wQ8HS1HJZbw+pw/Te4aQtbOSo1tKMRvciSm1TkFMagDRvf3x8FGj91Fzb2UVWxoMjHPZSdq9HlGCXhPmcP3ojsbbADaziZWvv0RFThYKpYq+V0yl/5SZeAeFXNKYu4P/izHK5RKZsnI7hV6eBNoEij0UCJLEjcc3EK/KJiSgAg+vcmTK9olOD49kUvt8ilbbyRwAaKmtYe+y78netQ2tpxdDbrqLlx2F7JP1QyGZyRo1GG9l97vPjPsryVizl72qXKy4FwbBCYm8F9mbFpfI/VFBPB0X2qaJDVBotjEzI58Gh5Nxfp580yeujUkJkGeycvOxQoqt9i7PG6ZWMjfEjxkqLXte+RpT42YQPAiIvZuACF+CY72RyQWO7yg/W4gUoNfwUMbcmNRl8vxcbFj0Ptk7NqPUxSFXX9W2XamR47C6EGQCOk8lphY7/b2URMlgU4CcZwa652xf94pmcvDF2VSXCkkU+fKRu2mqqmTcLXcyYOqVXe5bbLEx+kAOdkniq96xbpPTi2Bf5T5WFazCV+OLv8af3RW7yajNaLePgMC9/e7l9qS/0fJLQZsRtSrGi5LRIcysqUIG7ByS3D1CzGkY6mrZufQrcvftaq81dQ7Uej1x/QfjGRBIQ3kZIDHiupsIjIrp8rh7KvYw/8gRLPqRyCQ7kz3qebX3EEJ0/oiSyOqC1fxW/BuqFjN3f+eNZ9IcKnRyGpUFTHlkPjLN/3dkpv6b86iX3vwBk0pgZIsnfc2eGK2NFLRupdB0CpfU/l0tU/ZA6TGNiFGLcIRWkmUbzM7G68kOc5+jT2kpqZUn8Ti9ZjoXQSobg8dNp1effhxdv4pDa34hILIXvuHTqChw4LC62vbVeqmwttq7un3aMGh6DENmdv8duyu/jgVLDiJKEqv77Cdx3ydUHfZBGx+KzyNvoR0wBFEUkZ3HoD5S2sQd3xym3mjHkeCFK86TcLmCvSN6opa3nw84rFbkSiWyc7ZXWu3cllnIUbMVXCJXmuR8ODmFXT/mkXewxm1uibuQN+3uPviHu7u8chtzuX7d9ThFd0fxiPARXNnjSsZGjEUpPy/GZ/7olqtRecKDR8DjLJPx14+PUZJZT7HCxZBbkpkz6NI8pc5Fk8nOhHd20Giy88y0ZO4c3TGh4nA5qLXUEqYPa5vvtdpbWXx8Md9lf4ddtOOj9uGVka8wOmJ0p+dpqGni04WLsCsdIEmo6ipRNVQR228gY2+6Hf+I09dw5Duk9U/wYcgsXom7q9NjyUQXvio5LuQYXS5uCQ/g5YSz79fvT37PawdfQy7I+fyKzxkccmHC1f5Vp0jfWIJfmJ7r/jEYmVyGKb2GpmV5CBo5IY8Pbit0n4/8/HyWLl2KJEkE9ejDYWckLgm+vu2/5xH1R/HfzEe5zGbu+vpnZAmFJMuyGJafgrZ4CPuUedTIzjLBQ72C6de/L2H6QLzMKlw1VmwlBpyNFiplTZQFtlLsrMJoMhEYGEhCQgLDhw/H4xypWEmU+P2bk+Tur0aQCUy8pSeJaRefDzdYGtj70oPEr8xA3TOZ2F9+wdVio3FpDvbT3ciann54TYhCFdEJs3rPQtj8HACNzgi2ttxPjcNdpB81zQv5oAQOFTVyqKSJnCoDRfUmzlcoHRDlw4LhMUxKCkIoacWSWYe91ICz0Xo2zXYaJqVAXbIPQ6/rheIiUiGSJFH5xJMY1q5FHhhA4P0PoOmdQklQGGNPlCAAvw1KJNXz4nmu/wSOljVz0xcHaLU6O8hStaxdS+XjTyDz9CRh+7Yu16miKLJ+40ZeM7goCI5ELol8EBeEYckd+MRX4BlxtgAjCWpqWtUEtPYg2BiHTHTPK1xKMy5VC3Z1GXZ9NS7dWb11GVoiG2MJP1EPQjCtHg9gr3OTsRxakdyCL4k+dABZYCDRXyxGk9h58a4rOOvrqXrueYzbtmEfOIFd+rHYDD+CZCVuYBqzHvtHl3JoZ2CvNHJs0XZ+VRxGQODue+4mODgYbEb44XoISIDp77St0bvC/98k0F944QVefPHFDtsvdmGixcIrK+/F6atA06LHog5jhXd/GgT3C9nD1IKEgEnvPkavymyeOPExYxXZaOSd66Z2idjRkHI1JE8HD3fy0GGzkrFhLenrVmE1GOjnN55Eb7dpVZkplxPmbYyKN5Bk3en+W97wEyRNcY9dEqm31FPWWsbJhpNsKd3C8M8OMipbwpUST8qy1TQ1NrLm0w+pLC9HVGto0QcR5KvDZDR2NUoEuxWZzYrMYUMpigSGhRGb1JO0SZM7tEjYrU5WvXOEutJWvIO0XPPEQLQeXTMXLU4Ls1fPpsJYwa29b+WRgY903Kk2BxYNAQRc9x/mqhKJQwYTURoV6wYmdKr52x00Opx8UlrL5+V1bYywG0P9eCYujADVpbWXtaEqE8fXf8OSX4ZCI6KNCUAYdifikPs5tqOK/asLcTlEECCmTwApI8MIS/RBdc4C50T9CV7e/zJZDe5WvSSfJB7p+STaan/27j6Bq0yDXHLv36CrZHXKQlxKO+MFT26oyGWQpEa4ZR2EXlj7tB1srfD5BOy1Nhpc/8Ll8gUZ6IaHseNkI8cNmxHldnxMPUmK70VAhAdB0V5E9fJrM9wwNtk4sLaQnH1VbS+tkDhv+k2MJLZfYBvLwGpysPLtDBorTWg8lFz5YL/L1s7/X5lUwaXHqcuNUQCPf/cvzFqBmMZa9M0SplZfnKICEQkJEZWmhd4DN6NWW6mtjcGyfQTRZS3YTxePVYFeyG88iUt7BEnU0JL1BLV5UYiujiFcrVMwaFoMDpuL2mIDZXmNuGyn95NJ+Id7csBhYavJRIu84/dlAgyN8+fdGQmodv1O66bNmPbvRxkaiuf48ShCQ3CUlWPatw97YWGH75/0jebQXc/y6i1dm7JcDFajkRWvPk91QR6/j5hKRp8R9JBVsWfM1E73t5eVYc3KRjckjZZVq6l9/XUUgYEcCPejRnIiUyYQlXI9s58YfMFklr28ldqPM8EltZNxsVgsHDlyhO3btmE/3Tod6u/H1FlXERUV1fk1WK1s2Lefh5x67AolI/Mz6V1Z1Pa5XC4nISGBoqKis5N1CZR2HyKCY5gwZxj/3FzC77l1qBUyFs0bwISewbhcLkpKSjh58iR1dXVER0eTnJxMSEgIeTVG5n6yF4PVyfjkID6ePwB1F1IxkiSx6o2XKMw4hG9oGPNffQ+VtvsTy3c257Hw93wEAT6eN4Apvc/q3TsdLnL2VpHxW2mnHTuKqyL4p9qMr0LODZkHEevLqMSPVx69i0DP9kXW8uwTbP78Qxory1Fpdcx4+B94BfXAanQQHOvVfamsbuL/YowSRZGVK8bj41+Gy6XgIx7hgGIIvaVMnuKltgST3ajGUOKBtVmBt28PUobeiUrtiVyhQCaXIwgyJEnCUFdDzt5dFB053E6f3imT88n8h7Do/Lg5wMYbfYZ0PqAuIDlFqt8+jKnJSHZ8A0crTyKKIpVJfVgT4k6ODPLS8WZSJD09tOSYLFx39BQ1diepHlpW9o9H38nz0OxwMn/9cY6WNTM9KZgxKcGU2+zoZDLG+3vRU69xe1A4nXx+/+2YmupRaMej0PTrcCytp5JeI8PoNTKs+6xToKW2mi8euhNJFBk57xkq8zVUF7YguiQUShmT7+xNYJQnm947ykCzDZkgsNvo5OdBHuyNVuKlkPFhz2iuCLh40vpiECUJo0vESyGn4NB+Vr/1Mmq9njsXfYVK0/U13XK8kI31Bsb6evJD37jLZniVt5azoWgD64vW02pv5aURLzE8zC0zIUkS5sM1NK85heRwF3QeHeHJDg8uiYV+Lhoryzm0ZgXVp/LxDQ0jMCoW/4hIfMMi8AuLuKhvwvnIM1kZc/AkEgI+1S+itBegkCkYFzmOBkuDu0AgwYK6K7m+wb0esBfv5P2UjbzxzBbU8v/veMn8N+dR437ZyklftxSHziYy9bCJXuUOJMmB6CxDdDWTmRjEicRQWhQeCFobZqUWh9D+95yUaWZojpUeqS6C7V+ja87CEyNZJHJQNhCH6J4jKJVKEhIS6NkzmZ49e6FQKHA5RMpONpJ3qIbCo3Xu9QGg8VDi5a9B561GqZIhuiTsVifGJhtN1af1+q+KY+CUmIv+pnWtNia/t5NGk53rBkXy2jV9EI5+D2sfRhIdZOpGcTJwOkVVTWg0Gq644gpSUlLanreyRjPPrT5BqL+OFT4iBpfI/FB/3kyKuOAzubq2iSdzy2l2ulALAtKRevwqbdyj9MLZ6C4w+oXpiesXSN8JkR2kPzeXbGbR0UUUNJ9lf/qqfRkVMYq0kDRGhI8gQK6DDwe5ZWom/BNGtV9DfrY+F8uachQI3f69LoSfD5fxxPJj6FRytjwyhjAfd/yqMlaxNGcpa06todHaSJg+jFERo6gwVpBek47F6U4qDQkdwssjXiZE33lystVgZNF7i7GIzQiSgokjhyM0VxOakERsv05kBJqKYc0DFFQX8bvfUHb6DqRAHUGtwgurygOpk+TRtsFJJOs1bC/bziPbH8EpOXli8BPc1Oumi16/1eTgu+f2YTM7GX19In3GRiCJErUfHMFRZcJjRBg+Mztnah4vb+HHjTtRlrt9K/KcARxwxXDgH5MI8Pj/Roz6b+aj6puqmH74ACWKGMBtgN6vLJ/BxSdRSAKJrlB6u6LwkTpPjsr0Snxnx6PtHYAoithsNk7YRZ7KK+O+qGCuPq9ALooS2749Sc4+t/n62BuTSBnVufSkU3TyXfZ3fHrsU2hpZdEiFxoHRHz6CZ5jxiC5JAxbS2ndWtqWD1D38EY3IBhtb//2BpFVmZRt28n63fE4RTUqwcQIz6/oqd2CEDca+t/kzpOp9FgdLiqaLVQ1W9lysoYfDpYS6YRpKLkCFT7nlS+NgkSh5KIYkV04OYgTF9A73IuXZvVmQFTXJIGmH36g+sWXQC6n7Nk38R02hMQgT96prOXTsjqmBHjxVZ9LIwr9GXC6RL7aW8xrG3JwihJ9I7z55d4RyM8hckiiSOHUadhLSgh+5hn8br7ws33wcDqPFNVQEBCGXHRx3bqv6VF7ivk3hlPhb6HOdhKns2sCbjuIMtTGSHSNyfgVT0VxWgq0DQoBjyGh6MdHMH/dXG5/P5+IBvdH2kED8ZwyBbF/Cq7oUFQKFVqFFq3i7DzRZTRiyczEfOAgTUuXuvX5ZTKilnxBepEvmb8fxG5cDpKL/lNmMv7WzouLbb+VJPHZu4uoMtSRLIUz56GbzkoPOawgV0E3pNX+JxPol9My80dYCat/7YeH7izr0iEpOdT4IMv0adSe1v/2bmlkzP6NJBZlIwAKuYykGA8GhpsJdBaB1QBqD1DqaLJrKWrSUNokp6JJAJkc37BIfMJj8PDzx8PXD7XeA4fVyoHVyzA21BOqjSM1cCw+cnfiXjbYk017P6Oh3K2jHRygo5f8OKIuCNWEJwhLSsE/Iqqd/prhwD4qFtyGCLxwu45H5rxPxfe/UXLsCA5BwbqgKTx5+5XMSA3D6XTS1NREbW0tNTU1VFZWUllZidncsd30DJQmA0NTkhkyaw4evmf14EwtNla8nk5ro5WgaE+ufLh/m276+ViYsZDPj39OiD6E1bNWo1N2knBZdR8c/c7tJn/999TZHcxIz6fEaifVQ8sriRH09tDS4HCSZbTgr1Qw0EvX6cTO4HSxtcHA6tpmtjQYcJy+ZQd56XgxPpyB3TBcuigcFtj1DhxeAuZ6nJKK3+z/prjJPamISPZl9PWJ+IZ0fS6X6GJF/grez3gfg90tA6NX6jE5TKgdOlJbRtKvfCJyi5oW32qWJbyFU+5OxCV7RHBTv3uYGjO1I1PjQmguhS+uwGUw0ax8FovRrUOfISshQ1WARqXl4b8/jEZ74YlOfbmRo1tKyT9U05aQ9QrQ0HdCFPEDg1i36Bi1xQZ03ipmPdy/2xIcneF/ZVIFlx6n/kiMAqioq+Z4Xh6FpyppKrKiqfNH4zz7W2p9DhE18XMEmURO9kii1laT1GLA+/prqR1fQG39RmQyNf36LsHXdyh2q5PiY/UUHqnDYnQgyMA7QEvazDj0PmrsLjuLji7imxPf4m0MIkgfxFfXf4pWo8Fsd/LjwTLWZFZytKwZP72KcUlBjEsOZGR8QAf5D0kUQRDaPaOSJGE5epSfP36YwLxaYmsExEFDmRsyA4tczW8PjyYp5NILLZZWA8tffo7a4lO41DJWDRcoTHoRpQDHRvTGV3k2NlmtVsrKyigtLaWhoQGdToenXo/Pm2+hKiykVaNiV2IECAJKj6sZfs14Bk2LueD5jXsqaF5bCDIBzfxYDhZncuTIERynE+cyq5ne0RFcfU/nbXbn4oWCCj4pqyNZLecFZzMWkxFJkqioqGjHNvfUeyNV+6O2BDFwYjxDZsXx2PJjrDxSgVoh4+vb0hga1z19zEPFjcxffACbU2RwjC+f3TQIX33nRVFLq4Fvn3yI1oY6olP7c9UTz6PoBiN4/fEq7v3ezRJ9ZXZv5g3pPGklihLVp5o5lVFHdZEBq9GOod6KJIOPrw+kweXi/Qhfsr//EgGoDx/FB7ePRxAEbGYT277+nKztbhNwracPgT3mUVtyNp7F9g1g6t19/tRWzP+LMUoURdavHonGqwZBgFqCeJyFOAUl97W8jq4+mwpdGI/NWIyrrIFVb/4Lu8XS5fHORVTvVIbPnU/B4f18WljB1lEz0TpayRo/HN0FfAC6whn2nEynQPm3OL5a+g1Gk4nmAcNY5xOK0eVOaA300lFksdHocJGs17CsX48LFu9/OFjK078cJy3Wj5/vGtbpPlk7fmfjonfRefsw798fY2xyUldqpLqoBUurncTBISQOCb7sos7Gj98ja/sWQuITufFfb+F0StQWGdD7qvEJ0iE5XNQuPoGjxIDDX0ProBDCUwO4taScgy1u5tG9kUE8FB2Et/LySAUOUeLWE0X83mBgRqAPSRuWIhzeS9pVcxl1w4Iuv7e7qZU5R0+hEGDr4GQS9Zcuu3ApcDbbaN1RhulQNSd1AjcN018WC/0/gdtPFPFrXQtX+OmZqT3KirwVbQQLAK1cy5uOp+mR65Y1NAvHca38ALmfH3GrV6EIvLC26P/FGGWyG7ht1yKKhCQqiMQlKFC4RO5cX0x4owuTVmD5eCV5AR3fRTJRJLS2hmgvfx5KS2K4t7tTU+uhcncelOyFQ4shMBnz4PvJPHaM9PR06uvPdp6GhYVxww03tNO7tVuc1Je34h2oQ+et6vI9lPFbCftWujX3zyQxz4fV6KDoWD2lWQ0cLGsi02BGG6Tho/uH4umpwmyw03jsKPt//4EsfDp8PyEhgUmTJnUwRdxc38LNx4uQgJfiw7gzsv3ndlGkzGrntcJq1tY1A9DXU8uiXtGs+TUfcVstGklAqVcw4+5UwhI6nvt85Dfl82vhr6w9tZY6S13bdoWgYJIuggV5+0nRBsP9h0F59lm1O0VGv7GNyFonY63uWD3s6h4MuOLSi2JnIIoS1366j8MlTUxPDeWjGwfQbG3mqtVX0WBt6PJ7sd6xPDLwEcZEjOny71pf2cKSJUswO1uQiUrmzrmenqkXlg0A3PdcwRYo3Q+VGVCThWSsYYMthAO1/TFrvbDJzawfNw6j90CCnHlEtH5FWWsZAFNipvDG6De6Pe85vr2cnT/modYrmP/SMDR6Jdb8Juq/OAFygZBHBqI4XeyVJInteXV8tLWAwyXuBFy8vI4RymIMGj262HhevGbmRTXR/1di1H8zHyWKDv61ZiHHPRQcdwygReOOFckOM18P6kmoTYXleB3W7EYcdWYUAVqUwTqUwXqUIXrUcd7Izsm9lFhsTE3Po9HhQi+XsTMtmXDN+WsziZ0/5nFip3s9MeTKWAZOjWl3b7TYWnhsx2Psr3Kbvcd4xTBq5SlmHpRoTgpj2Orf2/Z11Jho3V6O+WjtWTa4XEAV5Yk6xhv8tdQ0Wfl9VSGiSyK8h54Jo2vwLP4Zcta5NUQAlDqInwiJk6HHBCRtEOZj9TTvqUCqPMuSbkRkK05246AQkUYk5DKB3uHexAd64K1Vsiy9jFarm4hxzYAInpySRJBX+3e8rbCQwqtmg93Ol6lX8nOcu1tEEsA1PhSnQsab0aHcFBfMfxKSJLEms5Ijpc3oVHLqjTY2Z9fQZHavH6f1CeHVq1Px1naci54pACgjIujx28Y2b66uUF1awLUHT5LnH4m3uZXnNr3GfN/dALzp789Wfy0DNWpuVMRhqq7CUV8LMpCZBZSaMDwihuPhPwyVMQpaZYhNjUiNZYDSTRLWeaHp4YPn2Ig26ZwdZTt48Zf7uO136J/vQnZOFtmsgjpvaPIQkFQKtHINcU0qVFXt46wmJYXgZ/+Brn9/rCYHS1/Yj7EhC4fJbf4+9uY7GDh9VpfXnZWVxbJly1AIcq61DCMwLRrfq91G7pV5Oah1+rNdPxfA/2QCHdymDWlpaXzwwQeAe4EWFRXF/fff/6eaNkiSxD9W7KK6ZBfX1S3HS2dEd8wP/x4v4ZDp+H2AN7LBQcwJ0GOtr6Mw/SC5+3dTX1oMuHVU+0+ZQcKQ4ZxKP0jBoX00V1d1+zpDtLH0CxyPt9w9ERZUMvyuTULbOwCn3c6htSs4tOYXHNaOi02tpxe9Ro+n/5QZePkFUHTNHGy5uWQMD2NLkJ3EMk9UThkuuZLVgVPplzaIj+Z17RYsSRImk4na2loaGxtpbGykuqKcxro6mk1mEATkJgNedRWMnHsD/afMbGvda6wysfLtDKxGByFxXsx8sF87ljVAYUsh16y5Bqfo5L2x7zEhekLHQTSXwcL+bvmbv21p0/M+t426MyTrNcwO8sVDIUOUoNBi46TRwmGDiXM8CenjoeXRmBAmB3j9+fpVThu2wz+z/odWKm3JyAU7IyeqSLl6XLfP1WRtYuGRhazIW4GERKx3LPf3u5/xUeNprrSy6p0MbGYnAdoj5MZ+yFofH6yS+zcJ0gYxr9c85iTOwUvVzYe5JguWTMVpNbPD9Amech0bNYcQBYnR8t4MHj8Mj7SQdm7yXcHUYuPEjgqO7yjHaXISpBQIUgg0uSRqlHJmPzqgzQH+cvG/Mqk6gz8Sp/7otZjtZrZn7GfnvgwqLGWoE+t43HyI8ggRh0PF0cNTmT//ISz27ykt+wJBUNI39VP8/cdc9NgGu4GHtz3MoepDAEyMmsjTQ54mSNdRdsdgdaBXKdpVwy8FG4s28vjOxwlS+LH+uk08/OMJNpyoZt6QKF6Z3T037DOwGo38/OJT1JUWI2oVrBlUisVHhrrHYk5Z4dXECOZ6azh69Ch5eXmUl5cjdmIKqFUoGL5hIwGNjZTceA1ZJ46A4IHWZwFXPTqUsISuWQySJFHz3Qn25B4iW1GOC/fxFQ4b8roqIgP9uOHF15Erzk6ARFGiIreJvEM1mJptjJgTjxSgYfC+bCyiyPepcUzw92p3jpKSEvLz8/HRBnLox0YkJ/QaEcrY+cm8tjGHT3cUIpcJfH7zQMYnX9qkb29BPXd9l06r1Um0v47rB0cxIMqHAdG+HXRAqwvy+PmlZ3DYrCQOHcn0hx6/YAtdYZ2RKz/cg9Hm5M7RcTwzrecljW3T4hPkH65l+0gvdoUrmBPsy8AjByjJz6bC5cU1191AX7WBdQvfoKW2BhDwCR2MxTIIQXBPmtU6BXarC0mUmHBLT5KHhl74pJeA/6sxqqboFIJcosFUTvGJDWyS/PghcDKhthp0Le9isFYQqA3k3XHv4tei5OCKn7AZjDhsVlwuF5LLhSiKCAIoNVriBgwmecSYNqmL1afW8UC+HrvahykHNvDJ/Q+g8bj094kkStS8l46z1oI+LQTDQBVff/01oijSZ+x41gdEsqGuhTNRoZ+njh/6xrUrvHWGU3VGJry9A5VCxrF/XoHmvHemJIp89dh9NFaUMerGW0ibNeeSx34xGJsa+fLvd2G3WJh0x/2kTpxy9vwukYZvT2LNaURQywm6p69bxxJ3EuzFgkq+qHAn/LQyGXNCfBnu40GcTs0Rg5nN9QZ0chl3RQYyqAvigSRJ/D2njB9Py+OdwaDj+/h+/rV4+3VexJMkiekZ+WQYzNwaHsCriZ1L+vwnYCtsoe6zY/y9v5ZdQQrujAjkpYSuDaD/08hsNTP5cB4CsC0tiWS9OzGV25jL6lOrcYkubm6ehbTNvaj0mdUD3QB/iq+9Dm1qKsFPP4VMd+FOoP+LMUoUnaw+8jjyxrWo5XLe51EyhDSCsDEx/Vc29hlHo8oPueTkatfPxAqnUMocROxsIv/UcD4JG4koyAj0VPPLPcOJ9LvwbyxJEpWVlWRnZ5ORkYHFYsHLy4t58+a528UvEQfWFHJ4fTEAk27r1Sa30FRtIn1DCXmHapDO1zoAt0eTToHN5MSircLonQ+A1hiJ2hqAXd2IxbMM6XTE69OnD4MHDyYiIqJN3uWT0lpeOFWJDHjttB9VZquZR3JKyTZaz82T8WBUMH+PCcZcZ+WXt9KxtDqolIts9nWx+O4hpEb4dPuanaKTQ9WHOFB1gP1V+9uKSApJYmnynfQc2p6EsCK9nEeXZRLkqeb91Fgy1pUAnScFLwVZlS3M+GA3kgQr7hnOqvJ3WFWwimivaB4b9BiDQwazr3IfB6sPEuERwZDQIST4JiDrwqjW5RDZvSKfvZmbsKkbEEQlsybPpd+IS5MzaAdTPdTnU3XiMKtXbMVkclDnG8BX1z4IggyfqufwlmqZ2WMmjwx8pHPy2jkoMFtZUl7PvDB/emrV/PzvQzRUmOgzJpzRN7glN+q+OI4tvxlNsh/+C3qx91QDb2zMIbPcLTeiksuY2ieEtL4h/NpUx3arCw+7lb1Dkgm8iPni/1KM+m/lo85g/6Yf2LF0Jdm9hvB7/9E4FUr8lHIeiQnh5jB/VDJZp/r256LF4WRmRgF55rMdnJMDvPiqd2ynuvgH1hSSvsH9vPQaEcrIaxNRquXkN+Xz4NYHKTeWo1VoeSrtKa6Kv4qfdn9Myt0fonRB45BE0t78HOU5xTdnoxVjeg2tB6sRWjvK29U5ROrjfRl/e2/kytPPSXMpHPkOjv0MTUVIkoBN7I1ZHI9FHIkknWYlywU0Pf2ojNSzxWJhV2EDVofIsDh/Rib4MzjGD0/N2fVVvdHGaxtyWJ7u1vnWq+RcnxbFLcNjiPTTYbfZOXrVXDyL8jgUlMTzw24nMcQTo9VJmQYc/fzB6kK7q5prB0Ry55g4vDRKNEpZu/P8UbhEiRfWZPHt/pIOn/npVTwyKZF5Q6K6/LuLFgsF48bjam4m/P338Zp8Rdcnc9rhu6upLsti5MDvMGr1JFeX8HTjHqLMO7jDs5WhWQILDjpQtJydy+qjlfiNikE/uC+CTwR4hoBHMMiUsHQumBsg7S6Y9kanp5UkiVs23kJGbQa+rRKjT0j0KZZILpdQXUDUQwgLwXPgYDxGj8Zr+rR25OGTeyvZ+k0Okisdm2EHAAOnX8WoG2/p0P138uRJ1qxZg8ViYWTfoSQf0INCRujTaRSdzGDd+2+g9fLixpffbkcU7gz/swn0n376iQULFvDpp5+SlpbGe++9x88//0xOTk63Jh+XemFOl8juw/mc+MdLjCs/gsInCt3oJxBkSjxGhuM9NRbhtPmMJElU5uWQ/utK8g/u7XAsmVxBRM9eRKcOIDKlD3KFksbKcgx1tZiaGjE1N4FBJMaSjI90NnGuHxKK56gI5F7tK4Sm5ibS162iJWcfsuqjmCUdlTY/nPbTQUkQCPULxC8zC5OXB6W+Hogut8aeQedgW0wYdcIEtj50DaHe3W8JPheFhYUsXfo9TqcLmc2CuracIB9vhs6+lqRho5DJ5dSVtbL63SPYzE6CY72Yencf9N7uqpNDdHDz+ps50XCCUeGj+GjCRx2DQHMpfDMLGgshajjctqHdxyeNFt4squZgi4l6hxOFAAk6DcUWO5ZOkmBnkKBTMznAm2uCfenpcXnX3x1YjQ7WLDxKXWkrKpmF6T7/Ikx1EvrNg0n/An33GKDgXiyVG8sZEzEGhexsAKjKqWHN+0dwSiqGxR4k7sG7WF6wgqUnl7YxNfRKPXMS5nBzys2dJjzPh1R6kK0LN3DSOIIW/wwcSjNRskAmmfsgICDTK9CmBqLrF4QqwrPtOTgfrlY7lpMNmI/XYzvVgnDOZF4+NZbQMX98Ufy/NKmCPxan/qxrqTRWMmvVLKwuK6/1/zv+pa9j0jlxueQYmsPw9XezTlJ6vUtISNf6s2dQbarmni33UNBcgF6p5+URLzMxeuJlj+9icIgOpqyYQq25licGP0G0cgI3f3EErVLO/mcmdFpp7wwup4MVrzxPWfZxnDo5aweVYvBw8e7Ydzkl68PzBZVEO6xM37+pXdLc19eX6OhogoODsVgs5ObmUlNTg1wQmBAbx6C5c/j2qQdprq5CpuqFzm860+9NJSKp8wVAfX09P/34E3X17ucx0OWBvTILl7EOn+AQ5j77Ct5B7ntDFCXyDlZzcG0RrQ1nJ7pKtZz868L51makr6fb3LCzSZPT7uLnfx+iqdpMTB9/pt7dhw1ZNdy31M3ufntuX64ZeHnPXV5NK7d+eYiK5rPF2yBPNTcOiWLekOh2UinFx46w8rUXEV1Oeo4cyxV3P9QpE91sdzL7o73k1rSSFuvH0tuHoLhEYy6L0c4PLx4gXyXx5UQv9HIZu1LC+ezDj0ASqbDo6Vm6G0l0Ici9UeqmIFO4E2IJvidIU32Gj8ZAuuka9tfPRKURuOGfw/Dw7Zx12up08UlZLQ5R4pkeYRcd318xyo0WQz2T9h2hVBXIALEGpfEzCpvz2u0ToA0g0TeRFP8U+gf1p19QPzxVHbtOsuqzuHb7uzT434/OauLub95g4KSpTLjt7ksa0xmcSZoCBNzeh2xDIWvWrAFg/vz5eEZG80tNE7V2B4/EhODZDaa7JEkMfuV36o02frpzKEPO6/jIP7SPNW+9glqn546PvkR9kSTn5SJj/Wq2ff05Gg9Pbn33E3Re3kguicafc7Fk1oFCRuBtvVF3Yvy9rq6ZN4qqyTVd2Oh8pI8HL8SH0fscLVBJknijqJp3S2qQAS9GB7Bs916ORbqTQpP8vfi4VzQenfyWG+qaufVEMVqZjIPDel62TN/loumXfNYW1/NEfy0xGhX7hvb8f2IQBnBD5im2NbZ2KScj2pxUvXoIyerEZ2YcHiPcsU00mS7oz3Eu/i/HqIMV29hy5CFStCIvCq9SKZxlmvlLdTyW+R5pX59C6RWIuk8SAQvuRDNoMOuOV/H2plxKGsz0Cfdm2d3DOhTJukJDQwNLly6loaEBhULBpEmTGDx4cAf98QtBkiR2/ZTP8e3lyGQCfcZFUF9upDKvqU0/3SdMz9bWViwOF0P9vfC1SRjq3c+yQ91Es88JECTC9ckkq1Roy38jvfUqrHIXYlgFLY6z5C9PT09GjBjBkCFumawn88r5ptJdtBnv58nuJiP20ydWywRSPXS8nBhOX09du65kvwgP1vm52F3aiK9Oyar7RhDtf3ldqDkrFvDv+r0c0Wi4LvFanh32XNtnVoeLKz/cTV6NkSemJHHv2HgOrSvi4Fq37F2fMeGMvC6xWwaWneGJ5Zn8fLicpJgaKrXvAvDt1G/pF9Svy+9UVlZSUVGBr68vgYGBeHt7Y7M4Wb8ok7zqDCz6CgRkXDXtWvqm/XlG5lajkc2LPyJv3y7Wjb+G7MT+pCpbWDVk8EUT5wC7Glv5W1YRBqdIoErBpkGJuIpNrH73CIIA0+5NJaZPAI4aEzULj4BLYnmQnPdq3YxzrVLO3CGR+CT5srGllWOtZ+eQozzULOobf9EY/78Uo/7b+SiAgzvWsf2TRTT4hLBu6jzqPd3JvECVgrF+nozy9SRJryFWq8YlSbQ6XZRa7eSZrOxpNrK1oRWLKBKiUvJ+zyjmHyvEIUl80TuG6YE+nZ7z2LYydv2cD5Lbo0A3sZnXy/+JxWkh3COc98e9T5LfWVPxX1+/l6CfTqC1GRA0AsELbsP3huuxKrzI2FhM7sEa7BYnehkEKAT8FDI8ZeAldxuxKwK0BNzW+6x8xmm4WmyYth3BlGnAZTmbs5FTgz6iCv2Cu5B7di0V3BWOlDbxwtpsMsuaAbfEtV6lYFb2ZuYfX4dRoeGdG17krjlDGZMYiCAIXJ2ez16DiR7NLioOVHc45ozUUB6fnHTZMe0MrA4XD/5whE3Z7i7O6wdHolbIUSlkjE0KJC3Gr1trpdr336fh409QJyQQvfR75J6ddHFLEvz6MKR/RY0ziH+bpvDzzFuRBBmTTxwgtqEKvbGVsMoqgqtrCDQ0EhzWhG+8AbWXq+PxzkVIHzf5Vdl1F1+poZTPjn1GpGckfYP6EuMVg6/MA6rqsJeXYq6ppMXYQF5jLj+bdlEQ6MTppeP+fvdzY88b2+XEwE2KWfriAZqqTYTEZFNy9DcAwhJ7Mvmeh/ELC8fhcLB+/XqOHDkCQGhoKLfccgvNn2XjqDBiirOxbutCJEkkbsBgZjz0JErNhTsR/2cT6AAffvghb775JtXV1fTr14+FCxe2vcwvhsu9sOs/20fV0SzeyFmBnywI7aDbAZD7afAaF4luYHCbBjRAcWYG279ZTGtDPbH9B5E4ZDjRqQO6XBxJkoTpYDUtvxa69RcVAh5Dw/AcF9mlEUcbXA74eDjU5+EKHURJ/xc5smUTxZkZHXYN79Wb4zEtrJF2n3ZsFhgVPpJ5PecxLGxYl5XxC6G8vJylS5e2ybzIza0oG2vw16rpO3EqKWMmYGqRs+b9o9jMTnTeKqbc2YfQHt4sOrqIjzM/xlPlyS9X/tJRD64+3508N1SATxTcvAb8Yrv8DWvtTrwVcjRyGS0OJ8tqmsgwmHFKEpIE0VoV8To1ad4ef4rx6MVgMdpZ/d5RGsqNaD2VzLw7gcDct+Hg54AEKg8Yei8Muw+0Ppd/os3/JGtzFtsN9yKTwdVPDCI4xgu7y876ovV8nfV1m36gl8qLJZOXtHvhdYZj28rY9VM+Zn0pJs9iNNi4d2p/ZIyidVsZruazrWiCSo4q2hO5pwpBLUeQCUiihKPShL3U0M7AQ+6nwamQIdSaEbQKgh/o3+FFean4X5pUncHlxqk/81o+zfyUD49+SKA2kJ/Hvc6JPbfg8jqbBImNfYS42Psuehyj3cj89fM51XKKIG0QiyYuuuj982fg82Ofs/DIQsDdpiu3JdBYNpVnrxjLbSM7jwPnQpIkfvv4PbJ2/I5LCb8OqcTkI/DKqFfoq+7L6u07eCkoEVEm47qDW+jj70Pfvn2Jj4/H9zwmjN1uZ8WKFeTm5gIQEhJCamIC+z57HyQRhW4iao9+9B0fgV+Yh5txXt5AdX0x9U25NFgNiIKAQpIYboknQRZNq6sJ5ygVKdMmtjHP60pb+f3rbBoq3O2Iar2C+AFBNNeaKShqYeEMH+xKgSW9opnWhbnfzp/yOL6tHJ23ihueG0KZycqsj/Zgtru4a3QcT18iu/t8NJrsrEgv50hZEwcKG2kwuYu2Pjoln8wf2E4WJm//bn59/w0kUSSiZ2+ufOwfaD3OTt5EUeLu79LZlF1DgIea9Q+O7NBG2V2cyqhlw2cn+HCGN816OZ+lxMCB3WSkH0ZmtaArykauTECpm4iX3kWCbBOJmu34K0vPjkeS8Uvjv6lxJOGhMROWGktEsh+JQ4KRy2W0Ol18U9nAR6U1NDpcKAWB/UN7dmiBPR9/xaizyDmxmZlVWloVHsz2FlC1fM3W0s1d7i8TZPQJ6MOI8BFMjZlKtFc0m0s28+rBVznlsQC7th/zNRKh7z2HIMiY/9p7l2xeewZnDH/lfhqCHx7Aut/Wk56ejlar5a677sLHx+eSj3nf9xmsO17Fo5MSeWBCQrvPlr/yHCXHjpA2aw6jbrzlssbcHYguF989/TB1JUX0HjeJK25/gIYfcrBmNYBMwP/mXmiTu2bWSJLE3mYjq2ubOWm0cspiJUarZmqAN0UWG8uqm3BIEjLglvAAbg73J1Kt4vG8cn6pcSdQXo8PQ//NB5QcO0JpvxGsGjYNmyQRoVHySEwIUwO8KTDbqLI5CFIpeCK3nDyzlYeig3k67rxuENEF1ha3b4t3ZLe0KS/5NzM7OPV+OuPT1DhkArv/H8m4HGg2MutIAQoBdg/pSUwn8nmtuyto+bUQRYCW4EcGtluPdBf/12NUlbGKN/c9hcNawm79o+ikVkbaMrjLFk5I5ChUsbEo/DsSXsqbzMz4YDfNZgc3pEXy6tXd9x0ym82sWLGCU6fcUiyxsbFMnTq1g2TKhSCJElu+yibvYE277TGpAQyeHsPHx8r4ck8xySGerLl/JCqFDFOLjfrqZn5e8w0mk4nU1FRmz57tLhAV/E7Fly/ya+OTOCUtXlES6h6NFJzKx36aoDVy5EgmTHB3C39YWsu/C6vapvlTA7x5JSGcULWyreAkiRJrFh6lPKcJ7yAtVz82EFEtY97n+8ksbyEx2INf7h2Bh/oSJaIqj8JnY9mnUXFnaDBeKi+2XbsNlVyF1eHizm/T2ZlXh6dGwe4nx7cRL85NCsb1C2TCLT07dEd3BzUGK+Pe2oIQ8TYydT3XJl7Lc+ck8DeeqObtTbnMGxBJVJmN8pZcihoyOTdNEuwfgazRnzpbEU6VW6rz6quvJjX1EvyruglJklj7zr85mJvHkuseRJTJ+SE1lnH+F/a4+LaynqfzynFKoBDAKcEALx0r+8ez9/tcsvdUoVDLmf1IfzxCdWz+MpOBRWbMSPxNZmLC0CiS+wfxWmkt1adNmBQCzAz04YHoYHp1k8T2vxaj/l/ko95e9TzW5YdQOZUUpI1n7+AJ1DkvksA8B1EaFYt7x5DqqeO1wireK6khSKVge1oyfl101JVlN7L125MYm9zr/uygvbjSKnl14iv4as6uQ1obraxdeLTNn0Fpb0VvqkLtMFAXPABRcr+nPXzV9OgfREgPbwKjPPHwVSPWW6j/MgtXiw2ZToHPrB5oUwOxFbZg2leJJbuBMy2AglqOLsUbnV8+qt23IeCC63+A5Gnd/h3OhShK7MivY8nuInbl1xPZWsNH295BKboovfMxJj58W1s3dYnFxpD9JwE4MLQn9bVm3vwth8PFTbhO55oAlHKBK/uGc0NaJAOjfS+5+G5zurj723S25dahUsh499p+TE+9vK5YZ309hTNm4mpuRtuvH5GLFyP3OC+5f3w5rPgbILAn6O/s33GIzIlz2BTfDx9jC9ce3orsvGvw9vYmyEdPgEbER2bCy9mA3l6LzlqD2lqDylKPUq1FtmA1BMRf1tg7Q1FLES/sfaHNGL6nX0/+OeyfpASktNsve3cl277LwcNXzdArYfNnC7GZTcjkCnpPmUGhxUVVlbtAPGLECMaNG0dRxkEKl+8hRTYUi7OVX8s+ode4iUy64752xthd4X86gf5HcLkX9uuxSu5feoREuYUPd3+ITJOIOnUOgtwd9FWRnvjOSUAZ3P6GvFg7DYBod9G0PA/LMXebrDreB985CSh8LmGiXpcLX1wB1mZInALXfc/J++/j1Ilj1IcF4dm3L2mz5hCZksoLa07wbeZveAUdwKk52XaIGK8Ybux5I1f2uBK98tKqZhaLhd27d7N//35cp1nugt2GqqEatbGJyORehMT3pTjLB0O9EplMIGKCiueM9+HCxRspdzO179/aV6cMVfDFJGgpg4AkuHkVeF2c6fefhNPuwtxqd2t6S+AdqO1yoVKR28SOH/NoqjKh9VJx1cP98Qs7/buWHoD1j0G1m+2GUgd95sDAWyBswEVdftuhJgs+HY3kcvKb13JO5cvxCtRy7TOD2zTnJUliV8UuFmYsJLcpF3+NP99M/YYor86NClvqzPz40kHsListIYdxik6u4jf6kQ3xE5GSZmJTjsSc48SS04RkvbBxrjLCA22KP9pe/iiCdOCSqP30GI6yVpQRHgTd3RfhIk7YF8L/2qTqj+DPvBaby8bVq6+mtLWU8ZHjeWvoiyx/aw7KXhZajQEMNHqROvNeiBra5T3nEl08sPUBdlXsIkgbxHfTviPU48+TtrgQjHYj/9z7Tw7XHKbR6m7/lyQ5OvMEtv7tJTzUF45Th39dyY5vv0ASYPOgGswRGt4e+TaNJxo5cOAAkiSxofcQSvxDWeCn4/W+F26VFUWRPXv2sHv37jYtQ61SgVhehLK5HqV6FHJNP2zaWqyaKhwqQ7vfVW5uRVNRiI/ci0lRt6BwKpB5qghY0AtluAcndlSwe3k+olNCrVMwYHI0fcZFoFTJEV0if994kp90DoKanTybIzFqbgJBsV7ITzMQnHYXR38v48BqtwnrzAf6EpTow/SFuzhVZ2JYnD/f/i3tktndF4LdKbIxq5pF2wrIqW5FKRd4+areXDsosu3dV3w0nbXvvYbdYsE3NIxZjz3XpiX36vqTfLqzEJVcxtI7hjAo5sLtcRfDukXH+EIysbeXlim+eqZtWMpJkx1JoUTbICdUPYBhqs+JV25HECRIuAJ6XgnRw90MjOZimnas4JfDk7FK7udPFKAlUU/VUD82OiyYTuthJ+jUPBEbyvRA7w4Ty/PxV4w6B5LE1mWPMz/gBkRBzlhfT95KDMRXKccluShuKSanMYdjdcfIqM1o02g9gyBdELXmWlxyfxrD3gVBYO+QnmR9+i55+3fjFxbB/FffuyhTpDOIVic172bgarHhNSUG7YgQlixZQlVVFWFhYSxYsAC1+tKK79/sK+b51VmMiPfn+9uHtm1vqa1m8QNuMsbtHyzGO6hzQ7k/CxW5J/nx+ccRELh21D+g3AFyAf/5PdH27H4nXGcot9r516lKVtc2t21TCQJ2SUIuwIvx4cRvXUX6utUo1Rpu+NeblPkEcXtWMZU2R5fH9ZFsHGhcgrelFixNYGl2/9faQltl3icKBt4KYf3cCXVbq/tzlx0CEt3zR3MDNJ4Cz1CIHQ0XkJM6F6b0GuYVlrE/QMFz0SHcF/ef/RudD0mSuPpoAfuaTdwU5s+bSR01OCWXRPWbh3A12/CZHY/HkMt7P/8Vo9y/99bSrXxy7BMGBA3gybQnu0Us2plXx4IvDyJJ8PnNg5jUq/tyLKIocvjwYTZt2oTT6UQQBPr378+kSZPQaruXWHS5RPYuL8DSaic03ofInn74BOsoazQz4e0d2F0i3/1tCCMTAtrOuXTpUgoKCggKCuKOO+5AeW532PHlVP3wJuuansEmeeIVoGHkdfGUNeWydatb27h3795ER0fj5eVFhijnK4Oda0IDuCMysMO69+iWUvYsL0ChlHHtPwa3eT/VGKzM/GA3ta02JqcE8/G8gd1ng4su+GoGlO7F1XsuV0hF1JpreXfsu4wOH8+d3x5me24dWqWcr24d3LH753ANW77KRnRK+Id7MO2ePngFXHo38l2rF7K3+XMkpyfXhnzA/WP74KFWsGRPEa9tyEEvwhyjCo1nPjZtLQAKuxeS4MSlMHOu36FSqWTy5MkMGjToksfRXZhbmvnqkbtZlzqa9NThxGJh2+ghaDqZFzpEiX8WVLDktIzXNcG+PBgdzJUZ+bQ4XcwJ9uWt+Ah+W3SM8pwmFHoFv3k5OWqx8AE6+qKgKFbP50O92dTo9pSL1aq4PSKQWUG+BKgurWjxV4xya4/P+WY6I3d74GFVEJjQk8gHnmKP0cahFhMFZlubrK1aJhCmVpKo19DbQ8sVAd6kemjbnk+rS2TS4VzyzTZmBvrwWUp0lzmrhfs/JHd9M71q3cbbGr2C0HgffIJ1BER4oPdR8/tXJ2lttLaR6M6Hr7OGYbcNIWZobKe5E5fBRv3XbvYvgMxThXiO1Isq2gt9WgjaPgHIVKff4Zueg70LQR8E9+6/pK7+zlDXaqXxjr8hHs1AO2oU0Z992u43+aCkhlcKqxjp48Hy/h2TwtmVBl7fmMOOvLM+DcPi/PnqtsGou+nP43CJ3Pt9Bpuza9AoZSxZMJjh8QGXfC3Vpmo+P/Y5Md4xjDSFYb//H4gtLWj79SPig4VnfVFaKuDjYUiWFqw97+G7TcUYTEaSKpt4+uGXqPPzZ8K+ZfRQVzAo4WrKysqoq6u78MlPQ6/XM336dHr16nXJ478QRElkZf5K3k5/m1Z7KzJBxg3JN/DIwEdQyd2EJpdD5Jt/7MVssDPhlp6Exgn8vuQTCrJPYIlMRFKqUMhkXDVzBr37DyBnzw7Wf/A2ggTTI+9Gp/CkMbaRPnde2e0CyF8J9PNgd4qMeH0rda02Ph/hTdQLDyNaHWgHzkYZPRHJIbn1l5L80CT5ou3l361WEmejlYZvs3FUmUAm4D0lBo+R4ZfFHqF0v5ut7bRilIZQ9lMZKBTErfwFdYKb9XTG0Arck7zECCs/5vzIyoKVmBxuxqNWoWVA0ACGhA7h6oSr8VZfuDJ9LgwGAwcPHiQ9PR3LaTMwwWFD2VSHsqUBucuFR0BPrJZeyBThlPvkoQz4hZeMhxA8Q2DEQ0i9ZpN9qJWq39eitlWg0SvwnHA7XuGBBMd5tyWL/tOwW52UZjVSmd9MXamBxiozdkv7RHFglCczH+iL1vPsw1pyooHjO8opz3GzrnTeKq76e/+OZqGiCDm/wvbXoPasERTeUW6n6djR7sSm7mxCqaW2BpfTgV/YafkFYy38OA/KD0LyDKwzv+KnVw5ibLQRleLP9PtS201GDXYDt228jdymXML0YXwz9RuC9e0n+pIksXbhUcpONiFFlVJvLyYsNJTbe1Qj2/0u7ejk3lFI+mAcFQ3YXQmIeCLJvEEfCDpf5CEhaCZegcK3Y+eFs8lK7QdHEM1O9MNC8Z11+dXJvyZVXSOzLpNbN96KQ3RwV+pdXK0ZzVcffIA9KBwvycADwlcoQ3rBoNug56wOk4+3D7/NV1lfoZar+XrK1x0qvP8NSJJEkaGINw++ze7KnQD4KAN5euhjTI2d2umLraawgKXPPobocrK/VyNlPUSejXyWnEM5GI3uyVlKSgoMHMYDJfV4yGUcGtbroprG4GaN7d69m/T09LOmQC4XSkMjLk8/xHMmSTKrCZVdRGELRGHWofNUMPqGCcQlRtH4TTbOGjOCUkZZhCfpR9yLlJjUACbc3BONx9kFrU0UGbg3m3qHk7npZpIL3J0ECrUc/zA9aq2ChkoTptOdIanjIhh1XSIv/5rN4t1FBHmqWf/QKAI8/jOdN1aHi0eXZbLumLuaP7FnMC/NSiHMx70grSstZuXrL9JaX4dKq2XsnQ+zssGXJXvcrdTvX9+PWf3OagybW5qpLsxHdLoQZDIieva+qLyF5BJpzmnkkx+yeX+CF3KXk7u+exOlWo8tNAq5JPEwn+MpmCByKFzxL4hM6/RYtj1fUfnrN7wZdxPro/piVZ1978QqlTzYI4S5wX4ouvmu/itGnYfaHFYve5qHk57EItcQqVHxU98enXaGVRor2Ve5jy2lW9hXuQ+X5EIj1xDb43l2WiMZ4ePBiv7xmA0tfPvEAxibGkkZO5Ep9zx8WUMzHaym6Zd8lKF6gh8aQFNTE5999hkWi4WYmBjmzZvXPtl0ERTUtjLxnZ2o5DKOPD8J/WmW5e4fv+XAyp+ITu3PnH/867LGeqnY9OlCWg9WMCRwBihlBNzcC80FvBsuFbsaW/motJb9LUasokSgSsHnKTF4HTvIho/eAWDmI0+TOGQEAJbaPL76/Ws+8JtEo8qHMGst4bYa6pW+NCs9ea7wE26sXt/1CQU5SN1n3wHgFQ79b4Jh94LmwvNbSZR477sMXo+UkyYpWDO+96Wd6w9iV2MrczNPoRIE9nXR6WLOrKPxhxxkegWhT6V1y5umM/wVo/4YXlmXzee7ii5oGHwhNDQ0sGXLFk6edBObgoKCuOmmm9oZjF4qHvnpKL8cqWBkfADf3X6WGbtnzx42b96MQqHgjjvu6Fxy4vCXNK16k1+bnsXgcheO9D5q/PqZycjZ0+n5vLy86NOnD4MGDWrr4qsvb2XZa4cRnRJj5yWRMqq9l0BGaRPXf7ofu8ttUP78jBT6RHRj3bnhKTjwMSi08MBh3i1YxpITSxgXOQ4/4118tbcYjVLGl7ekMaxH50m1qlMtbPj0OBaDHbVewYQFvYhN7X6iyuayMXXFVOosdVirZ+Foav939xIFbrJokMlrafXJAQR8LAkoWoIREBAVVqSQGgxSJT3i4pk2Ywre3t1fc18u8g/sZdkHb7Pk+ocw6r141NfJ4/3aJ+0LzTYeySll/2kj6adiQ3goOhhBENjaYGD+sUJEwMvoRHGwnuuaFAQ43fOkEp1E3xnR7K1qYlWIApdMQCHAA1HBPBQd3CFZb7daUGkuXrz4K0a5sfj4Yr7a+RHT94WhcgjEDRjMzEeeaZNINDldKGUCqm50Zh01mJmRkYdTgkW9orm6k87WxccX837G+wA8Gf4ist1hbSzz8+EdpGXWw/1RqmV8uPNz9p/IILnCn0lHSwmszkTu5YX/7bfjd9N8ZJ0UCCWXSOu2MgzbysAlIShl6AYE4TEsrM2fpR0cVvhsDNTluA1Gb/gJ5Jdndg7Q/MtKqp55BkGjIe7XX1FFtI9X09PzSDeYeT0xggXhXceKjNImfjxYyprMSqwOkbvGxPH01O51/76wJouv9hajUriT52cKn5cCu8vOTRtuIrshu23bbGcqN36Sj9Taitzfn5DnnkNQqbCv+CeWvFIszXqKlHqORwahcLqYWNnCofse5qnwRBCtfBBrYW7cOMBNnK2pqaGuro6GhgZaWlpoaWnBbDZjNpvbupXOYNCgQVxxxRWoVJcus3Mh1FvqefPQm6wvcs8Tx0WO4+2xb6OUuZ+FM2bbfmF6rn82jZraGr5c8gU2uwOZzYK2rACZw0ZwXDy1RYVIkkjK2IkMiJyMfXc9cn8NIX8f2G2S518J9E7w9qZcPthaQN8Ib5aO9aXygQdwVlUh9w/H+9oXcVSdo7ctF9APCMZjRBiKYF2nCR57eSv1X2YhmhzIPJT4z+uJOvYPvjhzNyL9dAtF6zywtSjxmzuN4H+9DcDeU/Xc/MVBnKLEI5MSefCcVmKTw8TqgtX8kPMDxYbitu0xXjEsmriISM+LO8+eC4fDQUZGBrt376a1tfX0VgmZzYrgcoLoQpBkCGiROQRULiveNOMtb8Zh70sTIzo9blC0J9PuTW3TUP8zUFtioPBoHWaDHavRgShKOO0i1YUtuBwdNdRlCgG5QobLISK6JPzC9Iy6LpHCjFryDtVgM7uT7DK5QMrIMAZOi7nweCUJSvbC4SWQux4c7V9KRl0cOdY4cmvkVNebkckE5o33Jsh41M3OB7cUzH0HwTuc2hIDK9/KwOkQ6TsxkpFz2reM11vquWXjLZQYSkj0TeSrKV+105fNPVDNli+zEdUWGv0Ou80dbrmFmJgYqM2Bk2shbwNUHjnrjA3gH+/uGnCY2p2PsAFw5UK3BtZ5sOQ00vCVu3jgd0MSur7db1s9F39Nqi6M1QWreXbPswDc3ud2dN+fpFLjh6RUMUnYywjpgHtHQeb2GRjzOMSNZV3hOp7a5TbDeXP0m0yJndLVKf5ruG/VN2yvW4xM5S5Q3ZV6F/f3v7/dPnarhe+eeoimqkqKg03k9FQw0TIRi8Fd1PP19WX69OnEx8cjShITD+WSbbLySEwwT8R2n71nt9s5fvw4+/fvb1eNF5x2lI21hHp7Mf6Gm4nq05faklY2fnq8rQVS560ioW8AMQ0WqDDilCT2mlykzI4ndXxEh3fGT1WNPJRTSphayZakOA6vKqQ0uwGbqX1Rz8NPzdAr40hMCyG9tIm5n+5DkmDJLYMu2TT0UiFJEh9tK+C9Lfk4RQm9Ss5Nw2K4dUQMwV4azC3NrHn3VSpOup/5LI9k9voN494pqW3vo5rCAjLWryZn7y5E19lrU6jVJA0dyaAZswk4bSAJ4DLYsWTVY8luwF5iQLKLSMDNaWpO+qron32UufkyTN6ZNAieJEkF+PXozeSbnrxgp49LFHl483KWqdxdCR4ukdgKJ31PWYmpdRKbGkDajFgCo7qX3PgrRnWCra+Qnb6cW3v/mxJNKOFqJasGJBB5ATmceks9mXWZ9PBN4ZrjDVTYHHzcK5rZpxd9ZVnHWPavZ5EkkSn3/p2UMZ2Ykl8ELpODqlcOgCgR/OhAlIE6Kioq+Prrr7Hb7fTo0YPrrruu2wsBSZIY8+Z2ShvNfDJ/IFN6hyC6XHx+360YmxqZ8fBTJA0becnjvByYm5op//dedHJPDFGt9Lr38lqeLwabKJJrshKnVWMsKeTHfz6By+Fg6NXXMeK6m9w7Fe2EH24EeysOj3DME17EWyG42eNnWOYqvTvJrfEBra9b6k7rd/q/vm4Jw+xVcOR793c0XqD2BLWX+31Wd9ItBagLcMv/VR93d2qCe9u4Z2DAggsuuHOPVDGmuQa5JHF8UE/8LlNi6lJxronq7REBvJzQ0bdCEiVqPziCo8qE18QovCZ21EfvLv6KUX8M1S1WRr6+Facose7BkaSEXd56rqSkhGXLlmE0GvH19eXmm2/uICnXHZysMjBt4S4kCdbcP6LNqDMjI6PN22HatGmkpXVeRHYfZC3mnx/lUMss8u3jsDnd937qVV4YXDUYDAZaW1uxWCwYjUYcDnc3iVqt5rrrriM2NpYVb6RTU2Qgtm8AU+/u0+l6ePXRCp5ccQyrw20YPbFnMPOGRDE6IbBzRvq+j+C3Z9z/nrMEel9DQVMBs9fMRoYcQ94zSC49i28exMSLdAO0NlrZ+Olxakvca9XU8REMuTKuW5Iu35/8ntcOvkaILoRHey7hrU2FFNS6CRo6uYwH8MTVYKMxMB1RbiZLiuSVu+cQrtOgUMlRqGTI5Rc3f/xPYNnLz7LJ7GTtpOtRiQ6+SQ5mbHgUFpfIp2W1vFtSg02U0MtlfNQzmimBZ+/nnXl1PLM3n4JwDShkCGYnmlOtjC51ovfRkBWtJjdc2TbHGlPj4ElPH/pPi0d0OakrLqIyP4fKvBwq806i0mi55e1FFx3zXzHKDavTyvW/Xk9rUTlTDoUgc0FEr97MeuxZNPpLN1F/u6iaN4ur8VLI2JXWk2D1WYLA+sL1PLnrSQAeGfgIt/a+FZdTpDK/maZqE01VZurLW6kvM+ITomPG/X3bch6SJPHJsU9YdHQRIY0S/94cgEehW2pK7u+P15QpeE6+Am1KSgevDkeNCXtZK9qUAGTaizyLVZnwxWRwWtyyuFNeveTfAMDZ1ETh1Gm4mpsJeuxR/G+/vd3ntTYHffdmIQFHh6cQor44keK3rGru+jYdQYCltw/tsph3BnsK6pm32L0mv9RupnPx8v6X+Sn3J7zV3iT7JZNenY5TcpJmDePxtTKkguIO33HKBHYkR2NTyknr2Y8Rjz/Nb7W7uCPXgFOdyBX+nnzVJ+6iHbfg/tvb7XZ27tzJnj3ugquXlxcTJ04kMjISs9mMIAh4enqi07nzpGf+dznYXradR7c/il20MzV2Kq+OfBW5TI7N7ODrZ/bisLoYNj+MzXtWY7FYCA0NZVRqCllb1lOadZwz2jspYycy+a4HkRwi1W+lI7ba8ZoSg9fY7uVB/0qgd4LqFisT3t6Oye7i0UmJ3NPPj/IHH8KSno6g1RL62iIERRiWkw04yo1t35N5qVDHeaMM1KEI0CDTKnGZHDSvzEeyiyjD9PjfnILC589JCjd/9SFVr32ETCkSP7MO+ag7qRv8GFM+PkKDyc6sfmG8d12/Tm9SURLJb8rnUPUhvs7+mmpTNX4aPz4Y/wGpgZeux+ZwODh+/DhHjhyhrKzs4l8ABIcd72oVaQFGhN6zseCHsdFKTXErdosTD181M+7vi3/4pb8kzoXV5GD/qlNk7a5sR6o+F96BWqL7+BMc44V/hAcePmpUWgWCINBU7TZPMbW0r7LpvVUkpIXQZ0z4pbcD2s1waiuOkxspOJrJiXKRUpMP7Xr8gD4+VVwRWuDeHpgEE1+ApKltn+cfrmHTYneSaswNifQ+z6izvLWc+evn02BtIC0kjY8nfoxKrsJudfLdc/uwtDqQJRdR01xGz549ue666zqO1dYK5YegtQZiRoJPpLulsi7XvWityYKDi8HW4maJ9b0eRj0K/j3aHablt2Jat5UhqGQE3tMPVeilm278Nam6OM4wyQH6n/KjV3UM1rBYBKVAWt9WelXsIbIqmzM11pzBN3NT0z6sLhu397mdhwY89KeN5Y+gxexg5Ju/YdNvRh24Fb1Lz8MBDxPqHUqfPn3w9fVl40fvkL1rGyadQFlyEOEW94tPr9czevRoBg4ciOIcF+61tc3ckVWMl0LGoaG98O4GC/1cSJJEfn4+RzPS0QoQoJITEB5B/KCh7VzBLa129q8u5FRG7dlCGzBULydQKUNSygi+KxVVhGeH4086nMcJo4V/xIXyQLR7QiWJEg2VJgz1FuwWJ3KFjNh+ASiUcqwOF1Pf30VRvYk5AyN4a27fy/m5Lwt5Na08/ctx0kvcRQ6lXGBcUhBjk4JYl1mG7NCv9DO4O6HkOg96DRtBcGwP8vbvofREZttx/MIjUet0WAwGmmvczHaZXMGI6+YzaOZsWjeV0rqjvF38FjQyXBYnR/2U3JmmQy5K/HboIXysNXzB9UgI7HHE8OyC6YxJDOx0/KIkcW92Catqm5FLLt7JfZ05NVswD3qGQw1Tydlf06ZzGJMawLj5yei8LpxM/StGdQKXA5ZMoa72FLMHfUaBKogYrYpl/eIvmETPMVm480QJeWYrfko5GcNS2jHa9i77nn3Lf0AmlzPr8WeJ6z/4kodWt+QEtrwmvK6Ixmu8W+qspKSE7777DofDQVBQENdeey0BAd1jBr24Nosv9xQzd2AEb87ty6n0A6x6419oPb248+OvOzXX/U+gdUc5LRuKMDsNbKj6khmPPEGPgRdIoF0mJFGkIu8kWdt/J3fvThw2K3EDBnPV48+5Y2LOelh2C7hsEDUM5n4Nnv/ZAh/gZqud6fxryHdvC0qBqa+5u/46vRaJkRuPckor8LZVw7ypf56x34WwvLqR+0+WopXJODC0J0GdLNZbd1XQsq4QQS0n5PFByD0un931V4z643jghyOszaxse84vF42NjXzzzTc0Nzfj5eXFggUL8O9Ef/1COOO9ML1PKB/NGwDAsWPH+OWXXwAYMmQIU6ZMuXjComQffHMlLqfIHp9POJ7rj0Il4+rHBrYrIDscDvLz89m7dy/l5eXIZDKGpo4jf6MDpVrOvJeGXpBMVNVi4Y2Nuaw8UtG2LcpPx4LhMVw7KAJPzen7P28TLL0WkGDSSzDi7Nx09qq5FLTkYK2+ktv6zO+234vLIbJv5Skyt7rXqRq9kv6To0gdF4Gii44Oq9PKtF+mUWep47mhz3Ft0rVuPzO7C5cokbHyFNk7K3F5N9CozcIlKPjR0odwfy9W3TcCH92lPat/dpK98MhhfnntBVZNnU9BtDumedWasftpsSrc5xnhpeffCeEobCIlDSbyaozsyK1jX6HbOFbtp8Y1KABjF8PqUWlndqGR603uv121rIS9patwONobUsvkcu774gdU2gt3Gf4Vo86ioKmAG9bdgG8NTD4aDnYnPsGhBPdIQKXVIiAgSSI+IWFE9+lHUExcu/XIuXCIEtMz8jjWamFuiC8f9HQXYrPqs1iwcQE2l41bU27lkUGPdDmeC92fnx37jA+OfIAgSrxqmUbSigwcFRXt9lGGhaFOSkLTsyfKqEhkej3KoCA0qandu++zVsGyBe5/T38bBt9+wd07jN9up/T2OzAfPIg6MZHYFcsRzpuXfVfZwGO5ZfTz1LFx0IUlP8/FUyuO8eOhMkK9Nax7cBR++s6f/RaLgynv7aSqxcr8oVG8fFVH4mF3sKFoA0/sfAKARRMWMSpiFLmNuTyw9QGqTFX4C568nd0Pz12ZKKQGVDormiFjOeHfk/QDu/AJCeWWtxchVyi5/bfb2d1QTWvoS7iQ8XhMCI/GXpqUXUFBAWvXrqWlpeWC+ymVSsaNG8fw4cMv67p3lu/koa0P4ZSczIibwUsjXkIpU7JnRQHpv+djCM7EKVkJCwvjpptuapNIMzY1UnBwH6Io0n/y9LbnxJRRQ9PPeQgqGSGPDULudfE87V8J9C6wIr2cR5dlIpcJLLt7GP2CtJTfdz+mPXsQtFqiFn+ObuBAbMUttO6swJrX6Hbb6ALqeB/8b+qJ7FKNU7qAaLNxaspUnFVVBE2Owt93PwCN8gD+YZlHcdBEVt43olsu8bXmWu7//X5ONp5EKVPyzJBnuCbhmkt+gTtEB79nLWXx4S9ptMnwcSpYoE5E7TeGhtoaTFY7rSYbNrsdh+RCkssQbFYS1DD36RdQqt2Mh+ZaM+s+OkZzjRmFWs64eUkkpl3aQyxJEmUnG8k7UEPh0TocNnfrb4/+gfhHeKD1VCGTC8hkAgGRHviHe1zweptrzax57yimFhuxfQPpNTKUiGS/y3Z0ry8r4diWjWTv2orNdJbJHRbmS88oLTqxmbUHzSgVMu569gHUcUPdbKtOcK7T/IRbepI8tD2zNrshm1s33orZaW5LkJ5pddEEOimT70UQBO67775uJwk6oLUaNjwB2avd/1+QuzX6+90IiZNBrkRySdR/cRxbYQsyvYLAO1I7b9O6AP6aVF0ckiSxuWQzX2V9RXHJSa7eEY45pieiVk+Vtoq9wXvRK7UkoMJpqqVEoaRVLmNk2Ag+nPAR8m5qxv43sGh7AW9szKF/0AZ6tfqglM5Ocnz1Oiy5x0ESMURFopI0CIJAWloa48aNQ9OJLrIoSYw7lEuuyXpZk4NLhcspUprdSMHhGgoz6xEcIlNiPJA1WkEhw++aBHT9z3Zj7Glq5Zqjp9DKZGQM757MzMLf83lncx7BXmo2/X1Mm3nWfwuiKPF7Ti2f7TzFoeKmdp+pFTIeSFHgcXgVDeUl7T6TyeUkDR/NgCkzCYl3T1AlSaIyL4eDq5dRmH4QgAFJU0iwuxMUqkhPtH0CMHuY2fzzx9QXFxMX3Ielw6axPVjD6FoTS7V72OudxtZt23FIMraRyse3j6VvpE+HsX9RXsc/8itQCgKfJoUw7eC/4Mi37g8DkmhK+zeHs0LJP1iD3kfN/H8NQ36R9r6/YlQXaCyET0ZRiZarhn9HqaRBKxO4NyqIeyKD8DhHDskpSiwur+P1oiosokSwSsFnKTEM8WlfTJdEkfUfvk3Onh0olCqueeYlInpdmvSG6XA1TcvzUYboCX54QNv2c9mharWaG264wd2ddRGcYRUFeKg4+MxE1r7zCgWH9jNwxmzG3vS3Sxrb5UI0O6h64zCS1UmpdwH7jq5ArlAw67Fnie3/52juGuprObTmFwoO7sXY1Ni2PTgugbnPvYxap4eCLfD9tW7plaTpbgap8r/D6m6Dy+Hu+tv+qpu5DtBjvNvQvceEDt0pLxw4xSfmViZXOfggNASvcZfWlXmpMDpdjDhwkhq7k2fiQnkwumNxwdlopebddCSH+Ie0z8/grxj1x5FR2sTVi/aiUsjY99R4/P+AZJrBYOCbb76hvr4eDw8PFixYQGBg50Xf81HaYGbsW9sQJdj48CiSQ7woKiri22+/RRRFBg4cyIwZM7q/nju0GNY9iiioWKddTmmhC523ism39yYswafdrk6nk5UrV5KVlQUS+NUPZti0XgyefnHjd3BLXn1/oJQV6eUYTvsreWoUPDQhgZtTlKg+Hw2WRrfvwYx3255Vi93FpCX/okW7Aq0rgT0LlqO8RMnP4uP17F6WT0utu1sxLMGH6feldmCj21w2ntvzHBuKNhCqD2Xd7HUo5WfnWNl7Ktn2bQ4SEs6ELJpbGxkyYhQvpwtUNFsYEe/Pklu6r4m8+mgF//r1JLP7h/HMtJ5/OJG+I6+Of/+azYCML/AWDWRNGM3muPFnd7A4UeYbkFVZ6OxMKrmM+UOjuW9cD1QaBUurGvi8vI5yq4NwQWSgqYHkY+kIJ44iOo3Ee/anv/9EZIKMaksRR03b8esRSVhiT8KSehLSI+GiyXP4K0adj5X5K3l+7/P4t6q5OjMeh8HY5b4qrY6AyGhCExIZes0NHZjqGQYT09PzkYA1/eOJU7tZ7jXmGkZHjGbhuIV/aB344ZEP+fTYpwDck3IHNxlTaf1tE8bdu3DV1Xf5PU2vXvjfdRee48YiXKzrb8ebsO1l97+nvQVpd3RrbJIkUfX0M7SsWoVMryd66VI0SR0T5POPFbKlwcBTsSE8HNP9daLJ5mT6wl0UN5jdKhZ3DG2T8jsXjy3LZHl6OdH+OjY8NArdJXoEgFsjf8bKGTTbmrmjzx08OODBts/qLfU8tPUhjtW7/fdu0cczPW8XcZ5R2K9fzxeP3IfTbuPKR54hYchwSgwlzFg5AwGBe0av5MVid5fOkt4xTAv0uaRxORwO9u3bx969e3E6neh0OkRRxGQycX7a+IxJ9eXEud+Kf+PJnU/iklyMjRjLm2PexNzgYNHCT3Eqjfh6+3Hn3Xd0y19EEiVqP87EUdZKQ7yNvrdPvOh3/kqgdwFJknjwx6Oszawkyk/Hpr+PRiU6Kb//AUy7dqEICSFu7RrkpzXrJIcLW4kBe2krzgYrzkYLktWF5BBRJ/jgMz3uD5knno+GJV9S+8YbKEJC6LFxA7Ly3bQsfwhvazkA5sgx6K54tkvd1/Nhdph5etfTbC3bCsCsHrN4esjT3TIZFRuLWLP/dT6o2UutzH1LBDhdfBYzh4TxL3baPm8wGPhk0UeYrTZkVjMjeyUx/uazi0urycHGz05Qkete8KSMDmfEnHiUqgsHdUmSKMqs59C6IurLzr5g/ML0jL4+kfDEy9cAddpdiKJ0WQ7uAKLLRcHh/RzZsJbykyfatnsFBpEyZiK9Ro/HJzik7Tq+evReGivKmHDbPfSbPL3L40qSxO6f8zm2rRxBgEm3pZAwuP0ibFPxJh7d8ShahZbV09ey/uU8rEYHuv5VlFTlk5KSwty5cy/rutqh/DDseB3yN53dFjMKbl4DMhmi2UHdFydwVBiR6RUE/K0PqrDudxj8NanqPiRJIrsxm22vvIW5vhVzXAogkBmUSYG+oN2+sXYH34ZMxnvm+3/6OP4IyqtqeP2z7/GXDAA0qhvx0fsga+wYS339fZl7zVzCwi5sQLyqpom7s0vwUsjYP7RXl270fzacdhcOmwu1QkbjjzlYT8c23aBgvKfE4NAquDbzFAdbTCwI8+f1Tkzkzkd1i5Vxb23H4nDxwQ39mdm362t3Ge3IdMrL893oJrIrDWzKrmZHXh0hXhqemppMtL8el9NJcWYGZdnHqTmVT2BMLIOmz8YrsHMpJ0mSyNq+hfTvfmGM/1wUMiX6sWGYoizsX/kTJceOAKDR67kh+ij1qjDGp72DUybwToGTudf34bsVP1JSXESzqGGXrDdf3zGK3uFnW5NLLDbGHcrF7BL5d0I4t0WcTlgcX+4uBpobcEme2PyuxaCYjkMeQOTdF2ca/hWjLoDDS+DXv1Pq2YP7R3/LQaNbBkApCAz00tHbU4tCENjdZOSE0Z3YGOvryQe9oghUdV4YcjmdrHn7FQozDiFXKBh14y0MmHpllwys8yGaHVS+cgBcEsGPDEQZdHZx39rayrJlyygtLUWn03HnnXfi4+NzwePZnSID/7WZVpuTn2/rz96X7sPlcHDzmx8SeI4k0X8STSvyMR2qRhGsI/D+vqz/4E3yDuxBrlRy9VMvENX78hmzkihyfNtmdny7GPtp/xuVVkdC2nB6j5tIeHKKezHktMFHQ6CpCPrMhas++UN6pX8Y5kZ3Ev3QF2e11EP6wORXIXZU227pLSamZ+SjcUr8tt1I6PhoPMdH/sdkF/51qpKPSmuJ0arYkZaM+rz7VpIk6pecwJbfjCrWm8A7+vzhGP5XjPpzMOujPWSWNfP3iYk8NDHh4l+4AIxGI9988w21tbVotVquvvpqEhIufswzGrqjEwP55rY0Ghsb+fzzz7FYLPTu3Zurr74aWTdjIeBub19+G2T9gk0fzy+mD2istoIAA66IJm1GLHLl2eOJoshH731Gg6EaH0cP7nv+RpTqS0u+me1OVh6pYMnuIk7VmZDjYqXu36SKJ3EFpyK/YwsozkpF/P2no6w+kY1HwmsICGy9disB2ksn/4gukdwDNez+OQ+71UVQjBczH+iLRq/E5RDJ2H2KdXu3UeEqwaRu5qYpVzO1r1sqzOlwsfvnfLJ2VQIQNgQyS3ai0Wh4+OGHKWqyc83HezHbXYxKCOCzmwahvcD61SVKvPlbLp/sONW27fkZvbhtZPeKEefjVJ2RV9adZGuO28y0tymHcbXbkGm1xA1y8GX4bFJcVopa+nKqxkiNwS05qFfJifTTkRDsSVKwB7P6hRPpd/adKEkSGz//kEN7dqOzmtol3QVBhkIdRLAqhSG+/VHI5EhyAa+xkXiOCEOm6z65468Y1R6SJPHivhdZkb8CH5eO54Pvxw8vHFb3O1gURWoK8ynLPtG2DSCqTz+uefpFZPL2996jOaV8X9VIioeGHs3vsa9yD7HesXw/7ft2Uq+XO9aPMz/m48yPAZiTOId/DPkHCpkCZ1MT9oICrCdzsJ48ibO2FtFsxpqTg3R6PiHT6dANHepmqIeGINPrkex2BLUG/cgRyD083HFq41Nw4BP3SSe+ACP/fsFxuYwmat94g+affwa5nMhPPsZj1KgO+5mcLnrtOYFNlNg2OImeHpemMFBQa2TuJ3tpMjsYlRDAFwsGozon/3e4uJE5n+xDEGD53cMYGO13gaN1jVf2v8KPuT/Sw7sHy65chlJQQFMxlO4Dpw27Ss/bVdtYWr277TtyZIwriibipIgqMoAJTz1BjbmGjzM/5mTjSUaFj2LRxEU8m1/O4vJ6lILAa4kRzAu7dMPWMyniM3Mnl8vV5iWWkZHBli1bAOjbty/Tp0+/LM30bSXbeHf9u0Q3R+MpeqKT6XDanAguJX2DJ3DV/UO7dRyHy8EnG99n1q7BSEgI90YRFRV3we/8lUC/AFosDia/u5Nqg5WnpyZz15geiGYzhbNn4ygpxfuqqwh77fL0l/4IXEYjpyZOwtXcTOgrL+NzzTWszazkyZ8OcpdsNfer1iIX3QtToobDrA87yGl0BkmSWHJiCQuPLESURCI8Inh11Kv0C+rX6f5iRToHtz3PR6Z8jmrckxt/l4tr5QFcN+hB/FPmXPB8DQ0NfPbpJ9jsDrQVRSx46llCepydMIqixKFfizi8oRgkt2HFhJt7Ehrv0+nxDA0Wtn2b02bqqVTLSR4aQuKQEIJjvf7runNnYLeYOb51MxkbVmOoc09mBJmM+EFDSZ04heg+/Tos9quqqjiybTPZa5YRGBnNzW98cMHxS6LEtu9zOLmnCgQYfV0ifcaelXORJIkb193IiYYT3OZ8HNWhCLSBUKbYhSRJ3HnnnRdNPF4SanMgcykc/Nyt9X7tN9BrFkC7JDoKGT5XxqEfHNKtv89fk6pLx+FfV7Lj2y/QJKdSJ6hQqVRccf0V1Al1aOQafGtz6fXrk6gArvrY3TXw/xiiKLJ37162bduGy+XCIcko0Cs45fMTfU95k1juh8snCIt/AHKZCr9EP+6Ze0+3DP9cksSk01rod0UE8mJC+EW/82dDEiUMW0poPd1G7NTKeXK0NztwoJPL+H1QErGdmCyejyeXHmHNsUpSonxYds9wkEC0OHG12HA1WnHUmHFUGbGXtuIy2JH7afC/MbmDdMz/CiRRwprdgHFvJY46C6LRDhJUmQs5bN2MuaUZcC/UEtKGMly2Ff/mQxDShxeHLubjJitap8S3pQKps2P4bMkXGI2t1Il69st7s+zeUcQFeiBJEtdmnmJXk5Gh3np+6R+PILq1GB1VJuxF9dhPFuMweUCb2JGTsMcSkQVc+H75K0ZdAKILvpgEFelIveewdvTbvF5YxSmLrcOuPgo5z/cI4/pQv4vqMDrsNta9/wanDrv1JKN692XszbcTGN118sHU3ET2zq2UnzxBL0caeqMHHuPC8ZncftLscDhYsmQJVVVVhIWFceutt140zty3NIN1x6q4L6oF2Y6l+IZFcOs7H/9X5iDWgibqF7sL9IF3pqKO0uLK/Jlfl3xDQb0KpUJg7u3XEjp2fpfeAJIkUVtcSMHBvRRmHMbU3IjNZMLpaC9jF5qYzNDZ1xHVp19HaZo978Pm58EjBB5IB/Ufk+L709BUDAc+hYxvwX7at6fXVTDrI1C7Y8OogzkUmG08d8LCrAonml7++M1JuKQEUHeQY7Iw6VAeDknimz6xXBHQUUvbuL+S5lWnQCEj+OEBKAO0ZJY1s+poBcFeGmID9JQ0mDha1ozdKbF4wcU7DP6KUX8O1mRW8uAPR/BUK9j++Ng/xEIHMJlMfP/991RWupOyI0eOZMyYMV3Gm2aznWGvbsXicPHNrYMJlbWwadMm6urquh2rOoWtFT4bCw0F2GOmsUt4jpx91QD4BOsYOy+J0B7eWIwODqwpJCMjA6N3Pj6e/jz86AOXe/m4RIkV6eU0bfgXd4k/0SppuUZ8lStGDuehiQnIBYEPtxXwzuY85DKBXgO/oth4kmeHPMt1yZ3IT3YTtSUG1iw8is3kRKYQCIrywtBgwXyebCdAaLw3SpWcmhKD25dGgEFTY8hp2k1RUSGjRo1iwgR3kn1vQT23f3MYs93FwGhfbhoaTVygnl6hXijOYcxbHS4e+vEIv2W5NaNHxPuzp6ABmQBLbhnM2KTue0a1WBy8vyWfb/YV4xQlFDKBBcNjuG9UDD8/cRem5iZGjelNWq07ucmABTDjXYwOCadLxFurvOB76vDaX9jx3RIEQUZQbA8CoqIJju1BcFw8gdGxKFRqyrIbyf61kLA6M35nEocKAW1Pf3T9g9Ak+SJcpGPgrxjVEQ7RwT1b7uFA1QGCtEF8O+1bwjzar9tdTidNleXUFJ3i9y8+xmGzMmDaLMYtaM/Qrrc7GXHgJC1OF7rmFfibNvLjjB/p4XPxXFF38XPuz7y8/2UkJAaHDOatMW/hp+k8WexsaqLp229p+ulnXA0NXR5TUKvxnDAe7aBBaBISkOf/jJDxBQqNiGzCkzD2qU7nNcbde6h69lmc1e44FvLCP/G9/vpOz7Gurpm/nSgmWqNi/9CeCC6728fFIxhCuydxfLSsmRs/34/Z7mJonB+L5g3ET6/CJUrM/GA32VUGrh8cyWvXXLpkMkBOYw7X/XodoiSy+IrFDHFIsPJuN2HhPGzRafnOy5N8rQ6rA+ZuDUfpkrFlUC3lQWeLLWq5msVXLKZfUD8cosQ92cX8WueWYrk5zJ/HY0O6JLJcDtLT01m7di0A/v7+zJkzh9DQ7nXXSZJEdnY2W7dupeG8+8UliPjXD0Dp9OLGfw7B9yJKBy22Fh7Z/ggHqw9ydeMEBgwZyazhF85fwl8J9Iti2eEyHl9+DG+tkp2Pj8Nbp8SccYSS+fNBFIn46EM8J1y6edUfQd2HH1H/4YeoYmOJW7uGX7NqeejHI4gSXD84klfH6hF2vwOZP4HoAL8ecOc2t0FTN3Co+hD/2P0PqkxVyAQZNyTfwP397sdD5V4AGauPs3TL31luq6DqtL6wFoF7QkYzb/izqDy73+6ydetWdu7cidzYQrTgYN6r7yFXtGcplWU38vs3JzE120CAPmMjGHplHKrTZhOSJJG9u5I9ywtw2FwolDL6Toik38QoNB7/XTmDc2E2tHBkwxqO/PZrm0yL1tOL1IlT6TtpKp7+HRkTjY2N/P777+6WSEBwOVE01zP9hvmkDh1+QSaJKErs/DGPrJ1uvbEBk6NImxnXJjmwu2I3D218hBuOPovW4YH34AYKyrLo0aMHN9100599+W5s+7ebkR6YDPfshdNtYaLZQcOPudjy3MUObd9AfGfHI7sIu/+vSdWlo7Whns/uvQUJ8B4/k4qqKvz8/Pjb3/6G/oyZy/bX3Ow8hQbu3e82YfsT4XK5kMlk3UogtbS0sGrVKoqK3BOB2LgefHLKk6Dak4w2HgS7uzhYFmxBnN6LGTEzuSLpiksaz7YGAzccK0QlCOwekkyU9o8tfLc1GMgwmJkb4ntJx7IVt1C3tpDHA51sC1aidkl8UqtgmK8H/z/2zjo6qutrw8943J0IhEAguLs7lOJWaKFIKVSo+1f91b2lTnEoUNyLu7sFiLvrJBmf+/1xIUAJREhCoPdZq6swc+UcZs6Zc/fZ+32VrjbI1HJkSjnqQKdbvDOsBjPRyy5jEy6OH0EOMmRgLcNPskKGy6Bg7Nv7Vmk2+r8RLAIyxZ3vZ0wqIOfvq5hS/2VO7KZgw8WfKNLnIVcoadyjN20eHYnLqW/F7BMbF5i+D5NzIGNPXOVgoQ6/Iit/pSpw7uPJ/KWL0Ot1pFgciXdowLyZvfkuJYP5SZnYyGVsdvHC+2Iu+qs5CHrLbe1S2hdgY96HjVMymllzkZVSii3NUaWQfBp+7wEI8MR6hDpdidUZ2Z+jJUFvxCKAo1LOBD/3ci3WBUHg7PYt7F30J2ajAWQyQjt0oXnfgcVZ0YLVStz5M5zbsZWok0exWsTPu7ZDI9p5PoIZI34vt0fteeuCOycnh99//x2dTkdgYCCdOnWiXr16d/w9XnM6kReXn2V03g68syNoN2wMncdW0W/sTViNFtK+O4UlW499e19cu2tg4aOQHY3ZKmNNQiPii1yxUZgIq+eJW6fHUF8rb7VarVjMJrKTEog4doT8jLQ73kep0dBp1HhaDhqCvKRS74J0+KGlGKCuIZuyt1GYBXs+EasiBCsEd4fHVoBSw49xaXwcnUIbmYpftueARUDhosH98TDU9+jJcx2TVWDQyaucK9DRx92JRU1vz3YypReR/uNpBJMV50HBOHapxbaLqTz712mM5tuN71UKGeff71eqdKM0R1UOVqvA4NkHuJicz8QOQXwwpHzyUSVhNpv5559/OH78OAAuLi707duXhg1vyHmkpaWh0+lYH57L/H1XaeOkJUSZTeG15wwHBweeeuqpe/v3SL0Ac3qBWQ+93iPKYQJ7/7qKLv/2oLJVZiLL+wgg8Pzzz+PmVrGMSgAyriL80hGZ1cSnti/zW04rAJoHuKBSyIpl4t4Z1BCF616+OfkN7XzaMaffnIrfE8hKKmDLb+eLJV0ACtS5xHqfYVDgYMyZCpKu5t7iw2LrpKb3pIY4+Mj44YcfAHjhhRduqVI6GZfNpHnH0epvGKUHuNkyrUswPUK9MFsFXl91jmMx2agVcr4c1ZRHm/nx+qpzrDiRiJ1awa8TWtH1Dj4u17FaBVaeTOTzrZfJKhQ/o14NvHhrUEPqeopz1vnd29j26w/IFQrGPtYd35MfinNf/QEw9Gewu/vnFnvmJKs/+wBBsNLzyem06D/4jscKgsDRtVEk70og1EaB8/W1n0KG39vtSt2MlOaoO1zLmM8Tm58gKi8KP3s//uz3J/6Ot5tOA0QcPcT6bz4BYMAzLxHWtect738bcYHPE8Xv5UTXFD5vPuC2a9wru+J38eb+NykyF+Fj78NX3b6imeedK+AEqxV9eDhFhw9jjE/AlJqCoNMj02gwJSVhjLk9QAwgkwvY++px6tMDm1HvoA4MLNY1L9h/gIQZM8BsRhUQgO8H72N/B+1tQRAYfy6aXdlapqsz+CBzLYRvFA3JZXLo/hZ0eak4lnEz2qxMZHI5Dq7iODoQkcn0RScoNFoIcLNlVq/6xGUV8uOuSJxslOx+pWKbrlbByqStkzidfpp+tfvxVcOpMLevaMYuV0KtVmDnLv7dWChW3KkdEB6dzY4dezi3Zi0yTweuPOrE+Uwx2WJU6CgmNJyAp53nTfcR+D4ujc9jxE0HG7mMEd6utHV2IMROg1kQyDSZOZFXyO5sLTqLlSn+Hjzh53GLV9HdiImJYfXq1Wi1WmQyGS1atKB79+63jBOj0cjly5c5d+4chYWFuLm5kZubS9I1bX0bGxtatGlBlDKKbTHbSLAm0CtyIkHZjanbwpP+0++sL5+Qn8DMnTOJzY/FTmnHl92+pKt/yR45/0YKoJeCxSow4Pt9XE0r4OludXnjmqlQ+ldfkTXnTxTu7gRv3ICyAs7pFcGck0NU7z5YCwup9d23HA5ozozFJ7EKMKqVP5+PaHpDlzs3Aeb2h/xE8Qdy7FIoYymf1qjls2OfsT5KdHD3Qkk7uQMOchVbDGnkXhscjigYGNiHqW1fxse+/HrCWVlZ/PjjjyAI2EecpU3/R+j+xO2GEIYiEwdWRHD5iDiQ7ZzVNOrsh0eAI+f3JBZnnfuGONPz8Ya4eJeusVZVFOXncXz9Ks5s24T5WrmKq28tWj8yjIZde6BS3z5hGo1G9u/fz6FDh7Bce6h3cHCgoOCGDI2DgwPdunWjTZs7G6UJgsDxTbEc3yj+yLj62NF5dD1qhbqSn6njzy//wbbABZNjAQXO5zCbzTzxxBMEB9+9VKXC6HLh+2bij8/wP6Dp6BtttQoU7E8k759Y5A5qvJ9vUaoxlrSoqhgrP/4/4s6dpnG/wVzKKyIvLw9/f38mTpwoZihZrbBoiLjL3niEqFVbQQwGA2lpaaSkpJCSkkJSUhIZGRk4OjoSHBxM/fr1adCgAYprJYVarZaYmBhiYmJISEggM1PUyFOpVAwYMAB/d1cWfPox8hxx7HvWDqb92Mfwa9S4eFOvvNycgTzC25WfwoIq3N8DOVrGno3CLIBCBo94uvC/erXKFPwzWQWevhjLpsw81Fb45lQR7bNuD+Iil2HX0gvbBm6Ycw0UHE7GkqW//bjrh9urULhoUHnbofKxR+3vgNLDlpy1Uegvibv1Sm87nHoFonDRIFPIUfnYlZoVVBEseQZyN0Wju5CFfVsfnAfUQf6vEm9jgpaMPy8g6M3INAocOvph28gdhbMGub2KtOgIYs+dJqxrT5w8PCFmPyx4RDx53HII7Q9AjslM/yOXiTOb8S+y8nWslaBurixetwyzyYRWZcPWJp3Iuia99oHVjkHbbwQKZRoFKj8H1LUcUAc5oanthMJRDcYiLDkJKLxDS+2vNEeVgU0vi1q7Ae1hyj+Vd10gJyWJg8sXc+Xw/uLXHD08UdvYUpCdhaHoxgaNb0go9dp1JC89A69L7ripfTDam6jzRndkqlvHQlRUFEuXLi3+fQaQy+WoVCpcXFxwc3MjLCyMsLAw8vUW2n+4mclx81AKFh7//Ae8alfRb+xN5G6OoWBfIgpnDd5PBSJfOgiyIsHeCzrMxOjZnJU//ERK5p3njuso1RpqN2tJvXYd8QgIQmNnj1KtRiaXo7a1u7sZ6oYX4OQ88G0O03aXed15X4g/CouGgakQGg6GkfNJMVtpdegSVmBfUCCOq6KwZOmRqeS4jq6PXZOy6VPfjS9jUvg6Ng0XpYI9bRvg8y/jUMFsJf3nM5iSC9HUc8HjycasPJXI66vOYRWgY1133OzVxGQW4u9qS/MAV1oEutAqyLVUPWhpjqo8DkVl8tgfR1HKZfzzYtfiYOW9cvHiRbZu3YpWK1ZJuLi40KhRI+Li4khMTCzxHDs7Oxo1akSHDh3uLYh9nVMLYf1zoqfR1O0YXJtyeG00l/YnFZtrewY60mV0PbYfWk90dDS9e/emc+fOFbuf1Sr+rscdhHp9EcYtZ8vFNN5Yda5YI91OreD1/g14okMQiQWJDFw9ELlMzu7Ru++Y3VpWBEEgP1PH8TMX+fn8bKJcz/Jxt//xSLC41ijIMRB9Jh25XIZXbSfcazmgUMrZuXMn+/fvv2MyUkSalrkHY4nKKCA8Jf+WYPp1HDVKfn+iNR3qilIJRrOVKQuOsz8iE6VcxtejmzGkecnVb9EZBby+6lzx5kKIlwPvPhJ2W9BdEAQ2fvsZV48exMXbl8cn9UG96RmwGMHRD4b/fouc1c1kJyex9J2XMBQW0rhHX/pOf65MCTHndiewf0UETnIIdbehdpgbXmNLN2e+3+O6MqnsvqQVpjFl2xTi8uPwtfdlTt85BDoFlnjsdaN1jZ09k77+GQc38ftlFayM2zSOY5Zm6JwGopHJWNUihNbO5fMlKwtRuVHM2j2LuPw4FDIFTzV9il6BvcjQZZBnyENv1mOjtKFHQA/sVHeO3QiCgP7CRbTbt6O/chlDRARWbQGCyYSgv3VNI1OpcOjeHYduXUn95FOEoiIcB/TH75NPkN9JE9ugZeuJLUwy1kdlNbH7xJOE6MQqYWxcxDgGQFAn0dC4bi9QKLGYzRxft5LDq5YhCFZC2nTAu3NL4pxyOZh4hr0xFzHJsjEXhGJIGwSChg8ebcTEjrUr9O+5JHwJnx37DFulLet7z8Fn6WOQlwD+bWHCKrAp+TtmMuj545nJ6LT5DHzuFRp27o5VsCJDdtexvCc7n8+iUzmjLSpT+3w1Knq6OdLCyZ6Bns6lyqQWFRWxceNGLl26BIBCoaBRo0aEhoYSFRXFhQsXMBpv37hVqVR07NiRDh06FHueaY1a3jrwFmevXGHU2deQI6f/Cw2o2+B2hYULmReYsWMGuYZcvO28+anXT4S6lf6Mdx0pgF4GdlxKY+rCE2iUcna90p1aLrZYjUZihg/HGBmF0+DB1Pryi0pq+d1J+/wLsufNQxPWkOyvfmf83OMYzFZGtvLni5uD59dJOiUG0S0G6PIK9Pq/st1IlwPH5nDo9B987CAn/l8PS7VR8VTT6fRtOgmN4t6yN+fMmUNiYiKatATU2Wn0e3oWjXv0KfHYhEvZ7P3rCnkZulteV6rktBsSTNOeARU29rxXBEHg2LqVHF29HJNBnMy96tSl3bDR1GvT4Y6arFFRUWzYsIHc3FwA6tatS58+ffDy8uLUkSNsXbUcs50TXAs4lsV0IeJ4GvtXXEWnFbN1FUo5MjmYjVa06hwuBG0gRFsbLy8vZsyYUbWl5fu/hp0fgmsdePY4KG79Lhni8jHp9Dg0KL1MUVpUVYzoU8dZ8/kHaOzsGf7RVyxcvAS9Xk9gYCCjRo3C0dERUs/Dr10AAabtEnexS0EQBGJiYkhKSiI9PZ2UlJTiAPjdcHJyIjg4mMTExBKPDwgIYMiQIRSlJrHuq48x6orQyzUccm3PV+9Mo6GfSwX+FW7lnLaIvieuArCkaTC93MXPwGwVUMgo05iIKNTzyKkI8swWamlUJBnE8dbC0Y41LULuugtvsgrMvBTHhoxc1DIZc5vUoZtJgT4yF0u2HnOuAcFsxVpoEuWO/kUqVj5GxzezOhFod23jSSlHrlHc0W9DEAQKDiWTvz0e4V8PcQpXDU49A7Fr6VUpgXTBcv1ecQjGG0FHhZsN9q28kdspQSFD0FvI3xWPoLegDnLC/YkwFPZ3Cc4JAsztBwlHRXOxwd/d8nZEoZ5xpyNJNJnRWASejTLSz0/DX9oolrnXQqe2QW028YlZQ/e9YnmifQdf7Fp4ofZ3vC0rPzc3l23btqFUKhk+fHip/ZbmqDKgTYVvG4sVclN3gn/lGFveTHpsNKc2r+fq0YO3aIJq7OwJ69qTJr363aJJfmnrTjQ7zWgUdsgb2uP7RIvb5oDs7GyOHz/O6dOn0etLDkI7OjrSp08f5m0+hf/plVgd3Hllzvwql28xZ+lI/eYkWATcR/the2yiOKc7B8LkreAsBl9Mej1X/vqUzGPryDHaYnYLBadayBUKFCoVto7OBLdsTe1mLYuN3ctFZiT81FbMenpyCwSVnOlVo4jeA0tGiYGkrq9Cz3cYdzaK3dlaXgjy5jVfT7L+ulxcMefYKxCnXoEVruA5k1/EoFNXsQjwa1gQQ71vTcCxFBjJXnpZNFy3U+L9Qiv2JucwdcEJrAKMbu3PJ8Oa3CIDUR6kOapymbrgODvC0+lYVzSMLK0CoKwYjUYOHDjAkSNHbgkgyOVyNHaOFGjzQQaNGjagZYsW1K1btzgxoVIQBFg1BS6sEqtIn9oLKhuMejNWi4BcISv2hDpx4gQbN27E19eX6dOnV+x+pxbB+mdBZSdWQrqKiQ1JuTreW3cRjVLOmwMb4O96I8g2esNowrPDea/De4ysX3rZfWkUmgoZu3Essfmx9K/dny+6fnHXudtisfDtt99SUFDAqFGjaNSo0V2vrzNaWHkygXkHY0nKFX+XAt3s+G5scxr53VolbjRbeeXvs6w/K0r6DGkuGot6O4nzssUq8OeBaL7edhWD2YqdWsELvevxZKc6d9xE0xcUsPD159BmZlC3dXseHTcQ+ZqnICsCFGqxUtjjVu19fWEBS995hZzkRHzrN2D0u5/efQP1X8RfzGLb3IsYCs3YOKgY+XprnD3vritdE8Z1ZVEVfUkvSmfKP1OIzY/FVePKDz1/KFFu12q18Nf/vUpq5FXqtm7PkFfeRiaTsS5yHe8cfAc7lQN1w+axK0dPQ3sbdrYJLVUyryJojVo+Pvoxm6I33fEYR5UjI+qPYHT90QQ4ld28WxAEDFeukD/nUwoPHcSQr0Aw3/r9t+/UiYCfZiPLuQI5ceDVUFRnQBCDzyfnU3hyCV2b/kiSjQ+zEpfxpvWimAQQ0htqd4Zzy8XkD9O1QLKDN1kubdh8xkJ6xu3PaHqVhRQPPVlORnIdTKR46EHwopHqaRaMH16h3+8EbQIj1o9AZ9bxdpvXGXtwHiSdAPcQmLwN7O+sVX5m22Z2/vkzzt4+TP72t9t08e+GIAgcyStkXXouVwv1xOgM2MhluKuU1LWzoYebIwUWK9/GphY/B4MYTF/YpA5NHEtPao2Pj2f79u0kJCTc9p6LiwvNmjXD19eX7OxsLBYLzZs3F2MX/8IqWPnj3B9cWJVFg/T2ZDsn0vP5unSq1an4GJ1Zx7B1w0gqSKKReyN+7PnjLdn3ZUEKoJcBQRAY89sRjsVm0zrIlb+eao9KIUd37hyxY8dVm5SLISaG6EeHgMmE/PPvGH1GRp7ORO+GXvw6odWdB+PpxbDuGfHP3d8UNaLuRFE2HPoBjs0p1oc0OPqxu2FPkjCTacihoU8rBrZ7GaW8cgyhjh8/zqZNm3DQqJGdOYRcoWTk2x8S0KhkbSizycLlw6mkROWSEafFydOWziPr3desc0EQ2LtoDic3rQPAOziEjqPGU6dF6zsuvgwGA9u3b+fEiROAGFQcMGAADRo0uOWcrT9/x4V9O7ELa0G6VfyMW7ZsyeDBg++6sNMXivqEV4+lYdSJwTLvOk4cbLQc4ZwJF6ML/fv3p337spksVBhDgZiFXpQJvd4Ty58QteEvH9zHuZ1bUWlsGPP+Z6VeSlpUVQzBamXeS0+Tk5JMr8kzcAltxNKlSzEajTg6OjJ06FCCg4ORrZ0BZ/8SjV8nbrijRi6Ipcbr16/n3Llzt73n6OiIj48Pvr6+1KpVCx8fH7KysoiMjOTMmTMUFd26k+3r60udOnUICgrC398fe3t7Lh/ax5bZ32C1mKnVoBEHggax8aqW0a39+WJkxU3wbubNq4nMS8rERalgS6v6/J2WzU/x6djI5TRysGWwlwsT/dxLXFDmmsz0P3mVWJ2RNk72/N28LleK9Iw9E0WO2cJIb1d+bBhY4hg1WK3MuBjH5sw8VDIZcxvXpk8J+rfFx8flU7AvEXOeAaWrDbsytXyQkkGXxj78MqH0jY5/Yy0ykb83Ef2lLASLgLXIVCxfovSyw210/QrrpAuCgDFeS+66SEzJYravOtAR+7a+5O+Iw5J7u941gLq2Ex5PNkJegmP9LURshyUjRbmh58+A0+2aedkmMzPPxbAnX7y/nVlArwCrTIZbQT79Lh7FS2egl6kJDfu1wrHb7SWwJpOJAwcOcPDgQcxmMzKZjFmzZpVqIinNUWVk7Uw4s0TUnx69oHKvfRMmg57ESxeQK5Q4uLnh7OWDsgSzIkEQ2P3JT9TLb4pMJsO2rRduw+qXOH7NZjM6nU58cDMYyMnJITExkZMnT1JYWIhMJsMDAf2lE5x3b8Uv3717VwO5yiBr8SV0F7LQeBfhqZ8Ghjwx83zy1pI9cK5vbMuVMGU71GpZOQ1ZOVkMuNXrB+NXVM41q4Nzf8PqqeK/x/T9rMWXpy/F4adRcbR9GEogb3MMBQfEsmHbxu64jg5FXs7PtdBsoc+Jq0TrDAz2dOGPxrVved8Qk0f2sitY8gzI1ArcH29IlL2cUb8epshoYUzrAD4b0eTG9zL5tJgok3FF3AD414ZiSUhzVOUSmV7AwB/2YzRbaebvzB9PtMbLqQKbT3fgegl7REQEHh4etGzZknc3R7HmdCLj2wTw8YjKWQ+VSFG2aAZcmA6dXoA+H5R4WGFhIV999RWCUEEZl6woUXfdkA99/wcdy6alPuf8HL4/9T1NPZqyaOAi5LKKb/4LgsCbB95kU/QmvO28WfXoKpw1d5c+vXz5MsuWLcPOzo6XXnoJpbJynouvY7UKfP7PZX7fF40giCafo1oH0CfMm+93RHAsNhuALvU8+HR4k1s2F+5E0pVw/v7oLSwmE836DqLXhMeRLXsMYvZCvb4w/u+b7m9hzecfEnvmJA7uHkz45FvsXcpfcZ+fqWPLb+dxdLNhwPTSjZBrwriuLKqqL5m6TGbumEl4djhquZqPOn3EwOCBtx8XH8uiN17AajHzyAtvENC6JYPXDCZdl85LrV5iWOjjtDl8Ca3Fyh+NajPYy6XS2vhvNkdv5puT32C0GPGy88JF44Kt0pbovGjitfHFx7XzbcewkGH0DOyJrbIcJp4JxxH+noQhPpWcSHvyYm2xcTUR2E9ALjfd8D0BUNmLElXXTMU/rjONHwMn4C8zsK9tA+zsShj72TFw7A+Es8s4n6xid1owZkGBXGFmX6McMp1MhMU5UjvVHrXp1rkozdfClhZi9VBtp9p0D+hO51qdaenVEpWiDBXLFhPTd0zneOpx2vi0YY7VC/nRX0R55qf2gNudqxwFQWDRa8+RER9Lj4nTaDlwSOn/lhVAb7GyJ1vLyfxCNmTkEqszYqeQM7thIAM9XUo9XxAEkpKSOHXqFDExMQQEBNCiRQuCgoLKZ4YNHI08xZFv0lFa1WyrP5fQVn680uYVvOy8+Pbkt8y9MBdvO2/WDllboWp2KYBeRuKyCnnkxwNo9Wamdq7DO4+EAZD+9ddk/TEHhZsbfp99ikPX0rVzdEYLuy6ncyAykwGNfUrVNgPxS5Uw7SkKDxyAdh2YUHcsWUUmWga6sGRq+9Ifzg58CzveF//c+SXo+X+3ltXq8+HQj3DkZzBe20nzagSdX4BGw27LGq5MioqK+Prrr7FYLDS0V5F44jBKlZr+z7xEaIcKlgJWExnxsWQnJRJ96hiX9u0CoMek6bTo/8hdg9spKSn8/fffZGeLi5+2bdvSq1cvNJrbs/nz0lOZ+8J0rBYLzZ6YzsETpxAEga5du9KzZ8/bjv83giCQl6FDl2/Eq7YTZ2POsH7JeiwyC50e60T/ev0r2PtycOYvWPs0gsKGtIF/cf7kJcIP7i3ODFSoVEybPbfUhZm0qKo4p7ZsYPf833Dz82fS1z+TmZXF8uXLizPAvby8aNekHi12T0Bu1Yt6sPX7lXitwsJCli9fTnx8PDKZjLCwMHx8fPD29sbX17fEXeHrmEwmLly4QFZWFrVq1SIoKAiVQs7prRtx8/Onbut2XD6why0/fYsgWKnfvjMDnnmJsykFjPjlMAq5jG2VVCptsFoZeiqS09oiNHIZhhI0xHu5OfFDw0Dc1TcejKyCwMTzMWzPyifARs2WVvXxuPb+gRwtY85GYREQsxfr+NwSgNdZrEy5EMOubC0auYw/GtUu0TzuTqTm6enyxS5MFoE1MzvSIvDe5cOsRguFR1PQ7knEWmgCOTh29cehi//ds8GvIVgEjIla9Jez0Z3PxJwpjmuZjRLngbWxb+2DTC7DqjdTcCQFS7Yea6EJwSogU8lRutvi2D3gNmmX228kwO/dIOWs+IDd9393PNQiCCxMyuT3qFRirOICeXCiiefC89ivPEeGPB8ZMvr07UOHDh1uma+jo6PZsGEDOTlixmmWzJlkh1BWvXz7w8m/keaoMpJ2EX7pKOpKPn8aXGtX7vUrQGFuDnv+72ea2YvrONtWXrgMDC7TGAAxsL5hwwbOnj0LFgv2sZdY4TGYVx/rxeg2Zc+oKi+G6Dwyfj8HWPFWP4tKHg9+LWHYb+BZv+STBAH+ngiX1okPXtP3geYezYVTz8Ov19ZsTx8AnztrT9Y4BAGWjYcrm8C/LfpJW2h95DKZJjNfhwYw3k/M7Co8kUbOmghRF93NBpeBdbBp5F7mCoNZ4fEsT83GTyVnZ6sQXG3tEAQBU3Ih+Tvjb0hsedji/nhDjubreGnFGdK1BjrVdeP74aHY2dqg0WhQHPkJtt9UVaq0gbeSS9RnvRlpjqp8jkRn8fTik+QWmfBy1PB/j4TxSFPfKqk8KTCYafO/HehMFlbP7EjLSlgD3JXLm2DZY+JcPXGDmI1ZAgsWLCAmJoYePXrQrVu3sl/fWCSaS6ddgMAOMHEjKMoWiE4tTOXRtY+iM+t4s+2bPNaw4n4LayLW8O6hd1HIFMztN5eW3nffVLRarcydO5fExEQ6duxI377l8+IpDxeS8vi/dRc4HZ97y+v2agX/90gYY9oElOu7dvXIATZ89zkIAu1HjKNjj7bIfukgVoU99jfUF/tydM0KDixbiFKtYewHn+MdHFLhPpiNFqwWodi/7G7UlHFdGVRlX4pMRbyx/w12J+wG4OlmTzOj2YzbNpIOrljCkVV/YefsgmFiM/6MXIi/gz/rhq5DrVDzRUwK38Sm0cDehl1VlIV+N6yClQNJB1gavpRDyYcQrpkN2Cnt6B3Um87qFvjrXfCvH4aLdynzalE2HPsDEo8jJJ2GoswbuWBqR9HjK/OqGDwHkCmIqjOI7gEvYUJ2R0Pv6xj1Orb9+j1XDh8AQO5p5a8myehsLLTT6RllG0jn0avJjUsi4eI5MhPiuHJ4PzK5nOSJwezM2IvZeqMC2E5px4j6I5jceDIetrd744FoGvrOgXe4knMFW6Utq8KeIWDd8+KbY/+CBnd/NkmJvMLSt19GqVLz1K8LsHW4x7VeGcgzmZl2MZZ9OWJMcZCnMx+E1MLf5u5SvZXJgbVXOLs1iQJ1LiuafYrCRsbQkKGsuLICi2Dhhx4/0COwR4WuLQXQy8E/F1OZvugkAJ+PaMKYNoFYDQZix4zFcPkyAE6DBuE+bSo2DW5ofAmCQFKujoORmey+nMG+iAyKbippf6prMK/0DUV9h7J7gPzt20l67nkElYqX+r/OZYULjWs5sWhyO1zty/hlPPQjbHtH/HNIbxj6K5h1cGWraPRYdE1KwaepmKkeOuCuGaiVyfLlywkPD6dFi+ZYr5wj+uQxADqMHEe7YWNuMxa931jMZnbM+ZkLu7fdeFEmo8+0Z2naq+SgI4jfhRMnTrB161YsFgtOTk4MGzaMOnXubtq4/ffZnNu5FZ+69QgdPp6NGzcCMGTIEFq0aFGutq9fv55Tp04Rbx9PcnAyqx9dfVfdscpAp83n0jfjuRilJcNwI/Dp6luLpr37E9a1J3ZOpQcRpUVVxTHqivhtxiSMuiKGvf4ewS3bYDAY2LFjB2fOnMFkEsuu/B0EHi1YiJenFzx98LYHmZtNPzQaDaNHj6Zu3Yo7t+sLCljzxYckXxH1z9xqBZCTnIQgWGnSsy99pj1bLH80Zf5xdl5Op2+YN78/UTmyD4l6I31PXCHbZMFBIeeL0ABC7TTsuXKcL7WO6JHjrpQxztuFEb6eeNuoWZCUyecxqWjkMja2rHdbedqcxAzeiRAzFbu5OjI7LBBPtYock5lJ52M4mleIrVzGgibBdHUr30Lmww2XmHswhrZ13FgxvUOl/Btcx1JoInd9FLqzGQDIVHLsWnihqiWamsodVMjtVAh6M+YsPabUQowJWgxx+Qi6myRhlHLsmnni3L+2qCF+rxgK4OIauLJZ/E/tALPOgn3Ji82bsQoCBzLyKUrS0i5ejzlbz8qcXI7lnCZIIQarGjRowKBBgzAJclas3UhqdDgAhYKKY6ZA4qyuONuq2flyNzxKMf2R5qhysGg4RO2Edk/DgM8r//oVICXyCke/XEwrlz7iQ5pChm0DN2ybeWLTwK3UjGOTycS3n/yPIkGG3GJhsbEVDQI8WP9s1SQDWI0WMr47gClbjr1iM662c8UEifYzSg2kosuBXzqLPjnNxomGn/ey5lsyGiL+uWcfjftGXpKYbWvUwsCv+N13CO9GJlNLo+JQ+4Zorv0OGeLyyV4SjuWaoaI60BH71j7YNvFAfpfg0N+p2TwXHo8cgeWn/kfLPDlGm3bodaFYTC7iQTIr9vUtKIe2573tV1l9SvwdaeIhp7c6kpzsrOLrybCiwIIgUyAgQ61U8Mbrb4BS8pK5H8RlFTJlwQki08WAQds6bkzrEkz3UM9SdenLw4oTCby28hzBHvbsfLlblctDAbDmabE60dZVlN0qoarl3LlzrF69GicnJ2bNmlU2OZncBHET6OIasPeE6ftLrCq7G8suL+Pjox+LgaVHVxHgWP7Nyv2J+3lpz0voLXpmtZzF1Ca3e3H9m6NHj7JlyxbUajXPPPMMzs5lT4SoCFarwL6IDJYdS2BHeBotg1z5elQzAtwq9vx2PakGoFG3XvSuk4Hy6E/gXg9mHCIlJoa/3n0VwWql34wXaNy9d2V2567UpHF9r1R1XyxWC9+f+p55F+cB0CeoDx90/ABH9Y1nC7PJxKLXnyc7KYHIWgUcaJbFt92/pXeQ+JnmmszVloVeGkkFSayNXMumKxtQR+YSGu+AV+6Nih57d3e8Amrj7O2Djb0DcqUSNz9/6rXrWLKpuT4PcuMBmSjdIleAxSRmk2scwcGLxy/EsT0rn15uTixpdmsmt2C1cmT1cgqys3Dy8ubSvl1kJyUgVygQOtdhnt1OkMGU4KE8v28OclMR9HgHur1afI0Frz5LZnwsA555iYD2bTiYfJD9ifs5mHSQLL34m26jsGFk/ZGMbzj+FmPYtZFr+eDQB5gFMy4aF/7X9Bm6rXtNrDLs8Cz0+7jUf9N/fv2eC7u3E9alBwOefbmcn0jFMVkFPo1O4bfEdCwC2MplPBfkzYwAL2yrwHPrtvsbLSz/6Bh5GTrSAq+wptbPxe/1DuzNtz2+rfC1pQB6Ofl0czi/7YsGYFLH2rw9qCEKvY6MH34ke9Ei0QQFUDVoQHqdMM7LXVhpX48I460ZTLVcbGno68SOcNHALNTbkRd616NfI5/bNLzN2gKuPDIYeVoqf9XvxcKwATQLcGHh5LY425YzM/z0YlHDyawHZNxiKe4eAr3ehQaDq930KTY2lvnz56NQKJg163lOrlnBqc2iHIq7fyC9pswgIKxmZDMZiorY8O2nxJ07jUwmx6defZw9vWnYuTvBLe9s8Gk2m9myZQsnT4qbMPXr12fo0KHY2ZW++CnIzmL+KzMxFBbSafQECpw9OHDgAHK5nKFDh9K0aclyN7e13WDg66+/xmg0cr72ea7KrjKi3gje7/h+mc6vCFEnj/HPL9+h0+YDoJBZqd8gkCajn8G/YeNyLf6lRdW9sXfxXE5sWI1HYG0e//z74sWGTqfj9OnT7NmzB6PRiBwrwcTRsEkrgro9hpubG+np6Zw4caJYcsjd3Z0xY8bg5VW6dv2dKMjOYtUn75KZEIf6eibetaqEpr3603vqzFu8AyLStPT7bh9WAVZM70DbOpVglIWoh74qLYfJtTwIUgEbZsHZv7hkH8z0hu8TYV+yyeg3DQJ4zLdkzbmlKVm8fTURnVXAVi5nkKcz57Q6rhbpcVLKWdgkmPYu5cui33MlnSfnH0cQYN6TbegRWvF/+7uhu5hJ/s74YgmWsiCzVWJTzwXbMHdsGrqVLsVS5sbkwryBkH7xxmu9PxCroypIvt7E2F8PY82IpK0qATkCFpkSnVWOg8yIIMBlixcXZQF0a1iLoc1r0a2+5103uYuvLc1RZSdql2jgqLQR/TFcSjbCqm6iTx3n2OylNHLuiKvmhjm6TCXHqV9tHDuXbOYGEL5/Nxt/+Z6iOmEIKjXJVme2G+uxemanSqkWuRlBEMj+eTO6BCfk5OLt/yOK0T+AV+kmbcXEHYL5g0CwQt+PoeOzFWvMxTXw9yTRcPDZ4yXLxjwIHPsDNr8CKjv00/bRPsJIqtHEJ/VqMdn/RrWo1WBBuzcB7b4kMFuLX5dpFMjtVWC2IpitqHzssWvlzXovBS9HJmIFZkRfZErEv7/rBmzlx3BSLkElTyTKphHT8yYShT8Tmzphm3AY3b+kz/6NWq3mrbfeKrWL0hxVdehNFn7fF83PeyLRm8TvhYeDmmd6hDCxQ+1K8Wga89thjsZk82q/UJ7pUfGM4HJhLBINPpNOihUrU3bcprdrNpv55ptvKCoqYsyYMTRs2LDka+UmiJUvl9ZC4nHxNZkcnlgHdUqv4v43VsHK1G1TOZ56HH8Hf5p4NsFJ7YTOrENn1mG2mkWzPJkMpUyJSqHCRmGDk9qJULdQsnRZfHvqW6yCla7+Xfmx54+lSsHk5OTw888/YzKZGDRoEG3a3PnZryowmC2oFfJ73jw5/c9Gds//HcFqxdXHFx/jZZzleaiCO3IuzkxeWiqhHbsy6PlXq2ej5ho1bVzfC9XVlzURa/jwyIeYrWZqOdTisy6fFeuiFxgLePGvKdTfXIAcGcpRrXh+xPu3fKbXs9Dr2WnY3jr0rh5OVYUgCKREXOHi3h1cPrgPo078zbPKBHIcjbho1SiEkr+HHoG16Tb+SYKatSzXd3VXVj6PnYtGKYM9bRsQYner/NbhlX9x6O8lt7zm4OqGYkgzvk+fD8Db7d5mbIOxcGYprJ0hzmej5kOYKJVyvQIgpE0HhrzydvF1rIKVw8mH+fnMz5zLFOVQ5TI5vQJ7MbnxZCJyInjv0HsICPQK7MU7LV/CY8lY8XkooB1M2lSqQoShqJBfn34Cs8HAmA8+x7/B3X0aqoLwAh1vXk3kSJ74TBlgo+b3RrVp4VT10svJEbms+eYUCBAwVmBe3mx0Zh0L+i/A2967wteVAujlxGoV+HbHVX7cFQmIbtePtw+idW1Xko+eQrZsEd7nj6G03sgwT7N1ZWaf16gX5EmPUE96hHrR1N8ZmUzGPxdTeW3lOfJ0YvZnXU97+jf2oXWQG1EZBZxJyKXeX7/QN+IAabauPN37VXq3COKT4U1wsqmgrEraJbF0N/OqqPfo2QBaPwktJ1apVMvdEASBOXPmkJSUVCxNcmn/bvYs+KM48OoTUp/mfQfRsEv3kncZq4k1n39A9KnjKDUaHpn1GnVbtSv1nKKiIpYvX05cXBwAvXv3plOnTuWa5MP372bz7K+RKxSM++grDp09X6w/3atXLzp37lzq9bZt28ahQ4dwc3Oj3ch2TNs+DQHhrmUsRXm5nNy8jrhzpzEbjQhWK44enrj5+WPn5IxSrUZlY4utoyNqWzusFgsmg56C7CxSoyK4fHAvIGYWt6jnSIPkP7FRIS6W71AKeiekRdW9oSvQ8ufzUzEUFpZo1puXl8emTZu4evXqLa8rFAoslhtzWosWLRgwYADqErSEy0pBdhYrPnyLnJQkHFzdGP7Wh9i7uHJ222aUGg2tBw0t0Xj3zdXn+etYPM0DXFgzs2PlLup1uWKpctxBMRBUuzPG3Hi2K4JY5tOP/S6t0F8zTZ5kr+OztnfPAL9SqOfZS3GcL7hhYuirUbG0aTANHcqh6wckZBfxyI8HyNOZeKxdIJ8Mq9oNRUEQMETnobuQiSXHgDlHj7XIhLXIXCy7ovSwRR3giDrQEXUtR2SKSn7AMhtg8QiI3S9mp7WeLGor+5df9/3fZGgNjP7tMHlZ6XRUxeIhFxfqOpkGee229GzTmM4hHuXWrpbmqHIgCLBgsPj51rCs5Qt7dvDPL9/hrPKkfYvhuJu9seQYQAaeTzdDE3T7v4dOm8+8F59Gp82n8eCRHI9NxGw2c87sg0NwSxZOblt5DRQEtH/OIy+yHmDGM2wvmnFvgKoC2suHf4J/3gJkMHYJNBhUvvMLMuDndlCUBV1fg55vl35OTcVqhUVDRT1gv5bMG7CMNyNT8FYrOdiuIQ7KW+cDS76BwlPpFJ1Kx5xecoB7SZCKbxuIn8uwxAzeuGiDAgG1vwa1fQ4aDx2aIBVyUxYkHsd0bhUqSxFGQcE5v8f4J8Mbk9mCr6cbj9XJxvbk7xgtFszezbCMXIhMZYNcLkcul+PgUPqmrDRHVT1JuTrmH4xhzenCrdp0AABiSklEQVQkMgvESoW2ddz4YkRTanvYV+iagiAwe1ckX2+/ikwGB1/viZ9L+dYR90RBOvzRC/LiRQO+MYvA+9ZgzI4dOzhw4ADBwcE88cQT4ovJZ+DkfEg4BvlJoM+96QyZ+BzQfmapMgR3I0GbwOgNoykw3W7mV1aGhgzl3fbvlqpHLAgCixcvJioqisDAQCZNmlRufd6aROzZU2z49rPiYOXNOHl68fjnP2Bjf++SieWhpo7rilCdfTmbcZbX971OUkEScpmc/2v/fwyvN5wXd7/IroRddLriTb0oGxxc3eg380VqN71RwZ5rMtPp6GWyTGam+XvwUb3bvYEqA31hAVaLBVsHR2RyOYIgkJOSxJVD+wk/uJec5MTiY529fWjSoy9h3XtxTHuGP0/+TkZMFI5FKhyLlPgoPaltF4DpSgqmaxvMNh6ueLZuQu8hT+Dm5nOnZgBwQVvEUxfjiNYZmB7gyQchtyZHxJw+werPPwBBoEnPvpiNRpQ2NkSFWfk58g8AXmj5AlOaTLlx0oZZ4nwnV8KYxRA6gLSYKBa/MQulWsPMOUtuM2gXBIHDyYdZeGkhB5MP3tbOsaFjeavNG8jWPg3nV4j+NtP3lala58w/m9g59xfcagUw6eufq3Uj7GYEQWBdei4fRCWTYjDhplKwqWV96tjdvaq3Mti3/Crndyfi4Kph1JttsHVU3fO/gxRAryDbLqby8t9n0erNt73naCykXcolmpuz6BR3Epv8HFyen4XvzKdLvFZukZG5B2KYezCWAsOt12ueEcGnB8USq00T32bI5CHU864E7SKrRXQedvQrtdyzurh06RIrVqzAxsaGF198EY1Gg65Ay8FlC7mwezsWs/hv06RXP1HW4T5MAtGnjrPm8w+QK5SM/fBzfENCSz0nLy+PxYsXk5GRgVqtZuTIkdSvfwdd0rsgCAIbvv2UiKOHcPL0pt+MWYQnpnD48GFAzGgfNGjQHcsI4+LimDdPLPEaN24coaGhfHX8KxZcWoCbjRsrB6+8xYU4PzOdExvXcH7nNszGko3/ykqrQUPpPG6iaLCzaipcWAl27jBtN7iWnN1bEtKi6t45vmE1+xbPxcHVjcnf/37bDzlARmoy4fNf4KrehVS5H2YryOVyGjRoQOvWrQkOvlHilpkQR25qCoW52eSkJJOZEIdJr8e7bgg+devj4OqOnZMTrn61UCjFBxNtdiZ/f/QOOcmJOHl6MfrdT3D28gGzETa/DPkpENwdgruJ5aQqGzHYZsgnvUig27dH0JksLJ3Wjo51S5fxKBMGLSwcKjqaqx1h9HxR6grEexsLIXIH5m3vYdSmYGc1ioGiLq/cVfZAEARO5RexPDWbDKOZ/9WrRa1yasDpTRZG/XqY80l5NPN3ZsXTHdAo798mYrUgCLB6Gpz/W/w8ntwMvmWrtCkrSbk6nl50EoVMoLubliAnOQN6d8fGpuIGcNIcVU5SzsFvXQEBJm+DwNI3pKuL6w8eALVCw2jrMQh1shylpy3ez7dAprp1DO6a/xunt2zAIyCICZ99x8VL4axevRqAo6ZA3p08hA51S65YKReCgGHpZ2Sc7wAocAmLxuHxJyouvyIIsOklODEXVHbi73JZs9gFAVY8AeHrwbuxeG4NWVNWmLwkUZ9fn4uhy2t0shtKot5EUwdbFjUNxltTcoDNWmTCUnhtk1EpJzG3iLlRacxxFDefH48x8vxVA3KFEffHW2DT4PYKqvOJeTz763r+T/YnfgotKxmIFQV1iWU0G9EgJtsQ0F7ccHK+czXEnZDmqOrDZLGy7HgCn24Op8hoQSGX0b+RDxPaB9EqyLVMVU1ww0zyt71iBXS1Zp/fTMYVUXorPxGUtjD4e2g2pvjtnJwcvv/+ewCe7emPx+UlkHzqXxeRQVBH0UA67FFwvHuQq6ykF6VzMu0k6UXpFJgKsFXaYqOwQaVQoZApEAQBi2DBYDFgsBjI1GUSnhVOelE6Y0LHMLHRxDI9V16XqlEoFMyYMQMPj0pag95HivJySbpyiZyUZPJPrMacdhVBaUurZ77Bq1H1ZtdDzR/X5aG6+1JgLOCjIx+xOWYzIBpyHk05ikqu4s+ev3P6qznFQeqgpi1o0f8RajdriUKpYntmHo+fjwFgadNgerpXXnvzM9M5vPIvLu7ZiSBYkcnkKJRKzGaTuI64hlKjoV7bjjTq1ovARk1vSaQSBIETaSdYdnkZu+J3YRbEuJDaKKdZpDP1ExxQWcTjjWqBWoO68tiol1HeJEUqCALH8wr5KSGdfzLFBE1PtZIDbRvgrLpxXHpsNH9/+Bb6wgKa9RlA76nPEJETwdsH3iY8W5R5nBg2kZdbv3zrvGG1wOqnxDiHQg1Df0FoPII5z00hPyOdIa+8Q0ib9nf8d4rIiWD+xflsjt6MWTCLwfPG05GtmwER28Tkronry5SAqC8sYP7LMynMya5S89DyUGC2MPxMJOe0OurYqtnQ8oaHWFVh1Jv5+9MT5KYVUau+C4/Oao78HisspAD6vdxDb2L1yUSWHU8gOVdHiJcD9b0daV3bjXZ13AhwsyNvw0aSX30VuYMDdbdvQ+l65xLePJ2JXZfT2BGeTnhyPg2cFEyd9za2ORk4jx2L3/vvVUk/agpWq5XZs2eTnZ1N//79ad/+xgRTlJfL2R1bOPT3UhAEekyaTssBg6u1fWaTiQWvzCQ3NYU2j46g6/gnSz0nMzOThQsXkp+fj6OjIxMmTMDbu+IlI0X5eSx+8wW0maJGcViXHmhCwjhw7DhWqxW1Wk3nzp1p1aoV9vY3slwMBgO//vorOTk5NG/enKFDhwJgtBgZt2kcV3Ou0titET+0/YqMqxHEnD7B1SMHsF7LOvYJqU/LAY9i7+IGCOSlp5GTkoS+sACz0YhRV4ROq8WkK0KhUqFQqXFwdcPRw5O6LdviH9b4RieMRTCvv2gE6BIET6y9q3v0zUiLqnvHbDQy76UZ5Gek0X7EODqNHl/ygeEbYPkErCjIGbES27rtb5EbMhuN7J7/O+d2bi3TfdW2tgQ1aYFRryPh4jmsFguOHp6Mee9TMXhutYoB0wsr/3WmTHzA0uWKng2AXm7HVbM3Me5dGTL2aVHX7l421AwFsHS0mHlu6yoaZd3JAM+kg3/ehhN/in+v3QVaPC5mT92rCd8deH3lOZafSMDVTsXG57tQqzqzzu4Xl9bDisfFLI7xK6FuxYxeqhtpjqoA656F04tE48upO0rX7q5GTm1Zz56FcxCsVtRyGwYETMNGbodDN39cBtzwLslJSWL+yzOxWiyMfOd/BDVpDsDOnTvZv38/AKn2wfz88oR7y1a0WrGse5P0o+2x4IFdUD6uTw+894QCi0ms9riWec2U7WUz8ru8GZaNE8fptN2Vvsl137guSQOcHryQCbq6ZJnM1NKo+KtZXerb33mTLSJNyxf/XGFLYSHmBmJCw5PRO3g9Op58RUMs40dQ5yb5LaPRyJJlfxMbE43eKsOCHDu5Bbkgrr/CZFEMFzaiVNmCRz3o9vo9eRRJc1T1k5BdxP+tu8CeKxnFr9mo5LQOcmNIcz8GNfXF7g5BhLisQl5fdY4j0dkAvDOoIVO7lG3NXCUUZsHqqaIEF4jZ430+EjPTY/axdPdFrhbY04YzDGI3yFVioLzJKHCtI276VNFaqaopKipi9uzZFBUVld8s9UHBpIM/ekL6JWg0TJSiqGYelHFdFu5HXwRB4LtT3zH3wo2qvvc7vM+I+iPQafM5sno5Z/7ZhNUiBqBtHJ3oMGIcLfo/wjsRSfyZlImHSsnaliG3SZqUl6L8PI6uWcHZbZuKEyH/jVyhIKhpC0I7dKFe2w6obUuX9sjUZbIlZgubojeRWJCIndIOOzR4JynwvmjEOU9cZ2X62yBMeJ0slScKGUTrDJzTis+SMmColwuv1fG9JRP60v7dbP99NmajAZ+Q+ox5/3OMmBi8djDpRek4qZ14ve3rDA4eXPLay2KGVZNFqSqAtk+xO60up7ZupFG3XvSf+WKp/UstTCVBm0BrbJEtGQXaZFBoxE3L5uNKPR9u+Oe5+tbiiS9+RHkPVeOVSbrBxMBTV0nUmwix0/Bjw6Aql3PJTilk5WcnMBksNOsZQOfR9e7pelIAvYoRrFZiRo7EcCkct4lP4P3mm2U+N/V/H5OzeDGqgACC165Bbl+xsr8HiePHj7Np0yZcXV157rnnbnvQvJ49K5PJGf7Ge9Rufu+l/GXluhu5vYsrk7/7rdQJPisri/nz56PVanF3d+fxxx/HxcXlntuhLyzgwF8LOLtja/GurXtoI3Id3MgtEn8UlEolDRs2JCQkBIvFwt69e8nLy8PZyYmezRtjLCxAJpNh1OlIS4/n8OXdOOXKsTXeGrgIbNyMtkNGEdikWeVm/OclibqrOTHg4A2Pr7mtFLQkasq4rgzuZ1+uHN7Pxu8+RyaXM+7DL/Gtd4dKitVPwbnlojbx0wfBRmxnXnoqG779nLToCJDJ8AkOwd7VDScPLzwCg1CqNaRGXSUjNoaivFwKc3MwFN2qp+1Ttx6DZr2Oi7eP+D3e+iYc/UUMxHR8XtxgSTwOhvzSO+TZABqPhDpdxMC3+l9zpSDcHmwoSBcfAK9shogdYCoEjZMoLVSrZen3PLlA1Mq1iOXZyJXgFQa1WoF/G/E/j3r3bMS87Fg8b6w+j1wGCye3o3O9BzDbKT8Z4g9D/f63fzYlYSyE2W3FLLeur0LPd6q+jZWENEdVAG0a/NhKNG/s+X/Q9ZWqu1cF0GZncnH3Ds5u34yTwY0u3iMQEHB5oj6OYWL25PqvPyHi2CHqtGjN8DfeLz5XEAS2bN/FsUNiEN0jMITJY4eXyfukJITjc8lak43e2g6lowmvV7uVamxaZvKT4ef2oulWz3fEsXc3LCbx+KxI6Pwi9H6/ctpRjZyMy+FsQi5j2gRg/2/fhq1vwZGfQKYgdtQKHsuvRbTOgLtKycrmdW+T4YrOKODHXZGsPZOEsZ4TljpikHBM4i6+j/qADMGZgYZPyJK5MqipH21ru+Joo+DIjk3YFKaW2L7WrVszsG9v5DIqJs9TAtIcdf+4nJrPvAOxbA9PI7vQWPy6o0ZJswAXAtzscLJVYrUKaPVm4rOLOBWfg95kxVal4IMhjRjduvwmmZWO1QJ7PoV9X4p/VzuAUZRPiSaAhYxEjpVnOzrj1vEJcPC8y8UeHNatW8fp06fx9PRk+vTpYlXtw8jNlWFP7QG/FqWdUak8aOP6btzPvvx5/k9mn5nN2NCxvN729Vvey01N4cy2jVw+uI/C3BwAGnTqRtdpzzDkfDyXCvW4qRQsbhJMS2d7BEEgVmfkcF4B9go5vdycbpM0uxl9YQEnN63l5KZ1xd5WAWFN6DzuCbyD66HT5mM1m1GoVKhtbUushq4oeqOO3xZ+wqE0Dcebd6fI7lYJIo1cxkhvV54O8KLetc1wbVYmkccPc+XwfpIuXwKgdrOWDHz+VWwdHPn17K/8dOYnajnUYvHAxXjYlvIsZjHD7o/hwDcAJDp1YflR0Njb88QXs3HyKMOcqM8Xx2FODHjUh5HzwKdx6ecBCZfOs+IDMeY45r3Pbk1krAFcLdQz6kwkaUYzChlM9fdkhLcrTRxsq0xhIvp0Blt+Ow9Aiz6BdBhWF1kFfUmkAHo1UHDwIAlTpoJKRZ1VK7Epg3yH7vwFYseMAauVwLl/Yt+xYzW09P5jNBr5+uuvMRgMjB8/nnr1bt0hEgSBf375jot7d6LUaBj51kfUahBWpW3KTUtl/9L5XD1yAID+M1+kUbdedz3n5uC5p6cnEydOLJM2ZXlIibjC8Q2riDx+BMFqRQDMTm4Y3byx2t4epLK3s8MlN538qMt3vKYVAZmPE23a9CG0fWd8QsovNVNmtGmweDikXQAbZ3GRVkomek0a1/fK/eyLIAhs+uFLrhzah7O3D49/9gOakgI6+jz4tbPoYN50LMKwXzm/8x/2LPoTk16HjYMjg557pdSNLMFqJS0mitizp5ArFIS06YCb302l5yfmwsZrO/LD/4Cmo683FAozxcwmW1dw9BUD1gUZ/LFkCXUyd9NdeQGlYLpxLZlc3JSxFaslRM3NfPF8O3fxfbMecuNubaRzIIyYUz4JiexoOLtczJrPirz9/UbDxf6UJZOzBNadSeLVlecwmq33r2T7Xkg+A0d+hgurwGoG/7Yw/m+wdbn7edvfg4PfiRs3M4+CuuqNZioLaY6qIKeXwLqZYnnqk5sh8M4lrvcLo66Ig8sXozxhoY5DY4qsBRh7K8hMjePkpnXIZHKe+PJHPAJulyX7ZP569DGnkMvA3t6BESOG3yKFVRZMSTnk/roCgykM5Fa8nm2F2q+StWnPLoM108Ws0Wm77p5RfvR32PIq2HnA86eLN1gfFPZezWDaghMYLVZ8nW14b3AY/Rr53Hh4s1pFQ7Bzy0ChIavVU4x1G8N5nQU3lYIlTevSwskOo9nKZ1suM/9QDBa5DFMTV6zeYnD9jbQ1vHD5OwSZnHM9F/BDlC87L6dfa4FAW2U8Ycp0LIKMdM+WjO0cSj0PO2xtbbGzE/9f2Uhz1P3HahWIzChg+6U0lh9PID777gaxHYLd+XxEUwLda9hv4aX1sOZpMQFBrhITCOr2ZFGEA1FJGTRu3JiRI0fe71ZWComJicyZMweAyZMnExhYM0yvq4xV00S95eAeYqVwNfKgjuuSuN99MVgMaBR31pm2Wi2c2bqRPYv+RLBa8awdTNcX3+TpRC1ntEWoZDLcVUqMgpVs0w0vLBu5jEc8Xfg81B97xY1AulFXxOmtGzmxYTX6QnFTzTs4hM5jnyCoaYsql98tMFv4MiaVpSlZaC2ikbNLXhbNLh3HbA/NG7dhSuvW+Dk7o83O5Oy2zUSdOEpmwo1nQplMTrtho+gw6jHkcgWZukwGrh6Izqzjy65f0r9O/7I36MpWWDUVq0HLwqSuZGkF3Pz8GfPB59g5lSy5C4jPvyufFKvhnANEzXO722XfSsJiNrHglWfJSUmiae/+9JlWQXP4KibbZOaNq4msT88tfs1FqUAjl6GWyxns6cKMQE881Tdk86KLDEQV6enl7oS8At+l09viObRafF6v18abXk80RKEqf1WoFECvJhJmzKRg927UdetS5+8VyO+SfSRYLMSOHoP+4kWcBg+m1pdfVGNL7z9btmzh6NGj1K9fn8cee+y2980mE2u/+JC4c6dR29oy8p3/lUmLvDxYzGZiz57k/K7tRJ86hmC1gkxG876D6DnpqRLNDa+j1Wr5888/yc3NrbLg+c0UZGdx9ehBki5fIiXiCtrsLCw2tpgdXDA7OCPI5ahzMlDlpCMTBDT29gS3FM3MVGoN9q5uOLp7cEEWy+cxs7EoBCY0nMBrbV6rep15XQ4sHSMGzof8DKWUtte0cX0v3O++6AsLWPT68+RnpBPUtAW9pszA1cfv9gPjjyLM7U9CoSOHFYNIjEkAoFaDRgx89mWcPL1uP6c8JJ+GP/uKgfFe70GXl8p02q7LaUyef4JaNgZ2DdKiidwKSaegoORMvhLxaQr1+oimeX4t701DOC8Rkk6KGuqJJyHxmBg0bjEBHp1drmsbzBY+3hTOwsPigq5/Ix9+Ht8SeQV3yqudiB2w/2uIP3TjNYVa/Ix9m8GENWB/By3oq/+IRq5WM4xbJkoVPEDc73FdmVRrXwRBrHg5vwKc/OHp/WV+WKhuki+GU7AgBju5I3EFFzmSsRGAZn0H0XvKjBLP0RktjP1uI8EF4TjL9ahUKqZPn14m/VzBbCVvexwF+xJAkAEmXIfVx75dFZh8CQIsGw9XNoFTLVHKpSSdbX0efN8cdNkw6GtoM7Xy21KFHIrK5Ml5xzGYrdio5OhN4oP2mwMaML1b3RsHWkyilMtl8TPOVTkxpu2fnFV6IQOGuDuTcCyVC5HZCI4qVG08KVTJ0Ahmvgv/hGEZO8HBBx79Eer3BeBCUh4rTyaSH3sOp+wrAHTq8wh9OrWulr5Lc1TNwmoVOJuYS2R6AfHZReiuaaXbqhUEuNoR7GlPM3+Xmvv7X5AhJhP4NgWVuOGTkpLCb7+J/l3Tpk2jVq3ya/XXJARBYMGCBcTGxt4ig/lQkx0Ds9uA1SRWZgZ3r7ZbPwzj+joPSl8SL11gw3efUZSXi52zC31feot3DTbszL5RBayWyWjpZEe60Uy0TvRGm1LLg4/r+2O1WjixYQ3H169CX6AFwN0/kI6jx1Ovbcdq8a0TBIEnL8Sw9Zq2ebCthqnezggrviPn1EVkiG2QK5X4hoSSEnGlWMYGmQzfeqGEtu9MvXadbskQ/+DwB6y8upKmHk1ZPHBx+fsSdxgWDye/yMJfSe0o0Al4B9djxFsfYOt4h+/E8Tmw6WWxuvnJrRBQdi+Ck5vWsmfhHOycXZj83W9o7Gq2gsXWjDxWpGazO1uLzmq95T1buZzubo7UtdNwsUDH7mzxuzUjwJP3Qir2u3LlSAq7Fl7GahUIbOTOgOmNUZazklMKoFcT5uxsYoYOw5yejvOwYfh9+skdj82Y/ROZs2cjd3Sk7pbNKB8Cg5LykJmZyezZswGYNWsWriXoxpsMelZ/9j6Jly4gk8kJadOelgMevacSFVGb+TxRJ44Qcexw8Q8AiEYbXcc/iVftu2eM6fV65s2bR1paGm5ubkyePLlKg+clIVit6Aq0pMdGk3jpAkmXL5ISeQWLyURgk+b0n/kCjm4lf6f+vvo3Hx7+EIDxDcfzepvXq/5Hz1gkBtfKkKVb08b1vVAT+pJ0+RIrPnwTq8WCTC6nXpsOeNWpi5OHJyajAZ1WS05yImln95OZK5YbK1VqOo97gpYDHr3rRlKZ0OWI5Wm58RA6CMYuKXOg2WoV6Pn1HmKzivhoaGMeb38t61ObBtoUKMoEZGIQyMZZvFdRlnh9uVLctHG4x+D/3QjfKGp4C1Zo/wz0/V+pG0QAybk6Zi45xZmEXACe7RHCi33qoyjp4TknDpz8QFGyqd194XomMYj/zmFDocMzYhsXDhU/FxtnaDMN2j4Fjtc8IaxWOPQD7HgfECBsCIxeeH/6cA/UhHFdWVR7XwxacT7IjoZ6fWHc8jKNmftBYUQG2X+GI0NGvHs0ru0DCe3UFfld9NvPJeYy6ucDdFdcwVehxdfXlylTptxVBsCYUkjO8suYUsUMVVv5QZx7eaLsNaXS+1RMUTbM7QeZV8GrEUzeIo7Zm9nyhii55REKMw5VuMrmfnA+MY8xvx+myGihd0MvvhnTnNm7Ivl9XzRKuYzVMzvS1N/lxgmCANF7xPkpahf5CnteDn2NDZ7diw+RmazIVXIsgJ8hnd8vvU/r/IvQ7DHo/4lYAXUT1+UKAfr160eHDh2qvN/XkeYoiepgzZo1nD17loCAAJ588sl78364z0RGRrJ48WIUCgXPPfdcpchxPhBsfhWO/S5KI07dVW0G0Q/TuH6Q+pKfkc7aLz4kIz4WuUJJ8/6P4DlwOGhskMlk1LHVYKeQIwgCWzPzePJCLACrmtfFsnklx9evAsDVtxbtR4ylQSlrosrmt4R03otMRi2T8VujIPp5OBdnKZ+JPMLPS9/DO07ApeDG99i/YWOa9hlA7aYtSgxmX8i8wPjN47EKVhb0X0BL7zJIfJZE9B5YMpqsIjnLElqhN8lw9PDk0RffvL3aP+mUuAazGKHvx9Cx7BnkOm0+f86ahqGwkD5PPUfTXv0q1t77gM5iJUZnQADidQa+j0vnjPbW6iwZcD34/H2DQMb4VizRJv5SFlt+OY/ZZMW/gSv9pjXGxr7sz9JSAL0aKTx2jPhJT4LViueLL+L+1LRbgpOCIJDxzTdk/SGWiPl8+AGuo0ffr+beVxYuXEh0dDSdO3emd+/eJR5j1BWx6YcviT51vPi1sga6Qcxkv3p4P8lXL5MeG0VadNSNnUjAztmFhp2706RnX9z9Sy/V0+l0/PXXX8THx2Nvb8+UKVNwc6sZGXRmk4mivFwc3T1KDYiviVjDe4feQ0DgtTav8XjY49XUytKpieO6otSUvqTFRHFw+SJiTp+463EKmZUmLqm0GTMVpx4zK+fmf08Sy9NcgsTytNKkPf7FvIMxfLDhEnU97dn+Yreal6F1ahGsv7bwCR0Ew369q8zBkegsZi45RXahEScbJd+NbU7PBncwHd71Mez7AjTOENJTlEe5vikgV4JgEeVvtCmQfhkyLosZvYHtwbeFaMxq71m5D0SX1sPfE8VNg+YToOfbYoD/OhlXYPnjkHnl2gsy8Gsufv6xB65tegCtnoQBX1Tbw1plUlPGdWVwX/qScg7+7CPKLHV/C7q/Xvo594m87XFod8Yjt1fi/WIrFA6lf19n74rg520XGKK5iEZmpn279rQX6qO/nINdM0/s2/uisFchFGnR7rhC/pEisMqQK3W4yr7C1jkWZp0tzvSsMnLixM+hIE0Mog/79YacS8Jx8T0EmLAKQkpeo9VEErKLGPbzITILDHQO8WDOxNbYqBQIgsCzS0+z6XwKdTzs2fhc59s10UGsLtr9MUTt5KRjGJ/VmcJh5+aY5eKxgzL28tXVL3ENaAG9P7jFT8NkMhEREcH58+cJDw8HoGvXrvTs2bNa+n4daY6SqA7y8vKYPXs2JpOJ3r1707lz5/vdpAphtVr5448/SElJoUOHDvTr9+AEpO6Zggz4qY2YgFKNfjQP07h+0Ppi1Ov45+fvuHr0IAC2jk4MefX/qBXa8LZjX72SwKLkLHxlVkb/8T/UZiM9Jk2ned+ByBXVFzgHOJlXyJDTEZgF+KReLSb7364xnlKQwvTtT5GTmETtfBcm9XqOXu2H3fGaBouBMRvGEJUXxYA6A/ii6z0qQsQehGWPkZlrZF1KU3L1KhRKJb2nPUvj7tfWUUXZ8Fs3Ubq0wSMwZnG5Kph3zfuN01s34BlYmwmff1+tGxiVjSAIHM0r5EKBjsgiA04KOY/5ubM8JZtv49JQy2QsaRpMF7eKmVInXc1h00/nMBlEaSJXHzu8azvRZWx91DZ3TwqRAujVTNacOaR/9TUAbk8+iev48Zgz0tGdPUvB7j0UHT0KgNerr+A+pQozjGo44eHhLF++HDs7O2bNmoVGc2f9rsz4WE5v3ciFPTvEALhMRq3QhtRv1wm/0DBcff1uKV+xmM1c3LuDI6uWo83KuOVazl7e1G7WivrtO+Ef1rjME09ubi5LliwhIyMDjUbDpEmT8PX1rVjnawALLi7gqxNfIUPG9z2+p0dgj/vdJKDmjuuKUNP6khJ5hbhzZ8hJTkSbnYXa1haNnT0u3r64BwRSq+A49vvfE/VunztZ7mD3bVxYBSsni5rHU3eUzbjzXxQYzHT4ZCdag5n5T7ahe2gVZpRXlNNLYOMLYiaBS6C4IPJvI2ra2V+rBDHrSYiPZc76XcgserLcW/HaxJEEuN+heuXscljz1L23TSYH9xDwbgydXxDlVSpKzH7R08BivLtsjdUqykMc/EGUubkZtSP0fk+Ug6iGcs+qoKaN63vhvvXlzFJRexoZTFhZYwO0gtlK+uzTmFKLsG3mifu4BsXvWbRGkMtQ/CujxWIVmDz/ONGRV+mlFnUYO5pCCbNck2ORCyiUWgSTGasgbsDbyA/jqpqNQpYHA7+CttOqp4MpZ2HRMLFyR66E9jPEjbG/J4obcs3GiYH1B4S8IhPDfzlIVEYhDXwc+fvpDjja3Ph8couMDPh+Pyl5erqHevL1qGa4O9y69jSYLby//hLnju9lkOIoI2xP42JO5ap9bSzIaWavQtbnA6jbC2QyBEEgMjKSs2fPcvXqVYzGG8aR7du3p1+/ftVS2n4z0hwlUV2cOnWK9evXI5fLmTJlygMp5XLhwgVWrlyJWq1m1qxZ2NvXbDmESufiGjHZRSaHydvKJSVRUR6mcf2g9iXm9An2LPqT7KQE7JxdGP/JNzh53PqMVWC20PXIRZJNVoISI/mAPPo/Xv2xqyyjmb4nrpBkMPGolwu/hQXd8Xc1V5/Ls7ue5WzGWWTImNpkKjOaz0Alvz37+NuT3zL3wlzcbdxZO2QtLjYu997YzAhYMgpDZjxbU+oTqRWfA9u38KVjqBJZ0gmx+s8tWPSG+3f1312IOnmUdV99jGC1MvKd/xHUpPm9t7cGYhUEpl6IZXNmHnLghdrevBTkg7ICSXSp0XnsWhhOzrUqT429kilfdSl1XSYF0O8DWXPnkf7FHXax5HJ8P/wAl4fEdKWiWCwWfvrpJ7Kzs+nevTvdu3cv9ZzctFQO/LWAK4f33/aei48voR26YuvoxMnNa9FmioFzB1c3GnTujleduvjWrY+LT/mD3jExMaxatYqCggIcHR0ZP348Pj4+5b5OTUIQBD488iErr67ERmHD9z2/p6Pf/Teyrcnjurw8cH2xmOCXjuIPe7sZMOCzil9LmwY/txOzWrq9Dj3eqvClPtxwibkHY+ha35OFk9tWvE1VSeJJUc4lP6ns59i6gltdMYO7bg8xWKXQwNUt4sOMxQidZkGDwRC5XQxoZUWLmsRWi/iwY+8uGqq61wPPUDGbNO6QuIArTBd1xq+jcYYnN4mluuUlMxLm9AJ9LjR8FEbNh7JsPmpTIXKnmCUf2EHcWHgAs85v5oEb13fhvvZlwwtwcp5oHPzM0XI9RFQnxkQt6T+fASuofO2RqRWYs3VYtSaQg02oG/atvFEFOKJwUiOTycjP1bH2h+M4GqM4qxR9DnrXaUm9aD0mw401iExWiIvbeux8M5H5NBLHyDUd7WqjIAM2vQTh62993d4TnjlWY3Xq/43ZYmXSvOMciMzE19mGNTM74eNsc9txh6OyeGLuUUwWAQ8HNe8ObsTAxj4oFXIi07W8vuo8J+NykMng1X6hzOhWF5k+V6yusRghqFPx3BcREcHu3btJTk4uvr6TkxONGzemadOm922dKM1REtWFIAisWLGC8PBw3NzcePrpp1GrH5zfeKvVys8//0xmZmaZn0UfSlY/BeeWg2sdmPzPDem9KuJhGtcPcl9Mej1/vfcaGbHReNWpy9gPPkelufG7aTGb+fSrL/itZS9MKg1tnOxY0qwuTsrqy3q2CALjz0azJ0dLsK2Gf1rXx7GU++vMOj49+ilrItcAEOoaykutX7olznEg6QDP7HwGq2Dl+x7f0zOwEivFdLmw638Ix//kYHoAR7NElYNghyx6eEfjYi+HKdvK9Tx2+eBetvz0DVaLhYaduzPwuVcqr701kCKLlTevJrI8NRuAXm5OLGxaB0UFExJ0WiNpsfnoC000aF96LFAKoN8nctesJe2TTxAMBhQe7mjqhmDfvj0OPbqjCS5dfuS/wM27/s8//3yZtcTzMzOIPHaIyBNHyUqMpygv97Zj7JxdaDtkFE379EelvnN2+92wWCzs3buXffv2AeDl5cX48eNxdq6ZD/rlxWQ1MWvXLPYn7UclV/Flty/pFdjrvrappo/r8vBA9iVql5iRKFOIJn/ejSp2nWXjRVO2StBVjM8qottXuxEE2PFSV0K8KlbKVeXo8yBiO8QfEY1TC9KhMANBJkdrVpBhsSdd6Ufr2q6oEo+AseDW8+08QOMAObHi3xs8AqMXVVwj2moVDVfTL8HeLyDhKNh7weSt4F639POvU5QtBs+zo8UA+MQNVS8vUYN5IMf1HbivfTHp4JdOkB0lSvoM/q56718O8rbFot2VcOuLNws1Xn9JrQCFDMFkAbOAgMAy5RUKleLGWgvhPF0UKdiHjYA6vVE1DENuVwP8DQQBrm6F439C1E5RomnUfGh059LnmsYHGy4y72AstioFq2Z0JMzvzt/ni8l5vLT8LFfSRB8cX2cb6njYcygqCwAnGyU/jGtxx4qnwsJCNm/ezMWLFwFQqVS0bNmSxo0bU6tWrfuuBS3NURLVSVFREb/++iv5+fm0a9eOAQMeHGPws2fPsmbNGmxtbZk1axY2Nrdvuv0n0OXCr50hL0HMjH1inVhRWUU8TOP6Qe9LfkY6i996EV1+HnVatGbwC2+gujYODq5YzJFVy8gIqseqQZPQWgV6uDmytGlwtVRWFVmsfBKdzJzETGzlcja3qkdDh7I/f/wT+w8fHv6QfKNoOtrOtx0TwyZisBh4dd+rmK1mHq37KB93/rhqOpB8Bk4v5vzVbHYcTccqgEIhp+2AAXQYP73MPmMX9+5k6y/fgSDQsHN3+s14AcVdvHUeJtam5fDi5QR0Viuv1PbhlTrVk5ggBdDvI4LFAnJ5tZdvPijcrDt3L4sufWEBMWdOcuXQPgpzc2jcvTeNuvVGeQ9ZEJmZmaxZs4akpGsPvi1aMGDAgAcqs6IsGC1G3tj/BtvjtqOQKVgwYAHNPO9B5uEeeRDGdVl5YPuy/HExGzGoE0zaVH6pjav/wNLRoiTAU3vBp+LGv9d5auEJtl1KY3iLWnwzpvk9X686+WjjJf48EIODRsmamR2p5+0oZvunXYC8RDHj/8R8UQ8PQOMEzR+DXu+CupJKiXW5MP8RSDsvZhg9tfs207sSsVpg8QiI3g3OgTBtZ9Uasz4APLDjugTue19iD8D8QeKfJ22C2jVTQ1ewChgTtVh1ZgSjFYWzGpWPPZZcA4XHUtFfzcacqQPrjXMUbjaYewfw3N5zTMz9nbMycR5UKRUMHTacRo0quDlZ1WhTRUmXim6e3gdWnkzklb/PAvDrhJb0b1x6dpHBbOHn3VEsOhJHdqEouyKTQd8wb94c0JDaHiXPveHh4WzcuJHCwkJkMhnt2rWjc+fO1W4mfzfu+7iuRB6mvjzMXDfhBHjyyScJCgq6zy0qHYvFwuzZs8nJyaFXr1506dLlfjfp/pIdDQuHQG68WBnWbjqEDgSP+rc/B1itYMgDuUpc6+uyxd8OYwHU6VrqrR6mcf0w9CXx0gVWffIuZpMR7+B69Jn2DLlpKWz6/ksEwcqgWa9hbNKawaciMFgFfm9Um0e9XCrt/oIgkGwwYSOXo5HLOKfVsT9Hy4LkTLJNon71Tw0DGeFT/oq4HH0Ov5/7nWVXlmG+uSoX6BPUh8+7fI5KUfWJDFmJ8eya/zvx588AUL99ZwY881Kpsarwg3vZ8uPXCIKVpr3703vKzDIH3h8W/k7N5rnweGTA383r0tm16hPppAC6RI0mKiqKRYsWIZfLmTFjBp6et5tCVCeCIHDixAn++ecfzGYzGo2GRx55hCZNKiB78IBgtpp5Ze8r7IzfSVf/rvzU66f71paHaVw/sH3JTYDZbcCsgxF/QpNyyE2Z9KJ0S04sdHwO+v6vUpp0JiGXoT+Jhjdrn+lE8wCXSrluVbPxXDLPLj0NwK8TWtG/8R12zi1mMQPUYoD6/SsvcH4zBeliJnluPNTrC+OWl57dft3IVGUn6tg/QEG1quKBHdclUCP6svFFODFXrMAYMhtCH5zsxZsRzFbMOXoQQCaXoXC1QaaQYdz1Gep9n3LMGsYChuEpL0KmUDJu4mTqB/qVfmGJuxKVUcAjPxxAZ7LwQu96vNC7frnO15ssbL2QSlKujsFN/Qh0tyvxuKKiIrZs2cL58+cB8PT0ZOjQoTVS87lGjOtK4mHqy8POunXrOH369AMj5XJdv70sXlz/GfKTYeHQm4zgAaUtuNYGjaNYnaTPE9eRFsPt59u5w2vRpd/mIRrXD0tfkq+Gs+aLj9Br8295/Wa5kC9iUvgmNg1fjYoDbRtgXwlSLoVmC5MvxLI3R1vi+0E2al6u48PoCgTPbyZRm8jSy0tZE7GGAlMBg4MH82GnD1HKqy+TWxAEwvfvZttvP2Axm/Fv2Jihr72Lxq7kdUfEsUNs+PYzBKuVpr3603vaM//ZpNyXLsezNCUbT7WS3W0a4KGu2s/tXsb1f2t7Q+K+ULduXUJCQrBaraxevRqz2Vz6SVVEUVERy5cvZ9OmTZjNZoKDg5k5c+ZDHTwHUMqVvNTqJWTI2Je4j4iciPvdJIn7iUsAdHlZ/PP2d8FYWPo5FpMYNN/1kfh/Rz9R+7ySaB7gwoiWognf++svYrXW2L3dYqIyCnh95TkApncLvnPwHEChhIaPQOMRVRM8BzFzfMxiUNpAxDbY+/ndj4/YLgbPAQZ/LwXPJaqG3h+AdxMoyoS/xsKGWWAu4cG8hiNTylF52qHyskPpYYtMIYOCDNRHfgRA3X4Kx9UtSLE4IljM/DBnCW+uOksNzlOp8RjNVl5YdgadyULHuu4837Neua9ho1IwtEUtnukRcsfgucViYfHixZw/fx6ZTEbnzp156qmnamTwXELiftG3b18cHR3Jzs5mxYoVtxjq1jTMZjN79+4FoHPnzlLw/DpOfmKyxKCvRaNkuUpMpskIF03hk05AVsTtwXOZQlz3u9YWs9MlHjj86jfksY++xCekPho7e1x9/WjQqRs9Jz9dfMxzgd4E2qhJMZj4Ojbtnu+pNVsYdy6avTlabg4L+6hVDPZ04ZewIA62a3jPwXMAf0d/XmvzGjtH7WTZoGV83Pnjag2eA8hkMsK69mT4mx+itrUjMfwCm3/8EqvVctux8RfOsen7LxCsVhp160XvqTP/s8FzgP/V8yfU3oYMo5m3IhLvd3PuipSBLlEt5Ofn88svv6DT6ejUqRN9+vSp9jZER0ezdu1a8vPzkcvl9O7dm/bt2993Lcvq5KU9L7E9bnvV6oGVwsM0rh/ovph08FNbMcvkTiaghgJRM/3CSlG2xay/8d7IedB4eKU2KT1fT4+v9lBotPDN6GYMvxZQr4kYzBaG/XSISyn5tKvjxpKp7VAqashccuYvWHttQdz3Y+j47O3HaNPglw6ilEPrKfDIN9XbxhrMAz2u/0WN6YtJL26+Hf4JEMQS8DGLa6yxaJnZ9Aoc/wN8m8O03eQbLSzYc4m0oxtQCmbOmX0YM2QgY9pUndbsw4TBbGHlyUTmHYwlt8iIrVpBQrYOFzsVW2d1LdE0tDLYs2cPe/bswcbGhgkTJuDvX3N/e6AGjetK4GHqy3+B2NhYlixZgslkIjAwkMcee6xG6oofOXKErVu34ujoyPPPP49KVQO8KGoiZqOoi54TK67xZXKxItE1SJR5sVrAagK1Y7n8eh6mcf0w9aUsbM/M4/HzMciAX8KCGOpdBjnIEsgwmnjiXAyntUU4KxX81SyYJg52FFksOCkVD32wOCXyCivefxOzyUibR0fQdfyTxe+lRUey4sM3Mep01GvbkUdefB25vPqMW2sqZ7VFDDx5FYtApcsI/RspA12ixuPk5MSjjz4KwMGDB7l8+XK13dtkMvHPP/+wcOFC8vPzcXNzY+rUqXTs2PE/FTwHmNRoEgCbYzaTWph6fxsjcX9R2d6QXzn4PUTvgdiDYvB1+7swbyB8XhtWPA6X1okLa4UG3OpC19eqxHzOy8mGZ69lGH648RIJ2UWVfo/K4vMtV7iUko+rnYofxrWoOcFzgObjoNML4p+3vQ3b3xNNBK8jCLD+2Ws6yE2g/6f3pZkS/yFUNtDvY5iwEtQOELNPnGMyrt7vllWcvEQ4OV/8c58PQS7HyUbFc/2bMW6kOD82VaayZMMu4rLKUOXzH8ZksbLkaBxdv9jN22suEJleQGaBkYRsHQCfDW9aZcHzpKSk4kzVQYMG1fjguYTE/aR27dpMmDABjUZDfHw8v/76K1FRUfe7WbdgMBjYv38/AN26dZOC53dDqRZN50N6QYNBosRacDcx01ypAbWduNH9H3te/i/Tx8OZSbU8EIBnw+PYnplX7mtcLNDR/8RVTmuLcFUqWNG8Li2d7FHJZTirlA998BzANySUvjNmAXB8/SpObFyDIAikRUey8pN3Mep0BDRqysDnXpGC59do5mjH84HeALxxNYFUg+k+t6hkpNlQotpo2LAhrVq1AmDFihXFOpNVSXJyMr///juHDx8GoFWrVjz99NP4+f03dUmbejaltXdrzFYzP525fzroEjWEho9C7S5icHzhEJg/UMxcPvg9xB0Us05cgqDj8zB9H7yTBs+fgp5vl994tIxM7lybpv7O5BaZeGrRSYqM90/y6U7svpLO3IMxAHw1qhneTjUv+4re70Ov98Q/H/wO5g2A1AuiFM/R30SJF4UGhv8uPiRJSFQHIb3hyc3g4C2a7P7SUdyw0+Xc75aVn0M/inNk7S5iwOEmGjVqRJcuotFaS3ksH83fhMF8ewnvfx2zxcq6M0n0+3Yfb6+5QFq+AR8nG959JIxNz3dm3pNtWDWjw93lse7l/mYza9aID7WNGjV66OX8JCQqg6CgICZOnIiTkxO5ubksWrSITZs21Ri5qqNHj1JYWIirqystWrS4382RkHjg+KReLYZ7u2IWYOrFWL6MSaHQUvoaxioIzE3MYPCpCJIMJuraatjYqh7NHEuWT3vYadipG+2HjwFg76I/WffVx6z48E302nx86tZjyCvvlGoy+l/jxdrehNnbkG2yMORUBHG6mif5KEm4SFQrFouFtWvXFgfP/fz8sFgsmEwmjEYjTk5ODBs27J6NRs1mM/v27ePAgQNYrVbs7e0ZPHgwDRo0qIxuPNCcSD3B5H8mIyDwUaePGBoytFrv/zCN64eiLxlXYNljYCwSM00cfMCrAXg3FoNCbsHV3qTkXB2Pzj5AZoGRR5r68uO4FjUmWyGn0Ejf7/aRoTUwqWNt3n+0huuGn14Mm18FUxEgEzc+hGv6lf0+gQ7P3Nfm1UQeinF9jRrbl9wE2PyKaKwLoFBDSB9oM1kMstd0CjLguyaiduzja6Buz9sOEQSB1Rs2c/7UcQC0jkF8MHMcDrZl33AzW6yk5OnxdNRgo7qRoaTVm3C0eXCzKnMKjWw4l8yfB2KIyxIrjdzt1TzbM4TH2gWiqQTjsrJwXbrF3t6eZ555Brs7GH3VNGrsuK4AD1Nf/msYDAZ27drF0aNHARg2bBjNmjW7r226fPkyK1euxGw2M3z4cJo2bXpf2/Nf5WEa1w9TX8qDySrw9KVYNmWIGeg+ahWdXR2ob29DZ1cHWjjaFT+bCYLAsbxCPo1O4UieWHHX1dWB3xvVxkVVvTrkNQ1BEDi1eR17F89FuOYf4B/WmKGv3tlc9L9OnM7A6DNRxOmNeKmVzG4YRBdXh0qNBdzLuJYC6BLVjtVqZfPmzZw4caLE952cnJg8eTIuLi4Vun5CQgLr168nIyMDgLCwMAYNGoS9fRUZ9z2A/Hr2V3468xMahYYlA5cQ6hZabfd+mMb1w9SXmsaxmGwe++MIZqvAlyObMqp1wP1uEgDP/XWaDWeTqetpz6bnu9wS1Kqx5CXCP2+JUjwgZp43HQ2Df5DKckvgYRrXNb4vV7bArv+J2ejXafgoDPhcNDurqez4AA58A34tYdquO1bkCILAgr83EHvpFAAmlQMzpkzE3+fuSQKn43P4v3UXuJKqxWQRcLNX8/WoZjSu5cwbq86x83I6Q5v78d7gRrjaPxjZS4IgcCQ6m0VHYtl+KQ2TRXz8cLVTMaVzHSZ1qoODpvoetDMzM/nll1+wWCyMHDmSxo0bV9u975UaP67LwcPUl/8q+/btY9euXdjY2DBz5sz79jmeOHGiOBM+NDSUMWPG/OekOmsKD9O4fpj6Ul4EQWBDRh4fRiWRqL9VTqOurYZ2LvZYBThfUMTFAtEny04h5+1gX56s5YG8hiQ/1QTiL5xj+x8/4h1cj34zZqFSS9W/dyPNYGLs2SjCC8XvVRMHW3q7O+GoVBDmYEN3t3sbizUugB4bG8tHH33Erl27SE1Nxc/PjwkTJvD222+jLkeZwn95wnrYEQSBxMREioqKUCgUqFQq5HI569atIzMzE3d3dyZNmoSjo2OZr1lUVMSOHTs4dUp8ULW3t2fQoEGEhYVVVTceWKyClWd2PsOBpAP42Pswr988/B2rR/ezJoxraY56MPh1bxSfbbmMo0bJ1he7UsvF9r62Z+O5ZJ5dehqFXMbqGR1pFuByX9tTbvISQa4Ce08pcH4XasK4/s/NUWkX4dRCOPYHCBZQ2oharE1GgW8zcPSrOd/Z7Bj4rSsY8mHsUlE3thTW7TvJoZ1bsZWZ0GKDf7tBTO3RoMQs8h2X0nj2r1PoTWKmkkx2w8LA0UaJVn9D1srDQcP/PdKQwU39kMtr7oNqZHoBz/11mvCU/OLXwnydGNXanzFtArBTV2+GmiAILFy4kJiYGEJCQhg/fnyNqXIqCzVhXP/n5iiJO2KxWPjzzz9JTk4mJCSExx57rNoD12fPnmXNmjUAtGzZkkGDBqFQPAAJDg8pNWFcS3NU5aG3WNmdnc+VQj0XCnTszMpHZ701hGgrlzHM25UXgrwJtJWCwxL3Tq7JzOcxqSxLybrt+7a2RQjtXRwqfO17GddVsmK9fPkyVquV3377jZCQEC5cuMC0adMoLCzkq6++qopbSjxgyGQyAgJuzyh9/PHH+fPPP8nKyuLXX39l2LBhhISE3PVaZrOZEydOsHfvXnQ60XCqefPm9O3b94Epx61u5DI5n3X5jAmbJxCbH8vkfyYzt9/cagui32+kOerBYFqXYLZdTOVUfC6v/n2WxVPa3bcgUXKujrfXiFmyz3Sv++AFzwGc/xvj+2HgPzdHeTcSs85bTICNL0HiMbi4RvwPQGUH7aZDz/+D+2m2FHdYlLwy5INPE6g/oEynDenaChc3D7asWoqjoCfi8FYGnknl89Et6FjXo/i4RUfieG/dBawCdKvvyf+GNsbDQcPnWy8z/1AsWr2ZBj6OzOwRwo87I4hIL2DWsjP8eSCG9waH0SrIrap6XmEyCwxMmneMxBwdtioFw1rWYkK7IML87l8g4sKFC8TExKBUKhk4cOADFTyvKfzn5iiJO6JQKBg6dCi//fYbkZGRLF68mOHDh+PgUHpwIzY2lq1bt6LT6VCr1fj5+dGjR49yVSEnJiayfv16ADp06EDfvn2lMS0hzVGViI1CzgBPFwZcK54rMFvYmplHvN6ISibDRaXgEU8XXP/jci0SlYuLSsmn9f15tY4Pf6dmE6szcia/iNPaIj6JTmFdi5D7MtdXm4TLl19+yS+//EJ0dHSZz5F2/P6bZGVlsXz5ctLT0wExGN6+fXt8fG6YSJnNZlJSUrhy5QoXLlwgNzcXAE9PTx555BGCgoLuR9MfODKKMpj8z2Ri82NxVDnS1LMpoW6h+Nj74GnriUahQSlXEuISgqfdvenSX6emjmtpjqqZxGQWMuD7fehNVt4c0IDp3epWexssVoHH/jjC0Zhsmvo7s/LpjqiVNSQbVqLSqanj+j8zRwkCpJyBs8shcjvkxIL1WtZ16CAY8Qeo74Mk29llsP45sBjBtzmM+6vcMjOpaen8MWcOFpORKIsb+011Gd6yFmNaB/DPxbRic+LRrf35eFgTVIob88yhyEwiMwoY0yYAjVKBwWzhj33R/LInikKjBbVCzqIpbWkX7F6Zvb4n9CYL4/44wun4XILc7Vj5dEc8He9vZprJZGL27Nnk5eXRvXt3unfvfl/bUxFq6rj+z8xREiVy4cIF1q5di9lsxtHRkR49etC0aVOUytuDahaLhePHj7Nt2zas13SBr6NUKuncuTNt27YtNREqISGB5cuXU1BQIMm21CBq6riW5igJiQebVIOJ9kcuobcKLGxSh74ezhW6To3LQC+JvLw83NxqXmaMRM3D3d2dadOmsW3bNo4fP86ZM2c4c+YMbm5uaDQaLBYLmZmZtyy47O3t6dGjBy1atJBK9sqBp50nc/vN5antTxGZG8nB5IMcTD5423FymZyutboyoM4A6jjXwc/BDzuVHSq5CqtgRW/WY7QYcbFxqf5OVBLSHFUzqeNhzzuDwnhn7QW++OcKzQJcaF/NAaJf9kRyNCYbO7WCH8a2kILnEveF/8wcJZOBXwvxPz4Di0nMRF/3LFzZBHP7w9gl4BJYPe2xWmH3x7D/WsZaw8Ew7LcKBfF9vL14fPxjLFiwgLqKbJIsLqw+BatPJRUf82q/UGZ2r3tbVk3HEA86htzIVtcoFTzbsx5j2wby+kpRF/2pRSdZPbMjdT0rXtZaWQiCwCt/n+V0fC7OtirmTmpz34PnAEeOHCl+YOrYseP9bs5DxX9mjpIokcaNG+Pl5cWKFSvIzMxk/fr17Nq1Cy8vL0D0wDKbzRQVFZGbm1v8HNekSRPatWtHUVERBw8eJC4ujj179nDgwAGaNGlC7dq18fb2Rq1WY7FYyMvLIzU1lfDwcJKSxLnTy8uL4cOHS8FzibsizVESEg82PhoVU/09mR2fzqfRKfR2d6p2rf1qyUCPjIykVatWfPXVV0ybNu2OxxkMBgwGQ/Hf8/PzCQgIkHb8/sMkJCRw5MgRLl26xL+/qjY2NtStW5cGDRpQv359NJr7/2D2oGKymriSfYVLWZeIzI0koyiDTF0mRqsRnVlHTF5MiecpZAosggUAF40L+8fuL/VeNXEnX5qjajaCIPDSirOsOZ2Eh4OGTc93xtvJplrufTYhl+G/HMJiFfhqVDNGtpJkUB52pDmqhhJ/VJRPKcoEO3cYNR/qdC39PKsF8pPFbPHyyr8YC2HtjBsGvJ1fuiYjc29Bmj179rBnzx6UKjXaOt3ZdEWL2Wrl61HNGdTUt9zXuznTO8DNlo3PdsHZ7nZ99erk2+1X+X5nBEq5jEVT2tGh7v3PjNdqtfz4448YjUaGDRtGs2bN7neTKoQ0R0nUZIxGI8ePH+fIkSNotdo7HqfRaOjRowft2rUr3jAUBIGLFy+yf/9+0tLSSr2XQqGgcePG9OrVS/r+1CCkOUpCQqKqyDWZaXvkEvlmKz81DGSET/k3xarNRPSNN97g888/v+sx4eHhNGjQoPjvSUlJdOvWje7duzNnzpy7nvv+++/zwQcf3Pa6NGFJaLVasrKyMBqNgJhp4OzsLGncVRPRudGsjljN6YzTJGoTydZn33aMjcKG4xOOl3qtqlxUSXPUw4vOaGHYzwe5nKqltrsdcye1IbiKsyx1RguDfthPdGYhjzT15cdxLaQ55z+ANEfVYHLjYfkESDkLyCDsUejyMniFgaKEgHHMPvjnLUg9D07+0GoSNBtTtuz13AQxYJ96TjTfffQHaP5YpXTDYrEwb948EhMTqVWrFqPHjUemVOFUgqloWckqMDDs50PEZxfxZKfavDe4UaW0tSKsP5vM83+dBuCLEU0Z3eZ2z5vqxmw2s3TpUqKjo/Hz82Pq1KkPbLaqNEdJPAiYzWaioqIwGAwIgoBCoUCpVKLRaHBzc8PR0fGOY1AQBBISEjh//jxpaWmkp6djsVhQKBTY29vj4+ODn58fzZo1K5PWukT1Is1REhISVcn3sWl8GpNCkI2aA+0aoiqnR1q1BdAzMjLIysq66zHBwcHFzsbJycl0796d9u3bM3/+/FIXqtKOn4TEg4HJYqLIXITerEetUKNRaLBR2iCXlf4wWpWLKmmOeriJyyrksT+OkpSrw8VOxa8TWlW6nIvFKhCeko9KIWfh4ViWHI3H20nDPy90xcVOXan3kqiZSHNUDcekg82vwOnFt76usgM7D3DwAgTQpkF+YsnX8GoEQR1EY13X2hDQHhy8If4wXFgJcYcg44p4HTsPUTImsH2ldiM7O5vff/8dvV6Pv78/EyZMwMbm3iprDkRkMuHPoyjlMra+0IUQL8dKam3ZOR2fw5jfj2A0W5neNZg3Bzas9jb8G0EQWLt2LWfPnkWlUjF58mR8fcuf6V9TkOYoCQmJmow0R0lISFQlhRYL7Q6Hk2ky80V9f56o5VH6STdRbQH08pCUlESPHj1o1aoVixcvrpAudU0s/5GQkLg3asq4luaoB5MMrYFpC09wJiEXpVzG/z0SxhMdgiotM/y9dRdYcDjultcWTG5Lt/qVY6IrUfOpKeNamqNKIe0i7PtKlFe5JiV2GzIFtJkCnV+EmP1waiHEHwLBevuxGmcw5N36mn8bGPEnuFaNMXlycjILFy5Er9fj5+fHpEmTih/6K8rUBSfYEZ5Gt/qeLJjctpJaWjaSc3UM+ekgGVoDvRt689vjrVCUMyuosklJSeHgwYNcuHABmUzGuHHjqF+//n1t071SU8a1NEdJSEiURE0Z19IcJSHx8DInMYN3IpLwUas43L4htoqyVxXWuAB6UlIS3bt3JygoiAULFtwyWfn4+JT5OtKEJSHx8FETxrU0Rz3Y6E0WXlt5jvVnkwF4tJkfL/apTx2P8pv63cyp+BxG/HIIQQA3ezU6o4UnO9Xmtf4NSj9Z4qGhJoxraY4qBxYzGPJBnwuFWVCQJhqROviI2eX2/6pSKcqGyJ2QfgnykyA9HNIuiEF1tSM0GgKhA8XguYNXlTc/NTWVhQsXUlRURJs2bRg0aNA9XS8ms5C+3+7FZBH47fFW9GtU9u/LvVBkNDPyl8NcSsmngY8jK2d0xEGjrPL7FhYWUlhYiKenJzKZDKvVSkJCAhEREURGRpKamlp87ODBg2nVqlWVt6mqqQnjWpqjJCQk7kRNGNfSHCUh8XBjsFrpeCScJIOJt4N9eS7Iu8zn3su4rpKV7fbt24mMjCQyMhJ//1sN16rBs1RCQkLirkhz1IONjUrB92Ob09TfmU82h7P+bDIbziXTKtCVAoOZDK2BVkGuTGgfROcQD+RlyIA0Way8tfo8ggAjW/nz1agH01xO4uFAmqPKgUIJdm7if27BpR9v5wZNR936mj4PMiPBOwxUtlXTzjvg4+PDiBEjWLRoEcePH6devXr3lCFdx8OeyZ3r8NveaF5ZcZa6z9hXuZSL1Srw4vIzXErJx91ezZyJras8eJ6bm8vBgwc5ffo0ZrMZT09P6tevT3h4ONnZN3xa5HI5YWFhtG3blsDAMmjfS5QJaY6SkJCoyUhzlITEw41GLue1Or7MuhzP17Gp9PNwpr79vUkhloUqk3CpDKQdPwmJh4+HaVw/TH15UDkZl8NPuyPZdTm9xPdru9sxvl0QQ1vUwsNBfUepl5/3RPLF1iu42KnY9XJ33OwlvfP/Kg/TuH6Y+vKws3XrVo4cOYK9vT0zZsy4J2M8o9nKhDlHORabTZC7HWtndsK1Cue0L/+5zE+7o1Ar5Pz1VDtaBblV2b1A1I//7bffinVq5XI5VusNWR61Wk1oaCghISGEhIRgb39v1Uk1jYdpXD9MfZGQkBB5mMb1w9QXCYmHDUEQGHc2mj05Wpo62rKpZf0yGYrWuAx0CQkJCQmJ6qBVkCtzJ7UhOqOAE3E5eDpqcLJRsuFsCqtOJhKbVcTHm8P5eHM4dmoFtd3teXtQQzqFiGYjVqvAdzuu8sOuSADeGtBQCp5LSEhUO7169SIqKoqMjAwWLFjAxIkTKxxEVyvl/DKhJY/OPkhcVhFjfz/C16Ob0biW8z2302AwkJmZSVpWLoeistifpuRobA4An41oUuXBc6vVytq1azEYDHh7e9O/f398fX05e/Ys8fHx1KlThyZNmqDRaKq0HRISEhISEhISEvcPmUzGtw0D6HHsCue0Or6NS+W1OlVrEi9loEtISFQrD9O4fpj68jBSaDCz/mwyi4/EcTE5v/h1pVzGR0Mb4+diy9wDMey9mgHAU12DeXNAg0ozJJV4MHmYxvXD1Jf/ApmZmSxYsACtVou7uzsTJ068p8/tcmo+4/84SlahEYVcxvSuwczoXhdHG1WZzhcEgZSUFLKzs8nJySE6Opq4uLhbsr3PmP04Y67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+ ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 35 + "source": [ + "runner = bp.DSRunner(\n", + " net, data_first_axis='T',\n", + " monitors={'r.spike': net.r.spike, 'r.membrane': net.r.V},\n", + ")\n", + "out = runner.run(inputs=x_data, reset_state=True)\n", + "plot_voltage_traces(runner.mon.get('r.membrane'), runner.mon.get('r.spike'))" + ] }, { "cell_type": "code", + "execution_count": 36, "id": "125b19e1", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:25:03.338234Z", "start_time": "2025-10-06T03:25:03.212548Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:31:56.758925Z", + "iopub.status.busy": "2026-07-08T14:31:56.758769Z", + "iopub.status.idle": "2026-07-08T14:31:56.889837Z", + "shell.execute_reply": "2026-07-08T14:31:56.888935Z" } }, - "source": [ - "# the prediction accuracy\n", - "m = bm.max(out, axis=0) # max over time\n", - "am = bm.argmax(m, axis=1) # argmax over output units\n", - "acc = bm.mean(y_data == am) # compare to labels\n", - "print(\"Accuracy %.3f\" % acc)" - ], "outputs": [ { "name": "stdout", @@ -1512,7 +1889,13 @@ ] } ], - "execution_count": 36 + "source": [ + "# the prediction accuracy\n", + "m = bm.max(out, axis=0) # max over time\n", + "am = bm.argmax(m, axis=1) # argmax over output units\n", + "acc = bm.mean(y_data == am) # compare to labels\n", + "print(\"Accuracy %.3f\" % acc)" + ] } ], "metadata": { @@ -1535,7 +1918,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, @@ -1567,6 +1950,5054 @@ "toc_position": {}, "toc_section_display": true, "toc_window_display": true + }, + "widgets": { + "application/vnd.jupyter.widget-state+json": { + "state": { + "008e65a77b9b46dfa1b0c74db88488fa": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", 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b/docs/tutorial_FAQs/brainpy_ecosystem.ipynb @@ -101,7 +101,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/tutorial_FAQs/gotchas_of_brainpy_transforms.ipynb b/docs/tutorial_FAQs/gotchas_of_brainpy_transforms.ipynb index f3ef27a65..6b105aeef 100644 --- a/docs/tutorial_FAQs/gotchas_of_brainpy_transforms.ipynb +++ b/docs/tutorial_FAQs/gotchas_of_brainpy_transforms.ipynb @@ -22,17 +22,24 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:10:55.426315Z", - "iopub.status.busy": "2026-06-19T06:10:55.425930Z", - "iopub.status.idle": "2026-06-19T06:11:00.110740Z", - "shell.execute_reply": "2026-06-19T06:11:00.109953Z" + "iopub.execute_input": "2026-07-08T15:15:01.526943Z", + "iopub.status.busy": "2026-07-08T15:15:01.526740Z", + "iopub.status.idle": "2026-07-08T15:15:06.260163Z", + "shell.execute_reply": "2026-07-08T15:15:06.259325Z" } }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'2.7.8'" + "'2.8.0'" ] }, "execution_count": 1, @@ -86,10 +93,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:11:00.131396Z", - "iopub.status.busy": "2026-06-19T06:11:00.131059Z", - "iopub.status.idle": "2026-06-19T06:11:00.175587Z", - "shell.execute_reply": "2026-06-19T06:11:00.174647Z" + "iopub.execute_input": "2026-07-08T15:15:06.261928Z", + "iopub.status.busy": "2026-07-08T15:15:06.261658Z", + "iopub.status.idle": "2026-07-08T15:15:06.312788Z", + "shell.execute_reply": "2026-07-08T15:15:06.311636Z" } }, "outputs": [], @@ -112,10 +119,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:11:00.177959Z", - "iopub.status.busy": "2026-06-19T06:11:00.177809Z", - "iopub.status.idle": "2026-06-19T06:11:02.771982Z", - "shell.execute_reply": "2026-06-19T06:11:02.771139Z" + "iopub.execute_input": "2026-07-08T15:15:06.315475Z", + "iopub.status.busy": "2026-07-08T15:15:06.315273Z", + "iopub.status.idle": "2026-07-08T15:15:06.324374Z", + "shell.execute_reply": "2026-07-08T15:15:06.323393Z" }, "tags": [ "raises-exception" @@ -123,56 +130,19 @@ }, "outputs": [ { - "ename": "ValueError", - "evalue": "Inputs/outputs for brainstate transformations cannot be an instance of State. But we got [1.]", - "output_type": "error", - "traceback": [ - "\u001b[31m---------------------------------------------------------------------------\u001b[39m", - "\u001b[31mJaxStackTraceBeforeTransformation\u001b[39m Traceback (most recent call last)", - "\u001b[36mFile \u001b[39m\u001b[32m:198\u001b[39m, in \u001b[36m_run_module_as_main\u001b[39m\u001b[34m()\u001b[39m\n", - "\u001b[36mFile \u001b[39m\u001b[32m:88\u001b[39m, in \u001b[36m_run_code\u001b[39m\u001b[34m()\u001b[39m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel_launcher.py:18\u001b[39m\n\u001b[32m 16\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mipykernel\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m kernelapp \u001b[38;5;28;01mas\u001b[39;00m app\n\u001b[32m---> \u001b[39m\u001b[32m18\u001b[39m app.launch_new_instance()\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/traitlets/config/application.py:1075\u001b[39m, in \u001b[36mlaunch_instance\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 1074\u001b[39m app.initialize(argv)\n\u001b[32m-> \u001b[39m\u001b[32m1075\u001b[39m app.start()\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel/kernelapp.py:758\u001b[39m, in \u001b[36mstart\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 757\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m758\u001b[39m \u001b[38;5;28mself\u001b[39m.io_loop.start()\n\u001b[32m 759\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyboardInterrupt\u001b[39;00m:\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/tornado/platform/asyncio.py:211\u001b[39m, in \u001b[36mstart\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 210\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mstart\u001b[39m(\u001b[38;5;28mself\u001b[39m) -> \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m211\u001b[39m \u001b[38;5;28mself\u001b[39m.asyncio_loop.run_forever()\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/asyncio/base_events.py:683\u001b[39m, in \u001b[36mrun_forever\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 682\u001b[39m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m683\u001b[39m \u001b[38;5;28mself\u001b[39m._run_once()\n\u001b[32m 684\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m._stopping:\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/asyncio/base_events.py:2050\u001b[39m, in \u001b[36m_run_once\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 2049\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m2050\u001b[39m handle._run()\n\u001b[32m 2051\u001b[39m handle = \u001b[38;5;28;01mNone\u001b[39;00m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/asyncio/events.py:89\u001b[39m, in \u001b[36m_run\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 88\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m---> \u001b[39m\u001b[32m89\u001b[39m \u001b[38;5;28mself\u001b[39m._context.run(\u001b[38;5;28mself\u001b[39m._callback, *\u001b[38;5;28mself\u001b[39m._args)\n\u001b[32m 90\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m (\u001b[38;5;167;01mSystemExit\u001b[39;00m, \u001b[38;5;167;01mKeyboardInterrupt\u001b[39;00m):\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel/kernelbase.py:621\u001b[39m, in \u001b[36mshell_main\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 620\u001b[39m \u001b[38;5;28;01masync\u001b[39;00m \u001b[38;5;28;01mwith\u001b[39;00m asyncio_lock:\n\u001b[32m--> \u001b[39m\u001b[32m621\u001b[39m \u001b[38;5;28;01mawait\u001b[39;00m \u001b[38;5;28mself\u001b[39m.dispatch_shell(msg, subshell_id=subshell_id)\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel/kernelbase.py:478\u001b[39m, in \u001b[36mdispatch_shell\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 477\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m inspect.isawaitable(result):\n\u001b[32m--> \u001b[39m\u001b[32m478\u001b[39m \u001b[38;5;28;01mawait\u001b[39;00m result\n\u001b[32m 479\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m:\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel/ipkernel.py:372\u001b[39m, in \u001b[36mexecute_request\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 371\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"Override for cell output - cell reconciliation.\"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m372\u001b[39m \u001b[38;5;28;01mawait\u001b[39;00m \u001b[38;5;28msuper\u001b[39m().execute_request(stream, ident, parent)\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel/kernelbase.py:834\u001b[39m, in \u001b[36mexecute_request\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 833\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m inspect.isawaitable(reply_content):\n\u001b[32m--> \u001b[39m\u001b[32m834\u001b[39m reply_content = \u001b[38;5;28;01mawait\u001b[39;00m reply_content\n\u001b[32m 835\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel/ipkernel.py:464\u001b[39m, in \u001b[36mdo_execute\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 463\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m accepts_params[\u001b[33m\"\u001b[39m\u001b[33mcell_id\u001b[39m\u001b[33m\"\u001b[39m]:\n\u001b[32m--> \u001b[39m\u001b[32m464\u001b[39m res = shell.run_cell(\n\u001b[32m 465\u001b[39m code,\n\u001b[32m 466\u001b[39m store_history=store_history,\n\u001b[32m 467\u001b[39m silent=silent,\n\u001b[32m 468\u001b[39m cell_id=cell_id,\n\u001b[32m 469\u001b[39m )\n\u001b[32m 470\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel/zmqshell.py:663\u001b[39m, in \u001b[36mrun_cell\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 662\u001b[39m \u001b[38;5;28mself\u001b[39m._last_traceback = \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m663\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28msuper\u001b[39m().run_cell(*args, **kwargs)\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/IPython/core/interactiveshell.py:3123\u001b[39m, in \u001b[36mrun_cell\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 3122\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m3123\u001b[39m result = \u001b[38;5;28mself\u001b[39m._run_cell(\n\u001b[32m 3124\u001b[39m raw_cell, store_history, silent, shell_futures, cell_id\n\u001b[32m 3125\u001b[39m )\n\u001b[32m 3126\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/IPython/core/interactiveshell.py:3178\u001b[39m, in \u001b[36m_run_cell\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 3177\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m3178\u001b[39m result = runner(coro)\n\u001b[32m 3179\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mBaseException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/IPython/core/async_helpers.py:128\u001b[39m, in \u001b[36m_pseudo_sync_runner\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 127\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m128\u001b[39m coro.send(\u001b[38;5;28;01mNone\u001b[39;00m)\n\u001b[32m 129\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mStopIteration\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m exc:\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/IPython/core/interactiveshell.py:3400\u001b[39m, in \u001b[36mrun_cell_async\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 3397\u001b[39m interactivity = \u001b[33m\"\u001b[39m\u001b[33mnone\u001b[39m\u001b[33m\"\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m silent \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28mself\u001b[39m.ast_node_interactivity\n\u001b[32m-> \u001b[39m\u001b[32m3400\u001b[39m has_raised = \u001b[38;5;28;01mawait\u001b[39;00m \u001b[38;5;28mself\u001b[39m.run_ast_nodes(code_ast.body, cell_name,\n\u001b[32m 3401\u001b[39m interactivity=interactivity, compiler=compiler, result=result)\n\u001b[32m 3403\u001b[39m \u001b[38;5;28mself\u001b[39m.last_execution_succeeded = \u001b[38;5;129;01mnot\u001b[39;00m has_raised\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/IPython/core/interactiveshell.py:3641\u001b[39m, in \u001b[36mrun_ast_nodes\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 3640\u001b[39m asy = compare(code)\n\u001b[32m-> \u001b[39m\u001b[32m3641\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28;01mawait\u001b[39;00m \u001b[38;5;28mself\u001b[39m.run_code(code, result, async_=asy):\n\u001b[32m 3642\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/IPython/core/interactiveshell.py:3701\u001b[39m, in \u001b[36mrun_code\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 3700\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m3701\u001b[39m exec(code_obj, \u001b[38;5;28mself\u001b[39m.user_global_ns, \u001b[38;5;28mself\u001b[39m.user_ns)\n\u001b[32m 3702\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 3703\u001b[39m \u001b[38;5;66;03m# Reset our crash handler in place\u001b[39;00m\n", - "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[2]\u001b[39m\u001b[32m, line 5\u001b[39m\n\u001b[32m 3\u001b[39m a.value = b\n\u001b[32m----> \u001b[39m\u001b[32m5\u001b[39m a = bm.Variable(bm.ones(\u001b[32m1\u001b[39m))\n\u001b[32m 6\u001b[39m b = bm.Variable(bm.ones(\u001b[32m1\u001b[39m) * \u001b[32m10\u001b[39m)\n", - "\u001b[36mFile \u001b[39m\u001b[32m/mnt/d/codes/projects/BrainPy/.claude/worktrees/notebooks-fix/brainpy/math/object_transform/variables.py:85\u001b[39m, in \u001b[36m__init__\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 84\u001b[39m Array.\u001b[34m__init__\u001b[39m(\u001b[38;5;28mself\u001b[39m, value, dtype=dtype)\n\u001b[32m---> \u001b[39m\u001b[32m85\u001b[39m brainstate.State.\u001b[34m__init__\u001b[39m(\u001b[38;5;28mself\u001b[39m, value)\n\u001b[32m 87\u001b[39m \u001b[38;5;66;03m# check batch axis\u001b[39;00m\n", - "\u001b[31mJaxStackTraceBeforeTransformation\u001b[39m: ValueError: Inputs/outputs for brainstate transformations cannot be an instance of State. But we got [1.]\n\nThe preceding stack trace is the source of the JAX operation that, once transformed by JAX, triggered the following exception.\n\n--------------------", - "\nThe above exception was the direct cause of the following exception:\n", - "\u001b[31mValueError\u001b[39m Traceback (most recent call last)", - "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[3]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m \u001b[43mf\u001b[49m\u001b[43m(\u001b[49m\u001b[43ma\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 3\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m 4\u001b[39m \u001b[38;5;28;01massert\u001b[39;00m bm.allclose(a, b)\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/brainstate/transform/_jit.py:131\u001b[39m, in \u001b[36m_get_jitted_fun..jitted_fn\u001b[39m\u001b[34m(*args, **params)\u001b[39m\n\u001b[32m 128\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m fun.fun(*args, **params)\n\u001b[32m 130\u001b[39m \u001b[38;5;66;03m# compile the function and get the state trace\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m131\u001b[39m state_trace = \u001b[43mfun\u001b[49m\u001b[43m.\u001b[49m\u001b[43mget_state_trace\u001b[49m\u001b[43m(\u001b[49m\u001b[43m*\u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mparams\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcompile_if_miss\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[32m 132\u001b[39m read_state_vals = state_trace.get_read_state_values(\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[32m 134\u001b[39m \u001b[38;5;66;03m# call the jitted function\u001b[39;00m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/brainstate/transform/_make_jaxpr.py:651\u001b[39m, in \u001b[36mStatefulFunction.get_state_trace\u001b[39m\u001b[34m(self, compile_if_miss, *args, **kwargs)\u001b[39m\n\u001b[32m 633\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mget_state_trace\u001b[39m(\u001b[38;5;28mself\u001b[39m, *args, compile_if_miss: \u001b[38;5;28mbool\u001b[39m = \u001b[38;5;28;01mTrue\u001b[39;00m, **kwargs) -> StateTraceStack:\n\u001b[32m 634\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 635\u001b[39m \u001b[33;03m Read the state trace of the function.\u001b[39;00m\n\u001b[32m 636\u001b[39m \n\u001b[32m (...)\u001b[39m\u001b[32m 649\u001b[39m \u001b[33;03m The state trace of the function.\u001b[39;00m\n\u001b[32m 650\u001b[39m \u001b[33;03m \"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m651\u001b[39m cache_key = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mget_arg_cache_key\u001b[49m\u001b[43m(\u001b[49m\u001b[43m*\u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcompile_if_miss\u001b[49m\u001b[43m=\u001b[49m\u001b[43mcompile_if_miss\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 652\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m.get_state_trace_by_cache(cache_key)\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/brainstate/transform/_make_jaxpr.py:417\u001b[39m, in \u001b[36mStatefulFunction.get_arg_cache_key\u001b[39m\u001b[34m(self, compile_if_miss, *args, **kwargs)\u001b[39m\n\u001b[32m 378\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mget_arg_cache_key\u001b[39m(\u001b[38;5;28mself\u001b[39m, *args, compile_if_miss: \u001b[38;5;28mbool\u001b[39m = \u001b[38;5;28;01mFalse\u001b[39;00m, **kwargs) -> CacheKey:\n\u001b[32m 379\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 380\u001b[39m \u001b[33;03m Compute the cache key for the given arguments.\u001b[39;00m\n\u001b[32m 381\u001b[39m \n\u001b[32m (...)\u001b[39m\u001b[32m 414\u001b[39m \u001b[33;03m >>> cache_key = sf.get_arg_cache_key(jnp.array([1.0, 2.0]), 2)\u001b[39;00m\n\u001b[32m 415\u001b[39m \u001b[33;03m \"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m417\u001b[39m cache_key = \u001b[43mget_arg_cache_key\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 418\u001b[39m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mstatic_argnums\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 419\u001b[39m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mstatic_argnames\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 420\u001b[39m \u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 421\u001b[39m \u001b[43m \u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 422\u001b[39m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 423\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m compile_if_miss:\n\u001b[32m 424\u001b[39m compilation = \u001b[38;5;28mself\u001b[39m._compilation_cache.get(cache_key)\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/brainstate/transform/_make_jaxpr.py:164\u001b[39m, in \u001b[36mget_arg_cache_key\u001b[39m\u001b[34m(static_argnums, static_argnames, args, kwargs, fn_to_check)\u001b[39m\n\u001b[32m 160\u001b[39m \u001b[38;5;66;03m# Mirror the kwargs branch below: skip the State check when ``fn_to_check``\u001b[39;00m\n\u001b[32m 161\u001b[39m \u001b[38;5;66;03m# is None. Without this guard ``jax.tree.map(None, ...)`` raises a confusing\u001b[39;00m\n\u001b[32m 162\u001b[39m \u001b[38;5;66;03m# ``TypeError: 'NoneType' object is not callable`` on the positional args.\u001b[39;00m\n\u001b[32m 163\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m fn_to_check \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m164\u001b[39m \u001b[43mjax\u001b[49m\u001b[43m.\u001b[49m\u001b[43mtree\u001b[49m\u001b[43m.\u001b[49m\u001b[43mmap\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfn_to_check\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdyn_args\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mis_leaf\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43;01mlambda\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43misinstance\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mState\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 165\u001b[39m dyn_args = jax.tree.map(shaped_abstractify, dyn_args)\n\u001b[32m 167\u001b[39m \u001b[38;5;66;03m# kwargs -- the State check must run BEFORE abstractification, which\u001b[39;00m\n\u001b[32m 168\u001b[39m \u001b[38;5;66;03m# flattens a State into its value leaves and would hide it\u001b[39;00m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/jax/_src/tree.py:156\u001b[39m, in \u001b[36mmap\u001b[39m\u001b[34m(f, tree, is_leaf, *rest)\u001b[39m\n\u001b[32m 116\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mmap\u001b[39m(f: Callable[..., Any],\n\u001b[32m 117\u001b[39m tree: Any,\n\u001b[32m 118\u001b[39m *rest: Any,\n\u001b[32m 119\u001b[39m is_leaf: Callable[[Any], \u001b[38;5;28mbool\u001b[39m] | \u001b[38;5;28;01mNone\u001b[39;00m = \u001b[38;5;28;01mNone\u001b[39;00m) -> Any:\n\u001b[32m 120\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"Maps a multi-input function over pytree args to produce a new pytree.\u001b[39;00m\n\u001b[32m 121\u001b[39m \n\u001b[32m 122\u001b[39m \u001b[33;03m Args:\u001b[39;00m\n\u001b[32m (...)\u001b[39m\u001b[32m 154\u001b[39m \u001b[33;03m - :func:`jax.tree.reduce`\u001b[39;00m\n\u001b[32m 155\u001b[39m \u001b[33;03m \"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m156\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mtree_util\u001b[49m\u001b[43m.\u001b[49m\u001b[43mtree_map\u001b[49m\u001b[43m(\u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtree\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43mrest\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mis_leaf\u001b[49m\u001b[43m=\u001b[49m\u001b[43mis_leaf\u001b[49m\u001b[43m)\u001b[49m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/jax/_src/tree_util.py:399\u001b[39m, in \u001b[36mtree_map\u001b[39m\u001b[34m(f, tree, is_leaf, *rest)\u001b[39m\n\u001b[32m 397\u001b[39m err = \u001b[38;5;28mnext\u001b[39m(_prefix_error((), tree, r2, is_leaf), \u001b[38;5;28;01mNone\u001b[39;00m) \u001b[38;5;66;03m# type: ignore\u001b[39;00m\n\u001b[32m 398\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m (err(\u001b[33m'\u001b[39m\u001b[33mtree_map tree\u001b[39m\u001b[33m'\u001b[39m) \u001b[38;5;28;01mif\u001b[39;00m err \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m e) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m399\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mtreedef\u001b[49m\u001b[43m.\u001b[49m\u001b[43munflatten\u001b[49m\u001b[43m(\u001b[49m\u001b[43mf\u001b[49m\u001b[43m(\u001b[49m\u001b[43m*\u001b[49m\u001b[43mxs\u001b[49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mfor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mxs\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;28;43mzip\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m*\u001b[49m\u001b[43mall_leaves\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/jax/_src/tree_util.py:399\u001b[39m, in \u001b[36m\u001b[39m\u001b[34m(.0)\u001b[39m\n\u001b[32m 397\u001b[39m err = \u001b[38;5;28mnext\u001b[39m(_prefix_error((), tree, r2, is_leaf), \u001b[38;5;28;01mNone\u001b[39;00m) \u001b[38;5;66;03m# type: ignore\u001b[39;00m\n\u001b[32m 398\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m (err(\u001b[33m'\u001b[39m\u001b[33mtree_map tree\u001b[39m\u001b[33m'\u001b[39m) \u001b[38;5;28;01mif\u001b[39;00m err \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m e) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m399\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m treedef.unflatten(\u001b[43mf\u001b[49m\u001b[43m(\u001b[49m\u001b[43m*\u001b[49m\u001b[43mxs\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mfor\u001b[39;00m xs \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mzip\u001b[39m(*all_leaves))\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/brainstate/transform/_make_jaxpr.py:138\u001b[39m, in \u001b[36m_check_input_ouput\u001b[39m\u001b[34m(x)\u001b[39m\n\u001b[32m 136\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34m_check_input_ouput\u001b[39m(x):\n\u001b[32m 137\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(x, State):\n\u001b[32m--> \u001b[39m\u001b[32m138\u001b[39m \u001b[43mx\u001b[49m\u001b[43m.\u001b[49m\u001b[43mraise_error_with_source_info\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 139\u001b[39m \u001b[43m \u001b[49m\u001b[38;5;167;43;01mValueError\u001b[39;49;00m\u001b[43m(\u001b[49m\n\u001b[32m 140\u001b[39m \u001b[43m \u001b[49m\u001b[33;43m'\u001b[39;49m\u001b[33;43mInputs/outputs for brainstate transformations cannot be an instance of State. \u001b[39;49m\u001b[33;43m'\u001b[39;49m\n\u001b[32m 141\u001b[39m \u001b[43m \u001b[49m\u001b[33;43mf\u001b[39;49m\u001b[33;43m'\u001b[39;49m\u001b[33;43mBut we got \u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43mx\u001b[49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[33;43m'\u001b[39;49m\n\u001b[32m 142\u001b[39m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 143\u001b[39m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/brainstate/_state.py:692\u001b[39m, in \u001b[36mState.raise_error_with_source_info\u001b[39m\u001b[34m(self, error)\u001b[39m\n\u001b[32m 690\u001b[39m name_stack = source_info_util.current_name_stack() + \u001b[38;5;28mself\u001b[39m.source_info.name_stack\n\u001b[32m 691\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m source_info_util.user_context(\u001b[38;5;28mself\u001b[39m.source_info.traceback, name_stack=name_stack):\n\u001b[32m--> \u001b[39m\u001b[32m692\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m error\n", - "\u001b[31mValueError\u001b[39m: Inputs/outputs for brainstate transformations cannot be an instance of State. But we got [1.]" + "name": "stdout", + "output_type": "stream", + "text": [ + "a is not equal to b.\n" ] } ], "source": [ - "f(a, b)\n", - "\n", + "# Passing ``Variable``s as functional arguments does not work. Under the new\n", + "# (brainstate-based) transformations this is rejected outright: calling ``f`` with\n", + "# ``a``/``b`` as arguments raises a ValueError, so ``a`` is never updated to equal ``b``.\n", "try:\n", + " f(a, b)\n", " assert bm.allclose(a, b)\n", " print('a equals to b.')\n", "except:\n", @@ -189,10 +159,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:11:02.774029Z", - "iopub.status.busy": "2026-06-19T06:11:02.773902Z", - "iopub.status.idle": "2026-06-19T06:11:02.777314Z", - "shell.execute_reply": "2026-06-19T06:11:02.776589Z" + "iopub.execute_input": "2026-07-08T15:15:06.326139Z", + "iopub.status.busy": "2026-07-08T15:15:06.325936Z", + "iopub.status.idle": "2026-07-08T15:15:06.330195Z", + "shell.execute_reply": "2026-07-08T15:15:06.329185Z" } }, "outputs": [ @@ -236,10 +206,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:11:02.779088Z", - "iopub.status.busy": "2026-06-19T06:11:02.778968Z", - "iopub.status.idle": "2026-06-19T06:11:02.782441Z", - "shell.execute_reply": "2026-06-19T06:11:02.781622Z" + "iopub.execute_input": "2026-07-08T15:15:06.332015Z", + "iopub.status.busy": "2026-07-08T15:15:06.331854Z", + "iopub.status.idle": "2026-07-08T15:15:06.335799Z", + "shell.execute_reply": "2026-07-08T15:15:06.334772Z" } }, "outputs": [], @@ -263,10 +233,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:11:02.783881Z", - "iopub.status.busy": "2026-06-19T06:11:02.783757Z", - "iopub.status.idle": "2026-06-19T06:11:02.795749Z", - "shell.execute_reply": "2026-06-19T06:11:02.794878Z" + "iopub.execute_input": "2026-07-08T15:15:06.337993Z", + "iopub.status.busy": "2026-07-08T15:15:06.337838Z", + "iopub.status.idle": "2026-07-08T15:15:06.351078Z", + "shell.execute_reply": "2026-07-08T15:15:06.350186Z" } }, "outputs": [ @@ -321,10 +291,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:11:02.797776Z", - "iopub.status.busy": "2026-06-19T06:11:02.797619Z", - "iopub.status.idle": "2026-06-19T06:11:02.801815Z", - "shell.execute_reply": "2026-06-19T06:11:02.801154Z" + "iopub.execute_input": "2026-07-08T15:15:06.352574Z", + "iopub.status.busy": "2026-07-08T15:15:06.352418Z", + "iopub.status.idle": "2026-07-08T15:15:06.357438Z", + "shell.execute_reply": "2026-07-08T15:15:06.356623Z" } }, "outputs": [], @@ -359,10 +329,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:11:02.803488Z", - "iopub.status.busy": "2026-06-19T06:11:02.803355Z", - "iopub.status.idle": "2026-06-19T06:11:02.817582Z", - "shell.execute_reply": "2026-06-19T06:11:02.816803Z" + "iopub.execute_input": "2026-07-08T15:15:06.359090Z", + "iopub.status.busy": "2026-07-08T15:15:06.358941Z", + "iopub.status.idle": "2026-07-08T15:15:06.374188Z", + "shell.execute_reply": "2026-07-08T15:15:06.373222Z" } }, "outputs": [ @@ -419,10 +389,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:11:02.819282Z", - "iopub.status.busy": "2026-06-19T06:11:02.819146Z", - "iopub.status.idle": "2026-06-19T06:11:02.821915Z", - "shell.execute_reply": "2026-06-19T06:11:02.821201Z" + "iopub.execute_input": "2026-07-08T15:15:06.376099Z", + "iopub.status.busy": "2026-07-08T15:15:06.375949Z", + "iopub.status.idle": "2026-07-08T15:15:06.378943Z", + "shell.execute_reply": "2026-07-08T15:15:06.378066Z" } }, "outputs": [], @@ -445,10 +415,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:11:02.823964Z", - "iopub.status.busy": "2026-06-19T06:11:02.823836Z", - "iopub.status.idle": "2026-06-19T06:11:02.834928Z", - "shell.execute_reply": "2026-06-19T06:11:02.834343Z" + "iopub.execute_input": "2026-07-08T15:15:06.380575Z", + "iopub.status.busy": "2026-07-08T15:15:06.380268Z", + "iopub.status.idle": "2026-07-08T15:15:06.395022Z", + "shell.execute_reply": "2026-07-08T15:15:06.393901Z" } }, "outputs": [ @@ -486,10 +456,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:11:02.837500Z", - "iopub.status.busy": "2026-06-19T06:11:02.837243Z", - "iopub.status.idle": "2026-06-19T06:11:02.841285Z", - "shell.execute_reply": "2026-06-19T06:11:02.840336Z" + "iopub.execute_input": "2026-07-08T15:15:06.396640Z", + "iopub.status.busy": "2026-07-08T15:15:06.396473Z", + "iopub.status.idle": "2026-07-08T15:15:06.400066Z", + "shell.execute_reply": "2026-07-08T15:15:06.399074Z" } }, "outputs": [ diff --git a/docs/tutorial_FAQs/how_to_debug.ipynb b/docs/tutorial_FAQs/how_to_debug.ipynb index 4d0bdcda6..330bb04c7 100644 --- a/docs/tutorial_FAQs/how_to_debug.ipynb +++ b/docs/tutorial_FAQs/how_to_debug.ipynb @@ -14,27 +14,33 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:59.235219Z", "start_time": "2025-10-06T03:58:54.913341Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T09:58:55.762214Z", + "iopub.status.busy": "2026-07-08T09:58:55.762064Z", + "iopub.status.idle": "2026-07-08T09:59:05.116652Z", + "shell.execute_reply": "2026-07-08T09:59:05.115639Z" } }, - "source": [ - "import jax\n", - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -42,7 +48,15 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import jax\n", + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -64,21 +78,27 @@ }, { "cell_type": "code", + "execution_count": 2, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:59.243738Z", "start_time": "2025-10-06T03:58:59.239386Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:05.119085Z", + "iopub.status.busy": "2026-07-08T09:59:05.118816Z", + "iopub.status.idle": "2026-07-08T09:59:05.122021Z", + "shell.execute_reply": "2026-07-08T09:59:05.121195Z" } }, + "outputs": [], "source": [ "@bm.jit\n", "def f1(a):\n", " print(f'call, a = {a} ...')\n", " return a" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -91,22 +111,26 @@ }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:59.265892Z", "start_time": "2025-10-06T03:58:59.248751Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:05.123869Z", + "iopub.status.busy": "2026-07-08T09:59:05.123713Z", + "iopub.status.idle": "2026-07-08T09:59:05.140831Z", + "shell.execute_reply": "2026-07-08T09:59:05.139974Z" } }, - "source": [ - "f1(1.)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "call, a = JitTracer<~float32[]> ...\n" + "call, a = JitTracer(~float32[]) ...\n" ] }, { @@ -120,7 +144,9 @@ "output_type": "execute_result" } ], - "execution_count": 3 + "source": [ + "f1(1.)" + ] }, { "cell_type": "markdown", @@ -142,17 +168,20 @@ }, { "cell_type": "code", + "execution_count": 4, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:59.275879Z", "start_time": "2025-10-06T03:58:59.271939Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:05.143168Z", + "iopub.status.busy": "2026-07-08T09:59:05.142944Z", + "iopub.status.idle": "2026-07-08T09:59:05.146928Z", + "shell.execute_reply": "2026-07-08T09:59:05.145770Z" } }, - "source": [ - "with jax.disable_jit():\n", - " f1(1.)" - ], "outputs": [ { "name": "stdout", @@ -162,7 +191,10 @@ ] } ], - "execution_count": 4 + "source": [ + "with jax.disable_jit():\n", + " f1(1.)" + ] }, { "cell_type": "markdown", @@ -221,14 +253,14 @@ "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" + "pygments_lexer": "ipython3", + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/tutorial_FAQs/uniqueness_of-brainpy-math.ipynb b/docs/tutorial_FAQs/uniqueness_of-brainpy-math.ipynb index 0313a57f0..30734b75f 100644 --- a/docs/tutorial_FAQs/uniqueness_of-brainpy-math.ipynb +++ b/docs/tutorial_FAQs/uniqueness_of-brainpy-math.ipynb @@ -22,26 +22,33 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "5fdb1409", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:59:07.508431Z", "start_time": "2025-10-06T03:59:03.180452Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:07.738254Z", + "iopub.status.busy": "2026-07-08T09:59:07.738087Z", + "iopub.status.idle": "2026-07-08T09:59:16.516184Z", + "shell.execute_reply": "2026-07-08T09:59:16.515066Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bp.math.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -49,20 +56,28 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bp.math.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", + "id": "a36d92625dddcacd", "metadata": { "collapsed": false }, "source": [ "## BrainPy vs Brian2/NEST/NEURON ..." - ], - "id": "a36d92625dddcacd" + ] }, { "cell_type": "markdown", + "id": "e8ff9e3a46351874", "metadata": { "collapsed": false }, @@ -83,21 +98,21 @@ "- dynamics analysis\n", "\n", "Such integrative framework may help users to study brain dynamics comprehensively." - ], - "id": "e8ff9e3a46351874" + ] }, { "cell_type": "markdown", + "id": "4c6d015a64a6f0b4", "metadata": { "collapsed": false }, "source": [ "## BrainPy vs JAX/Numba" - ], - "id": "4c6d015a64a6f0b4" + ] }, { "cell_type": "markdown", + "id": "1bf82e3f7c74e39d", "metadata": { "collapsed": false }, @@ -110,8 +125,7 @@ "``brainpy.math`` is not intended to be a reimplementation of the API of any other frameworks. All we are trying to do is to make **a better brain dynamics programming framework for Python users**.\n", "\n", "There are important differences between ``brainpy.math`` and JAX and JAX related frameworks." - ], - "id": "1bf82e3f7c74e39d" + ] }, { "cell_type": "markdown", @@ -127,18 +141,21 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "c58daa91", "metadata": { - "scrolled": true, "ExecuteTime": { "end_time": "2025-10-06T03:59:07.532858Z", "start_time": "2025-10-06T03:59:07.512563Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:16.517966Z", + "iopub.status.busy": "2026-07-08T09:59:16.517699Z", + "iopub.status.idle": "2026-07-08T09:59:16.567074Z", + "shell.execute_reply": "2026-07-08T09:59:16.565948Z" + }, + "scrolled": true }, - "source": [ - "b = bm.arange(5)\n", - "b" - ], "outputs": [ { "data": { @@ -151,21 +168,27 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "b = bm.arange(5)\n", + "b" + ] }, { "cell_type": "code", + "execution_count": 3, "id": "7d2a1bdb", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:59:07.629279Z", "start_time": "2025-10-06T03:59:07.537502Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:16.568845Z", + "iopub.status.busy": "2026-07-08T09:59:16.568690Z", + "iopub.status.idle": "2026-07-08T09:59:16.726085Z", + "shell.execute_reply": "2026-07-08T09:59:16.725230Z" } }, - "source": [ - "b[0] += 5\n", - "b" - ], "outputs": [ { "data": { @@ -178,7 +201,10 @@ "output_type": "execute_result" } ], - "execution_count": 3 + "source": [ + "b[0] += 5\n", + "b" + ] }, { "cell_type": "markdown", @@ -192,33 +218,43 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "cdba27e2", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:59:07.659123Z", "start_time": "2025-10-06T03:59:07.632870Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:16.728862Z", + "iopub.status.busy": "2026-07-08T09:59:16.728646Z", + "iopub.status.idle": "2026-07-08T09:59:16.775860Z", + "shell.execute_reply": "2026-07-08T09:59:16.774508Z" } }, + "outputs": [], "source": [ "# random sampling in \"brainpy.math.random\"\n", "\n", "bm.random.seed(12345)" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "code", + "execution_count": 5, "id": "bfb052e0", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:59:07.889126Z", "start_time": "2025-10-06T03:59:07.699315Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:16.778036Z", + "iopub.status.busy": "2026-07-08T09:59:16.777825Z", + "iopub.status.idle": "2026-07-08T09:59:17.061062Z", + "shell.execute_reply": "2026-07-08T09:59:17.059780Z" } }, - "source": [ - "bm.random.random(5)" - ], "outputs": [ { "data": { @@ -231,20 +267,26 @@ "output_type": "execute_result" } ], - "execution_count": 5 + "source": [ + "bm.random.random(5)" + ] }, { "cell_type": "code", + "execution_count": 6, "id": "e63f7e41", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:59:08.026336Z", "start_time": "2025-10-06T03:59:07.896188Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:17.063263Z", + "iopub.status.busy": "2026-07-08T09:59:17.063010Z", + "iopub.status.idle": "2026-07-08T09:59:17.270518Z", + "shell.execute_reply": "2026-07-08T09:59:17.269558Z" } }, - "source": [ - "bm.random.normal(0., 2., 5)" - ], "outputs": [ { "data": { @@ -257,7 +299,9 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "bm.random.normal(0., 2., 5)" + ] }, { "cell_type": "markdown", @@ -295,7 +339,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/tutorial_advanced/advanced_lowdim_analysis.ipynb b/docs/tutorial_advanced/advanced_lowdim_analysis.ipynb index 62a8a1851..1d0185f1c 100644 --- a/docs/tutorial_advanced/advanced_lowdim_analysis.ipynb +++ b/docs/tutorial_advanced/advanced_lowdim_analysis.ipynb @@ -44,42 +44,62 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:27:08.721796Z", "start_time": "2025-10-06T03:27:08.718205Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:28.353583Z", + "iopub.status.busy": "2026-07-08T14:14:28.353437Z", + "iopub.status.idle": "2026-07-08T14:14:32.783791Z", + "shell.execute_reply": "2026-07-08T14:14:32.783047Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", "\n", "# bp.math.set_platform('cpu')\n", "bp.math.enable_x64() # It's better to enable x64 when performing analysis" - ], - "outputs": [], - "execution_count": 11 + ] }, { "cell_type": "code", + "execution_count": 2, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:27:08.732987Z", "start_time": "2025-10-06T03:27:08.729361Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:32.785870Z", + "iopub.status.busy": "2026-07-08T14:14:32.785616Z", + "iopub.status.idle": "2026-07-08T14:14:32.787938Z", + "shell.execute_reply": "2026-07-08T14:14:32.787293Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt" - ], - "outputs": [], - "execution_count": 12 + ] }, { "cell_type": "markdown", @@ -116,15 +136,23 @@ }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:27:08.743921Z", "start_time": "2025-10-06T03:27:08.737312Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:32.789181Z", + "iopub.status.busy": "2026-07-08T14:14:32.789048Z", + "iopub.status.idle": "2026-07-08T14:14:32.792737Z", + "shell.execute_reply": "2026-07-08T14:14:32.792154Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [], "source": [ "class FitzHughNagumoModel(bp.DynamicalSystem):\n", " def __init__(self, method='exp_auto'):\n", @@ -152,47 +180,57 @@ " self.V.value = self.int_V(self.V, tdi.t, self.w, self.Iext, tdi.dt)\n", " self.w.value = self.int_w(self.w, tdi.t, self.V, self.a, self.b, tdi.dt)\n", " self.Iext[:] = 0." - ], - "outputs": [], - "execution_count": 13 + ] }, { "cell_type": "code", + "execution_count": 4, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:27:08.753127Z", "start_time": "2025-10-06T03:27:08.747460Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:32.794197Z", + "iopub.status.busy": "2026-07-08T14:14:32.794078Z", + "iopub.status.idle": "2026-07-08T14:14:32.812043Z", + "shell.execute_reply": "2026-07-08T14:14:32.811182Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [], "source": [ "model = FitzHughNagumoModel()" - ], - "outputs": [], - "execution_count": 14 + ] }, { "cell_type": "code", + "execution_count": 5, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:27:08.762761Z", "start_time": "2025-10-06T03:27:08.757791Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:32.813535Z", + "iopub.status.busy": "2026-07-08T14:14:32.813367Z", + "iopub.status.idle": "2026-07-08T14:14:32.889456Z", + "shell.execute_reply": "2026-07-08T14:14:32.888545Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [], "source": [ "analyzer = bp.analysis.PhasePlane2D(\n", " [model.int_V, model.int_w],\n", " target_vars={'V': [-3, 3], 'w': [-3., 3.]},\n", " resolutions={'V': 0.01, 'w': 0.01},\n", ")" - ], - "outputs": [], - "execution_count": 15 + ] }, { "cell_type": "markdown", @@ -218,18 +256,22 @@ }, { "cell_type": "code", + "execution_count": 6, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:27:08.775617Z", "start_time": "2025-10-06T03:27:08.771256Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:32.891342Z", + "iopub.status.busy": "2026-07-08T14:14:32.891205Z", + "iopub.status.idle": "2026-07-08T14:14:32.895731Z", + "shell.execute_reply": "2026-07-08T14:14:32.894949Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "analyzer.x_var, analyzer.y_var" - ], "outputs": [ { "data": { @@ -237,12 +279,14 @@ "('V', 'w')" ] }, - "execution_count": 16, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 16 + "source": [ + "analyzer.x_var, analyzer.y_var" + ] }, { "cell_type": "markdown", @@ -271,32 +315,38 @@ }, { "cell_type": "code", + "execution_count": 7, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:27:08.797183Z", "start_time": "2025-10-06T03:27:08.792731Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:32.897320Z", + "iopub.status.busy": "2026-07-08T14:14:32.897194Z", + "iopub.status.idle": "2026-07-08T14:14:32.900815Z", + "shell.execute_reply": "2026-07-08T14:14:32.900105Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "analyzer.F_fx, analyzer.F_fy" - ], "outputs": [ { "data": { "text/plain": [ - "(.f2 at 0x0000026E3A524D60>>,\n", - " .f2 at 0x0000026E3A525080>>)" + "(.f2 at 0x72c198105e40>>,\n", + " .f2 at 0x72c198106160>>)" ] }, - "execution_count": 17, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 17 + "source": [ + "analyzer.F_fx, analyzer.F_fy" + ] }, { "cell_type": "markdown", @@ -311,32 +361,38 @@ }, { "cell_type": "code", + "execution_count": 8, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:27:08.842127Z", "start_time": "2025-10-06T03:27:08.838102Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:32.902213Z", + "iopub.status.busy": "2026-07-08T14:14:32.902088Z", + "iopub.status.idle": "2026-07-08T14:14:32.905305Z", + "shell.execute_reply": "2026-07-08T14:14:32.904543Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "analyzer.F_int_x, analyzer.F_int_y" - ], "outputs": [ { "data": { "text/plain": [ - "(functools.partial(.inner..call at 0x0000026E3A524AE0>),\n", - " functools.partial(.inner..call at 0x0000026E3A524B80>))" + "(functools.partial(.inner..call at 0x72c198106020>),\n", + " functools.partial(.inner..call at 0x72c198106340>))" ] }, - "execution_count": 18, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 18 + "source": [ + "analyzer.F_int_x, analyzer.F_int_y" + ] }, { "cell_type": "markdown", @@ -407,18 +463,22 @@ }, { "cell_type": "code", + "execution_count": 9, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:27:08.875535Z", "start_time": "2025-10-06T03:27:08.870449Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:32.906709Z", + "iopub.status.busy": "2026-07-08T14:14:32.906564Z", + "iopub.status.idle": "2026-07-08T14:14:32.970700Z", + "shell.execute_reply": "2026-07-08T14:14:32.969953Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "bp.math.arange(-10, 10, 0.001)" - ], "outputs": [ { "data": { @@ -426,12 +486,14 @@ "Array(value=Array([-10. , -9.999, -9.998, ..., 9.997, 9.998, 9.999], dtype=float64), dtype=float64)" ] }, - "execution_count": 19, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 19 + "source": [ + "bp.math.arange(-10, 10, 0.001)" + ] }, { "cell_type": "markdown", @@ -457,15 +519,23 @@ }, { "cell_type": "code", + "execution_count": 10, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:27:08.905718Z", "start_time": "2025-10-06T03:27:08.902571Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:32.972117Z", + "iopub.status.busy": "2026-07-08T14:14:32.971974Z", + "iopub.status.idle": "2026-07-08T14:14:32.974729Z", + "shell.execute_reply": "2026-07-08T14:14:32.974051Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [], "source": [ "def plot_interval(x0, x1, f):\n", " xs = np.linspace(x0, x1, 100)\n", @@ -473,40 +543,41 @@ " plt.scatter([x0, x1], f(np.asarray([x0, x1])), edgecolors='r')\n", " plt.axhline(0)\n", " plt.show()" - ], - "outputs": [], - "execution_count": 20 + ] }, { "cell_type": "code", + "execution_count": 11, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:27:09.023451Z", "start_time": "2025-10-06T03:27:08.929992Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:32.976043Z", + "iopub.status.busy": "2026-07-08T14:14:32.975920Z", + "iopub.status.idle": "2026-07-08T14:14:33.065141Z", + "shell.execute_reply": "2026-07-08T14:14:33.064337Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "plot_interval(-0.001, 0.001, lambda x: np.sin(x))" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 21 + "source": [ + "plot_interval(-0.001, 0.001, lambda x: np.sin(x))" + ] }, { "cell_type": "markdown", @@ -614,65 +685,71 @@ }, { "cell_type": "code", + "execution_count": 12, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:27:11.408569Z", "start_time": "2025-10-06T03:27:09.029685Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:33.066606Z", + "iopub.status.busy": "2026-07-08T14:14:33.066469Z", + "iopub.status.idle": "2026-07-08T14:14:35.194651Z", + "shell.execute_reply": "2026-07-08T14:14:35.194159Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "analyzer = bp.analysis.Bifurcation2D(\n", - " model,\n", - " target_vars=dict(V=[-3, 3], w=[-3., 3.]),\n", - " target_pars=dict(a=[0.5, 1.], Iext=[0., 1.]),\n", - " resolutions={'a': 0.01, 'Iext': 0.01},\n", - " options={bp.analysis.C.y_by_x_in_fy: (lambda V, a=0.7, b=0.8: (V + a) / b)}\n", - ")\n", - "analyzer.plot_bifurcation()\n", - "analyzer.show_figure()" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "I am making bifurcation analysis ...\n", - "I am trying to find fixed points by brentq optimization ...\n", + "I am trying to find fixed points by brentq optimization ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am trying to filter out duplicate fixed points ...\n", "\tFound 5000 fixed points.\n" ] }, { "data": { + "image/png": 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", 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" 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f22wnZVBGl1mB6e/vp6WlBY/Hc0ECc75tlq7AvDq4gnIFM99siaZppNNp9u7de0GH+MVyoSmvC0lxzXft2XWfubzSh/d8HWTZFM3Q0BDj4+NIKTl69OhMDeZK6CB7rUQo52P2IjHgrAaL3t5empub8Xq9L9kFcy4nZXfZ2KuPKyhXKPPNlmQyGdrb20mn02zdunWmTrCQXEjKa2pqivr6ekzTfNkU13xkr22Pp7Cn0pDjRQuZV8QHfXaKZsmSJUxOTnLo0CH8fv/MLhKfz3fWAZdtk30luVKjJnj5COV8zNdgkRWYrJPy3A6+2U7K2Wu4AvPq4QrKFca5ZkvGx8epr6/H4/Hg8XgWRUzg/Kmni0lxneva1mCcdOMojuMgc30Yq6IwnsGcBmk5COPKKJJnI8La2lrgvzvIsumxo0ePzmu0+EpwpR6EFxOhnA/DMMjPzyc/Px+Y//cfDAZn0mNzrfrhpQLT09PDyMgIK1ascLdZLgKuoFxBnMs+pa2tjdbWVpYtW0Zubi4HDx5ctNdwrpTXpaS45rs2kxaprlGs3mmET8eJmFgd04jWGKERDas3jlEewJnIIEwNLXzlzJCcq4NsttFiOByesYiJRCKLYnJ5Jae8LidCOR8vZ9Xf3t5OLBYjFAqdJTCzrfqzry+dTs9YDLnbLBcWV1CuEOZbzZtKpWhoaCAej8/Yp0xNTS3avhKYP+WVbQC4lBTXWddOSsyOJJmkBh4dfAbCa2C1TSEG0xg2yJRFpmUSeyiJ5tcx66KIoIGMW4iAccVEL/DSDrJkMjnTojzXpiQvL2/BOsiu5JTXKyl281n1Z33Islb9WaPLbDNAtrEle7M2d11yKpVyt1leBq6gvMqcazXv8PAwDQ0N5OXlsXv37plUymLuK4GXprwuJ8U1GyeWwd9uYYxKRI5A9+qI6hB2ZwxnNIUwBJaQyLSD1TIJUiJzvWjTaZzOKeSUhZbjwayLqgvaEuG9sizufT4fpaWllJaWvsSmpLOzE2DeIb9L4Uo92BYy5XWxzBX4VCo18/tvaWkhlUrh8XjQdf2sNQlzm0TOtc1ydheZu81yflxBeRWZu5o3G4a3tLTQ2dnJqlWrKC8vP+tNm/2axboTzKa8FiLFlcVJWCSODKOPnVn25TPQakJkTk8hpzJICeSaJGNKTKTtIG2J4dOx+xNYbVNoQQMEOOMprO44Mu1gVAQwyoKvmhXJyzGfTUnWgyw75Jedwcj+4/f7L+jar9eU18Xi9XrPclJOJpO0tLQwPT3NiRMnSKfTZw25ZlOU53JSzrbvzx7EdLdZno0rKK8Cs20mZqe44vE49fX1OI7Dzp07CYVCL/ne2W/yxXjzapqGZVns27fvslNcADJtk2wYIdM9jZ6R2AENsyZCqncKOZ1Bph30Yj9OjiTUrSOjEiyJURVE+HSstklA4kxb6GVBMi0TWN1x9Hwv9oBAC5pk2qYQhsBYGkELXJlvaSHETAdZdXU1juPMdDBlO8iyLbLZGsy5Osiu9JTXleo84PP5CAaDeL1e6urqZlKUs4dc5wrMy1n1u9ssX8qV+en7DWa+wrsQgr6+Po4ePUpZWdlMB8p8zC4uLsYbdnR0lOnpaWpray97xkVaDsmmEdKnJ5HxDI5fJ10gsEeSOENJZMZBL/CjF/nJdIzjSQrwW2hlQfSQQaYjhkw5CF1g1IaQloPVE0embJzJDEaFwGmqhzET25ePluNBz4yhjZxCBgtxilaDuDI/1JqmnTWDMbtFdnYHU1ZgZneQuRHKpTP7Bm7ukGs8Hp8p8nd3d2Pb9nmt+sEVmNm4gvIKMt9qXtu2OX78OAMDA6xbt24m/3susm/KhS7MW5Y18zp8Ph91dXWXdT0pJakTo6RaxpFJGy1oYgVSaKkkVvcUWBIR9WCUGziDozCaASRasR+zyMHqGMEZFwhTx6gIoHknsVstZFxDhAyMJT58icewRmI4sQo000SzJMbRH4OTgUA+MpAHjoVIjCEjlerfr1DmtshmMpmZu+dTp06RSCRmCsxXsrnllRyhgPrczPf7m52inL2HJyswnZ2dSClnivuzbXrOJzDw+tlmeeW+M3+DONdq3uyAYNY+5UJy6IshKLO7uFavXk1ra+tlXzPdPkmqcRRsB+HRMKsCeCf2ovcJjPASMt4i9CoNT+IF0sMmmieXlE/grU6g9x7CmYhgBEqhoAhf0WnkqTZkIh89VIFeFcVv7sXoeBHDTqDlS5zKcozhh9EHjyKR2BU7EJM96B3PgrSRuTVYK96KiA+Dk0GGy0G7sor6szFN86xd8HPTM5lMhsOHD7/k7vnV5kqPUGzbvqBh1NkuCtka2PT09EwXWdamZ3aL8myr/vkEZraTshDiN1JgXEFZZM41W9LZ2UlzczNLlixh6dKlF/xmyn5YFyqP3tPTw7Fjx2a6uMbGxi7/2n3HsOv7EFoEmQ5hVoXwB44gTz1G3KjD0MOImgK8qccw+l5E+rdh25KYz8E3+Cxi9BROYCtOOIheZeJpexBS08jABvTSYszwccxTj4JjIf1RtMpytGQTRs8LSM1Ahopxcpagdz6P3ncIGSjADpUiho5jdO4Bx8au3IVTvhXS06AZYLz6liovx+wOsqyxYmFh4UvunrP1l8vpILscruR0HFx6qlgIQTgcJhwOU1VVdVaTxejoKG1tbTNeZVmBmW3VP1dgstmK37Rtlq6gLCLzzZZkMhmampoYHx9n8+bNMymOCyX7xrzcCCWb4hocHDyri+uyrz14Au34jzGtMmSmEKN6Jb78kxgdT6JJG59oxLdqDaT3w+ARBBKv5zhWdRm5hx9HG00BGXzRPqyaVRgn74fkBJpM4CmLI/MG0Vt+AWgIx8Eu3Yyw4uidT4HuAyGwynegj55E792P9EaQuokTrcZs/jna8AmcvGWI2CDa4FH0zmfBDGAtuxUZvPROtlcaXdepqKh4yd3z7MMtG71kPcheiQNqsWp7C8VCvb75mizmbhKd7VU22+jyfLtgOjs7KSkpIRQKvea2WbqCsgica7ZkbGyM+vp6wuEwu3fvvmQfqMs99F9uUPGyXH/HO9FO/BxttAUv7RjVNyALuzE6H0dM9SKkzWTeOvyZNJP1D2EmRxHhYuzKrXjG2okmuhAeD07uUqyqq9VhHx9CS09jl2zCKViN0f4EwkoirBTWkmuR3gh62+MgQdhJMivegpYYQ+uvB3Sk0LCW34bedwBtrA0cEHYa6cvBqP82Ih1DBgoRk12I6X70gSac3CXYFTsu+ff7SjD7cJl79zzbJn5gYICWlpZ5TRYXg9/UCOV8zN0kOt/fYO6q6myKe67A9Pb2kp+ff1aK7OMf/zj33HMPd95554K/9oXEFZQFZu5sSfbD1draSltbG8uXL6e6uvqyPnQX6gg8H3NTXHM/XJcsKPERtGMPoPUdBjMAuUsQpSUYnXsQIyeRvhxSgTLiIsrwgQeIOmMQKWY4tJrp9pMUjB/Bk5liStRC0Wb8Q8fQh5rASuMUrsIq3YjRvQ9trBWEhl22FSdShdH+ONpUH5h+rOrrAdC7nkPER5DBQuzam9FG29AGmiAxjpO3FGvpLRinn0ZMD6ClJrFDxZCOY5x8CISGPtWLE63CmBgmd+oEIrbqiopezvf3mW0TX1NTg23bM8XlrMlitoNstkXJQr22Kz1CWQw7nLnM9zeYmJhgfHz8rDbx2YOu2Rs727ZnTCxB/U6PHTtGKpVa9Nd9ubiCskBkw9aOjo4ZSwghBMlkksbGRhKJBNu3bycajV72c11KhHKuFNdCXJvUFFrDD9A69yF9UTB8yKpd6J3PIQaPIv25yHAZA+lSwp2PUeBN44lUkCneQlm0HOPYT7ACBsOJCHF/HcnjhyibOIjh9aGFS9GKt+IZaELvrwfTj5OzBLtsM0bbk+ijJ5HeHOyiNTi5SzCbf4Y21YsMFGJX7gRpo3c9jxYfxgmXYS+5Dm24GW2gHmElsfOWY1Wo16oPNSMF2FW7ERNd+I//gtKRHowWL5kN70Ekx8FOI0Ol8CrehV9sFKDr+ks6yLJrkudalGTXJF/qoXulF+VfrZTcXCflrMiPj4/T09PDiRMn8Pl8M/Ywsz+DQghisRjBYPAVf90XiysoC8DswvvIyAh+v5+ioiKGhoZobGykoKCATZs2LVi758Ue+hfjxXXREYqVRDv+c7TeA0hNQ0gbe8WtiP4GxMgpQOCYYVqscsLdTxDU0vi8XuzcZTg5VXhOPABC+SaN+6tYVlmG0XKETE4RmXSCbnMJ1D9JaewY+HPwmCZUXI3Z8Sza0FEcby4yVIxdcRXmsR8jJrqRvhzs4rXIcBlmw32QjiH9+diVuxCZBEb7r0EIZLAEu+pq9JFmjO59SMOHDJViF2/AaHsc+g/hTZuQiaENN2OcegTsNHbNDa9qSuxy00pzPbCyFiWjo6McP36cdDr9Eg+yCz2EXwsRypXw+uaKfNZJeXR0FID9+/cTCARobGzENE0mJiYIh8OL9nq++MUv8sUvfpHTp08DsGbNGv7iL/6C22677aKu4wrKZTJ3tiS7UfHEiRN0dXWxevVqysvLF/Q5L8bP63wprrlcVDpNOohTjyE6noHYMCJYiL3sFsR4J1p/PSI+RiJcxbFkGSXpeiJmEuJTyKKN2OXbME7+CtJxhJXAqthFoj+N0fksQtp4yKCtfStLhUBrPYFl+0nbaU55d2IefJiS5Ck8wkbz5MOy2zDbHkMkRkE6yJxK7LKtmE3fVz+Tk8EqXoMTzMfT9CMw/JCJYZXvQKSn0Dv24HhCCBysmuvRh46i9x0m441AJoldsgHj6A/R++tx8moRY22IQCFG26NITxhr+ZvAn3thv7MFYiGjgNkWJVLKs9Ykd3d34zjOWamZbHvsfLxSKaVLJfs5vdLIOimHw2G6u7vZvXs3k5OTPPbYY/z4xz9mYGCA3/qt3+L222/nhhtu4LrrrpsZil0IKioq+Lu/+zuWL1+OlJJvfvOb3HHHHRw+fJg1a9Zc+M+xYK/odca5Zkts22ZgYACv13tO+5TL5UIiFNu2OXbs2HlTXPNd+0LFSnS9gNbysIoKgkXI6l0I6aCdfg4ZHyZm5tKSKqYynKAg2Uc6M81ksAJ/5W707r2I4WYQAqdkE1bBSopO3oeWGAePH6vqGhx/HmbLg2ixATR/HtrSm1mpm4jmA8hEjJhZSLtYQWjfAxQnT+GTcWTRWmTtLZhtjyOm+xFWArtsG3bpVszmByE1jnAsrNqbkJFSzOMPINIx0HWs1fcgMgn03oNgp8Aw6M6/lrz+erSRFrBSiFQMJ2cJZv230Sa7kd4oMmcJTt4ytJGTyFARTv7lDYWej8U2Bw0EAgQCgZkBv2wHWdYmfnYH2dw1va/XovxCYds2Qgi8Xi+FhYX8+Z//OZ/61KcoKCjgE5/4BM3NzfzZn/0ZV111FV/72tcW7Hnf8pa3nPXvf/M3f8MXv/hF9u3b5wrKYnMu+5Te3l76+voIBoPs3Llz0d645xOUy7Gbv9CDQQwdRzvybcRUL/hykCXrkKEStPrvIDMpJiyTXk8VS8sLiHQ+DrqJFShiPLKB/KHjiO4XcMwAhEqxqnbhaXuSaLwDp6gamVuNU7oJ89iP0cc7cAJ52KWbkeFSzMb7EclhnNwKgrU3sUb3oDU8hy2TxIwC2tPlhF98kIrJw+i6BkUrkUuuw+h8Fn3oKFIzsUs3YpVuxnPiZ2jj7UhPCKdyF064HLPpPrSpHhx/PqmqG9D6JtG79iKmB5DRKjIr3qzajQcaEMlxnMJVSGFgHPkm+mQ3TrCIzKYPIYOFiOQE0p+34AOUr+ShPV8H2dTUFKOjozPdS9k98Lm5uWQymQs2uXw1eC1EUHNfXzqdJpPJcPfdd89kO7IdpIv1Gn74wx8Si8XYuXPnRX2vKygXyXyreWcXvEtKSmZ2KSwWL5eWutgU13zXhvMcWlP9aIe+CalJsC1kUQ2yZAN64w+wHEFsbIjJ/M3Urt6Ir+VBpOlHZOLEi69CnxhD6zyO44mAY2MtfQNG/xHE0HEyegBpBrCX34be/Au0iQ4cM4gTqcIp24J55FuQmgIjiFOyARkowDz8dTA96GYB2rJbWQuIpmfIeILELWhPlpCz/0FKJ49gBQswgrlYtW/AbH0EbbARJ1CADJZgVV+D2fBdtLHTOIECnKK12DnLqGz8F4TPUsORlVeB0DBbfglWCidUglV1DdpIM8bpp0E3EboPkRjFaHkIMdGJU7wWa829C+4p9mpFAbPbY2d3L2XTY1NTU0xMTJBKpWZEZqE6yBaC10KEMldQYrEYwFnZjsWw32lsbGTnzp0kk0lCoRAPPPAAq1evvqhruIJygZxrNe/k5OTMat7du3fT29vL5OTkor6W+SKUS01xzXdteJkPXiaOdvibquCemkAWb8BZeiPaycdIjZwmOT1JpvwqStffitH8ICRGEBKclW9Bpk1yxp4GI4kwfKRXvx0tPozoq0dk4jiaQXrV3Zjd+9AmOyEdRxbUYa24HaP555CeRktPYpVuUSmso98HIRCpCawlN+CEivAc/TF4/Jh2EnPtXazSvIhjB7GFiTU1QpN3E/mHH6dosh6PEGgIMmvuxmj7tWo/FhrSn4+17Fb8h75JTKZBajh5y7GLN+A5+F9I3YuwU9ilm5C+HMyGbyM9YUQmhl24Gm3oGEbrIzjBYrTBo4jq69T/piawK69Chssu6W+T5UpKK83uXlq6dOnMZ0EIQXt7O01NTTMdZNkW5VczQngtC8pid3mtWLGCI0eOMDExwY9+9CM+8IEP8PTTT1+UqLiCcgFk94PMtU/p6OigpaWFmpoali5dOjOgtJgbFbPPP/s5FmqjIpzH2sWx0Jp+jNbxnLI9yavFqb0Oeg+TbHuOVMbGU7GR4Ma3orc+hjZ0HGkGkGUbkYWrCb34dUSiF/LKsSt3Iz0hjKMPoU33YgdL6PcvZXlsEL37RbTECE5ODdbyN6P3HkIfPKaK9wWrsZbfhtH+JNpoK0gHu3wbdtXVGMd/jDbRgdRMrJrrcfKW4Wm4Dz09ivRHyKx4Cyt9BWhHvoOeGGJSi9IZWkdOw9OUjO5DS48jC5ZjrX83evuTiPHT+DLjOBVXYa2+C+P4T9WAppXEqrwKe8l1mA33IaYHEFJiLbsZp2A55pFvIhKjaKkprJINaAP1mEd/BJqBmO4ns/13EdP9gECGXt4MdD6uZPt6gHA4TEVFBXD2kqvm5mZSqRSRSOSsNcmv1AGf3SN0JQvKfCm5WCxGIBBY9Nft8XhYtmwZAFu2bGH//v3867/+K1/60pcu+BquoLwMsy0RsneFQgjS6TRNTU1MTEywZcuWmd5yWADrkgtgduH8clNcczmnoEgH0fwQ2rEH1OCiY+NUXY013Ea6/mdk9CDRojxYczta57NovQeRwSLwhrGX3ox+7CeYE+3EzBx8BStwyrfgOfBVRGxAtfSWbiY5IPE0P4BwLJxgEVb11YjEsGrX1Uw1R1JzPXrvQfSu55BmEPwFWLVvwDj1MEbfEaQ/FydShl19LZ6m+9FGW9T1C1bgFK8lcODLaOlhnNwqIlU7qYksw3vwyxAfZkyEGXCq8B3fT0Xv4wgnTcxThL7sjeg9L6J3v6CaCPKWYS27DePUI+j99UjDi5NXh1VzI2bTD9CHT+B4IziFa7FLt+A5+GW04ePIQDEUg9Z7EPPYj0EIMqvvwSnddMl/pyuNuQf23CVXiUSC0dHRszrIotHojMC8XAfZ5TJ7kd2VimVZLxGU6enpV8WbLbsS+WJwBeUczLVPyYrJ+exTNE2biWQWi+wSrMbGxstOcc13bZjHzbjnANqJB0HakBzHqbudqWSGTMOvCOoGIb+GXPUWmO6H/kYkgGNhr70Xvet5mOgCKbF1P86qt6I3/giRmQY7gxOtIlO+ncrj/wwRDyI9jVW+HRkqxWy8D+kJIlKT2BVvRNgWevc+pDeKsJKkl9+GPtqKNnQU6Y0AkFl9D3rHHsR4B9IMIr0RrJV3Yhz9ESI+qgQgpxJ7yXVEXvwPhMcEohjVu3EKthI49GUStoZIW4zk1jHd00dZz8NIXxThpLFqb0Kb6ELv2Y8TyAck6VVvQe9+AW3oGI6/AAwf1tq3Y5x8CDHRgePPRwbzsaqvw3Pka2jDLchAAdpICzJYhN71vJqfWXI96C9fc7iSUl5zOd9go9/vp7y8/CyL+NkdZEKIszrIAoHAgv2srwVBOVeEstjprj/90z/ltttuo6qqiqmpKe677z6eeuopHnnkkYu6jiso8zB7tiRrxiil5NSpU7S3t1NXV0dVVdW8b/RXIuVl2zYdHR0Eg8HLTnHNZd4IZaILvenHqi1WN3GqdtNl52Me/QFFTGAE8nGW3YQM5KLXP4SY6kWGSnBW36XSQd37EVP92KEy+iLXkNu5F234BDIxjlO8jsyqt+FpfZRgagBt2oNVcRV27U2Yx36INtGFFAK79mbs4vV4Gr6DiPUjdC+ZVW8DTwD9xB602BDSn0tm7bvQpnoxeg8g4iM4kUoy69+D3r0PfeQEIjGMk78Ca+07MJp/rlJYqUmc0k1YdbeT23AfujON0NLEqncw4tSxun8P9sQAlpSMFu/GignKOh+BxBjC8GKtfSfCcVQ3WGoSvBEyG9+HNtqK3l+PSE1BKERm3XvQO55GG2lFJEaQ/jyc/BWYh7+h2pLNAHij2OVbEYlRpDc6r7hcySmvixG72RbxlZWV8xoszvW/upz3+mtBUM5VQ1lIYZ2PwcFB3v/+99PX10c0GmX9+vU88sgj3HzzzRd1HVdQZnGu2ZJkMklDQwPJZJIdO3YQiUTOeY3FTnn19PQwPDxMNBpl27Zti/LhOKuLLDGGfuAraN0vKm8sbw7NVjl5p39GsRhG5JQhc2uQ5dvQ938ZxjuQoSJkxTZksBD9hS8ikmPIcCnJ0l0YY5Nop54Bx8GJVGAvuQG9/whG53M4moGVU4299CaM1kfQ+w7heMIQrcRach3m0R+iDR5FBvKx85adSSd9CW28HSdYhFO2WU3Hv/jviKk+1YVVcz3YKYzWRxHJSZxIJdby29CGm5U1jG3h5NaQqXsLxumnMXoPgKZjF9SRWnobFQfuJzd9GhnJIRNdilxyG5Gj30WOHGVSC5IKVBMzqimv/45qQfarbjAnUon3+X9CTHbjhEuxl74BcDBPPYKID+GEyrBWvAVt/DRGxzOQiePkLwdpYdZ/G73vCHbuEjJbPqKEZp6/0ZXI5RS95xoszu4gm21Pkk2P5eTkXJTB6uzP9JXKfIOXsVhsUebZZvPVr351Qa7jCsoZzjVbMjg4SGNjI4WFhWzevPm87XqLlfKa3cWVn5+/qAuVZmo0joV29AHEQCPS9GMlYzR6d1I8cZxiM46m+XBMP86at6EdfQBSkwih44QrsGtvwNj/JdU1hUAWr8GO1lDU8mWIRCAxhlW+DTQdo+NppC8HEesnXX0j5lQPev8RHF8eApv0yreh97yINqpMJqXhI7PmTDppqh/pCSGDxVh1b8Y89DVEJg6mD6egDqf8Kjx7/wl0D9L04ZRuwgmX4Hnh35HeHEhPYVVfA3YKvXMPTiBfdXAtuxVz4jQ50604OYWAxFn/dkoHj2I4w8i8CnRhMrr6nXhPPURy4BRJYeB4fUwWXkdxw/2qxdkTQuYuxaq9Ge9zfw8IMAM4Jeuxi9bgfeZvzkzpS9UKLUyMloeQhh89E8MePw2aBzHZpWZeQiVXdMprIV/bXP+r2fYk7e3tMwftbA+yl/t8XukdXqA+53N/hmwN5bWAKyjMP1uStU/p7u5mzZo1lJVdWKvnYqS85nZxtbe3L2oUlPXzEqefQWt7AjHVR1IP0xLYRlmOh+L+DkR8CJmzBLnx/Yie/WhDxyA+jFO0Bmf9O9FbfoUY64BMDKd8O3bdm/Ht/wYiOYjAi11zPXbFDrwN30Wb7gehMxDdQHG4DP+x+xCxIfCEsNa+A5w0RtfeMw7CRVhr34k2fBy9/wgiPoyTW6M6s9qemEknOUVrsFbdg3HiAbSpXsjEscu2kll2G576b6kWYWljLbkOu2wbnkNfRZseRAoNu+52nEg53mM/w7YmEEkda907EEgV1cRHwJ+L3PQ+yvUYZqYDYVhkAkX01txBpuXXJHsPIKwJ0tElTJffTN6JnyPGO9CS49hFa7FW3Yl59Edokz2qa6x8G5mlb8Rz5JuIqR6EdLCWXI+U4Nn/RURsACe/jvTVf3zFp7wW69DO2pMUFBQAauBvvg6ybHosGo2e9VpeK4IyN+UVj8cXPUJZKF7XgnKu2ZJYLEZ9fT0Au3btuqi7g4VOec3XxbXYhX8hBGLoBPrhb8FYG5MyyIhRReXaneQ0fg0RG0KGS3Fqr1dzKSd+CXYKGa1CLrsFMXQM0fYkaAYytxZnxW1obY/jGzhIXPMgC1dg1d2C2fSA6pLy5+LkVDFkr2fJ8R+qgnWwEKdgJXbJBjx7P6eGBEPFOBW7kIE8PEe+ceZ1lGEteyOkpjBPPQxWEienCqvudrShJoyOp0FoSnRW3oHR9jh6z4tIw4+MlJFZ8VbM4z9B7z+sbFSiVWSWvwnPoa+gjTaTMKJ4itdhVV2LZ+8//nd6rXQTTuEqvE//NWK6HxkqgZobKK5aibfjB+CRpAPljJdczXBXG8G2H2JpgL+AZMWNBIZbMdqfRBpeJZKr3obRtRe9+wVVO/HlkFl1N+apR9WisECh8iqLj5LT9nNypgfRSt6/6DYvF8sr6Tbs8XgoLi6muFi1Xs/2IOvt7cWyrLM8yCzLek0Iytw03mvFaRhex4LycvYpR48epaKighUrVlz0G3ChBOXlBhU1TZtZHboYeJwkvmMPYU0NkkqkSUfKKbnht/Ed/iogQdORBXU4JRsw9n0BPGFkIo0s34L056If/ZG6g09N4tTeiEhNoXXtI+PLg6lx7FV3og+dQAw3I/25IDQy695L0Z7votndSG8I6QmRWfcuzKM/ULbxhg8ZLiez4s14Xvg8EhCaiV24Art0C97n/xHHE0bYGXXYh0rwvvhDHF8eWmoCu/pakA5G1/NIfx4iEydd92b0yS70gQaVcnMc0uvehd67HzHWjmOGkWmHzOYPY7Q+jDY9ALoXfFEy69+N2fBdyMRA6DiRcqxVd+J9/p9AgMDBKFlN3ta7Kd3ztxAtQMaGGA4tpXVEsLzr69gOeNLjpKtuRPNGMNufROoeRHqK9Nq3I6wkWs8+EDoiPoK98QPog41Eu3+N40jMxu+Ruv4vwE6DlGAsztKsi+HVnPPw+/34/X7KysqQUhKPx2dalDs6OmYiu+7u7gXvIFsozlWUdyOUK5j5VvNalsWxY8cYGhpiw4YNFBUVXdK1dV2/7OjhfIOKl7Ng60IoG3oGpo9gTQ0g85YTvf4T6B1PIUZb4UxHlLP2XvRjP0NMdIKdxqm+GnvZLeiHvoGY6FJRwbJbkCXr0Q58GTHVhyZMBvO3s8Sfg9b4vTMzKHlk1r4DLTFC/tRxdCaQ0Qqste9A7z+C1t+g0j15y1Rn1qmH0UZPKZEoWo+16m7M4w+gjZ0GO4Vdvo3M8tvwNNyHGDuNAKwl12FV7sR74EuIyS7QPWrlb0415ov/jjbZi/SGyay8AzQDo/Ux9Kk+Mr48evOvYulUL0b7U2hTfTiRCqzV96D3HVEDmPFh7LylWGvejnHqUbTBJkRqCrtoNZm1b8c88VP04RPqd1S2iZztH2HH8QfQnUFsx2YsvJLj8XKWPv45iqaOIkwfTuUu7MrdePf+M/poK9Ibxq6+9kzN5a8xpjpIe6JIw4c23Ix56GuAQ2bjB3GKLtzIbzG4UvahCCEIBoMEg0EqKyuRUtLZ2UlXV9dMB5lhGPNuUHw1mU9QpqenXUG5EjnXat7JyUmOHDmCz+e77DbcbEH7UouT2RRXVVUVy5cvn/dubzE7yWTrk5QMP4Nlp/HkVRPYcCdM96G1/BI0Exmtwllxu3Iabn8S6Q2BrwJ7xVvQT/wcredFZLAAAgXYK9+M3nAfWn8jMlSC5c1nKLSZpUe+jRhtww6VqJpL6SY8z34WX2YCO6cYqq7GCZfiPfQVyMSQoRLs2jeAY2GceliJVaiczPJb0cbb0TueUTMohg9r1Z3oXfvQe/arbjMjgLXqboxTj6ANHsUJl4M3RHrNvXgavos21o4TKUcGCsmsugvvC/+GNt2PEy7Bii5l0LOBFcd/CukYTrAQu3w7dsl6vI9/Sr2OQAF21dU4oWI8L/4b0hMBzYtVcyNIidHxDE6wSNVJlt6CmB5Ury1chi4tIjs/zI7EGPrAIOlACbaVod5aSeEz91E9fBzdl4/uDZDe9CGMU48gpgbIeHKxvLmw/r2Yjfep+pUZQO94BqdwNWKyG8wAMpC/KO+Rl33/XKGT6EIIfD4ffr+fTZs24TjOTAdZdoOiz+c7S2AudUX35XCuGspCzZktNq8bQXEch9HRUTweD6Zpzhz8p0+f5uTJk9TW1lJbW3vZd1ezBwMvxrPoYry4LsZi/mJIDLaTfuJzCOEh6LHRKzdjF9Rh7PuCGuqLj+JU7QLTr8TEF0GkYtjr34tIjCL6DoEZRKQTWFe9S0UXQy2ge0A6JNa+h8KDPwXZizzT7WStezdG0/cQ6WmEtHCCxdgr3ornhc+DlGqrYulGrKrdeJ7/Z9BMRGIUq2IXTu4yvPv+FYSGSI6RWXMP0ghgduxRk/3xUTJb7kGkxtF7D4CTQUuOk978WxhDx9AHGsFKgB0gs/H9KgoZbob0NPjziK+8h7IXf4xmd6Ilx7ALVmKtugtP/bfR4gNqpXDpJqxlt+A5/DVEfBiRiWNV7sKu3HWmmD6IkDZW7RuwC1fifeHzaDFV/LdWvhUZyMdT/2301AiG4Sez9h42la9Df/YRzNQIqUyQk74NWAeeYHnPgxjxPqQZZaz0OoqHjqGffgZtsgcnWoGMVGE0P4hx4mfgCZDe/ns4BSsW/H3yclwpEcp8zC7Kz7bgh//uIMumx44ePTrTQZZtUV4MQ8a5uCmvK5zZ9imNjY3U1NRQWlpKOp2msbGRqakptm7dumDLarJvhvneGOfiYr24FiNCGertJPnIX1Oe7EVmUmQqtiNW3YXe+D1lBCkEzpJrcGqvxzjwX2ij7UjTj7P0JmRhHfq+LyDGu8CXg7PidiU6Lb9ETPYgwyU4a+9BT45QMH4EIWI4OVWk174Trf8IRs8LkBgn5i1BX3E3obbH0AcaVIG9aC2Zte/EPP5T9MGjyrurdBOZ1Xfhafo+2vBx0E0VOSy7Dc+L/44+0oL0hLArd2JXbMP77GeV71cgH6tyN05uLd6n/wptohMnWIy17I1IbwjPiQfORCdlZFbcgbBTlI7vR5i2KvSvuRcx3Y/e/pTyMsutIbPmHWhDx9G79ip7mJxaMuveraKkvsPq9+HPJbP23RjtT6MNHscJlyK9ETLr3o157Mdoo604kQqkL4fMhvfiPfCfGKlhZF4NvnAZJdd+Ev2Zz6AlR5kSEcbNSlp9a8k5/D2MTBz8edjl27Fqrsf3q99HxIcgoaMNHceJVqGNnkKGipUVziJzJbc0v9xyrfk6yLItyidPniSZTJ61JjkSiSyKyeW5BGUxtzUuJL/RgjK38J5t6R0dHaW+vp6cnBx27dq1oKHtOa1LzsGFpLjme46FEhTHcTjZ0oJ1+H5Wp09h5pYzOTlFpvoNeHv2o3XvR0bKQDOwV9+NfuoxxOAxnJwqMHzY69+BfuS7qkU4Uo4TKsZefSf63n+D+CiECpHFa3GWXIPv0U+TcGxkOB9ZsQM7vw7vk3+BNPwIn2DUu5Z8M4jR+jhOoAAtHVepo9QUevdenFAJwk6pDq6xVrT+IziRcoRjkVl9L1rPC4jRkzihEtAM0hs+iNH6OGKqD+nPU2mtTR9Qa4FTE0hvGCdaibX27Xj2fR4c+4wv1zKsZbcSePxTJIQBAuyC1Vjl2/A9+WmkGUQkRrBKNuPk1eB9+m+Quk9Zxqy8GjxhjPYn1N751ATWmrcj7CRG17PgZBDxYTIbPoA2fhq9ex9YCURSI739Yxg9L6L3HFAT97qX9Pp3E+p+CnOyBY0knmghvZW3UzX6LOZIM3ZyhCl/Bb3makqe+Tz+kVNo6UnswtU4+cvx7P8P9J4DyGAhqav/BBlZ2O2hc7lSU15wcW3DHo+HoqKimVpqMpmcWZN89OhRLMs6a01yKBRakJ/7XCkvt8vrVWbuat6sE3BfXx9jY2OsWLGCysrKBb+bynp+LdZGRVg4QUmlUtTX12OMnmSz1oapSZgeZDR3BwEzhHbqQbCTiNgQ9taPIFLjiJ79am2vMLB3fxitvxHRVw/pKfCGcDa9H+3kY4jhZrTEGE7+Mpx170Rv+D5yqhtvZhwidSRqb0G++F8QG0TLxLHKtzGkr6fqxI+UXYtjYdXcoNqG9/8H2nQ/UuhYy9+EjJTjyaaOdJ+yYNEExsmH0WKDON4crLXvQIv1YrQ/gTY9oCKRFW9B729A73xWFdhzqrBXvhW9/Sm0rFVL3jKsFXdgtjyIPnwckR7DKdyEtfIOzOM/QRtsUsaYxeuwV75FrQYePIrUdJziDVjLb8Os/xba4FEw/TilW7CWvkHVZkZacHw5OMXrsap3493zd4iJTqQ/XzU6lG7B89SnEdP9arq+6mrVmlz/bURyQk3XL70ZK7CEitM/xO81kYFqxNK3oOVUoR/7EpNpB12EGIlsR59OU9axByk0xGQP2vhpbE9Q1Y1yliz42uLLqR2+ElzOHIrP56O0tJTS0tKZDrJsi3JnZyfAWS3Kl2rmOF+q3C3Kv4q8nH3KxMQEQgiuuuqqRQ0hz9fplU1xGYZxSU0AC9HllY3SikIGa+2DGCPHVSG3Yhuj3h0Ut/wIMdKMDOQjyzYhK7ajP/U3iNFWNa1dtRsZrUJ/8v+ptFakFKfudtA96Md/CokRnGglzpq7ITWBdupRHCtJzFtEcsmb6Nj3EEt79jCNjuPLZ6LoRnJPH8KcOAK+KI4/h8y6d2G0P4k+eBQnVIr0Rcise6caCBxpxQlXKP+ude/Ec+A/0aZ6ccLlyJwqMmvuVgd2YlwV9Us3YS29Cd9jfwbSwfHnY1fuxirfge+hj6s98/487CXXYefW4Nn/BSx/Hul0BpbehPSE0E8/jRMuU7b0dW9Sli7dL+KES8BKkll9F9pkL3p/AzJQAALS696NPnhUzdaYIdBMMps+jNHxnErDCR1pBshs+iBGyy/Rx9oR0sHxhJUbQOP30CY6EVYcmVuDteItFD3975iJIYQzjVOyCc+at7D84JfRtSRo08QLNjJdsIHc5/+N9FgHOjax4u0kiVLwzGfQx1px8paSuvZT4F24z0G2rvebEKG8HLM7yCoqKpBSzniQjYyM0NraekkdZNmza7agZA003QjlVeB89immaVJaWrro+ciXiyAuJcU13/UvtSifbUQ4deoUK+rqqB5/Dn3oODJcCkjsjR8gd++P0Ce7wZ+vDvctH0Ec+wnEh8EThlAJ9sb3ob/4n2ClwPQh85birL4T/cm/RGomQujIotU4Vbswfv1/lR9VKsZYYCndPQm2pRrwh3ORqSlGKnYxnrApGTtM0kpjZoaZqLwVX2wcb9decCxEYpTMpg+hjbWrArsVh7RJZsfvYXQ9j953WJkwekKk170L88TP0YaOIZJjOLm1WKvvVnvgx9tUJFK4Cmv5bUqIJrsR6WklOrVvwHvwvxATXRiZFMP+WnIqr8Jz6Kvo4x0gJVb1NdjFG/G88HnERAdoJvYStX/F++zfo010qhrOkuuRoSJlXz/RgfTnYVftRpp+jOM/QZvsVp1jNdcjNQPj1K9gekA9tuwWAOXzlZzECZWRWflWkDah4QbVwBCtxlp9N2RiaH2HkIYf/DnoW97HUn8U79FBnLxKLCtDX+kbmG7aR+D0XoQniJE5SWKwHV9+BXp8ECe3VjVPXAbZ9/yVHKEsRt1DCEEkEiESiVBdXT1vB5nX650Rl7y8vHnT7NkIz62hXAHMN1ti2zbNzc309vayZs0aRkdHXxHbisXcqHiu618I2caEyclJtm3bRm7slFq1O92L9OXgrL0H0pMUDL+IkRpARstwVr4VMXRMFaKnelXb8Oq70Dr2oHW/APERZMFynNVvQzvxM7SBRkQ6ptqB17wNvfH7iDNpojFfFT2529lhnsA/2YYUGrJsE6Gt72D1wa9gJ7vRfGFiuatoYwkVT38Bb6wZx5erdsoXbyTw7N+qYnqgELtyF05BHd4nPo2IDeKES7GWvhEnXIb5wr+fMYMsJ7PiLUhfFOP0Myo6CZeTWXUXUmhnrPDDSF+UzOp7EKlJtL5DOKFSnEyKrpzryZvsRR9owo5UIKRNZsP70IdPoA0340SrEdIhveW30PoOI8bbccJloJukt/8ueuvjapI+UKD2zW/9KMbxB5SbsCeEjFRirXsP5pFvQHICdBOZt4zMyjtUB1tqEnBw8pdj1dyId89nsKwpdDuJnV+HVb4V7zN/q2oumRh22a3YBSvVY4kRdDuDXHE7S9Zfg+eZv0HTYjjpGIPR3TQfa2Zl398QktNkyrYhr/1jfP6XGlFeKK+XCOV8zNdBlhWYzs5Ojh07RjAYPCuCMQzjrFrvbNwayivIuWZLpqenqa+vR9M0du3aRSAQYGJiYtF3lWRfw+znudwU13zXv1hByc7aBAIB1Ygg02gHfoqY6MKJVkGkHHvNveh7PouRmcTyF2GWbcFZ9kaMx/4M6ViIQCFyyTU45dswfvn7SDOACAqcmhuQkXL0vf+qOon0CZzltyCFjujYgxUoIjkxzGD+TryZOL7hJmSkDJlJqqHG0Vb04RPEzRwCviC+az/OppEWjO4kjpNDWgvQ4NtJ9LEvUT3egs8ROGYYa/27MY8/oFpzkapOsvpuPIe+ikiMIOykcjSuvQnPvn9FJMfVGt6qddjlO/Ds/SdEcgKRiZOpfQNO4Uq8z/0jIj6EkA7JJTeTlPmYjfdBbABNM7BW3qUijGM/UjUc04+18m0IO4Pn+E/QpgdUt9bquxHxYczmn6FN9Sqn5pobEFM9GC0PnUnPlWHV3ICY7FJ1nDMdZlbNjWiTXWg9+9GS4zihUuxlt6BNdKMNNCEcm7S/BG3Fm9HGO9UqAMMHwSIyq9+GNtqq9qwECuGMvb420ow21go5S9A0jZyb/xc7Bprw9AyR0gLQe4T9zz6BNxAmL+InWlJDTk7ORe2Dv9IjlPmMF18JDMMgPz+f/Hw1F5TJZGbqL62trSQSCcLh8EwUMvumN5vycmsorwDZwvvcN/K50kq6rl/0BrJLYbZBZNbK5XJSXHO5WEHp7u7m+PHjZ83aaI0/Res9DKkphCeMtfF9aMd/ijZ4FNOaxgoW4qx7B/rhbyDGTqtIpHgtzorb0V/4AmKqB9LTyPJtOLU3oO//kpqQd2ycJbtxKrah7/t35GgHmXSGVMVuKja9gZyHPo2wutQQYs0bcAIFeA99DW2yG8MxSJTegCn0M8aJ3YhgId6Vt7OpcjnmE99Fy4yS8ORxWltObN+TrO3+KVpmTAnHijejTfWgdz0HyQm1C2XV29DGT6P1HVLLvHJqsda+XdnXDxxFmj7lB7bu3WgDjWjDzchAEdITIr7qHeTu/xnaZBtOtBoMD5mNH0BvfUx5i+VUg+Enve2jmE33w3S/quEEC8ls+Qjmwf+C5DgyUICdX0dm/Xvw7P0XsNOqw6x4Hdbqt+F9+q9B2qoNu3QT1rI34n38TxGOpcwqSzdjlW/H9+v/g7CSCJkhVrCeQH4dvif/ApGaRthpMktvQYZK8T75aWVXIx0y69+D9ATxNN6PlhiB1CTpde8CKfEe+zF6agzdk8az5l52L12JtufvsNvG6Mi9hqbghrNaZeeaLc4lexBeqYJypZhDmqY5bwfZ0NAQAM8++yyRSISGhgZKSkqwLGvRUl6f+cxn+MlPfsKJEyfw+/3s2rWLz372s6xYcWnzS69JQTnXal7Lsjh69CgjIyPzppVeiW2K2eexLIumpiYGBgYWdKNi9voXIiiz02ybNm2a6bEXI6fQjv0EpgeQ4TI1NxLIQzv5CCSnSPmKiS25hXyhI9qfRkoHkVOFs+4dkJpUrcSesCpir383YqITre8IMlIKaDgbP4gYOEq66wgxkUMoP0Tkxj/Ebn+WYLIPWbgEhE5yy2/jPfkLxFQvTqiMZAoSaz9IUdvPITGODObj5C0ls+H9ePb+CzoWIpCDr3wr1df+Mdpjf658zdDpcwroGomwvv4L6LbEEBp22RbskvX4nvgLBBKkhVWxAydchvfpvwIrjnBsMivuQJo+PMd+rOow6SmsVXcgrARlI/sQzjialSSz9SOIqV7Mkw+hxUeR0iG9+R70waOqwyw+ghMoxKq7Db3vEEbrY4jYIDJcjl17k1pd3PGM6jCLVmEvuRa97xB6z4sQH0XmVGEtuQ59oBF98Jha/BWpwK69EW34BNrISZA2KV8xU2VXEx4+gTbahvQEkf5yrLo3oQ01oY2fRgaLwRPEWv029IFGxNhp1dmlmVjr36tSlpNdOJFK8PhJb/kInuYH8Ux3guFnlWilfNf/ZHR09KxW2ZycnBlL+bmdTNmhRldQLo5sB1kwGGR8fJytW7cyOjrKU089xaOPPgrAhz/8YW655Rbe8IY3sGbNmgX7OZ5++mk+9rGPsW3bNizL4s/+7M944xvfOJOWu1iuvN/uecgW3tPp9FliMjExwfPPP086nWbXrl3zHuCvxDbF7Gtsbm5menqa3bt3L7htwoV0ecViMfbt20csFmP37t0zYgKgNX4fEuNqTiJaqeofB7+OSMfASZMMVRAr2oZ+4EuITEIdbEVrcIrXoR/6htp7EhtAlm9DRsrQG74PyTHEZC+y+hoyjmRq7zcQiRFy9TjG6jch0pOYp36F15pSRod1t6GPncJofQwtPoRw0gwU7MQ7eASj7XG02ABS92IvuxWj63mMrueU55YvD2vpzXg69xAYacBvjeEtqKHo6vezytNHYOwE9tQAI06IY3YN4wd/CgNNYKVwcpdi170JvfM5Nexn+HAKVmDVvRm983nVThsowClcTWblXXh7XsCfHsKJVOAUriSz+u1qnfH0gOpgy6/DWvtOtW44Maq2VBavU15frY8r00Z/HnbZVqyVb8U48XNAQ3oj2BVXYS29BbPhu0jNBNOHXbkbu+IqzENfBcSZYv912AUr8Rz8ClhJcCzGCreR8RdiHv4GpKfRUhNkam9CmgHMhvsQyTFEbACr9kawLYymH6AlRhFT/VhLboDkBOaxH6vJ/tQk1pIbEFP9GCd+jpgegPQ0TtEafIk+lhz9PJt7vsU1q0rYunUr+fn5jI2NcfDgQZ599lmOHj1Kb28vyWTyim4ZhsUryi8U2ZRcIBCgoqKCb3zjGzz77LMA3HDDDTz66KPs3LmTz33ucwv2nA8//DAf/OAHWbNmDRs2bOAb3/gGnZ2dHDx48JKu95qKUOabLZFS0t7ezqlTp1i6dCk1NTXnfFMvhHHj+ejt7WVqaor8/Hw2b968KHdE5+vyGhgYoLGxkfLy8pc4JmunHlc7TmIjOLnVOKvvROs7jNb5PFgJZE4No8U3Exo8gug9DFIi8+tw1r0TrWMP4sx8hcxfhr3h3Witv0YMt0CwCBkoZHzpHYw++QUqEn2YBUsRwXzsje9Hf+E/ENP9xDwFmIWrsDe+H+PJv4bEKE6wBKdkPf2h66jq+L6aQvfnYVfsxKq7He9DH0fqPvBHsaqvxq66Gt9DH1c272f2hmgla8lv+BYiUoRITWGtfhvhaC3BFz9DPG2jSZvB0Eb0oSHKTvxcdY5Jh/TKuxCxIcxTDyOsJCDJrPkY+sgJzM4nkXYCkZwgs/V30HtfUHMtyTEc3cRadRf66SfRO55WghKuwFp+K3rbExjdzyOm+3BylqhIpP1J9L6DqsMstxa7arcSoqHjiNQUMqcau3o3eu8BtNFTaoNjtAqr+hr0gQbVJabpECpjsnAr0fEWtIkONYnvy8FeerOKRMY7ccIVKjpZddd/RyLRSjADZDa8D6PlQTXXEy5X7dlbPoLZ8F21RjlQoDZYbv4w5sH/Qu9VB4vZ/HNCu/7XWet6JycnGR0dPauTSUrJ0NDQRddfXgmu1Agly3xDjclkklAoxCc/+Un++I//mHQ6TTqdXrTXMDExATCz1OxieU0IyrlmSy7WPmUxBcW2bY4fP87AwACRSITCwsJF3ag4X4TiOA4tLS10d3ezdu1aSkpK5nyBjdZ4P5hBpDeJrNyJU7YF4+E/Bm8EpIOsuZY0xUSavwymHzIJnGU3g26gtTykrmMlcVa8FREfQTv1KNgpSE4ytOyddDz3U9YmTuDTLEhPYu/6BNrppxGnn0EkJ9BlAGvt29GP/wytex9aYhQnpxqr7s2UHXkK78hRtNQodv5y7KU3YTZ8V1ndJ8exC1diL7kes+kHaEPHEVYKu2g19pJrMU48iDZ0HJA4BavQ6m6iov0JzMwgeHRS0eUky3fiaf4lqYGTSN2DHa1gKryGws5fIqZ6cPz5Ku1UcwOeF76AFh9mysxFL1mv/Lqe/XtEYhQnXIZTshFr6RvxPPl/wUoiAwVYVbuwa2/C+8gnkWjgy1EuwTU34vvF76q2Xm9EDWyWbcX30McRukfVk2pvws6rw/fI/wfSUfMqy25FBovx7P0cZOIIIL38dqyUj7z2nyHS00jiZNa9Cxwbo+l7aKlxpJUgs+q3EYkxlcZLjIJtk1nxFsR0H+aJn6lUXKAAe8n1iIkO9FMPq065YAF2xQ5lMdO1V7WK+wuU5f9Ur9om6Q1jrXgrOTk55OTkqLeEZdHb20tbW9tZheYLrb+8ErwWBSW7rTF7k+zxeBbNtNJxHP7gD/6A3bt3s3bt2ku6xhUvKOeaLRkZGaGhoYGcnBx27959QXdDiyUos7u4du3aRXNz86JGQvM5GieTSerr68lkMuzcufOl+U8p0Q78F2LgGFhxZOEanOW3oDd8T7X1IpFFa3CWvpH8Z7+Gd+IUePzI4jU4S9+A3nA/YqRVRSdFa3BqrkPf/5+IiS6kL4dxs4T6qVx2exvwWxMQKsUpXY+z5Br0X38akRjDCZcxJMspr9yF8cgnlaV7qBi79ibsih0UPPFPOLqpDrqlt2AXr8d84d+Q/hzQNKy625HRSozn/1nVCFITWCvvRJoBjLbH1KFnp8isuReRiWO0PqYGFoVAbv0QNaaOJ30C4fNgaT7aqu8k1vAowc6fIawppM8gVncvgdNPq+ghPY1G4Iw1/a/QO/eoQUlPGKvuTRgnf4ne84KaxM+txV5ynfq6gXq1STJvGXblTvTWx5TnWGoKmbcMu+Iq9J59aGNtiExcRTGVV6H3H0Yb7wTbQkbKcSp3og3Uo012q5uAQD529TUEDjyEEevHCRaBN4K9/Fa0jmeVSWSkCukJqKHIFlWfkuFy1Xm26cOYDd9FTA+qBWbRajKbPoR58L9UdOINIfNXqJrVC59Hm+5HaCZW0Roya9+B57m/x+h4FjQDdC/Wqjtn3l6GYRCNRjFNk6uuuopUKjWzi2Ru/SU3N5dQKPSKp8dezsvrSuDVtl352Mc+RlNT00ya7VK4ogXlXKt5T506xenTp1m5ciUVFRUX/MZcDEGZr4trsWs1cx2NR0ZGqK+vp6CggK1bt86fJ57uQ2t9HBkuUYf7qreCJ4Q4/TQEi8GKY697B1hxIiP12J4opseDvekDiPHTiK69YHhA92Bv+yha73607heRjsV0PEn78jdydcEE/sajKnWmF+Ksfw9aw/1ofaqbjGARPYGrqD70tZmVwXbBKqyaGzH3fxGR6MOQSZzS9djVV+M58CX0sXawktglG7HLt2M03Kd2yyNxitdjl23BPP5TtatF6DjFa3FKN2E2fU/ZuGsmTuFKnOINeI58bWYHvZa/nIodb8Xc+6/oRgrLzGfSX8H+Po1VPQ9QOjkAnjxGvTUUVu7C+8SnEJkETqgIu/oa7KrdeH/1+wgE0p+HVXsjdtVufD//KBh+pC8Hq/Zm7JKN+H7xP9Vgp2OrOZncWnwP/4FaVGZ4yax4MzJQhPe5f1R1F6GRWXkn0vDjrf8OpGOg6WRW/hY4NsU9j2JkphFxi/S6dyMS43iO/QiRHAPHwlp1B9pUr/q9xIdV9FRzF2L8NEbLL9X65mABduVViMke9M5n1XrlQD52+VZEfAS974gST38uTtkWRHpamXOmp8ATAScDyQn03gNqe2fh6rOchr1e71lWJbFYbMYLq729fWZWI1vgv9xW+gvhtRqhvBKLwH7v936PX/ziFzzzzDNUVFRc8nWuSEE512reRCJBfX09lmVdkn3KQgrK7BTXfBsVXwlBsW2b06dP09bW9vLimkmgv/ifiLF2ZYBYsQOnfBv6wa+qg1gzkOXbkcXr0Pd9Ae90N47hx6nchCxYgf7sPyImusETwindgMyrQa//DvZELzHHJFm8ntVXvxnPE5+GxCgyWIysuR6ZtxR93+chE4dQMXbdm4gNF6N33ofUPMhQMdbKt+JEyvF0PkvCDGHqAexVdyN9UfSu55UhZHqKzNq3IxAYXc+px6wk6Q3vRyRG0TueUb5UUpLe/D/QxtrQTz8NQgfTT3rr76puqtN7VCuu7iG97Xcw2lWtQ7OTiFAeoRt+nxtHT6N3tKPZMWJ6gO6cbcQf/AdqBp5HS48g85Zi1dyIcfwB9IGjiMQwTu4y7IqdGM2/QBs+jkhN4+Qvx67Yht6xB22sXYlRbo16rO8g2kQnWClkTjVO2Va0gXolgLqJDBZjV16FNtig2rP9eUhfFLvmBuVDlhggHSjBG85Txf7mM5FIqAzpj5LZ8AHMxu+ciUSKcSIVKhI59BUlJt4ITn4dmY0fwLPvX9Gm+pG6iVO0hszad+J57h/V8wqBXbKBzKo7lY3NdD/CTmMVr8Va+ka8z/6dEhRfLqnrP400Suc9sIUQhEKhl62/+Hy+GXFZrPrLa1FQFnsGRUrJxz/+cR544AGeeuopampqLut6V5ygOI6DZVkvSXENDAzQ1NREcXExq1atuqRujYVqG56b4prr0/NK7HwHqK+vJx6Ps337dqLR6Lm/frgZ0XsIIhVIK4m9+UOI2ACi74h6zLGwdvxPtOFmtMEm0p4oju5B7Pr/0DqfU0aHulcN5131cbTjPyPdeRCZSmEUVJP7xj9Cb/iu+jo7BcEi7DV3o7/478r6PjmBLK3FqX0DdY1/jbC6EMkJ7NIt2BU7VL1iqhd/cpJ0yWZE6UbMQ19HjHeoyfbybThFa5R1ylgbCBO7bDNOfh2eI99Am+xG6l6cknXKYffAl1S3kuHDyVuOk78MT8uDaPFhHG9URSyFqzGP/QQRH8PxF2KXbcUp2Yi36QfoTgoiZWiV1zOlrWTjyHeRSBIiQCdLGRnU2XDih+iaB92Xg1V3K07RGrXDxRNWw7Z1b0JGl+B97p+USCDJrLwD6c/Hu+czCDuD1E0yq9+GNHx4j3wLkUkgNV2l7BwLT8P9qmBvJcls/CAiOY559Ic4mSmkBtay96BN9WKc+KlqCvCDVXsP2libEplsJFK1S9VJ2p9EJEZUSrFsKyI2iNZ7CJEcR/pysEs3I1ITaENNkImrx8q2gp1BG2gEx1HfW30tOBZafwNIEIkxZSMTziOY6FE3EOa5J+41TXtJ/SVrFd/W1kYsFiMSiSx4/eW10OV1rhrKYvGxj32M++67j5/97GeEw2H6+/sBiEajl7TB8ooRlHPNlsy2T5m30HwRLEQq6kIGFXVdX9Sd71NTUzP/f9euXS9/NxcfRTvwVTV0qHuQNTcgwyXoez6r1uGaQWTt9eDPQ3vhC4iJboTwE8tdRY7pV0X3qX7w5yDLt2FpXhL1D+GPjWBGi9FWvAHbF0F074dMAgKFOMvfCP5cRNd+QFO29qvvBF+E3NhJZCSKMP1kVt8NmoHedxAZLCZjaUwsvZNcK3kmlVIGVpL0xg8ipgfQu19QdQMk6W2/gz7SjN71PNLwIT1BUjs+gdH9Anrnc2py3hshveP3MNoeVwVmOwWhIjKbfgvj+E/Ru19AZGIqJbT6LuUc3HdYpQTzlpKquo6K+icITrYiMmPYBXWUbLubnN5DmOOtOOlpJv3l9CXzyT/4I/yjrQg7peoppVuUnf5klxpkzKnGKduC1n9YtVcLTZlWlm1D669XEYYvqrrbqq9WNZypHpxwqSrk173pTCTSR9JbgB7Mw9nwHiWy0wNnIpFyMps+iHngyyrV5Y+qgcqNH8Sz93No0wNgeLELV6shy2f/Hm26D4SmIpHVd+N95m/QpvqU23PxOqzlt+Hd8xm0+DCkp7HKNmNVXY33uX/474ViVbuxizeS+8w/kNdzEF/iKZI3/jX4zn2TM5u5u0gWq/5ypUco8wneYtdQvvjFLwJw/fXXn/X417/+dT74wQ9e9PWuCEGZa5+SFZNsJKDr+ox9yuWQTXldSr/8y6W45rJYKS8pJV1dXTQ3NwOwevXq86YGRN8RtOETEKlSez2u+j20/ga0kVYIlYDpx776j9BOPYoYbVO71Y18+pe9h/zjP1URhm4gc2uYXPUOxn7xtxRPd+LzmlBUh7Xu7Wq51sRpdVdbsgFn2c3oz3wWMdWrdtBXX41TsQPz+c/hz4wjJsfVY8Vr8Rz8L7TJHpAOseAK0tElGI33q+E8zYNdvhUnp1pFHZM9YHhxSjfjhMvxHnsAERsA3Y/MW46MVKA33o8WH0Z6QjgFdTi5tZj130Ekx5C+POySjTgFKzAPf1293mARds11OEXrMPd/CZDIQD7WstvIFK2jZOzvwOtD+nOxl78JT8VGoof+AyKFiJQXbdU9iJxqfM//ObGUg4FgKG83ehJKDn8dIR2k7iGz+l6kZuKt/7aaJ9EMMmvfibDTeBrvVx1bdprM5o8gEmOYR3+ESE6AbZFZ+060yW7MEz9RKT4RYLr8WkIjJzGaH1QNAIEC7KrdaKNtGO2/RsSGVeG9bCtiqhe994CKRPx5qiYSH1VtxulppDeqvi4TV/b8dkb9rqp2g22h99cjdS8E/djLbwU7jdZfj/TlgieEtfYdYMXwDRwhLW20kRa0kZM4ZVvUz2pe3J3u3PpLPB6fGbCcW3+5mF3wV7qgWJaF1+s967FXIuW1kLzqgpJdeGWaJh6PZ6aDKWsXspCWJVn1v9jQ93wprvmeZ6FTXpZlcezYMYaHh9m8eTOHDh06/5thogu9/tsqwvCGcZbfCtJGa/oBTPWCPxen5gZIx9BafqVaSf15JAo3qKVPXXvVkix/HhM5qzl04ADbUp0EDAneQuwl14Gmn5lXAcLFOCtuA0D016tWZE8QZ+29YKcRfUdIGlF8QR/2hveqNuK+epxwKcJO01PxZoqmezF6D6o6CZL0VR9HHzqqpsk9IRWJ7PxDjO7n0Xv2IdBw/Lmkdv6B6rDq3qfmWHy5ZLb8NsaxH6H3vHimoF6KteZezIb70PuPKCfivDqs2psxG+9T+0/iI9j5ddiVV+Fv/glmoheRtnDy6rDLtmK0PoIYa0NYSeUuvPRqasda8coJMGxSwXKmoitx6n9F7mAruhDY4TJi0ZWE+w4hJnvVzxEoUB1gp59GTPbghIrAG8VafsuZAcM+nHA5+KJk1r0Ls/6bqiYSKibphJhY8Q6ibT9DxIaQvlxk/nIymz6E5/l/RsSGwQxgF64is+F9ePZ8RqUANR27eB2ZNffifeovleA7NnbxejJ1b8b79P/776ijfBvWkutVei4xApk4VtU1WKVb8T7/j2ixQbDT2BU7cQpW4dn3L2jxAYRt4RTvwolW4nn6r9AHGrCXXEd6+8dAXPxneLZV/Oz6y9xd8Flxyc3NnfcmK5sBuZIF5bW+CwVexUn5bFSSTqc5cuQIU1NTykYjk6G+vp6WlhY2bdr0ksG8y2H2et4Lpbe3l71791JYWMj27dsv6G5ooSOU6elp9u3bRyKRYNeuXeTn51/Qc2jdLyLGOyFShgyXYV/zR2inn1F3+v5cZG4N9q5PoB/9CeJMHUIWrmR8+b0Unv65qmEIjXF/FftTy9ie2kPYHlV3sMVrVCTy9GdUlJAcwylcg1O+XRXxY4Mw1YNTuBpZuAr9hX9HTPURyAxjFazEyanGqP8O2lQ32nQ/dv4KMt4CQh2PwVSvMnHMr0P68zHanlTXkxInbzkykI/etQ8RH0WaPpyCOmS4DL3ngKrXeKPYxetwcmvQu19UbdKBAuzqa3AKVqJ1PouKRApU/aN4LfrJh8E4E4mseCtO3jL8rQ9h6QG1rnfVnchwKWbD/eAJqB0mq+9G+iJ46r+NEIDhRWx+PzVLl7Em8QI+U0PTdbqLb+JE42ESz30JOzGBnZwkvuJuRHwE89gPEelJtMQ4mZV3oo13KsPLxCgiPYW17Fa04WaMEyoSwbEYzduEZ6JViVtiRAlFxQ60sdPoXXvPOBkHccq3qeik/wgiNamK8eXbEYkx9IEmlYrz5WJX70Zk4ugDjSA0VStbdgtk4uj9R3C8EWSwSK1ATk+i9x3G8RcgAwVkNr4PkRhG7z1Exl+I5YmS3voRtIkujI49iNSUsqCZ7F6Qz0K2/lJTU8OWLVu45pprWL58OUII2tvb2bNnDwcOHKC1tZWxsbGZz0j2f69kQTlX2/BrSVBelQhl7mxJ1rp5fHyc+vp6gsEgu3fvfkn4d7nM7o46HxeT4prveRZKUPr7+2lsbHxJpHa+5xAjJ9GafgjT/RAoRNa9SW3ta/nVzByCrLwKMT2I6N53JhLJx6nYgZGZIjBxEpmZJu546fPUsm3TOoKPfVUN3YWKcJbdBJkkYvCY2pHiDas6SXpKpU2CReBYOBvfp4q/A00QLiVljyI2fgj/+Gn0wUZVI0CSvuoThA88in+4EbwRpCdEevcfYXTsQe/djxA6TiCf9K7/dWb+Yz9ICxkoIr31o5iN30PvPagih2gl1rp3Yh75lkrrJCdw8kuwlt2Cefgb6CMtiPgwdsFK7IpdmEe+pWZC0tM4BSuwSzdhND+IPt6OLx1D5q/BKdmI3v4UYqIT4Vg4OUtwSjYpYZvsQUobGa3CLtuC3vU8YqoPPCH0YCEVu99O1alHMTunSHvzSGl+9g0FqWn7ITWjXQh/MVowX0VPh7+qbG1CJTihUjIb34/54n+cKabn4+SvoKfsNtZ3PKgMIM0gdtEaMhveh/epv1JDjJqhoo41b8f7xJ8jYkOAwC7ZSGbFW5TJZGIE7LSqk9TcqPzOkmOIdByr5nq17vipv0LERxF2SrVKF6zE99xnlbuztLErd2HnLcX77GcR072YjmQ8shpvtBrvc3+vOsU0D3bpJqTuxbPnM2gjLVhr34l1Zt/L5XKh9Zds08qVbA0z35xMLBajtLT0VXpFF8+rIijZP2q2VqJpGv39/QwNDbFs2TKWLFmyKH/47Brg8wnKxaa45rIQXV6O49Dc3ExPTw/r16+nuLj4rP9+Pj8v0f60SnP485H5y7G3/w768/+ixMT0I4vXY2/+EPpTf60OP03HKd+Ms+Zu8h/4A8zEIGkryXTJBpbc8lF8T/+VOpgyCZzqa5WF/VN/rR6zkjjLb0PmL0d/5rMwNYBAYtfepLy+9vw9nKl/TPpqCXtz0Q9+V9m6mwHsyquQ3gi5w/vRkyPgi+AUrEB6o+jde1Uk4gmoxwIF6N37lYuvNwe7eB0yUoHWs1/Nv/hy1erc3KV49nwWcM5EIm/CyV+B96n/B4ZXzY6svAMndwnep/4f0pej5j9W340MFWE+/f9wPBGsjINc83akJ4DZeL9qsdZ0MuvfAziYjfch7LRqRd7wPkRqCvPoDxBWAnnG7VdM9ytrezuOX0i0q36P3ZFCPE/sR09PkbZtTgavwnnmh6xo+xGe+IiKEmrfgDZQj3Hyl2pOJFiIXbmT0MRpAn37zsyYFOJU7FCW9X0H/7tOUrEdbbIHfaAJkYmfWe61CxEfRhs8ipQO+POxl92MiI+iDTYhDT/SEyaz6m2I2BDaYCOOPw+B2gGjTfej9TfgBAsRjqVatMc7VI0lWIydTtJdcy91IyfR+44o+3wk6Z3/C32gQQ2aSol58L+wqq+96NrKhXCu+svw8DAA+/btu6T6yyvBfPb6r6VtjfAqpryy7cCpVIpYLMbIyAjbtm17WS+uhXrelzvsLyXFNZfL7SZLJpO8+OKLjI6OsmvXrpeICby8n5cYPIrW/JA67DUTp2onYqwd0f0CJEbBG8Gp3I6Y7FURRmpKzTpU7oTEKProSRzbgmAh+dvuwUhPwdAJ8AQhXIKz8naIDSIGj6tIJFqBs/E9KgIaPArhUmS4FHv7R1WkNNAIkXIIFNJS/jbM/sNniro5SH8e6d3/G+P0k0QmW5DCQAaLSO/6Q8wTD5zxknJwwmWkt/0OZsN30PsPI+w0TqiQzLp3Yx76GvrQUZXWCeZjLb8V88CX0EZPImJDahlXxU7Mg19GjHeqLqtQCU7ZFszG76ONtaJN9agBveIN6CcfQYx1oCVHSJp52CWb0E/vURPrVkr9bKWbz0QivarLLFKGU75jJjqRvlxktAqr5kb0zr1qyVaoVG2PXHUX3p59eNJjaJFSPGVrKL39f1ORPIFIjBEXQQYp5LCxmeTB+yGpNlE6xevIbHgvpb2PoFlx0L3YpZvIrHk7nv1fVEu2NB27bAuZFXfgee4f1LCjdLBLN2LV3DSzjEtkYtgl67DKd+B99u/UXpgzg6Z24Rq8ez+nrHWm+3DyV2HnLMHz4r+raHO6H6dgJU64DM/Br6BNDyBigyQjNWR8BZhHvoGY7kMkx9XXhQoxG+5DO9OkIX25kInheeov8f3y99B6L82I8Hxk6y+VlZWsXLkSgHXr1hEMBunr62Pfvn3s3buX5uZmBgcHF7Uz80I4V4TiprwukOHhYRoaGtA0jfLy8pm+9MXkXIf95aS45nI5Ka/h4WHq6+vPO2/zcs+hNampaWkGcMq34Gx8L/qj/1sVazUDp3IHzqo7MB7+IxXFAE7VLqwl15H40e/iSY5hSAtj2XUq/fPrv0DEVYrEWXUHMrcW48m/hNgQCHCW3YYMFGA89Tcw3Qe6D6f2RvCEzjQAqPSPs+QakCZG++MQGwQzhFO4Cqmb6B3PoaUncDwhZOEqpDesoo7kJNITxilahwwUqsfOzEg4lVcjoxUYnc8CAunPx6p7M05OLd62X6uJdb/AWnWnsqxvfUxFIppGZs29aotjy4NIfx5kEmTWvQepm5jHf6TWGtsGnYU3s8JOYh77ISDVJsZNv4VIDKtah5VGGoL0pt9CG2/HbH4QkYmrIcur/gB9sBGz5RdoqSkcoZHZ8hH07n3KAj85jhMwsJbfRni0Hu/Ac2pPfLCI9JrbKEycwtv5DE5ymKQ3j2FzKZ4TTxIdP4pmTyJDxdiVO9GGjqINNCCSk2fmTq5GGz2pvM2cDNKfr6Kd8Xa04ePKZDJYjLXyDhXZDB1HesOg5WGtfw/6me91AgUIAektHz6zofI4TrAYgUN62++iDzbNPAaSwdW/RaT/qFr45c8HTSd19Z9gdDyLPnpSrTww/aSu/TPMU49itCprds/+/yB5x1cv6fNyoWQL3tn5l5qamrPmX9rb22lqaiIcDs9EL9Fo9BWdW3m1rVcWgldNUNrb22lubmbVqlWMjY29Iqt5Yf4OrMtNcc3lUlJeUkpaW1tpb29n1apV57U/OJegiP4GtJ4DEB+BUDGyYjtitBUx1KwikUCBqp1M9iiXYOlAsIBk6XaOP/coKyfa0f0RMjZoK96kopiRkxAsBKHhrH8XYrQNMdwM4VI1Tb3jd9CGTiCGjkO4XM01XPNJtM69aIPHzkx6R7Cv+xTFP/8nzMmjqv03XEJq1x9iHv8x+sARLCATLEFs/R1V6xhsQjgZ7Eg5mfXvxrP/i+jDJ1StI6eaTN1tePZ9XlnDJMaxi9ZgVe5Wu96nev57FXHpFjUAOX5aLdkqWIldshHj2ANoY+0AOPl12CXr1V6TiW6kEDiRasZDS9VA4FQfUjOQkQqcsq0YDd9Wj3nDyHAJdvU1ePZ/Ec6s+5WhUqy6N+F57h8gPowTLFYmmGvuwfPUXypHgUABTtFarLXvxPPr/wNWQkWPpZswt3+Yqof/EN1jgojglO1guOKNVOz7C7Az2FJjOrqKZOl1FD31SYSVAk3DLt+OVXMD/l9+DGHFwbawy7dhlW3D/6vfVysK7DRW1bXY+SvxP/KHKrJxLKxlt+FEK/E9+kdoiTEkYC17oxrGfPbv0RKjSKFj1d6E9IbwPv0VtPgIUjexa27EFjplXQ+ixYaRpk91AQods+E7iOkB1cpdsgmEpowsY4M4njDSm4OY6MLz/D8pB4Qdn8ApWn1Rn5/zMd/d/3z1l6w9zLFjx2bqL9kU2WL7j70ak/ILzasmKAUFBTN/pOnp6Vdk8RW8VFAWY6Pixaa80uk0DQ0NxONxduzYQSQSOe/3nKuGor/4n2oPue5Rsx51t2H88hOI+KgShNrrcKp2Y/zqDyE1AXaGWPFN7O9MsKnvhwS1DE5ymqHCaymOVGA8/ufKcRYNZ+VbkN4oxrP/BNMDYPhxlt8CmoHWcJ9qAPCGVXTiOGjND6qajS+CLNkA0qJgogGRHAVfFLtgNWimGjBMTWEbfhJ5q/F7Q6ronomrjq2qq5HBQtUSDMhgAVbdm5GhUmWxYvjU7Miae5C+HPTTTyG9ucqxd+27kIYPo+0xnEABWiZGetMHENLCPPWrMxb4Fuktv4VIjmG2/AKpm6AZTK37EIGOHsy+X5yxbDFJb/0dtKEmzFMPg5UCzSC96X+gd+3FaH1UDUpqOpn178ZofUztdklN4mjK7t44+SuM9ifRkpM4oWKsZW/EOPUIRscetNgQTrhUmUy2PobRvQ8SY8hIKWbdTaw2e/FmurDtaTL+QoYi65jYcz+5PfXgpHEChSQrrsHsPYA23KxsdoKFWHW3qzmUkVPqZzvzu8pa5UtvBEw/mU0fUGaXo604wQIVjW37n6rxYKxNRSKaTvqq38c4vQcx1q4GTTWd5NV/Qmjfd/AmB3AC+aB7SF73F5jHfqTSgt4o0hcldd3/wWj6PtpUn6rZBApI7/4kZsN3Mbr2gtAwj3yT1Bs/C46tdvZcQrvxXC6kZdjr9VJSUkJJSclZ9ZexsTFOnz59yfMvF8pcQXmtrf+FV7GGEolEZn5Rr8SekizZ57Jtm6amJo4fP86GDRsWtD35YlJe4+PjPP/88+i6zs6dOy9ITM71HKLvCIychOTEmZrIVYjRU4jRNpA2BPNxqq+B0Vb1jxkgZeZQnyyjLl8jag1DsBArXM5A6Y2IoRNqsDFUBpEyZQo5UI8YPQWRMggVYV/9SbTO59XXBfJVcfb6T6GdfAgx3HKmvlCBffUn0RvuJxzvAgRTZiFPZdYz/Iu/xO5txLEyJANljNW+Fc++z6ONtaoII1qBtfxNaqp7okvtEwmVYVXtxvPsZ9Fi/YipPpxIGXbpZjz7/wNtogttqgsZqcQuWY9Z/y3EeIfK/UcqcYrXYRz9saqnpKeQ0UqcwjUYzcrGHsdGRirJFK2jaPyQurs2/cicJdhlWzDankBMD6nJ9rxl2DXXY7Q/odYkBwpxitdjLbsVvf3XkBjD8edjl23GWvEWjJZfnknZRbHLd2CtuAPj6A/V3hlvGLtqN9bKOzGOfFMt3vIEsauuwVp2K54DXwKhIzWDTOVuyq95H1sSz+DxeEHXGYysZW9XmtTjn8HKpJF2hkzl1Ti5tXgP/CfCTiDSMeyqa86sXv6KssVPjGBV7VadWIe/jkhPIWLDWJVXn7GA+TZaalLVWKquRqSnMRvvU48lx7GrrkGLDZHf8UuM9JR6jupr1TDmmeVeOBZ29TWIiS7Moz9Urc2arh6b7FH2MfFhcNJIfx56z378P3wn/h+/VxmJXiYXO3s2u/6yfv16rrnmGtavX79o9ZfsnMx8cyiLtf53MbgimrINw5iZkl9sdF0nHo+zd+9epqen2bVr18xu54XiQlJeUko6OjrYv38/1dXVbNy48aIM8V4iKJmEmv9ITSnX3WU345RuUl1XqUmVJll6MzJvGcbzn1NLoyYG6PGvYuWWqylt/xEkRmC6n1TJFmypoR/8KsSHID6EU7Fd+Tcd/o6KTpITOOVb1UrgYz9RcyKOjSzfAskJtFOPq7qL7kGWbgQrheh8HtOOkZQmQ94lrFu3nuL0aYSVICG99Pjq6Bsaw27fg5P1jaq7HekJonftQ5oBdce95l5l2dK1F8ebiwzkk9nwfpA2RudzOIFCpC+X9OYPqzmIjj0qDeWNkNr2O8r/quNpVTcw/aS2fwJtpBmjQxlKCsNLaucf4O0/QMFEvRJjoZHe8XGM9l+jd+5RNi5I0ls+oowiO59Dy8RA2mTWvVO1MXftRUtPK+v9lXeohoK+Q2hn6lvWsjdiNnwbfbARLT6I9EaV8/KRb6odMLF+pD8Xq/ZGzMb70UaaEclRUmYOyYprMY/9CG2kBT09jRYpJX/X+7k2d5hIug/hZIjpUV6MVzLw5Jdwhk8h0ZGRCjJr7lWuw+Mdan1wzhJlKHnyl4iJLhxfHjJaSWbrR5Xdy2S3+p2Gy5S9TfPP1OBloBAZKiZ19Z9gHn8AIzmK5clBhktIXfOnGGeEw/FGcSLlpHZ9ErPxe4jkBNITQkarSO/4BJ76byHSMVXzy6khvfWjGAf/C22sDW30FEbzgyClsg9KjF3SZ/Jyhxo1TSMajb5k/kXTtJn5l/3799Pa2sro6OhF3yBnv/61XkN51QRldi7ylYxQ0uk0bW1tl9XFdT7Ol/KyLIv6+nra2trYunXrJXW2ze3yEr0HEWOnwbEgWIBTfTVisAkx1gFGAMIlyOW3IAaakCNtTEkfSX8xJbf8PpHpNsRYG4TLkNFKptd+gPDECcT4aQiXQbgE+5o/Qet4Rn2og+pwsa/7U/TmhxDjneqwz6vB3v2H6PXfUUORmoEsqMPe/j/RX/gP5EgrSId4sJLS2/+EgqYv400OYgobX8VaYtU3sbLrPrTpQWRsmBEnTHOmFPnopxDxIXWIRauxSzfiff6fVRvrVK+aCSlYhefFLyKmelRnUu4SnII6zENfRUx2qdbj3BqcvGUYDfer4U4riZNbi5NXi3H8p6oTS2jYuUtx8uvwtT2GNz2BNIOq7lK8TqW14qPKrqR0M3b5VvVYckJFIlVqja9+6mHIJHF8uaq+ULkL48TPkY6thGPpTWox2NEfIjVT7VhZerNyLW68H+kJghnCWnYrduE6zKb7VXrO8DGYvx0rugSz8X6kGUTqHtWMECjEe/yHCMOHbhh4Nr2DNRs3Uz7yLFKClU7S4l1PW/NRaPqxci9IT5NZeRdabECJjJVCJMfIrLoLbaQF49SvEFYSkRwns/pu9IF6NaiYiSsX6NV3Y3Q+o/zSrDiakySz6m0YbY9jtj+hoh3HVq7IbY9inH4KkZ4CTceqezPGqYeV91pyAql7serejHnqVxg9LyISqrYqI+WYDd/B/9MPEXjg/WgDDRf9mVzoKfls/WX58uXs2LGD3bt3U1lZSSqV4tixY+zZs4fDhw/T0dHB1NTUeWvE2fPitZ7yetWtV0D9Ehc7Qsl2cU1NTVFaWsqKFSsW7bnmW4CVZXp6msOHD+P1etm1a9clD2+eFaFMD6A//y/K5RWJveItyFAJxsOfVPsrAHvd28HwYT/3bzjTw/gND2LTvUjhoB/+JiI+hrTSyHXvQE+OUNb/GCI1rPZhLLsZMX4arfEHZzb95SGrdqqUUctDMzs3ZPl2xHQfWsezKvfvz1Fpt8QY9um9yNg4GT2EseKNGDKF3n/4zLrffKy6N+GLOUSnT2EGIiCiyPXvxbTjaD2HmMbE0AwGy24jNNyFv++wmoewM6S3/jZiqge975DqQnIs0js+gTZyEr3/8Mw8RHLXJzH6DqP3H1EHtuEldfX/VsOT/fVqcZQnSPrqP8Fs+QX6UAMSB8wA6as+oaKE/nq1sySQT3rTB/Ec/Ar64FE1d+LPVS28L3wBfbgZkZ7EiVSSqXsznuf/WaXxUlPYOUuwlt6C95m/VWm8TBw7txZr6c14n/07tKkehJXCyVVW+d59/4wY70BIGyd3GUO5W1jT+BW08Q6kAJlbi1X7RjwHv6Q80ISuHlt2K+EDX8KM9SA1Eyd/GdGd78e373MYUz2kNYOkr5gOzxpqX/yKGtD0BJXd/eq78f36U0pkvWGcUBmZde/C9+gn1TIuX64yo1z/XnwPfQISY2TMMOlwFax/D75f/K5yLfDlYBesIrPuXfh/9j9Uus8MYxdvILP6Hvw//aBqxTYDOGVbyKy8A/+P36O2hxo+nPJtZJbfTuD79yISwyB09M7ncHJqMDqfxQmX4pRsPO/nZbGXa11o/SVbg5l7I2tZ1sxMXpZEIoHjOK+plNcVISjZSfnFYnYXV3Fx8aIPM81dgJUl2wBQXV09YxdxOc+RFRTR8ZyyWNE9qo6x/Ga07hcQE51qT4g3gr3qTob33kfuaDtGpBw9GMXa+hG0xu8r25VQCdIXxt79h/ie/EfM1Jiapo9UYF/9h+jP/6sarvNGkIUrsXd+Av2pv1UT14YXWbQWe+tHMB77M5geBE3DKd2Ite6dJH/8P/FM9uHVNUbDtVD9BiK//r+IxDhk4tilW7AqdlL1sz/ASE8iUhms6usI1G4n76n/i04c6dhMF21lREbxP/lZ7FgfQmgkSrdh+QoJ7/krtNig6jiq2IkM5KtZijPNA3blDvBFMPd8W9VSvGGcwjVIb1gNIsYGwBPGKdmg2olP/ByRHCOl+6F8q7KAOfkrdSftjWItuQ4ZLEFv+zWkYzj+PNUoEC7FaPu1atf15SrLlkg5RutjSM0AXw7W6ruQoWKMtseRZgB0E2vNPeCJoLc/oSIRPUFm3TuQuoHe/rRqbbYSpNe/C9Gbxt+zF8efi7BTpDe8HxLD6J3PIr054FikN30IbaJTuTGbQVR67qPkJLvwTRwDjw+PEIxv+SihkQb03sPYtoNMJ+ldci/RY79A6z+izC3tDOkdH8c8/lP0viNquZadJr3tdzGbvoc+2ICwkwhdZ3jZvZQd+foZkVVCkdn0QTz7v4Q20nJmyDKfzIb3qq2QY22qkSFYSGbdO/E+/09oE50qBRYsIrP2HcpPbKpHuSCESnCK1+P99acwuvcqb7eb/g67YsfLfl5eSR+v+fzHpqamGB0dpb+/n5aWFnw+31kF/nM5DQNuhHIhvFIpr7ldXIu9nhfO9gzLpr9OnDhBX18fGzZsWJCaTbbLSwwewzj0NRWdaAb2mntUPeXIt8/s0kiRXvsumvc/QfWpn+MXabCmcJa/EzF0DP3oD1VqwS+Qy+9F9Own0PYQwpoEGUDWXo/oOYB24sEz+zWKcaquVu3Jp58+s+mvAGfJ1Yiho4jeg6pmE8jHqrqG5ud/wbKhY3gNDeHPZ7jgKkom2hFDx5BCzUNk1t6LPnISc6od2wii+QJYmz+EPnICbaRZRSKAce3/Ys1EBx6GsUPFWLbD0cK3Yj79PVYPNJExc9ENg+TV/xvzzGIr6c9Tkch1n1YpnYkupCcEvlxS1/05xvEH1Npd3YMMFqk25obvok2q5oGUGcXZ+jt4Dn5ZDTZKRx1+G96HZ9/n0Ca7EXYSx19FZtVdanAwPohIT2MX1GEtuxXvE3+BSI6qSKRglRowfFItI9PsjGp3rroG7zN/rWziHftMC/QufE/9JVpc+ZjZxeuwy7ax/MU/QE8OI9CwS9bjlG7C++v/owwbhY5dvAG7eB2+R/9YPaZ7sIvX4xStwv/Q7ytDSd2HU7qBUO1WCn/5e2j2ONL0E89bzagoIG//X0JygIwRJJW3jkywnOiez6hiujeMXbkbmbsE85m/PbMWOcJ47kYyoXKMA19GpCfV7vmaG5HhMownP61EwhvBWn4rMliM2fJLRCapHK7r3oz052GcfFjtivGGyax8K9Ibxjil5lWkJ4y16i6k7lFNENJBODbaaKtqRW5+UC0OW//ul3SGvZrGkNn6S7YGk51/GRsbm5l/CQQCSCkZHR2dmX+Znp5G07RXZJvlQnHFRCgLnfKaPag4+xBf7F0lcHaEkkgkOHLkCFJKdu7cedkW/LOfw7FtROuvYaIbvFHVxbXyzehHvgWTPWojohnhmVgtq0YfIiLiqpYSKsHe9lH0p/4SYmfSVdlax6N/Cpk4aT2AVroBe9tvY/zy95WRoBlElm/D2fR+jJ/9tnpM9+BU7sRZfRfGA/9DFd+FRrJkGy8Mh9l46vP4TRC2hV25k0ljGXUHvwDpuNr/vuQ6nOgSfI/+EdKKIaSDXXsNjjeKb8/foiXGkWISq+7NoBmYB7+ClhhD6B5Y/ibWrVqO57GvoNkxbCdDf2ALHXufZFPPN5DxIfCEsGuuR8QGMJvuV625vhxlQzLdf6bjaATHl4tVfTVielAVgROjOJ4oQzmbqIgNobc+jkhN4nhzsFa8GS02hHF6D1gJHH8+1tp70WKDqrXZziADhWTWvw9tqg+975DqzvLnk9n0IbSJDpV2M4Pg1ZWFyUgz+kADjjeKADU42F+PNnQMx5ernJd3fByj50XMeCe2NxddE6R2/n/op59GGzmJ9OWBgNTVf4zR+hjaeDvSnwPoJK/7c7USeLJLDRjqJqnrPo3Z9H01T2MEwBtC3PI3rG24H4P4mT0zIY6X3UPho58lONmPgY5tBEhs/zj+F/9DeYcJDemL0rvkHpYc/4aaa5Eg/Xlktvw2nj1/e+YxBxnIJ73xg0pQ07EzfmwFZNa/B9+jf6RujOy0ah5Y+058v/oD9Z6yEzi55SpN9tDH1NyNk8aJlGGVb8f/y99V0agZwIlWqiVgaeUwgNCuKKfh+eZfurq66Onp4fjx42QyGb7yla8QjUbx+XyLOqP3zDPP8A//8A8cPHiQvr4+HnjgAe68885Lvt4V8Rte6Ahlenr6nF1cr0QDQNajbHh4mP+fvbMOl+wqs/5v7yNl9966bu3u3n1bE0IIHkJg0MGCBAiBGRxmYHCHwWGwgQADgw2uCYEk7e7u3n1dS47t74/3VNVtSCAKme+Zw8M/K6ekq27td+/1rrXeDRs2UFNTw/Llyx+2YgJSUDKXt2Id/BkqKAh1tOgm9IUd6EO/RHkjBLl+9ruLmOOcYczgDvlRB0Wi2c9EH/o5+tgdqOKA/OCmPRl98Kfok3eh8z0E2iWach36wE9RZzaIiiuRJZr8WPThX6Iu7BRvS6oOM/Vx6KO3l2NcfLeOPd44ppgT1HgXZSGpaiWafSON/TuxB07JFMOasfjz/hH75J3o/lOEdjVeph1vySvFv9F/hijTjKkZi7f8nyRdd/AcUVWLKInWvA37yK9lcFS6GSs7htrnfJGF9nES3gCeVcWAyrI2cR0j675ClOsTdVHtBIor34iz61soL144G6biLXmVzF0JCuJhqZ/O6ZYn4mz+rCxgShM1zcSf/WzcdR+HsIgyEVHDDPwpT8Bd+xEIfVToyelk/CrcDZ+Q+7xhwqbZhC3zSWz8NPh5dKGPoGmOxOBv/ZLMI8n3ELQswFS14m7/KsobRud7CdqWYBJZnF3fxA7zWMV+gvZloB3JE/OGoDhAMHYFKvSkUBRFwhtMWI3O9+Ac/LFgYZFg0jWooXM4h35eXuyDyY9D9x7HPvILVHEAZTkw86nMa7aYkNuLG+aJtM256iUcv+eHcPR2mXdjp/Bn3khV/yGqurZLBI5bhT/nOVjnNmCd3xzPXanBn/8C7FN3Y1/cjvKHMYla/EUvxT5+u+SOBTlMqg5v6StxDv9CRgqEBUyqAW/ZLTj7f4DuPhInANTjdbxOTpS9x+QziAIIPdy730/6O9eT/OUtQkk+iqc1JhIJstks6XSaVatWsXTpUubPn8/u3bvJ5/O0trby3Oc+l69+9at0dnY+rK89MjLCggUL+MIXvvCwPN+jSuX1cFTiv5bF9bcoKKV/x4EDB5g1axZz5sx52P+YLRNQfWGtOLOTdZimGUQznoo6ejuM9FCwauhxx9PyuFto7d8pYYqpBqKxHURz/gF14CfgFzDJrBgg5z4Lvfu/AY1xq+jJziea9Uys7V8X46CbIZryOKJJj8Xa9lUJ9rMTRNOeKKm7274i1IqBU6m5jJu3mjHnfiXF1YSE058KiSpp9kcBys/jT30KKizi7P8hBHlsf5C+tqvRwxdxDv204pGY/lR090Hsw79Ae8OowgDB9Kdhn9+Efew3aG8IFeQJZt6Ac/L3ZM7+ETscIeHaJBc/l3nOKbKdm9GFfgp+xMnkXAY3fht9ei2qIFHvwbQnSyP+wtZ4GFeWwpQn0d69DuvSLij2yylm1jNErtu1Xxz76UaCuc/FOfA/Mk8+yBNlWvEXvgRn3w+xug9DJFlk/tJX4uz/Prr3mEi7q8fgd9yKu+c7qL4T0oSuHoO/4p9w9n4HNXCGyM0QVbfhrXi9TGccPIdnVxFmWvBWvxl397fQQxeJknUi4V39Npxdt4kLPVVLlGmmeNW/4uz6JpTUadXtFFe9GXfnN6A4gHGrpch2vBZn521QHMY4VUR1k/CWvAJn59cleNNJoVpm0/TktzFvZC2aiEjZ9DptrB8ZT8uJH0EYigCgZR7BjOtxtn8NUJI63LqAYPJ1uNu/KnSndgjbFkm6wY7/xFiuYO3LCFvm4+z6FsZKgrYJxnYQNkzF2fd9jJ0Uldi4VURVrTiHfoKxU6C0+GnsJM6B/0EVh7AubMe6sA178AxN529H9xx7WH+HD9dVEg0opaiqquKtb30r73vf+5g0aRI///nPmTt3Lv/1X//FkSNHHtbXffKTn8wHPvABnvGMZzwsz/eoOKHYtl029jzY6/4aFR+paYqlq1gssm3bNowxzJs3j/b29kfkderP/Z6qzm2yc8YQLnslete3UafXERUGiKKQ6qtvofnE/6BiJzq2QzT7mVibPifZT6WgyGlPwlr37+juw6iRS0TJei5nF2Gt/Qiq/yRq6BJkmmX+ycZPo3pOSO+kuo1o6hPFnd9zlDDXR86uo/mqm2g+/XNZJAMfkx1PNOtp6F3fJpW/LDLZ+kn4s26UnfTgeYxTRaFqPL3jn4K974flgMWofgreghfLApHrJko1EDVMxVv0MuwDP4lnqdcTNc/GW/hi7AP/A8UhjFtD2LqQcMELqD/1axwdoRLVqAkrieY+m5qj/4PveXjKpbd6FudrO7B33ibvzU4Rjl9DYexqJnTeLnSQnSSceDVB60Kc3d8GN4OxHIJJjyWsm4iz7/uCaZtgyuPkNHHwx7LQYQimPhED2Id/JYZFExBMvx5VHMQ6cQcojQpEcqsGzskMGEB5Ofw5z8PqPoR9dj2YCCfMkZv1PKzzW7DOykAx7Q3jL3opzqk7ZS5M5KP8Av7iV+Ac/AnWhR2osAiRj7/45bj7vo++tEdOYxi8RS/F3f1tdNcBVFiQvLNFN5HY/lXZ/fsFsBP4C19CYsvnsYbOYQUFdLKGzDX/zIrcH0h6PegwT5EEe1Mr8H79L6jhy1J4k1n8hS8l+cd3o/I9MVaLv/hlJP/wTlS+D+UNEaXq8RbeJHH6xX7B0g2Vxxb640LeLO/v7vdVsKpW/AUvJnnPB+WEle/F2Gkit5qJW97N2INfIfnLV0u69qPsuq+k4aqqKlatWsW//du/cffdd7NmzZq/0zu8f9fftaCUTikPZvDV6OsvUVx/ej2SEuW+vj42bNiA4zgkEolHrpk20kXNxbXY3iAmVUs0fhWmZR7hgV/gD4u5zJ33NJyJHegjv4FQJhhGM5+GaVuIPvxLwMKkaglnPR3TMht9+JcYNw2JGrwZNzDiNKAP/1qSYRPVhPOeC4ka9NHfYdL1MhFwwT9KFtiR31IgSaRdEmtuJa2L6BN/wDgZlOVIses7gT61VnamJiLouAX74o44TsWgIp/LU59HzaX12Be2oiKhjvylr8Y58COsizvEIxEF+Itvxt35nzI4ys9jAG/Bi0Wu27VfwhltF3/e80ms/7gsiEVpEpsFz2PSsW+Q8btImhwq3UD/+CeSvvu9mP6zMNJN0a6hb+x1ZNd/kKTXh853i+Jo5o0k73oveviSCBmq2ghmPp3E2g+hhy+KAqxmHP6MG0ms/6jc5w9jaicQzHgaifUfE2d/WMTUTpIEgA2fQA93ggmJGqYRTHkCiU2fEgEEEDXNIph8reSTjXRhtMNAeiLFMStxS3NS7CRh6wLCsctxt35ZTl1OmrB9CWHbQtydX0cVxU8Tjl1B2DRT0gO8IYxbRTj+KkztBJzSKGKnimDy4zCZFuwD/yPKLDctRTFRjX3kl6igICe7GdeD5ZA68we0CYicDMx7Nm3NDdRc3kwUBvgqybn61XSdPSSScoOMDp73PFT/aZnGqTTGyUg4ZfeBuO9ki0ps4U1SPC/vBe0Itvjl2Cf+gNV5AGO5gi15pQRxdh/BaBfjZPA6bsE98COSQ6dQoY/K96MGz+Gu+zjp7z4NZ+uX4G+UI/iXrnuTNf9vm9YIj5ITSumo92AW+gcaN/9Qo+Xv7TLGcOrUKbZt28akSZNYsGDBIyqFtrZ8ieTAcZTxIVFLuOgmRn79LqLOwzj4uDVNmLnPxr7zPTIQqtgvZsfpT8G+/e2ooUsSc5FpwUx+HPbv/kWGJg1fxtSMJRi/htnnvosallgTUzuBaNwKrLs/hBq6KF6UuklEYzoI//AhGLqAG+WxW2aixizBWv8p2QUGBUzjdKLmuehNn5dMJwVe/XRM40ycHV8TFVI8hKlQNZ7GUzKZ0DhVhONXyUz4/T+Qcb3JGoLJjyWqHS9GxOIgJllLMPVJoiQ6+mvw88LLz3i6JCAfvwNMiEnUEsx+JsatEYWQtmSC4fzn0D52LC0jB9HJKoxbReeYJ3D22H702Y14OkloZ8jNfi568ALWhe0ywdCtxlv8MnT3YaxLu4kSWUyiGm/pK7EvbEF3HpD8KreKYsetWKfuksZ5Iotx0hTjQWG67yQmUQV2isKat+Ee+KHIuJ0M2EmKV79TJkIOXwI7CU6SA2OfT9W+b8l3qF2J0Ln6X3G2fEGc5NqRxXT1W3E3fkaieJTGJGrwVr4Bd/0nwB8BFCZZi7f8Vtx1H5X570pJ43zJq0jc/UEIfYmFybTgLXwpibs/AGEgWFUr3vwXkrjrfYBBmYgg00o477k07fwMltZYKkLVjSec9XRa9n6JMDKYsMiw28SFqvm4G/4dUJJkXT8Ff/xVuFu+ICqtsEjUOIOgdRHujv+M7ysSNc0maJyOs/e7oJR4dloXENWMxT7wIwBUWCRqX4JJ1mEf/jkGsKICYes81NAlidjvO4m78+vo3uOo/tPYx34nfcG/w/X/QzAkPEpUXvd38NXo675UXH/terh7KEEQsHfvXgYGBli6dCl1dXXAI0etqYu70cfuAH8E367GmnE9Rw4fYNK5DSQsUMlmOTlEPursRgwK0k2Ei18ChUHU+a3ifXDShEtfAcMXURd3Sqx7FBKseA12/wmyuZOYTAOYkGDlP6Mv7haXfaZJ4kXWvJWe7T+jrvMgJtWIZWuCa9+FPn4HuvcEJpkF7RBc9370wZ+i+s/KdEFcepa8kdY930UPXZLdZaoOb81bab7rszjFHoy2MOl68T5s+bzszAGTbIhVQx9G5fti1VAj/sKXiAmvMCAN8doJ+HP+geQdbwdvGBXkCRvGy7TC374Z/LxMIWyaQzDpOlK3vxn8HDryCVsW0LjsmYz93ZtRxsNEAYOZmey9rFm0/WO4xSEUEI7pIGqYQfL2t6C8YRQq5vTbSW78NMobFp5/wtWQzJZ3/2ibYOK1gBIazx+Rz2nqE9DFIezDPxfMcvGnPBU9dF7c6t4w2CmCqU+kZuA8iUt/jE8TKYIZ12Nd3Il96h7xdLhVBLOegXV2vQwo83OYRBXB3OdgH78d++KOuPBW489/Ifahn2F17pcNQLJGZtPv/S6692g8JrgWf8nNsvj2nxIsVY+37BYSWz6PjvPPPKea/nkvo2Hjv6OHL0khTzXir34T4/behu31AYYw3UjX3Jup3frp8nfrJ+rpnfNyGu9+n0T2QCzjfjPJez4g9GwJW/0WUn989yisheLKN5D8/b/IFEvAVLVSXP46+X5i1ZmXbiboeC2pX/+TNPBREoxZHCD12zdKTEz9FPLP/p4U77/hdV8F5eEU8vwtrkcF5QUPjIoqzVh/MFlcD2dBGRoaYsOGDQRBwKpVq8rFBB65gmKt+5jwwxhy6bFszo1j3KH/JK0DdFjE1E8hmvQYOZ14I7KLb5xG1L4Y+54PoYrDQpM0zyJqnI69/lMycGmkC9M2H6raSGz/Cm44ghrpxrQtAjeDtf1r8rq5HsLWJRw7epiaIz8kafLYwXA8nKsfa893odAv7udJV6MGzmLt+6E0uhX0NSzBGTiBdfCnMl3QcgmmXIfu3E/20jpsfwicDMGMp2Fd2I596m5UYQDcGoK5z8Y6sw7r3Caha5K1+AteJLEfF3fKwpluwF/0Cpyjv5Xxv6EnEt6OW3AO/Bir+4Aos9LNeMtfJ72EniOyg083S/N717ckhVc7FO1a3Ce8i+XsIlO8TGQlKDhZNqWuJXfnR1H9p4mcDFGmheLqt+Bu+5JMonSrMekmCqvfgrvli+jhy4JlmimueYsMxMp1y6yXqhbJudr6H0KlOVVENWPxOl4jqrNCHP9SNwlv0UuZdOk3QqU5aaKG6Xhzno2z4+tC/9lJoubZBNOeIiq2wMNYCaLWhQQTrsbZ811J8bUShO1LCduWSKPbGMHGriRsnIV94McYEKHF+DWy+z/8cwwarATBxGswiRrsY7/DKBssl+76pShjsE/dHSc2uwTTnoTK92Cf3VBpus+8gfZEnrrhw+AkwXLpHXsdw0fXoy7uIlQ2kbIZmvp0rLMbsbqE1sJO4M1/Ifbx29G9RzFWAuwk3uKX4xz8mZz2Yqy49NU4+76HHjgjmxbLpWfWTbg7vi49O+3KfStej7v1P6RQRr4kFwycIXHnO0l/53rsfd9/2H/D93b9/3JCeVRQXnD/3fIliquxsfFBZXE9XAXl/PnzbNq0iba2NpYuXYrrulf894djDPCfXnrnN2XWSXEIz63lZM0KpngHyeZOy66xupVo8cvQh3+F6jok9EV1O2HHa7AO/AzVcxTjxOm/q96Ite9/pHGeqMHUjCFY/WasfT/AGjhL0arG1LQRPOZfsfZ8DwYvYNINhJlmNlY/iaZzvyEdDWPSDZiadoLHvgtr17dlNn2yFuomElz1VvSOb4g02a3CNEzn/MRnU3Pwv8EvyuLXNBtv4U04O76GMoYoVgN5s5+Ns/0rsljZCcL2xfhTnoCz/atgJ8ByZPZH+zKcnd/AOKlYDbRSsrn2fEfiVZQmmLCGKFkvi2TcJA8nXYtRFvbRX2GsJCoKZM65N4R98k7QLiryOd+wSlJzz61HKRvb+OjFL2J+i6Z28BDGgCmOcCR7FT3bfiLGTmNQQR5vyc04x34nM2Ew4mrvuFVUYt2Hpf8U+Xgr/hlnx9fRfXEqtAklNHHrlyRPLY5x91a8Dnfjp0l6PagolOj8jtfJrJKRTnGw20m8Za/BXftBdK4HIk/iZJbdQuKu98p3ERZjeu4WEn94p2w8wiImmcVbfDPJ379d8rvCopxEFr+MxJ3vQAWemDjTjfjzXyRekjDGMs2cb76W+h2fgcAXV3vNGPyZTyex4ZMipw4KhLXjCaY8QWitGIvqJlGz8AamdN2OZSKsyCeXGcehkWrUtq9jQh8VFPHrphE2zsDZ/wMIw/IpM6ppxz78U4gEC1oWQjIrFGgUokKPgZpZoC2sE7+PDZEewbiV4OewTt0j35mfkzTpk3dJxH7PMRLrPw75PvTlvdgHf/ygwyn/2vX3KiilFJFdu3YBMqdq165dnDlz5kE936OmoPy1hf7hipt/qAWl9D4OHTrEwoUL7zNC5WHv1Qycx9r2NYydJjSKi+nZBLWTaT3/a4ydQAHRlMfLPJA93wPLkWFS058CROiDPwUUyssRzbpRRrke/Y384IqDRHOfIyqv4xIb4oQ5/LnPQ59Zjzq9VpqwxWEOV61iqrefxuEjqCAvFNPil2Lt+jb6/FY5JRhDuOglWFu/jL60B7ycGCAXvpBxJ79PYuBEuSHsz3u+5Ff1ncLyhwjsKjG03fUe9NBFdKGPKFWPP/f5pP7wb+iRLlS+nyjdhD/3uSTvepdghX6i6laJ6rjnA+hclwQ2Vo8hmP0cEus+LJg3QpSdgD/7GSTXfxSV6xapb90U/BlPI7Hh34VKiXyCuil01S0isfmzMZViiJpmE45fTfXur0lMjGVD+yLq5jyWttM/RRcHCYyir2oa54tpnJ23SUPccoUSSzfF9NcQxkoQTrwG7CTOoZ8IhRXTWoQeztHfCIUV01pqpBvnxB+wozjSZPaz0P0nsM9uEFmvW4U//x9lfvuF7RAWMG4V3sKXYJ1ei9W5V4qJW4236GU4R36B1XNEIuPdarylr8LZ/z10/0nxebjVFDtulTG/A2fFhJjI4q34Z9ytX5CRvibCJLIUV72JyWe+h53vAipYYt3HULkuwEi/ZvVbSa6NI3tirLjmrTGt1QfKYFJ16Me/h6U9P8UNh8Xo6VSzteZJcPs75MSKwSTrKa5+C8l7PhynbINJNeKtej2JtR+RYWIKTLqJU+OfRfPeL4tgQwl15i19tcTzBPkYa8VbeBPuls8LFuQwVhLddYjUj19M8o5/IfWzl0mBf5iv+yooj3TS8LZt21i0aBGLFi0C4I1vfCOLFi3iXe9614N6vv8VlNdDobj+9CpRUQ/G85LL5di8eTNDQ0OsWrXqL44JflhPKN4I9p3/BgNniUa6yTmN6HnPZNqZ76IGzslClJXGp7X2I9LUDYT+Cmdej7X245Kui8E0ziCc/mSsDZ+UxrnlYprniCR40+fjyXoZBtKTCCY+BmvrV1G5bgI7TVdyCnULn0rrud/IApsQD4tpmYve8z2ZCJnMEk19HKZuMvrAT2OuvoZoxlMxmRYaOjfIDzJRQzDzaRgnjX3yj4AmtDP0jL0OwgLWmfUYK4FxMvjzno8avoC+sI3ISccL54vQXQfRl/aIWTFRhbfo5djnNoryx62WXXjHLVgn7sDqPYZxazCJaoor/hnn4E8kXDFRI43zeMiTHjyPcarlM+h4IxMv/w5GOiUlwElTeMy/4W77kkzEdFKQqKJ4zb/RePBb2MEwykmjMw0MLX8jjQdvwxQGCbApWtWcn/pCnI2fBi8njfPqVrylr8bd9GkZ1qVkIqS/8CW4mz+HiXxQNlHtJAmd3PIFjIkwaMK6qQTTr8fd9mURKSmbqHEmwcTH4mz/mlBTyiJqnkc4Zinu7m9LlpiyCNsWidLrwP8INYVFOGaZeDoO/1LoIBTh+NXgpLBP3lkeOhZOvAZCT0YCWK70iaZch851Uzt4iEjH2PSnovtPSiJA6b6Zz8C6uEsECzH95c95Ls7pdSJYsBzQjsjEj/5Ggi4tV0ywy1/NUusI6WI3kbKJlMX+uscz8sdPw5CEX6Jdiiv+SZRuca4blktx1ZuYcPoHWIXeCnbVv5BY/zGhYmOscPW/klj7IaEdtQNWgsJVbyd517tFAGFCmfA5eJbUD59P5stLcXZ+42H5id9XltcjfUK55pprykG2o/9/2223Pajne9ScUO6L8nqoFNefXpZllT+0B3J1dnayYcMGamtrWb58+V99Hw9nD0Uf+iWc3UyBFJGdxn3MP1OdO0PV0HFMqg7cDMHq16PPbkR1HcQksignRXD129BHfydNcieDsZIE17wTa9/3Uf3nwErIjviad6K3/ScMXQDLBifNwbZ/wNn0ORjuJIoMRZUk+fh30HLw67KTxIjseMWtWHd9AOVVojWipa/EvvPfZDcY+VDVTDT/BYJFHioqElW34c94Osm73y9yziCHV9VGX+MyEus/gQo98SA0TCVsXybR9EFRph82zSJsmoW76zZUWEQVBwlbFkjM+b4fiDO9OEjYtgTjZsQkGRRQ/hDhuFWo0MM++tvYwT5CMOlaVK5TClsoMR/BtKfg9J2gYUBCDlXoSaP73Gasc1tRoQcmwp/7XOxjv5MeTlgEIFj4Qlo776Fm+BQWAZbt0Df1H3B3fxu6DkNYJFQ2fTOeh73ty+j+M0IvOSm8pa/E3fhp9NBFwdwMfsctEpA40o0KCwRWivziV5G4690igw0lD8tbdquIE4rDgiVr8TpuJfn7d0rUTVAQCmvpq0j+4V1iHA0KmEwD3uJXkLj7fbFgoUBU1YI//8Uk1n4U/IJQU5kWvNnPIrHxk/J5BgUxbE6/AXfL59HGQ4dFoprxBJMfh7v9q0KJBZ4UxXErcfZ8WwQjQZGwfipB81zs/T+AKJDTbtMsTO147EM/rWAt8zDJetwTvwMToU2AGbOUiVOm0tC3A2UiVOTTlZ7OpbMnY2lyiAp9gvFXoXJd1A4cACLBJl2H7j0mhlUjmD/1yViX94o4ASPy9JlPxzm3Cd1zVH6IQZFg+vUkNn9B+niFftxNnwEvh33wxzLCuP/0g/qNB0Fwr8O1/jfNQoFHUUH5UyrqkZqo+EA9L1EUcfjwYXbv3s2cOXOYPXv2/XofDxvldXEP0bpPQb6fRDSCNXYJuqadmoPflR1xYYCofTFYLtbOb4nSyc8RjVuB8kaw9n5PmuQmxEy6RmLeD/xUHNKWTTTtiajuQ1hHfy0NfCtJNPMG6kaOyXjd4gCBncZZ+iKqLm1Cn90ExUFxXC98CfrAT9EXd4u7Ol0fGyy/JfPqvRFINRCueB3W1i+jek+gI48g0UC46vUktn4hboYGmEwLnTNvYsyx78T0SkRU1UpxxetJbPg4eugcKBVj/0xi/UdRwxclqr26DW/560is+6jErVsOprodr+NWoVxGuqQxXT0Gb8nN8sPP9wiWHYc//wUkNn5adqt2kqhuMv7MG6ne/RWccESMjo0zCSZdG8ehDIn3o2UBYdtinF3fklh2O0UwZilR7STc/T+QGfF2inDi1dSNmUJb70ZsAoydor95OZcvXsI6+ltMUJRm/+QnoHK92GfWxv2QFMHMG9G9x7EubBfKyU5xpuEq7Es7sDr3Sc/FTuEveCH2idvRPYeBCOw0/uKXYR/4oVBYGLDTFJe8CnfnbXH4JeBkKC5/rXwXw5ek7+Zk8Fa+HnfTv6NynTKG162muPpNJNd/TFRYSgu26i0k134w3mRoIrea4pq3krj7A0JNKVFSFde8jdTd7xXFlVJCia15G6m1HxQFmxIJc3HVm4Wu8nOIrLmO4so3kFj/MfDzgqXqKXbcSmbr59FhAdCYdCNq9WsZd+r76KiIQVG0s5xofBzOlv9AG18eW9WKP/c5uNv/U8YQoKV/OONpUvAjX/4d2fFy2tv3/RiDqHYSYftSnIM/ESwoYtJN2Ed+SfKOt+Nu+Q+J6DdG+i49x+63x+XeTij/15R/CNfogMiHk+L60+uBFJSS672rq4uVK1fS1tZ2v1/n4TihhPkhhn/3IVENpepQ1a1ywth5G9ZIJ55dhalqJnjsu7F2fEOO5claTHYswdVvR2//T6Gm3GpomEKw4laJTfFGwE5JDP2iF2Nti39cVgLTvohw9jOY3P17gsDHaBdrwgrU1Mejd32r3CQ341cStcxF7/0BJlbqRBOvxmSa0Id+IT4KyyWcep24wI/fIU1y7TA89hpRhJ1ZL8m/2saf9XQSw+eo6j8Q32cTzH0u1sWd6M79InVWljjkT/5RVFhWCqU0xWW34hz6mUwgtJMoFMXVb8HZ819lWg+lKV79r7jbvyycvrYlIPHqd+Ju+Zw0W5UlycRXvZ3Ehk+ANySyayctCq51H4tnzihI1MhUx3UfiRcmIFmHt+wW3HUfxUTytxxlmvEWvYzE+o9XTsU17aTW3MKsyz9FWzZKKQqJZnYFk9HrP0lkhAoOaifKBMftX5H3C0QN0+lNTyW5/7tCywBh81zCuqk4B38SU1gQtC0iSjfiHPtd+b5g7HKUZWGfvkcwpfDHXyUbj3Nbylgw5TrU4HmsS3sq9017MlbnAXTXgTLmzXomdjyDvoTlZj5bctgGTseYhb/oJpxDP0UNXijTbt7SV8f+msuClQQG278ipk5tg2VTXPVGEps+E4dQWmDZQkNt+Lj8bSv5HgtXvYP6bZ/G8kdA2SjLZWDl2xh/4ItofxiDRaRsTs9+Dc7v/xWCXPx9uxSueQ/JO99xBVa85j0k//BO2RSgwU5QuOZdJP74LoiLGHaSwpq3k7jrvfJ3EfmoXBe6cz+Zb15H+jtPJfGHd96/3/q99FD+t01rhEdZDyUMw4ed4rq317w//Y3e3l42bNhAIpFgxYoVD3in8FB7KPl8nnO/+DCZ7l3YKsIK80SLXoJ1/Hb0OXGSW1FAuPSVWHu+g764S3h4ExEueyXWli+jOw9C4GEsW2aVrP8Uqvdk3MBNEy15BfZdH5T+SmnO+aKbCH75FtxgCDcqoKqaiBa/RAyRhUGJJU83Ec5/Afad7xLJcWFAYljmPgv7LkmWVcV+mdU+8wasdR+XUMLiIPl0O0NtK7E3fVb8G94QUcN0wvYOGo//CCsoyEzyptmETTNx935HpgP6BcKWBVDVEvs3cqioSDi2Aywndm/nRa018WpUoV8mCwZ5AIKpT0T3ncKOBQYoLdLkS7uwz22W2R3alvG4p+7BurwbHRSJtIu/4IVxA/uwUEROEm/xy3B3/xe6/3TZNe513CJzP4YuyPO5VXgdrxUKb6RL7ovNhcl73i+RIUFBKMpr30FH309xwjw68vCsDNurHo/57dtQxWHxiKTqyHe8jjkX/htVprAa8Ja/luTaD8UUluya/SWvJLHuY2XPjcm0SJrAxs8IXRV6RFVtBHOejbvlPyCMseoxBFOfjLvz6zH95xFlJxBMuApn73/Lohn5RPVTCVvn4Rz4nzI2mBxHmB2Hc/gXQldFPmHzXJkvc/x2oaGigLBtEWiNffqeCjamA7xhSU4wkXyPE65CD57HurgTiS8OCSY/HrvrUFk5hwnxpz0F++I28c2UsJnPoK5nB8ncBQAUET0Tn0b1mTuwhgTDRPRMeSbW3u9J+GmMeUtehbvn27FwAMBQXP5PJHZ8rexzAUNx5RtJbP2inLpQ8tjlrxM/zEinCCsO/BgKAyR++wZS/30j1sk/3uvv/f9kww/zpbWmq6vrYae47u36S0ovYwwnT55k+/btTJkyhfnz5/9Zxs79fY0He0Lp7u7m0G+/xoQLPycRii8jGruCqGmWzHkv9BO5VXTXzofqFqzd/w1xmms4/clgJbAO/lTc0Ilqolk3inHv+O3ihk5kieY/HzVwFn06plcSWfwFL+Lyzt+Q7N4bq3dqCJe+An3iD6jLe4XmSNQQLr8FfeB/UN2HRE2WyBKs+mesHd9C9R0HKwHJOoLVb8Ta8qV4RHAKUnWcn/YSGg5+U1zzdjpW6rwJd9OnsPNdhFZCKI3VbyGx/t9j13wak66nuOpNMV3VF8+Xb8FbdivuJvHSGDtFlB0nC+eWz4vKJ6awghk3SDPdGxG/RdNsgonXSFPVL4DtErUtJGqZLwtn7N/orZ5BlB0nNEcostxw/FXgVmEf/524xu0k4aTHQVDEPnMPRBHYSYJpT0EPncO6sFWoDztJMPPp6As70Zf3IkNeElLETtwpiistO1+WvoyF+jDp/CWMUoTK4XDdtQTrv0ja65bvwk7JiWjz58VJryywUxRXvA53w8flxKq0nLBWvoHkug+jCn0VbNWbSN79vjhx2hL6a83bYmxIMLeK4upYheUNxVRXjK39cOy4Fxf+odZnUrPl0+VdvUlkhZ7c+Cn5u0MLrbX0FhKbPwthUbBUvZzitn8pPu0pKYpz/1ECLKOYrqpuxZ/xNJw936lgNWMJJz1WAkZLdFXtRMIxS3EO/UzSh1EMJ9txx8yjoXMjighQFLJT6A9S0jszIaAoNswitFys0/eIrBtF2L5ENnBnN1awsStQhT6sC9uQLBlDOG61/KYu7xEs8gnal5JY91GcAz/BuriT5G/fGD/HldefFpTS+N//TdMa4VFSUEZGRjh//jye5z3sFNe9XfdVUHzfL8+B7ujoYPz48Q96quKDobyMMRw/fpzd2zYxv/93uFFR1ECZJsJVb8Ba+1E5hWiLKNPCyZYnY93zUfkxKA3ZcYQLXoh1z0eQ1Uph6iYTznga1rpPgHYQpdd0wvEr0Zu/KIu/ifAbZ3GwB5rP/ArtJNFE+K2LMJlm9L7/kYiP0COcsAajNNax3wndEBQJp16HyvWhT90ji1BQIJz5NFTvMfT5rYBC+XnCuc+lun8fqf4jggUFigtegnUsToE1oE0Qx5R/XyZOGoOKQrwVr8fd8TWRqmLAGIqr3oCz6bPokW5ZxJXGW/lGEus/IXEjRBjtVqgpb0T+/U4Kb/lrSdz9wThcMxKJ7LLXkLjng/EiFBEls5xqfqJgxgiWbsCf+zyhv0SsLc3qGddLgzbOKotqxsiufvtXha4ykSx0rQtx9v23fBcmImycSVQ7AfvIL8r3ha3ziZJZEqf/CNpGYTDjV9DW2kq2bw8RGmNCumrm0Hf+KPrizpjWikRx1XsCq+tgmSbzp1+PdWmnDKIqYXOehXP6HvmMY8xb8CKcwz8XmlDL4lZccjPOvv9GDXfK9600heWvw93+lbiXYoPWFFa+gemXfxYXJxu0RfGqt5Nc/zFR/8VY4THvJLn2g/JdxBRW8Zp3k7jrPUIbKUsorGveQ/IP7xB6SVmiwnrMu0ne+c4Y0zH2TpJ/fJcUJ6WFrrr6HSTveq94cJQU6P2tz6Jm88fLhQgnhXnM25ly+jtoZC2IrCSHGp8q4wViytK4VRQX3yy+mbjomESNyIu3f7WCJWvxFrxACqCR5zOpevzZz5ICaALBLTf+u7nyurcsr7+Fyuvhvv7ulNeFCxfYsGEDVVVVZLPZR3w8L9z7Yj84OMiGDRuIoohVq1aRzWYf0ms8UL9LEATs3LmTc+fO8VjvDlK9B8EbBidFtPBFWNu+Kma44hAkaijMfxFTzv9EVCXFIVFcLXsV9t0flEFD/jAm3UjYcQvOXe9DjXTLKaaqlWD5LTh/fL8c6f0RgnQLu5IrmXHu+7jBEAR58m4T+Tn/iH3PR+SYHxYlv2v+87E3fBoKg+JVaJhGNON67C1flIFGxmCaZ2EmXoW9/evyb1Aa07YQ0zKHprO/Rft5DJruzFSOXujD2v9j8Vtom/76hZKoe+x3sfM7gT/1iahcF/bpu4X6sZMEs56B7jqMfWGrYE4Kf97zxUnfuS+mptKSwHv4lxIQGRal4bz01XEU/Fn5dzlVeMv/icTWL5SpCuNWM7T4tUy/8CNpOIcexq3BW/1WEus+EhsEPdmFX/V2kvd8SHbwoYdJ1VJc/TaSaz8szeXQw6TqKK55izy2jDXgrfhnEhs/GWMymMtb8koSmz4ru/rIx2Ra8ee/kJq9t6EiD4uQqHoM0exn0nTyp7FyziOfbKWzen6ZmiIK5HTWurDSSI4CosaZMpP9yK9lkYsCopZ5Qk2VdutRSNi+GIiwz2wAIjAh4Zjl6Fwv1oUdlGmoCY/B6j1Bbe5UBZvyBOl/9RwpY/70G3BO3SPSW4xsZGY/C/vob9CD5+WHYCL8BS/GOfBD1EhXGfMWv0JoqEKctWUMXsdrcbd/TSaExlhx5Rtxt3xe/u5irLDqzcy89BOUL/QnSlFY8y+yyQiKMabxHvtu5l/6YdzAB9DsbX8+6vZ3VPpkSlO85t1SxOJmPUpTfOz7pA8TFxiURfHa95G881+uwPLXf1FEDqOuko3h7+FDebivv2tBuXz5cpniGjNmzCMaKz/6+tPF/ty5c2zevJmxY8eyZMmSP3O9P5jrgZxQhoeHy8VsTfMwyeO/kWOxkyaa+nhMug59/A5J6nVShDOeio48Gob2x1ETKaJZ/wB9J9EXtsu8CCdNtOAfUee2SAZXKb9r0UvQR3+H6j4q6bNWioO11zLb300yd1Ga5G4Vx8feSHLvt6WR6mZEmrzmzbFXpVOez60iuPod2Bs+Jb4MO8Ye8045ERUGwBaqK1j9Jqx1/44VjBAqh7ydJey4hVndv0aHeULlMOI0cKJ2DXrT5zF+QfwHtZMIpz8FZ8fXhXLSjvgtxq7E2fsd2UlqR8IBG2fKwmkiwdqXEVU1Yx/7jZwwtEM4fg2omL8HydGa9FhUrgvr3BZAxdlaT8TpOUR25KTscrVDMOvpWKfvESWVskC7+HOeI56WvhPlnbQ3/0W4u29DDZ6Ld9IJUZdtFp+P3Jeg2PEaEus/Xtnp20mhiO75YNxwtgRb+QahobxBUBaBSlBY9Saad34aK5RdvXEy9Mx/FU27PydDqlCEdorOua8gue4jleZyopriiteR2PDv5eaySdRQXPrqK2moZC3eopeT2Pol2ekTh0bOfwHu7tsqWKaZYPrTcPd9D0W8W69uJ5j4GJyDPy5TTiY7nqhtIfaRX5UX2Kh+KlHd5HKAJ2iipllEyVrs02vL94WtC+R3e3ZThXIa04Eq9EsqcQkbvwY9cAarRDmhCCZdi+46SE3hbAWb8kSsC1vlOyth067HPnUXarDiEA9mPYPZ6jgprxIYebpuDSObbqv0XAB//gvkFFd20Rv8hTdJ9E1xqIx5Ha8hal/yZ7//0lo0uqBEUfR/PZQHejU3N7N69Wqam5v/JoOvSlfptcIwZO/evRw5coTFixczZcqUB01x/el1fwvKpUuX2LhxI21tbSyZPobkH98jC2dYwFS3ilnxrg9Lk9PPyw9z4tUkt/0HKgrF+d04jah1HvbO2yTOwh8happDVDMGa/+P4seOEI1ZCk4K68ivZXflDdNVPYtJ7Y1kLm6O78sRTX0CVYVLuBd3SNM0KBDOfib63Bb0pd1xI9UnXPhC9NFfoLoOlyNDwqU3Y+36FqrvZLwgGFGXbfkPaf6bCKMUZvU/0bT/69iFXpSJsJwEA/NfzswLP8LyhlAmxMfmWPsNWHe+RyiSKJDm97JXyxyM0BMsWUNx0UtJ3PMBWcCiQAIn5z2fxLqPSjGJApkFP/2puJs+CyjZmVe3SS9lx9dl8Y8Coux4otZFpI/8RFReUSCLX3aiLIhYEAWEzbMxyWrsU3fJ4h8FBG2LUSbEOr81xkKCcatQI50Sv64s2a1Pvg6r+0icIxZjM56GdX4zeuCMYBi8uc/DPvl7oaFi7GTTdSQO/kTUakoWIW/ZLbSd+xWOL70PpTQXp7+Y9PavSH8JDUrRv/h1JDZ8Kj45WqBF/ZZY9xGR5SotdNVj/o3k3e+LDZc6Hhn8LpJ/fHecSiyFsnD1O0jc/R5x26OkAF71dnlsmV5KU1z9ZhJrPyTUDwrcDMXlr5NokxKWqMJb+iopbDFmkln8BS/G3f7lCr2UqpNCvuu2Cr2UbsCfcb2czuIehck0EUy5DvfQj1GSTCbjr8etFOFA6b6adsLWBdjHflfBsuMJG6ZJMjWCRbWTaJ66kIaBUsGC4UQbF3pHpL8SY1HDDIy2JJa/hDXNwlvztntdA+6toORykjjxfz2UB/LiWpdnhjySc0r+9LIsi1wux6ZNmxgZGWHVqlU0NDQ87K/xlwpkFEUcOnSIffv2sWDBAqaNb8X5xS2oofNCw6SbCFa/EXuteCtkQWwmWPMm7Hs+gs71CLde1Uy46p+x7/mInBKUwlS3Ea54Dc7aj0HchDU1YwgXvSSmqwaI0BRSrWRXv4KqPd8QuspyMA1TiSZfy/hLt6P84dhJPxfTMhdr7/fjprZLNGYZpBuxDv5CuG8rQTTpMTLs6fidsjhZCZki2X9G/CtBgUgn6B//RJI9+9Gd+2PKKY03/4VkL64lkz8vxjUnTX7+S2i7cAf2yEXJXrKSXJj8PPSmL6JzXVJ43SqKK15PctNnZFcfBdIPWfXm2Ak9IFiihsLqt0rcSjwqVmI/3kZy3Ucl4TcuRMXVb5bmf5BHE4lIYMU/yUySoEBpDrq35GYSW78sdIgJhU6c93zcXd+oYDVj8Kc/BXff92SBNaH4GcatxDn0EymAJhSlW8N0nKO/rWCNsyFdX6GhTETQvAAw2Ofj3bqJCMcuR+W6YzWUYMHEx9CieqnJnwYMCkNP00pyh/+A6jlGiXIqTnsa9vHfi/cn7k35c58rMt/hy2XMW/ASnD3fqSifDHLq2vkNVEEoJwUUlr2mIn4AUCr+7D4XN+ZL2BtIbvzkKCpJUVj1JikwJUxbeKvfIpuCuKeBtiiufmtcnOLfl3aEYrxnFGYlRDhw9wcqTXArIYXtng9SWujlBPgmKahlLBX7nz5xBeat+CdSWz9f+RHbKcyaNzDh7E/KUKhdjrdej7v9K1fcl/+H797nWjB6WmPpyuVyAP9HeT3Y65GcH/Knl+/7HD9+nIaGBjo6Oh6RQVh/6YRSLBbZunUr3d3drFy5kuamRqwNn0Jf3C1UkuUSzn0O1tlNsvt30qJMWvwSrMO/Er+FkyLSNt6yW7D2fE92sLb4QcLVb8be9hXIdUvT3XIJHvOv2BvFbxFiEzkprMe/h+Tmz0pfRsdqrTVvwVr3caywIJ6TdCPh8tdgrfv3eGdqY2raiRa9BL3p8/LjVxambpKcprZ9NQ4ztGQs8cSr0bu+TRSGGKUp1E6lkJ2Ktf/H8mEoi6h9MSbdSNX59RgjXHM4biUJ16G6ZxdK26Bs8mNWYw1fwO3cTWQUBs1A+9VwYaf4I5T4GYKZT5c59X0nYo+Dgz/veTJrZOCcNKG1IzvfHV9DjVwWzE5QXHIziU2fFuOjsgi1I8a/dR+JFVJWOaU2eff7pRDHjd/iqjeSuPv9lYazk6IQx6+Lf6WkuHp9TEPFfoZ4ZoossDHlFM9WkRDF2ICXrCU/53lM6bq9gmUa8WfeiLv3u2WVk6luI5x0bdw3CQTLjqdq5mNp79tSpqZy6TGcHADrxJ0VeqlpFiaRxYrd5qBF5hsFcuoykWBjO1D5bqxLuyFWTXVWz8XqOyFy9RKVNPm6uJdyrIJNux7r7HpU/5ky5s/6B+mblXopKEkhOPjTUfSSwp//IqHX8r1lzFv0Mtxdt1V6KSi8Ja/A3fHVWIUml7fsFtytX4w/4/i3uPx1JDZ9ptIPARFxbPxkpYiBSITXfaRSsFDkrvoY3uYEPd478KIZgGJg5ceoOjqeruKHKIQLAMWxBW/n8ojB9yuvMfq6L8mwbdskEol7fcyj9XrUFJS/BeVVOhUMDQ3R0tLCzJkzHzFp8n0VlP7+/iv8LZlMBn3olxLoGBQkXLF1PlS1og/+XP74g4KcCJRGH/99nPDq0VU9FzV8WaImIh8iCYNUl3ahzu8oD0cK5z4bfeR3mMv75AShNWrJy7D3/QDVezzuQ9iEy24WR/vAORQRxnYJlt+CteHTIkGNAnCThMtfi3XXB8onAtwM4fJbsf/wvrLByySqCZa+EnXHuzCBJ0qaZC1dk26k9cBXpOhEvqimZj5T8qxMhCaU2I8pj5ehSpHIL6OaMThTHkPLhTtQgCbCqx5Lt2rAOfwLjJGpj17tFMJ0Q7yrRzwOzXMBFVMQQmEFYzpQ+V6hoUrYhGuweo/Fi59CmZCLtR3Y57egB84BWqip2f+AfeL38UKnpWm88CacAz+Od/AaMBSXvlriYYqDgiklru8tX4x38EoUUqvfTGLTp8pOcNmZv1V25kFRMMuhuOatZDZ+HF2iiGyX4qq3yG49ltvipGRBXPvhCuXkZih2vJbEho+PUiVlsVa9jpmdv4xltODZ1RxILcfZ9iVKRcKkGwhm3oi7+1sVrKqFYMoTxEUeY1FVG93Vs3EO/6yCZccTtswXKqmE1U2SNOiTf6xgDdMwmUassxsYTREZnRDJdQlrmQdBEX1pVxkL2xaj8j3orv2UilM4pgM9cFZELPHVXT2HsMcn7I7K5vVgwmMJLxbx+jKykQH8SY8nOFuk2NeCMbLI+1Ofin/aozAwDWOkv+rPfAbDZxdT6J9EMZrOYPA8/FnPIri4lCg3Cd+MYyh4DsPTbmRozNWcPHmSdevWsW3bNk6cOEF/f395fbi3glKKXXmk1qdH6vq7DtgafcQb7ZR/JK5CocDu3bvxfZ/m5uZHfHDNnxobjTGcPXuWw4cPM23aNCZMmIBSCnVhJ/bv3wn5XjlNpGoJltyMc/tboTgg7vWqZlFX3f424b4tF1M7gcvphbTtui2mnFxM0yyi1vnYd39IFic7SdS+hCjdiLXrv9CRL4GLkx4DoYc+dXfZWxFNfzKq7yT6wg7pD2iX/KSnkD6zQaLwTRiP/X0h+tDPUXE8Ck6aYOnLsXZ+U3b6xoCbJuh4Df7d/0662C8fgJshXP0G2jZ9GduPFTglumrjJyR+AwisNP6qN5Fc9xGhoaCcXJu86z2ooBTJUUu05k1MufMdYGQx9Z0aDmQfy9zNXwIjC3GUbsKf/wKSf/i3isehqo1g2lNI3vP+ip8hO55gzFKSozj9oG4KuWQr9vGfx5gmapmLcatwzqyr7OrHLBO3+YVRO/jxa9D9p6RgGZE0B5Mfj3Vhe2zAi7HpN2Cf/AO6X6gplBbl0+FfoIYvVrD5L8Td+z10SeWkFN6il8fjfQfLWHHpq3C3fik+EcVYx63SlxitaOp4rRTxslLJIlr9euZs/gKq1JdAc6j5eqav+3hlZ27FJ7a1H6lQSXaC4YWvYMaGj1awOJcsedd7KdNGbgZ/0ctEIlzqacRDvgSLfyvJWvw5zxEHeglLNeDPvFHyxkpYuolg6hOloJawTBPh5MfK+4tfJUw3c6LuXxh/GPAXUG39kHTtXgYmfxjv9ydQwXwy+udU1W9jcMKHKN55HO3PI239lur6dQy2v5viXSdR/hzS1lRqGn7PYOO/4K/tglBjrDqisQsZqLsef10XBIKZCbXwtBcxTUlRKBQK9PX10dvby969e4miiLq6OhKJBEop2RTFa+L/RoUXPMpOKMaYR0Tp1dPTw4YNG0ilUqxcuZJEIvGIK8pGGxtLzf9jx46xZMkSJk6cKH84+T6sP7wnjv2I6Zo1b8HeFNNQMb0SrHkT1vpPlGkTk6ghWPFPTL/4U0xQUeCES16BveEzcmpQGlPdSn7mM1EbvyALvdJQN4Fw2pOxdtyGSBm1jOltX4Le9yO5R2mGqycTVLWij90eexKUKFS0LSciLb6CaMIaVK4HdXGH0Gbawp94Lb2H7iE1eLKcUhvNfDr61N0khs+LWs1y8OY8G/fQz0RJZjkYbXO+/Ukkdt0W529JrIa3+BUSIZ/vldewXAk9XPdRoZy0DHgKr3oLCy7/CNsUMMoi0g57G6/H+sO7JYq8RFetegPJdR8S5ZOyhIZa/jqSG/697GcwiWqG572EqRd/VvYzmFQt/rx/xN35n7IQKy19rWlPEW9J6XOvaScYvxrn8M8peYSi2olEzbPKjnGUJmqYQZRpxj61tlx0ouZ5oG05TcVY2L4UCv1imDORKLgmXIXuO1GZq6I0waTrsC5sq8hylSaYfj3WyTtFcXZFwfq59OYA0PgLXoS7/wfoQk8Z8xa/jKm9f8DyS0olxZkxN6A3fj6eeCiYt+wWMju/ghUVy1ix47UkNn6m0g9BUVz+T7gbPzWKSlIy92XjJyuFCEVuxYfJbxhkKHgWkUkBmtzKj5HbEDDg30RoakBpRlZ+kpENSfq8WwlNAyibkZWfYXB9PT3eWwiiVtAO3Qs/QdPpGsKglogsBWc1Qyu/THFtP1FQQ6Rq8BIrGVrxFQprezBBFZGuxkt2MLTyPymu68X4GcFSSxlc+Q2KG7rBi0ArVI2LvWQq3qZu8CM5jNa4JK+fK7+n+Eomk7S1tTFnzhzWrFnD4sWLyWaz9Pf3k8/n2bhxI4cOHeJHP/oR58+f/5sUlC984QtMnDiRZDLJ8uXL2bJly0N6vr/7COBSZS650YMgeFhkuyCnghMnTnDixAlmzpzJ2LFjH9S44QdzlSivXC7Hrl270FqzatWqK/o19u/fKZEpoSdu63nPRR/5jZwIQl8kwotfirXzv1B9p2URczJEHbdgb/4clt8vdIVbJQGM62QYEEbi4fvn3ETqj+/HCvOicklmCTpeg3PX+2P+3kCqnmDxTTh/eI+8JgbSjVxqvZZpe78RY6KOiaY/CfuuD5YXBJMdTzRuBfbajwmFRUhQO4nTuSSTuzfLa4Y+pmWOUCz7fwhEKGMwLYtQUYB1cTtgUKFPrqWDpNeD7joYY4H4Gbr2S4gkQBTgz/oH7DPr5EQEEIX4C1+Ac/gXZW5dGYO/5BXMPbMWK8iV/iA40vQUxq7/vETIx1dx+etIXNE0tvCW/zPV2z5f8SRoR+I31n+i/JlgJfE6bsXd8InyTt84GYpLXiUu8tLnlKjBX/ASEms/WFElperx5zw7bhCXVEnN+NOfekWD2FS3E064Op69Llgu0YzTujBWqwnNE9VNIaqfhLvtKxWscSYmVSeFTf5hUrAgltYKFrYvQRX60N2HKti4FVgDp7EHT5cxb9wa6otncXMX5b2h6G9agXNsJ5nhXunKo/CnPRWO7caMjMSWC4U/8xmYg7uIcmDFxIQ393lE+3YT5lLYul+w+TcxdHQ24UgTOhwBQtxlzQwdmEyYq0WFM1GqQGJZC8N7xxIWqlDRJHQwRGJVC8O7WgmLKVTUjhX2kljVirevFdsrir4gUQ3X3MjI9l5MPi+YWwXXPJmRrT1Qwpw0+prHMbK5G1OI/y7sFPqaq8ht6MQUSic2RWJNK8W7LwmmAFuTetI4dLXDfV1KKaqrq6mursZxHC5dusSECRO4cOEC73vf+zh9+jTJZJL3vOc9PP7xj2f58uU4zn0/34O5vv/97/PGN76RL33pSyxfvpxPf/rTPPGJT+Tw4cMP2lz+qDmhlLjCh2uh9zyPHTt2cO7cOTo6Ohg3blz5OPm3KihBELBx40Zqa2v/rPlvbfhMpUdiu0TjV4K20CfvksXJThBNfhxq6AI6TprFThLOfCrq/FZU95G4z5GUHsmhX4rrGYn96Jl0A3rHN0n6/fI7t1MEy16JvfnzsRoMoauWvxZ7/afEqAjgZPBXv4FJJ/8bPYqaCle/CXvdJypNTrda1GUbPhV7HCByqtlfcy2TL/0KHfsUSNUTLroJa8c3ypSTn6gnnP2MUUmusqsfaeug6fK68u4/qptE1DgD+8Tvy7v/qGmWFKfT68pY2L4EgmKcyCu7/2D8GvTAKXGMx/RSOPVJTLAukRo5C8hO/0LjGvwDvxQKDwPKilVOP8bKxcY6ZeEtfImEGZa8BsqSxu/2r1S8BsoSSfOWz5c/E8Feg7v5M5VCpG28pbfIbr20M9cO3pJXSYO4RPJbbtm/Ui4wVoJTzU+Q/K1RCiR/3vOl51S6z63Cn/VMnN3fLv/NmWQtwbQny8TDEpZuJJh4Nfahn1Ww6jbC9qVymiph2XHQMofqy5vLWFgzge76f2H4/PPp8j6AH42hUD2Ry6nX03f22XR7H8CPJhE1zWKg+i30X3g23d578aIZRM3zGEz8EwOXn0WP/y6K4Tyi1kX065sJTw1BlCSys/hTb2AgeDHh2RGIEhg7SzDjBgZyzyW8MAKRI9jspzE4eCPhpRGIbIyTxZ97AwPdT0b1eCgDOBp7Xh3B6SGizjyEBmyFs6Ce4MQQUVdBarutcBbX4x8bJOopCmYpnCWNBIcHiHq9CtbRSHCoj6g/xpQisbIZZ/L9l/tGUYRt2zQ0NDBv3jz27NnDe9/7XsaOHcuxY8d45jOfSUNDA0ePHr3fz3l/rk9+8pPcfPPNvPSlL2X27Nl86UtfIp1O8/Wvf/1BP+ejpqA8nCeHgYEBNm7ciFLqXl3vj3RBMcZw/vx5oihi5syZfxZ5r85sxNrwmcr91e1EU67D2vmt8hHZ1E4kaluAPvCTcjSGaZiOqWpFH/t9jCn8prkA6HObhTZD0V87j0LXabL500IRKUU45fHoy3tRvSfksUoTzrwBffIPQodoidAIFzwPe9+PcL2+impqycuwtn9NTj/aAcsmWH6r/BuKQjkZbXOo5WnM6/oZOshTSvMN1rwZ+64PlOklYyW4MO2F2Pd8sBKX4Yp7vXHvV9DEtFEi9h9s/Y8KvZSOFU27v1nuacgO/jGS5WSCCr3UMhf72G8rWMN0TFULifNxlpPShC3zqarJUtW7HykwmoHsLPJ9F+PwwVH0Us9RdN9xpDhZBFOfKDMxylSSRTDzRpwjv45PTqXi9HyZ0JjvLWPewptwdv5nTBsJDeUteaU4vP2RMlbseJ2cTMLSyUkzvPhWZpz/YWwsFKywWiTSZSpJabxVb4o9OFEZy636BN49h2L1EaAsRlZ+Em/tOfLhynhQl8Xw8k9T2NBPLrxWmtXaZnjpZ8htNAwHT8UYiT3JLfsc6cMOoWohMK2MsIpTY99JuD2HbxoJTBM5aw3d0z9GcXMfoWogMPUUEtcwOPtTFLf2EZp6QuooZh7LwPRP4m/vKx2wsJpqMBMW4O/qk8Vag26txrTPwt/TByJCw2qrhpYp+Af6R2FVqIaxBIcHIASjwWpPo6tsgiMDEBiwFNbYDCplExwblAJjKaxxGZStCY4PxfeBNa4KpRXBqSG5T4M1vgoVQnByuIJNrCKxuuUBrRf31pTPZDJMmjSJ73znO1y6dIm7776byZMnP6Dn/UuX53ls376d6667roxprbnuuuvYuHHjg37eRw3lBQ+9MT+68T1lyhQmTZp0n+N5H6mC4vs+e/fuZXBQdvzt7e1X3jB4DuenN1d2+slago5bcO758CgaqoFwyctkIQ5jlU+mkXD+c7Dv/nDZpVx06/DHP4bqHV8sN5dzyRYGMlOYcO4nlLwLpmEaZNvR279ewVrmgWWjz26WRccYzLiVqHyfBEFiUCYkmvw4GQ3ce1zeWxQSzbwBfWZdeQokUcSF5scyPTgQN43FuxAuuQlr97dHyTmhZ/pzaTnxo1jRBKDxlr4Kd+t/iFER4l39q8S7UPYfOHiLbyax5XOURrAaJ4m38CZxfZcMaaWxwus/XsGStdLQ3fCJCpZuJpryeGo2fpKyiqi6Ha91MU2HvlV+vyOJVqL0WGoO/FcZixqnYxK1MrNc3jBR81xR0HXtL2Nh22LUyOV4HkmMjV2B1XUgziQTLJh4DdbZDaPSbcXN7Rz9VaXhjiKYcQPJQz/BjgplzJv9XJzt38X4xTK9VFzwEqxN38WEUTnlo7D4VgZ3T8J4z0KrEerUZ4lWPJWh7W2Y4AY0ObSdI1p1I8Ob64mCp2AxgrYHCNf8A8MbqzDRtWgzgqV6CVc/h+H1Lvg+RDZRqoHDE5/DuBM1GOTUGSbrODbt2dStDbF9gzYaUrUUr7kF/4+XZBGOFFTVElzzCvJ3XJDCEYGqsnGWNVL4/XlR+hlQKZvEokbyo7G0g7uwgfwd5+X5DKiMgzu/nvzvLwgGhAlIz62jcMd5KCWhVNs4c0qYiXsfDu7sWnkvQYxl3Rg7D75gujaBO6tW3kvpvtoE6esfeP7fveV4DQ8Pl13yWuvyiN6H6+ru7iYMQ1parix+LS0tHDp06D4e9devR80JBR7aQh8EwRWN78mTJ9/nF/uwjucddQ0NDbFx40aiKGLZsmXAn1B4uV6c7z8fRrpkZ24nCJa8FHvT5yHfTylBNui4BXvdv8tCrDQ4KYIVr8Ne+4lyNhZuFSfbb6Rqx5fKzfrAStE99TlMuPCzysyGZFZmnuy4rexxIN1IOPuZWHt/EBcn8S5EE1ajD/5MZL9o/OpxmIbpciKKfDlhtMzBuBn0mQ1gAgyawdrZtGST2Jf3xJSTTTT5WlTXIVTnobhpbBHNfDqZy1slUtxEQv3MebY0iIdE0WRKO/g936ns6rUt8zO2f0VORCWs47WxYS5fwZbdKlRS2RwnWGJ0M1g7FJfeXJYqA2AlCBbdRNPh75S/rkgnONtwFTUHRmFWitzEJ0oTPr6MW00w6Rrsw6Noo2QtYfsS7BN3VLBMM1H9tFgeGz9fzRhMphnr0s4yFtZNYaDq9XSffzX9/iswxiZsnE2//Rp6u99Mn/c6jHEJWhYzEL6c7p430ee/hcgkCcasYHDkhXQPvIke/x1EJkMw/hoG+55DdDGH0bVEVh2FGS9nsPN6os4CRmWJ7FoKc1/F4LlriXoKQBWRk6Uw/xYGT64i6itiyBA5teQX38rgoYWYAV8KgKuJ5lZRf8HFDFaw5MoW2jszJHwLjSJy4FJ7gb47TxEO+5jQQELjrGiiuK4T8oEUiqTGXdWMt/4yFEIpAEmLxNWtFNZfgmIor5HUJK5qpbDuEnglzCJxVQuFdZfLmHEV/dMUxfWXIYhk/+BqEqtbKa67JI30mBJLrGqhsDa+D8GSK1sorI3vo3RfM4W7L0pjPsbSTx2HrnrgfY4wDP8s0fx/Y+wKPMoKyoM9oZQGcuXzeVatWkV9ff1fvP+ROKFcvHiRTZs2SYTKkiXlfklZTRYUsH/3FnEpaxswhNOejD6/Laac4sFfc56FdfQ3cdERCitcfJNE1BfiJFelCTpezcSLv5JQRSwipRmY/wrGn/xevPuXQUHhyn+W3kcQp7a6GYLlr8Fe9/FKgUlmCZe8DGvjZ8pGuMCtZWDCk7C2feUKeima/Disvf8NJsSg8KrGkJ66Ks7LEr7BNM2QlOJT91DiKkzbQjCBhF7G1E/Yvgw9fLESIIimJzsf69KuinNbWQSTn4B98k6JGilRSTOejrP/RxLSCHKqmfM83F3fiKf9UaaX3M2fq5jZlEVx6atIbhhVYJQl0tr1o+SxymJ48auZceF/KPcqsDg14blktn52FKYZWf4Bwg2bCE1t+bG55R8l2HyAwDTFt9kML/kQ3vYL+NGYGHMZmf8BirtyeNGk+CUSDM75IsXdEYFuoxCuxLOXMjD1sxT3BYSqkWK0iKK7nIGJn8A74BFajRSjWRSTaxho+zDeoQKRbsSPJpNPXUN/w3vxjwyCUvLxtTfhZVYTHB0CHWNjmyjai4XmkaBq9PgmvGgO0alhWSkU6MmNeIXJROdGBNNgTamG/oDUoJbHWmBPqyG6XJBeBaAsRWJ2HePcJjJ5GSpmNHTV5unceYawpyCUm6Vw5tQRHB8i6o37F47CmVeHf6Af0xf3KhyNs6ABf18vpr+CuYvq8ff0Yga98mO9aS7V57gCc5c14e/qwQz55WLidjQLNuyXeynu8maKJczE2Kpmijt7MLmgjCUf04Y9/sEVgPtKGn4kVV6NjY1YlsXly5evwC9fvkxra+uDft6/e0G5tyFbD+S6ePEiGzdupKmpiWXLlt0v1/vDNp4XKRgHDx5k//79EqEybVp5iFfpvwPotR9HH40lo1GAaZoNdlIiSeIIDdO+BFXsR13aQ+nsH016DKrzEKrkXcAQTX8y1sm7SBbjBRZDccaN1J/7vTTcMaAV4cIXo3d+M6acjPRSlrwMe+uXK01jbREsvRl70xdktgeAZXN54tOpP/RflQXWdokWvRhry39UmsZ2EmvJi7B3jGriJaqJZjxVik58mUwD0fhV6EO/oKJeahMZ7am7yvf51WPx3NrYzBZ/vg3T5W127itjYcsC1EgXuv9EBRvTgdV9YJQUFoIJV4sarOSFAfypT8Q9/AsoCQ4Af+YN4jQf5aD25j6Hqr3fKkebA3gLX8zkcz8qGwEBjra+mIvr2+j3bqHXexuRqWKk430MbBvLgH8zvd5biUw1wys/ztDWdgaCF9Hnv4nQZBla9TmGtrYwGDyHPv8NhKaWwVVfIb/FYAohJsoQ1bQwcvWnyG/zoRBhTIZ8opaRqz5FYVsR/AgTpjB1reRWfYzCjjwEBhMlMPVtFJZLwRJ6yaDqEzgzsni7euV7DA26IYE7uRp/T6zUikA3JLHHVeHv75NCFIFuTGK3pgkOjMZSWA1J9Im8fLMR6KYUOpuQ/gXylVutKXTGFkzFmpAxGdonjSHbG+/qjWEg7XG5u5PgxJA8n5b+BQrC0/F3psGekIHQEJ6LqWML7IlVGC8iPJ+Lm+ZgT6qGQkSilwo2uYZoyCO8WLpPYU+pJuovXoFZU6uJ+opEl3LlHo41tZqoq3AFZk/L4i5t5MFef8nY+EhdruuyZMkS7rzzzjIWRRF33nknK1eufNDP+3cvKKOvB5Ln9acL+QMZyPVwnVBKESo9PT0SoTJKaqeUQiklu49d38be+pW4CW1BpkmKwv4fVaJLasYRtS9CH/lNhV5qnCGO+VN3x4omO97pG9T5baLywiKcsIZE/jKq66AUAO0QTXsS+uwmibeP6aVwzrPRh34Ow5cpJfKGi16MvetbkvlFBMomXPYqWk/+CB3kKKX0Bstfi7Xh0/GiK1i46g3Y6+OIChOBdglWvBZrfclXYMQfsuRmrM1fpNyr0C7h/Ofj7Lyt8mHaKXITH097511lyDhVhONXy+mnhCWyhM2zZe56CUs3ShDmxR1lLKoeA056lBQWwtopDOkX0tf1LArhUgCCxvkMFp9Db+8ryYerBWtbyeDA0+kZfCu58FrBxl3HYOeT6Rz6AMPBkwHwJt9AtXkJ6XyKyMriqzZO1P0j53fOIeqNiKxqAt3KyLx3MHRgPmYgxFhZAquF3KL3M7x3CmZQsMhuYmTZRxnZNUZ2zRpIaNyONopbh2EkEFO+q+gaG1Hc2Au5QFbmpMbtaKGwoQty8d91ysLtaKawoRPyMZa2cDuaKG7qFCrJAGkbd2kThU1dUIxkkayycZY0UtzcKZROZKDKwVncSHFLl/QRIgPVNu7iBrytXRCCMtKDcBbU423vqvQ5sg72nDq87ZUcMJV1cGbX4m/vQSl5rK5N0LBsLHXnLflLMYaCG9KZGsLb3l15bK2LNakaf+fo53OxJ1QJFu93dF0Ca1wViZMl86YUSmtMmmBff7n5rxsTWG1pggP9JfM+ujGB3Z4RLG7066aU3Hewv9yH0Y1J0k8Z+5BCZe8reuWRDoZ84xvfyFe/+lW++c1vcvDgQW655RZGRkZ46Utf+qCf8+/elB993d88r3w+z65du8qzSx6o6/3hKCh9fX3s2rWL+vp6lixZcq9THS3Lwjq9FvsP761EY7hVBIteIn2TEuWSqiea8w9Ym0oNZwl4jCY/DmvLF+MTgcLUTiBqnR+bEg0GhZ+dhF3dit5XkoJqabhHAarsNdCYMcvRA6ckBTjGokmPQZ/bCqMMbtH0J6GP/BpVNrNpwtnPwNr9nVG5SJpwwT9ib/1SxbuBJlj6MuwybRZjHbdI0SlnIGnOTXg249ePksyiKXbcSnaU1wJlUVj2Nuz1X5HfvQKUTW7Jv+Ks+xpGKZSSwpab/1bsDTLvXqkArCS5GW/A3vw9tE6gVRGcDP3Tv05hyzAqWoRvJmKnLjEw/vMUdgyhohkEphUnc56+po/h7RpEmXEMBc/CrTlPX8278fYOokwTI+ENJOov0e++hfDooCz+xkFPm0yVPYWgawCjwEQWvfUpBs/NoaozL/8Go7HmTGCkZxxR16CYMiKFnjuB3HmPqGdYMAPOvHr8w7F0NTZvmNkZ6o4FmGEvppwU7uJG/F29MOiDBWiNu6QRf3sPDMfFyVIkljbhb+mCYSlO2IrE8ia8LV1SnDRga9xljRQ3XZZCpABX4y5vorhxFJbQJFY0S6+iEBt4bUiuaKY4CiNlkVjRJPcVR2ErmyncfVmK02jsrououE6SskmurMVd1wOhwQCBYxiZHJG95yIqLlikLel93HG+dGBHpSzcFc0Ubj8vnl5ibGkThTsrTX1SFu7iRgp3XhAMIHkvWMLCXdxA4fcXKB9aUxbpGyagkg9tGf17zZN/7nOfS1dXF+9617u4dOkSCxcu5Le//e2fNeofyPV3P6E8UMqru7ubDRs2UF1dzYoVKx5UhMpDKSjGGE6fPs22bduYNGnSXxwRnPb7qPrd66E4TKlpHCx9OfaW/4hjMGQHHyy+CWvzF+JiYsSDMv8fsbZ+KV5fjZgcZ96AtfNbZfY+tFLk2lei9/+I8leZqhW58dHfEf8spRmcHYM6s6mC1Y4HKxEXHcGiphlQHIwVXXJFbYuIuo7EMSAxNn61qMPyveXHhtOegH34V5XBRijCWTdi7/5ORfaKYnDK0xhz5idxX0Ywb+GLxbtR/pcpRpZ+kIGds+nx/o3B4EWAYnj5ZxjaPo1e720MBC8TbOVXGNoxlT7vjQwENwMwsPKbDO6cQp//Wgb8VwOK/uXfFTqoaDBWLaamncGO71DYNSKYzmJq2xhc/F94e4fBMxhdy0iqjv75t+HtL2FZosZxDEz/Iv7BYVkQDeiWFFZjkvDYECqM1/D2NI0TW8l0Cz0UhYah6oCB4UGCk0Mxq2nQkzIog3gtTAmrwhRCootxPygyWFNqYCgiORx/1xFY07KEXQWi7oJ8FQbsGTWEF3PSXI9/XvbsOoJTcV8ifrgzrw7/6ABRX7FUsXEW1BEcGoABXx6rFc7CeoJ9fVKw4r6Ju6hBithwBRuaoOSEMBJXBFvhLmmkuL2ncppyFM7SRopbuq/A3I5Gipu6KqcpV+Eub0LtGER7oFAoR6MWZqk6EEBRhlKFliE3w5EGebHScHdWN1O8+xJ4EcqAscFd00JxrWCl+5JXtUizfnRj/qrWP8EUiatbKW64XGnM24rUE8ditTz0gYD3dUL5WzjlX/va13L69GmKxSKbN29m+fLlD+n5HlUnlL9EeZXG4548eZLZs2czZsyYh/Q6D6aghGHI/v376enpYenSpdTV1d33zX6e5Qfeiy4N59GO7Op3fbuy6GqHYPHLsbd8qcLfa4dg6auwN42SzFoO/tJXSySLCWWNsFwujH8G4w99d5RSyZXTz8ZRTWM7RTT32VhbvlDB3GrxvWz/z/jNGkjUYtoWYe2p9D58tx4v0Ujm1O/KmKkeC05S5snHj43qZ5OLngo9NaStHJbqIWxZysjIYzEDaTLW7di6k2DsteT7riYqNFNl/QpbX6A48emMnOuAXC3V9o9x9BkKM25i6GQH4WAOpWsomJU4c5sYOjiTaCiPsmoosozcorEM7RpLNFxEWdUU1SKGl32CkW11mJwHdhWemsfQ8i+Q25KEER9sDbbCXjG5QgdZCuVa2B1j4h13CLYCV9PVbpPcPCDKIgtU2sZe3EzxnnhhshQqY+PMr6dYUv3E0RvOrFq8dZfRJcokmyA9PYnaMQiBIQKCFAQZn/T+kbL8VDcmsVvSQiWVJKlNSaw6l2D7QJmqUa1JdMbG39VTkcKOSaESlhSFmL5R4zMoBcH5XFywQE+sAt8QXciXNy16cjUmFxJdypf/LKwpVUQDvjTXVQmrIewpihEwvs8fZ+MOBlcUNmt6DeH5EUxPpTdlTc8SnRnG9BYrxW5mLeHJYUxfsSwIsGfVEp4YwvT7FWxuHfpSgSiHABrCKS7qVAEzFPfmtCKa5ML+PhiK0ws0FCfa2Hv7hE4Eaf7Pr8Pb1yfKtBK2oF4a/aVmvaWk+b+3t3KfBndxA+7sv/D7fwDXfRWU/40qr0dVQbFt+14jnj3PY8+ePeRyOVasWPGQuUWtdTk37P72XXK5HDt37sSyLFauXPmXm/9+Due/n43rdVLe/U+8SqS2I10VbNoTxaE8KhdJdvXfrjTNUXiznyMDqkbt6sPFNzF2+21XUElhx6ulEI1SKgXLXo298dNUiGULf+kt4o5XJczBW/QqibdXpR+my/nGpzLu5M/LP3ycDP7UF6B3fANdwhJZBqb8J/mtXaggi28mUFdzGwNtn6OwsxPCWkLTTm3j9xjIfpDg9CXCsJnQ1FPX8lP67TcTXO5FRTWYIIVV+2OKxZcRXh4UQ5pdjZo7nqH+OUQ9sqs3dga1YByDF2cQDYzEWBq9ZDzDp3KYYdnVG5VCd4xn+MgQZqT0eRrcpU34O3owI5XFyu1oxN/ajcnHu2alYFGWpm0exi/tuEUJ5K3vFEpHU1YHeSVKR4FKWCSWNQr1U4wLTNLGXdaEuecSBIClUUlNNCdJYucIxjdCk7kKf4pLtLUTvLiYVImvonjPJYjXOV3j4Myqw1t3qeyNUDUuztRavA2XpBAp6Tc4E6rxNl4uY7o+gT0mjbe5W5r1ClS9i92cxNvWUy5ENLjohiT+tu4K1pxA17n4O3oqha0liUkZUueCCuXUnkQnbfxDAxUWsz2FdjX+2ZHSV4FqT0lhODdSLkS6PQWlE1uMqTEpVGCIzuUq941Jk04kCPo8UApjIGhQ5AZHyF4s/a4VhTqDjqgUSgXW+AzGi4gulsQpYI+vwhRDKbIxZo0vnRTz5X+vNb6K5LV/4i97CNf/TwXlUU95leLeSwv5w9GoKn1591fp1dXVxcaNG6mvr//r81OiAPu3b0Wd3xYDBlM7ASAebBRjjbNgpBPKBjeIxiyVHKvyrAcojFtNcOROrDBfxsKZN2Ad/FkcbxJj856LteObo/oXEC66CXvrqIgOFPmOz9O3dT5d3sfFMa0UuZVfj7GPUggXg7LY3/5h7LPX0e19mHy4DLTD0PLv07trIT3e+8iHq8BOMrjsh+S3D2CKmsipJczOZXDRDyns6sN4GmNniRrmMTDzvyjs68UENqFVjWlZQN+Er8auZY2xayk2zeFM8v0EJ2QHj6PQ4zJgDMHpoXJUhjWpiigXEJ4fEcxRshvujVU6sePZnllLeDF/ZaTG3HrC0yNC85TiMxY14B8dJBqoRGq4Sxvg6AiOp0dhTbJTzccNba1wlzXi7YoLUbyjdTuaKG7rxhRL92ncjia8zZ1y0okfm1zeTOpgESuIRRy2JjfdQW0bkMUOQ2SBmV9zRXGKbEh0NOFtqBQdEhaJjka8TTFmSc8gUXrdUtFJ2ThLG6Vv4scFMGXjLGmSpnkJS9skFjbi7+iuFKeMTWJuPf7O3jJGxsaZVYtzvIgqFZ1qG3dGLf7ePsqCuBobd3q2ghkg6+BMyxLs778Cs6fUSDO8VJyyLs7kGvyDozEHZ1INwf6+SoHJulTNaqb2soWKdwpBGvrSeRInfEzcNqHaxp5YTbC3r1LsalysCRmh9kq/lqyLPSEjqrZyo98l/bTxKOvhWzr/tKAYY/4mTflH4vq7F5TR12gfSqlXsXXrViZOnMjChQsftnC00pf312gvYwzHjh1j165dzJo1i1mzZv3VE41e+3FJ7S0pmuwqorHL0SfuKmOkmzANU9DntpUfZ7Ljwa1Cde4vY8WaGXT2zkXlJ0jcBRC2rSI/MIfcwPTyvIZgwlPIXZzESK4DY+TQ6U99PiMnWhkuPK48w8GbfQsDR2bg52sJTCO56AkU5/8Lg3vbCQpZQlNPLnosx1tvJX1+GoT1BKaWfHQ1uSWfYniLS+hVE1BLntWMLPkiwxsjTCGIF6YEzuIFjGzMYzxpJOjqJNb8eeQ3D5cXqyBpYc2cRWHHcMV5XJ/EjJtA7eWUYJaKqZ+ULCQx9WO1ptB1CcJjg5X4jPY0KmkRnhgVnzFe+Ofw9FDlvgmy2wzPDwtmK6zJ1Zg+T2SgpYI1PUt4KQ89xTgDSmHPqiU4Oyx9ibiI2XPrRN5aKk6OllyoIwOYgYrnwVlcLx6K0V6GZQ14e/swI5VClFzRTPa8xg6V9AwsxcAkKGzrJMoHspYq6B0fUNzaLcUJQEtzvbipq4Kp2EOx/rLQcHE/JLGiCW/tpUohsjXuyuYYi8pYYnWLGAtH37e6heL6zvL3iKNxVzfjbehElfYxriaxsoXihs5Kv8FVJJY3CxaUmtxait2mK7FkRxPepq4KltS4pUI56j6nJBIoFaKERWJ5I97GrnIRUwlN1dVjaTufpswK2IZTjQPk77pQKTAJTWJlLCYo7b1ceX/F9ZcrRdHVpJ42AV3z8ITXlq4oiv4uTflH4npUUV6lE0oQBOzbt4++vr6/3qt4EFdp3OZfKii+77Nnzx5GRkbuN82md31bRuyWvBbKYWjqDWT3/XcZw0kTzLhewhJLh7NkLdHYNeh93ytTTn6igUP2e2ns0wz4HUROPan6A/TVfQxv7yW0P5XIqcGqPcyw/S/4ly+j/WkYJ0F6XBd93i0E3Z2oYBooTWpygf7e5xJ2DQvfnqiHRU+j/2xA2JsX2ihRy+mmDup7q9Ce/NpUsg616gUM7O4hyskiqZJZ9OoXMLitC1P0KMVipFe0ktt4CeOL/FSlbZJLm8lvuCSu6AhIaQbHBiQ2XYJQhh2ppIUzp47i+kux+kbJrnlGNv5By2eiql3sSdUUN3aWMZ11scZmZBEq7SLrE1jNKbyt3fFpAKzmJDrrSiM59iNYbWl02pZcqBI2NoO2FP5podIiBe64KggNUalpbinsidWYXEB0IVcuEtakKqI+j/ByvnwisqbGBr+uCmbPzBKejZvmJWx2Lf6JocrJyVY4c+to6MwTefmyJ6OvxSdzGcJcEWWUpO8vrMc/OFApWJbCWdKAv7+vYr6z5DRVLJ2wQKi+ZY14u3qkbxSD7vImilu7Kom6gLsiXvxLiboKEiub8TZ0VdRbCilOGyr0H1rhrmrB29h5ZWFb1SInrPJ94KxsolAqgMj3USmKpZ4guCua8dZ1VhRitsJd2SgO91FNc3dVM8W7YzUYCmUrUle1MXFTJ6aU+qwM51uGabvzHLqkLrMUiTUt4sAvvYalSD5+DPbYh3eRN8b8f0V5PaoKim3bFItFNm7cSCKRYNWqVY/YCMy/1JgfGhpi586dZDIZVq5ceb9ORt7pIQp3OFje66hxvoVlj3Ci/X1UHawm9MeSdb6C5RQZXvQNcpsG0MFY6pwvYiU8Bud9i/ymTqxwJrXOZzGOx7G6T9B4oQbCiNCy8OoegzfhzRR3DkKYJLQVwzUryFffjHtEsMjR+G3X0Ve1CP/AEIRJcDTB+CfRo+bgn4tD7ByNPS1L0B0SXJQFMbKgt6ZAQ1CLNeRjIqFWknPrKR7sl4WutBNc2EBhTzfR4ChscROFbZ3SlzBAyiK5rJnC1s4yHaTSFuHcDNndA0ReKFSWY7jUMELb+gDtK7RR4o1Y1iiLUGTKxcld3CBKm3KOU9wMX1+afS79BmdWrdwH8tgaB3tqjeyQy/cJxeFt7KK0VVU1Lrothb+5q/K9piKSjQn8rbEPIvYoqBqXYMcorCUVF6feShFrT6MdjX94oGKMG5uR/sD5kUoRG58BL6oUJx1z/CNBmbtXlhSs2kIRNVJEoTAK+ms8rGOXqR6wK/dNqya8FCu/Sq8xvYbwfE4a5KXXmFFLeHZEGuQxZs/OEp4alhNWCZtXJ03zwUp/055fj380LmLxlZuosQ4PyKmrfF8dwcF+zHCMmfix++LTWakxP7+BcF9/xUejwJkfq8tyYZnWcuY14O/rE4VY+b46odJGFUp7Xq1sFEZj8+vw9/ZCPha2aHkvY88MYzw//nMx9DX5VG+7iBO3cNDgLKjHXfCXEzgezFWi3UcXlNLYi/8rKA/iGt1DGRgYYHh4mClTpjB16tSHZBb6a9d9FZQLFy6wf/9+Jk2axJQpU+7Xewh7Cwz97CSmOB4V1WKHZ3EWL8baPY8g9ImiavLR1ViLHsfgzlowSVSUJB+tQi28kaGtDoomwsilEK2gc9wTqDkRa8EN6JpqzKwnkN94qYJlqxlq6iB5NJZtGlB1NUStqyhs7yrvInVzLUFNO/7uHkrxGXZ7GqUU3olB0KosZ22sroNTOWlIa0OxGZJ9RcLLsXTVUrjTsgQXcoRdsZrHViRm1RGcGiQsqXRsRWJuPcXDfdKXAJFjLmggPNiDXZR/hHI1qYUNjDs8EP+gDYFl6GkYpmFjgB0Li0haOIsaxFRXiHe0SQt3aYyVdrQpC2dJA8XNXZWdZdrCWdwgZr44PJCMjbOoQRrVJT9ClS2qn41xMYmAjEV/Q4HUjjjuP0ICBadl5fmUEvd5jYM9sUpOSfH3o2pcrDEZ6V/El8q66JYk/pbuMqZrE1gNSbxtowtWEl2XkMZ3CWtKoqsd9HERcCgNVmuapqY6WTgNGAwjaZ9goJ/sRV1eDHVbWpJySycsDbo9jTIQnBuFjUljgiiOhY9fd0waU4ixuCmtx2UgH0iTO8b8BoVVhOhyBdPjMzASVNRgSBovw74Uu9Lf8qQMZsgTv03pc5mQIRr0ReZcum98hmjQu0I1psdliAZ8TI83CktjBoMr7otaHcG6r3ysykfQ65fJAmt8FXV2iLokQa0GyGcNhak+9YOD1NTUPKzrUmkNGl1QRkZEtPB/PZQHeUVRxP79+zlz5gyO45TjSx7J608LSsl5f/DgQRYuXHi/C1qUDxj4wTGi/gImsDGpesKlr6D/2EqsPJjQkZkTy19P/75ZmBEfE1iYqkb8VW9lcPc4KIZEgUXRqaFr7utInp0uR3c/QlU7JBc1UtjaKYF1QYSucUnMayB5wpdGaGDQtQkSM+oo7o6jV0KDjhU+xQO9oE05ZsNuSuEd6hdlTBDhZSLqxzXCmXxstDOE9RqjwD9VyXuy2kUZE5wdKRvtnAnVRIMewYUYUwpnSpbwcl4WF63EyzC9Fu/UEKo/wCjZSTuz6ghPDsGgL4MiLUVfo0fLcBV2XuiIUBn6WgPyu7uu8Dc48+so7hrlFnelue5t7x5lvouxrd1SiAziPl9cj7els+JbSGpxfG+Jp/BFQNKCeTU0nXeFu4+ITXANFEty3shIEVtUL69RovXSFs7CerxtXWWZLhkbd36dmA2Rr0hlhOrzdozC0jb2jOyVLvCMjT21Gn93RayhMjb2pGqCPX2lvQNWjUt2VgvZSzp+qKHohvQn8xLtXqIEaxPYYzIEh/srSq06cYuHRwYrxaQ+gdWaJjwySoIc04nB0cFyb0HXJfBrNYmL0RWY1ZiSWPgSI1bnYjUkCI4PVnoVtQ5WfZLwxFAFy9pYDUn52yhjDlZTjDEKa44fW/pcah2slvQVmJ8wqKYE4fHByn01DnZ7uhIPA6hqB3tcBn2iEH+mClXtwHVNjBRz7N69m7Vr17Jv3z4uXLhAsVgpTg/2CsOwnKpRukoF5f9OKA/iKhaLbNq0CYAFCxawd+/ev8nrliYqQmXefBAErFy58n6bJaNCwOD3jwpnrpXwuzMaKJ7JE/bIedloSMxponB0SHbrSomRa14j+X0DmEEPA4Q6wl3QgDqer8hZUxaJhY3kt3cJbQTiCl7UQGF7Nyo236sqm8T8egrbukRZpOTHkZjbSH7rKDlr1sWdUU9hmzRMDYYgrcjObaG4c5SapyGBaVKkjhTKslLdksJuSFLc1ysUURjvcjMO3v6Y5gmNzJLQCv98LA2NDPb4KoJckfCSSD6VAXtCDeFAvNuM6QzGp0j3+KjYya2MgqkZanoK6KGQKJYRFdoUySP96IHY3a2kBxEc6oehoOwgd+bWi4JopHQfuPPr8XePolFin4G3s6dSiErKr93dWGH8Q3eUnHS2dld6Bq4MXSoXIpCCtaSxoqwCcZovbpRTzejG8pLGyskJxI29tIHihkpjuXSft+FyWeEU2ZBY2oi3Nqb1TOmxjdIzKP2BJi3chXW4W/rByG47tMEbY0hvHf0aFu6cOmlKR5XH2rPr8NZfqizqqXu5L23jzKsjvbZyn0pb2PNq5f1FFcyZXy/N/1GvkVjQIIm/o9/LosYr73MV7oIGeS+jsYUNItcuvb+EBEZ6f9Jc72kv0rpv+ArMXdZE8Y8VhSWuwl3ZRPH3ozBHk/mHSWTHZGhjHMYYBgcH6e3t5cKFCxw+fJh0Ok19fT0NDQ1ks9k/64X8tavUP/nTguK67sM+ofFvcf3dC4rrurS1tTFhwgTy+fwjPkmxdJVOKKUIlYaGBubMmXO//yBMMWToZyfxz8ZRGaGRgLmBIsHlnPgMwohim417cUQoIkuDMbgzYnVQb5FQGWFw5jUQnczL5DdbdvrJ+Y14e+JEVFt2+slFTRR3dGOGfYwGLEgubqawvUsasJZCuVrmRmyNTXoWqIRNclEj+U2XJXgQA0lNzbJW8ps7y5JUnXFwZ9UTbb5YyTCqdklMqiG/vasyMzvr4oyporiru2LIq0vgNKUp7Okpz5fQjUn8lCE6PCTzMBQUqiPclEV0eKjib2hP4puQ1LBVWZjGp7GMBQPyN6HQRGNddMGHPl9uixTBWAu68tDvlYuTNUXc4mbAK1OC9swswanhSlaWAXtWVuJTSoUIJO32YD/kpOgqrXHm1YvMtFSItCxy/p7eSiHSwud7O3sq1JwGZ3E93o5RzWsbOTltG1WIbIW7pEEc5OWYdPXnxcmG/gkGa7RiylG4y2PfS+nn42jc5c1xH0o+PWxFuDBNcucIUSR/d8ZSBHOTsPEyldDPkiprVOGwlaieNlQEEViKREejKL9K91mS5Cv3jcI6mq4sRJYisapZnOuxKROtcNc04919sfLvsBTuVa14d1+qYBoZu3vPpUox1kjzf+2fYs0033NRTvLI7yURN+vL70VDYnULxT9eugJLPmEM9phKE14pRTabJZvNMmnSJHzfp6+vj56eHg4ePIjv+9TW1tLQ0EB9fT3pdPqvshz3NQslk8k84izNI3H93QuK1ppJkyYBlRTgB2I4fCive/nyZTo7O5k+fTrjx9//wTgmjBi+/Qze8YHKYjomjXYtvNMDMVdv8Jo0KjQEXfnyrt6ZVoMZ9gl7CkTGoFG4s+owvT5Rf8wrR+DOrcc/PUQ05JX5+8SCBvxD/UTDcoJRwPA4hb27B5Pzy7vw5OImCiXqRwOWJrmkicLmTkw+JFIG7WjSHW0UNl+OXeBSiJKLm8hvugyenK50yia5UAoRfuwMT9kk59aT31ySlSp0lY07q06eryQFrnHJNyjsQ8Noo2UYZbXNUHKYxKE+VCi9AFXr4qVBHyuWiw71LipjExweLBc21ZjArUqiL8gwMRQEdZqC72F1+iKQUwpaXEwQEV0ulIuTNaEKk49EWVXCJleLC7x/FE8/tZqwuyCFCKE9rKnVhBdyUojiPxFrWrUUp8EKZs+sIzwxLFlZJWxWHcGhQRipqKPs2XG8Sak4Ac7cOkn2LTWRtTjDvb29lVwsDf60JDUn8pXipKV57e3ouUIdZS+ou7JgWeAsaYS9vfHCrEBDfqqNu3sYE/fWjVaoedVCCZYfGyvEto56Ph0rxLaNKoAKnOVNQjuOwtzlTXJfqQAqYl/OqF4Xcp+/sVOMn3+GmSufb/RpD3k+f0vXFZizpBFvaxd6lN3MXtxAcfR7AewF9fJvG/2eFzf+1Sa84zg0NzfT3NyMMYZcLkdPTw89PT0cP34cx3HKxaW+vv5eI5ruS+H1YCKlHg3X372gAOWpjaUP/N6q9sN5hWFILpdjaGjoQcmSR+46L7vweIHV9QnsxqRQP74BW6GbkhjHxz0flI1xVnsGlMI7I4VIWQpnQg2mGEoPIkT6A1NriPoKhCWpqaVwZ9YRXhwh7K/ISv2JLonOItFIxfOQWNBE8VB/xWintfRg9vYQ5gMUBsvWpJa2UNjZJX6RWFaaXNxEfmunYIjnIbmokfzmy2UMW5Nc2CCnGj+myJKaxPwYK0WFpG0Gm0PSh4ui3NKgMqLAatoaiAseg+dEDGVy1B230Eah4kJkTarB39ldLibUOKjWlKTExoopVeuSHJvB3h83pRUEGRgKR6g9IbJaofBcVNqWnkGpF9CUQNlaOPkS1pJEK1VWvqEglwmpiYxEj5SazWMzUIyLE0ghmpghGvaubCJPqiIa8MrFSe6rJuouygyP8mmqmvBSXgZWlbDJNeIKH6qomaypNVgXR9CjqHtruqiyGK6swva0rPy7RkY9dkaW4OjAFSoqa2aWzKU8xlfl7zvfBtbBPhKFeHeiQM+oFsf7qOezZ9fhHxksq7eMAn+igz4yUFF0KVGNBUdHKb+UxKoExwevVIPNqiU4NojJVRgKe05W7huFWTOzBMeHrsSm18iJf9TzWVOrJe5+pHKfnlJFdDZ3xWelJ2aIOgtXYNaEKpKPa39AJwSlFJlMhkwmw/jx4wnDkP7+fnp7ezlx4gT79++npqamTI9VV1eXrQv3JRn+vxPKQ7xGGw4fKf6wFKESRRETJkx4wMUkt/7iqN066FoXd2I1hV09FQNdQxK7NUNiT7wgWgq7JY2qcfAO9IkyyFJYY6pQtsY/1l/2Mkj8gyE4N1zxKEyuIeovykIXAbbGmZ4lvDyIGkJOP46cdPzTg0R9hUqBmVtH8XAfYb9HKWAvsaCR4oFe6dVESEje4iaKe3rEpGjksYNjI+yd3eWio1xNsqOZ/LbOKybfJZeIPJiwgvW2+NQcR4oJiOlvruyaS/SDStrk2nzqT+sYMwQWBG2KZKmYIMXJmZ4VJ3eJIsvY6ElVBLv6KlHiNQ7paVmcnT3SM1DgJw191iBNB0Rqi5LvzGrPEOzprRSTWgerKSXO69Jr1NgUE540eEv31blY1Q7+6OJU76JT8ayPUpO7IYF2NcHpSgNaNSfQjiI4FavmDNCSEKXd5Up+lmpLgjEVJRSgWlPgR+j+Ej+ExJYUwivVUe0pTC64QvWk2tMwFGB6RymhxqRhyL8Cs8amqVGKsDBSfnv5bERwtofqIbv8uta4tBTKUvFU4NWBlTMVFZUCPTaNGQ6IuirvT41JY/KBLOLl95eSeJNRajDVloRCdOV9zUnJQBuF0eiigHA0Vu+Cpa68r9ZGJyyC45U5OGQd+S739ldeo8YhfeNElP3QNrSWZdHQ0EBDQwPTpk2jUCjQ29tLT08PZ8+eRSlFXV0dtm3/WeH4WwVDPhLXo0LlVbqUUg9oJsoDvTo7O9mwYQP19fU0NTU94B1AYW8PI3eNml2dtHGn1VLY2Q2RLKYqZeGMr6K4pzKXQdU40ODi7e/FGCMDuBqSWFlXignIjrEpiXItglOxGkWD3Z5BRRCcL5nqwJ5QBbkA3RsKzWMr7AnVhL3FivfAVthTsxTPDhKVi4nCmVGHf1Kw8lS62XV4h/qJhvyy49tMTVN1Edn1xZi7oJHCzjgRdlQhKmyPxQBxEetqLlJzRmFFqlxg3MUNeDu6RxUiRVdrkZozWk4mSECjmVONe6RIFBkMhtAGf2pSKJ0Sd+9qnDl1hLv6rsCs6TUitY05dJW0qJrXTEtXUooJENgRl1ND+Lt7y5maKmPjTB0VAaJAVTkwIU1tl1PBqh2sidX4h/pHzSV3RHRQ8poQY2MzVyihqLZlvsaxUQqnKhunOS3qI1O5z2pKXalwqrawGxKVAVMANTZW/Z9gtY6kCJSyskAUU1m3MogKIOuga1zCs7krnk9Xu4RnKvepGpuaMfXUDDmUiomXDOkq9It/pXRfrYufBvvyqJ1/nSvv5fSo56t35T2frLxnVetiN6WuUHmpGgerNSPTI0tYlY09LiP9rtJjUxbOpGr5nEtXQuNOzYpaLb5CbbCnZwkOVBRduBp3bt0VxQRHk37+FHTm4d9nJ5NJ2tvbmTdvHmvWrGH+/Pmk02l6e3sZGhpiy5YtHD16lF/96lf09fX9zRVeH/zgB8ujQGprax/08zwqCspDndr41y5jDEePHmX37t3Mnj2bWbNm3e/ZK6WreLiP4V+ekgUxMpJrNK9B1FEl812VQ2JuA4WSdDeCMAGMS1Hc14tBoVHiZRhbhXewj/JY1hoXqymFf3SgLNNVdQl0xsE/EWOAbkiKiup0PKoVg9UswXnh+ZEyT2+NyVDsGcF0i7JMKbDHVxP1FISWKTWM4+Z11D8Km1qDuljALshzYYE7qxbv6CiDmq1wZ9dTPFBxYxsLuuoL1Hc5WGIrEXXU3Dq83b0Vma4NXY0FGs7bWGHpPo27qBHnYA4dyslG2ZrCVAe1d4gokLjyyAY1Pyvy25KHxFXYixsIdvZWGsuOwl5UL0XMxB+Lq8ksbaX5ciJeqAyhjuhp8ihu764UJ0fjzK6FfYPl/ExcjTOrlmBXzxWKJGd2rch5S1jKwpldV3HfgyicZtdV7lOyGLpzaqVvMkr15M6qFTPfKMyZJeNvS1jkgDMjW8m7AlE4Tc2KmGA0Ni0r6rcSltS40+P7qGDOzNo/w9yZtfIa8Z+BSmiqFrbS0FmKHjEEVkRXTY6qc5WeBAmNPbOWYE/fFZg7416wObUibBiFOfPrCEqy6dJnv6ixIrkG+fvraMLfWtm4YSlx72+tpCag4FJ7jmDrqMeqkqO/8wosfeME7Ma/PvH1oV5aa7LZLJMnT2bs2LE0NDQwYcIELl26xGtf+1re/OY3c+DAAT73uc9x5MgRjDF//Ukf4uV5Hs9+9rO55ZZbHtLzPCoKyujrwc6Vv6/L93127NjBxYsXWbFiBe3tkhI6Wjb81y7v1CBDPz9ZCftLaBJz6yns6pF4CoMsBnPqKOyKG5chkFQMNgf4+/vQkZIPO22RmFEv8tuSlyFjk5iSxTvYL7vr0ECNgzuuCu9ovPMNjezmWtL4J+PdVwReGqxsAv9MrLs3oJqS5Io5VKeH0rI31y0p8ZfE0l0Aqy2DGQkJO/PlgmWNk/gQ+sPyb9KZGCumSry/BmdylvDskMzpVsKh92WLNObSWKVCpIXf9o9VuHujobuuQEN/El0yWVvgzK7D29dbaTZb4C5oIHM6wgqlEGMphseCt6MH44dicLdEChzsiCnH0oltQR1BqflawhbFjepSf9wRSW7dGQmANBhCbRiYCMVtXZX5X7YSme727itUT25JqTUaWxhPMCwVJzuOPy/FwIDIkhc24G0dVZwcJae4baMxjbukoZL2G38ugxOJC2rldZ2lTRLkOPq9LG2UE9uoxzpL4n+HqWDu4kZ5jdHYkvjfNhpb2lROEVAgc+JXNNNwprSjN0TK0Dcpknic0qUhsaJZTKijseXNkj82avFPdDRVzKUlbEUc5zIaW90iqrFRl7MmHiswav3VKxpoP5e5AnNXNEtO2egaeHUrzvQsf+urRO+3tLRw1VVXcfz4cW666Sba2tr4+c9/zrx585gyZQpDQ0N//ckewvXe976XN7zhDcybN+8hPc+jrqA8nCeUwcFBNmzYAPBnScX393X888MM/fC47My1kuC8uQ0U9/ZCPgALcYHPb6C4e5SyKqEZaDXUnNfYoSicVMIiOVdiS0q5Rippk5hdR2HvlUmvyWm1FPf3yolIIfTIxGoxJJYUKhlNIRvhHe2/gloZ1Hmcy6EswlHM+9clCc4Ml412qklOP8GFEmbQrSm0rQk7c6WDjpgZA0M4ytlsjckQjfiE8UnHGBipDqi3qlFDlZgMa0IV5mIBBkX1ZICBrEdDMYPOlY4NYE+rJTg1VDEuKnBm1uIfGbgiOsOdXUdNt40TVhrG/U0+w7u6MMVI1gctiqlg/2Al/0mDnpMl2N1XUfJYEs8R7ekXtRmyQKo51VSfiGLazBApKEyxZTEsfe6WeFK87d1XYG5psR4tWy0Xor+CLY4VUyVMEZstR/lFFHgzk2SPc4W81V3ehL+584r73BWxiuoKrBl/06j7AGd5s8iSR93nlAIaRz92aRzQOGrxd5Y1EW7qqZzilEIvqiV7lNj3Iv8bnmZLRldYWcGdZU2SaBCaUc/XKAqs0fctjT+XUZi7tLFiJC3dt6SBYGv3Ff82e0Ed0a7+0v5JsDlZiV8ZrfKanSWx+sFPKXwo15825bXW1NbWsmTJEu644w76+vr4+te//r/GNf+oKCiPBOV14cIFNm/ezNixY1m8ePGfNfnvz+sEl3IM/ug4UcloaAyJWXV4h/srczOMxIx4e3vLXg6UYqAlpPqckT5CLN1NLIgpstJ9cRxJcVdPZTBTwiI5P6bNSpHjSYvk7Pg1Sj6QlI2amKb6kq5EiSc1vek8mc44E0sJ9+yMq8Y/0leZfVHj4DSn8Y/3j2pKu9i1CfxRqicvZdBVjggESgqn5iQ6YUtMvBE6sVhtqKnNQk9FzaTaUxKo2CcNWWNgpCak1o2LTnyfHpch6iteoYSyJlQRXi5cIdO1J1dLbyCW5CqEmqvPpXGDyp9xb7ZI7mB3xQgKODPriI4PV+S3CtS0apEkjwo21DOz6OP5OCRQgVL0NRSxT/qY2AhqgGByUmiaURJae05M63mV57Pn1eHtuvI+Z0H9n93nLKiXLKrR2KKG+Ps2V2DlmPjSv21hg7jqRy+QCxvwt12JOYsbyqezMraknv/H3n/8Wpred57g5/XmeHu9N+FNZqRhJkWKFMtQ1egpDGpqMYMaQBv9BaqFAAHa1Fa7WhSqNqUCZgYFTGOqG+jplkoSKTKZPsNH3IjrvTneu9fO4jnXBTNpk2SoR48QgPjke8w9957n+/5+v69x77+ydzcj7Okv7Km3hz/HhQNcuZUUr3thz18wYaWN7IvPT0LCXzSxtj3wzj8/Z1bDfV49d0ZGpEx6a83zGwhAWYoPGV0XGFjzQ7r2hT15Nop/0LnE/JKmbDGUv/B80phJUHfP27aAnDOw/8eZ3xmj6quchk9pw7Zt853vfOd38M5+tfVaAMrF9eu2vIIgYGVl5cxC5av8uH4eoPi1Ac3/aUMMr0PEHei1FO5B+9wAUZGEXmSzec6OkqCWc4gWJORTlbUsiQrmaUU48Q73zNtDgDm7a5YwbmXOBYRwVhH1H1y4Q9YVjOspeNkeai8gNGTK8R6poiZ49xJIEQ19OSlaSWciRQ1tPi7YZqfsqJiONhXFWa2LO2QJiCj0oj7uev0ciBI6atoUM53h0NyzJaJjSYKDc/8nKa2j2JoYBIdDenAkJJ6OQ2lwdpcr501kWRJOvMMlj4rW3EVKrjRuCxbQRfrtZISw7Z0ZFkqAOhUhqyZQB+fWI82YS3evdukQUWeiUBhcopRKMxFBKb14KE1bxFo66jCCFiT6oxDsdYbi0OGPMmvjbTcvOPaCPDwMz/ak4d5687Jh4XJ8SJf1fmrvEsV3SVBjpf6FQ305jrf9CoV2KY6/27rkFCyua5+D5+ne1uU9eSEqookv/hxzUTFYv3jdbJRwv3tpr5MKkEvu5cdOR9DqoDjnAOPlZMKKI353Q4AJ8hp+3REt1dPHjpqEfe+cSYaoqgnDy2ywlI6kSkJzdLpiKu5klPpBF+90/mAruFdTVHbbDC5kx0f+70u/NqPr11me5/3GnIb/9E//9MzW5av+vXz58uc/0S+xXivaMPx6FUq/3+fRo0f4vv9zLVR+1usEfY/G/2MV/1QEp0qoi3G8w4441IZ7+nICb6cp2FHDfn41NSBVN8/s3wMZjFtpnJXq+bxFkzDuZOk/q4J7ujfUizwaMqEQe9YbWXoPLpT3miwqmAels7vIUIFyske2aJy3HzQxBD0jDQCSrqAtJoS6/WxgrKLNxwQr7Yz1pBFOmiRWvfPDP66jTkZxVsRgOSAkjMjY00ncl7Vzumx8SL9dawx5CSGBLREZi52zdoYVkRzXL/k6SWldtOG2m+fXpXQUUxEH3YXrJE0SJIThkrIGkizhl/tnLQ4pZxLXJMKjc6O/fjREbXXRaueHoTRiIQ2CS2665AzCtoc+uFA9j5pEfAgG4vAKgX4COG5i9hROyyl5woLa4LLeYdImrAwuAZs0aeOXB4Sty9f5lcGl9yJP2oS1Vw7cSZuw4RDWLlKBLeGgcJEePGoRdl45mEdMQS2+8FgpZyA5obiBOl1Z4WN28XVJ60hBiH/hsSQ1wEdqXPg+xTUkRSa4YMYoJTTMpHXG1AoB34Z22CNxcv75STEVOWfiPqmd3QxKMRV5MorzoIxyumcpSEtx+p+W0E5vGnUZ719MsfdpCXfgk9Ak8rqM/z9Msfe4ysANiCkS44ZM7N8sIlu/2yPwyyqUrwtQ/uRP/oQ/+qM/+pnXzM/P/9qvc3G9FoDyasvrV6lQqtUqjx8//oUtVGRZ/lJACfoejf/yUswMTgfQM0I9HVwYSqtzMdzj7tkXP5ShnnTJ9O3zuzQFmmkPZb1xnkGhShhXh/OR/oW9G0khljxte2gSxq00vYsVjCYLz65T3y0gkEPqeZdcUWgXzsDpTlaAzukdmi7mPP0vLvTBdVkwtS7sSbqMcTUpHIsvsoXm4wwelYdPFyIZMubCUMl9+lhbRZ2KihyO4XVYMtZcEvdC6p2ghdqXWEVSUrDczsz6JCCmoWYtMUu5sKdkTXGnf/p8CQ01ZYrh/8XXSBp4G83TY0okCSZl5H1nCC/gWxKSFqAcXlALJlQkWyHc7V/aC3WZcO+caislNaIJHX/3nELrGAFOs0m0pZ29ZRIaEtKlw5WUhixJ+Bc0JFJKR5IvXydnDaGpuHBX7sVAVSX8gwt36mkdSVcuUXJJaki2eskokbgm6MEbF6i2EQUlbV4ySsSSUXMW3osLe4aEOmqfMb8AwbCbjBJ5dgFgdBl1Pob36AJ7S5NRF+OXmFqSKqH8D7O0/1+buISkVZAUeDJaI/6oj+FLZDUZXZMJ/skEe//9kNAJyGsypiYTfn+SvQ9O8JyArCoT02SkfzHJ/kaTat/HHLVwCdic6KLutKg0XLSJCFEV7O+No45Y/K7XbzILJZfLkcvlfu3n+WXWa9ny+mUqlDAM2dnZ4f79+ywsLHDr1q1fyI9LVdWfYnkFXY/G/3NNCAiHXk9y3iJoueJLPvy01IkIQWUg7vBkCKWQTsIn7drQPvd1YtrGbijirvR02LyUYLDVuuz/dFPpkRgAAQAASURBVCXJYK1xDjAy6FdTDFZql6wzjBspwQ4bAkwghVQzDpmSeYnNZNxK039UOrdrH4JT/8Fw0DoEHeNWmsGDC8Chyei3M/QflC/tGbcE4eAMTDQZ81ZWgAnn12lXkpfBRJMxr6YFNfYCOKmzsVcoqgraVOSy86ulok1HBY36dC+iok5HLoNJVEOZjIjrLuyd6UBOX9dW0KaiKPvO8FchIZkyflZFPugTDofIgQ5+RiXY7ZxeBaaMMmqJNs/pMiTkEetMZyEBkikRmU0Ra53O60JcJaCp9/Eu6DYwZdQR+5LmA0O8xkXdBqaMPGIR7JzvhbqEm5DwL+xhKyjjkcv6Dnuo27gIJpaCOhu9DCamIqjFF8FEk9GupS6DiSIhvZ2n9ax2TmOVQPrmKI3HVfwLe3x7lOr9Cm5w9hMTfm+M0qdlehf3/nCSra0mzZhGzQvohaD8i2nsyAz1mEbTC+kGIavTbT7+fINjyaMThHSCEOl74+wcdiki0ZWhEwTI3x1j57hP+bCLqsuokxHs76UptSXKe11UXcIYMZn6lzMY8799RteXrS9zBfldCBv39vZ49OgRe3t7+L7Po0ePePToEe12++c/+MJ6LSqUi+uXaXl5nsfz58+pVqu/tIXKqxVK0Pdp/X82zwfQIUh5U6hr94YfajBsIficD5uDECcpEVcj515coaDf+rUBmjOcIIegzcVEm+ZCsJC2EBcMp65/BmLachJ3o3kpHU+/JsSHp33rQArpTUqkDnUhqgQBRDfTDJ5Vzoe5Mhg3MqKldcZIAv1GWljd++d7xs3UsB02rH4ksIdaG0GhDZFU6Vx/c3o2qBL6rbTIVj8FHUVCv53BeXie/YEqZk7Og1f2bqR+eu9aUmhDTpcmoS0lLz+fLqMtxkXi4HBJhvJTe5iKmCU9fmXvahIeVTj9ZYS6RCvnC6+s4Qo1Cf1KQjgUX3h/ylJCBEK9sucNhXISiNnZtSTqs9ODOSQAOrmA6MvGOftIHVqPXLyjH1KpzzJRABSJ/qyKteZe2tNvpgUb7OJjbyQFE+rSdamf3ruTFmywC3vavQzOx8XzzoEE/ItJ9p/VGLgBSVkio0nwh1PsbTXpuwExBUbUEP7ZOPuFPp2BT0SRmNBl5H8yxn7Foe362LLY078zxl5pQP2kR5jUyUxFsG6l2T3u0qoM8KIGsakEkVtJ1N0G4XadhuvQGXMYTErs7h7h1BRkSUG5nSH9ZoaDgw6VoYBT0xXm3syws3JCtyyRSknIsszCvSyJ/Ovjk/VVFcpvm9X153/+5/yX//Jfzv73G2+8AcAPf/jDX4oU8FpUKBdbXr/oUL7T6fDJJ5/Q7/d5//33f2kLlYvAFXoBzf+2ibPVuMR6UiKvMJzSBrKu4J90ht2lkCCpYEcj56aDEihjwiaDiwl3k1GCjivmLQAhQt1eGZwPZANQ54aaj1OWUgjaQgJ3u3VhEBwSTJtESrJgkZ22j6+lhFjSCc+B6GZG5KFcYAvpNzPCd8w7Bx391pAKfWGvmhsweFwi9AVgSbIknu/xZWqsdnMIJoF4d5Is7Pmdh5f1E/qtlNgLL+6lL+/JQlcyeHD54DPuZnAevXoYZi6DhDIEtlf2jBspsRdeuO566jLoqBLBokX8cPjBIYmZWN7BeVw9H8ArEvob2ctgokgot1P4F1XXMqhvpAmeNc4o2JIkId+KE91n+FsU/9ebUy+DCUO21UUwQTC1LoEJQ13JRTABpH86wfFnJZp+eFZNSN8b4+BRhaobEJzufXeM/ed1Cq5/NryWvj3K3kaTQzc4G15Lvz/GXmVAsR/gRFV6moT8nVEOmw7FhouTNWirAe57KQ57AcViH2fCxk/q8K0RDt2Q0kGHwWSEIG8if3uUQ0KKuy0CPySaNhh5M0OxOqC018Hr+0TTBmO301SqDo3jAUqoMz6d5d73rhOLjtIu+NTLbRrdKj2txNbqIYdrdQY9F81UmbyZpF1xqO4PCH1Alph9I0Nu5vWi334VoPy2K5S//Mu/FFX6K/9+WYbZP8gKpVgs8uTJEyYnJ1leXv6VjCQvvk7zv20Jb6YLA2MlYYjKIYRTa3bZVvH222dgIqc1dFMXVcfwOiVnQSiJlMPTM3fEInR9YWF/et2YTdhxz6N1pSHoNByC5rAfLYE2E8Wv9MUQFYAQadpGr/sE/fOWnbacwN27wNoJEXfWG43zthmilea+rJ/PZQD9ehrnee0SzVS5miD9MhyChFDa67cz54yx0/d3K437pHLpOu12GufJBTCRhqBzUVEucX74X7zudlrYv4eXrxt88Qro3MmcB1hd2BtcnP1IQstx6bHSUPNx/7J4brBooL04bXOJPfONHPKD0unHCUAx1yP3eZGzAbIExhuZy9WUJMDEu38ZJNS3M3ifVc5nOkD/hon2rMep5RlI9G9YuF+UUTm/2ZLeydL6tIQGyMM9+d0sjU+K6IB6elP2fo79jkdLltAdH1WTib6XY7fj01IkND9EkyXi38hyMAioqxKKG2JIkP5Gln0/pAJofoghheTeynAYIu78FWAxTu7NLAeHHQo7LRRNIhixKU/VUCWZ8kYLVZPBNMi/k6FUdjhZqSMroCR0cm+kqbY9jp5UkSQZw5IZW47Tb7ocrjUI/RArqjFxJUm/63L4so478LFiGmNXYvj9kMaBj4rFyESMkaUI3X6bg2cNek0PxYDIRIRmQ6G86dJrucgqjC/Hmbya5HVbrwLKqWvxPxTdyavrtQSUr6pQwjBkY2ODnZ0dbt68ydjY2K/1Or7n0/yft8Qheboiqhjwbl3wDIoP2Ud77bNDXU7rqLYuIlRBAFHWBAmhRh/udU2fmBfgXzTNGx2a4Z0OZOVzsWBwwXBPnYrg1x2CugjhCqUQZTKC1PDOKbSAMhPDL/SEbmP4WG0ujnex0pEQQ9GDtlD8n163lBTK+4sAczVJf7MxtP0WB6x2JSmqn4vahmvDmckpmDC0Yb9oHcIQOJ5f3tNupXCeXAYYAU7nQ344BafKpT39ZkpUK+Erz/ew/NOPvf/K3qtAJEFnVsFa7Z0bWUqg3z211TnbQn8zQ/5J9WygDyHlvEP6YRkpPCsUh5XTZTBRbiXxvrhccUjfyNOs9Ok5HdKqTFSRaC6r7Jea2AOZhAJpTcG7GaPihXQGAREF8qqMcjfNkSLT6PtEFYlRTUa9leLIVCmtNwhHLPQQtOUYh6pCeauFnzBIZCz0xRhHskRpq4Wjy8SvJjAXExwRUt5sMUBUcJHFGIUQiutNnJ5PJKkzeS1JszSguN3GcwLMiMbsnTQP7x9SrncAhTCE2TdS9Joeh6t1MWcMYep6Eq8fsPekxmkfeHQ5DiFsPaqKHQnyizEUVWLjswq+H6JqMiNzMcyIxupHJQZdD92UGZmPkchalD7rokkR7BGF+JiCHBmwfr9AvxGg6hJ2WmJk2RTxCa/Zel0qlK9rvXaA8lVDecdxePLkCd1ul2984xu/NoLLkszEpsmgWD6bcWDKaGMRcVd/umcpQ+1Fk4BQjGltFTVm4F005otpKJoiTByHS0rqMPAus3ZyJpLPZXZP3hQOrBeonfK4jd/yCOunjKSh/X3DJWieA0cr4pKo9C+BiTITwSt2L9uIz8ZEK+3CnjYXwzvuXLYWn43R26kjD8LTLdSFuGj9XdAdqEtxBlsNJE/0CCUQBnybzcsiuysJwdK6CERXE8IO/aKq+VoS98Vl0FGvv+J1BSjXkz8FTur1pACxi8BxPYX7rHoZxK4ncV8Bp/Yo2DveOZgMH+s8uSzkk++kqT6roToB5tCmRrqdQdts0HU8bDkESaIy6hNuVNEHATF5WE3cTFIpD/AHAUlVQpEkgqsxjg0odV1MRaLhBcRvpOmN2bjdJgOrQ6vvo44GPK4fMygr5CI6cg+a4xKDrMXRagN9zGJQcwivJiiORzheqSPLMnpcJn8zRaPjc/xMtOyshE7+epxWP+T4WQ3PCbDjBqPXE7TdgOPnNZyujx3XGLmepBeEHD+v02u62AmNsaU4nhNwtFan13Cw4jrjV+J4bkC/oKAYPqatMHE1TuBLHLyo4/QCZEVi+mYSRZPZeVjB90Srb/pGEiuqsfF5hdAP8YOQyWtJ4lmTlx8WCYIA3w0YWU6QGrd5/uMTnKExaXrCJjMZZfWjAt26gyxDasRi5maajc9K6CGYGQjUPpHJHo+fPkTTtDP7+K/KJ/ltr98ky+t3sX73nyg/TRt+FVCazSYPHz4kFovx3nvv/drW9mEQ4vzwhGzROD9cdAl9Ji5sTC4wkvSpKIP1BpyCiSmjjUdwL+RTYytoGVOozE9XREGJ6ti1C8AR05BVRWSfDAFLSmjIgXRubQJIaUPkbdQGnPbDlJwJPf8cTBCVjl7xCZ0Le+M2QdW5pHdQJiP4pf7lvakoXqF3CUzkqQj9wxaKI37WgBBlJoJ/0r10nTIdZbDXRB6Epw0iwR466l7OszjduyB2U+dieAfdS204dX6YXXEhbEmdjwnHXe/ynrfVuqziXowJEeClvaF/2Ct7znrjksq8lfExi5II9Tr9XBZj9NYaKF5w9ncpL8UpjdpUHpQxvJBRTcZeTlAYtais1NC8QOzNR2nkZFoPatiucHdWRiROIj6DQx/ZDZCQSc9HKU1HKW+0cb0QeTlOZDHGcRBS2GzhBQHefJzszST9QUD8RY1+3KHtO3TnO+z1ffzPXAxTJ7ANJr41Td0N2X9aRVJlwgDGFuO4TsDesxrS0Gx0ZCEKocze0zKEIZohM7oQRVYk9h/WcAc+mqUwMh9H1WQ2H5Tptz2MiMrIfAzNVNh+WKVTczGjGrm5KKatsvWwiteT0OIy+bkYdkJj62GNdnWAZqiMzseIZQy2H1ZpVQfIqszoYozEiMX2gyq95oAwhJH5GJkpm43PKww6Lr4bkp+PMrYUY/2TEk7PwxsE5KajTFxNsvlFiU7DwfdDMuM2M7dSbD2sUDvpISERSRikr+gots3y8jKNRoNKpXIpn+TUYv53kT8SBMLw9CKg+L5Pv9//R0D5utarQ/nDw0NWVlaYn59nfn7+1/6lh2FI5wcHOF+UzkWAqoS+kBgqxYd7moQ2ExNgEg4PTl1Gm45d0jtgfAnADGmh3kWAsRWUjIm3e27iSFQVs5q9C5VOXEM2VQE6QzCR45oQ7V1UCCd0cEMM5/wwlNIGdP3LoricSdhyCduXgShsOJcCicgb9E9aaI58BhKdiEek2EXunR/q0rjF4KSNcgFM5ElbANbFgKPpiEg+vFARKRO2mAddeC9ib3D5sRM2fnVwrt25sHdRia1M2CIH4wI4MWlTsVV6HZekIotqYjJCJaHTbHukVZmIItGMe5wkVIwjn4QSkFRlpHGbykSU2rM6EUUipwowri4lOFxpIE1HkasDmLKpLCU4fF4nzFvIXQ9lwqY2FaO7VsfPxiHpE2Q1jiyH4xdVBl2XVFYjPmZwNG1T3ewwaHvYcZ2JK3H8IKCw1qTTdLBjGvl5m77jcbTaZNDxMG2dyWsjFMrHVGsusiQz6Dp46Sarq1XciomMjq5pzNxOoegyO48Ehdt3AyavJTEslY3Py4RhgOeGTC0mMeMaax+XCIexArmpKLGswcsPCzg9H0mWyE5GSOQt1j8t0akNUA2F1JhFesxm836ZZqWPpIYkR21yMxE27ldoFntolkJy1CK/EGPrizK1kx6qLpMetxlZiLP7qErtpIskS6QnbMaX4+w+rlIftoxT4zaTV1PsPKpRL/YJ/IDkqMXUzRR7z2o0Cj2cvk9y1GL6dpqDlw2qR1081yeWMbnyjTytoIDvyyiKcpacuLS0RK/XO8sn2d3dPfvvp9XLbyPP/fTG+SKgnNJ0/xFQvqZ1WqEEQcDLly85Pj7mjTfeIJvNfi3P3/3xEb0Pjy8Bh740nA+cEqEMGXk2irN6Xpmgy2izscsiO01G/TKAmYiKGcyF6kcbjYhZxemeqQjh2M5lnYCS1PH2OmevK0WGoLN/AXSiKkpMO5/fAMQ0ZEMRHlvDJcU0kQp3QeksxTVwg0szGGIKg0YX3VHOVeZpHXsgIfWCs7fsJ2SCSgdtIJ2BiTRiEjbdS4AgjZoEtctVkjRiEjTc89YcII1Z9LoeSn1wrn4etei6AVJ1gC6fv0YHCKsDrNO9vElbU/DrHSKSqHLDjEHzjRzHT6vIfkgYBoyN2dTeyIjBsITwlIoEHC9F8GomodGEgU8sr9O6m2XvRR09oRE2XFJ5k8btLLvPa8iqRCipZL+XpS9L7DyuCDKIoZB5I4NjKOwO5zW6rZC9lkU1ZQYPqsQjKkoKomMypX6Twie7hK6MHdfJ5VNIisTxapt+yycSNxmZi6KZCvvP6rRrAwxbITsTQTUkanseTiskmbEZXYwTSams3y/S6XTxgw5u2uW42KZf0PH74iAdvxInljHYeVTF7fv4fsj4cpzEqMXW/Qq+E+C5AaOLMXKzEVY/Eipz3w0YmYszMh9j9ZMivaEjRHLEYmw5wcbnJRrFvvBMtULGryXYelilftxF1RXsmMbsrRTbj6tUDrtohowV05i9nWLvWZ3yfgdNk7HiGtM3UxytNinutJEVmUhKZ/pmipONBsWdFkEQEksbzNxKU9xuUdxu4w4EG2z6RorKYYeTzRZO18NO6szeSZOfi9JYP/5S0o5lWUxMTDAxMUEQBGfpijs7O6ysrHxpuuLXvU51cBcBpdMR3+l/BJRfY32ZUv6zzz4jCIKfa6Hyy6zuT47p/vDw7FAPJVBmo5fABFWCiVPFtvTlYAIiC2MqelmdbSkoExGhIRkuTw3RRi4P+bGUn65gLAU5d16tSEgCYLLm5VmNqaBmXt2TUZOGmHOcLnsIThfDliIKSky/NOcJLOgFA+y+eq6LiKpIqoxSHdLPAN8Ed+Bi9sUffwgQkZHd8FIbjqQmLDwuAkdKR3Jf2cvotO/lKPzPu+h+wKguo2UNmvdyFP73PTRXtJHMnEnzXp6THx6iugEjmkwka9B4K0fhowKSE5DXZRIpnea7IxytN+gOAuyrKey8STNvc7zWoNtxkWYMOjTw50cIyir9voM2G2NkLkonqnO01sBzAoIRm5FvJehFNQ6eCyGf54RM30whazK7T6qAhOf4TN1IoukqW0MwCfyQscU4uqmw/vnQqUCCkbkkybzF6qcS6UQUz3cwsyHlZoH1R0fIvo5p6+RHbBJ5m837JboNFzOikZmMEMvq7D6u0a156LaoEBJ5g53HVZwmxBNRMhMREpMaG1+UqBf6BHjYWZlu6FP+okmn6iMrErnpKNnpKLtPqrQqfcIAcjMRRhdiwxaUg+eGZKfsIUiU6TYc3L5PZjLC1I0EO4+rtCsDAj8gkTcJFZeDZ42z6sKMKCy8lWP3WY3SbgdFkVFUmcV3cxy+bHKyKdhgsiox92aa8l6Ho/Umiiaum76dol7ocjgUXJq2yuSNJJ3GgP2VGoEPZkxl6noSp+9zuFJn0PWxIiqT15JM30whSRJBEPzcakOW5bPqZXFx8VK64t7eHrIsn1UumUzma6tePM9DluVL51+n08E0zddivvOrrNfmXZ/myrfbbYIgIBKJcP369V9I9f6LrO5Hx3T+bv8SzbSR9khttC7tBdMG0labM/qoDNp8XFBtOb9OO03uO10KqBNDgDldmkQ/GqDtnwvlJEsRtiMXwESyVcK0OlROD1/XVlDzFt7OBZCIKKgZ6xKYeGqIln6lgrEU1Kx1uZVmyuKxF/YCDbqaR7R54c/AkFGSxqWEP1+H7XiPzJGJpoAiSXhayHa8S2pPI6bIGLIEpkz/ZprGD4+IKzK2LBGaMt3bGar//YC4KhNXBFC2vjHK9os62qSNv9fGiWsMvjHK7ss6jEUIDjt4aZ3O+6Psvqjjp00sPyRMG7TfzLG/0WBgqdg5Cyml07qZ5mCrSbfuYMV0snMR5IjGwYsGndoAXxrgqE0Wrs7QOPBpVwcYEZX8Qhw1obP3vEar0sewVUYW4qhxjb3nNbr1AaqmMLYcx7AU9p7V6Lc9JAkmriSwYjq7T2t4A58gDJm8miSaMdl+WCb0QzwnYOJKguSoaBkFXoDnBYwvZhiZj/HyowLJqEOvO0CJeBzXt9n6346RfA1d10jmo4wtJFj/vETxsE4o+eTGUuTnI2w/qlI/6aFbKpGUwehSnL2nVbyWTDITI5rSSc+rbD8u0zh2QQ6IpDSMjMHO0zLVg54IexoxGb+SYP95g+phh2BYhUxeT3LwvEb1sIfvCeCYvpni8GWT2mEHZxAQz5pM3Ejw+KMTqn4Xt+8RTRvM3slQ2m1R2m0TeAF6VGXh7SzVgy4nm02QRETz4ttZWhWHg5UasgxhADN3Ugy6HruP6uI6YOJaElmW2PxCkCpkGcYXEphRlec/KuD2AzRdIjcXZeGtLMrQ8PHLvLJ+3jpNVxwfHycIAhqNBtVqlb29PV68eEEsFjubvfw61ctX+XhFIpF/kHny8BoByqmFytraGgBXr179+sDkkxM6f7N/maK6lCSxekH9LMFgTEHb6nFRi6AvJcVs5XTJoC8lvmQvKZTsF/a0uTjRtQt7itCaXLQTQQEvKSMfXHhdTUIdiQiTxNNlyGg5G3fnMhAN1AHaUe/SnpwzcXda5xqGiAp5C2ereaZh8NSQZswnXlHO+K6hIRPMRHFeNs7aTb4S8nCygz3IUHQ7uMjkLBnnn00jrTWoehXcMGDElPhipIm3MiAdSLhBgBlR6H1vkoPtJqEm4bkBlqEw+O44+1tNJClkYChM/I8zBFFN3PlL4CkS+X86AQmDzaEyPpAg/s1RpIzBxn2he5FUieRbWZSsyeaDMu7AR9UV0hMRIimDrfsVei2HntsBu8+Nu4sU1nq0qg5WVCU7HSWWNth7UqVZ6mHGNDEvyJrsPK3SKgmAyUxGSWQtdp5WaZT6aIZCfjZKPG+y97RGs9xDUQS1NZG32H1apT00TxyZj5Met9l+VKHfdgm8kPxcjNxclM37ZZyuh+fAxGKGqesp1j8rESoten0H12xT6tc5+u8Fes2AwA2ZXMqzeC/P1oMyreIARZExbZWJ63G2H5ep7vdQdQXdVJh/M8v+8zp+yyCdsZA0yF6R2V2p0jryUHQFO6aTmYtR3GpR3G6BLBFNaEzdSFLea4vDPwQ7qTN1I0llv0Nhq4nnhESSOlM3kzSOuwwqMpLmi+uup+jUHY5WG/TbLlZcZ+pGCqfjcfiiwaDnoZsq0zeTeG7IwUodzwmQZJnp20k0Q2H907KIgQ5h+kaKaFrnxQcFwiDEdwPGrybJTEd48rdHAsyDgNxEnGu/N4punp8bQRD8Sjq1s6+xLJNKpUilUiwsLDAYDKhUKlSr1bNs+IuzF13Xf/6TDteXMbza7fbX1pH5XazXAlCCIODx48dnFiqfffbZWZLZr7t694t0/mrvku5Au5rEfVE/b/FI0MmDfeidzQaQhQXKJZBAeHE5F32PAG0x8dPXLSTOWmQhQgB3ce/0dQd5Gf1ocP66kjCjvNg2Q0aYLr6yp4zZRDYvtJtUCec7Exz/rzsYfkBOlZENBfc7ExwO20h5TUbSYPsKaJsGHcdhRJPRbZX+749x8nEBadha0g2JZ9N9bG2MXt8nspBA1qF3Nc3Bbpt228VcSqBZCs5Skvh2g2qzRSXv4MguxfQA58Ee4UDBno6SzlgMJqMc7rToNhxkWYjarKjG/os6Ts8nDELGrsSx4zr7z6t4boDvip5/LGuy87hCGAS4g4DxpQSJvMXGFyUCL8R3AvJLMVJjFmsfF/A8n2aziZkOufnuFfYe1Rl0PRRVIp43SY/bbD4o06466KZCImeRnY6x/ahMs9BDt1XieYv8bJTtJ1XqhR5GRCWRNRmZi7PzuELtuItmKGIgPRtl/3mN6lEHVVNIjdvkZyPsPa9TP+4iSRKZyQijizH2hs8XBiGZCZuJ5SQ7T6q0qwNCX2V8Ps7snTQbD044rlfxHVCjPgO9zJMP2jhNGd8TVNm5N7OcrDdonAhGoW7JzL6RZP9FleJOR+gvZIlr741Q2utA2yWRkvADn8SMz+rjfbonMpquoBs6Y1fTtKsD9lcayIqEospMXU/S7/rsr9QJghDDUpm4msAb+BytNvFdGTOlMnk1iSTB/vMavZaHYWuMLybQLYWNz0XrTLcVRhdiRBI665+WaNcHqEPmV3LEZP3TMr2GA7LE6EKU7EyE1Q+L9NseQRCSn4syeS3Byo8FccB3AzJTEW78/ihW7PKZ8esCyqvLMIxL1Uuz2aRSqbC/v8/Kysql6iUej//MSuNnUYb/sUL5NdbpXcDVq1cxDOMrnYB/2dX7oihy4C+qpF8BiVCCZtYjXlAvH+pXUkIXAZf3Xr6yt5zAfRVgriSF8v7i3tJlMAnDkOIkRHY9NFkaRsuHBG+N0PykQEQWraWQkODdMeofHBNRQDvd+71xKn93iK2AJUuEUoj3T6fZPWyLauSwQ1QC/Q8m2dppQd6iv9MkSkjjpoHXi+BlXOSGQ1+TCL89ys5uGzemo9UdumrI3pyHJo3Sb/vopkp8KkJk1GbvWe2sZZQajxAZtdhbqdGuOiQyMVLjNom8yeajE1rNDh59HK2BLEfwnrVw2hJWRCc9FSGaNjh40aBR6qHpCvm5GLG0weGLOo1yH0WRGZ2Pk8ia7D+v0Wk4Z7TYRN5i90mVQdfD90LG5mOkJyy27pcZDFxqpRbRUbj9jSV2H9VwBwGeE5Cfiw3bSEX6HY8wDInnbMYWE2x+UaJdF4dZJKkzsZxg+1GVWqGLqslYUY3Jayl2nlSoHHbQLBUrpjF1Pcnusxrl/Q66qYq78usp9ldqlPbaqLpMLG0wfjXB0WqD0m4LWVVI5EwmrqU4WqtT2m1BKBHPG0zdSHHwssrRVh0pUBifSTJzN83+eplSocWg56PZAWHMZ+e5T/PYw+kJdtPcnRTNokN5VzCeTFtj+k6C8lGb480moQ+SKnHtvTEGPY/WVo1IxMPzPPS8w8vnawwKFqqqoCgqUzeTSJLE1uen7gIho0sxzKjKyo8KorpQIDcbPaskei0XTZfJz0ZJjpmsfVKkXRugWyrpiQi5uRjrHxdoVQZopkJqzGZ8Kc7qJ0UahR6KJpMas5i6kWLj0xKNoqjCU2MWM7dTrH9aolnsEwQhiRGLK+/lied+Og/+y8wXv651mq6YTCbPqpfT2cvBwQHAWfWSyWR+qnr5P5qoEV4TQAGYnZ29xHr4dXPl+4/KtP+33Z8Gk4s6E6CZdIiXdS7eD+hLCTGo55XHXgQT+afBCVlCu5LAveiki4Q7b8Jq/ZLZ3uqsg9PRsN2QtAJpXcL7g0lOjnv03ICkIpHXJLzvTXFU7NF3fGKaxJgq435vksPKgIEfYAcSE1qA98+mOCz06DZdAltj7PfHUUZt9nbauAOPlj/Am+1jX5tgUFHxfQ8HyH9vHHXcZutpncAL6Xsejek+TETwK0nCICAMApIjEVKjNlsPyriDAEmCeNYiNSbaOb22i6opxLPizv90WJzMxkmOWMRHVTYflqgXOoSyg6frRGSP7SctOhUfK6IRz5lkJiLsP69SPe5i2CqJEZvUhM3Bixr1ky6KqpCdsslM2Oy/qAvaqSKTm4qQmYqwv9KgdtKm3e6QGNe58e4chysN2nUH3wvJTkcZnY+z/bhCr+Xi9gOy0xEmriXZflym23Dx+j6ZKZvpm2m2H1dpVXoQhERTBnN3Muw+Fe8PScKwFObvZtl7VqO81xZDZU2YEB6+rFPcaaGbCoqqMHsnQ2G7xclWC81Q0AyV6VspKvsdjjeayKqMGVGZuZ6isFNj43EBTVVIjcaZuZWmVRrQOvLRFJPEuE7+ikW10OBko4HT9zGiClZOpV7pUFjvMuj4WDGd6RtJfCfkeK1FvyV0JWNXYjgDj/1nNZyeJ97zG3nsuMHGFyV8ZYDn+siJJvsnTfqHJlKoIiMzcT1Jetzm2d+fCPGhF2CmAkYXYjz9u2MGQ3eG5JjN2HKcFz8u0Ko6yIpMNGUwczPF6idF6oU+qqFgx3UW7qVZ+6xM7aiHasjYMY2FtzJsP6xSPuigqDJ2Umf+Xpb95w1RaQGRpM7i21lG5r9c6Px1Vyg/axmGwdjYGGNjY4RheFa9HBwcnM1eTgEmHo+/Nk7DX+d6bQDl4vplLexfXf0nZVr/bevSnvbK3CNE5Jcka6+AyanB4oUV/t4Y+z85xvACEopIOgvfH2Pn0wK6G5BWJWRJIvjmKDv3S6iuT1aVUWSJgwXwjgbobkBelVEVifWJLl01jmyZhGOuaOu8k+ew6VJrOkRmogRugP9GjsO6Q7U6wF5KIPvg3UxxVHeolnqYS0na9Tr1G2maNYf6kOefn4kRG7U42mxSK3To9juERperd+ZpFQIapR5IIfmZGIm8zeHLJr2mQ783YKDVmZ7N4dUsBq6D2w8YmYuSmYqy+7SK5wS4fU/MAWajbA8BxnN88jNxcjPD2UBPGFnG0qI9tPWwDI5OIqWTyBtERmHncYV2ZYCsSIS6QS6jsfO0Qv2kj2mr2Emd8WUxaK4eCoCxEzpjSwn2nteoHLTRLZVoxmB0Ic7RyzonW3V6gw6p0QjX35nmeL1J+aCDJEukRi3Gl+IcvhTD5zDk7M54/1md+kkP3w1IjVpMXk2x/7xGo9jD7fskR8Td8uFqnfpJF7fnk8hbzN3NcrwxHGb7IVZcYfFejuONBsXdtuAJyhJL7+Yo7rY5XmugKBCGEnNvZqkd99h/UUPTFCBk5maK0lGT9fsnmJaOaVlMXxdD6r1n4u9SMxUmryeRZGgfyRiaSSQqk57V6PXb7D5pELgSpq2SmDRRDIm9h3UBJrYq2k1xg60HZdp10e7LzUawUxrb9yv0mi6KojJxLUV+LsrLj0/w+n18f4CW9GgHA45/UMXrSoQhJMdMnEibFx8UhuJDn8xklLk30qx9LMSHgR+SzJksvZNj44sy9eMekiShmwpX3suz+aBKZa+DqkkoisSVb+Y5XGlQ3G6haAqyKrHwZobyfofj9QayLKHqMnN308zcTH3lWfCrDOW/jiVJEolEgkQiwfz8PI7jnFUvT58+JQxDTNMUEdqDAYZhAP8IKL+R9eukNnY3G9T/p83zBDdAupak9byGcapXAIo5l2hBI5DCMw1EeDtD5WEZSz432/PfzXPkhfRtFaU6wFAk9PdGOHACnKhOt+ViyRLmt0fZ7fp4cQOpOsCWIfL74xxsHmAYKnYQEgmhNN6jb2bQ0fHlAONKiuR8jO3nNTr1AYomY0xESC/E2Vmp0Sz30S0FM22SXoyz96JG7aSHGVGJpg1qmRoHFQe36WLFNCJJg8xkhMOXNcoHHXpuC9n0ufXuVaq7veEhrJDI2yTHbU7Wm9SOuwzcPq7SZunmFP2STKPYET3/6SjpcfF8zXKfMIT8TJTMZIS9pzU6TRffDcjNxMjPRth9WsXpuAz6AfnpCGPLYtYw6Hj4jk9mKsrktSTbjyuYSgQlbmJnNOwRj9XPj+k3fVRFQ7FN8ospdh9XqR13UTQJzVKYvpVm71mVyn4XzRbD55mbaQ5W6hxsVBn4PZKZGDfen+Rko0Vpu41mKJhxjYmrSQqbTQrbLWRVIpbWmbiWoLjdprjTBAliGZOJa2kKOy3K+208NyCeES2o4k6L4k4LdxAQyxhM30xT3m9T3BX6h0jaYOZGmtpJl8J2C6fnYSd05u5kaBR7nGw28N0ARVOYfzNDr+FwNDQl9b2AhXdyVMtNNh4UMCwTTdWZuZkiBDa+KCPJgpY8vpxA1WReflQQrGRZYmwxSXrMYuUnPpauEeoBkRGJ5qDC7g/KhK6KbqokxyLkpmOsfVIUindLJTlukZ+Lsvl5mVZpgGrIJEdNRpZibH1WoVvz0DSd/IzF1M04a58VaVf7BL6PEQcl49NeV1AGAwJftKDm30yzdb9Co9QTyYlZi/l7Gfaf16gddfG9ADups/RujqP1JuXdDgGgqTJX3h+hvNvlaL05VPmHLL2Vo9Nwhj5gEAYBUzcyLL6TE9d8xfptVig/a+m6zujoKKOjo4RhSKvVYnNzk1arxYcffgjA//K//C/0ej0s67cX/LWzs8O/+3f/jh/84AecnJwwPj7Ov/k3/4Y/+7M/+6UIBqfrtQGUryO1sdtw2H5QousEpIcU1eBOhmIIXTcgJUskNShMhviZUY72iyROW0tvZCmqMm1XeDCNajL+vTzHqkRlv4OctchMRpEnIxx1POrFLmFMIzeZRxmzOGy4tKt9fFUi//4o2pjNXqGP2wvxCAmuKGwZfSxtBGUg0++65Gdi5Gej7D6r4fRc0ZKZtBldSLD7tEK/6wpBV8pkdD7OzuMqvbaDLEEkoTM6H2fvbw+RAwfbtjCjGmOLcfaeV6kctWn3WphRmTe+dZWj1SbVow6GLfr7Y4sJ9l/UqBx0cIM+ntTn1rvz1A89Kvtt9IhGNKUzMhMVX/j9DpqukBi1yExFOFpvUD1qI8ky6TGb/EyEw9UGtRPhspyZiJCbjXHwvE6zNMDzguHPFhcsqOoAt+eTnrSZvpFif6VBVJdRTBczEaJnHe7//SpBV0VGJT0aYfZOmoOVGrUjUWHphiqYTCs1DtYqDNwByXScG9+c5HhNAIdmyEgKzN1OiQpho4luKsiqzMytFNWDLodrDVRdRjNkJm8kaBS6HK81kCQJO64zdT1Ns9TjaK1BGITYCZ2pG2lalT7H6w2c3jm7qdsesps6gt00eS2J0/M4eFEf2pgoTFxLEfghe89r9DoeuqkweSNJs1Fn62EZTTZRJI2pa0l0S2Xzi5JgPLkwdSNJLGOy+nHhTAU/fiVBdirCsx8e43s+gR8yupBg+kaKZz88QldcvMBDsX0awSFH/3uZoKeg6RqRlMH83RxrHxdolR1US8GOaszdTbPxRZnq8XkLau5umr2ndTplH9M0sBMa4zcsdlcq9KsS0MWMKcSnDPaeVyntd/GdgEjCYOZuitJuh5NNYTRpJ4SpZLPc52i9gdMTrbjpWykGHZeDFzV8J0BWJWbuCvHnzuPa0K5EYvpmihu/P3JGD/6q9boAysUlSRLxeJxEIoFpmiwuLvL8+XMKhQJ/93d/RxAE/Kt/9a/4wz/8Q77//e8zOTn5G3svL1++JAgC/uN//I8sLi7y7Nkz/viP/5hOp8Nf/MVf/NLP99oAysX1q7S82rUB658XqXc89IhGp+cSuZPjOKpTOWyjJ1RabQ/mDJzRDNXDDnJaQutJBG/mONYVyvttIvNx/IaDfz3FkSpR3u5gxcQhnJqLU9xrU9xrY1gq0ZxBcjZGcb9Dab+NqglbieRUlMJ+m/JBG98Bye4gxzXi6iTNQp8w9MhMRklPRDhaa9Kq9Am8gOxMlOxUlL2VKt2mg9P1yM0IiuneSpV+x2HQ9chNRxlbTLDztIbnSKiEYrh7JcXO0wqNcod6rUFqzOLWe/PsPavRqoqhpmkLJs7uU3Hn3+23UUx481vLFDbbVI+66LaKbilMXUuyv1KnfNDBimjotsLElQQHL+uUdzsYEQUrZjC2FKew1aS820YxFKIpndHFOIXtFqW9lhhe5i1GFuOcbDWpHHYgQOgflpIcrjapHXfwnIDUqACY4nabntymxwAtGtDXy3zx91WCrg6+Smo0wsztFCdbTfbXhQNtdjzB8jsjlPbalPfbhGGIrMgsvZOjtN/lZLOFrEgEASzdy1A96nHwso6qy4QhzNzJ0C477D2roehC1Dp1PUWv7bD7tIasSMiaxOS1BJ7jsfe0ShiGGLbKxJUkYRCy97SK0xcuvBNXEsiKxPbjKr2WixlVGVtMYFjqmVhQsxRG5+P0vRbbD6vIvoFua4wuJIhnTTa+KNM5ZcQtCgry+ucl+m2PMAgZWYgzOh9n9eMi7sDHcwPy01Gmb6ZY+fEJg55P4AXkp+Msvp3j5UcFen4HP/Tw1T49q8nn/73BoC6hqiqGqXLt98bYflimetgT4kNZYuGdNPsrNQrbwznRUJDYOOnTK0nIskQkbpFdVikft6hu+kiSjG4pZOZ1ug2Xoxd1nEGAEVGZuCY+r/1nNQZtF91SGV2MYdgq65+W6LVcVF1hdEGQL15+WKTfdpEkiZH5CDf/YAzN+PnH129yKP/rrtOhvKZp3L17l//6X/8r//bf/lvq9Tq3b9/mL//yL/nzP/9zDg4OfmM/w/e//32+//3vn/3v+fl5VldX+Q//4T/8HwtQfpkKpVMfsPZZgXZ1gOeHRN/IkpqLcbTXplns0my08CIdrv7+NM26SqvQRZJhkFUYTOrsuRKNw47o1cZUst8e52CjQW2vg26rKLrM6EKCk40GlYMOVkxDNRXGlxIcrTco7bWx4zqGpZCfi1PYbFLaayPrAaHaJ5bVSenjlPZEzz+WNslOxShtNynvtZE1mdS4TW4iQmG7SfVQUD3Tk1Gy0xGO15rUT7qEAWQmI2SnYxy8rNOu9PF6kJzSGJkXlUn5uEGz1mZkNsGVe1Psr9ToNPo4/YDMhMXkNcE8qpe6NBpNohmV2783z9Fai2apjySBaanM3Mqw+7wu2k2KhKJJzNxKnwGMbshIisLM7RSHL8VnoNsqqiYzfTMtWktbLQFOhsrUtQTF3TaFzRaqLmMmxaFS2m9T3G4iKRKxjMHElQTl/TaFnSaBjwCOm2mqx12OTup4AwfZdGhLTZ59XqdTDPBdyI0nmL0jZhKFrRaDjkckZTBzK0Wj2KOw1RRK/4jO3BtpWlWHk40mgR8SKCEL97IM2h4HL+si190LmX8zg+f67Dyunu1N30kDEhufl4Z7wrJEt1RefnhCGIKiSkOTRIOXHxVwex6aqZCbEYaIax8X6TQGGJZKdiqKo7bYe9RE8SwMW7CgRuajgslU7qMZMqkx0T7c+GxodyJLpCdtJq8m2fiiTLMoMlUyYzbTQxZUuzbA9wRIz93NsPF5WajbXUiPxlh+N8/OszLFZgvXDfDlLtHsgOef7tA+CUCSUTSF698epbLfobjZQR62oGbfSFMv9Nh/WgdJGAXN3E6jKDKFZy6WLQ7MxIRMpV6iviFBqKCpMpmh/mflgxP6bQ/NUMhOR8lNR3nxkwLdhnvm+TUxpAe3KqIdnMib3PlnE9ixX6wd8zpWKKfry6QRvV6P+fl5/uzP/ow/+7M/o9/v/9bff6PRIJ1O/0qPfW0A5ec5Dn/VatcGrH9WoHbcwx14otUyE6Ww06JR7lE+qaNEXW6/vUSr6NOu9ul3fdITNoHhUT3sEdEGeG5AKmsythjneF14KPlBQDyqMr6c5Gi1TqvSR1LEUHTiqjiYGwVxF6doEuNXxNC2dtzFxaHTaJKbt3CqCsViGzOmoeviLv9wTVBH7biGbmmMLSY42WhS2G1hRlTsuM7InPg5irttNFMmkbfIzcYo7rQEECki6yE+qnK82RJ36oMB43MZZm/mOV6rUz3uEHgh6XGLsaUEh6sNKoctmvU2qXGLa29Pc7zWpFnu43R9MZC+keJwrUar1McbeCRHbGZupTlcb1AvdAmDEN1Wmb2b4XC1QfmwjSSLu9T5NzIcrzcp7jRRNAUpgLm7aQo7QiRnWApIEjM30lQPOhyvNtFMcXBN3RCH/9FaE0WVMWyZyatJmpUBx+tNZGSS+Rgzt9JUi022HpcI/RDFCHDNOrsbDt0C+A7YcYPJq0l6bY+jtcbQgl1n8loKtx9w8KJOryks2CeuJQn9kP2VGk7XQ9Vlpm6mkRSJ3Uc1PFc4D0/fSmHYKpv3RdSx7wRMXk8Sy5qsfVQEwPd8xpeSZCZFCyoIAoIgJDceIT8b4/mPjnG6LrIsEc+ZeFaDoyc9FM9ENxViWaFGX/ukQL3QR7MUIgmd+bsZ1j8vUR3qXiIJnfk3smw9rFA5EH8L8YzB7BsZdp8KwkIIgpn2Rob9F3Uqhx18NyCaMpl7I0thq0X9qI/kKyQzJjN3U1QLTU4O2wx6PooOyTmN450S5S3h6qtoYhBOIHH0okmImP/EJkDRYfOToRDVC5i8mmJ0Psbjvz1CU30810NLBDS8Iw7+ukroSsiSTDxnM3MryfO/P6FdFcARSRosvp3lxQcFmkVBNrGiGm98f5JE7hefMbzugGKal6nOr1rXv/rff9NrY2ODf//v//2vVJ3AaxIB/Or6RQGlXe2z8UVRmMf5AckRi+yUTfWoy8l2g8JRCTMRcvvdZdplj+phm17HJTVmkZuK0ip6dKs+3aZLctQmOxPleLNJo9Sn13RJjQhX1KO1Bq3qgH7XI561GL+S5GitRrsmgCiaNpi+nuZwtUar3KfVbNMftLj1/ixOVaNb85Al0A2F6ZuidVA5ENoEWVWYvpESFNPdFoapoGoyU9dSnGw0KW61MKMqhiU8iko7LQpbTXRbwU7qJMZVascDtp8d4wUuE3M5Zm/mKe40OdkWtjKJvMnoohg+H65XaNRbpCeiLL85RXG7ReVAON8m8iZjy6LCqh526bVdEjmLyWtJTjab1A67DNoe0dT5kLp22MXp+ZhR0RMv7bepHLQJvBBNV5h/K0t5vyM0FuLmloW3slSPuxwPvZuCAGbvpGkUeuyv1FE0GQiZupGiU3fZe1ZF0SRkVWbqWpJWrc3WoxK6ppDKxLn53hyZdJbqjku72aPvdpESHWrVOnvPKvRbLmZMY3w5gawgZhdNByuqMboQQzdkdp5U6dQdVFNhdCmOHdPZfVylU+8jSRKjCzGiKYOthxW6LQff9RmZi5LMWWx+UWbQ9XD7PvlZMRdb/aiA7/q4fZ/cdJSpG0le/OQYZ+DhuQGJEYsg1uT46QAVE0mCSMpg4c0sa58UaRT6SIpgQS2/m2fjixLlffE3o6gyV94bYfdJjdJuG82QMWyVhbdynKyLvxlZkTGjGnNvZCjvCWZU4AVYw99TsyhmQk4/wIgoTN9M4Q9CarsueAqxpM3srQy6bnCw0qJV6+EFLrFRkLSA3cc1Bj0BEmrCYXopz86DOk7fx3MCslMR8gsiw8R3AwIP8tNx3vyDRcJiGilQ8H2QTBcnWuTzv9qiUepCGGJENK7+3girHxepnXSRVQlFkbn7zyfITf/ipolhGL72gPIqA+3rSmv80z/9UyRJ+pn/Xr58eekxh4eHfP/73+df/+t/zR//8R//Sq/72lQoF9cv0vJq1wasflyguNvGiqsoqszIbJzKUYeDl2U6gzbJbIRrb89QPexQ3BbspmhcJzcdo3LYoXUiRG2JEYvcdJTqnjj4JEkiOWaTm46KA/ewTRiEpMZF9XOy2aR20sd3RKUzMhfjaK1BvdilXm6ixUNuvrtA7WCA0wrwBhCdMpm6muJwTbSqfDcglrGZupbi4GWdRrknFMgRlekbaQ5enmosxJdp5naW/Rd1qgcdVENGkmRmbqV58lGN5omwCk+n0szezlHYbHCy1cKKqSiKwsTVJKW9FrsrZbzQJTuWYPGNUeGrtCVM+qJpQdGtHnY52WoiyTKxtPB4qhx0KO628N2QaMZg8mqcykGb0m4bZ5j/PXUtSe2oS2m3Tb/jEUsbTN1I0Cj0KO60GHQ9IkmdmZsZWuU+xe0WruNjRmRm72bo1h0huhsaLC6+lWXQ9Th4UUOWJXxXtKDqtTZbD4sYlo4m60KZHUoUXvaxIya+G5BftPGlPntPGqKHrijE0zKoHlsPmzh9H91SyM0KkNj4vESv6WLYKrnpKKlRW7SHqgMMWyM9YZOdirHxRZFWdYCmy6THI4zMx9j8okyz3EdWJDKTUcYX42x+UaZV6QMSmUmbyesp1j4p0h0y4pJjFn60Tn1DQgkNvIFPctRm4a2csFSp9PH9gFjSFMDxVLj1ShKomsK1b40M5xlNFFlQkJfezVPabXPwso6iiWp/7k6GTs1h/3kNRZZBCpm8nsD3AnafVAkCkYkycSWJqiusfiyU55opZhepMYvVj4tInoIV1YjnVbSEx8qHR3hdGVkDPeZz5e1JDh606dQdZEkiNW4xdTvF2kdFunWHMIR43mDuzRQvPjih13IJPYlUzubq742wcb+I2+7hOgGy6WKMBax8vEfrxCcMQDEUbnx3jIlfMsI3DIXg7HdBG/5F1m/SeuVP/uRP+KM/+qOfec38/PzZ/390dMR3v/td3n//ff7Tf/pPv/LrvjaA8mrLy3Gcr7y2Venz4qMTasddZE3w/CevpijstDjYKDFwu6QyKa69MyHon3ttzKiKLMuMLycobLco77bRIwqO6zK2GB9SQttYMVUMCOcTlPabgnZqihbDyFyMykGb4nYbRZNIjFqMzMUo7bU52anTaXew0yo33p6hetSnctjB7QeYSYnxhThHGw1qxz28gUdq3D6bwTSKPQZdl/RYhMlrSY43hHLc7fskRixmrgsb72axh+f6RFM2MzdT7Dwv0igOkGWVTDbF/N0sx+vCFlxRZQhh9m6awlaT3RclkAMS8RhL90bFe95sYdgqkiT8kmrHXY7WG+iGgqLJTFyL0yz1OVproGgydkLMQlplMX8IEWyzqWspwXjaaOC7wuNp4nqSdk1cN+j62AmdiatJui2H4/UG/ZaHldSZuprA6XocvhS+T2ZMY/JqCm/gc/hCCPZUXdxB1+t19p5W0VUDBY2pm2kUQ2bn0dD9dxAwdTNFJKmz/tmASNTGGXgkJ1QkfcCzHx2AJCOHMsnxGMkxk9UPxTBbViWSIxYjc3FWPzqhXXdQdVmYHy4nWf2sICjcpqBrT99KCRLISQ/VVIimDGZvp9m8X6Z6LKxXohmdmdtpdh5XqB4LQIimdfxIjcGxRtBVCPxAqNvfyLD3TAgm3SFIz7+R5XhDzNlcx8OOCWFf5aBDYatF4AUopsLiW1na1QFHq4KZFviw9FYW3w3YeVxBksH3g2HLTmPlgxMkCYIgZHxWzHWe/N0RvisEq+mJCKNzcZ7+8JBe0xGq9RGbxXdyPP/7YyQvQNF9FMMnMQvPf3SI11FRVQkrabD0jRE2Pi2ezXpOxYdbDwTlPQxC7LjG3L00By9qNE8GhD5EkwZzb45RLTSpHHVwByGKFhKZlIlNe7iu+0vZMZ0Kpf//sULJ5XLkcrlf6NrDw0O++93vcu/ePf7zf/7Pv9bn9doAysX1s1perWqflZ8c06r0cfseiRGbiaUExxt1DneK9Ls+E3N5Zm5mOdls0iwLdpOmK0xeSw2rC1FGh4pENAsnG2IQrpsKsjQEp60G5f02ZkRFVmUmriY52WpR2mliJXQUVWZyOcHJTovDtRp9r0s8Y3P9G5OU98QXXjUU7KSGnnXF8HmnhaJIJHImowsJijstSrstwhASeYuxITOqctDBdQOSeYvJK0mOtwQLyun5JEdsJq8l2Xh6TGGvjhyoRFIiT6Kw26R61MUd+MQzJtO3Uhxv1dlbLUMokUonWHhj2ILaaSPJIr1y4a0slaMOhY3zFtT8nTSNYp/j1QaaJRP4MHk9RbvisP+iPqySJCavJem1XPZX6siKhG4rjF0ZgsQL4ftkRVUmriRwBwEHL2q4/QAjpjKxHMcPQvZf1IWJYFRjfDGOrEjsPa/SbbhC1b0Qo9mucfiiiRwY6JbOyEIcM6Kw86hKr+2iKDJjyzGiSYOth2Xcvk8YCiv53HSM9c9L2JaGM3CxR2QGao3P/6qOjAKBTH42ztSNFCs/PmbQE4+NZU1mbqd5+VGBdm2AJEuYUY2Fe1nWPy1RL/RQDQXdEm2pzftlKgcdNENFNxWW3sqz+7xGebctBHuGjB+vITVsBjVxE2UlVObupinttCnttPD9ECuuM3M7Q/2kS2FTVFRmVGP6Vpp+y+XoZZNBV1jbT18/pyA7faF4n7qWRDVk1j8v4bkhEjC2HCeZt3nx4YkwWPRDRubjjC0nePK3hwS+ULxnp6LM3cnw+G8P6A/zbKJpg8W3c6z86IRmuU8Q+shawL1/Ps/2/Rphv42qAVIAmRpf/E0XpyYjqzKaqXDlG3mK223Ku23hLmCrTN1JUjsRzLvADdEshcnrCQInpLrjEHoyVkQhP28xdk9hf3+fly9f/lIpi687oHyZ6LLdbv9WhY2Hh4d85zvfYWZmhr/4i7+gVCqd/bfR0dFf+vleS0D5qpZXo9zj5YcFKgdtfDckOWYzOh9jf63CwWYJAoXpxTwTS0kKmy1alT799rAaWE5Q2GzSqvZxex7JUZvoqMH28y6h3sfzAtHOuZbieKMp+rmAaqgi/Ge9Se1I3PlLSEzfTHO43uRoo4Lj9YknY9x4b5LClggJMqOqUGfPWRyt92l3mlhRTdz5X01SPmhT2GqiGQpGRGPySpLKkeDpK5pEPGMycSVB5bBDcbsJkkQsYzG2HGf96T7l3S6mbqHFIDGlUtptUT4Q9uHxrCl+jq0qBxtVJF8lMxYXVchJj9Jum0HvtAUltAClnTaeF2AaKjO307TKDoWtFqEEvguLb+foNgYcrDZQVJnADZl/M02/IxTciioR+CETVxL4TsDO4+HcA+G7JUkSu48rIrfekBldEDGzG/creI6PYaqMzMUwbI2tR2X6LRfd1sjNRmkMqpTWBii+iRnVyE6JBMHth2XaNeEFlZmwSY9G2HxYoVXpo2gy2akIuekomw/KdBsDQGJkNnEWH6tJfTzXQ08EtKVjPv+rOqErE/oS6fEo829kWPu0SLfp4HtiRrf8bo6Nz0viRiUE3VK49s0Rth6Uh8NxITS88l6e/ZUaxe0Wmi7jBwFKuonqxGgWAxRVRpZh7naGVnXA4WpdWPwYClPXEwx6LvsrNTwvRLcUJoftnr2nVfod78xm34xpgkbccodMsgjJEXvYYnNQVYXsdISx+TgvPirQH2bSZKYiglr8gbBKCfyQ5IjF0jtZnv3oiH7Hw3N94jnRdlv7pECr2sdzfVQr5I1/NsP+E5GQKFTrCrf/YJzjjSaH9RrIIb7nIad7rD/zaOyFKIq4CZm6mUKVFA6eCddoWZXIz0cxIooI9+oHKJpEdsrm3X85hxkVVcmp0+/FlMVTcPmyjPjTm9LX1Wjx1QolDEO63e5vNVzrb/7mb9jY2GBjY+On9C6nLcNfZr02gPLzWF6NUo+XH50M7/wFfXBkNsr+WomDtSqmpTMyl2Z0IU5pqAshhOSomHEUtltUjwTLJTVmCwHgaolBI0Qx3GELKs7xepNWpceg45EaFbTMkw3BgnKdgGTeZPJ6iuONBkdbJQYDn/xEmoU3RkSlc9xBkkBWZObuZNh+XqBTCoknhdZh9naGwnaT0q6Y6YDEzM00xb0WheEAHmDqWorqYUe0oCwFTVcZvxpj/ekujQOPaCyKFdOx8g6V4w5uzUVVFSJpk4mrSQ63yxyt19EUneRIhMmrCUGf3W3hdnzstM7k9TTt2oDCdot+y8VOiZlEvzVsVXWE+n7yWop+2+F4o4k78NFNhelbKTwn4HBVVCF4IbN3MiDB3tMasiRYUNO3RBzt5oMysgqeEzIxdBhe+7SIJIscnOxMhGhaCPYCP0TRFVLjFi2nTGU9QMFAs4SJYHY6xsZnRdo1B91SSI7YjC0l2Pi8TKvcRzNVAapXk2x+UaFZ7KPoEsm8xcTVJNsPyzSKPRFvOxFj/s2MAJ1eB98PUCwPx+rz+EdtBi2J0Id41mT+jSzbjys0S32cvk8sY7DwVpbDlw0qR+KxlqWz9I28aKEOc2tc18cY6xKRk9T2XWE1E4TMvpmh33XZflRFVoYq+KtJFFVh4+OC+C7IEqPzcSIJg5UPT3CHLcDsVIzMpM2LnxToNV00QyE9ZjO+nOTlhwVBMNCFt9rMnTQvPyjQrPRRFZlY1mD+XpbVj4s0y30kJOJZg6V38qx+XKJZ6RP6IZGkwdI7I+w8Ejntg66HasGN35uktNWlvN/B9wJ0S2XpnSzVoy6FrSaSJLQri29n8AKfrQcVwjDEGbhExyV6bpPN+w4SEIQwOh1jfDHJw786wBvGOcezBrf/+RiKIQ5eSZJ+yum3Xq9fyohPJBJks1kymQy2bZ8N5P+hAAr89q1X/uiP/ujnzlp+mfXaAMrF9WqF0ij2ePajI8p7baxhvvrocoKNR/uU9jqkclEiUeEWW9oTsxDDVjEjGqOLcSr7IutB1RViOZP8fJzSXpv6kTAMTEybjCzEKO12KB+0CYf2EaMLCU62RBvJc0Se9dhygsO1GkfbFQIHRqfTzNzMcLIpZiFOzz9jRhV3WrQrDr4Hhq0xc1Mwo6pHHcIwRFEV5t7IUNwTQUSnB83CW3mhxdhuoekKYQDj16K8fLhLtwSJdAyQmLyepHbUZlBxCCUPZ9DHtAdsvmhQ3/exoxaGpTF5NUGn6XC0LtIlzbjY6zUdDlfreI5Qf09eSeF0PY7WGwy6HlZcY3w5ie/6HK426LU9rJhoSwHsr9TotVwMW2N0OY4sS+w+q4mDR5eZvJpAN1V2nggbesKQyWsp0ZZ6IBIOvYHP2FKC1KjN2qcFQORdZGYs2kGJxpaMoRl4biCAYzHBi5+c4HQ9ZFkiljaYvpFk9WMxMFd1Ea07dzfN2qelYba5imkLVf3mF+Uz6u0pC2rnaY3qURdVVYhnLObfzLG7UqRe6RIEIYrho2V9Nh55tIvC2TiS0Jm7LRhUxZ0Wbt8fxtsKVf3xhthT9BA10ycdz1Ha7OP7ITIweysFksTe0yoAvgdT15NEEpoYhEsiP2ZsMU52mPsRhiFhGJIasxi/muDp3x0xGH4O0ZTO3N0Mz350fEa9taIaV9/Ls/KTgshx0WUMS+Pq+yNsfF4SM0hFxoyqLL6dY+9plcqBCJcTrb3MWQSv4/ioBlx5Z5ROVdxcOH1PCGBvJPHdkP2VOs7AR1UVxpfjmDGd1Y8K4Auvu9GlOMlplfUPq7hOAIGEnZVJzcs8/ptDfNcX7sE5i3f+z7Mk86Ywn7xwcynL8tm/VzPiT6uXra0tdF0/s4//soP7dVhfBShfxwzld7VeS0B5tUKpHnXwBiK+VFZkJq7GefbxJp2KRyIVwzQNpq6LVlX1SNiHy7J0Rnct77WxYhqSIui4hW3hyaRbCk4QMnE1RWlHWHXopoqZ0phYTlA+GM49VJl41mB8KcHhRpWDtQqapjIynRTivF3h++S7AfG8+LKXdttUjzoMuj56NGTqeoriTpvqcZdB1yeRNZm6maK016Z62DkbxE7fTFM9EsDmewGGpTByJcLq4x28hoZtm4QhzL+ZplHoUtrtYNmGUHrfjrOzcUL72AclpN/rk5qRqRRalLdF8BKhSBp0ugH7z6vIioxmSowtxfC9gP2VGmEg1N9ji3FA9OfdfoA53JN1WSQXtlyMqMbIfBTLVtl9WqXbdNEthZHZGHZCZ/tRlU59gGaq5GeFoG37UYVuS2gxRuajpMYtNh+UGfR8CEJSEwbtoMTgyERXNNxBQG4myvT1JCs/OcFzfDwvID0eYfZuhpcfFul1HAhD7LjO4ltZASalPpIio+kyS9/ICyuRow6qriArEsvv5kS2+W4b3RB2LPP3shS3m9QPXXRDRzNkZu4kKOw3qOz1CcMARZeITmiUjpqUtrp4bjBk56UY9ASZYND1kLUQJTlgbHyU4xcd+u3hZ7MgDtvNL8r0u2L+MzIfJTFis/5JEXcQEIYh+dkYY0sJVj44JhgGS6UnI8zfy/Lkbw9x+94wgtdi+b0Rnv/4hE5tAIi8kuvfGuXFh0XqhR6yIg7j678/ytbDCuV94Y8mD40rT7YEzVxWZGRFYuZO+qwV53m+UMbfyUIgsk6cQYBmCDZYJK6z+nGRQddFHbYa87MxVn4sGF2yIpEctZi9k+HpD47xBxKKpBLJaYze1Fj7SRWnHQAyZkzmyrfT5KbOkxBPQUXYroRnN5uSJJ1VIJZlMTk5yeTkJL7vU6/XOTo6wvd9PvjgA5LJ5Fl77HUIsArD8KdU/K7r4jjOPwLK171eBZRI0sCMahgRldy8xbMvNvAHCpYZIZaymLya5Gi9ISxM/ADDVpi6nuJoTTCjZFm0oGZvpzlaa1A77qDpEkgS5ojHyXqD8oGoapAlpq8LS4/SrhAjSpLE5PUUuy8KnGw2icRNonGbyaspyocdof42ZKJpg8nlJLWjDoWdJhIS0aSOHx0MqbdC/R3LGExcS1I56FDeb+P2fWJpk6kbAkwqB20GXQEwiSmZzZU9pJ6NFMjolsrEtTitcp/STgfXEcmIk1dj7G2d0CuDZVoomsLIskG90qa6WyEEFEdl6kYCp+9x8EIwt3w3YPpamsCHnSdlFE3MQkbmYyiqwuZ9YUooayJe1bBVNj4v4bsBmiV69pGEGIT32+KONTsVIT5isf2gTKfuYNgqqTGL7GSEzQcV2lUx90iMWORm4mw/KJ+5DkezKl25QlCJ4vdDAgLSEzYTVxKsfSYsOQI/JDVmM3snLWw62i7uICAxYrJwL8vm/TKdqsg7jyVNlt7Nsfu4epZ3rmoyV9/PC9X/njCKDEOJ5XfzFLZanGwIUSZhyNzdDJ26Q2Pfw7R0wjBgZNmi0+lS3ugCwkUgOWkRhCG7TyqibaP4aEmf6YVx9h83hSLcUshMRUiPR1j7tCgYVLrwQhtbSrD6YVHYrCgSqVGbqespVj8u0G04gGChLbyZYeVHxwzanhAUZg2W382z+nGRTl14pkWTBle/OcL2owqNohCiqobKtW+NcvSyQWlXtGXDAJbfy1E/6XO02kSI4IX+hwC2H1XP2k2TV9LEszbPfniE5wYoiggLG5mP8/QHR/Q7AkzieYvZuxme/vCIbtNB1mQiCZ1r3xzl6Q9F9STLEnZC48a3J1j/tIjXlZAkBd2WyV2TOWqtU/jxJtlslmw2SzqdPmN3CaHo+b8vq15OZyuyLNNqtbhz5w6VSoVyuczGxgaWZZ2BSzKZ/J0M7S9GdZyudlu0SP/RbfhrWBf7nK+2vHIzUcyoSqVSYWPvOalsjtCyhHr5hrjLb9cG9DuCeju+LEKMWvUBg75Qek9eTXK0IXyzBLXVZGQpwrNPqtS0LkEYougys7cyHG2IAbysisit2TtpVh8c0DjuE01E0DSVmTsZitstSjstjKgKAUzfSlPZE4N1w1bFsHHJZOdli+Pjhmg52MJ6XLjPNpFkEa86cU1oNk42G4QB2AkNK+txuNlA6kUIXEnYuV+J06m5lHZb9DsekYRBdt5kd/MQp66iBCpaRAxxgwCc2gBVkVB1idi4TLVSpXUUQKCiasKpV1Yk9p7VkCQE9fZGCsNS2X5YRlY4y0WPJAzWPi0iy4JympuIkMzbvPyoQBCEZwdhdirK2idFBh1PGEoOfbzWPy3RrTvDGYfB9LUU61+ISkIzFTQ7xLGrSLUk/YaPqguQnrqeEvnpBZF6GM8KBtvZgRkK25a5Oxm2H1doFHtCcJoymLub4WBFaHrcgU8kYTD/ZlZQx/fb+H6IoSss3MtSO+mKGFwg8AMW387Sa7kcvBAMtsAPmLmVRtUVjl/0MC0D1/FJjCt0nSaHH4r5QRiGWKmApVuTrH9Swen5AnRGxYxj5YMTeg3hVRXLGMzezfLiJye0akOVeMJg8a0sLz8u0iz1kBWZSFJn4e2ssF4p9QGIJDQW3s6x9ahCvdAl8EKsmM78m1mO1xtU9ju4gwAzop5ZpZxsNfE9MYeZvZ3G6fkcrNQIQyE6nbiWwI7rvPjJCb7nAjJjCwnGlhI8/Kt9Aj8kHIZazd7N8OivDxh0PCQJrJhopz39uyM6tQGKKqMaCre+O8bKByc0Sz2xp0lc/dYoO4/KVA6FnYtmylx7f5Q7/2SCkJB6vU65XGZzc5OnT5+STCbPACYSiaCq6lnFcgour1YvruuiKAqRSIRIJML09DSe51Gr1SiXy6ysrOD7PqlU6gxgflvK9FMgvAgonc4w4+UfAeXrWZIkBrSnFUoYhmdAU2ocsbW3xc2bN8mm80N6prAjqRx0seP6GbWyst+mdtLF8wJSI8Jy5HizSb3QxRsEpEZsxq8kONqo43VlBqon8i6upzneaNIq93Edn3jWYuJanBdf7NCrBxiagRXRmb2dOVOYIwGhxMK9LMUdQY1UdYkgCFm4m+V4s0avLJFIKWIQeztN9bjHyXoDw1YJQ5i6nqJVFu0FVZeFjUmiR6XkELZsZFXBjMmMX4nTb7lC9ewH2DGNxKTCwfYRfssET8GMqYxfET3to/Wm0HYMXYhlTebwhYwcOihGiJHyOTw+wCkbBA7oppiZGLbK7tMa7sAHJMavxImmTbYflgmDENcNGVkQQ+G1T87nHvmZKKOLMVZ+XCAMAoIwJDUiSAIvfnKC0/OQZM7YZaufFunUxNxDUgQjKKym6FTF3bxuKiy8lWX7gQhe0gwF3VaZezPN/vMalaHexooLG5ijNZFLQgh2XB9qcIbA4ZzScdOCjrvdEm28iMrUjRS9lsPx2rnocfJaisALOXhRx3d9JFlm6kYCfWi9wqnT73Kc7GSMlx8W0HUfZ+ChJ330tMfTHx4BEvgSiZEIs7fTPPvBEb22hySFWDGNpXdzrHxwTKsyQNUEzfba7+WHavkeiq6g6SIzZPdxlcqQVaWZCvP38pwMdSqEiM9m6DhwstnEc0Xra+q6+Hs4eCGoxZqhMLYYw4iIatPp+yiqTHbaJjsZEdTpvossyWQmI8zcTosZhxcQ+CHxnMXVb47y+G8OcXoeQSDsXG58Z4yVHx/Trg1AEp5mt/9gnLVPxbxGksUN2pVvjnCy3qSwLeaGADO30tz6g/HhNdLZfGR5eZler0e5XD4DGF3XyeVyZ+yui9XL6bkRBAHtdhtZlnEc56x6UVX1TKMRhiHtdptKpcLJyQlra2tEIpFLEb6/qerlFFAuPn+n08G27ddy3vOLrtcKUE7XKf3v9EN/+vQpzWaTd999l3hcDIRHF+Jn1y+9k6O01yaSMIimdYpbLeI5E98NmbqRprTbprwr+sPxoV9XcadF9bBL4ErERg3Gr4h5S/VIMFfiOZPcnMXzz3bwOzIqBrGcxfSNNIXtFvVCF6fnEcuaTF1PUdprCQ2I42FEDGZvZ6gcdKgd9wgCQApZeCtH7VjcBUuKjOcGLL6do1Hsc7LRQNUVfNdHHxkwaIFftdAtFd8NGFtO0G8LbYeiyUiyTGQECscl/PowrtWWGV2MC9fb51V8Vyjvx5biSIrM/vMag46HFVEZmY9jRFT2nlYJHAdZCwjsLuVGl8N1A6cXYloamakIsYzJzuMy3aYjDp6ZCOmxCNv3Kwy6HmEI2ZkI+bkYa5+IdpjvBWQmRdvm5Ucn+E6A5wakx2zm76Z5+XGBfscbVjYu5riLX07QrbvIsmhLXflGns3Py9RPeii6BBIsv5tn/7mI2tUMMQuZfyNLaVsQL2RV+KrN3k5RPxF35JIEhq0wfSNJpz7gaF0IMHVLuAj4fsDBywaDnoduqowtxtAthZ1HFfodwaDKzUSJpYT776DjIisy2ekIuakYa5+WcPserudjpyVuvD/Pi58UkCUXzwlQox5+vMKDv27jO8LtOJYxufp7ecHIqgnGk6rL3Pj2GOuflaid9M4q5KvfzLP/vE5pr42iSoDEwptZGsUuJxst5GGE9OS1OO4gYP9FjTAQzzeyGEO3NdY/K+L2fDRdGDFmJiO8+FBUkYoqWJPTN9M8/cER3ab4+eI5i6W38zz74TG9losERFI6176Z59nfH9FtieAsK6qz/J6YUTVLA3w/wLBUlt8bOQP5MBQ+TwtvZ8VQf60x1EEJS/53/k8zX2lFb1kWU1NTTE1N4fv+WVDVy5cvcRyHdDp9Vr2cZons7++zv7/PjRs3kGX5rIoBzuYukiQRi8WIxWLMzs7iuu5PhWD9rAjfX2edDuQvdmZOAeV1ZaX9Iuu1BJRThG61Wjx//hzDMHjvvfe+8hcaz1rEs+IPKQxDZm6L4KPslOj5H642SORt3IHH9K30WciSbikoQcjoclyww3aFBX0kZZCY0Fh7vI/f0tB0nWjKYOKKGMCX9oUYK5YxmR465laPhAbkdLBeOeiIYXsvQNEDZm5mqBd6lPfaOH1P5GzcSNMqD4aCtgDJBzndQfJN/KaCpAgW1Oxd0Zo4XK2jqGLuERkPqFU6+DUb3VRFW2qo99h5XEVWJCRFDHY1XWXzgcjU0EyZzFQEM6ax/VAkK5oRjdx0hHjOZPNBiUHHRVICPM3FUXw2vmgxaIfopkI8b5KfibH1oEqr2kfVFFJjFqMLcbYeVoQAUJJIj9lMXEkKW5OGSxiGwmTydoq1z0r02y6u46NaAbEp8GsJBi2h94ilTRbfybHztEqz1CcMQ1RN4co3Rjh4UaN82BGMuDBk6Z38UPXfRD31BbudoVUZcPBCfF5hEDJxNYk3ZCIBqJrEyEIMVZPYuF/Bd4X3WH42KuxY7pcZtD10QxFO0NNR1oczHOF6K5h8qx+J2UUQBlhJmRvfnGLtkxK9pph7JPIWS+/mWf3oBLcnAqhk08cc7fHsg0P6dR/PFWSC5W/khBP0UE2u6DLL38hT2hGRCZIkKMwLb2fpthz2n9fFoeyHTFxLYlgaLz8SdOOQkMxkhMzEMCfFCZBkiXjeYupaiic/OGTQ9pBViUhC58o38jz6m326TRdFlbBiBte/NcLKB0J/IssyRkThyvt51j8TdjNhALqtsPh2luM14cTtewG6oTBzJ02nOuBko4nnBqiazPiVBIoqs3m/jOcFyJJEbjbGe/+XOUEY+QXPhtMK48qVK3Q6HcrlMoVCgdXVVWzbxjAM6vU6d+/eJZPJAD9dvZyCy8XBvqZpjIyMMDIy8pURvqe05Fgs9msd/K8DZfg3sV4rQDlteZ2Wgffv32dycpLl5eVfuPSUhkr3yasiFtQd+ORnorSqAyaWE8iKzH6vhhXTCP0Qe9SnuNmkdtzHiqqESETHArafnxB2DOyYIcwab6SoHnQobDVRdGFDMnktSeW4S2G7iSwLh9SpaymqR12K200CD6yEhmu2qRcEb9/p+0QTBpPXk3RqgzOfK82WCKMtbD1BpxQy6HoiP2M5jjfwxRfTCQg1MLIOgz6ELRtJDnEHAdM3UyiKJDQgsoTvBExcS4i2xv0Siir8sLJzUWIZi/VPi0gyIEFy1CI5arP+qVBWG6ZGejxCakpn84sK/ZYnhsy6gp3XWf+8SK8h7uYjSZ3pGynhX1Xqo5oydtxg6maKnUdC7yErMtGMsCvZeTxMfgxCJMMjNafiVW3a5b6g4yaH7rgrNRonPTzHx4oLem9hp0XlsIvv+hi2CHyqnwivMAgJAlh4M8Og43K4KmJiAy9k+lYKSZbYeihsSAIvJL8QJ5YyeflhAaQQCElP2OLO/ScnZ3Ysp8Cx8sEJ/ZY3vOEQc4qXPzmhXRsQ4GPGVG59e4r1T4q0Sn1kVRItrbfygnRQcyCUiSQ05t9KsbdSpV12hpqbkPhUyOF6ldrhAM/x0S2VmVtpOnWHk60WvuujqAqT15Ighew/rxEGAWEggDGRt3jxoQCTwA/JTkaZvpHi4V8fEPii/ZjImiy+lePx34q5BxKCDfbtUR797T6dhjuccSjc/t44a58UaRbF3OOUFXf4oknlQASrqbrE3N0MzdKAk82mqIo0RZhwShLbz2u4jo+symSnRPLniw9OcHuCsRnLmXzr/zqPaf/idiqvftej0SjRaPSswlhbW+P4+BhFUXjy5AmZTOYMBE5jdk/nLafMsVcH+6fVy6sRvqe05P39fZFmekFU+ctYwsBX+3hFIpF/rFC+zhWGIVtbIg9+bm6OhYWFX+v5NEPh5nfGxRdXlWlV+sRzQnE9cyvNo/s1Bg1BiwwBe8zlaL2H1LPQbTH3mLsrbFzK+22MiDqchWSHWpEmuqUgyTKTN1LUC11ONpqouoJmCOry+vMGJ6WmSACMaUxcS9KuOhxvNvC9ANkIIdolEc3QOHRw+p6YeyzF8d2QwmaTQcdHs2XkaA9Z0vAamrDfsFRGFuMoisT+izpO30NWxN2gGdWECaAvZhxjS3HiOUvMACRwnYCR2SjZ6Shrn5REu98LyU7ZjC3FefGTE0JfRtUhkYuQmlXZfdDA6Ym7XV0NGb2SZP2zEu2qiI41LJXFt0X2RqMohu26oTD/Zpa9pyL+FSUkVD3Gli3cuk7tWMQNWzGNmdtpjjeFFY7vhVhRjZnbIgyrtNMWqvqIsJrpNV2ON5u4p3OPKwk8N+BwtYE3TPubuJLAsBQ2HwpVtkgzjJMcFWpyZPDdkNx0lImhtiMIQoIgJJmzmLmd5tkPj3F6wwM4orL0Tp4XH5yDiWGq3P2DadY+LdIo9VHOHIHzIsjsqIesiAz0+XtZKnttWgUXCZH7PnrVplHpUt/vCDNETSI1reF5PvsrDSFm1GRys1HslM7m6dxDkUmNC/+xlx8WhjMvSI5YzL2R4ckPhD9X4IdE0zpXvznCs78/YtAVqY52XOfG74/x9EcHdOoivEpVZW5+d4zN+2VqR10x4whFW7l6NGwhKhJhEDB+JYUkwd7z6jCKGLLTEZKjNs/+/kj8DhSZZN5k6maSpz84YtDzhmCr8+3/2yLR1Nc3BD88PKRYLPL2228Tj8dpNpuUy2X29/dZWVk5qzCy2SzxePzsQH+Vlvxl1Yuu64yNjTE2NkYQBDQaDSqVCjs7O6ysrJxZwpySBn4eKHyVj9dvUyX/m1ivFaB4nsfjx49pNBrouv4rh7y8uiRJGvaeRe/63h9O4zq+YLOsyci+cFP1I3UGHbCNON2ug6YrzN7NUBh6aZ3eyS6+laWw06R60EFRFQIfFt/MUB268mqGgu+HzN/K0ij1GJRVIgkZQkE/7jZdDtfELCTAQ0965NIjHK+1CUNx1zi2FCPwAo6Gh6NqSBDpYEUidAsSg46HaWvk56LotsrBSk1QU01htWHHNPaeCuGhaijkZqPEsyY7j6sMuuLwyM1ESE9G2LpfxnPFIZOZjDC+lGDtkyJBINTu6XGbmdvp4VxAQ1V8IimV+Ay8+FDoCghl9IjMwltZ1j8VjrmKcqpzyLP7RCREyqqE53nM3IvTL8mU99somoKiSszeTVM96p75jOmWwszNFM1yn8Jmg8BnSJsWsbqn9uu6qTK6GEfRFfaeVc+ElbnpKJGUwdaDytmsIDMZITsZYe3zkjiAQ0SQ0xUR5OR7oRC75i2W3s7x7EfHuI4v3H/TJle/OSK8vepCpGhGVG59d5K1YfCVpJzOPUbYf16nfNAWbbcQ5t7IUD8eJkeeuv9eSyIrEu2jNrIkI+sQH9cYeD1OHnQIAxlFhcSYTW4mOtR7iCF6LG0yeycz1Hs4SLJEJKWz/G6O5z86pt8SbTc7oXHlm6OsfCAoyKEPZlRj+Rt5Vj87pl0ZQCijGQoLb+XOCCdBGCKHwrV40PWG5pNi7jG6ECeetVj58QnA0I3bZvp6igd/dYDvCtsOO66x/I0RHv134Q0myRKaofD+v54jM/H1tXe2t7fZ3d3l3r17Z3PW0wpjYWEBx3HOBvt7e3vIskwmkyGXy/3UYP9nVS+n/1KpFKlUisXFRfr9/ln1srOzg6ZpZ9VLKpX6KUsY+NkVyj/k9VoByuPHj3Fdl/fff5/PPvvsV8qV/0WWbglHYYBIXiYzb7K/f8jEXBq9nWPnSRXDVJm7m6V23KVZEVYb0ZTB9E2RjV0/6Q1BSWHmdpraUVeo7IOQEFi4l6NZ6lHYaYEcErgBC/dydGoDjtcbKJpEvzsgPgXJ2AhHLxsoukzghYwsxgkDib3ndRRFIpQCwsiATCZFedMh8APh2zQXxYxo7Dyp4vb9MzCJpU12nlbptzx0SyU5apEei7DzpEK37qAaiiAdTMfYflShXXdQFJnkiMXYQoKN+2IALyGRHBN2JaufiJjdYHjYzt3NsPFFGQWTEA89LmGNDXj8422CgUroCTr08rsj7D2rUS/0CMKAwAuYeytFpxBS3u8gK2LGMfdGltqhsNNXVNH6nLqeottyORq2r2QVxpZiSMD+imC6abpMfi6CFdXOTCFVXQBHejzC5v0yg7ZIAExkLeEc/MlQA6LIxHLi7vnUs0uSIJoxmb8nqLyDlksQDG1I3s2x/mmJVrWH74aYMZWr742y/7xGs9gj8AN0TWXxnSylnZaIOkZQrBfuZek1BQjKiph7jF+NoxkK65+VhlkxIemJGGOLcZ7/6AQZiUAO0aMSnlXj6Y/aBI6ErIhq7sr7eZ798IjusFWlWwo3vjXKyk+EmaUsS2hD48qt+6f+YyJjZf7NDDvPC9QLDtIQTKZupui3XY4vzD1G5mPop9ojTwSNpSeEY8HTHxwR+AFhCLGsyZX3R7j/v+4JNlgQYic0bn53jKc/OBQttlCQLd75l7NMXEl+bd/nzc1N9vf3uXfv3leKAnVdv2Tb0mg0KJfLbG1tfSktWVGUs0rl54kqTdNkYmKCiYmJS5YwGxsb9Pv9nxJVfpV6/x9nKF/zunHjBqqqnomTftlc+V9lBYHPYXmbq3eWmZmZEYl2aQtFlRiZi/PF/3cXw1TQdMG7r5/0qB51cHoiYnbqRprqYYfqcRen7xNJ6ExeTdEsiQG82xdU2YlrcbpNl8J2C8/z8V2fzJxGIprkaE2YPwrvqzShH54ZLg56LkbWJT+a4/hlF0UDfMhORbCiOptfiChaSZFIjdkksiab9yti4K0JMVxuOsrmF6WzCiaeNRlbTrA1FB5qhtA+TF1PsflA5IAoqkw0aTB5Xeg9WpUesiSJWcjNJFsPy7RrfcKQM6v13Wc1JLdP6PkoJkjJFi8/c3DaEr4TIusBc3cz9Ksh1aO2cFvVVObupERGyk5L2Kr7IbN30ngD/4IGJGR8OY5qKGzdryDLQBiSmrCJZ21WPxEeYJIskRyxGV0QbaBBV1Qm0ZTB7J0ULz4s0G26qJqCGVFZeCsrBus1ISg0IyqLb2fZ/LwkMk0kCSuqsXgvx/ajCrWhUNCIqCzdy1HYaoq5jheimSrTt4Qjc2GnLSpLTWH8SoIwCDl8KXzPpABGFmLEshbrn4ikx8APyUxEmb6R5PHfHA1bL0OK7vt5Hv/NIaHnEQIoAepIgwd/PcDtMnSQkLj53XFWPy7SrojfnyQP5x6rDWpHPXEIqhLTtxMc71aoHTiietdkxpbiKKrE9tMqvhOgqiLzJTMV5eVPTnD6vrC6yRjMv5nhyd8d4fR9oT+J69z41iiP/voAdyAyTMzIUKn/gfi8Az9EMxVufGeMhXvZr+W7G4Yhm5ubHB4e8tZbb/3C7aKLFcapbcurtORfVVT5qiVMt9u9ZAljGAaZTOZLg79eTWv8h7heK0CxLOuS4Oc3VaGA+GNcXV1lMBgwOzvL7OwsAKp+7uwKcP1bYyRyJkZEJP59+P/ewo7raIbC7O2McOrdEzYpVkxn8poQLVYOOrgDHzum40cGdFsetcMeg45LqPrk5yNE7Kjwzep56KbC6FKCMBT6Ed/1cQYBdj5kZDzP8WobpBBvEDK2nMCKa2w/rCArEp4TkJuNkh63Wfu0hCQNxWcX2iSBH4AsXAfGlhNsDJlWiiZjxXRm7qTZ+LxMZ+jeq5sK8/fSbHxRplUeoOnCpn3+bpadp5Wz9o4VFSLPg5d1GgWhHLcTBnN30hS2m1RbXXwnQNYDImMhpYMm3XJI4IoY4clrSfodj8JWC9cRFcfYUoIwhMPVpnjfgcTYYlxYuTyoAGLWk5mOip/vo9NDOSA1FmHqeoqnPzwi8MRdpR3XmH8zO8wwd890HFfeH2V1aE2vamLwfPX3Rti6XxGzEFVGViVhALlWp3LYBQTbbe5ulspRl+Jum9AHzRBxxe4g4GitgeeISik/F8U6ZdT1fVRVJjlmkZuK8fITMfeQJIl43mTmVopnPxwmHAYivvfq+3me/uAIz/EJfNFCuv6tUVY/LeD2RHhVEPqk5kNWPjqkU/GQh+SWxbdzlPdF6NlZ/snVBPVak+quI/LhgcxkhOSIycoHBXw3EAPzrMn0zSRPfnCE2/fPwPb674/x6K8P6Le8s7bkze+M8uzvj+k2BbVYNRWW3xNK/WZZ0OZVXWb+zQx3vjfxtX1/NzY2ODo64t69e7/WQfwqLflU+Hh6PqRSKXK53CVa8s8TVZ5WL7ZtY///2Dvv8Crr8/+/nrNHTnKyd0I2ARIy2CCIIigOtI5qrat+bW2rHWqt1rra62eXtrZu27qqrXtVqQtEEGSTQPbe45zs5Ozx/P548jwkDGUkEtT3dXEphzM+zxmf+3Pf9/t+v02mcc/d29uLzWZTSvwWiwW/34/T6fzSM5TzzjuPkpISbDYb4eHhrFixgj/84Q8kJCQc0/NNqYAyFhqNZtIyFJ/PR2lpKS6Xi7CwsM/9EEPC9eQs3O8LMGNJHM37+giNloyXtrzagCVCj3vET8qscBz9XrpHp60NZg2J08Npqh3B1j1MwC+COkDSdCsqUTvaA/CjN0maSIJKRXvVIB6HH1EVwBwjEJcUI93mlCarY9IsmEJ1tJT14fP4QRCISQ0hPE4q74hBUZoBSTYRmy5Np4tIzCZrvImUWeFUbupWmD8hoTrSCiOp+cyG2+EHFWh1KjLnRlO7TZKHl1k+WfNjaSrpYaDbhVavQVBBRrE8UOiUZkA0Kom23eagt01SIFDpBNIKYhjqcdHT5ZSosxoRY7TA0MAIA21efLI2VLo0A9JS1o/HJU3aRySaCI0y0LC7F6/bj6BSEZFoJG6ahdrt0tyLGJRoydPyIyjf2Cn5ewRELBEGshbEULGpC49Lcug0mLXkLomjZms3jgEPgiAiqCD3lDgadvUy0O2SSo2jzejuURkeQSUxEJNnRuAa8tJdPwyCgEotEpNuQaURaN7TSzAAaq2KyCQT1lgjtdvtklCkRmI2Jc+wUrm5W+rrqAVMYToy50RTsbET14hv9NSvJWdxjNQLcfiUU3/2gljJhnjAhxiQNvRphdH0tA/j7JNUggMqkYhpGgbtw9gaXICIKArEZVpwBYbpqZWCTjAI4XESi63k/TZESb8Tw+jAZekH7fhcAYTR70T+6Qns/bAd97APlUbqj81aHk/tNomUIalsC6QXR2BvGqK3TZK6UWsEEqdLsyaC6vgZTKIoUlNTQ3d3N3PmzJnQTVitVivZiSwnb7fbsdlsCi1Z/ner1XrYocrDScLIj1Wr1bjdbiwWC5s2beLGG2/EZDKRmZnJhg0bWLx48VEzx44Fy5cv51e/+hXx8fG0t7dzyy23cNFFF7Fly5Zjej5BPBbR+0lCIBBQorwcucfaVE4ERkZG2L17N2azmfz8fPbt20dkZCSpqalH/VyiKFK9tZu2ygGiU0JIyAlj2xtNeN1+3CM+UvMicY/4aC7vQaWRpueTZ4ajUWloqxgYna9QEZdlQSWoaKsewO8JIKoChCXoiIy20lE9JNGKDfLGaqS1vE9qtutUWOOkGYmmvX24hrwSqybOQHxmGI0lvbiGvSBK7pLJuWHU75Ka8kG/SGi0QVLl3SpteH5vEHOEjoxiyYrWOejF75cm8rPmxdCyr4+hHkn2Q62VZiQ6ayVPDI1OhRiEzHnR9Hc4sTUNE0SaNUgrjMLnCtJeJc1NCAJEp5vw+rz0NHglTwy1QHiSlrDIENorh/C5g9L1xUslu4bRIUq1Rhh1TBzV8RqWTtohkXrSi6Kp3dqNc3QGRG5Q12y14xzVADNZtGTPj6ZpXz/DPW5JgNMkqe3amkbobR8hGBDRaFSkz4lmyC410QFUo14eINBS1idRkAMisdMsRCSaJWXd0e9FeLxk/Vu5qQufJ4hKJXnGZy2IoXxDBx6HXzIkM2jIPz2Bsk86cQ56R5vWKmYsjadhVw+DdjeCILEVs+ZHSwZxnS7EwKhUUL7kSdNZO0TAJ/mIRCQbQBugp96D6AcEAXOUGlNMkJ5qKeNDhJBIPblL4tjzXisBv0jQL2Vzs05PYN9HHUog0xpUzF6RSM1WuQwoncJnLo+nq2aQnlbHaA8IUvPDJe+bvX3K7yQ6NYTTv5eDwXz8G6RcWbDb7RQXF3+pQo9+v1/RBOvp6SEYDI4bqjwcLXnsFitnLnV1dahUKrKysgDo6+vj0ksvxel00t3djdPp5JJLLuEf//jHl3Z9AG+//Tbnn38+Ho/nmALalM1QJqPkZbfbKS0tJTk5mezsbKl+fBy9GkEQmL4wjuz5sahUAn5vgKiUEPo7nCTlhpOYbWX7240IWpGgH1LzIhH9Aq2V/ai0AqJfkE62Kkm9VyRIQAwQmWAgIjaMln39BPxSczQi0URYpIHGvb3SxLN+VFwx2UxTSS+uEYnZFBKuJz4zjIY9vUrj2RyhIyknjIbdfZLRlCDVwlNmWqnb0YNrxIcYFKU+Q0Ek9TulAT6/L4gpVEtGURSt5f0M93kI+IMYQnRMK5RkTQa6JUdMRIH0YqnHZG8eJigGEAQV0/Ij8ToCo81oqRcSlxWKzqihu9aJRq0iIIiExmkQ9AEaS/ogKJlUmSO0xKRZJAXeUdMls1XPtNmRVG/txj0iORQazFoy5kRR81m3JK6oEtCbNWQWR1G3vYeRAY9E0TVrSC+OpGmvFBiDARGdUXJM7GkZGfXLkXzWk3LDGemXaLJiQGIJxmVKpmBNo5ulONrLiko2U/WZREEO+iX59bSCKEo/bCMQkCTnDSE6sudLTXSPU9K+UmtUzDw1nvKNnTgHvNJkvCAwY2kcTSW9ile9IEBagTQs29smWQmrtBIl2u+TSmwSLV4SbIxMCKF2hw0xICCowBCqRhPhpqdajeiXFAcMIWqmL45h74ft+DxS81lvVjNjWRzlGzpxO0eDiV7F9EWxNJZKg6yiOJqFFEbS1+6kR5EfQpJzMWmp3SaVIMUghMUYOPWKrAkLJlVVVfT09DBnzhyl/PRlQaPRjBt8HB4epqenh/b2doWWLJfGvoiW7PF4MJlMivhmREQEcXFxzJs3j1/+8peUlJTQ2Nj4pV5fX18fL7zwAosWLTrm7GjKBpSJLHmJokhTUxN1dXXMnDlzXH1wIpr/ci1ao1Mz79xUXMM+jBYd9q4+3MERNHqRuJww0vOj2f1eq7Sx+kSScsMQVJIkiog0MR09LQRrlJmmkr5RfxSwJhlHm+09Ct8/NNpATGoIdTt7FPHBkHADSTOk6XT3iFQiM4RomDY7gvqdPZJPulaF3qxhWl44TXv7GO51o1KrMIZKXh4te/sY7vMggDQDUhBJa8WAJKrpF9GbpVmRnhYHA51ORcIkeYYVR58XW7PEEFJr1STnWgkGRDrrBqUTmx8SsiwYzBqa9vYrDXjJWdFC9dZu6SARDGIIVSGaRyj/RGImAejNOtILI6n8VGq2C2qJgpqzMJqqLTaJ7aSVDgk5i2Jp3N3DUJ/ka67WSjX8jpohBrqlBrVWL4lj9ne5sLeMZiajPRyfR2KXiUFJTTgy2Yw5Qk/jHklNWKUSCI3WE5ceSvVWGwGftCmHhEumW3vXtUvBZDQryl0SS8UmSc9MnjCfsTReYpcN+qRNGchZGEtL2YC0RpWUSSTnheMYkBw0VSopE4hOCUFv1lK3wy4Niar220iXf9KJ3yeiUgkYLRrM03z0VGgR/dJ3R6UBY4qT3e81E/CoQJBKWrmLY0dVi70SI0unYlpBJLbmEfo7pBkZiWkXSsAv0lkrCZkigDXWQFRyCBWbuhEldj1mq47TvpeD2ao/rt8XSL/hiooK+vv7T0gwORCCIBAaGkpoaKgy+DiWliwIgpK5REZGjiuNtbW10d/fr/RVZNhsNvR6PSqViqKiIoqKir6Ua/nlL3/Jww8/jNPpZMGCBbzzzjvH/FxTymz5i1wbjwWBQIB9+/bR1NTEvHnzDmo2TTSbTFKG1WPvsbG3YjcFq+NImKNm+vJITOFa9Ga1ZFKVE0ZCtlVigvmkYBKbLgWTlrJ+gNFmu5nwOBP1u3tBJShWrbHyRuYPAiIhVj2J08Oo3mIbMwUtNY9rt9lxDHhRayX114y5UTTu6WOox4NGr0ZrUJNZHE1LWb/UjFYLUm2+IILuWklUMxgU0ZnUpOaF09s2Qm+bxGLSGiRLY+eQj866fvyeIBq9ioTsMKUn5B+V/YhKNmMM1dFSNoDfGyAQEAlPkEpadTuljTHoFwmPMZIzNwFnm/TjQgS1QUQVOcjej9vwuCQqr06vZvqiWKq22HAN+RBUkpjo9MUxNOyWGuuS+KBARlEktsYRqdejlk7uidNDcQ15sTWOEAyASiMQm2YhKPppqxoNJhoV4fEmIhPNNO7uwe8OoFJLmlapeRHUbLPhdUrfH7n3UP5JJ153ADEgscFyFsdQ+Wk37hEvwaDU98icF03zvj5GekflWNQq0goi6et00N/hlNR/gxKzTRCho0YajBWDEJ4gKTrXbbdDUEQMgjlMytzKP+nCPzoDotGrMKV66a2EoA8EtZRdFK5KxtMeogQTBBFdnJuq7R0M93hAlAJHYq4V55AXW+MwwQAIo5L1IVa9pAHnFyWatVVHemEUlZ9KTX1EKdtZ+t0MrDHHv/GLokh5eTkDAwNTIpgcCjItOT8/n2XLljF79mz0ej2NjY188skn7Nixg8bGRhobG6mtraWoqEgpk2k0GqqqqpT7HC9uu+02Zdr/cH+qqqqU+//iF79gz549fPDBB6jVaq688spjsv+FKdZDCQaD+HyS53VjYyODg4MUFBQc8/O53W727NkDQGFh4SGlqaurq/H7/cycOfOYX2csRFGksbGR+vp68vLyiIuLY9u2bURHR5OUlER/pwvHgJfYaRY6G/rZ+lYDAR9EJVhImRlBxcYunINS+SMiwUR4vInmff3SpDbSZhI7zULDHokaLPpFLNGSsF/NZ92jw4gBzBF6Mgojqd5qw+cOSCy0UB1Zc6OpH50zQZCkMnIWSoOHw70e1FppA85ZGE1n7TD9XU7Uo6WYabPDGerxYGsaURqwSTOseJyB0dOqiFanIi4zDI1mtCfklUp24QkmrLEmmvf2jU7zS2W3xOnh1O+w45adByN0TJsdQc22HjxOn6QcHKYja34MVZulE34wACpdkPB0AUeHGq8jKA09GqSNurtumP5up9KbySiKYtDuVthOoggJ08MQgPbKQVBJm3dUshmDVUXrPsnLBgGsMUaSZlip2mzD7wkgqASpYb4ghvKNnXicAVQq0Oo1zDotnspNXTgHfQgq6YSfuziOxtJehns9gHRbRpGkstDf6SQY3N+0FgMiHTWDBPzSuiMSpc+/YXevtFELEBZlYNrsCMo+6VJmQIwWad6j5L02/L7gaN9DTWiml6F6NT43o0FCYNap8TSVShppgkq6Pb14lK3Y7JC/xBijREIiDfTUesdkIUZSZoVTtqFTCiYqMJj3v7bPK61RrRVY+p1MpuVHHvfvKRgMUl5ezvDwMMXFxUqf4mSC2+2mp6eHtrY2hoeH0el0xMTE0NfXR15eHm1tbaxevZof/vCH3HPPPcctvWK32+nt7f3c+6Snpx9SG7GtrY3k5GS2bNnCwoULj/q1p2zJ63gzh8HBQXbv3k1kZCQzZ848rCS0Wq3G4/Ec8+uMRTAYpKysjN7eXubNm0doaCjBYBCr1UpdXR1tbW3ExMQQnRSNN+iipb+KxMJQosJiSZkVQWet1GcwhGgxh+tInhGusIFUGmkDjkmVhhHdDp8yF5KUa5XkODwBCErN1mn5kgWu1x2Qmq1h0vxA/S7JCEtSidWSXhxFS3k/IwOS058gSNPunXXDDHRJUunBAKQXhjNo82BvHpEm/ANB4jPD8LkCdNYMgiBtglEpIWgNalr29Y+yuSQfkIgEkyQK6A1KcyERepJyJfqy3Gw3mLWkFUZRs9U2Su8FfYiGjDnR1G6VWGgCkvxJRnGE9D4MSy6PghasqSo6avsZtnsJ+kU0OoGk3HAcg156WkckZWOVQFyGBe2o6yTC/ilvQwS0lg4pIoyWSD2peRHs+7hTqn8DBqNaCiafdOJxScFEpVExc1m8MnMhZ0DZC2NoLpOyEEGQ+kKpeVb6O12jFGRQqwViM0IRBGirGSQ4GkzCYg1Ep4RQs01iscnzHmnFkZSPUovlLHTmsjiJkeWVsgONXiAk1cNIsxa/R1SCSeacKDpqJCM6AERImmHF5wrS0+yQWyGExRqJSNHRuHNIir6A1iAQnaVTgglIJd685fHskV9bkMq/89ekTlgwKSsrw+FwnLTBBMBgMKBWq3E6nRQUFCAIAj09Pfzyl79k3759CILAsmXLuOKKKyZEx0sWzzwWyMOcx7onTqmA8nkmW0eDjo4OysvLyczMZNq0aZ/7IY2diD0eeDwe9uzZgyiKLFy4EL1er9AI09PTmTZtGr29vdjtdnbv3k0gEJDqrzMSiYiIQK2W5lpcwz48Dj9ZozLtgiCVn0xhOikL2WqTGvAaFQaLluSZ4TTu7pXkxQUwhEne9Q27e0cnv6Wp6mkFETTu6RkdMpOkN6YVRtJW0c9Iv7QBS4KE4fS2OhjsdhEIimjVAskzrTgGfJLfuAABf5DE6WEEglJDWDrMS3LupjDJ4lelkmYhwqJMRKeYqdlmJxgQYZQSmzIrnOot3dLAnEZAZ9SQPT+ayi3deEakACMxyST/c+dos12tkzKO9soBXEMBae5BryY+N4Te9hEcPV5lAw1P1uF1++hukJrtao106jeF6WgqleT9BRVYovQYI4O07XUBUlnJHK4jY240ZR93SOoHATCESK6HFZukQT/pdSTJ+Zqt3bhGJ+0RIWt+NB1Vg9K8zujXLzEnDNdwAFvzsJIpRSSZMYdpqd/ZKw09qqRAlpQbTsXGTmWNeqOG3CWx7F3XIUnGCFK2M+PUOMo+7sLrGp3f0gqYEr24uvR4RoLKe5EyM5yhXg+97VIvRFBJ8yd6k4aG3T1y3CAkQi/pl63vHP1mC+iMKpKKDNRtGUQMiICkWjB9SaQypyLdE/JPTxhHsz9WBINB9u3bh9PppLi4eEKl479sdHd3U1FRwezZs4mKkoY6o6KiePrpp1m5ciXZ2dmIosiMGTNIT0/n+eefZ86cOZO+rm3btrFjxw6WLFlCeHg49fX13HnnnWRkZBxTdgJTLKCMxbFkKDI/vbW1lYKCgiOK0hPRQxkeHmbXrl1YrVby8vLG+S/INEGVSkVMTAwul4vu7m7S09Px+XxUVVXh8/mIjIwkJiaG3KUxSgNPo1VJToPuAPkrEhUqplarQh+iIb0gktoddoXtpNWpyCiOomFnz6hyrIBWL5lPtezrY7jfi0oQ0Jskt772qgGGeyTmjs6gIWVWOL1to8EkIPUoErLDcDsC2JuG8ftE1FqBmFQL4mgwEYPSPEJEkonQSANNe/sQkIJOaIyB+CwLNZ/ZkWYhRMyj9faKTV0E/FLJRqbEVn7ajWfUhEtQCUxfFEvddjuOQa+ixZY1J5r26gGG7FKzHQGSZ4Uz0ufF0RNEQEDQQFiiFpfLg73TDaKASg2hsXqssSYaS3rx+4IIasmIKyRepKPcLbGiBCkrypoXTcUnnZKdL6A3aZi+OJaKT7skD5ig1KPInicJQDoGvQoDKjU/gr52l8KAE0cZUIIg0Fk7oAST0Gg90SkhVG7qkibgR2dA0gqj2Le+XdLDEqRMYOap8ewb3bzl9yfv1HiqN0vZnETlBX2cF/+gAffg6Cavll7b7wvSPaoILDXwDUQlm6nZaic4+vU3hGjIWhDN3g/bpeDP6PzJiiRKP2hDDAAICGqIzFFRsaWTgHNUslqA9OIoCs9MPq7fEkjBpLS0FI/Hw5w5c76UeYzJgs1mo6ysjPz8fCWYADQ1NXHeeedx8cUX87e//Q2VSsXQ0BDr1q0jLS3tS1mbyWTi9ddf5+6778bhcBAfH8+ZZ57Jr3/962POBqdUD0UURbxeLwA9PT1UVlZyyimnHNFjfT4fe/fuxel0UlhYeMSTs+3t7bS3tzNv3rxjWrPNZqO0tHScMrJMEZSDCUg/ksrKSnp7eykoKFAE7GTXOJvNht1uZ2RkRJnMjYmJGdf3sTePsOOdZsSASOGZyTSV9tJSJrnwSf2DGOp3SB7r8jDi9MWxNI76lKg1AoJKReacSLrqhhmwuUY1sgSm5UfS1+mUHA9h1L/CisfhkxhQfhG1VkV0ihk0Il11w4gBSfJD3pyaSvtHJ78hJEJHUm44dTt78I+KMJqsOjKKo6ja3C3V+gMi+hAN2fNjqN02qhUWkCbRsxZIcy8j/R5EQK0SSJ8Thb15hMEu16jiraT35XH6JdMyFQSD0txDiFUv0XtFSVvNECagDvXgaNNCUCpJmUK1hCQHsVX6Ef3SbVq9RJ2t3CgxyeRMIHdxDHU7e3ENST0+tU5FemGktB6bS1IJ1ggkZIcR8Afpqh8elYJhtH9kpKmkT9moQyIlNYHyT7qkDEiUSnkzl8Wx9yPJt11mWs1aniDpijlGJ7FVMGNpHM17+xnp8ygMMWOsD53azGC7V6HyRqWYCYsxUr+zR7qTAJYIPdMKIijb0DkaJKTrzj8jgZL39ws7qjQC+SsS9r8XgEolzRrZm0bo73ZJNTIBjNFBoue4iYqOPGgu42gQCAQUTb+ioqKTOpjY7Xb27t1LXl4eMTExyu3t7e2sXLmSlStX8thjj50QT/vJwpTKUI615OVwONi9ezdGo5EFCxYc1ZfwWDOUsVTkWbNmKbLWB2YmAF6vl7179+L3+5k3b964IDHWNS4jIwOXy6VM5tbU1BASEiL1XaKjiUoJYeV1uYiiiFavxuvyY2sawRCipWBlIs37+gkERBhVV84YbcC7hrySEZMokDlKnR3qkTw7CELyjIjRYOJEGJUrj82w4HVLzy+KUi8kKsVMUPDRXSNRedUaKZhEJEo0Z583ONoD0pA8M4K6HXZl0lofoiGtIJLqz2xSeUZAGSis2WZTTv2ycGFreT+OAa8i556SF85Ah5Mhm0sqzwRFErKkOQxb8/BoLwQiEk1YIiV6ryQ3wuggZDhVn3YrPQFBI6KKdGCr0CrzGmqtihnL4qjY2IXXKa1bpRLIXhhDw54+KZgI0qY6LT+cnpYRBrqkLESlhph0C8GgSGf9EGJgP707MlFSMVBKfiFa0gsiRyf65R6FmhnL4tm7rl0JJmqtwPTFcdRutykbuqBi1DN+SLLaBcn+N9JPiMmCvcGtBBNLpJ7o1BAqN3Ur3ze9SU3m3GhJG2z0a6/WSoGj5IP9wURQwcxT4qjZsv+1ESQKc3+Hk/7R60aQZnHO+P50fAE3drud9vb2cYZU0dHRR2RIFQgEKCkpIRAInPTBpKenh7179zJr1qxxwaSrq4vVq1dz6qmn8uijj36lgglMsYAyFke60ff09FBSUkJSUhI5OTlH3dQ6loAiM096enrGNd/H+kTL63A4HOzZsweLxUJhYeEX+kUbjUZSUlJISUlRuO12u53Gxkb0er3ScLNqrUybHUlEohlBkGT5R0YNu3QGNdOXxGFvGsbnDijlmbTZUXQ3DiuMI4JSuWjI7qKvwymxfgIQmxmK3yvS3TA02guRTLgCghd7nVu6ttHXjE6xSM12nzQNbrRoJZbWVps0Ia4W0OhV5MyPGZVe9ysMqIy5UdTv7JEMvEYzgWmFEbRVD+Lo94wGExVJM6yMjNb/gwFp845KCUGlFmivGZQ2bwFCYwxExJto2NM7SrsFk1Uy4irf2CVRIUVpBsSS6qe/VicxmJCymPAMKP+kE58rqJz6s+ZH07K3H0e/V67skDjdynCPh/5Ol3K/yKQQdAYNzfv6lFO7JVJSLKjZ2i2VlQQpYE5fLPVC5M1brRWYcUos5es78I8OGarUAlnzomkq7VHmQlRqgcTpYYz0eejvdEqvA2hCAkTFhtFZKbO0pM8hvVAScZQDjEYvkQdKx5S0BBXMWp4w6uq4v1iRNS+a5n39OEczMoCYaSEE/SL2FodymyVCz/KrsjGYtBjQKuoWY7+7zc3NaDQaJbjIPcOxCAQCSg+yqKjokJLvJwt6e3vZu3cvM2fOJDY2VrndZrNx9tlnM2/ePP7+97+f1N7xh8OU+9Rk10Z5Ul4UxUMGCVEUaW5upra2lhkzZpCYeGyicyqV6qgCitfrZc+ePQQCgYOa7/L65fXKX6ykpCQyMzOPOtiNldyWvbRtNht79+4FpMZeTEyMYnM6Y2k8EQlmVCqB2HQLOwal2RO1RkV6URTDfW6G+zwEg5LkS0J2KK4hH/2dTsSAiKCWJ/ehs1469QeDIhGJRkStF3ud5DUuBkTMETriMiQPeRFpo9abpGBSvcUmnbKRAkLOQmlWxOP0K5Pf2QtjaNjVg2tI7pnAtNkRdNcPS/4cglRySZwehqPfQ2/b6GCdWppnka2dZfqq2aojNk0KbkG/ODoNLmVFlZ9272cmGVSYk73016mlE7oIap2a9OJwWsr6pWAyulNHZerpqB2Q3BaRbo7LCsXnCWAbQ0EOjdYTFmOkbod9f/kpRCIeVGzsUnoUWp2KGUvjpKFHuayklvSwqj6VCArSjZBWFEl71SAjfdJrCyqITbcQ8AUlrbjRvV9tCpKQaaV177DSWNcaVOQsjKb0ow7lNrVGIP+0hHGBTFBJvi0NO3v2ZyFA8sxw+rtciswOQGiMntAoA3U7evZ/P41qVlybQ0j4waWtA+XiDxRclCVLoqOj0Wg07NmzB0EQKCoqOqk32r6+PkpLS8nNzSUubj85oaenh3PPPZdZs2bxzDPPnNQB8/MwZa9KfsODweBBX7CxGcLcuXOxWq3H/DpHw/IaGRlh165dhIaGkp+ff8jmu4zW1lZqamrIzc09ZuXOA9cpZyeiKDI4OKiUxTwej2IWFD0tWmHEFK5MIizaIE2JF0ay6cV6qbeiGp17CIr0tA4RCEj9kchkE2qtiq66QaX+HxqtJ6BxM9gkDSMEAyLmcB2JOeHUbrdJPYrRE3Hm3GgqP5Wa7YjSaTx7QQw1n9nwuPaXTbLmx9CwqxfXqGItIkzLj8DWOKLMR4gixKaF4HH6Ja0opA3QGm/EYNGOWuBKt4VE6EnIDqN2u10JJjqDmqz5krOi3FiXGFAehhq1BEcP3upROm1bxYDEikIaTo2apmekz4OzNzi6eQuExelQawXaKocYjaGYwrXEjxqSyZmAzihdt+QXIiqvk3tKnJQJjG7oCNKGXr1FMs2SkTJDKispmSQQkWhGZ1DRvG9g/3fCGGRaXiT12/v3BxitQN7yBEXsUX7fZp4aJ6kWj2ZAgkoy/OqsGWS4b//rRKeaCQZF7E0jym0Gi4ak6eGKmZZ8PWd8fzrWuC/W0pLNrCIjI8nOzlZ84Lu6uqiqqkKlUqHT6Zg5c+ZJXQLq7++npKSE6dOnEx8fP+72NWvWkJ6ezgsvvHBSl/K+CFM2oMhB5EAjmgPpuYcaVjza1zmSDEXWAUtNTSUzM1NZ24HBRGaadXZ2UlRURHh4+HGt71AQBAGr1YrVaiUrKwuHw4HdbqetrY3KykrCwsKUpn7Owv0pd/HqFEyhXVLjeWkcnzxfNzq0qCI6VZJZb97XT8An9UxCInSIeg9DLSCONrINIRqScqzU77QrLCS9SUN6YSRVm7uU+r/WoCJzfjS1O+x43fvNlaST9wCuYZ9SGkrJC6e/081Qj1s59UdPC0EMQne91GwXR+drrNFGGkr2D20ZQrQkzwinanO30qPQ6qWyUvknncoaVSowJXtwtukIjCYcggqmFUnSMs6B0UxADfHZoXidfpy9oiT7IoAxXMCvctNW6VGkYHQmNakzw6naYlM2b42chXy0P5ioNIKkbvyZTQluCJA5N5rWigHcI/uzg7h0C26Hj77RORWQAmZ4vEmajB+FSiuSNTeG6k09SjBRqQXyVySy54P9wQQBpi+Jo2qLTdHsAkjKtTLQ5WKge38WYo0zEBJhoHHP/vdXq1eRsyCG0g87xnwBYdkVWcSkHtrM6vMw1gc+MTGRXbt2Sew/s5nS0lJUKtU4yZKT5SQ/MDDAnj17yM7OHneAHBwcZM2aNcTHx/Pyyy+f1PTnI8GU+7Tkkpe8Sfv9fuVDGBwcZM+ePURERHzusOLR4IsCytjSmqwDdrjmu9/vZ9++fbhcLubNm/elKKGO/YGmpaXhdkuNUbvdTl1dHWazWclsQq2hzD13v6py4ZnJlLzXitaoYe45KXzyfK2kFaUeDSZGJyNtUmlI9j5JnhlO/U47fu/+zTtzTiQ12/ZvWBqdiow50dTtsCuyJGqtwLSCcDprB8f1BOKzQnH0eyWK7WiAiUwwodOr6agelD6D0bmQmDQLDTt7pERAlBrMGUVR+/sjoHi5l3/StT8TAMzJPtwdhv0ndGE0K6ofUoIJSCd0nzuwf2pckCi2EQlmGkt692/eOtDFuqjcbBuzoUvsq33r9gcTQQ3ZC2Ko22mX7AGQAlnSDCt97Q6Gx5SVwuONaI1qWssHlNsMIRqSZ4VTOSY7EFQiuUtiqdxoV0paCEjU4nUdSrMdIGtuNM2lfcrnABCVasbnCRwQtHTEZYVQscmGalSRSaNTkbc6lq1vNaBj/8Ft0YVppOYdnz231+tl9+7d6PV6Zs+erWT7g4OD2O126uvr2bdv3zgvki9TWfhoIO9LWVlZJCUlKbcPDw9zwQUXEB4ezuuvv37SDmYeDaZcQJFxoBJwZ2cnZWVlRzSseDRQq9WKAuiB6XYwGKSiogKbzcbcuXMJCws7bPPd5XJRUlKCXq9n7ty5JyytNRgMilmQz+dTzHx2796tlM1iYmIIDw8nKsnMiv+brjx21vIEdrzVjKARMeUMMlwZglodJBCUJN5TZkVQu81GYLRvodFKp9eqLV1KgFGrBUneZXePsokJakjNi6CjZhjnoLR5q9QQnxmKe8RHX4dTKV9Z44wYw3S0Vw0om6XBoiE+K5T6nT3j+gRZ82Oo2CjRbkFmRUnNf1msURDAlOTD22NQBvBA0qnq63Qy3LufYmuNM6LRaKRhzVGYQrXEjPquyIFDZ5TkavZ93KnchiASlhlk38fjN/SM4iiaSnr3ZyGCdN2uwfFZiNyHaRoj+67RCWTOjaLs4/3BBEFk5vI4KjbYlKCFANMXxVC3w74/AwKSZ4TR0+ZQ3nOAkEgdZque5tL9r6PVq5jxnVDeXLcOV4RI0mA2BtFEwaXRfNa5mdqoDuJG0ol0JlB4VhI5i/ZnvccCr9fLrl27MJlMytwWjHdSzM7Oxul0Ko39mpoaTCaTElzCwsKmRHlsaGiI3bt3k5GRQXLy/hkch8PBRRddhMFg4M033zzuSsrJgikbUEDqo/h8PmpqamhpaTniYcWjwdjS2tgvqNfrpaSkBJ/Pp5TWDtd8HxgYoKSkhLi4OLKzs6fEFx1Aq9USFxdHXFyc0hi12WyUl5cTCASUpmhUVBQajYbkGeGow1xUVFaSmzudkWgNe95rQ2/ScMp3Mtj5TovSdFapVWTOi6ZqS7cSTAS5P7KnVwomo6yolFkRdDfuDyYIEJNmwTUyZlMd1YoyW/W0VQ6AxH5GZ5bWJYlHSnfV6FRkjwaTsWWl7AVSP0LeVAUBTAl+xGETHsd+tlJsRgjuER+D3fslSCzRekKj9LSUDSj30xvVpOZHUrlpfO8ge2EsZRs6xgQTJBfFz2yjk+TSP1jT1LRW9Cm9GYDoFDN+b1DpC4FU0opJtVC3s2fc68xYGs/ej8aUmhCZuTqS7Z9UoRVNaJFOvBkLwqmzN9Dv9hJCOAICUdNM+JIGqW1uw6qKQRPUoTerSVuj5/1XtmHRRWLxRqBSQdH3otgw8h6OBDtDQyJhnijmnzWNUuNm6k1leC1G+gKdLJpdQMEZSRwPPB4Pu3btIiQkhFmzZn3ub8VkMimMR9mLRC49i6KofH/Hqvl+mZAHmtPS0khJSVFud7lcXHLJJYiiyH//+9+T3if+aDDlAsrYzEOlUlFdXY3P52PBggWT4rcsf6EDgYDypZRNuEJCQhTWidwvkafeZXR2dlJRUUF2dva4E8pUw9jG6PTp0xkaGsJut9PQ0EBZWRkREREIgkB/fz+FhQUScywRknLDUWslna2k6VaG7G40WoG556VITfAx9NPMOdE07e3bzxgSIXmmld7WEYV2iwiRiSb83uC4E7olUo8lyiDpa41u1PoQSQqm+jO7Ug5TqwVyFsdSsXH/UB4CZM+PpnabbdwJ3RQfQBwxSvLwSAEmMiUEggI9rfubzkaLhqikkHG9A82oa2X5mGAiqCF3aZw02T6mR5GzIIb6Xb1jSmwCsZlmBu0uPCP7F2kIU6HRq+isGVaeU2+WbJCrNu+fFVFpBGadHs+e99uU8hNAzhmRdCZVUxNaikUXSWr/LNLzovHMa6F8/S584SpSBmeSEpFE5AVOPi77lE6rA7fGyTTXdGZ+38SG7vW0RnRjcUWQ1TOHhVckscn9IW2ONpwWJ9OX5nBKzAyqPDuo6K3ALbiImxfKqrhFFCcfn9mdHEwsFstRN+AP9CIZHBykp6eHxsZGysrKsFqtSoAxmUwTVsE4HGSCzlj7cJCEIC+77DJcLhfvv/8+FsvR95lOZky5gCLD4XDgdrtRq9UsXLhw0k4gctlKLmPJcy0pKSmKm9rhmu/19fW0traO0+g5GSAIAmFhYYSFhZGZmcnIyIii6Cpf19DQENHR0ZjDzMo1F6xMIj47DK1OTWSSedTwyYFKLZCzMIb+LpeSCQgCxGeHMdTnGUe7DY83otGp6W7Yv6kaQjREJYcc1AyelhdJ9Wfd+3sUKoGcRbFUbuwaF0ymL4qRJvLHBRMR0WFQgglARJIJlQrFohnAGKohPtNKw+792YFKI5CzSOrDHJiFVHzSNa7UlFYQSVvVgDLFDhCVZkI1fZimrmbC1XHoA0a0ZlDP7WDrzh7CDFFY3XGo1AJ5V1h4438fQpiOhKFM1GjIuzCSz9o/oSW6j6TBHEK8VrKWhdObU83Wri2ETDcSbHQRl2JEt7yXD9s3EZjmQasOIypWT+Kpfj62fUKXqY2QzCiiHQby5ljY2PcRtY5qTDOMxA1ZmHdWPNs066noqcAv+kkLTWNR0nxqhsrZadvJgHeABHMCi+IXUZg4+5i+azLcbje7du0iLCyMmTNnHteGP5aUkpmZicvlUrxI6uvrlXmtqKgowsPDJ7xiIAeTlJSUcTIpHo+HK664gr6+Pj788EPCwsIm9HVPBkzJgNLb20tJSQk6nY7U1NRJT2dl6nBzczM1NTXKXMtYG8+xwSQQCFBeXs7Q0BBz586dlMzpy4Lf76empoZgMMiSJUtQqVTKpH5DQwMGg0Hpu4SFhRGXHqo8ds65qUQmmVFrVUybHcmn/6mX5lRUIonZYai0KgZr9zfbQ6MNGEN143oUOpOkF9awe38wke2FKzZ2KT0TQQU5i2Kp2TqmdwCkF0XSsLtXabYDmKJB5dUzMqZ3YInWozNq6KwZUm4zWLQkzgyl9jMbwmgmoFILzFwRy+4PmtGK+5uo05dHsfuzerQBAyqkMmlyQRgtvW04h0T0SA3j8CQD1jXDbK7fRnuoA6/GRYY7j9zrtGzubaEvog/HyBAmvxXL3H5eqHkDZ4SA6DMR4gln8crpVIRtpWmwnBG9ll6jhdy8ZHryKvms8zN0ah1E+TizaD5BXPy38b+oBTVog8xbPJ3MsBjebHgTu8uOQW0gIzOBUxLyeb/lfcp7ywnXhxMeEs7ZRaewzbaFHZ070Kl1xBhjWBy/mNbhVjZ1bGLYO0yMMYY5MXNYnLAYlXDsm7LL5WLXrl1ERESQm5s74dmD0WhU+oaBQECx6S0rKyMQCCiU+qioqONmWTkcDnbt2kViYuI4e3Kfz8fVV19NW1sb69evnxR258mAKRdQWltbKS8vJzc3l+7u7glRAv4iqFQq6urqFDc4q9V62Oa7x+OhpKQElUrFvHnzTmoaoOwXIxMJZIpmYmIiiYmJyo/TZrOxZ88eVCqVwhiLiIhAo1WTNW+/rMS881MJidAjqARmLotj80sN0vumEgmLMRKdGiIN/41prEussf3ZgcSKiqZ84/7sQFBJZaXa7eNLWqn54XTXDytKuyBijBTQa430d7iU+xlC1FhjTLSW9yu3qbUqci8z8e7Gj/GECyQOZqHHQN5FEWzv+ZT6KBsJQ5lY3TFMPz2SzsRKqsPKsOpiSR6cTkKuFfGUdkre2Y4mwkhafz6xUZFEnu/kM/tmujQdRM6OYpornJwZOj7t20DDcAP6PAMZrgzmTYtlq68Sp92JQ+0gxpBEeKqTDcE3aWtto9fZS+L0ZE5NzmHY3MC2rm2M+Ecwi2ZWJK9AFEXea3kPf9CPM+hkUdwisq3ZvFz7MkPeIXwBH5nWTBbFLWJt01oq+yrRqXWoVWrOSj2Lz2yf8WnHp5jUJtQqNYvjFzPsG2Zty1oCwQBGjZHZUbM5Pfl0tKpjP9C5XC527txJVFQU06dPn/RSlFqtJiYmhpiYGMWm126309raSkVFBaGhoUpwCQkJOar1OJ1Odu3aRUJCgqLbB9Kh7Nprr6W+vp7169crg8ZfR0y5gGKxWJgzZw7h4eH09PRMqJvioeDz+fD7/QwNDSnNd5kSDOOb78PDwwptecaMGVOm+X4skK8lMjKS3NzcQ17L2B9nMBhkYGAAu91+kEJyVFQUWq0Wg1lL0Vn7+0hzzk1RMoy556aw891W6S8Ckr97kaQ6PDZwTF8UO057CiDz1HB276hB6zOhRQcCJM0Ood3RxqDTj5kwQMQQAebZAWq21hMmxKAWNWiNKlLWaPjk7Z2EaaMx+UIRVDD7mjA2ej/AkzRE/1CQME8UBWfmsi90C83uGrxmPQM+G7MLM2jPKWVb9zZ0KWEMtfQQHqtFe0YXH3Z8hDZbg7fWjzFEJOFsPx/2rMPushOmD2N6TAYzIzP4qPUjagdqseqtJIYksjS/mE0dG9nbuxetWktOTA6nFZ5GaXcpdR119Dv7saqsZBjSaHbXUdpbSp+/j0hDJHNj52LWmvlf8//ocnahFtTMjZnLzIiZvFH/BjanDVfAxYyIGZyScArr2tZRM1CDJ+AhwhDB2alns69nH1s6tyAg4A66OS/1PABeqXsFAQFvwEtxTDHnpJ2DSXPsVF15A46Ojj4mWaTjxVib3oyMDDwej8Iaa2hoQKfTKX2X8PDwzx1DkLOs2NjYcaoXgUCAH/7wh5SXl/Pxxx+P0+36OmLKBZTw8HBFFPJ4PFGOBHL6KggC2dnZBzG5xm6ysgx1WlrahNKWTwRkSZjU1FTS0tKO6FpUKhURERFERESQnZ2tKCQ3NzdTXl6uzAtER0crFq2WCAOnXZ2tPMfsFYkMdDkJ+IMs+XYGNdtsiqmTSi0N/5V/0jnudTOXW+nJrKa2qgyLNpLU/pmkzIzAv6SF8o9LCIRrSOmfSYwlgtjLPHxauYNuq5NElYckXyYZ3xPY2rORVqudIXcfWT1F5F9h5VPfR3Q5unCFupi1bCbzIrMo9WylbqAOJyOkLo5iSWQBrb4qdtmk4TtNqovzli7H6R/gw9Z10uZrcrL0zGJSLOG8XPcy3tGpyeSQZGZGzmRt81oaBhoI0Ydg0Vo4NfFUPmn7hF22XYTqQjFqjCyNX0rTSBNbbFsYdg8TbY5mVcYq3CNuPmz/kB5PD2GaMOJ0cVixsrZ5LY1DjYRoQ8gOz2Zu7FzebXqX6oFqREQyQzNZlrCMLZ1bKOkpYcQ3QqI5kVMTTqV1pJVPOz9lyDOESWvitMTTMGvNvFH/Bi6fC7/oZ17sPC7JuoRQXSjHCvm3FRcXR1ZW1pT4vej1+nHZtywHU1lZidfrJTJyv1LyWJqvnGVFR0eTnZ09LpjceOONbN++nQ0bNoyTWvm6YsoFlLGQ9bwmA3KfJikpib4+iZN/uOZ7c3MzDQ0NB4m9nYzo6OigsrLyuCRhDqeQLM8LhISEKH2XsWWFiAQTF9y6v7krqARayvoJ+IIs+NY0etsdChMMIO2UUGy5UoPYmhuGt95JbLIB9bIuPunchC/ZR8BrxBIqELfSx+a+T+kJsWHJiCLKYSB9jpqtQ59Q564jLC+c2EEzeatD2anaSFVfFWrUZFgzmB9fzO6e7VT0VTDiGyHFksK8uLm0OpvZ3r2dPncf0cZoFsUtwhlw8nH7xwx5JWfHUxJOIdGcyFsNb+H2u3H4HRREFTA/bj7vNr9L61ArftGPVWflzGlnsqljEzttO9Gr9PiCPs5LPo8WRwvvNLyD1+HFYDCwNH0pVpOVl9pfwq/3E2WIIsecQ7o6nZcrXqbT30mYLowwfRinxZ/G+83vU9pbil6tJ8YYw2nJp7G3dy9bO7fiDriJNkazJH4J7qCbda3rsLvtWHVWiqKLSLWk8lr9a7SOtKIRNMyKmsXFWRcTaTj2so3ctE5ISDgmDbsvA2q1WgkeOTk5jIyM0NPTQ0dHB1VVVcp3ODQ0lKqqKuV+Y+0obrrpJj755BM2bNhwzFqCXzVMuYByoIT9RNnzjkVLSwvV1dXk5uaSlJTE9u3b8Xq9n+thMmfOHMXD5GSEKIo0NDTQ0tJCYWEhERHHN+k8FmMVkn0+nxJcmpub0Wq1ivy+1Wodl/XFplm49J5igoEgOqOG9uoBarbaEEVJPDL+NKhu7cGsNeOPcrOmaDk97m7ea98AXhhw9rFi0QpSYiy80/gO/qAfvUbPjBnTmBWRxnvN79E83Ey4Ppx4ayynFszlk/ZP2Gffh0VnIcoQxaK4Rezt28t223ZJtt8Yy4K4BXQ5u9jSuYVeTy+xxliKoovQqXWsb1tP+0g7IdoQZkfNJi00jbUta2kZbkFEJC8yj4WxC1nbtJamoSaGfcOkh6azPGk5u2272W3fjcvvwqg3cmbKmfS6e3mv4T0cDgdavZYVaStICUnhuern8AV8eAIecqNzWZ60nJfrXmZIP4RZY8asNjNTnMlTW5+iSWwiVBeKWq1mZfJKmoeb+ajtI9SoMWlNzIudh1lr5uXal+nx9GDRWpgeMZ3imGJeqn2J+sF6zFozSSFJXJ59Ockhx05/l2czkpOTSU9Pn5LB5ECMPSClpaUpSsnd3d00NDQoU/wNDQ1ER0cTEhLCL3/5S95//30+/vhjUlNTv/hFviaYcgFlLCbCTXEsgsEgVVVVdHZ2jmu+y6eQrq4upWegUqkoLS0lEAgc5GFyskGe+O/v7590VppWqz1IIdlut7Nv3z5lGE1WSFar1Wh0KhhlWCXmWLnwVwW4h/1EJZvp8/YRZYhCp9KRHpZOrDmW7bbtuBwuhpxDrE5fTWJkIu80vkNQDOLwO5gbM5cZETN4o/4N+j39iIhEGCJYHL+YD1o/oLyvHIvWgkpQcXrS6ezt28umjk2EaELQqDUsiFuA0+fko9aP8AQ9hGnDmB01m0hjJP9r/h+tI61E6CPIsGZQGF3Iu03vUtVfhVFjJC00jaXxS1nfvp6y3jL8op9kSzLLEpZR2VfJtu5t9Hv6iTPFsSRhCd6gl3cb3qVruIsQYwhLU5aSGpoqBQ7PEN6gl/yofJYnLee1+tfocHTgCXiYZpnGtzK+xfbu7dhcNrR+LW6fm3wxn+2V29np3Yleo8eLl4XxC0mxpPBU5VM4fU7UqEkJSeHUxFN5oeYF6gfqCdGFYNaYuSb3GrKsWcf82cvBJCUlZRwD6mSDTqcjMjKSpqYm4uLiSEhIoKenhyeffJInnniC6OhoHA4Hb7zxxrjm/GRh48aN/OlPf2LXrl10dnbyxhtvcP7553/uYzZs2MBNN91EeXk5ycnJ/PrXv+bqq6+e9LVO+YAyUSUvn89HSUkJHo+HhQsXYjQaleZ7RkYGSUlJCl22uroaQRAUaYiTOZjITpY+n4958+Z9qXpCh1NIrq2tZd++fURERCjZi8yWs0QYsIwmT5GGSFYkr8DhdxBjjKHX3Ytn0IPeq+e09NOYP20+/238LwOeAXxBH3Nj5pIXkcfbDW/T6+5l2DdMbngupyScwob2DdT01xAIBtCr9Zwz7Rz29u1lc+dmtCotroCLs5PPxhvw8mbjm+hUOgLBADMjZpJsSeblmpfp8/ShU+lIMCewJG4Jbza+SXV/NeH6cMxaM2cln8WnXZ+yvXs7erWeKH0UyxOW0+ZoY2P7Rhx+BxGGCObGSI3116qkIBFhjCAvJo/8yHxeq3uNpqEmVIKK7PBsViav5K2Gt6gbrMPtd5NkSWJlykpKekrYYdvBiH8Eq97KypSV6AQdb9W/hSfgwel1kqvPJcoVxT/L/olH9OD2u8mNzOXctHN5sfZFmoaaEAQBnUrHtTOuZVbkrGP+rGUJErkvdzJDloaxWCzMmjULQRCIjIzk97//PQ6Hg5dffpmZM2eycuVKcnNzue6667jxxhsnbT0Oh4PZs2fzve99j29961tfeP/GxkbOPvtsrr/+el544QXWrVvH//3f/xEfH8+qVasmbZ0wBQPKgSWvichQZEdHk8nEggULlMxnbPNdLtuYzWaGhoYUHvm2bdswmUxK5nIkznNTBTIt2GAwMGfOnBOq3Ho0CsljRQDD9FKvIBgM0l3XTXYwmxXFK8iIzMAVcKFVaYkzx2HRWlietJwPWj+gcagRX9BHTngOSxKWsLFjI9X91Qz5hkgOSWZ54nLqB+vZ2rUVp9eJWWvm9JTTERD4X8v/CIgBhnxDLIlbwqzIWfyr+l+4/C68AS8ZYRksT1rOGw1vUDdYh0bQoBbUXJB2ARs6N7C1aytmjZkgQZYnLWfAO8C7ze+iQoVBbaAgqoCkkCSeK3uOLmcX4cZwMiMzOTXpVF6pfYWawRrMGjMxxhjOmXYO77e8T2lPKQAxxhhWJK+gYaiBTzs+ZcA7QLg+nIWxCwnRhvBmw5v0+/rRaXUUxhayJGIJL9S/gM1lIyAGSDIksdiymFdrX6VhqAGnz0msKZZvZ32bxQmLj/mzHRwcZPfu3aSnp5/05R85mISEhIwbwBRFkT/84Q/897//5bPPPiMvL4+BgQHef//9SWeinnXWWZx11llHfP/HH3+ctLQ0HnjgAQByc3P59NNP+ctf/vL1CyhjMRElL7n5npiYSE5ODnDo5jsc2sPE7/fT09ODzWZj586dSk8gJiYGq9U6ZYPL0NAQe/bsITo6munTp08pivMXKSTLAVxuiso+436/nzMXnbk/m8HCiuQV2Jw2UkNTMWqM+II+ki3J+IN+zkg+g/K+ckp6SnD73cSb4zkl/hQ6HB1s7txMn7uPSGMkC2IXYNbsp+LqVDqKY4rJi8zjpbqX6HP34Q16yQ3P5YzkM3i36V0ahxqljCEkifPSzmOXfRc7bTsRRAFPwMMF6RfgCXh4q/Et1IIad8DNwtiF5Ibn8njp4wx7htFpdSSGJrIyZSX/qfmP1MvQmNGpdVySeQkb2jewrXsberUenUrH8qTlDLoH+bDlQ9wBNyHaEIqii0izpvFizYt0Ojsxa8ykWFI4Z9o5PFf9HN3eblQaFQnGBFZFruL91vepd9XjF/yE68JZHrec1amrj/mzlGXbMzIyxulZnYzw+XzKwXOszpgoivzlL3/h4YcfZt26deTl5QFgtVr59re/fSKXfEh89tlnrFixYtxtq1at4mc/+9mkv/aUDijHSxtubW2lqqqK6dOnk5ycjCiKyvMd2Hyvqamhq6vrIA8TjUajCCyOdU0sLR09NY4Gl4iIiCmzact+1icLxXmsQrIcwO12O7t370alUiGKIgaDgaKiooMGSbOsWePq/qcmnkr1QDXZ1myywrLY1LGJpJAket29nBJ/Cq6AS2FpWfVWCqMKiTXF8k7TO7Q72gnVhpJuTWdB3AJer3+d+oF61Co1aWFpnJFyBu+1vEdVXxWugIsEcwKnJ51OzUANW7u3MugZJEwfxrKEZSDAu43v4vQ7EUWR+bHzWRC3gEf3PMqIdwRRI5JmTWNN2hper3udpqEmRFFEq9ZyWdZlbOrcxJbOLehUOvxBP6uSV6FGzYv1L0qzUQjkhOdQGF3IUxVPYXPZMGqMRBmjuDTrUp6veZ6agRoMagNmrZmLMi+itLeUBl8DokYkRBVCnjGPZHsyWzZvUUqTRyNV0t/fr8i2T2UduyOBHEz0ev04BWRRFHn44Yd54IEHeP/99yksLDzBK/1idHV1HcRGjY2NZWhoCJfLpdD6JwNTLqCM3fyONUMRRZGqqio6OjooKioiMjJS6ZeM9VoBKQPZu3cvbrf7Cz1MxvYExg76VVZW4vP5lJLNiTQGamtro7q6mpkzZ56UvPixAVymn2q1WrxeL5s3bx43THmo97gwupDC6P0/+iXxS9hu28682HmclXIWD5Y+SKQhEk/Aw4yIGWRaM3mx9kVsThsh2hASQhJYlbyKV+tepXawFrPGjFVv5dzUc9nYvpE9tj0IKoFIQySnJZ1Gh7ODjR0blQA1J3oO0YZo3mp8C5vThl6tJzcil8Vxi3mi5Al6PD2o1CrSQtM4b9p5vNUo9UccPgcxphjOST2Hyn6pge8L+hAROSPpDCIMEfy79t8AeAIe8iLzWJG8gifLnmTAMwBI5cFLsy7lhZoXqOqvQqfSESTIhZkXUt5fzsftH6MRNAgILIhfwM8Lf45RZVSIE2VlZQSDwXFSJYeTPerr66OkpIScnJyTnjLr9/vZs2cPOp1O8WYBaR958sknue+++/jf//7HvHnzTvBKpz6mXEAZi2Ppofj9fkpLS3E6nSxYsACTyaSUuOBgDxO5x3C0HiYHDvoNDw9js9mor69X1HsPbDhPJsaKVU6WU+SXCblkJ1sCyLcdqJAsB/jDEScWJyxmQfwCSe8KmBMzhy2dW0gPS+e7Od/l2cpnpU1WEIg2RnNW6ln8p/Y/NAw2YNQYEQSBizIuYmPHRrZ1b5NuQ2BZwjKcficftn6IJ+DBpDGRH5lPtjWbl2pfotvVjVlrJtGcyOrU1fyj5B+0u9vRa/XEmmI5L+08Pmj5gIq+CrwBL+GGcFYkrcDmsvFJ+ycMeYcwa83SrEhoKv+u+TdDniFJ3diaw5q0NTxZ/iT9nn48AQ9xpji+nflt3m95n9qBWkkZWy1wQfoFdDo6Wd+2HpWgwidK5IWfFvyUEK3E9htLnJDf46amJmVgdayKL0hl5NLSUqZPnz4h9tYnEnIw0Wg0iq03SL+nZ555hrvvvpt33nmHRYsWneCVHjni4uLo7h6vNtHd3U1oaOikZicwRQOK7Np4tCwvp9PJ7t27MRgMLFiwQAlIh5p8n0gPk7ESD5mZmTgcDmw2m9JwtlqtSmlsMhhjwWCQ8vJyBgcHmTdv3knvv9DX10dpaSlpaWmkpqYqB4CxCslOpxObzUZXVxfV1dVYLBYlgJvN5vGZrrBfUuOM5DMojinGrDVjUBuYHjGdNkcb0cZoLsu+jN323Qx5hhAR0av1XJJ1CVu7t7K9eztatRZPwMPq1NUIgsCrda+iVqkJikGywrOYHT2bZyqfYcAzgFalJUIfwQVpF/Dknidp97YTogtBr9FzUfpFbO3ayu6e3QiCgFlrZmn8Unyijw9bP2TEN4JJayI3Ipd5MfN4ruY5etw9aAQNCeYELs68mKcqn6Ld0U5QDBJliGJN2ho2d26mtKcUd8CNWWNmWcIy/EE/77e8j9vvRlAJ5EXkcWvRrYecgj9QhXrswGptbS0mkwmz2UxPT89xDcZOFQQCAUWXb/bs2Yr0iiiKvPDCC9x222289dZbLF269ASv9OiwcOFC1q5dO+62Dz/8kIULF076a0/JgCLj89wUD0RfXx979uwhISFBmWg9lE0vSB4mlZWVk1b7NZvNpKWlkZaWpvwobTYbNTU1ysYXExMzIRu/z+dT5mXmzp170tuMdnd3U1ZW9oUblslkUrwovF6vsvEdSiF57GcvCMK4KfBVKavIseZg1BhJMCfQNtKGRWfBqDVyeuLp6FQ6Kvsr8Qa9CIKUmYToQnij/g2CBPH6veRH5nNG0hk8Xv44Tp+TQDBAnCmOizMu5um9T9Pp7USn0SEKIpdkXsJ2+3alPxIQA8yLm0eoPpT/1PwHX9CHRqUh1ZLK6Umn84+Kf2B32TGqjZi1Zq7KvYoXal6gcagRlaDCorVw9rSzqeirYEf3DrxBLyaNieLoYmJNsbxc9zLD3mE0goakkCRun3M7UcYjs1o4cGC1sbGR5uZm1Go1tbW19Pf3KwZXE2HH/WVCDiaiKFJYWDgumLzyyivcdNNNvPrqq5x22mkneKWS8kBdXZ3y98bGRkpKSoiIiCAlJYXbb7+d9vZ2nnvuOQCuv/56Hn74YW699Va+973vsX79el5++WXefffdSV+rIMrH9ykEr9erSMd/+OGHnHbaaZ9bNpIzgZycHFJSUg4rOz+2LJSfn/+lq4LKG5/NZqO3t/e46chyyU6elznZftQHorW1ldraWvLy8o7ZmXOsQnJPTw+CICjDlBEREV/4HvmDfvbY9wBSP2ZD+waer34ep99JtjWbVSmreHTfo3Q4OiQNuLBszk8/n6crn6bX04sv4CPBnMCFaRfyVvVbdHg78OHDorOwJn0NNqeNTzo+ISgGCYpBFsUtIj8qn39W/BNRFPEEPKSFpfHtzG/zj4p/0OvuRUDApDXxg1k/4L+N/6WmvwadWoeIyJppa/AEPbzT9A4gZWN5UXksiV/CPyv+yYhvBJ1KR6QhkvsW3kdOeM4xva9yoM/LyyMqKkrpH9rtdjwez7jy41Q/1IxlDRYVFY3rxb3xxht8//vf58UXX+Tcc889gavcjw0bNrB8+fKDbr/qqqt45plnuPrqq2lqamLDhg3jHvPzn/+ciooKkpKSuPPOO7+UwcYpGVB8Pp/SQH///fdZtmzZIWt/oihSXV1Ne3s7BQUF45rvh/IwKSsrY3h4mIKCghPuYTKWjtzT03PUdOTBwUFKSkqIjY09IUquEwk50Le1tVFQUIDVap2Q5x1LnLDZbIpCsrzxHUnPzBf0sb5tPQ6fg2WJy6jqr+KRfY/g9DkxaUz8OP/H/L3879QP1gPSMObFaRfzbu27tPnaCBDAorNwWuJpBMUg69rX4fA60Kq1zIqcxdL4pTxT9QwjvhGCYpCkkCSunH4lT1c+jd1lxxvwYtVbuSLnCjZ3bWZfzz6CBBEQWJW8CpPWxJsNbyIg4AtKkvVr0tbwaNmjuPwuBARC9aHcPfduFsQtOKb3sauri/LycvLz8w8K9KIoKjNFdrudoaEhLBaL8h4frUT8ZCMYDFJaWorP5zsomLzzzjtcc801/Otf/zqiAcJvcDCmdEABqfa3YMGCg6w05ea7w+GguLgYk8mkZCYwXnZ+rIfJ7Nmzp5yHyVg6st1uBz6fjixLmcjc/6n0gz1ayHI4vb29FBYWTlqgF0VRUUi22+2MjIwova2xCslfBG/Ay6v1r9Iy3MKqlFXo1Dp+u+O3uHwuvEEvF6ddzKbGTdR6axERMWqMLIlfQoguhP81/w+X34VOpWNa6DTOmXYOT1U+Rb+7H5WgItoYzbUzruXZqmfpcnYREANYtBbOTzuf+qF6dtp24gl40Kq0FEcXkxOewyt1r+AJeAgSJCUkhaumX8VfS/+Kw+/AH/QTpgvj1qJbOT359GN63+TycH5+/hG5ko4tP/b29qLT6Y6JkjwZCAaD7N27F4/HQ1FR0bgDxXvvvccVV1zBU089NSVnS04WTPmA8vHHH1NYWDju1Cp7E+j1egoKCj63+T40NERJScnn+n5MJRzqVD2WjtzZ2Ultbe1XQvk4EAiwb98+nE4nRUVFX6rEzdiGc39//2EVkr8I/qCfJ8ufZI99DwuiFhDdE83TI0/jFbwM+4aZHzOftLA0Xq57WQoGgpakkCQuzrxYovx6pQa+UWPk+lnX83LtyzQONyIgYNQYOSv1LHpcPXzW9RneoBedSsf0iOnMj5nPCzUv4PA7UAkqovRRXJ93PX/b+zeFVGDWmLl25rV8J/s7x/Qeycq7s2fPPqby8FgtN7vdfsSU5MlAMBhk3759uFwuiouLx732+vXrufTSS3nsscf47ne/e1If0E40pmRA8fv9SqaxceNGZs6cqXyh5WGquLg4xQFOdlc8sPkue5jIkhAn2xdFdpyz2WzYbDYcDgeCIJCamkpqauqUy7SOBrK2GkBBQcGXurkcai1y+bG3t/dzFZIPh8HBQYkUkpjAf0f+y/bu7SSYE7hn/j38cMMPsbvsOHwOog3RXDH9Cv5e/neGvEOoBTVqlZrrZ13PO03v0DDYoLDSTks+DbWg5oOWDwiIAdSCmkxrJiuTV/KP8n/gDDjRCBqMGiM/n/1zHil7ROm56NV6Lsm8hB/m/fCY7Hvb2tqoqamhoKBgQpSpx1KS7XY7DocDq9WqZC+fN/91vAgGg5SVlSnVjLG/m40bN3LxxRfz17/+lWuuueak2yOmGqY0ywvGT8u3t7dTUVFBdnY2qampn9t8b2pqorGxkVmzZp20LmoyHdlsNuN0OvH7/cTGxtLX10dzc/Ok05EnC2M1xvLz8084mUCr1RIfH098fPxhFZLlU/Wh1irLj8jKBD8Xf47dZSdcH45OrWNezDzWta0jTBfG7cW383r963gCHkRE1Co1l2VdxoetH9IwKFkmB8QAc2PnEqoN5dX6VyUaPSJRxijOTDmTx8sexx1wo0KFRqXhB7N+wGPlj9Hr7kWFCgGBlSkr+cGsHxxTMJHJEYWFhRM2z3QklGQ5uBzIzDseiKJIRUUFIyMjzJkzZ1ww2bJlC5dccgl//OMfvwkmE4Qpn6Fs27aNpKQkHA4HLS0tFBQUEBUVddjm+1gPk4KCgpPawwSkmnRpaSmiKFJQUKD8IMbSkQcGBiacjjxZkIU6IyIipnwJUlZIlt9nt9t90MCqLHPzeRR0f9DPvt59RBoiSbGk8GTZk7xa/yoiImelnEW4Ppxnqp5RgkRueC6F0YW8WPuixAYjSIQ+gmtzr+XRskclORdEdCod1+Rew9rmtbSOtCIgBZ4l8Uv4/aLfH5MXfEtLC/X19QeVmScTPp+P3t5eRXJHpVIpQfx4KMlyMBkYGGDOnDnj2Gc7duzgvPPO47e//S033njjN8FkgjAlA0ogEFCykp07d+LxeAgEAhQVFWE2mw/bfJc330AgQEFBwUl1aj8UnE4ne/bsISQkhFmzZh32hzWWjtzX14fRaJyS6shyWSgpKYmMjIwps64jhTywKrOZjEYjLpeLzMxMpk2bdsTP4wv6WNe6DkEQOD3pdN5seJNHyx4lEAwQa4rlR7N+xN3b78YdcANg1pi5Ie8GHtr3EC6/CxERjUrDhRkXsrdnL1X9VYijNpczI2byxKlPoFUffTCRs/qioiLCwsKO+vETgbE9xAMpyQda834eRFGksrKSvr4+5syZM+5xe/bs4ZxzzuGOO+7g5ptvPum+h1MZUzqguFwuNm/ejE6nY8GCBWi12nHN97HBZGRkhJKSEsXD4ESXUY4X8iR/fHz8OB/rL8Lx0pEnC/JJPjMz86RXpQVobm6mtraWkJAQRkZGlJJNTEwMoaGhR/U++4I+Xqp9iV53LxekX0DLcAu/2vorAsEAgiBwe9HtPLj3QYa8QwCoUbMyZSXtjnb29e5DRERAIDkkmadXPK1IqhwN5KHFoqKiKZPVHyslWdbyk51WxwaTffv2sXr1am6++WZuv/32b4LJBGPKBpSenh52796NRqMhPj6ezMzMw8rO9/b2snfvXpKTk0/Kk++BkMkEx7v5Hi0debIg+9ifrIKVB6KlpYW6ujqlYT1WIbmnp2eciOixvM8BMcBj+x5jt30356efT1F0EZe+fymBYAARkVMSTsEf9LOla4vymHhTPI+e+igJ5qOXQ5GHfYuLiw+i508lyNa88vt8KEqyKIrU1NRgs9mYM2fOODp4RUUFZ511Fj/+8Y+5++67T/p9YipiQgNKIBDA5/Md9/PYbDbKy8uZNm0aLpcLlUqlTMCPzUpAGrpqamoiPT39pG2+j0VnZyfNzc1kZ2dPqO97MBhkeHiYvr4++vr68Pl8REREEBkZidVqnZSMThRFOjo6aGtrIycn56hq8oIgoNVqp9SPXhTFcSf5Q5WFgsEg/f39SgkyEAgoCsmRkZHHxGYTRZG/lPyFtxrfIj8ynz8u/iOr/7sap98JQJgujIeXPUy2Nfuon7e+vp729naKi4tP+LDv0WAseaKnp0d5n/1+P8PDw8ydO3ccc6y6upqzzjqLa665hvvuu29Kfa++SpiQgCKKIl1dXQwMDEzAklCa7Wq1Gp/PJ/lEHOKHKDfvdTrdV+IL8mVez1iGnPxeq1SqCQ0sx3s9KpWKhISEE0opliGKIrW1tXR2dlJUVHREJ/mxtG+ZKnskCsmf93zy+/jI3kd4rvo5tCotDy97mIKogqN+rrq6Ojo6Ok66YHIgZEpyTU0Ng4ODgGR+1d7eTmZmJgaDgTPPPJNvf/vb3H///V9KZv7II4/wpz/9ia6uLmbPns1DDz30ufL3Dz74II899hgtLS1ERUVx0UUX8bvf/e6k6wNPSEDp7OxkYGBAsW893s1QFEWlT+L3+/F6vcqmp9FoUKlUit6XwWD4SgQTt9uNKIro9fovnfkkz/H4/X7lfZbf62N9b91uN8FgEIPBcEzXEwwG6erqQqVSERcXd0I/Y7nB29vbq6gyHAucTqeSuQwODn6uQvKRoG2kDYvWQpj+6Broclmou7ub4uLiKc0KPFLI0j1z5sxBpVLR09PDr371K9566y0EQSA/P5+//e1vigX4ZOKll17iyiuv5PHHH2f+/Pk8+OCDvPLKK1RXVx+yivLvf/+b733vezz11FMsWrSImpoarr76ai699FL+/Oc/T+paJxrHHVACgQA1NTVKSj8RkBWGxyIYDOL3+5UpekEQ0Ol0U64scrQQRRGXywVI6q4n+lpEUcTn8ynZhUqlQqvVKoH8SOB0Si6Fx3u4GBoaoqOjg+Tk5BNmWCYPxQ0PD1NcXDxhJ8YDJUr0ev24YcrJ+h7I+nd2u/24guNUQkNDAy0tLcyZM2dcptXW1sYZZ5xBRkYGiYmJrF27Fo1Gw5///Gcuv/zySVvP/PnzmTt3Lg8//DAgfYeSk5O58cYbue222w66/w033EBlZSXr1q1Tbrv55pvZtm0bn3766aStczJw3L9SuWcykV/MtrY2vF4vVquV0NBQVCoVKpVKOUFrtVrl7x6PB7VarWx6J3pDPhoEg0GcTidqtXrSjW+OFHKg1ul0imWy/D6rVCo0Go3y/h8IURRxOp2Sx8cEnHrlUlcgEDghASUQCCjaT3Pnzp1QZQKdTkdiYiKJiYmKQrLdblespWXG2JEoJB8pZPZTT0/PQQ3rkxVNTU20tLQcVLbr7Ozk7LPP5rTTTuMf//iH4q20ZcuWSe21er1edu3axe23367cplKpWLFiBZ999tkhH7No0SKef/55tm/fzrx582hoaGDt2rVcccUVk7bOycKE/UonciOPiIigr6+Pjo4OmpublaDS399Penq6ckqUNz2fz4fP58PtdiulmqmeuQQCAVwuF1qtdsrKfcuNcXljlzNEWQJGDuKyb43T6USlUk3YRnUiPz+/309JSQnBYPAg7aeJhlqtVth3Y+cwqqur8Xg84yb1jzWoyUN+/f39X5lg0tzcTGNj40HstO7ubs4++2zmzZunBBOQVDcm2yxLJggcytO9qqrqkI/5zne+Q09PD0uWLFEOcddffz2/+tWvJnWtk4EpKb1iNpsxm80kJSXhdDppbW1lZGQEQRDo6enB7/cTFhaGWq0+5Ina5/MpJ+qjLdd8GZBnbAwGw5RoOB8pNBqNkinImYvL5VL6XRqN5iuxUXm9XsUWtri4+EudaTrQWnpkZAS73U5LSwsVFRXHpJAsiqLi6HngXMbJipaWFhoaGg6am+np6eHcc88lPz+fZ5999qSYR9uwYQP33Xcfjz76KPPnz6euro6f/vSn/Pa3v+XOO+880cs7KkzJgCJDbsz6fD5mzpyJKIr09/djs9loaWnBYrFgtVoV2uvYE/WJCC733nsvb7/9Nrt27Trsfa6++mr6+vp4/fXXT1hf4HD43ve+x8DAAK+//voX3lcOLoFAQCnbBQIBhoeHlQxxql3fkcDj8bBr1y7MZjN5eXkn9CAiCAIWiwWLxUJ6evo4/auamhrMZrMSXA6niCDbQw8PDx8kP3Kyoq2tjfr6+oOo2319fZx77rlkZmby/PPPn5Dvn6z3dihP98PNYN15551cccUV/N///R8AeXl5OBwOvv/973PHHXdMqcPwF2FK/+JlX/np06crJ3mTyURCQgJut5uBgQF6enpobW0lJCRECS5yL+XA4HKkvYCj2ViPBm63m0AgoJTlTnYcKtMKBoNKEHe5XErgORn6W7ItgtVqZcaMGVPuh3ygJa885Nfc3IxWq1X6LrJC8oEqu1+FYNLe3k5NTc1BwWRgYIA1a9aQlJTESy+9dMKUuHU6HcXFxaxbt47zzz8fkH4T69at44YbbjjkY+RS8ViMtSQ+mTCldzWNRnNIjSRBEDAajRiNRuLi4vB4PAwMDNDX10dbWxtms1kJLnIv5Uh7AZMFl8tFMBg8KTbWI4HcszIajeOCo0qlQq/Xo9frFWae1+ud8v2tkZERdu/eTUxMzEnhgPl5CsnBYJCoqCicTieBQOAgld2TFR0dHVRXVx/k6jk0NMS3vvUtIiMjee2110544Lzpppu46qqrmDNnDvPmzePBBx/E4XBwzTXXAHDllVeSmJjI7373OwDOPfdc/vznP1NYWKiUvO68807OPffck6JkNxZT6wh2DBAEAYPBoPijzJo1i/DwcAYGBigvL1dkGLxer/IYjUbD2rVrOeWUU4iLiyMpKYmVK1fS3d3NXXfdxXPPPcfbb7+tnKxlr+bbbruN3NxcLBYLWVlZ3HXXXYdUBnjyySeZNm0aFouFSy+9lI6OjsPSaIPBIL///e/JzMwkJCSEoqIiXnvttc+95oyMDH73u9/xf//3f1itVtLS0vj73/8+7j779u1jxYoVhISEEBMTw/XXX8/IyIjy74FAgJtvvlmZ4v7lL3950GnocGvzeDy43W5MJtPnZloqlQqdTofZbCYkJESxIhgZGcHhcCjzRScaQ0ND7Ny5k4SEhJMimBwIWeplxowZLF26lIKCAgYHBxkZGcHpdFJeXk5bWxsej+dEL/WY0dnZSVVV1UH+LA6Hg4svvhij0cibb745JfpD8gDlXXfdRUFBASUlJbz33ntKo76lpYXOzk7l/r/+9a+5+eab+fWvf82MGTO49tprWbVqFU888cSJuoRjxpTOUI4WgiCg1+uJjY0lJiYGn8/HwMAA/f39dHR0YDQasVqtuFwuLr/8cn7/+99z/vnnMzw8zKeffoper+cnP/kJlZWVDA8P88QTT6DRaBQfbYvFwj//+U8SEhLYt28f119/PRaLhV/84hfKGurq6njllVd48803GRwc5LrrruOWW27h3//+9yHX/Pvf/55///vfPPLII2RlZbFp0yauvPJKoqKiWLZs2WGv9S9/+Qv33nsvt912G6+99ho//vGPWbp0KTk5OTgcDlavXs2CBQvYunUrNpuNH/zgB/zkJz/hqaeeAuDPf/4zzz33HP/4xz+YPn06f/nLX3jzzTdZvnz5F67ttddeY+XKlUdVEjoeOvJkor+/n5KSEsXL5GRHMBiksbERrVbL/Pnz8Xq92Gw2xX0xNDR03DDlyYDu7m4qKyuZPXv2uGDidDq55JJLAPjvf/87pWZqbrjhhsOWuOQDqgyNRsPdd9/N3Xff/SWsbHJx3IONbrebxsZG0tLSjvt0MOgZpKK3ghmRM456+vfzIG9gcnDZsWMH3/3ud9m6dSuzZs06aN3f+9736O/v5z//+Y8ioy9veGNT0AceeICXX36Zbdu2AVJT/r777qOhoYG4uDicTicbNmzgwgsvpKWlhbi4uHH9GY/HQ3R0NO+//z4LFy5Unvf73/8+TqeT559//pDXk5GRwZIlS3j22WeV60tMTOTuu+/mBz/4Af/4xz+4/fbbaWpqUjaNtWvXcv7559Pa2kpsbCzJycn89Kc/5ZZbbgGkMmBmZiZFRUWHXZvL5eJHP/oRPp/vsGs7FsglSL/fP64E6fP5aGpqIiEhYVLKGLICcnZ2NklJSRP+/F82AoEAJSUlBAIBCgsLD2IQejyecTYHx6OQ/GXBZrOxb98+8vPzlYMdSPvOt7/9bYaHh3n//fdPmNz+NxiPKZOhDHoGueCtC7C77EQbo3ljzRsTFlTkTUrm8qempvLkk09y+umns2DBApYsWcJFF100LijKpTTYL3r5wgsv8Pjjj9PU1ITD4cDv9x8k9Z2SkkJMTAxOpxODwcDSpUsJBoNUV1cfxPKoq6vD6XRy5plnjrvd6/VSUFDwudeUl5c37vri4uKw2WwAVFZWkp+fP+4EunjxYmUdBoOBzs7OcdpCMkVWPl8cz9qOFoejI3u9Xnw+H319fcTGxk5o9tLd3U1ZWRkzZswgPj5+wp73RCEQCLBnzx5EUaSoqOiQpUi9Xk9SUhJJSUn4/X56e3ux2Wzs3r0blUo1bphyKhAS5J5QXl7euGDi8Xj47ne/S39/Px9++OE3wWQKYcoElIreCuwuSWLd7rJT2VfJgvgFE/46cllsw4YNbNmyhffee49XXnmFhx56iGeeeYZp06YpzUwZarWa7du3c91113HXXXdx2mmnYTKZeO2113jkkUfw+/3KD1gUxUM2qw8Fuafx9ttvk5iYOO7fvuhEfuDpUxCECe1HjF2bLA0uB9jJbHqODS4yaaKxsZHKykqioqKIjY0lMjLyuFhycvnnwFPvyQq/38+ePXsQBIGioqIjauRqNBpiY2OJjY0dp5BcUVGB3+8fN0x5Imal5OzxQAtvn8/H1VdfTUdHB+vWrZswi+JvMDGYMgFlRuQMoo3RSoaSG5E7qa8nCAKLFy9m8eLF3HPPPaSmplJdXc3ixYtRq9UMDQ1RXl6O1WolPDyczz77jNTUVO644w7lOWStHpki6/V6aW1tVSx5AbZu3YpKpSInJ+fga54xA71eT2tr6+f2S44Wubm5PPfcczgcDiVL2bx5s7KOsLAw4uPj2b59uzI57Pf72b17N4WFhePWVltby3e/+90T0uyUWWFFRUVKL6C+vp6ysrKDrHiPFAd6mZzs8Pl87NmzB7VaTUFBwTGxglQqFZGRkURGRpKTk6MoJDc1NVFeXk54eLjyXn8Z3wPZ32jmzJnjJs79fj/XXnst9fX1rF+/fsK0A7/BxGHKBJQwfRhvrHmDyr5KciNyJ7SHciC2bdvGunXrWLlyJTExMWzbtg273c7MmTOJiIggPz+fzz77DLfbjc1mo6urC71eT0tLC88++yxLlixh7dq1vPXWW4A0GyMLPBoMBsVzweFw8POf/5yLL774kENNFouFm266iZtvvplgMMjixYsZHBxky5YthIaGcuWVVx7T9X3nO9/h3nvv5ZprruGuu+7Cbrfzs5/9jO9+97vKD/TGG2/kj3/8I1lZWeTk5PDggw+Osx8wmUzceOON3HHHHeh0uglb27FAEARCQ0MJDQ0lMzNTseJta2ujsrJSmR6PiYk57IYne5nIuk9fhTKJz+dj9+7daLVaZs+ePSEU0wPfa1khuauri+rqasUxMSYm5pgUkr8IfX19lJaWkpubO+43EwgEuP766ykvL+fjjz/+SngffRUxZQIKSEFlMspcByI0NJSNGzfy4IMPMjQ0RGpqKg888ABnnXUWANdddx0bNmzg9NNPZ2RkhHXr1nHllVdSXl7OzTffjNfr5bTTTuOWW27hD3/4g9If0el0ZGZmcuGFF3LhhRfS39/PqlWr+OMf/4jP5ztkmeY3v/kN0dHR/OEPf6ChoQGr1UphYeEhVUmPFCaTibVr1/Lzn/+cBQsWYDKZ+Na3vsX999+v3Oemm26iq6uLa665BpVKxdVXX83555/P4OCg0sO49957SUhImNC1TQTMZjNpaWmkpaUpQd9ms1FTU6NIwssbHuyXa+/q6jpIkfZkhdfrZffu3ej1embPnj1pPQ+TyURqaiqpqamKY6LNZqOxsXHCFZJlxt306dPH9bUCgQA33ngjO3bsYMOGDV8J18+vKqYUy+tkgOx82N/fT39/v2IglZSUdEimjDzcJ8vBT3VlZHlgcSrojLnd7qNiecmS8DKLyWg0Eh0djcPhYGhoiDlz5kwpaumxQla0NZlMJ0weZqxCsmwvLRuHRUZGHnW2NDAwwO7duw9i3AWDQX72s5+xfv16Pv74Y1JTUyf0Or7BxGJKZSgnA1QqFWFhYQiCQH9/P5GRkahUKlpbWwkGg4SFhSmy+4IgKMN9J4MystfrxePxYDKZTroJXRgvCe/3+7Hb7dTW1uLxeJRelSxNMhXe72OBx+Nh9+7dmM1mZs2adcLYWAcqJA8ODipZosfjUQZmj0QheXBwkD179pCVlXVQMLn11lv54IMP2LBhwzfB5CTANxnKMcDn81FWVkZycjJRUVGAVFYZGRmhv7+fgYEBAoEAoaGh4zxdxmKseOVYfa8TpYzs8Xjw+XwYjcYpE0yONkMZi7FeJgUFBeOseAGlVCMfCE4GyMKVFouFmTNnTsl1i6Ko9LhsNhsjIyNYrVal73KgQvLQ0BC7du0iIyODlJQU5fZgMMivf/1rXnnlFTZs2EBWVtaXfSnf4BjwTUA5Rvh8vsOWhOQflRxcfD6fElzCwsK+MLh82bL7brcbv9+PyWSaUpvUsQYU2ctEFEUKCgrGfU6iKDIwMKBseD6fb8LoyJMJt9vNrl27CAsLY+bMmSdNhuV2u5UyZH9//ziFZIBdu3aRnp4+LvsQRZHf/OY3PPvss3z88cfk5k4u4/MbTBy+CSiTDNl4Sg4uXq9Xkd2XPV0OvL/cc/H7/ZMuSzJRdr2TgWMJKLKXyZEwn0RRVDIXm82Gy+U6ZjryZEJWQY6IiCA3N3fKfU5HirEKyXa7XSkRZ2RkKLNOoijy+9//nscff5z169ePG+CdTDzyyCP86U9/oquri9mzZ/PQQw+NG/w9EAMDA9xxxx28/vrr9PX1kZqayoMPPsjq1au/lPVOVUzN49hXCLIdrtlsJjExEZfLdcSeLjBeGXkig8tYL/upGEyOBW63W+kvHEmzeiLoyJMNl8vFzp07iYqKYvr06Sf15yQrJFssFvr6+oiJiUGtVlNWVsbDDz9MMBjEaDTy8ccff6nB5KWXXuKmm27i8ccfZ/78+Tz44IOsWrWK6urqQ9KTvV4vZ5xxBjExMbz66qskJibS3Nw8TgH564pvMpQTBHmiXs5cXC7XQZ4uB+JwmldH2/OYDLveycDRZCjyKT48PJzc3NzjDrhj6cjyoOqBdOTJhtPpZNeuXURHR5+UKsiHgsPhYOfOnSQmJpKZmQlI38eNGzdy7733smPHDjQaDWeccQbnn38+55577kF2uhON+fPnM3fuXGVQORgMkpyczI033nhIivzjjz/On/70J6qqqk44E3Kq4ZsM5QRhrKdLfHw8Ho+H/v7+w3q6wKE1r5xOJ4IgHFK88lAIBoM4nU40Gs1X5gAwGV4mBoNBMbMaS0duaGjAaDQqweVwTonHC4fDwa5du4iLiyMrK+srEUzkAJmQkEBGRsa4f6uqqqKyspJNmzYRGRnJW2+9xdNPP01rayv33nvvpK1JpmDffvvtym0qlYoVK1bw2WefHfIxb7/9NgsXLuTHP/4xb731FtHR0XznO9/hl7/85ZQhtJwofBNQpgBkIcr4+Hji4uLwer1K5nJgcJHr+nJwMRgMinilXMI6XHCR7Xr1ev2U6Q8cL4aGhti9ezdJSUlkZGRMysZ7IB1ZHu7buXMnWq1WCS4TRUceGRlRNt7MzMyvRDCRM8i4uLhx1ySKIs888wx3330377zzDosWLQLg1ltv5dZbb510x8Kenh4CgcBBWVBsbCxVVVWHfExDQwPr16/n8ssvZ+3atdTV1Skq3F8FCfrjwTcBZYpBFq+Mi4sjNjYWn8+nBBfZ0yU8PHxccFGr1UrwOFRwkbOaA+16T3acCC8TjUZDXFwccXFxBINBRbG3tLQUOH468sjICDt37iQ5OZn09PSvTDDZuXMn0dHR47ItURR5/vnnue2223j77bcVXbmxmIrXHwwGiYmJ4cknn0StVlNcXEx7ezt/+tOfvgkoJ3oBXyXcc889vPnmm5SUlBz2PldffTUDAwO8+eabX/h8simVbBjm9/vp7++ns7OTyy+/nO3bt+NwOGhvb1dOWAcGF1lGRf63qfgDPRZMBS8TWfI9Ojp6HB25qqrqmOjIw8PD7Nq1i5SUFNLT07+EK5h8yHTnqKioceVIURR5+eWXufnmm3nttdfGGbt9mYiKikKtVtPd3T3u9u7u7sNKvMTHxx9UAcjNzaWrqwuv1/uVyf6PBVNn6GAKQda1mkqQm/AxMTFs3ryZsrIy1q5dy+bNmxU59s7OTtxut/IYtVqtWB8bDAbUajVut5vh4WFcLpdiHnayobu7m9LSUmbMmDFljLEEQSA8PJycnByWLFmiyLzU19fzySefsGfPHtrb28dZUY+FPOCXmpr6lQsmERERBzHU3njjDW644QZefPFFVq1adcLWqNPpKC4uZt26dcptwWCQdevWjTO9G4vFixdTV1c3zi6ipqaG+Pj4r3UwgS8hQ5HVen0+HyaTiZSUlMOyZHp6emhqahp3myAIFBcXT/YyTyo0NDSQm5vL0qVLEUWRQCDAwMAAAwMDVFdXo9PpCAsLw+Vy4XK5yM3NVU5Ter2eYDCIz+dTZPflsthU1Rcbi/b2dqqrq6e0l8nR0pEHBwfZvXv3QQN+JzNkiRir1XrQ7Mw777zDD37wA55//nnOOeecE7hKCTfddBNXXXUVc+bMYd68eTz44IM4HA6uueYaAK688koSExP53e9+B8APf/hDHn74YX76059y4403Ultby3333cdPfvKTE3kZUwKTmqH09fXR2tpKQkICM2bMwGg0UlNTg8/nO+xj1Go1s2fPVv7k5+dPytpeffVV8vLyMBqNREZGsmLFChwOB/fccw/PPvssb731FoIgIAiC4gH9y1/+kuzsbEwmE+np6dx5552HvJYnnniC5ORkTCYTl1xyCYODg4ddRzAY5He/+x1paWkYjUZmz57Nq6++etj7n3rqqTzwwANs3LgRQRBYvny5Qh3+zW9+w+mnn868efO47LLLKCsrA6Crqwun08nmzZs57bTTCAsLIzExkYsuugiv14tarSYnJ4c//elPOJ1OfD4foihSXFysMGxEUeTee+8lLS0Nk8lEcnIyP/vZz479AzgGNDc3U1NTQ0FBwZQNJoeCrI48f/58lixZQkxMDDabjU8//ZQtW7YoPZOvSjCRmVMWi4UZM2aMCybvvfce11xzDU8//TQXXHDBCVzlfnz729/m/vvv56677qKgoICSkhLee+89pYzc0tJCZ2encv/k5GTef/99duzYQX5+Pj/5yU/46U9/esJVuKcCJjVD6e7uVlzfAFJTUxkcHKSnp+dzbVcnu2nc2dnJZZddxh//+EcuuOAChoeH2bRpE6Iocsstt1BZWcnQ0BBPP/00gGLEZLFYeOaZZ0hISGDfvn1cd911WCwWbr31VuW56+rqePnll/nvf//L0NAQ1157LT/60Y944YUXDrmW3/3udzz//PM8/vjjZGVlsXHjRr773e8SHR19SNOt119/ndtuu42ysjJef/11JcW++uqrqa2t5Y033mBwcJD777+fW2+9lS1btjAyMsK7777LVVddxSWXXMJ9992HxWJhw4YNiKKITqdT+jUajQav14vb7SYYDBIMBhFFkddff52//vWvvPDCC8ycOZOuri727t070R/NISGKIvX19bS2tlJUVHRSe5mMpSPbbDb27t2LyWSiubkZm8026XTkyYYcTEJCQg6SiFm/fj1XXnklTzzxBBdffPEJXOXBuOGGG7jhhhsO+W/ygXIsFi5cyNatWyd5VScfJi2gBINBHA7HuMaWXApwOByHfIzX5aevxcMuXwlagwqTyURiYuKED991dnbi9/v51re+pZwKx07lGo1GPB7PQU25X//618r/T5s2jVtuuYUXX3xxXEBxu90899xziqXvQw89xNlnn80DDzxw0PN5PB7uu+8+PvroI6Vem56ezqeffsoTTzxxyIASERGByWRCp9Mpz1dbW8vbb7/N5s2byc/Pp6uri9dee41p06bxySefcPHFF3PHHXdQWFjIb37zGwYGBhBFkTVr1oybRZGDiqyMDFJjf2RkhPr6emJjYzn99NPR6XSkpKR8rjTFRKKpqYnu7u6vjJcJSNl7WVkZubm5XxodebIhG36ZTKaDlJA3btzIZZddxkMPPcTll19+UlzPNzh6TFpAkRu+B2YbWq12XONYhtvh472HanEN+TCG+jjv5ln0D/VQVVXFzJkzJ7TZNXv2bE4//XTy8vJYtWoVK1eu5KKLLvpCf+qXXnqJv/3tb9TX1zMyMoLf7yc0NHTcfVJSUsb5wy9cuJBgMKiYcI1FXV0dTqeTM844Y9ztXq9XseI9ElRWVqLRaJg/fz5qtVqZQM7JyaGyshKA0tJSLr74YtLS0sZ5ujQ2NgLS5+XxeBBFUSn1ySKVISEhXHTRRTz66KNkZmZyxhlncOaZZ3L++edPejbp8/no6+tj7ty5XwkvE5AsbktLS5k+fToJCQnAoenIdrt9wujIkw05mBgMhoNkb7Zs2cIll1zC/fffz9VXX/1NMPkKY8rQhu0tw7iGpH6Ea8iHq18kIzuD8vJy7Hb7uE36eKFWq/nwww/ZsmULH3zwAQ899BB33HEH27ZtIy0t7ZCP+eyzz7j88su59957WbVqFWFhYbz44os88MADx7yOkZERAN59992Dru9o5dq/CGOzPNnTJSwsTBFIVKlU9Pb2sm/fPsLCwggPD1f6Q4IgkJ6eTmVlJR999BEffPABP/vZz/jzn//M//73P0wm06QoI7vdbkRRZNasWV+ZYGK329m3bx+5ubmHLfuOpSPn5uYeNx15suH3+9mzZw86nY78/Pxx34Pt27dz0UUX8f/+3//j+9///jfB5CuOSTvqyF/0A5vWh5N9j06xYAqTshBzmI7oZAsqlVT28ng8E74+QRBYvHgx9957r/JjeOONNwCJShgIBMbdf8uWLaSmpnLHHXcwZ84csrKyaG5uPuh5W1pa6OjoUP6+detWVCoVOTk5B913xowZild9ZmbmuD/JyclHfC25ubn4/X62bdum3Nbb20t1dTUzZswAID8/fxw1cuz7EBoaSnx8PIIgkJmZiUajobKykoaGBgYGBhgcHFSE+84991weeugh1q9fz44dO6ipqSEQCOBwOHA4HHg8nnF0ymOFrIKs0+kmPLieKNjtdvbu3cvMmTM/t4c4FsdLR55syMFEo9EcFEx2797NBRdcwJ133skNN9zwTTD5GmDSjjcqlQqz2czw8LBSShJFkaGhoUMqeBrMWi67az721mGiky0YzFpFEXeim7Dbtm1j3bp1rFy5kpiYGLZt24bdbld8F6ZNm8b7779PdXU1kZGRhIWFkZWVRUtLCy+++CJz587l3XffVQLQuOswGLjqqqu4//77GRoa4ic/+QmXXHLJIYekLBYLt9xyCz//+c8JBoMsWbKEwcFBNm/eTGhoKFddddURXU9WVhZr1qzhuuuu44knnsBisXDbbbeRmJjImjVrALj99tvJy8vjRz/6Eddffz06nY6PP/6Yiy++mKioKE477TSeeeYZzjvvPKxWK3/6058U9lh7ezuvvfYaer1eYSm98MILGI1GMjIylOxnopSRnU6n8l5+VdDd3U1ZWRl5eXmH/P4fCaaaOnIgEKCkpASVSnWQVcDevXtZs2YNt956KzfddNM3weRrgknNl2NjY2lsbMRkMmE2m7HZbASDQYX11djYiFarVYbT+gbthMabETRSQ7+7uxuPx6Pcf6IQGhrKxo0befDBBxkaGiI1NZUHHniAs846C4DrrruODRs2MGfOHEZGRvj4448577zz+PnPf84NN9yAx+Ph7LPP5s477+See+4Z99yZmZl861vfYvXq1fT19XHOOefw6KOPHnYtv/3tb4mOjuZ3v/sdDQ0NWK1WioqK+NWvfnVU1/T000/z05/+lHPOOQev18vSpUtZu3atkg1mZ2fzwQcf8Ktf/Yp58+ZhNBqZP38+l112GSAFnMbGRs455xzCwsL47W9/S2NjI2FhYcyaNYvy8nL++Mc/ct999xEIBMjJyeFf//rXOMnuA8Ur5eBypMrIsgqyIAiYTKZD9tpORnR1dVFeXj7hszMyHTktLW2cOnJNTc2kqyPLwUQURQoLC8d9rhUVFZx77rmKWu83weTrg0mXrz9wsDE5OVlh6shDeHLforW1lf7+fnw+HxqNRmF5fVXq518FyFmjrC/mdrsJDQ0lLCxM8XQ5ELIyss/nO6wy8qEk9Y/HAniqoLOzk8rKSvLz8yf8YHQ4jFVH7uvrm3B15EAgQGlpKYFAgMLCwnF9nOrqas466yy+973v8f/+3//7Jph8zfCNH8o3OGYcztMlPDycsLCww3q6yH8AJWvxeDwHSeqf7AFFlsSZPXs2kZGRJ2QNY+nIPT09x01HDgaDlJaW4vP5KCoqGvcZ19XVcdZZZ3HppZfypz/9aUqy0b7B5OKbgPINJgSiKCqeLgMDAzidTsxmsxJcDkXECAQCeL3ecRTzsWWzkzmgtLW1KVP98mDsicZYOrLNZgOOjo4cDAbZu3cvHo+HoqKicZ9pU1MTZ555JmvWrOGvf/3rN8Hka4qvbUA5Go0xkE567e3tDAwM4Pf7leG+k3lqe7IgiuI4T5eRkZFxbpTyRuRwOPD7/RgMBjQajVIWE0URjUZDMBhUpHtOpoDS2tpKbW0thYWFXzjbdKIwVh3ZZrN9IR05GAyyb98+XC4XxcXF44JJa2srq1at4swzz+TRRx/9Jph8jfG1DCh9fX00NjaSmpqK2Wymu7ub/v5+Zs2adciTdDAYVOw+ZelqWQPrm/7O50MUxXGeLiMjI5hMJgwGA/39/SQkJBzUqJZl9x0OB62trXi9XmJiYoiKipoScxefh5aWFurr6yksLDxpPMblWSQ5uLhcLiIiIpTsRaPRUFZWhsPhoLi4eNyQcWdnJ6tWrWLp0qX8/e9//9o7Fn7d8bU8SozVGDMajaSmpqJSqejp6Tnk/WVXt4yMDEJCQtDr9Vgslm+CyRFgrKdLdnY2+fn5mEwment7CQaD9PX1KWw+GWq1Gr1er0jMGI1GGhoa+OSTTygpKaGzs/NzBUZPFJqamqivr6eoqOikCSawn46cmZnJokWLWLBgAVarlba2NjZu3MimTZvo7+8/SLGiu7ubs88+mwULFnzpweSRRx5h2rRpGAwG5s+fz/bt24/ocS+++CKCIEw5e4qvCqb2cW8ScCwaY4ODg5jNZlpaWhgYGECr1RIREUFcXNw3LJajgCAIDA8P09vbS3p6OhaLRZHd7+zsxGAwKGUxOdsVBIGUlBSysrIYGRnBZrPR1NREeXk5kZGRyin6RPtQNDY20tzcTHFx8UFyPCcbZDrytGnT2LdvH319fZhMJrZv305zczP19fWsWrWKX/ziF+Tn5/PMM898qcHkpZde4qabbuLxxx9n/vz5PPjgg6xatYrq6urPnfFpamrilltu4ZRTTvnS1vp1w9cuQ/k8jbHDnXrlZjNIQ4Tx8fF0d3ePk7T+BkeGkZERMjIyiIiIQKvVEh0dTWZmJrNnzyY2NhaXy0VVVRWVlZXY7XZ8Pp8yeR8SEkJ6ejoLFy5k0aJF407Ru3btorW1dVJUFb4IDQ0NX5lgIkMURUV1e8GCBcybN4+lS5cSFRXF1q1bOfvss2lpaSEjI4O9e/dOuvf7WPz5z3/muuuu45prrmHGjBk8/vjjmEwmnnrqqcM+JhAIKNJJXxUDs6mIr11AORaIoohWq1V6LnJ2YrfbT/TSTjocisggz6ZERUWRmZlJQUEB8fHxeL1euru7WbNmDXfccQc7duxQgovJZFI8RhYvXkxUVBRdXV1s2rSJHTt20NLSMumDkaIoUldXR2trK3PmzMFisUzq631ZEEWRqqoq+vr6mDNnjpIt6nQ6li1bhs/n44wzzuCxxx6jqamJU089laKioi8lqMjy+CtWrFBuU6lUrFixgs8+++ywj/vNb35DTEwM11577VG/5kQ6uG7YsAFBEBgYGJiQ55tq+NqVvI5WYwyk7EVW4JVhNBqV0/M3rJaJhVqtJjIyErPZjM/n4xe/+AUvvviiIgtz3nnnsWbNGkVdWe6Dpaam4na7sdvtdHd3U1NTQ2hoKDExMcTGxk6oDYIcTDo6OiguLv7KyOqLokhNTQ09PT3jgglINsXf+ta3iIyM5K233sJgMHD55Zfj8Xioqqr6Usq/cj9TNr+SERsbS1VV1SEf8+mnn/LPf/6TkpKSSV/f1x1fu51wrMaYDFlj7HC04ZCQEEXaXYbb7T4mnaojgSAIvPnmm4f996amJgRBmJI/kIlem0qlYtWqVfznP/+hq6uLv/3tbwwNDXHJJZeQk5PDz3/+czZu3KiUMg0GA8nJycyZM4elS5eSkJBAX18fmzdvZuvWrTQ2Nh62V3akkDfdzs7Or5RHiyiK1NbW0t3dTXFx8bgAPDIywkUXXYTJZOLNN98cF2j0ej2zZ88+EUv+QgwPD3PFFVfw97//fUKUCj7PYVUURVasWMGqVauUvaKvr4+kpCTuuusumpqaWL58OQDh4eEIgsDVV1993GuaSvjaZShw9BpjsmVra2srMTExuN1uOjs7DzoljUVTUxNpaWns2bOHgoKCL+OyvvIwGo2sWbOGNWvW4PV6+eijj3j99de54oorEASBc845hwsuuIBTTjlFMQpLSkoiKSkJn8+nZC719fWYzWYlczGbzUd8uhZFkerqaux2u6L8+1WA7IopB8mx1+V0OrnkkktQqVS8/fbbJ/Sao6KiUKvVdHd3j7u9u7v7kAKs9fX1NDU1ce655yq3yWVTjUZDdXU1GRkZR/z6X+Sw+uyzz5KXl8ff/vY3fvrTn3L99deTmJjIXXfdhSAIvPbaa1x44YVUV1cTGho64eaBJxpfy4ASERGB3++no6NDGWzMyspSSl4HSoHrdDqys7NpbW2lvLxcocEe6gv8Db4c6HQ6Vq9ezerVq3nsscf45JNPePXVV7nuuuvwer2cc845rFmzhtNOOw29Xo9WqyUhIYGEhAT8fr8yLd7U1ITBYCA2NvYLta7k3oJcDvoqbQYNDQ20t7czZ86ccZm62+3msssuw+Px8P7775/wbEyn01FcXMy6deuUvkYwGGTdunWHtPCdPn06+/btG3fbr3/9a4aHh/nrX/96VDYRR+KwmpiYyBNPPMGVV15JV1cXa9euVeT9Yb+duCx981XD167kJWPevHmsX7+e4uJicnNzCQkJoaCggHvuuYecnBzS0tIQBIF//OMfXHDBBcTExHDeeefR3t5OXl4e8fHxDAwMcPnllxMdHY3RaCQrK0vxoZcFLwsLCxEEgVNPPRWAHTt2cMYZZxAVFUVYWBjLli1j9+7dB62vs7OTs846C6PRSHp6upJWHw5lZWWcddZZhISEEBsbyxVXXHHYuRqAZ555BqvVyvvvv69c/5lnnjmOuRYMBvnNb35DUlISer2egoIC3nvvvXHPs337dgoLCzEYDMyZM4c9e/Yc99qOFlqtlhUrVvD444/T3t7OG2+8QVhYGD/72c9IS0vj2muv5e2331Zk8TUaDfHx8cyePZtTTz2VzMxMnE4nO3fuZPPmzdTU1Cg2yTJEUaSiooLe3t6vZDBpbW2luLh4XDDxeDx897vfZWBggLVr104ZBttNN93E3//+d5599lkqKyv54Q9/iMPh4JprrgHgyiuv5PbbbwekEuisWbPG/bFarVgsFmbNmnVUdPOxDqshISHKn+eee476+nrlfhdffDEXXHABv//977n//vvJysqa2DdgCuNrG1COFPfeey+XXHIJe/fuZfXq1Vx++eX09fUBcOedd1JRUcH//vc/Kisreeyxx5SymTxo9dFHH9HZ2cnrr78OSDXdq666ik8//ZStW7eSlZXF6tWrx/V05Oe+8MILKS0t5fLLL+fSSy9V7HwPxMDAAKeddhqFhYXs3LmT9957j+7ubi655JLPvTan08n999/Pv/71LzZu3EhLSwu33HKL8u9//etfeeCBB7j//vvZu3cvq1at4rzzzqO2thaQ6urnnHMOM2bMYNeuXdxzzz3jHn88aztWqNVqli1bxkMPPURzczNr164lPj6eX/3qV6SlpXHFFVfw2muvKW6ZarWa2NhY8vPzWbZsGdnZ2Xi9Xvbs2cOmTZsUtlNZWRkDAwNfuWDS1NRES0vLQcQCr9fLVVddRUdHB++9996UkpD59re/zf33389dd91FQUEBJSUlvPfee0oJuqWlZVIo/WMdVktKSpQ/FRUV4w58TqeTXbt2oVarld/K1wbiccLlcokVFRWiy+U63qcSRWefKNatl/47yUhNTRX/8pe/jLtt9uzZ4t133638HRB//etfK38fGRkRAfF///ufKIqieO6554rXXHPNIZ+/sbFRBMQ9e/Z87joCgYBosVjE//73v+Ne9/rrrx93v/nz54s//OEPD/ncv/3tb8WVK1eOu39ra6sIiNXV1Yd83aeffloExLq6OuW2Rx55RIyNjVX+npCQIP6///f/xj1u7ty54o9+9CNRFEXxiSeeECMjI8d99o899thxr03GRH63AoGAuH37dvHWW28Vs7KyRKPRKJ577rniP//5T7Gjo0N0OBzj/gwPD4vNzc3i9u3bxbfeekt86623xG3btoktLS3i8PDwQfc/Gf9UVFSI77zzjtjZ2Tnu9sHBQfHCCy8UZ86cKdpstuN+7092XHXVVeKaNWvEoaEhUa/Xi88999zn3v/6668Xp0+fLn7wwQeiRqMR161bp/zb5s2bRUDs6emZ7GWfEEydDMXVD48sgH+dL/3X1X+iVwRI1rkyzGYzoaGhilLrD3/4Q1588UUKCgq49dZb2bJlyxc+X3d3N9dddx1ZWVmEhYURGhrKyMgILS0t4+6XlJTErl27qKysxOFwsHDhwkNmKNXV1WzYsIH169djMpmUP7Ll8NhU/ECYTKZxDcn4+Hjl2oaGhujo6GDx4sXjHrN48WJlHbLPx1jGj1xbllFaWsrHH388rkQwffr0L1zbREOlUjF37lz+8Ic/UFVVxZYtW5g9ezYPPPAAaWlpXHTRRfzrX/+ir68PURRRqVRYLBa6u7sxmUzMmjULtVpNWVkZGzdupLy8nJ6engmxOz4RaGlpoaGhgaKionGlLL/fzw9+8AMqKir46KOPJtQQ7GTHWIfVZ599lvr6enbv3s1DDz3Es88+C0jZy1NPPcULL7zAGWecwS9+8QuuuuoqZTA6NTUVQRB45513sNvtStbzVcHUacp3lMBIl/T/I13QWQrpp07ay6lUqoMGsQ41KX/gbIogCMomctZZZylllQ8//JDTTz+dH//4x9x///2Hfd2rrrqK3t5e/vrXv5Kamoper2fhwoUKEUAup1mtVmbMmKHMUxxu48rIyECj0XDOOecoboq1tbUkJiYSERHxud7lh7q2A9+T48XIyAjnnnsuf/jDHw76tyP1VZ9oqFQqCgoKKCgo4De/+Q2VlZW8+uqrPPbYY9x4440sW7aM1atX88orr6BSqXjnnXfQ6XTExcUxffp0RaW3srISv99PdHQ0MTExREZGnhTiiG1tbYrm2Ngh00AgwI033sjOnTvZsGHDN6STQ+DzHFbtdjvXXnst99xzD0VFRYBUMv/ggw+4/vrreemll0hMTOTee+/ltttu45prruHKK6/kmWeeObEXNYGYOgEloQBC4qRgYomH+MnltUdHR4+rsw4NDdHY2HhMz3PVVVdx1VVXccopp/CLX/yC+++/X2n2BQKBcfffvHkzjz76KKtXrwYk6e+xDWqZDlleXq4M7Mk+8/PmzTvo9TUaDcXFxbz22mtkZWXR29uL1+s9yOP7aBEaGkpCQgKbN29m2bJl49YvryM39/+3d69RTV1pH8D/gQoJd22hEuWiEstNQVQoOOMVZamoWEexsJAya2TqC6WglqJyc5y1xMtUrDqtZVQ6uCwKKKBTQGXAEawOdxAQFLmVEpCLQBCIJPv9wMt5jQEUCRhk/9biQ052kn30wJN99t7PY4KoqCh0d3czo5S7d+9KvI+VlRXi4uJgaGgol5mCWSwWTE1NERwcjKCgIDx69AjR0dHYv38/2traYGtri3PnzmH9+vVM7rbJkydj8uTJmD17Ntrb25myu0KhcMgU8PKgrq4O5eXlUsFELBbDz88Pt2/fRlpaGqZNm/YWeylfXvyDz2Kx8OWXX+LLL78csC2fz5d4PGnSJGRnZ0scCwoKQlBQkMz7KQ/k55YXZzLgdRfYlgD8zy99j0fR8uXLERUVhdu3b6OoqAju7u7D/gMcHByMhIQEPHr0CMXFxbh27RpMTEwA9C0L5HA4zCR0W1sbgL5cYFFRUSgtLcW9e/fg6urKTPL2J64EgJiYGJw9exYPHz7EmTNnkJeXN+CySADw8vJCS0sLPv30U6SlpaGjowM3b96Eh4eHVEAbjq+++gqHDh3CxYsXUVZWhoCAAOTn5zO/TC4uLmCxWNi+fTtKSkrw888/S43OXuxbVlYWKioqkJKSMuK+jQYWi4Xp06fjzp07+Oijj5Cfn49PPvkEMTEx+Oijj+Dg4ICTJ0+itrYWhBCwWCxoamqCx+Nh0aJFWLhwIVRUVFBRUSGXmZF/++03lJWVSaXWF4vF8Pf3x/Xr13Hz5k0YGBi8vU5S45r8BBSgL4jMXDrqwQQA9uzZgyVLlsDR0RFr166Fk5PTsDY4AX1r4vfs2YO5c+di8eLFUFRURHR0NIC+kcO3336L06dPg8vlYsOGDQCAM2fOoLW1FVZWVnBzc4OPjw+TIbV/tzfQN1SOjo7G3LlzER8fjyNHjsDU1HTAfvSPJHp6euDp6YnVq1fD19cXWlpaI9rJ7+Pjg507d2LXrl2YM2cOkpOTkZiYyCyDVFNTw9WrV1FUVIR58+Zh3759Ure2+vsmEomwatUqzJkzRyZ9Gy2JiYlob2/H9evXYWFhgd27dyMzMxOVlZXYvHkz/vWvf8HMzAzLli1DeHg4KisrmeCirq7OpIC3sbGBuro6qqqqcOvWLeTl5aGurk5qj9NYqa+vx4MHD2BpaSmxYkssFmPfvn1ISEhAamoqTZxIjciELLAlr4RCIQoLC2FsbCyxhPPXX39FR0cHM/oZTHV1NQQCAczMzEa7q2PibV1bQqFw0P0JhBDw+XxcuXIFly9fxq1bt2Bubg4nJyds2LABPB5PamNkZ2cnU7yqo6MDkydPxocffghtbe0xqUTZ0NCA4uJiqdr2hBDs378f//znP5Gens4slqCoN0UDihwRi8XIzc3FrFmzJL5FVlZWQiQSwcjIaNDXikQiFBYWgsvlDpkSZjyR92uLEILm5mYkJCQgNjYW//73vzF79mxs2LABTk5OMDExkQouXV1daGxsRENDA9rb26GlpQUdHR3o6OiMyjk2NjaiqKgIc+fOlVixRQjBwYMHcfr0aaSlpcHc3Fzmn01NPDSgyJnS0lKoqqpCX18fQN8vfmFhIXR0dIZcFdXU1ITq6mpYWFjI5WTwmxhP1xb5vxrtiYmJiIuLw40bN2BgYMAElzlz5kjd4uvu7mZGLk+fPpV5ZuQnT56gsLBwwGDyzTffIDw8HKmpqTTXHCUzNKDImZfr3Tc2NqKlpYWpd/9y4sp+/TXvhzsPJM/G87XV3t6Oa9euIS4uDsnJyZg6dSrWr1+PjRs3wsrKSiq4CIVCJri0tLQwaWp0dHQGzYI9lKamJhQUFMDc3FxixEoIwYkTJ3D48GGkpKRg4cKFIz5Xiur3bnyVfYcMN3El0PeHVyAQYPbs2WPdXWoQGhoacHFxgYuLCwQCAZKSkhAXFwdHR0dMnjwZ69evh5OTE6ytraGoqCjTzMjNzc0oLCyEmZmZVDA5ffo0wsLCkJSURIMJJXN0hELJrXfx2urq6kJKSgouX76Mq1evQkVFBevWrYOTkxPs7Oykblc+f/4cTU1NaGxsRFNT0yszI7e0tCA/Px8mJiYSt0gJITh37hz27t2La9euYfHixWNyvtTEQgMKJbfe9Wuru7sbqampuHz5MhISEqCgoMAEl8WLF0tlMhCJRGhqakJDQwOampqgpKTEjFw0NDTw9OlT5OXlwdjYGFwul3kdIQTnz5/H7t27kZiYyBR5oihZk7+NABQ1QbDZbKxduxZnzpxBfX09Lly4gEmTJmH79u2YOXMmduzYgeTkZPT09AAYPDNybm4ubt26hZycHEyfPl1qZHLp0iXs2rULsbGxYx5MTp06BUNDQ7DZbNjY2DBZuAcSERGB3//+90wmAnt7+yHbU/KHjlAouTVRr63e3l5kZGQgNjYW8fHxEAgEWL16NZycnGBvby+1Aqy1tRW5ublQV1fHs2fPwGKxkJycjI8//hjd3d3w9vbGxYsX4ejoOKbncfHiRWzbtg3ff/89bGxsEB4ejpiYGJSVlTGbeV/k6uqKRYsWwc7ODmw2G4cOHcKVK1dQXFxMU8GMFyNNVyzT9PWU3GtoaCAFBQUkOzublJSUEIFAMGR7Pp9PioqKSHZ2NikoKCA1NTVEJBK91mfRa4uQ3t5ekpGRQXx9fYmhoSFRU1MjmzZtIlFRUaShoYEkJycTe3t7UlxczKTdr6qqIps3byZqamoEAFmxYgVJSkoiPT09Y9p3a2tr4uXlxTwWiUSEy+WSgwcPvtbre3t7ibq6Ovnxxx9Hq4uUjNFbXnKIxWIhPj5+0OerqqrAYrGQn58/os+Jj4+HkZERFBUV4evr+8r2LS0tqK2tBZfLhampKTgcDsrLywfNVdXc3Ixff/0Vurq6MDc3h4GBAVpaWlBXVzeifk8kioqKWLRoEY4dO4aKigomPcr+/fuhr68PR0dHsNlsprSsgoICtLW14ezsDJFIhJCQEJibm8PT0xM6Ojq4cOHCmPRbKBQiJycH9vb2zDEFBQXY29vjl19+ea33ePbsGZ4/f86cGyX/6LLhUVJVVYUZM2YgLy9PbjeO/fnPf4aHhwd8fHygrq7+yvYNDQ3Q1tZmqlL2Z0JuamoacNNlZ2cn1NTUmHQfysrKmDJlCpMAkxoeBQUFWFtbw9raGq6urli6dCksLS1RUVEBQ0NDrFixAhs2bICamho8PT0RERHBJPA8duwYsrKymP+70dbU1ASRSCSVteHDDz/EgwcPXus9vv76a3C5XImgRMk3GlAmKIFAgMbGRjg4OEisCBpMfybkF2tksFgsaGhoDBogVFVV0dzcjM7OTqiqqqKnpwdtbW0S+aSo4auoqMDKlSuxa9cuBAYGMvXuY2Njcfz4cZSUlCA8PJwJJkDf/9VA5Q/kVVhYGKKjo5Genj6h5s/Guwl7y8vQ0BDh4eESxywtLREaGso8ZrFY+Mc//oGNGzcyGwwTExOZ51tbW+Hq6gptbW1wOBzweDycO3cOADBjxgwAwLx588BisbB06VIAQFZWFlauXIkPPvgAmpqaWLJkCXJzc6X6V19fj9WrV4PD4WDmzJkSNasHcv/+faxevZrZYe3m5iZRZ+VF6enpzIhk+fLlYLFYSE9PBwDExcXBzMwMysrKMDQ0xN/+9jcA/58JWSwW4+uvv4aenh6UlZWxbNkyJsNyZGSkRFr0999/HwUFBVBTU0NOTg6KiopQW1sLFxcXqKurQ0NDA/Pnz5eqF0ENbdq0aTh27BgCAwMB9F2nZmZmCAkJwf3793H79m34+Pi8cgPkaPrggw+gqKjI1Pfp19DQ8MrCXUePHkVYWBiuX78uUTGVkn8TNqC8rv3792PLli0oLCzEmjVr4OrqylRVDAoKQklJCZKSklBaWorvvvuOuaXQv9zx5s2bqK+vx+XLlwEAHR0dcHd3R0ZGBu7evQsej4c1a9ago6ND4nODgoKwadMmFBQUwNXVFVu3bh2wBDAAPH36FMuXL8e8efOQnZ3N1GDZsmXLgO3t7OxQVlYGoC+A1NfXw87ODjk5OdiyZQu2bt2KoqIihIaGIigoSKLAkKenJ3766Sd8++23KC0tRVhYGFRUVAb8nI6ODqb0qYmJCWbNmoUvvvgCU6ZMQVZWFnJychAQECC134IaGpvNhqur64DPsVgs/O53v3urwQToK+0wf/58pKamMsfEYjFSU1OlykS/6PDhwzhw4ACSk5OxYMGCsegqJUsjndWX5UocUaeQdJW3EFGncMTv9SoGBgbk2LFjEscsLCxISEgI8xgACQwMZB4LBAICgCQlJRFCCFm3bh3x8PAY8P0rKysJAJKXlzdkP0QiEVFXVydXr16V+NzPP/9cop2NjQ3ZsWPHgO994MABsmrVKon2tbW1BAApKysb8HNbW1sJAJKWlsYcc3FxIStXrpRo99VXXxFTU1MiEolIbGwsAUBu3LjBPP/48WPy8OFDQggh586dI5qamsxzpaWlJCIigrx4mampqZHQ0FAiFouH/HchhK7yGu+io6OJsrIyiYyMJCUlJcTT05NoaWkRPp9PCCHEzc2NBAQEMO3DwsKIkpISiY2NJfX19cxPR0fH2zoFapjkZoQifvYc/GO5aDpzH/xjuRA/k48qdy8OuVVVVaGhoYHGxkYAwI4dOxAdHQ1LS0v4+/vjzp07r3y/hoYGbN++HTweD5qamtDQ0IBAIEBNTY1Eu5e/xdna2g46QikoKEBaWhrU1NSYn/7aFhUVFa99rqWlpVi0aJHEsUWLFuHhw4cghKC6uhqKiopMSWBCCNrb2wdNXigWi6WO7dixAwcOHMDKlSsRFhY2rP5R44uzszOOHj2K4OBgWFpaIj8/H8nJycxEfU1NjUQZ7u+++w5CoRB/+MMfoKury/y8XAWUkl9yMykvrBNA3NGX+FDcIYTwNwHYRqNXuVFBQQHkpT2dAy1/ffl2DIvFYv5Qrl69GtXV1fj5559x48YNrFixAl5eXkP+Ari7u6O5uRnHjx+HgYEBlJWVYWtrO6JKfgKBAOvWrZOqlghgyJT3w9V/77upqQlaWlpobGyEWCxmbvM1NzdLBBEtLS00NzcDAHp6etDT0wM3NzesWrUKRUVFSEpKQkhICKKjo7Fx40aZ9ZOSH97e3oOWru6ft+tXVVU1+h2iRpXcjFCUpqlBQb2vSp6ChhKUuGqveMXIaGtrS3w7am9vR2Vl5Ru9j7u7O86fP4/w8HD88MMPAMBU/Hu5bnpmZiZ8fHywZs0aZvJ7oMnzu3fvSj0erGKjlZUViouLYWhoCCMjI4mf4aQ+NzExQWZmplR/Z8+eDUVFRdjZ2UEsFuPq1asoKSnBs2fPJDIh94+2+ld96erqMntO7t+/j6qqKmhoaGDp0qXw8/PD9evX8cknnzALGSiKGt/kJqAoqEzCVD8rfPAnc0z1tYKCyuhO1C5fvhxRUVG4ffs2ioqK4O7uDkVFxWG9R3BwMBISEvDo0SMUFxdthz5nAAAH1klEQVTj2rVrzB99HR0dcDgcZoK8ra0NAMDj8RAVFYXS0lLcu3cPrq6uAxZTiomJwdmzZ1FeXo6QkBD897//HfSbnpeXF1paWvDpp58iKysLFRUVSElJgYeHh1RAG8quXbuQmpqKAwcOoLy8HD/++CNOnjyJ3bt3A+hbGefu7o6//vWvqK2tBZvNRnZ2Ni5dugQA2LRpE1RUVLB3715UVFTgp59+QlxcHABg/vz54PF4OHLkCDIyMlBdXY3MzExkZWW9srQxRVHjxEgnYcbrxGlbWxtxdnYmGhoaRE9Pj0RGRg44KX/lyhWJ12lqapJz584RQvomw01MTAiHwyFTpkwhGzZsII8fP2baRkREED09PaKgoECWLFlCCCEkNzeXLFiwgLDZbMLj8UhMTIzUAgEA5NSpU2TlypVEWVmZGBoakosXLzLPDzThX15eTjZu3Ei0tLQIh8MhxsbGxNfXd9DJ74Em5QkhJDY2lpiampJJkyYRfX19cuTIEYnnu7q6iJ+fH9HV1SVKSkrEyMiInD17lnn+ypUrxMjIiHA4HOLo6Eh++OEHZlK+p6eHbN26lejp6RElJSXC5XKJt7f3oNfOeL22KGqioskhKblFry2KGl/k5pYXRcnKcFKmP3/+HH/5y18wa9YssNlsWFhYIDk5eQx7S1HvDrlZ5UWNTFtbG+rr69HV1QUWiwVVVVXo6elNuG/2Fy9exM6dOyVSpjs4OAyaMj0wMBDnz59HREQEjI2NkZKSgo0bN+LOnTuYN2/eWzgDihq/6C2vd0T/jnQOhwOxWIy6ujoIhUKYmpq+9V3Tb+pNri0bGxssXLgQJ0+eBNC3F0ZPTw9ffPEFAgICpNpzuVzs27cPXl5ezLFNmzaBw+Hg/PnzsjkRipog6C2vd0R/lTs2mw0VFRUYGhqiq6sL3d3db7trY+ZNUqb39PRIBSsOh4OMjIxR7StFvYtkdstrhAMdaoS6u7vx22+/obOzU2KDplAoHHBZ8ngw3GvqTVKmOzg44JtvvsHixYsxa9Yspsb7cJZbUxTVZ8QjlP5Nbc+ePRtxZ6g39+jRI/T29sLAwAAmJibM3o6B0p+MF/3ZA4a7P2g4jh8/Dh6PB2NjYygpKcHb2xseHh5QUKCDd4oarhGPUBQVFZk0HACgoqIybu/Zj1e9vb3o7u6Grq4us0O/f7e6UCgcl7e9xGIxnjx5AhUVFbz33utdpm+SMl1bWxvx8fHo7u5Gc3MzuFwuAgICMHPmzBGfA0VNNDK55dX/y9ofVKixRQhBS0sLurq6oKmpCZFIhNbWVgiFQrBYLCbd/nijoKAAfX391/6C8mLKdCcnJwD/nzJ9sCwD/dhsNqZNm4bnz58jLi5u0NT/FEUNTiYBhcViQVdXFzo6OoPWF6dGF5/PR2hoKGprazFjxgzs27cPf/zjH3Hy5MlxW0JVSUlp2Leedu7cCXd3dyxYsADW1tYIDw9HZ2cnPDw8AADbtm3DtGnTcPDgQQDAvXv3UFdXB0tLS9TV1SE0NBRisRj+/v4yPx95durUKRw5cgR8Ph8WFhY4ceLEkBUeY2JiEBQUhKqqKvB4PBw6dAhr1qwZwx5Tcukt7tKnqFFx4sQJoq+vT5SUlIi1tTW5e/cu89ySJUuIu7s78zg9PZ2YmJgQZWVl8v777xM3NzdSV1f3Fnr99kRHRxMlJSVy9uxZUlxcTLZv3060tLRIQ0PDgO0zMzOJoqIiOXz4MCkpKSGBgYFk0qRJpKioaIx7TsmbEe9DoShqfBvu3h1nZ2d0dnbi2rVrzLGPP/4YlpaW+P7778es35T8oUtZKGoCe5O9O7/88ovUbVQHB4dB21MTBw0oFDWBDbV3h8/nD/gaPp8/rPbUxEEDCkVRFCUTNKBQ1Bj7z3/+g3Xr1oHL5YLFYiE+Pv6Vr0lPT4eVlRWUlZVhZGSEyMhImfTlTfbuTJ06dVjtqYmDBhSKGmOdnZ2wsLDAqVOnXqt9ZWUl1q5di2XLliE/Px++vr7405/+hJSUlBH35cW9O/369+7Y2toO+BpbW1uJ9gBw48aNQdtTE8jbXmZGURMZBqgK+jJ/f39iZmYmcczZ2Zk4ODjIpA/R0dFEWVmZREZGkpKSEuLp6Um0tLQIn88nhBDi5uZGAgICmPaZmZnkvffeI0ePHiWlpaUkJCSELhumCCGE0HooFCXnBltV5evrK5P3d3Z2xpMnTxAcHAw+nw9LS0skJyczE+81NTUSG0zt7Oxw4cIFBAYGYu/eveDxeIiPj4e5ublM+kONXzSgUJScG2xVVXt7O7q6umSSTdrb23vQ9DTp6elSxzZv3ozNmzeP+HOpdwudQ6EoiqJkggYUipJzg62q0tDQGLe1bqh3Ew0oFCXn6KoqarygAYWixphAIEB+fj7y8/MB9C0Lzs/PR01NDQBgz5492LZtG9P+888/x+PHj+Hv748HDx7g73//Oy5dugQ/P7+30X2KGhRNDklRYyw9PR3Lli2TOu7u7o7IyEh89tlnqKqqkpgMT09Ph5+fH0pKSjB9+nQEBQXhs88+G7tOU9RroAGFoiiKkgl6y4uiKIqSCRpQKIqiKJmgAYWiKIqSCRpQKIqiKJmgAYWiKIqSCRpQKIqiKJmgAYWiKIqSCRpQKIqiKJmgAYWiKIqSCRpQKIqiKJmgAYWiKIqSif8FWeDe86S7XEgAAAAASUVORK5CYII=", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 22 + "source": [ + "analyzer = bp.analysis.Bifurcation2D(\n", + " model,\n", + " target_vars=dict(V=[-3, 3], w=[-3., 3.]),\n", + " target_pars=dict(a=[0.5, 1.], Iext=[0., 1.]),\n", + " resolutions={'a': 0.01, 'Iext': 0.01},\n", + " options={bp.analysis.C.y_by_x_in_fy: (lambda V, a=0.7, b=0.8: (V + a) / b)}\n", + ")\n", + "analyzer.plot_bifurcation()\n", + "analyzer.show_figure()" + ] }, { "cell_type": "markdown", @@ -712,7 +789,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/tutorial_advanced/base_and_collector.ipynb b/docs/tutorial_advanced/base_and_collector.ipynb index 00e23b713..91cde3c08 100644 --- a/docs/tutorial_advanced/base_and_collector.ipynb +++ b/docs/tutorial_advanced/base_and_collector.ipynb @@ -33,21 +33,36 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "1a9986eb", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.417366Z", "start_time": "2025-10-06T03:28:31.911302Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:35.652684Z", + "iopub.status.busy": "2026-07-08T09:59:35.652537Z", + "iopub.status.idle": "2026-07-08T09:59:45.068585Z", + "shell.execute_reply": "2026-07-08T09:59:45.067564Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", "\n", "# bm.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "markdown", @@ -75,13 +90,21 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "0c0b30c2", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.429207Z", "start_time": "2025-10-06T03:28:35.423729Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.070451Z", + "iopub.status.busy": "2026-07-08T09:59:45.070180Z", + "iopub.status.idle": "2026-07-08T09:59:45.074447Z", + "shell.execute_reply": "2026-07-08T09:59:45.073624Z" } }, + "outputs": [], "source": [ "class FHN(bp.BrainPyObject):\n", " def __init__(self, num, a=0.7, b=0.8, tau=12.5, Vth=1.9, name=None):\n", @@ -112,9 +135,7 @@ " self.spike[:] = bm.logical_and(V > self.Vth, self.V <= self.Vth)\n", " self.w[:] = w\n", " self.V[:] = V" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -142,16 +163,20 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "e3c3be92", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.493943Z", "start_time": "2025-10-06T03:28:35.435397Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.076812Z", + "iopub.status.busy": "2026-07-08T09:59:45.076589Z", + "iopub.status.idle": "2026-07-08T09:59:45.203636Z", + "shell.execute_reply": "2026-07-08T09:59:45.202321Z" } }, - "source": [ - "FHN(10, name='X').name" - ], "outputs": [ { "data": { @@ -164,20 +189,26 @@ "output_type": "execute_result" } ], - "execution_count": 3 + "source": [ + "FHN(10, name='X').name" + ] }, { "cell_type": "code", + "execution_count": 4, "id": "0d60e778", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.508402Z", "start_time": "2025-10-06T03:28:35.502565Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.205249Z", + "iopub.status.busy": "2026-07-08T09:59:45.205099Z", + "iopub.status.idle": "2026-07-08T09:59:45.210975Z", + "shell.execute_reply": "2026-07-08T09:59:45.209732Z" } }, - "source": [ - "FHN(10, name='Y').name" - ], "outputs": [ { "data": { @@ -190,29 +221,32 @@ "output_type": "execute_result" } ], - "execution_count": 4 + "source": [ + "FHN(10, name='Y').name" + ] }, { "cell_type": "code", + "execution_count": 5, "id": "3444aa16", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.539681Z", "start_time": "2025-10-06T03:28:35.531751Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.212793Z", + "iopub.status.busy": "2026-07-08T09:59:45.212613Z", + "iopub.status.idle": "2026-07-08T09:59:45.216202Z", + "shell.execute_reply": "2026-07-08T09:59:45.214967Z" } }, - "source": [ - "try:\n", - " FHN(10, name='Y').name\n", - "except Exception as e:\n", - " print(type(e).__name__, ':', e)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "UniqueNameError : In BrainPy, each object should have a unique name. However, we detect that <__main__.FHN object at 0x0000022AAEBAD2E0> has a used name \"Y\". \n", + "UniqueNameError : In BrainPy, each object should have a unique name. However, we detect that <__main__.FHN object at 0x756f9ab12710> has a used name \"Y\". \n", "If you try to run multiple trials, you may need \n", "\n", ">>> brainpy.math.clear_name_cache() \n", @@ -221,7 +255,12 @@ ] } ], - "execution_count": 5 + "source": [ + "try:\n", + " FHN(10, name='Y').name\n", + "except Exception as e:\n", + " print(type(e).__name__, ':', e)" + ] }, { "cell_type": "markdown", @@ -233,16 +272,20 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "9a4db12e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.576728Z", "start_time": "2025-10-06T03:28:35.570955Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.217897Z", + "iopub.status.busy": "2026-07-08T09:59:45.217706Z", + "iopub.status.idle": "2026-07-08T09:59:45.223495Z", + "shell.execute_reply": "2026-07-08T09:59:45.222503Z" } }, - "source": [ - "FHN(10).name" - ], "outputs": [ { "data": { @@ -255,20 +298,26 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "FHN(10).name" + ] }, { "cell_type": "code", + "execution_count": 7, "id": "293c2a6e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.615844Z", "start_time": "2025-10-06T03:28:35.609541Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.225033Z", + "iopub.status.busy": "2026-07-08T09:59:45.224874Z", + "iopub.status.idle": "2026-07-08T09:59:45.231678Z", + "shell.execute_reply": "2026-07-08T09:59:45.230764Z" } }, - "source": [ - "FHN(10).name" - ], "outputs": [ { "data": { @@ -281,7 +330,9 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "FHN(10).name" + ] }, { "cell_type": "markdown", @@ -312,18 +363,24 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "a21f85f5", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.644270Z", "start_time": "2025-10-06T03:28:35.639887Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.233465Z", + "iopub.status.busy": "2026-07-08T09:59:45.233294Z", + "iopub.status.idle": "2026-07-08T09:59:45.238462Z", + "shell.execute_reply": "2026-07-08T09:59:45.237371Z" } }, + "outputs": [], "source": [ "fhn = FHN(10)" - ], - "outputs": [], - "execution_count": 8 + ] }, { "cell_type": "markdown", @@ -335,18 +392,20 @@ }, { "cell_type": "code", + "execution_count": 9, "id": "bc97484a", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.673173Z", "start_time": "2025-10-06T03:28:35.668750Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.240209Z", + "iopub.status.busy": "2026-07-08T09:59:45.240046Z", + "iopub.status.idle": "2026-07-08T09:59:45.244647Z", + "shell.execute_reply": "2026-07-08T09:59:45.243361Z" } }, - "source": [ - "vars = fhn.vars()\n", - "\n", - "vars" - ], "outputs": [ { "data": { @@ -373,20 +432,28 @@ "output_type": "execute_result" } ], - "execution_count": 9 + "source": [ + "vars = fhn.vars()\n", + "\n", + "vars" + ] }, { "cell_type": "code", + "execution_count": 10, "id": "4996b36f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.701658Z", "start_time": "2025-10-06T03:28:35.698054Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.247203Z", + "iopub.status.busy": "2026-07-08T09:59:45.247015Z", + "iopub.status.idle": "2026-07-08T09:59:45.250643Z", + "shell.execute_reply": "2026-07-08T09:59:45.249760Z" } }, - "source": [ - "type(vars)" - ], "outputs": [ { "data": { @@ -399,7 +466,9 @@ "output_type": "execute_result" } ], - "execution_count": 10 + "source": [ + "type(vars)" + ] }, { "cell_type": "markdown", @@ -411,24 +480,26 @@ }, { "cell_type": "code", + "execution_count": 11, "id": "5a687cbf", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.734177Z", "start_time": "2025-10-06T03:28:35.729724Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.252813Z", + "iopub.status.busy": "2026-07-08T09:59:45.252643Z", + "iopub.status.idle": "2026-07-08T09:59:45.256232Z", + "shell.execute_reply": "2026-07-08T09:59:45.255423Z" } }, - "source": [ - "nodes = fhn.nodes()\n", - "\n", - "nodes # note: integrator is also a node" - ], "outputs": [ { "data": { "text/plain": [ - "{'FHN2': <__main__.FHN at 0x22aaebd6de0>,\n", - " 'RK44': }" + "{'FHN2': <__main__.FHN at 0x756fec9ec050>,\n", + " 'RK44': }" ] }, "execution_count": 11, @@ -436,20 +507,28 @@ "output_type": "execute_result" } ], - "execution_count": 11 + "source": [ + "nodes = fhn.nodes()\n", + "\n", + "nodes # note: integrator is also a node" + ] }, { "cell_type": "code", + "execution_count": 12, "id": "e43569c6", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.774154Z", "start_time": "2025-10-06T03:28:35.770086Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.257679Z", + "iopub.status.busy": "2026-07-08T09:59:45.257537Z", + "iopub.status.idle": "2026-07-08T09:59:45.261601Z", + "shell.execute_reply": "2026-07-08T09:59:45.260339Z" } }, - "source": [ - "type(nodes)" - ], "outputs": [ { "data": { @@ -462,7 +541,9 @@ "output_type": "execute_result" } ], - "execution_count": 12 + "source": [ + "type(nodes)" + ] }, { "cell_type": "markdown", @@ -474,23 +555,25 @@ }, { "cell_type": "code", + "execution_count": 13, "id": "7f6ecf69", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.816730Z", "start_time": "2025-10-06T03:28:35.811860Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.263339Z", + "iopub.status.busy": "2026-07-08T09:59:45.263151Z", + "iopub.status.idle": "2026-07-08T09:59:45.266694Z", + "shell.execute_reply": "2026-07-08T09:59:45.265778Z" } }, - "source": [ - "ints = fhn.nodes().subset(bp.integrators.Integrator)\n", - "\n", - "ints" - ], "outputs": [ { "data": { "text/plain": [ - "{'RK44': }" + "{'RK44': }" ] }, "execution_count": 13, @@ -498,20 +581,28 @@ "output_type": "execute_result" } ], - "execution_count": 13 + "source": [ + "ints = fhn.nodes().subset(bp.integrators.Integrator)\n", + "\n", + "ints" + ] }, { "cell_type": "code", + "execution_count": 14, "id": "d489949b", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.848695Z", "start_time": "2025-10-06T03:28:35.844151Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.268172Z", + "iopub.status.busy": "2026-07-08T09:59:45.268033Z", + "iopub.status.idle": "2026-07-08T09:59:45.271288Z", + "shell.execute_reply": "2026-07-08T09:59:45.270453Z" } }, - "source": [ - "type(ints)" - ], "outputs": [ { "data": { @@ -524,7 +615,9 @@ "output_type": "execute_result" } ], - "execution_count": 14 + "source": [ + "type(ints)" + ] }, { "cell_type": "markdown", @@ -536,13 +629,21 @@ }, { "cell_type": "code", + "execution_count": 15, "id": "e636baa0", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:35.876821Z", "start_time": "2025-10-06T03:28:35.872160Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.272834Z", + "iopub.status.busy": "2026-07-08T09:59:45.272696Z", + "iopub.status.idle": "2026-07-08T09:59:45.276320Z", + "shell.execute_reply": "2026-07-08T09:59:45.275259Z" } }, + "outputs": [], "source": [ "class FeedForwardCircuit(bp.BrainPyObject):\n", " def __init__(self, num1, num2, w=0.1, a=0.7, b=0.8, tau=12.5, Vth=1.9, name=None):\n", @@ -558,9 +659,7 @@ " self.pre.update(_t, _dt, x)\n", " x2 = self.pre.spike @ self.conn\n", " self.post.update(_t, _dt, x2)" - ], - "outputs": [], - "execution_count": 15 + ] }, { "cell_type": "markdown", @@ -572,18 +671,24 @@ }, { "cell_type": "code", + "execution_count": 16, "id": "6aafd6c0", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.174332Z", "start_time": "2025-10-06T03:28:35.905166Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.278233Z", + "iopub.status.busy": "2026-07-08T09:59:45.278034Z", + "iopub.status.idle": "2026-07-08T09:59:45.730276Z", + "shell.execute_reply": "2026-07-08T09:59:45.729079Z" } }, + "outputs": [], "source": [ "net = FeedForwardCircuit(8, 5)" - ], - "outputs": [], - "execution_count": 16 + ] }, { "cell_type": "markdown", @@ -595,16 +700,20 @@ }, { "cell_type": "code", + "execution_count": 17, "id": "c2f7692a", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.186634Z", "start_time": "2025-10-06T03:28:36.182038Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.732164Z", + "iopub.status.busy": "2026-07-08T09:59:45.731998Z", + "iopub.status.idle": "2026-07-08T09:59:45.736346Z", + "shell.execute_reply": "2026-07-08T09:59:45.735425Z" } }, - "source": [ - "net.vars()" - ], "outputs": [ { "data": { @@ -646,7 +755,9 @@ "output_type": "execute_result" } ], - "execution_count": 17 + "source": [ + "net.vars()" + ] }, { "cell_type": "markdown", @@ -658,25 +769,29 @@ }, { "cell_type": "code", + "execution_count": 18, "id": "bd98a238", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.218743Z", "start_time": "2025-10-06T03:28:36.214336Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.738669Z", + "iopub.status.busy": "2026-07-08T09:59:45.738456Z", + "iopub.status.idle": "2026-07-08T09:59:45.742811Z", + "shell.execute_reply": "2026-07-08T09:59:45.741525Z" } }, - "source": [ - "net.nodes()" - ], "outputs": [ { "data": { "text/plain": [ - "{'FeedForwardCircuit0': <__main__.FeedForwardCircuit at 0x22aae606030>,\n", - " 'FHN3': <__main__.FHN at 0x22aaebd6060>,\n", - " 'FHN4': <__main__.FHN at 0x22aaebd5f10>,\n", - " 'RK45': ,\n", - " 'RK46': }" + "{'FeedForwardCircuit0': <__main__.FeedForwardCircuit at 0x75711412b770>,\n", + " 'FHN3': <__main__.FHN at 0x756f8ebf6e00>,\n", + " 'FHN4': <__main__.FHN at 0x756f8ebf5d00>,\n", + " 'RK45': ,\n", + " 'RK46': }" ] }, "execution_count": 18, @@ -684,7 +799,9 @@ "output_type": "execute_result" } ], - "execution_count": 18 + "source": [ + "net.nodes()" + ] }, { "cell_type": "markdown", @@ -696,22 +813,26 @@ }, { "cell_type": "code", + "execution_count": 19, "id": "89dc3aeb", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.275461Z", "start_time": "2025-10-06T03:28:36.270611Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.744409Z", + "iopub.status.busy": "2026-07-08T09:59:45.744256Z", + "iopub.status.idle": "2026-07-08T09:59:45.748164Z", + "shell.execute_reply": "2026-07-08T09:59:45.747251Z" } }, - "source": [ - "net.nodes().subset(bp.ode.ODEIntegrator)" - ], "outputs": [ { "data": { "text/plain": [ - "{'RK45': ,\n", - " 'RK46': }" + "{'RK45': ,\n", + " 'RK46': }" ] }, "execution_count": 19, @@ -719,7 +840,9 @@ "output_type": "execute_result" } ], - "execution_count": 19 + "source": [ + "net.nodes().subset(bp.ode.ODEIntegrator)" + ] }, { "cell_type": "markdown", @@ -749,16 +872,20 @@ }, { "cell_type": "code", + "execution_count": 20, "id": "1b947d76", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.313799Z", "start_time": "2025-10-06T03:28:36.310144Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.749688Z", + "iopub.status.busy": "2026-07-08T09:59:45.749536Z", + "iopub.status.idle": "2026-07-08T09:59:45.752971Z", + "shell.execute_reply": "2026-07-08T09:59:45.752109Z" } }, - "source": [ - "fhn.integral.name, fhn.name" - ], "outputs": [ { "data": { @@ -771,7 +898,9 @@ "output_type": "execute_result" } ], - "execution_count": 20 + "source": [ + "fhn.integral.name, fhn.name" + ] }, { "cell_type": "markdown", @@ -783,16 +912,20 @@ }, { "cell_type": "code", + "execution_count": 21, "id": "05faecf5", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.349664Z", "start_time": "2025-10-06T03:28:36.345360Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.754783Z", + "iopub.status.busy": "2026-07-08T09:59:45.754532Z", + "iopub.status.idle": "2026-07-08T09:59:45.758335Z", + "shell.execute_reply": "2026-07-08T09:59:45.757530Z" } }, - "source": [ - "fhn.nodes().keys()" - ], "outputs": [ { "data": { @@ -805,7 +938,9 @@ "output_type": "execute_result" } ], - "execution_count": 21 + "source": [ + "fhn.nodes().keys()" + ] }, { "cell_type": "markdown", @@ -817,16 +952,20 @@ }, { "cell_type": "code", + "execution_count": 22, "id": "bc3b0041", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.382308Z", "start_time": "2025-10-06T03:28:36.377535Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.760139Z", + "iopub.status.busy": "2026-07-08T09:59:45.759982Z", + "iopub.status.idle": "2026-07-08T09:59:45.763957Z", + "shell.execute_reply": "2026-07-08T09:59:45.763034Z" } }, - "source": [ - "net.pre.name, net.post.name, net.pre.integral.name, net.post.integral.name, net.name" - ], "outputs": [ { "data": { @@ -839,7 +978,9 @@ "output_type": "execute_result" } ], - "execution_count": 22 + "source": [ + "net.pre.name, net.post.name, net.pre.integral.name, net.post.integral.name, net.name" + ] }, { "cell_type": "markdown", @@ -851,16 +992,20 @@ }, { "cell_type": "code", + "execution_count": 23, "id": "a6757d5e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.410591Z", "start_time": "2025-10-06T03:28:36.406053Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.765576Z", + "iopub.status.busy": "2026-07-08T09:59:45.765423Z", + "iopub.status.idle": "2026-07-08T09:59:45.768836Z", + "shell.execute_reply": "2026-07-08T09:59:45.767994Z" } }, - "source": [ - "net.nodes().keys()" - ], "outputs": [ { "data": { @@ -873,7 +1018,9 @@ "output_type": "execute_result" } ], - "execution_count": 23 + "source": [ + "net.nodes().keys()" + ] }, { "cell_type": "markdown", @@ -885,16 +1032,20 @@ }, { "cell_type": "code", + "execution_count": 24, "id": "e7b0014e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.442309Z", "start_time": "2025-10-06T03:28:36.438379Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.770294Z", + "iopub.status.busy": "2026-07-08T09:59:45.770152Z", + "iopub.status.idle": "2026-07-08T09:59:45.774570Z", + "shell.execute_reply": "2026-07-08T09:59:45.773610Z" } }, - "source": [ - "fhn.vars()" - ], "outputs": [ { "data": { @@ -921,7 +1072,9 @@ "output_type": "execute_result" } ], - "execution_count": 24 + "source": [ + "fhn.vars()" + ] }, { "cell_type": "markdown", @@ -933,16 +1086,20 @@ }, { "cell_type": "code", + "execution_count": 25, "id": "1696e602", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.474974Z", "start_time": "2025-10-06T03:28:36.469980Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.776495Z", + "iopub.status.busy": "2026-07-08T09:59:45.776249Z", + "iopub.status.idle": "2026-07-08T09:59:45.780379Z", + "shell.execute_reply": "2026-07-08T09:59:45.779497Z" } }, - "source": [ - "net.vars()" - ], "outputs": [ { "data": { @@ -984,7 +1141,9 @@ "output_type": "execute_result" } ], - "execution_count": 25 + "source": [ + "net.vars()" + ] }, { "cell_type": "markdown", @@ -1004,21 +1163,25 @@ }, { "cell_type": "code", + "execution_count": 26, "id": "8d921a96", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.522572Z", "start_time": "2025-10-06T03:28:36.518620Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.781805Z", + "iopub.status.busy": "2026-07-08T09:59:45.781663Z", + "iopub.status.idle": "2026-07-08T09:59:45.785046Z", + "shell.execute_reply": "2026-07-08T09:59:45.784269Z" } }, - "source": [ - "net.pre" - ], "outputs": [ { "data": { "text/plain": [ - "<__main__.FHN at 0x22aaebd6060>" + "<__main__.FHN at 0x756f8ebf6e00>" ] }, "execution_count": 26, @@ -1026,7 +1189,9 @@ "output_type": "execute_result" } ], - "execution_count": 26 + "source": [ + "net.pre" + ] }, { "cell_type": "markdown", @@ -1038,25 +1203,29 @@ }, { "cell_type": "code", + "execution_count": 27, "id": "c8c1cb0e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.569453Z", "start_time": "2025-10-06T03:28:36.564527Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.786572Z", + "iopub.status.busy": "2026-07-08T09:59:45.786441Z", + "iopub.status.idle": "2026-07-08T09:59:45.790147Z", + "shell.execute_reply": "2026-07-08T09:59:45.789356Z" } }, - "source": [ - "net.nodes(method='relative')" - ], "outputs": [ { "data": { "text/plain": [ - "{'': <__main__.FeedForwardCircuit at 0x22aae606030>,\n", - " 'pre': <__main__.FHN at 0x22aaebd6060>,\n", - " 'post': <__main__.FHN at 0x22aaebd5f10>,\n", - " 'pre.integral': ,\n", - " 'post.integral': }" + "{'': <__main__.FeedForwardCircuit at 0x75711412b770>,\n", + " 'pre': <__main__.FHN at 0x756f8ebf6e00>,\n", + " 'post': <__main__.FHN at 0x756f8ebf5d00>,\n", + " 'pre.integral': ,\n", + " 'post.integral': }" ] }, "execution_count": 27, @@ -1064,7 +1233,9 @@ "output_type": "execute_result" } ], - "execution_count": 27 + "source": [ + "net.nodes(method='relative')" + ] }, { "cell_type": "markdown", @@ -1076,22 +1247,26 @@ }, { "cell_type": "code", + "execution_count": 28, "id": "ac50b5b5", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.602673Z", "start_time": "2025-10-06T03:28:36.598930Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.791618Z", + "iopub.status.busy": "2026-07-08T09:59:45.791454Z", + "iopub.status.idle": "2026-07-08T09:59:45.796544Z", + "shell.execute_reply": "2026-07-08T09:59:45.795512Z" } }, - "source": [ - "net.pre.nodes('relative')" - ], "outputs": [ { "data": { "text/plain": [ - "{'': <__main__.FHN at 0x22aaebd6060>,\n", - " 'integral': }" + "{'': <__main__.FHN at 0x756f8ebf6e00>,\n", + " 'integral': }" ] }, "execution_count": 28, @@ -1099,7 +1274,9 @@ "output_type": "execute_result" } ], - "execution_count": 28 + "source": [ + "net.pre.nodes('relative')" + ] }, { "cell_type": "markdown", @@ -1111,16 +1288,20 @@ }, { "cell_type": "code", + "execution_count": 29, "id": "7ec908d2", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.630605Z", "start_time": "2025-10-06T03:28:36.625214Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.798096Z", + "iopub.status.busy": "2026-07-08T09:59:45.797934Z", + "iopub.status.idle": "2026-07-08T09:59:45.802275Z", + "shell.execute_reply": "2026-07-08T09:59:45.801217Z" } }, - "source": [ - "net.vars('relative')" - ], "outputs": [ { "data": { @@ -1162,7 +1343,9 @@ "output_type": "execute_result" } ], - "execution_count": 29 + "source": [ + "net.vars('relative')" + ] }, { "cell_type": "markdown", @@ -1174,16 +1357,20 @@ }, { "cell_type": "code", + "execution_count": 30, "id": "1f77f979", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.661967Z", "start_time": "2025-10-06T03:28:36.657712Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.803735Z", + "iopub.status.busy": "2026-07-08T09:59:45.803582Z", + "iopub.status.idle": "2026-07-08T09:59:45.807141Z", + "shell.execute_reply": "2026-07-08T09:59:45.806331Z" } }, - "source": [ - "net.post.vars('relative')" - ], "outputs": [ { "data": { @@ -1210,7 +1397,9 @@ "output_type": "execute_result" } ], - "execution_count": 30 + "source": [ + "net.post.vars('relative')" + ] }, { "cell_type": "markdown", @@ -1230,13 +1419,21 @@ }, { "cell_type": "code", + "execution_count": 31, "id": "4544d9fe", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.689511Z", "start_time": "2025-10-06T03:28:36.684491Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.808830Z", + "iopub.status.busy": "2026-07-08T09:59:45.808675Z", + "iopub.status.idle": "2026-07-08T09:59:45.812467Z", + "shell.execute_reply": "2026-07-08T09:59:45.811578Z" } }, + "outputs": [], "source": [ "class ATest(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -1244,24 +1441,28 @@ " \n", " self.all_vars = [bm.Variable(bm.zeros(5)), bm.Variable(bm.ones(6)),]\n", " self.sub_nodes = {'a': FHN(10), 'b': FHN(5)}" - ], - "outputs": [], - "execution_count": 31 + ] }, { "cell_type": "code", + "execution_count": 32, "id": "b1199b05", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.730592Z", "start_time": "2025-10-06T03:28:36.711431Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.813974Z", + "iopub.status.busy": "2026-07-08T09:59:45.813820Z", + "iopub.status.idle": "2026-07-08T09:59:45.850112Z", + "shell.execute_reply": "2026-07-08T09:59:45.849115Z" } }, + "outputs": [], "source": [ "t1 = ATest()" - ], - "outputs": [], - "execution_count": 32 + ] }, { "cell_type": "markdown", @@ -1273,16 +1474,20 @@ }, { "cell_type": "code", + "execution_count": 33, "id": "c4efd7c6", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.741781Z", "start_time": "2025-10-06T03:28:36.737605Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.852043Z", + "iopub.status.busy": "2026-07-08T09:59:45.851860Z", + "iopub.status.idle": "2026-07-08T09:59:45.855824Z", + "shell.execute_reply": "2026-07-08T09:59:45.854745Z" } }, - "source": [ - "t1.vars()" - ], "outputs": [ { "data": { @@ -1295,25 +1500,31 @@ "output_type": "execute_result" } ], - "execution_count": 33 + "source": [ + "t1.vars()" + ] }, { "cell_type": "code", + "execution_count": 34, "id": "df9fd51b", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.773541Z", "start_time": "2025-10-06T03:28:36.769422Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.857326Z", + "iopub.status.busy": "2026-07-08T09:59:45.857185Z", + "iopub.status.idle": "2026-07-08T09:59:45.860851Z", + "shell.execute_reply": "2026-07-08T09:59:45.859747Z" } }, - "source": [ - "t1.nodes()" - ], "outputs": [ { "data": { "text/plain": [ - "{'ATest0': <__main__.ATest at 0x22aafe61af0>}" + "{'ATest0': <__main__.ATest at 0x756f8ebca510>}" ] }, "execution_count": 34, @@ -1321,7 +1532,9 @@ "output_type": "execute_result" } ], - "execution_count": 34 + "source": [ + "t1.nodes()" + ] }, { "cell_type": "markdown", @@ -1333,13 +1546,21 @@ }, { "cell_type": "code", + "execution_count": 35, "id": "767f2f74", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.799790Z", "start_time": "2025-10-06T03:28:36.793806Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.862920Z", + "iopub.status.busy": "2026-07-08T09:59:45.862737Z", + "iopub.status.idle": "2026-07-08T09:59:45.866845Z", + "shell.execute_reply": "2026-07-08T09:59:45.865687Z" } }, + "outputs": [], "source": [ "class AnotherTest(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -1350,49 +1571,54 @@ " \n", " self.register_implicit_vars({f'v{i}': v for i, v in enumerate(self.all_vars)}) # the input must be a dict\n", " self.register_implicit_nodes({k: v for k, v in self.sub_nodes.items()}) # the input must be a dict" - ], - "outputs": [], - "execution_count": 35 + ] }, { "cell_type": "code", + "execution_count": 36, "id": "e5fc3ec0", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.836337Z", "start_time": "2025-10-06T03:28:36.830221Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.868428Z", + "iopub.status.busy": "2026-07-08T09:59:45.868274Z", + "iopub.status.idle": "2026-07-08T09:59:45.875985Z", + "shell.execute_reply": "2026-07-08T09:59:45.874986Z" } }, + "outputs": [], "source": [ "t2 = AnotherTest()" - ], - "outputs": [], - "execution_count": 36 + ] }, { "cell_type": "code", + "execution_count": 37, "id": "55ee8df8", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.858611Z", "start_time": "2025-10-06T03:28:36.854593Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.878537Z", + "iopub.status.busy": "2026-07-08T09:59:45.878301Z", + "iopub.status.idle": "2026-07-08T09:59:45.882888Z", + "shell.execute_reply": "2026-07-08T09:59:45.881454Z" } }, - "source": [ - "# This model has two \"FHN\" instances, each \"FHN\" instance has one integrator. \n", - "# Therefore, there are five BrainPyObject objects. \n", - "\n", - "t2.nodes()" - ], "outputs": [ { "data": { "text/plain": [ - "{'AnotherTest0': <__main__.AnotherTest at 0x22aae62d700>,\n", - " 'T1': <__main__.FHN at 0x22aaebd7bc0>,\n", - " 'T2': <__main__.FHN at 0x22aafef60f0>,\n", - " 'RK49': ,\n", - " 'RK410': }" + "{'AnotherTest0': <__main__.AnotherTest at 0x756f8ebca3c0>,\n", + " 'T1': <__main__.FHN at 0x756f635645f0>,\n", + " 'T2': <__main__.FHN at 0x756f635646e0>,\n", + " 'RK49': ,\n", + " 'RK410': }" ] }, "execution_count": 37, @@ -1400,23 +1626,29 @@ "output_type": "execute_result" } ], - "execution_count": 37 + "source": [ + "# This model has two \"FHN\" instances, each \"FHN\" instance has one integrator. \n", + "# Therefore, there are five BrainPyObject objects. \n", + "\n", + "t2.nodes()" + ] }, { "cell_type": "code", + "execution_count": 38, "id": "3740e867", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:28:36.903921Z", "start_time": "2025-10-06T03:28:36.898765Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.884481Z", + "iopub.status.busy": "2026-07-08T09:59:45.884324Z", + "iopub.status.idle": "2026-07-08T09:59:45.888574Z", + "shell.execute_reply": "2026-07-08T09:59:45.887687Z" } }, - "source": [ - "# This model has two FHN node, each of which has three variables.\n", - "# Moreover, this model has two implicit variables.\n", - "\n", - "t2.vars()" - ], "outputs": [ { "data": { @@ -1468,7 +1700,12 @@ "output_type": "execute_result" } ], - "execution_count": 38 + "source": [ + "# This model has two FHN node, each of which has three variables.\n", + "# Moreover, this model has two implicit variables.\n", + "\n", + "t2.vars()" + ] }, { "cell_type": "markdown", @@ -1504,18 +1741,25 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 39, "id": "8d3f0dea", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.890249Z", + "iopub.status.busy": "2026-07-08T09:59:45.890100Z", + "iopub.status.idle": "2026-07-08T09:59:45.893984Z", + "shell.execute_reply": "2026-07-08T09:59:45.892856Z" + } + }, "outputs": [ { "data": { "text/plain": [ - "{'RK45': ,\n", - " 'RK46': }" + "{'RK45': ,\n", + " 'RK46': }" ] }, - "execution_count": 43, + "execution_count": 39, "metadata": {}, "output_type": "execute_result" } @@ -1552,13 +1796,21 @@ }, { "cell_type": "code", + "execution_count": 40, "id": "73870138", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:29:33.862531Z", "start_time": "2025-10-06T03:29:33.856271Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.895878Z", + "iopub.status.busy": "2026-07-08T09:59:45.895699Z", + "iopub.status.idle": "2026-07-08T09:59:45.900860Z", + "shell.execute_reply": "2026-07-08T09:59:45.899862Z" } }, + "outputs": [], "source": [ "class ModelA(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -1580,22 +1832,24 @@ " self.A_shared = SharedA(self.A)\n", "\n", "g = Group()" - ], - "outputs": [], - "execution_count": 40 + ] }, { "cell_type": "code", + "execution_count": 41, "id": "0b975732", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:29:34.776154Z", "start_time": "2025-10-06T03:29:34.770104Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.902579Z", + "iopub.status.busy": "2026-07-08T09:59:45.902413Z", + "iopub.status.idle": "2026-07-08T09:59:45.906711Z", + "shell.execute_reply": "2026-07-08T09:59:45.905845Z" } }, - "source": [ - "g.vars('relative') # save Variable can be accessed by three paths" - ], "outputs": [ { "data": { @@ -1622,20 +1876,26 @@ "output_type": "execute_result" } ], - "execution_count": 41 + "source": [ + "g.vars('relative') # save Variable can be accessed by three paths" + ] }, { "cell_type": "code", + "execution_count": 42, "id": "fc55069f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:29:35.606721Z", "start_time": "2025-10-06T03:29:35.602049Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.908487Z", + "iopub.status.busy": "2026-07-08T09:59:45.908338Z", + "iopub.status.idle": "2026-07-08T09:59:45.912748Z", + "shell.execute_reply": "2026-07-08T09:59:45.911432Z" } }, - "source": [ - "g.vars('relative').unique() # only return a unique path" - ], "outputs": [ { "data": { @@ -1652,28 +1912,34 @@ "output_type": "execute_result" } ], - "execution_count": 42 + "source": [ + "g.vars('relative').unique() # only return a unique path" + ] }, { "cell_type": "code", + "execution_count": 43, "id": "898f898b", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:29:36.256335Z", "start_time": "2025-10-06T03:29:36.252164Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.914550Z", + "iopub.status.busy": "2026-07-08T09:59:45.914376Z", + "iopub.status.idle": "2026-07-08T09:59:45.918496Z", + "shell.execute_reply": "2026-07-08T09:59:45.917505Z" } }, - "source": [ - "g.nodes('relative') # \"ModelA\" is accessed twice" - ], "outputs": [ { "data": { "text/plain": [ - "{'': <__main__.Group at 0x22ab12c22a0>,\n", - " 'A': <__main__.ModelA at 0x22ab12c3e00>,\n", - " 'A_shared': <__main__.SharedA at 0x22ab12c6b10>,\n", - " 'A_shared.source': <__main__.ModelA at 0x22ab12c3e00>}" + "{'': <__main__.Group at 0x756f8ebca900>,\n", + " 'A': <__main__.ModelA at 0x756f8ebcaa50>,\n", + " 'A_shared': <__main__.SharedA at 0x756f8ebcacf0>,\n", + " 'A_shared.source': <__main__.ModelA at 0x756f8ebcaa50>}" ] }, "execution_count": 43, @@ -1681,27 +1947,33 @@ "output_type": "execute_result" } ], - "execution_count": 43 + "source": [ + "g.nodes('relative') # \"ModelA\" is accessed twice" + ] }, { "cell_type": "code", + "execution_count": 44, "id": "532bd337", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:29:36.693727Z", "start_time": "2025-10-06T03:29:36.689412Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.920622Z", + "iopub.status.busy": "2026-07-08T09:59:45.920449Z", + "iopub.status.idle": "2026-07-08T09:59:45.924050Z", + "shell.execute_reply": "2026-07-08T09:59:45.923185Z" } }, - "source": [ - "g.nodes('relative').unique()" - ], "outputs": [ { "data": { "text/plain": [ - "{'': <__main__.Group at 0x22ab12c22a0>,\n", - " 'A': <__main__.ModelA at 0x22ab12c3e00>,\n", - " 'A_shared': <__main__.SharedA at 0x22ab12c6b10>}" + "{'': <__main__.Group at 0x756f8ebca900>,\n", + " 'A': <__main__.ModelA at 0x756f8ebcaa50>,\n", + " 'A_shared': <__main__.SharedA at 0x756f8ebcacf0>}" ] }, "execution_count": 44, @@ -1709,7 +1981,9 @@ "output_type": "execute_result" } ], - "execution_count": 44 + "source": [ + "g.nodes('relative').unique()" + ] }, { "cell_type": "markdown", @@ -1729,18 +2003,20 @@ }, { "cell_type": "code", + "execution_count": 45, "id": "9cf6c7f6", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:29:38.131427Z", "start_time": "2025-10-06T03:29:38.126811Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.926050Z", + "iopub.status.busy": "2026-07-08T09:59:45.925868Z", + "iopub.status.idle": "2026-07-08T09:59:45.934139Z", + "shell.execute_reply": "2026-07-08T09:59:45.933216Z" } }, - "source": [ - "tc = bp.Collector({'a': bm.zeros(10)})\n", - "\n", - "tc" - ], "outputs": [ { "data": { @@ -1753,23 +2029,28 @@ "output_type": "execute_result" } ], - "execution_count": 45 + "source": [ + "tc = bp.Collector({'a': bm.zeros(10)})\n", + "\n", + "tc" + ] }, { "cell_type": "code", + "execution_count": 46, "id": "db8804d7", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:29:38.883438Z", "start_time": "2025-10-06T03:29:38.866286Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.935847Z", + "iopub.status.busy": "2026-07-08T09:59:45.935661Z", + "iopub.status.idle": "2026-07-08T09:59:45.953844Z", + "shell.execute_reply": "2026-07-08T09:59:45.952738Z" } }, - "source": [ - "try:\n", - " tc['a'] = bm.zeros(1) # same key \"a\", different tensor\n", - "except Exception as e:\n", - " print(type(e).__name__, \":\", e)" - ], "outputs": [ { "name": "stdout", @@ -1779,23 +2060,29 @@ ] } ], - "execution_count": 46 + "source": [ + "try:\n", + " tc['a'] = bm.zeros(1) # same key \"a\", different tensor\n", + "except Exception as e:\n", + " print(type(e).__name__, \":\", e)" + ] }, { "cell_type": "code", + "execution_count": 47, "id": "531922ec", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:29:39.317657Z", "start_time": "2025-10-06T03:29:39.313418Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.955617Z", + "iopub.status.busy": "2026-07-08T09:59:45.955449Z", + "iopub.status.idle": "2026-07-08T09:59:45.960821Z", + "shell.execute_reply": "2026-07-08T09:59:45.959316Z" } }, - "source": [ - "try:\n", - " tc.update({'a': bm.ones(1)}) # same key \"a\", different tensor\n", - "except Exception as e:\n", - " print(type(e).__name__, \":\", e)" - ], "outputs": [ { "name": "stdout", @@ -1805,7 +2092,12 @@ ] } ], - "execution_count": 47 + "source": [ + "try:\n", + " tc.update({'a': bm.ones(1)}) # same key \"a\", different tensor\n", + "except Exception as e:\n", + " print(type(e).__name__, \":\", e)" + ] }, { "cell_type": "markdown", @@ -1825,16 +2117,20 @@ }, { "cell_type": "code", + "execution_count": 48, "id": "c91f4373", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:29:40.771110Z", "start_time": "2025-10-06T03:29:40.766270Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.963060Z", + "iopub.status.busy": "2026-07-08T09:59:45.962883Z", + "iopub.status.idle": "2026-07-08T09:59:45.967089Z", + "shell.execute_reply": "2026-07-08T09:59:45.966093Z" } }, - "source": [ - "tc" - ], "outputs": [ { "data": { @@ -1847,22 +2143,26 @@ "output_type": "execute_result" } ], - "execution_count": 48 + "source": [ + "tc" + ] }, { "cell_type": "code", + "execution_count": 49, "id": "ecf2a15c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:29:41.435464Z", "start_time": "2025-10-06T03:29:41.413500Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:45.968852Z", + "iopub.status.busy": "2026-07-08T09:59:45.968675Z", + "iopub.status.idle": "2026-07-08T09:59:46.003596Z", + "shell.execute_reply": "2026-07-08T09:59:46.002506Z" } }, - "source": [ - "tc.replace('a', bm.ones(3))\n", - "\n", - "tc" - ], "outputs": [ { "data": { @@ -1875,7 +2175,11 @@ "output_type": "execute_result" } ], - "execution_count": 49 + "source": [ + "tc.replace('a', bm.ones(3))\n", + "\n", + "tc" + ] }, { "cell_type": "markdown", @@ -1895,19 +2199,20 @@ }, { "cell_type": "code", + "execution_count": 50, "id": "93bde37c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:29:42.900790Z", "start_time": "2025-10-06T03:29:42.894898Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:46.005515Z", + "iopub.status.busy": "2026-07-08T09:59:46.005362Z", + "iopub.status.idle": "2026-07-08T09:59:46.013127Z", + "shell.execute_reply": "2026-07-08T09:59:46.012198Z" } }, - "source": [ - "a = bp.Collector({'a': bm.zeros(10)})\n", - "b = bp.Collector({'b': bm.ones(10)})\n", - "\n", - "a + b" - ], "outputs": [ { "data": { @@ -1921,7 +2226,12 @@ "output_type": "execute_result" } ], - "execution_count": 50 + "source": [ + "a = bp.Collector({'a': bm.zeros(10)})\n", + "b = bp.Collector({'b': bm.ones(10)})\n", + "\n", + "a + b" + ] }, { "cell_type": "markdown", @@ -1956,7 +2266,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/tutorial_advanced/compilation.ipynb b/docs/tutorial_advanced/compilation.ipynb index 7163bc88a..4c9073041 100644 --- a/docs/tutorial_advanced/compilation.ipynb +++ b/docs/tutorial_advanced/compilation.ipynb @@ -30,21 +30,36 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "13e791f8", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:31:58.780972Z", "start_time": "2025-10-06T03:31:58.777546Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:48.547970Z", + "iopub.status.busy": "2026-07-08T09:59:48.547815Z", + "iopub.status.idle": "2026-07-08T09:59:58.495398Z", + "shell.execute_reply": "2026-07-08T09:59:58.494161Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", "\n", "# bm.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 28 + ] }, { "cell_type": "markdown", @@ -84,13 +99,21 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "a5374857", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:31:58.800937Z", "start_time": "2025-10-06T03:31:58.796858Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:58.497638Z", + "iopub.status.busy": "2026-07-08T09:59:58.497340Z", + "iopub.status.idle": "2026-07-08T09:59:58.501286Z", + "shell.execute_reply": "2026-07-08T09:59:58.500244Z" } }, + "outputs": [], "source": [ "class LogisticRegression(bp.BrainPyObject):\n", " def __init__(self, dimension):\n", @@ -112,9 +135,7 @@ " # or, \n", " # \n", " # self.w.update(self.w - u)" - ], - "outputs": [], - "execution_count": 29 + ] }, { "cell_type": "markdown", @@ -134,71 +155,89 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "462f745b", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:31:58.814578Z", "start_time": "2025-10-06T03:31:58.805947Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T09:59:58.502811Z", + "iopub.status.busy": "2026-07-08T09:59:58.502661Z", + "iopub.status.idle": "2026-07-08T10:00:04.272106Z", + "shell.execute_reply": "2026-07-08T10:00:04.271115Z" } }, + "outputs": [], "source": [ "num_dim, num_points = 10, 200000\n", "points = bm.random.random((num_points, num_dim))\n", "labels = bm.random.random(num_points)" - ], - "outputs": [], - "execution_count": 30 + ] }, { "cell_type": "code", + "execution_count": 4, "id": "f5e5b98c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:09.549674Z", "start_time": "2025-10-06T03:31:58.826599Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:04.274122Z", + "iopub.status.busy": "2026-07-08T10:00:04.273956Z", + "iopub.status.idle": "2026-07-08T10:00:04.957147Z", + "shell.execute_reply": "2026-07-08T10:00:04.956148Z" } }, - "source": [ - "lr = LogisticRegression(10)\n", - "\n", - "%timeit lr(points, labels)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "1.32 ms ± 24.8 μs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" + "1.99 ms ± 349 μs per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] } ], - "execution_count": 31 + "source": [ + "lr = LogisticRegression(10)\n", + "\n", + "%timeit lr(points, labels)" + ] }, { "cell_type": "code", + "execution_count": 5, "id": "c70b1eba", "metadata": { - "scrolled": true, "ExecuteTime": { "end_time": "2025-10-06T03:32:20.398725Z", "start_time": "2025-10-06T03:32:09.584398Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:04.959110Z", + "iopub.status.busy": "2026-07-08T10:00:04.958935Z", + "iopub.status.idle": "2026-07-08T10:00:06.283864Z", + "shell.execute_reply": "2026-07-08T10:00:06.282872Z" + }, + "scrolled": true }, - "source": [ - "lr_jit = bm.jit(lr)\n", - "\n", - "%timeit lr_jit(points, labels)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "1.33 ms ± 11.1 μs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" + "122 μs ± 3.79 μs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" ] } ], - "execution_count": 32 + "source": [ + "lr_jit = bm.jit(lr)\n", + "\n", + "%timeit lr_jit(points, labels)" + ] }, { "cell_type": "markdown", @@ -220,16 +259,20 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "42fbe267", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:20.446878Z", "start_time": "2025-10-06T03:32:20.440516Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:06.285721Z", + "iopub.status.busy": "2026-07-08T10:00:06.285559Z", + "iopub.status.idle": "2026-07-08T10:00:06.290343Z", + "shell.execute_reply": "2026-07-08T10:00:06.289323Z" } }, - "source": [ - "lr_jit" - ], "outputs": [ { "data": { @@ -237,12 +280,14 @@ ".wrapper(X, Y)>" ] }, - "execution_count": 33, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 33 + "source": [ + "lr_jit" + ] }, { "cell_type": "markdown", @@ -270,13 +315,21 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "076fc88b", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:20.467212Z", "start_time": "2025-10-06T03:32:20.462964Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:06.292364Z", + "iopub.status.busy": "2026-07-08T10:00:06.292097Z", + "iopub.status.idle": "2026-07-08T10:00:06.296251Z", + "shell.execute_reply": "2026-07-08T10:00:06.295136Z" } }, + "outputs": [], "source": [ "class Linear(bp.BrainPyObject):\n", " def __init__(self, n_in, n_out):\n", @@ -286,25 +339,29 @@ " \n", " def update(self, x):\n", " return x @ self.w + self.b" - ], - "outputs": [], - "execution_count": 34 + ] }, { "cell_type": "code", + "execution_count": 8, "id": "0e5eca39", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:20.485128Z", "start_time": "2025-10-06T03:32:20.480741Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:06.297802Z", + "iopub.status.busy": "2026-07-08T10:00:06.297649Z", + "iopub.status.idle": "2026-07-08T10:00:06.461009Z", + "shell.execute_reply": "2026-07-08T10:00:06.459920Z" } }, + "outputs": [], "source": [ "x = bm.zeros(10) # the input data\n", "l = Linear(10, 3) # the class we need" - ], - "outputs": [], - "execution_count": 35 + ] }, { "cell_type": "markdown", @@ -316,20 +373,20 @@ }, { "cell_type": "code", + "execution_count": 9, "id": "4cca2e8b", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:20.521715Z", "start_time": "2025-10-06T03:32:20.492138Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:06.462801Z", + "iopub.status.busy": "2026-07-08T10:00:06.462560Z", + "iopub.status.idle": "2026-07-08T10:00:06.547291Z", + "shell.execute_reply": "2026-07-08T10:00:06.546330Z" } }, - "source": [ - "update1 = bm.jit(\n", - " l.update,\n", - ") \n", - "\n", - "update1(x) # x is 0., b is 0., therefore y is 0." - ], "outputs": [ { "data": { @@ -337,27 +394,35 @@ "Array([0., 0., 0.], dtype=float32)" ] }, - "execution_count": 36, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 36 + "source": [ + "update1 = bm.jit(\n", + " l.update,\n", + ") \n", + "\n", + "update1(x) # x is 0., b is 0., therefore y is 0." + ] }, { "cell_type": "code", + "execution_count": 10, "id": "c4c9c2f2", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:20.554412Z", "start_time": "2025-10-06T03:32:20.548111Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:06.549429Z", + "iopub.status.busy": "2026-07-08T10:00:06.549261Z", + "iopub.status.idle": "2026-07-08T10:00:06.595714Z", + "shell.execute_reply": "2026-07-08T10:00:06.594589Z" } }, - "source": [ - "l.b[:] = 1. # change b to 1, we expect y will be 1 too\n", - "\n", - "update1(x)" - ], "outputs": [ { "data": { @@ -365,12 +430,16 @@ "Array([1., 1., 1.], dtype=float32)" ] }, - "execution_count": 37, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 37 + "source": [ + "l.b[:] = 1. # change b to 1, we expect y will be 1 too\n", + "\n", + "update1(x)" + ] }, { "cell_type": "markdown", @@ -382,20 +451,20 @@ }, { "cell_type": "code", + "execution_count": 11, "id": "c7bdf120", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:20.601024Z", "start_time": "2025-10-06T03:32:20.573280Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:06.597600Z", + "iopub.status.busy": "2026-07-08T10:00:06.597430Z", + "iopub.status.idle": "2026-07-08T10:00:06.640031Z", + "shell.execute_reply": "2026-07-08T10:00:06.639015Z" } }, - "source": [ - "update2 = bm.jit(\n", - " l.update,\n", - ")\n", - "\n", - "update2(x)" - ], "outputs": [ { "data": { @@ -403,27 +472,35 @@ "Array([1., 1., 1.], dtype=float32)" ] }, - "execution_count": 38, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 38 + "source": [ + "update2 = bm.jit(\n", + " l.update,\n", + ")\n", + "\n", + "update2(x)" + ] }, { "cell_type": "code", + "execution_count": 12, "id": "446ea19c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:20.636349Z", "start_time": "2025-10-06T03:32:20.631031Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:06.641911Z", + "iopub.status.busy": "2026-07-08T10:00:06.641745Z", + "iopub.status.idle": "2026-07-08T10:00:06.650839Z", + "shell.execute_reply": "2026-07-08T10:00:06.649872Z" } }, - "source": [ - "l.b[:] = 2. # change b to 2\n", - "\n", - "update2(x) # while y will not be 2" - ], "outputs": [ { "data": { @@ -431,12 +508,16 @@ "Array([2., 2., 2.], dtype=float32)" ] }, - "execution_count": 39, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 39 + "source": [ + "l.b[:] = 2. # change b to 2\n", + "\n", + "update2(x) # while y will not be 2" + ] }, { "cell_type": "markdown", @@ -456,13 +537,21 @@ }, { "cell_type": "code", + "execution_count": 13, "id": "675ce89d", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:20.659674Z", "start_time": "2025-10-06T03:32:20.654711Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:06.652418Z", + "iopub.status.busy": "2026-07-08T10:00:06.652265Z", + "iopub.status.idle": "2026-07-08T10:00:06.658008Z", + "shell.execute_reply": "2026-07-08T10:00:06.656920Z" } }, + "outputs": [], "source": [ "n_in = 10; n_out = 3\n", "\n", @@ -471,9 +560,7 @@ "\n", "def update(x):\n", " return x @ w + b" - ], - "outputs": [], - "execution_count": 40 + ] }, { "cell_type": "markdown", @@ -485,17 +572,20 @@ }, { "cell_type": "code", + "execution_count": 14, "id": "a5e3c1c4", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:20.698840Z", "start_time": "2025-10-06T03:32:20.671861Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:06.660480Z", + "iopub.status.busy": "2026-07-08T10:00:06.660257Z", + "iopub.status.idle": "2026-07-08T10:00:06.703796Z", + "shell.execute_reply": "2026-07-08T10:00:06.702916Z" } }, - "source": [ - "update1 = bm.jit(update)\n", - "update1(x)" - ], "outputs": [ { "data": { @@ -503,30 +593,33 @@ "Array([0., 0., 0.], dtype=float32)" ] }, - "execution_count": 41, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 41 + "source": [ + "update1 = bm.jit(update)\n", + "update1(x)" + ] }, { "cell_type": "code", + "execution_count": 15, "id": "922fd101", "metadata": { - "scrolled": true, "ExecuteTime": { "end_time": "2025-10-06T03:32:20.721495Z", "start_time": "2025-10-06T03:32:20.714889Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:06.705716Z", + "iopub.status.busy": "2026-07-08T10:00:06.705544Z", + "iopub.status.idle": "2026-07-08T10:00:06.713402Z", + "shell.execute_reply": "2026-07-08T10:00:06.712325Z" + }, + "scrolled": true }, - "source": [ - "b[:] = 1. # modify the value of 'b' will not \n", - " # change the result, because in the \n", - " # jitted function, 'b' is already \n", - " # a constant\n", - "update1(x)" - ], "outputs": [ { "data": { @@ -534,12 +627,18 @@ "Array([1., 1., 1.], dtype=float32)" ] }, - "execution_count": 42, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 42 + "source": [ + "b[:] = 1. # modify the value of 'b' will not \n", + " # change the result, because in the \n", + " # jitted function, 'b' is already \n", + " # a constant\n", + "update1(x)" + ] }, { "cell_type": "markdown", @@ -551,17 +650,20 @@ }, { "cell_type": "code", + "execution_count": 16, "id": "c301f14b", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:20.763550Z", "start_time": "2025-10-06T03:32:20.734922Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:06.715274Z", + "iopub.status.busy": "2026-07-08T10:00:06.715069Z", + "iopub.status.idle": "2026-07-08T10:00:06.759840Z", + "shell.execute_reply": "2026-07-08T10:00:06.758839Z" } }, - "source": [ - "update2 = bm.jit(update)\n", - "update2(x)" - ], "outputs": [ { "data": { @@ -569,26 +671,32 @@ "Array([1., 1., 1.], dtype=float32)" ] }, - "execution_count": 43, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 43 + "source": [ + "update2 = bm.jit(update)\n", + "update2(x)" + ] }, { "cell_type": "code", + "execution_count": 17, "id": "165bb3b2", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:20.787332Z", "start_time": "2025-10-06T03:32:20.781029Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:06.762727Z", + "iopub.status.busy": "2026-07-08T10:00:06.762523Z", + "iopub.status.idle": "2026-07-08T10:00:06.769147Z", + "shell.execute_reply": "2026-07-08T10:00:06.768102Z" } }, - "source": [ - "b[:] = 2. # change b to 2, while y will not be 2\n", - "update2(x)" - ], "outputs": [ { "data": { @@ -596,12 +704,15 @@ "Array([2., 2., 2.], dtype=float32)" ] }, - "execution_count": 44, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 44 + "source": [ + "b[:] = 2. # change b to 2, while y will not be 2\n", + "update2(x)" + ] }, { "cell_type": "markdown", @@ -621,14 +732,22 @@ }, { "cell_type": "code", + "execution_count": 18, "id": "4b89b7af", "metadata": { - "lines_to_next_cell": 2, "ExecuteTime": { "end_time": "2025-10-06T03:32:20.823230Z", "start_time": "2025-10-06T03:32:20.801953Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:06.770741Z", + "iopub.status.busy": "2026-07-08T10:00:06.770543Z", + "iopub.status.idle": "2026-07-08T10:00:07.071029Z", + "shell.execute_reply": "2026-07-08T10:00:07.069707Z" + }, + "lines_to_next_cell": 2 }, + "outputs": [], "source": [ "class LinearNet(bp.BrainPyObject):\n", " def __init__(self, n_in, n_out):\n", @@ -664,66 +783,70 @@ "\n", "# JIT the train function \n", "train_jit = bm.jit(train)" - ], - "outputs": [], - "execution_count": 45 + ] }, { "cell_type": "code", + "execution_count": 19, "id": "8ae01dee", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:20.997081Z", "start_time": "2025-10-06T03:32:20.829639Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:07.072824Z", + "iopub.status.busy": "2026-07-08T10:00:07.072667Z", + "iopub.status.idle": "2026-07-08T10:00:08.747142Z", + "shell.execute_reply": "2026-07-08T10:00:08.746181Z" } }, - "source": [ - "xs = bm.random.random((1000, 100))\n", - "ys = bm.random.random((1000, 1))\n", - "\n", - "for i in range(30):\n", - " loss = train_jit(xs, ys)\n", - " print(f'Train {i}, loss = {loss:.2f}')" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Train 0, loss = 6155007.00\n", - "Train 1, loss = 3455055.50\n", - "Train 2, loss = 1950462.62\n", - "Train 3, loss = 1104584.25\n", - "Train 4, loss = 626670.44\n", - "Train 5, loss = 355895.41\n", - "Train 6, loss = 202236.78\n", - "Train 7, loss = 114960.27\n", - "Train 8, loss = 65362.71\n", - "Train 9, loss = 37169.18\n", - "Train 10, loss = 21140.02\n", - "Train 11, loss = 12025.93\n", - "Train 12, loss = 6843.44\n", - "Train 13, loss = 3896.46\n", - "Train 14, loss = 2220.66\n", - "Train 15, loss = 1267.70\n", - "Train 16, loss = 725.79\n", - "Train 17, loss = 417.62\n", - "Train 18, loss = 242.38\n", - "Train 19, loss = 142.73\n", - "Train 20, loss = 86.06\n", - "Train 21, loss = 53.83\n", - "Train 22, loss = 35.51\n", - "Train 23, loss = 25.09\n", - "Train 24, loss = 19.16\n", - "Train 25, loss = 15.79\n", - "Train 26, loss = 13.87\n", - "Train 27, loss = 12.78\n", - "Train 28, loss = 12.16\n", - "Train 29, loss = 11.81\n" + "Train 0, loss = 5266750.50\n", + "Train 1, loss = 2929420.00\n", + "Train 2, loss = 1637326.38\n", + "Train 3, loss = 917619.25\n", + "Train 4, loss = 515060.44\n", + "Train 5, loss = 289346.50\n", + "Train 6, loss = 162625.52\n", + "Train 7, loss = 91431.17\n", + "Train 8, loss = 51411.57\n", + "Train 9, loss = 28913.68\n", + "Train 10, loss = 16263.92\n", + "Train 11, loss = 9149.68\n", + "Train 12, loss = 5149.69\n", + "Train 13, loss = 2900.42\n", + "Train 14, loss = 1635.43\n", + "Train 15, loss = 924.07\n", + "Train 16, loss = 523.86\n", + "Train 17, loss = 298.88\n", + "Train 18, loss = 172.30\n", + "Train 19, loss = 101.13\n", + "Train 20, loss = 61.10\n", + "Train 21, loss = 38.61\n", + "Train 22, loss = 25.96\n", + "Train 23, loss = 18.83\n", + "Train 24, loss = 14.83\n", + "Train 25, loss = 12.58\n", + "Train 26, loss = 11.32\n", + "Train 27, loss = 10.61\n", + "Train 28, loss = 10.21\n", + "Train 29, loss = 9.98\n" ] } ], - "execution_count": 46 + "source": [ + "xs = bm.random.random((1000, 100))\n", + "ys = bm.random.random((1000, 1))\n", + "\n", + "for i in range(30):\n", + " loss = train_jit(xs, ys)\n", + " print(f'Train {i}, loss = {loss:.2f}')" + ] }, { "cell_type": "markdown", @@ -743,34 +866,42 @@ }, { "cell_type": "code", + "execution_count": 20, "id": "fe1a5925", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:21.017257Z", "start_time": "2025-10-06T03:32:21.012850Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:08.749507Z", + "iopub.status.busy": "2026-07-08T10:00:08.749164Z", + "iopub.status.idle": "2026-07-08T10:00:08.752653Z", + "shell.execute_reply": "2026-07-08T10:00:08.751543Z" } }, + "outputs": [], "source": [ "def function():\n", " return bm.random.normal(0, 1, size=(10,))" - ], - "outputs": [], - "execution_count": 47 + ] }, { "cell_type": "code", + "execution_count": 21, "id": "93c3d479", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:21.150943Z", "start_time": "2025-10-06T03:32:21.032172Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:08.754735Z", + "iopub.status.busy": "2026-07-08T10:00:08.754563Z", + "iopub.status.idle": "2026-07-08T10:00:09.068251Z", + "shell.execute_reply": "2026-07-08T10:00:09.067284Z" } }, - "source": [ - "f1 = bm.jit(function)\n", - "\n", - "f1() == f1()" - ], "outputs": [ { "data": { @@ -779,12 +910,16 @@ " False], dtype=bool)" ] }, - "execution_count": 48, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 48 + "source": [ + "f1 = bm.jit(function)\n", + "\n", + "f1() == f1()" + ] }, { "cell_type": "markdown", @@ -796,20 +931,20 @@ }, { "cell_type": "code", + "execution_count": 22, "id": "5dfba12e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:21.282527Z", "start_time": "2025-10-06T03:32:21.167508Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:09.070261Z", + "iopub.status.busy": "2026-07-08T10:00:09.070096Z", + "iopub.status.idle": "2026-07-08T10:00:09.375119Z", + "shell.execute_reply": "2026-07-08T10:00:09.374011Z" } }, - "source": [ - "bm.random.seed(1234)\n", - "\n", - "f2 = bm.jit(function)\n", - "\n", - "f2() == f2()" - ], "outputs": [ { "data": { @@ -818,12 +953,18 @@ " False], dtype=bool)" ] }, - "execution_count": 49, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 49 + "source": [ + "bm.random.seed(1234)\n", + "\n", + "f2 = bm.jit(function)\n", + "\n", + "f2() == f2()" + ] }, { "cell_type": "markdown", @@ -845,13 +986,21 @@ }, { "cell_type": "code", + "execution_count": 23, "id": "c624ede7", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:21.302735Z", "start_time": "2025-10-06T03:32:21.297975Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:09.378182Z", + "iopub.status.busy": "2026-07-08T10:00:09.377973Z", + "iopub.status.idle": "2026-07-08T10:00:09.382378Z", + "shell.execute_reply": "2026-07-08T10:00:09.381417Z" } }, + "outputs": [], "source": [ "@bm.jit\n", "def f(x):\n", @@ -859,36 +1008,41 @@ " return 3. * x ** 2\n", " else:\n", " return -4 * x" - ], - "outputs": [], - "execution_count": 50 + ] }, { "cell_type": "code", + "execution_count": 24, "id": "43d03199", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:21.323303Z", "start_time": "2025-10-06T03:32:21.308564Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:09.384116Z", + "iopub.status.busy": "2026-07-08T10:00:09.383953Z", + "iopub.status.idle": "2026-07-08T10:00:09.390539Z", + "shell.execute_reply": "2026-07-08T10:00:09.389664Z" } }, - "source": [ - "try:\n", - " f(1.)\n", - "except Exception as e:\n", - " print(type(e), e)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Attempted boolean conversion of traced array with shape bool[].\n", + "The error occurred while tracing the function _wrapped_fun_to_eval at /home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/brainstate/transform/_make_jaxpr.py:814 for jit. This concrete value was not available in Python because it depends on the value of the argument args[0].\n", "See https://docs.jax.dev/en/latest/errors.html#jax.errors.TracerBoolConversionError\n" ] } ], - "execution_count": 51 + "source": [ + "try:\n", + " f(1.)\n", + "except Exception as e:\n", + " print(type(e), e)" + ] }, { "cell_type": "markdown", @@ -900,13 +1054,21 @@ }, { "cell_type": "code", + "execution_count": 25, "id": "3005cf57", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:21.332809Z", "start_time": "2025-10-06T03:32:21.327878Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:09.392228Z", + "iopub.status.busy": "2026-07-08T10:00:09.392063Z", + "iopub.status.idle": "2026-07-08T10:00:09.396762Z", + "shell.execute_reply": "2026-07-08T10:00:09.395554Z" } }, + "outputs": [], "source": [ "def f(x):\n", " if x < 3: # this will cause error\n", @@ -915,22 +1077,24 @@ " return -4 * x\n", "\n", "f_jit = bm.jit(f, static_argnames=('x',))" - ], - "outputs": [], - "execution_count": 52 + ] }, { "cell_type": "code", + "execution_count": 26, "id": "41349cb1", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:21.370385Z", "start_time": "2025-10-06T03:32:21.354879Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:09.398524Z", + "iopub.status.busy": "2026-07-08T10:00:09.398363Z", + "iopub.status.idle": "2026-07-08T10:00:09.432842Z", + "shell.execute_reply": "2026-07-08T10:00:09.431551Z" } }, - "source": [ - "f_jit(x=1.)" - ], "outputs": [ { "data": { @@ -938,12 +1102,14 @@ "Array(3., dtype=float32, weak_type=True)" ] }, - "execution_count": 53, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 53 + "source": [ + "f_jit(x=1.)" + ] }, { "cell_type": "markdown", @@ -977,7 +1143,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/tutorial_advanced/differentiation.ipynb b/docs/tutorial_advanced/differentiation.ipynb index 065fc2130..9d1004f1b 100644 --- a/docs/tutorial_advanced/differentiation.ipynb +++ b/docs/tutorial_advanced/differentiation.ipynb @@ -33,26 +33,33 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "e0ae6076", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.241942Z", "start_time": "2025-10-06T03:32:42.280993Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:12.412695Z", + "iopub.status.busy": "2026-07-08T10:00:12.412545Z", + "iopub.status.idle": "2026-07-08T10:00:22.048775Z", + "shell.execute_reply": "2026-07-08T10:00:22.047704Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "# bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -60,7 +67,14 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "# bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -96,13 +110,21 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "be17f596", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.450685Z", "start_time": "2025-10-06T03:32:46.250537Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:22.050584Z", + "iopub.status.busy": "2026-07-08T10:00:22.050317Z", + "iopub.status.idle": "2026-07-08T10:00:28.378143Z", + "shell.execute_reply": "2026-07-08T10:00:28.377084Z" } }, + "outputs": [], "source": [ "class Linear(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -115,9 +137,7 @@ " return r.sum()\n", " \n", "l = Linear()" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -129,24 +149,26 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "7bf6ae1f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.549403Z", "start_time": "2025-10-06T03:32:46.455785Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.379846Z", + "iopub.status.busy": "2026-07-08T10:00:28.379673Z", + "iopub.status.idle": "2026-07-08T10:00:28.600008Z", + "shell.execute_reply": "2026-07-08T10:00:28.598882Z" } }, - "source": [ - "grad = bm.grad(l.update, argnums=0)\n", - "\n", - "grad(bm.ones(10))" - ], "outputs": [ { "data": { "text/plain": [ - "Array(value=Array([0.9260962 , 0.09364974, 0.00942123, 0.9127095 , 0.67102027,\n", - " 0.620348 , 0.5872253 , 0.43891704, 0.7220038 , 0.9008471 ], dtype=float32),\n", + "Array(value=Array([0.49963295, 0.44604743, 0.02711201, 0.00580823, 0.9373995 ,\n", + " 0.41439307, 0.9762573 , 0.4493959 , 0.05099952, 0.00387502], dtype=float32),\n", " dtype=float32)" ] }, @@ -155,7 +177,11 @@ "output_type": "execute_result" } ], - "execution_count": 3 + "source": [ + "grad = bm.grad(l.update, argnums=0)\n", + "\n", + "grad(bm.ones(10))" + ] }, { "cell_type": "markdown", @@ -167,18 +193,20 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "f1f0d2c7", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.593515Z", "start_time": "2025-10-06T03:32:46.559123Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.601766Z", + "iopub.status.busy": "2026-07-08T10:00:28.601587Z", + "iopub.status.idle": "2026-07-08T10:00:28.651358Z", + "shell.execute_reply": "2026-07-08T10:00:28.650415Z" } }, - "source": [ - "grad = bm.grad(l.update, grad_vars=(l.w, l.b))\n", - "\n", - "grad(bm.ones(10))" - ], "outputs": [ { "data": { @@ -192,7 +220,11 @@ "output_type": "execute_result" } ], - "execution_count": 4 + "source": [ + "grad = bm.grad(l.update, grad_vars=(l.w, l.b))\n", + "\n", + "grad(bm.ones(10))" + ] }, { "cell_type": "markdown", @@ -204,33 +236,43 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "5cc0347c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.606975Z", "start_time": "2025-10-06T03:32:46.597476Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.653090Z", + "iopub.status.busy": "2026-07-08T10:00:28.652923Z", + "iopub.status.idle": "2026-07-08T10:00:28.662297Z", + "shell.execute_reply": "2026-07-08T10:00:28.661121Z" } }, + "outputs": [], "source": [ "grad = bm.grad(l.update, grad_vars=(l.w, l.b), argnums=0)\n", "\n", "var_grads, arg_grads = grad(bm.ones(10))" - ], - "outputs": [], - "execution_count": 5 + ] }, { "cell_type": "code", + "execution_count": 6, "id": "ce6f0f99", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.627520Z", "start_time": "2025-10-06T03:32:46.622567Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.664201Z", + "iopub.status.busy": "2026-07-08T10:00:28.664024Z", + "iopub.status.idle": "2026-07-08T10:00:28.671134Z", + "shell.execute_reply": "2026-07-08T10:00:28.670290Z" } }, - "source": [ - "var_grads" - ], "outputs": [ { "data": { @@ -244,26 +286,32 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "var_grads" + ] }, { "cell_type": "code", + "execution_count": 7, "id": "aa0d8b7f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.650348Z", "start_time": "2025-10-06T03:32:46.642056Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.672858Z", + "iopub.status.busy": "2026-07-08T10:00:28.672676Z", + "iopub.status.idle": "2026-07-08T10:00:28.678668Z", + "shell.execute_reply": "2026-07-08T10:00:28.677815Z" } }, - "source": [ - "arg_grads" - ], "outputs": [ { "data": { "text/plain": [ - "Array(value=Array([0.9260962 , 0.09364974, 0.00942123, 0.9127095 , 0.67102027,\n", - " 0.620348 , 0.5872253 , 0.43891704, 0.7220038 , 0.9008471 ], dtype=float32),\n", + "Array(value=Array([0.49963295, 0.44604743, 0.02711201, 0.00580823, 0.9373995 ,\n", + " 0.41439307, 0.9762573 , 0.4493959 , 0.05099952, 0.00387502], dtype=float32),\n", " dtype=float32)" ] }, @@ -272,7 +320,9 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "arg_grads" + ] }, { "cell_type": "markdown", @@ -292,39 +342,49 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "600ea97e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.677529Z", "start_time": "2025-10-06T03:32:46.668211Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.680709Z", + "iopub.status.busy": "2026-07-08T10:00:28.680544Z", + "iopub.status.idle": "2026-07-08T10:00:28.688038Z", + "shell.execute_reply": "2026-07-08T10:00:28.687068Z" } }, + "outputs": [], "source": [ "grad = bm.grad(l.update, argnums=0, return_value=True)\n", "\n", "gradient, value = grad(bm.ones(10))" - ], - "outputs": [], - "execution_count": 8 + ] }, { "cell_type": "code", + "execution_count": 9, "id": "d6909c04", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.700208Z", "start_time": "2025-10-06T03:32:46.694602Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.689714Z", + "iopub.status.busy": "2026-07-08T10:00:28.689555Z", + "iopub.status.idle": "2026-07-08T10:00:28.694304Z", + "shell.execute_reply": "2026-07-08T10:00:28.693283Z" } }, - "source": [ - "gradient" - ], "outputs": [ { "data": { "text/plain": [ - "Array(value=Array([0.9260962 , 0.09364974, 0.00942123, 0.9127095 , 0.67102027,\n", - " 0.620348 , 0.5872253 , 0.43891704, 0.7220038 , 0.9008471 ], dtype=float32),\n", + "Array(value=Array([0.49963295, 0.44604743, 0.02711201, 0.00580823, 0.9373995 ,\n", + " 0.41439307, 0.9762573 , 0.4493959 , 0.05099952, 0.00387502], dtype=float32),\n", " dtype=float32)" ] }, @@ -333,25 +393,31 @@ "output_type": "execute_result" } ], - "execution_count": 9 + "source": [ + "gradient" + ] }, { "cell_type": "code", + "execution_count": 10, "id": "528b392f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.720441Z", "start_time": "2025-10-06T03:32:46.715681Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.696377Z", + "iopub.status.busy": "2026-07-08T10:00:28.696177Z", + "iopub.status.idle": "2026-07-08T10:00:28.702213Z", + "shell.execute_reply": "2026-07-08T10:00:28.701317Z" } }, - "source": [ - "value" - ], "outputs": [ { "data": { "text/plain": [ - "Array(5.8822384, dtype=float32)" + "Array(3.8109207, dtype=float32)" ] }, "execution_count": 10, @@ -359,7 +425,9 @@ "output_type": "execute_result" } ], - "execution_count": 10 + "source": [ + "value" + ] }, { "cell_type": "markdown", @@ -379,13 +447,21 @@ }, { "cell_type": "code", + "execution_count": 11, "id": "28e93b87", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.745938Z", "start_time": "2025-10-06T03:32:46.740676Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.703816Z", + "iopub.status.busy": "2026-07-08T10:00:28.703656Z", + "iopub.status.idle": "2026-07-08T10:00:28.710605Z", + "shell.execute_reply": "2026-07-08T10:00:28.709375Z" } }, + "outputs": [], "source": [ "class LinearAux(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -400,45 +476,53 @@ " # however, aux can be arbitrary complex.\n", " \n", "l2 = LinearAux()" - ], - "outputs": [], - "execution_count": 11 + ] }, { "cell_type": "code", + "execution_count": 12, "id": "3c683624", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.771383Z", "start_time": "2025-10-06T03:32:46.764029Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.712444Z", + "iopub.status.busy": "2026-07-08T10:00:28.712243Z", + "iopub.status.idle": "2026-07-08T10:00:28.720533Z", + "shell.execute_reply": "2026-07-08T10:00:28.719283Z" } }, + "outputs": [], "source": [ "grad = bm.grad(l2.update, argnums=0, has_aux=True)\n", "\n", "gradient, aux = grad(bm.ones(10))" - ], - "outputs": [], - "execution_count": 12 + ] }, { "cell_type": "code", + "execution_count": 13, "id": "828ae73f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.781409Z", "start_time": "2025-10-06T03:32:46.777134Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.722173Z", + "iopub.status.busy": "2026-07-08T10:00:28.722018Z", + "iopub.status.idle": "2026-07-08T10:00:28.725930Z", + "shell.execute_reply": "2026-07-08T10:00:28.725081Z" } }, - "source": [ - "gradient" - ], "outputs": [ { "data": { "text/plain": [ - "Array(value=Array([0.61356115, 0.29959154, 0.5242523 , 0.5245906 , 0.42144704,\n", - " 0.5005964 , 0.42047822, 0.9298103 , 0.02631509, 0.35181725], dtype=float32),\n", + "Array(value=Array([0.89931154, 0.77681875, 0.93286073, 0.28777528, 0.94312656,\n", + " 0.9069629 , 0.10133553, 0.04432547, 0.6255212 , 0.9524189 ], dtype=float32),\n", " dtype=float32)" ] }, @@ -447,26 +531,31 @@ "output_type": "execute_result" } ], - "execution_count": 13 + "source": [ + "gradient" + ] }, { "cell_type": "code", + "execution_count": 14, "id": "d921e0d6", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.802647Z", "start_time": "2025-10-06T03:32:46.797560Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.728605Z", + "iopub.status.busy": "2026-07-08T10:00:28.728206Z", + "iopub.status.idle": "2026-07-08T10:00:28.735758Z", + "shell.execute_reply": "2026-07-08T10:00:28.734624Z" } }, - "source": [ - "aux" - ], "outputs": [ { "data": { "text/plain": [ - "(Array(4.6124597, dtype=float32),\n", - " Array(value=Array([4.6124597]), dtype=float32))" + "(Array(6.470457, dtype=float32), Array(value=Array([6.470457]), dtype=float32))" ] }, "execution_count": 14, @@ -474,7 +563,9 @@ "output_type": "execute_result" } ], - "execution_count": 14 + "source": [ + "aux" + ] }, { "cell_type": "markdown", @@ -518,34 +609,44 @@ }, { "cell_type": "code", + "execution_count": 15, "id": "45352485", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.823304Z", "start_time": "2025-10-06T03:32:46.817440Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.737389Z", + "iopub.status.busy": "2026-07-08T10:00:28.737238Z", + "iopub.status.idle": "2026-07-08T10:00:28.739942Z", + "shell.execute_reply": "2026-07-08T10:00:28.739095Z" } }, + "outputs": [], "source": [ "def f(a, b):\n", " return a * 2 + b\n", "\n", "grad_f1 = bm.grad(f)" - ], - "outputs": [], - "execution_count": 15 + ] }, { "cell_type": "code", + "execution_count": 16, "id": "6009405f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.886584Z", "start_time": "2025-10-06T03:32:46.840160Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.741596Z", + "iopub.status.busy": "2026-07-08T10:00:28.741457Z", + "iopub.status.idle": "2026-07-08T10:00:28.829312Z", + "shell.execute_reply": "2026-07-08T10:00:28.828304Z" } }, - "source": [ - "grad_f1(2., 1.)" - ], "outputs": [ { "data": { @@ -558,7 +659,9 @@ "output_type": "execute_result" } ], - "execution_count": 16 + "source": [ + "grad_f1(2., 1.)" + ] }, { "cell_type": "markdown", @@ -570,18 +673,20 @@ }, { "cell_type": "code", + "execution_count": 17, "id": "58aa6fbc", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.911717Z", "start_time": "2025-10-06T03:32:46.902988Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.832015Z", + "iopub.status.busy": "2026-07-08T10:00:28.831795Z", + "iopub.status.idle": "2026-07-08T10:00:28.848097Z", + "shell.execute_reply": "2026-07-08T10:00:28.846937Z" } }, - "source": [ - "grad_f2 = bm.grad(f, argnums=(0, 1))\n", - "\n", - "grad_f2(2., 1.)" - ], "outputs": [ { "data": { @@ -595,7 +700,11 @@ "output_type": "execute_result" } ], - "execution_count": 17 + "source": [ + "grad_f2 = bm.grad(f, argnums=(0, 1))\n", + "\n", + "grad_f2(2., 1.)" + ] }, { "cell_type": "markdown", @@ -615,13 +724,21 @@ }, { "cell_type": "code", + "execution_count": 18, "id": "acc95d4c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:46.936904Z", "start_time": "2025-10-06T03:32:46.927317Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.849960Z", + "iopub.status.busy": "2026-07-08T10:00:28.849780Z", + "iopub.status.idle": "2026-07-08T10:00:28.854584Z", + "shell.execute_reply": "2026-07-08T10:00:28.853603Z" } }, + "outputs": [], "source": [ "class F(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -636,9 +753,7 @@ " return vv.mean()\n", " \n", "f = F()" - ], - "outputs": [], - "execution_count": 18 + ] }, { "cell_type": "markdown", @@ -650,16 +765,20 @@ }, { "cell_type": "code", + "execution_count": 19, "id": "30484eab", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.041333Z", "start_time": "2025-10-06T03:32:46.953417Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:28.856174Z", + "iopub.status.busy": "2026-07-08T10:00:28.856004Z", + "iopub.status.idle": "2026-07-08T10:00:29.014317Z", + "shell.execute_reply": "2026-07-08T10:00:29.013269Z" } }, - "source": [ - "bm.grad(f, grad_vars=f.train_vars())(10.)" - ], "outputs": [ { "data": { @@ -672,20 +791,26 @@ "output_type": "execute_result" } ], - "execution_count": 19 + "source": [ + "bm.grad(f, grad_vars=f.train_vars())(10.)" + ] }, { "cell_type": "code", + "execution_count": 20, "id": "fa99d3ef", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.070892Z", "start_time": "2025-10-06T03:32:47.061457Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.016795Z", + "iopub.status.busy": "2026-07-08T10:00:29.016621Z", + "iopub.status.idle": "2026-07-08T10:00:29.032674Z", + "shell.execute_reply": "2026-07-08T10:00:29.031576Z" } }, - "source": [ - "bm.grad(f, grad_vars=[f.a, f.b])(10.)" - ], "outputs": [ { "data": { @@ -698,7 +823,9 @@ "output_type": "execute_result" } ], - "execution_count": 20 + "source": [ + "bm.grad(f, grad_vars=[f.a, f.b])(10.)" + ] }, { "cell_type": "markdown", @@ -710,13 +837,21 @@ }, { "cell_type": "code", + "execution_count": 21, "id": "f77b4c0e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.091003Z", "start_time": "2025-10-06T03:32:47.087472Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.035025Z", + "iopub.status.busy": "2026-07-08T10:00:29.034833Z", + "iopub.status.idle": "2026-07-08T10:00:29.038296Z", + "shell.execute_reply": "2026-07-08T10:00:29.037353Z" } }, + "outputs": [], "source": [ "class F2(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -729,23 +864,24 @@ " ab = ab * 2\n", " self.a.value = ab\n", " return (ab + c).mean()" - ], - "outputs": [], - "execution_count": 21 + ] }, { "cell_type": "code", + "execution_count": 22, "id": "a0cf62b0", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.121482Z", "start_time": "2025-10-06T03:32:47.108082Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.040701Z", + "iopub.status.busy": "2026-07-08T10:00:29.040361Z", + "iopub.status.idle": "2026-07-08T10:00:29.059581Z", + "shell.execute_reply": "2026-07-08T10:00:29.058427Z" } }, - "source": [ - "f2 = F2()\n", - "bm.grad(f2, grad_vars=f2.b)(10.)" - ], "outputs": [ { "data": { @@ -758,7 +894,10 @@ "output_type": "execute_result" } ], - "execution_count": 22 + "source": [ + "f2 = F2()\n", + "bm.grad(f2, grad_vars=f2.b)(10.)" + ] }, { "cell_type": "markdown", @@ -770,13 +909,21 @@ }, { "cell_type": "code", + "execution_count": 23, "id": "42c0dca2", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.155859Z", "start_time": "2025-10-06T03:32:47.151726Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.061534Z", + "iopub.status.busy": "2026-07-08T10:00:29.061312Z", + "iopub.status.idle": "2026-07-08T10:00:29.065137Z", + "shell.execute_reply": "2026-07-08T10:00:29.064100Z" } }, + "outputs": [], "source": [ "class F3(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -788,26 +935,24 @@ " ab = self.a * self.b\n", " ab = ab * 2\n", " return (ab + c * d).mean()" - ], - "outputs": [], - "execution_count": 23 + ] }, { "cell_type": "code", + "execution_count": 24, "id": "3fe1c9ce", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.195751Z", "start_time": "2025-10-06T03:32:47.170453Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.067032Z", + "iopub.status.busy": "2026-07-08T10:00:29.066871Z", + "iopub.status.idle": "2026-07-08T10:00:29.091978Z", + "shell.execute_reply": "2026-07-08T10:00:29.090759Z" } }, - "source": [ - "f3 = F3()\n", - "grads_of_gv, grad_of_args = bm.grad(f3, grad_vars=[f3.a, f3.b], argnums=0)(10., 3.)\n", - "\n", - "print(\"grads_of_gv :\", grads_of_gv)\n", - "print(\"grad_of_args :\", grad_of_args)" - ], "outputs": [ { "name": "stdout", @@ -818,24 +963,30 @@ ] } ], - "execution_count": 24 + "source": [ + "f3 = F3()\n", + "grads_of_gv, grad_of_args = bm.grad(f3, grad_vars=[f3.a, f3.b], argnums=0)(10., 3.)\n", + "\n", + "print(\"grads_of_gv :\", grads_of_gv)\n", + "print(\"grad_of_args :\", grad_of_args)" + ] }, { "cell_type": "code", + "execution_count": 25, "id": "ba55cac6", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.216353Z", "start_time": "2025-10-06T03:32:47.202101Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.094089Z", + "iopub.status.busy": "2026-07-08T10:00:29.093728Z", + "iopub.status.idle": "2026-07-08T10:00:29.110406Z", + "shell.execute_reply": "2026-07-08T10:00:29.108960Z" } }, - "source": [ - "f3 = F3()\n", - "grads_of_gv, grad_of_args = bm.grad(f3, grad_vars=[f3.a, f3.b], argnums=(0, 1))(10., 3.)\n", - "\n", - "print(\"grads_of_gv :\", grads_of_gv)\n", - "print(\"grad_of_args :\", grad_of_args)" - ], "outputs": [ { "name": "stdout", @@ -846,7 +997,13 @@ ] } ], - "execution_count": 25 + "source": [ + "f3 = F3()\n", + "grads_of_gv, grad_of_args = bm.grad(f3, grad_vars=[f3.a, f3.b], argnums=(0, 1))(10., 3.)\n", + "\n", + "print(\"grads_of_gv :\", grads_of_gv)\n", + "print(\"grad_of_args :\", grad_of_args)" + ] }, { "cell_type": "markdown", @@ -874,21 +1031,20 @@ }, { "cell_type": "code", + "execution_count": 26, "id": "a34a7e5a", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.243950Z", "start_time": "2025-10-06T03:32:47.233092Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.112215Z", + "iopub.status.busy": "2026-07-08T10:00:29.112047Z", + "iopub.status.idle": "2026-07-08T10:00:29.126013Z", + "shell.execute_reply": "2026-07-08T10:00:29.124555Z" } }, - "source": [ - "# return loss\n", - "\n", - "grad, loss = bm.grad(f, grad_vars=f.a, return_value=True)(10.)\n", - "\n", - "print('grad: ', grad)\n", - "print('loss: ', loss)" - ], "outputs": [ { "name": "stdout", @@ -899,17 +1055,41 @@ ] } ], - "execution_count": 26 + "source": [ + "# return loss\n", + "\n", + "grad, loss = bm.grad(f, grad_vars=f.a, return_value=True)(10.)\n", + "\n", + "print('grad: ', grad)\n", + "print('loss: ', loss)" + ] }, { "cell_type": "code", + "execution_count": 27, "id": "4a1ad862", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.277225Z", "start_time": "2025-10-06T03:32:47.266418Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.128196Z", + "iopub.status.busy": "2026-07-08T10:00:29.128004Z", + "iopub.status.idle": "2026-07-08T10:00:29.141864Z", + "shell.execute_reply": "2026-07-08T10:00:29.140786Z" } }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "grad: [1.]\n", + "aux_data: (Array([1.], dtype=float32), Array([2.], dtype=float32))\n" + ] + } + ], "source": [ "class F4(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -931,18 +1111,7 @@ "\n", "print('grad: ', grad)\n", "print('aux_data: ', aux_data)" - ], - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "grad: [1.]\n", - "aux_data: (Array([1.], dtype=float32), Array([2.], dtype=float32))\n" - ] - } - ], - "execution_count": 27 + ] }, { "cell_type": "markdown", @@ -956,44 +1125,52 @@ }, { "cell_type": "code", + "execution_count": 28, "id": "ea6a89f5", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.340347Z", "start_time": "2025-10-06T03:32:47.301245Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.143854Z", + "iopub.status.busy": "2026-07-08T10:00:29.143659Z", + "iopub.status.idle": "2026-07-08T10:00:29.181586Z", + "shell.execute_reply": "2026-07-08T10:00:29.180696Z" } }, - "source": [ - "try:\n", - " bm.grad(lambda x: x)(bm.zeros(2))\n", - "except Exception as e:\n", - " print(type(e), e)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " Gradient only defined for scalar-output functions. Output had shape: (2,).\n" + " Triggering __jax_array__() during abstractification is no longer supported. To avoid this error, either explicitly convert your object using jax.numpy.array(), or register your object as a pytree.\n" ] } ], - "execution_count": 28 + "source": [ + "try:\n", + " bm.grad(lambda x: x)(bm.zeros(2))\n", + "except Exception as e:\n", + " print(type(e), e)" + ] }, { "cell_type": "code", + "execution_count": 29, "id": "d08e3753", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.595314Z", "start_time": "2025-10-06T03:32:47.362810Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.183003Z", + "iopub.status.busy": "2026-07-08T10:00:29.182849Z", + "iopub.status.idle": "2026-07-08T10:00:29.292989Z", + "shell.execute_reply": "2026-07-08T10:00:29.291980Z" } }, - "source": [ - "# this is right\n", - "\n", - "bm.grad(lambda x: x.mean())(bm.zeros(2))" - ], "outputs": [ { "data": { @@ -1006,7 +1183,11 @@ "output_type": "execute_result" } ], - "execution_count": 29 + "source": [ + "# this is right\n", + "\n", + "bm.grad(lambda x: x.mean())(bm.zeros(2))" + ] }, { "cell_type": "markdown", @@ -1026,19 +1207,25 @@ }, { "cell_type": "code", + "execution_count": 30, "id": "9a0a9b71", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.614576Z", "start_time": "2025-10-06T03:32:47.611323Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.295150Z", + "iopub.status.busy": "2026-07-08T10:00:29.294951Z", + "iopub.status.idle": "2026-07-08T10:00:29.297972Z", + "shell.execute_reply": "2026-07-08T10:00:29.297116Z" } }, + "outputs": [], "source": [ "def f(a, b): \n", " return bm.sin(b) * a" - ], - "outputs": [], - "execution_count": 30 + ] }, { "cell_type": "markdown", @@ -1050,39 +1237,49 @@ }, { "cell_type": "code", + "execution_count": 31, "id": "1323e89d", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.714816Z", "start_time": "2025-10-06T03:32:47.621145Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.299826Z", + "iopub.status.busy": "2026-07-08T10:00:29.299677Z", + "iopub.status.idle": "2026-07-08T10:00:29.440539Z", + "shell.execute_reply": "2026-07-08T10:00:29.439471Z" } }, + "outputs": [], "source": [ "# vectors\n", "\n", "a = bm.arange(5.)\n", "b = bm.random.random(5)" - ], - "outputs": [], - "execution_count": 31 + ] }, { "cell_type": "code", + "execution_count": 32, "id": "a776e614", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.771624Z", "start_time": "2025-10-06T03:32:47.720300Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.442315Z", + "iopub.status.busy": "2026-07-08T10:00:29.442147Z", + "iopub.status.idle": "2026-07-08T10:00:29.580432Z", + "shell.execute_reply": "2026-07-08T10:00:29.579298Z" } }, - "source": [ - "bm.vector_grad(f)(a, b)" - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.31165043, 0.16343522, 0.28338438, 0.7613114 , 0.71029633], dtype=float32)" + "Array([0.75912124, 0.78242356, 0.19653764, 0.6460069 , 0.31287915], dtype=float32)" ] }, "execution_count": 32, @@ -1090,26 +1287,32 @@ "output_type": "execute_result" } ], - "execution_count": 32 + "source": [ + "bm.vector_grad(f)(a, b)" + ] }, { "cell_type": "code", + "execution_count": 33, "id": "85748195", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.809889Z", "start_time": "2025-10-06T03:32:47.786633Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.582276Z", + "iopub.status.busy": "2026-07-08T10:00:29.582113Z", + "iopub.status.idle": "2026-07-08T10:00:29.641670Z", + "shell.execute_reply": "2026-07-08T10:00:29.640701Z" } }, - "source": [ - "bm.vector_grad(f, argnums=(0, 1))(a, b)" - ], "outputs": [ { "data": { "text/plain": [ - "(Array([0.31165043, 0.16343522, 0.28338438, 0.7613114 , 0.71029633], dtype=float32),\n", - " Array([0. , 0.9865541, 1.9180129, 1.9451592, 2.8156111], dtype=float32))" + "(Array([0.75912124, 0.78242356, 0.19653764, 0.6460069 , 0.31287915], dtype=float32),\n", + " Array([0. , 0.6227467, 1.9609926, 2.289995 , 3.7991717], dtype=float32))" ] }, "execution_count": 33, @@ -1117,7 +1320,9 @@ "output_type": "execute_result" } ], - "execution_count": 33 + "source": [ + "bm.vector_grad(f, argnums=(0, 1))(a, b)" + ] }, { "cell_type": "markdown", @@ -1129,40 +1334,50 @@ }, { "cell_type": "code", + "execution_count": 34, "id": "19acd682", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:47.956877Z", "start_time": "2025-10-06T03:32:47.830058Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.643799Z", + "iopub.status.busy": "2026-07-08T10:00:29.643565Z", + "iopub.status.idle": "2026-07-08T10:00:29.799512Z", + "shell.execute_reply": "2026-07-08T10:00:29.798347Z" } }, + "outputs": [], "source": [ "# matrix\n", "\n", "a = bm.arange(6.).reshape((2, 3))\n", "b = bm.random.random((2, 3))" - ], - "outputs": [], - "execution_count": 34 + ] }, { "cell_type": "code", + "execution_count": 35, "id": "4c049c25", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:48.060530Z", "start_time": "2025-10-06T03:32:47.980931Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.801260Z", + "iopub.status.busy": "2026-07-08T10:00:29.801095Z", + "iopub.status.idle": "2026-07-08T10:00:29.974607Z", + "shell.execute_reply": "2026-07-08T10:00:29.973855Z" } }, - "source": [ - "bm.vector_grad(f, argnums=1)(a, b)" - ], "outputs": [ { "data": { "text/plain": [ - "Array([[0. , 0.8268384, 1.4004612],\n", - " [2.697572 , 3.6508353, 4.748515 ]], dtype=float32)" + "Array([[0. , 0.7055728, 1.8056136],\n", + " [2.9488146, 3.9449582, 4.66312 ]], dtype=float32)" ] }, "execution_count": 35, @@ -1170,28 +1385,34 @@ "output_type": "execute_result" } ], - "execution_count": 35 + "source": [ + "bm.vector_grad(f, argnums=1)(a, b)" + ] }, { "cell_type": "code", + "execution_count": 36, "id": "060fb4f2", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:48.081092Z", "start_time": "2025-10-06T03:32:48.072443Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.976883Z", + "iopub.status.busy": "2026-07-08T10:00:29.976597Z", + "iopub.status.idle": "2026-07-08T10:00:29.995829Z", + "shell.execute_reply": "2026-07-08T10:00:29.994835Z" } }, - "source": [ - "bm.vector_grad(f, argnums=(0, 1))(a, b)" - ], "outputs": [ { "data": { "text/plain": [ - "(Array([[0.29724902, 0.56243956, 0.7139168 ],\n", - " [0.43755704, 0.40861055, 0.31315213]], dtype=float32),\n", - " Array([[0. , 0.8268384, 1.4004612],\n", - " [2.697572 , 3.6508353, 4.748515 ]], dtype=float32))" + "(Array([[0.81927425, 0.7086375 , 0.43004632],\n", + " [0.18393593, 0.16532262, 0.36084965]], dtype=float32),\n", + " Array([[0. , 0.7055728, 1.8056136],\n", + " [2.9488146, 3.9449582, 4.66312 ]], dtype=float32))" ] }, "execution_count": 36, @@ -1199,7 +1420,9 @@ "output_type": "execute_result" } ], - "execution_count": 36 + "source": [ + "bm.vector_grad(f, argnums=(0, 1))(a, b)" + ] }, { "cell_type": "markdown", @@ -1211,13 +1434,21 @@ }, { "cell_type": "code", + "execution_count": 37, "id": "34e4f7bd", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:48.103900Z", "start_time": "2025-10-06T03:32:48.098973Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:29.997840Z", + "iopub.status.busy": "2026-07-08T10:00:29.997619Z", + "iopub.status.idle": "2026-07-08T10:00:30.002658Z", + "shell.execute_reply": "2026-07-08T10:00:30.001754Z" } }, + "outputs": [], "source": [ "class Test(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -1229,22 +1460,24 @@ " return self.x ** 2 + self.y ** 3 + 10\n", "\n", "t = Test()" - ], - "outputs": [], - "execution_count": 37 + ] }, { "cell_type": "code", + "execution_count": 38, "id": "91fb638c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:48.265004Z", "start_time": "2025-10-06T03:32:48.123612Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:30.004243Z", + "iopub.status.busy": "2026-07-08T10:00:30.004093Z", + "iopub.status.idle": "2026-07-08T10:00:30.201035Z", + "shell.execute_reply": "2026-07-08T10:00:30.200129Z" } }, - "source": [ - "bm.vector_grad(t, grad_vars=t.x)()" - ], "outputs": [ { "data": { @@ -1257,20 +1490,26 @@ "output_type": "execute_result" } ], - "execution_count": 38 + "source": [ + "bm.vector_grad(t, grad_vars=t.x)()" + ] }, { "cell_type": "code", + "execution_count": 39, "id": "678e2a24", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:48.307732Z", "start_time": "2025-10-06T03:32:48.296920Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:30.202597Z", + "iopub.status.busy": "2026-07-08T10:00:30.202449Z", + "iopub.status.idle": "2026-07-08T10:00:30.217816Z", + "shell.execute_reply": "2026-07-08T10:00:30.216969Z" } }, - "source": [ - "bm.vector_grad(t, grad_vars=(t.x, ))()" - ], "outputs": [ { "data": { @@ -1283,20 +1522,26 @@ "output_type": "execute_result" } ], - "execution_count": 39 + "source": [ + "bm.vector_grad(t, grad_vars=(t.x, ))()" + ] }, { "cell_type": "code", + "execution_count": 40, "id": "d3279ad8", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:48.337759Z", "start_time": "2025-10-06T03:32:48.325688Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:30.219526Z", + "iopub.status.busy": "2026-07-08T10:00:30.219350Z", + "iopub.status.idle": "2026-07-08T10:00:30.236088Z", + "shell.execute_reply": "2026-07-08T10:00:30.235243Z" } }, - "source": [ - "bm.vector_grad(t, grad_vars=(t.x, t.y))()" - ], "outputs": [ { "data": { @@ -1310,7 +1555,9 @@ "output_type": "execute_result" } ], - "execution_count": 40 + "source": [ + "bm.vector_grad(t, grad_vars=(t.x, t.y))()" + ] }, { "cell_type": "markdown", @@ -1346,13 +1593,21 @@ }, { "cell_type": "code", + "execution_count": 41, "id": "13ff570b", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:48.355466Z", "start_time": "2025-10-06T03:32:48.351026Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:30.237964Z", + "iopub.status.busy": "2026-07-08T10:00:30.237815Z", + "iopub.status.idle": "2026-07-08T10:00:30.241227Z", + "shell.execute_reply": "2026-07-08T10:00:30.240106Z" } }, + "outputs": [], "source": [ "import jax.numpy as jnp\n", "\n", @@ -1360,48 +1615,56 @@ " a = 4 * x[1] ** 2 - 2 * x[2]\n", " r = jnp.asarray([x[0] * y[0], 5 * x[2] * y[1], a, x[2] * jnp.sin(x[0])])\n", " return r, a" - ], - "outputs": [], - "execution_count": 41 + ] }, { "cell_type": "code", + "execution_count": 42, "id": "1aefb47d", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:48.898914Z", "start_time": "2025-10-06T03:32:48.373974Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:30.243767Z", + "iopub.status.busy": "2026-07-08T10:00:30.243559Z", + "iopub.status.idle": "2026-07-08T10:00:31.148897Z", + "shell.execute_reply": "2026-07-08T10:00:31.147963Z" } }, + "outputs": [], "source": [ "_x = bm.array([1., 2., 3.])\n", "_y = bm.array([10., 5.])\n", " \n", "grads, vec, aux = bm.jacobian(f1, return_value=True, has_aux=True)(_x, _y)" - ], - "outputs": [], - "execution_count": 42 + ] }, { "cell_type": "code", + "execution_count": 43, "id": "a6ea00cb", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:48.914496Z", "start_time": "2025-10-06T03:32:48.909924Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:31.150643Z", + "iopub.status.busy": "2026-07-08T10:00:31.150484Z", + "iopub.status.idle": "2026-07-08T10:00:31.156341Z", + "shell.execute_reply": "2026-07-08T10:00:31.155341Z" } }, - "source": [ - "grads" - ], "outputs": [ { "data": { "text/plain": [ - "Array(value=Array([[10. , 0. , 0. ],\n", - " [ 0. , 0. , 25. ],\n", - " [ 0. , 16. , -2. ],\n", - " [ 1.6209068 , 0. , 0.84147096]]),\n", + "Array(value=Array([[10. , 0. , 0. ],\n", + " [ 0. , 0. , 25. ],\n", + " [ 0. , 16. , -2. ],\n", + " [ 1.6209068, 0. , 0.841471 ]]),\n", " dtype=float32)" ] }, @@ -1410,25 +1673,31 @@ "output_type": "execute_result" } ], - "execution_count": 43 + "source": [ + "grads" + ] }, { "cell_type": "code", + "execution_count": 44, "id": "c08984b8", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:48.938058Z", "start_time": "2025-10-06T03:32:48.933272Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:31.157968Z", + "iopub.status.busy": "2026-07-08T10:00:31.157805Z", + "iopub.status.idle": "2026-07-08T10:00:31.163627Z", + "shell.execute_reply": "2026-07-08T10:00:31.162574Z" } }, - "source": [ - "vec" - ], "outputs": [ { "data": { "text/plain": [ - "Array([10. , 75. , 10. , 2.5244129], dtype=float32)" + "Array([10. , 75. , 10. , 2.524413], dtype=float32)" ] }, "execution_count": 44, @@ -1436,20 +1705,26 @@ "output_type": "execute_result" } ], - "execution_count": 44 + "source": [ + "vec" + ] }, { "cell_type": "code", + "execution_count": 45, "id": "2b64116c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:48.961029Z", "start_time": "2025-10-06T03:32:48.955976Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:31.165227Z", + "iopub.status.busy": "2026-07-08T10:00:31.165044Z", + "iopub.status.idle": "2026-07-08T10:00:31.170026Z", + "shell.execute_reply": "2026-07-08T10:00:31.169137Z" } }, - "source": [ - "aux" - ], "outputs": [ { "data": { @@ -1462,7 +1737,9 @@ "output_type": "execute_result" } ], - "execution_count": 45 + "source": [ + "aux" + ] }, { "cell_type": "markdown", @@ -1474,13 +1751,21 @@ }, { "cell_type": "code", + "execution_count": 46, "id": "4f451a90", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:48.978918Z", "start_time": "2025-10-06T03:32:48.974211Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:31.171704Z", + "iopub.status.busy": "2026-07-08T10:00:31.171527Z", + "iopub.status.idle": "2026-07-08T10:00:31.175718Z", + "shell.execute_reply": "2026-07-08T10:00:31.174746Z" } }, + "outputs": [], "source": [ "class Test(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -1494,48 +1779,56 @@ " d = self.x[2] * jnp.sin(self.x[0])\n", " r = jnp.asarray([a, b, c, d])\n", " return r, (c, d)" - ], - "outputs": [], - "execution_count": 46 + ] }, { "cell_type": "code", + "execution_count": 47, "id": "5f68ee77", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:49.078918Z", "start_time": "2025-10-06T03:32:48.993177Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:31.177799Z", + "iopub.status.busy": "2026-07-08T10:00:31.177628Z", + "iopub.status.idle": "2026-07-08T10:00:31.331374Z", + "shell.execute_reply": "2026-07-08T10:00:31.330437Z" } }, + "outputs": [], "source": [ "t = Test()\n", "f_grad = bm.jacobian(t, grad_vars=t.x, argnums=0, has_aux=True, return_value=True)\n", "\n", "(var_grads, arg_grads), value, aux = f_grad(_y)" - ], - "outputs": [], - "execution_count": 47 + ] }, { "cell_type": "code", + "execution_count": 48, "id": "3db0d7d1", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:49.089721Z", "start_time": "2025-10-06T03:32:49.084282Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:31.333208Z", + "iopub.status.busy": "2026-07-08T10:00:31.333027Z", + "iopub.status.idle": "2026-07-08T10:00:31.338516Z", + "shell.execute_reply": "2026-07-08T10:00:31.337633Z" } }, - "source": [ - "var_grads" - ], "outputs": [ { "data": { "text/plain": [ - "Array([[10. , 0. , 0. ],\n", - " [ 0. , 0. , 25. ],\n", - " [ 0. , 16. , -2. ],\n", - " [ 1.6209068 , 0. , 0.84147096]], dtype=float32)" + "Array([[10. , 0. , 0. ],\n", + " [ 0. , 0. , 25. ],\n", + " [ 0. , 16. , -2. ],\n", + " [ 1.6209068, 0. , 0.841471 ]], dtype=float32)" ] }, "execution_count": 48, @@ -1543,20 +1836,26 @@ "output_type": "execute_result" } ], - "execution_count": 48 + "source": [ + "var_grads" + ] }, { "cell_type": "code", + "execution_count": 49, "id": "82547a2f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:49.110616Z", "start_time": "2025-10-06T03:32:49.105696Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:31.340067Z", + "iopub.status.busy": "2026-07-08T10:00:31.339927Z", + "iopub.status.idle": "2026-07-08T10:00:31.344745Z", + "shell.execute_reply": "2026-07-08T10:00:31.343051Z" } }, - "source": [ - "arg_grads" - ], "outputs": [ { "data": { @@ -1573,25 +1872,31 @@ "output_type": "execute_result" } ], - "execution_count": 49 + "source": [ + "arg_grads" + ] }, { "cell_type": "code", + "execution_count": 50, "id": "382e1ab2", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:49.132123Z", "start_time": "2025-10-06T03:32:49.127084Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:31.346737Z", + "iopub.status.busy": "2026-07-08T10:00:31.346534Z", + "iopub.status.idle": "2026-07-08T10:00:31.351918Z", + "shell.execute_reply": "2026-07-08T10:00:31.351064Z" } }, - "source": [ - "value" - ], "outputs": [ { "data": { "text/plain": [ - "Array([10. , 75. , 10. , 2.5244129], dtype=float32)" + "Array([10. , 75. , 10. , 2.524413], dtype=float32)" ] }, "execution_count": 50, @@ -1599,25 +1904,31 @@ "output_type": "execute_result" } ], - "execution_count": 50 + "source": [ + "value" + ] }, { "cell_type": "code", + "execution_count": 51, "id": "de401f68", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:32:49.158820Z", "start_time": "2025-10-06T03:32:49.154360Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:00:31.353930Z", + "iopub.status.busy": "2026-07-08T10:00:31.353790Z", + "iopub.status.idle": "2026-07-08T10:00:31.359542Z", + "shell.execute_reply": "2026-07-08T10:00:31.358449Z" } }, - "source": [ - "aux" - ], "outputs": [ { "data": { "text/plain": [ - "(Array(10., dtype=float32), Array(2.5244129, dtype=float32))" + "(Array(10., dtype=float32), Array(2.524413, dtype=float32))" ] }, "execution_count": 51, @@ -1625,7 +1936,9 @@ "output_type": "execute_result" } ], - "execution_count": 51 + "source": [ + "aux" + ] }, { "cell_type": "markdown", @@ -1652,7 +1965,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/tutorial_advanced/integrate_flax_into_brainpy.ipynb b/docs/tutorial_advanced/integrate_flax_into_brainpy.ipynb index 42a562e25..7eb821b06 100644 --- a/docs/tutorial_advanced/integrate_flax_into_brainpy.ipynb +++ b/docs/tutorial_advanced/integrate_flax_into_brainpy.ipynb @@ -21,11 +21,25 @@ "start_time": "2023-05-20T14:58:20.859311700Z" }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T15:15:12.110183Z", + "iopub.status.busy": "2026-07-08T15:15:12.109919Z", + "iopub.status.idle": "2026-07-08T15:15:16.358652Z", + "shell.execute_reply": "2026-07-08T15:15:16.357618Z" + }, "pycharm": { "is_executing": true } }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", @@ -40,7 +54,13 @@ "end_time": "2023-05-20T14:58:22.789897100Z", "start_time": "2023-05-20T14:58:22.775687200Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T15:15:16.361258Z", + "iopub.status.busy": "2026-07-08T15:15:16.360900Z", + "iopub.status.idle": "2026-07-08T15:15:16.364361Z", + "shell.execute_reply": "2026-07-08T15:15:16.363421Z" + } }, "outputs": [], "source": [ @@ -56,7 +76,13 @@ "end_time": "2023-05-20T14:58:22.806933500Z", "start_time": "2023-05-20T14:58:22.790896Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T15:15:16.366338Z", + "iopub.status.busy": "2026-07-08T15:15:16.366042Z", + "iopub.status.idle": "2026-07-08T15:15:16.369727Z", + "shell.execute_reply": "2026-07-08T15:15:16.368405Z" + } }, "outputs": [], "source": [ @@ -65,22 +91,28 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2023-05-20T15:13:00.928515700Z", "start_time": "2023-05-20T15:13:00.912573Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T15:15:16.371519Z", + "iopub.status.busy": "2026-07-08T15:15:16.371365Z", + "iopub.status.idle": "2026-07-08T15:15:16.375891Z", + "shell.execute_reply": "2026-07-08T15:15:16.374960Z" + } }, "outputs": [ { "data": { "text/plain": [ - "'2.4.1'" + "'2.8.0'" ] }, - "execution_count": 10, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -109,13 +141,19 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2023-05-20T14:58:22.820077600Z", "start_time": "2023-05-20T14:58:22.808986800Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T15:15:16.377545Z", + "iopub.status.busy": "2026-07-08T15:15:16.377408Z", + "iopub.status.idle": "2026-07-08T15:15:16.381586Z", + "shell.execute_reply": "2026-07-08T15:15:16.380651Z" + } }, "outputs": [], "source": [ @@ -147,13 +185,19 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2023-05-20T14:58:22.838587100Z", "start_time": "2023-05-20T14:58:22.821079400Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T15:15:16.383970Z", + "iopub.status.busy": "2026-07-08T15:15:16.383806Z", + "iopub.status.idle": "2026-07-08T15:15:16.387078Z", + "shell.execute_reply": "2026-07-08T15:15:16.386296Z" + } }, "outputs": [], "source": [ @@ -185,23 +229,21 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2023-05-20T14:58:24.465237300Z", "start_time": "2023-05-20T14:58:22.836586800Z" }, - "collapsed": false - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:absl:No GPU/TPU found, falling back to CPU. (Set TF_CPP_MIN_LOG_LEVEL=0 and rerun for more info.)\n" - ] + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T15:15:16.388666Z", + "iopub.status.busy": "2026-07-08T15:15:16.388528Z", + "iopub.status.idle": "2026-07-08T15:15:18.724722Z", + "shell.execute_reply": "2026-07-08T15:15:18.723295Z" } - ], + }, + "outputs": [], "source": [ "net = Network()\n", "opt = bp.optim.Momentum(0.1)" @@ -218,15 +260,390 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2023-05-20T14:58:24.589939500Z", "start_time": "2023-05-20T14:58:24.466823Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T15:15:18.726785Z", + "iopub.status.busy": "2026-07-08T15:15:18.726618Z", + "iopub.status.idle": "2026-07-08T15:15:33.765265Z", + "shell.execute_reply": "2026-07-08T15:15:33.762724Z" + } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Downloading http://yann.lecun.com/exdb/mnist/train-images-idx3-ubyte.gz\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Failed to download (trying next):\n", + "HTTP Error 404: Not Found\n", + "\n", + "Downloading https://ossci-datasets.s3.amazonaws.com/mnist/train-images-idx3-ubyte.gz\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Downloading https://ossci-datasets.s3.amazonaws.com/mnist/train-images-idx3-ubyte.gz to D:\\data/MNIST/raw/train-images-idx3-ubyte.gz\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 0%| | 0/9912422 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 5 + "source": [ + "analyzer = bp.analysis.PhasePlane2D(\n", + " model=[int_s1, int_s2],\n", + " target_vars={'s1': [0, 1], 's2': [0, 1]},\n", + " pars_update={'mu': 0.},\n", + " resolutions=0.001,\n", + ")\n", + "analyzer.plot_vector_field()\n", + "analyzer.plot_nullcline(coords=dict(s2='s2-s1'),\n", + " x_style={'fmt': '-'},\n", + " y_style={'fmt': '-'})\n", + "analyzer.plot_fixed_point()\n", + "analyzer.show_figure()" + ] }, { "cell_type": "markdown", @@ -297,62 +368,95 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "e517846e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:18.013720Z", "start_time": "2025-10-06T03:34:14.131440Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:54:05.858707Z", + "iopub.status.busy": "2026-07-08T14:54:05.858503Z", + "iopub.status.idle": "2026-07-08T14:54:09.260938Z", + "shell.execute_reply": "2026-07-08T14:54:09.259909Z" } }, - "source": [ - "analyzer = bp.analysis.PhasePlane2D(\n", - " model=[int_s1, int_s2],\n", - " target_vars={'s1': [0, 1], 's2': [0, 1]},\n", - " pars_update={'mu': 30., 'coh': 0.},\n", - " resolutions=0.001,\n", - ")\n", - "analyzer.plot_vector_field()\n", - "analyzer.plot_nullcline(coords=dict(s2='s2-s1'),\n", - " x_style={'fmt': '-'},\n", - " y_style={'fmt': '-'})\n", - "analyzer.plot_fixed_point()\n", - "analyzer.show_figure()" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "I am creating the vector field ...\n", + "I am creating the vector field ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am computing fx-nullcline ...\n", - "I am evaluating fx-nullcline by optimization ...\n", + "I am evaluating fx-nullcline by optimization ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am computing fy-nullcline ...\n", - "I am evaluating fy-nullcline by optimization ...\n", + "I am evaluating fy-nullcline by optimization ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am searching fixed points ...\n", "I am trying to find fixed points by optimization ...\n", - "\tThere are 1212 candidates\n", - "I am trying to filter out duplicate fixed points ...\n", + "\tThere are 1212 candidates\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am trying to filter out duplicate fixed points ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "\tFound 3 fixed points.\n", - "\t#1 s1=0.658694232143127, s2=0.05180719943991292 is a stable node.\n", - "\t#2 s1=0.42445578984858406, s2=0.42445562837314044 is a saddle node.\n", - "\t#3 s1=0.05180717720080611, s2=0.6586942355713471 is a stable node.\n" + "\t#1 s1=0.658694232143127, s2=0.05180719943991286 is a stable node.\n", + "\t#2 s1=0.42445578984858434, s2=0.4244556283731409 is a saddle node.\n", + "\t#3 s1=0.05180717720080612, s2=0.658694235571347 is a stable node.\n" ] }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 6 + "source": [ + "analyzer = bp.analysis.PhasePlane2D(\n", + " model=[int_s1, int_s2],\n", + " target_vars={'s1': [0, 1], 's2': [0, 1]},\n", + " pars_update={'mu': 30., 'coh': 0.},\n", + " resolutions=0.001,\n", + ")\n", + "analyzer.plot_vector_field()\n", + "analyzer.plot_nullcline(coords=dict(s2='s2-s1'),\n", + " x_style={'fmt': '-'},\n", + " y_style={'fmt': '-'})\n", + "analyzer.plot_fixed_point()\n", + "analyzer.show_figure()" + ] }, { "cell_type": "markdown", @@ -366,62 +470,95 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "7a06bd7b", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:21.433805Z", "start_time": "2025-10-06T03:34:18.017504Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:54:09.262779Z", + "iopub.status.busy": "2026-07-08T14:54:09.262632Z", + "iopub.status.idle": "2026-07-08T14:54:12.941404Z", + "shell.execute_reply": "2026-07-08T14:54:12.940352Z" } }, - "source": [ - "analyzer = bp.analysis.PhasePlane2D(\n", - " model=[int_s1, int_s2],\n", - " target_vars={'s1': [0, 1], 's2': [0, 1]},\n", - " pars_update={'mu': 30., 'coh': 0.14},\n", - " resolutions=0.001,\n", - ")\n", - "analyzer.plot_vector_field()\n", - "analyzer.plot_nullcline(coords=dict(s2='s2-s1'),\n", - " x_style={'fmt': '-'},\n", - " y_style={'fmt': '-'})\n", - "analyzer.plot_fixed_point()\n", - "analyzer.show_figure()" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "I am creating the vector field ...\n", + "I am creating the vector field ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am computing fx-nullcline ...\n", - "I am evaluating fx-nullcline by optimization ...\n", + "I am evaluating fx-nullcline by optimization ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am computing fy-nullcline ...\n", - "I am evaluating fy-nullcline by optimization ...\n", + "I am evaluating fy-nullcline by optimization ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am searching fixed points ...\n", "I am trying to find fixed points by optimization ...\n", - "\tThere are 1212 candidates\n", - "I am trying to filter out duplicate fixed points ...\n", + "\tThere are 1212 candidates\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am trying to filter out duplicate fixed points ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "\tFound 3 fixed points.\n", - "\t#1 s1=0.6679776124172941, s2=0.0458302222610069 is a stable node.\n", - "\t#2 s1=0.3845586078985554, s2=0.4536309035289826 is a saddle node.\n", - "\t#3 s1=0.05911003280235088, s2=0.6481046659437736 is a stable node.\n" + "\t#1 s1=0.6679776124172938, s2=0.045830222261007005 is a stable node.\n", + "\t#2 s1=0.3845586078985555, s2=0.4536309035289821 is a saddle node.\n", + "\t#3 s1=0.059110032802350866, s2=0.6481046659437737 is a stable node.\n" ] }, { "data": { + "image/png": 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8K9zXtOqQ3LRAq8FbV+RmcwLO6WSwWniupqWA9qJjmqExvruzY2qr1a5eYtGK3Njd+ohBS72O2zYQMbHqDaMBrUqpWhBCUOSqKFSqKPFi009FlFDihY4/hXKr7UnLbRrLxjVByST/O9/5Dvbt2weHw4FAIIBLL70UxaIc8XvBC16Az332c/jDN/4hrLbm71wranHHHXfA7/fjJz/5Cfbu3Qu3243X/d7rEIlG1PdcdsVl+OBHPlj3HF155ZV4+9vfrnmoWuRidW0Vb/vTt2F0dBQulwsXXHABHnzwQc3tr/mza/AHb/6Duv1f96HrcP0N1yMQCGB8fBw33nhj3TaZTAbveMc7EAqFMBocxate+yo88eQTde/RS666gSRKyG9oC3ntXntH7VoxVWxrC2F1WjF3/lzL6EM7rc3IdP9M/KpctX06it5MR/V4HCASQexYTC6YaPPR/il/V+k4sSqqLsHNByH7MLXaP23pPP+0i/7Y3DbMXTAH71j/zQef9z43ZtFNKfhom8iNXpx2ctOiRFuveK9VunF0Tp/pVqvIjV4xcLeVUq0iN6dbb0MzdMfoVbkq4uwbftqPw+qIZz59OZybk067ezgajeLNb34zPve5z+H1r3898vk8fvWrXxkiR1oolUr4u7/7O3zjG98AkQje9ra34WPXfwx3fO2O+o/Qk1Zr8PgB5CKIy159Gaamp/DDH/4Q4+PjePTRRzXHBUKatweA//jf/4H3v+/9ePDBB/HAAw/g7W9/Oy655BK88pWvBAD8wR/8ARwOB3784x/DwTrw1X/9Kq543RV44tEnMDoqT2q99gTRQiFRaPkddBISA2hbnuzwOTC9b7plao0rcigmtVPbFNPfqE0pVYLVYQVf5jUXs6FtoZ5HbwkhiByJqOl8q9OKKldtiuB7Qh6M7Rjrilhlo9m2i3RJlMDa2KYFrs1tg8VhQSHevnoLRF58NC4M/FNyGkqqSlh/Zh3BhaBup2szGJKbFuhGczOiam40CIbOe7JbX4xWeU89q51aA79G6NHciILYcsWmh7FLgtQycqRnUCESaV1GrpcctSoD1xn56Rat9DaDKkPvFp28WSKRCARBwFVXXYW5uTkAwL59++re1277VtegWq3i9ttvx/bt21Hlqnj3u96Nmz97c917KEqfs7HW/r/9X99GIpnAQw8/pLpB79ixQ3v7Fimlc84+BzfceANomsbOnTvx5S9/GXfffTde+cpX4r777sNvf/tbxGIxsAyLarmKWz5zC/77R/+NO39wJ/7sT/9MvgYD0NtwJQ6MhWlaKFE0Bc+Yp+22kiSBr2g/gxRNYfrAdNvvoJKrgLWzoBm66VkemRrpmysxX+YROx6DJEqyo7uTrYsCO/1O+Kf8Pd0nIXLEptakkC/xsNgtkGhJvf5OvxPje7vrE0YkgvRqaz8hBQInt85RFpnugBuB+QCWHlnStR9JkMBaWQi8IEfr94zDHXSrrvOSIEHkRUwfmB72lho0msiNTp0BUJ+WIoTUfXmUTnZDMbJFu9KXp/b1TiCEwOK0yDeQINaxf71uqnavXS3Hrh2k9ZAjpSeVFkHTE/khhMDpd8okpypsER0Kupg+IQQOv2Nr+5oolC5XXkJg99oh8AIkQZJ1A5unMqjIDWtlYffaQQipEzfr0ds4LAye/MSlEDa3IWTLJ4VmaFidnQkqkQj4crXudwU2d2tRt6Pm/qJpWo1c1G5PMzQOHDiAV7ziFdi3bx8uv/xyXHbZZXjjG9+IkZEtK/k64XPN7toRfKfTie3bt6vbT0xMIBaPgaKorSiK3rGU2hoHlPN94okncGD/gaY2F3Ug9ZFH5TyUa7DvnH11Y8nExITaA+rQoUMoFApNn18ul3Hy1Mm6z+s3SqkSxKoIq8sKmqHVaKIn5OkYOUqvpFvqBkPbQm3HUkmUkFhMqM+91Snr5LgCB5qh+xa1IZJsmKeQWmX8c/gcKOfKoGl5ku71ZJxcTMrO7g2oVqpy6xu7BTRLY/KcSUO+QVooJAttDVprwZd4tVVNcCEot7IxAIEX4BhxYHyXfM3WnlyrKzQpZUrIRrJdaYfaYUhuWsA/6Uc+lt8KTRP5odOjTlfIjUBkrxvX5oBPMzTcIX3qdqfPWXfDUwwFp9fZ1sCOEIJcNIdSRh6UaqM3NEPDFXDpGhRZqxySVB4CiqLA2Bjdje5oltYkNk6/vm7AFE2hlCnV/W6xW+AJeXQP6qVMSZ3QKYqCxWGBK+DSveIrpUtbK/fN3lQOn2NgzsSVQqUuNcXaWNhcNl0lkxRFwcEyEBq+A4qmwFpZXddAFEQwDdEBiqbAsIzu1GRj5EPRiVA0BZqi8bOf/Qz3338/fvrTn+JLX/oSrr/+ejz44INYWFhQt1fvI7I5qW+S/lawWLaIm7J/NT20uUBpvAeV9hVNxy9s7V8hRg6no+09KIlSU9Sq0WunUUNEUZSa1ioUCpiYmMA999yDaqVat7Dw+eXqJLONZI2gkquoqVklcsJYGDh8Dl2NDlMrKc3XLQ5Lx8kss56pm4AVomj32uGb8PUtapNcTmqmg8vZMuweO0bnRnXZUBhBerV9ybfACRidGcXIzEhPUpGxE52rsGrBWlmMzoxi8beLug39auH0OlHKlBA/HtfuLXUiDteoq+fXFRgKiluCYRl1oKqFnrSU3cLAsSm8qisHb6MVaETjjUBEUreS1EJ6JY3o0ShyG7mmtJQkSsjH8jhx/4mO/glEInWDCyEEQkXQfQO20ovYPPpSQo16GyIR8CW+o5BWAVfk6qJdhGxur6MflbL/xn5ESmfuQayYCSFNbp0CJ6jNM/VAayAhhOj3VtHaXiK6BIVtt6/xZqEoCpdccgk+9alP4bHHHoPVasWdd96pvrfxWVOioHqdjZuOgQChYAjRjS0rfVEU8dRTT+k+h3POPgeHDh1CKqU9eesZH4hEWqZ9Dx48iGg0CoZhsDC3gO3bt6s/wUAQhJCBNIrMRDJNr4lVETa3rWP0sJwrt0zJhXeF2z5DoiC2HJ+sTiv8E/62+zaLcq7ctuw8MBeAJ9g+FWcU2WgWsePtyYZv3IfgtmDX4mkiESwfWm7b7kYLxVQRJx44YYrYAPI5tmqaCcjPWPRotOetF4AhuWmJVukfva6N/k0iYLZiSms/nfQ2+YR2ZUPj52qVAdaiVdhSL7lpVamkl1y0rJRy63QmbiUG1lsp1YKc6SVX3aJa1q6U0tvaopXeRW8HaqCFFUEX5Lz2GADgwQcfxE033YSHH34Yy8vL+N73vod4PI69e/cCACrlCg49cQiHnjgEnuexHlnHoScOqamZjscvabcseNnLXoa77roLd911F44cOYK/+Iu/QCaTad6+hbPxm970JoyPj+PKK6/Er3/9a5w8eRLf/e538cADD+g6LuWzq+Wq5jW69NJLcdFFF+H1V74eP7/751haWsIDDz6AGz59Ax559BEwbP+jNqIgtnTl9U10FhKnlrWJH2tjOxp8ppZTmsSIoihdDX/NQBIkRA5HWv7dN+Ez7SfTCoVEoWW/KgXuoFsmg11+36IgYvGRRZTTJtsbdME79KTASukSctHWLtBmMSQ3LdBNKTgARDYFqYuFmty7AbtOM+TGSGivHRNvaeCn8/Nbrdr02mtrkSOapXWvXrTEwIxFfzpFS8yrp0qpVyhlS5qv6yWH3bYb6AU5ajVBKc+V1+vFvffeiyuuuAK7du3Cxz/+cdx666149atfDQBYXV3Fi178IrzoxS9CNBrFbV+8DS968Yvw53/x5/r234JcXfNn1+Dqq6/G2972Nrz0pS/Ftm3b8LKXvax5+xZVkQ6nAz/96U8xNjaGK664Avv27cMtt9yies4YmYhaXaMf//jHePElL8a73vMu7Du4D2/707dheXkZY2NjAxES5zZymveQO+juWFDAl/mW/jBjO8fabitwQkuxq3/K35fUBSD3jqqWW4x5DgvGdrQ/bqMoZUodvWycficm9nbvfixJElafWO1bY89eIX5SO23VDSjSj3jQGYxcLgefz4dsNtu2QzghBM/+8tmm1yfPnoQn1Dk8Of/Ru9T//+RVcjUFY2Gw4xLtyopGLD261BRB8E/5Ed7ZumVBIVHA2lNrHT+boilse9G2lmQhG81qrip2vmSnrgly49mNJoEcY2Ww42J9575yaAWldP0E7/A7MHvurK7tFx9qbtrmGnVhev+06e2dfidmzp3RtX23iByONK2cKZrCzhfv1BzsKpUKTp06hYWFBdjtshBaa8VkdVp1fX+iIGoO9qyN1ScoJ6QlQdVb+skVuaYJlqIp3Wm5ptTiJvT6FPFlXpN82Fy29mmVqqg7hG+xWzRTTISQptSqun+DPkuN90YnEEKw+PCi5mQ4vX+6Y7uF6LNRZNebjf/sXjvmDs613VZr3ABkUr3tRdv6ko7Lx/NYf7oF0aCAuYNzPS0iqOQrWHl8pe1EbvfYMXNgpmsiK/AClh5Z0i0gPl2we+wY3zOu69nWO38DQ0FxSzRWOCgw0hCsG2ilBTpNTK5Rl1p+1w7BhfY5XK3BmbEwulf+Wh41RkqotSZGI1oTrtS8vd4BShIkzbSYXlfgXkArZejwthey1qJV5Ezv9v3qB6V3sNbS2xjZf7eRp1bb6zHO03uNaYZueT1adQEfRC+pcq6sSWwsdkvHyKvACchFtNMLwYX2KSW+xGvqfABgdFafN5ZRVLkqokdbp4aC88GeEhtCiFpm3gpWpxVT+6a6JjZ8hcfSQ0uGoiGMhQGRWls4tAQlL/4kUWqZ0tfcjJZTjSMzI325r4fkpg20yE2vQ2etYCYtRdEUvOPeljlvQCYJnaodtERnRkLCWpbrequMBF7Q1JvoNd9rteLVO0i10usMTG/DVTXJpe6UVKuJ3cDEqHmPdxCzd9weg+vC3XVaroVeR8+Eo6uakKFhcVhafh+txMaDMO7TiroAgG/S1/H+Sa+lNYWhdo+9Y3PHxKmE5jVnLAxGpjtXZxkFIQTRI9GWCwGHz9HTppyEEGwc3UAlX4HNZdNcQLE2FtP7p7sWD1fyFawcah8dUkCzNIILQVWLaUpfQ2TdDChomv9pweF1YHzPeF+rT4fkpg1optllsStyY4CcmiE3gCx+a0duwrvbVysA2pEb3XobUduAr9u2CXojN906C7c0zxtQ5KaxSkqBw//80dt03L5bctSmi3ZX2+vYf6drRDFUW2JDCOn6+M1CrIp1RnIqqM6OxKLQ2tJ/dGa07XWp5CvIx7WLIQLzgZ72H1Iq7irZSksdCs3Qst6lR9EEQgjiJ+Jqny6uxMHusdeNVYyFwcyBma51RflYHpEjEV0ZBk/Ig/DuMGLHY70R9JLOPmwUTSG0LQT/lL/vUcghuWkDLRIwqLSUWXJjdVhhsVs0CYp/0q8rAqElKNbTMBNo381bD1q2TeiC3DBW/WJirbCqxW7pWx+bRmhWsVH6I0ddRz26TEm1qjLS2+gSaEGODPRSatfsspvt9bqDtwJFyx3p2w3qWi0fgMGkpLLRrOa+PSFPx/s/u57VvG4Wh6Wjt1dyWbsE22K39Kz0u5gqYuPYBgRegCfkQSVfgSiIsHvtTc98eFe4p+Ll5GKyXihN5HHK4d00B2RoTO+f7iqKQQhBainVth+XAoqmEFwIwjXqwvKjyy3HbK3tOs1/1VIVdp8dlWzzOOrwbUZr+thyoRbDaqk20BrM9EZuXjznb3pNb7VUqwlC7wTTiogEt3UupVQ8bRqhp+0C0Ibc6BWSakRuLA6L7nPXqpTSG7UhhGhGbgapt9GqlLK77T3pYt3N9oPS20hSs7eUkf13m5brWq/TZvDvRGyA05uSalXlpMdBli/zmrqYTlEbSZB1GnZvs4dUcCHYE18psSpi/el1VMtyr6ZcNAe+KPeNUve9Sb49Yx5dRpl6kVpJtfTtKefKcAVcmDpnqittjyTKpex6iA1jZVRx9tIjS7qJjd7IMbDZOqOGDFM0hbGdY5g5d2ZgxAYYkpu20Aqj643cvPuFcmVN3aOpt69Ui9Wz3tWv1mDCWBhdA6S42TKiEXpXMloPC83QYKz6BmetyI0hMbGWGFinmFnkRU29z6D0NpIoafYEMzKwtCLFuv1ttO5vA3qbnuhdNHY1yO21zrUb80NA1iLouoZE+1r3OyWlPDtWl7VuolWcuduhWqkiG81CrMqREItDHisYC9ORKKRWUhA4AZVcBRRNqfe6zW3r2L9KL4rpYttFaSVXAcMycAVcbatRjSKznkH8RLzl360uKyb2TOi2yNCCwAlYeXxFO53YANeoC9tetA3FVBHRI1FdcxnN0pjaPwXWyurPWtSkp5wjTiy8YAEjU/0RDbfDMC3VBhanBaIgyiHxzS9Gb3oj5JMHCJamYHXJKza9qQ0CAueIU3VIVgSOerfXWkHpNcCjGApOv1O1rJdEuXGbXnJjcVhgc9tAM3JfIbEqgrWyum9shcio2/OibjExzdCw2C2gGLlNgNKXSe+qiGZpuUWBnQVrYWWztUp1YOSGoii1YZ+iy6hyVd3mfXWfRVPyJC/pn9gB+d6r235zstU9MNW0vAC99bvunjhk80chVMSYs3LdMWyeA5GIqbSame1b6WX0VPsoehtlcaHsn6IMXH+TyG3k5D5qgrw4YW0srE4rvGFvx32nllPqNVdSPA6fA74JX9vrVq1U69o0SIKEcqYMu9eO8M7uzesUtGqCWwuKoTB51mTP9D25jRw2nt1o+XeLw4KZ/TNdVYFVChWsPbnWUcBLURTCu8Pwhr1ILiaRXErK/bLaGLkCW406U8spXeSpFjRLY2rfFFyjrtPW6HdIbtrAHXA3Ca30umRObzp5ViWCZKYMj4WBa7a9R4QChpU78damaKxOq/5yZo1VijekL9RK03RdXycAcAVcugmGwAlNqaVOqyFJlJCP5yEJEorpYlNPLL1VC9VKc6WR0++EK6DvupdzZRCJoFqqogr5c7xhr+62Ed1C2b8obUWQXKMu3ccvSRJoSR6c1QmaonRHzWrFrHW9kAyEkmv7OWHza1RW8ka2B9mKYBohx7VpHeUcGAtjqoy+dvtu0nK6U2INehtl/3oXJmZBCEF6rd48T1kUdBISV7kqspHmCivWxnbcNnEqoRkN8E/4e+stU+hcnkwkeSHWC3JTSBQQOdLa8Zi1sZg5MKN7oawFsSoitZTqSGwYC4Opc6ZgsVuwcmhFLVio5CqwOCwtzQsD8wF4xjxYPbSqO3VVt1+WgTvQW1dnoximpTRACEEpW9IUlyaWEogciTSZzDXCZmHg2lxtZjjjLRgaU1NGHjqt1IbeCUpLTGy16x9czaSV1p9ZR/RIFLHjsaZjZ6yM5vloQev7snvtuidGrUolh98xsJWH1j3lHNHXbBTQjhoYEaJqCoENCHnb6VX0otU5dLu9kWvo8Drwwx/9EACwtLQEq8OKxx9/vOO2RCJ457vfiT948x+or112xWX40Ec/pGvfWinRQQiJS5mSZuWQngaZ6WXt8u/AXJuu6ZCJvFaLB5vbBu947zQvrQwlGyFUhI7tEPSgmC7KpoAtMji9qIriihyWHllCPp5vmzK0uqyYOzgHSZSw+PBi3fimRCgbn23GKh+fO+DGyuMrpogN0DqCOUgMIzcNIIRg9dBqU/RCQSUnd2vOx/JYeOFC25vUb2VQFCRkeBFGvW0bJwlDA7zGBKO3dYAWkzey8m4cJGm2vd6GEIJiqtj2eE7+5iQ8Yx6M7x5vO1FqiYH1+sMA2pVKZlJCZlFMN18HI/l4SZKAhks9UGLRbQl5jZj463d8Hf/xv/8Dzxx+BgBw/vnn46abbsILX/jCltt3a/6n1SjXCLTEwN/692/BM9pZO0KIdjPNQQiJM6uZptdsLltHrZfACZrGe56Qp+2CRimN1kJoe6inZK6Vjk4L5VxZLRU3g3K2jLUn11reQzRLY/pAd1VRhWQBkWci6rNWzpY1K75cARcm9ky07TquROeUClPniBPje8aRXEq29DvSi0EWYbTCMHLTAL7EtyQ2tSAS6RhR8NvkgSltonlmE7kxMEk1rbQp/XqdbjxulO7dtbA5O9vF6xnA87F8WxIEtHb21QMiNVdKMVbGELHrBqIgNg1QjIXRLaYGzLla1+JMirrc+6t78Ydv/EP89P/7KR544AHMzMzgsssuw9pa6/YiXZMrLVditrsS9lA4BI+nM7mRRMm0cWA34Ms8CsnmKin/dGcfktRKSpNMjs61TyMXEgXNZ9UdcHdsrGkUxUz7MaMWdo/+KG8jJElCalX7egDymDy9f9qQU3stCCFIraSw9uRa033K5bk6wjQyM4LwzjDWn15vSWwUVPIVOP1OBOeDGN89jvUn17smNlaXFaGFUFef0QsMyU0DLHaLPpdRtkMjRSJHbgAgs5kX1Z0e0AjvG8oFNzxf3boL653gq5Vq06qlU8SIoqiO7qW1720FSZSacutWh1W3YK+SrzQNTE6f/pRQt9BKiRlJSZ0RKSWD23/nO9/Bvn374HA4EAgEcNmrLkOxKE9Gd3ztDvz5O/8cB88/iD179uCrX/0qJEnC3Xff3fLzbrzxRlx4yYX45v/+Jnafsxvh6TDe+va3Ip/fEkPOz8/jtttuq9vu3HPPxY033qhJTpSGmLV4+umn8drXvhZerxcejwcveclLcPz4cc3zf+WrXon3v//9dfu/6aabcM0118Dj8WB2dhb//M//XLfvldUVvOXqt2B8ZhyBQAC///u/j8XFxZbn3Q20jPcYloF3rH1qSOAFzT5Q7qC77QQuSZJ21IaSoza9RLsIUSNsbhsm9k6Y249EEHk6gkK8oBmxoCgK0/umTRcmEIlg49mNlueiFm7YWIzvHodr1IWlR5Z0LdK9YS8mzp6AxWHB4sOLuvRJjbDYLXD6nfCN+zBx1gTmz58fSIPXTjj9R3CGgWZojM50FrB2qgQAgBGruchNtyvwxt5SRoRrmmkpneTIbBm3nlJnm9vWtmkfV2huu2D36V8laQ0ERkqwu0W3Kak6ckMIUC2ClsoAX9T1I5XzQLVY90OLZVDVkr7tK3kQriDvW0GbEvJIJII3v/nNuOaaa3D48GH8z//8D37/tb/fRI6V+75UKqFarWJ0VPvZVKr7Tp46iR/e9UN87z+/h+/+53dx76/uxS233NL5+ukkd2tra/id3/kd2Gw2/OIXv8AjjzyCa665BnyleVHQ6txvvfVWXHDBBXjsscfwnve8B3/xF3+Bw88cBgBUq1X83ut/Dx63B/f84h78+te/htvtxqte9SrwfG87O0uCpCkG9k12HtvSK2lNQt1Ja5NZy2hGh0cmR3puxZ9cTnaMrttcNkyePYm58+dM6WCIRBA5HFGjX4pvjgpKbrZsttxb4AWsHFrR/J5q4fA6MHv+LKqVKlYPrXZMxVE0hfHd4whtD2Hj6AYihyO6dTKsjcXk2ZPYduE27PqdXdj2om2YOXcG43vG4R3z9sSbqBcYam40MDo7imw021aJrsfYamSTVBgVFHezglZYfC2MuOs2DjysldVvoKdBbvRofTpFbhTFf7uHRlNvY2CldLr1NlpiYiMhekmquWeEEuxf3GZo/wya5DqGQAOwA6i89yRgkY+7XUooEolAEARcddVVmJubgyiI2LWwq+49tZGnj3zkI5icnMSll16q+XmKXYIkSfiXf/wXeDweUBSFt771rbj77rvxmc98pu3x6418/cM//AN8Ph++9a1vwWKRJ8Ndu3ZpdhFvlW694oor8J73vEc9ry984Qv45b2/xK6du/Cd734HkiThH7/8j2qa5F//9V/h9/txzz334LLLLmt7HkaQjWq4ClOAf8rfdjuBF5qqqwBZ59GuykngBSQXm9MkNEsjMN+eFBmFwAtILbbpseexITgXhCtgvlSZEILo0WhT64hKriJrWQoVTOydgDtormqIK3JYe3KtY5f50dlR+Kf8iD4T1RWtsTqtmDx7EnyJx+JDi7o1STRLI7QQ0tVn7EzAkNxogGZohLaFEDmsXc7nDrh1VR8pnnv3RPJ43zljuvffqpxUD7RWKrr9dQhpitx0IyYG9EVurE4raLa5jxcAeeVzzmTHVVXXepuG7TumHXsIgROatEoWh8VQP69BtQUxgnZaqgMHDuAVr3gF9u3bh8svvxyveNkr8Puv/X2MjGxV6Cj3/C233IJvfetbuOeee2C3a0+eyr0zNzunalxolsbExARisVjHY9W6flrH//jjj+MlL3mJSmyA1v2gWj2z+/fvV/9PURTC4TDicTnl8MRTT+DEyRMITdanaCqVCk6cONHxPPRCq/wbkMXAndzI06vmojbZiHaLhsBcoOddv5cfW24p7B3fuxlh6GKCJkROFWlVfAEyuZo7OGe6pL1ROKwFxb/GHXRj49kNTUlBI7xhL4ILQcRPxg1514xMj/Rc7N1vDMlNC3jGPEivpTXLi/3Tfl2f8T8ROVRZauE43ArdRG4aU1IAdPucSILUtG8jodrGyA1jYXQNWhRFgbWxqoFYLcK7wh0jKFptE2hGPznhilzTeQ9Sb6OZktKpQwI0+mmxTvDvX9Qd5pckSbPk0+bqLAYHNsttle+e3TrudvcswzD42c9+hvvvvx8//elP8Q9f+Qd88oZP4t5f3Iv5+Xl1+7/7u7/DLbfcgp///Od1pKARSqVRLelQyqhro1o0TTdNetVqs1ZM2b4RDkczYdYUIlOt9U6NxIjC1jEWi0Wcd+55+Pd///cmchUK9U6TUkwVNVPQesq/Afn8aq+Za9TVdjFBJILcRg42lw2iIKpRcYvDonufehE/GW/p3zJx1kRHPVEnEEIQOx5rmSpSyqnNpNkIIUivpjtqhWqj2UuPLKFarrZdiFI0hfDOMGgLjaVHlnRHa6xOKybOmjAthD6dGJKbFqAoCuEdYSw9ulT/Oq1PAEtAELAxWNJu19IWvSY3eiM33YiJiUSatrc6O/fSqd2+EZ4xj67GeQInNEWsjPjbnG69TbcpqSYCTlGgnR5A5/cu8QJgqf+eaZYGZdM3OBNRAiz1+9IjZqYoCpdccgkuvuhifPgDH8aus3fhBz/6Ad537fsAAH9369/hpptuwk9+8hNccMEFrfdvoAQ8FAohEtmKyOZyOZw6dUqzUknr+Pfv34//9//9f1GtVlWS0o23TuOzfu6Bc/Gd730H4xPj8Pnam+B1A77Ew+a21VU42j12XSW8Slfn9HIamUgGRCIdozbptfQWgaZk8l7OlxHaFuqpRqNSqNS5HtdC0YR0A0IIEqcSLTugKz42ZvVDFEW1JGYKbC4bJs+ZRCldQuxYTCWZ1XJV03nY6rRi8qxJ8BUeiVMJXcSGZmmEd4bhGfP0ZZHHl3gInNBV64lOGAqK28DutTf1qTFiRX9BsOGL03mPaA6WOslNN2kprdW7EfO/Rot9Q2XMGivn8d3jurYVeAE2t61ukDSityGEyNvX9O4y4o/TLWiGht1rr4uwGXroNYS7Rp1WG8mIEX8VQkjT9p32/+CDD+Kmm27Cww8/jKXlJfzgv3+ARCKBPbv2AAA+//efxyc/+Ul8/etfx/z8PKLRKKLRKAqF5tUCAdlqF1Gzf63n9OUvfzm+8Y1v4Fe/+hWefPJJXH311XJFlHINqfbbX3vttcjlcnjTm96Ehx9+GMeOHcO//8e/49jxY3X3j97rp973m/t/0x++CYFAAFdeeSV+9atf4dSpU7jnnnvw3ve+F6urq7o+s+M+JTk6wBU48CVe7R81MqO//4/FZsHYzjFsu3AbwjvDbZ8XgWvQ2hB5QRGcD5rWo2hBFMSWBnrukLujY7IeJJeScrsJDdCs3N3byLinhbEdYy0X0O6gG9P7p5E4lcDGsxtN46bie6PAG/Zi+sA00qtprD+1Ls8tHb5id8CNhRcs6Gq9YRR8mUf0SBSnfnsKkSORvqbTh5GbDrB76g2S9DJyhmHwOztD+Oej8kOdszCY0hnas7lscq62pq+M3vYHNrdN1rAwcp8kiqF0H7PNbQPN0mBtLBhWtpzXmzO2OqzY8eIdsn6kyIMrcbqPGWgmdHafgU7YgqS6kFocFlgcFnhC+pvu8UVe3d7qtMLutQ8sDEsIQSFZqAvTe0IeQxqEcrYMwmxNkgyrv90A0KzZoVnaWD8qsT5yQjN0x+P3er249957cdtttyGXy2F2Zha3fOYWXH7Z5aBoCv/81X8Gz/N44xvfWLfdDTfcgBtvvFF7/zU9pVqlYj/2sY/h1KlTeO1rXwufz4e/+Zu/wcmTJ+V2Dw3XQAuBQAC/+MUv8KEPfQgvfelLwTAM9u/bjxe94EVqlSNFUbqb3ErVmnYTEoHL5cIvf/lLfOxjH8NVV12FfD6PqakpvOIVr4DX2xvn3nw8X1cswZd4+CZ8pqIarI3tKECOn4w3RaisLmtPmykSQrBxdEMz6tFNmXctUsspTUE0IN/z0/une9I2gqIpTJ49iaVHl+rOZ3R2FO6QG8uPL7eN7nAFDlaHFaOzo2BsDJYfXVa/b4ETWvaVolkaYzvG+kJqqpWqbA4YzarPqcAJyEayHe8fs6BIN5acz0Hkcjn4fD5ks1ldg8X64XXkN7aEVza3DfMXzOva1+Iji/jd/3oaAPD+s0P4i6sO6GL1YlXE8V8fV39nrSy2X7xd1z5L6RJWDq2ovzt8DsyeN6tr23wij/Wn1k1t2w0kScKxe4/VvRbeFe5YkcaXeYAAmUgG6ZUtcaRr1IXp/dO69k0IwYn7T9SFasf3jPdklacHXIHD4sOLda/Nnd9ZiJiNZlHKlGCxWRBfiaPqqWJudg42qw0Wh8VQ5KDRnp61sobsA7gi10QMjPSjaqw0omjK0Oq3m+0JIeCLfN0K2Mjxi1WxqZpF7/WXJKlJhM9YmK6s+RtRqVRw6tQpLCwswG63gxCCpYeXmvRxCy9c6HkpNgCUsiWsPLbS9PrMuTOGdGWdkF5NI3a8WThucVh64ruSWc+0bISpGPT18nwAmXQuPboEIhKEd4dBJFnr0ynaMTIzgtGZUSQXk5peRIC8gK69B1yjLoR3hzuKyY1C4ASZ1ESymtF51spi4cIF3YspI/P3MHLTAWyDlqCder0RtezXrjcKIUlNOVEjq+jG3lCdJilCCHLRHPgyr6mZGQS0NCfusfbh6rrBrGGRYWSQ4Ypc0/XuZx64EYVUfZqFtbIdI17lbLm+D07D7dG18Z6BiUBL72I0pdUYtTO0/263b2hWCRg7/qaWCZSBdg/V5mvf66qhRpTSpSZi4w66+/KsE0IQO9ZMODxjnp4SgXKujNiJ5v1QNIWpc6a6JjZ8iUc2ktWs6KQoClP7pnpObICtkm0Quct4q8osBTRLY2LPBGgLjeVHl9uWkAtVAaABmtqM1oz3Nloj8AJSyylk1jNtyZjAy9GbkeneisqBIbnpiG7t9xc8VpzK8+h03xAim0FpledVuSpWDq3A5rZhdGa0rYbGqIFfNpJtuSIpZ8uIn4jLnbENpJiMolHrQ7M0WLb9cdc96A3PTi6ek/06Jv0dJ5pSqp5YWZ3Wnq9e2qGYrK+U0uO70ankky/xYK2srolSa7A2ktLS6ofULbkyQi663V7z+HVOhlrEimEZ3RVmjaTaiKO0WWjpRUZnO5uWmkFmPdMUFaRoqqdOxGK1tc4mvCvctf6FL/NYeXwFAi+Atcnd6dXvbdOmotctI2rBWlisP7PesYGl3WPH+J5xZKPZuih2K0iihOBcEN6wt6eRQoEXkFpJIbPWntTUIrmc1GWKaxRDctMBjZO60ZXVrEsmN6kORn7VcrWl7wCRCErpEkrpEiRBaiu0bTQe7CQmbmdUyJd4pEoppFZS2Hbhtr71WWocAD3BznqZdt8Dl+cQz8dRSBQ6ptUay7DbuSD3GmJVbMp9uwOdBZadBiMiEXnVRnWe6LWiHkZWcI3kgmKMTdBN4vk2rsaD2N5QL6ouemkRUSNiZNFHjMyikqs0VQY6fA7TbQHaQayKSJxKNL0emA/0bPGgLAi1xjDfhK/r1HItsQHksZK1sWCtLARewORZk7qeV7MQqyKWH1vumC0YmR6BJ+TB+tOdSRAgR7bHd4/3dDwXqyJSKymk19KaDvttt+XFvkRvhtVSHdCYlmrVyr4VRjebZ6Y4oe22rJXtyaqtidx0iNzorQrSYxBlFo0eNa5AZ4KhJ5Kk1S+qFpIoNZGLQaakGhuBUhSla/9GyvPbQasLdrcpoW5TUnojH8r2jZEXI9tLUrP5oZHz7yYldTo6gGuVSPcrahM/GW/6bi0OS08nsEq+onkdbW4bxnboN03VQrVSlYlNw3iqEJzJsycNFS2YAWNh2n4/NEtj8qxJ0AyN5ceWOxIbiqYwtmMM0weme0psuCKH2PEYUsspw8SGsTAIbQ/BN9F7jeMwctMBjYOd1sPUDqOb5KJT5IZmaXjHvR07snYyvDKalnL4HaAZuu3qwOqy9iWnDMjH26j817OS1ENufBO+9i0bsuW6yc1IE89eoLEbs3PEqWtyVIhwW/KiJ2oz4EaZjdDSuxjVyzQuGAx1IdfSvBgQYvcyJaVUN/YLfIVvahNgdVr7Eqms5CuaBnfhneEmuwizEHgB60+vQ+BkGwi+zIOIBDSzNeGbRStiA8jj6cRZE4YE891gdHYU5Wy5aSFk99gxsWcCmWhGVxrK7pXf30ttVbVcRWIpgVw0pxqxtssE1IJhGbVtRK/TUQqG5KYDGi+83uZiCpTITVLHlz4yNdKW3Pgn/R0n9caby2Jtz9BpmoZr1NU08CmgaAqTZ032beBtNKBjbfoqdTqVarsCLoxtb796a0xJOXyOvj1ojSASaRqw9ESsAJmEWRwWzXYX8hvk0vxO31kjUTecktLQ6xgiR134OQHd632azt8AwdCMvOhMWWt2H++zkDgXaRajjs6O9iUNpkVs3EF3z4gUkQgiz2ylo7gCB9bGgrbRCC4Eu5rAFX2jlhiXtbKYOXdmYMQGkJ+p8T3jWHp4SV24jkyNwDvuxfrhdXAFDnavXdNJX9k+sBDA6EzvvmuBE5Bc3qzE2lxcEEJgsVs6khualRtTj0yN9L1z+JDcdICSg1dWmJIgh/L13CgUKATsm5GbSmdyY3PZ4BxxalYP0Uzn5nKEkKbIDWPrPGi6g+6W5GZsx1jXorx2aExJ6U2TWRyWltELh8+hi5A1iokHmZIq58pNk5x7VH/+vmWEgdrs1dVhhUwk0hRCNppS0iJHRtBrcmVke60qr26iPkaE2FoOsf0c6AkhyCfzoGtUCKyV7dqtVwtKZZHFYQFFUeBLfM9FxIlTiSbtkMAJmN4/3RWBEjgBK4+vaHrIMFZm4MRGAWtlMXH2BNafXMfYrjEInIDlR7d6Z/ElHrSFbronbW4bJvZM9KwYRNXVtOgtVs6WVT1SI2iGxsjMCEamR/qeflUwJDc6QLO0OiARIg+Kek26atNSRIdgZ2R6RJPcBOYDHcXBYlWsC9MzFkZXGLjVgOAJefqSC61FE7nRKW6kKEr+Xhocma0uq1z+2WEFL3BCU0nsIMXEjVVSVqfVUB68rgt4w+fo+c57kVLqJiXUNbnQ0MsMrEpKIk3XTy+x0tq230JiQghsThsIR9TnZWRmpOfRWKWZZG0DXoffAdeoq2ekIB/Pa2qHQttD3REbXpAjNlrEpsuWCr2A0+fEzLkz2Di20aQTlAQJNrcNXHVzPKPkZqSB2UBPvmNJkJBeSyO1nOoobmZt9eSGYiiMTMm+O/2OTjYdy0D39hxFLbkB5C9b10RAbaWlCoKESlVEJ/9K16irSQPDWBhdzeWMVkrVfn6jhwPN0gjvCvd30JVIUzhVT28bBVor95n9M7oeosaUFMMyfS13b0Q5b7xKqhZa4V+Lw6Jb09B1lVO3eh1p0wa+lowzBiJHImna3jA5q9meoind105pN0HIFsHTO3Ar26rHgP4LiSVBNgukJRoOnwOSJPVl0ZLbyDVFVKwOKwKz7SPOesEVOUSORJpe94Q8XQmVFWKjJchlLHLEpp/R604ghCAbzcoGfi0Eu0p6ShIkTOyd6IlTsiRKyEaySC4ldTfarOQrYO0sRF7EyNQIRmZGdM9DvcawWkoHGgcfI6Jid81qcD2rnRetBUVRTakkT8ija+IRq2JdRMmIy2zj5wfng31n2pIkqc36LHYLQHXW0rTD+O5xQ+fM2lg4fA7Y3DY4A4PrAk4IgVARwFrl/dvddriCxladjRErhtUXpVOPYXNiVbxVjE6wSkhcafFhNPqgRH4oWtbp0KwxQa26PVW/PUVR+P73v99yu8XFRVAUhcceewwgwL333QuH14F8UTstqwVJkOqP38Cxi1WxLmrFWJiWUeB77rkHFEUhk8noPjZAnpSqlarcUFYQ6yJc5WwZ4R3hnhMqsSo2dbJmLAxC23qTjhIFEWtPrTVN7laXFeN7xk0/u4QQbBzb0NSvMawcsTmdxEbgBKw9tYaNoxttK5EsdguC80Fd7uadQCSCTCSDU789hdjxmG5iA8hl5qFtIWx70TaEtodOG7EBhpEbXfCOeSEKIiRBAkXp79XkDrjrVtj/9MAy/r6DbgaQUzPV0lZ4dGRW36rE6rKCiPLKkLEw8Ib159Rrq1Yomup7OgqQH9zaEGtou/4OwXyFrxu0GRtjqAmf0s9J+X70tmvoBbgCpwoWBV6AN+yF06df75NP1E/EFEsZL+HejLwQSdaPGSGyhBA1v698B6zd2FCiLBCIREBADIf81e2JrB2yuoxtr947JiIvtYM9kWQhpdkqqV6npAiRPY6U82vUPzj9zr40hY2fiDed29iOsZ4skAghiB6ONqWMaIbG1NmdU9DtPjd+Io5isgiry1pHcGiWxvSB6YFGcxuRj+Wx8exGx8W0b9KHsW1jPdFtiVURyeWkrgqsWtg9dgS3BftqaGgUQ3KjA4yN6diGXhMU6lT3P31G2wm4EU1N5uz6Bm5hU7RMJAKBEwxNGLUpHtbKDqRqqDGEbaQMO7OWqfvdE/AY8jeprVRy+BwDXWE0irc9Y8b8MhrP3T3iRh7tIw+K2JzSaAlMW2S9yKlEEf/58ApW02VMjzjwhxfMYEEjotRYwm20jLlRzKxEbzodf7VSlaMlTL2Q3EhKqRV0C5EbzPeMuAo3TlJ6ztsM2lkE9MPXppQpyQ0Ra+AccRq+r1shtZxqsk0AgIm95kubFWKTXpUn8Wq5KutWCpyc3j4w05PUjhmIVREbxzZamroqYK0sxneP666ybAdJrNHVCFLbCqxaWF1WBBeCcAfcA4t868UwLaUDjasPo+XgCso6w3tmP7+xr5ReW21Jkuq0CxbnYNoPlDNbURuapQ2tkhofPCOdZUvpUt3kaiTi0y0IIXWDFs3QhlY7Wo0uOzUYBeQomciLEHihuaKOZfCfD6/gFbfeg3++9yTuemId/3zvSbzi1nvwXw83Nz1sqnKymKuS+t73v4cLXnQB/EE/AoEALr30UhSLMul86KGH8MpXvhLBYBA+nw8vfelL8cjDj0ASJTUld/z4cVz6qkvhC/hw1lln4Wc/+1nTvn7729/ivPPOg91uxwUXXIBHH3204/Hdd999eMlLXgKHw4GZmRm8973vVY9LyzTwU5/6FM4991x84xvfwPz8PHw+H970pjchn9/6njmOw/ve+z7MbpuFP+THyy97OR49VH8sP/7xj7Fr1y44HA687GUvw+LioqFjA9DRZDR6NNqyMtIMJElqat9C0VTP9HrFVFHb6XguYPq5bSQ2gEwI+RIPp9/Zs+7eZiBWRaw+udqR2HjGPJh/wXzXxIZIBJn1DE49eAqJkwl17ulU0m2xWzCxdwLzF8zDE9S/sBwkhuRGBxrJTaccpCRI4Et8ky4CkKuDOjVirw0v6q3KAupvSEULoAe1KTAAfXfeBOQBpjZy4/Tp17wQQurEf6yNNZQXLyTqV4H9tFBvRG1KCpCJlZGoR2OjT4fPoUtn1O6eOxHN4aPffQISAUSJ1P37ke8+gcVEse5zGktOjQiBAZkgRKIRXH3N1Xjbn7wNTz/1NO655x5cddVV6nHm83lcffXVuO+++/Cb3/wGO7bvwOvf+HqVMEiShDf9yZtgtVpx7y/uxZe/+GV85CMfqdtPoVDAa1/7Wpx11ll45JFHcOONN+JDH/pQ/cE0XPoTJ07gVa96Fd7whjfgiSeewLe//W3cd999uPbaa7XN9zaJ3YkTJ/D9738fP/rRj/CjH/0Iv/zlL3HLLbeo7/vQhz6EO39wJ/7l9n/BA796ANu3bcdrXvsapFJy5c/KygquuuoqvO51r8Pjjz+Od7zjHfjoRz+q+9j0QuBk87tKvvOqXA/Sy+kmIW5gLtCT6igiEaTXmtMjrlFXR1uMlp+pQWwU2Nw2TJ4z2Zd2FHpQTBWx+NBi28UtzdKYOGsCk2dNdpXyI4QgH89j8eFFbDy70bTgEThBs7iDtbII7wpj4YUL8IZ722yz1ximpXSgSVDchtyUs2WsHFppGRpefnQZnpBH7vbaArUtH4yEXWsnTb06AADNJdH+/udN+SJfdx2NeMw0TvBG9EGEkLoQt9VpHWiJZ7cpqcYVnd6IVbt74T8fWd1MVzXfsxRF4dsPr+Ajr9oDoHcpqWg0CkEQcOWVV2Lb9m0AgH379qnve/nLX1633e23345gKIhf3fcrXPHqK/CL//kFjj57FD+884eYnJCfpU998lP4vdf/nrrNN7/5TUiShK997Wuw2+04++yzsXRqCde+d4sMND7bN998M97ylrfg/e9/PwBg586d+OIXv4iXvvSl+PIXvwwGW++nGVpNh0mShDvuuAMej/x9vvWtb8Xdd9+Nz3zmMygWi7j99tvxz//4z7j8sssBAP90+z9h556d+NrXvoYPfehD+Md//Eds374dt956KwBg9+7dePLJJ/HZz35W17H94z/+I+x2/dEGIyLRVuBLPJJLybrXrE4rRmd6k/qKHY+hmCzKKZJ8BSBbEQMzk2o7YmP32jG9f3pgHiy1kEQJ8RNx2RQPAHh50dJY8u0adRkumtBCKVNC/GS8Y9qpVorBsAxG50Z1NSM+UzAkNzpgJHKj1c/oI/vD+OwTG9jlk6ML7VrRA/WhbyMPW23kxsgDUEtuKJoyLA41g6YGfn79q6UmZ18D/haVfKUuovZcS0nVkiOKpuAOuMFXO/f9ajcZrGUqLT2YCCFYTW8Nsr1KSe3ftx8v+92X4YILL8Dll1+Oyy67DG984xsxMiKL5zc2NvDxj38c99xzD2KxGERRRKlUwsqqnCY7cvQIpqenVWIDABe+8MK6fR0+fBj79+9XJ31CCF5wwQvq3tMYGT106BCeeOIJ/Md//EfdNZAkCcePHcfunbs1z31+fl4lNgAwMTGBWCwGQE6fVatVXPSii9S/2512vPCFL8Thw4fVY73wwvrjv+iii+p+b3dsp06dwt69e3V5ablD7q4NK5Uqo8aIYHhXuCfeKpn1jDrZV3IVWJ1WEIlg8hxzEYszldiUc2VEDkeaNJ3lbBkWhwXVchUUQ2Fs+5jcTqaLSEmlUEHiZKJp/GwFsSrCHXTD5rYN1HyvVxiSGx1QVqcKaWlHbjwhD+In43UEZ9whX+bsZn+pTt1q6zxuDNxQdZEbA513a8PKNpdtIKHGWnLDsIyhtFKtAR5jYQzlx5/TKakCVzcIugNueRWlR+veZjdTfnvbyM30iEw8e5WSUra76wd34eHHH8bP7/45vvSlL+H666/Hgw8+iIWFBVx99dVIJpP4+7//e8zNzcHCWnDJJZeA51sTuU6EXhLrtWUU0yxELhQK+PM//3O8973vrXudSAThQLjutdpn02Kpf94oilKNFnslJG51bAAwOzu7eaCtt6co2SnYP+Xv+hnnS3xT4YNvwteT3mylTAkbx+p1PGJVxOzBWVPprjOR2BCJILmUbIp8NcLhd2B893hXab5quYrEYgK5jeYWHK1g99oR2hYaaK+9XmNIbnSCsTBqZKRdaR5rY+Gf8teV0gU3IyEJTgBlkRtktkOdmZ6BQbAucmMg+lIbuTFaUmsGjXobh9+he7AVBbHO1dg5YsyfpjYlxVgZQ6aB3aLrlFTj9ga0Ue1I1BvOncTXHljS/BshBH90wYz8/x5XSdEMjZf8zkvwkt95CT75yU9ibm4Od955J6677jr8+te/xle+8hVcccUVAIDl5WUkklvC0j2792B1dRWRaAQT4xOwOCx46P6H6va3d+9efOMb30ClUoHdLhuc/fah36p/15rQDh48iGeeeQY7duyoe13ghbrny0irh/mZeVitVjzwmwcwNzsHxsKgWq3ioYceUlNMe/fuxQ9/+MO67X7zm9/oOrZatEqHW+wWTJ813ZWPlLqPzaiNGlHZbCLaC0+baqWK9afX60kaBUyePfm8ITZ8iUfkcKSt7snqsspmfF1+X8V0ERtHNzpmC9T9Oq0Ibjszq5+M4rmRPDsDUBsK7ZSvDswG6khJwMaCBiASAAFPR8LS6BSsB5Io1R2X3siNJEp10QCbs/++DlyRqztHIyHyUrpUN/AZibzwZb7Oy2KQD3BPUlKx+pSUkUqJVudJURR2Tfvx2TfsB00BDE3V/fvZN+zH/GY5eCsxrV7ULgp++9Bv8blbP4eHH34Yy8vL+N73vod4PI69e/cCkPUk3/jGN3D48GE8+OCD+JM/+RM4HFupy5e/7OXYuWMn3vnud+LwscO4/4H7cf3119ft74//+I9BURTe+c534umnn8ZdP7oLt33xNvXvWpPaRz7yEdx///249tpr8fjjj+PYsWP4wQ9+gL/8y7+se5/uJpmiBKfDiXf+2Tvx15/4a/z0Zz/F0WNH8c53vhOlUgl/9md/BgB497vfjWPHjuFDH/oQjh49im9+85u44447dB1braBYs28VQ2Py7MmeEBsAyK5n1UpHviRr56b2TXXtaSOJEtaeWtP0yzETQTjTiA0hBOnVNBYfXmxLbEZmRmQzvi6+L67IYfXJVaweWtUlUWBtcln5mVz9ZBTDyI1OGCE3jIXByMwIkotyyJGhKYzaGCQ4EUUdnjW14V695Kap9YLOyE1jpcMg3Dgbe2cZGbga88VGiFFTSmqAepuepKQatu9W2EfRlNo9/A8umMEL5kfx7Rqfmz+6YEYlNsrqvBZmU1IA4PV6cd+v78OXvvwl5HI5zM3N4dZbb8WrX/1qAMDXvvY1vOtd78LBgwcxMzODz3zmM/jgBz+obk/TNL79zW/jPX/5Hrzoohdhfn4eX/ziF/GqV71KfY/b7cZ///d/493vfjcOHjyIvXv24m8//bd485+8GTStHXXav38/fvnLX+L666/HS17yEhBCsH37drzhyjfUXDj9EVVJlEDRFP72U38LSZLwZ3/+Z8jn87jgggvwk5/8RNUYzc7O4rvf/S4+8IEP4Etf+hJe+MIX4qabbsI111zT8dj+6I/+CEDrnleMhemZCLRaqSJ2Mlb3WnA+2HWFESEE0SPRJpsD34RPV+sZLRRTRU0ScTqITZWrInokqtk3UAFrYzGxd6KrVJDAC0gsJpBd3/IdKmfLsNgtmtEbmqURmA3AP9U/obAkyo7eg+4tRZFOdcnPM+RyOfh8PmSzWXi9+h18159ZV1fO7qAbU+dMtX2/KIg48cAJNQz/vgdWcCTL4fY/OR+vOme87bbH7jumTiSh7SFd1QfFdBGrh1bV3xdeuKCrCii3kUPk8Fa/lm0v2qbbH8csIocjav6XsTDYfvF23SuFtafWUEwXQUQCu8eOufPndO83djKGUrIErsiBoinsuGTHwJT/uVgO6dW0ahMwtW/KUNQpH8sjuZIEiEx0Js+eVNNSlUoFp06dwsLCQsuKGbEq1g9ulDF9lVp+T8mTKE3ThqrMasv3CZFdkY0QaS1/H6tLX5NQAKq/j6Kds9gsxl2ZN6OjNE3rFuxzJU7tg6Vs1697rlEHQ9EUCEM63ht6QQjB6hOrdRO0w+vAzHkzXa/0k0vJJj8bh8+BmQMzpgTKhWQB60+tgxBSV3l0OogNX+ax9MhS2xJv77hXdnQ2eVySKCG1kkJqJaXZpsHmsjUVjoxMjWB0tn8NLQVewMaxDRTi8qLSHXRjfM+4eo4CJxiu/DIyfw8jNzrBWBkwVnkFpGdwYlgG7lG3qpMI2lkgyyHSUN6nBYvdovaE0XvjMazcbkHpKaP3pqFoCg6vAwSynqLbMkM9EAVRNu1z2uAcNeBvI8laHSISWcE/o39FRwhBMV4EX+ZBszSC88GBljQW4gW19NIb9hq2Kc/FcuDy8uDkDrkNm3c1+lhYnVZDE5LaT2kTRu8TItZ3ATdakacVmTTiSixWRYDIx6H0ojICipL7bxmZfCRR2ppoNp2V+3XP1bbUUGCxW3RV0ulFLpqrIzYUTXXV10lBIVFoIjasjcXk2ZOmiE0+ka/T7ZSzZTh8DhBCTovGxmK3wOF1aFYpMRYG4V1h095iSlPNxKmEpq+aAq7IqQTHN+FDYD5gqOjEKCRBwuoTq3ULkkKigOiRKNxBN7KRLMq5MrZftL1v7vBDcqMTvjEfMqsZiBB1lx6PzI6o5CbkkG+kqI7mmTRDqzeFJ6jvprd77JjYO6HrvbWoVqqqQDcwH+h7rlUSJdkhWCIo58pt/X4aUcqU1NWPyIuGBgSuwIEv8+oxGOm71S3EqliXEtPbCFWBwAt1QmjvmNdYk0xSTyy0qoQ6oTYVq5fg121fk5JSml2a3R6o94LqBCUsrkBpN9FvNE42Ro7ZKBrJq/odmegao/n5nIDYifp0VGA+0LVHFFfk6iLHgEyaps6ZMjXp5eN5rD/TIEiGHAUKzAV6Qi5L2RLKmTICc/qMBCmKwvjucSw+tFh3H7sCm741Js6TEIJiqoj4ybhm089GsFZWrmYbcfZdekAkgvVn1psirYBMcGrHwtxGrme+SI0YkhudqO3U3cmaWt2mZoUQ2iwHj+ggN3UTgQGHYjOovQEHYTleypTUicbmthmKANRWC7lDncXAigaBsTB1ZZDuUXff878CLyAfy6s9WpTsL2NlDPnyAPIAUNvg0Wj5emM4XM9gqvSiApHz8nX2BAavXaOzr9kO4gqMRl2amlUOYOVOJFL3HBvtem54Xw1EyuLo3aqcEIKNZzfq7iO7x47R6e4npcx6piniNL5n3NRYlI9tEpsGBOYDCM4HTR+jAkUQHD8ZBwhgdVh1VzyyNhbh3WGsP70OiqYwtsO8b00lX0H8RLzJK0wLFEMhMBvAyPTIQCLVyr2i10snG8liZHqkL4uNIbnRidpVV+MqqRVqB2ElcqMnLaUMIkbKTc2iVnDXq2qKdqj1qDEySROJNEU/OmH96XUUkgXYvfa6fPMgojYbz26ox1s7qfnCPmPl05thZwXesNfwJNkYNdEzuUvCVg+npiopg+SikVx1U2UFGPNwIqSeZPS6C3crNF6zQUZtWBvb03PMx/P1jSspYHz3eE/ImqIzUfxeRmdH4R0z/nw2agcVBBeCuiMs7SAKIqJHonVjUPRoFDa3TXf0yhPyILgtCE/IY7qsPb2aRvxEXNf7/ZN+BOYDA20KnFxMNjVRbQe+xKOSq/SlU/2Q3OgERVNgLAzEqtg2t1mLWqYc9sihQD2RG2Uy6PcKUxIlVeTJWGRNUT+hhFIVGIlglLNldcJgLIyuh6GYkfdVZzNODcbLp/YeqfMeoeTvVy9B4PJcXdi5kwFkI4hUX+WkN1LWrs5A5EWZJOjthl2tj0R2lRIzGAGRhHrjvkFUbBBCIFTr+7z1KwIrSfUWEKB6e44CLyB2rCEdNRcw1OS2HSiKQnAhCJvLhnwij+CC8QhLNppF9Ei06fXgtiACs90Tm0qhgvWn15tchCVRQux4DNP7p3V/ltnjKefKiB2PgS/xoBhKUzSswB10I7QtNNC2MlWuisjhSF0zZL3IRDJDcnO6wdpYiFURAieoFR/tUPv3cbd8o62my5AkArrFAF0rDDS6QjaK2miGzd1/Z2K+xKsVO4zFmIFebUrKE9Lnw8AwDASxIcpGgMWHFuEOuDG2c6xvlWGtJrPUcgqZ9YwcltZBVDLRjPp/u8dueFJpapeg855qd32VyiOr09ox1N1YnmyUsDfqZYxO3HXEiqb6lhqqRROhsvYvWtSk67H2NmoTPxmvu4ZWl7UnhKERnjGPYVNLQE5rRI82Exu9VaZ6Pn/j2IamOaLT78T4nvaVr92iWqkifjJe53Gl1XcKkMeH0PbBugoLvID4yThyUf3ux43Ix/II7wj3fL4bkhsDYK0sOHCq50engbZ2kPHXrJgfW8ng/DntSh+z7sRmoFTfAIPR29SmpFyjLkNlyI3kRg9oCw200NoVkgWABqbObl/SbxbtvjtJkJA4ldDVhiO/sXXeRhqEKjCtddHxNiIRoAPXaCRX3ZATI/4ygDaxGkRKqjZqA6p/EdhG406KonoateHLPEqpEmwemzpWTOyZGAhB1IPMegYbz240vT62Ywwj0+a8cRQoUZlsRDvFEpgL9LUAQxJqSrsbiFU5VwZjZVRia7Fb1HTXoMz3KvkKokebfYmMwjnihH/C35d7akhuDKA2dylwgq6BhKIoEEJgrfnyvv/YWmty08Uq1ygqhcHqbQqprXx1v1NSQOfrZ7Qc2wg6TcL+SX/HzygkCur9QNGU4ZVtU9TDwP3UaZDUW07dlFIyIiRu1MsYJCdNQuIBpKTqyr/RX41PP7U2iqmeEqVzeB1wBpwDWQTpQSFV0CY2O8dMm/4p4Ms81p/WrvahWRoTeyf61pOOEIJcNIf4qXhr+QORv2siEQTmNg34DKZ6TR2bRJBP5JFZy2hGjowiMBcwlYbUiyG5MYBavYLAC7BBR4pgsx9hrYbhB4+v4W+uPEfz7Y0VFv1E7cPbqxx6K4iCWPdAGCE3dVVSBpx9W07mlNy92D/h130MRtGK3FAUhfCusK4oTO2q0RPyGCa7TSmZHuk+GAujayLtNqXUjV6mkRgZ7YNlFk2Eo09CYkI2+3xtji8UTXU1XkiihFKmBLvHDtbKIr2SrnterS4rgnP9m4iMoJwrI/JMRK1EVBDeFda1aGiHfCKP6OFoUwUXIEe3J8+e7Fsqu5QuIXYi1jEaYnPZEFoIwe6xD4Sw82Ue2UgW2Ui2ozu/IfT5cTztvaX+4R/+AfPz87Db7bjwwgvx29/+tu37b7vtNuzevRsOhwMzMzP4wAc+gEqls0i3F6gV3OqtmFIngJpBOldpva2ZvlJmQKQtx1eaoXtaOqqFUmqrJ5TD59D9UBJCVIdLwGCzSI3JnGZoTO+b7iuxAbQFuYyFwcy5M7qIDV/m60o9DQuJG8uvDUY9Wr2XtbG6IwTdpJSAhiovnZ20b7zxRpx77rlyk84WxOrtb387rrzySkPHogeNfkJmyr/1HpvAC3KEiMjXtduoTeRwBGtPruHUg6eQWk7VmepZ7BaMbR8z/dm9RClbwuqhVUiCVFdlE97dPbFJr6Wx/tS6JrHxT/oxc95MX4gNX+Kx9tQaVg6ttCU2iuHf3AVzcI26+kpslCjN6hOr6j3RU2IDmKqKM4LTGrn59re/jeuuuw633347LrzwQtx22224/PLLcfToUYyNNT9M3/zmN/HRj34UX//613HxxRfj2Wefxdvf/nZQFIXPf/7zfT/exrSUHigDDiEEu8MeHN3I46JtrQV5teSmn2kpvsSrE/AgxMS1paRG3HXL2bJKJGmWNiSWayrHtbGY3j89kP5ZjX1cbG4bps6Z0j04lrNl1VHUYrfA4TdWTUAkorYaAEx40zS6oEGe5IxGT5TIgtH0zNvf/nakkin81//+LxBivC+N0tNJucf7HQVV9kkkudCAoqm+leBKklSXsqAYfeX9rUAIUfVwkijJPi41GN8zPpDr1wmldAmrT67WEUi+xGP6wHRXKWZCCJKLSaTX0nVaFmDThXn3eF/sIwghiJ2IIbOWaTIdrAVFURiZGZEbMvf5e6hWqmqURu8CXguMlQFrYdVqvrp5zcJgfPd436u5Tiu5+fznP493vvOd+NM//VMAwO2334677roLX//61/HRj3606f33338/LrnkEvzxH/8xAGB+fh5vfvOb8eCDD7bcB8dx4LgtNpzLmVd1N6aldEEZzwnw1ovm8PHvPwVnm5LrxlB6v1ApDlZvQ0Bg99rBl3i4R/XnqwVOgMVhAWtjYXfbjTWbrKkGY20s5g7ODaS9BADV9RmQic3sebOGvs98LK8Sm9C2kGHyqbTvADYraHRct6XcEu48difWC+sYd4zjtTOvxax7FoBsCmeo9YAkbfk1MbRxciURNfVCs7SplJxy/ha7ZTBC4s0xgRBiysVZ9364esFytySqWq62LP33hr0Drb5phWKqiLWn1upbeFhZzJw7o3uSFHgB6ZU0WBsL/6QsYhV4AZHDEbWthNVpVcmN1WnF5NmTfVkM8SUeseMxOUrUhth4Qh6EtoX6HlmXJAn5WB7ptXRdoYluULKG0R1ywxvygmZplHNlRI9GVeuLwFwA3rBXXegoC7B+4bTRcZ7n8cgjj+DSSy/dOhiaxqWXXooHHnhAc5uLL74YjzzyiJq6OnnyJH784x/jiiuuaLmfm2++GT6fT/2ZmZkxfcwWuwXOESccPofuAcXpl99v89gwPSKvvlfTrcVYrJWFw+eAw+foK7OlKVkQavfYTZVgGoEoiCjE5N5K7qDbkM9MNppFtVxFJVcx5DIq8ELdCmzugsERm2KquCUqpYCZ82YMTXRckVP9gGiWhjtkTLxISL1jrR5iceexO/F73/893PH0HfjJ0k/wb0f+DX/w0z/Afy/9t+yB1I3ep4W3zXe+8x3s27cPDocDgUAAl156KYrFIm688Ub82zf+DT+660dweB2wOW345b2/BAB85CMfwa5du+B0OrFt2zZ84hOfQLXa3GPgX776L9ixdwdGw6N481vejGy2tbGYJEm4+eabsbCwAIfDgQMHDuA73/lO2/Obn59Xu3Z7PB7Mzs7iq1/9qvp31sLiySefxMtf/nL1/N71rnehUNiKYIqiiOuuuw5+vx+BQAAf/vCHm0hGp2PrRem34nWlhVwsh9RyqqvP7xaFRAFrTzYQGxuLmfP0Exul6WdqJYXY8Rg2jm2gnCtj6ZGlun5ZfImHw+eAZ8yDuYNzPSc2oiAidjyGUw+dQjFVlH1rNCZ4u8eO2fNmZY1PH4mNUmp+8oGTiB6JGhYm2zw2jO0cw86X7MT0fjndT7M0SpkSVh5fUT26JEFC/EQcXIFDKV1C9EgUx+8/3vbe6xanjdwkEgmIoohwOFz3ejgcRjTa7FsAAH/8x3+MT3/603jxi18Mi8WC7du343d/93fx13/91y3387GPfQzZbFb9WVlZMX3MCqGprd7pBJqhVWHezKi8AlpNl1qulCiGQjlbRjlbNuQDYxTlXBmSIKHKVfu6H0AenJTz9Y55dQ/G1XJVHXi8Y15DIVnF8RSQWzX00yG2EamVrcnAP+EHwxgjBunVtPr/0ZlR41GbxvLvDqujpdwSbnzgRkhEgkjErX8h4W8f+Vusc82W9u2g1W6hEZFIBG9+85txzTXX4PDhw7jnnntw1VVXgRCCv7rur/CGq96Ayy69DKeOncL6+jouvvhiAIDH48Edd9yBZ555Bn//93+Pf/mXf8EXvvCFus8+fvw4vnvnd/Hdb38Xd/3wLjz22GN4z3ve0/J4b775Zvzbv/0bbr/9djz99NP4wAc+gD/5kz/BL3/5y7bneeutt+KCCy7AY489hj9/x5/jvR94L5499iwYC4NSuYTLL78cIyMjeOihh/Bf//Vf+PnPf45rr722bvs77rgDX//613HfffchlUrhzjvvbHlsTz31FK59z7W45p3X4Ff3/Uo1Fu0WXKnNSp3IXjd1DsUDRD6ex9rTa3XjpcVuwex5s4ZcfguJQp2eJRvJYvnR5SZ5gcVuQWhHCBN7J3qaAiKEIBvJ4tSDp+Tne/N0xKpYV4HG2lhM7J3A7MHZvhjbKcdSypSw9tQaTv7mZJ2eppKrdDxv1sYiuBDE9ou2Y/78eYxMjdSRonKu3ERGFaw+uYrVJ1aRjWYhCVJdsUiv8Zyqlrrnnntw00034Stf+QouvPBCHD9+HO973/vwN3/zN/jEJz6huY3NZoPN1jv2rWgmGjUVraCIWolIMLWpmyjyIjKlKkY0IhiD0twoaROH19H3kL1iQMVYGEMh7lobbyMeL4SQutXY2I7BiSHFqqgKgSmGQmh7yND2Ai+ohlislTXcLVgPsWjEncfuBNWidIGiKNx5/E68//z36z6G2ionmqU1V4ORSASCIOCqq67C3NwcAGDfvn0A5LSLw+4Ax3GYmq7XKX384x9X/z8/P48PfvCD+Na3voUPf/jDAOTzr1Qq+Oo/fRVTk1OwuWz40pe+hNe85jW49dZbMT5eb7rGcRxuuukm/PznP8dFF10EANi2bRvuu+8+/NM//RNe+tKXtjzPK664Au95z3sgiRKue/91+OKXv4hf3vtLnHPuOfjm176JSqWCf/u3f4PLJetBvvzlL+N1r3sdPvvZzyIcDuO2227Dxz72MVx11VUA5LT8T37yk5bHJlZFvPWP34r7778fX/36V/HyV768J8+unsaLpwNaLRWsTitmDswYisISQuoWO63gDrgxvme850LdcraMjWMbLcXC5VwZFocFvrAPIzP96wEliRJyGzmk19Itv3NCCOwuu2aptyvggn/S39ajrFKoYPWJVU1RtryD+l/zsXxP2mNo4bSRm2AwCIZhsLFR71WwsbHRNAAp+MQnPoG3vvWteMc73gFAHgyLxSLe9a534frrrx9Irb8SImy04m4FZdVMJAK7hUHIY0M8z2E1XW5LbvrppipJkppX7dfqQIHACyim5RSLkW7YtT2VrE6roehSJVdRw53+Sb+hXkTdIrOeUR/g4FzQ8ECVWc+oq1T/tHFzq9rya726j/XCuqaAGJC1UusFY5GbWj1aq4niwIEDeMUrXoF9+/bh8ssvx2WXXYY3vvGN8Pv9bcnZt7/9bXzxi1/EiRMnUCgUIAgCvN4tsScRCWZmZjA1OaVWK1100UWQJAlHjx5tGluOHz+OUqmEV77ylXWv8zyP8847r+157t+/Xz1fiqIQDoeRSCZA0zQOHz6MAwcOqMQGAC655BL1OOx2OyKRCC688EL17yzL4oILLlC//3bHdu6Bc3u2+KnVhzWCsTIIzgf75uvSClrOw1bXJrExqDEqpUsdy6uD24KmoqTtUOWqiJ+odxduBGtlZQO+MU/f5i++zCOzllGjJXrer4CxMvBP+OGb8HUshqgUKlh5fEXXPhRwRQ5ckeuLrum0kRur1Yrzzz8fd999t1r6KEkS7r777rrQbS1KpVLTDaCE/Nv1wuklrHaZkPAVXlcLBuV4lQlnesSBeJ7DSrqEfdPN0QhFUNzPqA2X59Tr5fD2l9wUEgV1sjei7SmlS2rI2DdurHtuem0rreOf8uverlsQiciVD5CjNkYdhSVR2tqepkyVq9dpbXT2Cpt0T7aO3IDCpHtS9/5ryVW78m2GYfCzn/0M999/P37605/iS1/6Eq6//nrc/+v7MT0u9+qhqPrtH3jgAbzlLW/Bpz71KVx++eXw+Xz41re+hVtvvRXAZusSqaaPlo5UpKKBueuuuzA1Ve9W3Snia7FY6oTTFEX11Luj9tjCoXDdd+v294ZsiKKouVCjWRqjs6NyymEA3aRroeU8bHPbML1/2pR4ulPUxu6x95TYSKKE9GoayaWkZmoG6H8FlBK9Tq+mdXfoVsCwDNxBtywQDnT2FePLPGLHYob3oyAfzz+/yA0AXHfddbj66qtxwQUX4IUvfCFuu+02FItFtXrqbW97G6ampnDzzTcDAF73utfh85//PM477zw1LfWJT3wCr3vd6wzrGsxCidwQUQ7/d3rYlBtDGXSnR5x4bDmD1bR2u/rajuD9grpSo/pv3qesWlgbayhKpBrYUYB3XH8ZpsALah7X4XcMpOxbQS6WU6MW/nG/4fB2PpZXoxa+cZ+p8mdszu16fWEA4PU7X49/ffpfNf9GQHDVzqt0H4ORdg8UReGSSy7BJZdcgk9+8pOYm5vD9777Pbz3/3kvrFZrHVEB5GrJubk5XH/99eprS0tL6v+VdNjKygoiGxHMb58HAPzmN78BTdPYvXt30zGcddZZsNlsWF5ebpuCanm+DS6yyvO+d+9e3HHHHSgWi2r05te//rV6HD6fDxMTE3jwwQfxO7/zOwAAQRDwyCOP4ODBg3XHtrS4hAsPbkV4GAvTM7+V9afqo3IURcmkZnpkIAZxjShny8ht1Fe02j12TO+fNnU8pXSpo5tuJV9BbiNn2EuqEYQQFBIFxE/E28oW3EE3QttDpjqD60U+ltfskt4O7oAb/mk/nH6nLqKXT+SRWk7VNyY2gXwsb6hYRC9OK7n5oz/6I8TjcXzyk59ENBrFueeei//zf/6PKjJeXl6ui9R8/OMfB0VR+PjHP461tTWEQiG87nWvw2c+85mBHXPtoFItV3WTm9rIDdC6YkqJ3PSV3Gw+7Ha3va+rMoETVP2Jkb4nAi8gn5AJijvgNrRay0ayaqRoZLI7G3YjIITUCYH9037D29cKkc30xhEFUX1ejPjKzHnn8KmLP4Ubfn2D2i6EoigQEHzq4k9h1jur7xwk/XqfBx98EHfffTcuu+wyjI2N4cEHH0Q8HsfunTIBmZudw89/8XMcPXoUgUAAPp8PO3fuxPLyMr71rW/hBS94Ae666646Aa6yb7vdjnf++Ttx6+dvRS6Xw3vf+1784R/+oWa62+Px4IMf/CA+8IEPQJIkvPjFL0Y2m8Wvf/1reL1eXH311a3Pt0HfVHu93/KWt+CGG27A1VdfjRtvvBHxeBx/+Zd/ibe+9a3q+Pa+970Pt9xyC3bu3Ik9e/bg85//PDKZTNOxXfdX14Ev87j4oouRzWXx0GMPwefztT02Pcht5Oq0aayNxezB2YGmcWtR62Nj99hRycsmfVP7pkxFsiVBwtpTa7reW86WuyI3kiQhtZxCcrF1lMjqtGJsx5ghd3azcAfdoFm6Y4qIZmn4J/xy+l5HVVaVk31w0qtpQ+knLVAUBVfABU/IoysLYhSnXVB87bXXtkxD3XPPPXW/syyLG264ATfccMMAjkwbjIVRb5pqpdoxGtFIbmZGlIopbXKj3DD9SksRQlSm3W+9Ta0S3ogbZW4jpxIUQ0JiiciaF8i5bHdwcDqBcqas5vXdQbfhVVkpXVJ1Qu6A27ANgNLMFZubGV3lXrnjSuzz7sOdJ+5EpBTBtHcab9j9Bt3EBqj3aOpErrxeL+69917cdtttyOVymJubw+c++zlcftnlAIB3vPMduO+B+3DBBRegUCjgf/7nf/B7v/d7+MAHPoBrr70WHMfhNa95DT7xiU/gxhtvhCRKqohx+7btuOoNV+GKK65AKpXCa1/7WnzlK19peSx/8zd/g1AohJtvvhknT56E3+/HwYMH21ZhAvV94Ci6PiXldDrxk5/8BO973/vwghe8AE6nE294wxvqzEb/6q/+CpFIBFdffTVomsY111yD17/+9XVl65/+9Kcx4h3B//r8/8KpxVO6j60TJEHCxrGt1A/N0li4cGEgukUtFJIFrD+9ro6TlXwFo7OjCMwFTC3AKvkKlh9bbpkWqgVjYboiNoVkAbHjMVTLVc2O3TRLIzgfVL11BgGakUlL7YKpFja3DSNTI7LWp8P1Fasi8ok88hv5Otf0bmB1WjF7cLav8guKDEqscoYgl8vB5/Mhm83WCRGNYPHhRXAFDsH5IALz7ZXeijCOtbLYfvF23PtsHG/7uuzTs3jLa5rev/70OvLxPDxjHkyepV/roBfVShUnf3MSADB51mRfPW6WHl1CJVeBxW7BwoULupg5IQSLDy+CL/JgrSy2XbRNN6PPx/NYf1oOswfmA30JdbbC6pOrqsvr7HnGyzhXn1hVc9Yz584YqiqrVCo4cewEpienYbPaTKUtJEnaqqCg5P41Rptc8sUt12ur02qsgzchsuni5mhkdVkNTbTVSrWuuWq/+v/UgitydUaB/UjjVLmqmvqiWdqwIWGlUsGpU6ewsLAAu31LlB85ElGr8kBt3rN91t+1Qj6ex/oz63WVNMGFoOkqmmKqiNUnV1ua41nsFtg8Ntjddtg9dti9dlOTLF/mET9eXyav3PMK8fVP+hGYD/TNrbodquUqTj54cusFSo6gj0yNwO61t72PJElCMVlEbiOHYrLYc02r3WPH3PlzhrczMn+f9sjNcxFWhxVcgQNf6VxC2ai54WtCeVqhuH4LimtXFf30t1GM9wBZSKx3QK7kK+ok6x3X74kD1AiJKfS9d1QthKqgRm2UwdLQ9rygVijY3DZTEbVafYpeIXHd9kK9ENdoiJhIRK24ohj9eh91/zVREJrRLh/vtH8FZs7fKBQHaIqmZOFzH9LIjW0WemHYB8jaMJXYQF7knC5io1XuPbZjzFRaVkkNx0/Em/5mc9sQnA8a6mvXCpIoIbWSQmo51RQZkkRJvpaU3KF8EO7vrWBxWOAOuFHOl9XUU7sSekKIqnnKx/Ndp53aod/GscCQ3JiCkXLwxrTU3skttnloNYtzZ/x17++3oFgRE7M2tq+rW77Eq+k7IykpxbyQK3CGUlKiIKphYZvLNjA3YgDIRXOyN4vPgcBcwPAElI3ILsx2jx3BhaDh7ZUIAgW5n5FhYlCjHaFZ460SgE1STmRiY2aVqoiBKYYyTE5EQVTJEWNlBpJaUUgHkQgszv60d6g1mGOsTE/0cdVyFRtHt9JRvgmfYS+lXkGrKiq8O2yuSlAQET0Slasza0HJvbF84e7EwgoKic0UVAvBsCIWHlTLj04I7wp3NPIkhIDLc8hGs2pa3wwohgLDMHD4HLDYLeqYXOWqECqCvJinKfin/BiZ6r8eckhuTMCIkV8tuSFky8gPAP73g8tN5KbfgmJCCKwua9+riFwBF3ZcvENuAKmzIosQWTNTLVcRWAgY0q1k1jIQOAFEIpjeP232sA1DFES11NTqshoWC4pVUc2Lm9ke2IpYERBzUZtabxwTnayJtNXugaKMN3GsFSKb2b4uujEAJ+paMkWz/ekhJQo1zQZ70D8KkK/z+uGtrteKwPV0ILWSaoqwTOydMNWgkityWH9qvc6fBZA1hZNnT/bk2im9oFqVO1sdVoztHIxY2AjaLfIETkBuI4dsNKsuRo2CYig4vA4E5gNNhrDZSBaFRAFiVYTFaUF4RxjOEX2VWL3AkNyYgGvUpbuTts1la5nT/cGhNXz2jfvrXnN4HaAZum8po3KmDL7EY2LPRF8+vxYUTcE5ol87UogXUC1XQTGUoUonUdgiCKMzowP15UivyFUDFE0hOGdc45NaScnbU5QpjVA5V0Y5UwY8xjtvAzKhVCIEZogFUF/+bWYiEapbEQqj29cKifW0mugFGlNFvQYhBEJl65pYbL2JAiSXkmqqmKIoTJw1MXAPG+U4EqcSWy9Qm/o/ExGk3EYO0aPRpvRQcD6I0bnuvWskUa6CSi2nNHUnFE0hMB/A6PTowMTC3UCSJBQTRWSj2SaiJgmSWqXWDqyNhXfMC0/Yo5l2U7qs1/oLVUtVRI9GMf+CeVTLVRSSBRSTRYztHOtbSnRIbkzAYreASARciYMkSm0HCIvdAq7AaebLX7En3PT+KlcFV+BUs8BeospVwZd4MBam7/42RkEIQXJZfhj8k8Y8YpSyRMbCDNS0T+AElVSNTI8YToUJnKCWj/sn/abShIlTCVk4SZmL9tVGbRirPnJECKm77xVyYqYTdm2TT73bC5wAUDKZqXNDHpDWpu9RG15UJ1KaobuK4iqfU86V6yab0PbQwPUghBAkTiXqGnFSNIWps6fgChiLeBCJIHYipppeKmBYBhNnTfQkglLKlhB5JtLUf0qBJ+RRU1BnMmrTTrlYrq2WppVTOc3Q8Ix54B3zwuFv3bKHEILEyYRmlZbACTj5wMk6fV0xWRySmzMNNrcNfIkHX+LrGp9pgWboujLZD79qNz73f47CqjFo9VNzo3haDDI0qBeKRTpFURidHtW9nVgVkV6RCcLo7GCjNooDKc3SGJ3Rf8zq9stJVZQ6Omd8+1K2hFK6BAqygLdcLsPp1B8pa4ra6CSUYlVUCQbN0GpVihlyYdRRWZIkldDUTjqtelj1GrVkqh9Rm9rzA+RVcjfPaqkkN+lNndyabFyjroEuAhRko1mkVuuJzfS+aUPRXUD+DtaeWmsyj7N77HIX7S7JBpFkz6lsJFsXVVRgdW6moEbOrBRUIxrTTnrA5TlQDAUiEtWHxhv2wjXq6ji2EkIQO95MOGvR2HOqkCwguNCfqtYhuTEJm9uGfCyPSr7SkdwwLAO+vNWuYX5zlbKYbM7fquSmD5O0Qm7OxIdSWc15x72GIiDp1TQkUZJ7oEz6+3R0zeDLPDKRDAAgMBswLMLly7wq3hudGTVnK39qU+tjt8Ib8CIWiwGQPVb0TIiiIKoEgbEwIJy+cs8qV21a/VGgQFgCSjBYPr456FIUBViAqtBexyaJEqq8RrsAiYYIsa+kvfZ6UQwFVCH/9BB8hQcRt/RPZvdBCEGpVEIsFoONkqO0rIMFEQjG94wPfHGjiIdtLhu4EgeapjG9f9pwZWCVq8p+OA0pIv+kH6Edoa4JbilTwsazG+p9WetbQzM0AvMBjEyNnNEpqEq+gsSphKl2CDa3TXV29wQ9usc1SZSw/sy6aoehF1yBg8AJfSkAGZIbk1BCup0asgFbURgiElAshbmAvFJZSjYbIomCKIs6ezz4EELUBpZGV0r9RjlXVs2hjERAxKqopnUCs+bMvsxCSQexVtbUKji5mASIfG+MzBivHCilS+o1C8wF1LJ5heDogcDLAmxQgMVq0d0XSayKml1/KVrW7Ogd+CVRqvOm0fP9EYnURTbqD0BeSPTrPlCvFzbLsns8wdWVflO9Kf122V0oLcnRPcbKYGrf1MA9V2rFw1yRgzvoRmAu0HFR2IhSuoT1Z9YhVkXQDA3WykIURIR3hbtunSDwAuIn4k2tH8rZMlg7C6fPidC20ECrMM2CEGKI2DAWBt6wF96w1/B30uq6GUEhWejLwvTM/6bOUCialUqhc18NhdwoxGVuM3KTKvLIlqvwKf2qNl1m+5HD5Ys8RF6ExWE543LEStTGHTLmzJtaSUESJbBW1nCTym5QyVfUnlmBeeOkiity6mAQmA0Yry7a1C4Asi2BNywTm4mJCYyNjaFa7bzUL+fKiB6JqudgpFw/diKGYqb14Dlx1kRHPQchBGtPrqFaqcJit2Bqz5SuiZwrcqpRoxYsdktfquVK2ZJaQu0adWFse++rjNaeWlMjBqFtoa4dtilCYfWxVbUpanhnuK9+Nkq6iGEZTOydAM3SSC4l61oSOHwOTOyZMJR21/KvkUQJ7qAbIzMjXWmHCCHIRrKIn4xralF84z4E5gK6WhOcKbB77LA6re1TUZTshO4d98I92rk5Zi0EXkBqOYXcRq6umMAsisnikNycSWCtLFgrC67AdeyLoTzIymrXbWMRdNuQKHBYTm51B68VKvYaStTmTEtJcUVO9aYIzOh3JBWroloCPWitTS2xMLNiVLY3G/UppUuqX1FwPlg3MDEMo6uJbPxoHLREg7WxCE4HDYXzGcKAlrTfTzM0nE5nR0F8IVGAWBJBg0ZoJgSHQ9+kS3jSdt/j28frnHh7AUIIYusxdb/j28Z7LvgvpoogHIHTLUdVA1PG/ZJqQQjB6hOrapRrZHqk7342qZWtJoqrT6zC7rXX6S9coy5Mnj1p6FmVBAmRoxEU4vX+NcFtwa47eVfyFWw8u6FZHWR1WRHeFYbTd2ZFufWAoij4xn2In9Q2M/SN++AZ8xiK4PFlHoVEAYVEoWMjUt3HyVBwjbj6dl8OyU0XsLltKKaKqJarbSMOymRTuzJYCDqRKHBYTBa3yM2AxMRnEhQxsHPEaaj8PbWSAhEJWNtgozalTEkN+YYWQoZTE+VceYvMmYj61EZtrE6rKafPcras3g+js6OGdQqN3boVOP1OjO8Z1xUZVKJ1jJWBJ2zgHFrIguxeOyb3TvZlhV3JV1Qy6Q17Dff96gRJlLDx7Ia8CqaA+Qvmu05HpZZS6nds99gR2hbqxaG2BCGkLjVRyVfqSIM75Mbk3klDz4sSpauNQDCWzWqoLhZpoiAieSq55WheA4qmEFwInvG6mk7whr0quTGTdiKEgCtwKqHhip3lF0YQ3hWGd9zb1yKAIbnpAgq5qRQqbQe82rSUgrmACw8tprFUI8DqV+sFIhFVn3EmkZtqpYrshtwkcHRWv9ZGqG6VYA86aqMM4HaPHe6Q8bRBLpqTNS52c1Gfcq6smkcG5427GQNy1QogEwszx1Bb4QTIE0JoWwj+Kb+u46kUKmo6d2R6xNAAp1WqOjo72hTB6iWy61nZe8pjN93vqB2Si0n1Ow3vDHetiSmlS0gsygSYZmlMnm2MVJjdZ+N9ocAT9mBi94ShY8jH8ogcjajiaqD7aihCCPLxPGLHY5rH6g66MbZj7IxL25sBa2MRXAjC6rLqTjsRiaiLr0KioMuk1ixsblvfqxuH5KYLKCyYK3BAmxS8mpaqidzMb4qKTyW2RMX9qpQq58ogEjHdIK5fyCfyaoNGI40i87E8LHaLnBYacNQmG8nC5rZhbOeYYWJRyVWQWc/AYrdgfPe4cSfgTXMsURDhn/KbIld8mUcumoPVZTXdcbl2JW1z2zCxd8KQ47VC8NxBt+Fce61QUpm4+5lq5QqcSgbdQePd2juhUqioRN0dcHetsxF4AeuHtzRJE3smBjJZK9dIE5s+THpAJIL4qbga0VXgm/RhbMeY6QlREiUkl5J1HjsKLHYLxnaOwR3o7tqfadBLxCVRQildQuxETFdLoW5hcVgMC5fNYEhuuoAqKu7g6KgQilpyE/LI23730VXc+ocH6v7eawKiTAhnkt5GFESklmRB8PwL9Ifhq1wViZMJuc3CvumBeJsA8gCgCHD9E37DwkwiEUSPytt7w15DZE5BPp5HKV0CzdKmelgBQPxEXG7B4bQaEhGrxxDLqxVDnjEPJvYYW5FXK1Vk1jIghMA34TN8r6saDgpYeOFC3yt/lNC+xWHpeTNWQogqUqYYyhRhbvy8yOGIGpUYmR7pmizpgSRIzT2dapCPyYuYTpOtwAtYf2ZddtzeBEVTCO8Md7WIKaVLiD4bhVCRS45VfyRKrs40S/Kfy5BECcV0EflYHsVkUW746XOYIjcUTcHutcPutsM16gJjZVAtV8EXeXBFTvaD27RCsXvs8sJuAFYEQ3LTBSx2C6xOa8fyQCVyIwhbJayLGmXgkigB1KaHRg8h8ALsXvtAOrHqRXIxCbEqIjgfNNRDKnYsBkmU5JBrj1fR7ZA4lUC1UoXT74Rv0vhAm1pJgStysDqtpgz7REFE7Lhc5h3aFjI1qRdTRRQSBVA0ZbraR83jWxlMnjVpePvkYhKEEDi8DsMusqVMSV0AjO8e7zuxKaVr9FXbjOurOiGzllEXRqGF7p1uk0vJLZ2Nt/86GwW5eK6p/UEjOi0ABV7A6pOr4PJb2g6L3YLJsydNr/LFqoj4iXhdVIlmaYCT9WFjO8f63mPvTIIWoan7ewstnRbsXjucfic8QY+mVtLmtCGRS6CQLIBIBA6/Y2BRRAVDctMFKIrCwgsXOr7POeIERVN1FRZXnDOBf7znBABgMVHEfNAlf/Gkt7oYIhEUEgW1W/aZAK7AIb2ahsVuMeTxko/nUUgUYHVZTTkCm0UpW0J6NS2vIneHTXXtVsphx3ePm4o2JU4lIPIiHF6HqVUskYhKjkZnRk0NMsVUUc3DT59jvNyaL/HqRBPcZlwvpLQPsHvsXfuadAIhRCVydq+95xGQaqWK+KnNz/fYu3YMLqaL6j1GszQmz+q/zgaQozaxY629lRgrA3fAjcB866hNOVvG+tPr8qKOAkDkyqqJvROmOtQTQpCPbWprGkqVGZbB1Dlyu4czzaW9H5BECcVUEfm4NqGpBVfgABqAxlsoWq5scgfdcAVcbRcWkiBh7ek1lWgDck/D2PEYps6ZQrVSVX26fBM+U1FsPRiSmwGAtbIAqe8irlRIAcA3f7uMv75i71YDwB6mpYrpIiRB6nsZqF4QQrBxXA7Fj+0Y0x0OFgVRHUTN6FXMojYdFdoWMhRlAjbP99kNEELgn/IbdmQFZM1UZi0DUHKVgZlBObOeAV/iwdpYQ+JtBbWT/cjMiKnGrkqVl2vUZXhAK6VL6mA5vnvc8L6NIh/Pb0VVtod6PhHGjsVUsawZwlwLSZKQWkmBtbMQKsLAVsiiIOLUb081RW1sbpuqH2rXYJgQgux6Vh4PNj/C4XPAOeI0nXblyzw2nt2om1gBmfCFtoXgm/CddlKjLDhtHpvh8UQPaglNIVmoE2W3PzDZnFa572mWVr9HPe0XgE2voyfXNCN1hUQBJx44Udc2hbWyQ3LzXAZFUWDtLKqcdj5zbFN/049S8HwsD4qiBpJ714N8PI9ypgzXqMvQMSVOJiDwgkwQ+mhE1rTfxQSq5SocPoep1XVmPSO7nNpYhBaMpwmIJJMjABidHjXV8FTgBZVYjG3XTyhrkdvIgStwst5n1njFUCVfQT4uGx8a7SVDCFGrfzxjnr43fZUkCYmT8v7cQXfPvU6USQeQo2jdNrCMHYuhlCrJ6cYdYwPT2aweWq2rOvJP+TE6OwqLrTOxkkQJG8c2ZHH5JmwuG8b3jJua8IlEkFpNyWnPBrLlGfNgbPvYaXcXFngB2UgWmfUMBE4ey8I7m5sndwOuyGHp0SX9hKYGjJWB3WOXJQxBDxw+h6FFJF/msfrEalvdTmMTUqWKtx8YkpsBwWKzQKjUf7F/fOEsvvngMtKb1SeiuNUduReQRFno5wq4zogqKUmQED8RB0XJg7BelLIlZNYzpgmCWZRzZaRX5HSUGRFctVJVox3ju8dNkdbMekbuKm9j24b22yFxKqEKBs1UWEmipJKjwJzxPlrKMQByJ2UztvuKcVhwvj9N9mqRXc9uldv3uKlfbQTSYreY/k4VZCNZZCNyqs834cPItPFWHkYhVkWsPrGqrs4pmsLUvindBQvVShVrT63Vta7xjHnkZ8TE2FfOlbFxdKPJi8VityC8M2y443ivUSlUkFnNIBer1yZlo1kEF4I9HZutTitomlbnkk5grAw8IQ88oU0yYyKqJYkSMpGMWuhhBJV8BWJVNDWmdMKQ3AwIrJ1tCtXt2JxoTsRk0WKvIzfFtJxjPVNSUsnlJAROwOjsqG4xsCRJakVJeGe4LwaHrfarpKPMiJfVdJRI1K66RlHlqiopCO8Mmxr4K/mKOvmZrcZJr6YhcAIsdos5R+Ua40NTUZvNa+Ab9/VdRC4Koqpd8U34eq5Tq+00Hd5l7jtVoDjsAoDD6+hLS4hGCJyAlSdWwBflBZnVacXMgRndUZFiqojIM5E6z6+xHWO6PZJqIQkS4qfiml2oR2ZGEJwPnrYqKCIRFJIFpFfTLR19iUiQi+Z6SkiVKL3yzGuhF4QGkOeXbCSLYqqo2bpCL0rZEjzB3s9RQ3IzIFhsliYL8e1jMrk5vvm6JEqgKKpn5c35WB4UTZ0R/g18iZd1ATbWkBFaajkFvsTDE/IMNLWWXEyCL/Gwe+2mBp98LI9iqgjGwhiKUtUifjyu9tAxc+6EEGwckyc//6TfVPpD6SMDyCJgo/dmrVbHDDkpJAryooDS79vRDVLLKYiCKDvV9jhKxJd5JE4lwFpYeMfNEV4FYlVUu2MzFmYgRn3VchUrh1bUqJbdY8f0/mldq25CCFIrKTXdB0A9bjOaC77MI7GYQH4jX/e63WNHeFd4ID4qWhCrIrKRLNJr6aYUTCPcIbcp7VoneMY8TeSGtbJwh9zdRWgESfb62siimCwajtK0Qik9JDfPabA2Vu6CLIhqGHLHJrlZShZRFSVIgtSzyERtSmpQ0Y5WIGSzUocY03xwRQ6ppRRoljZNEMygnCsjtZwCRZlMR3FVtTJpbOeYqZBrIVlAPp5XdRRmkI/lUclVQLO06fRKcikJSZRg99hNRQCLySIquQooijKcgqnV2vgn/H1vXiiKourXMjoz2lONhuJpQyS5ZUg3xIkQgvVn1lWSMXn2ZN/1JFyRk3tVbU7YDp8DU/umdKVUJEFC5EikzgvH7t10G9ahz6kFIQSZtQziJ+OqMWklVzHskt1rcEW5AjS30b4snmZp+Cf98E/6+yb6dvqcYCyMHMXpgtAoLRiKqSKK6aIcgeoNnwEgpzOdfmffiOiQ3AwIyo0sVAQwbnlAmPDa4bAwKFdFrKRKcIpSz8KoxZTMrL0h40ZtvUYhUUAxVYTT79St+VBWeoQQjG0bnBiQSHIaxOFzwBVwmUpLpJZTcu6bpU0RAiIR1cnYP2VuECQSUTuXBxeCpgiWwAsobrYHMVsxpJR+mzmPUqYEqSqBoqmBRG3SK2k5Sjjm6bnVQGY9g1KmJBPmPd1V+yUXt/xsQttDfas2UVDJV7D6xKpaVm2kAaZWfyizbsNckUP0aFRtzgnI0STPmAehbd37BJmBwAtIr6WRWmp2Pq6F1WXFyNQIvGFv31NlFE1h9uAsLHaL4WdW4AQU00UUU0W5pUYPun43wuKwYGLPBOwee1+jjUNyMyAok3OVq6rVHjRNYVvIhafXczgeK+Ac9C5yo6SkTreYThIlpFfTcPgdhjQfmbUMctEcAnOBgbVYUHQypXQJo7Ojpia4bCSLzFoGDp9D9hox4yJ8Mo5isgj/pB8jU+by8cmlJArJAvxTftPOuopxYWA+YGoCLaZl00B30G24/FxpNSFUBbnfUp/JbbVSVdNvI9MjPY128mUe8RNyai6wEOhKx1NIFFS/H0/I03cBcTlbxuoTq6pNhVFX6kq+ohIbiqIQ3mXcbZhIBKnlFJJLsgGkArtXdrvtl39XbiOH9FoanqCn6f7lSzxSqynkojlQFAWKpjQjNu6gGyNTI3D4zWtbzMBIxRkhsj4oeSrZ8waZWrDYLaYsMYxiSG4GhNrITS12jLnx9HoOJ+JFnDVq6wmrl0QJhaQ8qZxOW3GFLJRzZcwcmNE9CBUSBcSOx1Tzr0ENCqnlFLLRLDwhD4ILxk3mShnZ5p21sbpXto3IxXJIr6Zhc9vkaImJlU0pU0JyKQmL3SKfh4nPKKZksaDVaTXniyMRxJ6VU3P+Kb9hN+F8LI9ytiwb9g2A3MaOx0AkAt+4r6dWA4TIbTeIJFvPj06bjwjxZR6RIxEAspC33zb2fIlH7MSWQZ9vwmfYZ8k37kMlV0EhWcDU2VOGNSaVfAXRI9G6SXcQKahiqojIYflaV3IV2Dw2uEZcKGfLSK2k6lJsBLLjttI5nmZpuXJtcqTvqVSzEKuiHKFJyj+gmxvimsKmCWM7mGn7YgZDcjMg0AwNhmWavG4cm+mCL/3iGK64cm9PSuIkUYI37O2LSMsIlBz02M4x3Sv/Sr6C9WfW5YaMZ00MjNjkYjkkTiXk1eAeEzqbclV2WaXkslgzrQG4IofokSholsbUOVOmyJFYFdVBeWLvhKkyU0mQ1D5Y43vMOSqnVlLgy3KKx2hPM0mUVBHy2I7u+i3pgdKWgmZpBLf1VkScWc+gnCl3nY6SRAnrT63LujxGbhjaTy1dpVCRfWyqIqxOK9xBtynCD8jfYWA+YOiZkEQJycWk2lRUgXPEifFd430lDdVKFevPrNe9FjseA83QdSmxWgi8AIvTgtHp0YGknoyCEAK+xKOYLKKQLGhWcFkcFkO9pWiGhsVugTvkhm/cB4qmwFplbSlX5MAVOFTyFTl6V+ZBM7R8fcaH5OZ5B8eIoy6sCgC/PiELJku8CIfP0RNyw1rZgbi4tkMxVUT8RBy+CZ/uzs9Vroq1J9fAWBi5KeaABohytozo4SgsdospUiEJElafkieCyXMmTVUlSYIkV79IBFPnTJnT2WxGygROQHA+aDr0Gz8Zh8AJGJkZMRXF4Ms8kktJ0Axtqjw5tZyCwAnwhr19D1/XtqUIzgd72q+ql+mo9Gpa1T+M7+lfKgaoT0VRlBwl6aZSUZn09KKUKSF6NFo30dKsfC95x719JbuSJD+HjaXNSul7IxgLI6d+J/2qiPdMgSRJKGfKKCQLKCaLdQ75WmCtbFtyQ7M0nCNOuEZccI26Wo5RNEPD4XUM1GxVC0NyM0A4vI66jrcA8Lr9k/jKZo+p4EII9IDaCvQTfJnH+jPrcHgdCO/UF8aWBAlrT65BFEXMnjc7MAExX+ax9tQaKMZcxEXpxMwXeQQXgqaiZYQQRI5GwJd4BOYDpkuEcxs55ON5OHwOU805AXliyaxnYHFYTFf0KCme0I6Q4e+xWq4itZJSUw/9RnpNFhFbXVbdJFwPCCGIHqlJR3UhUC4kC0icSoBmaIR2hPrqW1VMFbH21BqIREAxFKbPme5pr7t2kAQJsZMxZNfry5jdQfdAdFeA7PbcqcknIEc5lCjEmRSlEThBJjOpolpUohda4mG7V+707Rpxwe6194S8iYKISq6CcrYM54hz2H7h+QCHz4HUslwBpNwk73zJNpXcPBPJ4ZypwYhn+wWFpNAMjclz9HlvEEKwfngdXIHD1L6pru3o9UJxWhUFETP79WuCapE4JXe+9Yw1iw71Ir2aRiFegGvUZboqiC/x2Di2AZqhMbHXXDqvto/W+B5zbrH5hNygz+a2mTL8i52QiVFwIdj3yUzgBNWwL7wz3NPKjcya3HZDTUeZnBT4Eo/IM3Ka0Tfh60qz0wn5eF5OxxB5lT69f3pgq+9quYqNYxuoFLaIBWNhEN4VHpgJaWY909b8DpCrnoLzQbiD7jMmSkMIAVfkUIgXkNvIdYzQtPsci8MCp9+p9n/rNpNACEG1UlXJTDlbrtNPSaI0JDfPB9jddkiChGqlqqrZR1xbqvaNXOU5TW4IIYgciaBaqWL23FndUZD4Cbk6aGzH2MAMByVJwtpTa6iWqxjfM25qdZrbyCG1nILdYzct7ixlSoifiMNit5gmJUSSo0dEJBg/a9x0SaxSHeWf8pvqpySJWx2izTT4VKqrjHaLN4v4Sdkk0TPm6ekAy5d5VTMUXAiaTiGJgoi1p9bUCaCfkaxsJKvqrBgrY6gAoBsozTNjJ+VGoja3DSIvwhv2YmyHOY8ooxB4AZFnIrr6HNmctjPC8Z0QgnK2jEKigEKioBIah9+hn9xQsieOK+CCO+Duifs3kQgqhU0ik5PJTDuhciv35l5gSG4GCIqmYPfYUc6W60r1fu/AJH54aB1Honm8Ym9vG6kNEsmlJAqJAib2TuiuikivpZFeTcM/5R9IXxxgy1CtnC3LpebjxgllOVdG9EgUrJU1Lf4VOEEWIdMUJs+eND2QJxYTqOQr8I57TVcilLNlpFfTsNgtpifR5JLcXsM3abziqFb7YsYDxSjK2TJyG7m+pL8UwitJkmmSRghB9HAUfImXie9Z+suvjSK9mlavvcVuwfSB6Z52qyaEIHEyAVEQ5e9281mpVqqIHo3WdfCmWRoz58703bsHkMljejWtRu/0IJ/I10XeBwlJklBKl1RCo5VGkqrt2yAwFkYmM6NuOEedPelrpbRXKWfLqOQrhlJhlUIFUg/93WoxJDcDht0nO2rWTqi7xz3AIeBoNN9myzMb+XgeycUkRmZkoyo9KCaLiB2LwTXqGkhfHAWppRRyGzl4xjymGhcKnIC1p9YACrJOx0T6hEgE60+vQ6yKGN89btqls5QuIbWcgsVhQXiHOWIsiVvVUeHd5vodcUUOqZUUGAtjqrlpZj0DvsjLgsU+ezPVtqUIzAV6av6Wj+eRjWTB2ljMnj9rehJMLso+RRRNYfKcyZ4KnRUoXkKKb47RPlF6kY/n1aonmpZ1Q9lIFvETcdU/h6IphLaH4J/sv8OwWJVJTXotbbgn0iCiWbUQBVGucEoUUEgVOnb75oocKIaqe5/NbYM74IYr4JKN87q8vkQiqOQrKGVKcrSLdNHdm8gVsv0gs0NyM2A4vA51MFGwZ1wOcz678dwkN1yBQ+RwBM4R/aFzvsQjsZyA1WWVze4GJKTOrGeQWc/AE/KY1kLQLA2nT3ZbNktKkstJVCtV+CZ8pn1cRFFE9NkoQAGTe82XBieX5D5avgmf4bJtoIYsENkx12gESqyKcpsFajCl34VEQdUX9DL9JXCCShIn9kzAYjVHmvLxvDpGTOyZ6IsGjRCC+PE40mtpAMb6RBnaj0Tq+kml19IoZUt1HcEdPgfG94z3NFqkBYETkFpNIbOW0Ywu0Cwt9/wacclVrQR1/1I0BdeoayDkKx/Po5AooJQuNVXYtgNFUXD4HKApWk03dUtWJVFSyUw5I6ebaq9ftxWN5Wx5SG6eD3B4HeAKXF0fqd2b5OZEvICqKMFyBqnv9YCxMGpFg54Hv5QpYe2pNdXFdxC9r5TQeGolhZHpEdPtBAC51NGsB0/tanlkesR0zyciyWkLEGB817jpBnxckUMpXVJNA82gmCqCiAQOn0N31K4WmUgGrJWFa9RcuwsjkEQJ8RNyqfvswdmepb8UvZkkyKkosxVGykIBAEZnR+EZ64++I72SRjYmi2cdfgemz5nuy3OYWc80aUAUYjOoflCK+3Q2ktUkCu6gG6Nzo3B4Tm/psgK+xKvd3vWAZmQi4wl64BrtvpegJEqq+LeUKaGSq7QlWEa8cWpBURTsXntfopLAkNwMHKyNhdVlRaWwFYqb8jvgsbHIcwJOxosq2XmugLWxmDxrUtd7s1FZuOif8Mur9AFEbJQqoHw8j7EdYz3R9pglNvGTcaRX0hiZMk+wCCGIPhtFIVHA2M4x85Gfqoi1J2XB6uzBWVP5d4EXsHF0A6CAufPnDJ8PV+SQPJWEzWNDYKH//aMSi7JoOrgQ7GnDvsxaRiaJLptpwipWRbUM2zXqMv057VBLri12C1wjLozvNlcZ1wmiILbUszAsg9mDsz0RsbYCX+KRXE4it5Frds2lAG/Yi8BsoK/HYAZ2rx2MlWkrxGWs8oLSE5TF8N2Oo+WcLE4uZUpyKbyBBpkCL4CxMB37UDEWBg6fQ/7xOmDz2PqqrRuSm9MAT8iDSm6L3FAUhV3jHjyylMaRaO45R270oHZQ7RXB0AOBl/UxXIHD1DlTXZmRdQNCCGLHYsisZzA6O2ra7ZUQgviJOHLRHIILQdO9pxTNT5WrYubAjKmUgNJaQOAFzJw7Y9wjSCJbpee7x8Ew/a2MqeQqSK+kYXVZe9oYkytyiJ+Ig6IoTOydMDVgE2mr07fFYemLO3djKso34cPo7Gjfoiap5RREQXvCEwURlXylL8RCEiVk1jNIr6bVLuYKKIpSz/t0NNrUA4qi4A64m8rSLQ4LPEEP3EF3154zSvl4KV1SBd3FVNH051nsliZyY3VZZTO/TUJjppFnNxiSm9MAT8iD6NFonS9KaZOlf+Fnz+L3z506XYfWFyiC1UKiMFCCwZd4rD4pO63Onjfb05W6ESgkQCEk3XS4Ti2lkF5NY2R6xLSvDiD7yZQyJYR3hU3nuzNrGRSTRQTmzDXWTK2mUMlXENoW6ns6ikhkq6XE7u66ctdCkiREnonI3et3jKlNcY0iG8minCuDZuTWG72oYqkFkeRoXy6aAwCM7RwzTYz1gCtxaiPSVoidiMEz5unZhCeJErKRLJLLSYibju8KuaEYCv5JP0anRwdmENoNPCEPspEsbG6bTGhCcql2N9eKL/MqmSll6jt+m71vgc1shNMqOxNvRmXsXvtAyvjbHtdp3fv/pbC5bHKvjwoPq11euRyOyIPOYtKk6vwMhcALWH9KXpEOkmCUsiWsP7kOxspg7uDcaVulEUnWYuRjeYS2h7qKGKRX00gsJuAb93WlGcqsZ5BZy8A/6TftylvJVxA/EYfD5zBF1pR0lN1rH4inTWolBa7IYWTaXEuJVkicSoArcnCOOE2ZFgKyBm3j+AYsdgvGdo71nOgpBExp9ji+Z9yU/YFeFBIFuZqwA3pRuQPI55eNZJFaSkHgtyI15VwZFrsF3rAXI9Mjp32yNQKn34ltL9rW1bgl8IJc0bRJaNr53/BFXlfTS0CO0jj9Tjj8Djh9zjO2OeiQ3Jwm+MZ9yEVyal79kh0B/Pq4fr+F5wK4Iqf6uMyePwuLbTAPQW4jh+iRqCxY7sI/pltIkoTI0xEUkgWEd4ZNT36AfE6x4zFZuL3buEGeglKmhI1jG3D6nRjbYa78XhLlyZJi5DSM0ShIYzqq36FqvsQjuZgEa2NNt5TQQildQnolDZqlMbHHXBqJL/NYf1p2BQ5tC8E92tuopiTKZpWldElOm5010TcTOkIIMmsZ1TNHgdVplX8cVlicFlgd8v8Za5futxJBNppV/ZVqYffYEVwIwuF39N0zqR+gaMowsZFEqY7M1DoBdwIhBDaXTXMbq9MKh8+hEppBjePdYkhuOmHpAeDHHwTmXwyc/3ZgZAGwdB998I37sPTIEkZnR0EzNP76ir14zRfvAwAkChyCXYQJTzckUUJqOYXUSgqjs6MYnR4dSEWUWBURPxlHOVuGJ+zB+K7epR+MonZS6XalXEgU1FL7brQY1Yrcudxis2DybPPl9xvHNsCXeUyeM2lqZZla2UxHbR9AOmozJUgIkYWzPboPxaqIyBG5qml897ipVIckyPeIWBXlvmQ9Jh2KYLycK4OiKUydM2W6b1knVLkqokfqDfmcI05M75/uvXZIIsht5JBcSjZFI2xuWdA9iJLtMwFqt+9UEZV8BfmYeTsRipGvl9VlhdPnVMlMv6qZ+o3n5lEPEj94D5A6CWw8BTx4OwAK8M8AgZ1AYMfmz3YguBPwTgM6Vwk0Q2NkegSplRSC80GcPbk1+R2O5PCSnf1vGtgPFBIFxI7HwFiZgaWhCCHIRXOIn4yDsTJd6Uh6AaVLeDlbxuRZk12V85YyJaw/sw67146ps6dMr0KVnl+SJGHm3BnT0azcRg65aA7+Sb+pJqFcgUNycTMdNQBReTaSRTlbhjfs7enEXs6WIfACvONeU6SktuFqN33JWkHgBaw+sQquwMl9ovZN963Dei6Ww8azG6ohnnPEifE94z1f4RNCkI/l5Yq3hvJjm8uGwHzgjOr51C9IgoRiuqg2x1SiVmaIu91jh9PvhHNETi8xLPOcSt+1w5DcdMKrbgG++Yfy/21egMsBmWX558Td9e9l7cDothrSs/kT3Ak4mwcv34QPq0/Ik6DD58DL91G4L/r/4fOP34VHcrvw+p2vx5x3bgAn2T2q5Spix2MoZ8sIbg/CN+4byCBTyVewcWwDXJFDcF6uHjpd0RpAXi1Hn42ikq1g6uzuxNOVfAVrT67B4rBgep95HxLFg4UryhVjZqMlfFn237C5zHniKPojUDCdxjECgRMQPxGXXZNNevi0gjvoxtzBOdPGc0rD1W76krVCtVLF6qFV8GUejIXB9IHpvhgBilURG8c21GhBv3xrCCGqAzpf4uv+ZnVuNrIMPX9JDSEEfJFHIVVQ2xxoaWMkQYLVaW26RrWwOOTyf6Ub9/OFyGiBIkbsD58HyOVy8Pl8yGaz8HoNGo4RAhQTQPI4kDy2+e8J+d/USUBsfVPV4ZV/A4R2A8FdqDomIYnAjyM/xg333wCJUKAoAoaiQUDwqYs/hSt3XGn4PAcFSZTk/ixLSXjDXoS2GXeoNQNREJE4lUBmLQPPmAdj28dOexVEKV1C5EhEnUzNuP0q4IocYsdjqJZlIXY355Y4lUByKdlVpRaRCJYfWwZX5DB3/pwpgpRcSiJxKtG1sFovVp9aRTFRxMTeCVPmgv1CbiOHyOEIWCuLufPnenrfilURK0+sgMtzYG2sXObfh3LrYqqI6JGoKuC1uW2Y2DvR8zRjtVxFYjEBvsTL/iubsDgsCM4He1ptdSZBFESU0iUUk5vRGV7ovBFkt+DaZpSMlZHJjBKdOUPL3/XCyPw9jNwYAUUB7pD8M3dR/d8kUY7mJE/UEJ9N8pNdqX/vzz6h/tfCOrAUWsCN9gIIAIqSuaZI5DK9G+6/AQfHDmLWO9vPMzOMKldFNpJFNpqFzWnDzLkzPa1CaQUlNB07EQPDyqvSbkhELyCJEhKnEkivpuGb8GFs+1hX2o58PI/IkQgcXgdmzuuu108ulkMxXYQn3F3qQ9HJhHeHTU1gXJFD4lQCDq9jIOmoUqaEaqkqp4365PJrBkrDVbVnVA+JjcALWD20ClEQYffYMXm2OU1UO0iihMTJhOqVA8j9uQJzgZ5GTMWqiORSUm6VsNkqA5ArdQLzAXjHvKc1QtsPEELUKsRyTjs60w40Q8Nil1NLzhGZzHRbPv5cxpDc9Ao0A4wuyD87L63/G18CHv468Ku/AxZeClA0ED8qkyChjDsra6BsXpk8NYAiEr53x+/g/ak08JIPAi/9MMCeHrExIQTFVBHZ9SxK2RK8Y15MnT01sPLuSrGC2LEYKrkKAnMBjM6MnvYBrpKvIHI4ArEqdu3h09iaIbQt1NX5Kd2eR2dGEdxmzjQQkMlW4lQCwW1BU8JoIhFsPLsB54hTd4uObiAJsiM1KCC8o//704tqpSo7EBOCiT0TPV0MVCtVrD6xCr7EwzXqwsRZEz33yhF4AbHjMRSSckm5xWGRz6OHWh4lEpxaTqlNNQHAYrMgNB+S00/PI1JDJIJSZrPTd7IAgRNkIqeT2NjcNrhGXXCNuuDwOp5X16ZbDMnNIGB1AhdfK//UQhSAzBLWH7gBJPkEtO5oQgjWFWv0X/2d/BPcDYTPAsaUn71yFVefSh75Mo/cRk7tduyf8GPirIm+WLY3gkgEhWQB2UgWXImD3WPHwgsXTnt4lRCC1HIKicUE3AE3wrvCXVUViFURkcMRlDKlrtMohBAkTiWQWk51nQIqpouIPBORXV1nzLnZxk7EUM6VMXtuf+321f0dj6m+SoOo0tMDpXpO5EWMzo72NE3Gl3msHlpFtVKFJ+QxVZ7fCcV0USbxvAi71w6by9Z1hLIWaln3YrIuBWNz2xDaFupbldfpgFgVUUzJnb6LqWIdiQMA1sq27NdEszRcIy6V0JzuVPyZjOGVOZ1gWCCwHZMTF4BKPQWQZqtyiqIxKTTkWxNH5Z+n79x6zeIEQntkshPeJDxjZwPuMc2IUCsIvIBKvqL+cHkOFrsFNrcNU/um+iJM1AJX5JCNZpGL5kCzNHzjPtMlt70GX+YRPRxFpVjB+K5xeMe9XUUHuAKHtafXAALMHpzt6horUZLsRrbrEvRKroK1p9bgCroQ3mUuApKNZpFZyyC8K9y3ap1a5ON5ZKNZBOYCA9mfXqSWU+AKHNxBd097RnFFDquHVuXKrbC3p+7LwGZX71Nyw1lAFvCO7xrvytG27vP/f/beM0ySs7waPlXVXZ1zmNCTNq82r1YBIZEsogCTsxH5BUywwZhkWxjsz9gvfgEbsIVtghPBiGQMSIAwSgTlzXF2Yufc1VXVlb8fz1TPzE7qUD0zK/ZcV18Tu7tmurqe89z3uc8xDNQLdRQmCouEsHannYzHP0E0NbIogy/yzfym1XBpjIHD64A34oUn7CHGh1eqMy1h41eKK8BLdrwEXzn5lWV/ZlAUXvqm+6F7hsAX6qhPXYCtfBZeYwaO+gXQxTOkxaUIQOpRclsG6v7XQRt8ErToXmi+LdDBwNAN6JoOQzeaZIaiKTh9Tjh9ToSHw3B4HZaXt1eCrungchyq6Soa9QZ8MR8G9w7CFXBtmgucpmiYemQKDo8DY9eMdTwtY4LLzelr5hLSuxFjm+Z6fJnH0L4heCLdCZpnj8/C5XeRSkAH//8G10D2XBaB/kDH4Z7tQJVVZM9l4fQ5u4q4sBqm0Zy/z29pW67BNTB7bBaaoiE4GER8R9zS94ksykifSjeFvMHBIGLbYpZVbIWKgPzFPBq1eaEwY2cQGY0gMBi4LM33TJj6GbPdJPOtDZtQNAXWzS5qN12uPjMbjSvTUpsE37vwPTItpQMGkRaDobHstJQqq6gX6qhlazB0A96wCz5bAbbKOeiZk0D2JOjMo6Dr6WWfy6BZqKGd0MJ7oEf3wujbB/TvgzOyPpNOC6GpGhq1BrgCBy7Lwe6yIzAQgD/u37RjikJF6JpwLWwddauJAeYTpWVeRuJAois9h9JQMP3YNGwsmbbppPVgkkDGzmD40HDPW5iGYSB5PAmhIhDSuUmSnoWqgNnHZ2F32TtOXl8OYlUkuWmqbsn5cylq2TnvGk0HbaPRv6vfMpNBiZdQuFhoancAsqiHh8MIDYfWbTPVC+iaDr7Ik+tZi4Z6DMvAG/HCG/XCHXSvS7v/ckU76/cVcrOJMF2bxj899nXccfQ4dCWE7936h9gT27bqfVRJRb1YB5fnoMkaPBEPfFEfHD4HKKEI/OKvAVUE7B4gc5zc5BXedKEtgFgCGlVg6Frg1V8nk2EWwUyibdQaaNQaEGsilIaypOz6RIc5EaEqKqKj0a6neRSJ+Jromt716K8qq5h5nEz3dZL0DZDX2TSQGz2yPrlelVQF2XPZngdCtgNFVDD16BQA0m7stspngi/zSB5PwtANRLdELU321lUd2fNZ1LIk684VIJU7K15DQzdQSVea480mAgMBRMeim6Ll3AmahCbPoV6sw9BXjjIwwbpZeKOE0FiVsfXbgCvkZhVsNLmReGnNUdob//rnSFZE/NPL9uPZ17Y+Aq6pWnPXIPMy3CE3fFEfqTKYfVpdBypT80Qnc4x8rK0QdBcYBgYPAYOHyW3g0LKGhCsek6KRMeJaAyInwma3wel3wuUn6bEOr+O3poesNBQUJgqo5WoI9AcQGYt07eIq8RJmj80SF9oDQ109nq7qmDk6A1VWMXJ4pOMFLT+eR2mmhOGDw3CHeu8ULQsyJh+ehCvg6ondfyfQVA3Tj01DFmTyf7DIMbterCN1IgXDMCz3CxJrItKn0s1Ig+hYFOFRa4gTX+aRu5BrtmdsDhucPidiW2ObpsrWDnRNb24q+SIPQ1+6jNI2uunaDACuoKtZobGK6P624YrPzSaFKdDccv2WVUuPV4+GkKyIeHSy1Ba5YWwM/H1++Pv8JEStLKCarSJzLgN30A1v1AtPyAPKHFnf87vzd+aLQPY4cO/fApP3zX+/OkNup38w/73Q2DzZGTwM9O1bkfCYxCU0FMKAf+C3sn+sqRpK0yWUZ8twB90Yu2bMErMzsSYieSwJ1sMisS/RnV5H15E8mYQiKhg+PNwxseFyHEozZEprPYiNoZMYA4qm1sX1uKVjMgykT5Fohf7d/ZYRG67ANUM2+3b2dZzofikMw0BppoTCRAEwCPEY3DNoiSBbFmXkx/PNRHIA8Pf7ER4Jw+G+vPLzdFVHvVQHl+PAl5YnNAvh8rtAMRQhNBHvpm2zbwQ0RYPES2BsjGXi9Evx27fSbBAMw0DuQg7RLdE1e6qHhoP4wdEUTmQ7D0GjGbpZ9tR1HXyJRy1D+uieiAf+uH+xbsQTAbY+ndxMNGqkspN6bP5WugiUJ8lt4bQWANA24Hl/Q1pa8b0AYwPN0IhtvTxzsrqFWYY3E6kT+xOWGA6aWVrVTBXOgBODewa76tMbhoHM6QzEqojhQ8MdEy+Jl5A+k4Yv7lsXoz4AKE4X0eAaGNxrrSFeN8iP58GXeISHw11Nqy2EUBGQv5CH3UGmiKwaJV9oQAkAvpgPfTv7ul6IdVVHcaqI8mwZZnPA6Xcivj2+LmafVqFdQuMOueGL+eCNen8rN3KXwjAMKA0FUl1q3hr1RjMPKzBApmB7gSv//XVCPV+Hruvw9699UTo0HAQAnCoIMAyj690oTdPwRX3wRX3QVR1cgUNpugRZkOGL+eDr88HhcSx9HqefpKGP3TT/PbEMpI/Ok51T35//ma4CP/wj8rndDQxeDQxdQ8jO0LWAr6+rv+NygTnemr+Yh6GT9oG/r7txcRNmvpPESYjviMMb83Y9VaLJWjN3qtOFR1M0zB6fBetiLc9KWgmSIKFeqMPf11l4ZS9QSVdQni3DG/EiutWakW9TY0PRlKUBmLIoI3UyBalO/KOCg8GubQ0WhtiaI802hw2xrbHLaqxblVVwOQ7lZHlFzxkTVwgNga7pJCaj3lhEZi718VkIqb6yLqlb/Pa+EusIXdORv5hH/+7WLvp7B/2w0RRKDRXJioghC8v7pmdMoD9A3sB5rpno6+8jVvWr9oNdoaUVnpmHgF99nnjqFM4DyUdIwOjU/eRmwjcIcCny+Rt/BIw8iTg7P0FgGAbEqojCRAFSXUJ4JIzQUMiS6QfDMFCeLaMwUYA36sXYdWOWXUhtDhvGrhnrWPtkBmI6PA7Et8fXZdrDHHunaArxHfGeP18rEMpCM1i00/H5S8GXeCRPJEHTNAnAtEhwz+U5ZM5koGu6ZSneQlVA7nyuuWCZE1DhkfBlMQGka3pzCtUUPLsCrmXJzRVCQ65JqqyiPFMGX+JXDexcCRIvWbKBXw6/na/KOqOcLMPhdbTce3faGahz5c9/+9UUPnrLVT05LhtrQygRQigRgiIqqOVq5ELK0PDHCdFp6Y07fC0w/K/zX+s6UDgHzD40d3sYyJ2aJzYA8NVbANYHDF9HcrpGngwkrgbsl0/J2oTES+ByHGrZGnRNR6A/QNokFl30JF4iIYWSisE9g11FPKyEbohN6mQKMi9j+FDnWp12kRsnLsRj14xtitFhWZSRPJkEY2OQ2J+wxLnXFA/TNhrDB4ct0SYYuoH8xXyzDRUZm8uF6mJxURoK8hfzi0affXEfYltjG+4kvhYMw4BQFlDL1sAVOBja4raT2T4BrhAaVVps8NrgGtAUDa6AqyNiA5DzURGVnojKr0xL9RiqrGLywUkyCtrGCzj24R82P5/86+f34tBWhFSXUMvVwOU4uINuuAIu+GK+7i7YjRow+yDwHy9b+XcYlgiUR24gVZ34VUS8vAmhNAgZ5LIc5IZM2n5xHxFsWzT9ZegGitNFlKZK8A/MJa5vgoXchKEbSJ1KocE1MHJopBlu2GuYqdqJ/Ql4I9YTvXZhiprrhToJkLWgbcTlOaROpYhP0MHOdVALoTQUpE+lIdZEMHYGA3sGutaAGYaBid9MNCesHF5SvbNKRN0rNOoNQmiy3IqJ23annVSy3exlKwjWNR0w0Pa1exGRqc8RGXmpgz6wNIm8XQzsGYA/3tpafGVaahOhNF2Cv99/WY07OrwOxLwxRLdEycRVpor8xTw8EQ8C/YHODOycfmD7M4E/r5KvdQ3IngSmfwVM/ZJ8rGeBmd+Q2wML7nvDu0ng6OgNgGPjtBVmG4/LcmhwDXgiHkRGI/BEPJaW3Q2DhOllz2cBAxg6OLTpFouFxGb40PC6ERuJl5A5m0F4JLw5iI1B4i64Akc0S1YQmxyH1OkUbHYbhg9151tkgi/xzYBX0w3bCgE2RVEIj4RRmCggtjXWtWanl1AkBVyWQzVbXdExmLbR8MV88Pf5N5UzerswDAOVZAWFiQJ0TUdoKIT49uXbt2Yg8qKKzApEZjmspqlZC5eOy1uJDa/cfOELX8CnPvUpZDIZHDx4EJ/73Odw3XXXrfj7lUoFf/Inf4LvfOc7KJVKGB0dxWc/+1nccsstLT3felZuGlwDU49MYct1W9q+QJ1IVvGCzxG9yulPPBcudmN3DZqqkWiETBWarMHf70egP2Bd2dkwyCTW9K+B6V8Cj/3H0t+hGCBxBNjyVHIbvq5nbSxDNxaJ48w3vSvggj/uhzdq/U5O13RweQ7l2TJUSSU29AOBTadXuJTYrJdnh67p867HB4c3hT9SaaaE/HjestFssyplc9gs+d8uTJoHQNyMt0StzZ8ySIzLZqoqLoRUl5C9kIVYWaG6QAHeiBf+Pj88YWs3KhsBQzeQPZ9FNV1d9P2Rq0fg8ruIVkZSm0aqYk2EKqmLWnDtoFWCYneRjEKnxwmH1wGH1wGbw9YWgbxsTPy++c1v4tZbb8Xtt9+O66+/Hp/97GfxrW99C2fPnkU8vpRlyrKMG2+8EfF4HB/96EeRSCQwNTWFYDCIgwcPtvSc60luTP3KwFUDbd/XMAxc/xc/RU5Q8LW3XY8nb7MubK9byIJMQi2zNbAuFv5+Mq1i+UVh6ldA/jSQfBSYuJeYD66EN90JDF/fUTK6rumQeKlJYqS6RDwY7AycXiccPgecXiecfmdPeu2KpKCSrDRT10NDIfjivk2ZrbNRxAYA0mfS4Is8xq4Z2xRj3/ViHcnjSQQTQfTt6H4SsJqpInMmA7vTjuGD3VfDVFklSfNlAbSNxsDugZ7otTYjzI1CNV2FWBXh8DqWTOY4/U7iC7aJo17ahaZoSJ5MLkvk3CES7SDWxCWVGaffuSjjq10wdqY5HUfRFBweR5PAOL0kRd4KHdplQ26uv/56XHvttfj85z8PgBiJDQ8P4z3veQ8+/OEPL/n922+/HZ/61Kdw5swZ2O2dvfHXi9xIvITJhyYxdm3nhm1vvf0B/Gyygvc/ayfee/MOi4+we5hivGq6CqEiwBv1wt/vJ+ZVvSjnlqeIweDEvcDFe4B6ZvHP3VFg2++Q9te232k5OuLiby4CwCIi4/A6eioaNAwDjVoD5dky6sU6vFEvQokQnP7Na8VuakvEqojhw90RG0M32qoeVNNVZM5mMHRwyBKvoG4h8RKmH52G0+/E0P6hrishZnyE3TVHbLqsiIo1EakTKaiyCofXgcG9g78VrriNegPVdBW1TG1Ru8Tpc6LBNWB32ZtGp0+0/4fES0ieSK45ur4c2tXNUBRFiMtcyLKu6WBYshm0u+w9u4ZdFuRGlmW43W7ccccdePGLX9z8/hve8AZUKhV8//vfX3KfW265BeFwGG63G9///vcRi8Xw2te+Fh/60IfAMMszb0mSIEnzjL1Wq2F4eLjn5CZ9Og1d05HYl+j4MT7//eP4219N4yk7ovj3t1xv4dFZD03RUMvVUMvUoKkagokgfFFf76YlDAPInwH+4Ukr/87AQWDbzUSUvPfFgHN5QzVd19etSqJppL1XSVagSiqCg0EEBgNdj+H2GouITZc6kFquhvJsGSOHR1q6CDbqDUw/Oo3wSBjRsY2vYJqhoKCA0atHu971cwWOuAPrc3leXVal+CKP7IUsNEWDP+5HbHtsU1YBrYKu6qjla6imqs0E84Vw+pwI9AfIYryJNw+dQtd0FCYLKM+UO34M1sOuqENaSGQcvrmP7o2JzbksBMWFQgGapqGvb3E5t6+vD2fOnFn2PhcvXsTPf/5zvO51r8OPfvQjXLhwAb//+78PRVHwsY99bNn7fPKTn8THP/5xy49/NciijFq2htEjo109zoEoEZE+OlWGqumwbeJeMGNnmmPlEi+hmq1i6pEpcmEZDMAb9lr7ZqAoMk1lCpRVmUxjXbgbuPAz4qycPkpuAPCD95Jg0N/5U1LZcQWbD9XLC7+u6WjUGhAqAoSKgAbXgDvoJq2nXrTyegAriQ1f4pE5k2nZB0ZXdaROpuAKuBAZjXT8vFbBHH3XVM0SYsOXeKRPpuEKkoDKbqqFhmGgPFNG/mKeTENdNbApRNe9QoNroJKqoJarLRnhphka/j4/AgOBJ1wYr3lNqWarqBfqlghyzWqPSWRMEmO2lDaDvq1dbHzjug3ouo54PI5/+qd/AsMwOHLkCJLJJD71qU+tSG4+8pGP4P3vf3/za7Ny00uUpkuWJFxv8ZP787KGB8aLeNrOyyPGwOFxIL41juhoFPVCHeXZMnLnckSEPBDoTTnYxs67KT/zY0A9B4z/HLj3U0DxAvmd8gTw7beQmIjRG4FdtwC7nmvpuLmu6USkVxGbZIZ1s3AH3QgPh+EKuC6r/r6u6chdyKFRb3RNbMSaiOTJJOLb4y07Cucn89A13TJTvG6Ru5CDUBEwdGCo6ykmvkwM+hw+BxJ7u/PG0TUdmbMZcDkODq8DiX2JTe8x0wk0VUMtW0M1XV3W3dbpdyI4ECSatctg49AKNEWDWBUhVAWIVZFUp7rst9AMTcjLXIix0++EJmtg3ey6EBlT1AwDPZu03DByE41GwTAMstnsou9ns1n09y+fNTEwMAC73b6oBXXVVVchk8lAlmWw7NKLjcPhgMOxfgFtiqSglqlh6OBQ149FLTiD3/DlB9fd76ZbmLsnf5+fiJDTVUw/Ng2H20GqOdHuowMWopatQagIsLE2MKwdtsHng3n978LG6LBN/wJU6mFQ535M2lkT95DbnR+af4C3/JTERKyyiBqGAV3Vm9MFiqQ0P9d14nB6OZOZhZAFYkxnY20YOTzSVlXBDG41BawSLyF5LInISKTlqaJqpopauoahQ0ObwjStnCyjkqogvj0OT7g73Y9QEZA8noTD48DQgaGuiI3SUJA6SUTevpgP/bv7nzALuwld01HNVFFJVZa0T5qu6wMBS/yANhpKQ5knMxWxY4O85eDwOjCwewCsh12yWejFe8wwjGZIpszLZHBj7nNd05+Y2VIsy+LIkSO4++67m5obXddx9913493vfvey97nxxhvxta99bZFG4ty5cxgYGFiW2GwEyjNlOP1OS3xJuvEP2Gxg3Sxi24h3Tr1YRzVdRe58rlk6tuKixHpY6LoOTdYgCzLEighVVqHKKjR5FwzHTtiO3AqHnISncB9cmf+FI/fg/AN86VlQfWNoDD0H4vBzoYZ2AxQFxsZAqktNMkNRFGwOG2wOG+wOO2wOG5x+J1gXS0IHN+lIbDuoZUnIaniE2Oe3WzWppCvIXyAj0p6wB7PHZptp0K1ArIrInsuSdGrfxrtW8yUeufM5BAYCCCaCXT2WWBUxe2wWrJvF0IGhrs4XsSoieSIJTdEQ3RLt6LXazFAaCsrJMqrpKnRVX+Qj5Aq6EBwIkk3SZU7mVEkFX+ZRnCw2DRF7hV6lcGuKBklYSmLMKarlIPFP0Gyp97///XjDG96Aa665Btdddx0++9nPgud5vOlNbwIA3HrrrUgkEvjkJz8JAHjnO9+Jz3/+8/iDP/gDvOc978H58+fxV3/1V3jve9+7kX9GE6qsopKqdCUiXghDM/BPL92H//OdEwAATTfAXIa9z4WgaIqEdcZ8UBoKqukqZo/Nwu60IzAQ6EqH4vSSHvFK0DUdmqJBlQegyofQUN8FWarA+69Xg9KJx4ONm4T39BfhPf1FaP4xaIkboMf3QzvwBticdtgddktGGjcrzDZUvVhHYn+iI5Juaj8A0sahbTQ8IQ9i22ItLbxKQ0HyRBKRscimGF1WZRX5iTxcQRf6dvR1RR7EGiE25lRUN1W9SppMWNE0jcS+xKb4X1kBwzAg1kQySZivL/oZRVEIDgURGgxdVsaol0JTNKLDKxMtnlmdYT3t/U0My8DmsMET8sAddEMSJCiCArEmLtu2cwesMwM1dAMSL6GcLEMoCx355Mi8/MTMlnrVq16FfD6P2267DZlMBocOHcKdd97ZFBlPT08valsMDw/jrrvuwvve9z4cOHAAiUQCf/AHf4APfehDKz3FuqI8W4bD44DboqBLXdNx3VgUPocNnKTiVKqG/UPLT/xcjrA77YhuiSIyFgFf4lFNk7KzmVBsdYmZZmjQDH2JFiEA3EYMziBxwLm7gJPfBS78DExtEkxtEjj9deCejwI33wbsfyUQ7K1ma6MgCyQlmmEZ4iXTYZlaqAjN3ZqhG9BkDaGhUGsCYk1H8kQSnrAH4eHWqjy9hOnrQ4HC4J7BrvQIDa6B2WOzxKCvC2Jj6AZy4zlUkhXYXXYk9iWeEO0YQzeak3SLFmYK8MV8CA2FOk6t32jomg6xIoKv8BDKwopp2KtV8SiagivggivggjvghtPvXLIRXNgu1VSNGPVVSWuL9bAdv6c0RVuS9i0JEmAQnVOnBoC6Rlr8vdCHbbhD8XqjVz43iqRg5vEZxLbGWhZLroXxX41jYPcA3vvfp/Cz01l8+Hm78Y6nbevuOBsK8uN5DOzZHALNS6FIpJpTTVVhd9kRHAzCG7NWm9MSTKLz7bdc8gOKiJYPvArY8yISK/EEQC0314YaCiM82l1rY+boDISysOh7jJ1Z1nyvOFmE3W2HP+6HYZBJJFVWMXxweFO0GnIXcqhmqhg9MtqVEL5Rb2Dm8RkwdgYjh0Y6HvdWZRXpU2kIFQGesAcDVw1ctpouE2bFu5KqLDKXY2wMAoOkDbjZrRIuhaGT6pNZmRFrYksi4IUj2YydWURmHN7eTy0ZBgmylOoSITNz5qarkRdX0LWy+3MLaCcj7rIYBX+ioTxbhq7p8ESsMxjTNR0UQ+HJ2yL42eksfjle7Jrc2FgbhCoph3YriuwF7A47omNRREYiqJfqqCQryF3IEcHgYI8mrZaDwwfsfzm5NarAqe8DR78JTN1PjAQn7wP+e04b9sK/Bw6/viN35I2GrunIj+dJNtLeRNdVR6WhQKgIS76vKRqmH5/Glmu3NC/QhkGCQWEAmqyR3SHXwOjVo5uC2NSypIowdGCoq/NO4iXMHp0FY2O68rFRGgpmjs5AERWEhkOIbW2tzbdZ0agTE0suy2HhHpv1sAglQvD3+TfFedAqDMOAVJdQmi2hnq/D0FuvG9hYG9whN9xBNwwYcAfcPTXDWwhFUlCaKjXJzKVj9Wuh3d+/FGqjs6rPWrhCbiyApmqopqoIj4YtrTAYmgGaofHk7cTf495zeciqDrYLzQdFUwgNhlCeLW9KcmOCoimStB31QRZlVFNV4gjbK9+c1eAMAFffSm6VaeDYfwHHvgkUzpGf/+C9wP2fAY68ATj0OsC7fEDdZoKhG6ikKyhNleDr83XVhlqI8mx50Q61+RpRRFS+0Jm4UWsA1HybBQbJv9kM0QqNegOZsxlEt0S7ep8oIqno0gxNAkY7rEBIvNTU6kTHovD3Xb4VQ1MkfKnpnCfiQWgoBHfQfdmQNk3RwJd58EUefIlvBpOuRWwYGwNXyAVP0AN3aP2IjNleanANSByJm1EaCmiG7niAZaVU9Uthc9jg8DjAelgSz+BxgHWzPSOwG38VeQKgkqoAAIIDQcse09ANGAYhNzvj822uP/nucXzqFa3laK2EwGAAxekiJF5qqVdPRLjqhvX1WReZtIpsiaCer6M8U25OrgQG1tndNzgCPPUDwFP+iBCc776dfL88Afzsz4Gf/yUxCRy6FrjxDwBmc5XTDcNALVtDcbIIh8eBxIHEqiLsdmDuxIF5fYAn4oEn5CH+GZdcvOvF+vyuzyBi0Wq6CqdvY11kNUVD6kSK6H5anO5a9nFUkvPj8rsQ2x7rWFcgVMnYOM3Q6NvRt2n1NebiuNJiJQsyStMlVLNVUBQFiiGvcaA/gFDi8hAIm9UZvkQIjVhb2o5ZjthQDAV3wN2szji8jp6f47qqN4mMeVspmsHutHc8uXRpy4qxM8uSmPVun14hN11C13WUZ8sIDAYsffF0ff5CQS+oUHzrkdmuyY2NtcEX96GSrKBv59qBf1yeQ3mmjNFrNrZdQNPzvjkSL6GSqmDqoSkyEpoIru+Oj6KAg68mN5kHTnwHeOSrQPJh4Nyd5PbzvwCe//+Ag68B2I2tkhmGgXqhjsJEAQxL3GsXjtV2C1mQkTyeBMVQGD40DKd3bYLC5bklx1jL1qDJGgb3dife7RSGQdyYKZrCwO7OdWlNJ2NF68pQj8tzSJ9Og3WRsfHNUNVaDqqsYurhKTAsg9GrRxe9dhIvoTRdQi1ba37P6XciMEC8rja7dYKmaBDKAuqlOqnOyCuPNgPEoR4UyWtyB93whIihay/PZ13Xm5UY89aOP067E6Csh226Fzu8DqiSCpuTVGY2gycVcIXcdA0uy0FTNIQSIUsfV1M04nA89364aXsU918oWPb4oaEQph+dRnRLdE1SFhgIoJaroTBRQHz75mi5ODwO9O3oQ2xrDLVcDfnxPAzNQDARhL/fv74XTNYDXP16csscB/7jZUB9zpzyh38E3P0J4MgbgWvftu6TVma4aWGCnDvx7XG4Q9aSQKEiIHUyhchoBKGh1t4Hqqyu6OchciI0VduQi2RxsgixKmL0yGjHI/+GYSB9Jo0G18DI4ZGOiU05SSqU7qAbg/sGNy0JMAwD2XPZpqdUNVNFcDCIBtdAcbq4aJzbHXIjMhqxxAesl5BFGVyOA1/iWwqUZFgG3rAXnghpM1E01fMhCE2Zm4aqkWmoSzcL7WClNhrN0IvTvb29bSVZiSvkpgsYhoHSTAn+Pr/lo2xqQ0WDazRPos+86hCu/f9+BgDIcxJivu5K004vsd6uZqprjgdSFIX+Xf2YengK3pjXUq+EbkEzNIIDQQQHghBrIirJCoqTRXhjXgQTQctaLi2jfz/wgXNAowY8/jXgN7eTltUDfwf88vNkwuopfwT07+vZIRiGgQbXQL1QR71Yh81hQ3gkDG/Ua3llq5atIXs+i4HdA235rPAlvqnNoWgKMOY0F4kQXMEepcqvgXqhjuJUkSRod9EiyV/Mo56vY+jgUEctJMMwUJgooDRdgi/uIxWkTexvVcvUUC/ME5j8RSJQF0rzwnJPxIPISMTSaqHV0FUdfIkHV+Ca1ZrV4Aq44Al74Il4SP5SD89ZwzAg8zKJdqmJaNSWVmYommpLxGyCZuimX45JYMyb3bk+WqBe4Aq56QJ8kYcsyBjcO2j5Y6uyChtra55YMZ8D+xJ+nEjWcO+5PF52pPt4h1AihPx4viUPEtbFIrY1hsyZDMauGduUzN3ld8HldzV3j6kTKdgcNgQHg/DFfOu7QDj9wJPeAVz3NjJS/ut/IBNWJ79DbjufR7Q7Q9dY8nRm3EG9WAdf5GF32eGNeJHYm+iJlsEwDJSmS6gkKxg+ONxWjpq50wfIeRUcCsLft87VtksgCzLSp9MIj4S7snIozxKh7ODewc4MEHUDmbMZ1LK1y2IiShEVZC8sjtDRVb1JbLwxLyIjkU0bXqkpGtkEFEjLyZzaWq5q16zOhEl1ppcakoVVGZPMrCX4ZV3smroZiqZIptSC23qJmS+FoRvQNb1n/8cr5KYLFKeK8IQ9PRH4qZK6pL/+9J1xnEjW8AuLyI036kV+PI96od7SBT0wGABX4JC/mEffjrW1OhsFG2tDZCSC8HAYfJFHJVVBbjyH4ECQCJB7FCioSioMw4DNMU9KQTPA7lvILX0MuP/TwMnvAed+TG4AcMvfEhLUBgzDgCqrEEoC6oU6xJoIV8AFb9SL6JZoT1s6hk7IiciJGLm6/bZLaboEQzcwuG8Qvqg1nlDdwPx7XAEXoluiHT9OLVdD7kKurWDQhdBVHcmTSQhlAbFtsU1hYrgazPbbSqPAw4eGN2X7SZEUQmjy9WVtCwDyWrAeFoyNIdWZsKdtEXBzA5CqwB10o393/6r3b3ANVJKVZpupXVy64aRokvC9kMgsJ+zvNXRNhyzIzZvES+RzUUag/wmYLXW5ozRdQoNr9KRqA8xXbhbi6bti+Pz/XsC95/KWRDFQFIVgIojybLmli7HZnpp8aBK+mG9TXrgWgqIoeKNeeKNeyKKMSrKCqUem4Ar0RoBcL9ZRTpahyRoomprPnnKaGVRbYHvOP8J24wfB/PrvQR/7Ornjjz4A4/xPgZv/DOjbB4qimoFzaoPkWSmNxTdN1uD0O2FjbQgMBjCwZ2BdqmmaoiF1MgVQwMjhkbarLaZZ29Ynbd00qdXFqSI0VcPQgaGOzwehIiBzOoPwSLhl3dFCqLKK2WOzkHkZA3sG4I9v/lFvU5+0Emq5WtfXCLOS0u37VBZkcAUO9XydpGqvAKffCW/UC1/U11VFY2EFDiDtW2/U27zOGoZBAjIrIolhmCNZnTj90gwNp5+QF5PMOHwOONy9N/1bCE3VIPNzBGYuY0oW5FWzsi4NQbUSV8hNBxAqAvIX8wBgqWnfQqiSCoZdvHAcGg7C77ShKip4fKaMI6Pd7+wC/QEUJgtocI2WSsd2px2x7QvaUy2KLiVegt1p37B2FutiEd8eR3RLFFyOQ348vyi13IrjCg4Gm4nXuqo3E8PNj1JdgiIpoG0BSIkPwul4OgYfIqPk1Pm7YJz/Cer9z0Fp2ztARbdBUzTYnXPkyGmHK+Bq6rsYO7PuOzBZJK0bU8zd7oWTy3MoTBSI38smITZiTURpptR26vlCSHUJyeNJ+OK+jio/iqRg+rFp6IqOoQNDlsW39Aq6pmPm8ZlVSQIAVNNV9G1v/zwByEJZy9RQSVUQ2xZr2cH2UhQni6jlaqtWQtwhd3MTZIWthK7qSJ1KEV3ZAtSytWamlBnqeykYlllzGot1s3D5XXAGnHD5XRtSjQHI3ykJEiqzFQgVoWW/m4WQBOmJmS11ucEwjKZjLkDm+XuliFdlFW7P4oucjaHhZm2oNVS88ou/xvhf3dL18zB2BqFECLV8reW+eKA/gHq+TtpTLYySA0DhYgG0jV6zNNtr0AyNwEAA/n4/GrUGKqkKCpMF+ON+BBNByxyQaRsNh82xRstyK/D8VwOFC8D//n+gTn4Hvsyd8OXuBm54F9HkODa+baPrOsrTZVTSZKHxxXxtv4ZCWUD2bBaJA5snB0nXdKRPpxEZ7VwTojQUzB6bhdPvRP+u9s9tTdEwe2wWDo8DsS2xniU2WwFDN1DNVFGYLDQXYJqhwXrYZm4bRVPNj05v++PPUl1COVVGLVNrimMryUrH5Ga5Fg9FU/CEPPDGvPBGvJZqPlRZRfJ4clniZ2p7VoPdYV9EbsyqjCtA9IROn3Pd/WIM3YAsys2Ub6lOEr/NiozT7+yI2ACEIGlKbyYjr5CbFqFrOrLnsou8GtDDNVqVlralACA/F7imdaCKXwnukBupkynExmItXYwoikLfzj5MPjwJb9TbkoNr/+5+TD06hdJ0CZHRiBWH3RUoaj6ETpVVVNNVzDw+A4fHQVxSLR6XXhXR7cArvgLc9IfAzz4OjN8NPPBZYhL4rE8A+19BfHU2AEJZQPY80aOMXTPW0YW1wTWQOpXCwJ6BTRV8mBvPgbEzHRv1meSIYRkk9ibaXsg1RcPM0RkYuoH+nf2b1sPGMAzwRR75i/kmUfD1+RAZiVhCVA3dAFfgiN5kQZuLoin4+/zNamgn8Ea94Es8aIaGJ+KBL+aDJ+zpSQVZEiTMPj7b8ULv8Drg9JPWksvvgtO/vhoZwyAht2aelMRLTUKzWgRlt60vmZevkJuNgtJQkDyRXJLk2snYXSswxaLLXey+9Y4b8NJ/+CUAYKYkYDjcfQnbHXCDAkXyplpss9mddsS3x5E5m8HYtWNrai8YO4Oh/UOYenQKrJu1LFzUCthYGyKjRIBcL9ZRnC4iez5L8m3W0zNn4CDwe98mBoB3fhgoTwLfeRvw8JeBF/4dENu1PscBsgPNj+ch1SX07+rveIRXFmTMHp9FfEd8U8V91It11LI1jF0z1vHikR/PwzAMDO0fatsTR1NJxUZX9a7ypnqNRq2B3MVcMxjRE/YgttWaCpMqzQVmphcHZpqBuYH+7o1RfTEf7E470df1QH9i/g3FqWLb93X6nHAFSSimK+DakABUMzm8OEUc63W1/QiGbtdBSZB60ordnO+oTQSloWDy4cllX/RWA9WVhoLidBHR0WhLFzFd1WHoxrJs9uqREK4eCeLR6Qp+ciqLt9y0paVjWA0UTcEb84IrcG1piPx9fohVEcWpIuLb1jb3Y90sBvcOInUiBbvTvunGQymagi/mgy/mI+XxZBkTv5mAL+ZDMBFcn3YKRQG7ngdsfQbw6y8A9/4tMP0r4PabgKd/GHjyHwBMDyehDAPVdBXFqSJCQyHSaulwUVAlIpKNjEbaFsg2uEbPLOpVWUXmTAbx7fGO25C1XI2khV892jYx0VUdyWNJqLKKkUOdm/z1ErIoozBRAJcjxnAOrwOxbTF4Qt0RVMMwIFZElFPlReZ+wLzPkZVVU8bOWEqqdU2HWBFJnlSJb3uqye6yo29HH1x+V8cmkZ1ClVXiYlxvkJBMbr61BAotpZYvB01ZXSNkgmZosG6WxDK4STwD62Z7dv5fITdrgSKBX7K69CRulbHWi3XU0jXEt7bm7muWNVe6aD7/wCAena7grpMZS8gNAPiiPqRPp2HsMFpezCiKQmgohKlHphAcbE2v4gl5ENsWQ/J4EqNH2l8Y1gsOrwP9u/qhbdVQzVSRPJ6E3WlHcCgIb8R6M7wlsDuJ2d+BVwH/8z7g/E+I0/Gp/wZe9AXLTQANncQzcAUOhm505awLkAtebjwHf7+/bffuRr2B2eOzloV5LoTpsePyuxDoD3T0GLIgI3s2S3Ke2qxg6JqO2ROzUBoKEVa7Nhex0VQNxckiKslK09YguoUEdXZzzhuGAS7HoThVXEQIGBuDwEAAwcHgpvtfAAuypMo8hJIAsSq2vKldDqqs9rzlbU5iSXXSXmpwhMysJlRmXWxH4+cAlkxDMXZmMYlxk4wphl3fIYjNubJsItgddoxdMwahLCB9Jk1OEJPlGmhJ6V0v1OEKts7UVVkFKKxYpnz2nj78xf+cwsOTJRTrEiIWlIjdITcMGBCqQlu7M4fHAX+fH4WLhZbH4oODQUi8hOSJJIYPDW9KQ0ATjJ1BeJiM9/IlHuVZInZ0BVwIDAR637IKDAGv/S/g6DeAOz8EpB8H/vkZwHP+Crj2rV1rcSReQjVdRb1QhzvkRmgo1LUuxqzYBAYCbY9F67qOzOkM+rb39aQPX8vUIFZFjF3bWTtK18gkjDfqhb+/vWqUrulInkhC5mWMHB7ZdEGRQlVAfjwPmZdBMRSiI1EEE8Gu3p+mXqc4VQQoNBdQp8+JYIKYa262979hEOG0UBYglIXWKhMU2ex5wh7yd86NQS/9NaonC7xUl1DNVAmZqTfabi+1U0WibXQzU8oMxpQECayLVGKuZEtdRqAoCqyHha7o8Pf5iQDOzPEwsKqwWFPJ6F87mUxqQ4Un5FnxTWDqbHQDePu/P4I73vnklh97JVA0BW/Ei3q+3nbpOToWxcXfXCRGci0ujPFtccwen0XmTAYDezoPKFwvUBT5/3gjXkgCIQSTD002S+k9bVlRFHDoNcC2ZwA/+ENi/vejDwAT9wC/+3nAFWzr4XRVb7ZVAJJmHx2LWlIml0UZs8dmER0ju/12UZwsgvWw8MWt12TJoozchRwGrhro+AKcH8/D0A307exr65zVdR2pkylIdQnDh4Y3FbHRVA2FiwVUUhVQNIXIWATBgeCaGhBZlFGcLCI8El5y/jcrNdPFppeJjbWRKs1AEE7/5mpJG7oBsSqiXiQTTRRNrVrJYFgGnpCn6Va83Pmka/p85YQjhCOYCHZ9rLo+97i1uZDMWgMUQy3RhHYLc90zCYxJZparwGzGWI0r5KZFlGfKAAXEtsVgY21QRAWSIK3ZwjEzdNoZZZTqEjS1tT7mw1Pllh93LfhiPmTOZhDfEW/rwm1z2BAeDiM/nsfwoeGW7kvRFAb3DmL60WkUp4qIjnXuDLvecLgdiG+LIzoWRS1bQ/pUGoydQTAx17LqlXGWrx94zddJXtVP/gw4/QMgfRR41X8CAweWvYvpRSHz88ZaiqTAE/agf1e/paRMqpNqXHx7vK2cKRNCVWiKfK2GYRjInMnAF/d1dGzAAp3NkdG2qg2GbiB9Mg2xJmL40PCmGYUHiPdQ7nwOqqzCE/agb2dfS+1IMz29UWtAERUMHybve3NcvDRTgiKSdoXdaUd4JAx/v7/nYZLtQFM18CW+Gb2wsNpx6WJN0RTcQTfcIZLyzXrWnmKiGbo5kdkpDMOAIiokgmGOyEh1aUlrrNNrDm2jm3lSNtbWJDKshwXrYjd1ptlauEJuWoCmaKikKggMBJoM3e6yt9QjrhfqzQCyViGL8po7u0+9/AD++I5jAIASLyPs6X4n6A65mzuYdp1FQ8MhVFIV8EW+5cWDsTFI7E9g+tFpsG72snBlXQiaoclUx0AAYpWEdubH8wgMBBadK5aCooAnvRMYvh64401kourLzwVe9i/A7luaTsymvbkp4nO4yXhpcCAIm9Nm+SIjVkWkT6fRv7u/I1daXSXtqP5d/b2ZGjEIee9aZ7Ozry1yYuiEBAgVgWRwrXeQ6wpQJRXZ81nUC3UwdgYDewba8i8qz5TRqBEvF7EmoparQVd0lGZKTZdd1s0iMhpZ/1y3VaA0lGZ1RqgIq4poHV4HPCEP3GE3EQCvQ/tMldVmptTCis9aMHQDNqcNamPlMXSbwzaf7u0jHxdFxWwAemXgB1whNy2hPFuGYRhtZ70YugG+xLetO5AFGYHA6hfhV1wzjC/dP4EzGQ4/Op7G7z1ptK3nWA6mFwSX59peoBgbg8hYBPmLeXjCnpYvZqyLTFClT6fButlNc/FvBxQ1t6sLuqFICqqpKqYemSIalkSoN1NhiauB/3MP8K03ABd/AXzjtcCz/wL01e+AK+giAk2nfV0WFb7EI3sui8G9gx3/rbnxHDwRT8/GxSma6igWAZjT2ZxMwRvztk2OSrMliDURQweGNkUrxpyGy4/noWs6Av0BxLbF2iKUEi+hMFFY9L3M6Uzzc6fP2bMU+nZhCoLrhTrqxfqqrRunz9l0Kl4vf5lmDENVhFgVUU1XO34sm32e3Nhd9kUkxqzMbARM/5xF+VKCBEVU4A65r2RLbRQ0VUM5WW7a3rcDoSpAV/W2yuC6rkNpKC315F9yOIFP/vgM/vtoyhJyA5DdrRn+1+6bOzhAcqqqmWpbxlvuoBvh4TDSp9Jtl/w3G+wOO6JbogiPhsHlOJJ+TZEEdst3sK4g8Lo7gB/9MfDIV4Cf/ClsQhG+mz+2bqZ/XJ4EqSb2d+48XC/WIVZFjB6x5hy2GrkLORiG0XZYbL1YR3GiiKGDQ5tCkyDxEgk8rYqwu+xI7Ey07S9i6HNhmctMDNmcNvTv7F9fA8wVoCkaatnaokrSpaBoikQvzGnp1mNy0yRbJpkRqkJziqldHZbpAm3mSjF2pvm9bvVzps9VvVgH62ZbamHrug5FVBaRGPO2UqJ5pxNareAKuVkD9UIduqojMtK+qy5f4EkpsI2LvtmnbmWs+oUHB/HJH5/BgxMlpCoiBoMrX0BbLf95wh7AID4j7U7NUDSF2NYYsuezbec1BRNB1It15Mdbj3RoF8slrbcDpaG0XMalaRqB/gAC/QGINdKyKifL8IQ9JJncggwbAABjB17wGSC8FfjpnwH3fwZQROC5f91zglNJV1CeKWP4YOdZUaqsNqs+m5HU1rI11LK1tkm3IipIn04jti224QGzhm6gOF1EaaoEAwbCI2FERiMd/b+L00VI3PLVD13Re+ZN1Ap0TUe9WAeX5cCXeNhd9iXEhrEz8EQ8xFk91Bun4kuPqVFrQKiSMfJGrbHyQi+uvtCzHhYun2s+JNPTm2BMoSwgdTrVJF2NWoNsPK8ZXfTammnf5dkyxJrYXLvawRVys4EI9AeaUfHtwDAM1Iv1tkuz5ovdip5nMOjCdWNhPDhZwr//egofeu7uZX8vfToNxsYgvmPtiS2aoWF328EX+Y5Ggr1RL0ozJZRnyoiMtU4IKYrCwO4BTD5MJpA6zZJZCUpDwdSjUxjcM9jxYpO7kGtGT7RTxnf5SS6MppLdZNMzZyAId9iCXS5FATe+F2DdwA//iAiOQQHP/WTPCE5puoRarkbcdbsod5dmSpaMn/cCukY0JO0Kr3WdjIt7Qh5LpmO6gSzIZPxckOH0OdG3q6/j1m/qVKpp6rccdE1HJVnpKDy0U5it/1quhnqhvsh7TBZk0HYaNruNVGeiXjj9zp6SL03RCJGpkMpMo95o3RzPAOxuOxSBbKKcPlKVcflIplSvTf8Mw0BpurSk5QiQql95tkwGFOZiGUwy4/Q5OyI2APl/aYrWE53dFXLTAjopt8s8iXpvd5GWRRk2h63lHcWOPi8enCzhH38xviK5oRiqrbwTT8izJNG2VVAUqd4kjycRGGxPVGtz2NC3s48kjl9rrYGb3WnH4J5BknG0e6Ajbcfg3kGUZ8uYemQKfTv72n4MxkZCSoODwWZoZ248B3+f3xoB8rVvBWxO4PvvAn7zj4A3RowALYShkwtgvVTH8KHhrnx+ZEFGvVDH2LVj1h2ghaikKqAZuu2x9PwFomfpJEjTStQLdaTPpMF6WMS3xxFMBDs6HlmQkb+YXxL6SFEUKIYCY2PIR4ZZl/ab6XJcy9XA5bklgluKoeCL+uCL+5qi2V5CU7Wma7EqqWuGYy4ERVNk8zM3VUUzNOxO+7qbm6qySoTvZWHF38mP55f9ftfZUoLck/Om7f9gOp3G3XffjXA4jGc+85lg2fmKBs/z+H//7//htttus/QgL0fwJR4My7RdJVCE1vQ2Jn734CD+8zfTAID7zufxlB2xJb9js9sgCCuftJfCHXSjOFmErukdlW3dQTe8MVLBaSWWYSF8MR/4Io/s2SwG9w1auji4g24M7RvC7IlZ9O3sgy/a3qJFURTCw2F4wh6kT6dRL9YR2xpr+3+0MLRTU4gD8szRGTjcDgQGAyQHp9O/+/DvARJHsqnu/gQQGAYOvLKzx7oEsiAjfSYNT8hDzBe7nLjKX8wjuiW6qcaDTeiqjtJ0qe1zsJZdMC6+zvb6JgzdQGGygNJ0Ce6Qu2NfH03RUJwqopwsk6qC0w5fvw/hRLiZ/L1eMAwDDa4BLsehlqstcdulKAqeiAf+uB+eSG/bTbo+12oqC+DLfHNqDCD+N6uBsTPN974r4OooOd0q6LpOpjxTlSVRGO2gG8dmYJOQm4ceegjPfvaziXBIUZBIJPC9730Pe/fuBQDU63V8/OMf/60nN4ZhoJKqwBVwtX3iyqLclqX79VvnWz8/PZVdltwwLLOq9falcPqcAEV6rZ0GmgX6A0ieSCI62r45XHx7HJMPT6Kabk+Y3AqcfieGDwxj9tgsDM3oyGjO4XFg9OpRFCYLmHpkCv27+ztuqyx0QBYr5EKTu5Br6nU6Ktc+6Z0AlyHJ4v/9XiB+FdC/v6PjA+bP52qqir5dfZa0kISKAFVWN1WA6kKUZktw+p1wB1o//yVeQuZsxnL/oHagyirSp8joeWQ0gshYpG2ibOjk9S5MFqCrOlg3S3Klwisbi/YKuk5aXZVkZYnNP0DsK/xxP7wxb8/cwk0RsElmxKq4YvSOJmuwsbZmpdzusjeJjDvght1l35Bqnq7pzbTvRq2Beqne1pqw6mO34YZsd9pJNMOCW6/eK22Rm49+9KN4yUtegn/5l38Bz/P40Ic+hKc97Wn46U9/isOHD/fkAC9HNGoNKA0FsW1LicZakAW57Qv+l994Dd781Yfxg6Mp/Mnzr4Ljkjf5wjdbK6BoUlkQKkLH5MYVcMHutKOaqbY9gkvbaAxcNYDZY7NwB92Wu7k6vA4MHxrGzNEZGLqBwED73iemeNoT8SBzOgNfnw+RkUjHuzCKIpMb7pAbqqyimqmSSSsAvj4fPGFPexWOm28DsieACz8Dvvl7ZGy8TSdjAFAkBZkzGbAuFiNXj1iyIzYMA/nxPGLbYxs+VbMcVFklQunDwy3fR1d1pE6kEOgPdESYrYBQEZA6lYKhG0jsT7TdEjejEnLjOSii0tTpBQeC615dkAUZlXQFtUwNrJtdRGxcfhd8fSTgthfjzeZ4thm/IJSFlkxVWTdL3IodNrBOFq6Aa0Oy81RJhcSTGAYzX6qXwl1FWkw6KZqaJy5z2VKsm4XdZV/XoYG2/vOPPPIIvvCFL4Cmafh8PvzDP/wDRkZGcPPNN+Ouu+7CyMhIr47zskItVwNto9tK2AbIRVVTtLYX86fuiKHP70C2JuFnp3J4/oGBRT9nWKaZNN7qRcodcoMvdqa7AeZbOIWJAoKD7V8cXQEXQkMhpE+nMXJ4xPKLK+tmMXJoBDNHZ6BresceKO6AG6NHRpEbz2H6sWkMXDXQNRmzsTZERiLNHWMtV0NhogCXj1zUW2pb0Qzw0n8G/unpxOjvrj8BXvyFto6jlquhOEkS39s9l1cDl+Ngc9jaqoqsJ0rTJXginpaFt4ZhIHM2A9pGI7a9/Q1NtzAMA+XZMvLjeTi8DiT2JtoOoWxwDeTH88TYjiKmnJGRSG8MFVeAoRvgChyqqSo5jjkoDQWsh4W/zw9/vH1LjlahKRoJyKwIqKbW9puxsbbmhsQdcls3AdkmzCmxappkS7Wa0t0pGDvTdDF2eAh5kXipSWJs7MYaA5pom1Y2Go1FX3/4wx+GzWbDs5/9bHz5y1+27MAuVxg6yVTxxXxtawkkXgKo1sbAF8LG0Hj5kSF84X/H8c2HZ5aQG5udvMyaorW8k3AH3ShOdK67AYh+xhQidpIVFBmNgC+R0L1eTGDYXXYMHx7G7NFZ6JqOyGj74/4AqTT17+pHvVDH7LFZhIaJaLjbNzhFUWRiwueEsZU4R9eyNeQu5OAJeeCL+eDwOVY+z9xhQnC+/Bzg8f8A9r4Y2PGsVZ/TMAwIZRKDoOs6Rg6PWLrAGQZZwGJb158EtAKloaCSrrQVAVFJVsCXeYxdM7bu+iFN1ZA5m0E9X0dgIID49njb0RDlZLkpFvXGvIhtjbV9DeoGsiijmq6imq4uWpgdHqJB8/f5e9ZykgUZ9WIdfJGHUJ13LKZt9JJ2C83QhMjMxTCsl9HfQui6DrkuQ+TmHYxlXobD51hxRN9KrFQR3Gi7g+XQFrnZt28ffvnLX+LAgcU5Nh/4wAeg6zpe85rXWHpwlyPMFNlOogQaXAM0Q8PmbL+U+cprhvGF/x3Hvefy+N+zOTxj17yQ1yzdqnLrPi9OrxOgu9PdmK6wpZkSvLH23UopmsLAVQNNt99evIHsDjuGD80TnOiWaMcXLHPUNHs2C77Eo39Xv2Vl84UuyOb4azVThXhOhNPrbF5wl+xqR64HnvT7wK+/QMI23/UQYFu6cKmyilqmhlqOJJ6Hh8Ntab9aRYNrAHr7hmXrheJkEYG+QMuLuyRIKM2UMHDVQM8qCis+d11C8mQSqqSif3d/2+7JsiCTfCiuAW/Ui9BQaN0WKUMnVhmVVGXRhA5FU/DFfQgOBuH0WT+2begGxJpI8qSK/IreMqyLhVSXiFZmrjKz3uJfQzcgCzIaXAMiJ0LipGVzpQB0PIpN0RQx/2Mo6KoOXdFXFQhvVHWqE7R15b311ltxzz334B3veMeSn33wgx+EYRi4/fbbLTu4yxG1XA021gbXKoZ6K6HBNTp+Q48uaBu86SsPYfKvn9/8mmIoUDTVloCMoim4A+6udDcAcS0uThY7yqsCyCIY3x5H/mIeI4esb08BhPwNHyIi45zWmTvzwsca3DeIWraG2WOzGNw7aPkumKKppk28YRiQeRlCRUDuQg5KQ2m6ltocNtgcNtif8iHQx78FqjwJPPIV6EfeBqWhQJEUKA2F9OV5CYH+AEYOjfR0yofLcfD1bU4RscRL4PIctly3peX7FC4W4Iv5LPdlWgu1bA2ZsxnYHDaMXD3SlneNKRDPj+ebG4j10gkpDYWI0zPVRdcj1sMiOBAkVRqLW2GaMheQWVwakLkQtI2GJ0wM/hwekge4nhoRM4bBDMhs1BsrCpcvha7qqw6OLAzIbN7cS00AdV0nY+0lHnyJX6TV8ca8YC3IMFwvtEVu3vrWt+Ktb30rRFGEYRhwu8liNTU1he9+97s4dOgQJiYmenKglwN0TQeX5zr2k5A4qaP2jYm3P3UrvnjvRQBAQ9HgnLtIUBRFRMVK66JiAHAFXV3pbgDypgoMBlCeKXe8K/T3+1FJVVBJVxBKdKaNWQuMncHwwWFkz2dRnikjPNJejthCUBSFQH8AdqcdyePJrqapWnku82IVGgo1dTqNegMSRzJ1VFmFa9v/QeTYX0K7+5NI254OmzfQ9NMIDYXWZbrHNLZcT5O3dlCYJPqwVqubYk2EUBGw9fqtPT6yxaikKihOFUmy++7+tlo2SkNB5mwGQplsWvp396/LblxpKKgkKyjNlJrfo6gFVRqLzfUM3UAlXQGX4yBWxRV/j3WzTdNQl7/96daujtGMYqgRwz9d07u63tpYGzRZg91lh8PjWERm2nFW94TnM95kUYbESaBtdFexGoZORNpmoK8Zy+AKuHrWou6oZv6iF70IL33pS/GOd7wDlUoF119/Pex2OwqFAj796U/jne98p9XHeVmAy3MwdKOjlpSmaGTX3UXI4h8/Zxd+cDSFVLWBHxxN4RXXzE97MHamrYkpwBrdDUBylSZ+MwFZWDvtfDlQFIX4jjiSx5Lwx63f2ZmgbTTi2+OYfoyklLeTCbYc3EE3EvsSSJ5MIjoWXZex54U6nUXY84fA7NfAlC5iSLsX2PW2nh/LpRCrInFa3YQxCw2O+Jb0X99aiJ9hGMhfzCM8HF5X0W0lVUH2XBaxbTGEhkItLzaGQbSA2fNZGLpBpqAs0IWtBVmQUZopoZqpNrV/rJtFYKALq4MVYBik5cTlOHA5DqyLhVi7hNhQZAjAJDTr2R7VVb1JZMQauRnafGWmnTYwxczlSvnms6UAoq+0ovKqyiryF/PgSzwcHgf6d65tSNkMyFxAXszPlYayvFNzD0+/jsjNo48+is985jMAgDvuuAN9fX147LHH8O1vfxu33Xbbby25yY3nQDN0R1qFBkeE2t2QGxtD4/U3jOFv7jyDr/5yEi8/MtQ8IVkP27bZktPrhDPgRINrdNWLtzvt8MV9KM2W0L+zswRYl98FT8SDwkShZ9lTACGBiX0JzBydgd1p71p3wrpZDB8cRvIE0UZ0OpXVNRg7cP07gB9/EHjwn4ib8TqLIbkc1xHxXw/UcjWEhkItL7ZCWYAsyBjaP9TjI5uHSWziO+JtVTA1RUP2XBZcnoPT57Rkom8tSHUJxeliM66BYij4+nzwRucqJBadewsnCrkctyhLSneQ9hNjI3lSZup8r8TJlx6XKqnNgEyxJq6aSA6snC1FURRJ957btJhxQL0ippdmSwmygPTZNEYOLZ6GNkfmy7NlNGqNVQMyV4IidKYVagUdkRtBEODzkV3oT37yE7z0pS8FTdN40pOehKmpKUsP8HIBl+dIcJyns+C4BtcAY2e69kV49bXD+Js7z+BkqoZvP5rEy4+Qi6+hG1Ab7VVuKJqCoZGLR7dCw9BQCNOPTSM6Fu1YZBvbGsPEQxMIDgZ7InY1YabgJk8kMXL1SNeiYBtrw/DBYaRPpyGLcleanq5w8DXAzz4OFM4BqUeBxJF1fXqlocAZ7Jy89xJCSUDfrtZIs1m1iY5G160KVU0T36P49vaITb1YR+ZsBpqikbT64XBPWy9iTURpqoR6kTje0jYaoaEQQonWiWMrkHipWaFZQgooEgDsi/qaJnrr9X7jSzyq6SrEqth2pRwgG0HaRi8iMr0KyLwUhmGgOFVEcbK45GdiRUQ1U4UqqZAFGRJPvHMM3YDD61iTuK0EVVahq3pPdH4dXbW3b9+O733ve3jJS16Cu+66C+973/sAALlcDn7/5tyZ9RJ8iUfqZAoAOhISA92JiRcitEDw9YFvHW2SG4qmWhanLYTD6yAj6l3C6XPCF/OBy3IIDXdWvbA5bAiPhJG7kMPQwaGeXrA8YQ9CwyGkTqQwdGio6xFfmqExuHcQ+fE8UidSGNgzsP7tGacf2PFM4NT3gTM/Wndyo0oqGGb9WjitQpVUqLLactWUy3HQNb0j88dOUE1XkTmbIcSmxcqfrurIjedQTVfBulkM7R/qqiq8Gsysp+J0sTn5xLAMwkNhBAeDli1cSkNpVmiWW0zdITd8cR98Ud+6tgoXQhZlcPmVw0UXwuawzUcx+F1E90ZhQzY+C52tV0LmTGbZ73d7HZNFuSfnZkfk5rbbbsNrX/tavO9978PNN9+MG264AQCp4vy2ORXXC3UkTyabX3dCIABCbtod5VwJH3vhHnz8B6cAAOezHHb0+UBRVNslQ4CQm1qmZslxuUNulGfLHZMbgFSAqukq8c7psYYllAhB5mVkz2UtCUGkKArx7XGUk2XMPD6DxL7E+juY7no+ITdnfwTc/Gc9fzpV01ESZOQ5CWdzdSTHl+4KL0XAZUfc50DE6wCzDjtWvsy3LJY0dAOFiQKiW6PrspuuZgixMTU2rUBpKEidTqFRbSA0FCL5XT0g0qajcXG62MxXMjcggf6AJc+pazqq6SpqudqiDCcTTr8T/rifuBVvgBvwpVgtI8nhdSwiM+ttHXApzMmocrLc9eBINzAT661GR2fDy1/+ctx0001Ip9M4ePBg8/s333wzXvKSl1h2cJsdXI5D6lRq0fc68RtQZRWqpMLhs6bV8qYbt+A3F0u482QG/3jPOD79ykOgaRqa0b5zpcNDKjeGYXS9uPuiPmTPZSHxUsfTOTRNI74tjuz5LIkk6HH1I749jtljs11PUC1EKBGC3WHHzNEZDO4dXN8coh3PAkABuVNAPQd42ws2XQ6qpmM8z2M8X8dEgcdEgcdkgcdkUUCRl7BI6nVf621rmgL6/U5si3uxI+7Dzj4vdvb7sHfQvyRipBvwJR6eUGsOzJV0BbSNXhdxeDVTReYMITbh4dbOPYmXMHtslhhUHhrumW8Nl+dQnCw2q7qsm0V4JAx/3L8m6VMlFbSdXrUaqsoqMfbLVKFr+qIRZ4fXAV/c11O34k7h8Dia1ySn3zlPZnyuDQtSBYjZo2n5INZECCXBMifjdrKlKJoC62Jhd9vBuoijca+S5Dumuv39/ejvXywOve6667o+oMsF5oXnUqwkClsNVoiJL8XvP2Mb7jyZwfcfT+F9z9wJZxdtKdNMqttF2FwUaplaR7lbJjwRD9gki9JMCdGx3o4VUzSFwb2DmHhwAmJVRGJ/wpLH9Ua9sDlsSJ1MYWD3AJz+ddKiuMNAdAfR3aSPkTZVG9B1A+P5Oo7NVnE8WcWx2QpOpWtoKCtf4CgKiHgc8FKAcw2fDN0wUBEUFOoSdANIVRtIVRu473yh+TsOG43DI0FcvyWC67eGcWQ01DHZMR2ZW02vF8pCV0aPraKWrRFis7V1YiNWRcwenwXrZpHYm+hJa0aRFOTH81Blkl/k8DoQGY3AG23NpFOoCJg9Ogtv1IvBvYOLfma2tyqpCrgC15yucfqdYBimmSe1UaGkrYCiKIxdMwabc2MiCAzDgCLOe1eZthALhdZWYzltkd1ph921ICRzjsi0OpJuBTa+jncZQqgKK/YfVVltu8oh8RIJXLMwBO7AUBBP2RHFfecLePfXH8OXbtkFXW+/LcXYGNid9q6qLQvh7/MjczZDyvodnuRme2f60emmn0wvwdgZBIeCKE4UcfHXFxHZEoE/tvYOdS04fU4k9iWQOpnC0IGh9Sur9x8g5CZzdE1yYxgGxvM8fjVewK8uFvHriyWU+KUE3uuwYUefF1siHoxFPdgS9WAs4kF/wImwhwVDU5h8aBJj1461dIiabqBYlzBTFnA+W8e5bB3ncxxOpWoo8jJ+fbGEX18sAXeT537G7jiet68fT98Vg7uN95FUl8CwrQn5ZUGGWBWXLMpWo5atIX06TQTALVYL64U6UqdScIfcGNwzaHlF09ANlGZLKE4WYegGISf7BuGNtO48rsoqCfY0DHB5rqkz1BQNtWwNlVRlkWkc62YRHAzCG/fCZt8ceUWtoN1cr26hSup8thQvdSyNaBU0Qy/KlWLdLBpcg3ztWv+AzJVwhdx0ALvTDk/YA760TJ/SmIu9b2OhqhfqPWG0b3/qNtx3voCjMxVMVhuIdXjSN9Xw3Xcw4A65yW65IrTcClj2mDwOBAYCKE4XOx4vbweRkQhKUyUoDQXZs1nkzucsmQIxHZhTp1IYOti9cLkVTNAj+C/lVZh9OIYh/gxeec0wtkTnXwuuoeDecwXcfTqL+y4UkL8ks8ZlZ7A/EcD+oQAODAWwPxHAWMQDeg2yZ3fbWyb+DE0h7nci7nfiyOj8Ak/IVh2/vljCbyZK+PXFIvKchB8cTeEHR1PwsAx+99AgXn3tCA4MBdZ8Lr7ENw3L1gJfJr/by0W2Xqw3iU2rWWem4Njf7yd+JBZrgfgij+yFLBRRAetiEd8Rb/l/ZsIwDKRPpxe1l3IXcrC77OBy3PyCTJFMuuBgcF2nnC4XqLLazJRqcMSoU5VVOP3OZgeglxg+NLzs67LeDt2t4Aq56QB2hx1DB4agyiomHpwADCwS68oNuWVyo6kaGrVGT7xbbtw+f3H80qNJfOhAZ8/h8Dgse+NQFAV/3I9aptYVuQGA8GgYE7+ZQGQ40vPdkmmOJ1ZFGLoBQydjk6WZErwRL2LbYh07vbpDbvh4H3Lnc+jb2dfTC/p/PTyDDz94BBQOw8jSoPIX8cV7xvHh510Fp53GT09l8euLRSgLzMVYG41rRkO4YWsEN2yL4MBQEGwH+gGaoTuO4TBBURS2x33YHvfh9540Cl038PhsBXedyODHJzKYLgn4+oMz+PqDM7hqwI833TiGFx9KrHi8qqy2fDx8ie+pT48qq82qZmRkbWJjGAZK0yUUJgoIj4Qtb5fJooz8hTzqxToohkJs65xxYAfkqTRdWpQhBaDpAQOQDWNgkBj7WVnBvpyhyippKy0gMyu1l9q1+TBB0RQYlgHN0NAVnbjYr7IHtrvslw3hvHIWdYFGrQFd1TG4dxBOnxO1XA1iRQTrbN0gS6yQN3c3+U0rgaIofPudT8bL/vGXuOt8Aa8eDWCsg8dxeB2opquWHZe/34/px6bRp/V1Vb602W0IDARQTpYR325BWWkNeMIe4nhqvvkNwNBIid0X93VlYx9MBHH+vvOoF+sYPjjcE13BRIHHh799DDooAHPVprkd81/96PSi390S9eBZe/rw9F0xXD0SakZ5dAN/zA8ux1kqcqVpClePhHD1SAgfft5uPDhRwtcfnMaPTmRwOl3DB+84hk//5Bze+pQteO31I0taVoqogImt/bfpmg6hIqB/V2+qhIZhIHsuC4fH0ZLGxjAM5C7kUElW2hoRbwW6pqM0XUJpugTDMODv8yO2NdZx21QoCyhMFJb9GcMyGNg1AHe4c2v/JwoaXAN8iV+TyCwHVVZBMdQix+OFsDtJJIPD62h+XI6omOc5XyTZUkpjfkAm0B944gZnXsFiVFIV2Bw20nemKbLbGln7fgshlAUSbtiGboTLc83U6bVwZDSEZ+3pw09PZfF/H0nhaTfvbu8AQciNKqvQFM0SkaLT64TdaUe9UO86sC+UCGHy4UlERiM997ZwB91kh7NgOsD0r2m3TH8pKIpC/1X9SJ9MY/rRabAeFtEtUbiD1l30/+vhGVCgsNLWbCDgxBufPIZn7unDtpj1ZWZ3yI3ceM6SybvlQFEUrt8awfVbI/hzQcY3H5rBl+6fQKbWwF/+8DS+eO9FvO+ZO/HKa4ZgmyPVuq63VIkQqyIcbkfPqgq1bA1CWcDYtWNr/m90XUfmdAZcgcPAngHLqkmGYaBeqCN3IUemN70OxHfE4Q50TkYbtQZmj8+u+HNN1sA4mN9KYqPKatO9uFFtgGKoJdWtdmB32qGIyjyJWUBkWnVlphka3ogX3shcKK8gE12anel6A65rOmRRhiIoJJZBlFsm853gCrnpELIogy/xiIxFuupx8xUyhtrOm1usim0Z6/3xc3bhp6eyOFkS8eFvH8Nfv+xAW8dopuNKdcmyClOgL4BattY1uTH1T9V01bJR7ZXg9DkXifVoG43Rq0cts7L3BD2gbYQ8NWoNpE6mwNgZRLeQXKpOFwBF0/GLs3l859FZaCtEcNAUcM1YGG9/2rZu/oRVQdEUXAFX13qrVhB0s3j707bhjTeO4buPJvGFX1zATEnER797HF+6/yL+5PlX4Xd298HQjJZ0Tu1oc9qF0lCQO59DfEd8zU2OpmpInUihwTUwdGDIsv+jxEvInc9BqAigbTT6dvQhMLi2Zmkl6KqO4nQRpenSmr9bTVfh3LE5nautgmEYkHl5PluqKi6qigDtTcvaXfZFLsZOrxOGYYC20ZYQRU3RUJgoQKgIhOS26Kq+XECmIhIys1wlyh10XyE3mw2VVAWggOBAsOPHUCUVMi+31F9fiHYDKHf2zXtyfOOhGfzVS/avKf5cCIqiwLpZyA0ZblhDbnx9PuQn8lAltespofBwGMkTyY71AK2CoinYXfbmWLymaGBY66pFjJ0BTdPQQSpDuqpDV3VkzmaQH89j6/Vb2/r7xvN1/NfDM/jOo8klouBLQVEUhkK98ZtYCF/cBy7H9ZzcmHDYGLz6uhG89Ooh/OdvpvD3d5/HeJ7Hm7/6MJ63rx9vHvFhgFn7f9pqpbRdGIaBzNkM3CF3S0Q/fToNiZcwfGjYMusIQzcwe3QWqqwiMBhAbEus4yqopmrN9O+FFU5fzDfv87KQX1Nko/NEQzMkc47MNGqNNU1ULyU7JuzOxUTG4Wu9EtMJhIqA9Ol0k4yYMQuJfUttMDRVQ2mmBImT5gMy20An1imt4gq56QCma6Yv2p0rpml13W41RBZkBILtXRC+f+vVeNG/PQoAuOPRWbxyQWJ4K7A5bB2L1paD3WGHP+4HX+K7trF3+pxk6iLPdV0JWguBvgBkUUbfjj6UZshorJV6H9bDLvGNoCgKkdHWKoQNRcMPjqbwzYdm8PBUufn9qJfFzVf14b8enpkLUF38WIZh4FVtnhOdwB10o5KsQBGVdR2ZZW003nTjFrzsyBC+8PML+Jf7J/DjExnceyaHP6ZsuPXGLSsSfqWhtBXP0A6q6SqkutRSOwog+WqmEZpVoGgKfbv6YGNtHf+NmqqhMltBaXaO1FBAYCCAyGhk0xnt9QqqrKKaqa4YD7EWbA4bkSgsrMp4nesWJbFQoH4p6oU66qU6qcKYid+8DFVWu8uWklTomt6T0fEr5KYDVDNVsB4WwUSwq8fhChwxNmqjj69rOpSG0nYrZDTowjv2xXH7iRz+5sdn8Jy9/Qi0sbjYnXbLjaCcPifqxbolGT3hoTAKkwX44p23b1p6ngWtr9BQCFMPT0EasMYDCCCi5YV9d4YlKeUu/+pVlRzXwH/8ehr/+espFOd8aGgKeMauOF557TB+Z3ccdoZMPX3ojqOgoMEADYqmYRgG/uZlBzAW7X01haIoBBNBZM5mep4Pthz8Tjs+cstVeNGhBD7y3eM4OlPBn//wNH5+voC/ffkBxJcxU2zUGk1dnZWQRRm5CzkM7B5o+RrQKwO7Tkd5NVVDebaM8mwZuqqT13cwiPBI+AlPajRVg1gRiQC3zEPmZbiCrpYWepqh5x2M/S5iVLgOaeUrQZVVpE+nV9X8JI8ll/1+t8REEZWeBCFfITdtwtAJu7Wxtq5so3VdRz1fb/sxzHiHdnduhm7gZTsjuP1EDkVexsGP/wSTf/38lu9vc9jA89bmj3jCHhQmCjB0o+uFwxPxID+eh1gRezJ5thxohkZsW4wEeR6wZqF2B9ygbXRT2zN6ZHTVCYWTqSq+fP8kfnA0BXmu7J0IuvDa60fw8iND6LtksX7FNcO49rGP4JuTbswOPhdD2/bgVdcMrwuxMeEJecDlOVRTVQQTQdSLddTzdfTv7r1fkYk9g358551Pxqf/8yF86VwR957L47l/dx/+5mUH8Kw9iy0T2rF2aBWGYSBzJgNv1AtfvPdRDlZDUzSUk79dpEbXSKtJKAsQysKy9hgrRRrYXXa4/PO5UqyH3XARta7rkDgJpdkS6vn6hh2HLMpXyM1mgBn73rejOz+S8ixpGbBr2NFfCtPBs11yo2s6WBuDdz1jG77wv+MAgEemyjgy2toIqc1hs7xyY3fZQdtoNLhG1/kiFEXBE/UgeTKJ7TduX7cLhyfiQSVVsUwk6/A6YGgGfHEfDMOAKqlLyI2mG/j5mRy+dP9F4tI7h6tHgnjLTVvxnL19zWmg5TBW/hU+ZC8AL34HkGh/es4KxLfGMfXYFOnZz4lO4zvi6+psytAUXnFVHC961m784TeP4lS6hrf928N4x9O24Y+fs6sZ2mlohuXHVZ4tQxblZXUMmx31Yh358TxkQW5W4sLDTzxSY+gGGlwDQlkAX+HRqDbmWrorQ22ooGgKTq8TzoCzSWg22rtHV3USxzCXLcWX+EWGil09dpuBzLSNbsYxmB97gSvkpg2YVRuH1wFPpPOFTKgIKFwkfc12T3pZlIk/QZuVDkMnUyF//Jzd+N5jKSQrIj54x1H88L1PacnDxO6wQ2kolo7xUhQFd8gNoSxYEp7mj/tRniGJ20P7h9YlqI6iKIRGQqjMViwhNxRNYcv1W2B32lFNV9GoNZotKV5S8a2HZ/CVX05iqkjKxwxN4Zb9A3jzjWM4PNICUa1MA0IBoBggtjHEBgAohoLD7Wj292kbMfjr1UTSStA1HVuCLnz3XU/Gp+48i3+5fwK33zOOE8kq/v41hxH2sNBV3VJ9kKZo4Es8+nb2rZuewgqokorchRy4PAdXwEVIzUj4svI+aQVCWUBppgShKqzoG9MERdrrnpAH7qAbTr8TFEWtS2L8cmhmS83lSpkf2xX6toPlSBJFU03y0syYmiMy63XOXyE3baCWq0FpKBjcO9jxAi/xEpLH53uX7Qqx2p2UMqHrOqi5qZAfvvcmPOsz92I8z+N1//IbfPudT17z/jaHDYZuQFd1S09OT4hUPiJj7U2MLQeaoQGKjMpPPjyJ4YPD6yJadQfcyJ7NWiaMM3fADMtA4RTMlgX826+m8PUHp8HNiboDLjtec90Ibr1hFIPBNojh5APk4+BhgF2f9t2lMHQDqdMpCKX5/r6u6qgX6+tObszUe2/Eiz99wR4cGgnij791DPdfKODFX3gAX33TtXBbLHisZWswdAO+6OXRjjIMA9VMFfnxPHRVR6A/gNi2zieqeg2loUBpKB2bReqavny0zhwcXgfcQTfcIXezjbxRMAwDqqyiXqijlqmtS7YUKNI5aGZLuVg06o3FBIbdeO+iK+SmRRgGsdtnPSy80c7Ed6qkYvbo7KIynlgT23oMWSCitXax0M8j6GbxFy/ah3f8xyN4ZKqM/z6awu8eXD0M0NQcKJJi6UXNHXIjcyYDXdW7vkjoGjFkMzTitTD58CQS+xOWOuIuB4qi4AmRrDFfzJoFyzAMHE1z+PIDE/jFVAXa3AVra9SDN904hpcdGWorILKJCz8lH7c8xZLjbBeGYWDm8Rk06o0lF2G+yAM71vd4FpIbAHjBgUHsiPvwtn97GNMlAS/9x1/ir58yhieHrTmHDMMgZL7F3KiNhizIyJzNQKyKsLvsSOxNrJumrR1oigYuz6GWrUGsirA5bNj6pK0dLbCXXl9ZF0uITMgNd9C9YaTOJDIStyCSod6AJmtwBVzrki01cngETp9zSWXKj95OqXaCK+SmRXA5DoqoYGDPQEdvGF3VMXtsdsmYryZrUGW1pfaU6RgZGGx/umih5wQAPHffvHjzw98+hqfuiCK4SkWIoqh53Y2F5rU21gbWzUKoCl2Hr+maDgoUjDkjDV0j/3MzE6eX8Ma8xB6gS3KjaDp+fCKDL90/gaMzleb3b9wewVtu2oKn74y35VEEkNeeL/OQOQ6hs3eCBlD23gBtsgC7ww53yL2mXkJXdQg1Ad5wly++QXRmkiABFBaV/TVFs8wFu1WwHpaQqgXY1e/Dd37/yXjLvz6MozMVvOOu89h3NIP/+cOndv18YlWEpmjw9sAB2koYutG0OjBgIDwSRmQ0sinSnk3omg6+yKOWq4Ev8ov0MKpEcpk6GW1nbAwiY2SE3R1yb1jbTZUWh2SaRGal3+0EZrYURVHQVX1FQbQJ1s1uWMutXVwhNy2gWbVxsx0vXqlTqRVdhRu1RkvVIFVSYcDoqC0lVIVmW8rEiY8/By/83P2YKPB4wefux30ffMaqxM1qrxsTpu6mW3KzXDnW0EkGj67pPd0tN1tTut5RsndVUPC1B6fxb7+aRLpKdmAsQ+M528J41y1XYXd/ezsj04uJL5GLvifkgZd7DLTCw/DE4bzqJhgGBVmQkR/PQ5GIbbsr6IIn7IHNvvjSkLuYQy1Tw+iR0a7GkSmaQv+ufsS3x8HlOJRmSlBllRgWajrqpfq6mro5PI5lXXSjXge+/rbrceQvfgZR0XAiw+GbD03jVde2ma9yCSqpCgL9gXVJf+8UYlVE5lwGMi/D6XOif1d/T6ZZOoFhGBAqAmrZGur5+hIxq8PrgL/PD3/c39WEW3Qs2u2htg2hKkAoCWsSmeWgNBSskqzScraUpmjgyzzJliry0NT5YwgMBDZtK3I5XCE3LaCer0MWZPTv7u+oamMYxqKT5FI0uNbIjVSXYGhG24uLWc68dNflddjwudccxgs+dz9myyIOfeKnOPqxZ6/4OHaHHYpkvTDNE/YgN57r+nGWqPapOdFy0N1xK7FVUDR5nnZJ2ni+jq8+MIk7HpmFOLdrinpZvP5JY3jh1iCCNgbhNokNQP5uxs5g4KqB+QvSQ98lP7vqhXAFiLbFHXQjOBhs2sPzFR7JY0k4/U6EEiHiTC3K4HIc0cqcTLVsOLcaaIZGYCCAwEAAUl1CcaYILssheza7ruSGdbFQRGVZOwI3a8PRjz0bO//0xwCAD337ODQdeO31nREcVVZRz9cxdu1Yt4fdE2iqhsLFAiqpCiiGQnx7HMFEcMO1E4ZhQKpLqGVr4HLckuq33WmHv88PX9zXMx8gq2FOQprZUmJVBGNjmsauncDutJEgX4oAALA9SURBVEOTtSUkhvWwLXvoMHYG/jghh4ZhoFFrQKpLsDlsXQ3RmNAUjeRLzZkB2l12BPp7836/Qm7WgGEYKEwVYHfZOw6ooygKo1ePQpVU5C/mUcvWwNiZZgmwUW+tVypWxbZC0ExweQ4wSGtBaSiLWhD7EvMnVlVUcM+5PJ62M7bs47AetidiNVfABUVQuo5i0DW9uUgZOkkzjo5G180J1xvzgstza5IbwzDwwIUivvzABH5+Zp7U7e734S03bcHvHhqEw8YgeSIJ79blX4u1QNHUYrdmoQSc+j75/OrXL/19imqG7YUSIQhloUk4lYbSbGsqDQXFqaKlO1uH14HBqwahbFEw/dg0yskyQonethFNUDQFu9PeDPG7FKyNxn2vO4jbzxTxn4/M4qPfPQ5V13HrDWNtP1ctU4Mr6OrZ6Gs3qBfqyJ7LQpVVeCIe9O3o2/DRbsMwUMvUUJopNS0wTDB2Br64D/64vzmhtJlh6AYa9caioMxLSZpzGQPJleDwOJpRDE6fEw6Pg0zEWpUtNWfRIFQEOH1O+Pv8LT+upmqLwjFNIqOIypJNvjvkvkJuNgr1Qh0yL6N/V3/XvUabwwZZlOEJe5DYn4AiKuDLPBzu1nYbYk1se2Ta0A3kL+SbX5dny0viAiY+eQve+43H8YOjKbz7a4/i+++6EVuX0QRQFAW5YX0WCM3QcAVc4Ct8V7t2mqZB22iEhkKk1Rf2rqvFvyfkWZV4NhQN//14Cl9+YAJnMhwAgKKAm3fH8eabtuCGrZHmBUTXdKiSat1CePTrgCYDAwfJpNQqoCgKnrAHnrAHlXQF2XPZ5s8M3UB5tgx/3G/5Im132jF27RhmHp+B3WHvebXNBOtlIdVXdpmmKQofeuoWeD0svnjvRdz2/ZPwsDa87MhQy89hGAYq6QpiHZLVXqI8WwaX52DAwOCeQXhj3p6RhVbOa03RUM1UUUlWwLBMk9hQNAVv1At/n5+EDW9i7Ycqq00SI9ZIttSaHjkr6GYcHkeTxJhEZlntk0UdowZHQnvN8XEzF2tg98CS3zUMcj2Q6lKTyKyl21kI05S2F7hCbtaAw+tAaChkSWaR0lDQqDWa7S3W3bqBka6TpOjgYLCt56ykKlAVddHXkbHIokWYoij87SsOIFUR8chUGW/514fxrXfcgOglfXaKono2ZugKuiBxEtC39u+uBF/c13R7NfUm6+n+aqZeX4o8J+Hffz21KBrBzTJ4xZEhvPHGLdiyjDuwUBasG4vWNeChL5HPj7yx5bsZOtGaXdrH11UdyRNJS9pTl4KxMUjsT2D28VkwLLNm7IQVcAfc4Mv8iu9xu4t4PH34ebshazq+8sAkPvjtY/A4bIuE+atBKAvQNb1rXZmVMAyy8SknywgOBpHYl+ippsIwDCRPJCGUBYxcPbLktZUFGeXZMqqZavM6o+s6PBEP/HE/vFHvphI0XwqloaCaqqKWr7W9aJsVRMbOwOF1NHOlHN4ViEwPYBgGKskKqdhe8p7nchxCiVAz6dvMlpJFGayLXVFPuhaUxvItYSuwKcjNF77wBXzqU59CJpPBwYMH8bnPfQ7XXXfdmvf7xje+gde85jV40YtehO9973s9OTbWxVoWjMjlOFAU1dGOVOIkGIbRVuVGU0ls/cIT1TyBLxXXOmwMbv+9I3jxFx7ARIHHG7/yIL7+tifBt6A0bbZ7egHWxYLLcZY9njvsJtEOFpoOtotTqRq+dP/EkmiENzx5FK+6ZgQB98pVpXqxbl1r5tT3gNI44AwC+1/R8t24PAdN1siIvkHOHfP1lwUZyeNJDB1ovXrRKuwOOwb3DiJ5kjy+lSGRy8Eb9aJwceUYENbFosE1QFEU/uz5e8A1VNzxyCze+/XH8OU3XoubdqzdohOqAoKDwU1TbdA1HenTadQLdcS2kWnCXr9PKqlKM7soP57H8CES1CqUBJST5UXeMuam0hf3bVrxtSqrECpCM47B9NZphdiY8T2uAMmVcnqXjlevJzRFQ+ZMBvXi8jEMhm5g6pGpZX9G2bo77k6yElvBhpObb37zm3j/+9+P22+/Hddffz0++9nP4jnPeQ7Onj2LeHxlUjE5OYkPfOADeMpTNsavoxPUcjV4Iqu3LlaC6d3QTh+8NF2Crl8isjVIGTo8HF7yZor5HPj3t1yHV9z+K5xI1vDWf30YX3nTtU0/lZ6SmznhqlWwO+yg7TRkvje5JStB0w3cfTqLrzwwiV9dLDa/f/VIEG++aQueu7d/1WgEgBAbQzesOW5dB+79W/L5k34fcLReyfLFfHD6nNBUjUwzqTo0lYxrNzhSbk+eSCK2LWY5AXF4Hejf2Y/k8SSGDw331L7extrg8DnAl/llKyt2lx21XA0AQNMU/vql+8FLKn58IoO3//vDuOOdT8ZVA6tXdoWygPBweNXfWS+osork8SQkXsLg3kHLvJlWgzmVZ0Ksisiey0Ksiov0NN6YF6FECK6Aa9PpaJYLylzud5aD0+dcFJS50XomE7IgozRdQjVbXXHSai1Q6O516tSYdi1sOLn59Kc/jbe97W1405veBAC4/fbb8cMf/hBf/vKX8eEPf3jZ+2iahte97nX4+Mc/jvvuuw+VSmUdj7gzyIIMqS4tSpVuB2K1Pb2NKqsozZSWPWE1RUMtW1s2jXtrzIt/ffN1eM0//Rq/mSjhjV9+CF964zXwOe09r9ysNLXSKTxhYqy3HuSmKir41sMz+NdfTWKmRIwZGZrC8/b14y03bWktGgFkR12YKFhXETn7IyB3CmB9wPX/p627mhbqq4Ev8UidTMET9iAyErHUrdUdciMyGkHyRBLDB4d7Wp73xXzgcsuLwc1z04SNofHZVx9C9SsP4ZfjRbzlqw/he++6cdlEcWBu2oeXNsU4temQrms6hg8OWxJ7shYM3UD6dHrJtaOargIg0RvBgSCCieCmWfSBS4IyKwIatbUHPzSFVDpNEuMKuOD0OTe8nabrOmReJtlSnAi+wFuWFdjJmmBjbSSWwUXcjHuBDSU3sizjkUcewUc+8pHm92iaxjOf+Uz86le/WvF+n/jEJxCPx/GWt7wF991336rPIUkSJGm+H1ir1bo/8A5Qy9XgDrk76rkbhgGxJrYVUUBRFAL9gfnRO0Eh006aAV3Xl1Z0FmBfIoCvvvk6vPErD+LByRL2//lP8D/vuQkjdmrV+3UD2kaDttNQJMWyKoAn7EFpqtQxoWwF5ij3tx+dhTDnSxF02/Hqa0fw+htGkWjTTbo0XUJgIGBNpULXgF98knx+3dsAl/UTSJ4wydSppCqYemwK4eFwW5MVa8Hf54ciKUifTncVe7IWvFEv8hfzy0Zo2Bw2aLK26GcOG4N/fN0RvOQfH8DFPI9b/v4+3PvBZyzrGm0KMzd64RbKApInk7DZbRi5eqTn7T4Txeniiu65vrgP/bv6N3zxX4h6sY7yTBliTVxz4aYZGq6gqxnHYIrSN6rqZBjEnd0kMma+1KXTZlbi0qkvE4ydAetmmySGdbGwu8nn6/F6byi5KRQK0DQNfX2LVaR9fX04c+bMsve5//778aUvfQmPP/54S8/xyU9+Eh//+Me7PdSuoGs6KskKfDFfRy+qqUBvZ5fF2Bn07yJix+JUEXyJx8jh1v05joyG8PW3PQkv+Nz9AIAXfO5+/PAt18K9huK/G7AulpQoLbrougIu4oJrse5G1w3ccz6Prz4wiXvOzZfad/X58MYbx/DiQwm4OtiNyKIMoSxg+PCwNQf6+NeA7AnAEQBueLc1j7kMKJpqiu4Lk8QnJb4tbllVIDwcRv5iHrnzOcR3xHuycNhYG5w+J/EpukQTR1FE7Kk0lEUTVQG3HV9547V42qd+gUJdxp7b7sLEJ29ZcnzmJNZGtlmqmSoyZzNw+V09Fw4vBF/mUZwsrvhzoSx03A7pFXRVX9FvhqLI0IAZxbBcFMF6Q5VUcAUSPSHx0tphnxbAdJZnPWxTk7aQyNhd9o7kF5Ye44Y+e5vgOA6vf/3r8c///M+IRlvz2fjIRz6C97///c2va7UahoctWjxaBJfjoClaxxEAYlUEzdAdG1R16h+zLxHAbS/Yg0/8zykAwGv/8zH8+bUJbOnoKNYG62YtHQ2kaRpKgxBDKyoheU7Ctx6ZwTcenMH0XOgjGeXuw5tvHMMN2yJdLWB2px2D+yyqTsg88PO/JJ8/9QOAp/dZRoydQd+OPki8hNyFHGysDdGt0a7t6ymKQmxLDKlTqZ4SHH/cj1qutqzgn/UQ4n3pe3A04ln0HvnivRfxjqdtW/Q7G9mSMt3Vi5NFUiXZ3b8uAl1DN5A5l0Ets3qlXFM0kgZvgUGcVbg0O8vpczazpVx+14ZVmZZkS9VJLEMzW6qFtlm3GDo0BKfXueHEpRVsKLmJRqNgGAbZbHbR97PZLPr7l45Yjo+PY3JyEi984Qub3zPbJDabDWfPnsW2bYsvLA6HAw7HxvW6TR8AT9jTsWhKqApdGVWZ1vqd4M03bcELDgzgbf/2MI7OVvHH90+h6HfjLTdtsXyBYd2s5eVT0yyxU3Kj6wZ+OV7E1x6cwk9OZqHOlal9Thteec0w3nDDGEYi1gQJUhRlnXD2gb8D6hkgOApc/3ZrHrNFODwODB0YAl/kkT2bhcvvQnhkqYC9HVA0hYE9A0geTyJ/MY/Y1pjl55836kVuPLdsa8rhcUCsisuKb9980xbUJRWf/uk5/N87z2B/IoAbt89vvqS6tCFhk4ZhIHc+1wzqjIx1R75bfc56sY7CeKE5IEDRFHxxHxgbA4qmQDN08yNjZzZdEKeNtSG6JdqMI9mIhdx0MG7UG4uCMlfykGknqmEhKIoCbaeb2VJLXN4vgdvv3vBKVavYUHLDsiyOHDmCu+++Gy9+8YsBELJy9913493vXlpG3717N44fP77oe3/6p38KjuPwd3/3d+tekWkFYkWExEuIbevMvMswDBK014U/htpQu/JMifud+Mb/uQHv+/qjuPN0Dn/5w9N44EIBn3rFwSVeON2AdS0NMewWNrutLVMpE7laA99+NIlvPDSNqeJ8ifrwSBCvvW4ELzgw2FHraV1QuADc/xny+bM+DtjWn9yblgfuoBu58RymH5tG/+7+ruzxaZpGYl8Cs8dmLXdJBggR9ka9kEUZTu9icbAn7EHmbGbF+77nd7ZjuiTgjkdm8Z6vP4YfvOempt5KqksbMilVni1DrIro29nXtj9WJxBrIvLjeYhVIqj39/sRHYtuuNaoE2xEartQJlNYUl1alcgsh7XMVW0O2+JYBo9j2RBMRVLAF3nUi3UIZWGR5igwELhsiA2wCdpS73//+/GGN7wB11xzDa677jp89rOfBc/zzempW2+9FYlEAp/85CfhdDqxb9++RfcPBoMAsOT7mwXl2TJYN9vx7kSqS+CLfFfOpoqkdH2BcbEMPvOSfdhBn8AXzxbwv2fzeOan78FHb7kKrzgyZMmO0OpxcABgWKblXQ0vqfjJqQy+82gSD1wowHxf+xw2vOTqBF5z3ciaI78bDsMAfvg+4ka8/ZnAnhdv6OHQNhr9u/rBl3gkTyQRHAgiNNy5pwrN0BjaP4SZozOgadpysfhyLqwAscbXZG1JfIkJiqLwly/ehzOZGk4ka3j31x7Ft95+A6i5VgLrWd/IBb7EIz+eXxdiI4syChcLJOYFpK0T2xZbQhCvYB6m8HdhHANto5vEsBPYnDboit4kMKyHbRKZVjVWdocdwcEggoNB6BrRHkm8BNbJWpJkb27WTTdjxs70zNhyw8nNq171KuTzedx2223IZDI4dOgQ7rzzzqbIeHp6etOaOK0FWZRRL9bRt7Ov44s5l+fAutmOd7y6qoOxMV1lNpmgaAqvPNCPW565C+/75uM4k+HwwTuO4TuPzuK2F+zFnsHuFn67004SopdpC3QKxs4scmi+FIqm41fjRXz3sSTuOplpTjwBRFT9qmuH8YIDA8tOwWwGGIYBRVQg8RLRVp29A76Je2EwDnDXfAxGpgaKpkDRVHP3thGaAU/Yg9GrR5tVnIHdAx23aWkbjaEDQ5h5fAYUQ61LDhVFUXCH3eCLPIKJ4LK/47STCapb/v4+PDZdwd/ffR7vedpWAFjX1oYiKkifSiMwEOgpsdEUDcWpIsrJMmCQ1l1sW8w6Z+0nEHRNb3pDmZEMl1ZmWhbgU/PZUqaTMeslk7BWZUsBZCPhjXjbJh+mNkgRlflsqQUfFwqePWFPz8gNZawVePEEQ61WQyAQQLVahd/f21147kIOtUwNW2/Y2tGCYhgGJh6cgD/uR3RLZyV4sSpi5vEZ7HjKjq5LikJFQOZMBluftBWKpuPL90/gMz87h4aig6KAFx4YxPuftRNjy8QJtIrZ47OIb49bNjFVmilB1/RFLQxR1nDv+TzuOpnB3adzqC4QMY9F3HjJ4SG8+PAgRjeRyBGY991YON5p6AbsLjvZoVE1eL5+M+hGCY3rPojGoXfB0I3mTRbJeKgZkrkwq2Y9y831Qh25CzmEhkJdpU6rsoqZx2cQHgn3LHxvIaqZKur5OhL7E6v+3n8fTeG9X38MNAX8+xuvQSxbxc6n7uz58QHkHJl+bBoUTWHk0EhPXlfDMFBOllGcLEJXddgcRKNipQXAajDfB57Q5np/LoQiKU0SI1ZFEo68xkprTuQtRDPQ1ueA07sx79e1UM1UIdWleRIzF6nQCuwuO7Zev7Xl52pn/d6c29EnADRVQzVdRTAR7HinLPHkhOnGQVSsiXD4rHkzaIrWNFyyMzTe/rRtuGX/AP7vXWfxg6Mp/PfRFP7nWArP3dePN9+4BUdG228/KIJi6WiojbVBrIpIV0U8cKGIn53K4p5zeYgLdk0RD4vnHxjAiw8ncHi488W2FzAMA2JFRC1bQ4NrwBslYaChRAise4FfhGEA33gv0CgB8b1wPvuP4bQtTxB1VW9OWpRmSpB5GRRNwRPxwB1wwxXsrTusN+qFK+BC9nwWXIFD/67+jsisjbVh6CCp4NAM3XOnXU/Yg9z5HHRdX7Wa/LsHB3HvuTzueGQWr/vKw/j67/RqvnAxDMNA5mwGqqxi7MhYTxZATdWQPUvSw2EA0S1RhIZC61INlHgJlVQFtUwNuq5j25O2WVKRtgJmBbWSroDLcW0b5NE2GnY3cVV3+VxNMrNZiIwpcG7mSi24mU7wneAJny31RIT5BlyphN0K6vk6MT/qol/fqDUsCx/UFG1J73Y47MbnXnMYb3/qVvy/n5zF/57N40fHM/jR8Qy2x714yeEEfvfgIIbD6zsRUWso+PV4Eb84mcEDFwqYqi0OdksEXXjO3n48Z28frhkLg9kEF5CFkOoSatka+BIPp98Jf78ffbtWaW8e/Tpw9ocAbQde+kVgBWIDkAupO0h8OkxoqgahIqCSqiBzLtNMX+6VboKxMxjcMwguz2H26CypvgwE2iZVdocdQweGMHt0lqRG9zCY0vT2EKtrVw3+/Hf34o5HZgEAr/n5BCafvadnx2XCTPceOTTSk0V/YVp0aDiEgT0DXY/5rwVDN1Av1Eku1QLvGcbGQBKkDSU3qqSCL/NNB2NVUuEKuFoiNqyLhTPgbLoYs252U2yqdE1fHI654LZSNcbl7GJ9MWCpcetCXCE3PYA5/u2L+Tp+8xuGAS7PwRf3dXXSN7gGojFrpkqWIzcm9iUC+MqbrsPZDIcv3z+B7z6exIVcHZ+66yw+dddZXDXgx9N2xvDkbREcGAoguJLeooM/VZQ1nEpXcWy2iuOzVRydreBigcfChitNAfuHgnjqjiies7cfewfXp4TeDgzDgFAWUJopgWZo+Pv8iGyJrK05q8wAP/4Q+fwZHwH697f93IyNgS/qgy/qg6ZqqBfqyI/nockafHEf/H3+nky9+GI+UsU5lwWXJ1Wcdp+HdbEkSfzYLKjdVE/bFZ6wB3yRX/M5vA4b3v60rfjiPRcBAHeeyLScIN4J+PK8gNjqSAUzbDc/nid6p/1DPfelURoKqukqKunKooEAp9+J4GCwY0PUbqAp2nxQZkVY1rZiOQJA0RTJlZojMi6/a91MFNeCruoQqyLKyTJkQV7SFmsJXV5GFfEKublswOU5MCzTldBR5glb7kahrsoqlIYCl8+6yo3Nvvops6vfh795+QH8yQuuwp3HM/juY0n8eqKI0+kaTqdruP2ecQDAaMSNfYMBjEXdGA65EfaQnUs2xSFiz8G2AinkJRUzJQHTJQEzZQEzJdJyWm5TsTXqwfUjQez32vH8p+9cNYV7oyGUBRQmC7A77ejb0de62FbXge//PiDVgKHrgCf/QdfHwtgYBPoDCPQHoEoqarkaUidToGgK/j4/fDGfpRdnG2vD4N5BcDkOYlXsiEQ5PA4k9iYwe2IWg3sGF1WlrMRaI+EL8ZHnXQVKN3D7fRP40++dwPVbwgj1YGpKafROQKwpGjJnM6gX6nAFXD2t1pjkvpKqoF6YT6c2z7vgYBBO3/pNYOkaWfgXjmiveR9dB8MycAfdTTKzGVpLhm5AEqT5WIa5aAbT4LWbnKlO8wbtTjvsLnvP/jdXyI3F0HUdhYsFsB62qx0Ul+eaQtFO0ag1wNgZ2JzWvMyqrLbcpvA77XjltcN45bXDKNQl3H++gHvO5fHodBlTRaF5Wxa/nmn72KJeBw4OBXBgKIgDQwHsSwQQ8zlQTVchC/KmJTZCRUBxsgiGZdC3s6/91/tXnwcm7gXsbuAltwOMtW9pm8OG8HAY4eEwJF4Cl+Mw/dg0XAEXfFEf3GG3JRUwiiILWDdw+p0YvGoQqZMpJPYnLGvHXvocNoeNuA638Fq9++nb8OPHkpiqS3jbv5EEcatRnC6CdbGI74hb+rhiTUTqZAqqpBITwNFIb3Q8ioZqpopKqrLIoZx1swgOBuHv96/rtBlX4FCeKaNRa2CteRvThNAdcsMT9MDusu4606g1UC/W4Ql7Wl5LzBFziZcg1+eJjCzKK2oZVUkl1ZcOtY4rJaGDIgTGjGNY9NHZO1Jj4gq5sRiVZAVKQ1lzomItcHkOvlh3LSmxJsLlt04culpbajVEvQ68+HACLz5M/icVQcaJJKnkTM9VYcyJJakuLWsuZcJppzEccmMk7Mbw3G0k7EbUu3zPWhbkjkeOe4lGvYHSNEltj++Id0ZiZx4C7p7LTXvOXwGRbav/fpdweBxwbHEgMhaBUBFQmiohP5FHZDQCb9S7Kdp87pAb/bv7kTxOksStjj2gKAqsi0U1U0V829pkwmGj8UcH+vDeX87g4aky3v7vD+OLr7/GsuPhyzyq6Sq2XLvFMssMs62ev5gHY2MwdHCoJ60+QzdQSVdQnCrOt54owBf1IZgIwhXorbB9JeiKvqLfjBmU6QmRwFjWY71WxjAMlGZKKFwsACATn2PXji3bujGFvvVCfT5bqoNKit1pbyv6hmLI+4B1z2VL1RtLSIzd0XsCsxqukBsLYfo+BAeDXVVczDHfbqc/GrWGpdbmC6elukHQzeKmHVHctGOpFmjiwQkk9iUsIySyIMPTxWi61dBVHYXJAsSaiPj2eOfVBbEM3PEmQFeBvS8FjrzR0uNcDRRFdC2ekAdiVURxqojCZAGRkciyGjFd05E8nkTfzjbabV3AG/EiviOO2WOzGD40bPlzBgYDmD06i9iW2NoXbwPYE51/D951MgtBVi3xTTIMA4WJAoIDQcv+RlVWkTmTAV/i4Q65MXDVQNuRIGa1Y6VF3zAMcDkOhYkClIbSjJYJDgYR6A9s+ATUwmvmoqDMkBtOb2+DMnVNR+ZsBlyOa37P0A3U83WEhkOkKsNJzWlHqS6RUOWga8Xk9VbA2BgoWEpubI65gMxLbjbWtik2M6vhCrmxEMWpImAAkbHurLvrxTox7uti12kYBhpcA+FR6xxcO63ctAsrrZdk0bqU8W7BFbjmYhTb1kU2kmEA3383UJ0BQluAF/4dSfDcALgCLgwdGEKDazQDGsMjYeJ5MrcIlKZLECoCUqdSGD0yui4XRX/cD13TmwTHSjG00+uE3WlHvVCHL776BoSxE4fsk7c9G1f/1c8gqTr+7u7z+Mjzrur6OPgS0YEk9nZXJTYhVASkT6WhyiqiW6IkD6yD1yp9Og1FVDB8aHiR6LeZOzVRaI4OeyNehEfCmyJd24TdaUd0axROn3NdgzKVhoLkieSy2p7STAnFaeIrtBw6iZgBRcT4Di9xMLY77YtJjIsFbbs8DXSBK+TGMsiCjHKyjOhYtKvwQ0MnJeFQonOLeoAIknVNt1SAt17kxioYugFNtSYRvBsoDQW58zlQNIXhA8Pd70wf/CfgzP8ADAu84quAc3WtitJQkBvPYWDXQM8uVk6fE4l9CUi8hNJ0CcWpIkLDIbhDbpRmSgDm3iOz5XXLWQoOBKGrOmaPzmL48LCl50FgIIBKurImuaEZGjbWBkbT8A+vuxpv+deH8aX7JvCSwwns7u9cY9Ss2gwGLal08CUe+Yt5AMDwoeGOBdlCWWhWHfIX8+jbQZzm+TKPwsVCs7rgDroR3RK1fLLLKkRG1jdbSqgKSB5LrhhcuRZ5WaulZHfaF8UxrJQt9UTCFXJjEfIX87CxNoSGurOCr2Vr0FW966kHkRPBeljLhHiaqsHQjTWnpbqF3WXverTQxEo5QOsFQydOrtVMFbGtMWs8WGYeBO76E/L5s/8SGDy05l24PId6oY4pfgojh0d6SlAdHgcGrhqALMgozZSQH883NQCGThZkb9S7btW08HCYVHCOkgqOVX+7P+5HfjwPRVTWFJHa3XbIooybr+rDc/b24a6TWTz3s/fh/P/3PNg7rArU83XIooyhA0Md3X8hxKqI5IkkPCEPhg4MdUwCDcNoEiSA6A/tTjv4EvGCAQgJjm6Nbmp34fWAoZPKem48h0at83bSQjAs04zBaGZLeR1wuB2bqgJj6oQUUQFFUz0juFfIjQUQKgLqhTr6d/d3VcI0hWTBgWDXF2GpLsEXtc6xVRZl2N12UEzvmL7pxss6LdLbiBsnJm5wRDBsd9kxevVoV+eFKqkQqgJoPgv3t14HWlegbrsFja2vBYp1UKBAMRTsTjtsjqW98Fq2BhikcjL5yCRGD4/2XNfAulkE+gPkuRfA0A2kT6UxcvXIuvXsI6MRUsE5PovhA8OWXOhpG3FErmaqa0ajsC6WOG8D+NgL9+Kuk1kAwIe+fQyffuWhtp/bMAwUJgsID4W7rkY1uAZmj83C5Sdj3t2cp/VCfYnuIz9OyA7rZhHdEt00wvP1hiqri3KlGlyj4xFqmqEXxzF4SRVG1/R1nSpbDbqmQ2koUEQFSmM+W8r82pQeeCIeDO3vnqAvhyvkpksYhoH8eB4Or6PrUVa+xEMW5K5fbF3TUcvUkNhnTS8eACROgsPt6OmFSREV2Jw2y0qlsrD+ehvDMFCaLoHLc8RQzYJxZF3TIdc4BO56G2ghBzW4E+VrPwmjJpLxTQMATQTkqqSCttHzwj+HbZHZmNpQMfnIJEYOj/T0f2MYBtJn0stewBv1BirJStdVzlZBURRi22LInssieSKJxP6EJTqKwEAAqZOpNUekWRcLiSc6isGgC1tjHlzM87jrRAbCi9sXF9eyNaiy2vX/T+IlzB6bBethkdjX3f/E0BdXbRaC9bAYPTJ62QYgtwtDNyDxEiExtQbEqtiZOd4l8IQ8iO+MkzHqZa7DG0VsuAJHfNlMAtNQWvbNaWdCq11cITddgstxaHANDB8c7nrhL8+U4Yv7uvZK4Es8KIaCK2hduU+sinD6e2ugJdVb8w5pFUpDgTfaOzv+SyGLMjJnMnD6nBg5PGKZEJF12RE9+Ukg/xjgDMB26zcRC4+t+PuaojUt07kCt4RgaLKGqUdIi8rK//dCqJJKxI9zbwmKokBRFAwYMDQDuQs5gAZCg+tHcPp29iF9Oo3ceA592/u6JtFOvxO0nQZf5ldtOdrddnCF+emXH733KXjmp+/BbFnEF++5iPc9q/VQTdMtODwc7qq6K4syZo/OwuawYWj/UNfVrGqmuuJCJfMyatkaggPBrp5jM8PQDYg1sWlA2GlVZtXngLGhwxGqrBICIyjk+jIX0wBgWbfmVqCIpIrTi03zFXLTBXRNR/5iHt6It+uR6wbXgFARMHpktOvjqmVr8MetjRcQayICA71NXm7UG5b5kmgKiRBoxYukWxiGgWq6ivJsGX07+iwdvwcAPPwl4LF/BygaePmXgfDqKbqMnSE27wEX6sX6sr+jqzomH5pEIBFAsC9IwlUtPF/sTju237idPJeuQ1fJTVM1qIqKSrKC4mQRQklAbFtsXS7aFEWhb1cfkseTyJzNoH93f1d/M0VRCA4EUU1VVyU3C9tSAOC0M/joLVfh9//zUXzx3nG8+rphDLSoO2hwDUi8hMSBzquySkPB7NFZEqVwYKjrFrhYF5E9n131dzSpg2meTQzDMCDVpWYUg1ARYOgGXAHXmsSGoikyiRVwweF2gPWycHqd0DW9uQ6IFRFiTVz0WOvhzqxrejPdu5krNff5SpNa3Wx6Tf1NL7SRV8hNFyhOEWfQ2LZY149VminBHXR3fQJrqga+yGP48HDXx9R8TEUjfhQ9fnNJvNRVZMVCNAlej6cBVElF5mwGjJ3ByNUj1peGp345nxt188eA7c9s+a6GYYAvkyoeRVFEEO6wkV59wAkKFDRNQ/5iHrIoE++aCPGvsVKASNM0aJYGFvAXX8QHXddRnilj+tFpBAYCiIxEei58ZBgGiX0JzDw2g/zFfNfk19/nR/5ivmljvxzsLjs0VVs0bfi8ff24biyMBydL+L93nsVnXnWopefjizzcQXfHwn5VVjF7lAR6Dh3sXDxsQqyKmH5suvm16apujhKb7dHLacpyORiGAVmQF2VLLbfYL2djYXfaF2VLrRTHQDOLA211XUejRvxsGBsDfxfTdStBU7RmtpTZUmoX3W6KejX4cYXcdAihIqA0XUJ0S7Rr0aosyuByXNeuxgAR9dkcNkuJiFgT4fQ6e+73YFVbyjAMVFIVS/6fq4HLE9+a6JZo14aLy6KaBP7r1nmjvhvbz42KbonC7iQLzkq9eozOpYKXiDA+dyEH1s3CG/HCE/H0rKpC0zQioxEE+gPIX8xj4qEJRLdEiUdOD7VdjI3B0IEhTD82DRtr62o0nbEzCAwEVk2opmkadieZmHLZSYWGoij82Qv24IWfvx/ffSyJPr8TH37e7jWfr16sd1xB1RQNs0dnoWs6hg8Pd5URZegG8TWaKoKiKbiDbiT2JZ5Qo8VKQ5mvzJQFqPLqOhKKosDYSNW0SWb8ro7F+zS9mOx0A03VSK7UgnwpmZehyqRq0o0mqGNfsrl4hl608IAr5KYjaIqG9Ok0XH4XwiPde3bMHpsFKBLK1y24XPdJ4pdiPfQ25qi5FQ7IYlUkzpo9WpQ1VUPufA6aqmH4oAW+NctBaQDffB3A54G+/cCLPt+2UR9FUQgPtXZ+MjYGvrgPvriPGEDO5dqkTqRgGAZ8cR/JuOlBXpPNYcPAVQMQayJy53OopCrduTe3+JwmwWHsJCi0U5heLqvB4XNAFuRFf9P+ofnnvP2ecXzoubtWfd8qkgKpLnVsKZAfz0OVVeLa3MV7QxZkpE+n0eAacAVdGNg9sKGWC1ZClVVU09VVNUQL4fQ5m+7FVhr+mS7OQkWAP+5vudWta/p8OOYCIrOawFeRuhP1rtSuAkg1alEkw4KsqeUmO63EFXLTAbLns9BVHf2HuuvZG4aB3PkcFFEhbYIuX2hVVsGXeEvaZAvRqDV6rrcxqzZWnOyVVMXydGQTqqRi5ugMQkMhBAYCvXlzGgbwP+8DUo8BrhDw6v8A2PXzBTEt510BF2JbY1AaCvgij/TpNGiGJmGGcb/lLSSX34WRq0dQy9aQOpGCO+xGdCzas4WTdbNI7E9g9tgsbHYbPJHe/Y9ZFwuxKi4hUb/4wNPx9L/9BQDggQvFZSNJTPBFHqyH7fj/EdsWQ2go1HF11DAM1DI1ZM9nYRgGolujCA935mK8mSCLMuqFOuqFOsSqCFfAtSKxYT0sPEEPITNBV08mlC6NYKjlath63dZlN1G6TsgMV+DAZbnOKjAGYHPaoDZaTwanKIqQlrn2o2gXydfOORIzR2hoG71h58cVctMmatkauByH/t39Xe1+NEVD6mQKQoWYW1lReuTyXNOF0iroug6hIiC+vbfCXImXLBETq7KKRq2Bgd0DFhzVUjAs07tqjYnffBE4+jUiIH7FV4HQWO+eqwXYnXYEE0EEBgMQKgKqqSoKFwvwxX0kR83CcEqKohDoD8AX9aEwVUDyZBKBvgCCiWBPLpIuvwuDewaROpXC0IGhnlWL3EE3sueWim7Hoh686cYxfOWBSXzqrjO4cfuNK/6dfHH1qay1wNiZjrUvmqIhczaDeqEO1sViYM/AughcewEzmsYkNJdO+iwkCHanvVmZcQfdPXc7Xy6CwdCIds4b9UKqS5DqUjNXShIkwABcQVdXrSXGxkDFUnJjY+ezpZpkxs1ueChmK7hCbtqA0lCQPZeFL+brytPG9Jdo9nC7iJtfCC7HwR+3VnRWnCoCAGyuHr+pRWsEy7VMbVGukdWgKKqnxMaYuBe466OgAOg3fwLUlqdZZdjcNRYGZqqSimqmitnjs7A77AgMBuCL+Swry9M2GvFtcTS4BjJnMuDyHPp39ffElNET9qBvB5miGjk80pPncAVcUCV12ayzdz1jO7750AyOzlZx18kMnrtvKTHXNR18mUdoZH1G5xeCL/HInMlAlVUEB0ku2nrlLVkFXdchlkVwRQ58gV9RP+MKuuCNeEHbaHhCnnVttwllkr+2XNRC7nwOmTOZFe+7WmtoJVA01RR/03Z6Sa7UlWyp3xKYpmQ0Q6NvZ1/Hu0iuwCF9aqm5maF1x26UhgKxKqJ/d39Xj7MQUp3kBAFklJNx92biQVd11LI1REatyXPpdQutExi6gUa9AUVUoCnaopuqqGSSpp5E4pevB2NoEEdfiCz7Ami/vgiAXIjMnTdjZ8DYyEebw0amMbzOdb0Q2Rw2REYjCI+EwZd4VFNV5Mfz8Pf5ERy0LqXa6XNi9MgoitNFTD0yhchoBKGhkOXk1d/nhyqTluPo1dY7ONMMDVfABaEsLCE3Ua8Db7lpCz738wt4x388itOfeC5cl2jPxIpIrOp7qENaDrVsDenTaTB2MmW2nr5R3UJTNPAlHvVCHXyJXza3iaIpeMIeeKNeeCPeDZnqMgySJ2i6OS+HlTKnTKxWtaEoCqyHkJaF0QwrDhg8QXCF3LSI8kwZYkXE0MHOfSHMC8USGGRnsRp0TV91t6Q0FPhiPstEtOaFHgYAikyH9SrKoJqtWnZhsULgbQV0TYdYE4lfxZxDqdNP0qQZOwO7yw5XwDVPViCB/uqtgFIBBg7C9Xv/jDG7a9HjLSJFc6PFqqSCy3OQOAm0jYbT52zeHF5Hz3fYFEXBGyELg9JQUE1XMfP4DFgPi8AAqeZ0ewGlaArRsSh8UR/RIsxVcaxshwEkh0qVVZIkfvj/b++9wyQ5y3Pvu6q6qjrnNHk2r8JqJa0CEmAZkJEPmGB8DAYbsI9tHIDPH/KxiUbm2CAR7E/HIJsDxxmwbKJtEFFGNkFIoKzNafJ0zqni+/3xTtV074Sd7uk0o/pdV2+Hqe6ure6uuut5n/e+J7reT+EMOFEr1NbtB/uNF+7Fx//jHADglZ/4Pr59520tf5eqUte9qy5HYamA5JkkfCM+hPdsLxC4n8h1GaVUCdmZ7LoVcY7nqJgJu+H0O/tehSKEQKkrNCF9JrPtE1tg1Z3YJtqogHGKZosC7xg+EUN06m9DCOnZcWVnfFsHTKPcQPpiGoHxwLYC33g7bbRar1ltM2WuKRpmfjyDsSNjGw7ddGvKIEC/eIvPLEJTV8qjhE5B7UWTrjFte+RQb3pk+oWmaqjla6gXqZjRNR12rx1OnxPemHfzHQwhwJd+F0g8DTjDwOs+C/CtZ+gsx9KZB5uUyVVJRaNMfTGys1k0Kg1wPNcqeFy9Ezy8nUd4TxihqRDK2TJyMzlkL2YRnAx2ZahQdIuYvG4S+YU85p6YQ2AigNDk5tEH7RLZG0HOluvKMPGlOP1O5Bfy6zqy+ppcyc+mKtB0Aq7p/9UoN/qak2YKm7hvW5XqfqGrOsrpMoqJIurFOgC0THEWnIJZnbF7tz95ox00RUOj3FiNYyjVOxpGAgAwgOgUIbpF8wRGdIvgbFzPnH47gRBi+qMZ/jmX3gasbKmBoms6lk8um8Fv28Hhc2DPTXuwfHIZ5XTZrIqAbD4slZ3JghO4rp+pbkTybJJm4TStUr1Y78mPp16qg2XZnk817wWEENTyNRQTRTTKDbhDbmoPMBFsb1jj4fuAZ/4FYDjaQOzvzIDRJtrgFt3m0IHh/mkInkwmA6kiwe61w+62wx12Q3RffoaaEeGw1X4uhmXgjXjhCXtQzVaRnc3SoMfJIHxx37bEFcMyCE4G4Q67kTiVQCVNA2u71dzKMEzXhkcvxe6xg+gEclVe97f8zB+/FM+/5z9Qaqh44JllvOLoqPk3RVK6YhWxFZorNsMsbAghqBfrKCaKKKdaY0Y4noMrSHtm3GF334QhITRXyhAxjVKj42iCS/GPrfQ7bZDRNajPychElOtyi4jZin+NlS01QKSKBE2hfibdOONV6grdIR+kZfXsXBaVdAVkg1NFqSohv5TvSnbVVigsFVBKlNYYMxm23N3eSRQWezdtu1dIVYnOmkuXYffY4Yv7MHLFSGefz/nvAt/+I3r7Z+8G9rywa+vJMDQpnLfzpsmgMVOkmq1i+dQydFWnw0orJfpLqyCE0BwotaGCYZi2zAoZhoE7TI0Aa4UacrM5ZGezCI4H4R/1b6tHSHAKmLhuAoXFAuafnId/zI/QVGioG10Zlua91Qq1dcWNx87jf7xgD+79zll84j/O4eVHRsCufB6bOSB3k50gbJSGgmKiiFKi1NprwgDuoBveuBfukLtvs3mMfrpagZ7oNEdtbBkGpov4xm+EgYWPmpWY+mrCtyFodF3v7P8MmAnhVrbUAHD4HNj7vL1d2WkSQpA8m4Tda4c3TsfPx64aoz/QDT7b9Pm0eeDpB7V8jX7Z2NYfGsMwXe+7UWUVtXwN8UPda4LuFZqioZwqo5gsgmEYeONeTB2b2l5fRn4G+MKvAUQHrv1l4Ka3dG19N4JhGNM5NbwnbHp8ZGezWDqxRJsrV5yJORuHRrkBTabDk0ZjabvfxeZZVvViHdnZLHJzOfjH/QiMBTrutWIYhg4Vh1xInk5i9rFZxA/H+9502w5Ov5POetog0fvXbt2Dv/7eRZxOlvGtE0n87NVxsz+h1+JmmIWNrumoZCooLhdN+wwDwSXAF/fBG/P2pS/IzJVayZSqF+pmW4Hda4eCTZp7V3KlDAdju8feMtSs1BXzdWuFWov5Xtcz69ZBUzQzS6pFyNQ3yZbybP5/3gyiU9HUi8/NEjdboFtng5V0BbV8DdM3TLfsODbqo6hmq6jla9hz056uvP9WGL1qFLqmY/7JeXACB6LRM31d01Ev1rtaZSkmivDGvEN9tq1ICnJzOaiSCtElYuTwSHcEnlwD/vlXgHoeGL0OePmft+1A3A0Eh4DgRBDBiSANG81WUE6XqQj32E3naIDuiBaeXsDU9VMdD5E6fA6MXzNO+4Lmsrjwowvwj/kRGA90vIMTHALGj46juFzEwlMLCIwHEJrqbi9Ot3AFXMjOZEF0su76+Zw83nzrND7x3XP47c88hvMfehn0lWnLvZyWPKzCRpVUZGYyKKfKLX2JrI2FN+qFL+7reujrpZi5Uk0hmVvtmeEdPBUxK2Jmo1yp5uV9Dh98Iz7aeNxQ0Cg3wNv5rot28/VLDeQX8psKmM3Y7u9MqSuWuNnJ6KqO1LkUAhOBLR0YiE6QOk+X5x39tTbXFA1yTcbeo3vNRjWloXT1YKHrOrIz2a6koPcCpa4gO5dFvVhHYDyA6L5o9/7/hAD//ntA4pmVBuLPAPzge46MGAJf3EfPlLMVLJ9ond1HdIK5J+cwfWx6W99Lu8eOsavGIFWp3cDFRy7CG/ciPB3uqJLDMAz8o344vA4snVhCNV/F6JWjQxcLILgEMCxDows2SAL/9RfswSe+S2dO/e0PLuIN18TB2tienQQUFgtInh0uYaPKKvLzeRSTRRCdmMLGFXSZw0692h7GbKbmkMz1vGeaMabpO/wOuAIu2tfmsW/roM0wjOk3sx2ITlZTvo18qZXEb6KTDSe5bPn1O82WAt1ul9u2nWKJmz6RmckAAMJTW2tKLiwVoKkaQpO9aW7cjOJyEZ6IxxxyMX5k3YIQWgEghHTVTbkbyDUZ2bksGqUGgpNBxA7Eul8BeOSTrQ3Evt7MFtgOLMdC1/Q1w5MAFeoXf3xxWxUcA9ElYuSKEch1GfmF/IbDs1t+PbeIqWNTSJ9PY+YnM4gfjMMT7UGoaYcwDANvzItKrrKhuAm4BOwJu3AxU8V3Tibx2oPhbYVcboZRpRsWYaM0FOTmcyguF83vnSfqgegS4Y17e7YdAJiVy1KyhFq+tvnCDHW3dvqpe7Hd0/tg4cuha7opWuTaSjjmSl/MZrP/Nsud2gqXm8pu5PwZ/X9GxhRv58EJXM++c5a46QPVfBWNcgOR/ZEtNVFqiobMTAbRfdG+O0QSnaC4XMTo1aOXX7gDdF3H0vEl1Av1gRhmbYRUlZCdzUKuyghOBhE/tL3csA25+D3gm++lt1/6p11tIO42hYWCOXzCMAxtetepOCU6wcxPZuCNe+Eb8cHhdWxrewkOYUsBlFvBMNp0BpxInE6gmq8iuj868IOPgcPnQPp8GuHp8Ibb7B9//Sbc9tGH8KMLOTyzUMCUvfu7aqWhIHEqgcBEAJG9kYEKG7kmIzeXQzFZNA/E3pgXwclgT0+A5JqMSnY1VwrAhqLT7rWblhsOX/dCMjvFyJWSqhKquaqZRdUuRmCx0Vu3JRiYAZiCg1YjLxUuvIMfaEyDJW56jCIpWD6xDFfQteWZJpmZDASHAG+8u1EKW6GSq4ATuJ7kxmiKhvmn5uk0c2yvnNkt5JqM3HwOjXIDoakQ3Fe4e7eTLy4An/9VgGjAkdcCz/ud3rxPl/DEPHBpLvACPcOyCTbYBBs4gQPLsdQsLVHC8gnq3O2L++CN96epcyt4Ih7YPXYsn1zG7GOzNA/JPfjhP1fQhcSpBKSytKEFwnjAiZ+7ZgT/+uQS/uHJJfzpT+/r6joQQpA4lQDv4BHZMzhhI1UkZOey5oGZYRj4Rn0ITgR7MhxvJt5nKqhk1+ZKATCjGUS3aFZmHL7ehGRuFVVWzVwpqSqhUVmZYr6yC91IkG0VG29bK24YmCnegkMA72xN9x50le9yDMdeaJei6zqWnl2CTbRtueQrVSUUlgqYuLY/U78vpbhUhH+k+yGFcl3G/JPzdMex8oPcig9Cr9AUDdnZLKq5KsJ7wr0vyasS8M9vBGoZIH4EeMX/3lYDsTFk1Mt1vtyQqOCg3k+h6RCNYFguIjOTgSvogm/EB1fANfCmXt7OY+LoBLJzWcw9PofIvgj8o70J4dwqLMfCHXajlCpt6u/0lp/ai399cgnfOZfFb187gkgX16GwWEC9WMfUsamBfEb1Uh252Rwq2QoA2nvhH/W37xG1BXRNpzEM2Qqq2eq6PR4Mw8AZcNKZqQGnGW+yHZQGdSF2h9xb7v0iOjGHlBqVhiloLteX0sm+lLfzZiwDA2pT0FyN4e3DH465GZa46SGpsykoDQVTx6a2VMIkhCA7m4Un4oHT15+p381U81XIdRmeWHd7FOqlOhaeXli3E3+jWSO9gugEheUC8vN5+EZ9mLphqj/eEd9+P7D0OGD30wZiYXuf78xPZmD32BE/HB+Y94VBcwSDKqsoJUtIn08jqSbhjXvhjXshOgfXW2XENzj9TiyfXEYtV0P8cHygw6KeqAfJM0lE9m1cNblq1IfrJv14Yq6AX/rScZzuUvO9XJORvpBGeE+4b8agwIrpXqGO7FzW7GlhbSwCYwEExju3BFgPTdFQTpdRyVRMe4tL4XgOrtCK9UHA1dUWAKMZX9d05Bfy2HPTng0/Z0VanbHUKDU6qmhvFARqDB8JLoFGMjjpbcEhDHxYrddY4qZHFJYKKC4XMXF0YsuqPTebQzVXxZ4b+zf120DXdCTPJOlslS6XX3PzufXPLBgaW9CvYYxqror0+TTsHjsmr5/syfvqmg6lQcMxCSFgwIA7/zWIj3wSACDd8RfQ2RhQouP7DMOYSeNb3bkbtuaqpGLu8TmMXzM+NENBNsGG4EQQgfEAGqUGistFJE8nqSfNRACuoGtgVROn34npG6aROJ3AzI9nEL8yDpe/P66/l+IKuMz8sc1OZF50KIon5gqQNIJcVUbQtf2ZM8snl2H32BGY6F/CuKZoyM3nzCBejucQGA/AP+bv6v5GrssoJUuol+qo5dY2BQtOgYqZsGvbfWIbkV/II3UuZd5X6gp1BvfYzSgG81JqtAyDdSJsBIcA0S1CrstmyrcRkrnTqy/bYTj2iLuMerGO5Fl6VrZV46VqrorMbAbjR8b74kR6Kbn5HHWy7cHMktErR1HL17D47KL5GNGpK2WvDJyakWsy0ufT0FRt21b9RqTBpTkpcl2GKlEXX6Osq6kauMo8It9+BwCgfPB/oMTfAMzT7CJC/wFrY1Ev1EF0ApvdRp9vF9Y06Bk7qXqRRlbomg6pImHmxzOYODrR17Pwy8EwDBw+Bxw+BzRFQ2GpgMTpBDiOHtS88cH4G3E8h9GrRlFYLCB9Lo1GtIHgRLDvgothqdtzOVXeVNy87UX78effPgMA+OJjC/jNn9q7rffNzecgVSVM3zjdt/+zMSNLkzXYPXZ4Y7QJvVufv67qKGdWcqUKdfNxjuegKRocPoeZK9XLGAbDvqOwWFjzt8TpBIhGp2RvxOW2B8uxZpaU6Fq93u0VmE6xxE2XUSUVi8cX4Yl4NnQhvRSloWD55DJCU6G+5cc0I9dk5OfzdPy9Bzs8hmFQXC4iOBlEYCxgDgsZ6da9QlNpX00lU0FkTwTuyPaahWcfm4Uqq7AJthbR4fA7INgF2ERb61mSKgF/8wZAKQPjN8Hzuo/Aw21cxdM1nQqnugK5IUNuyKjmq6aAMoIzNUVrMTTTFA2zj89i5IqRtuIR+gXHcwhNhRCYCKCcKiM/n0f6Yhr+UepQ3G8xbzgb2z12LB5fhFSW6PBenw8SnqgHyyeWEd0f3fB7ybIM3vPTe/Ghhy7gs4/M4tdfsMeMZGiXRrmBzEwGsQOxrlo7bIQqq0idTaGcLoO1sYgfipvO7Ntls1wpm2iDN+Y1g2v7Mfyoqzr1V8pV1/27VJEu+xrN/wfewa8KGLcIu8sOm9029E28wwRDhmHKSh8plUrw+XwoFovwers7G4noBPNPzkPXdExeP7m1PpsVUzSWYzF+zXjfv7yG54zD50B4envBoBtRSpWQn89j8rpJ8+Bv7Jx64Q9BCEExUURuNgffiA+B8UBX3kPX9PZe5+vvAh75K8ARAH7rex0HYgL0/6SrdMhr8dnFDb0p7D47Rg+PDvWOkBCCWqGG/HwetXwNnqjHFBv9xjgZ0TUdY1eP9eWgb0AIwfkfnsfIlSNwBTY+qVmey+FnPv0IKoqOv/21G/GiQ9G230vXdcw+Ngte5DF2ZKznjr6lZAmpcymaXRZxI7Y/1hURaww7XZorxbA0x8wX98EZcPblu2/EMCyfWm6ZubRVzCiGlTgG3sEDOvV+6rcFyE6hneO3VbnpIqlzKUg1acsNxACQvpCGKqk9q5pcjnKqDKWhYOzIWE9eX5VUpM+lMX50vKWqwTBMT/KyGpUGkqdpftfkdZNdrQq0JWzOPUiFDQC8+pPbEjYA3V4cz4FhmTXNgwzLmMNcUkXC7OOzLcNCDp9jS+nf/aI5a0qqSsgv5jH3xBwcXkff+3Jsog0T104gdTaF2cdmMXrlaN+qp0YQaTlV3lTcuO08fnbKjy+cy+HvfzjTkbipZqoAAaIHN64SdQOlriBxJoFavgZOoEOA260mbjTsBFDvGV/cR01He1yhMWIY6sW66V7cjrsu7+Dh9DtpFIPHQWcpPUf7YfqBJW66RHG5iMJSAePXjG/57K+cKiO/SCsag2gI1RQNqfMpjFwx0pMZN4QQJM8kERgP9NyJWNd0ZGYyqGQqiB2IDWR4z6SWA/71rfT2jb8JHPrZrr20VJHoGSJDvSkcAWr37vA5TO8Jwz6+XqyjXqwjv5in/Q4rZXqHj2bdDMNYvegSET8YR3g6jOJysaUvxxPz9MVbhGXpkIndY8fis4sITYf61ofjiXqw+Ozipk7YDMvg1XuD+OL5HB46ncbFTBV7wu19v/OLeTgDTgj23lSmCCG0j+lCGkQn8I34ENkb2Zbg0DUdpUQJqfOp1mEnwUbNI+O+3vbQEAK5KqNWpOGYW4lh2AxjVphFf7DETReoZqnHR3hveMsHVbkmY/n0MqL7ogNLMc5czJhn0L2glCxBU7Sez8qoZCtInUvBE/Fg+obpwR+0H/ifQHkZCO0HfuZ/dfWlRZeIsSNjm+bWMAxjzpjwjfgA0P4HQ+ykL6QhVSV6sHMIcIfddObIAM8ibYKtpS8nN59DYbkAd9i9reTwdvCP+iG4BCwdX+pbH47R7LrZrEGGYzDisMHv4JGvKXjRxx7CzD0v3/J7NMoN1It1xA/Fu7XaLUhVCYnTCTRKNOAxdii2rX2KrurIL+WRn89D13QQkL4NO+m6juISTR6vF+tbFjNGs6+Ry7cezcNoFr3HEjfbpJKtYOnZJXjjXgQnglt6jq7pWHx2Ee6QG/4xf29XcAPqpTpKqVLPEscblQbKqTLih3sUYwA65JU6l4IiKRi7amw4Zgs98wXg2S/S3KjXfGrbfjaXwtpYuEPutp9nE2zwRDzmEIGR8l7JVLB8kvpxuIIrnh9B18A8YFiWOh17oh5Us1VkZ7PIz+cRGO++F8p6OH1OTB2bwtKzS5h7fA6jV4/2tA+HYRiMHB7ZdBmWYyE4BdwwHcS3TyQBAA1Fg32L2yK/kIcr5Op6lYPoBNm5LLKzWYAAgYkAwtPhjgWhpmjIL+SRX8ybnljusBueiKen30lN1VDL1ajJX64K1sZuGCTJMIwZw+DwO+Dwro1h0FUd9XIdjWID9VId9RKd3eiN9d9x/rmMJW62gSlsRry0rLyFg7gxVAMA8YO9O/Bvug46XYfI3khPhsPkmozFZ2ipvRdlY0IICksF5OZyCE2G4Bv1DUc/STULfP0P6e2f+gNg7Nhg12cTWI6FK+iCK+hClERpPk22ivxiHsunluHwOqjQWTko9nv7siwLT8QDd9i9KnIW8vCPURfbXoocXuQxcd0EUmf634ezHoJDQC1fwydeexSH/vhbAIAHnlnGa66/fOCqKqkopUoYv6b74ayaoiE/n4foFOmw3iZuy5thJIDnl/JmCKMn6kFoKtSz4WwjU6qaraJWrLU0AzenZDenfTv9WwvIZG1sTyviFlvDEjcdUslUsHR8Cb4RH6IHtt6kV1wqopwu06bjAXXE5xZysAk2c8iimygNBQtPLyCyNwJ3uP0Kw+WQKhISZxLgRR5T108NxBNoQ771PqCWBaJXAj/1Pwe9NluGYRjY3XbY3XaEpkJQZRXVLLWrz8xmYONtptBx+p19Hb5iGDoc4Qq5UM1VkZ3JIr+YR2A0gMBEoGe9aizLInYoBtEjYuGZBcQOxOAbGYyI5ngaBaBJCv7gjkP46DdP458enduSuCksFSA4hZ407xvN2KJL7Og7sSYBnAF8Iz4EJ4Ndr5YRnc7QM2IYNqrM2D20KuMOuWllxjPY4VqLzhmiI8POoZKpYPH4Ivwj/vaEzXIRybNJjF091vMG241omZbd5R21KqtYeHoBgYlA10uwuqYjO5NFOVNGdH+0o6GZnnLhIeCpzwFgaG7UJn42w44hfH0jPui6jnqhjkq2guSZJDRFgzPopBEhfmffGuGNiAdX0IVavobMTAb5xdVKTi/Wg2EYBMYCEJ0i9cOpSpt60vQSwSlArsr4xWPj+PNvn8GPZ/I4myzjwCZRKbquo7BUQHjPxunj26WT6fuXJoAzLGN+jlt1c98KzSK9lq+1eEMZMByduWd8t4bqZMliW1ifZJuYwmbU39aOrpigM0Hih+I9qWhshXqxjuTpJMaOjHV9uEhTNSw8vQBvzIvAWHcbiKvZqnkGOhQNw5eiSsBXqQsxbvwNYOKmwa5PF2HZ1eErsp+Y5fxSkqaBOwNOeKNeuMPuvvTpMAwDV9AFZ8CJWqGG7EwWF350oWehiwDgDDgxed0kFp5egCqpdHZhn7+DglOAXJMRHfXjJYej+NaJJP7p0Xm8/xVXbviccqoMEAxNr4dUlZCdbUoA55iuV+CM1O9SsoTCUmHdZXgHb4qZflciLfqHJW7aoJwpY+n4UmfC5lQCsYOxngwFbQWlTs3fogeiXS9R65qOxWcW4fQ7EZzcWlP1VtAUjXoHVSXEDsYGNqvssjz6KSB3AXDHgJe8f9Br0zMYhqGuqStVR7kmo5QqITefQ/JMEq6gC56oB+6Qu+dDrs1eObV8DZnZDC786AKCU0H4R/xdFzmiS8TU9VNYeGYB80/NY+zqsb7aNwhOwQybfP3Nk/jWiSS+9MQC/vBnD23YWGx32xE7GBv4yQAhBKVECeV02WzYDYwHujoLzjT3S5ag1JXWyQUMbRQ3QjJ7OX3coj0IIT2rKloOxVuknC5j6cQSAqMBRPZvnOS75v2SJSyfXEbsYAz+UX+Ha709NFXD3ONz8EQ8CO/prgsx0QkWjy/CxtsQO7S1purLviYhKKfLSJ9Pm2fkQ3t2Vc0Cf3EdIBWBV90HXPcrXXnZRrmB7EwWsYPdcXbtJYQQSFUJ5VQZ5VQZqqzCHXLDE6WzXPp1cK3mq8jN5lAv1RGcCCI4Eey6yNJVHYvHF6E0lLY8rbZLNVdF8kwSe5+3F5pOsO89DwAAjo778K9ve0Ff1qET5JqMxJkE6oU6eAcP/4gf/lF/Vz4XI/m7lCyhXmw193P4HeBFWqFxBp198UuyaIUQAlVWoTZUGisj0bDf5tuiW8T4ka03u1sOxV3GFDZjAUT2tSFsUlTYRA9EByZsiE6wdHwJoltEaDrU3dcmBInTCTAM0zVho0qq2dsxfs34wHqTtsx/fpgKm/gR4Ojru/aylWyF9gr8uIaxq8d60hDaLZobksN7wmiUqQ1A6lwKmqrBE/aY03l7KVJdATrMUMlUkLmQQWGpgNB0CP4Rf9fel7WxGD8yjsSZBOYen8PYkbG+VBQFpwCloUDXdHBNYvGphWLP37sTiE6Qm88hO5MFAUFwMojQVGjbQpfoBNVcFaVkCZVMpSVFW3AI8Ma98Ma8Xe3dsdicSrYCuSavES4bRcQ008sKryVuLoNckzsSNuV0mQqb/dFt9aAQQqA0lI7OEAkhSJ5Nmrk53Sz/EUKQOpeCKqtdyaohhKC4XER2NovgZBD+Uf9gpskTAk3R1v2hKpICEFoCZxgGtkYCkz/+azAAliffDumxeYChB3vzGjDPGm12G2yiDbzI02s7D5tgW/fA2yg1ANBKwcJTCwhNhRCc6n96dbswzMrUWa8DkX0R1It1lFNlmopMCIIT9CDXy/f3ROjQWDFRpI3HC3mE94ThiXi6sv0YlkH8UBzZmSzmn5zH6FWjPW9wN0JZ5boMu9uOv37zDfj1v/8JAGAhX8N4YHjEb71YR+JMAnJVht1jR/xQfFseVIQQSGUJxSQNyWw21uNsHDwxDw3K9NiH/vfRL4hOUC/Voaka3EH3tsS9sU80AnzVhmreVhqK6YjeCVsRQJ1iiZvLIDgFTFwzAYffseUfTnY2i8zFDCL7Ituy2yY6wfKpZSh1BZPXtz+7Kb9Agwm3GuK55fUiBJmZDBrlBiaOTmw7ukGuyUieSYJhGUxeN9nzsy4jI0aqSJCq0qqIaajQVA0cz5kCxBAjDq+DihNDjBCA+fonwBAV+uQLEH7xa+hZJEHrNeisFU3WzPeRKhLdQUgKNJm+n020wWZfFT71Ur1lfbNzWVQLVYxdNTYwg712MfLDnH4novujqBVrLTb6PX1vloF/1A9vzIvcfA6J0wnk5/OI7I3A2QUhwDAMwnvCsNltWHp2qefVWcN1Wq5RcfOSK2K4dV8IPzyfxZceX8T/85IDPXvvraKrOtIX0ygsFsBwDKL7o/CPdX6SYpzw5BfyLa6/DMPAFXLBF/f1vBq4E5HrMpZPLpsnSO6IG2NXbZwdSAiBJmstgsXYH5oCZpPf7XaEq67q0FW9JxUcS9xsga3sDIlOUM1TH45GuQF32L1lx+KNXm/pxBKkqoSJoxNt7yAqmQqys9mu51YRnSB5LglN1jB+ZHxboonoxHQkDe8Jwxvz9uTMi+gEjQq1oK8X6qiX6+BFHs6AkwoXn8MUMayN3do6lJaBpz4LAGBf9E6wHQqy5nFpo0qk1BTTobX5/1Av1HHuh+cQnAwiMNY7j5dewLDMQEzNWI5FeDoM/6gf2dks5p+ehyvgQmRvpCuO1v4RP2yCDUvHl6BKKkLToZ5VDwxxY/AL14+viJsFvP3F+wdatahkKkieTUKVVLhCLsQOxDo+SSE6oY3qczlwPGf+n/sZkrkTMdPYz6Zapr1X0hUoDcX8PDRFg1JXINdlKHUqZIrLnQ9vbldcKpIC0db99oOds3ccQgxjqFKKzgQw3DU5nsPY1Z2nbOuajqXjS1AaCiavbT/ZulFuYPnkMkavHu1qz4qu6lg6sQRCCMauGtuW2pYqNI+Gd/CYOjbV1QO1rulolBo08K5Yh1SRILpEOHwO+Mf9GPF2YSrvY38HaBIwcTMw/cKOX4ZhGPAiT0UWaO9GvVhHMVlce7bEACC0Imfs+O1uO0S3CNEtwu62g3fwVml+HWyCDbEDMQTGA8hcyGDmJzPwxr0IT4e3XSl0h9zmVHGiE4T39sZXxu61t5T/f/bqOP7oX5/FTLaGx2bzuGG6ezMV2yE3n0P6fJqmgF85CnfE3dH/X9d0FBNF5OfzZg6TK+hCcDLY85DMnY6makieSZrT7C9l+eQyiE4g1+U1J07bFfnb/a6rktqT3kpL3HSArupInU+hnCqvawy1nenQRu6UJmuYuHai7YN+o9wwh8S6eaasSioWnlkwp5duV62rsorQVKhrnj9KQ0EpVYJUllAr1MwE7PB0mI7Fd7N0ranA4/9Ab9/0FqDLB7JGpQGi07BAohPwDt7sIzH+L0QnkGoSHVqrSCguFZGsJEF0Qqdrr4gdwS1AdInWbJEVBIeA0atGUS/VkbmQwYVHLtAU8LHtzayye+ymwFEkBSOHR7o+XGJ325GbzZk2FC7Rhv929Qi++PgCvvj4wsDEjTfqhdJQEJ4Od1RR0VQNhaUC8vN5s5/GHXYjNBnqONLhuUQ5XUbiVGLdY5HBpbPJmtlu38vlhpoZhlkz7N7ce9gr0WqJmw7QFA2lZGnDD9UIJ2wXXV0RNioVNu3uKGqFGhafXURoKtTV8X+pKmHxmUX44r6uNbV2I6tHlVVU0hWUUiWokgpP1IPAZAAjV470tnpx9ltAeQlwhoArXtH1l+d4Dq6Qi84wCqzvmsqwqzOUDAghUCXVFDzVfNUMAxTdtHLl8NFm3+f6bBKH14Hxo+Oo5qpInUuhuFREdF+046oDsNKfd+0E5p+ax9KJJYxeOdpVgePwOqBrOuSabJ7p/sKxMXzx8QX806PzuOsVV205TLOb2ERaFWsXVVaRX8ijsFigB2YGZgDx0M+S7DPGb1uuyZBrMqr5KurF+poqTCdsNfnchKH5a7ydb+lDNCdJiK0ihuO5gVSTLXHTAbyDx/g141h4agGX2gSJLrGjA4emalh8ehEEBBNH2xc2lWwFSyeWaAZOvHtGgbVCDUvHlxDZF+nq63aKruqmQ65UkeAOuxHZG4Hd28eZEk98hl5f+wagB2PF3qgX3mj7rrIMw4C3052OUREzZtvVi3XUi3VkZ7OQqzJsos0UO06fE4Kr/+GYg8aIdHAGnMjPrwSGLjsQ3R/t+ODK23lMXjuJ+SfnsXR8CSNXjWy74d5cX5aBw+dALV8z1+95e1Znnr3wI9/Fj997e1feq5dcminVq/iFnYgxdGSIGKkqmbd72YxvE22rFRwG5n6kWcQYj9lE247YV1jipkM4GweWZ6HJq6qXYRh4Nsl62QhNodEFDMtg4shE2+XxUrKExJkERq8Y7Wq0QylZQupcCiNXjgw04db0tkiVUMvX4Aq6EBgLwBkYgHW6XAPOP0hvX/O6/r53BzAMA8EhQHAIpjjVFA31Ut2cpp0+n15NP14RPFtJP94tsCyL0FQI3pgXqXMpzPxkBsHxFV+WDoaqbKINE9dNUIHz7BJGrxrt2rZ0+mnshDELk236/qfLUlfeo1dIVQm5uRxKqRJAaLN3cCoI/5h/RzXHdxNd0yFVJUhlCbmFXMdTqrcCwzDgHTx4Bw/BIYC3r1w7eMgNGRzHrVZidoB4uRzPzW/UNilnqIeN0+dEYCKAxWcWQXQCQkjbQ1KaomH+qXlwNg5jR8ba3gnmF/LIXMxg/Mh414zeCKEGXIXFAiaOTnRlVkknKA0F+YU8GpUGOBsHb9SL+KH4YA+6M98D1AbgHQdiVw9uPbYBx3Nwh9ymNwvRCRrlhlndyS/kqT9GyA3eTmeVOX3OgaXY9wvezmPs6jFUs1UkzyVRSpUQ2RfpyB/HJtDE7IWnFrD47CLGrm7/t70ezoATuflci2391/6fF+Dlf/F9AEChJsM/ZI23hNBZkcWlIuS6DI7nEJgIwD/qf870grUMGVdXe+XkOp0JxtrYrgwxbcbeW/ZuKCJ3Y7O2JW7agBCC3FwOmYsZBCYCiOylpn4T19KzNEMJbxVVUjH/9Dx4kW/77I4QguxMFoWlAiaunegonXfd112Z6t0oNTB1/dRArP/rpTry83nUi3X4Rn0YuWIEvDgk5eoz36TXB+/oeiPxoDCGOxw+OlvLMOWqFWuoZqtYPrEMXdfh8Dio0Ak44fA6dq2/iCvkwnRgGvn5PBKnErQf50D7Q1WGwJl/ah4Lzyxg/OrxbQtEu9sOEDrb0PjNXzXqw+G4B6cSZXz92QRef9Pktt6jmzTKDSROJ8wh5MB4AN64d1dXBc1qTLOQqUqbihdd1cHx3GX7X3g7D8FJqy0MR2daOv1Os/+wmq9uWP3Zzdt8PSxxs0V0TUfidAKVdAXxw/GW/hOH14HpG6bbGhOtl+pYOr4EV9CF6IFoW+PyhjtwJVPB5HWTXVPdqqxSJ1mdYPLayb6eqRNCUMlU6IwJVUNwIoj44QFXadZj/lF6vfenB7oavcQwjBOcAvwjfpq0XG6glq+hlq8hN5ejYYR+pyl2RJe4K0rZBt0aquJ4DhNHJ7Dw9AIWnl7A2DVj26pWmH03hVrLCc0rrx3FqW+cxr8/tTQU4kZXddMdmrWxiB+KwxvvjY/VoDGy1Wr5mlmd6gSbYIOmaGDY1d+fcRGdIngHv+H+UHSJcAVc1KC0KqOcKaOSqUCq0KHK4GSw7/tSw9lYkzXq5SWp9LrptuAQMHLFSE/e3xI3W0Bp0ERtVVYxce2EeYbbTDsCo7BcQOpMCv4xP63+tHEGbLgWSxWpq26+jXIDS8eX4Il6EJ4O9+2sXFdXvC0W8uAdPELTIdpLM4w7QaUBpE/S26PXDXZd+khzpEJoKgRd01Ev1VHL18yeHY7nWsROvwIle405VJWrInk2iVKyhOiBaFvDzxzPYfzoOBafXsTCUwsYv2Z8WyZ0zoATtXytxST0FdeM4iPfOI2HL2SRKjUQHeAU6kq2guSZpDmDMbo/umt6aozhpUa5gXqpjkapgUaZWjfYvfYtCxubYDP9qQzrBkKI2ffS6f6PYRjzdcPTYaiyar5fryglSzSWQWoVLpqsrZlwcym9HIobim/cfffdh49+9KNIJBI4evQoPv7xj+Omm25ad9lPf/rT+Id/+Ac8++yzAIBjx47hQx/60IbLbxdFUjD7+Cxsgg1T109tS0wYQz6lRAnxw3F4Y+3NiDHM/TSlMw+cdddpxeI8fSGN6L4ofCP9mRGlNBTkF/MoJUpwh90YOzI2/NM/i/OArgKCB/BtPcl2t8FyLFwBl9lkrikaagVa1cnP55E8k4Qr5IKNt8EVcsEZ2PmpzK6gC9M3TiM3Rw3rSqkSYgdiW/4NcjaOzrB8llZwJq+b7PgEwul30kDKlZlGADARdOL6ST8enyvgq08v43+8YE9Hr70dVElF6lwK5XQZvJ3OKO2G5cMg0VQNjXLDFDH1Ur1lEkkzhvFgMwzDQHAJLSJGdIl9E3vbfR9d181svUuz9oz7LMd2ni0l7+JsqX/+53/GnXfeiU9+8pO4+eabce+99+KOO+7A6dOnEY1G1yz/0EMP4fWvfz1uvfVW2O12fPjDH8ZLX/pSHD9+HGNjnbsCb4RNsCE8Fd72OLEqqVg8vghVUjF53WTbPTJKXUH6QhpEp1PFuzFkpKs6EmcSNCPq2okWz5Re0ag0UFgqoJqpwjfqw/SN0zvnrI6snGVw/K7pt+kGHM/BE/GY1QyloaBWqKGSrlBnVELg8DngCrrgDrp37LRzlqVRDt6oF4nTCcz8eAaxAzF4olur4hiJ4rV8bVuVUdEtAgz9LTUnkr/y6Cgenyvgb35wsa/ihhCC4hI9QdJ1vWsJ4INArsmoFWpmVaY57mIzeDsPu9cOXdMhOkWzeiI4hKHvTTP669YTMVvxwLG5O99/66oOXdN78l1hyOXqRj3m5ptvxo033ohPfOITAKhSnJiYwNvf/na8613vuuzzNU1DIBDAJz7xCbzpTW+67PKlUgk+nw/FYhFeb/teIp1QL9axeHwRolPEyJUjbR/Mq9kqlk4uwR1yI3Yw1pUvglSVsHR8CYJLQPxQvOdn1lJVQnYmi3qxjtA07WXYcTu/9GngvpsARxB458VBr82OQNd11At1VHNVVLNVyHXqseMKuuAKueDyu3bkLCxjBlDmYgbukBvRA/0dell8dhF2j70lYT1VbuCmD1Kbgj/7xaP4hWO9ry7qqm5Wo+1eO+IHt5cA3m+MHhWj8qgTHbVcbdPnsDYWDi+1S7B77XB4HUOfdaVr+mqit6S0hGRyNg7VXLXj17Z77WZIZyfsuXnPloex2zl+D/SUWZZlPPbYY3j3u99tPsayLG6//XY8/PDDW3qNWq0GRVEQDK5vPS5JEiRp1f+hVCptb6XbpLBUQOpsCv5xPyJ72uyvIQTZ2Sxyc9Ry3Tfi68oZbylZQvJskgYKbiO1dyvIdRnZmSyq+erwNglb9AyWZamQCbqA/fT7YAid5RPLAAEcfoe5jODcGVUdhmEQnAjCHXJj+dQyreIcjHXsTt4u7rAbxeVii7iJNlWDf//zT/Vc3KiyisVnFqEpGiL7IwiMBYb+szNnAuZrVNAUai3ViUuFmdHDYogYu2c489t0VV8jWppTvTerwAw6W0qTNWBtG+u2Gai4yWQy0DQNsVirdXcsFsOpU6e29BrvfOc7MTo6ittvX9+Z8+6778YHPvCBba9rO+iajlqxhsWnFwEGGDk80nZ/jaZoWD65TFPBr51oKT9vZ71S51Ko5qoYv2a8K6+5EUpDQXY2i0qmgsB4ALEDsR15hm7RXQSHAGFMQGAsQBuTC3VUchUUFgtIn0+Dt/PwRD1w+pxwBBxdc/ftFYJTwOR1k8gv5LF8chnlVLkvVRxX0IXkadq022zX8NOHInjodLqn7w3Q4ZuFpxcAAOPXjA+1T4rSaBIz+dqGfR420Wb2xBhVGdEtDt130KjCGKnecl2mOYcdNue2Hb9wCVsZ/LEJK1EMAmfetgn0YmVLrcM999yD+++/Hw899BDs9vX7Rd797nfjzjvvNO+XSiVMTEx0bR0IIZBrMhol2mxWL9RbOuZjh2JtC5tGuYHFZxchOAVM3zDdlZKnXJexdHwJNsHWtddcD1VSkZ3Lopwqwz/qx56b9+z4ZlKL3sByLB2aCrmAA/SAaWRh5eZy9O9BF9xhN1wh19B+jwZRxbEJNjj8DpQzZQTGAubjH/3vR3Hzh74DnQAL+RrGA90x9mymXqpj8ZlF2EQbxo+MD8QLazNUWW0RM+s1+gK0V8wZcJqz/Hh79yoyck1GfjEPh8/RUZSKruot4qX5ej1xJjgFyGpnU9A3apBeDzNDqik7iuVY2Pgm8dIkXJ6z2VLhcBgcxyGZTLY8nkwmEY/HN33uxz72Mdxzzz34zne+g2uuuWbD5URRhCj2Zgy4Xqpj/sn5lgTnZvyjfvjj/i2/njFzKXUuheBEEKHpUFe+FOVMGclTSQQmAghOdif48lJUWUVuPodSogTfiA97btozlOPQhveCKqvQJG2N74Iqq+BsHBqVpjHklY+Vr8xhCnQGxcUfnLvkhVeWcfLQZA0cz4G1seB4DpyNW/e++ZiNG/qmw34gOAUEnUEEJ4JQZRXVXBWVTIV6LxECp98Jd9htOicPG2YVZz6P5RPLKEfKiB2I9ex34Il4UE61ipuIR8SN00E8cjGHbzybwG+8cG9X37OSoRl2Tr8To1eODmU1tpavYfnk8prHWRtLhcyKmOnVEGgpWTL9wgqLBdg99k17SowKZilVMkVMu9WUTof6GZbm0SmSAhCY2VGXChjjPmtjh25IbiMGKm4EQcCxY8fw4IMP4tWvfjUA2oD44IMP4m1ve9uGz/vIRz6CD37wg/jmN7+JG264oU9ruxbeTk2VNF1b18CveTz8cuiajuTZJCqZCkavGjWt8beDrupInU9BaSgYvWoUzh6cxWmKRpN9lwrwxrwDn/1k+lCszHRQJGXVRGrFe4G1sS2lUU7gILgEOANOep/fQGwUGOBhgNXrmL5uFODW7rB0TYematBVnRpYKRq9r+jm2Lem0seNZQC6c+Id9IDNi61BdcYOZ1BnQIPAJtjgi/vgi/voMG++hnKmjOxMFqmzKdg9dlPoDNPsK4ZhEJwMwhVyIXEqgQuPXMDoVaM9yWZzh91Ink1CldWW39x/uzqORy7m8PUui5vCUgHJM0l4417ED8aHVpAbMTQMx8DpWxUzoru3RpO6riN9Lo3CUqHl8UapAcEhQFM1yNWVQMyaZN5WGgrsHjsa5c6bcjf6f7Ecu7oPuWSfwttXxYqu6mA4puvbp1czobbCwOuJd955J9785jfjhhtuwE033YR7770X1WoVv/ZrvwYAeNOb3oSxsTHcfffdAIAPf/jDeP/734/Pfe5zmJ6eRiKRAAC43W643d0LjdwKNsGG8WvGMfvYbOsfGJrsvNVyrVyXsfTsEsAA08emzYPcdqgVakicSkBwChg5PNL10rGu6cgv5FEr1CA4BEwd254HkMHC0wtgORbusBtOv/Oy662rOhqVVUOteqkOBow5Xm732M0SKSdysPG2znfKsb2AIwimnoMtdxIYP9bZ6zRBCKGCaEUINTcD1vI1OiWzoULXdPMsyxA7LTstkQcncEPXH9ANjO+DO+wGIQT1Yh2VTAXF5SIyFzNmCro77IbD5xgKoSO6RExeP4nCYgGLTy/S6dFdqsQa2ASa7F7JVOAf9ZuP/+zVI/jjfz+Bx2bzSJYaiG3T0I8QgszFDHJzOYSmQl3/f3Qbm2jD1LEp6prdJwFmDPsbjsDNpC+kkTqf2nT4p12/F47nVgMwV5yL7V57y/6At/Nbrhp2uwJXzVeRuZBBo9yATbRh5PBIT06uN2Pg4uZ1r3sd0uk03v/+9yORSODaa6/FN77xDbPJeG5urmWH/Vd/9VeQZRn//b//95bXueuuu/DHf/zH/Vx16JqO4nJx7R/I1qs25XQZiVMJ08lzuypX13VkL9LMqcjeCHyj3ZlhZUAIQSlZQuZiBna3HdH97WfubIbSUGjvRa5Ck4NtK4ZxIRfsXjuIRkwR0yg1oDQUczaDN+ZFdH+0d0MWDANM3Ayc+Tpw8aGuiBuGYegwlY0DHFi3yZsQQmdDNBRT7CgNBY1yA5VMxawIOXwOqJLaat3uoNecsDuqPgzDmEMLkX0RyFUZlUwF5UyZenU0VOq5E/UMXOgwDIPAeAB2jx1LJ5ZQL9Y7soLYDE/Eg3K63CJu4j67aej3zeMJvOmW6Y5fn+gEidMJlJIlxA7GWt5nmOlW1t7l0HUdhcUCMhczG8bvqNLlhct6y3ACZ4qXS6+Htf9MlVVqcplcnZWsSioWnlnA/ufv72sVZ+A+N/2mWz439WIdy6eWQTSC+KE4nfGxVAAInckwfs3m0zBVWUXqbAqVbAWxg7GWrKpOaVQaSJxMgOEYjBwe6XoXei1fQ+p8CgAQ3RftiRJPnkmuKes2YxNtcPppcKPda+/r2RkA4Cd/C3z1/wXiR4Df+t7QmPnpmg65Jq+91GUQnYDl2DV5NUYA326p9ih1BeVMGeVUmZ4xCjZT6Ni99oEKHXP2Y0XCyJUj5tDJdlElFRd+dAH7bt3Xcpb+qf86jw89QGecztzz8o5fPzuXRTVLbRzc4f5WxocNoq9MHqk0IFUkVHPVLZv8XYqRHyW6RPO3aMx8a67G7BSane43mrUVnAyCt/O0PWAlc8om2BA9sNasdyN2jM/NTkTXdWRnqPeMJ+oxGwadAadp0325qo3RJMnbeUzfML1tEUIIQW4+h+xMFqGpEIITwa4e8KWqhPSFNKSKhPCeMLyx3gXgiR7qvopLJDfDMAjtDSE0sfU+pp5wxSuBr78TSDxDQzQnbx7s+qzAciydvnrJGavRg9QseGr5GgqLBbMUbrircjxHLeJXLsPYLLoZvINHcII2JMt1GeU0FTr5xTxsYpPQ8fRf6HA8h7EjY8jN5bDw1ALCe8IITGzfF8Ym2mD32lHJVFqiU16wPwKAipsfnsvg1v3htl+7VqghczFDYxR60DM0zOgqTfY2hEyj3IBclbc07Xk9jO+d6BQhuATYxM7zo4YJXaMmjtVM9bJN0Lm53JrHeplBZ4mbNmiUG1g+tQxN0jB65WiL7TrDMjRgL1tdN1gToGdvqXMplFNlhKa7I0LkuozEqQQ0Reso1mEzVFlFdiaLUqqE4ESQzo7owdmEpmp0aCFdRi1fWyNsOJ7m8vSr1LwprhBwzWuBJ/4RePjjQyNuNoJhVvt0Ls350VQNSm1limlDob0s6UqL6GnOwxFcwo6wkwfoTjM0GUJoMgS51iR0FvLUS2dF6PS6ybQZhmEQmgrB4XWYw1Txw/Ftz6Yyhqaaxc2Vo6tntd86kWxb3KiyiuUTywhNhp4TwoboBI1KA7n5HKSK1HFW0kZ4o94dU/kyhsGbJ2E0zyptlBpQZXXDYbh2UJVdnC21EyA6rYxkZjJwB92IHV0/MM8m2DYMnqzmqkicSoATONrstk1XSLMMeD4N34gP4T3hrgkPo1k4N5+DN+rFnpv2dH0GlKZqqGarKKfKqBVqcAac8Ea9GDk8ggs/umA20IouEWNHxoYrf+p5vws88Rng5L/T6s1Eb0Jbew1n48B5OdgvaTjVFA1SVYJUkSBVJVTzVeQWciAaaSmnm2GALnGoe3oEp0AbYadCkKqSKXRy8znwDip0vDFv34JbnQEnpm+YxtKJJcw+NovRq0a3JdzdYTfS59PQFK1FKP3K8ybxmR/NYalQb+v1CCFInEqAd/IITQ+4UtojNEWjvmRFejGSvXkHv6GwaU7cFt0i7G67WeHUVR21Qo26b+eqa7x1dK136dedoms0FLNWrKGSqbSImEtPMHu2DqreEgDbTYboiDGcaIqG5Nkkqtkq4ofibQ/JGNOxi4kiPZOcCm37g1QkBckzSUgVCWNXj3Wt96W5WVh0i5i8brKrO3xd1VHJrlZonH4nPFEP4le0ZluJHhH1Qh3emBexA7HhqxTErgSu/WXgyc8AX/t94DceBGzD69DaLhzPmU27BoQQ2uxdlU3RU1wumj0HglOATbCZM9REtziUUQqGGAtPh6nQSZVRyVaQn89DdIvwxr3wRr0992iyiTZMHJ1AZiaDuSfmEN0X7bj5n7fziO6Prhky+aUbqbj53tkMGooG+xb/T/n5PBrlBqZvmB66z68TjMgFQ8jUS/UNe2U4GwcFClgbS8VLk5ARnBtXLVlb64w+pa6gkq2gXqiDE7i+Vm0IIatCpTnJW14NxlRl1eyNcfgcqBfbE8DdRFO0nhhBWg3Fl8GYBukb9UGwt3cAM6ZjMyyDkStGtj2sYlRrCksFiG4R0f3RrnbN10t1JM8kEdkX6VopWtdpEF0xUUQtX4PD74An4oE77N5w3SvZCjRF60qTdc8oJ4C/fB5QzwM/9QfAi9836DUaCLq20ptQpr0JxoUQejZmd9shekTzWnT2uQF8CxBCIFUkFBNFlJIlEI3AHXbDG/fCFXD1fH0rmQqWTy3DFXQhfqh72WuEENx6z39gudjA3/zqDXjx4dhln1Mv1jH35BzGj4yvGcbcKeiajka5YQqZRrEBTV2/H4RhGTM3yuFzUIfdFbfdnSLsiE6wdGKpxYi0ncrLdj12tsvUDVOwu7d2bGzn+G2Jmx6gazoyFzLIL+URHKf+FtvdYUlVCckzSch1GbEDvbN2J4R05UetSioKywUUlgpweBxwR6jh2jC6FnfM8S8Dn/9VgGGBX/4CsP8ll30KIQS5uRxcQddw9BD1AKITSDUJUnmlIXPlmuikpbRvVHhElzg0M0N0XUc1W0UxUUQ1WwUncPDGvPDFfD1Nu1bqCpLnkiAa6ep08T/6yrP4xx/N4vU3TeLu1xzZdFlN0TDzkxl4Y15E9ka68v79gugE9VIdlSydtUq09Q9rhjeQw+eAw+ugPVdDJrY74cz3zmz4f74cgkNoiQzqGQzg9DmpO7tAHdptvA3uiHvL33dL3GxCr8VNJVtB5mIGuqZj5PDIhs3FW4Xo9GCYncuaO51hFgiNUgP5xTwqmQrcETcCY4FdexAHAPzrW2n/jegDfuPbQOTQpovrmo6z3zsLAPDG6ec5VP1EPcLIYDNmnhjXuqZj5Ir2g2X7gSqrKCVLKCVKkKoSRLcIX9wHb6w3w1a6riNxMgGpImH8mvGumHn+55k03vw3jyLqEfGjd78E7CYH8sxMBrV8DRNHJ3bEAV+RFFSztMellq+ZfS2iS4RUpWZ6ols0hYzD5xjK2I5ucPGRix0LFI7nLjvTieVYM/QSoL9nlmNhE2208lmWWoa61kNwCthz056O1tHAmgo+AJSGgtS5FCqZCp2OPRnc9tlovVQ3M0rGrxnvmjdGtyE6QTlDZ6KoDRX+MRqY+Vw4aOPlfw5kzgHzPwL+/pXArz0AhPZtuHjzj7+ULK3OnBvv7vT9YYNhGLPfxRAyRh/PsIp1m2Azp5Y3yg2UEiVkZ7NInU/BHXLDF/fBFezesBXLshi5cgTp82nMPjGL8SPbnyH4vL1BuEUbUmUJzywWcXTCv+5yqqwiN5fD1A1TQ/s9NKozhqAxBIyB4BTgCrogukTY7DY4PI4dZ2fQKTbRtiVxwzBMS16UEUNTK9RWndyN5O6m21s5lhFCUCvUUFwuopKurOkB6/dsMatys02ITpBfyCMzk4HgEBA7GNt2tUZXdaQvplFcKiIwEUBoavvDWr1AlVXaA7RYgM1uQ2AsAE/EM7Q7x+1iTJHUtdUL0QhINQPHl38RbPYUdPcI5F/4PEhoPxgwALOS+7JyLTdkLD692PrCDD2Qxg7E4Aq5dsxY/3MRohNUchWUEiVUMhWacRVxwz/i76pIM3yrRq/efi7Vr//dj/HgqRReeCCMf/z19a0LMjMZc4LCMKFKKwGq2UpLdQag/TLOgBPuoBuuoKsrla6dyvLJZVRz1TWixSbawAtNCd59Cr7UFI2evKXL0BQNnoinK5NprMpNn6gVakieSUKVVET2RuAf9W/7w6tkK0ieScIm2DB5bHLLjVb9pFFeGXpKV+AOuzF69ei6sQHDCiEEakOF3JDNHKdmwXKpgDHuG74ODMOA5ViwNhaiW4RUVcFecx9GH/1NCJUL4D/7Mixf+2eo+68DCH0/EIDQf9ZZIboTX3x2EWAA0UmnlxqJ4cZ7sTYWHMeZt1kbC5ZlNw/7tOgqDMvAE/bAE/aYw1aFxQKyM1l4o174x/1d+c0GJ4KwCTYsPrNoztLsFG7le/G9s5l1/25ECIxeNdrxe3QTI9amuFzcsDrjCrrg8Dt2jbv2dokfjg/VSZFUkVBKldAoNcDbeTj9zr7vn6zKTQc052d4oh5E90W3PZVNlVVzWCuyNwL/mH+ovqyEEFQyFeQX85CrMvyjfvhH/T2ZwtcNdG0li6m+alLXfJtlaQq34BRWBYQhIta73XR/wx9pJQ380y8Biz8BWB54xb3Adb/Sskg1V8XCMwutImfl5US3CE/EAxtvo0nihrBS9bX3Nc30iDDgbJxZRjaa9szSMm9r+dswVgJ3KoQQVHNVGiSbr8HhcyAwFoA77N72Dr2aq2Lp+JJp+tkJT80X8Kr7fgAA+OLv3IJjU62vU1wuIr+Yx9SxqYHucxrlBorLRZRSJYguEfVi3azOuIIuuIPu53R1ZiegNBSkz6dRTpdbHmdYpivZUlblpkcQQlBcKiJ9MQ0bb8P40e3bkhNCUEqUkDqfgsPrwJ6b9gxV05sharIzWeiajtB0CJ6oZ2jOmBRJMa3Rm8WLKqmtwXN2AQ6vwwyf60l51h0BfvWrwJd/Czjxr7TZeOYHwMs+Coh0vLml4Y4BbLwNgYkAfHFf28MazU6imqxBVVbdRI2EccNNVFO0FiHEciwcfgc0RQMvrpatzdt2WtoeJoE9rDAMA3eIzgaUazLyi3ksn14Gd56Df9QP34iv4/4zV9CFiWsnsPD0Aq0Q74u0/Zk099k8u1hqETeE0GH14GRwIJ+1MXxRTBTNRG27124OYzh8DkuI7wCITpBboEOp6zkXG0a4gkOgJ2qqDk3RwNpYhKfbjwbZClblZos0yg1qnFeVEJoKITAR2PYBvl6sI3k2ae60epnZ1C6EEFTSFWRmadptaCoEb9Q70KEPwxyrVqyhXqCGXKqsmmKLd/CmkBlo8JyuA9/7GPDQ3QDRgdAB4NV/CUzchFKyhOWTy3D4HAhOBPvWY0MIAdEI9cFYEUGaokGuya1GX5ekE68RPU23OYEDL/LWcNg6aKqGUqKE/CJtsvfEPNuaOSjXZSw8vQC7x4744Xjb+56PP3gWf/btM/iZK2P49JtuMB+v5qtInExg7/P29u1zJISglqfeV0bjKcevTLkf8fXNKdqic3Rdh9pQoTQUZGezpsNzu/B2Hnuft3fLy1tTwTehXXGjqzrSF9IoLBXgCrkQ2x/bdmlUlVVkLmRQTBTN6IRhmVk0TKKGEAKpKplCplasATp11HT46dROu9s+vAfXme8DX/wNoLwMgAFuegvIi94HlRneKamEkFUn00ar6LlUAPF2HoqkgBd5M7+Kd7Te5vjhjWXoB4QQ1HI15BfzqOaqsHvtCI4HW3Lptooqq1h8ZhEsx2L06tG2DDyfXSzi5z7+fbgEDk+8/6UQVmYR5RfzIDrpeMirHZSGgmKC9tIY3yFX0AXfiA/u0PaH8Cw6g+iEpnQbF1Vrvd/0mLFv6FY8A2tjceAFB7a8vDUs1UUYloFclzF29di2p7IRQlBYKiBzMQPezmPy+smhacQlhKCcLtOyIhmMqCE6QaPcaKnMGMMnTr8ToenQUFr6b8j0C4Df+SHwrfcBT34WePT/gDn9APiX/ilw5auAIfx/MAxDxYrIAxvsOwwBpNQU2su0cpFrMqq5qhm8CdDfz7rCZ+UyrNPAuwXDMHCFXHCFXJBrMgqLBVSylY7EjU2wYeLaCaQvpNs+S75yxIuwW0SmIuEnMzkzSDMwFmh7PdpB12jkSnGZOpQDNL09vCcMX9w3tD17uwlCmsTLSsW2uXqrKdqaHpl+oat614xjL8Wq3PQJYwhKaSiI7I3AN9JZjky3GbSoUWUV5VQZUlVCKVmCTbTB6XOalRnezg/Fdto25/8D+PffAwpz9P74TcAdH9yxoZubYQTyKXXFnJFmNHQrDQW6qpuW7xzPmX1QglNY7ZFa6Yuy6B6//y9P4YuPL+AtP7UX73nZFT19L2PoqbBUQCVTobPMIh74Rnxw+By74zc9JGiKhlKqtKl42YxBZ0vtf/7+LZ/kWMNSm9BvcTOsQ1CXiprwdBieqKdvHgjlTBnlZBn1Ut1MBHcGnEOxbXqGXAV+8BfAD/8CUOhZLK58FXDbu2gY53METdVWm79r9Nq43ZwBZDSECw4BvJNfvT3IfqodzFefXsLbPvcEDkTd+Padt/XsferFOtIX0qgXafitw+eAJ+rpag7ebqelR27l0pza3ZLgDUCTNxcwm2H32tEoDS5bas/NeyA4tpbbaImbTeiXuLl0CCp2MDYUQ1Dm7KfZLBiGQWA80BdRYySCl1Ilc7qsJ0r9Qnb70MQaSsvAdz9IYxuMwevDPwf81P8ERq8b6KoNGk3RqNCp02Gu5tvNBm52jx0cz0FwChBdNIFccArPve9SGxRrCq77k29BJ8AP3vVijPm7uz+SKhLSF9OoZqtwBV0I7wnv7uiVLpJfyKNWqLUIl04adDtBcAmQq73PlmJY6lLO2lhqVWGjnl2B8YCVLdUN+iFuaoUaUudSQzcEVSvUkD6fhtJQEJoOwT+yfdPBzdA1HdVcFaVUCdVsFXaPnQqaiGd3V2i2SvI48J8fBk78G0yRs/924Ja3AXt/eih7cgaF0Teg1BVINYlWfGoyvV1XzOVsgo0KHZcA0SlCcFHRY33fKDd+8DtIlyW8/qYJ3P2aa7rymnJdRuZiBuVUGXavHZG9kaGNihlWlk4soZzqvO+FtbGb5jptBu/gW35DABUinI2GW3I8B5ZfFSQMw0DTNLAcC17koaka6oU6pIrU0m93Ka6gC+PXjHe0jgaWuNmEXoobuSYjfSENVVYhusShGYIyzqhqhRrNyhkP9qyfgegE1XwV5VQZlUwFvIOHN+qFJ+oZ2hlCAyd1Cvj+nwPPfJ5OHQeA8EHgxt8Ejv4SYB++UMlhQtd0OrRVlU3BI1dp1cfQjEaVR3Cu+B05edhd9udcX8/0u75m3p655+Xbei1VVpGdyaKwXIDopPs7Kz6kM1LnUsgv5Dt+vs1ug9pYFRamiSdvW5PCbd5eMfQEQwOPDSHTqcknIQSNUgOFpQLKqfKabKnYwRj8o/6O/4+AJW42pRfiRlM0ZGezyC/mIbpERPdHh+LMRWkoyMxkUE6W4Rv1ITQV6pnYMszLGuUGdFU3BY3g3NpY6jBhGAD2fSeduwA8/JfAU/8EyJXWv/3yF4ADP9Pf9dnhEJ1Q0VOjwkeqSZBrMlgbi3qBNlDydh6iW4ToFmF32yG6RdjE3WteeNe/Pou/f3gWAHD2g/8NfIe9S/VSHelzaaiK2td+vd1Kdi6LzIXWeIzmJO5LAy2b73MCB6kq0VBMoX/5UZuhyirNX8tW6PEg7kVgPLDt9bLEzSZ0U9wQnaCwTHNlwACRPRF444M34tMUDbm5HPKLebhDboT3hHsiMowU2MJCAdV8FZ6IB/4xP+we+8C3Qafomo6z3zsLm2iDf8xPp6v2u/rWKAFP/zPw6KeAzJnVx2NHgGvfABz5ReqGbNERhhmkVJHQqDQgVSVaUl/xXjEyw+wuuyl8BJcwNK7c20HTCfa95wEAwOd/+xbcON2evw0hBPl5GhQc3hOGf8w/8O0i12RqYbCDoxnkmgypKrWdxP1cwxI3m9AtcVPNVc2+muBEEMGJ3g31bBVdowF42bks7G47wnvDPWli1jUd5VQZuYUcNFkb+pypdiCE4Mx/UkHBMAwICNwhNwJjATj8m09hbTbDMqZi6ppuRh8YF12n3g5rHtMveUzT4J/5R4TP/u913y9z6A9QGn8liM1lri+9Qa94Ow+1oYLhGDAsA5aluVgMy5gZWS2Pc5csY2PBgFkN6eRWgzx3o+GapmirgqdCBY9Uk+jQFkNDG50+J0S3CIfXAcG1gzyXmnjrZx/H155Zxu+95ADe8TMHt/w8VVaROJWAXJMxcuXIUEyQKCwVkDybhOAQsOemPYNenV1DJVtBYbEATdEQGA9sK7i1m1jiZhO2K26kqoT0+TSquSo8UQ8ieyMD7yUhOkEpVULmYgacjaMNfUFn13e8qqSisFRAYakAm2gzZ1oN+syt25z93tmWmTkGLMeCd/JwBVwtpliqQrObmhv6jBkBoluEJmmmYFgjKC7zuJlE3iiAP/dvEE7dDy7zrPk+hBOhTLwI8p6XQ5l8McC7Wsa6mxPNm0XUeo8RrVVkbeZ/YQikNcnlTdecwIFlVxsRm5sTd8p3hugEUk0yxY6maqhmq9AUDQzHwOFxwO61w+Gl18PQY3c5/unRObz7S8/g2FQAX/ydW7f0nFqhhuUTNDYkdig28GnduqYjdTaFYqJoPraeX4oRMdLSi1WTEZoOwRf39Xu1h57m41szU8em2pr5Zkxl1zV97UVdvc2wTFtGkpZDcQ/QFA2ZmQwKiwXYvXZMXjcJh2/wZy6VbAXp82nT9bMX+VSNUgO5hRwqmQpcQRdGrxrdVUZcuqa3TD3eSO/rmg6pTEvHNtEG0SWC83NrG/Z4rgeVDR8w/Xbg9rcDP/kb4Lt3A7wDTGEWwsw3IMx8Y3XRn7sXOHgH4B3t+N0IIWt3Rurq7ZaUcm01uVyVVfMxhmGgNJR1X59hmdUGxibhw/GcKQwvTTIfRLWIYRnY3XbY3as7dkKIGUpaL9VRy9eQm88BhFbLmsXOMMaDvGDFnfjJ+QJKDQXey5ycFZNFJE8nEd0fHYqZn0pDweLxRUhlqeXxwnIBLMu2iJmN/F/kWu+nPu8kmvtG14tWqOarEBzCur/9cqoMuS63CBiiba1mYhNsPXPJtio3l4HoK341MxmwHIvI3shQNM9JVQmpcynUi/WeDIsRnfrh5BfykKoSfCM++Mf8WzZbGjYIIVAl1dzxmY2mK8GRYGCaxNXL9dadIkOHfMJ7wwiMbb8prmsQAiSfBZ79Ep1tdSkjR4GDP0svI9cCA6iWGMNyRjaNruhrs2ua7htpwetNT+VsXEsTpSF6Lm2utPG2vgsKXdMhVSTUS3VT9KiSCoZhIHpEU+y4gq6BVz0A4Kc/+l3MZGv41BuP4aVXxTdcrpwqI3U+hbGrx4bCs6aar2Lp+FJb054ZhjFnyhnWAHaPfcfuy7qFqtDgy/xcHpVspWNfHcEpdCwWWY7FgRf2JlvKEjeXQVd1zDw2A1/MR5PAB9zkpcoqMjMZFJeL8ES6Pyym6zqKy0VUshUoNQWB8QB8cd/A+4nagRACtaHSjKoiFSrVfBVEJ6YPiul4u7LTa063XnxmEZXs6mwlT8SD6P7ocPcU6Tpw9ltA4hng7DeBhZ9gzSmY4AFe/jFgz22Ad2Qgq7kVDE8bXdXXOLIa4X3mfVlbt9IW3R9FYLy3uUmXQ5FWqzuNEp1FKNUkOLwOuIIuuAIuiB5xIGL5fV95Bp/50RzefMsUPvCqq9ddppavYenkEiaOTgwsqZvoNDy3UW4geSa5+cIMNXcUnCseRytiZtdEuGyArupolBstFRVN1cxK66WPq1J3DQJFlwipKl1+wQ04eNvBLX8+1rBUF2FtLPbcuGfgpWVd11FYKCA7m4XgEuiwWBcb+ohOUEwUqXMxy9CMqR4McfUCMz28SMM264U69Rpyi3D6nHBGV0I3t5hXxIn0zJq384gfisMZGPy0/svCssChn6WX2/4AqKSp2DnzDeDkv9Fl5DLw5d+it8OHqFHg+I3A2PVAaN/AVv1SjCmtEHDZWX7G8Fmz2FFldSiGjHmRBx/h4YnQkExd1yFXabhoNV9FZob2yDkDTlPs9EtAv2B/GJ/50Ry+dy6z7t8blQaWTi5h9MrRvgkbQgjkmoxGuUEvJdrYvdXzbxtvw9T1Uz1ey95iDgevVDANQdJyW12tgOoq7VsZZDbUdo+NRCdguO4fZyxxswUGKWyMuIT0+TQIIYgdjHV1WIzoBKVkCdnZLAAgPL3StzNkfQLN6Bo9UzHFTLEOQgjsXjucPid8cR8cXkfH1SZfzAfBKSAwGhjq7bAp7ghw3S/Ti1wFvvshQJOBhR8DS08CmdP08uj/WX3O834XmLyFXnbIVHOGWXFStXFD76nEsizsHjvsHjtCUyHoqo5aoYZqrorsbBaJUwmILhHOoBOugAsOn6NnleJb9oXBMMCFdBVLhTpGm6IYlIaCxWcWETsQ66lfl67qqOQqaJRWxEyl0dKrwTAMnZK/ss14Jw+WZc0+p1q+1tL4r8oqVEkd2gqrOZvy0mFZRUM1V4Vcky8bcrkenDDgYc5t7iJ1Te/J99walhpiGuUGUudSaFQaCE2GEBjv3rAYIauihug0DdwX9w3lwVzX6EHAqMo0yg0wHEPTw300PdzuGb7GzaGllgNmvgec/gbw1OfWXyZ0ANBVIH8R+B/founlO6CKt5OR6zJquRqq+Spq+RoIIXD6aVXHGXRCdHa3gmK4FY8HHPj+O19sPm783twhd1ffz3ztfA2VTAWNcqNlOEN0rQgZLxUzokvc9DdNdIJGpYFanm4zTdYwed3kQPLFpAqtHG8kXjRFW3cGpsF2+laaZ1UOgssFb5ozKzmW2k2s3DYukX0RK1uqG+wEcWM4C5cSJfjiK0niXTobaU4D11UdwakgfCO+oZuaa+RSlVNlVLIVOP1OcDxnihnBuTM9RrbD7OOzdHbBeKC7s9UWHgNy54G5HwFzDwOpE2uXcQSAsWPA2A3A+A30trM9AziLrUN0gnqpjmqOCh2GY8CAgTfmhSfi6UoPXDejGDZDlVRUshVUMhXUCjUQnUB0i3CH3OBsHOxeapY46H7G7ZCbyyF9Id3x80W3CKnSed/KZjAcA47jTL8qhmHMCpFxe7NMKACwiTbEDsZarR5WLCCkqgRFUtaIFlPQdPGk0+q52aHoqo7sXBbVbBUsz7btLbAZxvBWZiYDTdZopWbEN1Q7lEsFDcdz8EQ9mLh2Yke7HncLqSKhoTdQyVQgukUEJ4LwRDzb33mMH6OXa15L79dywPwjwD/90uoy9Txw7jv0sh5v+jdg9FrAbnmHdAOGZeD0O81hIU3RUMlWUEqUkDyXhDvkhjfmhSvg6vjzf8PNk/jcI3MA6P6ha0PdhECqSKagkSo0GsAZcCKyLwJ3yD1wb7Bu02m1iOEY2PhVN2KGYWhI5UpitmGTsN7t5nTtar5K7zeJmHYMNzVVQylRQn4xv2aWIkBnkm5UyTOGDYcNq3IzBBBCUE6VkT5PlX9kX/emmxNCUM3S5kVVUhGcDMI/6h8aUbORoPFEPJaguYSz3z+7ZgosJ3AIjq9U32xsi0Hfpb4TzfcBmDONjAt0rN4mTbc1Gbb8aQi5pyHkn4aYfwZ8dXbddVScE5B9hyH7roDsp9e6GFrzOXICB6KtHFBZulNnWOay12BgGh2aZW62qdzddHu3fneUhoJSqoRSsgRN1uCNeeGNeSG625t51VA0HP4j6o/0H79/G/ZGOh+GMoayqtkqKtkKzWfjObhCLrhDbrgCrh0147JdKtkKlk8st/g1tVxsax9rNrPUVI0KmwHvlwkhqOaqKCwWWoz8xo+MwxVyDXDNKNaw1CYMm7hplBpInktCKksITAQQmgx1bSdQL9aROp+CrqwEl40FhmIHYwmay6Nrujn12XBCTp1LbTpuv1VYjoXoEc1MHoZhTC+fZhGx3t/A0KoCT6qwP/1X8Jz+a7q+vBesUtr0fatTr4EUuRGyZz80/35ouo26IRtRFOtcG4KrGZtgu2wZHVhZ53XEj+CiZmTG2W/LmfClZ7421hRXw4ZRISklqdDheA6BiQC8Ue+WD5Kv+z8P45GLOXzo54/gDTdPtr0Ocl1GfiGP4nIRRCcQnALcYTfcITfsXuu3vJOR6zKkikSbuYek0maJm00YFnGjSirSF9MoJUpwh92I7It0zVRKaShIX0ijnCrDN+JDeLp7PTudYpwRGEmxz1VBo6s65IYMpa5AlamJliavNh0agubSBkEj52o991CAlsUDkwGzxN0y5t3UxNfTA3UtByw/BSSeptdLT9Ck8/VgWCC4D4heAcSuAiKHAd4J7PkpgG8tcbdUklbiIkCwWpHS9bW3jQrWOn/neA5yTW7xA9m0IZNBS8SEUYI3DQT5VZfq3jlUbw7RCW3UzVZQyVYQGAvQCu1lTmb+v2+fwf9+8CxecXQUH3/9dVt7r6az+3qpDl/MB97BwxVyPeeN8YYFTdXQKDcgOIShESbdwBI3mzBocdPsV2Oz2xDdH4Ur0J1yn9Gzk5/Pw+F3ILIv0mIbPwg0RUMxUTRD2PxjfrjD7l0raAwnZKWumCJGaSjmtTnVkwFcQZdZvt/oIGk67nIM5h6fQ6PcOivBFXIhui86vNOgC/PAA38ASGUqZFIngdRx2sOzGVe8EggfBMIH6CV0ALD37vdKdLK5CVpT7ATDMlDqSkuu2KWi04yQaPpcjdgO/6i/Z/8PgJ7c5OZoXIpv1IfAWGDDnpAfXcjilz71I0Q8Ih59z0s2/U1qiobichGFpQIYjkFglAYqDkM12ILSHJ5seOBMHJ3oi++TeRLSnFd3SUCwmWdHVk8ovNGt/66thuIhxOh9SZ1PQVM0hPeG4R/xd+UMjxCC4nKRBmfyHEavHoUr6BqoeJCqEgqLBRQTRfAOHsHJIN0RDkmvz3ZRJZU2+FYbqwJm5WIc6DieA2/nwTt4OANO87ZgF2AT248IaD6ICC4Bsf2x4TcY9E8Ab7i/9TFCgEqSzspKnQSSJ4AnP9O6jGE82Iw7ToUOwwIX/xOIXAG87KPA5PMAbntnpwzLdBx6SQgxTdeahxLN27IGpa6gXqqDZdmeixveziN2MIbQVAj5hTxmfjyDwHgA/rG1vXbXTvgh2FikyxIuZKrYt07fjWEbUUwUYeNtiB+O76psud2A8RllLtLeSvPxFXPWzcSN2Zd3aZDupYLkkseN+7V8DVJV6mg6Omtj2xI37WBVbvqAkQNVy9fgH/MjPB3umhdDNbcimCQNoT2hrgmmTjDK1fmFPGr5GtxhNwJjATj8O3dHaFRiGpUGpLJkmo1psmaenRulX97Bt1x3O0MoeSaJcqaMyN7IjnGPbgtVAi78J72dPQdkzqxeVy5jve+fAoJ7gOBeILByHdxDbwtDLgB7jKZoyC/mUUlXED0QXWPM9/pP/QgPX8jiT199NX7lea0Ov/VSHamzKdhEG6L7ouAdu2eIY7dQyVSQOp9ad5YTQP2DvDFvizjRdTpMa1RXKpnKus/dCtv16Dn4Uwe3vLxVuRkSVFlF5mIGjXIDnI3D9A3TEN3dMeIyo+nzVQTGAghNhQZiXgW0TiPUZA2+ER9iB2M7bvzdSHuWyhIaFeqaKlUkaAodihDdIuxuOzwRD0S3eFmTsW4TPRBF9EB094kaA5sIHHzpyp2Xtv6tUQQyK0Ln0U8BS4+3/r0wSy8XHlr7uu44UEms3h+9DrjjQ4B/EvCMAOzggyx7CcdzCE+H4Yl4kDidgN1tR3hv2BTfz9sbwsMXsvjRhWyLuFFlFckzSUT2RuAKDn6mzG6mVqi19IWZ182zH1ce1xQNUlVqqdBshlSVNvXg2e6Q1Xb2R4a46sU+zarc9AAzSfxiBgzHILov2rWp3YqkIDubRXG5CHeou43I7SLXZOQX8yglSrSXYMwPX2znhGxqioZ6sY5asWYKGl3VwXAM7G477G47RI9oJghbDshDCCFAOUEbl/MX6XXu4ur9RnHz57M2wDtGhY5/EvBNrNxeufaObXvIa5gghNBG4GId4T1hCE4Bj17M4bX/52GE3SJ+/N7WvpteHXh2G/VSHUpDWbeB3bBhMO0Z1nnMGNocBA6fY1vZVNs1IDz4Uwe3vG+1KjcDpJqvInU2BbkuIzgR7NrUbqIT5BfzyM5k4Qw6MXF0oqe5L5tRK9RQTBRRSpTgCrowetUonAHn0O8EiU5QL9epxX2uika5AdEtgrNxED0ifCM+Ou3RsbtThHcVDEMTzr0jwPTz1/69lqNi55FPAs/8y+rjzjDQKNCICaPqsxWOvJa6M3tHqPDxjgLu2I6p/jAMg8B4AE6/E0snlhA7EMPRCWq8mKlIeOhMGi86FG1ZfrdjDj2XGi1eUFvxizLu2z121EudC4SB50NtA2ab4VJEJz05cbQqN11CqStInU+hkql0fQZLrVBD8mwSakNFaDqEwNhgAh0b5QYyFzOo5qoITATgH/EP7yydFZS6gmq+atrYGzsiI6/H4XFYFZnnKrpGqz6FOaA4vyJy5un9whxQXAC0LZyRMhzgiVOh4x1dFT3eUUDXqQA78DND596sNBQsHV9CeG8YV334IfPxXkYx9ApCCB3aUVvFScv9Tf5md9vXzERsh+1WP2x2G9TG1oaZuoXhaWX32FEr1C6/PEuXN0w0zfscu+H/3VyOYVqfw67aUoxdPbblAoBVuekjuqYjN5dDbj4Hm2jD2JGxrgXOqZKK9IU0SskSjSG4ZmIgfjVSVUJmJoNKugJP1IM9N+0ZWlFjJi2vCBqlrsAm2uAKuBA/FIcz4BxYb5LFkMFygG+MXnDL2r/rOhU933wPcOqrABjg+jfRoa7SEr2UlwGiAaVFetkKe19Eqz2eGO0HckepODJui56+hJTydh7jR8ax8OxCz99rK5gBk6oOTdt4Kn7L44ZIUfU1Zo/toOtbHxJqDoI0faRWMptMd2x2HcdsttVvqvlaqkjQNX3VdLL57yzb8jjDMQCh4pTjONSKNZSSpQ0NPm2iDRNHJ1pes9nvSpVUyHV5jWhpFiGGked6qJIKXddbBMvlntMPrMpNhxBCUEnTLnVN1RCeCiMw3p2KSnPPjk20IXZgMFN+lbqCzCwN8HSFXAhPh4cyQ0SqSaikK6jmq6gX6zTHxu+EM0ATlZ+LIZsWfULXgEoKKC+tCp7SIr1efJwGkrYL76Qixx1fEUAxQKkDT/wjNTvc+yLgylfS4THb9icoyHUZ//eBE/jok0+B9/8Er7rBjjH3GH7+wM9jyjt1+RfoEovHF1FJb33WDsMwpps0y7FQGooZYWBebFu4vTI9Xq7Ja1Kr19zfwARz0L1JuqajlCohP59fM3PJ7rFj6lj/PsdeYpn4bUI3xI1UkZA8l0S9UIc35kVkb6RrFZVasYbUmRTkhozwdHggQ1CqpCI7l0VhqQCH14HI3khfTKDaQZVVlFNlFBNFSBUJokeE0++EK+CCw+fYNX46FrsATaGJ62e/BYwcpfcrCaCcpFPcjUs5Ccjl9l5b9ALOEOCKAK4wvTjD6993hgDb+hXXv3v0M/jYiY8AYMAyALviiP2BWz+AV+9/9bY3wVbIL+bpzNKmCIyNIjGaRYnFKoafWm4+R0/0WAYjV4zAE/EMetW6giVuNmE74kaVVeQX8sjN5SC6RcQOxLp20FdlFenzK0NQEQ8i+yPgxf7O0tAUDbn5HPILeYguEeE94aFqFNZ1HdXsSoRDrgIbb6OhgXEvRFd3ptj3E6ORUarQmVpSRQIhBONHxge9ahZtcGnTqdFoCgYtU3lbjNA0sq7vCOQqUEvBLVTgddZWqkIJ4OH7ttb/cznsvtVm6loWADBrs+GV4yPQ1/mds2Dx7z//75j0tp87ZTE4CCF0qIlhd5U3kdVz02WITlBYXpnaDQbxw/GumagRsjIEdYEOQY0fHe9aHMNW0VUd+UUq2myiDSNXjMAddg+FqCGEoFFuoJQooZQqgegE7rAb40fGh0p4XQ6iE0g1CVJl9WJMPQeoU6foFody2G+3YkYurLgLX3qbYRjaA3KZZtT1nFlZnoWurPZArNfH0Nz/YPYrONxgXV7A5wBiTTvv2++6ZOUJFSjVLFBNA7UMvd7wfpb2BjWKa6bHf9nj2nC+C0M0fOkffwb/r+4GHEHAGWy6DtBr0QvM/pDeHjtGL65IX/qGLFoxDPkyMxnIVRk2wYaxa8YGHsMzCCxxcxlUWcXCUwuQqhL8o36E93TPXbhWqCE7m0Wj3EBwKojgeLCvQ1CGsKpmq5BrMqIHokPjfKs0FDPtWK7JcPgc1C8o4hl6Hx1VUSFX5ZaKjFyVzYZH3s5DdIsIjAdMY0CbaBuK7b4dCCEoJUoQnEJfE6ENkWJmPa0EkRqVMU3VoCu0AbVZwFzOLl50i9AUraXnwojU2Kh3w7jPcAx4kV/TvNk1GIaKC0cACO+//PK6viKGVkRP/iLwr28FACzZbBvlsYIAWIJCnaI7IXQAcPgBu3/12u7b/LE+NVTvJgghqGQryF7MQqquVvhUWUVxqQj7wd6JG6WhmGZ8dGWwJuS3+W8t94GeWZpY4uYycDwHZ9CJ+BXxrqlfTdGQvpBGcbkIp9+JqWNTfTfiq5fqSJ5JQq7JCE2HMHb12MCnRGuqhkqmglKihFqhBt7BwxvzmqnDw4qmrpgBFmqoF+g4t9HYLLgEiG4RvrjPdDXerbO1lLqCxGnqBMw7ePjiPnhj3rZTiQmhQzmKpFBR0hRQaQiX5twmTdXWfR2Hz4FGqWHGZLA2FrzIg3XR+0b/BmfjwPL02nxsJdl7pwtOE5allRVnEIgcpJ5A1/0KAGD0sXvBHP87Wtm5BIblMHrkDcDkz1LPoHqu6TpPr08/sPH7Zs+2v64MC5BNZi9d+WqaJyZ6qRCye+ltu4/eF71rkuV3K4QQlNNlZGeyG0YgSFWJTvU29UWr8JBrMvXouVSUGPdXbhvv13If1HywYxM/Bjh026HOnnu5l7Z6bvqH8UVMnU0BBIjs739GULOwcofdiO6Ptn3w6TZGL1MlXYGqqPBEPPDFfX09+0+dT4FoBHavHQ6vY1MjP13VUStSIVMr1Ex/DN7Ow+F3wOl3UiHj7G88w6BRZRXnf7h2dpAz4IQv7qNDnSwDVVahSk2XpvuKpECVVBCdgOO51RT1JjZKT18vXZ2zcbtHoPSI2dIsXvmVV0JfR1CwDIt/f3UbPTeaCqRPAYuP0ZldmkwrRvXCypCYcXvlvnG7XgBpFMBonWUUrYETVoWOIX6abwsu4Ol/Nqfvk/BBkOABkNBBkMiV0CeeDwhuwGbfUhVJqkhQ5abAyo0Oq83VjKY71VyV9lxd+lxyybKE9h5q8uUrj1tlux49gkuAXO38czv001sXN1bPzRCi1BUkzyZRzVXpDKt9kY5TiDvBSA5PX0iDs3Fd9ePpFKWuIDefQzFRBMdzCE4GBxbfUElXaKL3Er3P2lg4vA44fA7a2M3SHVgtvypmbKINTr8T/lE/nH7nUFeX+gHHcwADXDrGUcvXUMtvbhLGMAxsog02wWYO03ECHQLi+BURsyJgLLHSXaa8U/jArR/AXT+8C4QAOiFgGfpBvu/a97XXTMzZgPjV9NImM49ehFIugVXL4NQSfImvwpv4GmxKoWU5yXMAinsvWLXScmHkCjitShfSZNpntNI0fTmYzBkwmTMAvtbyOAEH3eaEzl1yMR9zQecc4Jw+yJoAnXOCcI6Vx43l6DI6awfhHOuKJYZjTHGz09iuQ3GvsMRNjyE6QX4hj8zM4BqGG+UGkmeSkKoSgpNBBCeCA51GKVUk5OZzKCVpf0bsYAzeqHegVQ5nwIliomgemHVVRzVHjQANmsWMw+8Ab3/uxTQYfSxKXYHSUCDXZSgNxby/YfPGCoJbgCfkMYWMTaQXS7QMllfvfzWuj16Pu7//9/juudOIOOL4+5//XdiTdmRmMghNhnr++zR+U4QEaQ/JyNUok3eCkJV+DkK/f0Rvur3yOMdzK98/HaxWWxE8VXBaxbzNahVwK7dtUgq+5Ncuu04MNHBqGZza5hT9DiiHX0RFEOegAom1r97m7NDZptucA4R1rCxPRRNh+MH0Kg3pz9YSNz2kUWogcSZBRcVEEKGpUF9FhaZoyFzMoLBUgCvkwvSV0wNN6q4X68jOZVHNVmH32jF29RhcIddQHNQcPgeKy+uHLLIci8iBCHwx31Csa68hhECVaVO00lBoQ7QhYtYRMAzLgLfzsHuphb0mrx1KCowHEN4TtrxJhphJ7yTe87zfx9f/67uYB+ARxxC+QkBuPoe5J+Z6bg0RPxjv+Lm63tT3sU7T6npNrpWm/hFN0Vr7RnQNjFoDo1bBKFVArYBRqmDVGhiFPmb8jVGrgFQBaZTo39UqWK0OVq2CUWtgtSpY7fLRDp7Mdzv+/9P/BrcidKgQMkSPzjkAMHDlH9n0+ZJzGpk9vwPN5l15DRGEFenrsCIIZ++JgLJSwbtEP3pudFVH5mIG+cU87F474ofiffVhMWatpC+kwXIsovujcIcHMwRFCEEtV0N2Lot6sQ5X0IXgZBAOn2PgQoHoNI+mnCqjnC6va1/u9DsxevUoONvuawJuFjFSVYJcW7muyua24AQOmqzBJtjAO3jwdr7lWrAL4ITVqsvS8SWU06tnuYJLwMihEdi9z40Gz50OIQR73k0bhI9NBfDF37kVAG06TV9IQ6kr8I/74Y16LaHaDroGLD+5mlhvpNfnLwKVJPTDrwKZuBVQqoBSA5QamJVr877cfL8KrNxndKVv/w0CBuDsIDYqoojNAZ0RoEFYFUScHY78E7DJGfN5ms0NnfdB573QeD+9Fuh9/2veA8YV2tL7Wz03A8KYjpc6m4Ku6ogdiME32t+z/XqpjszFDOqFOh2CmhzMEJTRPJ2by0GqSPBEPZg6NjVwHxeiE1TzVZTTZVQyFeiqDsElIDARQHGp2NIU6I17ET8Y3/FNwcZQUrN4kWqtIsZAcApwBpwQXSIElwDBIUBwClv+DplO3QwQng4jONFfewOL7dG8r3psNm/eFpwCxq4eg1yTkV/IY2Z2Bt64F06/Ew6vFT57WVhu1QNovT9v57U1BVq9guL8MsrzCRCpClavg9HqYLU6nG4gEGSBr//B1l4vfBBQGoBap7EfSs2cvcaAABp97XbgVDokiPo6+Wuf/Bpw58muV4QscdMllMZKw3C2Cm/ci8ie7kUybAWiE2Rns8jOZuGNeTF94/RAwi0NUVNOlc1tMXrl6ECDNnVdRy1PKzSVLBU0oktEcDwId8RtVtVUSTWHpsJ7Vw7MO3AYSpVU1Et1NMoNNMoNMAzT0jsEBhAcApxBJ0QnFTGiS4TgELZ9kPLGvdA1HcGJ4NCGq1pszs9dM4KvPr2MkGvt52f0yGmKhmKiiNS5FFRJhSvkgjvkhivosio6/YbjwbkDCF4RgP/AYeSX8sjP56Ep1IjSf2QMCLqAm9/S2esTQiND1DoVPUoNUFeuW0RQ09/OfBM4/+DWXv+KV/akV8galtom5iyk82mAAaL7+2+E1yg3kDiVgFyXEdkbgX/MP5CDcqPUQOpcCvVSHb4RH8LT4YGkmAP0c6kX6yinyyglaGKu6BbhiXjgiXjWPfBWshUsHV/CyOEReKI7I4tFUzRTxDTKDTRKjZbqE2/n4Qq6wPFcSzXGOtO22Iin5gt41X0/gN/J4/H3/QzYy3xXlIaCSqaCSqaCRrkBV4gKHIfXAbvXbgXXDgBdoz1InMANtM+y21jDUn1CrslInE6gXqzDE/EgeiDa3+ndOkF2jlZr7B47pm8YTLVGlVSkL6ZRSpTg8DkGOvykazpKyRLyi3nIVRnuiBvByeCGgqYZd8iNAy84MLQHfmOH1Sg3zMqMUl8db+d4DnaPHT6vD3aPHXaPva/fR4vdwZWjXth5FoWagguZKvZHN+/X4+08AuMBBMYD0BQNpVQJtXwNmYsZqLIK1sbC7qH+UYbg6baRpdE/ZhN2vtN3N2A5tuPcQ03RUFgsoJqvgrfzfbct6RY7b42HgObp3ayNxehVo31PXW1UVqo1VVqtCYwH+v6j1jUd+YU8snNZcDYOo1eOwh0ZTCaVXJdRWCygmChCV3V4Ih4z2LSd9RkmYWOYBdbyNXp2nK2Ysz0YloHdY4c77IbD46BCxm7t2C22D8+xuGbMj0dncnh8Ln9ZcdMMx3MIjAUQGAsAoFWdRomK8Wq+itxcDoQQM6JDsNMqIu/gITgE8A5+y8NahBBIFcmcEKA0FMQPx+GL+zr6fz/XURoK8gt5FJYKpkFgvViHKquYODox4LVrn6EQN/fddx8++tGPIpFI4OjRo/j4xz+Om266acPlP//5z+OP/uiPMDMzgwMHDuDDH/4wXvayl/VlXRuVBpKnk2iUG/DFfYjsi/TVTr+lWuO2Y+qGqb4nYhvhbOnzaaiyitBUCIHxQN/H2gkhqOVryC/mUc1WzR2rb8Q3cNflTiA6Qb1cN03vDEt0APBEPfCN+EwhI7isUr9F77h+KkDFzWwer72h8wMbb6cz64xhXmPKtiF4KtmKaYppYBNtptARHAJ458q1nWZ1SWWJ9vWtCJpBYwQPG0GoW702fr9GnMiaEFWG2dLJlq7p9LUYdLRPkCoScgvUd2w9n6paodaz6dq9ZODi5p//+Z9x55134pOf/CRuvvlm3Hvvvbjjjjtw+vRpRKPRNcv/8Ic/xOtf/3rcfffd+Lmf+zl87nOfw6tf/Wo8/vjjuPrq9l0xt4qu68jN5pCdy4IXeYxfMw5XsL9mfFJFwvKpZchVGeE94b4HbQK0vyd1PoV6oU6dlvf2t3EaoFlOpQQdelLqCuweO+KH4/BEPWDZndPMSAihuS8rYqZWrJkupYJTgH/ED2fACaffuWvzqCyGk30Rum+7/8fzuOcXruna67Isaw5PBRCArurUQ6lODSGN22YeUgdoigbWxvbtYGz4ibWLIWbsHvumDt4tgueSC8uyZn8hXRgtwujSazCAJmvmLEld0y9rvAkCzDw6A7BUPBkXsIDdbUd0/9rj9DAw8Ibim2++GTfeeCM+8YlPAKAiYmJiAm9/+9vxrne9a83yr3vd61CtVvHVr37VfOx5z3serr32Wnzyk5+87Pt10lBcL9aROJ2AXJMHYkZGdILcfA7ZmSxEt4j44f765gA0NyhzMYPichF2L/1CO7ydjel2ilSV6NBTsgiiE3ijXvjH/H1fj+0g1+VVMVOomdlJNsFGhczKhRd3XuXJYvdwNlnGz/x//wUA+N4fvggTwd4kN2+Gpmqm6FHqCmqFy8d4mDD0N2VcOIFbdcVeuS84hK6cNEhVCTM/nun4+dvNdhLdYufBldvE4XNg8ro24jm2yY5pKJZlGY899hje/e53m4+xLIvbb78dDz/88LrPefjhh3HnnXe2PHbHHXfgK1/5yrrLS5IESVr94EulUlvrqEgK5p6cg+AQMHndZMdNWtshO5tFdi47MN8QXdcx85MZMAyDkSvoTKJ+lyhLyRKWTy7DJtgQmgjBN+rbcU1umYsZZGdp1g1rY+H0UyHjCrg2Deq0sOg3B2KrPYTfPJ7Ab7xwb9/XgbNx4DycOTkhNBWCrulIX0ijsFhY/zlG2CqBGca6EbGDMfhH/dteT4ZhYPfaQTQCXddbrrdUO9jBP/th3mcN9OiQyWSgaRpisVjL47FYDKdOnVr3OYlEYt3lE4nEusvffffd+MAHPtDxOvIij/Ej43D4HQMb8giMB+CJeCC6+1utMWBZFqNXjsLusQ/Mw8IVdGHkyhF4wp6havptB1fQBYZl4Aq4IHrEod4xWFj8z5cexFeeXMIdV3Uei9BtWI5F7EAM7pAby6eWW6I+RI+I6WPTIDqBqqjQZG01dX7l0vxYt4bTBaeAqeun1v0bIWRd0dN8LddlsBwLohPzout6y33jsfWGkAY5+DLM++KdderbAe9+97tbKj2lUgkTE+01yPW7t+ZSOJ4beM+F09//snQzHM/BG+1NXEa/cPgcA6n8WVh0wttefABve/GBQa/GuriCLuy5cQ+SZ5Jm3Ifh58KwDHiRp0O7A7arYhgGjI0Buz0PYhMjOLRZ8FRzVaiSSh8z/n7p9UrYqKZScadrujkjajsM8wnaQMVNOBwGx3FIJpMtjyeTScTj658txOPxtpYXRRGiOJiKh4WFhYVFb+B4DqNXjaKUpDl6gz4J7QcMw4DhGKDpXFcY69zbTFM0pC+kUU6tn60HACzPIjQZakliN8TSMLuQD3RqiSAIOHbsGB58cNWmWdd1PPjgg7jlllvWfc4tt9zSsjwAfPvb395weQsLCwuL3Ys35sW+W/ZZ/jYdwPEc4ofi2HvLXoSmQusOM4kuEcEJmlMYmgohPB1GZG8EkX0R+EaGd5sPfFjqzjvvxJvf/GbccMMNuOmmm3DvvfeiWq3i137t1wAAb3rTmzA2Noa7774bAPB7v/d7uO222/Bnf/ZnePnLX477778fP/nJT/CpT31qkP8NCwsLCwuLHQln4xDeE4Z/zI/sbBaFpQLt72GA4ERw0KvXEQMXN6973euQTqfx/ve/H4lEAtdeey2+8Y1vmE3Dc3NzLY28t956Kz73uc/hfe97H97znvfgwIED+MpXvtJTjxsLCwsLC4vdjk2wIXYghtBkCPVyHXa3fUcaogJD4HPTb7odnGlhYWFhYWHRe9o5fu8cO1cLCwsLCwsLiy0w8GGpfmMUqto187OwsLCwsLAYHMZxeysDTs85cVMuU0+Edr1uLCwsLCwsLAZPuVyGz7f5TK3nXM+NrutYWlqCx7O1CAHD9G9+ft7q0ekz1rYfDNZ2HxzWth8M1nYfDO1ud0IIyuUyRkdHL5sY8Jyr3LAsi/Hx8baf5/V6rS/9gLC2/WCwtvvgsLb9YLC2+2BoZ7tfrmJjYDUUW1hYWFhYWOwqLHFjYWFhYWFhsauwxM1lEEURd911l5VPNQCsbT8YrO0+OKxtPxis7T4Yerndn3MNxRYWFhYWFha7G6tyY2FhYWFhYbGrsMSNhYWFhYWFxa7CEjcWFhYWFhYWuwpL3FhYWFhYWFjsKixxA+C+++7D9PQ07HY7br75Zjz66KObLv/5z38ehw8fht1ux5EjR/DAAw/0aU13H+1s+09/+tN44QtfiEAggEAggNtvv/2yn5XF+rT7nTe4//77wTAMXv3qV/d2BXcp7W73QqGAt771rRgZGYEoijh48KC1v+mQdrf9vffei0OHDsHhcGBiYgLveMc70Gg0+rS2u4P/+q//wite8QqMjo6CYRh85StfuexzHnroIVx//fUQRRH79+/H3/3d33X25uQ5zv33308EQSB/8zd/Q44fP05+8zd/k/j9fpJMJtdd/gc/+AHhOI585CMfISdOnCDve9/7CM/z5Jlnnunzmu982t32b3jDG8h9991HnnjiCXLy5Enyq7/6q8Tn85GFhYU+r/nOpt3tbnDx4kUyNjZGXvjCF5JXvepV/VnZXUS7212SJHLDDTeQl73sZeT73/8+uXjxInnooYfIk08+2ec13/m0u+0/+9nPElEUyWc/+1ly8eJF8s1vfpOMjIyQd7zjHX1e853NAw88QN773veSL33pSwQA+fKXv7zp8hcuXCBOp5Pceeed5MSJE+TjH/844TiOfOMb32j7vZ/z4uamm24ib33rW837mqaR0dFRcvfdd6+7/Gtf+1ry8pe/vOWxm2++mfzWb/1WT9dzN9Lutr8UVVWJx+Mhf//3f9+rVdyVdLLdVVUlt956K/m///f/kje/+c2WuOmAdrf7X/3VX5G9e/cSWZb7tYq7lna3/Vvf+lby4he/uOWxO++8kzz/+c/v6XruZrYibv7wD/+QXHXVVS2Pve51ryN33HFH2+/3nB6WkmUZjz32GG6//XbzMZZlcfvtt+Phhx9e9zkPP/xwy/IAcMcdd2y4vMX6dLLtL6VWq0FRFASDwV6t5q6j0+3+v/7X/0I0GsWv//qv92M1dx2dbPd/+7d/wy233IK3vvWtiMViuPrqq/GhD30Imqb1a7V3BZ1s+1tvvRWPPfaYOXR14cIFPPDAA3jZy17Wl3V+rtLN4+tzLjizmUwmA03TEIvFWh6PxWI4derUus9JJBLrLp9IJHq2nruRTrb9pbzzne/E6Ojomh+DxcZ0st2///3v46//+q/x5JNP9mENdyedbPcLFy7gP/7jP/DLv/zLeOCBB3Du3Dn87u/+LhRFwV133dWP1d4VdLLt3/CGNyCTyeAFL3gBCCFQVRW//du/jfe85z39WOXnLBsdX0ulEur1OhwOx5Zf6zldubHYudxzzz24//778eUvfxl2u33Qq7NrKZfLeOMb34hPf/rTCIfDg16d5xS6riMajeJTn/oUjh07hte97nV473vfi09+8pODXrVdz0MPPYQPfehD+Mu//Es8/vjj+NKXvoSvfe1r+JM/+ZNBr5rFFnlOV27C4TA4jkMymWx5PJlMIh6Pr/uceDze1vIW69PJtjf42Mc+hnvuuQff+c53cM011/RyNXcd7W738+fPY2ZmBq94xSvMx3RdBwDYbDacPn0a+/bt6+1K7wI6+b6PjIyA53lwHGc+dsUVVyCRSECWZQiC0NN13i10su3/6I/+CG984xvxG7/xGwCAI0eOoFqt4i1veQve+973gmWtukAv2Oj46vV626raAM/xyo0gCDh27BgefPBB8zFd1/Hggw/illtuWfc5t9xyS8vyAPDtb397w+Ut1qeTbQ8AH/nIR/Anf/In+MY3voEbbrihH6u6q2h3ux8+fBjPPPMMnnzySfPyyle+Ei960Yvw5JNPYmJiop+rv2Pp5Pv+/Oc/H+fOnTPFJACcOXMGIyMjlrBpg062fa1WWyNgDJFJrDjGntHV42vbLci7jPvvv5+Iokj+7u/+jpw4cYK85S1vIX6/nyQSCUIIIW984xvJu971LnP5H/zgB8Rms5GPfexj5OTJk+Suu+6ypoJ3SLvb/p577iGCIJAvfOELZHl52byUy+VB/Rd2JO1u90uxZkt1RrvbfW5ujng8HvK2t72NnD59mnz1q18l0WiU/Omf/umg/gs7lna3/V133UU8Hg/5p3/6J3LhwgXyrW99i+zbt4+89rWvHdR/YUdSLpfJE088QZ544gkCgPz5n/85eeKJJ8js7CwhhJB3vetd5I1vfKO5vDEV/A/+4A/IyZMnyX333WdNBd8OH//4x8nk5CQRBIHcdNNN5Ec/+pH5t9tuu428+c1vbln+X/7lX8jBgweJIAjkqquuIl/72tf6vMa7h3a2/dTUFAGw5nLXXXf1f8V3OO1+55uxxE3ntLvdf/jDH5Kbb76ZiKJI9u7dSz74wQ8SVVX7vNa7g3a2vaIo5I//+I/Jvn37iN1uJxMTE+R3f/d3ST6f7/+K72C++93vrrvPNrb1m9/8ZnLbbbetec61115LBEEge/fuJX/7t3/b0XszhFg1NgsLCwsLC4vdw3O658bCwsLCwsJi92GJGwsLCwsLC4tdhSVuLCwsLCwsLHYVlrixsLCwsLCw2FVY4sbCwsLCwsJiV2GJGwsLCwsLC4tdhSVuLCwsLCwsLHYVlrixsLCwsLCw2FVY4sbCwsLCwsJiV2GJGwsLi13F8ePH8Qu/8AuYnp4GwzC49957B71KFhYWfcYSNxYWFruKWq2GvXv34p577kE8Hh/06lhYWAwAS9xYWFjsSL7whS/gyJEjcDgcCIVCuP3221GtVnHjjTfiox/9KH7pl34JoigOejUtLCwGgG3QK2BhYWHRLsvLy3j961+Pj3zkI/j5n/95lMtlfO9734OVA2xhYQFY4sbCwmIHsry8DFVV8ZrXvAZTU1MAgCNHjgx4rSwsLIYFa1jKwsJix3H06FG85CUvwZEjR/CLv/iL+PSnP418Pj/o1bKwsBgSLHFjYWGx4+A4Dt/+9rfx9a9/HVdeeSU+/vGP49ChQ7h48eKgV83CwmIIsMSNhYXFjoRhGDz/+c/HBz7wATzxxBMQBAFf/vKXB71aFhYWQ4DVc2NhYbHjeOSRR/Dggw/ipS99KaLRKB555BGk02lcccUVkGUZJ06cAADIsozFxUU8+eSTcLvd2L9//4DX3MLCoh8wxJpeYGFhscM4efIk3vGOd+Dxxx9HqVTC1NQU3v72t+Ntb3sbZmZmsGfPnjXPue222/DQQw/1f2UtLCz6jiVuLCwsLCwsLHYVVs+NhYWFhYWFxa7CEjcWFhYWFhYWuwpL3FhYWFhYWFjsKixxY2FhYWFhYbGrsMSNhYWFhYWFxa7CEjcWFhYWFhYWuwpL3FhYWFhYWFjsKixxY2FhYWFhYbGrsMSNhYWFhYWFxa7CEjcWFhYWFhYWuwpL3FhYWFhYWFjsKv5/0O8vzrT2DuwAAAAASUVORK5CYII=", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 7 + "source": [ + "analyzer = bp.analysis.PhasePlane2D(\n", + " model=[int_s1, int_s2],\n", + " target_vars={'s1': [0, 1], 's2': [0, 1]},\n", + " pars_update={'mu': 30., 'coh': 0.14},\n", + " resolutions=0.001,\n", + ")\n", + "analyzer.plot_vector_field()\n", + "analyzer.plot_nullcline(coords=dict(s2='s2-s1'),\n", + " x_style={'fmt': '-'},\n", + " y_style={'fmt': '-'})\n", + "analyzer.plot_fixed_point()\n", + "analyzer.show_figure()" + ] }, { "cell_type": "markdown", @@ -434,60 +571,93 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "7cc96eac", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:25.424056Z", "start_time": "2025-10-06T03:34:21.480126Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:54:12.943465Z", + "iopub.status.busy": "2026-07-08T14:54:12.943286Z", + "iopub.status.idle": "2026-07-08T14:54:16.407768Z", + "shell.execute_reply": "2026-07-08T14:54:16.406445Z" } }, - "source": [ - "analyzer = bp.analysis.PhasePlane2D(\n", - " model=[int_s1, int_s2],\n", - " target_vars={'s1': [0, 1], 's2': [0, 1]},\n", - " pars_update={'mu': 30., 'coh': 1.},\n", - " resolutions=0.001,\n", - ")\n", - "analyzer.plot_vector_field()\n", - "analyzer.plot_nullcline(coords=dict(s2='s2-s1'),\n", - " x_style={'fmt': '-'},\n", - " y_style={'fmt': '-'})\n", - "analyzer.plot_fixed_point()\n", - "analyzer.show_figure()" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "I am creating the vector field ...\n", + "I am creating the vector field ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am computing fx-nullcline ...\n", - "I am evaluating fx-nullcline by optimization ...\n", + "I am evaluating fx-nullcline by optimization ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am computing fy-nullcline ...\n", - "I am evaluating fy-nullcline by optimization ...\n", + "I am evaluating fy-nullcline by optimization ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am searching fixed points ...\n", "I am trying to find fixed points by optimization ...\n", - "\tThere are 1212 candidates\n", - "I am trying to filter out duplicate fixed points ...\n", + "\tThere are 1212 candidates\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am trying to filter out duplicate fixed points ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "\tFound 1 fixed points.\n", - "\t#1 s1=0.7092805209334905, s2=0.023963663041994578 is a stable node.\n" + "\t#1 s1=0.7092805209334905, s2=0.023963663041994595 is a stable node.\n" ] }, { "data": { + "image/png": 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tLrvsMrz73e82dAwAmJyexDvf8050dHTA5/Nh7969ePjhh+s+p5WWuuiSi3DlJ6/Epz71KXR0dCAWi+Gaa66p2i6RSOB973sfotEogsEgXvayl2Hfvn2656MHO3obsSzqRn58Ha1NSRGJIDGV0PwbRVOORi1qkYwnVdsFLXRt6DI8DphBdjErvzMNXm9v2IvYVufcp2ePzGJxdNGRfQGNpRu8j8fwmcMtSUPV4i/e58YqdNNSRoVSetymhrRwK2TjS3ccxodeskn3c+puja647WpudIiB0ciN7vZ29TY2U0qm9mGzUklX87NG2+dLIs74t3sMfdZpHPzHi+Hl2abPcTwex1ve8hb867/+K173utchnU7jvvvua0qOmkV+crkcvvSlL+EHP/gBhIKAK95/BT5z1Wfw/e99v2ofVpHJZHDxKy9G/0A/brvtNsRiMTzxxBOaVVF61/DDH/0QV155JR5++GE89NBDePe7343zzz8fL3/5ywEAb3zjG+HxePC///u/CIVC+I//+A9ccMEFOHLkCDo6mvs0AfJ7WOnPVAlDJpLL2lEboPXkJr2Q1l3khGIh4z5NFpBP5kGztOZ47w64Ee4PO37MQrqA6YPTIBIB5+EgCfULNN7Lo++UPkeifoQQzB2fq/IPagZ3wG2oCoqiqbrnXklDSYKE6YPTiG6MtrSNRZvc6GAt0lIA8OAxOccp1g6AdtNSLSoFt5uWslspZTjyo0NMGM5g1EOUdKNXTmhubG1vs1JqLdEsLRaPxyEIAi6//HIMDw8DAHbt2rW6vUWSXy6X5V50IxtQypXwwQ98ENf/y/Xmz1/n+D/9n59ifmEejz72qEo0Nm/erLm93j5O23Uarr76agDAli1b8PWvfx133303Xv7yl+P+++/HI488grm5ObhcciXMl770Jfzyl7/ELbfcgg984AOGzr+Q0Z+IjIiJ9fQ2vJdveQl4OV+GK+BCMV1fktwKcqEgPZ9GajYla5JCbhSS1fewZ2uP4+mwcr6Myf2T6vtSzpdlDyI3p0ZwGZ7BwGkDjpA6SZQw8+xMwxL3SrBuFgO7BjD2+JihzxOJgGEZiIIIiqbQs7UHwZ4gUrMp2TNohbgNnDbQ7i211qglAZWW6Yag9TGN373+zAF87Q/HAACSRECv7J+AyJ+vHRcNH54CzdEyGavgKYZNw2g5wqG0n1B/bTAtRdGU5urDaOSGoinwPh6SIMlEaeU+GA4F04DL74IoyO7EyqBhlBhIogRP0ANRECGUhKp7YJRgcW4OkiRBKktVZM/oOdAMDZffJTvgFsvqPTBKjjwcgyc//VLV2VcBRVNw+ZpPTIQQlPLl1e0rnkXexzV8ljwrA7DS6qB2e+U92r17Ny644ALs2rULF198MS666CK84Q1vQCQSqeoNpiXGbQSv14tNmzapvb16e3sxN19d0mtnUH366adx+umnG4qg0Ayt+d7uOm1X1c+9vb1qT6h9+/Yhk8mgs7NaV5HP53H8+HHD50kzNFwBFyiaglgSVS0H7+MNTZIURYH3yp8VSoK6/ZqkpKYTEIoCGI4B7+VRzBQhiVJLy79FQVRLv4lEUEgWwHt51WU8MhBxvFWAWBZlAXFNKl8si5AkCS6/C6VcCQOnDjgS6RBKAqaemWqYdquEJ+TBwGkDalTJKERBhDvgRmx7DAzLYPqZaWQWV+UXueUckvFky9yt2+RGA0Qi6gstCZJq+S5KIkq5EmaPziLcF274goViISxPLlc/DKS+/cJ7X7hBJTd/OjqPl26TRWrBaBDJ6RpXSgqG2g4AgCfiqWp6pvTSMZrrdPvdSEyubq9oXUI9xvLcvIevEsXRDA2GY5pun5xJYml8CWJZrCJFFCWTNXfQDSKRppMby7NVJlQUQ4HlWIT6jJ0/y7Mo5ooqqaEoCqyLhT/qNyVkrUwJsDwLV8AFV8DYwEwxVNU10CwNlmcR6DHWLI+iKXhq0qsURal9voyAFWqcqin5uzRa8QWqPnqj9HQCAIZhcOedd+LBBx/EHXfcga997Wu46qqrcP+992Oof0h/txTV8DngOK7qc8AqwaMoSu63VEOYyuXGIs5KeLzGq4TUxpsV505RVFWbDOX3SsQ1k8mgt7cX99xzT93+aoXJjVDMFqsiHzRDg/NyCPc23wchBNnFbBUxZ3gGbr+75ZqJSkdipfUDRVPwdfjQMWQsJWcFCycW6qLOSl+zUG8IXSNdjh5PkiRMHZjSbJUDyPICQggG9wzCHbRPqkq5EiafnmxY3l6J3p298Hf6ET8Y1xWWNwLn5VDMFDF7dFa7t9Txefg6jLWyMYu2oLgGhXQBxx86jomnJmT7/ZoBsJAuIDGVwPgT47qpF0A75wjUh7nDFT1dihUVSpqhbGJcM1OruSESgSRIhiMntbleSZQjMIb1KjX3RhLl6APn1X+Ii5kiZp6dQSlXqju+Ygo4d3QOx/98vGnetzalQ0S5T5TRFZ9YrjbgU/pM8W7jofjaAUQoCaBpY80igfprkAQJQlEwfA16z5+ZfH3dc0iaO/s2O4faTu0UReH888/HtddeiyeffBI8z+PWW29tuF+xLKKYLTYtl9V6jwghiHZHEY+vCoxFUcQzzzxj7Pwhp86eeuopLC3plwrrbU8IaRqBPeOMMzAzMwOWZbF58+aqf11dxifY2pSOJEooZoqGyEkxU6x7j5VqmFY3i9QqwSYSgcvvgjfcmnYPuWROV3/Cciyim6KONjklhGDm2RnkE9qCbWAlFbVrwFAKsRlyiRzGnhgzRGwomsLwmcPwBD04+ejJqoiLGeQTecQPxXVlDpIoYebwTEtS6G1yU4O5Y3OGmoVJotSw34ruBKLxHb92Tx8A4HilAVILSsHN+GpoPYxmGptpVUuxHNvw+I30AbX7buQaCqy/mFchQ1a3B7SrpVh343tYfRLavzZVxq2xD1NixibbP/zww7juuuvw2GOPYXx8HL/4xS8wPz+P7Vu3AwBKpRL2Pb0P+57eh1KphOn4NPY9vU9NzTQSjgP65OSlL30pbr/9dtx+++149tln8aEPfQiJRKJ+e51B9y1veQtisRguu+wyPPDAAzhx4gR+/vOf46GHHjJ0fL1mnQouvPBCnHvuubjssstwxx13YHR0FA8++CCuuuoqPPbYYw23rYTWIsDtdxvS3umt1Fvh7VKJfDKvnTKhWqe1kSQJs4f1+zN1b+l2vLHjwskFpOf0NS8UTWFglzOpqNRsCpP7Jg0VxLj8Lmw6dxNYF4vxp8Zt9c1q9n4Cq+kpp9FOS9Wg2UqwEo0eOqOCYgDYFpPTDIdnVh900qipjwFokRszngJaBM+o3gbQFhQ3ixq5vMbz6Hp9qxRoEQOKMtETymYZtyRImt+BXXJjZvuWedyYbShZt4PV/w0Gg7j33ntx4403IpVKYXh4GP/2r/+Giy+SXcfj8The8MIXqJ+/8as34sav3ogXvfBFuOO3d1i+hve+973Yv38/3vnOd4JlWXziE5/AS1/6UsPX5fa4cccdd+Dv/u7vcMkll0AQBOzcuRPf+MY3qj6nJ+xvFrmhKAq//e1vcdVVV+E973kP5ufnEYvF8OIXvxg9PT2GzpFIBJIoga5Zw3rCxqIAeqv1Vutt9JotBruDxs0rTWJpfEk3NeTv8tfJCewiMZ3A0njjqF/fKX2ORMgKqQJmjxlrTBnuC6N7czdyyzlMPTO1ZkUJ8yfmEewJOup70yY3NQh2Bw25NHIermEOVLfPjMbDsl2L3LTAodgUudEgeWZWLlrkppnOwxVwgffwKOW1B5lKNNMeaa02zEQ9bJeB6xn4GejA3GgfpsiN1jNk0DxPd3uYi/xo7aNy+x07duB3v/td3XbFbBEgwPDwsK7PCqDtmP3ud79b9atRjv+aV7+maj88z+Ob3/wmvvnNb+rue3R0FOVCWSX6ldtTNIXh4WHccsstmttec801uOaaa9Rn+Tvf/s7qHyloaml++ctfVv0cCATw1a9+FV/96ld1z7ERiEQ0I0TeUPO0jlASNKM+npCnpSXY5XxZt4InMtCaVgvFbBFLY9pEg2Zo9GwxRiaNIruYxeyRxl28e7b0OBIhyyVkksLyLEpCSTeaCwDRTVFEBiJIzaQwc9i+oZ9RuPwuxLY7b+jXTkvVIDIQMTSBhPsau2PqRm40VpLbYvJEfXw+g5ISNrSZltI6jpl0glbkxsygppmWakJuKIpCMNZcC8C5uaaiQq20kt2oCcMxhl9Au+7EisbJ6vaAzjNgN+piZh8Wn2GKogwRaSPd2e2+B3rb23kPDVcs2oQeOTXkb6OTkmp1Lym9PlKekKclOh9CCGaP6Ec1ohujjpr1FbNFTB2caviZjsEOR9JvlamoUq4Et1/7/lE0hb5T+hDpj2D++LwpYsPwDCIDEXQMdsAdMvn9UEDncCeGzxjWPTc7aJObGhix1TbkjmnQxA8A+kJuBNwsBIngxEJG93ON9lsLu5EbTc2NCXKjlTYyImY2InQ0YtutGfUwEdJuhV4GsO9ubDdyY0tMrO7E3vZGzsHIs2akO3sr7oGZyJddcmUVhBDNlJjL5zJ0b/VSUq3U24iCqKu96BhsTYVUMp5s6OBstLrSCAghWBpbgtunP5EHogF0bbRXkUUIweL4IuKH4lXPbyFdqBMmMxyDwT2D8AQ9mHhqQjclqIWebT3YeM5GEIlgaWIJxXTR8Pjk8rkwfMYwujZ0tex9aJMbDfg6fQ3zysHuYNMBgqIozUlAbzW9racmNdUCQbFdzY3RtJRS2VQLI+XHnJtruLIM9YaadsElhGgK2YzqZYDWkBuGNx75ccLArxWRG9uVUgbPoZmnlJF7afce2CUndvty2YGeGNxI1IZIRNOZmHNz4L2tM+5LxpPaOjVPaxpkCiUB88fnNf9GUZTjZn0LJxeQmkshn8prfg+ekAex7fbaKhBJjkQtnNCWVlQem/fyGDpjCEQkGH1stGH6txKMi8HI2SNweV0YfWxUrTAzYtEBrERrzhxuecVdm9xogKKohtEbo6ZDWg+p3mo2tTIZfuE3hxp+zvCqWaP9wloJiu22XtAjlgzLILopauj4WhPLWop5tRrfORH5MbwPm5VSuvswMWLY1ezoPq+UQSNFJ6rF7Gy/juRGz0ndiJg4l8hpjh++Tl9LG1Xq9ZGKDEQcOS4hBJmFDBZGF5BbziGzmAHv5TXtNTqGOxw1CqwVEOeT+arJnfNw6D+135buRBIkTD0z1bTyKJ/KI9wfxuCeQaTn05jYN2GoQhgAujd3Y8PZG5CaSWH8yfG6ca6UK+kSaKWvVCujNZVoC4p1wHt5eMIeTQ8Co2ZKml43OgPukVk5DLygmLa1ohTcqEfOSpVFLWy3XjBoHOfyaw8qHSMdhs7BbtuDWo8bdfu1JEda1V4MZdhnw+7EDKy/ZkfvXFnemDDcdn82ux3RdbZfC82NXm85I2Li9SgBL+VKmhM7zdKONchcHF3E4pjcIHIRi6oDPM3ScAVdavk57+UdNQrMLGY0BcSFdAG8jweRiO22CkJRwOT+ySrTTy1QDIX+U/rhDrgx8+yMYf8ahpNbP4ACJp6YkAX/Osin8mDdbNU43DHUgc6RzjXTmwFtctMQ/i6/JrkhhBgaIDUjNzoD3ou2dOG+o6uhRL1KF6Owk5bSK4c3+vLZ7Qiut71Rd2Y9jxrD3bifox43RjQm6jnYLQM3UOlkZB9Obw+YSI+2iJzY7e9mp2GnUWjdO87DGdJ8SUQC7+WrSqMphjJcQm4FmYUMitkiOA8HhmNUohHuDTtSRUMkUq8nWblFkiChkCrA7XdDKAvo2dbj2CRcSBcwfWBa9+8Mw6D/jH4wjHViU8wWMfn0ZFNPGZZn0b+rH5ybw+jjo4b9a8J9YUQ3RbE8uYyF0YWGFVcAZJPOlYec9/KIbY85YkJoFm1y0wBajeFolpZziwaiIC6/S56oKagDml5q5qpX7cArbrwPgBy9cfMs3AH36iBlwp1YObayMiGSPFEZjVxQFAVvxKtaf0uSbMFvlJwwPKOGJpUokCQad0fW68tllFwxPAN30K1a7ytNMI1eP8NVbE/IqjuzCc2Or8OnOlwTiUAsi6bIDe/j4Smt3kOxLJrSOyjtNir7k5l1J6ZZulq7QcxFbiiaWn1mCeqciS3D4C4oqub4ML4wAezfQ5qmQWiyuj0BQJu7h2agPKsUKPV8eS8PjuEglkVD1SyEEOSWcigXyqBZWn3mOE/jXmJ2IImSSjzK+bLcNJJnHO2+XS6UmzY9LmQKGNg1YCi6ZeiYNc0wa8F5OPTvskdsFD+aZtfG+3gM7JKbVE49MwXezTclNzRDI7Y9BpfPhYl9E4Z7UVVuG4gGHC/xNoo2uWkArTAskYjhL8sdcNcZNemJqLZXlEAfnE7hvJFInc+EkTJpBTRL1z2Mvq7mojxl8C9milV5WM7TWOhbdWyGrqtACPYEDa+4tfK/Lr/LVAly7bWH+8PGJ1aN7X0dPsM5eIqiUEgVqtJzNEMj1Gs8vC6UhLp72LPNuN+GlhiWZmnjEztF1fVEAsxVzIHUp0dY1sSQo+NubDj6BFJ3fJo10fyW1EdvGI4xFbmp3V7peeU0CCEo5Up1fbRKuRIESX4OB/cMNt1PKVtSo4ZKRAMA+k/tb8VpA5BLlmvfebEkIhQLOdZzSC8aWwXKnIlrI+g1w1SgpHnspKKKuWJD8qTAG/ai79Q+lLIlTB2YUs/J5XfpprFcPhd6d/Yil8jJVVcmGmZ2DHWga2RtdDWN0BYUN0HtQGbmSzaTlgKAV5/WCwB4prZhprI/E/FsK4Li1GwKxx88jqP3H60fbMoiZg7PILucbepaacXArxJaTqFrWsatJQY2Yb4niVLdPTCTUgK0dUNrXgZeswszlVKOnEOLPGqMguVZ3Pab2wAAY2Nj8AQ92Ld/n6Ft3/3ud+MNb3qD+vNFl1yET376ky0b8KXaBqcaiB+Ka1ZBVUJLg+EOuk29v2ZACMHyRH35Mefh4O9yTuNjKAVD5HvUrG9dM0iSLOzVczymaAr9u/o1MwNGUcwWMblvsumCK9gTRP+ufqRmUxh/aryKbJXzZc3vNdgTxODpg8gn85g7Nmd4zuM8HIZOH0J0Y3TdiQ3QJjdNYSYVVLetxhfc6EE5tV9e2R+YTmnnNe1qbhqElRUzKz3VvCRISMaTmNw32bQ7rFjUKCM3mpKC9urJTEqmVXoXo9DKfZshR4AOwTJjPa8RpbZLTMyOFrYFyYTgpu/fhAsuvgC9Q73oHerFK1/1SjzyyCOGt7dzfC2YWmBUHP/mH92Mqz979boO+rnlHCafnmwoBs0s1JMbJ0lGLbKLWU1HcqcqpBQYitysIJfQ7xnYDGozTB3vHADo29lnS4OSS+Qw/uQ4hKLsIq0XUe8c7kT3lm7MHpmVe/HVvA6SKFXNb0r5e3RTFLOHZzF7ZNZwtD7cF8bI3hHDn18LtMlNE2hNakaZrGlys2IYdWAqueaCYjMDSXapMbmxG7nRmkDMVGqsN7nRGqzNRl1qB2PWxa6tmNcmMdE7B1NiWgq497578aY3vAm/+83vcM9d92BwaBAXXXQRpqYau7wC9iM3mqdksYy8o6MDwVCwZXobw4swAt2JV5ksa9HKKqmlifq2BwzHOFYhpUBrsaAHvWpNI1gcXWzYDLN7S7ctspieS9c1wMwna3xzKNnoNBgLYuLJCaRmU7r7K+fLcAfcYHgGQ6cPgXNzGHtsTG2BkU/kG0aHWBeLgdMG0LO1Z920NXp4bp3NcxBaD7pRTwCtgVC3ggLAKX2ypmZ0MYe0VimwmVWj1sDeZAA0apTVjJ1rkhsTFuZ6Rl5G0RJysobHF0v1Pj1mtQe2J3YdvYvhzU2ktW655Rbs2rULHo8HnZ2duPDCC5HNZgECfP9738ffvP9vsPu03di2dRu++53vQpIk3H333brHvuaaa7Bnzx78+Mc/xrZTt6FnoAfvePc7kE6n1eOPjIzgxhtvrNpuz549uOaaaxpeV+U9OHDgAF796lcjGAwiEAjgRS96kdqtvPbalbSUgpGREVx33XW44oorEAgEMDQ0hP/8z/+s2mZiYgJvetObEA6H0dHRgde+9rUYHR3VPi8d01AteMPaglmtlBTnaZ1xXz6Z1yRa4X5nKqQq0Swdp6BzuFP3/jRDKVdCeiGtG2GNDEYQ6Y9Y2jcgE8Hpg9Oai4Z8Mg9XwAWaoTGwawAMz2Ds8bGGUTpAfp7D/XLUJTWXkquuasZvoSxovvvBniBG9o60vJGqVbTJTROwXP2kbFR0ppUGahS5ifh49K+UWx6a0WD/NiI3RoSYRioTXH4XAt2NO+TajdzURi3MdPMG6vPrNEMb9ocB1l+zY/f4wMpzRghQzqr/qHIOKGUN/SOFTNW2prfXIPFaA2Q8Hsdb3vIWXHHFFTh06BDuueceXH755bql6Ll8DuVyGR0djX1Ijh8/jtt+fRt+8bNf4Oc/+znuf+B+fOkrX7Jv4LfyDk1NTeHFL34xXC4X/vCHP+Dxxx/HFVdcAUEQdLevff9uuOEG7N27F08++SQ+/OEP40Mf+hAOHz4MACiXy7j44osRCARw33334YEHHoDf78crXvEKlEr15JuiKEPVTNFNUV2yopmS6vS3LNqkFbWhaMqwSapR5BN5XWGvAnfQjaEzhmSDOQvXK5QETD49iVK2BFGsr2wMRAOIbmxuQKoFQgjmjs3puikrcPlcslYmlcfU/ilNr65KcG4OQ2cMweV3NWy9IJbEqugNwzHoO6UPvTt6W9pE1S7a1VJNoPXl2YncNEtpTa346nzq1mdw07kD1fszwW5qyY2RlZAn6AHv41HK6nflNmJJbrX1goJazQrrMt7Nm0j1HjNmxby129Msbaoj+nqnxdSoiZCD+6sbDW9XCRb2BgfyqQkANZOoxlcQj8chCAIuv/xyDA8PAwB27doldwavqeSgKAp//+m/R19fHy688MKGx5ckCf/5rf9EICAT8bf89Vvwx3v+aNsnSME3vvENhEIh3HzzzWoF1NatWxtuU3vsSy65BB/+8IcBAJ/+9Kfxla98BX/84x+xbds2/PSnP4UkSfjud7+rbvdf//VfCIfDuOeee3DRRRfV7Z9m6IYlweG+sG5nbUmQkFuu15q0Sm9TypU0yVQoFnJcvBw/HNf9G8MziG6MIthjPWUoiRKm9k9VVZmVRTndo2hirLZVkEQJ8WfjyMw3NtvrGOpAZCAiF3000UQCcvVnbHsMqZkUFk4uNC0SKaQLcAVc4HgOPdt6WiYwdxLP/TNcZzhObpo8RAqmkhqKfRuRGyPkhqLkVdPc0TnNv4diIUNCuFpyUuV30gSSINWtOEyJeTWiRma2l0SpjpyZrWpoCbkxI0g2XtDXOhhMa+3evRsXXHABdu3ahYsvvhgXXXQR3vCGNyAUqtdc/NuX/w0333wz7rnnHrjdjT1bRkZGVGIDALGeGOYXGq98q06/Cbl56qmn8KIXvUi3tNuI3ui0005b/RNFIRaLYW5Ofvf27duHY8eOVV0DABQKhdXUV+3uG7xjvg4fujd3606wWlWQDMu0zHxtabI+agPIqRsnkYwndfU24b4wohujpqK6tSCEIH6wvsKKEIJCuoBgbxDdG7stpdnEsoipZ6YaipMBecEZioUwfXDaELHpHO5EMBbE9MFpTZNaLfg6fOje0m16obieaJObJtB68FsZuekJujCb0smTmpFM1JSCGw3Hh3pCmD82XzfQUQxluFttLcEwapcPaFc1mNHraBGDtWyYSQipG0zNNMx06hwoUADrReGjJwDI5NYMSStmi3XPgMtn3GuISDwgVb8nWtsyDIM777wTDz74IO644w587Wtfw1VXXYUHH3gQA7HVyOVXvvoVfOnLX8Jdd91VRQr0wLHV90sxdFRA03Td9ZXLq/e92SLE49Gf9PWaVtadI1d/joomL5PJ4Mwzz8SPf/zjuu2iUe30hl5aivfy6NvZ13AM0Iqi+Dp9LanuIoRoTqr+qN9WeXQtJEHSbHsAAKG+EHq2GveN0oKSLtLtoN7lR2yrtYiNYgCoV04OyGN6384+uINuTOyTWyKwLlbXqZhmaPTu6IUkShh7bKyp8Z9yjOimKMJ94ecNqVHQJjdNoBm5Mai5sUJufnDFObj4xnsBAJmyCH/F8VudlgJkMse62boJOtIXMRSKVNx0K2GGnGh287ZJbtYyJSQJUt29N6uXsU1ulGeMogBOFvtRHAPwJvZRYuoFwS7jXXyJliBeZ3CkKArnn38+zj//fHz+85/H8PAwbv3lrfjbD/4tAOCGG2/Av37pX3H7r2/H3r17DZ9DI0SjUcTjq+mKVCqFkydPrp5/k/f0tNNOw3//93+jXC7XkRS7Pa0A4IwzzsBPf/pTdHd3Ixg0Zt6pN1kNnDbQMDpBCEFmae1KwPOpPEq5Elx+l2w+uJIG7xh0rp8TIKejtL4LT8iDni32iA0ALE8u6zb7dAfd6N3Ray0VJUhyqbdOjz5Anpf6d/WDoiiMPT6mjpssx1Y5aivgfTz6T+lHZj6D+ZPGIpguvwu9O3odbSCqoJgtQhKklpaOtwXFTaBFbqRyc8YLmK+WAoBtsQCGOmS1/uFkTQTHaLUnqW98aSZyoPXZUJ+x0kytqJYZj5v1Jid2U0JOiIHr9kGZ0yy1xMDP5Are6Dk8/PDDuO666/DYY49hfHwcv/jFLzA/P48d23YAAL70lS/hH//pH/Htb3wbIyMjmJmZwczMDDKZxhoEopkXW/3fl73sZfjhD3+I++67D/v378e73vWuKhv8ZuTmIx/5CFKpFP76r/8ajz32GI4ePYof/vCHOHz4sCNl9G9729vQ1dWF1772tbjvvvtw8uRJ3HPPPfjoRz+KyclJzW20xhbeyzd9/hRXcnfALbcdWSk+8EVaUwWjuLYXM0WUsiXwPh7hvrCjKbBCpqCpU6FoCgOnDdiOQqTmUroCX7sdvmmWbti4UzHLK+VKGH9ivGpBWMqX6sgIzdLo3d6L5cllLE4sGhqPO4Y6MHzGsOPEplwoI/5sHKOPjmLm8IwpU1yzaEdumoDlWfg6fbID6IqlvVEfBM7NwdfhU4kGIcTQw7JnMIzxpRxOFEW8sILZmvFfCEQD8kO/8g6baXrHe/gqMSfFUMb7SnGM2hOLpmmAAnxh44Mk7+PBulkwLAOKlitAjHZhBwCX1wWWZ8HwjNxFm6ZN3Tfew4PhGDWVRNGUqUGX83CgGRosz6pW/2ZLJV1+F0AAmqNB0zQ4D2eKXCifVQdwyhy5rdyHur3JvkJqdZ5yChSlXU4aDOLee+/FjTfeiFQqheHhYdxwww145StfCaEo4Dvf+w5KpRLe+o63Vm139dVXNyzbpiAfW7kHtcf+zGc+g5MnT+LVr341QqEQvvCFL1RFbirvoZZmrLOzE3/4wx/wf/7P/8Ff/dVfgWEY7NmzB+eff37VxKn2pjI5l3q9Xtx777349Kc/jcsvvxzpdBr9/f244IILdCM5WpEbIxWQ+WW5mkjVmlFAdIM9LYoeitlinS5EKAjo2mMs5W0ERJKN9LQQ2x6zXWaeS+Qwc0h7/0pbBbuC28hABOViuc692R1wo++UPixPLGN5Sru6qVaIr0SCFCLh8rn0mxu7WPTu6LVcDq8HoSRgaXwJialEVWuQ1GzKVFsaM6CIUYXrXwhSqRRCoRCSyaThcO/U/qmqvGrPth6Ee8OGtj3x8ImqFM/Q6UNNQ3E33X8S//ibg3hBjw/Xnt67uu0ZQ4Yn2vEnx6uEaL07ehHsMXa9E/smqionWBeLTeduMrQtIQRH/nSk6ncjZ40YXgGk59NVXXQ5N4eNLzBe8bM0voT5E6srKk/Qg6Ezhgxvn5hOVOXpOQ+HjecYP34xU8ToY6NVv9t03iZTg93JR09WVaxFN0UNhewLhQJOnjyJwf5BsFTF8SjA7TeRUtKoVOLcnKmyz1K+VCUMp1lzmh+hJFSnKE1eQ9320O/rpoVSrlRFFsycv1gW66JvLp+r5e7ElaLWYqmIsfExbN2xtan4eubwDJLx6pYvG1+w0bG+TpWIH4rXmcp1DHYguslambQWFscWsXByoe73wZ4genf0amxhHMVsEeNPjmuWWVM0hcE9g45FoAghiB+Kq6aAvk5ZFD5zeMawEFgPnpBHs/9f95ZuU5WhzSAJEpYml7A8saxJvlkXiw1nbzBMOM3M3+3IjQHUhvGaeSZUonZAy6fkB8odcOsOdrsHwwCAZ5cLVV2M10JzA9Snlkxta7MMvHZSMKO30drebtsDu5VSFGPOo4cQUufTY9rjpiYlY3pStWngp7UPu+7Gtre3mVYzc3zN1HOLtZhWW00QQuoEsS6/qyXEplwoIzVXTWwoitItT7eCYraIxdHFut/zPh6xbTFb+xYFEZNPT+r6x/Tu7HU0tUZRFGLbYxBKAngvj1AshImnJnQFw2aQT+bBeTiU83L399jWWFP/MjOQJAnJ6SQWxxYbFuAIRQGJ6YTjeiugTW4MoXZybiT0AmQCM3d0rm71B0DN0/JeHsNnDmsSh1P6guAYComSiNm8gJh3ZaCxY+Jno0eWKUFwqb4M3Ex42+7EXusubFfvYpYc1R6fd/PmJkYHBMlEIkAFn3KibcJak5Pa3limjy9ZP75WR3U7rSvMdDK3Cq1VsZF3vpAq1C1IWiUkXppYqiO9wVjQ9AJGD4QQWceh8fz2buu1HTlbnljWrUbq3tKNQJdz5EABTcuOw6m5FCaemmioUaEYSrNhciN4O7yIbYuZ61vXAIQQpGZTWBxd1NQfamFpbAmh3pCjESOgLSg2hNqVd7PIzfzxeRTShYaldqVcSbfMz80xKK88pLeMJsyd7ApqH3IzmolaMmJG0V5nwGeiDByoLwW3TU6eZ+RI093Y7CrarhhYawA1G7ip3YfZpptOR17WsvWEZP3dswqzveQUaJWAt2KSFkpCXeoLcLZCanlyGYVUvT9Yx2CHKd2eFhLTCSyOLaKQKsiauIpba7etQiMQiWDh5AJmD882JDa8lzcVNeJ9PAZ2DWDwtEFHiA0hBJmFDEYfG8XMszOGiQ0gR8T03JHtoE1uDKAuclNuHLkxokanGMpQyuPX4/UDghHUhsbNpJbs9DXS8rgxAztpKc2UjllyUbCZlso7S85ohjZtcW4nagFoR13sdhS3HT0yu+i2EfmxU+2kGfWxETU1irpIrYHvjBCC9EJ1mxfOzYH3Od9LKjGVqLsvgWjAsb5VpXxJU2fDe3h0jnTa2nd2MVulwytmiuBcHGiOttVWwQhK+RIS04mGn/F3+dEx2KHpMK2HSF/EsXtPJILFsUVMPTPV0N1eCxRNoXO409HUpIJ2WsoAzGpuOgc7m9plh2KhllQjKKgz8TMxwNbmSE31ddJonWAGdtJSQlGomxRNNawsi7bckQEHIjc2I09asF3GbTbq4kRHcbtpJRvXYKeU3m4ZvhUQQiy976VcqY6M+7uc7yUlCZJmZU+jcmezSM2mwLBM3eLKbnVUIV3A1MH6DvTlfBmdI53oGOxoacrR5XMhti2G+CHtFhJdG+Qqs5nD2tVbesgsZgxV0jWCEq2ZPzGPcqEMzs0Zj9hQskN053Bny1o5tCM3BmBWc+MOuptWJjULY/7u4y9S/7+gTLhGfW6k+sHdzAte6+NjitzU3BszHjeSKNUZJNoy8KNMbm+z4SUh2n2tzMAuOXIkauJw5Aew4LNjY3vNtJIdQTBlInJjtxu7BWimpAykwjQbZbZAb5OIJ+oWDd6I11T1WiMUs0UsjS1BFMSqFHpkIGLLJK5ckF2CtXQsysTsdPdyLQR7gnVtKWiGRv+ufohlUTNi1Qx2G17mU3lMPDWB6QPT8rhJjI/1wZ4gNp69ET1bWtujqh25MYDaB0ESJBCJNBy0ohujSM+nNQc7X4evaUhwW08AUTeL+YKAZ5MF7Ok07jugVa1hNO9PCKkjGGaEXnVpqXV0FzbbB6VUqA6pmm2bIJbEuu/bbrWVaTGxE5EDm5VOdsmF3ciPbXLloJgYsHD/TMIpvQ3DMY47xhJCtLU2DkVtFE8bxXgyn8yD9/FgWEaNaliBWJYro7Si9EpJ9lq2I4huiKKYKSK3nAPv5RHbEcPMoZmG7Rn0QNGU5ftfypewcGIB6fl03d8KqQJ4L697Tv5OP7o2dJnyHbODNrkxAJql5d40FYOmUBYaCrFYF4vOoU4sjNazaiP5RYqicGqHB3+cTuOZZZncGC0F11ppmGlcWQtbaSkb3cAZzmRPJrt6l9oycLc5YlIrRgbM9bUCHEhL2SQWgL3JXXP7Na7Wcpoc2Tn2elRKUTTVNCZfLpTrmj22IiVVLpQhFAV4Qh6UciWIZRHugNsxk7jlyeW665DKEob2DFmOqhCJYPrAtOYk7fK7mvbpagWUPlILJxcQ6g3JxMtgj0NAXqDyfh6egAfhvrDpiLBYFrE4tiinF00643lCHkQ3RlvaakELbXJjABRFgeGZqslXLIlNVeaRwQiWJpbqzMC8EWMv9qmdMrk5sGzOsElrsDM6aGm9MKZKuW0Iih33uFlnvQzrYk1VyjiR1nKiymi9PWY0B08zWSkNMbJdgmIUmkSjhdDS29AMDRGNJ75SvgR30C03SF3ZvhUpqaVxefzLJ/MABXjDXkQGI46QqGK2qJmS6dnaYzntopST5xL14lzOzWFg18CapKK0wHAM3EE3xp4Ya0owWBeLcF8Y7oAbLp9Ldmy30udKkpCYkivF9Px9KlHKye00Slm5DUTXxi74Onzr0nSzTW4MguGqyU2ziilAHmQ8YU+V3TjDGn/IdnXITPdQogBRIoYH+LpKKRMTbF1KijN+vlorbjMERRIlMDyjhoJNRy0omUwpBMssOQHkSIsiaja7vSRK4DycLGyWiHliIhJ5+5Kg6p7sCoqtDCq1UUpLEzSF1QHYLLchpGp7s9VaAPBP1/8Tfv2bX+PhBx7W3fbd7343EokEfvnLX1YdW+kYrpAcM++Pcq+UNIlVcqN1bk2Pu3LPaIaGKDYmN4VkQS2bdvlcYN2s85b7RQGpmQrTPgJwXg7+TvskSs/TJtgTtEXSFkcX6xyUAXmB17+r3zFPHrOQBAmzR2c1z60SDM8gujGKUMxeSwNCCNLzaSycWDBV1q30JOsc6kSgO7CuncTb5MYggrEgElMJtaLG7TMmhgv1hqrIjStgPN94ykgn8Kcx5EWCp7JlbDc42bp8LvklJABomOptpFjc0wwNmpVLHY2CoigwrExOlB5TZggCw60SG4ZnLDlmKsSGdbGmzh0AQFartawcn2ZoNbVFs7TpAYZiKJTzZVnPRVHwhD2myzVrU5dmV7BaxMb0BF1DbMyac1EUpW7//g++H8l0Erfddpu5c6iY88wcn6Io9Z6rDUTNRI2k6lJwu8LNZlD71q0ck6JlR+yyWD8h5RI5lHJyxCY1vzpJFrNFhPpCjkckliaW6siHU742Wp42DM+ge3O35X2mZlNYHKt3N6YoCv2n9rekO7YRFDIFxA/Gm+prfJ0+9J3SZ9tXSRRFTD09VdeeoRkC3XJZfCvcra2gTW4MgnfzVZqMcrFsiMXXvhBmuqBWPqL/8MA43nrpLsPbVkaZaMp85EYSZadcs+XqCrkQy6La+NLwtoXqtJ/ZwaTy+yEiMS3mrdTMSIJky+NGEiTTxEQsrwqSCSFq81AzcCItNZ4Zx22jtyGei6PP34c37HgDhoPDJnZS/f+2r8Fk6Md2WkzZrqLxp9Hj2tUbmYXRNivZpSwmn9buJg44b9wnlsU6f5ZgT9D0O6WFUk7b08ZOOkooCVgcW4TL76rrqxbbHnM8qmUEhBAkp5OYOzanGRVXQDEUYltjhnsHNjpeZiGD+ePzpgiKJ+xB98Zu20aJTqNdCm4QtUTGaH+P2u2M5C1to1ZysEYeN5IoVV2fXQM/O5oZKympyu15j7m2CbXbWzkHu60nAI2+Uiav4dajt+KNd7wRPzr6I9w1eRd+ePiHeM0vX4NfHvul8XMwOcHfcsst2LVrFzweDzo7O3HxKy5GNpvFP133T/jRT36E2359m5qauueeewAAn/70p7F161Z4vV5s3LgRn/vc51Aur9z/isN/96bvYmTjCLxeL970pjchmdQ3xZQkCddffz02bNgAj8eD3bt345Zbbml47iMjI7juuutwxRVXIBgMYsvOLfjef31Pvu4Vrdv+/fvxspe9TL2+D3zgA8hkViuVRFHElVdeiXA4jM7OTnzqU5+qm8z0zq12PNEjN0pPO01QcrNJK5U3elieXK57DpyokCJkpTqq1hCwO2CZoEmihKn9UyjlSihmilWTdNfGLtukwQpEQUT8YByzR2cbEptANIBN526yfY7FTBGT+ybl0u4VsXmzhS3v5dF/aj8Gdw8+54gN0CY3hmGV3NRGLpqFfsWybEWttHD417P61L9NHpjG7NFZ3UFoeWoZE/smMLm/eoWWW85h7tgcUnOphi+KcvxK2PG4MS0Irmi9YLZSShKlqu/Eil7GzvZAdeTHbMNMwCEDv9qv1wS3GUuN4dqHroUECSIRV/9LJFz94NUYT40bOwUT7sLxeBxvectbcMUVV+DQoUO45557cNlrLwMhBB//6Mfx+stfj4svvhjxeBzxeBznnXceACAQCOD73/8+Dh48iH//93/Hd77zHXzlK1+Rj78y8R0/cRw/v/Xn+NWvfoXf/e53ePLJJ/HhD39Y91yuv/56/OAHP8C3v/1tHDhwAJ/4xCfw9re/HX/6058aXu8NN9yAvXv34rFHH8MH3vcBfPQTH8WRo0dA0RSy2SwuvvhiRCIRPProo/if//kf3HXXXfjIRz5Stf33v/993HTTTbj//vuxtLSEW2+91dC53XvvvVWf03tnGi40iNxeYPTxUVP6Cj1omfb5O/2OpHUSU4k6osZwDHq29Fjan9J5u7LiqpAqwBOSq4pa0dCxGSRRkruBa5RbK6BoCj1be9C7s9dWTyaxLGL2yCxGHxutElFLoqT7fSn3e2TvSEsq7JxCOy1lEIqwVhm4a3sgNQLN0apAtNmEN39ivsoX4tQOD3wsjawg4Ylj89gWcqOYKWLo9KGq7Ur5EuaOzmnus5AuqC8vvYtuKOhz1J3YRuRmrXtK2Y26ANVpKbMNMzXPwUrkplIvY1KIe+vRW6v0LpWgQOEXR3+Bj5/5cVPn0KxSKR6PQxAEXH755RgellNf2zZvUyMSHrcHZaGMWKy6o/NnP/tZ9f9HRkbwyU9+EjfffHNV1KNQKOC7//FdbNy6ERRF4Wtf+xpe9apX4YYbbqjbX7FYxHXXXYe77roL5557LgBg48aNuP/++/Ef//Ef+Ku/+ivda7jkkkvw4Q9/GEJJwCc/8Ul8/Rtfx5/u/RN2nrITP/nRT1AoFPCDH/wAPp+sffv617+OSy+9FP/yL/+Cnp4e3HjjjfjMZz6Dyy+/HADw7W9/G7///e+bntt9996H7970XbzohbLhZyN9lJEUKREJStmSbc1EYrretK9j2D5JKOVLmD8xX/d7O+mo+ePz2v21ugMI94XXfOIu5UqYOjAFqSyBZmhNDyPey6NvZ58tvxgiESSmE1gYXdDNJuST+apGoRRNoWOwAx2DHS1113cKbXJjEBRFgXWx6gRkpu08y7IoleVVfTPNTe2ql6EonNbhwUNzWTy1mMe2kFtzdVZLvvQP0PjPdeTGjIGfjdYLtX2h7PrD2O0JZXZ7SZCq7p3dtBhg/h4QiVR9v2a1JtOZad3nh4BgOjPd/BxIzTk0mRx2796NCy64ALt27cLFF1+Miy66CJe+8lKEQ+GG+/jpT3+Kr371qzh+/DgymQwEQUAwGFw9BwCDg4Po7+9Xtz/33HMhSRIOHz5cR26OHTuGXC6Hl7/85VW/L5VKOP300xtew2mnnSYfd0UI3tPTg/n5eVA0hUOHDmH37t0qsQGA888/Xz0Pt9uNeDyOc845R/07y7LYu3eveh2Nzm33abvVnxtFOo2QG97DG7ap0IMkSliaXKr6nTfsNdXUUQ+pmZSqiVHG0UA0YL5wYAXLk8uaDRsjA61rhNkI6bk0Zg7PqITGFXChmK7W/4RiIXRv6bYl/s4uZTF3bM5QGpJmaaAoF9R0behyrHv4WqBNbkzAKrmpZLm1pda1iPRHqssnAexZITf7FnN480btF49hGQRjQU03UAW8l29aOaVVCm4UdtJSYkmsmljNvkR2DfzquoHb7QnlALkxew11bUFMLjr7/H0NIzd9/r76P9TCpLsxwzC488478eCDD+KOO+7A1772NVz1D1fh3j/ci5GREc1tHnroIbztbW/Dtddei4svvhihUAg333wzbrjhBtPkSoGigbn99tvR399f9TeXq/EKmePk70mxYKAoCpIkOeZxo3dupVxJPTbQmNywPCtXMuqMP5ybw8DuAdvnnJpN1bn6OhG1KWQKWBxfVG3+WV6OKHRvsVYdlV5IY+5YfaTb3+VHdFPrGmFqgUgEc8fnkJhKVP2+mJb1P4VUwRHRcClXwtzxuarq3UZgOAbhvjC8Ye+6VYrZwXM/tvQcQuVkbYrcVAw6WmHGSrgD7rqVyJ5OedXz+GIetJeDt0N7ddUsP9y1savp4LVeaSnbaaVacmOWnNh1J65p3WAltF95D8y2fgDqyY3Ziep1W17XMHJz+ZbLm+7DigEgRVE4//zzce211+KJJ54Ax3P41W9+BQDgeb7Os+XBBx/E8PAwrrrqKuzduxdbtmzB2NhY3fEnJiYQn1ltOPjnP/8ZNE1j27Ztdeewc+dOuFwujI+PY/PmzVX/BgcHm14DoG3+t2PHDuzbtw/Z7OqE8sADD6jnEQqF0Nvbi4cfflj9uyAIePzxxxue26ZNm7Bxw0YMDqyeW7NUAefVfiZZF4vBPYO201GEEJmAVMAJN2KlxYJCWsWSiFK+hIFdA5Z6E+VTecQP1jeidAfd6N3Ru6apqHKhjPEnx+uIjYJCuoBAVwAjZ45YJjaiIGLu+BxOPnrSGLGh5OjVhrM3INIfeV4SG6AduTGFymhCuVgGIcTQi1A56Bipluoc6awSkw37VyfarxxcwDfP3qi5He/l4e/ya+aQ3UG3IfOsyqaZFE2ZmmArJ1eKpkzlZe2Sm0pyoaQQTW1fGbmhLKTFbKa1at2JrUw0tStms4P0cHAYnzvrc/jCo19QU5wURYGA4NrzrsVQcKjpPsx243744Ydx991346KLLkJ3dzf+/Oc/Y2FhAdu3bpfPaWQYd/3hLhw+fBidnZ0IhULYsmULxsfHcfPNN+Oss87C7bffvirArXi93G433veB9+GGL9+AVCqFj370o3jTm95Ul5ICZIHyJz/5SXziE5+AJEl44QtfiGQyiQceeADBYBDvete7Gl93TUpQ0Rq97W1vw9VXX413vetduOaaazA/P4+//du/xTve8Q709Mgi2I997GP44he/iC1btmD79u348pe/jEQi0fDclhaXcN+f7kMwEMTb3/Z2Qy7kWn9neWeIDSC/wxQoeIIeVfTbMWy/a/bS+FJdeXZ0Y9RShU4pX8LU/qk6Isq5OfSf2r+m7sPZxSymD03rzgk0S6N3R68t00OhKGBhdKFhRL8Svg4fopuiz1tCU4k2uTGBqgmTyJOJkUnUTOQGkL1xgrGgmp6qHBx++2y9oK4SHUMdmuQmuilqaJCpjNyYFelVRm5YnjU1qDkZuWHd5o5de3yzDTdrj6/swwwqPW6sbA8A5VL1OVhJMVw6dCl2R3bjV6O/QjwXx2B4EJdvudwQsQHMR26CwSDuvfde3HjjjUilUhgeHsYX//mLuPiiiwEA733Pe3H/A/dj7969yGQy+OMf/4jXvOY1+MQnPoGPfOQjKBaLeNWrXoXPfe5zuOaaa6qOv2njJlx22WW45JJLsLS0hFe/+tX45je/qXsuX/jCFxCNRnH99dfjxIkTCIfDOOOMM/AP//APza9bp/zd6/Xi97//PT72sY/hrLPOgtfrxetf/3p8+ctfVj/7d3/3d4jH43jXu94FmqZxxRVX4HWve11V2brWue05bQ8+9clPATDWKLM29UrRFAb3DDriPQPIJKRcKKNcKIPhGfgiPttuxMVMEQtj1Z423rAX4b6w6X2JZRFT+6fqotM0S2PgNGtRICsghGBxdFHTMFCBO+BG384+S+ltQH4el6eWsTi6CEmU4A17NVtKKOA9PKKbo464R2udiyiIa3Z/FVCkqQL1LwupVAqhUAjJZFIVIBpFeiGN6WdWRZXDZwwbWj3MHp1Vw440Q2PLi7Y03aacL+PEwyfUn69+Io4/z8khxdEvvqrhticfOVklFvOEPHXVVXoYf2JcXXW5fC6MnDViaDsAOPHnEypJMHNMAJg5PFO1utj8ws2GxcyEEBy976g6wfg6fBg4bcDwsYlEcOS+I+rK2+z2ADD59CSyS6sh360v3mqKXORTeYw/sVpq3THUgehGc7n/yUOTWCosYXhoGC7eBd7Lm16JVpbEUjRlegUnFIWqCB7n5kyRZFEQq4giwzGmiJ5QEqpJtotdk0FVKAtVgniz520W5UIZkiipzzzn4arel0KhgJMnT2LDhg1wu+Ux6si9R6pIWPe2bkR6nRHOlotlnPzzySpyueGcDbaIE5EIxp4Yq4raUDSFkbNGLO13Yt8EcsvVEzxFURjYPbBmJn1CSUD8YLwh0Qj3hRHdHLXsNJxL5GTLkOzqHEAzNEBXR+aV33eOdCLSH3G8D5okSVg4saCKtj0hD2LbYqq4XSgKpiPsZubvduTGBDiXPFAznOwcKxFjhnw0S4PmaNA0DZqhDaWzOA8Hzs2pZOHjp0Tx1yvkZi5dQHdAn1R5I94qchMZND6AsW4WvMBDkiTTD57L55LL3i24+ypVGuVCGZIgmfNuILJLpiRIICIxXSJJCIE37AWRiOzvYKHEknWz8IQ8csWMhZYFFEXJ2xP5HMy6GwOyTocqUWoJuBVnYOX5BKz3lFK3s+BOTIGSTSeVvlIWWj/Y2t4iKFB1/Z1aiUpiQzN00+MVMoUqYkOzNMKxsGPnszyxXEVsnHAjXprQSEdtilrab2o2BaEkgGbpqjTQWroP5xI5TB+crksfK6AYCrFtMQS7rWlrhKKA+RPzmv2nJFGC2+tGoby6eAn1htC1oasl5J8QgplDM1Xyinwyj6lnptAx2IFkPIlitohN525qWVl5m9yYgDvgBsuzKGblF84osw50BbA0tgQJ8sRpNOXh7fAiOS1HMzq9PHb1h7B/Kol7jyzgDWfqRxa8EW+VQM2UcyeBSozMGliVC2X13vg3mQtvBruDll9qQDYqVCa02PZ6TYWh7VcQ22Z++3KurPZi6RzpNL09kUhVLxcr5a1SWZ7wCCGmOsErUKp8lPtoubOyMolSFiZ5ClVdrk1vT2xubxG1rRda6QNS27/KyHddW/IciDrX1FAoCXWtFuy6ERezRSyOVqdtFGO9ZhDLcvTPFZDH2lwiJ7saEwLWxYJhGJSLZXRtWDv34UKmgKXJJV1iw3t59J3SZ0nronrWnFxoKHsopAvgPBxYF4vuzd1qH8FWYGlsSdOEsJQrYebwjPpzai5lKcVoBG1yYxKch1Mn8HK+DHeDCIqCykmiNt/bcLuK6AVFU3jJtij2TyXxx8NzDclNVf7f5PjlmOZmDbvnlovlKjGn3TJuKyvDSj2DJb2MDXdmBZXfnZWJy2oZdfVO7G1vpdpK7/jNDASdRBXZaGCeKJZFUAzV8DPNYLSfVCVqm0w60QpBQWIqUXX9/i57bsRKdVRtA9fY9ljTe1bMFDH2+BgIIXAH3IhuimL6mVX/JqEoqKkYJ+9BI6RmU3IHc4nAE/LUNaQM9gTRs7XH0jufS+Ywd2ROnZMaIRQLoWOoA5zHvKbQDNLzaSyM1vf+0sLy1DJCvaGWnE+b3JhE5cRZK9DTg1VyU/mwE0Lwkm1RfO0Px3DfkXkIogRW52WoHWjNoNIHw0xqSJKkqm3XlNzUaDTM2pFXfo8Mx5hedROJVBE7K+SoysDQ4r0rl8qr1UlWAge1HjUWUjq17sR2z8HsPmodmtcKtZEUvc/U9j+zYp1vltyIZbEqTc37eMdExKIg1kWFOofNRy4rsTS5VKX9AuTqKCPnXNmJvJAuYOKpibrPdAx3oHPI3jkaAZEI5o/PV7WiyKfy4L08SrkSKIpC95ZuS5O7UFpJQc3Up6Bq4fK70LOlB56QfSPFZihkCogfqi+z10MpW0I+mW9JarBNbkyi8gWrrZDRgxI2VkLXkigZYumV2g+GY7BnMIKQh0MyX8ZTEwnsHdFeeVROjmajL1YjN1UeN5T1lIYVVH4PlqImlW0TLAz6TrRNsFsGDqyUgrth2KKgFmZ6QhnZx3pEbp7L5EYx+VM/50DkRk/fVXkfKoXuABxNAySmElXn4414DUWz9SCWxbqyZU/Ig3B/2ND2jYS6wEr0Yg36RQklAdMHpuuiNCDyNbr8LsS2xSzdq8xiBvFD8aa2IjRDo2tj15q1kcglcph8erKpC38tElOJNrl5LsBK5Iai5CaKShWJWBYNkZvKzzAcA4amwK387g3ffki/aqoyRWO2JNli5MZOGbhdVKWEbPaEsussTNEUGN48satMS1ntKSWWRRAXgSAI65MSAhxNS9k9vqXIkQUQQupSKJqf0zD5M32sGr2N3jiSy8mTPMdxWJyv1q5Y7Z5dC0mUHI/aLI4tQigIavqGomWRrZFnoVwoNzRX5dwcurd0t3xsyifzmD4wXe8YDgAU0DXShWBv0HQ1FJEIlsaXkJhJNG2zE+wJIropuiaVguVyGRNPTqCcs9Z0NT2fRrlYdry1Q5vcmESlc62ZDro0RwMrc7AoiODQ/IuseglXnuUlA7nVyhWimQGUSKRKjGm19cJapqSA6u/Btl7GZjdwKx45QPU1WLl/YlkEJVGgShQWlhbg9rnBiub2I5bF6gG5+aNWh1KhpA68NKEhwngaFpBJnrIipSgKpGBuFVh1fImGRBmraLQDSZSqPIZEiBCk+omt9tqs3N/a74gFW3WPCSHI5XKYm5tDOBwGBaoqcuMOuh17P5PxZFWk1xPy2FqB55N5lSzlk3L6JjIYMVw5WBclqUG5UMb8iXnLHcSNIDGdwNzROU3ywfAM+k/pt5QeyiVzmD08q6YXtbQ7gFyx2r2le00qwIrZImaPziKfaHzfG4H38oj0R2x1NtdDm9yYBOtm1XJPoSgYTjGxHIvSCrsxrLup5DYrL8uv/r8X4tKv3w8AmFjKYVCjFYORELkWqs5LKak1iNrIzVrCyciN3bSUVdOtSs2NlciNUBJAgQJXlAXv4xPjpkmWJKzqpqy4PAPyc6A8qwxrXr8klkU1zUHRlPnO8hXicpqlWzJo1kISq5umsjyr+d4JJaGqfNtK6rby/gAyEdb6nsPhMGKxGDILmarxwKmoDZEIliaqG2Ta0bFIolRVRQMAvk4fwr1hw/toRm4AOQXSMdTheJRAEiXMHZvTdQL2hDzo29ln+p0SyyLmT86rVbMK8sk8OA+njl00Q6Nrw0oKqsX2B8VsEfPH5+vSnWbB8ixGzhppWSStTW5MgqIo2X9m5aEqF8qGKgNorqJ5pkFyU/mlKxPGroEQztnQgYdPLuH3B2bwvhfVt2KwTG5qUlJmHrr1qpQihNgiJ1oiT7OoOr7JnlRA/YRlidys3H+a0HDlXBg+ddj0oLE0saQOzi6fC30bDDTKrMHoY6Pq89e1oct0SXv82bgqJvV1+dC9wXhjREIIRh8dVX/uGulCoNuZybwREvEElidW0zPDe4frUg6EELmKZ+XehAfCiPSZN9Cb3D+pPm+8l0f/xv66z3AcB4aRiVOtW7k/6owDbTFbBMuzoBkapVwJLr9Lt+edESyOLVaJnjkPh66RLlP7MDLZ0ozzhLdcKGP6wHSdCFpBuD+M7k3d5qLohCCzkMHs0Vnd8nGFxAd7gohujLZ03CWEILecw/Lksm1So+4T1rSBRrHu5OYb3/gG/u3f/g0zMzPYvXs3vva1r+Hss8/W/fyNN96Ib33rWxgfH0dXVxfe8IY34Prrr1ddONcCvIdfJTd5Y+Sm8oWyQm4qe+a84tQYHj65hDsOzDYlN2byurbKwNcpLSWWatoWrEMZuG1yVKw+B6sRE/UceA4ej/nQNyVSoCX5eXG5XKbfKUmSQAkUqJWQo8frMb0PSlg9BzfvNrW9WBbVba0e3xLKUI/LuTl4vfWTfLlQrro3gVDA9LkJJQFiVgS9UgoXCDfeB5EIMour5MblcznXamFitaLJ5XcZbu+ihUK6gKXx6ihQbFvMVGl0Lp1rKhNwB93o2WKt5FoPhUwBk/smNcd0iqbQs7UHoVjI1D7LhTJmj842bXLp6/QhFAvZEnA3gyRJSM+msTS5VOV47ATs+JoZwbqSm5/+9Ke48sor8e1vfxvnnHMObrzxRlx88cU4fPgwurvrV2w/+clP8Pd///e46aabcN555+HIkSN497vfDYqiqnq1tBp2y8FrLbB1oZGWAoCLTonh2l8fxKNjS1jIFNFV46jrRFrKbl+ptULl/adoyvR5V25Ps+ZTBbWRIyvkpjIlZeUaAGfIZeUK0Yoouva5tnIdlRUgdgg2YO0arMDI91/rQ2LFB6Y27dJMV1EuyguvcrEMoSA4FrUp5UpIz60atLl8LvgiPkv7Ujt+VyDcHzalGZEkCdP7p7X/SMmGhZGBCDxBZ0uhC5kC4gfiYHimjtxwbg59p/SZIh6EECSmEpg/OV+lfayFy+dCz7Yex6+nEmJZRGI6geWpZf3IURMoZFerUCEYC5puL2MW60puvvzlL+P9738/3vOe9wAAvv3tb+P222/HTTfdhL//+7+v+/yDDz6I888/H29961sBACMjI3jLW96Chx9+WPcYxWIRxeLqwJJKNfcFaAYr5eBWvG4qiUnlA9If9qz8DnjXTY/g9o++qGo7q4Jiq5VSQE3kwOF8diPUpqTsNLy0sqqVBMl2Sslu007AGXJZpRvhLESPyjXkwgpJK1f3ZzKD2vdqrewIKiNves9QJbmhGdoSAfV1+DCwewD5RB65RK6pMDWfyKuEiPfypiMIeqjV2tgxw1scX6y6N5ybQ3SDuUlvav9U/QRMyQ7rkf5ISyLJ6fk04ofiIBJRvbEUYu6NeNG3s8/U81dIFzB7ZFY3tQXIY3nnSCc6BjpapqspF8pYHF9EaiZluqQbkD2U/J1+dAx2gEgEs0dnkVnIgGIohHvDCPeF5TGOpizt3wzWjdyUSiU8/vjj+MxnPqP+jqZpXHjhhXjooYc0tznvvPPwox/9CI888gjOPvtsnDhxAr/97W/xjne8Q/c4119/Pa699lpHz90T8qBjUHZ6NMrMeS8v9w4CMbyipBkanrDcr0jvBT0wXU/WWJ5VBz4zkQSGY9TtzIY6ldYUFENZ6otkFQzHqA0ifR3mV48Mx6hmav4u8ytbiqHAeTh1wrJCbhieAe+Tr8FqlQPnXnkWKbnPlhW4/C41WmilvxbDMnAH3Wp/KLMkixCCvh19EMsixLJoemXKcIx6D2iGXrMIIk3Ras85Pd1JZUif95kn4YB8Tb6Iz3CUpFJv4/K5HGnkWS6WkZxZFbfacSMuZAp1nbF7tvWYEqEvTy3XNcNk3SxGzhxpCbklhGBpbKnKgVcsi7Ixn1BCx1AHujZ0mfp+0/NpTB/QiTytwBvxomdrj2NpxVoQQpCeSyM9n67TaTUDRVPwdfjQs7lHLriBHEUdf2pcXTwSkWB5chmch4PL50JqJoXMQgYbztnQskXIupGbhYUFiKKInp7qsryenh48++yzmtu89a1vxcLCAl74wheCENnP44Mf/CD+4R/+Qfc4n/nMZ3DllVeqP6dSKQwODto6d3fAbXry94a9mNo/BQDwhY0NTizPQigKKOfLdRP3v//1Hnzs5qcAAIuZIjprDP+UFZuZVRUFSt0uMmBO7FjMFFHKl8D7+LV1Jy6UV3thWVhBlvIllPNllFG21BNKLK12seZcnLW2CSVRnfysrq6FoqCu+swKMRWU82XVpt/ShEWt2vy7/C7T94KiKEsEUwGRiHoP3AH3mvWVUjp0i2VRt19PZXTCTmsCo5BECdnlVc2GnftaieWJ5SovIatRGzUdVbGvUG/IVHqrkC5g7thc1e8YnsGGszdY7qjdCJIoYebZGc2eSRRFYej0IVNl3pIgYf7EPBLxBHgfr6lpYTgG3Zu7Eeh2rhdY1TlIElIzKSyNL6kRZJffVdewVAueoAeRwQj8Xf6qc5NECVP7pzSzGnNHq7+v1FwKkX5nOtPXYm3efodwzz334LrrrsM3v/lNPPHEE/jFL36B22+/HV/4whd0t3G5XAgGg1X/1gOVnXsbGU3VbbfyktaG8F67px+7+uWJ8Lf7q+2urbZfsJWWWtE7rGcZuCUx8HOgDLwyrWFZL2NDL6XuQ7C3j0q9zFoRi6rjV6QHW9m4shJVlW6U/vPPuTl4Qh55YRRsvcg5u5StamDq67SmialEbYNMb8RrWfdR2/GbdbGIbjKejhKKAqaemaoiRzRDY2TvSEuITblQxviT45rExt/lN01ssstZnHz0pHw/Sf34DgDBWBAbzt6AYE/QcWIjCRKWJpZw8s8nMXtk1pRnWyAawNAZQxg6Y6iuASuRCOIH4w3Ta5XQK513AusWuenq6gLDMJidna36/ezsLGIx7a7Mn/vc5/COd7wD73vf+wAAu3btQjabxQc+8AFcddVVLXmonQTrYlHKleqqYxpB8ZqptW4HgNfs7sP+qSRu2zeNd5w7svoHiy6xlROkmcmhUney5gZ+dt2FK7ZXQqqmtnegbYITZfRVgmKLBLOKnFggB+tBLqqOXylGXgN/G6Dm+3dxuq0Qcss59f70d9aXbzuNytSCN+x15H7UNsi042vDubkqnUrP1h7D5yiJEqaemap6b2hOJjatWFzlk3lMPTOlqZXsHO5E50in4XFWEiTMHa/3wynny3AH3Sik5M7dPVt7LIu0G0Esy73AlqeWdds3FDNFsG62qtCBZmiEekOIDER0xzlCVjQ2i8bTWsVMEcVM0VIavBnWjdzwPI8zzzwTd999Ny677DIA8gR+99134yMf+YjmNrlcro7AKH4OzeyonwtQyI2mLbcO1MiNhnr+1bt7cd3/HsKjo8uYSuQrhMbWmhdarVRxYmK1CiVyw/DWOmmXCvL2rIs1TI6T8SSWp5bBcEyVkFEsiyhmi7Kw2YTgzwkxtpORG5qhLa0Uq8jNGkVuMosZLI4tqj3bFORT8oSk+KW06nyMkFuxtBrdYVim5e9IbQm4EykpURCrGkC6g27L2i5A9mbxhr2YPToLmqHh7zR2joQQzByeqYoMUDSFwV2DLSlkSMaTmD0yW1/xQ1Po3d5rykcpu5TFzOEZ3ci9VJbQuUEWDDv9vJaLZSxPLCMxnTAk5GVYBgIEsC4WkYEIQr2hhuSzXChj+uB0Xfd5I0jOJNG92biflVGsa7XUlVdeiXe9613Yu3cvzj77bNx4443IZrNq9dQ73/lO9Pf34/rrrwcAXHrppfjyl7+M008/Heeccw6OHTuGz33uc7j00ktVkvNchjKomUlLKZOkVuSmN+TBWSMdeOTkEr7/wElc9aqdAGCoz40WKtMSZlbe62rgtzK5WKp0EiWVnJjZPhFPaOakF8cWsTi2CM7DyeFxgwOUcv8omrIc8VAIJs3Slrt5K+TW6jnYjfxYwdLEkuaAKhQFZIryBO/2uxHsaU06uqpthk7kr6oj9xqI7XPJXNV34QS5SU4nq/bZOWQ8WqEH1sWi75S++k7wDbA0tlRVhg4Ase0xx1N9hKx09K7pnQXI591/ar9h3aUoiJg/Pt8wBRMZiKBrg/MkvJQryeacM0nD95nh5OKKjsEOOe3UYDwRSgLmj88jNWu9Cjk1m0J0Y9TxCrB1JTdvfvObMT8/j89//vOYmZnBnj178Lvf/U4VGY+Pj1etpj/72c+Coih89rOfxdTUFKLRKC699FL88z//83pdgikoE7+SxjHyICtpKT3fg01RHx45uYTv3FdBbixqbqxqJpzQjFiBUBDUF9Z2TygT2/sivoYrlHKhbDiSSAhRyY2elX7TfUirxMSJlJTVyM96RG68YW/T3jatCHkrMNI2Y63JTWVKyh1w245oSKJUVf7t8rkc0fAAK+OTwUc+PZeuqlICgM6RTsfN4AiRxc5aE7Y76Eb/qf2G37Nm0RrOw6F3e6+lflPNsDy5XCe4bgTWxaJjqAOhWKjp+5tP5DFzdMa2sZ874EYwFgQhRDW4dArr7lD8kY98RDcNdc8991T9zLIsrr76alx99dVrcGbOo3LiF0qCoWiBQu60IjcAcPkZA/i/j0wAAP50ZB5/tTVqubOyktow3XphndJSSkoJsNb2wKpeJ9gTrCthrUTnUKdh/YBYFtXv6zkjJraoz1gPchPpj2BpYkmX/Ae6Ay2tTjKSllpLcqPY9itwImpTSBfAe3kUM0VIooSOoY6Wd9auO4dMAfFnqwsnAt0B213Ia0Eksuo3s9JDUEEoFkL31m5D6WtD0ZrBSEtTpkZtJXgvj46hDgS7gw2jJ5IoIT2fxvLUMoppC11fa9C7o7dlEVXgOUBu/l9C5cQvFI2RG+Vh08uTnjWyWop518FZ/NXWaHX40cQYpGouOHMvm1hcnRjXy8BvLRtm8l4e7oBbsyKA9/GmBlwn9DZVxncWXXmdSCmth6CX4RiEe8Oa6QNQcn+rVsIIuSnmVieCVpObYqZY9Uw5QW6WJ5eRT+ZB0RSCPUHT/cLsgkgECycW4PK5qkr9Y9tijpIssSxi+sA0cgnZN8cVcKmTeHRTFJGBiKHjlQtlTOyb0DV45T08YttjLYnWVMLllyNsem0c3AE3OoY66kq5a1HMFpGYTiA1m9IVIVtBq002n9vlRX9hqI3cGIHC6olEdFMd//WeswAAt+2bRqEiEgCY09woD67ZialcWn2J18oVFrDfDdzO9sGY9oojti1mWUzsRNsEK87CQE3053kUuQFkJ1rNzti94ZaZnil4rkVuKr1teA9vO2pVzBbVSBCRCML9re86XYv5E3IH6kK6AE/IA4Zn0H9qv6PPWDkvl3orxAYAiukifJ0+DJw2oPuM1SKzmMHY42O6C5XIYATDe4dbTmwUaFW0ecNeDJw2oFnKrUASJSRnkhh/chyjj44iMZVwnNhYNSw1inbkZg1RG7kxgqoWDBJRNTiVePGWKHpDbsSTBdx5cBbnhVcHNCs+N2ZX7sq1MDyzpgOfkx41ZtNagWhAzmdX8E0r/WscITeVxMSJyI3JyJ26j3UiN6yLRTAWrEoBUBTleMqiFnUeNxrfnyRKq98xZd0uwChK2ZLseO3m4Yva18VUam28Yeu+NlaRnElWReWEooCh04cc1fblU3m5hUNNqbe/y4/eHb2GnmVJlDB/fF71AcolclXGfLyXR2xb66M1tfCEPPCEPMgn83JbhOGOht9hMVtEMp5EciZpi8ywLhY0S4OIpPo9gbyQ7NvZ1/K5ok1u1hBV5MZk5AaArgiZoSm84cwBfO0Px/CzxyZw7gWb1L+ZEhSXrUVulMF7LVNSwEqqjpZ1SVYjRhRDgaLMVymxPAuXb9XJk+ZoSykQURDV3L5lj5uKtJTlyI0Tmpt1qJZS0DHYUUVuAj2BlovbJUGCK+CSu5HT2uXztSaTrRzQlRJwSZCQL+XRv8uen065UK4S1drpIWUF+VQes4dXfdAomkL/qf2ORuMqe0RVIjIQMdzpvJAuIH4wXtdEWSyLoGgKkf4IOkc618XYEgC6N3eDoqmGUTxJkFQiacbQTwHN0Ah0B+CL+OQ0F02hmCli9uis3J7Cx6NjsAO+Dt+a6TLb5GYNQdFyN9RCqmB4AnH5XWqZY6OX441nDuJrfziG+44u4IGd3djtd4FmacOrcEIIhvcOQxKMVXFVgnNzIIQ4VkFhFJIoAZI8kVmBWBZBRIJQn7WWB5ybU8lNdEPU0uBFMzRA5GfDG7LYV4rn1H25Q9ZKYpX+WBRNmW4tooD38SrJ5H1r118MkFfGlc34zDZftAQKqiYj3BfW/MhapqTyqbxKMD1hj+0U8fLkaqsFl98Fb6S1aYRKCEUB089MV6XYe3f0Olb5Rojc62j++Hzd37q3dBtqCUAIwdL4Sp8pDcWAL+JD10iXZedyp9DofS7lS0hMJZCMJyGJErxhr2FyQzEUfBEfQn0h+DuqtV35VB4T+yZUoX8pW8Ls0VmM7B2Ru8rPp5GeS6P/tP6WLYrb5GaNwbCM7FJssJs45+LUsuNGq76hztWB52O/Oojfv2KzKWM6imrM7BtBKAoQS+KaG/ipPZ0sDB6EkNXtLaYKKgdePQ1OMygRPIqmrFc6iXLURRIly9+BaoInWo+6EImsVtytg+8UxaySm7WwJDDSib2cq0h9tlpvUyEcNWqKpwexLCIRT6g/G9WcOAFJkjB1YKoqut053OmYkJlIBHPH5qpaSQDy89O3s8/QvSvny4g/G1d78VWCZmn0bO1xvETdKRBCkEvkkJhM1LkJFzLNTfg8QQ9CfSEEogHNBV0hU8Dk05N1FYxEJBh7YkzNEABAZj5juo+hUbTJzRpDCanWhjD1UBl5kUSpYcTnYxdswb/ffRQAUBSlNflyCSHr0ldKEiX1uFbKwCtbRlhdWVUKea22/lDJgI1VthM9naq8kaymTixW6TkFp30ymqFy8mVcOt8fJeugGI6x5ehrBFWuxDbJTWI6oU5OnJtbswopQgjmjs5V+Uj5u/yWmtpqQRIkTB+cRnapuoKI5Vn072puzEcIQWo2hbmjc1U6EgXesBex7bGWa6usQBIlpGZTWJ5croooVn1GkDQrQWmWRrAniHBfuOEiuJQrYXLfpK5ep5LYACuNM9vk5i8DnFd+6I2Sm0oyI5Ubk5uPXrAFtzw+ialEHn+MZ/DqTa3PkUuCpE6MVsWsVmC3YaUTPaEUImEn7KwQJDvEUB1IKOvEpJLcWCVqVv2VnALDMarOoVVQXLFphq42r9SL3BTKEEsixJIIT6B15KaUL6kTFufhbEWJJFGqEvFGBiNrViiQmE5Uaad4L4/e7b2OPE+SKGH8qfE6d3GX34X+Xc3TI2JZxOyRWd2u4F0buwyXi68lyoUylqeW5dSTAZFwpf7OHXQj3BfWjdLUHmf8qXHNHlx6KKQKKBfKLSGDbXKzxlAiN2JJlPUtTVIAFC0LXgkhEAURHPQfAoam8K7zhnHdb5/FL0cTeNXG1jDiSqylgV8pV0JqLgWWZ6uOa+XFsOuRA6waK5rRqBBCkJ5LQygJoBm6ygOlkC6A4RlDOehitqgO0soqi6ZpZBezoGgKnpCn6WAkCiIK6QKIRJBLrpbAphfSYFi5VNPUJLnOkRuGZ4Bca5/DiScnkE/VpyJmj8xikV9EoDuAjsHVRYXynNEM3VKRdZVxn82oTXImWRVRDMWsadLMIpfIVTnq0iwtl3w7cN8kUcL0gem6d8LX4UPfzr6mx8in85jeP61ZCML7ePTt6GupE7ZZEEKQT+axPLlc9WwYgcvnQiAaQLA7aOiaxLKIxdFFLE8va2qPmiE9n656Z5xCm9ysMVgXqwofS/lS04mRoijQHC2v/oTmjPjNe4fwpd8fxslMCQ/NZrDZqRPXQZXHSovJzdL4So+UGpx8+CRYN4tQLGQ4xKm4G9Msbbk6yEqVWDFbRPxQvO73+WQeY4+PAQD6dvY1bMhHJIKxx8fqKjyUbskAEOoNIbYt1vBcJvdNahoRLpyQLe55L48NZ29ofEGV57XOkRvlfrTy2HpVjkJRgFAUUMwWq1bvSoSQc3MtPa8qvY0N4z4iESxPVERtBiJrUuVTLpQxfWC6anLs29nniE5JLIuY3D+pprqU7tvhvrBaSdQI2aWsTLo0PtaqnlB2oTT8NAqaXen63RcxvNgrF8pYGF1AZiFjq2w8PdcmN38RoCgKnJtTRcVGVv0My6iRnmYIeTmwNI2SKOJzD0/hHa/b48BZ60MZ7Bmu9R43nrBHk9yIgggxIyIxnTBMbionHSsgUnVPKKPgPTxolm74XTa7jxRNgfNwDfu6GDmnZjqfVrYtaAmUibGF80woFqrrb1QJb8SLiScnQEDA8uxq+pOSoyu8l3dcWCwKohp5o1nalhdNIV1Qz5tiKN0qMKexNLEEmqXViFF0YxS+DvvVl+VCGZNPT1ZpTEq5Enp3yB29FcJZzBaRW84hEF21ECCEYHF0UW21wvt4YCXQyvIsYjti8EXWtkLUKPxdfswdnWva44738ogMRBDsCRoiaEQiyCxlsHBywXZfKUCOegeiAbm3lMPkv01u1gG8l0cpVzIuKl4JmRrNZb7vnEF89f5RAMDR2TS2WCyVNgKV3KyB3kbxT9BrRWHGZ8ZOpRVQk47T6QatBZqhEe4LY2l8SfPvnqDHUEl953An4gfrI0CA/LwYKWXtGumqE1ZWwqyviTKQVg5SRUHEYqaEhUwRi9kSBJ0eUAoYGujwudAdcKHL7wJvIiWxFpGbUF8Ii2OLmpMGxcgVh1rfbTFTVKNq/bv6baeOKpFdyqrEztfhs7XISMaTyKfyYHgGHYMda+I4nognkJhKqDYEnIdDZNB+Sr2YLWLy6cm6qraB0waq0i3louxOLAkSFkYXMHzmMGiaRvxQvMqxuJQtwR2UG5H2bO1ZUzd2s2B5FsGeoOZiEAB8nT5EBiLwhr1N3xdCCIqZIlIzKaTmUqY0NXrgvTz6dznrWVSLNrlZBygTqllRsZG0FAB84AXD+Nnjk5jJC/jWPcfx5TfvsXSeRrCWlVIMy8Df6dcU9AW6A6YqOuxGbuz0hAr3h2XnV415PrrZmHFYIBrAomdR8xkyOim5g/KqSet+eiNew1qikiDhyGwaTxxbxNGpJKZzZSw+M4+xxSyWc+YNwSrRHXBhc7cfW7r92NITwNaeAE4bCMGtcX0quWphBJHlWQS6A5odozuHO+Hr8OkSVwVOky+nSsCFkrB6XUR+TluNQrqAuSOyzoZIBJyHc6RnVD6Zx+T+6qod3sNjYPdA3Tu/PLmsfk4SJEzsm5CrKWuiq7yXR8+WHrj8ruecaFgL4YFwFbmhGTn1FO431pZEMXFMzaZ0q6usguXZlrdGaZObdYDypZYNDvzKRGUmr/nZPTF85KFJ/GrfND5+4dYqHxwnoaZm1qgMPNgTrJuMGY5B9+Zuw/sghEAorOhlLJKbqkoZk54qnEsurU3PVV9HoDtgOKVAURQ6hjsw8+xM1e+NRm0UdG3o0iQ3Wj1pAECUCA7PpPH0ZAL7p5LYP5XEs/E0ShplsQpYmkKnn0enr3kkRpAkLGZKmE8XIUgEc+ki5tJFPHh8tQs7z9DYPRjC2Rs6cM6GTpy9oQNujlmTyA0g6yxqyQ3n5mR9Ck3rNlUFZNLotBkekQjcfjeKuaLpVE6l63liKqESxHB/2HLVnFEojSqVYyotCuzqVzKLGXm/FRFed8CN/l39deOUKIhITldHN5SxoRLBniB6tvSsufO2Hbj9bnhCHgglAZGBCEI9oabnLwoiMvMZJGeTyCfqhfNOwR91LnKphza5WQeY9roxmZYCgC0hN87q9uHRuSw+8MPH8LuPv9j8iRqAE6XMZuDr8NVpVnq29Jg6vlAUVgdUi6sHZQC0ar7XMdBRRW4oikJ0ozlX3WB3EIuji1Vl7Z1DnaYGYN7LI9Qbqiq/dQfcqieLJBEcmUvjwWOLeOjEIh45uYSkhgFl0M1iY8iNHpbCQMCFvWcOYbjTh76wG0E3B9pkNEWSCJZzJUws53F0No1jcxkcncvgmakk5tJFPDq6jEdHl/GNPx6Hl2fwkm1RnM7T2Btxw9ti7Zc74IbL76oqKY5uiqpkINQb0iQ3FE2hZ2uP452sFXIajAVNPYsLJxewOLYId9CNUCyE5all9TxbrbUhhCD+bFx9dimGcqQZZnImiZnDM1VRUW/Ei/5TtKuuEtMJTb8aBRRNoWdLD4Kx4PMiWlOLvlP6ZD1ks9STRJCMJzF3fE437d8U1IoZrN8lu9ZLsm2CUBSq5q7IQATh3rC1Y5hAm9ysAxSvG4qhdPtFVcJsWkrBGzZF8OhcFs/OpHFsLo3NDSpwrIJmabBudk0cYQF5sPF1+FRi4OvwNaws0gKRCDwhDwghlskNRVPwBD2gOe2eQs3gDrpV7RUgh5DNRpEomkLHUIdaFUHRlKVUQudwZxW5YbuDuG3fNO46NIcHji1gqUY46HexOG0ghF0DIezqD+G0/jAGOzyYPz6P9GIaDM1gZFev6fOoBE1T6PS70Ol3Yc/g6jURQjC2mMMjJ5fw55OLeOj4IuLJAn67fwa/BeBmKLxsJIL3hn04Y6h1niPBniDmM7J1P+tiqyqUAt1yU9XaSaJzuNPxUHxueVUTUmuB33TbFT1JIVWoMs3zdba+/8/S+FJVOq13W69tofXSxFJdO4VAd0D2ydEgvEQiSEwmGu4zujGKUO/alMK3As2+R6VRZmo2JVuOmCU21KooWfHC0esyLpZlF/u18kxqk5t1AMuz8IQ9yCfy8sPUZLHljXixNLFkuCki7+cBCjhvpAN4aBIA8NW7j+Grbznd7qnXQRIkCAWh5e3rK+Hyu1RyE9veuNxZC5IkIZ/Mg3Nz1t2JBRH5VN7WwOcKuFRy0zVsvukmIFfvKOTGHXRbWvlybg7zEsF940k8PJfFM3cch1AxyHk4BntHIjh3UyfO3diJXf0hsBrHYV0shLwANtC6YYWiKIx0+TDS5cObzhoEIQTPTKXwuwNx3PbYBCbSJfz2+BJ++62HsKXbj3efP4LXnzGgqdGxA7d/VY/k6/BVDegMy8i6nJnV1BXv5VtS7ppdXiUIZtNdehG+zHwGk09PIrop2pKKuexyFgsnVyvOIgMR0wuUWsyfmK/TOkX6Iw01bMmZZNMGxgsnFxCKNU/nPJ8giRLS82lZPF7TPsIVcKn90vRAURT8XX4Ee4KGBew0Q6tjk1gWkV3KIrOQQdeGrpa1JWmTm3UARVFw+93IJ/IopAtN8+ScayXEVzSm0aFpuRkjkQhu/fB5eN03H8Rvnp7GR162GVsdrpxSOlKvZeWAkpKiWdrSClNJKdmJNilhVjsrXNVfh7Lez6lyYDFrIjaVyOPX+6Zx21PTOBiv1pBs6fbjwp09eNn2buweCBuqWlIGr0ZhfqdBUZQcQRoI4a9jPjx6YhF3LxZw99gyjs5lcNWtz+DGu47ivS/cgLe/YBh+hyKMlVFUrfseioWqyE3P1h7HV6yEELXazR10m34HG/k7ZZeykCQJQ3uGbJ1jLcrFclWVnyfoMZ2O1UJt1LNrQxc6hvT7YYmiWGUYqAdJlFDMFW2V19eCEILccs6Q0aaTKGQKSE7LURq9d7RRCxNPyINgTxCBaMD0s1bKl5BZyCCzmKnS8riDbnR4W+Ok3yY36wSlEsUIuVEm4coKnUaonGROH4rg4lN68PsDs/j4zU/htx97kY2zrocTvZFMH3NF52O30skWuSk5d912m0wq5fFGBsqFTBG/3R/HbU9N47GxVbM2hgJOjXhwbo8Pb3n1qRi20OF9PchN7fFPiXhw7vYeXP/2M3HLY5P47n0nMJ0s4Iv/+yy+e98JfPSCLXjL2UPg7E4qFXOAVqrJE1qdDBmOaUlks5Qrqc+yFU+YZs+u0/2kiEQwfWC6aszoPUU7ZWQW4b4wxLKIhZML6NnW01DTUcqXNE0wtRCIBkw5kANQS8qJRNC1oavqPhfSBcwfn0cukUPXhi50DjvTM6vRuaTmUkjGk7oi90oUMoUquw3ewyMYCyLYHTQV5SaEoJAqILOYQWYho1ttlVnItCSiCbTJzbpBJTep5g8cRVNgeEZTxa/3eWDV9+P/XLwNvz8wi4PxFD7x06fwFYdKwwmRu0DTLL1meVQAoFj5WFadWJUImJ1+JkrEyk7kRjm+Xdt2mpUdrCtTJZUoCRLuPjSLnz02gXuPLkBUq4qAczZ04DW7+3FulxuliWWwLtYSsQFWn7v1IjfKKp1IBEE3hytWojW37ZvG1/9wFKOLOXz+Vwdw0/0n8ZlLduDiU8ynNGuPBWh3+670wXGHzE2ORlHpUWTFTE6X3FBAbGvMca3J/In5qvGud2evaRuFRugY6oC/09/wfSpkChh/fFzXp8gT8MAddMMTlP9r9v0mhGDqmSlVz5RP5TF85jCEooCFkwtVVXZL40sI9YYc1zcpxCIZTyI1lzKlo6EoWdPIumSfHHfAbVi3JokScss5NUJjpAAmn8xDKAkt0Xi1yc06gfNwoFnaEJsG5NRUIV0wJECmKAqgVslNpZD41iencMMbd5uuXtGCJEgAWduoDQCIRfmlsVzp5GTkxoZ5oVMNR2mahoj6hpHH5tL46aMT+MUTU1isEAXvHgjh0t19ePVpfYitTLypuRTisFdGrTyXpIlRX6tQS+oBgGdpvOHMAbx2Tx9ufmQc/363THL+5oeP4+U7e3Dta05Bn4Vu3VWd2DVSdkSoOIcW+XkoYmKapU1HF5Tt6n7H0Og7pc8Rd+BK5FP5qh5HXRu6HHf3VSp19JCeT2P60HSdv1QgFkDnQCd4H29bgJ6aSVUZ/xUzspFgPpnXbJeyOLqInq09to5Zi2K2iPEnx01t4/K75AaZ3QHT7WhyyRyWx5eRXc5aqrTKLmVb0r+sTW7WCRQlu3HmlnMQikLTiZZ1s0BanpiNCLBomlYbOwLAn/7PS/BX/3YPAOBnj03gr8+2n0tfj5QU4JwBn51VoxNpKSXC4aRYMVsUcPvTcdz86DieGE+ov48GXHj9GQN4094BbNTwmFCjHk3s2htBJTeEgEhkTaN5QEXkSKqPHHEMjXecO4LXnTGAb/7xGP7z3hO48+AsHji2gE9etA3vPm/EFOGvIjcai41KTY7TRAFYWSWvTKLeiNfSva7dRsu91wlIooSZZ2cglAW4A27Z/dik+7Ud1LZRUECzNIZOH3JMNC2UBMwdr9fxVFa0VYL38obcyM3C5XPB5XOhmG0sDKYZGsGeIEK9IdPkWCyLyCxkkJ5PQxKlOmGyGWQWMm1y85cGhdwU0gX4XY1TLMpEXC6UDZGb2jYFw50+fO7VO/GF3xzEv/zuWbzy1F6EvPZCwutNbsy0PajafiUtZTVyQySiTl52wqmqMNqm/oMQgplcGT/+43Hcun8G6RXyxtAUXrqtG28+axAv3RbVrHBSoBX1MIvK65BECQy9ts+FkWvwu1h86hXbcdnp/fjML/bj8bFl/ONvDuKuQ7O44U270RsyFsVRvn+a1S59repa72DqRUFlJMBqBKQyrcXwDIbPHG6JpcPc8TlVc0HRFHp39K6ZZ4woiJg5NIPMYnVn7HBvGN1bmjfNNIO5Y3OGjFYZnkHXSBdCsVBLFgAURSHUF8LcUW3BtCfkQag3pJZuG0Ulockur7b8ACW/+1bS0byPtxR1NII2uVlHVIqKm+lHzIqKKZqCVK5+2N557jC+8JuDWM6Vsfsf78DoF19l4axXoVYMGSxRdwKKXwIoa8SCEGsNLytRmUu2E3VRIzcWyQ0hBI+PLePfH5nCA/E0lG97pNOLN581hNef0Y/uoLGBw4nIDcWsDtSSKK056VVM9IwQtK09AfzP35yLnzwyjn++/RAePL6IV9x4H754+S680oBHT7PvTonsAa0xuKwsAbcaGaokNyNnjLSE2KTn06oDMM3S6N3RazrtYRWlXAlTz0xViVkpSjZSdFpPlFnM1DmO14GSvY46BjpaXloe7A5i/vj8auqbZRCMyVEaM5EqxSQyPZ+WI4VarxaRSYoR/SgAeMNe+Dp98Hf5272l/lJRSW6aQY3cGC0HZ2jViVeZuDiGxt++bDO+9odjAIBHR5dw1oj18PB6RG4qU0pWVn9iWVRTJlbPWy1/55s7fzaCVXJTFiX8dn8cN91/EvsmV833zhuJ4P0v3Yy/2hI1ralyOnJjZz9WoV6DQYJG0xTe/oJhnLepEx+7+Snsn0riQz9+Au994QZ85pXbG0a6lBW63kStRG4ommrJRKakAXgvbyk9W8gUVG2UJ+SxHAVthHKhLLsFryC2LWZLxG8GmcUM4gfjVdEElmfRd2qfo2XdgDweTB+Ybvo53sOjc7hzTaJWDMcgEA1AKAkI9Ybg7/IbbqchlAQ1QqOXUqtFo/edZmj4OmQy4+vwrdl80SY36wjWxYLhGRRShaYt35XBx0rFVOWK+u8u2ob/fWYGx+Yy+PQtT+O3H3uRZYOz9fC4cUpvw7pYy4OM2nLCZsTKLLlJ5sr4ySPj+MFDo4gnZULMszQu6AvgssEgXvSizZZLjs0SAy3UpqXWGlYJ2saoHz//0Hm44c7D+I8/ncD37j+JA9NJfP2tZ6BLR39SmZbSQisbyhJCUM6X1dYZVpCYTqj/373FeF82oyCEIH4orpJAJQ3SahBCsDS+VGUSCMh+On2n9DkenUrEE7KJpoFHrpQroZgt6lY1Oo3YdnMNSFOzKSRnkoYJTSVKNS7mimu3v9Mvdx5fY/0d0CY36wpFVJxdzEIoCA19BMxGbqoG+hru8fMPnYeLvvInnFjI4rJvPGC579R6RG5UvYzFlaYjYuKy/UopwLig+MR8Bv/1wChueXwS+ZVjd/ldeMcLhvG2Fwwh8dSEPNnaGD/UQZCgKdHW3QddnZZaa9iJPvEsjc+8cgdOHwzj7362D38+sYTXfv0B/PcVZ2m2Lak0ktRCK3uuFbNFiGURYlm0RGYlQUJ6Vk6h+Lv8LZlsl8aXqqJLZhrb2kFiKlFVlQUAob4QejY7a6IolORojRkhLUVZjxZbgZF3WBIkpBfSSM2mQAix3CzT5XfJUUQPp5bjr3cvrja5WWeEekLwBD1V0RUtMDwDt99tOMTNe3ndQT7k4fCPrz0Vf/PDx/HsTBq/emoKr93Tb/rcGY6BJ+Sx3MLACmiahsvvshxapmi5XNRjofxXPQdGLr11G9Sz6EHJfWutJgkhePD4Ir53/0n84dlVYeD2WADvfeEGvGZPH1wrKZFSxItysWxLmKwYzdnS3FAUfJ0+Uw1enQTn5uAJ23N9fcWpvdjc7cf7f/A4Ti5k8fpvPYT/fMeZOGdjtdka5+HAe3hd/YISubFLgLWgTEA0Q1uqbErNrTrUtqJBZj6ZVyMnFEWhd2dvy514CSGYPzGP5Yll0AwttwIpCejZ0uPoNRIiN5icPzHfUDyspL2Vf6yLRSgWaom43CyIRJBL5JCcSSKzkFHnCVfA3LPkDroRiAYQiAY0I+np+TQWxxYhCRL8XX50jnSumd4KaJObdYfRnioURYF1s037fijgXBxSMynd1UqlgdlVtz6DF22JosNnTtwlCXIJYCtFYbUQSgKKmaLltJQoiChmirYEhUQisghco6Ta1LmURRRShaoXvlAWcdu+adx0/0k8OyOvrikKuGB7N644fwPO3VSfs1f2Y2elxLlXfZRAYD0KRGRjyvWI3HAuDvlE3nbqYXN3AD//0Hl4338/iifGE3jzf/4ZG7t8+MMnX6J+RhIklPLarqtAa9NSSrTAE/KY/s4JIWpKivNwpvtRNYMoiIgfWm2vEN0UbXkaRik1V7qjS6IEd9CNvp19VU7RdlFIFTB7dFZXIxnuCyMyGAHLs2vaVsEICCEoZopIzaaQmktVCd4VFNNF0CzdkLQ1IzTKsZbGlrAwupoaXJ5chiRIiG2PgUgE+VQe2aUsgj3BlvQvA9rk5nkFd8CNzILs/NgsvKmsGMWSCNqj/aIduPZiXPr1+3FiPosLbrgHT3zu5aYGS7vVPlZgN9yvppRsrCAUHxWjAj09VFYoLWSK+NGfx/CjP49hISNPmh6OwRv3DuA952/Ahi79ihiaW2l7YKAMtRFYFytb+pcEy+RR2a6cN5Y+dRJqRWFJsJxaU9Dh4/GT978Ap//jnciXRZxYyOLmR8br/KH0jsH7eNA07XhTQEIIcklZE2El+lhIFVDMyAukcF/Y0dQBIQSzR2ZVXZyv02epS70ZiGURU89MVaWH/J1+R6NFYlnE/Ml5teqrChQQ6Aqge1s3WPa5N52WC2WZ0MymdFsgVIL31lc9eUIeBKIB+KP+ppEnQggWTixgaWKp7m/JmSTKpTIKyUJVSr5NbtpQQ9DFTLHpiksRuwolfS2Pz8Xia285Ha/66v1YzpVx2jV3YP+1Fxs+H6XaollKzUnYDfc7oRNSwri2c/gUcDJdxH/++iB+fWAWpRVy0hty413njeAtZw0Z8iJSiFqlcZwVqOSm6AC5Kaw9uVG/UyJ/z3ajJm6OwdPXXIQtV/0vAODvf7EfJVHCO88daZq+K2Vk8WhkMGLrHGpRzpdVgu8NmY+6KFEbiqYcN05Lz6fVcmiGZxDbZk7QahalfAlTT09VRdDC/WF0b+525LiEEKRmUpg/Ma+ZavV3+dG9uXvNKsCMQhTk8u3UbMq0hka5ToXQBKIBw5FQQgjmjs5VidVrkVvK1f3cOdSa/lptcvM8ghLeLWQKTcmNMvkrFU16OKUvBJamIEgE6aKAPz47h5duNyb+k0QJFE2tqXBMJTcWyYni/eOIs7DFlaEkEdxzZA7fvPMYHouvemPsHgzjvS/cgFeeGjPV2FHRYdmO3PCrhNgqFCK9HuRG6cEmlkTH+tVwDI2T11+CL/zmEG564CQ+/6sDEESCV3SsrDZ1Hn01uudwVFOJ2lA0Zdr8TCgJKvkIdJvv7NwIkihhcWwRnpAH+WQevdt7W5KSU5BP5TG1f6qKdEQ3RREZiDgyHhXSKykoDe8WzsOhZ3NPS9yF7UCSJGTmM1gcWzQUpakE7+XVjt+KZsnssacPTCO7mG3+4QrkkjlIgtQSu4Q2uXkegeFlcZoSVm4EZWDRyq3W4ug/vxKf/vnT+Nljk/jo/30St/5/52lWiNTCSJ8rpyGWRVv+Mk6Ur1uN3ORKAn7+xBT+64GTODEvDwI0gJdvj+IDL92MM4asDcxORm4A40aRWljPyA0gP/diSZT7j9mTRKmgKAqfe/UOeHga3/jjcfzjbw6i/IIhvCSsn3JSCLDTUU1lJe4Jekw/f+n5tBpxivQ5G1FaOLmglgN3b+5uScsJBZmFDKYPTq++h5TsemxUv2hk/8uTy3XEhqIpdA51IjIYeU5paorZotwkcyYFUZAr6IyQG4ZjEOwJyroXi9VNkiBh7sScdsrOCAiQS+QsN0FuhDa5eR5BaQxnhtwYWYVTFIV/umwXRhdyeGR0CVd8/zHc8qFz0d1kZbge5EYoCbb8ZVTztTWM3MwkC/jvh0bxk4fHkVzRogRcLF69uQOv6PTg7PM32RI+Oha5+QshN0UUbUWftEBRFD550TaURYL/vPcEvvjncWB3D94w0qX5eSVla1eXVYtKMbFZZBez4H1yhZfdSr9K5JI5LE8uA5D7XLVSZ7M8tVzVVoBmafSf2m/Z36kSYlnE7NFZpOfSYDimqoWNv9OP6ObomhZPNIIkSrL7czxZV47eiNhQNAV/lx+hWMiy/4xYFrE0sYTUbMrWWKEgu5Rtk5s25NTU0uQSJElqOHBSDAWKpgxFbgDZ5+Nbbz8Dl33zAYwv5fCumx7FzR94AUINyrwlUVpTvQ0hBGJJtCVAE8siKIqypZcxGrl5ejKB791/Erc/HYewss1QhxfvOX8Eb9w7iMzoApLxpK3ya8D5yI1RLyUt0Cwt95kRJIiCuKaln0C1qNhpUBSFz7xyO9IFAf/3kXH869Oz6O0P4zUj1ZoBQkhLxPblQlkljWbFxEJRUNstRDdGHTsnpVIJkMecVulstISqnJvDwGkDjoi20/NpzB6ZVdNcYlmEO+CGWBbRvbm7JZOvFRQzRSTiCaRmU7qLGaEkN1euJDneiFdOO3UFLKWASvkSsotZZBYyVV3P7YJ1sS3z/mmTm+cZXH4XQGRHyEY5d4qiwPKsqUG+0+/Cj957Dl7/rYdwKJ7C+/77UXz/PWfDp5N/JSJRK3XWAmovKxu5fKXSrFVtEwRRwh0HZ/FfD5zEo6PL6u/P3tCB975wAy7c0QNmhRRllFOw2anAqcgNx8tE1g4xoCgKnJtDMVtEuVAG419jcsPbjz41ghzlPBULcyncOZrA3995FJs3d2NnX1D9TKW/lJPkRl2hUzDt85SaSwGQI5ZWG21qYWF0Qa2M697YOnHt8tSyWuoNyJWj/bv6bet6KqM1lVA6l/s6fOuegpJECem5NBLxhOH+TQzHwOV3yWmn7qBpDQ0hst1FZiGDzGKmzoHYDiiKQtfGLvg6fOC9fMs0m21y8zyD2o8qU2gqKGR4xvRENdzpww+uOBtv/s+H8OjoMt550yP4r/echaDGoCWJUkt60uhBiULZMUYTy6LtAVgrcrOcLeHmRyfww4dGMb3SGoGlKVy6uw9XnL8BuwbqK1OoFTUqsclunkuaGwCr5CZfXjOreQWtjNwoYGgKV507hPlUEU8t5fHe/34Uv/z/zkfPSqqnktw4GdkUSgLcATcohjI94aZmZXIT7A465tSbT+WxPLGSjgp7EepztvpKweL4IhZOLIDhGdAsDU/Ig76dfbZJR220RkGwJ4juzd1r3vi1FoVMAcnppBylMeIbRcnps3BfWDazNJkSlUQJueUcMosZ1XKkJaCBjkHrPQ2Nok1unmfgPBwomjKsuzHyuVrs7Avih+89B++66RE8PraMt33nYfzgirMRqTH5W2vNjSIGtrpaIxJxpFt1ZeTm8Ewa33/wJG59cgqFlUqsDh+Pt549hHecO6xOeJp4jkVu1Aq7oj2fmPWsmHKi4ssIOJrGZ0+P4ZOPz2A0kcdL/u0ePPrZC+F3sVUTkZOam3wqj0K6gK6N2jofPRQzRXUcCMaCTT5tDFXpKJpCz7Yex1fghBAsji1icXQRgLy4caIiSigJmDs2pxmtiW2NrXsKSigJSMaTyCVyhvo8cW4Oob4QQj0hSwaWSguG2SOza9Lw1t+xNve3TW6eZ1BFxQaciq1EbhTsGQzj/77/BXj79x7G/qkkXv/tB/G9d52lmskpuoI1NfArN25W2AxCWQAo69ur+xEkPDSXxTX//RgeOrmqAdjZG8R7zh/Bpbv7DDUjrTTxswM1cmNzpUVRlGxbXxQgCdZJoBIZa+Tg2yq0Oi2lgGIohDwc/v3V2/DaHz2FfFnEqVf/Hieuu2S1UsqmtqsWyjtvNhqWnJUrWXgvb6ldgxYqy42jG50X2hJCsHByAUvjq+9XbHvMtjfPczlaU8wUsTy1LPd5kgj4Ro7xK+aBob4VYbBJsicJEjKLcufv7GIWhBDDxSq1oBka7pAbvIeHN+IFTdNqk1Dlv8rCyxv2IrrZOc1XI7TJzfMQwZ6g2uis0UPtCXpQzBSbio/1sLMviJ/9zQvwzu89ghPzcpPNb739DJy3SV45ekKeNa0eUIiU1VQHy7MAgWUB4kyygJ8+OoGfPDSK2ZUcNE3JrSzefd4Izt7QYWqQcfldalWGHSh9oRRvFTvwR/1Iz6VlMbDFgd4dcsPlc9mOJFkB5+XgDrohlkTbLsWNwHAMJEHCSKcfV1+6E9f++iAA4Ft/Oo73njkAwNmUlCiIaiTMDEEhhKhNMoOxoGMeMArp8IQ8jldHEUIwf3xercACgN4dvQj2WI86CSUBc0fnqnQ7gDwm9Gzrgb9zfaI1hBBkl7JYnlyui9KUsiVwHq7K7ZvzcAj3hRHsCZqOYFcRmqVsXZTG6EKVoil4I154w174u/yac4A34kV6Lo1ipgiWZxHoDyDcH7atdzSDNrl5HsIX8WHu6ByKmWJD3Y3L70IhVYBQECxP6Ju7A/jlR87HB37wOJ6aSOCd33sEn7x4Gz7woo1q+mKtoLyMdqNFZl4uUSK498g8fvLIOP7w7BxEpTSUo/HWF4zgnecNY8Bifx6GY+TuzgYr2vRA0RRAySs/uxM65+IglkQU0gXLxNXtd6NcKEMUWkswtMCwDIhEUC6UZXfuFjUqrNQ5vef8DSiLEq777bP40h2HsTXsxhCcFRMrK2rWxZqa1HLLOTV6G+y2n5IiEkH8Wbl3FEU7Xx1V53JLAX07+xCIWvewKRfKWDi5UEdsgrEgujetT7RGEiUkZ5JITCYaRjhplgZFUfBHV7Q0JvuJSeIKoZnTJjSVaHQeLM/C3+WHv9PftDktIQRzx+aQmEqov1scWwTN0qrWplwoI7eckxfIDrcoUc+5JXtto6XgvTx4L4/MQqYxufHKxkyFTMHWA9QdcOPmD7wAf//zp/HLp6bxxf99Fg8cW8DHNkcQWAdyYznSoZyqgc2nEnn84vFJ3PzoBKYqLMzPHunAqzdEcDpLsPPFW20NjMrE60QKxeVzIbecQzlftvVdK1U4hVTB8mRIURQ8IQ+yS1kIBf32H62C2++WdSbpYsvIjTK4K9GpD7x4E07MZ3HzoxP45G0H8O2XbMCgQykgYJXcmE0rKUJib9jrSCVTai6lRhK6NnQ5OjERQjB7eBbJGTmNRlEU+k7tsxVVSS+kMfPsDCRBgjvgRiFdWNdoTblQRmIqgUQ80birOEUh2BNEqC8E3sObGmckUUJ2MYvUfEpOORnU0YglEaybhVCQxyOX3wV/px/+Lr9hkz+F/NbqmQBgcXQRxWwR+URejUJ2behC53C7/UIbFQhEA0gvpNG1QV9cSNEV+hxjHRV04eYYfOXNe/CCjZ245tcHcN/RBTw5uoS/PWcQ7x/pAu2gtkAPjvV00kG6UMb/7p/BL56cxMMnl6DwtpCHw+Vn9OOtZw9hS09Ard6QJAkMrJMbJ3xlFCjeP8VM0daE4wrIg1g+Za4nTS0UcpNL5hDytKaKRg+VPdhaJQ5VRdwV4uFrXnMKDsZTeHoyiWseHMc3L9zs2PEKGbkCz0xKVhIkNVrhhJBYEiTMn5gHzdDwdnoRGXDO5bh2UqRoCv2n9lt2OpYkCQvHF7A8tZraKhfKCPeG0bWxa82jNflkHsuTy3XRo1owHINwfxjhvrClwonsUhZTz0xZEgZ7I164A26wLhb+Tr9pMiwJEqYOTOmKoCVRQmomVfW7XCLXJjfrBUmQED8UR9fGrpZ1L7UCf5dfFvXlSw3TBy6/Sx0Y7YKiKPz12UM4cziCK3+2D/unkrj+/jHcOZHC1Zeeolnu7CTsduNWUmiVK5CSIOH+Y/P4xRNTuPPgLIoVq6lzNnTgzWcN4pJdvVUCYWXVrrjQWgXN0qBoypnIjTKhZ4sIwHoIn6ZpuAIyIbaq1QJWHXTzyTxCsRCEkrBm+XblXjj13GtBITeV5fdujsG33n4mXnnjvTicLOK/Dszin84aceR4ipjYTOQmvZAGkQgomkKgy35rgsWxRYglERRNOdacEpCJzfShaWTmMwBkYjNw2oBl1+FSvoTpA9NV4ljey6PvlL41H8OFkoDEdEKt+NKDy+9CZCCCQHfAVoWdy+8yRWy8YS8C3QH4u/y2PIPK+TImnp6o0gcZQT6ZtzXONEKb3DQDJVcdjT0+htj2mCN5ayfg8rvAulhkFjINPQPcATcyCxlHtQ9begK49cPn4cafPYnvHZjDY2PLuPTr9+NVu3px5UVbsSnamtWyU5GbXFnEw/vj+N0zM/jjs3NIV5CLTVEfLj9jAK/d06erpVFTEka8JxqAoihwLs4RcqNEa4pZ89UOtfAEPSikCiimi5bbQijp0sxCBqPpURQzRcS2xRDqbX0UpzJy0yoompva1EJ/2IN/unQnPvo/T+PHzy7gkuMLqgDfKiRJQjG3UillollmMVuEOyhXsditECzlSlialEXEnSOdlkqOtUAIwdzxOZXY0AyNgdMGLD93qbkUZg/PVr2bod4Qujd3r61tRUnA0sQSElMJEInA5XNpvpv+Lj8iAxHTWho9sDwLb8TbsITcG/YiEA3AH7VHaAAgu5zFwskFw+aCtSASQSFVcKR9Ri3a5KYJaIZGbFsM7oAbM4dmUEgVEN0YbVlqxCgoSu4RkplvQm78soW4UBQcdQ9lGRpv3NaFC7dG8YNjS7j1qSncvj+O3z4Tx4U7evDeF27AOSarh5pBXZFY2OXEUg73H5nHr56I48k7j6NYEXWJBlx49Wm9uPz0AZza37yixClyAwCsm3WEkNAMDc7DObIvpe9QPpU3PckQSa7+UHQTYllUy26dqOYyAoZlwLk5VdTcihYQtZqbSlxyai9++9AofjeZwlu/8zDu//RLLYvOAblqBkSOFhklFYQQuZHiSvsAu5g7NgcQuVrHyXSU0qOI83AQyyIGTxu01PdKEiXMHa9u4EgxFGJbY7aqrMxCKApYGl9CIp6ojqBUDCk0QyPUG0K4P9ySatNANFBHbjxhDwLRAALRgC1CI4kSMksZLI8vy5FRBySXueVcm9ysJ8J9Ybj9bkwdmEIhXUDfzj7HVi9WEegKIDGVkJtJ6jywvI8HKDlE77Q1OkVR6PFw+PKb9+ADf7URX/r9Edx1aBZ3HpT/bejy4bI9/bjs9D4Md9q3fFdC7EYI03K2hD+fWMT9xxZw/7EFjC1Wv+zDnV684pQYLjolhtMHw6Y0Q46SGxeL3HJOvTY7cPlcyCxkbPsPVYqKzaCUK2H8yXFdv521fF9cfhfKhTKKmWJLBk6ttJQKCvjQ9i78blLWF7zwX/6I0S++yvKxKvU2RhcLhXRBbjXCM6aiPVrILGbUvlTdm7odSyEk40ksnFgAIIvr+3b3WTrXYraI+MF4FbF3+V3o29nXskqcWpQLZSyNL+n2ilOiaMHuIIKxYEt7rgWiAcwdnYM76EagO4BAV8Dyu0cIQTlfRnYpi8ziSl8pB2tIaIZuWcVtm9yYgDvoxvCZw4gfimP08VH0ndIHb8j5gdMoPCEPaJZGZiGDcF9Y8zM0Q8PllTUUTuTdK0HRlPpgbo8F8d137cWxuQxueuAkbn1iCicXsvjKXUfwlbuOYEu3Hy/ZFsW5mzpx2kAYXRYqSfQIQKYo4MBUEk9PJvH0VBJPTybqyAxDU9gzEMJOnsarzxzA2XsGLEeVlHOwq7kBqium7FYVKeSmlC3Z6vqslBubFhVTjQmf0rtqLaCkY1tFbtS0lMb1UjQFN0vj7Vs78aMjstbit/vjuGRXr6VjWdHbZBbkNI+/028rekokuawXAHwdPvgcWKQo5zdzWHY4ZnkW/bv6LS2+kjPJOmfdcH8Y0Y3RNUlDlfIlmdTMJDUnfYqiEOwNonOos2V9t2rBcAw2nbfJsmhaEiTkEjlkl7LILmUddxpneAaR/ogsYPa7W5YFaZMbk2B5FgOnDWDh5AImn5pEdFMU4f7wmnp5KKBoCv5Of0NyA8gVMK0QV1IUVfdCb+7247rX7cJVl+zA7w/M4NYnp/DAsQUcncvg6FwG37nvJABZm3BqfxAjnT4MdXoRMPDiJ+NJpBN53H7XEYwv5jC2lMP4Ug7zOm7Nm7v9eOHmLrxoSxfO3tABL0Pj2APHEO3y2fq+nI7cAHLFlG1yUyEqtkNuKIqCOyiTA6EoGF718R4eg3sGMfn0pGa6Zq0jN0DrRMWNWl4oz9a7t3ch3B/B1/94DJ/75TM4Z0MHOi2Q+o6hDnjC5gwzM4ur5MYOlieXZZEoBUQ3RR0Z53KJHKYPTgOQ7+PA7gFLE//y5LJKvIAVCcH2mC1PHKMo5UpYHFtUS+1rQdEUQr0hdAx2rBmpqYRZYiOUBKRm5dLxfDLfUv8yT8jTsgqpSrTJjQVQFIXoxig8QQ/ih+LIp/KIbYutS/dYf5cf8YPxhtoCt99dZWPuFCiK0lXm+1wsLj9jAJefMYBEroT7ji7gT0fm8eT4Mk4sZDGVyFf5x9hFb8iNXf0h7B4M47SBEHb1hxCuCUk71QiuFeTGKa8bwDlRcWYhg3wqb2qy8AQ9GDp9CBP7JurMCe00PDWLVouKldVmI3IDCfjbCzbjzoOzODybxtu++zB+9/EXmz4W5+ZMTZDlfBmlbEl1krUKoShgcUyOPEX6I45UGhUyBUztn1KjsAO7BizvN9AdwNL4ktpQtHdnb8sd00v5kmwIqOHjAsjPRbgvjI7BjnWXLTQDIQTFdBHpBdlJWEk9thqtiKRq4bl995/j8Hf5MXzmMKYOTGHsiTH0n9K/ZjleBb4OHzwhD8SSPrlxBVwQSkJDbY4VUCxlaIIPe3lcursPl+7uAyD7yeyfSuLZeBrjSzlMLOWQN0A8SvkyKEnCxoEIhjq9GOrwYnjlv7VERvN8KUrtqmwHNEvLWiYHFjesiwXn4dSmoHbAeTjH9qU4hxazRdMrYZfPheEzhjGxb7U0VHFaXSuwPAvOy4GiqJaUmlIUBV+HD6Ig1u9/5TIJIXCxDL70xt249Ov349mZNN7334/iu+86y9FzqYUStfFGvLYWXPMn59VGs50j9lfapXxJjuqtjBl9p/RZrooC5O+4d2cvMosZRDe0tsiDEILUbAqpmZSsO6kBzdAI94cRGYg4OsY6DSIR5BI5ZBYyyCxmqhZVSl85M6BoeUz1d/nBull4Ah4IRQGFTEFt2FrMFtVFcKg3hHBv2MlL0sVz91t4noD38hg+Yxgzh2cw+tioLeMpK6AZGoN7Bht+xhOQJ6pCquCoqZnL60I+aT76EnBzOG9Tl+kS2cWxRaTn0xjZO2L6mIA8wQpFwbZWhuVZEJGgXHLGfI9IBKWM/SaTFEWpERe7E7o76Jb7Es2l0TncaZqYcG4OQ6cPYfzJcZTz5TVt0wHI98Ib8iIZT6KUsadB0gMhchmrJEig+dV7TVFyOwzlmiv9n+46NIdsUYCvhat6J1JS+VReNVyLbozaFsAKJQGTT0+q0bzY9pgjDsHesLflkYDschbzx+fVKKDidAzI429kIILIQGRdm242giRIyC5nVUKj54zMuZvbUjAcA2/EK+uvOnyaRI5zy/3d0nNplHIluPwuBHuCCHQHwHJrRzna5MYB0AyN3h29SM2lMH1wGqGeELo2dq1LmkoLFE0hEA0gOZN0lNzwHl4t+V0LKL2Y7IB1m1+daMFqB91aUBQFb9iL7HLWES+iQDSA1GwKueWcrcmDoiiEekJYGF1AIV1QK6jMgOVZDJ85jGP3HwMRCQRBAMuu3ZDj6/AhGU8is5RpCblRUkXlfLlukK+NIjz7hVfgvC/+AUvZEm686wiuetVOx88HkKu3lMiCne8/NZcCzdHg3bxtd2NREDH59KQaxYtuitru7r0WKGaKmD8xX5euKRfLap+kcH+4pZVPViGUBGQXs0gvpNVqzGbQIz3uoFslM+5A84o9IhHMHp1FMr46NxRSctsLJQosiRIK6YLplKsZtMmNQ1AmA2/Iq0Zxenf0WpoUWoFgLIjRR0YdTU1xXrljrRNlzEbgBLnhXJxj7Q7U5n424Y14kZpNoVwo29YMKKmI9Fza9so4GAtiYXQBqZmU5eeYYRm5Vch8Gpm5xsJ3p+GL+AAKyC5m0TViz0hPC8p3VcqX6tIrvJtHKVdSCaubY3DDm3bjPf/1KG56YBSvO30AO/uc91/JLmUBAtVG3wqK2SISkwnZiXirPSdiSZIw/cyqW3DHYEdDX67nAoSigIXRharJWYHL75L1lmFPS1x17SIRTyA1k7IUUVe0egzHqJVxvojPdF+r6QPTmvqd+RPzKKQLyCfyKKQLIIS0e0s9n8C5OQycNoDkdBKT+yYR7g+ja6Rr3U3/eA+vhgqdMuFSBvdywV6zRqNgOLnjsx0fF9bFWnrxa+Hyu2RzRAfIoi8ipzFzyznb5IZmaPg6fcgsZmyTTs7NwRP2IDWXQnRz1PJgHt0clcnN4tqSG5ql4Q171c7YTmshlOo2rVJZhmNACIEkSOrk8NJt3bhkVwy/3T+DS756H4780yvB23QOrkX2/2fvzeMcye/y4KdKJZXu+5Za3T3Tc8/O7O6sd71eGwO+OAwv5ojBfDAxYIK5/HpjYjsQg50EJ4EYeLkMxk4MIcHBEENiYzssYGy8653dmZ376kOt1n3fKqmu949fV/XdLalK3T3reT6f/rSmRyqVpFLV8/t+n+/zVMhFRQuxVUTEjoADFoe2xVltpaZWkpxhJ/xH9CeZekESJFRXqqiuVLdUOhiWgX/WD2dob5PP/QbP8WiVWmgWmjAYDSOf31g7SxyLV6v6JqtprNcoDARkrmXUlt2W/ezxWwZb9DgX74TDRz1fBqAoCu6YG9OPTaPX6GH5xeWJ5twMC1fYpWsbiTYQx9RBV7teZBgoF6fNUzijwGjWqXKj4zQOwzIwWU27WqaPAkfAofbZtcIVcpFtVcbflpE1wu63o1PpQBhobwmOAkX/NolJEJXcbJOno0yGbX69H3zzGfX2+//iqu77pByPNv94ur9Bd6BOAmldUbdKLZSXyjA7zLD5bAgfDx86YgCQNko9W8fi84uoLFc2EBvaQMM/68fs47NwhV2HZv9FXkQ9W0fqcgqLzy2qmqBhK9tWtxXBuSCOvPIIZh6bgW/aB9bGgrUNl/69Gd16F8mLyR2JzU7oNXpjhXwOgweVmwlC8f2opWtYubwCb4KUZA+qiuMIOFC4V0C/3R/JEGw3mCwmDHr7Q26UFbDAj294x7AMxME2Ey4jwmg2gjJQ6Lf7ugjIrR4rWsWWLrobm9cGykChVdLemlKOmWa+qck/xBl2ol1uo1lo7mtbwu6zo7RQQqfS0V3nYTKvVi63ITcbiPi6wyPsMuNc3IWr6Qb+780C2n0Bdp3ExXyfVz2Oxh2vVqs2QYemauygO0D+NjHpMxgNiJ6JHnj1ejNkmUSFlBZK2y7Q3FE3ydE6JNNPkiChXWmjWWyq7cfN6Lf7oA30lilWiibTfXa/HXafXRfxsyAIaOaaqKVrY+sYJVEix6xGF+3tcDg+tZcxKIqCd8oLm9eG3K0c2pU2Iicj+z4yDpAyvSIs1iNvBiC6m/2q3KiW9xp0N4p4TegLmlpAFEXtGIY3DqxuK+qZOvmi27V90WkDrZo7am1NKcdMs9jU1Nqxe8kJtZFvwBP37NsK2GghgsVOraO7NoxmaBiMBgy4rce/8j5tN5b/5z/1JN74G/+I5UoXv/8P8/iFN53UZX+4Blk1s/bxVt+D7kA1pdNStZEECZnrGUiiBKPZiMipyKHTp8iSjEqqglahtWVxZvfbETgSOJBz9GYoWW3NYlP9Pu8Fo9WIfqsPA2OAzW+Dw+/QbAsArPridPpoFVto5BuaKujr0a13H5Cb+xmK90clVcHyi8vwz/oPxNnYGXYidzOnW/inyWJSR08nDYqiNIuKVdM8Thu5AYg5YrehTytJGWft1rqayQ1AKi6tIpmU0GqZ7ww70Sw0Nem1KJqCM+RELV1Dvz2Zldq2z0tRsPlsqGfq6DV7uo8NGy1GMg6+SQemtKW2uwCwjAG/+B2n8JN/8iI+/pUl/OArEpjyat8vJS5jXPG3oodwBBxjV35kWUb+Th6DLjERjJ6JHroR6V6jp+7j+gq22WFG4Ghg30zmdoIsy+jVe2gWm2iVWjtOMW0GbSALEYvbQvRyTovmczzP8ejWuujUOujWuroZoa6HHtOr2+HA6fTv/u7vYmZmBmazGU888QSef/75Xe9fr9fxMz/zM4hEImBZFsePH8fnP//5fdpbbaBoCv4ZP6YenkI9W0fuVk733I69YHVbQdGUbhoEk9UEvrt/r8Fg0kZuDEYDKIrSTXcz6A50Sbs2GEnAoV66G5vXBoomrSmtsLqtYFhGs15LGSneT/sAYE1cOxHdjXl73Y1audlBY/SG0yE8MevFQJDwmv/097rsiyLOHMcYb9AboFEgn4uWqk0tXVOPudDx0L6R2GEgCiIKdwtIXU6p1WalrRw5FUHi0cSBExsF+bt5NHKNPYmNYvMRPRPF0aeOInwyDFfYpZ7nR4XIi2iVWijcLWDx64tYfG4R+Tt5tIot3YiN0WyEN+FF/KE45l49p1sXYTMOlNx8+tOfxtNPP41f/uVfxqVLl3D+/Hm86U1vQrFY3Pb+g8EAb3jDG5BMJvGZz3wGd+7cwcc//nHEYrF93nNtMDtIAKfZYcbyi8uopWv7ZnJGURQRFhf0ucCYLCYIA2Ho1YVWMEZGUzmUoij9vG5sLCADg44+bTmrx4pufThPir2gtKZa5Zbm7VEUqboojqPjwmw3g7WzaBaauhDCYWFxkRXsJCqM6ycG12MvckNRFN737WvtqK/eK2vaD0mUwLU5GIyGsXxDqqkqIJOWzLh6vG69i9JCCQDRqxwmL5tWqYXk88kN9g2MiUH0TBTxc/FDNQWlfN92g81rQ/hkGHOvmkP0TBSOgGPs1p8sy2iVW1i+tIz5f5pH9kYW9Wx9Wy2ZHnBHSbCpzWebqEfQgZKbj370o3jnO9+Jd7zjHTh9+jQ+9rGPwWq14pOf/OS29//kJz+JarWKz372s3jqqacwMzOD1772tTh//vw+77l20AZiApV4NIF2pU0mqkZUmo8LZ8iJTrmjCxM3mo0AhX0VFevidaNDxUzPLCeAkBtZknVrdSlTU+2q9ou6cqFqFrcPChxlO5IgoVPenxwbgHzXrB4rBp2B7sepImzfvN3d2lIKHk14YFptZf3O39/TtMDhWhwgrxK5ES/SPMer1bRxqzZCX0D2BgnDNDvNE1uNjwq+zyNzPYPsjewGoumOujHz+My+hGyOA2dwK7mxuCwIHgvi6KuOIn4uDlfYpeoQR4UkEnFy/m4ei88torpcBdfcn+vPJAw1t8OBaW4GgwFefPFFfOADH1D/RtM0Xv/61+PZZ5/d9jF//dd/jSeffBI/8zM/g7/6q79CIBDA2972Nrzvfe+DwbA9A+z3++j31y4+zaa2k7PeMFlMiJ+Lo1VsIXMtA0fQAf+Mf8NBK0syapmabkJMk9WE2EMxzRlLwFpZlO/x+1KCtrgsmsfqrV6rLiPcNEOrFQ09YHFaYPPa0Kl0VO8bLbD5bMQgMN+Ew6/tJG6ymuCKuFDP1OGd8o6to3CEHKhn66imq7AH7Pu2WnaFXBh0B+hUOzDF9BOKsnYWZod5a0iocftR8M34+1/4ZnzLr/8Dnlus4iv3yvim44Gx9kOL3kat2vjsY32HZUlG5kYGIi8emskoWSbj3eXF8obJIZPVhPCJsKZMq/2AyWoiFTSZfGecQadmJ1++z6NT6aBdaW9xLRYHIslEG4FfK1Vwm9dGKkcMDaPFiEFnAK7FgWty4Frc2sAJRcjzyz44s1wuQxRFhEKhDX8PhUK4ffv2to9ZXFzE3/3d3+GHf/iH8fnPfx7z8/P46Z/+afA8j1/+5V/e9jEf+chH8KEPfUj3/dcTShnS5rWhtFjC0sUlBOeC6qqislxBZbkCmibhbHpAz/wr1saiXW3DEZz8KsjsMKOcLGuafLE4LagsVUgmkEYTNYvTgvJSmcRtaJwIoQ00LC4LqqkqfNM+zUJMRWBYuFtAr9nT7JbtiXvQyDVQWa6MvTJnjAxxPl4so1Pp6BoHshtsPpuqY/DE9DGxBMix3+/2t5A0iqKIPmyPFmrMbcHbXzmNP/rqEv7jF27j1XN+0GMc18qk1KgXbVEQ1YvPuOGYxYWiuuqPno7CyE7GTn9Y9Nt95O/mN1QiKIqCb8Z3oFYco2Lq4SlNbRtZlsG1OJXQ7LYIk2V5z0gZxRTT5rHB6rUSO4xtFicWpwVmhxlttg1REGG0GOEIOtSJyf3CgQuKR4EkSQgGg/jDP/xDXLhwAW9961vxi7/4i/jYxz6242M+8IEPoNFoqD8rKyv7uMejwWA0IHwijOjpKMrJMjLXMug1eqilawCIffWklOVa4Ag6hh5T1AqzwwzI0NTCs7gsoBlaF5M7R8gBSZLQLuuj51AcfPWKdnCFXTBajCgvadN0AORCrlRvtLR3PDEPDCYDSkulfdOa0Ya1Kpue7V8laZ5rc1uOf0fAMdSk2k9/yxxsJgNuZJv4vX+YH3kfZFlGr9kj9gQj6mXapTa69S4cQcdYVZt2pY16pg6AZEZZPQcnyJVlGaXFEpIvJjcQG4vbgplXEKO6+4XYABiL2EiChFaphdztHBa+toDUpRQqy5WhqsvbEXSr2wr/rB/Tj05j7qk5xM7G4I65YbLs7GIsSzIKdwvIXs+iU+mgU+kgfyu/wTJElmXwHD9RU88Dq9z4/X4YDAYUCoUNfy8UCgiHw9s+JhKJwGg0bmhBnTp1Cvl8HoPBACbT1nIzy7JgWX0M6/YLFpcFMxdmUE1XkXoppZYKJVFC/k4e8XPxg93BTTBZTDBZTOhUJ78Sp2gKVo8VnWpn7NIyRVGw++1olVqae+5KdlIj19i2Tz7y9owGuKNu1NKkDanVm0KZ0MvdyqFT097u8s/40Sw0UV4qI3o6OtY2aAMN37QPxXtFtIqtPcWTesEdcaOeqaOerSN8YvtzzDiwOCzo1XtbzMhCx0K7PGoNXpsJj0578JV7Zfz6l+7ip157FMwInzvf4yHyIsxO88jHi6K1cUVGF/9KooTivSLMTjOMrFG3WJdxIAkSCvcKZApy9XxJMzSCR4Nwhg+PWHhSEAYCWqUWSgulsReZNEODtbMk9dtjI4vAEY8nURCRvZHdduqztFiCI+BAr9FDr9GDMBAmmi11YJUbk8mECxcu4JlnnlH/JkkSnnnmGTz55JPbPuapp57C/Pz8hkmLu3fvIhKJbEts7mdQNLWtFXa30dVlvFdvKOGI+wGb16a56qLEAehRbXJFXOjWurqN9XviHkiCpNvItCNIfEvKi2XNlRKGZeCJe9AqtjRVQNwRN4xmUlHaj4ofsKqPWc1X03O6TxFIKrqXcfDvvuesevv/XM2N9Nhx9Tb9Th+9Rg9Gs3EsHUR5qQye4yGJEsInDy5agWtzSL6YRLPQRL/VJ8aTQQeJTIgcnsgEvSEMBNQzday8tIKFry2geK84kj+R8j5FTkUw99Qcps5PYeaxGQSPBmHz2kYmNjzHY+Xyyo52Fr1GD8X5IlqlllqxedlmSz399NP4+Mc/jk996lO4desW3vWud6HT6eAd73gHAODtb3/7BsHxu971LlSrVbz73e/G3bt38bnPfQ6/+qu/ip/5mZ+Z3E5+7beB//MeoDx6uVgLJElC4U5hy4lfFolJlijob6akBUprarPt9yRg89rANTlNU1NWtxUyZDXUTwssLguMFqNuZIRhiS6ltlLT5cJPURT8R/zgWpwu7TNvggiKSwvjt5UomoJ/1r9hUmc/4I64IYmSrkRcIRVapk2mfTb8wptOAAB+++/uQRzhcxcGAixOy8iVzPVVm1EJQK+51i4PnwhrrjDuhUaugZWXVjYME8iyjHqmjtSLKXVs2WghwcXR09FDE5ugJzYTmsK9woZz2F6fo8lqgnfKi6mHp8gY+ekonCGnJi2MLMtk1P6F5MiTo71mb2Kt6QP99N/61reiVCrhgx/8IPL5PB5++GF84QtfUEXGqVRqg0hzamoKX/ziF/Ge97wH586dQywWw7vf/W68733vm8wODrrAl36J3H7hk8BDPwCc+0HgyDcDhsm+dUrIoCJ4lWWZXOhkUoJNXUph5hUzh2ZVYjQbYbKa0Kl1NE/mjPJc47aCaAMNu5dEFGgVV1MUpWpRfNM+XT4T75QXjVwDrZI+bRub16aKn+1+bVNKBsZA2krzRXSr4zsgO4IOVFIVVJIVOEPOiV8glecszhdRz9XHasVsB4ZlwLCM5lHatz85jT/48gIWSh18/loO33V+uLYf1+TQa/YQdQ7fJpQlGc08mRxVzBVHeWz+DsmN8sQ9moXqe0ESJBTmC5BFGemraSQeScBgNKBwp7CBpLpjbgSOjp9ef1ghDAS0S220Sq09F2P97kZyQVEULG4L7D47bD6bZlf29Rj0BmjkGqjn6pD48Ra1kiARp+gxHbF3AyXvl6LvkKDZbMLlcqHRaMDp3ONLzTWAz70XuPY/N/7dFiRE5/xbgfA5YAIEQ5ZliLxIfgTyW+IlCAMBvSbpWbI2FqHjoYkcGOOgulIF1+LG1mKMguJ8EZJAyuHjolloorRQwpEnj2gmJEJfwMKzC4ifi+s2iZa9kcWgO8D0Y9O6EKZuvYuVl1ZUF1MtkCUZSxeXQNEUZh4bn2S3y21krmcQOBKAN7E/gZqFuwXUs3XMPDajW4Bs5kYG7VIbc0/NaVoF/9bf3sNv/O1dHA/Z8YV3f9NQk1PJi0kMegMce82xoT+HVqmF7I0sbD4b4g+NpuErJ8uoJCswmo2YecXMxElpPVtH4e6aNlONUFkdrqAZGuET4UPrWTMORiE062FgDDBajWCtLGw+G2wem+aJUAWSIKHb6KJZaKJdaUMW9aEOoRMhuCPuoe47yvX75Ve30xNmF/B9Hwe+9w+BzCXg6p8B1/8C6BSB536X/Ch47zxgH8+jYjtQFAXGxOxYWpVlmVwYrmVg99vhm/FN1O1xGDgCDlSSlS05O5OAzWND/k5eU4q2zWdD7nYOXIvTvPpkWAZ2nx2NXEM3cuNNeLH84jIRamtM9wZIK87mtZFKSdCpaXKEoikEZgPI3syimW+OXQWx+WwwO82opCpwRV37cgy7Ii7Us3XUc/WhRb97weKwoF1qg2txmj7/f/7UDP7oK4u4W2jjizfy+PaHIrveX5ZlDHqDXadXtkMjt9qSGpHk9jt9NTk8dDy0L9U2ZV8VrJ8YNTvMZPzccrDj53qiU+0gfTU99P0NjAH2gB2OgGPs2IXtIIkSeo0euvUuurXuxExm9fIJ24yXV/1uUqAoIH4B+I5fA/7lHeCH/gw4/T0b7/Prc8CfvwNY/DKwD9byFEXM82ZeMQOKprD8wjKahea+jdZuB6OZ+BlodbEdBha3BSIvakokNzAGWN1W3ca4XREX2uW2buONZocZVo9VDTTUA4rOpZ6ra96WPUBM38pL5bG1VhRFSJIkSKit1DTv0zAwO9bFQOikEdNDVAwALosR73hqBgDwrj+9BGGP/RMHImRJHuniznM8OtUODEbDSKRZCcWETFpZenpl7QSuxe14UTWajZh6eOplRWwAciztRVQNjAGuiAvxc3EcfdVRhE+E1Ty5cSGJEjq1DkqLJSxfWsa9r95D+moa1VRVV2LDmBm4Ii6ET4Yx+8TsyzNb6r6EwQic+Hbgn30KeN8yYFw3ZXDjL4E//m7gdy4Af/1zwMrFie8ObaAROBJA/FwcjTwR3ekVBzAO3DE3qd5MOGuKNtCwuC2awxAdfodu5MbmtYE20mgW9CN3voRPXT3pAbPDDEfAgdpKTbMonaIoBI4GIAoiapnxiYnVY4XVY0Wr3NIl0HQYuKNu1RNEDygj4HpY2P/Yq2fV2//1a8ld76v4DZmsw2spVCFx2DXSxbCeqYNrkvyq4NH9iVfYXLVZD57jUU5q9286bDAwhm2J4yQIDUCOodJiCfNfnUf6yiqZaXIjuRWPgtBcCOETpDU+asVxFDwgN1pgcQO/mAN+pQH8i38EHvtxwOQAqovApT8GPvF64L++GchdnfiumKwkxsET9yBzLYPifPFAJqrMdjPsPrtaup4kbF6b5igGu98OUPqURimagifu0S38EiAVKlfEhdLi+P4VmxE4EoAsyyje2z6gdhRY3Va4Ii6Ul8qaVnfBuSD4Ho/iveK+VB+dQSesbkKo9ABtoME6WEiCpHn/3VYTTkWInuD/3izsel+F3AxbvZDlNSHxKK1EnuNRWiShmKFjoX1xmpXEve0Qdho7vt+huL1PqkLTrrRRuEeSv5e+voReY3JTSxtAASbb/ti2PCA3eiFyHnjzR4F/eRv4tv+w9vfkV4A/eA0hObc/B0iTIxybW1Wpyyk0i/vfqvLP+tEoNDS1jIaBK+xCp9LRdFFlWIZMEem0AvREPei3+6iu6NNKoigK3oSXaB1S+hBGo8WIwJEAmoWmLmPYgdkAjGYjsjezY1fsWBsL37QP7XJ7X/ySaIZEXXTKHd2qYjaPDb1mT5fj/hM/+hgYmsLXl6q4mq7veD9lBHrYKZh+uw+e42FxWYau9sgycZyVJRl2vx32wP5EZqSvpXck9CabCZ64Z1+GFw4Cdp9dN0IjyzIG3QFq6RrSV9OY/6d5ZK5lUM+sJX+PU+03GA2wuC0IzAUw+4pZHHnlERx7zTFMPTyFwJEA7H67GiALkMVfcC6o68TWbngwLTVJrFwEvv77wI3PAvIqqfHMAK/6eeDhHwaMkw2aHHQHKC2UIIkSgseC+zpVVc/U0a60SShoqYV6po6ph6d0f55qqopOrYOp8+NvWxgIWPr6EmJnY7rYx7fLbWRvZDHzipmR2gW7oZ6ro3CngMSjCd1Gb/O382gWm5h5TPt+ci0Oy5eW4Qw5ETm5uwh2J8iSjOVLyxA4ATOPz0zcp0TkRSw8twCLw6LLsalMowWOBuCd0j759Z5Pv4T/dTmDN5+L4Hfe9ui291GmtI4+eVSdItoLQl+AyItDT4p1a13k7+YhDkTMPj479POMC1mWkbudQ6uwRnJphobdZ1fdcye9D/c7JFFCt9ZFp9pBp9oZymDUaDGqZGcLKCKat3qssLgtsDiHcy+WZVk93hh25wGZYTHK9ftB5WaSmHoF8P2fBP7fq8Cr3wOY3UAtCXzuaeC3zgNf+x1goD3faCco6d+eKQ+yN7L72qpyRV3g+zyyt7LI3c6h1+xNJBfLHXOrac/jgjEx8E57UZzXpyVi9xNPicLdgm5VM1fYBbvfjtytnG4i2OCx4FrFRaMI3uwwIzAbQDPfHFtzRNEUIicjEEVR1/duJxiMBniipI2oh1OqxbmaWVbR5zv9ztccAQB8/loOK9Xtq0t8lwdFUxtWyHuBYZmhiY0syygny+B7PIJzwX0hNsX54hqxoYDIaeKgGzkVgSvsekBsdoDIi6iuVLFyZQXzX51H5noG9Wx9aOf0zZOKZocZ3oQX8XNxHHv1MSQeTcA/6yfj5UNOyVEUBaPZCLPDvIXYyJI8UW3mA3KzH3DFgdf/CvD0LeDbfw1wxoF2HvjSLwK/GgV+xQX09RG1bge7z47pC9MwGA37N1UlE9LQKrSIHwIF3cr/60EbaPhn/ESTouE1eeKeoXr8wyJ0LASuxan6Bq2gKAqh4yFIgoTSQkmXbdIGGpHTEQw6A1226ZnywOqxonC3MHawJmtn4Z/xk/ZUcfLtKc+UBxRN6aIRo2gKNo8N3UZXl0XE6agT56fckGTgNf/p77f8/7hj4KOgW+uqnlqjmv2NCkmUkL2ZVYM4zU4z5p6cI7YFh8Ss9LBBSf4uLZaQvZlFaaGEbq078rnQ4iJVGc+UB7GHYph79RymL0wjcCQwVhTDdvvJczxaxRaK80UyjfWVe6hlJzch+YAC7ydMVuCJnwQu/HPimfPXP7f2fx+JAd/2H4HH3gEw+rePlLBCZ8iJ4kIR9WwdwWNBmO36t8ZEQUT6anqDSFcWZbQr7YmEJDrDTlRXqppCGGmaRuBoAIW7BTgDTs3GVwzLIHA0gOJCETafTZcWC2NiED4ZRuZaBjafTRfvG7PdjMBcAMV7Rdg8Nk3BpxRFKi/JF5LI3coh8XBiLJ2Ad8qLVqmF4r0irB7rRNtTjIlRg0p7zZ7mlp/NZyPGa7WuLqZy33oiiCsrdQBAtTOAd50Yc5wx8FGgVG0AwDejj/P2ThB5EZnrGbWC5gw5ET4RPpQp3rIso1PpwOqx7ovPz3bP32v0VH3a+or4rq2ldWBMDDH589pg9Vh195eSRImM8a+6Z3NNbluLDD2mC3fCg8rNQYAxAY++Hfg3FcCzNvaJL7wP+O0LwOX/NjHhsdFsROxMDL5pH3K3cijcK2jKaNoMSZSw/MIyuBa3RQw4icoNsDqSfCSgOYTR7rfDZDXpJtx1RVxgrSyK89qnkhTYfXa4oi7kb+d189NxR92k5XU7pzn8k2EJAeOa3NjVEKU9JYnSvrSnvFNeUBSF6rJ2EbgywqvVokDBz33rnHr7My+ubPg/URBhsph0c1nejG6tC67JgbWxmkjvXuA5HqnLKZXYeBNeEsR5yIiNLMtoFptYfmEZmeuZXcfUdX9uSUan2kH+bh4Lzy5g5aUV1NK1La3+HRcCFJlsDBwJYOaxGRx58ojq6qyV2CiC5Ua+gcLdApIvJHHvq/ew8tIKSoulXb2/Jjml9YDcHCQMDPDul4B/Uwbe/BuAIwI0VoC/+hngD18LLD87sae2eW2YuTADI2vE8ovLaOQauhxkFE3BGSY5QZtXNZIoTUR3A5AVM8MyqGfrY2+Dooiav5auDbX6GWZ7oRMhtEot3XQYABA8GgTN0Lpd+CmKUsMPc7dymkfO7T47PDEPKsuVsQkta2fhm/HtS3uKYYmpWLvS1mwtwJgYmB1mkjivw2dD0xT+/VtIYviffj0Fad1nIwkSBr3BRLKU9qtq02/3kbqUUifMgseCCBwJHKo2lCzJaOQbSF5MInczp04WVVNVzVq13SCJEtrlNnK3cpj/2jzSV9NoZBsQBzsvRteTCOW4jp6J4thTZIrJm/CCtbO6vL/CQECr1ELmWgZLzy8hfzuPerZOKvZDHvoiL0LgJnNNeEBuDgMMRuCxHwN+/jLwhn9LYh/y14D/8m3AX7wTaGYn8rQUTcaMpx6ZQqfWQepySrMTJUVR8M/4MfeqOYROhsDaWZXkyKKMTm0yAmqlelNZ1mYgaHaY4Qg6VE8PrWBtLHwJHwr3CroJgWkDjcipCNrltm6aHoPRgOjpKHqNni76E/9RP1gbi9yt3NiVQe+UF2aHGcV7Rd2qVDs+V8ILUNDltdt8NggDQTczzbc8EoPTzGC50sU/3F2rAirHk17ZQeuhVm3sk6vadGtdpC6nIAwEUDSF6JkoPDHPRJ5rHEiShHq2rl64N4/4m2ymXYnGuOhUO8jeyJKR7esZ4qQ9xDnN4rTAHXHDf8SPmVfM4Mgr16ozehwjQl9As9BE/m4eS88vYeFrC8jeyGpeDGl19d4JD8jNAUISJKy8tIJGoUEOEKMFeOrngZ+7RHQ5oEho528/BnzttyfXqmKNiJ6Owj/rR/5uHoW72ltVFE3BGXBi5rEZJB5NqFoYvcSw28HissDisqCyou0CFZgNoF1t60bEvNOk7aGnsaHFaYFvxodapqabNbrFZYF/1o/KSgXtijaBO00TsbLIiyjcG6/CRNEUwifDkERJzRGbFIxmI1xhF9qltmZSoramdKrWWU0M/tljZFT9v35tWf27csHTm9xsqNrolHK/Gb1WD+nraZJDx9CIn48fmuBLSZRQS9ew9PUlFO4WtrRqbT4bEo8kMHV+Ckaz/nqnXrOHVqk1FGmweqwIHgvi6JNHkXg0AW/CC1/CB9amvTrDczwa+Qbyt/NY/PoiFp5dQO5WDo3sRg8zreL5B+TmZQhJIimrhbsFzH9tHuVkmZAKmx/4rt8CfvLvgfjjAN8BvvRLwCfeCBRvT2x/bB4bph+Zhslq0rVVxdpYRE5FcOSJIzAYDZqs+vdC4CgZR9ai72FYBqG5ENG16NBGUy70tXRN19fuS/hgNBuRvpYeezppM7wJL1whF7I3sppPOqyNRehECN1aF+Wl8UwSWRsL3xEfhL6ARnayGgcllVwrCTU7zDAYDbrpbgDg7U/OgKKAf7xbwkKJEE9RJBcVvUWt3epkqzaD7gCZqxmYLCYwLIPEIwlYXdr9pbRCEiRUU1UsPreI4nxxy3ffHiBTp/GH4rC49PGa2g67kTyKomDz2RA+GcbcU3OYOj8FT8yjeTxe0c3Us3XkbuWw8OwCFp9bRP52Ho18Y9c2/aimlQaTAXa/HYEjAdXwbxJ4MC11gKAZGhRFQRZlyJBRWa6gmqqSlO9pH9joI8CPfwm4/CeQv/iLoDIvQP6D10B66r2gv+lpUIz+qwYlQsARIK0ZJTlZyc7RAqOFBN2lLqdgNBt1mfbZDJPFhNDxELI3spi+MD32ysoZdqLb6CJzI4Op81PqBWTcxHOzw4zI6QiyN7IwskZdLhoUTSFyKoL0lTTSV9JIPJLQfJJTdEeD7gDpq2SbWswfXSEXcWxOVWE0G+GOukfehjfuRa/WQ2G+ANbB6mZiuBkmiwnumBtck0O/0x/7dVMUBZvXhmahCZEXdYkqSPiscLAMmpyA1/3nLyP5H75zIpWbSWtthIGA9NW0auo2fWF64maNe0ESSWhrNV3dtv3jCDrI+XifTFBNVtOGqSeKpmD3EWdou9eu6+ctCRK69S6axebY2jZZkmE0G7cdRqAoSv3Omp1mWJwWMCyzL5qqBw7FBwhJknDvK/d2FF9RNAUDY4AkSmC4AoJ3fhW28j8BAHruh1E49+8hO2JgTMT50WA0kN8m8pthGZis2jwwuvUuivNFWJykZaHHibrf6SN9NY3YQ7GJjKIDZPXdKrWQeCQx9spWkkjb0GQxIXwyjEqyglqmhqNPHh17m7V0DaXFEqYentLtIi3yIlIvpUCBwtTDU7p8RiIvYuWlFYi8iMQjCU3jxrIsI3czh1aphfhDcdh8o6dJi7yI5ReXIcvyRC+IPMdj6fklWN1WxM/Fx95Ou9JGeakM75RXN/uDd/7xC2rW1K0Pfxs62RoqyQpmHpvRbWKqXWkjcy0D1s5i+sK0rhchSZCQeimFfrsPo9mIxKOJAyc2XItDeamMXqsHiV9HbChCzL0Jr24u46Ogkqpg0B3A4XfoOnIuyzL67b7qXNxr9gCZTFJpqXabHWZwLY4Y9q2SGLPTTDSXOgreR7l+PyA3+wDFwKjf6WPQHqDf6aPf6YPv8du2fSiagtlphn+WiDJpA6nwQJaBq58GPv8LQL8J2eKB9ObfgTD9BggDAcKA2FwLAwHiQARFUejUOjBZTUSP4rSoLqoj7b8ko56to5aukbZFxKX5pNepdVC4U0D84ThMZv1PHsoFFRQQORUZe3+FgYDlF5fB2lh0ah1QoBA+FYYzOP6xU1wooplvIvFoQrecFaEvIHU5BYZlED8X1+VkqGwTFEhVSMOFSBIlpK+kwXU4JB5OjFUJ5FocUpdSsLgsiJ+LT2xUuLRYQjVVRfx8HDbP6EQMIK934WsLsLgtiD80PknasE1JxpF//XkAwK99/zm81s2ilq7hyCuP6Kb9yN/No5FrIHYmpmtLSpZkpK+l0a11YTAakHgkcSCkQYEwEFBeKqvj3GanGVyTA0VRcEUIqZmEnuYgwPd5dKtddGoddGvdbfWUDMuM1II3MCRXyuKywOq2gmZo0DQ9cffoB+RmF+wHuREGApk26HDo1Xvod/okNdjGkh87+W2ymrDw7IJaCqUMFFgbi/CJ8O4l0Ooi8OfvAHIvkX+/6ueJAzK9dcUuyzIGnQF6zR56jR56zR5oA02IzqoAd9gvsTAQUFooYdAb6NKqapVaKC2WEH8oPpETnSRKSF1KwRlyqnqKcVBKllBNrnmgWNwWJB5OjL09hXj1230kHk3olrA86A6QupyC2WlG7ExMl4v/oDfAyuUVGEwGUhXS4Ikh8iKWLy1DFmUkHk2MdfFo5BrI38nDm/BOrFcvCRIWv76otk3GJca5Wzk0i03MvWpOt8/4d/9+Hr/2xTu4MO3B737LETTyDcw9pc/2hb6AhWcXYHaakXgkoVvVRpZl5G7l0Cq2QNEUEo+MR2512RdJRi1DKl7rpxeNFtIq9sa99328gyRK6DV6anVmWE2MwWTYcfrLYDLA6iK5Ula3VXNHYFw8IDe7YBLkRpZlcE1OPZi4FhHj2bw22Dw2mGymHVe9C88uqH350PHQ8DoUoQ/87a8Az/0e+ffxbwe+748Adu/HC31BJTsAEJwLDvecq+g2uijeK8LsJHlCWk6s7XIbhXsFxM7EYHbqf8Ib9AZIXUohciqiTrGMglaphezN7JbW4ShBhdtBEiWkr6YBGYif16fSApDqxspLK7D77cQITYcTUL/dR+qlFFgbq7kqpHweBhNZvY9DlvJ3SHUheiY6sQmbeqaOwr0CwifCcEVcY22jU+kgfS2N0PHQWFqj7VBscXjVR/4OgiTjT958EkFBwPHXHtflc66uVFFaKCF4LKjrSHZxvohaugZQIG3JMb6HWiHLxASvOF/cII5VnNvdcfdE/IK0QpZltIot9Bo9OEKOXYXXnVoH1VQVvfp4xnisg0W/RSYFGZaB1W1VKzNGi3EiZEaW5ZG2+4Dc7AK9yI3QF9CpdVRCA5BpI5uX/Ax74SvcKxAhY9Q93kr72meAz/40IPaB0EPA2/6MZFlNGEqrimEZzReYbqOL3M0cwifCEznxdWod5G7mRi6Fd2odlYCsB0VT8M344Ev4NO2XyItIXUqBtbOInB6/dbYZ3XoX6atpuKNuBI7qY4jWa/SwcmUFVo9Vc1VI2ZbFRVo2o25LEokWatAdYPrC9ESqfrIkI/lCEpIgYfaJ2bEInSzJWHh2AayN1SV1XMFP/cmL+MKNPL7/uA8/ecyL4685rst2kxeT6Hf7hLjrpIVRCBNA2sOTiF/ZC/1OH6WF0pbpNVfYBf8R/4HrfnaCEiKqZG3RBhozj82o+jdZltFv9dEqt9Aut0HR1IbIm2Fhsppg89pINYamYHVZJxLpIYkS+u0+iWNYjWZwR90jVdUfkJtdMC65kSUZveZaqa/f7pNRSZ8dVq8VFofl4OzCVy4Cf/Y2oFMEXFPAj/414D1yMPsyJvqdPjLXMvDP+idyAqyla2hX2oicigx9MivcK6CeqYOiqS2eE4yZwZEnjmgmDkolwxF0IDgX1I3gtMttZK6T99M3rY2EKehUSSXCGXRqrgq1Si1kb2RJhtAY2+I5HssvLMNgMmD60emJGNkp4lrfjA/+Gf9Y2yjcLaCerWuu9K3HP9wp4p//l4uwMDT+8juO4dSr5vZ+0B7ot/tIvpCE3WdH7KGYDnsJNAtN5G7lABCLBu/U+K3hcSDyojoEsB4WlwXBueCBtcaGhaL9Wg9vwgur24p2uY12pb1FJ0Mz9J6GfwbGAKvXCpvHBqvXCiOrP5FRRsvVbKkWty3xsgfsiJ0Z/nh7QG52wajkRtFHdKodgIJambF59QlD1A31FeBPvgeozAP2MCE4gRMHvVcjged4pK+miaBP5xOhLMsoL5XRKrVGMt8S+gLaVRIB0Kv31G0B0CQ4XQ+uSVJ9WRuLwJx+1vONfAPFhSJ8Uz6Sfq3DdpvFJnI3c3DH3JrJmLKqH5c8dKqksuYIOHStfCmQZRnpq2n0Gj0ceeLIWOSkW+9i5aUVXS/uoiTj6KqweNphwpd/8Q2at1laKKG6UkX0dBSOoPZWn0KEIQOeuGfk1rcWyJKMRq6B8lJ5g8GcEmbrCDgOVbzDdqgsV8byhlKE0RtAEdNP5bqlV/yCAlmWIfSFtaDMFiEzsrg3tWBYBkefPDr0c41y/T5EV+fDCYqi1Ch4s8N8eL8U7ingHX8D/PH/AxRvAv/1O4Ef+yLgG/7AOWgYzUYkHkkgfS0NoS/o1lIBVmMhZv2gaAqpyylMnZ8aqp3BsAzcETfcETckSUKvTtxDG7kG0lfTZFJF48pHmYxLX0tD4AVETkZ0qQK6wi7IsozCnQKEgT7vpzPohCQQW/rifFETwfFOecFzPCrJCoyscWRti81rg3/Wj/JSGZaMBZ64vtb9FEUhcDSA5ReWUU6WET4RHnkbFhfx9WgVW7qRG8O6Y2O5pd28UZZlNAtN0AZ6rDH9zRD6AjFClIlHTODoZITf20HkRZSWShsMH5WYGe+U90BSvEdFLV0b2/RSIRRGi1HVfCrTTHpD5EX0Gj3Uc/Wx3biFvgChL0xExH34P+lDAHfUDYvTcniJjQJ7EPjnnyPam04J+JO3AK38Qe/VSDAYDZg6P4VBb0ByiUT9IieU3CvvlFf12xgFNE3D5rUhfCKMo08dhdFsxMqVFV1cjC0uCxKPJNBr9JC+ltaUj7Ue7ogbkdMR1DN15G7mdAn6c0fdcIadqGfqyN/Oa8qWCc4F4Y65iUg4P7oDsTfhhT1gR7PY1NURWIHZboYz7EQj1xhLz0BRFBxBB7gWp5uLNAB86sceV2+vVMf3JwFIdUkYCHAEHZov/rIsI38nj16zB2fISYj6Pp03O7UOkheTaBVaoI3kdTiCDsw+Pgv/jP++IDbF+SKK88W977ge1FoMQ+Q0cYI/8sQRhI6FYPfrY/qn2Jk08mRacen5JTX7apgKzW7QKz5mM0Z+1blcDv/tv/03fP7zn8dgsPHL2ul08OEPf1i3nXuAMWD1Aj/yl4BnFqgvA3/6A8BA28lvv0EbaMTOxEi0wEv6RQso8MQ9CMwGsHJlZeyIAcbIYPYVs7A4LEhdTumyj6yNReKRBIS+QEiTTmGRzqAT8XNxdKodZK5mNGfBAMQ1OHwijGahieyN7NihoEp1xOa1IX87j2ZhtCBQJdFcEiRkb2THIiB7Qan4FRdGvOisQvFE0jPd/LXHA3gsTCYj//JSRtO2lPBVPbRujVwDnWoHRtaI0LHQvugQJUlCcb6I9JU0hIEASZRg99kx9fAUoqejh96vhu/zyN7M4s6X75CpsmFAk5iGyKkI5l61FsPA2lhdxMCK2V8tU0P2ZhaLzy2uxTHkNmZLaQ0EnlS21Eiam4sXL+KNb3wjJEkCz/OIxWL47Gc/izNnzgAACoUCotGorqttvXGYHIoniuoS8EevB7pl4PwPAd/z+8BhrzxtA6V3HjwW1H3st1VsIX83j9iZGKye8bJtlIkGRcujh0W7yItIXyMW9fFzcd2M/rg2h/TVNBgjMfrToxTcKrWQu5mD2WVG7GxsbB8cSZSQuZ5Bt9YdS/fB93gsX1oGRVMTcTCupCpo5BoIHg2ObG4nyzKSzycBCph9fFa3ffrk/7mOD391GQmvFV/+hW8eq0IiiRLmvzYPA2PAkVdqE8gPegMkLyYhSzKmHp6C1T35vKh+p088o1bDTmmGRuhY6ECmskaBJEpoV9poFppjtXQipyOajES37I8kgWtxxAutTvzQhq0eDyNiXg81ksGxGskwgtfaKNfvkSo3//pf/2u85S1vQa1WQ6FQwBve8Aa89rWvxeXLl0fZzAPsB7yzwA/8F4CigSv/A3jhEwe9R2PBFXEhfi6O8lIZxfmiphbIZjiCZOWTuZFBuzxeCraSxeSOuJG6nNJlFaK05kxWE1KXU+Da+pRtzXYzph+dhizJWL60PHLg3XZwBByInYuBa3Lqynkc0AYasbMxWN1WZG9m0SqNVuUwWoyInY1B5EVkrmU0ryY3wxPzADJpG4y6bYqi4Aw7QTO0riX4b064YTFQSFW7uJgcL5C1XW5DFmU4Q05NxEYx6pMlGZ4pz8SJjSzLqKVrWH5hWSU2FrcFM4/NHFpiI8sysaW4ncPC1xbIoMqYWpWdzPZGxaBHwjIz1zJYubyC8mIZnWpnJLIiCdKuiwmT1QRn2IngsSCmL0zj2GuOYfrRaQSPBeEMOSdWWRuJ3Lz44ot4//vfD5qm4XA48Hu/93t473vfi9e97nW4ePHiRHbwATRg9puA13+I3P7iLwGVhYPdnzHB2llMPzpNfGEup3ZNqB0Vdp8dsbMx5G7nxtJ8AGtiZf+MH+kraXRq2rUfSmvO5rVh5fKKptyX9VAzfVgGqUsp1chRC2weG6YeJjqplZdWtg3QGwa0gUbsoRgsLguyN7MjE06Ly4LwyTC4Fke0QDoOgtIGGoG5AHiO3zKeOwycQSe4Jjdy2203WFkGr1ltTf3Fi+mxttEskv1xhcczKlRQTVXBNTmYbCb4Z8cbmx8WQp+Ebxbni+QzpkASpkeYgtxP9NvEZ2fx2UWkr6TRzDd3JcgGowEmmwkmq2lbg1SKpsYmjyIvkor1nTwWn1vE0teXULhb2DHfcFgYTGQ/GRMDu98O/xE/ps5PYe7Vc5h9fBaRkxF4YqtDOftkmTJy7ZbjNq483v/+94NhGLzxjW/EJz/5Sd127AF0wqt+Dlh4Blj8B2L2946/AQ6hE+deoBka4ZNhNPINpC6niJuzTtk3VrcVU+emUFoqYdAdwD/jH+sL6Il7QBtoZK5lSP5UQNsKkqKJnqRsKiN9JY3I6YgurTmlMpS9mcXKlRVET0c1v5cWJ4mkWLm6MtI02mbQBhrxh+JYubqC7I0sYmdjI03wOINO8D0e5aUyjEtGXSMa7D47bF4bqqkqnGHnSO1Co8UIq8eKRr4B/xG/Lm64FEXhDTEnvpRp4dMvrOBXvvsMLKbh24KyLINrcbD77JqMELkWR5LEV3PcJun02yq1ULhTUHVjJqsJkVORQ+dZI0ukstQsNNXK0k6gaEr1nHFFXFveP0mUwHM8hL4AURBhcQ7fxpFECb1mD91al0QC7VA5HLXiqsYxrEb4UAYKtIGeiGfOuBiJ3Jw9exZf+9rXcO7cuQ1/f+973wtJkvBDP/RDuu7cA+gAigK++7eB33sSWHkOuPY/gfM/eNB7NRYoioI74obZYUbuRg7deheBIwFdVgJmpxmh4yFkb2TBNTlETg9v9rcerogLBqMBuds5cA1O8/5RFIXAkQAYE4PcrRwsTosuWhmlMlS4V0DmekZTzIAC1k4E0ekraaQupxA/Fx/rokMzNOLn4khfSSNzPYPYQ7GRnKu9CS8GvQGqqSpMFpPm16VAaUEmLyZRnC+OHIjpirjQrXXRLrd10UtQNIWznrX39/Ff/Vtc+5U3Df34frsPcSDCZBuf2EiihNztHCAD/iN+mO2TIRmSQETD66ur7pgbgSOBQzUFJYkSWsUWatkaJF7atYpp89rgDDnJRNMur2F9LuFeUITA3RoJyuw1ekO18gfdwbZmpQrU8OV1eYSHfXp4pLPk29/+dnz5y1/GT/3UT235v3/1r/4VZFnGxz72Md127gF0gjsBfNN7SRbVM/8WOP09gPFwrXRGgdluxvSFaeTv5pF6KaXbRITJYkLikQSK80Usv7CM6JkoLC7LyNux++2kMnIjC67FIXo6qpmQeOIe2P12Xf0gKJpC6HgIjIlBYb6AQW/8qpUC5T1cubqClZdWEHsoNlYJ3cAYED8Xx8qVFWSuZxA/Fx96OxRFIXw8DJ7jkb+bh9FsHFswvhkmqwmeKQ+qqSralfbwWXCAOpbbyDV0Izf0ugtMixtt9a20JC3O0Y9xBeVkGYPOABaXZWIOxHyfmHsOOkQjZjAZEDkR0cWTRy/wPR71bB31XF3Vq1hcli3kxuwwwxlywhF0DLV44jkepcUShL4A34xvR9NQkRfRyDdQTVW3Tf0eBkaLkbzHFDnHriczh8qwdkiM5VDc65FgLquVnDCWl5fxv/7X/8KpU6fwpjcNv3I4CHzDTEttBt8DfvsC0MwAb/x3pF11n0OWiRNpJVnRfZqqkWugOF+Ef9YPd8w91ipF5EVSwWlyiJ6J7sv0yLho5BvI387D6raOXbVaD2XiCyBi3HFFniIvIvUS0VnFzsVgcw9/QVNSyEVeROKRhC6TbABZnS89vwSKojDzipmRKgfFe0XUMjUceeKI5pHd8lIZleUK+NkA3vz7zwIALv+bN8AzZCUme4MIt8dNFVfclymavA96TfWtx6A7QPpqGgaTAVyTg91vVwn5QUOWZXRrXdQzdbQrW/VhyhQRwzJwhpxwhpwjHYN8n8fK5TUNG83QOPrKo6pvDd/j0a600S630W10YXZs4068B2gDDavbCqvHCoPJAIPRAIvTMpFq2GYnY67FwRFwwB1zD72NiccvvPGNb8T3fu/34qd+6qdQr9dx8uRJGI1GlMtlfPSjH8W73vWuUTe5b/iGJTcAcOlPgL/+WcAZA959FTAc/AlCD3AtDrlbObA2FsFjQd1OfFyLQ/ZGFmaHGeET4bHMsGRZRjVVRSVZgX/Wr1sMwiTQrXeRvZEFRVOkaqVhRQ8AoiCq0SX+GT+8096xXrswEJC9kYUwEBA6Hhop8mLQHWD50jIMjIEIqXU6NpRsrFGjI5QMJ9+0T7PwtpYhmo7wyTDe8vHncTPXxK++5SG87YnEno+VZRmLzy6CZuixxtMlUULyYhI8x+uaer4evUYPmWvEl4lmaATngpqnuvSAJEhoFBqoZ+o7ThyydhaemAcmqwlm5+jO9sJAUMNh10PJiWuX21u0PBRNEYH1blf01SgGq4dkS01S4KsSmXU/m6tKjoAD0TPRobc58fiFS5cu4Td+4zcAAJ/5zGcQCoVw+fJl/MVf/AU++MEPHmpy83KDLMvgezz4Pg+RFyHyIiRBUm+LggiJlyAKIsT+BcyavDA0Myj870+Am/o20AwNg9Gw8YchvxkToybFHmaYHaRNVU6WkbyYROhYSJd8HGW7uVs5LF8ibapRV/8URcE37YPZaUbuZg69Zg/hk+Gx/WAmCavbiukL08jeyGLl8gpCx0Oa9CoGxoDYWaLrKSfLGPQGCJ8Ij3w8MSYG0dNR0qK6mkH0bHTodpDJakLsbAzlZBmZ6xlMnZ/SZVVq99th9VhRTVXhCrmGrsKwdhZmhxmNfAO+GZ+mCzVN0+CaHCRBwnc/HMXNXBN/fSUzFLkR+gKEgQCXb7zPt5FrgDExYO2spmOk3+mjkW/AE/dsEKO2y21kb2YhSzKMZiPxe5pA+vsoGHQHhFDuNO1EkYu1J+YZi9AoEHkRK1e2EhuAZE7tBFmSYbKZ1PadApPVRATLHutEoxg2EJkmN5RIeVLuxMCY5Kbb7cLhIBePL33pS/je7/1e0DSNV77ylVheXtZ1Bx9gDYoFtnIA9Vt9cG2OlBY9VlAUpRITk82k3lZ+0wwNevAO4Cv/GcHuP0A482NrJGjdz6A7gMiLoGiKuI2ajbA4LTA7zDA7zYdSTEYbaASPBuHwO5C/k0ez1ETomPbytcFoQOyhGKqpKlKXUgidCI2ll7B5bJh+jBCH5RcJUZqU+FILjGYjph6ZQvFekdjot3oIzY3vNKvoekwWE0qLJfAcT8z+RmyDMCyDqYenVJFx9HR06Dak1W2FO+JG7lYO2ZtZxM7ENBN2iqIQOhbC0sUlFBeKiJ0dPtnYFXGhcLeAbrWrSTeijN8KAwHfdT6K//A3t/H1pSryDQ5h1+7Hlqq3GUNTJokSKqkKJEHCkSe0Gf9VkhW0Si20Ci3EHorB7DCjnq2T8WQQMhh/SB/DyXHRqXVQTVXRrW1vx2AwGeCOkvw5rfspCiKp2HTG86AyMAYYTAaVzNg8tom9d6IggmtyqGVqY/v18BxZlI/TFt0LY73qubk5fPazn8Vb3vIWfPGLX8R73vMeAECxWPzGa/VMCAqR6bf6a2x4lciYHWaYHWZ4E16wdna0C/iZtwBf+c+gFv8eRpqH0bG7DkSpDPWaPfQaPdTSNQh9gThMKoTHYZ7IwTkOLC4Lpi9Mo5KsIHkxqWpxtJyA1eqLw4zcLaKh8c+OnlVjZI1IPJxAcaFIiNLxkGZ/kUmApmmET4RhdphRvFdEv91H7Exs7JMkRZHgQqPFqFbB4g+NvhJnTKsE52oa2RvZkVxanSEn+D6P8mIZhXsFhI6HNBN0k9UE75QXtZUaBr3B0JoTR9CB4nwR9XxdE7lRvvfiQETM78Bj0x68sFzD/7maxU+85siuj9VCburZOsSBCE/co+nCKcuy6t8kDASkLqdg99lVA0erx4rYmdhEKg3DgO/zqC5XwXP8tsTG7DTDE/OQ84sO1e1OtYPszezIuXJmpxl2nx12v50sPGlK98WnLMsQOEG9DvQaPbUtplVLyLW4kaYhh8VYR+YHP/hBvO1tb8N73vMevO51r8OTTz4JgFRxHnnkEV138BsJg+5A7aW2K+01ImM3wzvlBesYkchsh9BZwD1NcqcWngFOfdeud6coCiYrMZRSLsSSKKHf7qPX7KGRIwp9UOSk7fA7Dpzo0AYagaMB2AN25G/n0Sq2dBEh2rw2TF+YRuFuASsvkbbNqKPOFE1W/BanBfk7eXBNDoG5wES9QcaFO+oGa2eRvZ5F8sUkEUW7xj+ROQIOMCyDzPUMUpdSiJ4dXWRtMBoQPx9H+moauZvEEXdYguid8kLgBNSzdRjNRlW/oAW+aR9cYddIYloDY4Aj6ECz0IQwEMY+LpXHKeX/7344iheWa/jYlxf3JDfdRhcGk2HkKUNJlFBdqZKkbY3TUUqFWIEsySqxcYacY7Uw9YDQF1BNVVHP1iHL8gZyRdEUnEEn3DG3Lt46Ii+ilqmhtlIbyfna7rPD5rfB7tV3glKBLMnqOV4hMzu1mbSG8U6K3IwlKAaAfD6PXC6H8+fPqyfm559/Hk6nEydPntR1J/XEYRIUy5KMXrOHdrmNdqUNoS/A5rWRA9dnm9xEwOf/FfD8HwCP/yTwHb+meXOyLKPX6KFVbKFdacNkNcERcJDR5QOeapBECZVkBY18A8G5IBxBbVWc9duspWvwJrzwTfvGOgn3O33kbudA04SMaRXwTgqKoLfX7JGoieh402MKeI5H+loafJdH+GR4rEkqSZCQvpZGr9EbSdAqyzKy17NoV9oInwwfWOWs2yCTRqG50EjTIushyzLufvkuXFEXwsfDKLf7eOzf/S0A4D9+30N46yu2196IvIj5f5ofWcwJANWVKkoLJXjiHgTngmPtt4Japobive3DSN0xN4JzwX1tfwsDAdWVKuqZ+ha/F7vfDrPTDHfErXnxJokSOpUOSbKvdMZy0j7yyiO6ujGLvKgSGa7Jodcczh8HIG25UeMgGJaB2Umq/javbegW/cQFxQAQDocRDoc3/O3xxx8fd3PfMBAFEd1ql4zwrVZn7D47QnMhWNyTGcHbgvhjhNxkX9JlcxRF7MCtbiuCcpAQnVILleUKTBYTHMGDIzpbqjilFtHiaFjtqNv025G7nUO70kbkZASsfTSxMWtjET8XR2m+hNSlFHzTvrGJ0iTBmBhMnZ9CaaFE2lStPkInxm/rGM1GJB5JIHczh9ytHAbdwcjiWsXoL3M9g8LdAsk0inv2fBxFUYicjmDlygryd/JgTMxEVo17weK0wGw3o5quwhV1jfVeUhQFg3HtwuJfd/y97y+u7UhulPyzUVtSelZtAKBX3zn6o56pw+qy6jIYsBdEXkR1pYpaurYtqfHP+Ef+bm+GMjbeLDbRLrU1Z5+JgggjtJEbxfCvU+ugU+6MnYsnDsRdwzMNJoMqX1B+9uNa8PKYBT7k4Dlerc706j2YbCbV6I21s/svzo2cJ78LN3Tf9AaiMxcklaliG8vLy7B5bbC6rbr1qEeBxbmqxVmuIPVSCp64R3MFwuIiQX3lpTKWLy3DN+2Dd8o70mtjjAwipyKw++0o3C2MTZQmDYqmEDwWBOtgidhc4zGrTFIV54vEq4XjEToRGqk9p4RtZm9mSaClJMGX2LvVpDwudTmF7I0sph6e2nf7foqi4Aw5UZwvolvrjk2wGBOzoV3wnQ9F8LlruV0fw3M8WBs78mvWS2sDbNTbbAer2zqWHmgUiLyIWrqGWnprS8jus8M349N0XCjkoVloollsDlXdMNlMsHqsoGkakihB4ATwHA+e49V9tPvtY3k2ybKMQXeAbp1EMXTrXZWQaNXNGFkj+kIfNLOmCVUqMwcVyfCA3EwAsiyDa3Lo1Dpol9oYdAeweqxw+B0InwgffLgbu1rOE3fPPNEKiqJgdVlhdVkRmAsQw6tsHaWFElwRF9xR7dMFo4A20AgcCcDus5OJqnxzLN3M5m0G54Kw+0llqF0m7Y5RTz6OgAMWlwWFuwUkX0wSX5jEeL4wk4SebRyFMBktRhIoKWHEKN+1GInszSzKi2XIkkyqX3u8b4yJQfxcHKlLKaSvpTH96PS+fy+dYSdKiyXUs/WxyY3BZNgQJPvh/+cM/uZ6DpIMrFS7mPJuvWhxLQ79Th+sY/hjVBIlVFOrVZuE9qrNdp4nFE3BFXbBHXPrZri4HURhldRso3OxeW3wz/hhdmojNd1GF8U7RQx6u0890QwNR8ABZ9AJi9uy63GrvF+jtMUUMbRCaHbSzYzqasywDCzONQdjUOS7eJgmaR+QGx0x6A3QzDeJULAvwBV1qZbZB6X4PyygKAo2rw02rw08R6zKl19chsVlgTvmJuFr+/SlUCoutXQNKy+twBl2wj/r1+Q9Y3VbMfPYDEqLJSy/uEwM++KjGfYxJgbRM1E0C00U7xXVKs5B+3tMEhRFWhyemEfTuHn0dBS52zm0Ci14415QzN7bMllMiD8UR+qlFNJX00g8kthXMbyBMcAZcqKRa4Dv82OtcBmWQa9OHOMpioLPzuLxWS+eW6ziC9fzeOc3bRUWC5wAg8kwUpWsnq1D5FerNhpbCpIkIXMts/YazAy8cS+cYefE/Z/q2TpKi6UtLRSrxwr/jF9TtUjNlcrU1Kym7UBRFGw+kitl89n2/ByUz3aYY1MYCOjVe+jUOujWuxuI727YyYxQAWtnCZFxrmVLHXY8IDcaoUTINwoNcE2OZKwkvHAEDn5q6LDCaCZpzb5pH1qlFkoLJUiSBE+U2PTvBxFUVqDKWO7S15c0C45phlbTyvN3Vqs4J8IjkROKIqtXq9uK/J08ki8kETgSGDsC4n6BZt8ZmkLkVAQiL450/JidZkTPRJG5lkHuVg7RM9F9DWJ0R91o5Bpo5BojOR0rYEwMZFmGJEjq+eY7HorgucUq/uZ6bltyw3P8SBcnvas2pfmSWinwzfiGqrRphdAXULhH0sTXExuL2wL/jF9TW2bQG6CeraORa2zYNmtnN8QhWN1WEpQZsA9N4trlNgr3iOdP9PT2WXdK+6uRa6CerY/1GmRZhtFiBN/jyZSu07xGZpyW+3Jx/oDcjAFZktGutNEsELU7Y2bgCrkQORWZSL7KYYAkSOjWu7D7hw8K3Au0gYYr7IIr7CJmUNkaysmyOmq5HxULo9mI2NmYehJp5BrEdE7Dc9u8Nsy8Ygal+RKSLyTVCaNR9yt+Lq5mXCntrvthxXRQoChqrKqC3UfyiirLFZXg7BeRVLQJjWwDvsToYvL14+AKuXnTmTA++Fc3cClV32LoJ8sy+D4/UitWz6pNI792AQ4eC8IT21sErgWyLKOeraO8WFZbUEazEQzLEFIzZqCqLMvoVrvEwK66vYGdLMpg7SzJlQo6R27BKxEfCnK3c5h9fBYURUESJZIwvzqYIg7EsapORosRVjcx+6NoCgzLTFQHKokS+p2+akJr9VjHzp3bCw/IzZBQdDSKOIwCBUfQgalHiBjx5byqBoB2tY3czdzE/CfMTjMizgiEgYBGvoH01TTMLjNcIZfqvjxJKHb6leUKki8m4Y174U14x17FGxgDwifDsAfsEPqjpTUroCgK7qgbVo8V+dt5JC8mETgagCsy3nTNA+wMd9QNnuNRTVVRnC/u6xiyO+omeq1Ke+TwV6PFCNbBgu/zqk4l5DTjwrQHLy7X8IXrOfzzp9ayo4SBAMgYiSR3a121Iq0F3XoXhTukCjGpPKr14NocCncKGyz+bV4b/LP+sS/gSvp2PVvfseWjtNod/vEHJ9oVEj+xHnyPmFD2O310690tk12bs6a2g+pevBqWOcnFkuKHxrXXHPU376Msyw/IzUFBlmRUUhWio+EE2Pw2RE5GYPPaDt3I7iShOHS2Si30O33Ez8UnMs7HmBj4Ej544h60ii0U54ugDTS8017YffYdT0hKX1oLFMGxM+RE4V4BzYtNBI8Fh84x2g5aHqvAZDFh6uEp1NI1NItNNPINhI+HD91E1f0O/6wfQl9APUNM/vQYdx4GjsCqY3G2Pjq5YY3ot/pbLrRvOhPCi8s1/Mr/vrmR3HCEaDPm4b67/U4fnWoHzpBT0/d90B0gcz0DWZbhnfJOlNgoPlTVlar6N4PJgNBcCPbAzueQ3cC1OdQzdTQLzW39XyiaTL+5Y27NsSqdagfZ69ltAzDXv6bNkARJbS0poJm11G+r20qyAidA2lUis+qkz7W4oSIkDl221DcUKMKYvVOHX0cjCiIGnQH4AQ9pIEGSJEiiBFmUIUlrv9HOIwpAloHli0kYTAa1pM+wDAwmEprJmNZuK2ObsiSj3+kjeTGJ+Pn4xPKRaJq0rJwhJ9rlNirJCspLZfgSvm1HybPXszCYDAifCO+wxeHB2lhMnZ9Cs9BE/nYeFpcF/iN+sNaDIxOK8NbqsaJwh0xUeaeIgeB+akRezqAoCuETYQh9AaWFEhiWGStHbFQo7dlamghRR2mJKoGdfHcjuXn1XADAbQDAV++V8epjRM/Dc+R+w4qXFcdgLX4zIi8ifS0NSZBgD9jhP6ItDX03dCodFO4V1NcJkMqY/8h4AwM8xyN/J79jrpTRYoQ76oYr7NLl2tCutJG5ntk92XsHUAYKrJWF0WwkuVJuG1jHZFtMXItDLV1Du9weaxuD7gCSIE1E0/OA3OwBiiJCxcMESZQw6A7Q7/Qx6JDf/U4f4kCEyWpSRwopmgJtoGFgDeptiqZgsK32iCkgeiYKWZYh8iKEgUDSgjlBTXVV/rZhukAmJ6zUpRRxmJ3gBYCiKNXtuFvrorJMSI43QaYraJoG1+LQrrZBgVJFe3o8ryvsgt1nRyVVwfLFZbhjbvhmfAea6G22m5F4NIF6po7SUolES5wIwebZfyO6lyMomkL0bBSpyynkbxGTP60eIMPAHXWjlq6hnq2P5PxLG2gwLLNl5Ph0dO078B+/cBuvPvZqACQvCRi+LdUqtUAb6LGPL0mSkLmeAd8jOp/IychELrZCX0BxoYhWsaX+zWQzIXw8PJYWRRisRTBsNxZu89ngiXpg9erTMhc4Afl7+ZEDKI1mI2w+4mpvcVsmFuMiyzKEvrDBxZhrc4BMRNlawLW5iXzHHpCbQwxZkjHoDTYQmEFngAE3gNFsBGtjwdpYkm1jM8FkMQ3XKkteAQBQjuhQq8RuvYvMtcwWTwhZkpG7mUN5qQxPzAOLywLWxk6kXbd+lLxb76KaqqKSrMAz5UG70gZkQIaM/J08zA6zbmJkg9Ggpo0rU1X+Wf+B6l4oioIn7oHdb0dxvoj0lTScIScCRwMHHnfxcoCBMZAR8UspZK5nkHgkMVHfFYCEcFo9VjSLTQSOBkY6tkxW07ajvK87GcQzt4uwmNbI+ChtKeV84ww7x/pOy7KMwp0Ceo0eGJZB7KGY7lVGWZbRyDU2jHdTNAXfjI9YAoy439tFMCjvLc3Qqj+XHoMjkkRiGCrLFfTbw3uOGYwG9fs/sTaTJKHf6m8gMzt55IxTZVqPfrv/gNy83CEMBHRrXXRqHYg8iWkwmAwqibH77WCnWZisJm0nCcWZOHx2qLv36j2V2NAGGrIsw8AYYPFYwFpZ0CYafJdH814Tg+4ArI14Iiguo3qf0BQHZK7FobRQ2mDjLksyMtcymH5sWtfntbgsSDyaQDPfVI3XgnPBfVnV7wRl0qtVaqF4r4jk80kE5ohm6IHgWBuUabXUZeKBM/3o9MQNJ0PHQqAZeuTPzmQxoVvrQpKkDSv3p994HM/cLuJqug6OF2E2GsBzPGiGHqr6qLakRtQBKWjkGmgWmqAN9EQ0epIooTBfQDPXVP9m9VjJtOOI5GO3CAabhyyq7H675nOKEsPQKrbQKrXGjmHQI/R1Pfg+D65BMqV6zR76rf7QmVdKNXAUUDQF1k5csielHXxAbg4Qkiih1+yhWyWEpt/ug7WzsHmJwVPkVGQyLZDsZfI7/NBQd+f7PBiWgdVjhd1Lyp87najWM/5msYnszSxsHhscQQdsXpuuhGOncVae41GcL+qiv1kPiqLgirhgD9hRXa4ifSUNu9+OwNHAgY5oOwIOWD1WlJfKyN9ec15+OZv/7QdYO4vo2SjSV9NIX0sj8XBion4f435eyuP4Hr+hwnQ64kTMbUGm3sM/zZfxulMh4nEzrN6m2ALNjNeS4ns8SoslmJ1mks2kc+WL53hkrmdItYYi1bZxfKp2i2BwBB3wz/g1f49kWQbXIpO2rVJr5JDJ7banByRRQq/RQ7feRafaGal6tB4CJwAUdqzgrCcyZocZZjuprE96IOcBudlHyLKMQWdAgsqqHfQaPRiMZDTPm/DC6rZOvq0gy0Dyq+R24pVDPWQUkkDT9JolN8jJo11po5FvIH8nT4hOwEGcOTUSnV6zh25jq9BPKVUbzUbdVzgAOZEqI9mlhRKWnl+Cd0rb6Lge+xQ6FoIz5CTmfxeTJOsqMXpp/gHWYPOQ6cjcrRyyN7OInY0duvdTufgqVVMFFEXh9aeC+NSzy/jbWwW87lQIwbngUBfHfqePQXcAV9g18uuVZRmFewVIgkS+6zoHk3ZrXWRvZteMAKfJdOUogt7dIhgcAQd8Mz7NhKzfIblSrWJrg8B5W1CkAueMOGHz2CAORDVTav0PbaARmA2MtT+SJIFrcmocA9fk1GNBc7aUmUxpUTQFs90M1rFGZibVOtsLD8jNhCH0BWKFvdpukkQJVreVGIcdC8Fo2ecsjvJdoLECGEzA1BMTfzqD0aAa9YmCiHaZmB/m7+ZJiGbQAbvXPtaKuFvr7trvLS+VIQ5EeBPeibQUTFYTYg/F0Kl2UJwvopFvIHAkoMnlWCssTgtmLsygmiaapHa1TZyY/ZNPV365whlygud4lJfKKC2VEDgymiZm0lAmprbLMXr96dAquSni30vy0ERDEeaOMyXVKrXQqXbA2lldTfpkWUY9U0dxvgiAnFuip6MjGfFJgoRapobqSnVLBIPdvxqWqXECdNAdoJFvoJraeWwbIBUNu99OYhg8+luLyJKMXquHXo1UZ3rN3rZj7ABGbo8p2VKKk7EsyTAYDQdGZLbDA3KjMxSzv1apBb7Po11qw+www+a1Eftsp+VgV363/jf5PftawLS/EzYGZiPR6VQ6aBVbKNwtwOa1weEnU1HDvj++ad+Wysz6VemgO0BluYLFry/CHXXDOzUZkmPz2jDz2Azq2ToK9wqoZ+oIHA1MPNV4J1A0pY7MV5YryF7Pwu6zIzAXeNk6aE8a3oRXjSEwMIaJVATHhRJWuHkcHACemPXBzjIotfq4kq7jkcTeZEOWZTIlteqRMgpEXkTxHiEfepp9SqKEwt0CCVgFaRnGzsZGagdzLQ75O/kt7RebbzUsU2MCeLvSRj1TR7fW3XmxRgF2r50s6nTQ8GzYB0kG1+bUkMxeY2cysxm7ZktRZEpTiWMwO833hVP6A3KjA2SJpMC2S220yi2IvKjqTMLHw4fLG0chN6fefKC7oYQGOkNOSIKEdqWNarqKwnwB7ogbrohrrC/Q+lUDa2MRPR1Fv9PfSHISXt3bfxRNJpicISfKyTKKC0UwRgaBo4ED076YLCaET4RhdVtRWigheTEJb8IL79TBtc/uV1AUBf+MH1yLQ3mpDKPFuC8eOMOAoigYLcZtKzcmhsZrTwTwuas5/M8X0kORm0FnQFpSkdFbUqXFkhrVoIUsrIeir1FIiTPkROh4aOhjWBIklJNl1NK1DQsOm9cG34wPFuf4ixBhIKiZTuudyCVBAmtn1X1WqtST8EpTBlGaheaOURB7QRIlMCaGxHiYDGuJ304LWDt7X54vHpCbMSFJq9kepTba5TYkSYLNa0PwaBA2n+1AvVB2RPE2kHsJoAzAie846L1RQTO0SnS4Fod6to7kxSSsbiuJH9DoJbGB5CQ3VXJ0JjkGI9G+9Jo9VY/jjhJ/nIMY017v11NOllFJVtDMa3de/kaEkj6ueOAYWeOBVec2w2gx7rj6PhN14nNXc/gfz6fwke/de4ig1+yp05mjoFvvopFrqLlNemCzviY4FxwpRLZdaaNwt6ASD67Jwe63wzvlHfuzU6rztUyNTJRtUxyhGRpWl3XsXKm9nr/f6aNT6aBdaavhnCP7zVCkja1MnwLkOGJY5tC0lrTgAbkZAZIooVPtkJ7yqtmSzWcjJmo6TwJNBJc+RX4f/zbAPrxR2H7C7DAjfCKMwNEAmoUmiotFyPdkuKKknaWFILA2FtEzUfTba5UcT9QDz5T2QMDNsDgtmHp4Cp1KB6WFEpqFJrwJLzxxz4EcJwrpcoVdKNwrIHMtA7vfjuDRoKrZeIC9YTAaEHsotuaB82jiULT6zA4zOpUOhIGw5Vj+pmMB/Kcv3AEAvJCs4rGZ3WMlOtUOBt3BSFNSsiSjcHc1N2p1pF0LZFlGLV1DaaEEYHR9jTAQUJzfaOpncVkQOh4aWygsiRKahSbqmfqOOU5mh5nkSgUcun7P1wdldqqdbfPqdsq62rB/TrNKZiZh03GY8IDc7AFZIv1nRSRH0zTsfjsipyOweqwTc4TUHXwPeOm/k9uPveNg92UIGBgDPDEP3FE3eo0e6tk6lr6+BJvPBnfMTbRLY64uWPsaySkny8jdzMFkM8GX8Om6wqIoIhi0eW2o5+qoJCuoZ+vwz/oPzIvG7DAj8ciaX8/SxSUybTLluX+O5QOGyWJC7GwMKy+tIHONmPwddOtZuWD3W30wvo3H8NmYS719PdPYk9xwLY4ES47Qkqqmqhh0B7D77SNXfDZDi75GlmU08g2UFtZM/WgDrSlwdtAdoJ6po5FvbCu8pWgSouyOujW1uLY8b2+gVmd69d6eU25CnyTDK1UugHzfLe7V6ozLOlErg8OGB+RmL1BALV2D2WFG7KEYrC7roRsFHQrX/xLg6oBrCjj6rQe9N0ODoih1paEkhudv5UEZSGK2M+gc+8KinDS79e7GdpXOmhyKpuCJET1ONVVF4W4BtXQNgSMB3cdkh9ofxa/Hb0d5qYzyUhmNfAOhuRBsvvs/xqHX6E28XWRxWRA+GVZHxOMPxQ/0vKBM+HBtbtvP8BfedAK/9sU7+Op8eUOQ5maIvAihL4x0XCrCfdpAI3QsNPrOb0K/3VeJzSj6mkF3gPydPHqNNVNPR8CB4FxwrEWLJEioZ+soLZa2/X+jeTVXKqJPrhRA9EW1dE2tno0Cs8MMk80EA2NQKzMHTboPEoeCxv3u7/4uZmZmYDab8cQTT+D5558f6nF/9md/Boqi8D3f8z0T2zeKojB9YRqh46GJjOvtCyQR+OpHye1X/ARA358HvJIYPvvELIJHguhWu1i5soLC3cLIJ4L1sLqtmHp4CvFzcXAtDovPLaK4UNzZbnxMGBgDAkcCmH18FqyNJeZwV9Njm2dp3h+jAaHjIUxfmIaBMSB9LY3M9Yym9/Kg0Sw0kbqcQuFeYehJkXHhDDnhn/GjW+uS59PJXG0cMGYGNEOTvJ9t8NrjxBvlawsV9IWdTeSUlOZRxMDFhSJkWYb/iF+XyqfFZUFwLojgXBDhk+E9iY0syagkK0heTKrEhmEZxM7GED0THXmflKm4xa8vqkaE62Hz2RB/KI7ZJ2bhTXg1EwhZktGpdpC/nUfuVk4NUN0LtIGGI+BA+GQYR191FNMXphE5GUFwLgi73/4NTWyAQ1C5+fSnP42nn34aH/vYx/DEE0/gN3/zN/GmN70Jd+7cQTC4sy4kmUzive99L17zmtfs497ep7j5WaAyD5jdwCt+/KD3RjMoioLNZ4PNZ0O/3Uc1XUXyhSRsXpsmoaBCcrr1LspLZSxmFuGJe+Cd0n4CWw+j2YjIqQg8cQ9KiyUkX0jCFXHBl/AdiP7F7CBhnI18A41MA8mLyUMREjoOlBBBRRcRPR2dqJDbO+3FoDdAI9eAyWqCd2r3ls+kQFHEPK3f2p4on4k6EXCwKLX6uLhUU1PCN2NUcsO1OHAtDvaAHe6oe6x93w6e+HD+OL1GD/k7+Q1kwB1zIzAbGLkFI4mkUlNNVTe0dsSBCJqh4Y644Y66dfmOyrKMXqOnxjCsfz5lamk7mKwmcox77bC4DthW5JDjwMnNRz/6Ubzzne/EO95BdCAf+9jH8LnPfQ6f/OQn8f73v3/bx4iiiB/+4R/Ghz70IXzlK19BvV7fxz0+3FASvkVeBEVRoGnA8OVfI+7Yr3wXKPblZebG2llETkbgn/Wjnq4jfTUN1s7CO+WFzWcbucdOURRsHhusbiu6NUJy6pk6PHHPyC6oe8HsMCN+Lo5ulaSdJ19IwhlyHshkFUVRcEfcsHltKC+SsdlmgYQ43k9ZVQbGgOjZKCrJCirLFSy/uIzY2diGi7XQF8C1uLGOj82gKAqhEyTWoLRQgtFsHDuLSStYO4tuvQtRELeQUoqi8M3HA/jzF9P4hzvF3ckNRRK1h0EtXYM4EOGJevb9GGmVWqiuVFViw9pYhE6ERta9SKKERq6BSqqyJRrB7rfDN+3TnueHtRiGVrGFVrG1I4FhzGvkhqIoWD1WEhrssx0K8fr9ggMlN4PBAC+++CI+8IEPqH+jaRqvf/3r8eyzz+74uA9/+MMIBoP48R//cXzlK1/Z9Tn6/T76/bXVTLPZ3OXehxeSKEEYCBAHIoSBsOttgJR2BU6AJftFREq3IBpsWORfB/krd0HTNGgDDYqmtvymaAomiwlGsxEmm4kEY94HIjQja0TgaADeaS8auQYK9wqgF2h4pojWZdQTk5JCbvVY0al2UF4iF3zP1CrJ0amioVShLB4LGtkGKssVNPINeKe88Ezp9zzDwsiSqpI76kZxvoj87Tzq2TpCc6Et5XmtaJVasLh2zikbFxRFwT/rB2tnkbudQ+pyCuETYThDToi8iNRLKfA9HlMPT+kSfErTNGJnY1i+tIxKsqK6t+43FAK3U8ryN58I4s9fTOPv7xTxS28+ve02+u0+WBs7lLhc6AtoFpskKHfUMWQNkGUZleUKKskKDEYDaAMN77R35BRwSSKkprpc3UI09DD2U/a13+mrhGavGAaaocFaV4OSfXYytPIynmiaJA6U3JTLZYiiiFBoowgtFArh9iNR+EoAAJ6ASURBVO3b2z7mq1/9Kj7xiU/gpZdeGuo5PvKRj+BDH/qQ1l3dF4iCiH67D67Fod/uQxIl9Dt9iAMRkijBwBhgMBnAmBgwLAODidhdW93Wtb+bmLVkYaEP/M7vAwAMr/45zL32MUiSBFmUd/0t9AV0613UMqT3y5gYQnRsJJFc+X0Yv3QGxkCIQcxDVnapKspLZXjiZPJq1MoLRVGw+8jEU7vcRiVZQS1dg2/aB1dYPyEhTdPEBDDsRG2F2MPXM3V4p71wx9z7PsmkpKA38g2UF8tYvrQMV9hFdBU6kBG+zyN7M0sCD48F4QjoH1nhCDhgspqQuZ5B7lYOvVYP/XZfHZmtpWu6pborI+Irl1eQvZHF9IXpfa++KenKO5GbVx/zw0BTWCh1sFLtYsq78T4iT/KMXBHXlsduh3q2DsiAZ2r/qjaSKCF3K4d2uQ2AjDaHjoeGDgMFiMalkScLic0j1XoY+wFk0knJldpLP0MZyDnGGXTC5r1PdZ2HEAfelhoFrVYLP/IjP4KPf/zj8PuHM4n6wAc+gKefflr9d7PZxNTU1KR2cWgIA2EDkeHaHPgeD8bEkNAxO4mCZ1hGJS0jH/Rf/wOgvgzYw8BTPw+KpmCgDSN96rIsg+/x6Hf6qnFUNVUFz5GkcGXVZrabDz5aYh0omoIz5IQj6EC31kV1pYrKcgWuiAueuGfk8i5FUXAEiGV6u9RGPVdHOVmGJ6avJsfAGOCf9cMdc6OyXEFpsYRaunYg4+NKq8rhdxBSt2pa5p/1wx11a/qsjawR8YfiyN/JI3czh5avhdDx0BbxpyzLkEV57Ooha2Mx/eg0sjezqKfrG/6vXW6D7/G66ZxYK4vwyTAy1zLI3shi6vzUvn4flKRlRTezGS6LEefjLlxK1fHnL6bx9BuOb/j/UfQ2ij7FYDSMlT81DniOR+ZaRvWY8Sa88M/6h/5OyJKMZqGJynJlSwXF6rHCP+PXPGUn9IljMdfmVAK2HSiaVGwVQnMYF4r3Ow6U3Pj9fhgMBhQKhQ1/LxQKCIe3JlEvLCwgmUziu77ru9S/SRLxHWAYBnfu3MHRo0c3PIZlWbCstnRXLZBlmRCZFiEwym+hL8BoNqpR8M6wE2a7WT+flU4Z+MdfJ7df92/GzpGiKAomqwkmq2mDlkCWZAx6A5Ie3BmgcK8AgRPW+sMe26Ewh1PaSzavDVybQ22lhtytHAxGA3wJ38gnM4qi1FwYZfVXz9Thjrl1JTmMiUHoWAieuAflpTLyt/OorlQRmA3oohUZBQYjqa64oi4U7xVRnC+inq0jeCw4ktHbZti8Nsy+YhalxRLq2Tq6z3cRnAvCGV4jcYV7xO9k5sLM2DEWBqMBNq+NBK1uQi1TQ3BOP0NLu88O/6wf5aUyivNFhI5rH40eFhRFgbWzO05MAUB9NX/q/3vm3lZys/o4pQK0G5qFJkRehG/Gty9VxW69i+wN4lRM0ZTaZhwWwkAg7tzF5obATKvbCt+MT1MFT5Zl9OrEi6tVJo7F257HKXLMO4NO2H3jhQXfT1BacsrifL9xoOTGZDLhwoULeOaZZ9RxbkmS8Mwzz+Bnf/Znt9z/5MmTuHbt2oa//dIv/RJarRZ+67d+61BUZGRJRq/ZUyPluRYHkRdJO8fOwuKywB13w2w3T3ZU70u/BPQbQPgccP6HdN88RVNgbaxqHuaf9YPneJJ+Xu2gtFgCY2Rg9RKyY3UffO/YbDcjciqCfqeP6koVqZdSsDgt8E37YPWMFvFA0cRnxxV2bSA5eguPTRYToqej4KZIplHmegYWpwX+o35YXfq0VIYFa2MRPx9Hu9xGcb6I9JU07H47yc8aU+hIMzRCx0NwBB3I38kjfyePZrGJ8Ikw+p0+GtkGAKA4X0T8XHys52hX2qrT7WY0cg34Z/y6Xmi8CS/67T7q2TpYBwt3xK3btveC2W5GPVuHJErbft++5WQQi19dAgDwogTjuvv0W32Awp4Ovop7MEVRuk5I7YR6po7CfEElDZsF4rtBlmW0ii0U54sQeRFmpxlck4PFZYF/xj9SovhmiLxIHIuz9S2tJ6EvwGgxgu/xsHqshNB8A41nd2odFO4U1AqZb9oH/6w+kRzD4sDbUk8//TR+9Ed/FI899hgef/xx/OZv/iY6nY46PfX2t78dsVgMH/nIR2A2m3H27NkNj3e73QCw5e/7BVkiCvhuvUti5Rs9QF6zufZOeWF2mPeXpS9+GbjyPwBQwJt/c998bYxmI1wRF1wRl5q/0ql1SDL1jSwsLgtsHlJFMdlMBzaBw9pWJ6xm/KiuVJG5niFjvAnvyNoPheQ4w040c01UUkSTozfJUSer6l2UFkpYubxC9AHTo1eftEBpz9m8NlRTVVRXqhAHIswuM3zT44+OW91WzDw2QwIOV2pY/PrihopAp9pBp9oZy/Swnq3v+H+SKKFRaMATG270eBhQFIXwyTAG3QEKdwtgrey+fUZ2nx2UgSIeP9t8FL/4HafwiVVyczlVx+Oza6PrSj7eXouQbq2rBmtOckUuS7JaJQTIOTV2Njb0c/I9HoV7hQ1hkkazEb4ZH/EsG/P8w7U41DN1NIvNbb2UaAMNZ9gJq9cKi0N/wfxhhizLqK3UthgfVpYrZHDCaSFV/+4AXJuD0WzUTfe2GQf+rr/1rW9FqVTCBz/4QeTzeTz88MP4whe+oIqMU6nUobKFl2UZ/VZfJTPdRheyJMPsWCUzCS8szgPM7OA54P+8h9x+xU8A8QsHshsURZFU2dUVksiLpKpT66C72MWgN1DDMg9qvNFoNiJ0LATftI+sDu8WUF4qw5vwwhUaLRGZpmm4Y244I04ygZGqToTkWN1WJB5NoF1uo5FvIHU5BZvXBv+s9smOUUAbaPhn/XCEHSjeLaK2UkMz30TgSGBDW2nUbQaPEnFx+mp6Q/sAINWbmcdmRtaxhE+E0Sq10GuQiurmcd/ivSIh3Doeh7SBRvRsFKkXU8jcyGD6wvRIotdxofg/7bhfNIXvOh/F/76SxVfnyxvIjTIptReqK1UAw3vRjANhICB7I6ua8rnCLgSPB4e6FiiVpfJSWSUfRrORGLGO6QguiRJaxRbq2fqOmibWzpJzQHD06cyXAyRBQv5OnoSJboP87TwomsKgM1ANL51h58TIDSUfpK3mAaDZbMLlcqHRaMDp3LtnK8sy+u01MtOr9yCJkkpmrB4rITOHpX/6zL8FvvLrRET8s88D5uEmH/YTsiSjW+uiUWigXW6DtbNE/BtwHOgqRxRENLINVNNVUKDgmfLAHXGP9dmuHzOVRImMkMf09cmRJEkdHxd5EY6AA74Z39jBgONClmV0Kh0U54vgOR5mhxnBY8GxJ07alTYy1zLb/l/wWFBTlUWWZfAcrxKdZqEJyKQ9NvuKWV2zxQBSnk9fScPsMGPq4alDcdH79MUU3vcX1/Bowo2//OmnAJD35d4/3oMj6EDkVGTHx/Y7fSQvJmH1WDF1fjIygH67j/S1tDrJNEoSONfmULhT2EBAPFMe0noc471X4hAa+cYWsg1MLlfqfkO/00fmemao8M71YO0sZh6bGfr+o1y/D7xycz8gfTUNhmVgdVvJQeyyHE7n1vSLwFd/g9z+jv90KIkNsDYpYPPZIAkSWuUWmoUmSgsl2Dw2OENO2Hz7P0FgYAzwJsjodbPQRDVFJqw88dGJCU3T8MQ8RJOzWsnp1XuqwaAeF1FlfNwVcaGWJuPjrVILzrAT/mn/vgm6lYBQq8eKWrqGynIFqUspOENOBI4ERnqtkkhWfzuhvFjWlCdGUcTHyWQxwRV2IXQ8hOyNLDqVDjH8e2h4PccwsHlsCM4FUZwvonCvgPCJ8IEbIr76GIliuJJuoMnxcJqNkAQJsizDYNr9fe1UOzDZTLq28baDKBBX4OiZ6FCidUmUUFmuoJqqqn9j7SzCJ8JjfZ7KuHi73N7Q1lJgtBhVzd03io5mMyRBQrvSRjlZHpnUKBh0BpAleSJThQ8qN0NgJ3HeoQLfAz72GqByDzj7/cD3f+Kg92hkKKZgzUITfI+HI+CAM+SExT1+ArgWKInwlRQZHXWFXfDEPGNN7UiihHqmjkqqAlmU4Yq64E14dW1ViLyokhxZluGOuOGb1jfpfBjwfeLW2yq2QBtokjoe9wx1AhP6ApaeX9o2fVkBRVOYe2pO1+9kq9RC7lYOABA5FdHVZViWZeRv59EsNBGcC060nTMsvuXX/wFL5Q7+4Ecu4E1niD5o6fklBI4E4E3sHCGxdHEJEi/hyJNHJvqd7FQ7MFqMQ7UKO7UOCncL6gWWoin4Z/xDH3PrsZ0HjslqUgXDdr8d7pgbVvdoAwj3OxRLkF6zR1q8qx0MPTDz2MxQE3rAg8qN7jj0xAYAnvkwITb2MPAdv3bQezMWGJaBd8oL75QX/Q5JBs7dJhccZ9AJZ9AJk33/hMjrvXLa1TbKiySKwRFwwJvwjrQipA00qQpF3ahlaqTUnW3AFVklOWbtJMdgXPPIqaaICWAjT8SyegT8DQsja0T0dBTdWBfFe0Uy6p2rk0A/n33XxzIsg6OvOgqe4zf8CJxAbAe6ZKWXvJhE9ExUtyqLI+CA0WxUPWr8s354E15djjWKohA6HsKgO0B1pQrWzk5MZzAsXj3nx1K5g3+aL+NNZ8KqQ+9ulRue4zHoECHxpL+Dw2hjJFFC8V4RjXxD/ZvVY0XoeGhk/dRuHjisjSWtp4h73xcKBwW+z6vTvlyLA9fkdCMzm8G1uaHJzSh4ULl5OWDxy8Affze5/bY/B46/8WD3R0coAXPNQpP4cMgg00ljRCrosS+dSgeVVAVckyNBnQnvWBcqSVgN6VupQhREuML6B2fyHK/GOdA0rXt0xDCQZRmNXAPlpTJEXoTNS9o043rWiLyI4kIRzXwToMiIqS/h062szfdXjeLafThDToROhHQbaOA5HitXViCJEmYemzlQfdkXb+TxL/7kRRzx2/B37/1mtIotZG9mET8X35FY1HN1FO4UED0TPbD8LAWiICJ3K6d6iNEMTTySRjS63I3U6BXBcD+gU+2oJKbX6m0R3U8CFEXBZCNTqs7gcNfiUa7fD8jN/Y52CfjYq4F2Hnj0R4Hv/v8Oeo8mBpEX0cg3UM/WIQ5EOMNOuKPuAxHQ9ho9VJYr6Na6sLgs8Ca8xDp9xBWtmkS8QpKIXSEXvNNeXSd3Br0BMTArNGGymmAP2OGN718lByCfXWWZjMkbLUYy4TXjH3sfuDaH/O28OuETPjmetmI7rLf4t7gsiJ7RL1m8U+0gfTUNq8eK+Ln4gbU2Gj0e5z/0JQDAP73/W2HtcCjeK2L6wvSO72Pmegbtchtzr547UM3hoDtA5noGg+4ABqMBVq8VwaPBkT4jWZLRLK6Smk16EeXY1DtL7TBBtTBpEPuSQWewZ+6VHmBMDAJHA2qEz6iLkgfkZhe8rMiNJAH//QeA+b8F/CeAn/z7sZ2I7yfIsoxuvYt6po52hVyAPFEP7H77vsc/cC0O1RQR8rI2lnjlBEfPSVKSiaspEuLnDDnVNGK90G/3UcvU0Mg1QDO0msG1n5N+/U4fleUKWsWW2kYbt80hSzIqKZL+DehbxZFlGeWlMqqpKoxmI6JnozDb9bnYlZfKqCxX4JvxwT+zv8Zm6zHz/s8BAAIOFn/ztodRWa7g6JNHt229yJKM+X+aB2tnkXgksd+7qqJb6yJzIwNJkNQE+FEqp7K8rlKzDanRI1fqMEISJPSaPTIl2CAGs+s9eiwuizp2P0lonbJ7oLn5RsGzv02IDWMGfuC/fkMQG2A1UsFDIh6EvoB6rk6mUeYLcEfccEVcumhYhoHZYUb0TJToKVJV5G7nUE6W4Z3ywhl2Dt3SoA2rk09Rl2oG2Cw0iSli2KWLCZwyPeIMOVFeKqtJ596p1XDOfWjzsTYWkVMR2H12FBeKKNwtkNTxY6HRozBWhaN2vx3523lUkhW0S21dqjgURSFwJACT1YTSYgm5mzmEjoU0Odoq8M340G10UUlWVGPLg0Sp1V/T3OxQSes1iYB0XJ8YPVDP1lG4R5yKTVYTYg/FRqpw9ho95G/nMehtdBPWK1fqMEEYCOg1eurPTt4844JmaBiMBrA2FjafDQaDAaDWnrdb60Lkt7a23DG3rvuxGx5Ubg4pZIlkUkH5dDYtRqnMCzD86ZtBSQKEb/vPkB/5UVCb7wQiEPxGUPXLkox2pU0yiupd2L2rUw0jxipoheKLUc/WYWAMiJyJjBWToI6iVtroVDokA2fap9vkmCwTr6HyUhlciyNZW9M+uCKufdMyScLq+G66CsgYa3RcwXZVHO+UV5fX0ql1kL2RhSzKCJ8KD60P2A1CX0DyhSQAMi1yEELVn/jUC/jbWyTX76s/fB69Rg/HXn1s2/uWFkuopqq7tq0mBVmSUVwoop6pAyAVlsjpyNCtMUmSUE1V0cw3wQ94YFUX+3IjNc1CU/Vi20zg9oISFbEdGJaB2WEmP07ye6/3XsmV6tZWq0SyDFfEtedAwV540JbaBQdNbmRZhsiLEPoChIGw/e++QFgvhW0vZPSggekX3g4jl0Ur+HpkT/97YP39Vj9Rs9OMfqsPhmVgNBthNBvBmFdvs6v/ZsdIGz/kGHQHqGfJpJCBMaiuoft5AREGghqoqUWvobarVqoQ+gLMThJzMI6+ZzvIsoxOtYPyUhn9NjlWfAlCcvbruBh0ByjOF9Gpdsjo+IwPntjoY7zAmhZHlmVQFIXIyYgukxj9Th/pq8RYLnA0AO/UzuPSw0Ix+LO6rYif33/9DceLOPlvvgAA+O/feQIR1oDZx2e3vW/yhSSEgYCjTx7d1/0UeRHZm1k19NQT9yBwNLBhH/rtPiia2raF22v0kL+TV0e5zQ4zOcZmffuezaY3ZElGr9VDt0ry/CRJwqAzGqlRQFEUZFkGzdAwO8ywOC0qoTlME2IPyM0umDS5kWUZQl9Q07IlUUK/018jL6vVGIqmwLAM+THt/HvLylMSgT/9fmDh7wDPDPAv/nFHsz6FSCmjtDzHg+/zG/4tidJG8sMyxOTMZoLZbr6viY9imV5dqZK4h6AT7tj96SQqSzIaBeJ4zHM8WDsL37SP6Ix0IjntchvlpTIG3QHJ4Jn2kemTfTgGNrscm6wmBOeCY7VB1CpOsgKKouCf9cMz5dH8PvEcj/S1NAadwbYX2XFQTpZRSVYOJFgQAH7wD5/Fc4tV/MtHo/juo15MX5jech+hL2Dh2QU4w05ETu7sXqw3Bt0B0tfSpKJAAeHjYbgiG891fI/H0vNLAAUkHkmoVSVREIl1w7pcMZvPhuDR8Sf1DgMGvYEaTtytdTeMZ1vcFvTqw+lmKHotHsfqssLsNEPkRbLY3QfyKvIi+h0y5TaKlu2B5mafoHxAys+gPUC/01dN/0w2E6xucuBsJi5jTxs88yFCbIxW4K3/bVcXYoqi1uLmdzgORF4E319Hfjge3XoX5SQZ3TU7zORL4CRfhPvJjZM20HBFXHCGnejWuqila0hdSsHsNMMT85CQzPuEvFE0RfREIRcxFlwNI1UCP51BbSRECcS0++1oFVsoJ8vI38mjkiIXXq3bH+b5N7scp6+S1PHg0eBII/KKFsfmsSF3K4fSYgntShuRkxFNo/ZGsxGJhxPIXM+glq5BGAgInwxrGhX3TfvUyTuLy7LvmpZXHvHhucUqLpc6+O6j21ejOjXi0Luf+9apdpC9mSXCYaMB0TPbC4drmRrJKZLJNNf0o9PgWhwKdwsbdETBY8GRQ3EPAyRBQrdOyEyn1tnVCXi7eAgFBqNBJTMWl2Xbhesk2tGyJKPfJQv9fnvtWqkYJLrCLoRPhnV/XuBB5Waox0iihEF344cz6AzIl4cCWCsLk80E1saSHzs7GQZ8/S+Az/wYuf39/wU4+736bn8TeI5XFfa9Rg/9Th8mi2kD2TFajPfVCWPQHZCJoXwDBgNpWU063XgSUCotleUK+u0+jGYjITkjiJh33b4yKpuswGA0QOTFfa3k8Nyqy3GpBYqm1FbVqCdgSZBQXCiSCTHDqhfKmMGe6jZFCfnbJCDQ6rYiejaqaTRaGKzqb+T91998fbGCt/7hc/CyDP7yu05sm/NTXiqjXWlj6vzUvixumsUmcjeJeafJZkLs7PbCYUmQsPDswobqBc3QGy7yrrALgaOB+2ZRpmQZdqoddKod9Jq9Nd3lHqBoakNQ6HoyY7KOZn4qSyR8tF1pw2QxwX/Ev+s5UpZl1WhT/Wn3ifZnl/03O8zbVgt3woO21C4YJzhz/p/mIQkSjGYjWDshMAqZMVlGn9UfC/lrwB+9ARB6wFPvBt7w4ck/5yZIgoRea50Cv8mR8uYq0bG4SZ922C/RpDJFhoEoiGjmm2QF3hfgCDngiXnuO8MuWZbRrXZRSVXQa/TAmBhCckLj5y9t2L4ko56ro5Ik4ZxGsxG+Gd/IZmnjolvropquolPpgGEZ4nI8RiuuXW4jfycPkRdh99kROhHSRGhlWUZpvoRapgbWxiJ+Lq6JlHTrXay8tAKbz4bY2di+LRj6gohzv/Il9AUJn3rTHF77LSe23Gf50jIkQdpRj6M3eI7H8ovLMDvNiJzaWThcy9RQvFfc9v8YlkH4ZPjAJ9FGReFeQRVODwuT1QSbxwar1wpZkmF2mDVNi25OZAdI1S5+Lr7hfpIkYdAmrtudamcsB2OKpnDsNceGPt4fkJtdME7lpt8hK+MDi2HoVoE/fC1QTwFHvxX44c8A9MGvRBRFvJKw3G/3IQkS7H47aTG4rTu+ZyIvYvG5RaKHOMCsHUXrUcvUVEM+T9wDu2//PXO0olvvorJcwYAbQBpIcEfd8MQ9ulQClGysaoo4KpssJvhmfGN5+owKWZJRTVdRSVYgSzKx2D8WGlk7IQwEFO4W0C63YTAaED4Rht0//vSGLJPVbWmhBIZlED8X12QoWV0hQa3eKS98076xtzMq3vbx5/C1hQre82gE7/5nj274P2VxZ3VbETsb27d9GvSI7munY0uWSQSHIhTeDG/Ci8CRwCR3cSJQnKJ3A83QKpmxeWy62l5wbQ7Z69ltDf1iD8UgcAK4Nolk6Hf6gEwGV7jm+KPms4/PDv1dfqC50Rn77YC7AaIAfOYdhNh4ZoDv+8ShIDYA0UmY7WaY7UTDIksyes0e2uU2iveKEAYCbD4bHH4HbF7bhkpCq9iCJEkozhdVbcxBvQaFjPU7fdTSNeRu5cDaWFg9Vrhjbl3DLScJq9sKq9tKSE6ygupKFbV0Dc6IE94pba7Hm7OxqitV5G7lUFmuEK+ZgD7C5u1A0RR8CaL7KS4U0S61kbyYhGfKA9+0b+hFB2NiED0TRbPQRPFeEZnrGbjCLgTngmMZGVIURRLeTQxyt3NIXU4hdjY2dm6UJ+4hou5kGTavbd+qiK884sPXFiq4XNyafi3yIiRB0tUxexjs9XzdWndHYgMA1VQVrrDrvhMP7+SjZHFaCJlZPS4m8V1TwmPXm/utR+ZaZtu/a92Xfqc/kc/pAbk57PjbXwYW/wEw2oAf/O+AVfsI6qRA0ZR6gQ0cDaDf6aNdbpML4e0crG6rSiTqubrai83fyYNm6APPq2FtxOQucCSguphWV6pwBEjL6n7xw7C6rbA+bEWv2UM1VUUj20Aj24Aj6IAv4dM0Gk0zJOXbHXOjlq6htlJD9mYWrI2Fb0a/6a3tYDQbETsTQ6faQeFegXiXFJoIHiOBnMM8L0VRcIVdsLqtyN3OoZFvoFvvInwyPDYpcYacMJgMyN3KoXCvgODR8aa8KIpC+GQYyReSyN3KYfrC9L5Ui5886gP+L/BSqaOO0CtQCMRhIgmSJCF/J7/rfaxu664hoIcVBqOBTC4NRLUyY/VYJxp3IUkSMtcy6rj9yI/XEKhpMBomFsj5oC11mHH1z4G//Aly+wc+BZz5ngPdHS3gezzalTZapdb2Nt8UEH9o59C+g4AySl7L1NBv92F2mOGJ319TVgBZGVVTVTSLTUAmI7G+hE8XsibyIiE56RokUQJrZ8mkkk8fH56dIEkSaitkqkqWZBLIeSw4UoVBbSstlmC2m4n9/vT48Q1ci0P6ahqSICFyJgKHfzyy3sg1kL+ThyfuQXAuONY2RkFfEHHil4jfzR/8yAW86cza9Eo9W0fhbgGJRxKHgtzLkoz5Z+ch8esuiBRU3Z8ynXqQ2VdaIQoiaAM9se+PLJNcqXqGGJ4qk0vjYrOIeztQNLVBq6oO3oyoe3ugudkF9w25yV0BPvFGQOCAVz8NvP6XD3qPdENhvoB6ur71Pyhg6vzU2CvoSUEJyqyla0SvYTLAHXXDHdVm0Lff4Dke1ZUqGrkGZEmGxWWBL+GD1avdxVnkRbUNJksyrG4rXDEXHP7JanJ4jkdxvoh2uU3aRAkvvInRnIm5NofczRwG3QHMTjOip6Nj6xj6nT5WrqxA5EVETkXGcjOWZRnZG1m0y23Ez8f3RRSr5EwBQPI/fKd6u7hQRG2lhrmn5g584kjkRWRvZNGtkwqD0WJE6HgIFqdl4hUuRZvHmBndMsb2C6IgkrTvdZOvO7WexsWGSS2LUSUvCpHRa6r2AbnZBfcFuelUgD/8ZqCRAubeALzt04dGZ6MVsixj4dkFiIOtuSMKXBEX/LO7jx4eFHiOV8MnZVGGI+iAJ35/TVkJA4FERGTqarXFm/Dq4gMiDARUV6rot/ro1rv7VslpV4jOi+d4GM1GtVU1LCSR6L+UUNHwifDYbdJBd4CVKysQ+sQHxxUeXU8mDAQkLyZBURRmXjEzcWKxE7lJX0uDa3KYe2puos+/FwbdATLXMmS0mAKCc0F4YpMfRJAkCc1CE7WVGgbdAex++74Kq0eFLMvEwmN1mlWx8NATShVGcTBm7Sz4Pg8ja4TJapoo0XxAbnbBoSc3ogD8yfcAya8A3iPAO/8OsBzcNJHe4Nocll9YXvsDRfquDMvAYDSAa3KgGRoCR8TIzpATdp/94CbVdoAkrp700uSkdz9OWYmCiHq2jtpKDSIvwuK2wO6zwx1xa04K5zkeleUKGvkGmahwmOGf9U8060sSSauqvFwmLtsWE4LHgiNVYVrFFvJ385AECa7Iqth4jGOP53isvLQCnuMRPDbehbhdaSNzLQNH0IHo6ejIjx8Ff/SXV/Dvnk8DAJY+8h3qZ7T49UUwRgaJRw9HEjjDMog9FJt49UTkV78bmdqWhdgo0z37BaWC2Wv0tg2s1AveKS/8s/4DO8c9IDe74NCTmy98AHju9wCTHfiJvwWCpw56j3SFJEno1XqE0JgJodl8sVOMrJqFJpqFJmSJVEicIScsLn2CI/WCEkBZS9fQqXZg89rA2lm4o+59SybXCoWolZNliAMRNEPDE/NozsUCyEhvZbmCZr4JgIyN+mf9sLonR3IGvQEKdwvo1rrErXjWP1JWFc/xyN3ModfswWQ1IXo6OpYIm+/zSF9JY9AdjJ1Hlb+TRyPXIC2u0OTOV0vXMnjD/7gCQZLxj7/wLUj4iGfK3a/chSs0ORfZvbA+CdzsMCN2NjZRk8P1wbebWzdmpxneKe9ERfPDQuRFdOtddGvkZ9AbgDEzEDht+pm9MC5R1wsPyM0uONTk5sqfAf/rX5Db/+xPgNPffbD7cwggSzI6tQ6ahSba5TYYEwNnyAlnyHnoVk+DLjG0auabkGUZdr+dTFltk+QtyzIqyQrMTrPmpFy9IEkSmvkmqitV8D0eFE0mizxTHs2jwIPuKskpEJJjcVlUkjMJyLKMVrGF4nwRIi+CtbMIHw/D7BxuxS9LMirLJGWcoikEjgbgjrpHvqgJAwHpK2n0O334Z/zwTntH2oYkSki+kITIi5h5bGZihDl9NY1/8YW7uFHt4T//wHl834U4Bt0Blp5fgv+IH77E/vnuAKsmiQsl1NI1AIAj6ED4RHhiFVyuxaG6UkWr2Nryf3afHZ6E50CDNiVRIn5itS669S641lZfmWH9ZigDRYz+VttIjqADJosJkiRB6Avo1Ylv2WaxMcMypEWqg1hbyWCEjJEiUR6Qm12wH+RGEiQ14VsURciirOafyLIMWSL/Vv8myTCUr8H9hbeCEvton/lptM+9G7Isw8gaIcsyDEYDqXYYGRhMBvXfh61dM0mIgoh2qY1GoYFevQe73w6LywJnyHmo9DnCQEAj10A9W4fQF2CymeCJeeAMOdXPq9foIXU5dShF1Eq0QzVVVU+ijqAD3oRXczug3+mjkqygVSIXEavHCv+Mf2KTOCIvorRYQiPXAAC4Y274Z/1Dn6C7tS5yt3IQBgLsfjvCJ8Ij619EXkT6ahpci4M3sVrWH4Hg9Jo9pC6lJpoenr2ZxW/+0zL+50IVP/iKKfyH7zuHVrmF7PUsomejY09+jQNJkJC9lUWnQnx3fDM+MsWm8+tWqq7VleqWMWiKouAMO+GJew7E50yWZHBtTq3M9Bo97HWpNjvM25IeJYrB7CQ5gayNHfq9VCJ4IBOSN2q7enOQtJIzNeiSUOlRw1gfkJtdMC65kWV5A2lREr7Fgbjh30JfWCtnUsRvQRgIoCiK/NDkNyio/zb0q/A/8wNgujlw0W9G47UfA2gyCkgzNCFJvEh+BiIEXlBH7yiaUomOwWgAY2I2/FtRrh+mi78e4DkezSLRvIi8CLvfDnfYrcvkj16QJRntSlsduVTMCt0xN8rJMloFcoGnDTQSjyYO1ixyG8iyjF69h0qqop78bV4bvFPebatRo6Df7qOcLKNdbqvb9c34JpbY3m10UbhTwKA7AGNiiOB4yPaCMBBQuFNAu9IGwzKInIqMTEZFQUTmWga9Rg/umBvBueBI719pqYRevQdnyAl31D3Scw+Dwr0CvvBSBr/8Yg5HAzY88y+/GY18A7V0DeGT4X2bEJIlGfm7eTTzTVA08f0ZZ+JsLwy6A2RvZLeIbWmGJs7eMX2cvUdFPVtHp9JBt94d2f/FZDGB53iwDnYtEsdpGet1CAMB5aUyurUuzE4zgnPBPbOleI7fQmD6nf6uk1mTzJZ6eV3xJgTF5lvhgRRFwWAyrKV8mxh1Zp8xMTCwayRjzxOYyAN//JNANwd4j8L8I5+C2eLec59kSYYoiFtIj/LvfqcPURDBd0nSt8FkIAp3u3ktH8u6T7lYE4DRbIQv4YM37kWn2kEj10D6WhoMy8AVJkng++2quhkUTZK2HQEH+u0+alnSy1dK7QokUUL6ahrTF6YPFQmlKApWjxVWj3VD2b5T7cDsMMObGF9/wNpZxM7GwLU4lJNldCod8BwPhmXgn/XrTnKsLitmHptRIw6yN7Kw+WwIHQvt2ephTAyiZ6OoZ+ooLZRQz9ZHJjcGxoD4uTgy1zNol9vwTftG+qz9034sV5ZRWijB7rPrfuE1MAacdhECs1DqoNLug+JF9Nt9MMb9OSZlWUb+Th6tYku9oOp9HEiChEqqglq6tqEdwrAMvFNeuMIuzWL6UaB4zrTLbbTLbdAMPXSUgWqauvodNVlNgKw93Ztrcchcz6gtKSWKYbOoXRTI8VFbqaFT64w1Xq5cVyexIH1QuRkCrVILtIEm5IVlQDM6Giz9zfuBr/8+YHIA73wGCGwNrtMK5SBUklqV25CxZqpkX/MlOEwX2FEg9AU0Cg00cg3wPZ54rURcsPsPz7SVyIvI3cqhU91qdc/aWSQeSRyafd0Og94AtRWSqi5LMmw+G2weG1wRl6b97jWJj5CiebD77PDN+iZSMdAiOObaHIyscezRbEmU1ADSUcG1OCy/uDyRceTqShWlhRJ+9lIe94pt/MGPXMAFK4PKcgXHXn1sXy745aUyKssVGM1GJB5NjHwekiUZ5WQZZod5yxi/LMtENL9YhjAgF22TzaRGaOynMacyVNGqtNAutzdMY1lclu1NTgHVrFAhMxaHRfd9buQbKNwtbCEqFEUhciqCfnftGqKQHovTQlpXY+LIK48M/X14ULnRGROLBbjyaUJsAOAtH5sIsQHIqkyJRVAgyzL4Hq8SnV69pyZkMyYGFo8FJgtJmzU7zPdFhYdhGVLNmfKi1+ipTq/UPQrOkBOusOvA/Whohka/u73vRL/dx8pLK4g/HIfBcDh9jUwWE0LHQ/DN+NQJseJ8EeVkWdOElcVpgfmUGa6IC+WlMtqVNtqVNhwBB3wzPl1bdiaLCfFzcVVwXFoogWsSPcxex4dWskUb6LFJoOKQXUvX0Cq1dD0vKWTt0bgL94ptXFyq4pGTfgBEgDpp1LN1VJYraoVrnGOokW+gmqoSHdvDU6oAmGtyKMwXNlRE7H47AkcDu4Zz6glRENGpdNAut3dN0OZ7GwMrlYw7q8cKq8s6MZIpSzKKC8UdE8llWd450FPj2zfoDiYilH9Abg4KuSvA//55cvubfgE49eZ9fXqKomCymohaHmsnyfVVnm61i9oKaaFY3BY158RkNR0aXct2oKi1jKvgsSBaxRYR+GbqZEw74obdr39pfxh0q91dxzW5Fof5r8wjeCxIMosOqY08Y2IQOELGm5VWm5LFNe6EFUVR5BhzW9GpdlBeKqNVaqFVasEZcsI349Ot1UhRhPDavDaUl8poFppolVrwJrzwzfhA04ezeuaf9aNdbqNwr0Dyk3Qy91OOs0djTnz6UgYXl2v4iWPeNY3gBNGutFG4WwBFU4g9FBtrClKWZEJsAEAGsjeyiJ+Lo5auqTYEAKnWhOZCOwZU6gmeI5Ez7XKbuCrv0SMxmAyq2aXFTaIk9qOK3ql1kL2R3TNCYSdodTvm+1sTyPXAg7bUQeA+ciCWJdIT7ta66NQ66DWJR43VvRbqdr/4ufTbfTTyDULcal3YfXa4Ii7YvLZ9q0y1y21kb2ZBG+gNwm8DYwBFU2gWyRi5LMqgaHIBdsfch97yXRLXjZGvlqsdQQe8U3tXQ3aCMrVVXiqTAEeKuFf7Ej7dj7lurYv8nTx4jofJakL4ZHhi4mat6FQ7SF9NwxVxIXxCH/+ZbqOLlcsrwJQXb/r48wCAv/r+s7ANeMy9anLuxFyTQ+qlFGRJRvRMdOxqVCPfQP72zmGaNEPDP+uHO+Ke+Heda3Io3CtsO7m0GSarSQ0TnlTa93pIooR+u68uGrTmSgGkYj7MdpTFtKL3NNmI0eYolcwH01K74MDJjSgAf/p9JOnbMwv85N/fVw7Eit9Cp9ZBt9ZFv92HyWJaK53quJqcFCRBQqvUQj1XB9fkYDAZ4Aq74Aq7DoV3jizL6Na7qGfraJfINJHZaYYn5oE9YD+0VQVglZCU2qikKui3SfvN6rHCm/CObdyneNaUl8rgOR4URcEdc8Ob8Oq6spVECeWlsir49sQ98M/6D6UGKncrh2ahSdovOtgI9Dt9JC8mET4Rxvnf+ioA4LTPit/5pmkceeKI5u1vh0FvgNSlFEReJHEK8fHOg7IsI/l8kkQzbAN3zA3/jH/fzks8x2PxucUd/9/itKiEZpLnG0V60GuSKAauxYFrc3tWkDSBIm3f9QSGteo3vPJAc3OY8XcfJsTGaAV+8L/fV8QGIJoBm9empncLA0F1yiwtlMBzvGoKZffbwdqH91TYL9AMGcl2RVzod/po5IgIuZqqwuK2wBV2wRFwHNhFTWnP2Dw28H2e7F+2gdytHAzzq0Qs6jrwabDtQFEUHEEH7AE7uvUuqqmq6tXB2ln4Ej7YA6NNWCktJEfAgUahgUqyorrIeuIeeKe8uly4aAON4FwQjoAD+Tt5EpRaaSN8InyofIgAIHA0gE61g8KdAqYfm9Z8rCptKfH/b++9wyQ5y3Pvu3J1TpPD7uyudpUTSkgEOcjIBgw4gcEHZI5t7GPBMehzECYI2QaJYB/5ErKxsTHYF1gYDNgmiCAQBkmAldNqtXl2cufcXen9/ni7aqp7ema6e7qne2bf3151VXV1dU91bXfVXc/7PPdjrCa3Ppcs9ew3YHv/mLqJyHSkY2ED0IKP9YQNQG0GtvOGS1IlKH7FEfccx8Eb9VJBE/P3bKjJ0AxHxJRzZVTylY6HmjbC/nz2pPpVVAoVp+XJoORnssjNdvLsV4Av3ESXf/WfgIt+eXv//jaglTWU0iXkVnIoZ8qQVMm5Sxm01glubE+a7GIWxVQRvMDTJOTx/ichu/cvs5BZ9ZyJ+RAYCSAw1D8h1gqN7q+SR8LMlTMd77NlWcguZpE8nYTskVEtVBGZjiA6Fe1awqVlWjSHqJbHEZ4IY3j/8LaWCW9GbjmHxcOLiO2NYWjf0Jbey7IsHP3vo4juieKOR+bxpcfmMewR8e+vOR97Lu9uXynLtHDmyTOo5CoIDAcwfsF4x+cFQghO/vikMxTaDMWvYObKmQ73tjNSZ1KoFqrwD/nhi/h69r2xjJpzca6E1OlUT/6Gm8mLJ/vqqM4iN4NI8jjwH2+ny9e9Y1cKGwCOeg9PhGFoBorJIvKJPOaenAMv8o7Q8Ua8AzW84vak0Ss6sktZ5JZyyCzQJOTQeAjBkWDfhtzc+6eVNGQWMqgWqlg6vIS4GEdwjAqxQTMCBGiVz8QFE9D2aUjPpWGZ1pbEGM/T3lehsRA9DjXX48x8BrG9MYQmQlv+bvECj+H9wzSK8/wSHSKsRXHsqGW/CYwEkFvOITmbRGA40FH/Kxue5+GNeEEIwU3XzuBLj82jWsv76jaZeToc7Al5MHb+2NaEzU/WFzYcz0HxK33phdRJH7FWMA2TiplMCeVMuS6vhxM4ELODWAVHI3eWaW2aHNyPIoxOYZGb7UCvAP/4c8DSU8D0i4Hf/Bog7JwvSTewDAuFFK0csG3VfTEfAkMB+KK9u7PZCrY9e3Ypi0K8ADWoUpfhsRB8Q76+izNTN5FboQJMK9KwvCfkQXgiPFDePo1027TL1E2kzqSQnkuDWIQaAc4MITgW7MrfIRZBcpb2mQIBQmMhDB8YHojcMr2s4+T/nIQv4sPkxVvzvjn1yCnq3nzBBC7+wDdRNSzc+9rz8eJru5dzY7eS8EV9GD9/vHO/IMPC/LPzdW0TPCEP1IAKNUCNSge9qrMVTH1VzJQyJWeoqxnuobD1kDwStV0IqFAC1NfMXZHp9LCqpRq4xVNwNIjx81tvlbAZxCKwLKutilAWuRk0vvVeKmw8UeBXP9VzYZOeT8Mb9g7UXTwv8giOBBEcCcKyLJTSJaek1TIseKNeBIYC8Ea9kJTBqL7iOM7JLzJ1E9nlLDJzGVrtJPJ9984RJIF6y0yEUclVkFnMIL+Sp7k5ojCw0ZxuX3AEScDw/mFEJiNInk4is5jB0pElpM6kMLRvaMtdnDmew9DMEAJDNBcnu5SFXtUR2xPblpLijZA8EiYvmuzKd1BSJGgVDbLI4+LJEB45ncazyTJe3IX9BOjFbPnIMsABQ/s7T/CtFqtYeHaBVtABUAIKpi+bHlhvqHawu33bAmMzseKmMcomSAIVe0HVETSbHfPGnEqz5lLNCzyUQGfnEUMzoJU16CUdWom2ZdDKdAqOdFcwuWHiZos4jTAt4oT1LNOCZVkgJgH/wn/C8z+fBABov/BxQBoGV9HBCzz1kOiyj4RlWFg5ugKOp46SPTMg3AI8z8Mfo8l15BBBOVtGIUErbJaPLlOH0RE6BDMobsmCJCA6FUVkMkINApeyq945PgXBsWDfGnhyHEf7yIQ8GDkw4kRz0nNppOfSOyKa0w1ERcTooVFEpiPUI2clj4VnF6AGVAztH4IvsrXhJNtBOrNA2zCcSZ9BZLpWUdXHKF63hskkVUIxUwQhBC/aG8Ejp9M47nLP3SrpuTSqxeqWGrDmVnJYOrIEYtII3cSFEwNbst8qhBBU81UUUgUkTyXbfj0v8PCEqXjxBGmDTDWgdsWgUJCElgS8ZVnQyw3ipba8UVKzLVB7wWBcOQac+WfmYWqmI1jq5huMUUqVecw88ocAgNSemxBPnQP85OSa7Tiec8RO41zxKQBHTzzuab2LVKVQATh6l7Tw7AIi0xEM7xsemAz2RtyGe8MHhlHOlJGL55A8lcTK0RV4w15H6AzCMIB7f0fPGUU+nkd2KYv48TjiJ2jfn9DY9nrnuGklmhMcCw68b85WkD0yJi6YQGVPBYmTtG/V3JNz8Ia9GNq/tb5VHM8hMhWBN+zFwuEFpM+kUUqVMH7++JZyXgYBURXpec2w8KI9YQDAY7OZrry3VtaQOJWgPeH2xtp+faOD7laHtfqNaZg0ep2kw/SmTkWk5JHWuBQ3wos8vCGvY/TXj4pUd6PM9FyamhR2gFbuXW8pJm5aQA2oAKEJWzzPtzYHAfeZdwBGAZh+MaI3/RUivLBWHLlEkjvyY88Bqm4ruQr0iu6YJQmS4AgdURWd5VKmBI7jnCafmTmavDdx4cTAREHWw92okZxDvV7yK3nET8SxfHQZvgitDvIP+QfCudddUq6VNeSWcjQ/J1GAINWGhcb6Myy0UTTHPhH1O0m616h+FVMXT6GULSFxIoFSpoTZx2YRmgghOhXdkseI4lew94q91BfnTBqnHz2Nof1DiExFdmyeh22MqFd0vGgPTcJ9YTmPQtWAfwuJpIQQp1/R6LmjbUcP9YqOhecWnPYJsZkYYntjO+o4254ztpgpZZs7FouSuEbcCKLgCBlP2APFt31ihhACU6ONmO1JK9Z3+1aDnd8oWQbttdaLaxNLKO4VP/hL4P4/ow0xf/8hINydckpiEehV2ulbr+gwKoaz7BY/jfACj/ELxvtaxtcpxCIopovIr9BGc8Qi8EVrQifmH6hk5Lok5Nq+2u6jwdFgX92cCSGo5CrIx/NIz6epYK9VYYXGQwNdqr9VCCEopoqIn4gDALSihvBEGLGZ9rpzN6OULmHx+UUYVQPesBdj543tGNduN3ZjTtsp+CV3fhfzmTI++9vX4CXndF5qbrsHd5KQWkwVsXh4EaZuQpAEjJ8/PjDVapthWRbKmbIjaDYqV7dRgyr0sk7FTIhGiO0Gn73G1M01AqZarG7qlbNhs88WaMeIkiUU95vFJ4HvfYguv/KjXRM2AL0Y2eXWzTj+0HGn660by7Qw//Q8JK8Eb8i7WlXgUwZ2yMqG4zknR8cyLRRTVOgsHaF2676YD8GR4EC4IzcmIefjeZTSJSROJpA4maAmgaMh+Ie3P/rkjuZE90SRW84hu5hFbjmH3HIOkkdynJp3UslnK3Ac/Q55I14U4gXET8SRWcggt5xDdE8UkalIx/lI3ogXM1fOYPnoMvIreZx65BRGD44iONqn9i4d4o7cAMDle8KYz5Tx2Ol0x+LG0AzEj8dp0veB4bZem1vJYfG5RQD0oj9xwcSOEI35eB65pRyK6WJLfZc8IQ/8MT98MR8kD82T2Q4xQwhxRgUSJxNNrxutvdHW9kMraz0xyWSRm26jV4C/vx6IPw+c/4vA6/8F2Ka7YVM3cezBY/SB60+qAZW6dMoCeI5HOV9GNV9FpVABB+oF4YidgALFO/iCB6CCrZAsIL+Sd8Z/BzGiQwhBtVB1RISpm1SwDflp88ZIf/Jz7H2r5CrU12c555yM+9F3azuxTAuZ+QySs0lYhgVRFjG0b+vl47nlHJZfWIZlWgiMBDB6cLTvgrtVCCE4+sOjCI2FMHpwFJ/64Un82Vefw3ljAdz3zpd39J52m4ix88YQGgu1/Lp8Io+lw0sQZAH+KO3gvVO+hyvHVpwWHs0QJIHeAMWoC/l2fD+IVRMyBepgXC1UUclXQCxSl8bQCZJXgl7aPColKiJtyeCRnT5TsleGqIgt/+ZY5Kaf/OAvqbDxjQCv/uttEzYAHOUteSR6JxD1wRPyrLkjDY3Tk4xlWdCKmmPZbVcz2OZX3rAXalCFN9T/iEgzeGG1vNzQDNoMrpY8a0d7AiM1H50+VglxHOeIx+H9wyimi8gt51BIUGEmSAL9HGPBbU8OXJObE6fRnEKygEKyMHB9t7oFL/CI7okiNB6i5ePztfLxuRRG9o/AG+2sD1ZwNAhPyIOl55eQX8mjnC1j/LzxvpeMtwLHcZBUyelaf94YrbR8fikP0yIQ2hQXlXwFuZUcvBFvW1GsYqqIxWdpxGbkwAj8QztrKN0X860RN4pfcaIz7TTIJFb7RorEIqgW6c2rfRNbLVTXjSIRQlpKZF4P+/sC0LzURvFiP97uczCL3HSTleeBT7wUsHTg9f8MXPDa7r5/C2zV/dXuGlvOlVHOlVFKl2AZFtSASquEIt6mgmmQ0Ks68iu0620lVwEvUGfkwEigr1GSRkzDRCFeQG455yT5yl4ZwdFg3/Nz7J5buaWc02/IP+x3kroHIaG7m2hlzSkfB+hQ0/D+4S11NE/PpZE4kYDso33WdkIS7NxTczCqBmaumkGuouOSD3wLAPDeV52P335Ze2Z+C88toJQpYc9le1oWxqVMCXNPzYEQgsmL+mv13ynEIjjxoxNQgyp8MR/8UX/bw7yWaWH56DJyyzlq0HjR5IbnrUqhQp2f8xVoRa3tSIwaUFvqYi4qIm2K6aPNMe0GmZU87S0lyEJPv+OsK/gG9EzcWBbwT78AnPkRcOgXgDf+67ZGbXqFPaRSSpccl0wQOgZuVzZ5Ap6BEQyNaGXNiehUC1XwIk/bGIwEOu5S3Qv0iu4MW9neD76oj971jgT7lgNjWRaKiSIyixkQi3oSOUnIYyF4wrsrCbmcKyN+PO4kSAZHgxjaN9Sx0KwUKlg5uoJytgxf1Iex88YGumpx+YVl5ON5nPOScwAAM7d+DQDwigtG8fdvubLl99GrtDN2aDSEsfPGWnpNOVfG3JNzsEwLExdMIDAyeB5drbKV8mZTNzH39JxTHQYA4+ePO9Evp9t3lt6AlrNl8ALfkjhZDzWo1v09QRQg+10Cptbdu98RfCZuNqBn4ubRzwD/9X8B2Q/c/GMgNNW99x4giEVoRKdmz13OlVe9XyLevvkutIJW0pBbySG/kodW0uhw0GgQ3oh3YCI6Tn7OUg7VchWlFI3oDILfT7VI84ayS1mYNXM3SZWckvedkOzZCoQQFJO0skoraeA4DlOXTnWc9GiZ1Fgzu5SlxnMXTMATGkzjOcu06oxF3/pPP8H3jsRx07V7cftrL2r5fRInE0ieTmLvlXtb8lSqFCo488QZWIbVdn7ObkKv6Jh7am6NuZ036oUv7HMEje2LY8PxXEvJy25kjwwlQPMtBVmApVtOREaQehuB6RQmbjagJ+KmkgPufhFQjAM3fgi49ubuvO8OwO5FUkwXUUqXnOiIL0KjDr6ob+AueoTQMen8Sh7VYhXFZHEgh67syrDccg7FJHWOBQf4o37H76cfw4N2ab6dm2NXS3gjXoTGQrvGCZlYxGmgOn3Z9Ja/E9mlLPV7IYS2i9gBnjhffnwO7/r8k7hibwT//n+ua+k1lmnhxI9OQPbKLXUUrxarOPPEGZi6iZGDI31pdDkIVAoVzD0159w4tIuoinX5L25kr1zXd0v1qwNRcNFuhIslFG83P/x/VNjEzgGuflu/92ZbadaLpJgpopgoInEygeUXlmnOQZQm03mC/R/C4jgOql+F6ldBCB1qsXN0csu5gRE6vMA7ncBNw0QhQfNz7GRfp+JqJLitVU3u0nxDM5BfySOzmKFDl+mS00csNB4a2CheK3A8h/BEGKHxUFc+Q2gsBNWvYuHZBWfoa+y8sYHOX7pkKgwAeGY+C920ILUgWvMreZi6icjU5iJFK2uYe3IOpm5i+MDwWStscvEclg4vtR19cSPKIoyqAcWrOBEZ1U/FTD9vNizDglbRaHuGMp3rZerL5gl5WG+pgSUzCzx8D13+uT8HhMGKUmw3giQgOBxEcDhIy4zzFRRTRRSTRaTOpOrEkC/m63v+gbudwsjBkYEVOoK4WrVkCwp7iC2/kndyiYIjwW3NgxFlEZGpCMKTYVQLtSTkmhtyZiED2ScjPB6mfcJ2qHdON4+l7Wy8dGQJ+Xgepx+hpnn9ar66GftiPgRUEfmKgReW87hwYuPhIkII0vNpiIq4aTKwXtEx9+QcDM1AbCaG6HS0m7s+0NjD+4uHF9c1Xt0Qjjpwe0IeeIK02hEcvSHabiFDCIGpm/XipbK63DiE5qaXQ+w782yzzawcW3FaITQS/MmfwWtWUR25GmlcDtSM5Wx4gQfHceBFHoIkQBAF8BIPQVxdtrfZbXAcR394QQ+GZoZgaIYjdFaOr8A6YjkePO2WSPZqf1sSOsO0e3m/miXagiIyFYFe1h2Rk12kzTxFWcTMVTPbmptTV+5+YBiFRAHZpSxK6RLy8TxWjq3AF/XRvltDvr42muw3vEjdwj0LHsSPxTH72CxGDo50LULUTXiewyVTITx4LImn5rKbiptytoxqoYrh/Rv70hBCkJpNQa/oiExHOuo3tZOwk4Dt4ftSurTuNWU9BElAZCoCT4g2yexXNMZuyWA3xkwvpKEVO2uA2Wn5eSswcdMCpmE2taAWSgvwnPgyACB3wR/ANKw68zxgVdXaPTRMw4SlW2tK9epEjyRQMSQKkD0yeImH7JEheaSBTfRqBVEWneiDfedSTBVpR/DTSafpY2ym/ye6zYSOPSTki/rgj/k3FRLFZBGCLHT9Dl3y0EaEsb0xJ+HXTpbuF7zAO+XsdhWYXtGpsE0V6bDVaK3v1g4ettoKHMchMhmBJ+DBwnMLWH5hGeVsGaOH2u+91GsumQrjwWNJPHkmgzdevXEOTXo+DY7nHC+t9cjM08heZDpChdAu/A6YuolSpoRiigqaVtovbIRlWojuiW5fXymL1HX3dk9uYbaVc5pp0GtiL4ZmmbhpgfHz1hkT/NpfAcQA9r0cwz/16rbe0zItR+jY/8HOsi2GDNrro5RZ/WHwAg/JQ5tk2oJH8tDldpwe+w3Hu7qB7x+GXtWpABjA/INmQqeQKCC7mK3zRfEP+REYWjv8Ypd2ggPt2zPUmxJXxadgeH97Fve9xu4CHd0Treu5lZnPIDOfgeJTaKfy0WDfhyj7gRpUsfeKvVh8njr5amUN4+ePr9tepR9cWsu7eXIuu+F2ekVHIV5AaDy0objWShriJ+JQ/AqG9+0uYWPoBjJzGRRTxbZKs3mRhyfooS0RylrTxGB3FVs3sUwLlUJljYBpNaqy1aF6vaxDCDBxMzhUssDjn6XLL/+jtl/ujI222DDaaZjpGtfUShoKqQL0su7YaEuq5AgeySNB8dZK/QbQYdiNpEgIT4T7vRub4hY6w/uHaefyBG3oWUqXsHJ0BWpQdYSO7JVpRREAEGDhmYU6z4qzhWY9t7KLWVTyFcSPxxE/EactH8Z2b8uH9RAkAZMXTSJ9Jo18PI/Zx2YxedHkwJSLXzpNozAvLOdR1kx45ObnklK6BE/Ig/BkeN33IhbB4vOLAKE3jbvh/5lYhJ4HVvL0RrSqb9hvSZAF+CI+x8eqmag3dXO1VUK+CsuyWkrQbnV/tbKGaoE2xjSqBnLLua68dydoZa0nOWdM3HTKU/8GGGVg+Hxg5mU9/3Puhpk+1HfFdcZAy66M9FqvpUQuAWIRiIq4WgZYy6LfqQmegwLHr16wycFax+1EHoV4AYkTCcedtvFEt3h4EZZp7Qgx1wsESUB4IozwRJgOpS3lkF2mEZ1CouD4DwVHgwObaNttOI5DdE8UalDFwjMLOPPEGYydNzYQIngsqGIkoGAlX8WzC1lcOdM88beQKMA0zA19bVJnUqjkKhjaPwTF3+Kd3QBi2yHk4/TGxp22oPgVVAtV57ETpa5ZY8jezbt8C1JNAEU674BuXxeqxaojZKqFKrRSvYPxVodBN+sabiNIgjPKYN+Eyx6ZniN7ALu6dQIhwKOfpstX/GbfnYg5joOoiFSshOufs1W6fQdQSpeQOpMCMQnNAfGrdaJnJw1tDRLuHk3D+4dRLVZRiBeQj+fXGHIB1AnWMugY+tmM4lMwfGAYQ/uGaM+tJdpzKz2XdlpShMZCCI4GBz762A28YS/2XLEH80/PY/HwIrSy1ve2DRzH4ZKpML5zeBlPzjUXN3b0YqNcm0qhgsSpBNSguiMroyzLognyK3kUkoV1L+qCJEDxK/TGJ+KDGlLbTqC3DAuJUwlUC1XEZmKbGkhapkXFi0vIaAXNaZ2y2WsFWejYX8ctlERFXJMuYadQbLevDhM3nbDwOLD8DCCqwCWv7/febAjHc46FNmou6HbmfiVfQaVQQTlbRno+DcuwwIv8qj9CUIEn4Bk4E75Bx+2j4wl5MPfUXNPt4ifiSM2lsPeKvZCUs/sYu71zTN10+m0VEgWsHFvByvGV1U7lA2Ky2CtkDzW/W3huAclTSWglDWPnjvU10fjCiSC+c3gZn/zvE/itl+5b83ylUIFlWutehIlFsHR4CRzH0eGoHXIDZZmWU/FXSBTWrXBSAyr8w7SSUlKlLX0+vaJj/ul5VIs0+qM9p2H/tfvXvKepm6jkKijny87NVKeIsrixuOGwtiFmbeJ5HnpFp597gH6XTNx0wpGv0/mhnwe8O+8OhOM454vp7ldiVAxnnNfu6GtUDYiKWOencLZWuHSCk2+zDqZm4sTDtMmeP+aHf8jfUth6N2OXvEamIqjkK9QluNZFvZCodSofDdEu6r6dO7SxEYIkYOriKSwfW0Z2IQu9omPyosm+JV1XahGApVzzJNlSerVNSDOSp5OoFqsYOWdkR3SXL2VLyMxnUEwWNxQ0tsmm5OnOzUklV8HcM/UuxYZmoJKtgIAOfdvnZ3f1lRrc2vCtLZwFUWgqYDYTLoP4f8rETSe88E06P/Tz/d2PLsJxnBNKDAzTah5CCLSi5vQzSc+lsXJsBZzAOULH9rEZBCvvQaScK9c95kXeiaQJsoBKvgKO41BKl5DIJZA4mYCkSrSbcMxPm3sO0N3QduP2zikmisguZVFMUUPI1JkU1KCK0FhoV3Yq53gOowdHoXgVrBxbwelHT2Pq4qm+5Kq86uJx/N33TwAAnp7L4uKp+uGnUroENdjc0r+cKyN5Oglv2LthsnG/IYSKh/R8GqZmOsOibtSgS9B0OaKdj+exeHixqUvx7BOzG752vbYLjfACD8VPzz/2XPbJICZt7bKbKhZ3zyfZLnKLwNJTADjg4M813YRYBCd+cgK+iA/D+4d3bK4Ax3H0B+BXnJOSUTVQzpZRytIhg+SpJACaRGfnnHhCnrN+mMVmZP8IKoVKnaBpFpWxcxYKyQKKyaJTKm07OtueOjv1u7RVeJ6njUNHAjCqBrLLWeQWc/RONlfByrEV+IfosNUgdXvfKhzHITIVgeSRsPDcAk4/fhoTF0xs6v7bbew2DAAwnynXiRvLtFDOldfNo1G89PwRnd4+j5Z2sEwLuWXqqm0nAnMcRz3LSG8FDVAzNDydQuJUouP3MDQD4AHYQabaMFKjkFk3p3IXKoFd+JF6zJkf0/nYxYBvqOkmpm7CqBiOD8rwgeGBdB/tBFERnYsMQBPfyvkyje5ky8gt5WCZFtSgCkmR4Al74A17z9qhFm+EVklsRl3l1Tk0Ymb3kMrHqXmg/X5qQKV9ugL979PVD0RFRGwPteuv5Oiwld2GIr+ShxpUHTfk3ZIv5o/5sffyvZh7eg7zT89j5JwRhCfD2/qbetnBIfzgaAJnUvURjXKuDGKRdb/nvMhj9ODoduxiW2glDZmFDLJL2brkYF7gERyjlXreiLcnN2qmTnvFLTU42reL4lOgBml009RNiIoIxa84uTBnM0zctMvSU3Q+cdm6m7gz1C3TwvILy8jMZzB67ig8wcHwrugWdgdwu2TR7idVypRQzpSROJGg2fiSAG/YS8VOyAvZd3aKnVZwR8xie2O0bUWy6JSeltIlpGZT9Njbfbqi/e/Ttd24K9RGzhmh7tFLORBCkDyVRPJUknYqH691Kt/hJ3u7L9X80/NYObYCYhFEprevs/g1+6L4wdEEnlmoN/MrpUvgeG7LeR/bASEExWQR6fm0kydkI3tlhCfDCI2Guj7MbrsVl7NllDKlulLxVnHnPtoVroPmZj1IDMTZ8J577sFHP/pRLC0t4dJLL8Xdd9+Nq6++uum2n/zkJ/HP//zPeOaZZwAAV1xxBT70oQ+tu303WDm6gmqpCo7jEDv+BDwAstY0is8tgOM4J4RpO0jq1bXOjtViFbOPzUINqojNxKD6VQiisOvuvN39pLCHDrdUC1WUsiWUMqU6seMJeRzBo/hYkvJ6iLKI0HgIofEQLMNCMV10WhnY0QoAA9Wna7vhBd5p7aGVNeqdU+ttVUqXIIjUO8fuVL5TEWUR05dNI36SGh8amoHhA9vj8nvhJB2KemZ+rbjxhDwDLR4NzUB2KeskZztwQGAogPBkGJ5Q9xrOGpqBcqbsnPc67b3kJronetZ2Te+Evoubz3/+87jlllvwiU98Atdccw3uuusu3HjjjThy5AhGRkbWbP/AAw/gjW98I6677jqoqooPf/jDeMUrXoFnn30Wk5OTPdlHQRYgExmEEHCgURlL8gKEeh+A0DsCQghAauOf61DJVTD/1LzzmBdqDTXtflK1ZbvHlCAJEBURkirtSA8a+47O9rYgpCZ27MjOqYRTgu4Ne2lTuKB61g65bIbd/TswHHASvgupAoqpIsrZMir5Cu3TJQrwRr00KXkdF9TdiuyRMbRvCLGZGG35sEgNAtPzaaTn01ADtSTk0Z2ZhMwLPEYOjAAESM+lYVkWRg+O9vzccFGtaeaJRBHFqgGfItJzHgf4op2bzfUSvaojcSKB/Eq+zo9FkGtGkuPhrpmZWqaF7EIWmcVMU2+rjRA9IiRFglbS1i3JbrfR5tkORxo7OG4z11xzDa666ip8/OMfB0DFwvT0NN7xjnfg1ltv3fT1pmkiEong4x//ON7ylrdsun0ul0MoFEI2m0Uw2IH752dfDxz9JvDae4DL/1fTTTILGawcXVn9MdUS0zwhD4JjQXhCHhCL0F5StWaapm6uWbYMC4ZuwNIt530khfaVcibP6vJ6yaqDDCEE1WKV3uVkSihlSzRzH6ARoFrOjhps3wjrbMM0TJTSJRSTRRRShbqTpDfipcZiER+9yz7Lwtm2d052Mev4h3A8h8BwAKHxUFfv2rcLQggSJxJInUkhOBrE2LljPb8hePGH7sdSroIv/t61uHImClM3cezBY5i8aBL+oe1Nct4IQgiyi1mkz6RhaIYjDDwhDyKTEfiH/F05VnqF9sQrJGn7FTWkopwpr7s9L/JOxNobor/Jxv0wNMOpUK1kK6gUK5A9MiYvmtw1OWSd0s71u6+3c5qm4dFHH8W73/1uZx3P87jhhhvw8MMPt/QepVIJuq4jGm2eqV+tVlGtro5v5nK976FhGqZzR8NxtENuZDLSsReAu6+UXlmdCqkC9IruXMQ4joOoinXCxxf2DfRYuNvwLjIVgWVZqBZWxU76TBrJU0knAmSfFNSgetZdoDdDEIW6qE61WKW5OqkiiEWQPpNG+gzt2uwJeZxcnbMh2dv2zglPhlHNV5FZyiC/TDu855ZzkFQJoQk6rLVTolwcx2Fo/xA4gUPyVBLEIhg/v7f9mi6aDGIpV8Ez89Sp2B7iEdXBOWbFVBErx1ecoSBvxAvZIyM8Ed7ykKSdU2gLmsbcGb1Un5IgiIJzg9aqR5goi87vmNE5ff1GJhIJmKaJ0dH6TPrR0VE8//zzLb3Hn/zJn2BiYgI33HBD0+fvuOMO3H777Vve13aQVRlqQEV4IozASGDLF2F3X6lmWKZVJ3rsqbJSAc/zAy1uGuF53snZie6pH8aqEzvcqtjxhGteO0zsOLhFY2xvDHpVd/JPiqmisxw/Hocoi/BGvfBF1m/kt1uwvzdjwTGMHKBJyNmlLMqZMorJIhInEzQHYyIMT3jwozkcx2FoZgg8zyN+Ik4FzoXjPYtyXjgRwncOr+CZBXqTaFTpEPwgWD9UC1WsHF9xEoVFRcTw/mEERgJb+n+0XYrt6sX1ho14gaetFjg6Z4UT/WVHn8XuvPNO3HvvvXjggQegqs0v4O9+97txyy23OI9zuRymp6d7ul/uUuntgBdWjeF2GxzHOUZuzXJ20vNpJE8nAQ6OKFKDtO3Bbr5It4ukSE7CrX0Mi+kiSqmSU8KfW6IXLLsE1hf1wRPcvblPdUnIJQ35eB56WXdK7yWPhPB4GMGx4MB/l6J7ouB4DivHVjD/9DwmL5rsidi/qCGpWK/o4ASuryaeRtVA4lQC2UW6T7zAI7qXJt92egz0am24KVFAKVNqaqwHAJIqwR/zwzfkgzd0dhtuDhp9/cUODQ1BEAQsLy/XrV9eXsbY2NiGr/3Yxz6GO++8E9/5zndwySWXrLudoihQlN130T9bcYsdTNfn7JRzVOyQM/REJHtkGtUJ0fJzUd15Cdm9wH0MY3ti9M40U0IpVUIxXXTs3VOzKXACh+BIELJHdvJ2duMxlL0yYnupd04xVURmIYNiqoj4iTgSJxPwD/sRHh/saE5kKgJO4LB8ZBlzT89h6qKprouOiyZpnsPRlQIqugm9qkNSttZLqVMs06JO1bMpR3yEJ8KIzcQ6FqNaWUN+Ob+hoZ4n6IFviDqInw1DujuVvoobWZZxxRVX4P7778frXvc6ADSh+P7778fb3/72dV/3kY98BB/84AfxzW9+E1deeeU27W0NtZbElFvc3r/LaEpdzg4iIBZxmoGWM2UU4gXnjs7xiQid3caCjfAC7zStBGpJkrWoTjFdhFbUnGNo+xXZkZ3dluDI8Rz8Q7THl17RkV3MOmac+ZVaNGcijODoYEZzwuNh8DyPxcOLOPPUGUxdPNVVV+uxoIqYT0ayqOH5pTxGKsa2fwcIIcgt5ZA4mXAqU/0xP4YPDHeU12iZVt3wJEBziOyWBrzAO5WHZ6Of1E6l7/9Lt9xyC2666SZceeWVuPrqq3HXXXehWCzirW99KwDgLW95CyYnJ3HHHXcAAD784Q/j/e9/Pz73uc9hZmYGS0vU4dHv98Pv34Zs/YkXAU9/AZh/pPd/i9E2HO/y2alFdrSS5phnlbNlxxeGF3l4QzTRzxP2QPbJEITWLgSFBB1/H9o3tOtOdpJKh2PC42EQQuixS9eiOrlKnWOy5JGo0In44A17d1V7CEmVaEn53hgKqQKyC7SvVfx4HIkTtWjORHf9UbpBcDQIjuew8NwCzjx1BtOXTnet5J3jOFw4GcJ/vxDH03MZvFzhtnU4vJguIn4s7lS8KX4FIwdGWnIBd2MnBtvC1V1mbZ9DhJjA+rvtYPp+Vn7DG96AeDyO97///VhaWsJll12G++67z0kynp2drUuO+9u//VtomoZf/dVfrXuf2267DR/4wAd6v8PT19D5qQcBvQxIu8txeLfBcZyTjxSeCAOgkQlb6JSzZadzN8fTbunuDujreQslZ5Oo5CoopoqYvHByRyVttwPHcTRSE/ZiaN8QLTfPlJyEZK2kIVum5mjAar6ON+LdNUneHM8hMBRAYCjgRHMyixknmuMfolGvbhQPdIvAcACTF00ieTqJxecWMXnRZNcu0IVahdT7/uNZ3P+a87atz1V2MYvcSg7VYhWiImJo3xAVcm0IS0MzHEuARi8aT9CD0HgIgeEAawS8C+i7z812s2WfG8sC/voSIHsG+LVPAxf+Utf3kbG92L4SxVQR5Vy5zk1UlMVVY8GQB6qfipijPzjq+BhxHIfRc0cRGgs1ff/djC0U7ciOu5KE42m+jqiK8EVqrsm75A6YWASFJB3yNKoGqsUqBFFAaCKE8ER4YIbrCskC5p+eR2g8hNFD3TH6O+9930Cl5r31zZ8/B2PnjfX0u2+3sMkt5yB5JATHgohORVsWksQiKKZoR/lCsgC4rniCLCA0St2/O7XqYGyMZVowNAOGZsCsmnS5atB8LVXC8P7hlt9rx/jc7Eh4Hrj4V4Ef/j/gyXuZuNkFNPpKmLqJSr6yGtlJFZxhGDu6474nIIRg6fklVPIVjBwY2TUX8FaQ1PoqLK2o0XyddMkxZdSXdCRPJcELNQOzWmRnJ7fcsA0AA8MB6FWdOtMuZJCapQmu/iE/IlORvg9Z+WN+jJ47iuUjy5BUCbG9sS2/5/tffSH+9MtPAwAsWehpGXi1WMXCswvQShr8MT/GzhtreejT1E2kZlPILmfry7c5elxCYyH4or6z6vfaCyr5CvSqDqNKRYstXmwx4+612IjiU9oSN+3AxE0L5FZyTjY+x3Hgp14LH+4C98J9KB7+CazY+dSFuEbdyYyjCWm8yNO5vczcdgcWQRIcgzug1h+rWEU5V3YiPM3IzGdQSpcwdu4YPKGzb7jS3fAzOh0FsQjtrVMTOvYwnn383MnJ3ogXktqfqputIik0Nye6J4p8PI/0XJrmZCUKdDh0kiYg92vIKjwehlExkDiZgKiIW46yvOGqaUfczCZL2C/3Js8qu5TF8gvLIIRg+MAwrQZr4ftBCEF+JY/UmRT0iu50/Ja9MkLjoYFNBh9kiEVgaAb0ChUxzryqQytq9f262mCjVkVbhf0Pt0D8eNxR/gQEIF6MD/8sgvHvgHzndixc9JfAOj86ySNBLzf5j7dFTzPhU1sWRNpXiuM5iLIIURYhyLTfVK8uAqkzKehlHcP7h9m4cw2OXy2djkxGsPj8ouMJ04hW0jD7+CwkVXLaRqgBlUYpzrI7RI7n6jrGm4bpOE/bVVju5GRRER0jQW/Y27WeP9uF7ZsTHA2ikqsgPZ9GPp7H8gvLiJ+I0yTtyf4MWcVmqJHj0pEliLK4pV5QAs/hir0RPHo6jRN5DT/Vvd0EUBuGOrqM3FIOoiJi4sIJWiCwCYQQFBIFJE4lVt2Jo17q8TQeOuuaybYKIQSmbq4RLUZldb6RCNmK67OpmyAW6cm5cWedPfrEgWsPrF154YeAv/0+/Mkf4tDI88AFr60by7WHLexmmpZp0cmwmi+7HxsWjArthyIqIkqZknP3YWMLHbfoabbMCVxbP2g70a6QLGD8/HF4w+1VIZwNVHKV5k/U2m0Qi8A0TdqFeIkm2roFkm00uBMboW4FQRScMmuA3rU5w1fpEk3WdR0zX8zniMSdVInFcZxjOWBUDWQWMnTI6kwKqTO1IavJyLZ65nAch7FDYzCqBhaeXcD0ZdPUK6pDzh8P1MRNdfON26CTYShCCErpEhInE6jk6W9T8SsY2jdEh53Oot9YK5iGudrKp6xDK69aPXTCVoWJofXGToCJm04ZPhd46TuB//4ouG/8MTDzUsA35DzNof4/fKsnZsuyYGo0Gcueu5erpaqz7HbTlFQJHM/VN9tUJacHlTsKRAhxwotG1cCZJ84gMh3B8L7hsy7qsB7uY2S7ItuRBrebLyEERtVAJVdBOV9GJVdx8njSSAOgyYyeABU6spe27DibBI8oiwiOBhEcpYmBellHMUPzdcrZMkqpEgghyMxnAMBp/OmNeHdM80+7qie6N4r8Sh6Z+YwzZBUYCSA4Gty2CzDHc5i8cBKzT8xi7uk57H3R3o4vKueP0/+zE3mt7qZuKxCLYO6pORia0fIwVClbQuJEAuUs9aeRvbQjvH/Iv6N/R4VEAdmlLHxRn1Pl2SpOL8KKXidi7HljDsxWRC6ALR9no9obccOqpbaCXgH+7uVA4giw7+XA//oyIPRXLxJCQEziiB/3GKl7sk9IbuEjSAJyy2uHW2SvjIkLJrbcdG63YNuxt3uBJRZBtVSlQqcmerSiBkESYOr0hCOIApSA4kR5zjbBY2NZFvTSaiVWKVOq8yLZSFgOOuVcmZY1L9NcPsWnILonisBwYFs+g1E1cPqx0+AFHnsu39PRjddjs2n88t88hKgi4OE/+umunRuKqaKTeL4RlXwFiZMJJ39LUiXEZmJtl4YPGpZlIX487gh6ANh75V6nSrMR+yYqPZdGtVh1REw7uA0LO0ENqutHs13wAg9REekkr879w/6Wk9LbuX4zcbNVVp4HPvkzgF4Ervwt4FXr598MCoQQmJq5ttFmvrKmy60bOzlS9siQvBId9hrwzzromLqJcq7stDyo5CtrGvMJkuAIHVv4nG3H3naetoVOOVuui1By/Kofz05pE2Fo9KKUmc/AMi1IqoTonui2JB9Xi1XMPj4Lxadg6tKptgscSpqBC2/7JggBHnzXyzA52oVzaQtUi1UkTiVQiFNvKlEWEZuJITQW2jHidj20sobF5xadoTWbkXNGEBoPQStr0EoNU1kDMQlkr7zGt6dVOI5DuzJAkAQ6AlATKMV0sU6wNJt34zvNxM0GdF3cAMBz/wn821sAEOCltwA33Nad991msotZLB1ZWvd5Z8jFrhzjOUgeyelYLnkkyF66LMi9S3re7RhVo07sVPIVJ7JjI8gCVL8KT9gDSZGg+JWzqp2EZVqo5CpOcnLjnaPkkaD6Vw0FZc/gepiYhonMQgbpM2mYuglBFhCZiiA8Ee6as3AzSpkS5p6cQ2xfDLE97ZeI/9RHv4dTyRL+8U2X4WcvmezBHq5iWTWvm1oivyAJiO6JIjwR3hHDk5uRj+ex9PxSfXSyBidwIObGl+lWoyfrwQu887ftaL6oiGvnitQ1odIJzOdmu7ngNcCr/x/w1XcCP/wruu5n3z/wEZxGtHK98ud4znFe9UV94AXeCYPaiWhaWYNe1lFIFqBX9Drho/gUCLLgCB7ZS6deVnvtBkRFhF9ZTbx18ncKFVTzVUfwFFNFmm9Vi7ZxPC3FVv2qM5d98q44+TfCC7wjXIb2DcEyLKfsvFqqopQqOR2+ATpsYW/vDXsHqhRYEAXE9sQQmYwgt5RD6kwKiRMJpGZTCE+EEZmK9GR/vWEvpi+fXnfIYzPOGwvgVLKE55cL+Nku75sbraRh8TDt5ccLPKLTUUSmIruimrOcLSN+Iu7kDDVjM2HTEhz9DcgemaYheKS6ebVQBS/ykBQJvMjvivPz4PzCdzpXvhXQCsC33ksFTnEFePVdgDAYTqWtYJfkNQoaNxy3mqPT2M/Fvgjb4VN7DDi/kodRXR3T5QXeETq26JG89Ie3Gy/EW8V9zAND1GjQPtblbNkZTqwUKk4+z+qLac6UI3gCdN7LiEA/4MX65p+mbjpRnVKaCh27CSZAk5O9ES98YR884cFITuYFHuHJMELjIeTjeSRnk0jNppCeSyM0HkJ0Otr1xMtWSqzX4/zRAO57dhlHlgtd3KNVCCHILmaxcmwF4IDhfcMIjgZ3TNWcG2IR55xYKVToUHS280iLG8lDUwQESXDESqOI2Sxvr9tVsZVCBclTSZSzZSh+BaOHRrc9esqGpbrNo5+hERxiAXuuoy0aAqMtv5wQWjHgDXvp3ck2nnTtsvVejF1bplU3ZqyXdWfZHYoVFdGpHOJFflX8eCRmfLgJhBAYlVqEp1B1RE8zjwpJleCNemkCcy3KI3l2poleK+gV3WkRUUqX6of5XMnJvogPSkAZiO8aIbRtQOp0CuVcGeDgRC0GIfL0racX8bbPPoZDI35865bru/repm5i6cgSCokC1ICK8fPHd0x7BFM3US1UHSFTLVShFbW281rc2JFw56bQW39eJIQMxG/XMi0kTiWQPpOuWy95JOy7et+W95Hl3GxAz8UNABz5BvDvvwNoecA/Bvzqp4CZl7T0UlM3cezBYwBoXsXIgREERgID8cXtBbaBVGOSHAAUk/VOwJIq1f2o7eWzLbm2XeyhK3eERy/r8IQ8deFw+wRquwwrfgWqT90V4X83a9pEZEtO6F+QBYBgtdN5zQSu35QyJSRPJx1Dteie6Lbf/DRyJl7Ay/7y+xB5Ds/+2Y1QuhQNLKaKWHp+CYZmILY3htje2EAnCxNCHcwLidVeY91m7PwxhEYHu3ddIVHA8tHldT//+Hnj4CUepm7SSTPBS3xb+V5M3GzAtogbAEgcBT7/v4D48wA44NqbgZ95HyBtPL6tV3Sc+NGJunWKX8HIwRF4Q2eXoZ5lWE5eT2PExx3tsfs92cNckkeCpFDxwxKbm2MZlpO7Y99haqXmniWSKq0RPKK6ewQlsQjK+bJjJJhfztfdZcs+mTotR31999epFqtInEigkCxQD52ZIQTH+lP+bFkWLnn/N1EwLHzt/74UF05s7eJrWRYSJxJIz6UhKuLAmoiahkmtHLJlOryUq8AyrTU3C83gOA6yjw4Ti4pI+1wN+WFUDBRSBRSTxabiYPTQaNt+N9tFai6F7MLaLuutIHtl7Lt6X8vbM3GzAZ2Im1KaemwQQkAssu4cBPWPqwUEH/8gPCf+HQBgBA8g9+IPwhi5wnGzBWrz2mNTN5GeSzfdD9knIzoddYZs7DYNu+Ui0yp2KXtdaWR5VfwIsuCUUzvCp6Gay05sZqxiWRa0ouaE1O0oT6M7NgCnxFPxK6vRHp+yK46pZVpODzG7TYQNx3HwhD2O2JF9/alQK2VKiB+Po5Kv0OaDB4bhjXi3fV9mbv0aAODGC0fxd2++suP3MXQD80/Po5KrIDASwOih0YHIC7NNO20hU86W674Pbhr9YgRZgOJbTfBX/Apkj7xhFIoQmptTTNIebOVsGZJHwtSlU9saQWz0S7MNYvWqjkqu4txguu0YOkEQBZzz0nNa3p6Jmw3oRNwce/DYmlJcjuPA8bXWBnz9Y/dckAUoc99D5LHbIFQTAIDC1C8iff67YCoxKohquS6EEMeJuB04nlvtTWULHoFzst8BWjrZdBKFgQ75tos7cc8teBqjPQDW5PTYy6IisoquGnbicqPg4QW+qSeSqIh1YqeVE/qgY1QNFNP0YtOYryPIgiN0vJHtrcIihKAQLyB+Ig69osMb8WJ4//CWHWfbwRY3AHDqzld19B6mbmLuqTlwPIfwRNhxrO4HlmnRxPxsxREzjef+RmSfDE/QA0/QA0MznKT9bnwXep1LQyxCv9vJ4hohs1Xh0iqHrj/U8mdk4mYDOhE3hmbUixlX1KVlSingO7cBj/0LAALIAeDlfwhc/TZAXg29FlNFzD01t+bloiwiOBZ0XEzX9KWqTcQkdX2qAFribeq09XyzskJe4JsKH1EREZ2Otvc5BxQnt6esQS+5ythry+4fshpUUS1UV6M9DfOz0TG4EdMw6wRPtUinZt8vOxTvFj22iNxpx5EQgmqh6kR1ytmyM5SnBlXwPA9fzAd/zL9tCbDEIsgsZJA8nYSpmwiOBjG0b2hbGnRuVdyYuokzT56BqZuYvnS6L0nDhBDHzqKcLaOQWL/6ixd4qEHaH84Toq1TBiHC1AzLsGjjyyoVLUZ1ddKruiNkWhlO6yUHrjvQshBk4mYDti3nZj3mHgW+/ofAwmP0sX8MuP6PgMvfAogy8vE8Fp5dADgAhJ4wo9PRrvVKsSwLlm6tJnXZk2GuWceLPKYvnd7y3xx03CXsepn2X6nkK9DKWtPxb47j6sRO3bK6eyuONsMO4bvFTrVA7QAakVQJpmGuRnhs4eNVdlQCs+2vY3sO2c65AK0Q8cf8NKoT9vY8emUaplM6DgKEp8KI7Yn1dKjwtnsfw2eeoB407YqbOmFz2fS2lgpbloVypoxCkua52C0LFL9SF5GUVIk2QQ16oIZUKL7Bc74mFkHiVGJVvNSETDNDwGaoAXWNK/J2MnPVDBRfa+07mLjZgL6LGwCwLOCpe4Hv3QFkZ+m60B7gunegOPNLmDucQmAk4OTXMPqHZVp13XPd82Y9XBSfgpmrZrZ/RwcYy7TqxE61UIVW0tYN9zsJzC7Rs1PK1I2qgWKqSC+a6aITybJNB22xIyq9G77SKzoSpxLILeXAizzGzxt3DCG7zfzJBF7ydz8GADz2vp9D1NeaQOmHsDGqq0m77v8bG9krwxfzAYAzzNTL/6duQQjB0R8c7XgYaSutG9pFUiUIcm1kQKLD/+HJcMtRRiZuNmAgxI2NUQUe+2fg+x+hpn8A4ImCXPU74K55W12XccbgQSwaqXCLHkESMDTD/t82w8nlaRjWWq9iy/H5qOU3yB6ZmhEOcAKzHR0oJouOg7eNGlDp8FXUDyXQm2hAtVBF6kwKueUcgqNBjJwz0vXjlU/k8Yq/eRiLJR3/+jsvxrUHNi/rNTQDc0/OwTR6K2wIIdTJu3b8G3PEOI6jJf+1/wfJ0/+S/0458eMTTSOkreBu3LvZdoJc+/7U/NBEWYRFaCGCqZsbdoj3hDzYc/mejvbRhombDRgocWOjlYAnPwc8dDeQPlX/3NseACYu78deMRjbjjsh3C163MOD7hwBu2KrLqfHqwxcArM7r6OYLKKULTkXAkEWEJ4Iwxf1QQ2oXRc6hWQBS0eWwHEcxs4bgy/i69p7V3IVvPUffoSHV4q4/TUX4qbrZjZ9zfILyyimipi+dLongkIra0ieTqKYLK65aIuKCF+U5kR5I96BcKbuBrOPz7acNyPIAkR5tU+UIAsopUvU5bj23JplafPCE8u0UEgUkFnMoJxZuy9DM0OIzbTfw8wNEzcbMJDixsYygcP/CXzhN+vXT7wIOPAzwJX/Gwj1tkEdgzGImLpZJ3TKmTKqxWrzvIJay4m6qi2fMlAJzKZhopQqoZAsoJCkeTqWQTuD+4f9CAwHuip0DM3A8tFlFOIFRCYjGNo/1JULu1E18N7P/AT3nkjjTdfswYd+6eJNX2OZNOevmwnPhBCUMiVkF7Iopov0e+FK9PbH/PDFfAOZM9MNFp5bQCFRWO3EXZskRapfJ4vbIvy1kobsUhaFRAGmQZPch/cPM4fiXjLQ4saGEOAHHwNO/RA49SBgucKNF78euOIm2tphACziGYx+YbebaDq01QRe5OENe52O4XbVVr+jPLa3ST6eR34l7+y/qIgIDAeo0AluXegQQpBbzmHl6Ao1yTtvHGpwazl9hBD83b2P4s4nl3Hl3gi++H+u29L7tYuhGcgt5ZBZzDjDMnbfMMWn0PymAWhV0Wss01qt5h0AKnnaW6qULUHxKRg7d6wrlXBM3GzAjhA3bgpx4IEPAY98qn49JwDEBN74eeDQjTuuAzmD0Sss06JDWw2l6qZurqkMccrU7W7qtWhPP3N5qsUqFTrxvGMY102ho1d0LD2/hFK2RNsb7Nlae4Nvf/NZ/M73TiGginjqtlf0/ALrjtLkE3ma/yFwCI4EEZ4IsyKMPmJoBhInE06DWhtREbH/xftZ5KaX7DhxY2NZwOzDtMrq2a8A1dzqc7GDwAWvAS54LTB2CRM6DEYTDI1GeWwX5kqhsm5DQ1ER1wieflRsaSUN+RUqdKrFqrNvgeEA/MN+eIKejvaJEILMfAbxE3EoPmVLjSlPPzOHn/3cUzAsgodu/RlMhDvvNL4RhmYgu5RFdiHrJGerARWh8RCCI8EdZSGw27C9lhKnEk0dzQHaH0tSJFiGBdMwYRmWY9zYKkzcbECvxY3desH2jnEb6xHLNbdq6y362Fl2rbNMC5JHcu7e7P8qzqwgfPzTiBz/uzV/X/dMoho4BM2/H6kDvwtJVZubEDZxU258jhd4567IcT52uSFzAgeedy0LPHieLg9KeJTB2AhiEWhlzSlRrxRor61mLuEcz8EX8Tm9gZSAsq2+Rs7QVTzvVP4ER4MYP3+84/esFqtYPLwIraRh+MAwwhPhtj/PyvEV/PoXn8GJdBn/9Nar8NPnjnS8P80wDROp0ymk5lIAoWX1gdEAwuMsStNPDM1wbAcq2UrLvjpuJFXC/hfvb3l7Jm42oBNxUylUYOomNb8zVk3vmj7WzTVN9+p6kXBwBADPr4oFjufqlu25KIv1TSLdJx4O4LQ8pLnvQTl9H+S574Mz682Yqgdeh+rk9dDGXwZLDq3pf9W0P5a9zANmlQo0W3i1Csdz8IQ80Iraah+s2lwQhZbWuYXUoJM6kwIv8giNhZiw2wXYndQbBU9j9Q0v8I7dvj2Xvb3vN2ULHcWvwB/bmocNsQiSp5NInk4iNB7C2Lljbb0+t5zDO//9KXx3Not3/8J5+N3rD2xpf9z7lVnMIHkq6SSDhyZCCA6zKE03sQyLuhW7r2m165plWKtzw3QMArvVmoEXeRx86cGWt2/n+r37M626wNyTc3UnNV6kF2NBohdku5+O3baAF3mnb5O9bAuZ7icvDgGH9gH434BWBI59B/i3tzjPKse/AuX4VwCOB0hNJL3lP4C9LwWE9v77HSFUiyo5USmrofVDTQgREMge2YlgWYYFXdNRNatOWHIjbLdQjuecY944d453k+cIRyBKYs/FkambiB+PAwAy8xmMHhyFJ9Sb0DxjexBlEWKUlg3b2IaO1UKVdlOvzUuZEkqZkrMdx3NOZEcNqFD9atcTl2WvjNjerZXV2nA8h6F9Q/DFfODQ/j4qfgV7aiXdR5bzW94fQggKiVrPrLKO0FgI0ZkoZHX7WzPsdAghjkBxT4ZuOMuWadU5a28nlmH1rH8WEzctMHXJlNN/iRcHuAu37KN5Nx/IAqYOnPkxcPTbdFp5dnW7f34t7W018xJg3/XAvpcDIxdsWn3FcRw4gQMEdCXh0hZLdh8stwiyDAumaVIbcdcYramb1N22BXHk3m9eWhVDbtEpiMLqc65lTuQg8EJLQ2xu4VstVDH7+KxT+rgTHE4ZrcELvFNWbjd3dFpO5GmExxY95RztIm3D8RymLpmCN+xd7+37jifYmSCXPTL2+qi4eWGL4qacLSN+Io5ytgxf1IfJCyeh+Fuz5j8bsb9/2cXs2pY6+tpIYzP6fSNmmVZP+nOxM28L7MhxXUECZl5Kp5+7HcjOAV+9BTj6Tfq8lgdeuI9Obq7838CLbgJGL2o7stMutljqNLJCyGqTULf4cUKoVWN1yNAWRmUNlm41TSJ1owZVVHIVgEO9KGoUSRLf9ASSW86hkCggNhNDZDLS93JjRm/gOI52k/fICIwEAKy6L1cKFUf0VPPVbWlk2Q84nsO5o3Ro7OhyAaZFILT5fdfKGhInEs5Q29QlU3VRs7MJu8mv3Z3b1M01HbtNrRZ90UwIstA0R6ydv9dPLIOJG8ZWCE0Bv/FvdNkygaWngZPfB07+Nx3KsnnkU3SS/cDUVcCea4HxS4Cxi+l7DBAcxzkRFwmtXzicpO+GvClbFNliRRCFuoai7fZfsUwL8eNxxI/HIXklKF6lXiTVlt1zXqJJ2YydC8dxkFTaRDUwFOj37mwLM6P0c1YNC6eSRRwYbj0PqJQtIXEyAa2kYey8MQRHg4MbHe8RK8dXUEqXHOHSDq1EZzaiW/kzm8LR4V4nv7KWPtCr/2uWUMwADA2471bgkX9E1bsPYnUFgllsvu1Fv0KHsiavAIbP63l0Z5Bwxq8bRFEhVUC+C7kGNvZQmCN83HlcDYLILZIGesiUsatJz6dx+d0PAQD2D/vw3f/vpzZ9jVOOfjyO6N4ootPRHVE80Avmn5lHIdF53gvHcx2JFF6kQ63u1g0cz62JUrtzHAF648YLPERZhK7p1DG8UN1QaIXGQhg7r71k9UZYQjGjPUQZePVfIX35+7BydAUgJpTiCXhyTyJc/B8o899b3faZf6cTAEheYPwyIHYASJ0ELnsjcNlv7FqfHY7jHIEB1zC1oRlNxY3slRGepD2DOI5bW2G3TtUdCK2GsQyraefxjRAkAWpQhVExnEiQWyS5I0RukcSGzRhbQfWvDt2fiK9zY+TCMi0sHVlCMVXExEUTW6742ul04qLMCzzt/ySJ0Ks6TMN0Om23NNV+93aivC1oOooc762ZK6ZKSC+kUUyu/Q7YHde3CyZuGABc5d8AwAmo+g+i6j+IDH4VOEgQK34ffjEHwciAX3oC/PIT4LQCMPsQnQDg9A+B/7gZxvg1sIYvhDl0AczohbBih8CJNCnQ9tJxL3OorXMtcxwHy7JolVmDH08zn55+UpfYzAGB4QDCE2F4QvUGa20NndWGzRptBtzCyKmCMOoTCC3DcgzfWsVOmBckAbJXpkl+GwkiJooYLtpJ+tXKGhaeWQAA7L1ib8+6gu8k7G7bnMBBlOobVzpzqf6xO8pFLNLxb9FOlN8qHMfBF/PBF/NBL+vILGRQSBVALILIZASB4e0domXDUjsUJ2ekIYnWWVeLANieBI5ZoMtIsHF9mzsAuXQaav5ZxE7/E+TymfU35URwZLWrc3L6zUhPvRGmHOtalMcus7cFj+yVoZW0VVNBnqsrx697LKx9zhvytnzCLqaLSJxIwD/kR2gs1NcKKcu0nGTDxojQGlHkSrZ2s8abaQPcoogX6Z2kIKwznGavE9jw2W7kA5/5CT59mFoinLrzVU230cs6Fp9fhKRKGD00etYOQzViGRb1QGPHY0PYsNQOw87lsDPijepqZrxlWmvLoQ1zQzFij49KqkQ9BGoXbPtOe41xYO3CXs6X180dUYPU5lzxKq7Iyz4APwWLuxlVcIClg0sdBR9/Ftzy0+BWnqHzan2fkdiZf0HszL+AqBFY0UOwYufRefQQzOh5IJ6I49q8ntngmrltQFhb53jd1Nyi3WIOLei4kXNGWhY3vogPvisGo7KDF3jwHh6Sp70Ea7fosSs01gydNYgkAI7fkT18xks8LH2TEn13BVpDmFxURcfUsU4QsXyigefV5w7j04fjkEUehmlBbLhQW4aFuWfmEBgOILY3xv4/XQySKSGxCNLzaWQXsyCEYGjfEIIjOy8QwMRNDyGErF4oNNMRLY0CxtDWOj7a7sSyj4ZsRVWEIilNzeqcucRv6a6YX+TXiJvgWBBDM0MtlrEqQPByYOZy90EAsmeAI/cB3/ij+s9YSUNY+DGEhR+v/5YveScw8zKa1xPeA/Bd8NepCSB3BKsxinU2hco5jn7X0MZHdidX17l32yX4bkHkEkm2CF3Pg8MT8tQlN67u5DqCqGESZdEJ4bMhs+3lwJ4IFIFH1bBwJl3GvqFVwU8IweLhRah+lQmbAaXRPNFm8blFeMPetvOC1rQZatJiCEDPhquYuNkilmlBL+vQK3TSyhpdrq1TA2rdydrOMBcUGlnxBD0QFXH1pCwLEBWxP6F7158LjgYR2xvbept6jqOi5Jq30clGrwCJF4D488DKc8BKbZ45Xf/6B++iEwAIChDdDwydQ5uFDh0EogcAb4yua3WXeA4cOvfXYayfXL0ZlrlW8Lgf2z3N3E6qxNxYELmxhyMB15CZXBM+drKl7BJDkug8Zt+HreENebAnIONopoJjK4U6cZM4mYChGZi+YJoJmwGkkq9g5dhK8xsLAMVUEZ6Qp6kjfT6eh1bS6nsntthnSpAEJm76hW3I5RYsbgHTeLIVZRGSR4IaUBEYCUD2yBjaN0TFi9L7VgBbwRf1IboniuBosCsJZhsiqdQ/Z/yS+vXVAvDQ3cD376SPp64CqnkgdQIwq0D8MJ3WY+9Lgb3XApF9QHQfEJkB/GObui8ztge7V1g7hna2e/V6Dqx14qg25GoPl7mHzDZDVEXwPL96kyHVJ3O6lwf5d9wvZK+MaZ+Eo5kKjq7k8XMXjAKgOWnZpSxmrphhx61POG7wNVFiX8O0soZCvLDpb2Tp+aV1n3PfULSLZbXfbLNVmLhpgVP/c8pRopzAQVZlSB4adZE81KxL9sgDL142Q5RFDO8f7u9OKH7gp99NJzeWCWRmgeQxIHEUSB6l81M/qN/u9A/p5EZUqciJ1MSOLwac+R9g73XA5W+mjxkDiyOIlDYFUWM/ncZcIm21x45lWOA4DlpJa+lE7S7DtUWP7JWdZTsau5PPB+3CcRwOxHz47nwex1aoZwshBIkTCYyfN85akXQRW6jYw8C55Vx9f78mUyu5hh2xhUCcnVfJekv1AY7jMH7BOASJDiMJUu8cFRkbwAs0EhPdBxz8ufrn4i8A//NJQC/R4ar0qdp0EsicAYwKHf6KP1//uqPfBL5zG3Vjjp1DHZjDe4DQNBCers33AJ7IrvXu2a20GyGyE88ty1pje++2uncq0QwLVtmqy01oli/EC7wjdBqFT50IGqCE0q1waDwIPLXkiJtytgxwOGtbKbRKPp6vq3p1euy55nZBiT30YyN5pLrv4Xaz1eshEzd95Gw3mBp4hg8Br/xo8+dMnSY0p09Ro8H0STrs5UYrAItP0KkZkq/WeoLQPCGb6/8EuPj1QHCcNi1tA6NqID2fhi/qG+hmimcLHM+tRhZayCEiFlkjgAgh8Ea89cUCVaOlaBDHc/CGveBFKshERYSkSBBVOt8p1WLn7wkDAI6tFEAIQWo2heh0tL87tU1YluUk1tcl2zdUurqT7+0KRUEUYGjG5n+kCdvWPmE9tvi1JCYBeqDtmbhh7G4EiSYhR/cDB2rrXvEXdE4IUMnQpqKZM1QEZc+sLmfOAMUVQC8CiSNr3/v7H6YTACghIDhBhU6gNg9OrC4HJmjicy33J7ucRWo2hdRsCt6wF7GZGBM5OwiOX+0ftRl2qb27WtKsmmsqJ6uF6roXODsC5AifJgJoEKrDDk5HIHBASTMxu5yHVdHhH9r5N4d2ZM+d6G4PbdoCd0vtE4TO/+9aTd7tBbzAg+c2VyZ1tiNC/bxXMHHDOHvhODrk5InQxqDN0CtAbp7m+8w/Anz3L5pvV80C8ezGyc6CDJj0Dj5Wm3IjP49i5Gokj8eQi00iePAgvOPTXSl5ZwwGdql9K6W0xCLQq7pTxNA4L2VL9E63geBoEOPnj/di99tCkUVMBxScylVxKlfFy160d0dEnAyN5q00y8eyoy8b4Qm1UTLYhFaEKcdz1PZDWG08aQ+/FpNFKhaE+vX25DxX8zczdWryygkcKoUKSqnShp/RP+TH0L6huvfjODpVChWYmllnhmr/HcdPrQ/fASZuGIyNkFTqsRM7ABz4aeDlf7RmE1LJAtlFWJk5ILcA5BeB/AK4/CKQXwRXWARXjDvCxk1w5T4EV+5bXfEAQMDDUiKAfxTENwLiHQHxDoP4hp1lyzsCKEEQ77CTD7TaPsPV0gL1y85zteW6OXG1xKi9Z93jhvYY7u0ICL2D4+Gc9Bjtw/EcZI+8rs+S7S/UKIDcvZ36zf6oF6dyVRxdzuP6Q30uUGgRy7AQPx7v6LVOWxgX7saTbh8yQRSarqsWqyAmqRctbiFTEwm9ghCCUrqE9FwaxdTavlBqQF23gnaQvntumLhh7Bps00Tb3dg2inJ7LzS2oLBNpYhFQEDL/gkhgFUrn3Q5IbsdkBvXAxw8wUMoF6fp+HGoNtlYOkQtAV/qxxh74UPO6qp3P3R1FKKWhKglIWhpcLAgVJNANQkkn2v983MCciOvgCmFYUoROpfp3Kits8RA0+RoSZXabtLpplkyrVsAcRxXL3y4+mXZK8OoGmt7hjXpI9ZsG7fjNsdz4Ln6x872zR7vICFW5y80oKM950+H8d1TaRyPdz5Ms93YvZ2A1Uq4Oi8k2yhSbjCNlERwAuck+jpCpM3vlBror0DgOA6+qA++qA/VYhXp+TRySzkQi0DxKwhPhPu6f53AxA1jYLBbTZj6arWAadYqBFyVA43VBHZiHrHIli7SvMhvGJqta9zJceAlvm6doNCmk2siHADAqeAQhDa6H7MXvBFGxWi+n8SEoKUhainIJA0FWQiVBIRqAkIlAb6agFBJQiqcXLt/xERo+RsbfkbCiTDlMCw5QoWPTAUQ8cSgIwgl9xwELYVy6FKUQ5eiEjgfhFdBQNouJXUEYYsvrBbaa/bZLdSACr2q1/UXq+s11tB7rLEPmahQfxwn/N+YV3CW9dI6NElV/dHlnSNueIHHgWsPdOxs7QjOXYDiUzB2aAwjB0ZgaAYkVdqR318mbhg9gRAaPVmTeGeX1DbxHyEWWd9+vwFnbLlWXeIO9RKL1F+Qmo0FNzbUFFbv4NeLHHST5KkkEqcSa9b7hoIYmtnf2p1cZhY4/j3g5PeBwgpw/msAowwUE0ApWZsnavMUoOXBEQNiNQFU1/7tuv1INHgF1UriiSdKc5TUMOCJgnjCgBoBkSIgU2FYau2xEgLhBCpuiKv3F3FFwRqXG3qGNYueued17w2sttIg9a003P3H1qssMTUTJjZ2P16PVr6zHMetFTy176Pskx1nZmdqzJtwPR70aNPBEeo4+8jpdM/KfLsNx3G7xofHMiyk59Mo58rwRX0IT4Q7+j/gBX5Ht6HZHf+bjG3FGfdvTHis6iAmcRLMNmo4z3GcE+KVvfJqXyBFhH/IvzrmLAp1J3dBFOqEyG7BF/NhaGaovfB0eA9wxU10agW9QkWPI3gaBNDSU8DC481fm5kFMrNrqj47+l84+Apgz4upQFJDq3OP/TgEiL1zyG4UOxaxwIFr2mPMPWxZJ5hcjwVRgOJT6oY/nR46DeuaVUNVi1WYWhvCinP5+Hgk6qEj1jcZtRuROo/F7eu1tX941RbhybksLpsOb8vfPduxTAuZhQxSsynHOb+YLEL1q1tOeN4I91C9fcPR7OZlzXO1aHCvqkSZuGGswR4ecosWo1I/b3YHLMgCZI8MxadACNc3M2wcsz7bQvWNKAHFMTcb2jsENbgNY+6SCoQm6dQKWhFYfpZGasoZoJwGyqnaPE2jQfaye30lu/H7Hv0WnTZCVF3iJ7QqfpQA8MinVrfjJWDsIlrtdtXvAL4huo3kW7flhh1FQR9GEZxIlEv4cBzn9OupM29r9thY6zpbLVQd/5SNbihskeMWQGpAheyRHaf1bjgqq67hmQ9+7Tl84feu2/J7MtaHWATZpSySp5MwqmvFczlX3lDcVPIVVAvVDaOqG60r58vQCp21X+B4Dodefqij124GEzdnKXbPLK2kQStrjtGYVtIgyiIq+Urd9rzAUz8NjwRPxEP9NRr8NgbBZ2On4I/5cejlhwZb4Mk+YPrq9l9nGlTgpI4DP/hLGg0qLK8+f/AVgG+YblPJUq+hcm25WhNGRgUoLNFpIyydvv/C48Bj/+x6ggOUIBU67km117mfa1hWg9QfSZCpP1EXvTjcydXdztGwI1LuhqSOYVxtnfuxfUFz3+mLirgqdjySsyyrckcuyv9zKt3Vz7hbMXVzVTy4h2MbChlsQVEtVVHOlUEMgnKuvGGuYPJ0Epn5zLripbG5c7vIvs6HrjYS41uFiZtdjmVaTQWM3cXVhuM5yF4ZnpAHil9BaDzkGISJCg17M7rLQAubrSCItF+XLwa86fPtvdYyaaPUSmZV/JRdy8UV4MG/Xv/1nAAQEzSk4RJL3ebQL1DxJ/uoKLKXZX9t2uA5sTd5DE5ej8BDQut9uACap6GVNejl1cbAxVQRmXLGiQbYkVlH9KiSM4S8Zl+kBKTwI+ClNO569Ch+6eAvYW9wb1c+5yDQmCtWzpadiPaaysoNqi3t9yhlSj1zGrYLMnoF19ngNKWH5soc6aV0GkByuRxCoRCy2SyCwWC/d6drEEKglTRU8hXoZR3lXBlaSVsTphQV2uDPmTx0Liri7r3YMs4eCKFRn0qOiqRq49y1XHGvs9fnaH5RL+GltcJn/tGNXyN5gV/4CI14yV76WPICkoe+XvLQxz0wf7Q7qzvCpza3TMsxb7PzOvwxP/5r9r9w20O3wSIcOBAIPA8Cgtuvux2vO+d1Xd8/mzWJ5+6pMcm8Idnc1E1HYNS9viHB3SKWE1lxowZVVHKVdfZsczar1OwlrRZxrIfiV7ZU6Xjo+tYj2O1cv1nkZgdCrFUhUylUUM1XUSlUHOXvjsK4BYzslc+qLsWMsxCOq13oPUBgtPP3MQ0gc5r2EnOmo9Sg8erfpcJEK9am/Opy1bXc+JxRu/hZei0ylWl9f/QS8J9v33w7QdlY/EjeDZ73AZYBPPNFmmcVnARCU+BDU1CCk1BCU0BsbRNZUzdRKVSglTQ88sQjuO3520BAwHH0fGQSOuR120O34UUjL8Ke4J7WP3eLGJqB4w8d7/j1WxUnW+Zsvq8k6MnnZ+JmwCEWQbVYXRUx+Qp1s3QJGXsYSfWrNEHQK7P8FwZjKwjiqjP1ub/Qnfc0dZfoKdSmIlCtNW61+5RtxMTlgF4GtBIVPPbk/I0qUK7SxO5eExgHRBWC5IFPVOGTPPgRXwAP0rSoniMEX3rgvXjnxE/RhHFRpaJKVIDTD9N9948B/hH63oHasuxvajxZ995uq/9mpo225UOT9RzPwfln+1g1MXrcaG5oBvXIca9vMK7caH0pXRuWss0tXX5ajY8BQC/pKOVKEEQBeqV5gYeN5JXgCXiammdyPOdE5ta4ka9juNm4TtfW8RVb73UNLucEZGtDW+t9J9iw1GChV3SUMiXoZR2FZAFaUXNCoLzAQ/Er1Aq7Npe9MhtO6jKWZbEWAoydAyFU8Ohl2uRVL1PRpJdXxU+dGHI/X6wXSye/v6Vd+ePhGL7p88Jq8tvhCcGNxRI+Ek9u6W8AAGIHawJJqc3l1ceC4lqvuCZ18+cSR2ibFN8w4B2i1Xe+IZpoPqDnA2IR5JZzSM4moZfXCo3IVAQj54z07O/bVXvN2rJ0GzYstUMghEAvUzFTzpZRypScHBnZK0OURYSnwk5ERvLsTKfInUQ5W8bsE7NQvDQaFhwN9sR5tK6yZb3qlloFyyA0RGyHQrKA+PE4NRCbDO9oIzAAg29Ex3F0qEn2grZj7TKE0EhQbh7IztOhq6GDVBQZFTrpFcAoY2L2G+BWfoRmmaIcx2Eicg4Qu3b1tXoZWHis/X1KHt365+omE5fT6jp7EpVaxZ1Seyxv8LxUe9zC68sZKkLthr+eCDjZT89VY0EU4gUkZ5N1OTC98pGxGdRUBxa52UYIIagWqo6QKWfLzgWMF3l4Q154wh54Qh6ofpUNLfWB3EoOi88tOo85joN/2I/weBiesGfDi5xl0QRLQzPq5qZpQi/rdUJmM08S998/+PKDg31xbWDx8CJyyznnsT/mR3gqDG/Y25PPYQvFRm8Y20vGMmmipr3s3rZuudaPrHFZ9srYd9W+ru/3buR07jRe85XX0MTbBniOx3+97r9ay7kxNKAYB/JL1EagsESX9TJw7isBYtWEVZUOZxnV2mNtdb1R2eQ59+Pq4AmmXjB5Jc2xsq0OeLEmqCQ68bX1Qm09L60+t2b7zV9vQQAnKeDs7U2NCjYnAb49YcQiNwOCZVqoFqooZUsoZ8ooZ8vOiVaQBXjDVMx4Q17Hgp3RX0S5/idBCEF+JY/8Sp5GcDjae0X2yvVCRjfWrXZQA+oa3yAbXuDrXWVdzrL2+p1G451cIVlAIVmA7JMRmYwgOBqkxnXm+v3C6vqG1RoS6iW9XsCYqwJmM0RZbOoO3ArE7O/9n1bWIEpiX74Ldj6GbeoJgPpj1awlwhPhuqaKe4N7cft1t+O2h24DIYBVi3rxHHD7dbcjXAkjnUvDG/FuPKQuyu0ZTnYbu+qulFp18HbcvOOrDt+iAlzy6zR6Zmo1saVTUWXqtcfa6rTp81rtOXvZNbm9ojpl/pGtv0cbtPSNPfQLwJvu7frfZpGbLqOVNBRTRRRTRZiG6WTgS6rkCBlPyMOGmAYE243ZdmKu5CvIzGc6ei+O56gbsyysziXRKbMXJAG8tOoSu52W+N2GWMRpWFo31y3kVnJbKi1tRtvlqq4WBbzAQ/bKIBapa265ptGlvX1j/yeRh6S05xvTLUzdxLEHj4HjOQRHgrRwIKh27dxhGiYVL7VGrnpFX3Uir+hOZBmg0eXAcMAx+rMrMZuJrtncLD728L/gW0cOI6qM4t43/gH2BPegWqyikCigmCqCF3kQk3adVvwKRFmkHj2qBEEWtu38SCyCfDyP3HIOgZEAQmOhbfm7HWMaNBndcQe3ncEzteXM2ufKaeDCX6ZtT0ydVuyZWk1ouR8bdG7pq8+ZGh2K3GR7YuqwtCqsagWwdHCWAY4Y4CwdIAZ4sk7i8ciFwP95sKWcph0Xubnnnnvw0Y9+FEtLS7j00ktx99134+qr13dG/cIXvoD3ve99OHXqFA4ePIgPf/jDeOUrX7mNe7yKZVooZUpU0CSLzt2NIAnwRX2ITEaomFH7c3I827Esi/pylLS1vbAaTt6tIqkSItORegEj9+fOeqvYfcLceT5rJmNtLlAvDMfsihd3HzH7saRKdFhLaGgw2aS5pC1YdgW1871tsZ9dykL2yAhN0HywxkgjQE3bDM1wJjvCaGi16CKBI2Lc0UZBEiCpknMjFlSDkBT6WFTbM/LcE9yDX9v/Nvzn936CBQBT/mkANOqp+BTE9sZgGqZjY1FKl6BXdZQzVMByPEf3pdYWwjYN7GabCL2iI7OQQXYxu3oe4DD44kYQaSsSTxjA1odLLZMOkTdWMbUqLsvZMvIJGt1u1v7BJjYTRSAkAkYJnEET4DmjDHHv5T0Rsn0XN5///Odxyy234BOf+ASuueYa3HXXXbjxxhtx5MgRjIyszfB+6KGH8MY3vhF33HEHXv3qV+Nzn/scXve61+Gxxx7DRRdd1PP9tZOAi6kiCskCypmykzuhBlWExkLwxXxQ/AqLzGwTxCLQqzr0EjUXs0Pmell3xKaoiE1/eI0tJARFQPx4fE0+JC/wGNo/1HGH3e3C6cauGU4HdvsCZxs9NoqXVtnMaEwQaWSKWGTdk5wdRQmOB+EJeupEzE6NYvUSuwebO8CulTXEj8fp9xSAGlLBEc4RMOsKT44Oz3lCHvhiPkfI2N//bieGXrE34iw/PZ/FpQ0NNAVRgDfihTdCE17tljB6WYdWWf39VnIV5Ffydd9VQaZCTJBoKXTjcG7d0K4rWsoLPEqZEjILGRSTxTX73C8n9tnHZmHoRl3JuLssvLF8u/FxfiW/acn2us/zHArxQvMdayjdJiBNTQxbIXkqhfo6ORmAjEMzvZEhfR+Wuuaaa3DVVVfh4x//OAB6pz09PY13vOMduPXWW9ds/4Y3vAHFYhFf/epXnXUvfvGLcdlll+ETn/jEpn+vk2Epy7RQSpec4abG6Iwv5oMv4utJVQ2D4vTCKmt1IkYv0RNhMxtvjuccq3jZK0MQBdofq9YXS5TFphfU4w8fr7s4B0YCGDkwAlHp772AadB+QI5g0RuSl2uP17u4tTK0w/Hc6gVCWnux4EVXt3a7EWNDp/bsUhZLzy+ted/odBTR6eiOjHB1Ezta1vh/2O7/pxvZI0NQ6HCoe2jU/dj2YdlOZm79GgDgHT9zDv6/V5y7pfeyDKtO9OhlHdVitatDoIIkOGan9lQXLRRX10uqBDXQnYa3xx481lEUGaCRZPua1AlbdSjeKrvSoVjTNDz66KN497vf7azjeR433HADHn744aavefjhh3HLLbfUrbvxxhvxla98pen21WoV1epqWVwul2u63XpYpoVjDx1zkgo9QQ9C4yH4oiw6s53k4/m6KiYHjv64HSdmjwzJSwVNpy0lJFWCUTUgqRJGD43CF/V14RNsHa2o4cwTZ1renuO41fwfSYDsk6EG1OZ3trV13bh7b3yPwEgAw/uH2dBsjUKigIVnFzbdzv7/W28YUFIlDB8cRiAW6MVudpWn57fe44sXeWqL4a8XFHb+lzsaaRnWGpsFraxBK27cvdrUzZYv9IGRACYumOj487jZUoyBXYKa0ldxk0gkYJomRkfrbdJHR0fx/PPPN33N0tJS0+2Xlpp3D77jjjtw++23d7yPvMAjticG2SPDG/Gy6EyfUHwKrbCoRWHczfu6PZwxcnAElVwFwdHgQHk4CLJQn7QsiXXipS6ZuRZl6Yf4tnPMRFnE8IFheEKebd+HQUZSJahBdd3/N/uxPSQ1/8w8ConVYQOO4xCbiSE6HR34oby//vXL8FfffgF/uMWozUbYv4lm+UeN2NWPK8dXYGprIyWeMP3u2tV6bjsBt30A0F1/F1ESYXLmmkabrbDTb7B7tf99z7npNe9+97vrIj25XA7T09NtvUdsbw+MsRhtofgUTF/a3v9bpzS7OxwEJFXCwZcNvueNKIvY/+L9/d6NgUUNqNj7otY7ZLsv2t6IF6MHRyF7d4Yx4msvm8RrL+tTOXcTOI5DcDQIX8yH5Okk0nPpOhERmYggMLJxJIyQ1uwH2mHfNWsTg+s6jzfpKm4/NjQDhWTB2XbNa9ZZZy/39Qauh6eyvoqboaEhCIKA5eX6+v3l5WWMjY01fc3Y2Fhb2yuKAkVRurPDDEYfGXRRw+gN3ogXxXQRQzNDCIwE2PegCwiigJEDIwiNhbBydAWlDO3P1UpknuO4bUk8ruvFtAEKlC0NndtWGASuiJFbFKFeJBm6Aa2kUQNMi+ajNouCNeIkx7ver5eRx76KG1mWccUVV+D+++/H6173OgA0ofj+++/H29/evAPutddei/vvvx/vfOc7nXXf/va3ce21127DHjMYDMb2EhgOIDA8+Hk1OxHFp2Dq0ikU4gWUs2WoocGL2PYaURG3XCxhGRbS82mkzqTWraicvGQS3lBvW0G46fuw1C233IKbbroJV155Ja6++mrcddddKBaLeOtb3woAeMtb3oLJyUnccccdAIA/+IM/wPXXX4+//Mu/xKte9Srce++9eOSRR/D3f//3/fwYDAaDwdiBcByHwEhg0+EoxvrwIo/Y3hjCk2Gkz6SRnkvXDd1JHtqZfDvpu7h5wxvegHg8jve///1YWlrCZZddhvvuu89JGp6dna0z5Lruuuvwuc99Du9973vxp3/6pzh48CC+8pWvbIvHDYPBYDAYjOYIooChfUOITEWQnk+jnClD8kiI7Y1te/J7331utpt+Ns5kMBgMBoPRGe1cvwenzpXBYDAYDAajC/R9WGq7sQNV7Zr5MRgMBoPB6B/2dbuVAaezTtzk83kAaNvrhsFgMBgMRv/J5/MIhTZucHrW5dxYloWFhQUEAq35Rdimf2fOnGE5OtsMO/b9gR33/sGOfX9gx70/tHvcCSHI5/OYmJioKzRqxlkXueF5HlNTU22/LhgMsi99n2DHvj+w494/2LHvD+y494d2jvtmERsbllDMYDAYDAZjV8HEDYPBYDAYjF0FEzeboCgKbrvtNtafqg+wY98f2HHvH+zY9wd23PtDL4/7WZdQzGAwGAwGY3fDIjcMBoPBYDB2FUzcMBgMBoPB2FUwccNgMBgMBmNXwcQNg8FgMBiMXQUTNwDuuecezMzMQFVVXHPNNfjJT36y4fZf+MIXcN5550FVVVx88cX4+te/vk17uvto59h/8pOfxMte9jJEIhFEIhHccMMNm/5fMZrT7nfe5t577wXHcXjd617X2x3cpbR73DOZDG6++WaMj49DURQcOnSInW86pN1jf9ddd+Hcc8+Fx+PB9PQ03vWud6FSqWzT3u4O/vu//xu/+Iu/iImJCXAch6985SubvuaBBx7Ai170IiiKgnPOOQef/vSnO/vj5Czn3nvvJbIsk0996lPk2WefJb/zO79DwuEwWV5ebrr9gw8+SARBIB/5yEfIc889R9773vcSSZLI008/vc17vvNp99i/6U1vIvfccw95/PHHyeHDh8lv/uZvklAoRObm5rZ5z3c27R53m5MnT5LJyUnyspe9jLz2ta/dnp3dRbR73KvVKrnyyivJK1/5SvLDH/6QnDx5kjzwwAPkiSee2OY93/m0e+w/+9nPEkVRyGc/+1ly8uRJ8s1vfpOMj4+Td73rXdu85zubr3/96+Q973kP+dKXvkQAkC9/+csbbn/ixAni9XrJLbfcQp577jly9913E0EQyH333df23z7rxc3VV19Nbr75ZuexaZpkYmKC3HHHHU23f/3rX09e9apX1a275ppryO/+7u/2dD93I+0e+0YMwyCBQIB85jOf6dUu7ko6Oe6GYZDrrruO/MM//AO56aabmLjpgHaP+9/+7d+S/fv3E03TtmsXdy3tHvubb76Z/MzP/EzdultuuYW85CUv6el+7mZaETd//Md/TC688MK6dW94wxvIjTfe2PbfO6uHpTRNw6OPPoobbrjBWcfzPG644QY8/PDDTV/z8MMP120PADfeeOO62zOa08mxb6RUKkHXdUSj0V7t5q6j0+P+Z3/2ZxgZGcFv/dZvbcdu7jo6Oe7/+Z//iWuvvRY333wzRkdHcdFFF+FDH/oQTNPcrt3eFXRy7K+77jo8+uijztDViRMn8PWvfx2vfOUrt2Wfz1a6eX096xpnukkkEjBNE6Ojo3XrR0dH8fzzzzd9zdLSUtPtl5aWerafu5FOjn0jf/Inf4KJiYk1PwbG+nRy3H/4wx/iH//xH/HEE09swx7uTjo57idOnMB3v/td/MZv/Aa+/vWv49ixY/j93/996LqO2267bTt2e1fQybF/05vehEQigZe+9KUghMAwDPze7/0e/vRP/3Q7dvmsZb3ray6XQ7lchsfjafm9zurIDWPncuedd+Lee+/Fl7/8Zaiq2u/d2bXk83m8+c1vxic/+UkMDQ31e3fOKizLwsjICP7+7/8eV1xxBd7whjfgPe95Dz7xiU/0e9d2PQ888AA+9KEP4W/+5m/w2GOP4Utf+hK+9rWv4c///M/7vWuMFjmrIzdDQ0MQBAHLy8t165eXlzE2Ntb0NWNjY21tz2hOJ8fe5mMf+xjuvPNOfOc738Ell1zSy93cdbR73I8fP45Tp07hF3/xF511lmUBAERRxJEjR3DgwIHe7vQuoJPv+/j4OCRJgiAIzrrzzz8fS0tL0DQNsiz3dJ93C50c+/e9731485vfjN/+7d8GAFx88cUoFot429vehve85z3geRYX6AXrXV+DwWBbURvgLI/cyLKMK664Avfff7+zzrIs3H///bj22mubvubaa6+t2x4Avv3tb6+7PaM5nRx7APjIRz6CP//zP8d9992HK6+8cjt2dVfR7nE/77zz8PTTT+OJJ55wpte85jX46Z/+aTzxxBOYnp7ezt3fsXTyfX/JS16CY8eOOWISAF544QWMj48zYdMGnRz7Uqm0RsDYIpOwdow9o6vX17ZTkHcZ9957L1EUhXz6058mzz33HHnb295GwuEwWVpaIoQQ8uY3v5nceuutzvYPPvggEUWRfOxjHyOHDx8mt912GysF75B2j/2dd95JZFkmX/ziF8ni4qIz5fP5fn2EHUm7x70RVi3VGe0e99nZWRIIBMjb3/52cuTIEfLVr36VjIyMkL/4i7/o10fYsbR77G+77TYSCATIv/7rv5ITJ06Qb33rW+TAgQPk9a9/fb8+wo4kn8+Txx9/nDz++OMEAPmrv/or8vjjj5PTp08TQgi59dZbyZvf/GZne7sU/I/+6I/I4cOHyT333MNKwbfC3XffTfbs2UNkWSZXX301+dGPfuQ8d/3115Obbrqpbvt/+7d/I4cOHSKyLJMLL7yQfO1rX9vmPd49tHPs9+7dSwCsmW677bbt3/EdTrvfeTdM3HROu8f9oYceItdccw1RFIXs37+ffPCDHySGYWzzXu8O2jn2uq6TD3zgA+TAgQNEVVUyPT1Nfv/3f5+k0+nt3/EdzPe+972m52z7WN90003k+uuvX/Oayy67jMiyTPbv30/+6Z/+qaO/zRHCYmwMBoPBYDB2D2d1zg2DwWAwGIzdBxM3DAaDwWAwdhVM3DAYDAaDwdhVMHHDYDAYDAZjV8HEDYPBYDAYjF0FEzcMBoPBYDB2FUzcMBgMBoPB2FUwccNgMBgMBmNXwcQNg8FgMBiMXQUTNwwGY1fx7LPP4ld+5VcwMzMDjuNw11139XuXGAzGNsPEDYPB2FWUSiXs378fd955J8bGxvq9OwwGow8wccNgMHYkX/ziF3HxxRfD4/EgFovhhhtuQLFYxFVXXYWPfvSj+PVf/3UoitLv3WQwGH1A7PcOMBgMRrssLi7ijW98Iz7ykY/gl37pl5DP5/GDH/wArA8wg8EAmLhhMBg7kMXFRRiGgV/+5V/G3r17AQAXX3xxn/eKwWAMCmxYisFg7DguvfRS/OzP/iwuvvhi/Nqv/Ro++clPIp1O93u3GAzGgMDEDYPB2HEIgoBvf/vb+MY3voELLrgAd999N84991ycPHmy37vGYDAGACZuGAzGjoTjOLzkJS/B7bffjscffxyyLOPLX/5yv3eLwWAMACznhsFg7Dh+/OMf4/7778crXvEKjIyM4Mc//jHi8TjOP/98aJqG5557DgCgaRrm5+fxxBNPwO/345xzzunznjMYjO2AI6y8gMFg7DAOHz6Md73rXXjssceQy+Wwd+9evOMd78Db3/52nDp1Cvv27Vvzmuuvvx4PPPDA9u8sg8HYdpi4YTAYDAaDsatgOTcMBoPBYDB2FUzcMBgMBoPB2FUwccNgMBgMBmNXwcQNg8FgMBiMXQUTNwwGg8FgMHYVTNwwGAwGg8HYVTBxw2AwGAwGY1fBxA2DwWAwGIxdBRM3DAaDwWAwdhVM3DAYDAaDwdhVMHHDYDAYDAZjV/H/A9xp27BapYZlAAAAAElFTkSuQmCC", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 8 + "source": [ + "analyzer = bp.analysis.PhasePlane2D(\n", + " model=[int_s1, int_s2],\n", + " target_vars={'s1': [0, 1], 's2': [0, 1]},\n", + " pars_update={'mu': 30., 'coh': 1.},\n", + " resolutions=0.001,\n", + ")\n", + "analyzer.plot_vector_field()\n", + "analyzer.plot_nullcline(coords=dict(s2='s2-s1'),\n", + " x_style={'fmt': '-'},\n", + " y_style={'fmt': '-'})\n", + "analyzer.plot_fixed_point()\n", + "analyzer.show_figure()" + ] }, { "cell_type": "markdown", @@ -517,65 +687,83 @@ }, { "cell_type": "code", + "execution_count": 9, "id": "c3205443", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:35:22.701260Z", "start_time": "2025-10-06T03:34:25.451566Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:54:16.409680Z", + "iopub.status.busy": "2026-07-08T14:54:16.409479Z", + "iopub.status.idle": "2026-07-08T14:55:04.681450Z", + "shell.execute_reply": "2026-07-08T14:55:04.680285Z" } }, - "source": [ - "analyzer = bp.analysis.Bifurcation2D(\n", - " model=[int_s1, int_s2],\n", - " target_vars={'s1': [0., 1.], 's2': [0., 1.]},\n", - " target_pars={'mu': [-30., 90.]},\n", - " pars_update={'coh': 0.},\n", - " resolutions={'mu': 0.2},\n", - ")\n", - "analyzer.plot_bifurcation(num_rank=50)\n", - "analyzer.show_figure()" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "I am making bifurcation analysis ...\n", - "I am filtering out fixed point candidates with auxiliary function ...\n", + "I am filtering out fixed point candidates with auxiliary function ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am trying to find fixed points by optimization ...\n", - "\tThere are 30000 candidates\n", - "I am trying to filter out duplicate fixed points ...\n", + "\tThere are 30000 candidates\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am trying to filter out duplicate fixed points ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "\tFound 1744 fixed points.\n" ] }, { "data": { + "image/png": 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", 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" 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mz549GDlyJBYsWIC0tDSEh4dj7dq1eP311+3uh6EG5uuvvzYJRAAQEBBQ7239/PxMvpckCXq93u6+OLJvjsSaGyIi8jgPJDxQ78jNsIRhTnlcSZLQu3dvLFiwAAcPHoS/v7+x5sTf3x/V1dUm7Xfv3o02bdpgzpw5SEpKQkJCAvLy8urcb35+Ps6f/99o008//QSNRoP27dvXadupUycEBAQgPz8f8fHxJl8xMTF2/2wdO3bE4cOHodPpjJf9+OOPxn6Eh4ejRYsWyMrKMl5fVVWF/fv3O71vcnHkhoiIPE6bsDZY0GsB5u2eBwkSBITx3wW9FiA2LNbhj5mVlYWMjAwMHDgQkZGRyMrKwoULF9CxY0cAN1cjbd++HTk5OWjWrBnCw8ORkJCA/Px8rF27FnfccQe+/vrrOgW4ABAYGIjRo0djyZIl0Gq1eOaZZ/Dwww/XmZICbhYoT58+Hc8++yz0ej369OmDsrIy/PjjjwgLC8Po0aPt+vlGjhyJefPmYfTo0Zg/fz4uXLiAyZMn4/HHH0dUVBQAYMqUKVi4cCESEhLQoUMHvPHGG7h8+bLT+yYXww0REXmkofFD0T2yO744+YVxn5thCcOcEmwAICwsDDt37sTSpUuh1WrRpk0bvP7667j33nsBAOPHj0dmZiaSkpJw9epV7NixA/fffz+effZZTJo0CeXl5RgyZAhefPFFzJ8/3+S+4+PjMWzYMAwePBgXL17En/70J7z77rsW+/Lyyy+jefPmSE9Px5kzZ9C4cWN0794dL7zwgt0/X3BwMLZv344pU6bgjjvuQHBwMB588EG88cYbxjbPPfccCgsLMXr0aGg0GjzxxBN44IEHTJatO6NvcklCCPPjeiql1WoRHh6OsrKyOgVdRETkfDdu3EBubi7i4uIQGBiodHfIjdT3uyHn7zdrboiIiEhVGG6IiIhIVRhuiIiISFUYboiIiEhVGG6IiEgRXraehWzgqN8JhhsiInIpwy65165dU7gn5G4qKioA3NwNuiG4zw0REbmUj48PGjdubDzTKDg4GJJk/igF8h56vR4XLlxAcHAwfH0bFk8YboiIyOUMO+8aAg4RAGg0GsTGxjY47DLcEBGRy0mShBYtWiAyMhKVlZVKd4fchL+/PzSahlfMMNwQEZFifHx8GlxfQVQbC4qJiIhIVRhuiIiISFUYboiIiEhVGG6IiIhIVRhuiIiISFUYboiIiEhVGG6IiIhIVRhuiIiISFUYboiIiEhVGG6IiIhIVRhuiIiISFUYboiIiEhVGG6IiIhIVRhuiIiISFUYboiIiEhVGG6IiIhIVRhuiIiISFUYboiIiEhVGG6IiIhIVRhuiIiISFUUDzfLli1D27ZtERgYiOTkZOzdu7fe9kuXLkX79u0RFBSEmJgYPPvss7hx44aLektERETuTtFws27dOkybNg3z5s3DgQMHkJiYiLS0NJSUlJhtv2bNGsyaNQvz5s3D8ePH8eGHH2LdunV44YUXXNxzIiIicleSEEIo9eDJycm444478M477wAA9Ho9YmJiMHnyZMyaNatO+0mTJuH48ePIyMgwXvbcc88hKysLu3btMvsY5eXlKC8vN36v1WoRExODsrIyhIWFOfgnIiIiImfQarUIDw+36e+3YiM3FRUV2L9/P1JTU//XGY0Gqamp2LNnj9nb9OrVC/v37zdOXZ05cwZbt27F4MGDLT5Oeno6wsPDjV8xMTGO/UGIiIjIrfgq9cClpaWorq5GVFSUyeVRUVE4ceKE2dv85S9/QWlpKfr06QMhBKqqqvDkk0/WOy01e/ZsTJs2zfi9YeSGiIiI1EnxgmI5MjMz8eqrr+Ldd9/FgQMH8MUXX+Drr7/Gyy+/bPE2AQEBCAsLM/kiIiIi9VJs5CYiIgI+Pj4oLi42uby4uBjR0dFmb/Piiy/i8ccfx1//+lcAQOfOnaHT6TBhwgTMmTMHGo1HZTUiIiJyAsXSgL+/P3r06GFSHKzX65GRkYGUlBSzt7l27VqdAOPj4wMAULAumoiIiNyIYiM3ADBt2jSMHj0aSUlJ6NmzJ5YuXQqdToexY8cCAEaNGoVWrVohPT0dAHDffffhjTfeQLdu3ZCcnIxTp07hxRdfxH333WcMOUREROTdFA03I0aMwIULFzB37lwUFRWha9eu2LZtm7HIOD8/32Sk5u9//zskScLf//53nDt3Ds2bN8d9992HV155RakfgYiIiNyMovvcKEHOOnkiIiJyDx6xzw0RERGRMzDcEBERkaow3BAREZGqMNwQERGRqjDcEBERkaow3BAREZGqMNwQERGRqjDcEBERkaow3BAREZGqMNwQERGRqjDcEBERkaow3BAREZGqMNwQERGRqjDcEBERkaow3BAREZGqMNwQERGRqjDcEBERkaow3BAREZGqMNwQERGRqjDcEBERkaow3BAREZGqMNwQERGRqjDcEBERkaow3BAREZGq+CrdASIioprytHlYdXQVsgqzcPHGRVRUV0Av9NBIGmg0Guj1euiFHhIkQAKEEHWus6WtEAK+Gl/EhMZgWtI09GrZS+kfnRxEEkIIpTvhSlqtFuHh4SgrK0NYWJjS3SEiUrU8bR7ePvA2dp/fjetV1yFBqjeECAjooVekrw/EP4CXer+kyGOTdXL+fnPkhoiIZLEWWAyjJNWiGgJmPj9X1/hPUW3yvVKEADad2oTBcYNxZ8s7le4ONRDDDRERAQB2n9+NN7LfQP6VfFRVV9kdWADAXBN3Jkk3A86SfW9hw58Zbjwdww0RkcoZalh2nduF32/8Dr2+7nSQHvq6ocXDA4s98ssKle4COQDDDRGRB6tZfHu5/DKqRBWqqquM9SwCAlWiqs7t3GU6yN1UVoQq3QVyAIYbIiI3Vl99S5WoMj9F9IdqwfRiK8PSmkbX7lO2I+QQDDdERAoyN2Uku77FmwnHzZZVXk5C39gUB90bKYnhhojIieqrd6mqrkK1paTiBfUttpIgQQMNNJIGEBIqRTWE0BuvvflkSRDCB5JUbeF7c231EMIHoqIZbpQMhriWgAmPtXP5z0eOx3BDRNRAlkZf9H/8rzZvrnfRQAM/H796N9uTNBL8NH6IDY3FXxKewt7jzfDjqd9x/vJ1VOmdl/oWD++CthEhTrt/ch2GGyIiG1iqfal39MVL1A4sNXcD9tH4oFlQM/Rp1QdjbhuD2LBYm+4zt1SHWRsP49ndlwBcc2r/74xrioUPMtioCcMNEdEfZAcYlWcaP/gBEhwWWKzJLdXh9W9P4D/HSnCjyvm7FDPUqBfDDRF5nZqb1VVWVXpl8a6f5FfnGAR/X380DWyKO1vc6dDQUh9XB5pmIf5Iuy0aE+5qx1CjYgw3RKRKlg5fNLtZncqKdzXQ3Bx1qnVAZGxoLJ5Lek7x4wVyS3VYsfM0tv9SjIu6Cqc/HgONe6i9A7YhTCe3SMaY28agTVgbhz0Www0ReTRzU0mWNq5TA3MFuUqMuMjl6kAT5KdBascoPDewPQONC8n5UFFZWQldpQ4FVwqw8deNeKn3SxgaP9Qh/WC4ISKPYG4n3oqqCtUV80qQ4AMfp9e3uEpuqQ5T1x7A4bNapz9W4yA/DO7cgiM0LmBuhWBDTnQXEJj741x0j+zukN9xhhsicivm3jQBqCbESJDgK/ka610EBIJ8g9CnVR9M6jbJ48KLOa4cpWGgcS5zh6k6c4XgFye/wNQeUxt8Pww3RKSY2m+caplOqjn6AkB14cUcVwYa1tA4lqz6NCd+xhAQOH/1vEPui+GGiFyidm2MxdVJHqJm7YsaR19sZdiPJiv3klMfh4HGMWq/DoUQbjMqKkFCy0YtHXJfDDdE5FBqqo1hgLHsh5MXMGPDERSW3XDaY7Ao2H6ytjtwI8MShjnkfhhuiKhBar6JenKIkSB5fPGusxmmnv596Dx0Fc75/5mBRh5zNWqeuN2BBAkv9X7JYa85hhsispknTy3VPHzRE5ZOu5tXvj6GlT/kOu3+uVuwdbVHYyydXeYpAjQBiAyJdMrrkOGGiMyqXWR4o+qGR4zKGKaS3G3jOk9kGKnZfPAcrlc69o+on0ZCy8ZB6B0fwTqaWmwejfEASn2oYLghojp1Mjeqb6BSX6l0t6wyvGmyFsaxnFkk3DI8EIuGd0GfhOYOv29P5KkfImozrBCseaK7kh8qGG6IvJRhiPtM2Rm3DzJ+kh98fXzhq/FF44DGnE5yEmeGGk471Z3WNSy39iSGw1TdvcCe4YbIS9Scr79RdcMth7j94AdJI3E6ycWcFWq8efl27amlKn2VW77mLDFsNump9WkMN0Qq5AmFvxpoEOQX5JFvnGrhjFDjjYHGk6eWNNAgwDdAdaOiDDdEKlDzU+KF6xdQLdzrjZW1Me7n3R2nsGh7jsPur2vrcCx9pJtXBBpP3P7A27Y7YLgh8lCG0Znvz36PG9XO20hNLn/JHwF+Aar6FKgmjjzIMtjPB0O7tVL1KI0njILW5OnTSY7CcEPkIWq+yeoqdW5RiMipJc/iyL1qJvSNwwtDOjnkvtyFp00vcUTUMoYbIjfmTiuaJEjwkXz4RuqBckt1GPXhTyi41PARPjWteqoZZoqvFaNC79wDP+3F0Rj5GG6I3EjN0ZmrlVcVHf72kXwQ4BPAVUsezhGjNY2D/DC4cwuPnn7ylL2c+CHCMRhuiBTmLqMzztwKnVzPUaM1Mwe1x8R+8Q7qlWu5y2vLEgk3tz1wh03v1IbhhsjFan6CLNQVokpUKdIPhhn1auhKKE8dqXHnvZwk3Ny51xtWKrkDhhsiFzAEmoz8DFwqd/zur9aw8Nd7zNhwGOuzz9p9e08aqXHnMKOBBiF+IZxaUoji4WbZsmVYvHgxioqKkJiYiLfffhs9e/a02P7y5cuYM2cOvvjiC1y8eBFt2rTB0qVLMXjwYBf2msg6JQMN31i9T0OnoTyhUNidatJq4vYH7kfRcLNu3TpMmzYNy5cvR3JyMpYuXYq0tDTk5OQgMjKyTvuKigrcc889iIyMxIYNG9CqVSvk5eWhcePGru88kQV52jzM2jkLR38/6tLHDfQJRP+Y/gwzXqgh01AxTYLwz3HJbhlquP0B2UsSQigWfZOTk3HHHXfgnXfeAQDo9XrExMRg8uTJmDVrVp32y5cvx+LFi3HixAn4+fnZ9ZharRbh4eEoKytDWFhYg/pPZKBE4aKP5IPI4EjO33u5f2w5hg922bcayt32qnG3MMOVS+5Fzt9vxUZuKioqsH//fsyePdt4mUajQWpqKvbs2WP2Nv/+97+RkpKCp59+Gl9++SWaN2+Ov/zlL5g5cyZ8fHzM3qa8vBzl5eXG77Xahu/KSQT8b9ppa+5WXKu65pLHDPcPx8C2AxlmCID9wcadRmvcaadtDTQI9A3kyiUVUCzclJaWorq6GlFRUSaXR0VF4cSJE2Zvc+bMGfz3v//FyJEjsXXrVpw6dQpPPfUUKisrMW/ePLO3SU9Px4IFCxzef/Jeedo8zP9xPrJLsp3+WBydIUvsDTZKj9a40+gM93JSL8ULiuXQ6/WIjIzEihUr4OPjgx49euDcuXNYvHixxXAze/ZsTJs2zfi9VqtFTEyMq7pMKrL7/G7M+3Eeiq4VOfVxODpD1tgTbDpGh+K9x3ooMlrjLvvNcPsD76FYuImIiICPjw+Ki4tNLi8uLkZ0dLTZ27Ro0QJ+fn4mU1AdO3ZEUVERKioq4O/vX+c2AQEBCAgIcGznyWu4auqpaUBTDGgzgG+4ZNWyHadkB5u7EyKwelyyk3pUl7ss0WaY8V6KhRt/f3/06NEDGRkZGDp0KICbIzMZGRmYNGmS2dv07t0ba9asgV6vh0ajAQD8+uuvaNGihdlgQ2QvV6x4YqAhuXJLdVgsc1WUq6ahDIHm1OVTqBbKHDbJMEMGik5LTZs2DaNHj0ZSUhJ69uyJpUuXQqfTYezYsQCAUaNGoVWrVkhPTwcATJw4Ee+88w6mTJmCyZMn4+TJk3j11VfxzDPPKPljkEo4e18aP8kP0Y2i+cZLdpu69qDNbSNDA7D+bylOm4Zyh522WZNGligabkaMGIELFy5g7ty5KCoqQteuXbFt2zZjkXF+fr5xhAYAYmJisH37djz77LPo0qULWrVqhSlTpmDmzJlK/QikAs4uEI4OjsbLvV9msSI1yD+2HMPhs2U2t3dGsFF6p22GGbKVovvcKIH73FBNi/ctxifHPnH4/bIomBxJbgHx4uFd8FCSYxZOGALNt3nfQlvh2q00GGaoJo/Y54ZIKYY36y1ntjh8X42kqCQs6LWAb8LkMHIKiB05FcWdtsmTMdyQV3HGSA0Lg8lZ5BYQNzTYcKdtUguGG1I9Z43UdG7WGQvvWsg3Y3Ka9dkFNredOai97GCjVFEwp23J2RhuSNUcPVIT4huCwe0G802ZXGLHiRKb2k3oG4eJ/eJtvl9X7rINcIk2uR7DDalSnjYPf/v2bzinO+eQ++OKJ3K13FIdThRdsdrO1n1sXH2GE0dnSEkMN6Q6jhytYYEwKeWlr36x2uaWiBCrwcZVx4YArD8j98FwQ6rhqNGaIN8g/Kndn/gGTYrJLdVhR84Fq+0G3m7+qBpXHRvCjSnJXTHckMdzZP3AmE5j8NwdzzmgV0T2s6WQWAIwotZeNq5Yvu0j+SChcQJP0Sa3xnBDHm3TyU2Yu3tug+6DIzXkbnafLrXaZsYfq6NctWsw687IkzDckMfafX53g4MNR2rI3eSW6nC4oP5jFpLjmmJwdz+M/WasU1c8sSiYPBXDDXmchk5DcaSG3Nn67AJoJEBv4WAcya8UlZGf4E+bjjnl8VkUTGrAcEMepaHTUBypIXd39tL1OpdJfqXwb7oTvqG/QOOrw0kHH/HEQENqw3BDHqMh01CtGrXCintW8I2b3F7rJkGQJAkQApJfKQKjN8InpMbZUpJjHodnOJGaMdyQR/jg5w/w1oG37LotR2vIkzycFIPl35+GX9MdCIjcDgCQHBRoAB4bQt6B4Ybc3gdHPsBbB+UHG76Jk6fJLdVh3Kq98G1yM9g4KtTw2BDyNgw35NbytHl2BRuO1pAnyS3VYeraAzh8VgvJrxQhtzgm2HD5NnkrhhtyW3naPIz5Zozs203tPhXjOo9zfIeIHCy3VIdZGw8jK/d/+9P4NW740m4eG0LejuGG3JI9NTachiJPUXOkpjaNn30b8XHqieh/GG7I7dhTY8NpKPIE5kZqatNXNsHNJVEWNrqphVNPRHUx3JBbsafGhtNQ5O7qG6mprfJyEvybfQ8hTFdJ1f6eU09EljHckFuZv3u+rPYr71nJT6zktmwZqalNVEbgRuGDCGyxEUIANUdwgn3CMeQWHodAZA3DDbmNPG0esottL6ac2n0qgw25rVe+PoaVP+Rab2hGVVkSdNfawq9xNjR+l6CvbILKy0m4VhWBUYP6ITYsxMG9JVIXhhtyG3JGbcZ0GsOpKHJLuaU6jPrwJxRcutGg+xGVEai4MMjkMkkC1mUXYOagDg26byK1Y7ght7B432KbR21YY0PuqiGjNbbQC2DP6d+ddv9EaqGRe4PCwkJ8+umn2Lp1KyoqKkyu0+l0eOmllxzWOfIOHxz5AJ8c+8SmtivvWclgQ24nt1SHvq9lNDjYtIsIwV96xkJTzwZ+hwsu47dSXYMeh0jtJCGEbesNAezbtw8DBw6EXq9HZWUlWrVqhc2bN+O2224DABQXF6Nly5aorq52WocbSqvVIjw8HGVlZQgLC1O6O14vT5uHP236k01tOWJD7saegmFzWoYHYtHwLuiT0By5pTr0X5Jpsa0E4Ml+t3BqiryOnL/fskZuXnjhBTzwwAO4dOkSiouLcc899+Duu+/GwYMHG9Rh8l6bTm6yqV1SVBKDDbmVd3ecQv8lmQ0KNu0iQpA5vR92zx6APgnNAQBxESHoGhNu8TYCnJoiskZWzc3+/fuxbNkyaDQahIaG4t1330VsbCwGDBiA7du3IzaWSxNJnh/O/mBTuwW9Fji5J0S2kbNnjSU1R2rMSbklAocLyixu43foj6mpthFcNUVkjuyC4hs3TFcAzJo1C76+vhg4cCA++ugjh3WM1C9Pm4dfL/9qtd3U7lO5pwe5hYYWDMc0CcI/xyVbDSUPJ8XgvczT9bZZ8NUv+HhsT7v7QqRmssLN7bffjt27d6NLly4ml0+fPh16vR6PPvqoQztH6mbLlFTb0LacjiLFOWJ594S+cXhhSCeb2hqmpg4VlFlssyPnAkdviCyQVXMzatQo/Pjjj2avmzFjBhYsWMCpKbLZ3qK9VtsMaDPABT0hsuyVr4+h/5JMu4NNTJMgZE7vZ3OwMUi5JcJqmxU7z9jVJyK1kxVu/vrXv+Kf//wnrl+/jmvXrhkvz8vLw9KlS9G1a1fk5jpvjwdSjzxtHn4u/bneNhIkDEsY5qIeEdU16sOsBk1DTegbhx9m/j+7RlceToqx2mbbL4X2dItI9WTvcwMAf/7zn/HJJzf3Jbl8+TKSk5Px+uuvY+jQoXjvvfcc2kFSp00nN0FCPZt5AJjSfQprbUgRuaU6DHozEztPltp1+66tw+0arakpLiIEkaEB9ba5qKvEe5mn7H4MIrWyK9wcOHAAffv2BQBs2LABUVFRyMvLwyeffIL/+7//c2gHSZ32Fu2FsLgWBLi18a2stSFFGKahThTbt1HezEHtsXlSH4fUwqR2jLLa5rVtOdzUj6gWu8LNtWvXEBoaCgD49ttvMWzYMGg0Gtx5553Iy8tzaAdJfaxNSUmQ0Ld1Xxf2iOimhkxD3RnXFJnT+2Fiv3iH9Wf8Xe1sajdz42GHPSaRGtgVbuLj47F582YUFBRg+/btGDhwIACgpKSEu/6SVZtOboLGyq8ea23IlRoyDWUoGF77txSHr1yKiwhB//bm98KpKSv3EqeniGqwK9zMnTsX06dPR9u2bZGcnIyUlBQAN0dxunXr5tAOkvqcv3oe9ZXb3N7sdtbakMsYdhq2ZxqqIQXDtpp73202teP0FNH/2BVuhg8fjvz8fGRnZ2Pbtm3GywcMGIA333zTYZ0jdWrZqKXFYmINNOjZghuTkWv8Y8sxLNqeI/t29i7vtkdcRAhmpLW3qe2sjUec3Bsiz2BXuAGA6OhodOvWDRrN/+6iZ8+e6NCBh7lR/R5IeMByMbHEKSlyjX9sOYYPdsmvrxmR1NrpozW1PdU/HnfGNbXa7qfcixy9IUIDwg2RvdqEtcGCXgugkTTwkXxM/l3QawGnpMjp7A02Mwe1x2vDE53QI+vSH+xivRFYXEwE2HG2FJEjDI0fiu6R3fHFyS9w/up5tGzUEsMShjHYkNPZE2xsPRPKmeIiQpAc1xRZuRfrbWcoLnbkqi0iTyMJISxvNqJCWq0W4eHhKCsr48ouIi9jT7AZkdRasdGa2nJLdei/JNOmtpnT+/HcKVIVOX+/OS1FRF7BnmCj5DSUOXKKi6esPejk3hC5L05LkWJyS3VYn12As5euo3WTIDycFIM4ftIkJ5ix4TDWZ5+VdZtPx/VEnwTre8y42lP947Hz1wv4ycr01OGzZXjl62OY44IVXUTuhuGGFLE+uwCzNh6BJEkQQkCSJLz//Wm89mAXPGTDgYFEthr1YZbszfkWD+/ilsHGIP3BLjZNTxl2W2bAIW/DaSlyudxSHWZtPAK9AKr1wuTfmRuPcCkrOczznx+WFWwiQwOQOb2f2wdsQ3GxLVb+kMvdi8nrMNyQy63PLoAkWd6ieF12gQt7Q2r1jy3H8Pl+eVNR651whIKzLLRxaTjA3YvJ+zDckMudvXQdlhbp6QWw5/TvLu4RqY09xcOLh3fxmGADyCsuBlhgTN6F4YZcrnWToHqvP1xwmZ8yyW7LdpySFWy6tg73iKkoc57qH4/xfeNsamsoMCbyBgw35HIPJ8VAb2V3JU5NkT1yS3VYLOOsqBFJrbF5Uh+PGrGpbc6QTjYHnJU/5GLGBu5gTOrHcEMuFxcRgq4x4RavF+DUFNlnqoypl7sTItxqD5uGmDOkExJbW35N1bQ++yxGf5jl5B4RKYvhhhSRckuEhXPBbzrEqSmS6R9bjuHw2TKb2o5Iao3V45Kd3CPXWvpIN5vbfn+yFDM5gkMqxnBDing4KcbSueBGC776xSV9Ic8np4B4Qt841YzY1CS3wHhd9lnW4JBqMdyQIqxNTQHAjpwLHL0hq+QUEHdtHY4XVLyhnZwCY4B74JB6MdyQYlJuibDahoXFVB+5BcRypm48lZwCY4B74JA6MdyQYh62YeltTtEVF/SEPJWcAuKZg9p79KooOeYM6YSHk1rb3P7h9/cglwGHVIThhhQTFxGC2Kb173lzvNC2AlHyPnIKiCf0jcPEfvFO7pF7WTQ8EXcnWB8dBYCSK+XovyQT7+7gFBWpA8MNKSo+MrTe6wvLylkTQHXIqbOZ0DdO1XU29Vk9LhkjZIzgLNqew9cbqQLDDSmqfXT94QZgTQCZklNno/YCYlu8NjzR5j1wAL7eSB3cItwsW7YMbdu2RWBgIJKTk7F3716bbrd27VpIkoShQ4c6t4PkNLbU3QDAzI3ck4NuklNn4w0FxLaQ+zywBoc8neLhZt26dZg2bRrmzZuHAwcOIDExEWlpaSgpKan3dr/99humT5+Ovn37uqin5AxxESHo37651XZZuZc4XE5YtuOUzXU23lRAbI3cPXBYg0OeTvFw88Ybb2D8+PEYO3YsOnXqhOXLlyM4OBgfffSRxdtUV1dj5MiRWLBgAdq1a+fC3pIzzL3vNpvaLeJwuVeTMx3ljQXE1sjdAwdgDQ55LkXDTUVFBfbv34/U1FTjZRqNBqmpqdizZ4/F27300kuIjIzEuHHjrD5GeXk5tFqtyRe5F1s/VQpw3xtvNmvjEZvasc7GsjlDOmHmINtHcADW4JBnUjTclJaWorq6GlFRUSaXR0VFoaioyOxtdu3ahQ8//BArV6606THS09MRHh5u/IqJsa3Gg1zrqf7xuDOuqdV23x41/3tB6rZsxylk5V60qS3rbOo3sV88Ph3XU9ZtWINDnkbxaSk5rly5gscffxwrV65ERIRt+zfMnj0bZWVlxq+CAn7yd1fpD3ax2uZ0qY7n4XgZOdNRrLOxTZ+E5qzBIVXzVfLBIyIi4OPjg+LiYpPLi4uLER0dXaf96dOn8dtvv+G+++4zXqbX6wEAvr6+yMnJwS233GJym4CAAAQEBDih9+RocREh6BAdihNWdiVe+cPN/U3mcOrBK6zcecamdqyzkeep/vG4dK3C+HqyxaLtOZAk8Hkmt6foyI2/vz969OiBjIwM42V6vR4ZGRlISUmp075Dhw74+eefcejQIePX/fffj/79++PQoUOcclKB/h0ibWrHA/+8x/ZfrE9FJsc1ZZ2NHeytwdl18oKTekTkGIpPS02bNg0rV67E6tWrcfz4cUycOBE6nQ5jx44FAIwaNQqzZ88GAAQGBuL22283+WrcuDFCQ0Nx++23w9/fX8kfhRzA1n1vAK6e8gb/2HIMv+sqrLZ7zYYpTTLPnhqcxz7cyykqcmuKh5sRI0ZgyZIlmDt3Lrp27YpDhw5h27ZtxiLj/Px8FBYWKtxLchU5+3Fw9ZS62XrEwp1xTVln00Bya3AALhMn9yYJIYTSnXAlrVaL8PBwlJWVISwsTOnukAWvfH3MplqAWyJCkDG9n/M7RC6VW6pD/yWZNrXNnN6P4cZBbH3d1fTpuJ7ok2B9I06ihpLz91vxkRsic+YM6WTThmNcPaVOL331i03t+rdvzmDjQPbU4HCKitwRww25rTlDOuGW5tb/cLG4WF1yS3XYkWNbweo8G3e3JtvZU4OzaHsOP2SQW2G4Ibc28La6WwKYw11U1cPWpd/c08Z57KnBWflDLgMOuQ2GG3JrclZPTZFxWjS5r/8cL7bahnvaON9T/eNlT1Ex4JC7YLghtyZn9dThs2V8Y/VwuaU6lFwpr7dN0xB/7mnjIvZMUTHgkDtguCG3J+c0Y76xejZbDsccZONUJTmGvVNUMzYcdlKPiKxjuCGPMGdIJyS2DrepLQuMPZOth2NOuKudC3pDNdkzRbU++yxGf5jlpB4R1Y/hhjyGnNOeWWDsWWw9HJNLv5UzsV88Mqf3Q2So7Wf1fX+yFPcu3ckTxcnlGG7IY8ipvwFYYOxJ1tu40zSXfiurbUQI1v2t7rl/9TledAX9l2Tic+4mTi7EcEMeRU79DQuMPUeOlZPgAY7auIu4iBAsHi7/LK/nNxzhaCq5DMMNeRxbdy8GWGDsKU6VWA83HLVxHw8lxSBzej+b6+AMHn5/D6eoyCUYbsgjscBYPXJLdci/eL3eNh2jQzlq42baRoTgy0l98HBSa5tvU3KlHP2XZPK4BnI6hhvyWHILjHedtG1Lf3ItW86R6tch0gU9IXssGp6IuxMi5N2GJ4qTkzHckMeSW2DMA/7cj63nSI2QsVM1ud7qcckYIWMEB+AHDnIuhhvyaHIKjAF+YnQ3tmzax0Jiz/Da8ERZr0WAHzjIeRhuyOPJKTAGuAeOu7B10z4WEnsOua9FgCeKk3Mw3JAqyCkwBrgHjtK4aZ962RNwuKqRHI3hhlRDToEx98BRFjftU7c5QzrxRHFSFMMNqYbcAmO+mSqHm/apH08UJyUx3JCqyD3gj2+myuCmfd6BJ4qTUhhuSHXkfmJkwHEtbtrnXXiiOCmB4YZUSe4nRgYc1+Gmfd7H3hPFZ3IEh+zEcEOqJXcPHAYc5+Omfd7LnhPF12Wf5RQV2YXhhlRN7rJUnkPlXLaM2rCQWL3sOVGcU1RkD4YbUj25e+Bwkz/nsHXUhoXE6mbPieKcoiK5GG7IK8jZAwcAHn5/D3IZcByKozZkYM+J4uuyz3LamGzGcENeQe5weMmVcvRfkonPbdxsjurHURsyR+6J4lwmTrZiuCGvYc9w+PMbjnCKygFs2ZGYozbeSe6J4qzBIVsw3JBXMQyH8xwq19pxosRqG47aeK/XhifKmqJiDQ5Zw3BDXonnULlObqkOJ6wctxDbNIijNl5O7hQVa3CoPgw35JXsOYeKc/32saWQOD4y1AU9IXcnd4qKe1ORJQw35LXkbvLHuX75bC0kbh/NcEM3vTY8kZtvUoMx3JBXk7vJH+f65bFl1EYCdyQmU3OGdJJVg8OAQ7Ux3JDXkxtwONdvG1tHbWYMas96G6rDnmXifF2SAcMNEew7poFvpPVbufOM1TbJcU0xsV+8C3pDnsieGhwen0IAww2REQOOY/3neLHVNq89KO+cIfI+cmtweHwKAQw3RCY41+8YuaU6lFwpr7dNZGgAp6PIJnLPh+PeVMRwQ1QL5/obbtbGI1bbpHaMckFPSC24NxXJwXBDZAb327DfP7YcQ1buRavtJtzVzgW9IbWQez4cX5PejeGGyAJ79tvw9mLGZTtO4YNduVbb8RwpsofhfLjI0ACb2vM16b0YbojqIXeu35uLGXNLdVi8PcemtjxHiuzVNiIE6/6WYnN7b35NejOGGyIr5Mz1A95bzGjLyd8AR22o4eQen+Ktr0lvxnBDZIXcuf7DZ8u88hwqW07+BjhqQ44h5/gUFhh7H4YbIhsY5vptnaLytnOobDn5GwBmcjdiciA5e1OxwNi7MNwQ2ahtRAi+nNTH5oDjTedQ2bL0+5aIEO5GTA4npy6OBcbeg+GGSCY5NTjecA6VrUu/B94e7YLekDeS85pkgbF3YLghkkluMaOah8NtXfrNk7/JmVhgTLUx3BDZQU4xI6DO4XA5S7958jc5m9wCY7W9HskUww2RneSeQ6W24fCpNn765cnf5CpyCozV9nokUww3RA0g9xwqtQyH/2PLMRw+W2ZTW578Ta4kp8B4wVe/OLk3pBSGG6IGknMOlRr22/jHlmM21dkAXPpNyrC1wHhHzgWO3qgUww2RA8g5h8qTC4xtLSAGgK6twzkdRYqQU2C8YucZJ/eGlMBwQ+Qgat9vQ04BMSD/2AoiR7K1wHjbL4Uu6A25GsMNkQOpeb8NWwuIAU5HkXuYM6QTmoX419vmoq7S4z5okHUMN0QOpNb9NuQUEE/oG8fpKHIbabdZ3zzS0z5okHUMN0QOprYD/eTU2UzoG4cXhnRyco+IbDf+rnY2tePKKXVhuCFyArkH+rnrsLicOpuurcMZbMjtxEWEoH/75lbbceWUujDcEDmJnAJjdx0Wl1NnwwJicldz77vNpnYcvVEPhhsiJ5LzB9+d6m9yS3X48zs/2FxnwwJicme21sJx9EY9GG6InEhOgbG71N+szy5A/yWZOHxWa1N7FhCTJ3iqfzzujGtabxsJwLrsAtd0iJzKLcLNsmXL0LZtWwQGBiI5ORl79+612HblypXo27cvmjRpgiZNmiA1NbXe9kRKk1NgrHT9TW6pDjM2HLG5PetsyJOkWzkKRJKAs5euu6g35EyKh5t169Zh2rRpmDdvHg4cOIDExESkpaWhpKTEbPvMzEw8+uij2LFjB/bs2YOYmBgMHDgQ586dc3HPiWznCfU3uaU6jHh/t6zbsM6GPIm14mIBoHWTINd1iJxG8XDzxhtvYPz48Rg7diw6deqE5cuXIzg4GB999JHZ9p999hmeeuopdO3aFR06dMAHH3wAvV6PjIwMF/ecSB45QcDVhY3v7jiF/ksyUXKlwubbsM6GPNETfSyPogoB9L6lmQt7Q86iaLipqKjA/v37kZqaarxMo9EgNTUVe/bssek+rl27hsrKSjRtan4utby8HFqt1uSLSAly6m9cWdj4jy3HsEjGsQoA62zIc+0+/Ts0kvnrNBLw4+nfXdshcgpFw01paSmqq6sRFRVlcnlUVBSKiopsuo+ZM2eiZcuWJgGppvT0dISHhxu/YmJiGtxvInvJqb+ZtdH22hd7yTnh24Ab9ZEns1ZTw5obdVB8WqohFi5ciLVr12LTpk0IDAw022b27NkoKyszfhUUsBKelGXrBn8/5V506ujNjA2HGWzI67RuEgRJMj90I0kSa25UQtFwExERAR8fHxQXF5tcXlxcjOjo+s8DWbJkCRYuXIhvv/0WXbpYroAPCAhAWFiYyReR0mw50A8AZm487PDHzi3Voe9rGViffVbW7RhsSA0eToqBEMLsdUIIjEji6L4aKBpu/P390aNHD5NiYENxcEpKisXbLVq0CC+//DK2bduGpKQkV3SVyOFsOdAvK/eSQ5eGGwqHCy7dkHU7BhtSi7iIELz2YBf4+JciMHIbglr9C4GR2+DjX4rXHuzCInmV8FW6A9OmTcPo0aORlJSEnj17YunSpdDpdBg7diwAYNSoUWjVqhXS09MBAK+99hrmzp2LNWvWoG3btsbanEaNGqFRo0aK/RxEco2/qx3W7M232u61bTm49/YWDX7TnbHhsOzRGuDmqigWD5Oa+IZnI+SWNwAAAgISJPg32wm/xuEAOHKjBorX3IwYMQJLlizB3Llz0bVrVxw6dAjbtm0zFhnn5+ejsLDQ2P69995DRUUFhg8fjhYtWhi/lixZotSPQGQXOaunGrI03N5pKAD4dFxPBhtSlTxtHubvmQ8BPQT0uBlvbv73vN3zkK+1/oGD3J8kLE0+qpRWq0V4eDjKyspYf0Nu4ZH39+Cn3ItW22VO7ydr9Ca3VIdZGw8jK/eSXf1aPLwLHmL9AanM0v1LseqXVagW1XWu85F8MOa2MZjaY6rrO0ZWyfn7rfjIDZG3s7YlvIGcM28MtTX2BJuO0aHInN6PwYZU6fzV89ALvdnr9EKP81fPu7hH5AwMN0QKs3V6KqfoitU2htO85W7KZ3B3QgS+mXoXiypJtUL8QyBgYbUUBBr5s3ZTDRhuiNzAU/3j0TLc/F5NBqdK6g83htEaW0/zrm1C3zisHpds122JPMWJ30/U38CrCjXUS/HVUkR0U4cWYThfZnmJdv7F6/itVFdnVCW3VIepaw/YHWo6Rofivcd6cLSGVO+DIx/g6O9HLV4vQcLVyqsu7BE5C0duiNxE++jQeq+XYFp3Y5iCashoDaehyFvkafPw1sG3rLZr2ailC3pDzsaRGyI38XBSDN7LPF1vm7OXrjd4FZQBN+YjbzJ/93yrbQQEhiUMc35nyOkYbojcRFxECPq3b44dORfMXi8AZJ4oxleHG7aao2vrcCx9pBtHa8hrfHDkA2QXZ1tt17dVX8SGxbqgR+RsnJYiciNz77sN5o/0u+lKed29OeSYOag9Nk/qw2BDXmP3+d02TUcBwKyes5zcG3IVjtwQuZG4iBD0+2P0RvIrhV/jbGj8LkFf2QSVl5MgKiPsul+O1pA3+uDnD/DWAduCzdTuUzlqoyIMN0RupsL/BELiV0DyLatxqQT/Zt/jRuGDqCqTd1gsz4Yib/TBkQ9sHrFJikrCuM7jnNwjciWGGyI3kKfNw6qjq7A1dyuuVV2D5AtIJvNTAkIAgS02QnetrU0jOHfGNcVCnnJMXkjOVBQALOi1wIm9ISUw3BApKE+bh1k7Z9XZe0MyU3gjSYAQgF/jbFRcGGTxPttFhOCjMXcw1JDXydPmYf6P85FdYr142OCOqDs4HaVCDDdELmYYpcnIz8ClcrnLuQU0fuZv0zI8EIuGd0GfhOYN7ySRh5FTX1PT/F7zHd8ZUhzDDZGL2POp0hx9ZROT7zlSQ94sT5uHWd/PwtGLlncetoRFxOrFcEPkZJamnuQSf5x5U3n5ZkExR2rI2y3etxifHPvErttO7T6VRcQqxnBD5AS7z+/GG9lv4EzZGVTqKxt8f4ZgU14yCOG+LbB5Sm+O1JDXytPm4W/f/g3ndOfsuv3Ke1bizpZ3OrhX5E4YbogcwFBHk1WYhUJdIapElUPuV9Q4obi8ZBAqL/ZD38TmDDbktRoyWgPcHLFhsFE/hhuiBnBUHU1NNQMNAFRfb40b5x+BqIyARgJaNwly2GMReQLDh4ctZ7bgRvUNu++HU1Heg+GGSCbDG+23ed9CW2HfadyWGIKN0PujStsVFb/fZbKnjRDAiKQYhz4mkbtyVL1a52adsfCuhSwe9iIMN0RWGMLMrnO7cOH6BVSLhp3vVB9RGY7rhcOhv5Zg9vrEmMackiJVa9hWCXVxtMY7MdwQmZGnzcPbB97G92e/b9AwuK2SopJw5thg5JUE19su5ZZmTu8LkRIcPcWbFJWEBb0WcLTGSzHcEP3B0SucrAnxDcHgdoMx5rYx+GTnVewoybV6G05JkZo4Y4q3VaNWWHHPCoYaL8dwQ17LMDqz+/xuXK28CgFh/UYOEB0cjZd7v2xcsfGPLcfwwS7rwaZjdCinpEgVdp/fjXk/zkPRtSKH3u+YTmPw3B3POfQ+yTMx3JDXqBlmdJU66KF32WOH+4djYNuBGHPbGJNPlMt2nLIp2ABAvw6RzuoekVM5a6sEA47WUG0MN6RaSoYZAGga0BQD2gyoE2gMfjh5AYu359h0XxI4JUWexdGFwZZwtIbMYbghVaj5yfDijYu4UXUD1XDeqiZLatbRWPoUmVuqw6yNh5GVa/sb/oxB7TklRW6t5muw+FoxKvQVTnssW15n5N0YbsgjufKN1Bp/jT/ahbfDc0nPWd35dH12AWZsOCLr/if0jcPEfvEN6SKRU7hqdMagdr0akSUMN+QRDCuZ8q/ko7yq3OVTTDVpoEGIXwj6tOqDSd0m2fzJ8YeTF+wKNi8M6WRPN4kcquYHisvll3Gj+oZLVhUCXNZN8jHckNupWStzveo6qkW1y1YyWRLoE4j+Mf1lhZmaXvn6GFb+YFvhsEHX1uEMNqQoV2+PUBOnnqghGG5IMbXrZCqqK1AlqhQPMgaWVjjJkVuqw6gPf0LBJfkbAS59pJtdj0lkD3f4UCFnipeoPgw35BK13zj1Qq/o1JI5PpIPIoMj0adVnwZ/WjRMQRWW2be78UwWEJMT1TxS5Pcbv6NKr+yHCp79RI7GcEMO5e6jMTU5MswY5JbqMG7VXpwpvWb3fcwc1J4FxOQw7rKSsDZrWyUQNQTDDdnNE0ZjanJGmDFo6EgNcLPGZukj3ThiQ3ar/ZoUQrhFkAEAP8kP0Y2icWeLOxloyOkYbqhetVdIVIkqVFVXue1ojIEECT6SD4J8g2SvarJVbqkOK3aexr8PnYeuomF/QLgqiuSouXqwsqoSkOAWhfe1sYaGlMJwQwDqzsHr9TdHYNzlU581GmgQ6BuI2NBYp7+R2rMJX304DUXmmJviNYyO1gkxbpJpODpD7oLhxouYCzAaSQMB4fCzXpzNBz4I8A1wSZgBbgaa1789gf8cK8GNKsdMvcU0CcI/xyVzGsqLWQowAsKtp3gNfCQfBPi47nVIZCuGGxWx9EYpQYIe5uthqoX7j8xooEGQXxCaBjZ16SfCH05ewKtbj+N0yVVUVDv2ozGnobyHmj5UBGgCEBkSyZEZcnsMNx7EUnjx1DfK2iRI0EADH40PmgU1c0rhb30MNTQ/nvod5y9fR5Xe8WP9d8Y1xcIHu3C0RkX4oYLI/TDcuBFLxbt6UX/9iye8UdYmQYKvxhd+Gj9Fh7QNgWb7L8W4qHPe+VRcCeW5zBXvCiFU86ECuPl69NP4KfKhgsgZGG5cqPYyTQgY3ygBzynelUPp0RhzXBVoAI7UuLvar0kJEjQaDfR6vdXiXU/8UGFg7/loRJ6C4cYB6psuMrxRWlw67SarHBzBXUZjaqs53VRUdt3h9TPmcKRGWTVHW6qqq0wCi+F1WVVdZf4Dhedmljo00CDANwC+Gl80DmjM6SXyGgw39bBUCFjzjRKwMl2kojdKAw00N/eRcaPRmJqUCDMGHKlxnvoCiwTJOApqdrSlxutQja9Ld39NErkaw40Fm05uwrzd8+q8SarxjdESP8kPvj6+bv+pz7CqKa/0GsqrquHCLAMAaBbij7TbojHhrnYMNTJYmxKSE1gAqGoU1BzDFK9G0sDf15+FvkT1YLgxI0+bZzbYqI0ECb6SLzQaDYQQ8NX4utV0kiU1w8z1ympF/l8K8tMgtWMUnhvIAy7rK4SvPdJpCCwWd9P1ssBSmyHASJAgaSS3m+Il8hQMN2ZsOrlJ6S44RM03Skg3L3PmcQTOYJhiysy5gNKr5ah09bBMDY2D/DC4cwtVjtDYE1BsKYQ3O9LpZYGlNk/9UEHkSRhuzDh/9bzHjNqo7Y2yZpgp0d5w+RRTbZ4y5WSuPqxmCKkdUGwqdv8DA4o8avhQQeTpGG7MaNmoJSRIbhFwDG+SGknjEfUvcrlbmAGcH2jsHSWxFFAsrvoBTJctq7yo1lVqvibV8qGCSG0Ybsx4IOEBfHT0I6c/juHkasMfLjWGl/q8+u1OrPr5c2j8LkHv3wR63ySgMsLl/fDTSGjZOAi94yPwpx6++O7cemQVZuGR7eaX9dsbQho6SsKA4nwaaODn42fy/x2Ld4k8jyQME+deQqvVIjw8HGVlZQgLC7PYbvOpzZj741y7R29qThcZ3ii5TPN/Jn/1Pnb8vuyP72pvkqaBEBpIkh6GnQ5Nvwdujvebu872tpKkgZ/kA0jCow4rJPn84AdIqBM2BQSnjIg8hK1/vwGO3Fg0NH4oukd2x6qjq/DDuR9w8cZFVOurzX4q97YRl4b6Me84dvy+DJJkGmqMMVvS/xFAjNfU+v7mZeavs9xWgoCkqXldNSpRzfoRD1UzsNQeOeNoC5F3Y7ipR2xYLOb2mqt0N1Tn7b1rzF4uSS7uCLmV2lNCDCxEZC+GG3K5CzeKwOESdatddGsusHCaloicheGGXK55YDSKdUr3gqyxJaBwWpaI3BHDDbnc5J5/wd92bIYQnIpyFgkSfOBj0wourgoiIrVhuCGX692mIwZEjUFG8SoGnD/YOkpiKaBw1Q8R0f8w3JAi3rr3OSz5KRirc95Vuiv1qnlYoSP2ueEoCRGR83GfG1JUvjbfpuX29gYJuW15WCERkXuS8/eb4YaIiIjcnpy/3xoX9YmIiIjIJdwi3Cxbtgxt27ZFYGAgkpOTsXfv3nrbf/755+jQoQMCAwPRuXNnbN261UU9JSIiIneneLhZt24dpk2bhnnz5uHAgQNITExEWloaSkpKzLbfvXs3Hn30UYwbNw4HDx7E0KFDMXToUBw9etTFPSciIiJ3pHjNTXJyMu644w688847AAC9Xo+YmBhMnjwZs2bNqtN+xIgR0Ol02LJli/GyO++8E127dsXy5cutPh5rboiIiDyPx9TcVFRUYP/+/UhNTTVeptFokJqaij179pi9zZ49e0zaA0BaWprF9uXl5dBqtSZfREREpF6KhpvS0lJUV1cjKirK5PKoqCgUFRWZvU1RUZGs9unp6QgPDzd+xcTEOKbzRERE5JYUr7lxttmzZ6OsrMz4VVBQoHSXiIiIyIkU3aE4IiICPj4+KC4uNrm8uLgY0dHRZm8THR0tq31AQAACAgIc02EiIiJye4qO3Pj7+6NHjx7IyMgwXqbX65GRkYGUlBSzt0lJSTFpDwDfffedxfZERETkXRQ/W2ratGkYPXo0kpKS0LNnTyxduhQ6nQ5jx44FAIwaNQqtWrVCeno6AGDKlCm4++678frrr2PIkCFYu3YtsrOzsWLFCiV/DCIiInITioebESNG4MKFC5g7dy6KiorQtWtXbNu2zVg0nJ+fD43mfwNMvXr1wpo1a/D3v/8dL7zwAhISErB582bcfvvtSv0IRERE5EYU3+fG1bjPDRERkefxmH1uiIiIiBxN8WkpVzMMVHEzPyIiIs9h+Ltty4ST14WbK1euAAA38yMiIvJAV65cQXh4eL1tvK7mRq/X4/z58wgNDYUkSUp3p0G0Wi1iYmJQUFDA+iGZ+NzZj8+d/fjc2YfPm/3U9NwJIXDlyhW0bNnSZKGROV43cqPRaNC6dWulu+FQYWFhHv9LqxQ+d/bjc2c/Pnf24fNmP7U8d9ZGbAxYUExERESqwnBDREREqsJw48ECAgIwb948np1lBz539uNzZz8+d/bh82Y/b33uvK6gmIiIiNSNIzdERESkKgw3REREpCoMN0RERKQqDDdERESkKgw3Hui3337DuHHjEBcXh6CgINxyyy2YN28eKioqTNodOXIEffv2RWBgIGJiYrBo0SKFeux+li1bhrZt2yIwMBDJycnYu3ev0l1yK+np6bjjjjsQGhqKyMhIDB06FDk5OSZtbty4gaeffhrNmjVDo0aN8OCDD6K4uFihHruvhQsXQpIkTJ061XgZnzvLzp07h8ceewzNmjVDUFAQOnfujOzsbOP1QgjMnTsXLVq0QFBQEFJTU3Hy5EkFe6y86upqvPjiiyZ/E15++WWTM5i87nkT5HG++eYbMWbMGLF9+3Zx+vRp8eWXX4rIyEjx3HPPGduUlZWJqKgoMXLkSHH06FHxr3/9SwQFBYn3339fwZ67h7Vr1wp/f3/x0UcfiV9++UWMHz9eNG7cWBQXFyvdNbeRlpYmPv74Y3H06FFx6NAhMXjwYBEbGyuuXr1qbPPkk0+KmJgYkZGRIbKzs8Wdd94pevXqpWCv3c/evXtF27ZtRZcuXcSUKVOMl/O5M+/ixYuiTZs2YsyYMSIrK0ucOXNGbN++XZw6dcrYZuHChSI8PFxs3rxZHD58WNx///0iLi5OXL9+XcGeK+uVV14RzZo1E1u2bBG5ubni888/F40aNRJvvfWWsY23PW8MNyqxaNEiERcXZ/z+3XffFU2aNBHl5eXGy2bOnCnat2+vRPfcSs+ePcXTTz9t/L66ulq0bNlSpKenK9gr91ZSUiIAiO+//14IIcTly5eFn5+f+Pzzz41tjh8/LgCIPXv2KNVNt3LlyhWRkJAgvvvuO3H33Xcbww2fO8tmzpwp+vTpY/F6vV4voqOjxeLFi42XXb58WQQEBIh//etfruiiWxoyZIh44oknTC4bNmyYGDlypBDCO583TkupRFlZGZo2bWr8fs+ePbjrrrvg7+9vvCwtLQ05OTm4dOmSEl10CxUVFdi/fz9SU1ONl2k0GqSmpmLPnj0K9sy9lZWVAYDxd2z//v2orKw0eR47dOiA2NhYPo9/ePrppzFkyBCT5wjgc1eff//730hKSsJDDz2EyMhIdOvWDStXrjRen5ubi6KiIpPnLjw8HMnJyV793PXq1QsZGRn49ddfAQCHDx/Grl27cO+99wLwzufN6w7OVKNTp07h7bffxpIlS4yXFRUVIS4uzqRdVFSU8bomTZq4tI/uorS0FNXV1cbnwiAqKgonTpxQqFfuTa/XY+rUqejduzduv/12ADd/h/z9/dG4cWOTtlFRUSgqKlKgl+5l7dq1OHDgAPbt21fnOj53lp05cwbvvfcepk2bhhdeeAH79u3DM888A39/f4wePdr4/Jh7/Xrzczdr1ixotVp06NABPj4+qK6uxiuvvIKRI0cCgFc+bxy5cSOzZs2CJEn1ftX+A3zu3DkMGjQIDz30EMaPH69Qz0nNnn76aRw9ehRr165VuiseoaCgAFOmTMFnn32GwMBApbvjUfR6Pbp3745XX30V3bp1w4QJEzB+/HgsX75c6a65tfXr1+Ozzz7DmjVrcODAAaxevRpLlizB6tWrle6aYjhy40aee+45jBkzpt427dq1M/73+fPn0b9/f/Tq1QsrVqwwaRcdHV1n9YXh++joaMd02ANFRETAx8fH7HPjzc+LJZMmTcKWLVuwc+dOtG7d2nh5dHQ0KioqcPnyZZMRCD6PN6edSkpK0L17d+Nl1dXV2LlzJ9555x1s376dz50FLVq0QKdOnUwu69ixIzZu3Ajgf+9dxcXFaNGihbFNcXExunbt6rJ+upvnn38es2bNwiOPPAIA6Ny5M/Ly8pCeno7Ro0d75fPGkRs30rx5c3To0KHeL0MNzblz59CvXz/06NEDH3/8MTQa0/8rU1JSsHPnTlRWVhov++6779C+fXuvnZICAH9/f/To0QMZGRnGy/R6PTIyMpCSkqJgz9yLEAKTJk3Cpk2b8N///rfOFGePHj3g5+dn8jzm5OQgPz/f65/HAQMG4Oeff8ahQ4eMX0lJSRg5cqTxv/ncmde7d+86Ww78+uuvaNOmDQAgLi4O0dHRJs+dVqtFVlaWVz93165dq/M3wMfHB3q9HoCXPm9KVzSTfGfPnhXx8fFiwIAB4uzZs6KwsND4ZXD58mURFRUlHn/8cXH06FGxdu1aERwczKXg4uZS8ICAALFq1Spx7NgxMWHCBNG4cWNRVFSkdNfcxsSJE0V4eLjIzMw0+f26du2asc2TTz4pYmNjxX//+1+RnZ0tUlJSREpKioK9dl81V0sJwefOkr179wpfX1/xyiuviJMnT4rPPvtMBAcHi08//dTYZuHChaJx48biyy+/FEeOHBF//vOfVb2k2RajR48WrVq1Mi4F/+KLL0RERISYMWOGsY23PW8MNx7o448/FgDMftV0+PBh0adPHxEQECBatWolFi5cqFCP3c/bb78tYmNjhb+/v+jZs6f46aeflO6SW7H0+/Xxxx8b21y/fl089dRTokmTJiI4OFg88MADJgGb/qd2uOFzZ9lXX30lbr/9dhEQECA6dOggVqxYYXK9Xq8XL774ooiKihIBAQFiwIABIicnR6HeugetViumTJkiYmNjRWBgoGjXrp2YM2eOyVYg3va8SULU2MKQiIiIyMOx5oaIiIhUheGGiIiIVIXhhoiIiFSF4YaIiIhUheGGiIiIVIXhhoiIiFSF4YaIiIhUheGGiIiIVIXhhoiIiFSF4YaIiIhUheGGiIiIVIXhhog8Qr9+/TB58mRMnToVTZo0QVRUFFauXAmdToexY8ciNDQU8fHx+OabbwAAq1atQuPGjU3uY/PmzZAkSYHeE5ErMdwQkcdYvXo1IiIisHfvXkyePBkTJ07EQw89hF69euHAgQMYOHAgHn/8cVy7dk3prhKRghhuiMhjJCYm4u9//zsSEhIwe/ZsBAYGIiIiAuPHj0dCQgLmzp2L33//HUeOHFG6q0SkIIYbIvIYXbp0Mf63j48PmjVrhs6dOxsvi4qKAgCUlJS4vG9E5D4YbojIY/j5+Zl8L0mSyWWGehq9Xg+NRgMhhEn7yspK53eSiBTHcENEqtS8eXNcuXIFOp3OeNmhQ4eU6xARuQzDDRGpUnJyMoKDg/HCCy/g9OnTWLNmDVatWqV0t4jIBRhuiEiVmjZtik8//RRbt25F586d8a9//Qvz589XultE5AKSqD0pTUREROTBOHJDREREqsJwQ0RERKrCcENERESqwnBDREREqsJwQ0RERKrCcENERESqwnBDREREqsJwQ0RERKrCcENERESqwnBDREREqsJwQ0RERKry/wGPpqGMBlZlLQAAAABJRU5ErkJggg==", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 9 + "source": [ + "analyzer = bp.analysis.Bifurcation2D(\n", + " model=[int_s1, int_s2],\n", + " target_vars={'s1': [0., 1.], 's2': [0., 1.]},\n", + " target_pars={'mu': [-30., 90.]},\n", + " pars_update={'coh': 0.},\n", + " resolutions={'mu': 0.2},\n", + ")\n", + "analyzer.plot_bifurcation(num_rank=50)\n", + "analyzer.show_figure()" + ] }, { "cell_type": "markdown", @@ -587,65 +775,83 @@ }, { "cell_type": "code", + "execution_count": 10, "id": "99ac4954", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:35:40.273383Z", "start_time": "2025-10-06T03:35:22.745771Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:55:04.683377Z", + "iopub.status.busy": "2026-07-08T14:55:04.683216Z", + "iopub.status.idle": "2026-07-08T14:55:11.990063Z", + "shell.execute_reply": "2026-07-08T14:55:11.989187Z" } }, - "source": [ - "analyzer = bp.analysis.Bifurcation2D(\n", - " model=[int_s1, int_s2],\n", - " target_vars={'s1': [0., 1.], 's2': [0., 1.]},\n", - " target_pars={'coh': [0., 1.]},\n", - " pars_update={'mu': 30.},\n", - " resolutions={'coh': 0.005},\n", - ")\n", - "analyzer.plot_bifurcation(num_rank=50)\n", - "analyzer.show_figure()" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "I am making bifurcation analysis ...\n", - "I am filtering out fixed point candidates with auxiliary function ...\n", + "I am filtering out fixed point candidates with auxiliary function ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am trying to find fixed points by optimization ...\n", - "\tThere are 10000 candidates\n", - "I am trying to filter out duplicate fixed points ...\n", + "\tThere are 10000 candidates\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am trying to filter out duplicate fixed points ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "\tFound 474 fixed points.\n" ] }, { "data": { + "image/png": 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pd999V88//7zGjx+v1atXq3Pnzh73WbVqlW677TZNnjxZOTk5io+P15w5czRt2rQG11E7B2bRokV1ApEkOZ1Or/s2b968znuHwyGXy9XgWvxZmz8x5wYAEHZuSrvJa8/N4LTBATmvw+HQgAEDNHnyZG3YsEFRUVHuOSdRUVGqqamp037lypXq2LGjxo8fr4yMDKWlpWn37t1nHHfPnj3au/e/vU0ff/yxIiIidNFFF53RtkePHnI6ndqzZ4+6du1a55Wamtrg79a9e3d9+umnqqysdG/76KOP3HXEx8crOTlZq1evdn9+8uRJrVu3LuC1+YqeGwBA2OkY11GT+09W/sp8OeSQkXH/O7n/ZHWI6+D3c65evVrLli3Tddddp4SEBK1evVoHDhxQ9+7dJX17N9LSpUu1ZcsWtW3bVvHx8UpLS9OePXs0Z84c9e3bV4sWLTpjAq4kRUdHKzc3V1OnTlV5ebkeeOABDRky5IwhKenbCcoPP/ywRo8eLZfLpSuuuEJlZWX66KOPFBcXp9zc3AZ9v9tuu035+fnKzc3VpEmTdODAAY0aNUrDhg1TYmKiJOnBBx/UlClTlJaWposvvljPPvusDh8+HPDafEW4AQCEpUFdB+nyhMs1f+t89zo3g9MGByTYSFJcXJz+/e9/a/r06SovL1fHjh01bdo0/fjHP5Yk3XPPPSosLFRGRoYqKiq0fPly/fSnP9Xo0aM1cuRIVVVV6YYbbtCECRM0adKkOsfu2rWrBg8erOuvv17ffPONfvKTn+jFF1+st5YnnnhC559/vgoKCrRjxw61bt1al19+uR577LEGf7/Y2FgtXbpUDz74oPr27avY2FjdfPPNevbZZ91tfv3rX2vfvn3Kzc1VRESE7rzzTt100011blsPRG2+chhjPPfr2VR5ebni4+NVVlZ2xoQuAEDgHT9+XDt37lTnzp0VHR1tdTkIId7+Nnz5/WbODQAAsBXCDQAAsBXCDQAAsBXCDQAAsBXCDQDAEk3sfhacA3/9TRBuAABBVbtK7tGjRy2uBKGmurpa0rerQTcG69wAAIIqMjJSrVu3dj/TKDY2Vg6H50cpoOlwuVw6cOCAYmNj1axZ4+IJ4QYAEHS1K+/WBhxAkiIiItShQ4dGh13CDQAg6BwOh5KTk5WQkKATJ05YXQ5CRFRUlCIiGj9jhnADALBMZGRko+dXAKdjQjEAALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVy8PNjBkz1KlTJ0VHRyszM1Nr1qzx2n769Om66KKLFBMTo9TUVI0ePVrHjx8PUrUAACDUWRpu5s6dq7y8POXn52v9+vVKT09XTk6O9u/f77H9m2++qbFjxyo/P19FRUV65ZVXNHfuXD322GNBrhwAAIQqhzHGWHXyzMxM9e3bVy+88IIkyeVyKTU1VaNGjdLYsWPPaD9y5EgVFRVp2bJl7m2//vWvtXr1aq1YscLjOaqqqlRVVeV+X15ertTUVJWVlSkuLs7P3wgAAARCeXm54uPjz+n327Kem+rqaq1bt07Z2dn/LSYiQtnZ2Vq1apXHffr3769169a5h6527NihxYsX6/rrr6/3PAUFBYqPj3e/UlNT/ftFAABASGlm1YkPHjyompoaJSYm1tmemJiozZs3e9zn1ltv1cGDB3XFFVfIGKOTJ0/qvvvu8zosNW7cOOXl5bnf1/bcAAAAe7J8QrEvCgsL9dRTT+nFF1/U+vXrNX/+fC1atEhPPPFEvfs4nU7FxcXVeQEAAPuyrOemXbt2ioyMVGlpaZ3tpaWlSkpK8rjPhAkTNGzYMN19992SpJ49e6qyslL33nuvxo8fr4iIsMpqAAAgACxLA1FRUerTp0+dycEul0vLli1TVlaWx32OHj16RoCJjIyUJFk4LxoAAIQQy3puJCkvL0+5ubnKyMhQv379NH36dFVWVuqOO+6QJA0fPlzt27dXQUGBJGngwIF69tlnddlllykzM1Pbtm3ThAkTNHDgQHfIAQAATZul4Wbo0KE6cOCAJk6cqJKSEvXu3VtLlixxTzLes2dPnZ6axx9/XA6HQ48//ri+/vprnX/++Ro4cKCefPJJq74CAAAIMZauc2MFX+6TBwAAoSEs1rkBAAAIBMINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwlWZWFwAAAOxnd/luLdi6QHsr9qpF8xaSQ9pfuV+Hqw6rdXRrpbVO001pN6ljXEe/n9thjDF+P2oIKy8vV3x8vMrKyhQXF2d1OQAA+E1toNh6aKs7RCTEJNQJFs5Ip6pqqnz+zJf2O8p26KuKr+SQQ0aeY4ZDDjkcDk3uP1mDug4663fz5febnhsAAPzA6mCxq3yX1pautfoy1FFfsKn9zBij/JX5ujzhcnWI6+C38xJuAABhL5DB4lxCRygGi3DhkEPzt87XQ30e8tsxCTcAAL84l4ARiNBxvOa4th7aKsl7TwFCk5HR3oq9fj0m4QYAbMTbJE5/zacIlyERhAeHHEppmeLXYxJuACCAgtmbcS6TOIFQY2Q0OG2wX49JuAHQpJweNuzYm0GwQTg49W4pf04mlgg3AEJEMEIHczMAa2QkZqhzfGeVVpbWWedmcNpgvwcbiXADwINgz9sgdAD+UzsseUHLC9SldRclxiRKDrmDhbOZU1Unv/3vpC+fNaR9IAOMN4QbIEwF6tZX5m0ADWd1sKiorlBKyxRLAkUoIdwAfhaM9TaC0dNBsEE46tamm6Ijo30OD/4IHQSL0EG4QZPT0CGXUAkdQCg7W89FoEKHVcMfCE2EG4Q0f/eC1N69wpALmoLTJ3H6cz4FQyIIZYQbNEogekGCcRstwQbBFMzeDHoxAMJNk9LYXhAmnsJOaudm0JsB2A/hJkQFajgmEAg28KdAhw56NQD7I9z4kb8CCZNSEUqCNW+D0AHAXwg3XvjyTBgeGgerBOLWV8IGgHBGuKnHgq0LNGnVJBlj6D1BgwR6vQ3CBwB4RrjxYHf5bk1aNUku47K6FARI7SRoX4ZcCB0AEB4INx4s2LpADjmsLgPf8fdy5ty9AgD2RrjxYG/FXoaiGsBfvSAEEQBAYxBuPEhpmWLbnpvG9IIw8RQAEA4INx7clHaTXv3iVavLkOTfSan0ggAAmgLCjQcd4zpqcv/Jyl+Z7/PdUv6aH0JvCAAADUO4qcegroN0ecLlmr91fp11bpgfAgBAaCPceNEhroMe6vOQ1WUAAAAfRFhdAAAAgD8RbgAAgK0QbgAAgK0QbgAAgK0QbgAAgK0QbgAAgK0QbgAAgK0QbgAAgK0QbgAAgK0QbgAAgK0QbgAAgK1YHm5mzJihTp06KTo6WpmZmVqzZo3X9ocPH9aIESOUnJwsp9Opbt26afHixUGqFgAAhDpLH5w5d+5c5eXlaebMmcrMzNT06dOVk5OjLVu2KCEh4Yz21dXVuvbaa5WQkKB58+apffv22r17t1q3bh384gEAQEhyGGOMVSfPzMxU37599cILL0iSXC6XUlNTNWrUKI0dO/aM9jNnztTvfvc7bd68Wc2bN2/QOcvLyxUfH6+ysjLFxcU1qn4AABAcvvx+WzYsVV1drXXr1ik7O/u/xUREKDs7W6tWrfK4z9///ndlZWVpxIgRSkxM1KWXXqqnnnpKNTU19Z6nqqpK5eXldV4AAMC+LAs3Bw8eVE1NjRITE+tsT0xMVElJicd9duzYoXnz5qmmpkaLFy/WhAkTNG3aNP32t7+t9zwFBQWKj493v1JTU/36PQAAQGixfEKxL1wulxISEvTyyy+rT58+Gjp0qMaPH6+ZM2fWu8+4ceNUVlbmfhUXFwexYgAAEGyWTShu166dIiMjVVpaWmd7aWmpkpKSPO6TnJys5s2bKzIy0r2te/fuKikpUXV1taKios7Yx+l0yul0+rd4AAAQsizruYmKilKfPn20bNky9zaXy6Vly5YpKyvL4z4DBgzQtm3b5HK53Nu+/PJLJScneww2AACg6bF0WCovL0+zZs3Sa6+9pqKiIt1///2qrKzUHXfcIUkaPny4xo0b525///3365tvvtGDDz6oL7/8UosWLdJTTz2lESNGWPUVAABAiLF0nZuhQ4fqwIEDmjhxokpKStS7d28tWbLEPcl4z549ioj4b/5KTU3V0qVLNXr0aPXq1Uvt27fXgw8+qDFjxlj1FQAAQIixdJ0bK7DODQAA4Scs1rkBAAAIBMINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFcINAACwFb+Gm+3bt+vqq6/25yEBAAB84tdwU1FRoQ8++MCfhwQAAPBJM18a/+EPf/D6+ddff92oYgAAABrLp3Dz0EMPKTk5WVFRUR4/r66u9ktRAAAADeVTuOnYsaOefvppDRkyxOPnGzduVJ8+ffxSGAAAQEP4NOemT58+WrduXb2fOxwOGWMaXRQAAEBD+dRz85vf/EZHjx6t9/MePXpo586djS4KAACgoXwKNz169JAkHTt2TMYYxcbGSpJ2796tBQsWqEePHrruuuv8XyUAAMA5atCt4DfeeKNef/11SdLhw4eVmZmpadOm6cYbb9RLL73k1wIBAAB80aBws379el155ZWSpHnz5ikxMVG7d+/W66+/ftbbxQEAAAKpQeHm6NGjatWqlSTp3Xff1eDBgxUREaHvfe972r17t18LBAAA8EWDwk3Xrl21cOFCFRcXa+nSpe55Nvv371dcXJxfCwQAAPBFg8LNxIkT9fDDD6tTp07KzMxUVlaWpG97cS677DK/FggAAOALh2ngwjQlJSXat2+f0tPTFRHxbUZas2aN4uLidPHFF/u1SH8qLy9XfHy8ysrK6GUCACBM+PL77dOt4KdKSkpSUlJSnW39+vVr6OEAAAD8wq9PBQcAALAa4QYAANgK4QYAANgK4QYAANgK4QYAANgK4QYAANgK4QYAANgK4QYAANgK4QYAANgK4QYAANgK4QYAANgK4QYAANhKgx+c2RTsPFipt9YWa3PJER0+Wq02sVFKjHPKIYeOVJ3UBW1iNCQjVZ3btbC6VAAA8B3CTT3eWlussX/9TEaSMZ7bOCS9VLhdmZ3b6MLzWxF4AAAIAQ5j6vvptqfy8nLFx8errKxMcXFxHtvsPFipa6YVytWAK+OQZCR1OC9GXRNa6aKkVoQdAAAa6Vx+v2vRc+PBW2uL5XA46u+y8aJ2jz3fHNOeb45p+eb9eqlwu7ontVR0VDO1iY0i8AAAEECEGw++OnRM/urQqj1KUUmFe9u/vgs8DGcBAOB/hBsPLmgT0+CeG1+s3nlIq3cekvTf+TsMZwEA0DjMufGgMXNu/KV27g7DWQAA+DbnhnBTj7fXFmvMWe6WCjYCDwCgqQq7cDNjxgz97ne/U0lJidLT0/X888+rX79+Z91vzpw5uuWWW3TjjTdq4cKF53QuXy7OroOVmru2WFtKjujQd+vcJMVFa8eBCn288xs5vmtn+QWUmL8DALC1sAo3c+fO1fDhwzVz5kxlZmZq+vTpevvtt7VlyxYlJCTUu9+uXbt0xRVXqEuXLjrvvPMCEm68qQ0+Xx06plbOZu7AEwq4HR0AYDdhFW4yMzPVt29fvfDCC5Ikl8ul1NRUjRo1SmPHjvW4T01Njb7//e/rzjvv1IcffqjDhw8HPdx4cnpPz/HqGm0uOSLJ2t4dhrMAAOEubNa5qa6u1rp16zRu3Dj3toiICGVnZ2vVqlX17veb3/xGCQkJuuuuu/Thhx96PUdVVZWqqqrc78vLyxtfeD06tWuhMT+6uM62UwPPtv1HtOebY0EfzuJ2dABAU2JpuDl48KBqamqUmJhYZ3tiYqI2b97scZ8VK1bolVde0caNG8/pHAUFBZo8eXJjS22w0wNPqA1ncTs6AMBuwmqdmyNHjmjYsGGaNWuW2rVrd077jBs3Tnl5ee735eXlSk1NDVSJZ3W23h0rh7PqW125d2q8si5sR9ABAIQFS8NNu3btFBkZqdLS0jrbS0tLlZSUdEb77du3a9euXRo4cKB7m8vlkiQ1a9ZMW7Zs0YUXXlhnH6fTKafTGYDq/SdUA0/teTYWl2ljcRnDWACAsBASE4r79eun559/XtK3YaVDhw4aOXLkGROKjx8/rm3bttXZ9vjjj+vIkSP6/e9/r27duikqKsrr+QI5oTjQQmH+zqm4KwsAECxhM6FYkvLy8pSbm6uMjAz169dP06dPV2Vlpe644w5J0vDhw9W+fXsVFBQoOjpal156aZ39W7duLUlnbLejUJu/w0NCAQChyPJwM3ToUB04cEATJ05USUmJevfurSVLlrgnGe/Zs0cREREWVxmaQm04i7uyAAChwPJhqWAL52GphgrV4awfXnS+Jg68hJADADirsFrEL9iaYrg5ndXDWaejVwcAcDaEGy8IN555Gs4q+m44K5hqe3UIPACAUxFuvCDcnLtdBys1+R9faPmWAyExjMVdWQDQdBFuvCDc+C7UhrFqww6LCwJA00G48YJw4x+hsMjgqejVAQB7I9x4QbgJnFC4K4snoAOAPRFuvCDcBE+oDWcxSRkAwhfhxgvCjbVCbZIya+0AQHgg3HhBuAkN9fXqWBV4GMYCgNBGuPGCcBO6GMYCANSHcOMF4Sa8hNriggxjAYA1CDdeEG7C36nzdqxCrw4ABBfhxgvCjX2Eylo7rKAMAIFHuPGCcGNvobTWDisoA4D/EG68INw0LaEySZlhLABoHMKNF4Qb1AaeVdv/T58WH5bEMBYAhDrCjReEG5wqlIaxWGsHAOpHuPGCcANvQmUYqxa3ngPAtwg3XhBu4KtQeGQEvToAmjrCjReEGzRUqPXqMEkZQFNCuPGCcAN/YgVlAAgOwo0XhBsEGsNYAOB/hBsvCDcIllAbxqJXB0A4I9x4QbiBlULhkRH06gAIR4QbLwg3CDWe1toJNiYnAwh1hBsvCDcIdaGygjLDWABCCeHGC8INwkkorKBMrw6AUEC48YJwg3Bm9SRlnosFwCqEGy8IN7AbK4exasNO79R4ZV3YjqADIGAIN14QbmBnTE4GYFeEGy8IN2hKmJwMwC4IN14QbtBUMTkZQDgj3HhBuAG+xeRkAOGEcOMF4Qaon5XPxWJyMgBvCDdeEG6As7O6V6cWvToAahFuvCDcAA3j6blYRd89FyvQ6NUBQLjxgnAD+I+Vw1hMTgaaFsKNF4QbwP+sHsbilnPA/gg3XhBugOCgVweAPxFuvCDcAMFFrw4AfyDceEG4Aaxn5eRkenWA8ES48YJwA4SmU4exgoVeHSB8EG68INwAoY1eHQCeEG68INwA4ceKycn06gChhXDjBeEGCF9WTk7untRS0VHN1CY2ihWTAQsQbrwg3AD2YuUt5/TqAMFDuPGCcAPYk5W9OjwWAgg8wo0XhBug6bCiV4eHfQKBQbjxgnADND1W9OrwsE/Avwg3XhBuAEjW9OowRwdoOMKNF4QbAKeyoleH9XQA3xFuvCDcADib2sCzavv/6dPiw5IC16vDejrAuSHceEG4AeCLU1dM3rb/iPZ8cyyg52OODuAZ4cYLwg2Axji1V2fjd706gUJvDvBfhBsvCDcA/CVYD/sk5ACEG68INwD8LVgP++QREGjKCDdeEG4ABAO9OoB/EW68INwACKZgrafDRGTYHeHGC8INACsEcz0denNgR4QbLwg3AEJFoO+8IuTATnz5/Y4IUk1ezZgxQ506dVJ0dLQyMzO1Zs2aetvOmjVLV155pdq0aaM2bdooOzvba3sACFWd2rXQmB9drIUjBqjw4R/ohxed79fjL99yQD+cWqhBM1bo6SWbtfNgpV+PD4Qqy8PN3LlzlZeXp/z8fK1fv17p6enKycnR/v37PbYvLCzULbfcouXLl2vVqlVKTU3Vddddp6+//jrIlQOA/3Rq10Kv3tEvICFnY3GZXircrh9OLdQdr64h5MD2LB+WyszMVN++ffXCCy9Iklwul1JTUzVq1CiNHTv2rPvX1NSoTZs2euGFFzR8+PCztmdYCkA4CPQjIBiyQrjx5fe7WZBq8qi6ulrr1q3TuHHj3NsiIiKUnZ2tVatWndMxjh49qhMnTui8887z+HlVVZWqqqrc78vLyxtXNAAEQe2QlRSYR0As33JAH3xZqKdv7qWfZ6Q2+nhAKLE03Bw8eFA1NTVKTEyssz0xMVGbN28+p2OMGTNGKSkpys7O9vh5QUGBJk+e3OhaAcAqpwYdyX8TkV1GemTeZ9qw57Du+X4XenFgG5bPuWmMKVOmaM6cOVqwYIGio6M9thk3bpzKysrcr+Li4iBXCQD+5e+JyG+u2cN8HNiKpT037dq1U2RkpEpLS+tsLy0tVVJSktd9p06dqilTpuj9999Xr1696m3ndDrldDr9Ui8AhJraicj+WBF5+ZYDWr6lkAUBEfYs7bmJiopSnz59tGzZMvc2l8ulZcuWKSsrq979nnnmGT3xxBNasmSJMjIyglEqAIS0U++2uv8HF6p3ausGH2tjcZn++MF2XTOtUG+vpbcb4cfSnhtJysvLU25urjIyMtSvXz9Nnz5dlZWVuuOOOyRJw4cPV/v27VVQUCBJevrppzVx4kS9+eab6tSpk0pKSiRJLVu2VMuWLS37HgAQCk6fiNzQ3hzXd7dmPTLvMyXHR+uKNP/eng4EkuVzboYOHaqpU6dq4sSJ6t27tzZu3KglS5a4Jxnv2bNH+/btc7d/6aWXVF1drZ/97GdKTk52v6ZOnWrVVwCAkOSvtXOGvbKGHhyEFcvXuQk21rkB0FTtOlipP/57u/53TcOCyv+7qx89OLBM2D1+AQAQeJ3atVDB4F763c96uZ9Q7gt6cBAuCDcA0MT8PCNVyxswVGUkjfnrZ9rF7eIIcYQbAGiCGnp3lcPh0Fx6bxDiLL9bCgBgnVPvrlqx9YCGvbLG6zOsjDH66lDjH/8ABBI9NwAASdIVaefrmZ/Vvyiq9G3PzQVtYoJUEdAwhBsAgNvPM1L1/+7qV++EY2OMhvKgTYQ4wg0AoI7aHpwIhxQZ4ajz79M391InHsmAEMecGwDAGX6ekaq+nc7T3LXF+urQMV3QJkZDM1IJNggLhBsAgEenTjYGwgnhBgDg0e7y3VqwdYH2VuxVSssU3ZR2kzrGdbS6LOCsCDcAgDp2l+/W02ue1odffyjHd1OLIxwRevWLVzW5/2QN6jrI2gKBs2BCMQDAbcHWBRq4YKA+/PpDSZL57v9qTI1cxqX8lfnaU77H4ioB7wg3AABJ0sq9K5W/Ml/GyzJ+Djk0f+v8IFYF+I5hKQBowmrn1azZt0af/9/nZ21vZLS3Ym8QKgMajnADAE3QqfNqfOGQQyktUwJUFeAfhBsAsLna3pmth7bqcNVhHa85ri8PfdmgYxkZDU4b7OcKAf8i3ACATTW0d6Y+Djk0uf9kdYjr4JfjAYFCuAEAG/Bn74wnV7a/UmP7jSXYICwQbgAgzJy6uF6L5i20q3yX1pauDdj5Zl07S99L+V7Ajg/4G+EGAELcqb0yO8p26KuKr+SQw+st240V4fh2pZDJ/ScTbBB2CDcAEEI8DS9tPbRVkuqEmUAGm57teqpfUj8NThvMMBTCEuEGACwS7OGls2FeDeyCcAMAAXR6T0zr6NZKiElwB5lADy+dDb00sCPCDQA00tkCjDfBDjYXtLxAXVp3UVrrNAINbItwAwDnoDEBxmr0zqCpIdwAaNJOn/cih7S/cn/YBRhJ7iEuemfQ1BFuANhefQEmWLdVB1JGYoY6x3dWRXWFUlqmEGYAEW4AhLn6hot8CTDhEmy6temm6MhotY5uTa8M4AXhBkBIOVtYaehwUbgEGInhJaCxCDcAAsrbnBZnpFNVNVVhN7fFn2qDDMNLgP8QbgD45Fwm4NppTos/nN4TkxiTKDlEkAEChHAD4IyhoNN7VBobVppCsCHAAKGDcAPYyLmGlFM/q+/ZRd40hbDiCQEGCA+EGyBEnMtEWm9hpSEhBXXVznsprSx1/2dAgAHCD+EG8ANf5qEwkdZangIMdyMB9kK4AdS4XhMmzVqvvuEiAgzQNBFuEHYaMq/EX2uleEOw8Z9zCSsMFwGoD+EGAePL+ibnOozDvJLwdvqQkLOZU1UnqwgrAPyKcANJvq0Ky1ANanmbgMuQEACrEG5CXEN7P3z5LJCTWQk24aX22UWeelQIKwDCBeGmgYIZOuj9gK/OJaSc+hlhBYCdEG68qG+oJtihg2DTdJxtIi09KgBwdoSbeizYukCTVk2SMabecEHogCfnMg+FibQAEDiEGw92l+/WpFWT5DIuq0tBENFrAgD2QLjxYMHWBXLIYXUZOAtf55WwVgoANA2EGw/2VuxlyMnPzmV9k3MdxqGHBADgDeHGg5SWKU2y58aXVWEZqgEAhCrCjQc3pd2kV7941eoy3GpDhy+9H75+xrAMAMAuCDcedIzrqMn9Jyt/Zb7Xu6UIHQAAhB7CTT0GdR2kyxMu1/yt8+usc0PoAAAgtBFuvOgQ10EP9XnI6jIAAIAPIqwuAAAAwJ8INwAAwFYINwAAwFYINwAAwFYINwAAwFYINwAAwFYINwAAwFYINwAAwFZCItzMmDFDnTp1UnR0tDIzM7VmzRqv7d9++21dfPHFio6OVs+ePbV48eIgVQoAAEKd5eFm7ty5ysvLU35+vtavX6/09HTl5ORo//79HtuvXLlSt9xyi+666y5t2LBBgwYN0qBBg/Sf//wnyJUDAIBQ5DDGeH4qZJBkZmaqb9++euGFFyRJLpdLqampGjVqlMaOHXtG+6FDh6qyslLvvPOOe9v3vvc99e7dWzNnzjzr+crLyxUfH6+ysjLFxcX574sAAICA8eX329Kem+rqaq1bt07Z2dnubREREcrOztaqVas87rNq1ao67SUpJyen3vZVVVUqLy+v8wIAAPZlabg5ePCgampqlJiYWGd7YmKiSkpKPO5TUlLiU/uCggLFx8e7X6mpqf4pHgAAhCTL59wE2rhx41RWVuZ+FRcXW10SAAAIoGZWnrxdu3aKjIxUaWlpne2lpaVKSkryuE9SUpJP7Z1Op5xOp38KBgAAIc/SnpuoqCj16dNHy5Ytc29zuVxatmyZsrKyPO6TlZVVp70kvffee/W2BwAATYulPTeSlJeXp9zcXGVkZKhfv36aPn26Kisrdccdd0iShg8frvbt26ugoECS9OCDD+qqq67StGnTdMMNN2jOnDlau3atXn75ZSu/BgAACBGWh5uhQ4fqwIEDmjhxokpKStS7d28tWbLEPWl4z549ioj4bwdT//799eabb+rxxx/XY489prS0NC1cuFCXXnqpVV8BAACEEMvXuQk21rkBACD8hM06NwAAAP5m+bBUsNV2VLGYHwAA4aP2d/tcBpyaXLg5cuSIJLGYHwAAYejIkSOKj4/32qbJzblxuVzau3evWrVqJYfDcdb25eXlSk1NVXFxMXN0goxrbw2uu3W49tbgulvD1+tujNGRI0eUkpJS50YjT5pcz01ERIQuuOACn/eLi4vjj94iXHtrcN2tw7W3BtfdGr5c97P12NRiQjEAALAVwg0AALAVws1ZOJ1O5efn83wqC3DtrcF1tw7X3hpcd2sE8ro3uQnFAADA3ui5AQAAtkK4AQAAtkK4AQAAtkK4AQAAtkK4kTRjxgx16tRJ0dHRyszM1Jo1a7y2f/vtt3XxxRcrOjpaPXv21OLFi4NUqf34cu1nzZqlK6+8Um3atFGbNm2UnZ191v+s4Jmvf/O15syZI4fDoUGDBgW2QJvy9bofPnxYI0aMUHJyspxOp7p168b/3jSQr9d++vTpuuiiixQTE6PU1FSNHj1ax48fD1K19vDvf/9bAwcOVEpKihwOhxYuXHjWfQoLC3X55ZfL6XSqa9eumj17dsNObpq4OXPmmKioKPPnP//ZfPHFF+aee+4xrVu3NqWlpR7bf/TRRyYyMtI888wzZtOmTebxxx83zZs3N59//nmQKw9/vl77W2+91cyYMcNs2LDBFBUVmdtvv93Ex8ebr776KsiVhzdfr3utnTt3mvbt25srr7zS3HjjjcEp1kZ8ve5VVVUmIyPDXH/99WbFihVm586dprCw0GzcuDHIlYc/X6/9G2+8YZxOp3njjTfMzp07zdKlS01ycrIZPXp0kCsPb4sXLzbjx4838+fPN5LMggULvLbfsWOHiY2NNXl5eWbTpk3m+eefN5GRkWbJkiU+n7vJh5t+/fqZESNGuN/X1NSYlJQUU1BQ4LH9kCFDzA033FBnW2ZmpvnlL38Z0DrtyNdrf7qTJ0+aVq1amddeey1QJdpSQ677yZMnTf/+/c2f/vQnk5ubS7hpAF+v+0svvWS6dOliqqurg1Wibfl67UeMGGGuvvrqOtvy8vLMgAEDAlqnnZ1LuHn00UfNJZdcUmfb0KFDTU5Ojs/na9LDUtXV1Vq3bp2ys7Pd2yIiIpSdna1Vq1Z53GfVqlV12ktSTk5Ove3hWUOu/emOHj2qEydO6LzzzgtUmbbT0Ov+m9/8RgkJCbrrrruCUabtNOS6//3vf1dWVpZGjBihxMREXXrppXrqqadUU1MTrLJtoSHXvn///lq3bp176GrHjh1avHixrr/++qDU3FT58/e1yT0481QHDx5UTU2NEhMT62xPTEzU5s2bPe5TUlLisX1JSUnA6rSjhlz7040ZM0YpKSln/JcB9WvIdV+xYoVeeeUVbdy4MQgV2lNDrvuOHTv0r3/9S7fddpsWL16sbdu26Ve/+pVOnDih/Pz8YJRtCw259rfeeqsOHjyoK664QsYYnTx5Uvfdd58ee+yxYJTcZNX3+1peXq5jx44pJibmnI/VpHtuEL6mTJmiOXPmaMGCBYqOjra6HNs6cuSIhg0bplmzZqldu3ZWl9OkuFwuJSQk6OWXX1afPn00dOhQjR8/XjNnzrS6NNsrLCzUU089pRdffFHr16/X/PnztWjRIj3xxBNWl4Zz1KR7btq1a6fIyEiVlpbW2V5aWqqkpCSP+yQlJfnUHp415NrXmjp1qqZMmaL3339fvXr1CmSZtuPrdd++fbt27dqlgQMHure5XC5JUrNmzbRlyxZdeOGFgS3aBhry956cnKzmzZsrMjLSva179+4qKSlRdXW1oqKiAlqzXTTk2k+YMEHDhg3T3XffLUnq2bOnKisrde+992r8+PGKiKBfIBDq+32Ni4vzqddGauI9N1FRUerTp4+WLVvm3uZyubRs2TJlZWV53CcrK6tOe0l677336m0Pzxpy7SXpmWee0RNPPKElS5YoIyMjGKXaiq/X/eKLL9bnn3+ujRs3ul8//elP9cMf/lAbN25UampqMMsPWw35ex8wYIC2bdvmDpOS9OWXXyo5OZlg44OGXPujR4+eEWBqQ6bhcYwB49ffV5+nINvMnDlzjNPpNLNnzzabNm0y9957r2ndurUpKSkxxhgzbNgwM3bsWHf7jz76yDRr1sxMnTrVFBUVmfz8fG4FbyBfr/2UKVNMVFSUmTdvntm3b5/7deTIEau+Qljy9bqfjrulGsbX675nzx7TqlUrM3LkSLNlyxbzzjvvmISEBPPb3/7Wqq8Qtny99vn5+aZVq1bmf//3f82OHTvMu+++ay688EIzZMgQq75CWDpy5IjZsGGD2bBhg5Fknn32WbNhwwaze/duY4wxY8eONcOGDXO3r70V/JFHHjFFRUVmxowZ3AreGM8//7zp0KGDiYqKMv369TMff/yx+7OrrrrK5Obm1mn/1ltvmW7dupmoqChzySWXmEWLFgW5Yvvw5dp37NjRSDrjlZ+fH/zCw5yvf/OnItw0nK/XfeXKlSYzM9M4nU7TpUsX8+STT5qTJ08GuWp78OXanzhxwkyaNMlceOGFJjo62qSmpppf/epX5tChQ8EvPIwtX77c4/9m117r3Nxcc9VVV52xT+/evU1UVJTp0qWLefXVVxt0bocx9LEBAAD7aNJzbgAAgP0QbgAAgK0QbgAAgK0QbgAAgK0QbgAAgK0QbgAAgK0QbgAAgK0QbgAAgK0QbgDY3u23365BgwZZXQaAICHcAAAAWyHcAAAAWyHcAAgLLpdLzzzzjLp27Sqn06kOHTroySeflCR9/vnnuvrqqxUTE6O2bdvq3nvvVUVFxRnHmDp1qpKTk9W2bVuNGDFCJ06cCPbXABAEhBsAYWHcuHGaMmWKJkyYoE2bNunNN99UYmKiKisrlZOTozZt2uiTTz7R22+/rffff18jR46ss//y5cu1fft2LV++XK+99ppmz56t2bNnW/NlAAQUTwUHEPKOHDmi888/Xy+88ILuvvvuOp/NmjVLY8aMUXFxsVq0aCFJWrx4sQYOHKi9e/cqMTFRt99+uwoLC7V9+3ZFRkZKkoYMGaKIiAjNmTMn6N8HQGDRcwMg5BUVFamqqkrXXHONx8/S09PdwUaSBgwYIJfLpS1btri3XXLJJe5gI0nJycnav39/YAsHYAnCDYCQFxMT0+hjNG/evM57h8Mhl8vV6OMCCD2EGwAhLy0tTTExMVq2bNkZn3Xv3l2ffvqpKisr3ds++ugjRURE6KKLLgpmmQBCBOEGQMiLjo7WmDFj9Oijj+r111/X9u3b9fHHH+uVV17RbbfdpujoaOXm5uo///mPli9frlGjRmnYsGFKTEy0unQAFmhmdQEAcC4mTJigZs2aaeLEidq7d6+Sk5N13333KTY2VkuXLtWDDz6ovn37KjY2VjfffLOeffZZq0sGYBHulgIAALbCsBQAALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALAVwg0AALCV/w9Tc345Fe+snQAAAABJRU5ErkJggg==", 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 10 + "source": [ + "analyzer = bp.analysis.Bifurcation2D(\n", + " model=[int_s1, int_s2],\n", + " target_vars={'s1': [0., 1.], 's2': [0., 1.]},\n", + " target_pars={'coh': [0., 1.]},\n", + " pars_update={'mu': 30.},\n", + " resolutions={'coh': 0.005},\n", + ")\n", + "analyzer.plot_bifurcation(num_rank=50)\n", + "analyzer.show_figure()" + ] }, { "cell_type": "markdown", @@ -674,7 +880,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.11" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/tutorial_analysis/highdim_analysis.ipynb b/docs/tutorial_analysis/highdim_analysis.ipynb index c0d72c9a9..dc785ca91 100644 --- a/docs/tutorial_analysis/highdim_analysis.ipynb +++ b/docs/tutorial_analysis/highdim_analysis.ipynb @@ -37,26 +37,32 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "07a97a76", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:29.344310Z", "start_time": "2025-10-06T03:34:23.946943Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:41.704047Z", + "iopub.status.busy": "2026-07-08T14:14:41.703899Z", + "iopub.status.idle": "2026-07-08T14:14:45.113351Z", + "shell.execute_reply": "2026-07-08T14:14:45.112564Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -64,7 +70,14 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -150,6 +163,7 @@ }, { "cell_type": "markdown", + "id": "deb8cdbfe7e2ec4", "metadata": { "collapsed": false }, @@ -161,8 +175,7 @@ "- exclude any non-unique fixed points according to a tolerance: ``keep_unique()``\n", "- exclude any far-away \"outlier\" fixed points: ``exclude_outliers()``\n", "- computing the jacobian matrix for the given fixed/slow points: ``compute_jacobians()``" - ], - "id": "deb8cdbfe7e2ec4" + ] }, { "cell_type": "markdown", @@ -182,13 +195,21 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "423e768f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:29.488905Z", "start_time": "2025-10-06T03:34:29.484537Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:45.114990Z", + "iopub.status.busy": "2026-07-08T14:14:45.114769Z", + "iopub.status.idle": "2026-07-08T14:14:45.117771Z", + "shell.execute_reply": "2026-07-08T14:14:45.117127Z" } }, + "outputs": [], "source": [ "# parameters\n", "\n", @@ -206,19 +227,25 @@ "coh = 0.5 # Stimulus coherence [%]\n", "Ib1 = 0.3297\n", "Ib2 = 0.3297" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "code", + "execution_count": 3, "id": "eb220677", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:29.549517Z", "start_time": "2025-10-06T03:34:29.541954Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:45.119485Z", + "iopub.status.busy": "2026-07-08T14:14:45.119363Z", + "iopub.status.idle": "2026-07-08T14:14:45.122858Z", + "shell.execute_reply": "2026-07-08T14:14:45.122250Z" } }, + "outputs": [], "source": [ "@bp.odeint\n", "def int_s1(s1, t, s2, coh=0.5, mu=20.):\n", @@ -236,9 +263,7 @@ " ds1 = int_s1.f(s[0], 0., s[1])\n", " ds2 = int_s2.f(s[1], 0., s[0])\n", " return bm.asarray([ds1, ds2])" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -250,39 +275,69 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "6b9a2473", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:33.317891Z", "start_time": "2025-10-06T03:34:29.584504Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:45.124654Z", + "iopub.status.busy": "2026-07-08T14:14:45.124519Z", + "iopub.status.idle": "2026-07-08T14:14:47.591964Z", + "shell.execute_reply": "2026-07-08T14:14:47.591043Z" } }, - "source": [ - "analyzer = bp.analysis.PhasePlane2D(\n", - " model=[int_s1, int_s2],\n", - " target_vars={'s1': [0, 1], 's2': [0, 1]},\n", - " resolutions=0.001,\n", - ")\n", - "analyzer.plot_fixed_point(select_candidates='aux_rank', with_plot=False)" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "I am searching fixed points ...\n", - "I am filtering out fixed point candidates with auxiliary function ...\n", + "I am filtering out fixed point candidates with auxiliary function ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am trying to find fixed points by optimization ...\n", - "\tThere are 100 candidates\n", - "I am trying to filter out duplicate fixed points ...\n", - "\tFound 3 fixed points.\n", + "\tThere are 100 candidates\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am trying to filter out duplicate fixed points ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\tFound 3 fixed points.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "\t#1 s1=0.2827633321285248, s2=0.40635180473327637 is a saddle node.\n", "\t#2 s1=0.013946513645350933, s2=0.6573889851570129 is a stable node.\n", "\t#3 s1=0.7004518508911133, s2=0.004864312242716551 is a stable node.\n" ] } ], - "execution_count": 4 + "source": [ + "analyzer = bp.analysis.PhasePlane2D(\n", + " model=[int_s1, int_s2],\n", + " target_vars={'s1': [0, 1], 's2': [0, 1]},\n", + " resolutions=0.001,\n", + ")\n", + "analyzer.plot_fixed_point(select_candidates='aux_rank', with_plot=False)" + ] }, { "cell_type": "markdown", @@ -294,30 +349,26 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "75ddba03", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:39.532172Z", "start_time": "2025-10-06T03:34:36.662280Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:47.594178Z", + "iopub.status.busy": "2026-07-08T14:14:47.594033Z", + "iopub.status.idle": "2026-07-08T14:14:50.012433Z", + "shell.execute_reply": "2026-07-08T14:14:50.011348Z" } }, - "source": [ - "finder = bp.analysis.SlowPointFinder(f_cell=step, f_type=\"continuous\")\n", - "finder.find_fps_with_gd_method(\n", - " candidates=bm.random.random((1000, 2)),\n", - " tolerance=1e-5,\n", - " num_batch=200,\n", - " optimizer=bp.optimizers.Adam(bp.optimizers.ExponentialDecay(0.01, 1, 0.9999))\n", - ")\n", - "finder.filter_loss(1e-5)\n", - "finder.keep_unique()" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\optim\\scheduler.py:355: UserWarning: ExponentialDecay is abandoned, please use ExponentialDecayLR insteadly.\n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/optim/scheduler.py:376: UserWarning: ExponentialDecay is abandoned, please use ExponentialDecayLR insteadly.\n", " warnings.warn(\"ExponentialDecay is abandoned, please use ExponentialDecayLR insteadly.\")\n" ] }, @@ -326,41 +377,79 @@ "output_type": "stream", "text": [ "Optimizing with Adam(lr=ExponentialDecay(0.01, decay_steps=1, decay_rate=0.9999), last_call=-1), beta1=0.9, beta2=0.999, eps=1e-08) to find fixed points:\n", - " Batches 1-200 in 0.19 sec, Training loss 0.0624059550\n", - " Batches 201-400 in 0.15 sec, Training loss 0.0052427738\n", - " Batches 401-600 in 0.12 sec, Training loss 0.0007515235\n", - " Batches 601-800 in 0.11 sec, Training loss 0.0001555069\n", - " Batches 801-1000 in 0.11 sec, Training loss 0.0000349458\n", - " Batches 1001-1200 in 0.11 sec, Training loss 0.0000083204\n", - " Stop optimization as mean training loss 0.0000083204 is below tolerance 0.0000100000.\n", - "Excluding fixed points with squared speed above tolerance 1e-05:\n", - " Kept 954/1000 fixed points with tolerance under 1e-05.\n", - "Excluding non-unique fixed points:\n", - " Kept 3/954 unique fixed points with uniqueness tolerance 0.025.\n" + " Batches 1-200 in 0.17 sec, Training loss 0.0472662821\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 201-400 in 0.12 sec, Training loss 0.0040585613\n", + " Batches 401-600 in 0.09 sec, Training loss 0.0006328165\n", + " Batches 601-800 in 0.09 sec, Training loss 0.0001359275\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Batches 801-1000 in 0.10 sec, Training loss 0.0000316999\n", + " Batches 1001-1200 in 0.10 sec, Training loss 0.0000074121\n", + " Stop optimization as mean training loss 0.0000074121 is below tolerance 0.0000100000.\n", + "Excluding fixed points with squared speed above tolerance 1e-05:\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Kept 950/1000 fixed points with tolerance under 1e-05.\n", + "Excluding non-unique fixed points:\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Kept 3/950 unique fixed points with uniqueness tolerance 0.025.\n" ] } ], - "execution_count": 5 + "source": [ + "finder = bp.analysis.SlowPointFinder(f_cell=step, f_type=\"continuous\")\n", + "finder.find_fps_with_gd_method(\n", + " candidates=bm.random.random((1000, 2)),\n", + " tolerance=1e-5,\n", + " num_batch=200,\n", + " optimizer=bp.optimizers.Adam(bp.optimizers.ExponentialDecay(0.01, 1, 0.9999))\n", + ")\n", + "finder.filter_loss(1e-5)\n", + "finder.keep_unique()" + ] }, { "cell_type": "code", + "execution_count": 6, "id": "5a9d31ff", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:39.552198Z", "start_time": "2025-10-06T03:34:39.546610Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:50.014437Z", + "iopub.status.busy": "2026-07-08T14:14:50.014287Z", + "iopub.status.idle": "2026-07-08T14:14:50.018078Z", + "shell.execute_reply": "2026-07-08T14:14:50.017259Z" } }, - "source": [ - "finder.fixed_points" - ], "outputs": [ { "data": { "text/plain": [ - "array([[0.70045185, 0.00486432],\n", - " [0.2827629 , 0.4063515 ],\n", - " [0.01394648, 0.657389 ]], dtype=float32)" + "array([[0.28276306, 0.40635154],\n", + " [0.7004518 , 0.00486436],\n", + " [0.01394669, 0.6573889 ]], dtype=float32)" ] }, "execution_count": 6, @@ -368,7 +457,9 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "finder.fixed_points" + ] }, { "cell_type": "markdown", @@ -396,13 +487,21 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "ce20c839", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:39.585210Z", "start_time": "2025-10-06T03:34:39.575509Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:50.020052Z", + "iopub.status.busy": "2026-07-08T14:14:50.019918Z", + "iopub.status.idle": "2026-07-08T14:14:50.026683Z", + "shell.execute_reply": "2026-07-08T14:14:50.025927Z" } }, + "outputs": [], "source": [ "class CANN1D(bp.NeuGroup):\n", " def __init__(self, num, tau=1., k=8.1, a=0.5, A=10., J0=4., z_min=-bm.pi, z_max=bm.pi):\n", @@ -463,63 +562,57 @@ "\n", " def cell(self, u):\n", " return self.derivative(u, 0., 0.)" - ], - "outputs": [], - "execution_count": 7 + ] }, { "cell_type": "code", + "execution_count": 8, + "id": "afe25da2431c8440", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:34:40.150553Z", "start_time": "2025-10-06T03:34:39.598237Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:50.028314Z", + "iopub.status.busy": "2026-07-08T14:14:50.028186Z", + "iopub.status.idle": "2026-07-08T14:14:50.424990Z", + "shell.execute_reply": "2026-07-08T14:14:50.424052Z" } }, + "outputs": [], "source": [ "cann = CANN1D(num=512, k=0.1, A=30)" - ], - "id": "afe25da2431c8440", - "outputs": [], - "execution_count": 8 + ] }, { "cell_type": "markdown", + "id": "68c87ca2b32dc8ea", "metadata": { "collapsed": false }, "source": [ "The following code demonstrates how to use ``SlowPointFinder`` to find fixed points of a continuous attractor neural network." - ], - "id": "68c87ca2b32dc8ea" + ] }, { "cell_type": "code", + "execution_count": 9, "id": "24737b1e", "metadata": { - "scrolled": false, "ExecuteTime": { "end_time": "2025-10-06T03:36:32.530332Z", "start_time": "2025-10-06T03:34:40.237910Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:14:50.426735Z", + "iopub.status.busy": "2026-07-08T14:14:50.426584Z", + "iopub.status.idle": "2026-07-08T14:15:13.795077Z", + "shell.execute_reply": "2026-07-08T14:15:13.794194Z" + }, + "scrolled": false }, - "source": [ - "# initialize an instance of slow point finder\n", - "finder = bp.analysis.SlowPointFinder(\n", - " f_cell=cann,\n", - " target_vars={'u': cann.u},\n", - " dt=1.,\n", - ")\n", - "\n", - "# we can initialize our candidate points with noisy bumps.\n", - "candidates = cann.get_stimulus_by_pos(bm.arange(-bm.pi, bm.pi, 0.01).reshape((-1, 1)))\n", - "candidates += bm.random.normal(0., 0.01, candidates.shape)\n", - "\n", - "# optimize to find fixed points\n", - "finder.find_fps_with_opt_solver({'u': candidates})\n", - "finder.filter_loss(1e-6)\n", - "finder.keep_unique()" - ], "outputs": [ { "name": "stdout", @@ -532,7 +625,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\dynsys.py:325: UserWarning: \n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/dynsys.py:458: UserWarning: \n", "From brainpy>=2.4.3, update() function no longer needs to receive a global shared argument.\n", "\n", "Instead of using:\n", @@ -555,34 +648,81 @@ "output_type": "stream", "text": [ " Found 629 fixed points from 629 initial points.\n", - "Excluding fixed points with squared speed above tolerance 1e-06:\n", - " Kept 357/629 fixed points with tolerance under 1e-06.\n", - "Excluding non-unique fixed points:\n", - " Kept 357/357 unique fixed points with uniqueness tolerance 0.025.\n" + "Excluding fixed points with squared speed above tolerance 1e-06:\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Kept 356/629 fixed points with tolerance under 1e-06.\n", + "Excluding non-unique fixed points:\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Kept 356/356 unique fixed points with uniqueness tolerance 0.025.\n" ] } ], - "execution_count": 9 + "source": [ + "# initialize an instance of slow point finder\n", + "finder = bp.analysis.SlowPointFinder(\n", + " f_cell=cann,\n", + " target_vars={'u': cann.u},\n", + " dt=1.,\n", + ")\n", + "\n", + "# we can initialize our candidate points with noisy bumps.\n", + "candidates = cann.get_stimulus_by_pos(bm.arange(-bm.pi, bm.pi, 0.01).reshape((-1, 1)))\n", + "candidates += bm.random.normal(0., 0.01, candidates.shape)\n", + "\n", + "# optimize to find fixed points\n", + "finder.find_fps_with_opt_solver({'u': candidates})\n", + "finder.filter_loss(1e-6)\n", + "finder.keep_unique()" + ] }, { "cell_type": "markdown", + "id": "82fac9a52c3d5a2a", "metadata": { "collapsed": false }, "source": [ "The found fixed points are a series of attractor. We can visualize this line of attractors on a 2D space." - ], - "id": "82fac9a52c3d5a2a" + ] }, { "cell_type": "code", + "execution_count": 10, "id": "032c9bb8", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:36:32.927345Z", "start_time": "2025-10-06T03:36:32.653283Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:13.796610Z", + "iopub.status.busy": "2026-07-08T14:15:13.796458Z", + "iopub.status.idle": "2026-07-08T14:15:14.516927Z", + "shell.execute_reply": "2026-07-08T14:15:14.516086Z" } }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "from sklearn.decomposition import PCA\n", "import matplotlib.pyplot as plt\n", @@ -595,43 +735,36 @@ "plt.title('Fixed points PCA')\n", "plt.legend()\n", "plt.show()" - ], - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ], - "image/png": 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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } - } - ], - "execution_count": 10 + ] }, { "cell_type": "markdown", + "id": "19dc9c7d080f72c", "metadata": { "collapsed": false }, "source": [ "These fixed points can also be plotted on the feature space. In the following, we plot the selected points." - ], - "id": "19dc9c7d080f72c" + ] }, { "cell_type": "code", + "execution_count": 11, + "id": "2d5df92c4fc6d3c", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:36:32.936131Z", "start_time": "2025-10-06T03:36:32.931713Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:14.518685Z", + "iopub.status.busy": "2026-07-08T14:15:14.518408Z", + "iopub.status.idle": "2026-07-08T14:15:14.521831Z", + "shell.execute_reply": "2026-07-08T14:15:14.520948Z" } }, + "outputs": [], "source": [ "def visualize_fixed_points(fps, plot_ids=(0,), xs=None):\n", " for i in plot_ids:\n", @@ -643,76 +776,74 @@ " plt.xlabel('Feature')\n", " plt.ylabel('Bump activity')\n", " plt.show()" - ], - "id": "2d5df92c4fc6d3c", - "outputs": [], - "execution_count": 11 + ] }, { "cell_type": "code", + "execution_count": 12, "id": "bad2cab4", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:36:33.044794Z", "start_time": "2025-10-06T03:36:32.942142Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:14.523328Z", + "iopub.status.busy": "2026-07-08T14:15:14.523099Z", + "iopub.status.idle": "2026-07-08T14:15:14.594155Z", + "shell.execute_reply": "2026-07-08T14:15:14.593239Z" } }, - "source": [ - "visualize_fixed_points(finder.fixed_points['u'],\n", - " plot_ids=(10, 20, 30, 40, 50, 60, 70, 80),\n", - " xs=cann.x)" - ], "outputs": [ { "data": { + "image/png": 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bb74JwOL5y7CGU6k71E3V7pHsiqIorLr7GzhT0+hpaWL7//5euOakqwowFyahekP0jSoxAUyZMiX6ienVV1/FP0oESSQSyaWIFDKSCx5VVfn+q4cJhlWum5nNJ+bliTfY8ENtb1LWLLjyISH04vEXqeqtIsWawveXf1+Yijm0eTMDb74JBgN5P36EX9y5AEWBl/Y28cH+Vvb8pQ6AKz49BfvtP9eyPG0H8W//D977Ly3Dsvjm2/nGdQ8xJW0K/b5+/nXfv9L7ajWEVGwz0kn/wiqSrrsOgkFaf/Aw7733HkNDQ2RkZLDm5utYfGMJAFv/WIXPM+JrsblcrP5bzbS8+/WX6Wocya4oBoX0T00Bo4K3shfvEXGI1Q033EBycjK9vb1s2xY/zVgikUguJaSQkVzwvFrRzK7aHmxmA//3lplisGkP7Pud9veb/gWM5mio09PJv1f8OwD3L7yfNFtaNKb6/bT/9GcApH/xi9hnzWJRcTqfWaSVnda/cJxQMEzhjDSmLs2GpGxY9QMAdv7hvxjs7iQlK5vld3wWs8HM/1n2fwDo2dOAv3YAxWwg9ROTURSF7B98H4PLRWtjI7t37QLgxhtvxGQysXBNMWk5DrxDAXZHhJNO+ZLllC9ZjhoOs+l3/ylkXszZTpKuKgCg781a1MDIskmbzcb1118PwPvvv09fX98Zv+YSiURysSCFjOSCZtgf4udvVQJw36opFKQ5RoKqCm9/F1Bh3ueg+DLhvk/sf4KhwBCzM2bzySnikrPeF1/EX1+PMSODSd/+dvTr/7BmGtMUM9lDKihw5Z1TR7I4i77MQMpc9nZMAuCaL30ds1UzsS3KXsRtxbfypY5PAJC0qhBTmhYzZ2WR8Y2vc2D+PFRg1vTp0VkvRqOBKz49BYBDG5vobXML13n1F76K0WSi/uB+avbtEmJJKwsxJlsI9XgZ3NokxGbNmkVJSQnBYJC//vWvp3ydJRKJ5GJFChnJBc2z22ppG/CSn2rnb68sFYPH34Cm3WB2wOp1Quhk30leO/kaAP/f0v8PgzLyox7q76frSS1Tk/md72B0jUy7zHBYuBVNLB1zqtjSR7ntjSbe911GSDVQ6OhnckmG8JjfCnyBrGA6HaYe9hZXC7GeK6+kPScHQyjEwtZWIVY0K4Pi2RmEwyrbXzkpxFJzcll4020AbH7+WcKhkWV1BouRlBu112RwUxMh90hpSlEU1q5di6IoHD16lKYmUehIJBLJpYIUMpILll63n6c2aW/sD10/Fatp1HjuUBA2PKL9ffm3IEnc8PrEvicIq2FWFa5iftZ8Idb9X88S6u/HOqWc1DvETE3V3nbUXj9+BTYYvDy3rS4a66ir4dh+rWvp6qwalI0/icbCngDhD7RN1r/LfJ1/PfgEobAmOsLhMBs2bgSgvKqa4H8/TzBmaN3lnypHUaD2QBftdQNCbNltn8GWlExvSxNHt24UYvZ5mZjzXaj+EIObGoVYdnY28+bNA+C9995DIpFILkWkkJFcsPxmaw2D3iAzcpO5bX6+GDz4B+g6AfZ0uPw7YqjzIO81vodBMfB3C/9OiIX6+uh9/nkAJn3nOyijJlqqYZU9b2qm2vSFGQwb4NebT0bbsXe8/CIA0xbMJdvu1tq9Ww8AMPhBC6o3hCHbxp7M45zsP8kbNW8AcOzYMdrb27FarcwPBQl7PPT8138J15WW42TqMk2M7XqtRohZHQ6WfuIOALb/7/8QCoqZF70de2h7K6FR7dgAV199NQaDgZqaGmpqxPNKJBLJpYAUMpILkv7hAP+9XRMVD6wetQwSIByC9x/V/n7F/cLMGID/OPQfANxcdjNlqWVCrOe/nyfsdmOdNo2ka68VYjUVnfS2urHYTXz68zOZmu2ifzjAsx/U0tVYT9VOrQNo+V3fgDmf0u60+ReEvUGGPmgBIHV1CV+Z+5XodQRDQbZu3QrAsmXLKPzWt7TreP4Fgl1dwuMvuakEg0Gh4WgPLdV9Qmz+DTfhTE1joLOdwxvfEWK2qWlYSpIhGGYgJiuTlpbG4sWLAdi0aRMSiURyqSGFjOSC5L+31zHkCzItO4nVM2KWlh17HbqrwZYKi78ihKp6q9jUuAkFhb+d87dCLDQ4SM/vtA6nSfd8E8Uw8uOvqip73qoDYO7KAhxOM/et0ky4z22rY9vLfwRgytLLmFRYDFf9A6DA8TcYevcAqjeIKcuOfdYk7px2JynWFOoH6nlp20u0tbVhNptZvnw5rmuuwTZvLurwMD2//a1wfSmZDqZfpi1b2/e2OMzObLWx9LZPA1o7djg84pVRFIXk1VpWxrOnndCQODvmiiuuwGAw0NDQQGOjKHQkEonkYkcKGckFh8cfjG62/tbKyWI2RlVHsjHLvgFWcaHZfx3WSjari1dTmiKag3uff57w4CCW8skkRdqTdeoPddPVOITZamTeKq0F+8Y5uZROcqL2d1G1fYv2kLd/RrtD5jSYcQth1crQDm2OS9I1hSgGBafZyRdmfAFU2LdjH6BtlHU4HCiKwqRvfEO7nhf/QGhI7FJacF0RKFB/uJvuliEhNmfl9dhcSfS3t1G1c7sQs05OwVzgQg2EGdoumomTk5OZO3cuoLVjSySSS5+7774bRVHijurqaiFmsVgoLy/nkUceIRgMjnm+n/3sZyxZsoSkpCSysrK47bbbqKysFG7j9Xq59957ycjIwOVycccdd9De3j7GGc8dUshILjj+Z1cjvZ4ARekObpqTKwZPbtB8KWYHLPumEGoeao6uCfjq7K8KsbDHQ89zWgZk0jfvGTMbM/vqfGwubRaN0aBwz9WTWdS3D1SV4vmLyC4rHznplQ/hDt1AOGjHmGLEMS8rGvrc9M9RECzA6XaiGBRh+6vrmmuwlJQQHhyk/0//K1xnaraDsvmZAFS80yDEzDYb82+4GYDdr/1JmCujKEp0rox7ewthf0i47+WXXw5AZWUlnZ2dSCSSS581a9bQ2toqHKWlpUKsqqqKhx56iHXr1vHLX/5yzHNt3ryZe++9lx07dvDOO+8QCAS4/vrrcbtHPow98MADvP7667z00kts3ryZlpYWPvnJT455znOFFDKSCwp/MMx/bNFMqfdcM1ncpwSw9THtz0V3gyNdCD13+DlCaojlucuZNWmWEOt/7XVC/f2Yi4pIXrtGiLXVDNBeO4DRbGD+6iIhdl2pgxnuEwD4Zq0SYmr2PIb4HABJOQdQjCOZoxRrCpf5tLk2Q5lDJCcnR2OKwUD6l78MQPdvf4sa8ylowXXaNZzY1c5Qr2jeXbDmZkxmC+01VTQdPSTE7LMnYUy3EfYE8exuE2KZmZlMmzYNgA8++ACJRHLpY7VaycnJEQ59Qa0eKy4u5p577mH16tW89tprY57r7bff5u6772bWrFnMmzeP5557joaGBvbu3QtAf38/zzzzDI8++iirVq1i0aJFPPvss2zbto0dO3ZM6POUQkZyQfHW4VbaBrxkJVn55MKYTqWWCqh/HwxmWPFtIdTv6+eV6lcA4rwxqqrS8/x/A5D+hbtQjEYhfnCj5huZujQbR7JFiB3f9FcMaphWazYv1huFLMjw0W5CwSQM9OFs/RfwjZSCurq6CHWGUFHZat7KyT5xPkzKrZ/AmJ5OsKWVgbfXC7GcshRyy1MIh9Totek4klOYdc1qQMvKjEYxKCRdpb1mg1ubUUNhIX7FFVdoz/fgQfr7+5FIJGeBqoLffX6OUb9/zjV2u/2MdrPpv0PS07UPlHv37iUQCLB69erobaZPn05RURHbt29PeI5zhenUN5FIPjp+F+lUumtZsTg3BmC31o3EzFshRRQ5r1a/ii/kY1raNJbmLBVinu3b8VefxOBwkBLZDq0z1Ovl5D6t1DJ3ZYEQCwUDHHhHW/B4NHUuR5v72dfQx6JibdXB0DatU8np2oni74KDL8ISTUTt3r0bgGBGELfZzQvHXuDhFSPr7g02G2lfuIuuJ/6N7v96huSbbhT2QC24rojW6kMc2dLM4htLsNhG/qsuuvk2Dr77NrUVe+lqrNfMxxGci7IZeKeBUJ+P4SPdOOZmRmOFhYUUFRVFP0WtWiVmmCQSyWkQ8MBP8059u4ngn1rA4jz17SK88cYbuFyu6L/Xrl3LSy+9JNxGVVU2bNjA+vXrue+++07rvOFwmPvvv5/LL7+c2bNnA9DW1obFYiE1NVW4bXZ2Nm1tbQnOcu6QGRnJBcPh5n721vdiNip8blmhGPT0wKGIn2Tp14RQWA3zh8o/APDZ6Z8VBAFoLdcAKbffjjFJNAcf3tKMGlbJm5LKpAIxdmLnNtx9vThT05gdyWboA/ICbW78tf1gAOflJdoddj4N4TA+n4+KigoALl+ueVNeP/k6/T4xC5L2uc+h2Gz4jh5jeH+FECuZM4nUbAd+b4gTu0SzXFpOHpMXa2Lt4LtvCzHFbMS5VJtH494hmn4Bli7V7rdv3z5CoVBcXCKRXDqsXLmSioqK6PHEE09EY7rIsdlsrF27ljvvvJN169axdetWXC5X9HjhhRfiznvvvfdy+PBhXnzxxY/y6YyJzMhILhh+t70OgDWzc8lKsonB/c9D0As5c6BwmRD6oPkDGgcbSTIncWPpjULM39DAUGR+StpddwmxYCDEka1aVmXuKjEbA7D/7de12Oq1XHl5OX/c18Zbh1ppu3EG1kg2xj5rEqYV82D7Om1AX81GDvYm4/P5tA3Xi9bwX63/RWVvJX+q+hNfmT3SLm5KSyN57Vr6X3mFvj/8AcfCBdGYYlCYdWUeH/xvNYe3NDPryjxBoM277kaqd+/gyOYNXPm5L2G2jbxezmU5DG5qxFfTT6DDgzlrZD/V9OnTcblcDA0Ncfz4cWbNEr1EEonkFJgdWmbkfD32GeB0OikvL08YW7lyJU899RQWi4W8vDxMkeGgixcvjn4QAy2jMppvf/vbvPHGG2zZsoWCgpHfmzk5Ofj9fvr6+oSsTHt7Ozk54uT1c43MyEguCPo8fv5cof1y+NKKYjEYDsOeZ7S/L/kaxGRc9GzMreW34oj5j977wgugqjivuhJrmdiOXbW7A+9QAFe6ldK5k4RYe001rSeOYzCamHfdWmblpbC0NJ1gWOUPW2vx7O8AwLUiF2zJsEATSeqOp9kV2XC9ZMkSDAYDd83QYi8efzG6tkAn7U6tnXvgrbcIxWypnr4iF6PJQHfTUNzaguI580nNzsU/7OH4ti1CzJRqwzZdq1u7d4pZGZPJxMKFC4GR8pdEIjkDFEUr75yPI+Z334dBFzlFRUVREQOaV6a8vDx6JEWy2Kqq8u1vf5tXXnmF9957L9r9pLNo0SLMZjMbNmyIfq2yspKGhgaha3MikEJGckHwxz2N+IJhZuYmRz0oUarfhd46bYLvnE8LoabBJrY0aW/kd067U4iF/X76X/0zAOkx2RiAI1ubAZh9VT6GmO6oir/+BYCpyy/Hmapdz92XlQDQt6sNNRDGnOPAUhqZKrxEK3fVVR+ls7MTs9nM/PnzAbix7EaSLcm0ulvZ0Sq6923z5mGdPh3V76f/z38WY04z5Yu1lu4jW5qFmGIwMHe11n114J234p6bc7nWtu7e2xHXir1o0SIURaGurk62YkskktPi3nvv5fnnn+f3v/89SUlJtLW10dbWxvDwMAApKSl89atf5cEHH2Tjxo3s3buXL3/5y6xYsYLly5dP6LVJISM576iqyu93ajNTvriiOM7jEs3GzP8CWMSMy0snXkJFZUXuCkpSSoTY0LvvEurvx5STgzPicdHpaXHTXjuAwaAw4zLRuOf3DlO5TVsrMG/12ujXr5uZzSSnhZV+7fqcy3NHrnVSORRfwV4049u8efOwRco9VqOVm8u0+S8vV70sPJaiKNGsTO8f/ih0RYEmsgCq9nTgHbXdGmDWNasxmky011TRdrJKiNmmpGFMs6J6gwwfFMVKSkoKU6dOBWDPnj1IJBLJqXjqqafo7+/nmmuuITc3N3r84Q9/iN7mscce4+abb+aOO+7gqquuIicnh5dffnmcs54bpJCRnHd21/VS1+3BYTFyy7yYboDBdqiK7BZadLcQCoaDvH5S87F8Ztpn4s7b979ae3LK7bfFtVwfi3hciudkxLVcn9j+PgGfl9ScXPJnjHhIzEYDfzslmzKMBBSEAXgAw7M/zzG0evSCSDZG55NTtKFQ7zW+R69X3HydfMstKA4H/poaPDHlnuzSZDLyXYQCYSp3is5/R3IKU5drAi02K6MYFJzLtKzM0M74joElS5YAUFFRQSAQiItLJJKLm+eee45XX331jGNjoapqwuPuu++O3sZms/Hkk0/S09OD2+3m5ZdfnnB/DEghI7kAeGmPNivlpjm5OK0x/vODfwA1BAVLIXOqENrWso3O4U7SrGlcXXC1EAs0N+OOzC5IjZksGQqOiIIZl8e3UR7epAmn2ddcF5cdWhPWrm+jGqArZpDd4WAJIUxk0UWeT8yQTEufxsyMmYL40jG6XKTcdBMAfX8UWyMVRWH2Vdo1Hn2/JS5jo5eXKrdtIeD1CjHn4mwwKAQaBwm0i6sQysrKSElJwefzcfz48bjXQCKRSC4WpJCRnFfcviB/OaQZUj+9OKblWlWhItL6N//zcff9c7XmKbmp7CbMRrMQ63v5FVBVHMuXYykUz1t/qJvhwQCOZAvFs8TpwD0tzTQfP4qiGJh5dcwk30AI84k+AP6Cn5f3ib6V/YeOALCAwyj7n4+73jum3AHAK9WvxAmS1M9o3p/Bd94hNCTuWJqyJBujyUBPi5uuRjGWP30WqTm5BHxeqnZtE2JGlwXbNM3f497XIcQMBgPz5s0D4MCBA3HXKpFIJBcLUshIzitvHmrF4w9RkuFgSUmMybdlH3QeB5MNZotZlX5fPxsbNwJat9Jo1FCIvle0umzqHfF7Po5GykrTV+TEmXyPRLIxJfMXkpQudjINH+lG9YbwOozsI8Qf9zRGBUlHRwctLS0YFIW5HNc2dA+LJaS1pWuxGW1U91VzsOugELPNno2lrAzV52NwvTjp1+owUzpfu5bjMbNhFEVh5lWa4DqyeQOxOBdprZOe/R2oYVE86ULm5MmTDAwMxN1XIpFILgakkJGcV17a2wTApxYVxJt890eyMTNu0TqWRvFW7VsEwgGmpU1jevp0IebesYNgSyuGpCSSrrtOjPX5aDisbauevkJcSBkOhTiy5T1A2zQdi3uPNpguZUkONrORmk43e+s1sbJ//34Apk6bhjN7MoR8IwP8IiRZkriuWLueV6tfFWKKopByqybI+v8cv+9k2jKtzly1u51QzOqBmVdqQqbhyEEGukRjr216OgaHifCAH191nxDLyMigsLAQVVU5eFAUVhKJRHKxIIWM5LxR3+1mV20PigKfXBgzkC7ghcMRITA/vnVaLyvdVn5bXGzg9TcASL7pRgw2cbDeid3tqCrkTk4hLUcc9V1/qAJ3bw/2pGTKFi0RYsE+L76TfQCkLcvjxshW7pf3NxMKhaJCYP78+SPXe/CPcdf2ifJPAPDXur8SCIkm25RbbgZFwbNrF4FmsWxVNDMde5KZ4cEAjUd6xPtlZVMwczaoKse2bhRiismAfZ62psC9T5wQHL1etPJSbLlLIpFILgbOq5D52c9+xpIlS0hKSiIrK4vbbruNyspK4TZer5d7772XjIwMXC4Xd9xxB+3t8b+QJRcfr+zX3qyvKJ9EXqpdDJ54C7z9kFwApaKR92TfSQ53H8akmLixTJzkG/Z6GXxHKw+l3HJL3GNW7dZ+dqYui3fSH39/EwDTLrsKo0n03HgqOkEFS2kKpnQbty/Q2qLfPNTKiapq3G43DoeDKVOmaGUwxQBNu6CnVjjPkuwlZNozGfAP8H7z+0LMnJeHI7JCoP910RBsMBqYGlk9cHxHfBeSXl46uuW9OEHiXKiVl7xHugl7RYPyrFmzMJlMdHZ20tJynqaVSiQSyYfgvAqZzZs3c++997Jjxw7eeecdAoEA119/PW73SIfFAw88wOuvv85LL73E5s2baWlp4ZOfjPc9SC4uVFXltQPaG+dt8/Pjb6CXZeZ+Ggzij+lfarRhdVcUXEG6TTTrDm3aRNjtxpSXi33BAiHW2+ams2EQg0Fh8sJMIRbweanarQ2rm365KJwAhg9oJRvHfO1+KyZnMMllpc8TYON2bY397NmzMRqNkJQDpVdpdzwslpeMBiNrSrVOo7/U/iXucaLlpVf/HCdIpi3XhEzdwa64mTJTl12ByWKlp6WJtpMnhJi5wIUp044aCDN8qEuI2Ww2pk/XSnPS9CuRSC5GzquQefvtt7n77ruZNWsW8+bN47nnnotu5gVtTfgzzzzDo48+yqpVq1i0aBHPPvss27ZtY8eOHac4u+RC5kjLADWdbqwmA9fPEnd54O0fmR0z+1NCSFVV3q7TFiXG7lUC6H9DKyul3HQTSowAOhHJxhTOTMfuEmfH1OzbQ8A7THJmNnlTRc9NoN1NoNUNRgX7bM10azQo3DIvFyNh2htOapca2QILjEwgPviS1n01ipvKtFbrTY2bcAfEtuik669Hsdnw19XhjfGtTCpwkZHvJBQMczKmC8nqcFC+RJueeWzrJiGmKAqOSFbGUyHeD2Du3LkAHDlyhHA4HBeXSCSSC5kLyiPT369tB05P1z5l7927l0AgwOrVq6O3mT59OkVFRWyPzAiJxefzMTAwIBySC4/XD2rZmFXTs0iyiWUcjv9FM8tmTodscanh0e6jNA42YjfZ42bHhPr7cW/W1hUk3yyWlVRVpSqyRXrKkhjhBBz/YBMA0y+7Ms507IlkY2xT0jA6R6711vn5FBj6UNQQySkpFI5u855xCxit0FUJ7YeF881Mn0lJcgm+kI8NDWKnkdHlJCny8z7w5ptCTFGUaHmpak+8INEzSSd2fkA4ZqeTI7JLylfTT2jQL8TKysqw2Wy43W7q6uriziuRSCQXMheMkAmHw9x///1cfvnl0U+2bW1tWCwWYZMmaNs429rifQKg+W5SUlKiR2HMDBHJ+SccVnnjgNZG/InYSb4wUlaafUfckrS3arUJttcUXBO3IHLwnXdQAwGsU6ZgmyYOz+uoH6S/cxiT2UDpPLGt2useona/Nqp/+hXXCDFVVaNCRi8r6cwrSGGWXRPftqwSUQDZUmDqDdrfY0y/iqJEvT1v1ohiBSD5Rm0twsDb61FjMiTli7Rpwi0nevEMiIKkZN4CrE4n7t4emo8fFWKmDDvmAheoMHxYLC+ZTCZmzpwJaFkZiUQiuZi4YITMvffey+HDh3nxxRc/1Hm+973v0d/fHz0aGxvP0RVKzhX7Gnpp7hvGZTWxcro45h93F9Rs0v4++w4hFFbD0bKS7jMZTb/erXTzzXExPRtTOm8SFpspJraNUDDIpMJiMotKhFigaYhQtxfFbMA2M0OI+Xw+ssJaB9EBd3L8E9XLS4f/pG3wHsVNpVp5aXvrdrqGRWHhvPxyDC4XwfZ2hisqhFjyJDtZxUmoKnHlJaPJTPkSbcusvitqNI5I95IuzEYza5aW+Tp69CihUCguLpFILi7uvvtuFEWJO6qrq4WYxWKhvLycRx55hGDMtPLRPPXUU8ydO5fk5GSSk5NZsWIFb70lrkY5X805F4SQ+fa3v80bb7zBxo0bKSgYacPNycnB7/fT19cn3L69vX3M/Q1WqzX6QuuH5MJCN/lePysbm1ncgcTRV7WVBLnzIWOyENrfsZ92TztJ5iSuyBeXQAY7O/Hs2gVobdejUcMqVXsjZaWlibqVNgOJTb66p8Q2MwODRbzW48ePgxqmL2xjQ52XXreYIWHK9WBNgYFmaNwphIqSi5idMZuwGua9hveEmMFqJelarQtp4M34zdbli7XSWPXe+PLStBVXApo4C8cIEvscTcj46wcI9fuEWElJCU6nk+HhYWpqauLOK5FILj7WrFlDa2urcJSWlgqxqqoqHnroIdatW8cvf/nLMc9VUFDAP//zP7N371727NnDqlWruPXWW4Us7vlqzjmvQkZVVb797W/zyiuv8N5770VfYJ1FixZhNpvZsGHER1BZWUlDQwMrVqz4qC9Xcg4IhsK8eWicstLhyKbUOZ+KC+llpVVFq7AYRbPu4IYNoKrY5szBUiDOpGmr6cfT78diM1I0Q+xy8gz003jkEKC1XY9GDavRLh89myFc6mHN+zLoyCMYhneOxXzyMNtgWmR79rH4IXfXl2hD9/5a/9e4WNJa7X6D69ejxgiSaHmpug93nyhIimbPw5aUjKe/j8ajh4SYKdWKpTgZVPDEdC8ZjcZoeUl/XhKJ5OLGarWSk5MjHMbIAl09VlxczD333MPq1at57bX431M6t9xyCzfeeCNTpkxh6tSp/OQnP8HlckUbb85nc855FTL33nsvzz//PL///e9JSkqira2NtrY2hoeHAUhJSeGrX/0qDz74IBs3bmTv3r18+ctfZsWKFSxfvvx8XrrkLNld10vXkJ80h5nLy0WvCoNtUB/ZFzTrdiEUCod4p17rZFpbujbuvIN/1WJJ118XFztZoZVSSuZOwmgWf+RP7t2JqobJKplMaraYrfE3DRIa8KNYjdimiOsTRmcuZkfKMm8fTuDbmqkNwOPoa3HdS6uLNVPvnrY99HjFIXeuyy7DkJREsLOT4X37hFhSuo2cMk2QnNwfW14yMWVppLy0PUF5KWL6HU5QXtK9acePHx83xSyRfJxRVRVPwHNejokcWmm32/H7/ae+IRAKhXjxxRdxu93RpMLZNOecK0ynvsnE8dRTTwFwzTXXCF9/9tlno6vBH3vsMQwGA3fccQc+n48bbriBf//3f/+Ir1Ryrnj7sJaNuW5mNuaYPUccfwNQoWAJpIhZlf0d++nx9pBsSWZp7lIhFurrw62XlWJWEqiqSs0+7U178oIYPw5QvUv7D6a/+Y9m+Ii2ysA2PR0lRgCdOHGCcDhMZmYmNyybyr9+0MbWqk4GvAGSR3dhTV4FFhcMNEHzPihYFA0VJhUyI30Gx3qOsbFhI3dMHfEEKRYLSatX0//KKwy89TaOJeKk4fJF2bTVDFC9t4O5K0VD+7QVV3Jow3qqdm7j2q/cg9E08t/cPieTvjdq8DcOEuzxYkofmXxcWFhIUlISg4ODnDx5kmnTpsW9JhLJx53h4DDLfr/svDz2zs/vjGtyGI833ngDl8sV/ffatWt56aWXhNuoqsqGDRtYv349991337jnO3ToECtWrMDr9eJyuXjllVeimdyzac45V5z30lKiQxcxoA3sevLJJ+np6cHtdvPyyy+P6Y+RXNiEwypvH9F+oNfMTvA9PBpJa86In8irtylfU3gNZoPYrj343kYIBrFOnYqlpESIdTUOMdjjxWQxUBiz6drn8VB/UNuRNGXZZUJMVVW8ke4e+yzR5AuaKRZg5syZlGclUZ7lIhBSee9YjG/FbB/pXjr6atx59PKSnm0aTbR76a9/jSsvTV6YBQq0VvfHlZcKZ87BnpyCd2iQpmNimciYbMFSou2tGj7aLcQMBgMzZswAIv4fiURyUbNy5UoqKiqixxNPPBGN6SLHZrOxdu1a7rzzTtatW8fWrVtxuVzR44UXXojeZ9q0aVRUVLBz507uuecevvSlL0V/F55PzmtGRvLxoqKpj/YBHy6rKb6s5OmBusjI/uli15GqqlFD7KqiVXHn1VcSJF0fv+hRL70Uz8rAHGPWrdm/m1AwSHpeARkFRUIs2O4h2O0Fk4JtWowA8vk4eVIbgqe/8d84O4cn3qvmzUOt3LYgZlLxjE9onUtH/wzXPSK0lK8uWs2/7vtXdrbupN/XT4p1ZDmmc/lyDMnJhLq6GD5wAMfChdGYK81KTmkybTUD1B7sYvZVI49pMBqZvGgZhzf+lerd2ymeM1+4HPusDPy1/Qwf6SbpCvFap0+fzq5du6isrCQUCkXr6RKJRMNusrPz8ztPfcMJeuwzwel0Ul5enjC2cuVKnnrqKSwWC3l5eZgimdvFixdTMapbMjt7ZO6W3uEEmod19+7d/Ou//itPP/200JwzOiszXnPOueKC6FqSfDzQPSSrpmdhNcW8QVa+pXUrZc+O61Y63nOcFncLNqONy/LEzEloyI37gw+AxP6Ymv1aWalsQbxZt3qn5seJzcbAyKwV25Q0DFbxWqurqwkGg6SlpUX/k6+ZrS2R3HyiE7cvxl8y5Tow2aGvHlrFNQAlKSVMSZtCUA2ysTFm4aPZjOtqrZNq8F1xcB5AacSAXFsR73fRS2XVu3fE1dXtkTZyf10/oZhVB8XFxdhsNjwejxxdIJEkQFEUHGbHeTlih3V+GHSRU1RUFBUxoHllysvLo0dSUtKY5wiHw/h8Wkb4fDbnSCEj+UhQVTUqZNYmKivpXT0zPhEXerfhXQAuz7887hOJe8tmVL8fS3Ex1ilThFhPq5veNg8Gk0LJHDEDFPD7qKnQhuBNWZpIyGhlF30lwWhGl5X0XywzcpMoyXDgC4bZWBlTXrI4NTEz+nmO4rpiLfbXugTdS9deC8DghnfjBElZZEBfU2UvvmFRPBXNnofZamOop5v2mmohZkq3Yc51ggreY6LJ2Gg0Rr0xsrwkkUh0vve977Flyxbq6uo4dOgQ3/ve99i0aRN33XUXcH6bc6SQkXwkHG0doKHHg81s4OppMdkR3yCcjMxSSeCP0ctK1xZdGxcb+OtIWSn200pNpKxUOD0di12sotYf2E/Q5yM5M4usUjEDFOwaJtDmBgPYY9q1A4EAVVVV2qVGykqgfUrTszJvJexe0pZBRn1Ao7iuSBMyO1p34Al4hJjziitQLBYC9Q34I+UsndRsB2k5DsIhlYbDot/FZLFQOl8zFlfvjm991H0/w0e64mL6Esnjx49PaJeERCK5eOjo6OCLX/wi06ZN49prr2X37t2sX7+e60Y1WDz22GPcfPPN3HHHHVx11VXk5OTw8ssvT/i1SSEj+UhYH3lzv3pqJg5LjDWr6q8Q8kP6ZMiaIYTqB+qp7qvGpJi4qkCc8xL2ehnaou1WSuyPGbusVLUrUlZauiJOAOndStayVAwO0VhcU1OD3+8nOTmZvDxxDo5uYN5c2Yk/GLN8ccp1YDBBdxV0iRmSyamTKUwqJBAOsK1lmxAzupw4VmifZsYrL9UkaKfWl0hW745vfbTN0jJN3qo+wv4YI/HkyZhMJvr6+ia820AikUwMzz33HK+++uoZx8bimWeeoa6uDp/PR0dHB++++64gYuD8NedIISP5SPjrUW1Y3A2zEpWVtNUCzLglbreS3q20JGeJYIQFcH/wAarHgykvF9tscbnkQNcwXY1DKApxu5VCwQAn92pmvfJEZaUjY3crVVZWAlrWwhCzXXtufgqZSVaGfEF21YolG2wpUBKZRnxCnNarKArXFF4DEOeTgdHlpQRCZr723OoPdxMKiOKpdMESDEYj3U0N9LY2CzFzjgNjug2CYXwneoXYaEOfLC9JJJILHSlkJBNOU6+H422DGBRYOS1mlksoANWaB4bpN8XdVxcyicpKeoYiafXq+LJSxACbNzUVu0ucAtx45BA+txtHSip5U6eLlzPgw98wCMQLmXA4zIkTJwCYOlVcSglgMChcG9kd9W7slF+AaZHVCZVvx4VWFq4EYEvTFkIxm6uTVq4ERcF76BCBmL0l2cXJOFIsBLwhmmIEic3lomDmHCC+vKQoStT0q2egRjO6vCSRSCQXMlLISCacDZHZKouL00lziqKC+m3gGwDHJMhfJIQ6PB0c7DwIwMqilUJMDYcZ2qztSEpaFS9y6iIj+EvnxpeVotmYxcsxGMSOpOGjWibFUpSEMdkqxFpbWxkaGsJisVASM69GZ/UMrYvp3WPt8f6SqZFFlw3btXbzUczPmk+yJZk+Xx8HOsXOJlNmJvZ58wAYek/cy6QYlHG7l0bKSwl8MrqQOd6DGhKzOVOnTkVRFNrb2+np6Ym7r0QikVwoSCEjmXD07MS1M+In63Iikp2YegPEiIqNDVqZZW7mXLIc4n29Bw8S6unB4HLhWLRQiPk8AVqr+gEomStmVbRJv1q3UtkicUIwgPe49qZtmzF2WUn3kCTi8vJJWE0GmnqHqWwfFINpxZA1S2szrxIH4JkN5ugizE2Nm+LOm7Q6Ul5K4JMpi5TOag90oYZF8VS+WBMyLVXHcffFlJBKkjE4TajDQXy1A0LM4XBExZrMykgkkgsZKWQkE8qQL8jOGk0cXDsjWwyqqjY/Bkam345ic5OWcdHLLqMZ3LQJAOeVV6CYRUNuw9EewmGVtBwHKZniOO/upgYGOtsxmS0UzZ4rxML+EN7qPiC+WwmIlpXGG91vtxi5coomLN49mqi8FNkTVflmXEh/npuaNsXFXBGfjHvnTkIDoujIn5aGxWbEM+CnvU6MJWVMImfyFFDVaCZKRzEoUcF2qu4liUQiuVCRQkYyoWw90Yk/FKYkw8HkTKcY7KqC3lowWrSdRKMYDg6zq03bnxTbrQQwtClSVloZL3L0slLJ3PgZMDX7dgNQNEebszIa38k+CIYxploxZYsCqL+/P9rBMyVmXk0s10bLSx3xQV3IVG+AoLig7fL8yzEpJmr7a6nrrxNi1tJSLGVlEAwytEVcBmk0GSierQmS2oTdS9owqpN74qeR6uUl7/GeuFKYLtgaGxuji1wlEonkQkMKGcmEsuG49mZ+7Yzs+KmUevdOyRVgFadH7m7bjS/kI9eZy5RUUTgEWlrwHT8OBgPOK68UYuGwSn1kpkrsEDyAmn2aOCpdsCQuFi0rTU+Pu1Y9G1NYWIjT6Yy772h0w29FYx8dg14xmLcQnFngH4T694VQkiWJxTmLgZFslBCPZGVifTIAJZHyUt2heONu2ULtuTYcPkjAL+5lspangkkh1Osj2CHOsElNTSUzMxNVVamuFlvGJRKJ5EJBChnJhBEKq2yMCplE/pj12p+6CXYUW5q0+TBXFVwVJyp0k699/nxMaWlCrL2mH587iNVhIqcsWYgNDw7QUqmVScoWLhZiqqoKQibuUsfpVoolK9nGvAKtVVx//lEMBpgWeb6VbxHLeG3Yrmu0dQVDH3wQt0SyaGYGigI9LW4Ge0TxNKmoBFfGJIJ+H01HDomXYzFiLUsFwHtc9NDAyPPVhwBKJBLJhYYUMpIJo6Kxj263nySbiSUlMeLA0wMNkU6aGCGjqmo0I5GorKT7Y1zXXBMX0zMSRbMyMBjFH++6ir2oapjMohKSJ4nCKtDqJtTvRzEbsE0W59X4/X5qamqA8f0xo9G7l945mqi8pLdhv6X5hEahC5n9Hfvp8/YJMfu8eRiSkwn39zN84KAQsznN5JRp110fM+VXURTK5mvCrWb/nrjLsU/TxKC3Mr47SS+jVVdXEw6H4+ISiURyvpFCRjJhbIh0K109NRNzjKig+l2teydrptbNM4qqvira3G1YjVaW5IgloLDHg2e7JoCSVl4T95gj/pj4rqOTEX/MeN1K1vJUFHPMluyaGkKhULTUcjroPpn3qzvxBsTsCaVXg8kG/Y3QflgI5bvymZo2lbAaZmuz6IVRTCZcV1wOwNCW+NJTUcQnEytkAEoXaEKmdv/uOC+MnoHy1Q0Q9oo7mwoLC7FarXg8HpqbxaF6EolEciEghYxkwtDnx6yO7VYCse06Br2stDRnafySyB07UP1+zPn5WGLW0w90DdPT4kYxKBTNFIVMKBik7sBeYMQzMprxykp62/W0adNOe/vsjNwk8lPteANhtp2M6QiyOKDsGu3vVfGLIvUsVKyQAXBepcX01Qyj0Q2/Tcd7CMaIp6I58zCaTPR3tNPT0iTETBl2TJl2CKt4q8TyktFojE75leUlieTi4e6770ZRlLijurpaiOmTvB955BGCweCpTwz88z//M4qicP/99wtf93q93HvvvWRkZOByubjjjjtob0/QvXmOkUJGMiE09niobB/EaFC4JnZJZCgAVZFpvlPXxt13a5P2Bp6wW2mj5h1xXXNNnKjQMxG5k1OwOcWW7JYTx/C53diTkskpF30uoSE//kZt5kuskAmHw9E38NPxx+goysjz3lwZ30lE+Wrtz+r4uTD6PJltLdvipvy6rrwSFAXf0WME2sWy1aQCF84UC0F/mJaqPiFmsdmjU35rI5mp0dimac87kU9GLy/pPiGJRHJxsGbNGlpbW4WjtLRUiFVVVfHQQw+xbt06fvnLX57ynLt37+bpp59m7ty5cbEHHniA119/nZdeeonNmzfT0tLCJz/5yXP+vGKRQkYyIWw+ob15LyxKJdURM823cRf4+sGRAQWi6bbf109FZwUQL2RUVY22XbvGabsunhNfVtLbrksXLI6b5uut7AUVzLlOTCniNN/29naGhoYwm80UF4slsFNx9VRNyGw6MY6QadgB3n4hNC9zHknmJPp9/RzpPiLETBkZ2OZogsT9fkzpSVGiWZn6RN1LenmpIt4nY5s+4pOJG6oXyci0tbUxEDPDRiKRXLhYrVZycnKEw2g0CrHi4mLuueceVq9ezWuvvTbu+YaGhrjrrrv4j//4D9JiGi36+/t55plnePTRR1m1ahWLFi3i2WefZdu2bezYET9Z/FwihYxkQtCFzDWxu5VgZLfS5FVx03w/aP6AsBqmPLWcPJe4Xdp3/DjBzk4UhwPHUrE8FPCFaK7sA8Zou96rtV2XLRxvmm98WUlvOy4tLR1zmu9YXFY+CbNRob7bQ12XWwyml0JGueYTqtkkhEwGE8vztIm87zeLLdoALr28tDlReWlkiWQsuk+m6dhRfB6x1dpakoJiNRIeChBoGRIfz+UiPz8fQLZhSz72qKpK2OM5L0fc2pNziN1ux+/3j3ube++9l5tuuonVq1fHxfbu3UsgEBBi06dPp6ioiO3bt5/z6x3Nmf1mlkhOA38wzLZqLTty1ZQE5tiTkXJKefx/hi3NI23XsQxt1d7UnUuXYrCIWZ7mE72EgmGS0m2k5cQMs4v4QhSDgeK584WYGhrxhSTyx+hv3OUxfpzTwWXVurW2nexmU2UHd08qFW9Qfh10V2vCbuatQuiK/Ct4p/4d3m9+n2/N/5Z43quvoutXv9K2fwcCwmTjgulpGIwK/Z3D9LV7SB012C8tN5/UnFz62lppOFTBlGUjm78VkwFbeSrDR7rxHu/BUiDO9ZkyZQrNzc2cOHGChQvFlRASyccJdXiYyoWLTn3DCWDavr0oDsepbxjhjTfewOVyRf+9du1aXnrpJeE2qqqyYcMG1q9fz3333TfmuV588UX27dvH7t3xpWnQMrYWi4XU1FTh69nZ2dFhohOFzMhIzjn7Gnpx+0NkOC3MyhNnuTDUAa2RpYgx03xD4VA0A5FIyLi3aqUU55VXxMUaIssei2bFD7OrO7APgLyp07E5XULM3ziA6g1hcJji3rx9Ph+NjY3A2QkZGCkvbU5UXpoSEXJV78a1YV+ep3UnHe46TI9XbIu2zZqFMT2dsNuNZ+8+IWaxm8gtTwUSZ2XKIoMAE7Vh60JuuHLseTI1NTWnbQiUSCTnl5UrV1JRURE9nnjiiWhMFzk2m421a9dy5513sm7dOrZu3YrL5YoeL7zwAo2Njfzd3/0dL7zwAjabbZxHPD/IjIzknKO/aV81NRODIabL52Rk0FvOXHCJZaej3Ufp9/WTZE5iXuY8IRYacuPZvx+IGF5jaNSFzMx4f4wuZErmxmcSvCe0N21reSpKzLXW1tYSDodJT08nPT0+W3M6XDMti5+9dZztNd14AyFso1u7iy/X2rAHW6DjKGTPioayndlMTZvKid4TbGvZxs1lN0djisGA68or6f/znxnasgXn8mXCY5bMyaC5spf6w13Mu7ZQiJUuWMy+t16jtmIPqqoKos8WmScTaBokNOTH6BrJeuXk5OB0OnG73TQ0NFBWVnZWr4dEcrGj2O1M27f3vD32meB0Osf8ELZy5UqeeuopLBYLeXl50dL54sWLqaioiN4uOzubDRs20NHRIWRjQ6EQW7Zs4Ve/+hU+n4+cnBz8fj99fX1CVqa9vZ2cnJwzuu4zRWZkJOecLVEhE+9Vifpjyq+NC33Q8gEAy3KXYTKIGtuzcwcEg5iLirAUFQmxgS6tjGIwKORPFw1ooWCQhsNaBqhk3thCxjY1LS6ml5UmT54c/zxOk6nZLnKSbXgDYXbWxgycM9uhJCLK9NdlFHr3UkKfzNV6G3b8PBnd8Ntc1Yc/Zi5Mwcw5mK023L09dNTVCDFjshVznhPUkddFx2AwCMPxJJKPK4qiYHA4zstxuuMfTgdd5BQVFQn+P7vdTnl5efRISkri2muv5dChQ0J2Z/Hixdx1111UVFRgNBpZtGgRZrOZDRtGOjErKytpaGhgxYoV5+y6EyGFjOSc0jHo5UiL1tlyZaw/JhyGk5E9QQn8MdtbNEPYirz4H/qh97U3c9cVY5eVssuSsdpFAdRadRz/sAd7UjLZZeInk5A7QKBZM7bapohCZvR+obMtK8FptGFPuU77s+qduFC0Dbt5G2FVnKrrvPxyMBjwV58k0NIixFKzHSRl2AgH1bg2bJPZTOEsreup/uD+uMfUBZ0v5n4wIuhOnjwZ/zwkEsklS1JSErNnzxYOp9NJRkYGs2fPBiAlJYWvfvWrPPjgg2zcuJG9e/fy5S9/mRUrVrB8+fIJvT4pZCTnlK0nNJPv7PxkJrnEVmbaDoKnCywuKBC7h4b8Qxzo1DInl+VdJsRUVcW9ZRx/zJGRtQSx1B3Q3qyL5y5AMYg/7r7qSNt1jgNjTNt1d3c3fX19GI1GSkpKxnvKp2SkDTvBuoLRbdi+QSE0P2s+TrOTXl8vR7uPCjFjSgr2yBwH97ZtQkxRFApnaqUwveQ2muJIiS2RkLFGBJ23qjeuQ0IvJ7W3tzM4OBh3X4lE8vHmscce4+abb+aOO+7gqquuIicnh5dffnnCH1cKGck5ZUuVlnXQ37wF9PJJ6dVgEruOdrbtJKSGKE4upiCpQIj56+oINDeD2YxzqSiAQsEwTRFzatHMeB+LPs03YVkpcj9rgrKSnnUoKirCarXGxc+Ey6dMwmhQqOl009gjtj2TMRnSSiEcgFqxndpsMLM8V/skk3DK7+WRdQUffBAXK4q0kjceixcyJfMWANB8/AgBn7hg0lqcjGI2aG3YbeK1Op1OcnNzAaK7pyQSyYXJc889x6uvvnrGsdNl06ZNPP7448LXbDYbTz75JD09Pbjdbl5++eUJ98eAFDKSc0g4rLK1ary2a72stCoupJeVYrMxAO73tTdqx6JFGJxOIdZW00/AG8KeZCazUOw68gz0016rCZLiuQuEmKqqeCPlk9iyEny4tutYkm1mFhVpj5FwON5plJcS+WScl2uvlWfb9rht2PnT0lAU6G3zxG3DTsvNJ2lSJqFgkKZj4sA9xWTAGlk+6auK716S5SWJRHKhIYWM5JxxuKWfHrcfl9XEwuIYceAdgMad2t8nJzD6NmtiJZGQGYpMsHWN03ZdOCM9ruuo/uB+UFUyi0txpYnZmkCbh/Cgtu3aWiJuuw4EAtTW1mqX+iGMvqO5OuqTGae8VL0hrg1bFzKHuw7T7xMnANvnzMHgchHq78d79JgQsznNZJVore+xWRlFUSieowm7+oNi+zaI5aVYRguZiRzOJZFIJKeLFDKSc4ZuZr28PCN+23XtFggHIX2yNtV2FI0DjTQNNWFSTPHbrn0+PLu0AUzOK+LbrqP+mERlpYqxy0q+E5Ft12UpKGbxWhsaGggGg7hcLrKzEyy8PAv0UtuOmh4CIdG4S8kVYDBDfwP0iCWbHGcOJcklhNUwu9vEQVSK2Ywj0nrtTlBeivpkxikv6R6i0UQNv7UDqDHLJwsLCzGbzbjd7o9kGZxEIpGcCilkJOeM0fNj4hhnmu+2Fs2sqptbRzO8dy/q8DCmrCysU6cIMc+An65GreuoMGZ+jBoOUxcxs5bMi5/CGZ0fM07bdXl5+Tlrd5yZm0y608KQL0hFY58YtDihMDILpmZj3H31Li69/DYa52VaBiuhkIn4ZJqO9cbtTyqaPQ8Uhe6mBoZ6xMF5pkw7xhQLBMP46sTdSiaTKWp+luUliURyISCFjOSc0D8cYH/kDTrOH6OqpzU/JnFZSYs5r7giTlQ0HtXegCcVunAki+bhzoY6PP19mK028qfPEGJhfyj6Bj3e/Jhz4Y/RMRgULpusia33Iz4igcnXaH+eTCBkciNCpjVeyLgihl9PRQVht7jPKbs0GbPNiNcdoLNR7DKyJyWTE2lHrz9UIcQURTnt8pJEIpGcb6SQkZwTtlV3EQqrlGU6KUyP2QXSfRL6GsBo0cooowiEA+xq0xY6JjT6RpaN6ZmH0TQe07uVxp7mWzhrDkaTWYj5avohpGJMs2KaJE7K7O/vp7OzE0VRzvn02ivKtQGB71cnEDJlEQN07VYIi+WcxTmLMSpGGgcbaRpsEmLmoiLM+fkQCOCO2YFiNBooiEzrTVRe0tuw9ddqNLoB2neiLy6mC5n6+vpTLpmTSCSSiUYKGck5Ydy2a72sVLRCK6OM4mDnQdwBN6nWVGZkiJmTYE8PvmOaidW5QhyopKoqjcd1o298VkXPMhQnWEugd+PYpqTFZXn0LENeXh6OM1jOdjpcMUUTMhWNfQx4A2Iwbz7YUsDXDy2ibyXJksScSdoQux2tO4SYoijRNmz3B+I8GRgpLyWaJ1MS6eSqP1SBGhZ9O9byVFAg0OYmNCCKlUmTJpGcnEwoFKKhoWGcZyyRSCQTjxQyknOCnmW4ckqCtQTRtuv4spLuj1mRuwKDIv44enZob9rWadMwZYhZl95WD55+P0azgZzJYtdR0O+n5bg2QK54jrizCcBb3aedN7JccTTnultpNAVpDkonOQmFVXbWxAgLgxFKI4syE5WXxvPJ6EJmWwIhEzH8tp7sj1tXkDt1GmabneGBfjrqa4WY0WnGnK8t2PRWi+UlRVFkeUkikVwwSCEj+dA0dHto7BnGZFBYVhpT5gkFoC5iRC27Ju6+0fkx+YnKSpqQcSbY06FnY/LKUzCNXsQItJw4RjDgx5mWTnq+uDQxNOgn2O4BBayTU4WYqqrRQW+lpWJn1bni8nLdJ5NgnkzZSu3PcQy/O9t2EoopPTmXL9PWFZw8SaCtTYilZNpJnmQjHIpfV2A0nWJdgV5ekusKJBLJBYwUMpIPzQcntWzM/MJUnNaYherN+8A/CPZ0yJ4jhPq8fRzuOgyMGFpHM+KPiY81HdeyBAXT49uu9SWRRbPnxZWOfJFsjDnPhdEpemc6Ojpwu92YTCYKC0UBdK64olwrvW1N6JO5RvuzcRf4hoTQ7EmzcZqd9Pv6Od57XIgZU1KwzdH2ncSWlxRFoWC8Kb9zx54nY5uSCkTWFcR0Pen+oY6ODgYGBmLvKpFIJB8ZUshIPjQfRN6ULy9PUFaqjWxnLr0KYnYd7WjbgYpKeWo52U5xXou/sZFAUxOYTDgWie3ToVCY5kj7tO4BGU3UHzNnflzsdMpKxcXFwjbYc8mKyRkYFKjpdNPSNywG08sgtUhbV1AvChKzwRydsZOovOSK+mTGWVcwzt6l5uNH49YVWIqSUSz6ugKxI8rhcJCXlwfIdQUSyYXI3XffjaIocUd1dbUQs1gslJeX88gjjxAMBsc837p16+LONX36dOE2Xq+Xe++9l4yMDFwuF3fcccdHMm9KChnJhyIcVtl+UmuDTihkajZpf5ZdHRfa1ap1K+n7hEajZ2Ps8+fFrSXoqBsk4A1hdZqYVOASYl73EO0ntfbpotmiP0ZVVW1RJGCLKSsBE15WAkixm5lboD12XPeSooxbXtJfpx0tO+Ji0Xky27fHGXdHrysY6o1dV5BHcmbWOOsKtGsdr7ykt6tLJJILizVr1tDa2ioc+u83PVZVVcVDDz3EunXr+OUvfznu+WbNmiWc6/33xdUpDzzwAK+//jovvfQSmzdvpqWlhU9+8pMT9vx0pJCRfCiOtw3S7fZjNxuZX5gqBv1urUwCCf0x+qTapTlL42LRslICf0xTxB9TMC1+LUHj0UOoapi0vAKSMkRhFewaJtTvB6OCJTK+XycUClFXV6dd6jluu45FN0QnnicTETLjGH73dexjOChmc+zz5mFwOAj19uI9dqbrCuYDY60rSAXGnydTW1sr1xVIJBcgVquVnJwc4TAajUKsuLiYe+65h9WrV/Paa6+Nez6TySSca9Kkkd+x/f39PPPMMzz66KOsWrWKRYsW8eyzz7Jt2zZ27Ij/8HUukUJG8qHYFvHHLCtLx2KK+XGq366VSVKKtA3Po+jwdFA3UIeCwsJssUVaDYfxjGP01f0xidquG6JlpfhuJd0fYy1OxmARDcLNzc34/X7sdvuEb2vVM1cfVHcRjvGeUHo1oEDnMRgUjbulyaVkO7IJhAPsbxfNudq6Ai1jM24b9rF4QaIv1Gw4dCAuZouU4Pz1A6hBMdNTUFCAyWTC7XbT2ZnAvCyRXIKoqkrAFzovx0R+YLDb7aecC1VVVUVeXh5lZWXcddddwviFvXv3EggEWL16ZHr79OnTKSoqYvv2+HL4uWRijACSjw1Rf8zkRGWlSFah7GqtbDIKfQje9PTppFjF9mlfZSWhvj4MDgf2OaJB2O8N0lajLU8smJ5IyIwYfWOJ+mMiWYbR6P6YkpISDIaJ1fcLi9JwWIx0u/0cbxtkZt6o7JAjHXLnQWuFVpab99loSFEUVuSt4NXqV9neuj2u08u5YgVD772nta1//WtCrGB6GnverKO5shdVVQUTdOGsuUBkGvJAP47kke+HKcuBwWUmPBTA3zAQLTWB9umsqKiImpoaampqyMrK+vAvjkRygRP0h/nN320+L4/99X+9GrPVeOobRnjjjTdwuUbK72vXruWll14SbqOqKhs2bGD9+vXcd999Y55r2bJlPPfcc0ybNo3W1lZ++MMfcuWVV3L48GGSkpJoa2vDYrGQmpoq3C87O5u2mG7Kc43MyEjOGn8wzM5arVRxWXn8dN2o0TdBWWlP2x5gjLLSNk29O5YuRTGLnUWt1f2EQypJGTaSY6byDvZ00dPShKIYKJw5V4ipYRXfSU0AxbZdw4g/ZqLLSgAWk4FlpVqG5P3qBJmM8cpLuePMk4kskPTs20c45pNVTmkKRrMBz4Cf3laPEHMkp5BZVAJA45FDQkxRlOjr5T0pbt+GET+RLgQlEsmFw8qVK6moqIgeTzzxRDSmixybzcbatWu58847WbduHVu3bsXlckWPF154AdBE0Kc//Wnmzp3LDTfcwJtvvklfXx9//OMfz9fTiyIzMpKz5kBTHx5/iHSnhRk5oucEdxe0Rd4U9UFvo9AzMktzx/PHxJuAo9N8p8dP5dWzMdllk7G5RBNwoHkI1RtEsRmx5CcJMb/fT2NjI/DRCBnQyksbKzt5v7qbr18VM3yvbCW8/5iWkVFVIZu1LFcTK5W9lXQNdzHJPpIJs5SXY8zIINTdjffAARxLRjaJG80Gcien0HS8l6bKXtLzRAN14ex5dDbU0XC4gmkrxDUStvJUhg90aqW564rFSy0rY8OGDdTV1REKhaL1d4nkUsVkMfD1f41vXvioHvtMcDqdY+6MW7lyJU899RQWi4W8vLxop+bixYupqKiI3i47Ozvh/VNTU5k6dWrU7J+Tk4Pf76evr0/IyrS3t094uV5mZCRnjV5WWjE5A0OM6TaajcmaBS6x5NDmbqNxsBGjYmRhluiPCfv9ePbuBcCRyB8T8XgUJGi71v0xReO1XZelohhjBFBDA+FwmOTkZNLT4887EVwZWay5q7Ybb0AccEfhMjDZYKgNOkTjboY9g2lp07T7Rrq+dBRFwblMEzr6MMHR6KU43Sw9mqLZWgar8cjBuJiekfE3DhL2ideam5uL1WrF5/NNePpYIrkQUBQFs9V4Xo7YD28fBl3kFBUVCeMm7HY75eXl0SMpKSnh/YeGhjh58iS5ubkALFq0CLPZzIYNG6K3qayspKGhgRUJfpefS6SQkZw14/tjxi4r6dmYmRkzcVnEzMlwRQXq8DDGSZOwTpkixDwDfrqbtUFx+jJEHVVVhUF4sUTbrhP4Y0aXlc7lL4rxmJrtIjPJijcQZl9DjAHXbNP2UgHUbY27r56V0V/H0TgiWSz3zp1xsYJpmkhrqeqLMxkXzJiDYjDQ29rCQJdY7jKl2zCmWSGs4qsTy0sGg4GSkhJAzpORSC5l/v7v/57NmzdTV1fHtm3buP322zEajXzuc58DICUlha9+9as8+OCDbNy4kb179/LlL3+ZFStWsHx5fHb9XCKFjOSscPuC7G/oA0a2OgucxvyYxTmL48+rl5WWL48TFU2VWiZhUqELe5JFiPU0NzHU24PJbCF/2kwhpgZC+Oq16bPn2x+joygKl03WfEU7InN4BPRyXO2WuNB4QsYZ+YUxfOAAYY/ohckscmGxGfF5gnQ1Dgoxq8NBTpkmHMfLyvhO9sVfqvTJSCSXPE1NTXzuc59j2rRpfOYznyEjI4MdO3aQmTmyKPixxx7j5ptv5o477uCqq64iJyeHl19+ecKvTXpkJGfFrroegmGVgjQ7RRkxW6J7aqGvHgwmKI7foTTe/Jhx2671slLCtQQVAORNn4nJIoocX90ABFWMyRZMmaJB2OPxREsiEzkILxGXTc7gzxUtbDvZzYOxwdKIAKzbCuGQtlQywsKshRgVI42DjbQOtZLryo3GzAUFmPPyCLS04Nm7D9eVI34Xg9FA3tQ06g520VTZS1ax6GsqnD2X1upKGg4fYNbV4oJPW3kqnj3tUcP0aHQB2NDQQDAYnLCpyBKJ5PR57rnnzio2Fi+++OIpb2Oz2XjyySd58sknz/j8HwaZkZGcFR9UjVNW0v0x+YvBKtZXm4eaaXG3YFJMcf6Y0OAgw4c0g3Cs0VdVVcHoG0v9OG3XvlFrCWKzPHoWITMzc8xa8ESxokx77Soa+/D4Y0aD584DSxJ4+0dM0xFcFhezMmYB8VkZRVGi82Q8OxP4ZCIluebj8fNk9Neu4cjBuHkVekYm0DJE2BMQYpmZmTidToLBIE1NTWM+X4lEIpkIpJCRnBUfRMohCduux/PHRMpKsybNwmEWMzme3bshFMJSXIw5ssdHZ6DLy1CPD4NRITdmT1I4FKLpqPZmn3C/UqQcYp0SL4DOR1lJpzDdTn6qnWBYZXddjLAwmqBE25+UqLykd3slLi+d2vDbUt1HKGbAXd60GRhNJoa6u+htbREvJ8mCKcsBKvhqxKyMoiiyvCSRSM4bUshIzpjuIR/HWjXPyWWxGZlweNT8mHh/zPhrCbQ3XkeCbdf6ksjskuS4gVDtNdX4PG6sTidZpaIgCQ8HCUQMwrYycfAejLzxftRlJRB9MtvP0Cejv347W3fGZU8cy7SMjPfoUUL9ouhIz3ViTzIT9IdprxO3VpstVvKmzgCg8Uj8lF/rZO310zvAhEuNvH7S8CuRSD5qpJCRnDHbIm+603OSyEyyisHOY+DpBrNDKy2NQlXVaAZB3+Q8Gvd2bbR+In9Mc6UmZPKnxWdVot1Ks+ZhMIgix1fbDyqYJtkxpojX2tfXR09PD4qiRDtvPmpWRIVMgr1LJVdqfzZsh5BYzpmfNR+TwUS7p53GwUYhZs7OwlJWBqqqZblGoRgU8qdGykuV45SXDscbfvV1BYkMv3pGq7m5GZ/PF/9cJBKJZIKQQkZyxuj7leKyMQC1kXbhouVgEk23jYONtHvaMRlMzM+aL8SCXV34q0+CogiD3EATQFEhMzU17iHr9fkxifwxkTKINUE2Rs8e5OfnY7PZ4p/LR4AuZA419zPgFcUK2bPBngb+IWgRdyvZTXbmZWrPd2dbfKt1tLy0Iz6mi8GmBD6ZwtE+mZgt2tbSFFAg2DlMqF8UK2lpaaSmphIOh4X9KxKJRDLRSCEjOWM+qNYyMldMSeCP0eeelFwRF9KzMXMnzcVuiukeimQOrNOmYUoTsy79HcO4+/0YTAo5MYIk6PfTeuI4oHXdxKJnD/SyyGjOZ1lJJzfFTukkJ2EVdtXEDKozGEayMnq5bhTLciJt2K0J5sksG8fwG/HJtNX0E/CLA+5yJk/BbLPjHRygs6FOvByHGXO+NvfHWxPfvSR9MhKJ5HwghYzkjGjq9dDQ48FoUFhaGiNkwmGoe1/7e0n8WgLdH5OwrLRLezN2Lov3zjRFsjE5pSmYYrZWt1WfIBjw40xNIz2vQLwcT4BAmxtAWHYIWpanrq4OOL9CBkayMtvG9cnED8YbbfiN88ksXQKKgq+qmmDMZuqUTDuuNCvhkEpbtShIjCYTBTO0jqhx58lIn4xEIrlAkEJGckbsiGQN5uSn4LLGzAtpPwzePrC4IG++EFJVdfz5MTs1IeNYGh/Tjb4J/TGRN9uCmXPiWqt9NRF/TJYdY+wAvZ4eBgcHMRqNFBYWjvFsPxqiht+acYRM404IeIXQnElzsBlt9Hh7ONl3UoiZ0tKwzpgOgHtnfIu23obdlMgnE9mGrXuPRmMbNRgvVjzpQqatrQ1PzDA+iUQimSikkJGcETsib7bLy8YpKxUtB6O4tbpuoI7O4U4sBgvzskQvS7CzE39NjeaPWRxvEG4+0QdAwbTUuIfU264LZ86Ji434Y+Lvp5c/CgoKMMds2P6o0V/LY60D9LjFrdVMmgqubAh6oUk07lqMFhZkLQDG8MmMU17KH2fvku6TaTx6mFBQnG9jKUkGo0Koz0eoRxRWSUlJ0SmferZLIpFIJhopZCRnhC5k9HKIQLSsdGVcSM/GzMuah9Uodg9F/TEzpmNMEb0sva0ehgf8GM0Gskvi/TEtVRF/zKx4f0x0fkwCo6/+Rnu+upVGM8llZVq2NoxvZ2xWRlFGXs8Ee5ei5aUEPpnxDL96RqazYRBfzIC7rOJSbK4kAt5h2muqhZjBYsRSqF3reG3Y0icjkUg+KqSQkZw2jT0emnqHMRkUFhfHlHnCIaj7QPt7abyQibZdZyfwx0RKH84lY5eVcienYDSLP66tVccJBQI409JJyxUH6IWG/ATbtfJGrJAZ7Y+5EIQMnK5PZux5Mnva9xAKi8Zd+6LFYDQSaGzE39QsxFxpNlKzHaiqtkRyNIrBQOEsLcOVqLwk9y5JJBc+d999N4qixB3V1dVCzGKxUF5eziOPPEIwJgMbS3NzM1/4whfIyMjAbrczZ84c9uzZE42rqsrDDz9Mbm4udrud1atXU1VVNdFPVQoZyemjZ2PmFqTgjPXHtB0CX782Vj9HLB2N9sckMvp6IkZfRwKj70jbdbw/pnFUWSnOH1OrlZVM2Q6MLtEf093dzdDQEEajkYIC0SB8vlhxOj6Zpj3gdwuhmRkzcZqdDPgHqOytFGJGlxP7HE2QJCwvjeuTiZSXEgzGG5kn0x/nk9GFYVdXFwMDA0gkkvPHmjVraG1tFQ79w4Yeq6qq4qGHHmLdunX88pe/HPNcvb29XH755ZjNZt566y2OHj3K//t//4+0UV2mv/jFL3jiiSf49a9/zc6dO3E6ndxwww14vd4xz3sukEJGctpsPx1/TPFl2nj9UdT019Dj7cFqtDI3UywBBTo68NfWJvbHhEf8MYmMvo3j+WMiyw1tCbZd69mYC8Efo7O8NANFgeqOIToGYv7Tp5VASiGEA9AgChKTwcTibO11S9iGPd66gnHnyWjfp+bKYwT9om/HUpiEYjYQdgcIdoimXrvdTm6utsSyvr5+rKcrkVy0qKpKwOs9L0fsB4dTYbVaycnJEQ6j0SjEiouLueeee1i9ejWvvfbamOf6+c9/TmFhIc8++yxLly6ltLSU66+/nsmTJ0dfl8cff5zvf//73HrrrcydO5ff/e53tLS08Oqrr5716306yDW1ktNCVVV2RjqWEgoZvT14nLLS/Kz5WIxidsSzS8vU2GbMwJgsbmPuaXXjdQcwWY1klYgLHQN+38j8mFmJjL59wPj+mPPddj2aFIeZWXnJHG4eYHtNN7fOzx8JKoqWlal4QSsvlYubqZfkLGFz02Z2tu3k7tl3CzHn8uV0//ppPLu0Fu3RmSt9uGBPi5vhQT/2UZ1d6XkFOFPTcPf10lZ9goKZs0cux2TAUpyMr7oPX00/5myn8JglJSW0trZSV1fHnDnx3xuJ5GIm6PPxxJc+dV4e+zu//V/MEzS80263092dICMc4bXXXuOGG27g05/+NJs3byY/P59vfetbfO1rXwO0cnJbWxurV6+O3iclJYVly5axfft2PvvZz07IdYPMyEhOk6beYZr7Iv6YkpjsSCiojdGHhIPwxm273jV227Ve8sibnILRGOOPOVFJKBjElZZOak6MP2bQT7BjGJTE/hjdv3Gh+GN09EnJCfcuRQfjxftkluVqWZd97fsIhEXjrn3+fBSzmWBHB4GYDIk9yUJ6niZC4nwyikJBJNOlZ75Go7+usQskYeR1lZ1LEsn55Y033sDlckWPT3/603G3UVWVd999l/Xr17Nq1aoxz1VTU8NTTz3FlClTWL9+Pffccw/f+c53+O1vfwtoYxcAsrOzhftlZ2dHYxOFzMhITgv9zXVeYSoOS6w/5gD4BsCWAjli6Sishk9PyIzjj8lLsJZAf3NNPD+mDwBzjhODQywddXV14Xa7MZlM5OfncyGxoiyD32ypGcPwGxEyrRXg7dde6whT06aSYk2h39fPka4jwvoHg82Gfd48PHv24N61C0uMeMufmkZPi5vmE31MXpglxApnzqFy2xYajx5iBZ8TYiNCpi8u01NUVARoXqSBgQGSYzJtEsnFjMlq5Tu//d/z9thnwsqVK3nqqaei/3Y6R7KnusgJBAKEw2E+//nPs27dOrZu3cratWujt3v66ae56667CIfDLF68mJ/+9KcALFiwgMOHD/PrX/+aL33pSx/ymX04pJCRnBbRtuvxykrFl0PM0saq3ir6fH3YTXZmZcwSYoH2Dvx1dWAw4Fi0SIipYTWaJUjoj4kMwkvUdj3efqUL0R+js6Q0HaNBoaHHQ1Ovh4I0x0gwpQDSJ0PPSajfBtNGftEYFANLc5byTv077GrbFbfHyrF0KZ49e/Ds2k3aZz4jxPKnpnJoU1O0O2w0esmu9cRxgn4/JstI6clSoPtkggQ7PEJ5SffJtLa2Ul9fL8tLkksKRVEmrLxzrnE6nZSXlyeM6SLHYrGQl5eHyaTJgcWLF1NRURG9nZ5hyc3NZebMmcI5ZsyYwZ/+9CcAcnJyAGhvb4/65PR/z58//1w9pYSc19LSli1buOWWW8jLy0NRlDhDUKL2sTVr1pyfi/0Yo6rqKYy++vyY+LLSnnatNW9B1gLMMUPy9GxMIn9MV9MQPk8Qs81IVlGMP8bnpa1a69BJ6I+JGH2t4xh9L7SyEoDLamJegSa+EpaXSscuL+ndYLofaTR62U73yYwmb0oqMOKTGU1abj7O1DSCAT+t1WJHlO6TAVlekkguRnSRU1RUFBUxoH0QKS8vjx5JSdrv38svv5zKSvH3wIkTJyguLgY0z2FOTg4bNmyIxgcGBti5cycrVqyY0OdyXoWM2+1m3rx5PPnkk2PeJrZ97H/+538+wiuUADT0eGjt92I2KiyKnR8TCozyxyQw+kY6acZtux5nLUFeeSqGWH9MVcQfk55BanauEAsN+Ah2RfwxpWPPj7mQjL6jGbcNe7zBeJGyXUVHBf6QKEjs8+d9eJ/MkbPzych5MhLJpcEDDzzAjh07+OlPf0p1dTW///3v+c1vfsO9994LaL8v7r//fn784x/z2muvcejQIb74xS+Sl5fHbbfdNqHXdl6FzNq1a/nxj3/M7bffPuZtYtvH0tLiywySiUUvK80vTMUes7SRlgrwD4EtFbJnC6GwGo5mZBL5Y9y7tImzZz0/ZtbceH9MJBtjznNhsIuV087OzgvWH6Ozokwz/O442R3faqkLmbbD4BFXC5SllJFuS8cX8nGoSxQduk8GRpZzjkZ/jfVW99Hore1N4xp+4/cuFRUVoSgKPT09cp6MRHIJsGTJEl555RX+53/+h9mzZ/OjH/2Ixx9/nLvuuit6m3/8x3/kvvvu4+tf/zpLlixhaGiIt99+G9sEl+Iu+K6lTZs2kZWVxbRp07jnnnvGbQ8D8Pl8DAwMCIfkw6GXOcadH1NyBRjEH6fKnkoG/AM4TA5mZoi11UBbG4H6hoT+mHAoPMofkxr3kFF/TIL5MaezlqCwsFBIpV5ILCpOw2xUaOn30tgzLAaTsmHSNECF+g+EkKIop1le2h0X09uwx/PJtFQdj58nE+OTGY3dbo/WzGV5SSL56HnuuefGnN8yXmw8br75Zg4dOoTX6+XYsWPR1msdRVF45JFHaGtrw+v18u677zJ16tSzuPoz44IWMmvWrOF3v/sdGzZs4Oc//zmbN29m7dq1hEKhMe/zs5/9jJSUlOhxvjcbX+yoqhrdeJ3Q6BsVMmPPj1mYvRCTQRQO+n4l28yZGJNED0xn4xB+bwirw8Skwnh/TGvVCeAUiyIvMn+Mjt1iZH5hKgDba7ribxD1yYxdXtK7xEbzYX0yoUBA+mQkEskFyQUtZD772c/yiU98gjlz5nDbbbfxxhtvsHv3bjZt2jTmfb73ve/R398fPRobGz+6C74Eqev20DbgxWI0sDDWHxP0j0yaTTAIb7y2a/fOU5eVcstTMRjE0lHLieOEQ0GSMjJJyc4RL6fPq21kNoC1RDQPX4j7lcZCF4yJ58lEDNW6wXoUekbmQMcBfCGfEPswPhm9M2xcn0yCvUtSyEgkko+CC1rIxFJWVsakSZOorq4e8zZWq5Xk5GThkJw9UX9MUSo2c6w/Zj8EPGBPh8wZQigUDrG3fS8w1vwYTeQ4xzH6FiRsu9bXEswe2x+Tn4TBFu+P8Xg8F7Q/Rmf5KMPvmD6ZjiPgFjM2JcklTLJPwh/2c7DzoBCbcJ9MbT9qWPpkJBLJR89FJWSampro7u4WetQlE8uOcduuI23ACfwxx3uOMxQYIsmcxPT06UIs0NpKoKEBjEbsMf6YUChMS7UmSBL6Y/RBeAnXEkT2KyXwx+jdM7GthhciC4vSsJgMtA/4qO0Sl0TinARZEb9RTFZmonwyeueS9MlIJJILkfMqZIaGhqioqIgO36mtraWiooKGhgaGhob4h3/4B3bs2EFdXR0bNmzg1ltvpby8nBtuuOF8XvbHBlVVRxl90+NvEN2vdFVcSH8jXZS9CGPMkLzo/JhZszC6XEKss36QoC+EzWkmI0+MBbxe2qo1f0xRokF4utH3IvXH6NjMRhZEfDK6P0kgWl4a2yeTcIHkWftk8nCmpY/tkymRPhmJRHL+OK9CZs+ePSxYsIAFCxYA8OCDD7JgwQIefvhhjEYjBw8e5BOf+ARTp07lq1/9KosWLWLr1q1Yz3BMs+TsqO1y0zHow2IysLAo1h/jg8bIm2WCQXi6kEk0P0YvbTiXxseaRq0lUGL8Mc0njmn+mEmZJGeK+zyCPV5CfT4wKFEDqk44HI5uYr4YhAyc7jyZsX0yh7oOMRwUu54+lE/mtObJ9MXFpJCRSCQTzXkVMtdccw2qqsYdzz33HHa7nfXr19PR0YHf76euro7f/OY3cQupJBOH/ia6oDCBP6Z5LwSHwZkJmTGlo3CAfe37gLEG4WmljYSD8MaZH6N7NAoT7VeKZGMsBS4MVvFadX+M2WwmL09cMHmhMtrwG++TuQJQoPM4DHUIoaKkIrIcWQTCAQ50HhBi58In03j0YFzMWpYKJPbJFBcXS5+MRCKZUC4qj4zkoyXadj35FGsJYkTF0e6jeIIeki3JTEufJsQCLS0EGhs1f8zCGH9MMEzbyXH8MUdGhEwsp9N2fTH4Y3TmF6ViNRnoGvJxsnNIDDrSR4YPxpSXFEU5zfJSAp9M5DUfzyfTWlUZ75PJd43pk7HZbFFPm8zKSCSSieCMhYzb7T71jSQXPdr8mHGMvrWjjL4x6G3Xi7MXY1DEHzE9E2CbPQujyynEOuoGCAbC2JPMpOeKMb93mLaTkfkxMf4YVVWjZY1Eg/B0o+/FUlYCsJqM0XUQ28f1yYxdXko4T2bZMuBD+mSqjgsx6ZORSCTnkzMWMtnZ2XzlK1/h/ffjf4FKLh1OdrrpHPRhNRmiA9qiBLyj/DHxRt/o/JjcM2277gMgb0paXOmopfIY4VCI5MwsUrLE8mKox0uo3w/GS8Mfo6OXl3aMu0Ay3vCrC5nDXYfxBGI6iebPQ7FYEvtkXBYy8jUBGVteEnwyp1hXEIsUMhKJZCI5YyHz/PPP09PTw6pVq5g6dSr//M//TEtLy0Rcm+Q8omdjFhalJfDH7IGQD1zZMGmKEAqEAuzv2A+M4Y/RB+EtXRYX00saeivwaBqPnrqsZClMwhCzC6qjo4Ph4eGLyh+jo5f0diSaJ1N8GaBAdxUMtAqhAlcBuc5cgmqQio4KIWawWsf1yeRFfDItidYVjCtkUoFTz5Pp74/P2EgkknPP3XffjaIocUd1dbUQs1gslJeX88gjjxAMBsc8X0lJScLz6UsjAbxeL/feey8ZGRm4XC7uuOMO2tvbJ/y5nrGQue2223j11Vdpbm7mm9/8Jr///e8pLi7m5ptv5uWXXx73hZBcPGwft6w0ar9STObkcPdhhoPDpFnTKE8tF2L+pmYCzc1gNOJYuECICf6YRIsi9f1KidqudX/MOPuVioqKMBqNcfELmbkFqdjNRrrdfk60x/hk7GmQG3ktznaezM5Eht9UAJpjOpfg3Phk6mOyQBKJZOJYs2YNra2twlFaWirEqqqqeOihh1i3bh2//OUvxzzX7t27hfO88847AHz605+O3uaBBx7g9ddf56WXXmLz5s20tLTwyU9+cmKfJB/C7JuZmcmDDz7IwYMHefTRR3n33Xf51Kc+RV5eHg8//DAej+fUJ5FckKiqys6IkEls9B1nv1LEYLo4J94fo+9Xss+ejcE5tj8mLdchxDR/TBUABTPEDdun8sfoQkb/z3sxYTEZWFyiibod47Zhj11e2t1+9nuXPANn6ZOR6woklzCqqhL2h87LEZeZPQVWq5WcnBzh0D/Q6bHi4mLuueceVq9ezWuvvTbmuTIzM4XzvPHGG0yePJmrr74agP7+fp555hkeffRRVq1axaJFi3j22WfZtm0bO3bsOPsX/DQ46xaO9vZ2fvvb3/Lcc89RX1/Ppz71Kb761a/S1NTEz3/+c3bs2MFf//rXc3mtko+Ik51DdA35sZoMzCuMEQeBYWiKvDkmEDL6G+e4ZaVlicpKfcAY/pjjR1HDYZIzs8f3xxTF+2MupkF4iVhelsHWqi62n+zmS5eViMGSK2H7r8YdjHek6wjugBuneUQ4Rn0ynZ346+qwjhJ5uk+mu9lNS1Uf5YuyojHdJ3P8g800Hj0Ulx2zlqXgq+rDV9OP63JxDURJSQnbtm2TQkZy0aMGwrQ8vO28PHbeI5ehWCYms2y32+nuTvCBKQF+v5/nn3+eBx98MPr7eu/evQQCAVavXh293fTp0ykqKmL79u0sX758Qq4bziIj8/LLL3PLLbdQWFjI73//e771rW/R3NzM888/z8qVK/mbv/kb/vznP4+72FFyYaNP811ckobVFPOfpmk3hPyQlAsZk4WQP+SPejIS71fSsjUJ58eM449p0P0x46wlSOSPaW9vx+v1YrFYLtq1FlGfTG034XCsT2YFKAboqYH+ZiGU58oj35VPSA1FZ/rojPbJJGrDlj4ZieTS4I033sDlckWP0WUgHVVVeffdd1m/fj2rVq06rfO++uqr9PX1cffdd0e/1tbWhsViITU1VbhtdnY2bW1tH+ZpnJIzzsh8+ctf5rOf/SwffPABS5bEf+oGyMvL4//8n//zoS9Ocn7Q58csLz2z+TEHOw/iC/nIsGVQllImxPxNzQRaWsBkwrFgvhA7lT+m6XTmx1xi/hidOfkpOC1G+jwBjrcNMjNvVNbJlgK586Fln5aVmfdZ4b5LcpbQXN3M7rbdXFkgZs8cS5fi2b0bz65dpN35GSGWPzWVQxubTssnY7JYorGoT8aj+WTMOSNZIN0n09LSQl1dHfMiQkoiudhQzAbyHrnsvD32mbBy5Uqeeuqp6L+do0r6usgJBAKEw2E+//nPs27dOrZu3cratWujt3v66ae56667hPM+88wzrF279oJpoDhjIdPa2orD4Rj3Nna7nf/7f//vWV+U5PwhzI8ZdxBegrJS20hZKbY8pJeV7HPmnJk/ZthDW43mj4nNyJyuP+ZiLSsBmI0GFpeks/lEJ9trukUhA5qgHEPILM1ZyqvVryaeJ7N0KTz5ZNQnM/r7FeuTcSSPiBXdJ+Pu7aHlxHGKZo+Ul3SfjK+qD9/JPkHIgPZ9kEJGcrGjKMqElXfONU6nk/Ly8oQxXeRYLBby8vKiw0IXL14c3X8IxE3Tr6+v59133+Xll18Wvp6Tk4Pf76evr0/IyrS3t0eXx04UZ1xaSkpKoqOjI+7r3d3dF+2nXskIVR1DdLv92MwG5hWkikHBH3Nm+5XGLyv1AYn9Mc0Rf0xKdg7Jk7KE2Kn8MXqHzMVo9B3N6DbsOPSFnePMkznac5RB/6AQi/XJCLFR82TG3bs0XnlJDsaTSC5odJETO/HcbrdTXl4ePZKSkoT7Pfvss2RlZXHTTTcJX1+0aBFms5kNGzZEv1ZZWUlDQwMrVqyY0OdyxkJmLNe0z+fDMirNLLk40d8sFxenYzHF/Hg07or4Y/IgXSwdeYPe6G6fWCGjqiru3bqQiRc5EzE/ZrQ/ZqI/DUw0+mC8nTXdhGJ9MkXLQTFCXz30NQihHGcORUlFhNXwufXJRDJjTeMNxhvHJ9Pb2yt9MhLJRUg4HObZZ5/lS1/6Uty6l5SUFL761a/y4IMPsnHjRvbu3cuXv/xlVqxYMaFGXziD0tITTzwBaJ/I/vM//xOXyxWNhUIhtmzZwvTp08e6u+QiQTf6nul+pYOdBwmEA2TaMylJLhFigaYmgi2tYDbjWHCG82NOQ8iMt5aguLj4os8UzspLJslqYsAb5FjrALPzRz1faxLkLdCGFNa9D/M/L9x3Sc4SGgYb2N22m6sLrxZiZ+uTKYz6ZI4T8PswW0a20VsKpE9GIrlUeffdd2loaOArX/lKwvhjjz2GwWDgjjvuwOfzccMNN/Dv//7vE35dpy1kHnvsMUD7dP3rX/9aeHOwWCyUlJTw61//+txfoeQjIxxW2VmrGX2XlabH32C0kIlhdFkpzh8TKSvZ58zBEOOvah/HH+PzeGivqQZGTKY6Hwd/jI7JaGBJaTrvHe9g+8luUciAtq6geY9WXkogZP5U9aexB+OdhU8mNScPV1o6Q709tJ6oFH0yRumTkUguBJ577rmzio3H9ddfP+4sG5vNxpNPPsmTTz55Vuc/W067tFRbW0ttbS1XX301Bw4ciP67traWyspK1q9fz7IE80EkFw8nOgbpcfuxm43MjfXH+D3amyWMuyhy/Lbr+LKSXrpI6I+pPIIaDpOanUvypEwhFuo+PX/MpSBkYNTepVMNxov5JaOX+Y73HKffJ5ZzTu2T0bKuiXwyBdInI5FILhDO2COzceNG0tLiSwCSi58do+bHxPljovNj4v0xw8FhDnZpKwRihYyqqrgjo/Cd4wzCS+iPibRdx2ZjYHx/TFtbGz6fD6vVetHOj4lFL/Xtqu0hGAqLwaLlYDBBfyP01gmhLEcWJcklqKhn7JPRvyfSJyORSC5kTqu09OCDD/KjH/0Ip9PJgw8+OO5tH3300XNyYZKPnuj8mET7lcbxx+zv2E8wHCTbkU1BUoEQCzQ2EmxrA7MZ+/z5QiwUOMX8mMibZFHCQXh9wPhlpeLiYgyGs97CcUExIzeZZJvmkznSMsC80RvJLU7IXwSNO7XvU7rYpbUkZwl1A3XsatvFyqKVQmx8n0waBz+kTybQ7sGSK/pk8vLyaG5uluUliURyTjit3/L79+8nEAhE/z7WMbr3XHJxEQ6r7KgdZ1GkLmRKx54fszRn6dj+mLlzMdjtQqy9fjx/jJv2mpPAWP6YUw/Cu1TKSgBGg8LSyIDC7We4d0nPko05T4Yz37uk+2RCwSCtJyqFmO6TgRHBKVyqLC9JJJJzyGllZDZu3Jjw75JLh8r2Qfo8ARwWI3MLYsTBafpjEs2PGSkrxXtnxvXHHD+KqoZJzcklKWOSEAt1ewkNfHz8MTorJmfw7rF2dtR0882rxfUQlF4JW/9FM/yqqpA1W5yzGIDK3kr6vH2k2lKjsfH2LtlcZjLyXXQ3DyXcu1Qwau/SaMMvaD4ZzfDbT1KCvUsffPCBFDISieSccMZ59+eff15utr4Eic6PKUnHbIz1x0TmxyTnQ5pYtvAEPBzpOgLA0tx4f8zpDMJLuF/piOa5OdP5Ma2trVF/zMU+PyYW3fC7u7aHQKxPpmApGC0w2KLtXhrFJPuk6MqIve17hdjp+mSax/HJNEa+V6PRM2X+uvF9Mn19fYmeqkQikZw2ZyxkHnjgAbKysvj85z/Pm2++SSgUmojrknzE6PNjlpedou06JnOyr2MfQTVIviuffJf4yTvQ0ECwvR3lQ/hjYjcsw8fPH6MzPSeJVIcZtz/EoeYYo6zFAfla5iVReUnPliVsw46YsHXRORr9e6OLztEUjtq7FPB5xcspcKFYIj6ZNrcQs1qt0R0tMisjkUg+LGf8m761tZUXX3wRRVH4zGc+Q25uLvfeey/btp2fteaSD8/o+TErTmX0jWG8tQTuyH4l27y5GGw2ITaeP8brHqKjVssqxGZkRH9MavylXoL+GB2DQYnO99GFp4DuX0qwrkD3ySSeJ6N97xL6ZKamggK9rWP4ZNIzCIeCtJw4LsQ0n0yke0m2YUskkgnkjIWMyWTi5ptv5oUXXqCjo4PHHnuMuro6Vq5cyeTJk099AskFx/G2QfqHAzgtxvhha34PNI3jj2kd2x+jlyqcS+Pbrsf3xxxBVcOk5ebjSheFleiPEXeAhEIhGhq0Mf2XopCBs58no/tkqvuq6fH2CDH7vLHnydic5ug8mdjykqIo0YyZ3io/mmgbdgIho++/kkJGIpF8WD5U7t3hcHDDDTewdu1apkyZIn8pXaRsP5U/JhxI6I8Z9A9ytOcokHh+jL7x2nHG82POzh+jz4+x2WyXnD9GZ8Vkzfi8p64XfzDWJ7MEjFYYaoeuKiGUbkunPFXbgrunbY8QM1it0dKfZ2d8xqZALy9VJvDJzBzbJ2ObnApo37NYn0xhYSEGg4G+vj56e+PPK5FIJKfLWQkZj8fDCy+8wI033kh+fj6PP/44t99+O0eOHDnX1yf5CNA/3Z/pfqX9HfsJq2EKkwrJcYrCwV9bR7CzE8ViwT5fnBVyKn9M45HDwIiZdDQfV3+MztRsF+lOC8OBEAeb+sSg2QaFEUE5Thv2mOsKGMMnMy0VGMMnE8nItJ08QcAr+mTMeS4UqxHVGyTQKn0yEslHyd13342iKHFHdXW1ELNYLJSXl/PII48QDAbHPF8oFOIHP/gBpaWl2O12Jk+ezI9+9COhHK2qKg8//DC5ubnY7XZWr15NVVXVmOc8V5zxb/vPfvazZGVl8cADD1BWVsamTZuorq7mRz/6kVwaeRESDqvsqj2dQXjx82N2tWpveuOtJbDPn4/BahVi4/ljhocG6ajX/DHjz49Jjb/US9gfo6MoStSQndAnc9bzZLTSoDuBTya3PBUU6Gv34O7zCbGUrGySJmUSDoVorjwqXqtRwTrOPBlZXpJIJpY1a9bQ2toqHPr/Oz1WVVXFQw89xLp16/jlL3855rl+/vOf89RTT/GrX/2KY8eO8fOf/5xf/OIX/Nu//Vv0Nr/4xS944okn+PWvf83OnTtxOp3ccMMNeGM+5JxrzljIGI1G/vjHP9La2sqvfvUrVqxYMRHXJfmIONo6QP9wAJfVxOw8cSbLqfwx4xl9Pbv0stIZzo85dgRUlfS8AlxpYgfVqfwxl+r8mFh0n0zCwXi64bfu/TifzKLsRSgo1PTX0DXcJcTs8+ejWK2Eurrw14jt2zanmcxC7fVO6JMZp7xk1ctLJ8c2/NbW1o67iE4iuZBQVRW/339ejjP9f6KPoRh96Auf9VhxcTH33HMPq1ev5rXXXhvzXNu2bePWW2/lpptuoqSkhE996lNcf/317Ip8aFVVlccff5zvf//73HrrrcydO5ff/e53tLS08Oqrr5716306nPb2a50XXnhhIq5Dcp7Qy0pLStIwxfpjGndG/DEFkFYihPp9/Rzv0TpVYoWMqqq4o0bfM5sfE/XHJGy7Hn9+jN/vx2azkZ2dneCZXjroJcC99b34giGsplGvRf4iMNnA3QmdlZA1kiVNtaUyNW0qlb2V7Gnbw5rSNdGYwWLBvmABnh07cO/ciTXGuJ8/NZXOhkGaT/QxdalYRiycNZejW94bY4GkuHdJMYwIV90nMzAwQG9vL+npCVr/JZILjEAgwE9/+tPz8tj/9E//hMViOfUNzwK73U53d4IPRxEuu+wyfvOb33DixAmmTp3KgQMHeP/996NriWpra2lra2P16tXR+6SkpLBs2TK2b9/OZz/72Qm5bjhNIfPEE0/w9a9/HZvNxhNPPDHubb/zne+ckwuTfDSc7X6lve17UVEpSS4hy5ElxPwnTxLq6kKxWrHNO0N/THR+jPTHjMXkTBeZSVY6B31UNPSxbPT3zmSFwmVQu1krL2WJ5d4lOUuo7K1kV9suQciANn3Zs2MHnp27SP/854VY/rQ0Kt5tHNfw23ayCv+wB4t9pFxoznOh2Iyo3hCBliEsBSOZNIvFQn5+Po2NjdTV1UkhI5GcY9544w1cLlf032vXruWll14SbqOqKhs2bGD9+vXcd999Y57ru9/9LgMDA0yfPh2j0UgoFOInP/kJd911F6A1WwBxHySzs7OjsYnitITMY489xl133YXNZuOxxx4b83aKokghcxERCqvsPJ39Sme6lkD3xyxcgCHm08O4/pjBATrrawE5P2Y8NJ9MBq8faGF7TbcoZEArL9VuhtotsPRrQmhJzhKeP/Z8Yp/MqMF4ajiMMkoQ5panoijQ3znMUK8XV9rIXKCUrGySM7MZ6Gyn+fhRShcsHrlWg4K1NAXvsR58J/sFIQOaT6axsZHa2loWLlx41q+JRPJRYTab+ad/+qfz9thnwsqVK3nqqaei/3Y6Rxa46iInEAgQDof5/Oc/z7p169i6dStr166N3u7pp5/mrrvu4o9//CMvvPACv//975k1axYVFRXcf//95OXl8aUvfenDP7kPwWkJmdra2oR/l1zcHGsdYNAbJMlqYlacP8YNzZFx9uMImYRGX32/UoKy0nj+mKZjWrdSRkERjpRUIfZxnx8Ty/KydE3InOzm/tUxwZKrtD/r3odwGEYJEt0nUzdQR4enQ8im2WfPRrHbCfX24quuxjZ1ajRmtZvILEqio36Q5spepi3PFR6ycNYcjmxqp/HoIUHIgJZB8x7rwVfTR9LV4nb0kpIStmzZQl1dHaqqxv1MSCQXGnqnz8WA0+mkvLw8YUwXORaLhby8PEwmTQ4sXrxYWACtZ1j+4R/+ge9+97vREtGcOXOor6/nZz/7GV/60peiIy/a29vJzR35/dDe3s78mMnu55ozzsE/8sgjCXctDQ8P88gjj5yTi5J8NET9MaXpCfwxu8b0x/R5+6js1TYe64PWdNRweGS/0hnPjxmvrCT9MaPRDb/7G/rwBmLWhOQtALMDhnug85gQSrGmMD1dKzfFZmUUiwXHggVA4nky+dPGXldQFB2Ml2jvUioAvroB1FD8PBmj0cjg4CA9PT1x95VIJBODLnKKioqiIgY0r0x5eXn0SErSPjh6PJ64sr3RaCQc1uZZlZaWkpOTw4YNG6LxgYEBdu7cOeFNQWcsZH74wx8yNDQU93WPx8MPf/jDc3JRko+Gs92vtKdd62SanDKZSXZxM7WvuppQby+K3Y599mwhdtr+mISD8PqA8f0xJSUll7w/Rqd0kpPsZCv+UJh9DTG+FZMFipZrfx9nXcH45aWdcbERIRPvk9Fb5dtrTuLziDNjzLlOFLsJ1RfC3zwoxsxmCgq0LI3M9kokFy633HILP/nJT/jLX/5CXV0dr7zyCo8++ii33347oGWq7r//fn784x/z2muvcejQIb74xS+Sl5fHbbfdNqHXdsa/9cdK/x44cECa9S4iQqPmx6womxR/A30OSWmC+THjtV1HPsk7FixAOQN/jGegn66GOkDOjzkdFEUZWVdwhvNk9O9bIiHjXKYPxtuNGhYnB+dOTkExKAx0eRnoHhZiyZMySc3ORVXDNB+PmScT8cmA3LskkVys/Nu//Ruf+tSn+Na3vsWMGTP4+7//e77xjW/wox/9KHqbf/zHf+S+++7j61//OkuWLGFoaIi3334bW8yuvXPNabdfp6WlRScBTp06VRAzoVCIoaEhvvnNb07IRUrOPUdbBhj0af6YmWfpjxl/fsyZ7VfS/TGTCotxJItZFzk/JjHLyzJ4taJljHkyY/tkFmYvxKAYaBhsoM3dJkxlts2ahcHhINTfj6+yEtuMGdGYxWYiqziJ9toBmiv7SL7MLjxk4aw59LW30nDkIGULxZ8Na1kK3qPdmpC5plCIlZSUsHnzZumTkUjOIc8999xZxcYiKSmJxx9/nMcff3zM2yiKwiOPPPKR20xOW8g8/vjjqKrKV77yFX74wx+SkjLyZmOxWCgpKZHD8S4ittdoA9GWlqZjNMS8cTTuhHAQUgohtVgIdQ93U91XDSSYHxMOjyyKTDAIbyLmx7S0tBAIBLDb7WRlZcXd91JGnydT0djHsD+EffRrkzsPLC7w9kH7YcgdeV2TLEnMTJ/J4e7D7G7bzS2Tb4nGFLMZ++JFuLdsxb1zpyBkQCsvtdcO0HKilxmXxRp+53Lovb+OOxjPX9ePGgqjjPJkFRQUYDQaGRoaoru7m0mTEmQIJRKJZAxOW8jo7VWlpaVcfvnlgjlIcvGhz4850/1Ku9s1oTI1bSppNtHn4jtxglB/P4rDgW3WLCF26v1KH84f83GYHxNLUbqDvBQbLf1e9tb3csWUUQLAaIaiFVD9jlZeyhUF4pKcJQmFDGjdZu4tW/Hs3EXG3XcLsfypqex7u56mE71x2RP9e9dRV4PXPYTNOTK/wpztwOAwEfYE8TcNYS0eyQKazWYKCwupq6ujtrZWChmJRHJGnPFvfrfbLbiSddavX89bb711Ti5KMrEEQ2F2n9Z+pQRrCcbbr6Rvu160CCVm3sG4/pj+PrqbtPbpgpmiQVjwx0Q+1QuX+jH0x+goisLyyfq6gq74G+j+pgSGXz2blnCBpG743bMHNSR2ROVOTsVgVBjq8THQJe5PcaVnkJabD6pK0zFxgazok+mLe0zpk5FIJGfLGQuZ7373u4RifrmB9obz3e9+95xclGRiORLxxyTbTMzIPTN/jP7Gtyw33gPjHqesNJ4/pvGo5o/JLCrBniRez2h/jHWc+TH6IrSPG7oQHXeBZP02CIv/ZxdmL8SoGGkeaqZlqEWI2WbMwOByER4cxHvsuBAzW41kRxZBJupe0lvnx927dArDr9y7JJFIzoQzFjJVVVXMnDkz7uvTp0+nurr6nFyUZGLR58csLc04I39Mm7uN+oF6DIqBRdmLhJgaCuHZrQkZR4JBeE2VfcCH8McUJaGYx/bHZGZmjvFsL230zqWDTf24fUExmDMXrMng64c2UVg4zU5mTdLKf3HzZEwmHIu1+UB6lm0047VhRxdIjrN3yV83gBoUO6IKCgowmUy43W46OzsTP1mJ5DwhxfXEcS5e2zMWMikpKdTEbMcFqK6uFsYfSy5cdCEz/vyYK+P9MZE3vJnpM0myiNkR7/HjhAcGMDid2GKEbjAQivpjCqaPPT+mIMEgPK/ujymV82MSUZjuoCDNTjCssqc+RlgYTVB8mfb3ROWl7FOXl9wJ5snkRcRoc2Vf3C8hXYx21tcyPCTOjDFlOzA4zaiBMP6mmJjJRGGh1s0ky0uSCwV9JUCiIbCSc4P+2p7p+oXRnLFj99Zbb+X+++/nlVdeYXJkQ251dTUPPfQQn/jEJ876QiQfDcFQmN112hteQn+M/oZXcnlcaGer9qa2NDeBPyZSVnIsXowSYwRvqxkgFAzjSLGQmi36Y9x9vfQ0N4KiUDAjgT/mZB+Q2B+jD1D7OPpjRrOiLIOX9jax/WQ3V0+NyUyVXAkn3tYMv5eLe9CW5izlmcPPsLttd5xxVy8PDu/ZixoMCt/T3LIUDCYFd5+P/o5h4XvqTE0jPb+QnuZGmo4dZsqSkU5GRVGwlqUwfKgL38l+rCWiOC0pKaG2tpa6ujqWJsjqSSQfNUajkdTUVDo6OgBwOBxyPMA5QlVVPB4PHR0dpKamYjQaT32nMThjIfOLX/yCNWvWMH369OhEzqamJq688kr+5V/+5awvRPLRcLhlgCFfkBS7mZmx/hjf4Ig/Rp9DEkFV1egn93GNvonWEkQ2JhdMS+SP0bIxmcWl2F1ilifYOUx4MAAmA9Yi8VqDwSCNjY2AFDLLdSGTaJ6M7nOq3w6hoJaliTA/az4mxUSru5WmoSYKk0bmu1inTcOQnEx4YADvkSPYR20xN1mM5JSm0FLVR/OJ3jhxWjhzDj3NjTQeOSgIGWBEyNT0wbVFQqy0tJSNGzdSV1dHOBz+2GbZJBcW+g4hXcxIzi2pqanR1/hsOWMhk5KSwrZt23jnnXc4cOAAdruduXPnctVVV536zpLzzog/Jh1DrD+mfjuoIW23Uqr4JtM01ESruxWTYmJB1gIhpgaDePZoawsS+mOOa0JG91aMRvfHFCXar6RnY0qSUczim5ruj3E4HB9bf4yO3kJ/uLmfQW+AJNuoFG3OHLClgLcfWg9AwYi3yWF2MHvSbCo6K9jTtkcQMorRiGPJEoY2bMC9a5cgZEArL2lCpo9ZV+YLscJZcznwzpvRlvrRRA2/9YOowTCKaeT7mpeXh9lsxuPx0NnZ+bHZmyW5sFEUhdzcXLKysggEAuf7ci4pzGbzh8rE6JzVMBhFUbj++uu5/vrrP/QFSD5aRvYrJSorbdb+LI0XpXrb9dzMuTjM4idw77HjhIeGMCQnY5sxXYj5vUE66gYALSMTi96xVDAzgdG3ug8Yv6z0cZwfE0teqp3iDAf13R521/WwavooAWAwQvEVUPkXqNsiCBnQ2rArOivY1baL26fcLsScy5YytGGDtnbia18TYgVT09jzlzqaKxPNk9FKhF0NdXgG+oVJzaZMOwaXmfBQAH/DoDAbSPfJ1NTUUFdXJ4WM5ILCaDSekzddybnnrN4B3G43b775Jr/+9a954oknhENy4eIPhqP7lS5LNAgvKmSujgvtbBvPHxMpKy1ejBLzH721up9wWCV5ko3kSeJI+6GebnpbmiL+GHGAnhpW8Ubnx8QbfXUh83Ftu44lunepJsEG6XHmyejfz11tu+KMu9F5Mvv2ocZ8Es0uS8ZoMuAZ8NPXLhohHSmpZBRoGT199YSO7pOBxPNk9O+nXCApkUhOlzPOyOzfv58bb7wRj8eD2+0mPT2drq4uHA4HWVlZfOc73zn1SSTnhQNNfQwHQqQ7LUzLFv0oeHqgLVIKSOCP0TuWEvlj3Lo/Zmn87qWmynHKSpE3uaySMmEKLECg1Y06HESxGrHki9caCASi/piysrKEz/XjxvKyDF7c3TjGPJmIT6ZhB4QC2tTfCPMy52E2mOnwdNA42EhR8khJ0TplCsbUVEJ9fQwfOoxj4UhJ0WQ2kjM5meZKrbyUliN2LBbOmkt3UwONRw4ydZloHLdOTmX4YNe482Tq6+ulT0YikZwWZ/xb4oEHHuCWW26ht7cXu93Ojh07qK+vZ9GiRdLse4HzQbU2/XXF5Ix4f4y+JTlzBrjEnUW1/bV0DXdhNVqZmymWgNRgkOE9mkHYeQqjbywNhw4AY8yP0f0xpSkoxhiDcOP/z955h7dVX///dbVlee8Rb8dx9t4JSRgBQlgp0FIoUFpauuni1/WlC7opLV1AoWW0BcreATKB7J04cRzvvbcsa9/fH1eS/ZFEIDSBhHxez+PHgmPZV/aN7vue8z7nNOHz+YiLiyMlJUpm6Swk6JM53DrAwEhYHT99MliTwTMMrfuEkNVgZWqq5k8Kb8NWdDpi5mri1BGlDTu4aiL4Nx5LXuBvGtUnE8zINA6iesR5MkGfzMjIiDRXSiSS98UJC5n9+/fz7W9/G51Oh16vx+VykZuby29+8xt+8IMfnIpjlJwktlZrd+uLi6Pssql7S/scxR8TLCvNSJ+BWW8WYs7Dh/E7HOgSEjBPmCDGhj10NWnzQqJlZBrLNSGTP2V6ROx4bdfBOUaFhYWyFTJARryFolQbfpVQ+TCETjfaTh/8O49hbHkpnNA8mWiD8UpHB+OFl6WCqyZ6mhtxDPQLMUOqFV2cCbwqrsZBIabX68nL07JCsrwkkUjeDycsZIxGYyjdm56eHhoRn5CQEEr3S04/HG4v+5q0O+eo/pjagD+mKNIfc9yy0vZAWWnuHJSwMkBrVT+okJQZgy1BFED9He0MdnWg0+vJCffH+Py46qQ/5kQJ7l3aHrUNOyBQ66P4ZAJ/1+A8mbGE5sns3Yff7RZiGQXxGIw6RoY89LWJPhlrXDxpeQVA5JRfRVFCf9do5aXg31UOxpNIJO+HExYyM2fOZFdgFP2yZcu44447+Pe//81tt93GlClT3uPZko+KXfV9eHwqOYEOF4HBVuipAkUH+aKfwa/6jzs/Znj7NgBsCxZGxI7nj2ks3w9A1vgJmCyiCdjdbEd1+9HFGDCGeS+cTietrdpuIClkRI6/dynok9kBXlGQTEubhklnonukm/rBeiFmKilBn5KC6nLhPCiuOdAbdWQGBEn0vUvB8lKUvUvB8lIg8yYc6pi9S9H2ukkkEslYTljI/OIXvyArKwuAu+66i6SkJL70pS/R1dXFAw88cNIPUHJy2DrGHxNRjgl2s2RNB2uiEDrWd4wB1wAxhpjQbp4gfpeLkb2a58K2cEHEzzyuP6Y8MD8mWllpTNu1EublaWhoQFVVkpOTSUxMjHju2Uxw5URF+yD9DlGskD4RYlLBOzI69DCAWW9merr2d4jYu6QoIRN3MPs2lmB5qTmKTyYoZIJ/67FYAiVDd+MQfpcoVrKzszGbzbhcLtra2qK+VolEIglywkJmzpw5rFixAtBKS2vXrmVwcJA9e/YwfXrkRUlyerA1cJe+uCRa2/W7+2OC82NmZczCqBN3YYzs24fqcmFIS8MU1j3kGHTT2zoMjF7sgqiqOjoI77j+mMiy0lh/jEQkPc5CSXosqhqlDVtRRrMyUcpLczPffe+Sbb4mUh3bt0fEgruzWir78PvD9y5NRVF09LW1MNgtLoI0pFjRJ5nBr+KqF8tLOp1OtmFLJJL3jextPAvod7gpb9UuFovCjb6qevxBeIEL2/zMyI6k4a2BstKihRFZnmA2JjU3FkusKIC6mxpwDPRjMJvJGi8ahFWPL2QAPd4gPNl2HZ3ReTJRykvBeTIn6pMJZNscBw7gD1uel54fh8mix+Xw0t0kLoI0x9jILB4PjBq7x2Ip0USQq6o/8lADQibaglqJRCIZixQyZwHba3tRVShOs5ERbxGDfXUw0AQ6I+SJPhev38vuDm31QLRBeMOBO/SYE/XHBNqux5VNRm8QRY6rYQi8Krp4E4bwAXp2e6gl92zfr/RuLDiekCkICJmmneB1CaGpqVMx6830OnupHRDFgzEvD2N2Nng8OPaIZSmdXkd2sLx0NEob9tQZADQe2h8RM5e8u08mKFQbGxvlWHiJRHJcpJA5C9hao/ljFpccp+163Fwwicbaip4Khj3DxJnimJAkZk58g4M4y7WBdtH8Mc3H9cfsB45fVrIUJ0ZkeYLZmIyMDGw2W/hTJYz6ZI62D9FjF8UKqaUQmwFeJzSLXhiT3sSM9BlAlHkyikLMIk2sBrNwY8mdqP2NmyoipwoH/8aN5QciMj3BjJunbRifXfT0pKamEhcXh8/nk92QEonkuEghcxYQHIQXfS3Be8+PmZsxF71OXD3g2LUL/H5MBQUYwzaXDvaMMNg1gqJTyC5JFGJ+ny80tv5E/TGy7fq9SYk1h6Y27wifJzPWJxNtXcGY8lI4wa604W2RQmbcBE08tdUM4PWEGXdLyzCYzAz399HT3CjE9LGmUFeaq0b0ySiKIstLEonkfSGFzMecjkEnNV3DKEqURZGq+r6MvlHLSmP8MeG0VPYDAf+EVdyC0V5zDPfICJbYONILRJ+L3+XF3az5LKQ/5oMTnPJ73Dbs+nciQkHD7+723fhVceKubYHmkXIdPYq3VxRISVkxxCSY8Hn8tIcJEoPJRE7ZJCC6T8YcELrHKy9JISORSI7HBxIy69evZ/Xq1RQXF1NcXMzq1atZt27dyT42yUkgWFaakp1AYoxJDHZWwHAXGKwwbo4Q8vg87OvUWqujGn1D/pgTbLsOrSWYGjFAz1U3CH7QJ1swJIlenr6+Pvr6+lAUJTT5VRKdYHnpuIPxmneCZ0QITUmZgtVgpc/VR3V/tRAzpKaGJjeHdy8pikJumfYzo/pkApm3hqg+mUQAnIGW+7EEMzJtbW2MjIxExCUSiQQ+gJD561//ykUXXURcXBzf+MY3+MY3vkF8fDyrVq3iL3/5y6k4Rsn/QHAtwXHLSvkLwSBO3t3ftR+nz0myJZnixGIh5unoxF1TA4qCbZ6YrVFVddToWxZFyITarmdExMb6YyIONZCNycnJwWKxRMQlo8wvTEFRoKrTTtdQmE8mpRjissDn1ky/YzDqjcxM1xZDRi8vaaJ1eNu7t2E3RREy+QHDb/ORcvxhA+7MhQmgU/D1OvH2OoVYQkICKSkpqKoqp/xKJJJ35QMNxLvnnnt4/PHH+frXv87Xv/51/vOf/3DPPffwi1/84lQco+QDoqpqaH7MouMZfaOUlba3aRerBVkLIky3jh1azDJpEvqwoXT9HQ6G+13oDTqyikSfi8ftovVYBQB5U6IsigwNwpP+mP+FJJuJssx4IEpWRlFGu5eOM08mqpBZdByfTEDIdDUM4nKIXUZpBYVYbLG4Rxy011QJMZ1ZjylX8/S4omRlZHlJIpG8FycsZPr7+7nooosi/v/KlSsZGIjcmyL56GjocdDSP4JRrzC3ICw74veN+iSiCZnWUSETTsgfE6VbKdi5klWSgMEkGoRbj1bg83iITU4hKStHiPnsbjxt2gC9cH+MqqrSH3OCBOfJbItaXnofPpmOSJ9MzJw5YDDgaW7GHdZJFJtkITEjBlWFlmP9Qkyn05MbEK7R27ATAXBWR2Zz5GA8iUTyXpywkLnssst47rnnIv7/Cy+8wOrVq0/KQUlODsFszMzcJGJMoumW1n3gGgBzAmSK3UMDrgHKe7TOooXZoplXVdVRf8zCSKNvU0XAHxOtrDSm7To8yxMsKxkzbejjRC9Pd3c3drsdg8HAuHHj3u3lSsaw8HgLJIOD8Zp3g3tYCE1KmUSMIYYB1wCVvZVCTGezYQ1M746WlckN/M2bo7ZhzwDebTBeIqB1Lqlh04GDQqa7u5vBwcHwp0okEsmJC5lJkyZx1113cckll3DnnXdy5513snr1au666y6mTJnCvffeG/p4L9566y0uvfRSsrOzURSF559/Xoirqsodd9xBVlYWVquV888/n6qqqujfTBLBloDRd1G0tQQ1G7XPhUtBL4qcYNdKQXwBmTaxtdpdX4+3vR3FaCRm1iwh5vP5Q8sDcycmR/zI4EUsWtu1MzDd1RzWrg2jZYXc3FyMRmNEXBLJvIJkdArUdg3TNhBmlE0qhIRc8HugYasQMuqMoazMtrZIsWJbeLzyUsDwG2XvUv5U7W/eeqwCj0v0wphy41BMOvzDHjztorCyWq1kZ2cDMisjkUiic8JC5qGHHiIpKYkjR47w0EMP8dBDD3H48GESExN56KGHuOeee7jnnnv4wx/+8J7fa3h4mOnTp7+rSfg3v/kN9957L/fddx87duzAZrNx4YUX4nQ6o369ZBS/X2V70B8TvpYAoDYgZIpXRISCF7DwbAyMdqxYZ85EZxUn73bWD+Fx+jDbDKQFfA9BnMN2OmprAMibKgoZVVVDY+ot4xMjfqb0x5w4CTFGpo5LBOCdqm4xqChQtFx7HBS0Ywj+3be1RhMywb1LO1D9YukpuzQRRYG+dgf2PtFknJiZTVxKGj6vl5ajR8TDMeg00y/R27DlPBmJRHI8TljI1NXVva+P9/Omc/HFF3PnnXdy5ZVXRsRUVeUPf/gDP/rRj7j88suZNm0ajz76KK2trRGZG0kkFe2D9Ay7iTHpmZGbKAZd9tGOlaJIITPW6BvO+/HHjJuQHLG1uunIIVTVT1L2OOKSRWHl7R7BN+ACvYKpUDT6+nw+6Y/5gCwNGLzfDhcyAMXnap9rowiZLE3I7O3Yi9Mr3jRYp01DFxODr68PV6VYerLYjKTlaQK2uVIsLymKEhKwUduwA76o9zL8hk8HlkgkktN2IF5dXR3t7e2cf/75of+XkJDA/Pnz2RYlrR3E5XIxODgofJyNBC9eC4tSMBnC/swNW7SyQmIeJIvioNXeSsNgA3pFHyoxBFF9PoZ3agLIFsUfE/RGBEfWjyU4PybqNN9gt1J+PLowg3BLSwsulwuLxRIqMUjeH0vGa0JmS3V3xGZqLSOjQOcRGGoXQoUJhaTHpOP2u9nbsVeIKUYjMXO18yJqG3agpNhcEaW8NGZdQTihwXh1A6heMdOTl5eHXq9naGiInp4onh+JRHJWc8JCRlVVnnrqKb785S9z1VVXsWbNGuHjZNHerr25ZmRkCP8/IyMjFIvGL3/5SxISEkIfubm5J+2YziTeruoCRi9mAsFyQtEKrcwwhmA2ZkrqFOJMYeWhiqP4BwbQxcZimTJFiLlHvLTXaaIxqj8mcBeefzx/zPhIARTM7BUVFaHTnba6+7RkVl4SMSY9PcNuKtrDBH1MMmQF/ha1m4SQoiihrEw0n0zMwuA8mXdvw24+2huRPQkukOysr2VkSDweY6YNnc2A6vaHpjuHYkZj6N+xLC9JJJJwTvjKcNttt/GZz3yGuro6YmNjBdGQkBA5/+PD5vvf/z4DAwOhj7Nx4dyI28eueu2OeOn4tMgvOJ4/pvV4/hgtFjN3LopBNAi3VPWj+lXi06zEh22tHuzupLe1GUXRhdpwg6g+dXQQXhR/TE2N5qspLi6OiEmOj8mgC62liPDJwOjfP4pPZlH2IuDdfDJazLF7N6pbXPaYVZyA3qhjeMBNX7tDfF5iEinj8kBVaQoMRgyi6JRQeSkobMci58lIJJJ3w/DeXyLy2GOP8eyzz7Jq1apTcTwhMgOLCDs6OsjKygr9/46ODmbMmPGuzzObzZjN5neNnw3srO/F7fWTnWChOC1sS/RgK3QdBRQoXCaE/KqfHW3aosgP6o+Jlo1pOLgfgMzxpVhssULM3TyE6vKhizFgzBZjTqeT5uZmQPpjPihLSlLZcLSTt6u6+eKyMDFYfC68c48mbFVVyM7Nz9LWUlT2VdI90k2qdTSzZy4djz4lBV9PDyMHDoRKTQAGo56s4gSaj/bRfLSP5Czx/MufOoOe5kYaDu2ndMESIWYuSWTkYLcmbC/IF2JFRUVs2LCB+vp6/H6/zM5JJJIQJ/xukJCQ8KFcVAoLC8nMzGT9+vWh/zc4OMiOHTtYGMWfIRnlnTFlpfB5LaEyQvYMrbwwhsreSvpcfcQYYpiWJmZO/E4njt27AbAtXhzxM0P+mCjzY+oPajubCqbNjIi5qrTMkbk4McIgXFdXh6qqJCcnk5QU+X0l783SQGlxZ30vzrDN1OTOB2MM2Ds0r8wYUqwplCWXAYTEbRBFUcasKzh+eSmcoOE36JkaS3A1hbtxCL/LK8SysrIwm804nU5aW1ujvlaJRHJ2csJC5ic/+Qk//elPT8oSN7vdzv79+9m/fz+gXbj2799PY2MjiqJw2223ceedd/Liiy9y6NAhbrjhBrKzs7niiiv+55/9cSZo9I1aVhrrjwkj6I+ZkzkHo06c1+LYpZURDJmZmMKErL3PSV+7A0WBnLBFkX6/b9QfM02cOwPvb36MLCt9cErSY8mMt+D2+tlVHyYsDGbI18pEUduws47Thh1cV7D13efJtFT24fOJxt1xE6ei0+vp72hjoFP0uhlSrOiTLeBXcYVt0dbr9aEbqGC5USKRSOADCJlrrrmGvr4+0tPTmTp1KrNmzRI+ToTdu3czc+ZMZs7U7tS/9a1vMXPmTO644w4Abr/9dr72ta/xhS98gblz52K321m7dq1cGngcOgedHG0fQlFgcfh+JVUdzcgczx+TFZnxGt6yBQDbksURWZ7gxuO0/HgsNlEAddbW4LQPYbLGkFVSKsT8Ti/uJs30aYli9JX+mP8dRVFChu+oPpmgoI3Shr0gW8u6bGvbFmHcDXatjRw6hC+sMzAtLw6zzYDb6aOjToyZY2LIGq9leuoPiB1RAJZS7TxwVkV2PQXPg+rq6oiYRCI5ezlhj8yNN97Inj17uP7668nIyIgsXZwAy5cvP+5cCEVR+NnPfsbPfvazD/wzzjbeqdYuVlOyE0i2iaP+6TgMw51aOSF3vhBy+Vzs7dQuLFH9MVu0vTyxUcpKTe+jrJQ3ZTo6vdha7aodAD/oUywYkkVx2tfXR29vL4qiUFBQ8G4vV/I+WDo+laf3NPN2VTffDw8GBW39FvC6hC3os9JnYdKZ6HR0UjtQK2xBN2ZnYyoqwl1by/C27cRfuDIU0+kUcicmU727k6YjvWSHZdsKps+i5ehh6g/sZfoFotfOMj6J4e1tuI69u5Bpbm7G6XTKGxqJRAJ8ACHzyiuv8Prrr7NkyZL3/mLJh85oWek403zzFwsXLIB9nftw+VykWdOECxaAp6MDV1U1KErE/BhVVWk6+u5rCRqC/pjpUfwxgfkxlvdYSyAvWP8bwczckbZBuoZcpMWN+dunT4LYDM0n07RDWCBqMViYlTGL7W3b2da6LeK8sC1ZrAmZd94RhAxA3iRNyDQe6WX+ZWIpsmDaTLY8+RiN5Qfweb3ox3TAmYsTQKfg7XHi7RnBkDLaAZeUlERKSgo9PT3U1dUxceLE//l3I5FIznxOuLSUm5tLfHz8qTgWyf+Iqqrvzx9znLLSgqwFEVm24Xe0spJl6lT0iYlCrLd1mJFBNwaTjswisf3ePeKg9VgF8G7+GE0AHa+sJLuV/ndSY81MytL+zW6tibauINiGvSHiuaF1BVHmycQGbmbsW96JyKzmTtTavjsbBnHaPUIsvagYS1w87pER2qrDFlNaDJjytflFsrwkkUjeDycsZO6++25uv/126uvrT8HhSP4XjrYP0W13YTXqmZWfKAY9ztEFgVGMvltaNLGyKGdRRCzoj4ldEllWajyilZWyxyeiN4qnU9ORQ/h9PhIzskjMEJdPegdceLtGQAFzmADy+/3S6HuSCWbooq8reO95Mrvad+HxiYIkZu5cFJMJb2sb7rCFjrFJZpKzbaBCU1j3kk6nJz8wHK/heD6ZY/0RsZKSEu1Qa2rkugKJRAJ8ACFz/fXXs3HjRoqLi4mLiyM5OVn4kHx0BKf5LihKxmwQ/Sg07QDvCMRmQrqYku9ydFHZV4mCErpwBVF9Poa3agIoWtt142FtZHzepMgN2/UHtLJSfrS264AHwjguDl2MaBBubW3F6XRiNpvlWoKTxFjDb4QACC6QbDsADlF0lCaVkmxJZsQ7woEusWVaZ7USM2c2AMPvvBPxM/Mmae8HQbE7loLpWoYuquE3kKFz1fSjhnU95efno9Pp6O/vp7c38vtKJJKzjxP2yLyfrdaSj4bjl5UCZYOi5RFrCba2akJlUsokki2iGHUeqcDX348uNhbrNHG2jMflozXgc8mb/O7+mPwo/hhnQMgE777HMnYtgT7MICz5YMwtSMZk0NE+6KS60874jDHrJ+IyIX0ydB7WutqmjK4a0Sk65mfN57W619jaupU5mXOE72tbvIThrduwv/MOyTfcIMTyJqWwf10TTYd7UFVVKFkGZwq111bjGBwgJn40K2fMjkVnM+Af9uJuHAptxgZt4GVeXh719fVUV1eTkhIpoCUSydnFB+pakpx+OD0+dtZpd6hRjb7V67TPJedHhIJlpcU5kRmXYLdSzIL5KEYxc9JyrA+/VyUuxUJiRowQG+jsoK+tBUWnI29y5FqC4PwYywTpj/kwsBj1zC9M5u2qbt6q6haFDGjlpc7DULNeEDKglZdeq3uNLa1b+Pqsrwsx25Il8Nvf4ti5C7/LhW7MVO2s8aPrCnpbh0nJGZ3cHJucQmpeAd2N9TQe2k/Z4tEp04pOwVySxMiBLpzH+gQhA1p5qb6+npqaGubPF7vvJBLJ2ccJl5YaGxuP+yH5aNhd34fL6ycz3kJJujjqn8FW6CgHFG0s/Rh8fh9b27SMzJKcyE60oNE3NkqXWuNhTTjlTU6JMAg3HNKyMVnjyzDHiGPq3U2DqE4vuhgDpnHiBdXlcoX2Y0l/zMnlnECmblNlZ2Sw5Dztc/V6bd7QGILnxZGeI/SMiNunzaXjMaSno46Z/BzEYNSTE9ifFa28FCw5BkuQY3k/82Tq6urwer0RcYlEcnZxwkKmoKCAwsLCd/2QfDRsPqZdnKKuJagOrHnImQU2MRV/uOcwA64B4oxxTE2dKsR8djuOwNTlaP6YhpA/JkpZ6cC7ryUIlpXM45OiriXw+/0kJSVJz9VJZvkETcjsqOtlxB22riB/sTZfaKgtIHpHSbWmMjFZ81UFy5BBFEUJnRtB0TuW3MC50XSkJyIW9Mk0HNwb4dsJ+mQ8LXZ8w6LJOCMjA5vNhsfjOSuXwkokEpETFjL79u1j7969oY8dO3Zw3333UVpaylNPPXUqjlHyPthYqRl9V0xIjwxWv6l9LrkgIhQsKy3IXoBBJ1YaHTt3gteLMT8PU26uEOvvdDDYNYJOp4R26wTx+300lO8Hoht9j+ePqaqqAmD8+PGRr0PyP1GSHktOohW318+22rDuJYN5dIZM1ZsRzw1mZd5ueTsiFrtUi0U3/GrCubVqAE+YeBpXNhmDyYy9r5eepgYhpo83YcyMARVc1WJWRqfThbIycl2BRCI5YSEzffp04WPOnDnccsst/O53v+Pee+89FccoeQ+aeh1Ud9rR60bH0YfweaFmk/Z4fKSQeadVu/hELyu9+zTfYFkpqyQBk0UUQO3Vx3AND2O22cgsFgWJz+7G02wHIoWMqqpSyJxCFEVh2YRgeakr8guC/qmgn2oMQf/U1tat+PyiIIlZuBAUBVdVFZ6ODiGWlBVDbJIZn9dPa8AXFcRgMjFu0hQgeveS+Tht2HKejEQiCXLCQubdmDBhArt27TpZ305yAmw6pl2UZuclkWAVDbk07wLXAFiTIVvMjvQ7+ynv1soI4W3XAPbQfqUo/phAqSBvcmTXSN0+zStRMG1WxFqCoMnXmG1DHyeuUOjq6mJwcBCDwSDXEpwilpeOCpmINuyg0G3cDk5xaeP0tOnEGeMYcA1wuOewEDMkJWGZqpUlw8tLiqKMlpcOR2nDDgxKDK6yGEuwvOSs6os41qCQaW9vx263R3+xEonkrOCEhczg4KDwMTAwwNGjR/nRj34k76I/IjYHzJvBu22BYFmp+FzQiaJie9t2/KqfksQSMm3iwDp3YyOehkYwGIiZJ3aGeD0+Wiq1dH80IVMbEDKFM+dExFyV2sXMUhrpfwlmYwoKCjCGdUhJTg6LSlIx6hUaex3UdQ+LwaQCSBkPqg9qNwshg84QWiL5TktkCSk4LDHY5TaWYHmp8Tg+meaKcjwupxAzFySgGHX4B914Oxziz4uNJTNTO2eD7foSieTs5ISFTGJiIklJSaGP5ORkJk2axLZt2/jb3/52Ko5RchycHh9bqrULxPJoQibod4hWVmp597KSfZN2IYuZPRt9rNh11FY9gNftJybBREqOGLP39dJZp/kWCmfMFmKqXx1dSyD9MR8JsWYDcws0EXn88tK7+2SiCZlg1m54y1ZUX7gXJglFgb52B0O9olhJzhlHbEoqPo+H5gox06MYdaGpz84oSySDU36D541EIjk7OWEhs3HjRjZs2BD62LRpE0eOHKGmpoaFYQsFJaeeXfW9jHh8pMeN7tMJMdQB7Qe1x2Ft16qqhjpQos2Psb/1FgCx55wTEQt1K0Vpu67fvweAzOLxxCQkCjFPix3/sBfFrA/t0wnicrlC7fvBC5Tk1BAUvMGSpMD4gJCpWhfRhr04WztPyrvL6XOKwsI6bRq6uDh8AwM4y8WuJ4vNSHqBdm4GJ0EHURSFwkBWJliSFJ4b9MkcjSxLBQVvdXU1fr8/Ii6RSM4OTljILFu2TPhYunQpZWVlGAwnPFtPchLYeFS7GC2fkBbZdl0TaLvOmgGxYjfTsb5jdI10YTVYmZUuLnT0OxxaxxIQu3wZ4YTmx0Rpu647Tlkp1K1UkoiiF0+92tpa/H4/ycnJclrrKWZ5oLNte21PlDbsJWCwwlArdB4RQhm2DEqTSlFRI9uwDYbQZnT75rcifmb+FO1v2lAeWV4qnDUXgNp9uyLbsMu0c8xVP4jfKc6MGTduHBaLhZGREZqbm4/7miUSyceXExYyPT2jb0RNTU3ccccdfPe73+WttyLfvCSnnk2B+TFR266PU1ba0qqZMudlzsOkF023w9u3o7rdGHNyMIVN1x3qddLXNoyiQO5EUcj4vN6QaTOqkAn4Y8xRpvkGywMyG3PqGZ8eS3aCBbfXz/baMGFhtEDhUu3xcdqwo/pkli8HwL5pU0SsYKrWTdd0tA+vRxRP+VNnoDcYGOhop7dVFCSGFCuGNCv41Yjykl6vD5l+ZXlJIjl7ed9C5tChQxQUFJCenk5ZWRn79+9n7ty53HPPPTzwwAOce+65PP/886fwUCXhNPY4qO0axqBTWBy17TqwX+kE1xIE76hjly2LyPIESwMZhfFYbGHLHo9V4B5xYI1PILNI9Ln4HR7cTUNApNFXVdVQG630x5x6tDZsTfhGn/IbEL5R2rCDQmZr61b8qljOiT1HE0DOI0fwdIrfNzU3FluCCa/LR2tYO7XJYmXcJK3rqW5vZOejZYJ2vjgrI30ypaWlgBQyEsnZzPsWMrfffjtTp07lrbfeYvny5axevZpLLrmEgYEB+vr6+OIXv8ivfvWrU3mskjCC2ZhZ+UnEW8K6fFr3grMfLAmQI2ZH7G47ezu1uR1B30MQVVWxb9aMvlHLSkdG1xKEEyorTZ+FohNPLWd1P6hgyIjBkGgWYp2dnbLt+kPmuD6Z4LqCxm3gHBRCM9JnYDPa6HX2UtFTIcQMqamjbdhhGVpFUULlpfoo5aWiQAavNppPpiwoZHpR/WLpKZjBa29vZ3BwMOK5Eonk48/7FjK7du3irrvuYvHixfzud7+jtbWVL3/5y+h0OnQ6HV/72tc4evToqTxWSRibjjfNt2pM27Ve9C9tbd2K1++lIL6AvPg8IeY6dgxvezuKxULMvHlCzOf10xQUMpOOI2SilpXeu1tJtl1/eCwOtGE39ERpw04phuQi8HuhTmzDNuqMLMjS2rCjTvkNiN+gGB5LfqC81HCoO8ILE/TJtBw9jMshHo+5IB7FrMdv9+BpEWfG2Gw2cnJyAJmVkUjOVt63kOnt7Q3NbYiNjcVms5GUNHpRSkpKYmho6OQfoSQqTo+PrTXamPmobdfHWUuwuVm7yCwbF5lxCZaVbPPno7NYhFhrVT8elw9rvIn0sK6jwe5OupsaUBQd+dNF87DqV0P+mGjbrmVZ6cMn1mxgTn6wDfvEykvBcmRUn8yy5QDYt2zF73YLsXFlSegMCoPdTvrD5sIkZWaTlJWD3+ejIWw4nmLQYQksnxyJ0r0ULC8dO3Ys8nVIJJKPPSdk9g33S0R0yUg+NHbU9eL0aNuuyzJFUcFQO7QGLgbBMkEAn98XugAty40mZN69rFR/SBNOBVNSIpc97tParrNKy7DGisfjbh7Cb/egmPWYCxKEmNPpDLVdSyHz4bL8eOsKggbxqjcj2rCX5mhemEPdhyLasC2TJqJPS0V1OHCETfo2WQzkBDJy9YeilJdmBcpLe49fXoo41MB5U1tbK7dhSyRnISckZG666SbWrFnDmjVrcDqd3HrrraH/vvnmm0/VMUqisPGodhcdte266g3tc/YsiBMn9pb3lNPr7CXOGMeM9BlCzNffz8g+TQCFz49RVZX6gwEhMzXMWAzU7dcuPkXRykpHg9N8k1AM7952Lbddf7isKNNKkttqe3C4wwRAQaANe7AF2g8JoUxbJqVJpfhVf0RWRtHpiF12nPJSqA27OyJWNEsrZdbt340aNhcmaPj1NNvxDYmZnszMTGJjY/F4PDQ0iMsnJRLJx5/3LWRuvPFG0tPTSUhIICEhgeuvv57s7OzQf6enp3PDDTecymOVBFBVNVQOiFpWqlyrfZ5wcURoc5N2cVmUswijTvSj2LdsAb8f8/gSjAHfQZC+dgeD3U50BoVxE8XykNfjoeHQfuBd/DEVASEzMVKoyGm+Hx3j02MZl6Rtw36nKkxYGK1QvEJ7fGxtxHODZclNTZsiYiEhs2lzhBemYKomZNqqBnCNiOIpp2wSJqsVx0A/7bWi30UfZ8I4LhaIzMrodLrQ+SPLSxLJ2cf7nmL3z3/+81Qeh+QEqOmyU9/jwKTXsWR8mJDxOKF2o/a49KKI577VrHlgovtjAmWlZe9eVhpXmhSx7bq5ohyvy4UtKZm0/EIh5u134WkbBmX0rjqI3+8PXXiCPgfJh4eiKJw/MYOHt9azrqKDlZPF7B2lF0Hlq1D5Giy7XQgtz13O3w/9nS2tW/D4PBj1o6LYtnARGI14Ghtx19VjLho9JxLSYkjMiKG/w0HTkV5KZo8a1fUGI/nTZlK1Yyu1e3eTVTJB+JmWCcl4mu04j/ZimyMe6/jx49m3bx9VVVVcfHGkgJdIJB9fTtr2a8mHx7oKLRuzoDiFWHOYFq17CzwOiM+BzKlCqH24ncq+ShSUiP1Kqs/H8FtaF4ot2lqCgKchP1pZKTD7o3DG7Igyl/Oo9jxTXjz6sLkzLS0tDA8PYzabyc/PP+5rlpwazp+YAcCGo134w1qbKb1Q+9y6V/NdjWFK6hRSLCkMe4bZ3SF6WvSxNmxztS6k6N1LgfLSoSjlpZna8+r2Rc6TsQZ9MlX9qF6x9FRUVIROp6O3t1cY2imRSD7+SCFzBrLuSAcAF0yM0nZ97DXtc+mFECYqgtmY6WnTSbKI5SHnoUP4+vvRxcURM3OmGBv20FYzAIyWBoKoqkrNnh0AFM0W27Xh+GWlyspKQJsFIldcfDTMK0wmzmyg2+7iQHO/GIzL1HxWAMdeF0I6Rcc54zTBG+yCG8vx2rCDHquGwz0Rc2GCpcmO2mrsfWIJyZgTiy7WiOry4aoXZ8ZYLJaQGJblJYnk7EIKmTOMHruLPY1ap8h5gbvpEKo6esEpjeKPCbZdR+lWGgqMlbctWYwSNsul8Yh2wUnOthGfahVi3U0NDHR2YDCaKJgqCiC/24ezph8AaxQhE7zgTJgwISIm+XAwGXScU6qVJ9dXRGnDDvqsovlkckd9MuFemGB50rF7N76wsQxZJQmYLHpGhjx0NogxW2ISGYGp0EEDeRBFp7yvJZJynoxEcnYhhcwZxoajnagqTM6OJztRFBW0H9K6TIwxUCiWh0a8I+xo0zInwTvpsdjXa+sM4gL7csZSf1BL1UfrVqrZrX3PvKnTMYbNnXFV94NXRZ9kxpAeI8R6e3vp7OxEURS5X+kj5rxAZm9dRUdkMOizqtkInhEhtDBrISadiRZ7C7UDtULMlJ+PqbAQvF6Gt4gLJvV6HbmBhaP1UbuXtKxM3fHasI8zT6a+vh6n0xn5WiQSyccSKWTOMIJ3zeeHZ2Ng9K65aIW2/G8MO9t24vK5yLJlMT5R7BByNzXhqqoCvT7C6Ov3+UP7lcLLSkCorFQ8Z35ELFhWsk5MifDOBLMx+fn5xMTERDxX8uGxYkI6OgWOtg/R3CcOqiNzKsSPA++I5r8aQ4wxhnlZWjnx+N1LkbH8KZooDrb0jyXYhl1/YC/esKF6ltIk0Ct4u0fwdIrHmpqaSkpKCn6/X2ZlJJKzCClkziCcHh9vVWnDy6IKmcqAP2ZCZLfSxiatk+mccedEiIqh9esBiJkzB31iohBrrx3A5fBithnIKBKH2dl7e2iv1gRJ8WxRyKh+NTSFNXgXLRxqwB8ju5U+epJsptCU34jykqKMmn6D59cYlo9bDryLT2aF1r5t37QJNWxQXcHUFBQFupvsDPaImZ6MohJik1PwuJw0lh8QYjqLAXNxIgAjRyJNvWVlZdqhBs4viUTy8UcKmTMIbXCZj4x4M1Ny4sXgULvWXQIw/kIh5PP7QkLm3NxzI75vqKx0XmSs9oB2x5w/JQVd2DTf2kC3UlbJBGyJonnY02rHP+RGMekxF0VO8w0OLpP+mNOD45aXQj6Z1yOm/AZ9Mge6DkRM+Y2ZPQt9QgK+/n4ce/cKMWuciaySRADqDohZGUVRKJmr7XOq3rUt4nCsgT1fzuMImaqqKjnlVyI5S5BC5gwi2K10/sSMyGm+QZNv9iyIE7M1B7sPhqb5zs2cK8S8fX049mjrBWLPFdcZqKpK3X4tA1Q0I3LwXvXu7UD0stJIoBxlmRA5zbe6uhq/3x8qBUg+eoLG8R21vdhd4VN+l4LRBkOt0CZmSDJtmZQll+FX/RFLJBWDYTQrE8j6jaVwulZeqjsQuSKheI4mZGr27MTv9wkxa8Bf424cwjcolp5ycnKw2Wy4XC7q6+uP95IlEsnHBClkzhBUVR31x0yKUlY6+rL2uWxVRGhDo5ZxWTpuqTC4DLTpq/j9mMvKMI0Tp/n2tNgZ7HaiN+oitl27nSOhtH90IaPdZVsnRwqVYNpfZmNOH4rTbBSkxOD2+XnrWJiwMFpGp/xWvhrx3OW5y4HR82wscRecD8DQuvWRG6+na+K4tWoAp90jxHInTcEcY8Mx0E9bldhOrY83Y8zV9nmNVIhZGZ1OFzqvZHlJIjk7kELmDOFw6yDtg05iTHoWFoWJA+cg1G7SHk+8TAipqsr6Ru1u+Ny8KGWlDVos7twoZaX9mhjJm5SM0awXYg0H9+HzeEjIyCRlXJ4Q83Q58HaOgF6J8Mf4fL6QEVMKmdMHRVFCk31fP9we+QVlq7XPFS9HhM7L0zJ5W1q2MOIV/S62RYtQLBY8LS24woRFQpqVlJxYVL8a0b2kNxhDM2U+aHnp6NGjEeJJIpF8/JBC5gwheHE5Z3waFqMoKqh6A3xuSBkPaaI4qO6vpmmoCZPOFDHN1+90Yn9nCwCx0fwxgbJS8M55LMG26+LZ8yPKXMGykrk4EV3YOoNga2xMTAzjxo077muWfLhcODkw5beiE3fY5FxKLwSdAToPQ0+NEJqQNIGc2BycPidbW8RWa53Vim3JYkDLyoRTOCNQXtof2b1UMnchoAmZcEESzPQ5q/vxh5XCCgsLMRqNDA0N0draetzXLJFIznykkDlDWFuuCZmLpmRGBoNlpYmrI0LBdP+C7AXYjDYhNrx1G+rICIasLCyTJgmxwe4ReprtKAoUThPnx/j9PmoCRt+S4/hjrJMiy0oVFRWAdtes08nT73RiZm4SaXFmhlxettaECYuYZM0rA6PnWwBFUUJZmXWN6yK+b9x5gfJSFJ9MUUAkNx7uweMWvTCFM2ahNxjob2+jt6VJiBnSrBhSreBTcVaKJmOj0Rgajnf06NHjvWSJRPIxQF5JzgCqO+1Uddox6hVWlIWtJfA4oepN7fHESyOeu6FJEzLRupWGxpSVwrMqwWxM9vhELLFhO5IqDuMcGsRiiyV7giiAfAMuPE1DoEQKGb/fH7qwTJw48XgvWfIRoNMpoaxM1PJSUChXvBQRCgqZzc2b8fhEv0vs8mWg0+GqqMDd3CLEUnNjiU024/X4aa4Qh9yZrDHkTZkOQPWu7UJMURQsgfMrWhu29MlIJGcPUsicAQQvKotLUkmwiqKC2k3gtmtLIoN7cQK0D7dzpOcICkrEWgLV58O+cRMQve062BJbGKVb6dgOrRxVPHcB+rAdScGLiik3Dn28SYg1Nzdjt9sxm80UFopbsiWnBxdNzgLgjcMd+MKXSJatBhRo3gWDbUJoetp0UiwpDLmH2NUuLnw0JCURM0fzu9jXixkbRVFCWZnaA8cpL+3eHhELlZeO9qL6xFJYaWkpiqLQ2dlJb2/kFGCJRPLxQQqZM4DXyrWLxkWTo5WVAnfHZZdELIkMmnxnps8k1SqWh0b27sXX04MuPp6YuWJL9siQm7bqfmC0RTaI6vdTtVMzX5bOXxxxOKGy0uTIdQbBstKECRPkksjTlPlFySRYjfQMu9nTIJZsiMuEcYFzJay8pNfpWZGndTYFzzvhqedrGZvoPhlNyNQf6MYfJkiK58wHRaG9+hhDvaLQMeXGaUsknT5ctQNCzGq1UlBQAIyedxKJ5OOJFDKnOU29DspbBtEpcEF427XPOzptNUpZaWNjYAhelG6lwdffAAJlpbAlkXUHu1FVSMuLIz5F3OfUWlXJcF+vlvafOkOI+R2e0AUlvO1aVdXQBUWWlU5fjHpdaDhe0JclEDzPjlNe2tC0Ab8qCpLgjCLHnj14+0SBlF2SgDnGIGxZD2JLTCJrvFYmiigv6ZRQ+XIkys6m4HkmhYxE8vFGCpnTnGBZaV5hMimxZjHYuA0cPWBNhrxFQqjP2cfuDm3p3orcFUJM9fsZeiMgZC5cGfEzR4fgRWZVqoJlpdnzMIQJoJGjveBXMWTEaEbMMbS1tdHf34/RaKS4uPi4r1ny0XLRmDbsiPbloE+m/h1wiCWb+ZnziTXG0j3SzcGug0LMNC4H86SJ4PcztE4sL+n0upChvGZP5Abu0nnauX1s+zsRMWtgZ9NIeQ+qTzzWoJBpbm5mYGAg4rkSieTjgRQypzmhbqWoZaVAen/CKtCLpZoNjRvwqT7KksvIixfnvIzsP4C3sxNdbCy2xWJ5yDXipTFgugxvu1ZVlaqdWnvt+PmicIKxZaV371YqKSnBZDJFxCWnD+eUpmE16mnpH6G8ZVAMJhdBxhRQfaNLSgMY9cbQZvV1DZHdS/EXajvAhta+HhErnq1lgWr2deEP8+aULtDGBjRXHGa4X8zmmIsT0MUY8A97cNWLYiUuLo68PO3cP3LkyHFfs0QiOXORQuY0pnPQyZ5G7Y37wvC2a1UdHU4Wpe369XrtYnFhwYURsaHXtQtQ7Lkr0IWJivqD3fi9KkmZMSRni+3aHbXVDHZ1YjRbKJgxW4j5Xd5QG2zwLnkssqx05mAx6llRponY6N1LwfJS5HC88/O1Vut1jesisjnxF2nn4vD27RHlpdyJyZisBhyDbtrDykvxaelklpSCqlK1Q5xTo+h1o91LhyLLS5MnTwakkJFIPs5IIXMa8/qRDlQVZuQmkpUglmq0zpFmMMVBkVg66nP2sbN9JwAr88XSker3h/wx8RdGipzqQGq/ZHZ6REt2sKxUOHMORpNY5nJW9ILXjyHVijFLFEBdXV10d3ej0+nktuszhAsDGcDXytuilJcCQqZ6HbiGhNDi7MVY9BZa7C0c6RXFgyk/H/PEieDzRZSX9AZdyFhevTdKeSmQlYlWXoqZGiwvdaP6o5eXmpqaZHlJIvmYIoXMaczaQLfSxdGG4JU/q30uW6XtwhnD+sb1+FQfE5MnRpSVnIcO4W1vRxcTE1lWcnhoDLRPB1P9QVRVDbVdRysrOQ4GditNS40QQMFsTHFxMRaLJeK5ktOPc8vSMRl01HQNU9khihXSJ0FKCfhco2bzADHGGJaO0wbnBbOCYwmK52jlpZJZ2jlXu7czQpCUBs65qOWlkkQUqwG/3YOrLiybEx9Pbm4uIE2/EsnHFSlkTlO67S621WiiImKar98PR57XHk++MuK5b9RrGZeVBZFG3mA2JnbFCnRhoqIuWFbKspGSHSseT2M9/e1tGIwmigI7cEKH4/TirNR8NTHTIufOlJeXA7KsdCYRZzGyvFT7W750IGzMv6LA5DXa46CgHsNFBZoX5o36N068vGTRMzzgpi2snTohPZOMovGoqj9i95Ki1x23e2lSYGq1LC9JJB9PpJA5TXntUBt+FaaPSyA/RSzV0LQdhtrAnADFYmv1cctKqsrQ69qdcLRupbFlpXCOBbwJ+dNnYbLGCLGRil7wqdrY+Awx1tnZSWdnJzqdTgqZM4zV07MBePlglPLSlICQqV4HI/1CaOm4pVgNVlrsLRzqPiTETAUFofKSPWxlgd6oC82Uidq9tEDLIEbtXjpOeSkoZBobGxkcHIx4rkQiObORQuY05aUDWlnp0sDFRCB4FzxxNRhEr8pxy0rlh/G0tKBYrcQuXSrEXA4PTUe0rEowxR9EVVUqt24GRi8mYxk5qLVrW6elRZSVgtmYkpISrFZrxHMlpy/nlaVjMepo6HFEdi+lT9RKTH4PHH1FCFkNVpbnLgdgbb3Y2QSj5aXB45SXaqKUlyYs1HwyTYfLcQz0CzFLSSKKxYB/yIO7XjzWhISE0IJSWV6SSD5+SCFzGtI2MMLOek1UXDItSwz6fXDkBe1xlLJS0JcQrawU6lZatgxdmKioO9CN36eSnG2L6FbqrKuhr60Vg9EUsSTSP+LFeUwrEcSELZdUVZXDhw8DMGXKlHd9vZLTE5vZwHkTtSGMLx2MskU6WF46HFleCnbLvV7/esRwvFB5adu245aX2qOWl0pQ1dHp0kEUgw7rpGRAlpckkrMNKWROQ145qGVj5hUkR3Yr1b8Dw51gTYKi5UKo19kb2nNzYb7YkaT6/Qy8+ioweiEZy/HKShVbtGxM0ex5kWWlIz1aWSk9BmOGKIDa29vp6enBYDCElvhJziwuDQjpV45XXqrdBMPi4sYlOUuINcbS6ejkQNcBIWYqKMBcVvbu5aXA/KLjdy+9HRELlpcch969vNTQ0CDLSxLJxwwpZE5DgubKS6dnRQYPP6d9nngp6MXJumPLSrnxuUJsZN8+vK1t6Gw2YpcvF2LO4dGyUnF4Wcnvp3KbdtEoW3xOxOEEy0rh2RgYLSuVlpZiNpsj4pLTn+UT0rGZtOF4exv7xWBKMWROA78XKl4UQma9OTRRem1dlPLSRZohePDV1yJiwY656j2d7zocr+lwOfY+cbKwZXyS1r005I7YvZSYmBjqXgqelxKJ5OOBFDKnGQ09wxxoHkCnwMVTw4SMb8wFI5jWH8OrtVrGJdoQvIGXtN04cStXRnQr1e7Xpqmm5NhIDpsB03L0CPaebkzWGApnhHUrOTw4q/oBzR8zFlVVQxcMWVY6c7EY9aEdXy9HKy9Neffy0kWFge6lhjfw+X1CLH7VxUCge6mrS4jlTUrGbDPgGHDTckwsPSVmZJI1fgKq6qdy61tCTDHoQjNlHPsjszlTp04F4NChQxExiURy5iKFzGnGy4Gy0uKSVFLDdyvVbdZ2K8WkQoFo1m2zt4V2K11SdIkQU91uhl7T7orjV4sxgGM7OwAomZ0RETsaMPmOn7cIQ9gU4JHyntBuJWO6WHIK7rcxmUyMHz/+uK9ZcnqzeppmOH/lYBu+sAxJyKdV/w7YRfGwMGsh8aZ4uke62du5V4iZ8vKwTp8Ofj+DgZJnEL1BFzL9Bs/NsUxcshyAinc2R8RiAl1PI4e6UT2iN2fy5MnodDra2troChNPEonkzEUKmdOMUFlpWpRupUNPa58nXRaxW+nVOu1iMCdjDpk2ce6MfetWfAMD6FNTsc0Xzbr2Pmforrd0nihkfF4vldu1IXjRykrD+7QLV8zMSF9NMBtTVlaGMWy5pOTMYmlpKvEWA51DLnbVi+UckgogZzaofjj8vBAy6o2hjdjB83Ms8ZdqE4IHXopcdVA6TzuHa/d24nWL2ZwJC5ei6HR01FbR29oixEwFCegTzKguX2i2URCbzRZaWCqzMhLJxwcpZE4jjnUMcbR9CKNeidyt5B4e7Vaa9smI575Sp7XAri6K3Ls0+LIWi7/4YhSDKICO7ewAFbLHJxIftrG68dB+nEODxCQkkjdluhDz9jlxB6aoxswQhYzf75fdSh8jzAZ9aCjjC/tbIr9gylXa54NPRoRWFa0CtO4ll88lxOJXXQx6Pc7ycly1dUIsqziB2GQzbqeP+kOikTgmIZGCaTMBqHhnkxBTdArWQFbGse/45aUI87JEIjkjkULmNOL5fdpFYllpGgnWsCzG0VfAM6zdAeeKWZXK3kqq+qow6oxcUHCBEPMPDzMU6AxJuDRS5BzbqS0FDM/GABzdMjo7RqfXCzHHfi01by5KwJAolsDq6uqw2+1YLBaKioqO95IlZwhXzMwBtNKn0yNmSJh6FSh6aNkN3dVCaG7GXDJiMhhyD/FWs+hpMSQnY1uizSUafPklIaboFErnauIpeI6OJVheOvrOpghBEhPoeho52ot/xCvEJkyYgNFopK+vj5aWKKJMIpGccUghc5rg96s8FxAyV84cF/kFB57QPk/7lDYifgyv1GoZl2XjlhFvihdiQxs2oo6MYMzLwxK4Gw3S3Wynp2UYnUGJ6FbyuF1U794OQNmiZUJMVVUc+zTvQrSy0oEDWrvtlClTMIRlgCRnJgsKU8hOsDDk9LK+IizTEZsOJVoJiYNPCCG9Th/ybL1UI4oVgITVo+WlcEESFNcN5T04hz1CrHjuAgxmM/0dbbRXHxNixiybNmHap0bMlDGbzZSVlQGyvCSRfFyQQuY0YVttD20DTuItBs6bGCYOhtqhdqP2eNo1Qsiv+kNlpXCTL8Dgy5r/IGH1JRFTd4/t0O50C6amYrGJGaDqXdtxj4wQn5ZOdmmZEPO0DuPtHAGDLjS7I4jL5QpNT50+XSxHSc5cdDqFK2dpWZln9zZHfkGw3HnwSW0X2BguLdLEytvNb9PnFLuQ4s47FyUmBk9TEyP79wuxlJxYUnJi8ftUasJmypgsVkrmLACilJcUJVTuPF73Unl5OT6fLyIukUjOLKSQOU14JnBxuHR6NhajWMbh0NOamXLcPG12xxh2t++m09FJnCkutHU4iLe3F/sWzawbv1osK/n9Ksd2aVmVCfMit2sf3rQOgEnnnIeiE08Tx17tedZJyegsYsblyJEjeDweUlJSQmPhJR8PgpnCTce66LaLfhfKLgFzPPQ3QqM4dbckqYSJyRPxqt6IlQW6mBjizteyOYPRTL/ztaxM1O6lpcsBqNz2Nv4wQRIsL7lqB/ANiMdaXFyM1WpleHiYujrRmyORSM48pJA5DRh2eVlbrmVH1syKcvEPpuunv7vJd2X+Ssx60asy+NJL4PVimTwZc5hXpfVYH8P9LswxBvKnpAixod5uGg9p5aHJ54hLKVWfiuNAYAjeccpK06dPj8gASc5sStJjmT4uAZ9fjdyIbbRq3XQABx6PeO6lxVpW5uWaSLGScKn2vMHXXkP1iCWk0rkZoEBrVT9DvU4hlj91Jta4eBwD/TQc2i/EDMkWTPnxoBI6X4Po9fqQCT14vkokkjMXKWROA14rb8fh9lGYamNWXqIY7DgM7YdAZ4wYguf0Onmz/k0gyuwYVaX/WW0KcMKayJ1MlYE73OLZ6eiN4mlw5K2NqKqfnLLJJGaKQ/lc1X347R50NgOW0iQh1t/fT319PQDTpk177xcuOeMICu1n90Yxyk6/Vvt85AXwjAihiwsvRq/oOdh9kLoBMQtiW7gAfWoqvr4+7G+LqwdikyzklCYCULldNP3qDQbKFmv+rWAGcSwxgQnBw7s7Ivw3wbJnRUUFIyMjEc+VSCRnDlLInAYEPQdrZuZEZjGCJt/SCyEmWQitb1zPkGeILFsWszNmCzHnkSO4KitRTCYSLhFFjsflC3kOJoR1K6mqyuHNWpfT5OXnRRxrsKXVOi0NRS+ePgcPHgSgoKCAxMTE471kyRnKpdOzMegUDrUMcKxjSAzmLYKEXHANQqU4NybVmsrC7IUAvFwrZmUUg4GEQOmz/9nICcFlCzUxXbG1NWKH0pQVWpde9a5tjNjF44mZloZi1OHtdOBuEmM5OTmkpaXh9XrlygKJ5AxHCpmPmJb+EbbVanMygmbKEH7f6BC8KLNjnqvSMi5XlFyBThH/lAOBbEzc+eehDxMV1Xs68Th9xKdZySoRY21VlfS1NmMwm5kQ2GsTOpwRLyOHtWMNLyupqsr+gFlzxowZ7/p6JWc2yTYTK8q0v31EVkanGz1PD0TOlLmsWCshvVL7SsRG7MRPaNlG+6bNeLvFTqPiWekYLXoGu520BlZiBEkvKCK9oBif18vRMNOvzmLAOiWwsmC36LFRFIWZM7VZNPvDTMYSieTMQgqZj5jn97WgqrCgKJlxSeKYf6rXw1Crtum6VNyf1DTUxI72HSgoXFFyhRDzu92j3UpXRu5kqtiq+RsmLsqKyAAdeUvLxpTOWxSx6dpxoBPV48eQEYMpN06INTc309vbi9FoZOLEie/vxUvOSNYEZso8v68lcmXB9E9pn6vXad12Y1iRu4JYYywt9pbQlvYg5vHjsUyfBl4vAy+ICyiNJj3j52qZw4qtbRHHM2XF+QCUb4xSXpqjPc9xoAt/2ITgadOmodPpaGlpobMzsrtJIpGcGZzWQuYnP/kJiqIIH8EZEB8HVFXlmT1aWekT0Uy+ex/RPk+/Fgyikff56ucBWJC1gOxYcZ2BfcMGfAMDGDIzsS1aKMT62odpqx5AUWDiQtH/4nW7ObpFG1o2aVlkWWk40OVkm5sZIYCCd7UTJ06Um64/5pw7MZ2kGCPtg042HwsTAKnjtYGNqg/2/1sIWQwWVhVqk36fOfZMxPdN/MQnAOh/5pkIT8vERdq5WrO3E1fYkLuyJcvRGwx01tfQUVcjxMyFCeiTLaguX8RMmdjY2NAesH379r2fly6RSE5DTmshA9qit7a2ttDHO++881Ef0kljR10vtd3DxJj0kZuuh9qh8jXt8awbhZDP7+OFam1dwZrxkRmX/mc0n0HC5ZejhE3krdii3dHmT0nBFjaRt3r3dlyOYeJS0sibLJp13S12PC120CsRZSWXyxUaLibLSh9/zAZ9yPT7+M6myC8Inq97H42YKbOmVDtf1zWui5gpE79qFYrViru2NmKmTEZBPMnZNrweP1W7xDKRNTaOkrmaYA83/So6BVtgGWp4eQkIlZcOHjwoZ8pIJGcop72QMRgMZGZmhj5SU1OP+/Uul4vBwUHh43Tl8Z2NAFw+I5tYc9gE3P3/0e5qc+dDupiF2ta2jQ5HBwnmBM7NE9ujPR0dDAdmxyReeYUQ8/n8HN2uCZmJiyOXUpZv1DqgJp1zbsTsmOFdWpnAOjkFfdjwvMOHD+N2u0lOTqawsPC9XrbkY8C183IB2HC0k45BsS2ayVdoM2X66qFeXEswOWUyE5Mn4vF7Iky/+thY4i/USqj9z4gZG0VRQlmZ6OUlzfRb8fZGvG63EIuZrbVwu2oH8PaIHUrjx4/HZrMxPDxMVVXVe79wiURy2nHaC5mqqiqys7MpKiriuuuuo7Gx8bhf/8tf/pKEhITQR25u7od0pCdG77Cb1w5p4uDT8/LFoN+v3c0CzLoh4rnPVmkZl9VFqzHpTUJs4PkXwO/HOmc2poICIdZwsIeRIQ/WeBP5U8XZMf3tbTQc3AeKwtRzxX1NqscXmpBqmxs5PG/Pnj0AzJ49W86OOUsoSY9jbkESPr/KU7vDsjImG0y9Wnu855GI535ivFZCeuZYZAkpaPodevU1/MPDQqx0XiY6nUJn/SA9LXYhljd1OnEpaTiH7dTs2SHEDIlmzAFT+/AeMSuj1+tDrdiyvCSRnJmc1kJm/vz5PPzww6xdu5a//e1v1NXVsXTpUoaGht71Od///vcZGBgIfTQ1RUl9nwY8u7cZt8/PlJx4po5LEIMN70BfHZjiYLI4A6bX2cvGJm1dwZUlYkz1++l/6ikAEqOYfI8ETL5lCzLRh7dOr9cmrhZMn0VCuihWHOU9qE4f+iQz5uJEIdbW1kZLSws6nU6uJDjL+NTcPACe3N2EP9z0OztQXjr6MgyL26tXFa3CordQM1DDgS5xIJ11zhyM+Xn4HQ4G174uxGLiTRRM0zKy4VkZnU4fGhdwaMMbEcdqm6Od0449HREt3MFy6LFjx07rDK5EIonOaS1kLr74Yq6++mqmTZvGhRdeyKuvvkp/fz///e9/3/U5ZrOZ+Ph44eN0Q1VV/hMoK0VkY2D0LnbqVdrd7RhernkZr9/LpJRJTEieIMSG33kHT3Mzuvh44lddLMTsfS4ay7ULSjBFH8Tr8YTKStPPF58HMBzYPmybk4miEzMuwWzMxIkTiY2NfdfXLPn4sWpqFnEWA029I2ypEY20ZE2HrBngc0dM+o0zxbGyYCUATx97WogpikLimoDpNyDKxzJxsXbuVm5vxxu2hXvyMq17qeHQfvrbRaFjnZSCLsaAb8CN82ivEEtPTyc3NxdVVdm7d+/7eOUSieR04rQWMuEkJiZSWlpKdXX1R30o/xM76nqp7RrGZtJz2Ywwr4qjFyoC7aezRZOvX/Xz1DHtzT2Ynh9L3+Pa8LzEK69AZ7UKsYqtragqZJUkkJQpiqOqnVsZGRokNjmFollzhZinewR33QAoo62sQdxud2gI3uzZ4kA+yccfq0kfasUO+r0Egufv3kcgrIR0VelVALzR8AZDbjHDmnDlFWAwMLJ/P87AAtIgeZNTiE024xz2UL1H7JhKzMikYMZsUFUOrHtNiClGHTGBsqh9e6THZu5c7bzfs2ePNP1KJGcYZ5SQsdvt1NTUkJWV9d5ffBrznx3am/5lM3IiTb4HntDuYjOnane0Y9jeup36wXpijbGsLhKXQHpaWrBv2gRA4ic/JcR8Pj+H39bKSpOXhg3dAw6+qb3pTz33QnRhXU7DgTd9y4RkDAlil1N5eXnI5FsQ5seRnB18ap5WXnrzSEfkIskpV4ExBrqPQeN2ITQjbQZFCUWMeEd4tVacAmxMTyd+pebT6vuPmM3R6RSmnKOdw4c2Ra5JmLFSm2JdvvFNPG7xeGLnZWqm32N9eLtF0++kSZOIiYlhaGiIY8eOvZ+XLpFIThNOayHzne98h82bN1NfX8/WrVu58sor0ev1XHvttR/1oX1geofdoQWRnw5cBEL4/bDr79rj2TdBmHH28UrtTf2y4suIMYrD6vr++xSoKjELF2AuEjuH6vZ3M9zvwhpnpGSW2Drd09xEc0U5ik7H1PNWiofj9jG8O1BWWhgpHoNlpVmzZqHTndankuQUMTErnum5iXh8Kk/tbhaDlniYEvBq7X5ICCmKEsoqPlH5RITpN+nTnwZg4OWX8YX5ViYuykZn0Ey/nQ1irHDmbOLT0nHah6jcKu5tMqRYQ/vB7DvErIzBYGDWrFkA7NolDuuTSCSnN6f11ae5uZlrr72WCRMmcM0115CSksL27dtJS0v7qA/tA/P0nibcPj9TcxIiTb4166G3FswJME3MqrTYW9jctBmAT5aJ6wpUt5v+pzWvQdKnIkXeoU3aBWby0pyIBZEHAyn44tnziEsWW9sd+zpRnT4MKRYs48UFkWNNvnJ2zNnN9fM1Qf6v7Q14feLcGOZ+Xvt8+PmISb+Xl1yO1WClur+a3R27hZh19mzMpaWoIyMMPPecEIuJN4UEefDcDqLT6Zl+gTZ078Abr0Qcq22hVsod3t2BGuaxCZZHa2tr6Q5bkyCRSE5fTmsh88QTT9Da2orL5aK5uZknnniC4uLij/qwPjBen59HtjYAcP2CvMgv2HGf9nnm9WAWjbP/rfwvKioLshZQlFAkxAbffBNfTw+GtDTizl0hxHpa7LRW9aPoFCYvFf04HpeTw4GVBNPCTL6qqmIPdDnZFmZHmHy3b9dKBZMmTZIm37OcS6dnk2wz0dI/wrqKsKFz2TO1WUh+D+z+pxBKMCdwadGlAPy7QpwCrChKKCvT95/HUcMG601drg3kq9rdidPuEWJTVlyA3mCgvaaK9mqxTGQpTUKfZEYd8eI4IIqVpKQkSktLAdi9WxRWEonk9OW0FjIfN9480kFL/wjJNhOXzwjzqnRXa/tpUGDe54WQy+cKzY75VJmYqQHoD5p8r7kGxSgOqwvesRbNSCU2ySLEKt7ehGt4mIT0DAqmzRR/Zu0A3g4HilEXmowaxG63hzYGL1iw4L1fuORjjcWoD5VJ/7GlPvIL5n9R+7z7H+AVfSvXlmkZxI1NG2m1twqxhEtXo4uNxd3QwPDWbUIsozCe1NxYfB5/RCt2THwCpQuXArD/DdF/o+gUbPO1Mql9u/jzYNT0u3//ftxhg/UkEsnpiRQyHyL/DLzJf3peHhajaKoNeWNKL4RkMeOytm4t/a5+smxZLBu3TIg5K4/h2L0b9HoSr7laiLkcHip3aOn84B1sEFVV2fOqtuZg5kWXRU7yDWRjYmalo7OKhuTdu3fj8/nIyclh3LgoO6IkZx3XL8jHoFPYWdfL4dYBMTjxMojLguFOrcQ0hpKkEuZnzcev+nmi8gkhprPZSLhSm5XU95//CDFFUZi6TDv3yt9qjpwNEzD9Vm59i5Eh0Udjm5MBegVPsx13k9gxVVxcTGJiIk6nMyTWJRLJ6Y0UMh8S5S0D7KzvxaBT+MzCsNkxriHYF0itz/tCxHOfOKq9wV8z4RoMOlFU9D6qzZyJO/98jBli5uTotna8bj/J2TayxycKsfoDe+ltacJktYbGuwfx9jsZOaLNnIldJJajvF5vyAwpszGSIJkJltC+sEe21otBvRHmfk57vONvEa3Y15VdB2iTfke8YjdRUsDYb9+0CXez2KU0fl4G5hgDg91OGg6LQ/eyxk8gvaAYr8cdMSBPH2siZprms7NvEb+nTqcLZWW2b98eYUKWSCSnH1LIfEj8Y0sdAJdMyyIjXizxsP9xcA9BaikUi7uT9nfup7ynHKPOGLEg0tvdzeCLLwGQfJM4c0b1qxzarJWVpi4fF7E6YM8rzwMwZcVKzDFiB9Tw9nZQwVyUgDFDnDlz+PBhhoeHiYuLY9KkSe/z1UvOBm5aVADA8/tb6R0OK8vM/izozdC6D5pF/8k5484hJzaHQfdgRCu2uagQ26JF4PfT99hjQsxo0oeGO+5fJ86xURSFWasuA2Dfay/i84o+mtjArjHHwW68/WK5a9asWZhMJjo7O6mpEbdpSySS0w8pZD4EOoecvHxAq+N/dnHYUkW/H3Y+oD2e94WIlutHDmsZl9VFq0m2JAuxvv88jurxYJ0+nZiZosel7mA3A50jmGMMlM4TMzXdjfU0HNyHouiYdfGl4uG4fQzv1I41PBujqmrI5Dt37lz0YTNnJGc3s/ISmTYuAbfXHzkgz5aqTaqGUVN7AL1OH/LK/PvovyOyIMmfvQnQJv2Gt2JPOzcXnU6hpbI/ohW7bPE5xCYlY+/r5egWcXmlaVwc5qIE8KvYt4pZGavVGmrF3rp16/t78RKJ5CNDCpkPgX9vb8Tt8zMrL5EZuYlisOp16KnStgVPF428jYONrG/UuopumCQuj/Q7nfQ9oZWcgm/0Y9n/pnYhmXxODiaLWI7a86o2Obhk7oLIvUp7OvA7vOiTLVgmioslm5qaaGtrw2AwyEm+kggURQllZR7b1oDbG9aKHSybHnkeBsS26StKrsBqsFLVV8W2NtHYa1uyBHNpKX6Hg74nnhRicckWSuZordjBcz6I3mBk5sVaVmb3y89FCKTYczSPzfCOdvxOrxCbP38+iqJQW1tLe7vYNi6RSE4vpJA5xTg9Pv69Q2u5vnlJYeQXbPmj9nnOzWCOE0KPHXkMFZWlOUspSSoRYgMvvYSvtxdjdjZx558vxNprB2irGUBnUJi2QjTjOgb6qXhHWzo565LLhZjqUxl6W7s7jVuag6IXs0PbtmkXmKlTp2KziSUniQS00ml6nJn2QScv7A+bvJs9AwqWgt8L2/4qhBLMCaHS6T/K/yHEFEUh+ebPAtD72KP4w7qJZlygdUxV7+1iMGxi77TzL8JosWpZyAPiHiVLaRKGdCuqy8fwLlGsJCUlhUqnwfNeIpGcnkghc4p5ak8z3XY3OYlWLpwsZj9o3AGN20Bvgvm3CqF+Zz/PVz8PwE2TbxJiqt9P78NaySnpM59BMYgZl32BO9MJ8zKxha0VOPDma/g8HjKKxpMzQfS4jBzuxtfrRBdjICas5bq7u5uKwN4bafKVvBtmg57PBQT7fZtrIrdiL7lN+7znYW2v2BhumHQDBsXAjrYdlHeLHUMJq1ZhyMjA19XN4EsvCbG03DjGlSWh+lUObBC33VtssUw9V5tYvetlcbCeolOIW6oJffs7rahhw/wWLVoEwKFDh+RWbInkNEYKmVOI1+fngbc0s+AXzinCqA/7dQezMdM+CfHiCoAnK5/E6XMyMXkiczPFRY5D69fjrqlBFxdH4tVXCbH+Dge1+7sAmHG+OHTP43Syb612EZi9+grBAKyqKkNvael+28JsdCbR/7JlyxYASktLyQjrjpJIxnLdgnziLQZquoZ540hYWab4PMicBp7hUW9YgOzYbFYVaVN5I7IyJhPJN2jl1Z5//DNiQN7Mldq5fmRLG85h0dg7e9XlKDodjYf201lfK8RiZqSjizXiG3AxckgckJeTk0N+fj5+v58dO3acwG9AIpF8mEghcwp55VAbTb0jpNhMXDMnVwx2VULlK4ACi78hhBweR2jS6U2Tb4oQHD33axeApOuvQx82VXf/ukZQIX9qCsnZYvnn4PrXGRkaJCEjkwkLlggxV+0AnmY7GHTEhu1VGhgY4MCBAwAsXbr0xH4JkrOOWLOBGwNemb9tqhG9KYoCS76pPd5xH7iHhed+drJWQlrXsI66gTohlnjN1ehsNtw1Ndg3bxZiuROTScmJxevycfhtsaQVn5bOhMCAvN3hWRmjLmRqH9rcHOGjWbhwofa83btxOp3v5+VLJJIPGSlkThGqqvK3TVo25rOLC7CGZTjYcq/2uewSSB0vhJ469hR9rj5y43JZWSAuchzeuhVneTmK1Rq6Qw1i73NSsU3rOJq1UpxV4/V42P2yNh143mVXRWy5HtqkpeRtczLQx5qE2LZt2/D7/eTn55ObGybIJJIo3LSoAItRx4HmAbbWiDNemHQ5JBXCSB/sfVQIlSSVsDx3OSoqDx9+WIjp4+JI/KS2Z6znocgllDMv0M7NAxua8brFPUpzVmuD9Y5u2Ux/h5glss3PQjHq8LQN4zzWJ8RKS0tJTU3F5XKxc+fO9/8LkEgkHxpSyJwiNhzt5Gj7ELFmA59ZWCAG++rhYGCK6eLbhJDT6wy9gd8y9ZaIAXihbMw1V2NIEhc57n2jEb9XJXt8YsQAvCNvrcfe20NscgqTlp0nxFwNg7iq+kGnELcszBzscIS2XC9ZImZxJJJ3IyXWzKfmauWev26qFoM6/WgWcuufwCuadz83RRue92LNi3QMi7ubkm+8AcVoZGT3Hoa3i+WekrkZxCVbGBl0c/htcf1ARlEJBdNnofr97HzhKSGmtxlD292H1jUKWRmdTsc555wDaILe5RJnzkgkko8eKWROAaqqcu8G7c37uvl5JFjF/Ue8fbfWuVF8LuSK/pfnqp+je6SbLFsWq4tWCzHH3n04du4Eo5Hkz35WiA0PuDjyjvbmPeeSAiHm9/nY+YK2HXvO6jUYwvYxDW3QzMG22RkYwvYxbdu2DY/HQ2ZmJiUlYueURHI8bjmnCINOYUt1Dwea+sXgjE9DbCYMtsCh/4qh9BnMzpiN1+/lkSOPCDFjRgaJV2urOLr//GdBdOj1OmZdpGUi977RgDdsu/WCT2izag5vWs9gV6cQi1s6Dgw63E1DuKrFY50yZQopKSmMjIzIrIxEchoihcwpYGNlJwea+rEYdXx+qbg3ib4G2B/YG7Pse0LI4/OETI6fm/I5jHpRcHT/+c8AJFx+GcZMsQNq/5uN+Dx+MoviGTdBzNQc3bKZgY52rHHxTDvvQiHmbhrCWdkHOohbHpmNCZocly1bFjEdWCI5HjmJ1tBy1HvXV4lBgxkWfkV7/NbvwCcadD8/VVuc+t/K/9Ll6BJiKV+4BcVoxLF7N44wE+7EhVnEJplxDLg58o64TDJnwkTypkzH7/NGZmXiTMTO1/5NDa5/96zM1q1bZVZGIjnNkELmJKOqKve8qb1p37iwgLQ4sf2Zd36vZWOKlkPefCH0XPVztA+3k2ZN44rxVwgxx+7dDG/dCgYDqbeKrdojQ27K39IMjnNWFQqCw+f1su3pxwGYvfpKjBYx4zIYyMbEzEjHkGIVYlu3bsXtdpOZmUlZWdn7/yVIJAG+sqIYnQLrj3ayr1H0nzD3c2BLg746OPC4EFqcvZjpadNx+Vw8VC76YYyZmSRecw0AXeFZGaOOWRcGsjKvN+DziN1NCwNZmUMb3mSwWxRIccvGgUHBXT+Iq1ZcfDllyhSSk5MZGRkJ7RqTSCSnB1LInGTWVXRyqGWAGJOeL5wTlo3pbxxdDhmWjXH5XNx/8H4Abp5yM2b9qABSVZWuP2rm4MRPfAJT2MbpPa834HX7Sc+PI2+yuMbg8Ob19He0EZOQyKyLxHUE7uYhnBW9oEDcCtHEOzw8HMrGLF++XGZjJB+IorRYPjFLO19//+YxMWiyjXYwbf6t4JVRFIWvzNAyNv+t/C/tw6JBN+ULt6CYTIzs3oMjsDYjyKTF2dgSzQz3uziyRfTKjJs0hXGTpmhZmefDsjLxZmxzA1mZNxvCylZ6ISvjDhvKJ5FIPjqkkDmJ+P1q6M36pkUFpMSGZWM2/Rr8Hig8B/IXCqEnjz5Jp6OTTFsm10y4Rog5tm/HsWsXitFI6q1fFGJDvU7KN2nZmPmXFQmCw+vxsP0ZzVQ87/KrI7IxA2vrAYiZmY4xTVwcuWXLFjweD1lZWUyYMOEEfgsSicjXzxuPQafwdlU3O+vEIXjMuVnzygw0wj6xg2lB1gJmZ8zG4/fw4KEHhZgxI2NMVuYv75qV2f1qPZ6wDqZFV30agEMbXo/oYIpbnhvKyoR3ME2dOpWkpCQcDofMykgkpxFSyJxEXitvp6JtkFizgVvCvTGdR+FAwBtz3o+F0LBnOPRG/aXpX8KkH21/VlWVrnv/BEDiJz+JMUuc8bL7lTp8Xj/Z4xPJnSRmYw6tX8tQTxexySlMv+BiIeas7tNMjXqF+PPFVu3BwcHQG/WKFStkNkbyP5GbHMM1c7WM3+/eqBRntRitsPTb2uO37gbP6KyWsVmZZ6qeocUuzodJuSWQldmzh+Et4nLHyUuyiUux4Bh0czBs2m/u5GkUTJ+F3+dj63//JcQMCebQXJnBtfWo/uhZmbfffpuREXEdgkQi+WiQQuYk4fb6+c3rRwH43JJCkmziLBbW/wxUP5SthnFzhNBjRx6jz9VHfnw+lxVfJsTsGzcysm8fitlMyhduEWL9HQ4qtml3lAuuKBYEh8fpZMdzWjfIgjWfxGASxdHA69r+p9j5WRiSxUzNpk2b8Hg8jBs3jvHjxRk3EskH4WvnlmAy6NhZ18vmY6I3hdk3Qvw4GGqFnfcLobmZc5mfNR+v38uf9/1ZiBkz0km6Vlu02nn33cK0X71Rx/zLtJuJva83Rkz7XfIpbQZTxZbNEdN+45blopj1eNqGGTkkHuv06dNJS0vD6XSGpl1LJJKPFilkThL/2dFAQ4+D1FhzpDemcYc2xVfRwXl3CKFeZy+PHNZaTL8646vC3BjV46Hzt78DIPnGGzGmpwvP3fFiLapfpWBqClnFCUJs10vPMtzfR0J6BlNWXCDEnId78DQNoZh0Ed6Yzs5O9u3bB8DKlStlNkZyUshKsHLDAi3z98tXj+Ibu4PJYIZzf6g9fuvuiB1M35yt+Whern2ZIz1HhFjKrbeii43FVVHB4MsvC7HxczNIybHhHvGyNyDcg2QUlWjTflWVLU8+JsT0NiNxgc3Yg280CDuYdDod5weWtG7fvp2BAdEULJFIPnykkDkJDDk9obkx37xgPDbzmCF2qgrrfqI9nnEdpIl+k7/u/yt2j52JyRMjpvj2P/007ro69ElJpNzyeSHWXjtA9Z5OUGD+5aJwsvf2sOulZwBY+unPojeMtnGrPj8Dr9cDELskB32cmDlav349qqpSVlZGXp64q0ki+V/46rklJFiNVHYM8fQesdzDtE9CxlRwDcDm3wihySmTWVWo7WD6/e7fC6UpQ1ISKV/4AgCdf/gD/jGt0TqdwoIrigE4uLEZe5+4YmDxJ69H0emo3buLpiOHhFjskhx0sUa8PU6Gd4g+mtLSUvLy8vB6vWzatOnEfxESieSkIoXMSeD+zbX0DrspSrPxyfCdShUvQuNWMFhg+feFUHVfNU8d0zonvjv3u+iU0T+Hzz5M15//AkDqV7+CPi4uFFNVlXee0lq8yxZmkToujrFs+e+/8bpcZJWWUbpgsRCzb2vD2zWCbsxdZ5CGhgYqKytRFCV01ymRnCwSY0x87VxtqOLdbxzD4faOBnV6WPkz7fGuB6GnRnju12d9HaPOyI72Hbzd8rYQS77hMxgyM/G2ttH3L9Hzkj8lhaySBHweP9ueE79nUlYO0867CICNj/wdv3/UFKwz64kPLF0dXNeA3zFamlIUhQsu0LKc+/fvp6NDnD4skUg+XKSQ+R9p6nXw97e1Gvv3LirDMHbDtWcE3viR9njR1yEhR3ju7/b8Dr/q59zccyM2XPc89CC+nh5MBQUkXSN2MVXt6qCjbhCDWc+CsGxMV0Md5ZveBGD5Zz4nzpQZ9jC4TpsbE78yH51lNHPk9/tZu3YtALNnzyY1NfVEfxUSyXvymYX55CXH0Dnk4oG3RG8KxedCyflaZ18wixkgJzaH6yZeB8A9e+7B6x8VQTqLhbRvaCsPuu+7H2/vaGlKURSWXlMKChzb2UF72HyYRddchznGRld9LeUb1wkx29wsDBkx+B1eBtc3CrHc3FwmTpyIqqqsXbs2YtmkRCL58JBC5n/krlcqcHn9LChK5oJJGWJw25+12THxObDkNiH0Tss7bGnZgkFn4Ntzvi3E3I2N9D6kTfhN+/a3UMasFPC4faE7y9kX5mNLEOfNbHr076CqlC5YQnbpROH7Dq5rQHV6MWbaQvMyguzbt4+2tjbMZjPLly//IL8KieQ9MRv03H6RVl69b3MNLf1hnT8X/EzzklW8CHVvCaHPT/08ieZEqvureeLoE0Is4bJLMU+aiH9oiK577hFiaXlxTAzsUnr7yWNCJ1JMfAILr9KG5G158jFcDkcopugVEldrNwr2bW14Oh2MZeXKlej1eurq6qioqDjRX4VEIjlJSCHzP/B2VRdrD7ej1yn89LIpojF2sBXe/r32+IKfacO/Arh9bn6989cAfLrs0+TFi16Ujl/8EtXtxrZoIXFhJZ59bzRi73MRm2xmxvliGaty29s0lh/EYDRxznU3CTFPxzDDO7SR7QmXFqHoRo/V4XCwbp12N7pixQpiY2NP/JchkbxPLpmaxbzCZJwePz9/STTvkjEZ5mhLI3n1u8LqggRzAl+f9XUA/rL/L3SPdIdiil5P5o/+D4D+p59h5OBB4dvOv7wIo0VPZ8MQlTtFz8uMCy8hKSsHx0A/258VBZJlfBKWicngVxl4pVbIvCQlJbF4sVa6ff311/F4xM4oiUTy4SCFzAfE7fXzkxcPA9oqggmZok+FN34EHgfkLoApnxBCDx9+mPrBelIsKXxxetiAu40bsW/aBEYjGT/6kSCO+jsc7F2rdV8sWlOCwaQfPZ4RB5sf1WbRzLvyahLSRzMuqqrS93w1+MEyKQVLcaLwMzdu3MjIyAhpaWnMnSuWuCSSk42iKPz88inodQprD7dHtmOf+0OISYWuo7DjPiG0pmQNk1MmY/fYuWePmHmJmTWThMsvB1Wl/ed3Cu3YtgQzcy4uAGDrszW4xnhe9AYjy2/QzPR7X32RnmaxjJSwqhD0Cs7KPpyHe4TYkiVLiI+PZ2BgQLZjS85KRtw+arvsH+kxSCHzAXl4ax01XcOkxpq47YKwWStV66D8GS1FfvGvYYwYaR5q5oGDDwDwnbnfId4UH4r5nU467voFACk33oC5aNT/oqoqbz1Ric/rJ3dSMiWzxVbsbc88gb2vl8SMLOZeKgonx54O3HWDKEYdiZeKnpq2tjZ2794NwKpVq9Dr9Ugkp5oJmXHctKgAgJ+8eBiXd8z0XWsSnP8T7fGmX8Hg6PJHvU7PD+b/AIAXa15kf+d+4fumf+fb6Gw2nIcO0f/MM0Js+rm5JGbEMDLoZvvzoj+ncOYcimbPw+/z8ubf/yKIIGNaTMgY3/9SDX7XqD/HZDKxcqXWbfjOO+/Q0yMKHYnk4849645x0R/f5l/bG977i08RUsh8QCrbNQX6/y4qI94yZku12wGvfEt7PP9WyJ4RCqmqyi93/hKXz8X8zPlcUniJ8D2777sPT3MzhowMUr/0JSFWvbuTpoo+9AYd53yqVMjUdDfWs/fVFwA497NfFIbf+YY9DLxaB0D8+fkYkkaH3/l8Pl588UVUVWXy5MkUFhZ+8F+IRHKC3Hb+eNLizNR1D3P/5jDj74zrIGcOuO2w9v8JoWlp01gzfg0AP932Uzxjyk+GtDRSv/ZVADp/+zu8XaPZHr1Rx/LrNH9O+dstgvFXURTOu/lWjGYLLUcPU75ZNP7Gn5uLPtmCb8DN4Jtixmby5MkUFRXh9Xp5+eWXpfFXctZwsLmfB9+uxe31k51oee8nnCKkkPmA3H3NdJ6+dWFoIV6Izb+G/gZtUumKHwqhNxve5K3mtzDoDPxgwQ8EMeKsqKDnQW3Lb8b3v4/ONuqpcTk8oXbr2Rfnk5g+uhfJ7/Px+n1/xO/zUTJ3IYUzxanBA6/W4Xd4MWbGELskW4ht376dtrY2LBYLF1100Qf/ZUgkH4A4i5EfXaIZ0v+0oYpjHUOjQZ0OVt8Dih6OvAAVLwnP/easb5JsSaa6v5oHy8U9TMnXX49l8mT8g4O033mXEMspTaJsYSaosOnfR/GNGXYXn5rOoqu1PUxv/eufOAbHCB2jnqQrtNZx+5YW3C2jqXRFUVi9ejUGg4G6ujr279//wX8pEskZgsfn5/89cwi/CpdNz+bcsoz3ftIpQgqZ/4E5BcnoxphmaT+kdSoBrPotmEdNs33OPu7aob2p3jzlZooSxpSNvF7afvgj8HqJu+AC4i+6UPg57zxVhWPQTWJGDLNWinuR9rzyPO01VZhjbJx3861CzHmsD8eeDlAg8crxKGNaw3t7e9m4cSOgdV/ExYV5fCSSD4HLpmdzXlk6Hp/K7U8fFCf+Zk0b7fZ75dswMrrEMdGSyPfmaRvkHzj4ANV91aGYYjCQdefPQa9n6PXXGVonZlcWfaIEi81IT8sw+94QsyuzVl1OWn4hTvsQGx9+QIhZSpOwTksFFfqePiZM/E1OTg51+73xxhvY7R+tZ0AiOdU88FYtFW2DJMYYuePSSR/psUghc7LwuuDZL4LfCxMvg7JVQvgXO35Br7OXksQSvjhNNPj2PvwwziNH0CUkkHnH/wmx+oPdHN3WDgqc+5ky9MYxYqS1ha3//TcAy2/4PLHJKaGYf8RL3zPaJm7bgizM+WO8OH4/L730El6vl8LCQmbOnHlyfgcSyQmiKAp3XjmFOLOB/U39/HNLnfgF59wOKePB3jE6kynARQUXsXzccrx+Lz/e9mN8YwbaWSZOJOVzWvdT+09/hm9wMBSzxppYcrWWXdn1ch3dzaOiQ6fXs/KLX0fR6Ti6ZTPHtr8j/MzES4vRxRjwtA0zGLaMcuHChWRkZDAyMsKrr74qS0ySjy01XXb+uF6rEtyxehKpseb3eMapRQqZk8WmX0HnYa3b4pLfC6E3G95kbf1a9IqeO5fcKWy3dlVVhbZbZ3zvexjS0kIx57CHjf/WFlHOOC+XrJLEUMzv9/HG/X/E63GTP20mk5eLbdr9L9fiG3BjSLGQcLHofdm5cyd1dXUYDAZWr14t9ylJPlKyEqx8f5VWYvrdG5XUjO2AMFrg8j8DCuz7Fxx7IxRSFIUfLvghscZYDnYd5OHDDwvfN/UrX8ZUUIC3q4v2n98pxErnZ1I4PRW/T2Xdw0fweUezK5nF45l/xdUArHvwrzgG+kMxfZyJxMs1ETS0sUkoMen1ei6//HJ0Oh1HjhzhYFgLuETyccDj8/PNJ/fj9vo5pzSNK2fmvPeTTjFSyJwMmnbClj9oj1ffA7GjYqR7pJs7t2tvojdPuZnJKZNDMb/bTct3vqvNjFl2DglXXC5827efPIZjQCspBTf5Btn5/NO0HD2C0WLlglu+KoiRkYqeUEkp6epSdGPatDs7O3nzTW3y78qVK0lJSUEi+ai5dl4ui0tScHr83PaE9iYZIm8BLAiY31/4MthHDbyZtkxun3s7AH/e/2dhqaTObCb7V78EvZ7Bl15i4OVXQjFFUVh+XZlWYmq2s/vVeuF4FnziU6TlFzIyNMibf/+zkF2xTkvFOjUV/Cq9/61EHXOs2dnZLFu2DIBXX31VLpWUfOy4d30VB5sHSLAa+c0npp0WN8JSyPyvuIbguS+C6tcW3026LBTyq35+8PYP6HX2UppUyq3TRQ9L1z1/wFVZiT45mey77hJOiMrtbRzb2YGiwHk3ThRmxrRVVbL1Ka2kdN7Nt5KQPmqy8g266XtaS/nFLsnBXDC6Fdvr9fLss8/i8/koKSmRM2Mkpw2KonD31TNIsBo51DLAPeuOiV9w3o8hfRIMd8GLX9WWsQa4ouQKzs87H6/fy/fe/h4j3tFpwdYZM0i9Vft31/7Tn+JpbQ3FYuJNLPu01sW0Z20DrdX9oZjeYOSiL38Tnd5A9a7tHNogZoISLy9GZzPi7XAw8JpYDluyZAk5OTm4XC6ef/55/GNauSWSM5k9Db38ZaPmR7vryilkJnx0nUpjkULmf0FV4aXboLdWW0Nw8a+F8COHH2Fb2zYsegu/Pee3QklpeNs2ev/5TwCy7roTw5jdRv0dDjY9rr2Rz11dSGbRqBhxjzh45U+/RfX7mbBwKZPOOXf0cPwqvU8exT/swZhpI2FlgXA8GzZsoL29HavVyuWXX35aKGmJJEhmgoVfrZkKaOsLttWMmclitMCav4PeBMfWwu6HQiFFUfjxwh+TZk2jbqCOu3ffLXzf1Fu/iGX6NPxDQ7T+v++h+ka9NCWz0ymdn4HqV3nzocM47aOt3OkFRSz+5PUAbHz4AbqbRudk6GNNJF1dCoB9SysjR0aPVa/Xc+WVV4a6mOSgPMnHgYERD9988gB+Fa6cmcPqadnv/aQPCSlk/hf2PgLlT2stolf9UxvkFaC8u5x7994LwPfmfY+ixNHSkKejk5bvaunwxGs/RdyKFaGYz+Pn9QfL8bp85JQmMjswjRS0OTRv/v0vDHS0E5eaxvm3fEUQI0Mbm3DVDKAYdSR/ugxljDH46NGjbN26FYDLLrtMdilJTksunprFNXPGoapw25P76BpyjQYzp8D5P9Uer/0BtB0IhRItidy5WCvhPln5JGvr1oZiitFIzm9+gxITg2PXLrr+9CfhZy67dgIJ6VbsfS7WP1ohlJHmXrqGgumz8LpdvPyHX+NxOUMxa1kysUs0f0Df08fw9o8ea2pqKqtWaYb/DRs2UF9f/7/9YiSSjxBVVfnuUwdo7HUwLsnKTy+fHP4FH82BBZBC5oPScRheCwzqOu//IG9+KNTr7OVbm76FV/WyMn9laHgXgOrx0PLNb+Lr7sY8YQIZt98ufNt3nqqiu8mOxWbk/M9OFtq79619maNbNqPodKz66rex2Ebbu121/Qyu0+4YE68owThm1kxvby/PPfccAAsWLGDiRHGZpERyOvHjSydTkh5Lx6CLrz2+F++YNmfm3wqlF4HPBU9+RmjJXpSziM9P1VYN3LH1Dmr7R4fsmfLzyfr5zwDoue9+hjZtGo1ZDFx4yxT0Bh31B7s5sH60G0nR6bj4K9/ClphET3Mj6/9xnyB0Ei4qwDguFr/DS+/jRwW/zMyZM5k+fTqqqvL000/LlmzJGcuDb9fxxpEOTHodf71uljgEtmEr/GsNDHe/+zc4xUgh80FQVXj5m+B1QskFsOgboZDX7+X2zbfTNtxGXlweP170YyFr0vm7uxnZuxddbCzj7v0jOqs1FDuypZXyt1oAOO+micQmjba0tRw9wubHtMFfy66/mXETp4z+zD4nPf+uABViZqZjmz3qmfF4PDz11FO4XC7GjRvH+WFLKCWS0w2b2cB918/CZtKzvbaX375RORrU6eDK+yAxXxs8+dytMMaD8pUZX2Fe5jxGvCN8c9M3cXhGN1YnXHIJSZ/WBt61/r/v4W5uCcXScuNYfJXWjbT12RqaK0cFUkxCIqu+9h0URcfhTes48MaroZhi0JFybRmKWY+7YZD+l0fFk6IoXHLJJaSlpWG323nmmWfwjSlrSSRnAjvrevnVWq179v8uncS0cYmjwcFW+O+NULMBNv/mozlApJD5YCgKfOJBKFutvanqRn+Nf8ONamAAADYjSURBVNjzB3a078BqsPLHFX8UdikNvPQSvY88AkD2r3+FKX90uF177QCbH9fesOddWkjB1FHPjL23h5f/8Cv8Ph+lC5cya9Vod5Pf7aPnsSP4h70Ys20kXlkSiqmqygsvvEBbWxtWq5Wrr74ag8Fw8n8fEslJpiQ9jt9cNR2A+zfX8srB0X1LWJPgk4+B3qz5ZTaPetMMOgO/PufXpFvTqR2o5Yfv/BC/Oip00r/3/7BMm4Z/YIDmr34V//BwKDZlWQ4T5mei+lVef6Ccwe5R03DelOksufYGADY+8gDNR8pHf2aKleRry0CB4e1t2HeOHqvJZOLqq6/GaDRSV1fH66+/fvJ+SRLJKaap18GX/rUHn1/l8hnZXD8/bzTodsATn4bhTkifDOf/+CM7TilkPiiJefCpf4NtVHC8UP0CjxzRhMpdS+6iJGlUVDj27KHtB9rKgpRbbiHuvPNCMXufi7X3H8LvVSmcnhra0gvgcTp57jc/w97XS8q4PC689euhDI+qqvQ9U4WndRidzUDKZyYJrdZvvfUW5eXl6HQ6rrnmGhISRk3DEsnpziXTsrhlqTYD6Vv/3c/+pv7RYNZ0bdQBwOZfwcH/hkKp1lTuXn43Rp2RdY3rQl41AJ3JxLg/3IM+NRXX0aO0fPf2kPlXa8meQHp+HM5hD6/+7SBu5+iCyLmXfYKyxcvw+3y8+PtfMNjVGYpZy5KJD0zd7n+hBlf9aNt1eno6n/iEtsh1586d7Nq16+T8giSSU8iQ08PnHtlFz7Cbydnx/HLN1NHqgt8Pz98KrfvAmgyf+heYbMf/hqcQKWROEttat/GTrT8B4Japt3BB/gWhmLuxkeavfg3V4yHuggtI++ZtoZhrxMvLfz7A8ICbpMwYzr9pEkrAF+P3+3jlT7+ls64Ga1w8V9x+BybLaClq8I0GRg50gU4h5bqJwkLIw4cPh1YQXHLJJXIhpOSM5HsXT+TcsnRcXj+ff2Q3zX2jpSJmXgeLA2XdF74CjdtDoRnpM/jpIs0Y/FD5QzxX9VwoZszOJvcvf0YxmbBv2EDn3aMDLA0mPRffOhVrvImelmHeePBwaB+Toiis/OLXSC8oZmRokGd++WNG7KP7oeKW52rzZXwqPY8ewdM1eqxlZWWcF7h5ee2116ipqTl5vySJ5CTj86t8/fF9HOuwkx5n5sEb5xBjGpPN33iXtgNNZ9Ru6JOL3v2bfQhIIXMSONZ3LGTuvbjwYr4686uhmLe3l6Yv3oqvrw/L5Mlk/+bXKIFSlM/rZ+39h+hpsRMTb2L1V6djsmoni6qqbHr0QWp270BvNHL5d/+PxIzM0Pe1b29laKNmSky6sgRzUWIoVldXx7PPPgto5t7Zs2ef6l+BRHJK0OsU7r12JhOz4um2u7j54V0MOEZbpDnvJ1qJ1+fW0tzdVaHQpcWX8oVpXwDgZ9t/xtaWraGYdfp0sn75CwB6//EPeh/7VygWm2Rh1a1TMRh1NJT3sOnflSGDr9Fs4fLv/ojY5BR6W5p44bc/x+t2A5rQSbq6FGNuHH6Hl+5/lOMbcoe+75IlS5g6dSp+v58nn3yS1jEzbSSS0wVVVfnBs4fYWNmF2aDj7zfMISth9Aaa3f+At3+nPb7sXshf9NEc6BikkPkfaRpq4kvrvoTdY2d2xmzuXHwnOiUgVIaGaPr8Lbjr6jBkZTHur38NmXv9fpUNj1bQfLQPg1nP6q9OJz519GTZ/swT7HtN2/h70Ze/Sc6E0U6jkfJu+l/Q7ujiz8/DNndU4LS2tvL444/j8/mYMGECK1euPOW/A4nkVBJrNvCPm+aQEW/mWIedmx7eybArUPLR6WDNA5A9Exw98OgV0D/adfSVGV/h4oKL8fq93LbpNvZ37g/FEi65hLRvfB2AjrvuYuDFF0OxzKIEVt4yBUWBo1vb2PHCqIk3PjWNNd//KeYYGy1Hj/Dqn36HP7DnSWfSk3rjJAwpFnx9Lrr/WY4/UJ5SFIXLL7+cwsJC3G43//rXv+jpGTMrRyI5Dfj12kqe3N2EToE/fmoG03MTR4Plz8LL39Ien/NdmPHpj+QYw5FC5n+gfbidW964hU5HJ8UJxfxxxR9DQ+/8TifNX/oyziNH0Ccnk/fQgxgz0gFtcN2mfx/VJvfqFC66ZQppeaNzXfa88kJocu+KG2+hbNE5odjI0V56Hj8KKtjmZRJ33qj5qru7m3/961+43W7y8/O56qqr0Onkn1hy5pOVYOXRm+eTGGNkX2M/tzy6G6cn0AFkssF1T0NqKQw2w6OXg13zr+gUHXctuYvFOYsZ8Y7w5fVfprJ3tAsq5dZbSbrhMwC0fv8HDG3YGIoVTktl+XVlgDb5d8/a+lAsLa+Ay7/zQ/QGA1U7t/L6X/8QEjP6WBOpn52CzmbE0zpM9z8P4w8IL4PBwCc/+UmysrJwOBw89thj9Pf3n6pfm0RyQty/uYb7Nms3yb9cM5WLpmSNBqvXwbNfAFSYczOs+OFHc5BRkFe5D0iXo4vPv/F5Wuwt5MXl8feVfyfBrJlp/SMjNH/5Kzh270YXG0veg3/HXKTVEFVV5a0njlGxpQ1FgQtunkT+lNF9RwfefI1Nj/4dgEXXXCd0KDmP9dHzryPgU7FOTSXx8pKQ+aqrq4uHH34Yh8NBVlYW1157LUbjmF5/ieQMZ0JmHI98dh42k56tNT186V97RsWMLRU+8zwk5EFvjSBmjHojv1/2e2akzWDIPcQX3vxCSMwoikLG975HwuWXgc9Hyze+wdDGUTEzaUk2C67Q/u1uf76WvW+MTvfNnTyNS75xO4pOx5G3N/LGfX9CDbSCG1KtpN48BcViwN0wSPfDh/G7tWO1WCxcd911JCcn09/fz8MPPyzFjOQj5/7NNfzyNa3N+vsXl/HJuWM6lKrWwRPXgd8Dk9fAqt9p3btA02ATd2y5A5fPFe3bfihIIfMBUFWVb2/+Ng2DDeTE5vDQhQ+RFqMtivTZh2n6whcZ3roVJSaG3Pv+hmXSJEArJ21+/Jg2K0aB826axPg5ozNf9rzyAuse/AsAs1dfyYI1nwrFnJW9dD96BLwqlskpJH9qAopeO5E6Ozt5+OGHsdvtpKenc/3112OxnB47MCSSk8n03EQevHEuFqOOjZVdfP6R3TjcgTJTQg7c8DzEZkLnEfjnKm3OBRBjjOEv5/+FickT6XX28rk3PhdaMKnodGTddRdxK1eiejw0f/0bDAYWqwLMvqiA+ZdpZvltz9YIYmb8vEVc8nVNzBzevI7X77sXf6ALypQTS9rnpmgzZuoGtcxMoMwUGxvLjTfeSFJSUkjM9PWNzq6RSD5M/ryhKiRivnHeeL64rHg0WPkaPHGtNjdtwiq48n7Qad2xtQO13LT2Jp6rfo7f7/59tG/9oSCFzAdAURS+N+97TEiawN9X/p1Mm+ZR8Q0M0PT5z+PYtQudzUbeg38nZs4cLebzs+4fhzkcEDErri9jwnzteaqqsv3ZJ0OZmLmXX8Wy628OZVscBzrpfuQIeP1YJiZrA7j02p+upaWFhx9+mOHhYTIzM7nxxhux2T66NjiJ5FSzsDiFhz87jxiTnnequ7npH7sYcgYMwCnF8NlXIX4c9FRpYqZPEx7xpngevPBBpqZOZcA1wOff+HzIM6MYDOT8/m7iV60Cj4eW277JwEsvhX7mnFWFzL2kANDEzLbnqkMG4AkLl3DxV7+tDczbvI6X7vlVyABsyo0jNSRmBuj6+yF8di2WkJDATTfdFMrM/POf/6Szc7SlWyI51aiqym/WHuV3b2i7/b6zspRvXlA6+gXlz8CT12tm+omXwdWPgEGzTxzqOsSNr91I50gnJYkl3DLtlo/iJQCgqOpHvCThFDM4OEhCQgIDAwPEx8e/9xNOAL/qDxl73c3NNH3hi7hra9ElJJD34N+xTtUW4LmdXt548DAN5T3odArn3zyaifH7fGx4+AEOvPEKoJWTFqz5VEjE2Le10v9iDahgnZ5G8tWlKAbtZx47doynnnoKj8dDVlYWn/nMZ4iJiQk/TInkY8mehj5u+sdOhlxeyjLj+MdNc8lODBjm+xrgkUu16b+2dPj0k5AzCwC7286X13+ZfZ37MOvN/HrprzkvX2uNVr1e2n74QwZe0Iy/ad/+Fimf/3zo3+Pe1xvY9pzmIZi4KIvl101AF7ipqNqxlVfu/Q0+r5fcydO4/Ds/whz49+husdP9j3L8w55Q2cmQrGVNBwcHefTRR+nu7sZisXDttdeSP2ZYpkRyKnB7/Xzv2YM8u1ebcP29i8u4NZiJUVXY9hd4I+CDmbxGM9XrNbvCOy3v8K1N32LEO8KUlCn89fy/kmRJivZj/ife7/VbCpmTwMihcpq+9CV83d0YMjLIfeABLBM0VTvU6+SVvxykp8WOwajjoi9ODXli3M4RXvnjb6jduwsUheWf+TyzL9E8MapPZeCVWuxbtdS4bUEWiZcVh2bM7N69m1deeQVVVSkuLuaaa67BbDZHOTqJ5ONLecsAn314F11DLjLizfzjprlMzg4MfhxshX9fDR3lYIzRFrtOuAgAh8fB7W/dzubmzSgo3D73dq6beB2KoqD6/XT++jehKdxJn76WjB/8ACUwFfvIllY2/esoqgq5E5NY+fkpWGzaG3xj+QGe/+2deJwjpIzL44rb7wiNTfB0Oeh+qBxfvwudzUjKZyZiLtCO1eFw8J///Ifm5mYMBgOXX345UwM3QhLJyWZgxMNX/7OXt6u60esUfnnlVK6Zm6sFfV5NwOy4T/vveV+Ai34VKif9t/K//HLHL/GqXhZlL+Ke5fcQYzw1N9BSyAQ41UKm//nnaf/xT1BdLsxlZeTefx/GDC3b0l47wKv3HWJk0I013sSqW6eSWaS9cfW1t/LS3b+gq7Eeg8nMqq99m/HztH58/4iXnv9U4KrqByD+gnzizs1FURS8Xi+vvfYae/bsAWD69Olcdtll6PX6yIOTSM4CWvpH+Ow/d3Ksw47VqOc3V03j0unZWtA5CE8FdsGgwLk/hCXfBp0Or9/Lr3b+iicrnwTgipIr+NGCH2HWazcEvY88Qsevfg2qSsz8+eTc83sMyckA1O7v4s1/HMbr9pOYEcOqL00lKVMr6XbUVvN8YBq3JS6ey775PXInTwPAO+Ci55HDeFqHQa+QtGZ8aDea2+3mmWeeobJSMyIvXryY8847T3YeSk4qxzqG+MKju6nvcWA16vnr9bNYMUHrqGW4B57+LNRt1v77gp/Doq+BouDxe/j1zl+H/r1cUnQJP1/0c4z6U9dUIoVMgFMlZFS3m45f/Yq+/zwOgG3ZOeTcfTf62FhUVeXA+ia2PVuD36+SkhPLJV+ZRlwglVy9ewdr//J7XI5hYhISueK7/0fW+AkAuJuG6Hn8KL5eJ4pRR/InJ2Cdkhp6LU899RRNTdqcjBUrVnDOOecISyklkrORsXeYAJ9bUsj3Li7DqNeBzwOvfgf2PKx98YRL4Mq/gSUBVVV59Mij/H7P7/GrfialTOKe5feQHasJocE336Tt/30Pv8OhzYK694+hknFX0xCv/u0g9l4XRoue5ddNoDQw02mot5sXfnsXHbVVKDodSz51A3MvXYOi0+F3++h7spKRw9oMGdv8TBJXF6EY9fj9ftavX8+WLVsAKC4uZs2aNdL3JjkpvHKwje8+fQCH20dOopX7PzObKTmBDGbrPnjyBhhoBKMNrvgLTL4S0EaN/L+3/h97O/eioPCNWd/g5imaj9PvcND/zLMkXX/dSb8WSSET4FQIGVVVafr8LQwH3mxSv/IVUr/yZRSdDqfdw4bHKqg7oL2hFs9K59wbyjBZDHhcTt5+/JHQoLvsCZO49Lb/R2xyCqqqYt/SysBrdeBT0SeZSbl+EqacWAAqKip48cUXGRkZwWw284lPfILS0tLoByiRnIX4/Cp3v1HJXzdpHpbpuYncc810itK0f0PseUQTND63tj17zQOQtwDQVozc/tbt9Lv6iTPFcceCO7ioUCtDuaqraf7q13DX14PRSPo3vk7yzTej6HQ4Bt2sfeAQbdXabqWyRVmc88lSjGY9HpeTN+7/E0e3aHe3hTNmc9FXvkVMfAKqX2VwfSNDGxpBBWOWjeRPl2FM01L0hw4d4oUXXsDr9RIbG8uaNWsoKvpox8BLzlyGXV5+9tIRntyt3QQvKk7hz5+eRbLNpO1N2vYnWP9zrb06uQg++W/I0LptNzRu4P+2/B+D7kFsRhu/XvprluUuA8BZUUHLd76Lu6aGjB98n+Qbbjipxy2FTIBTlZEZXPs6bXfcQfavf0XcihUA1B3sZtO/juIYdKMzKCy5ajxTluWgKApt1ZW89pd76GttBmDWxZdxzvU3ozcY8PY56XumCld1PwDWySkkXVWKzmrA6XTy5ptvhkpJWVlZXHXVVaSkpEQ9LonkbGdteTvfffoAQ04vFqOOH6yayPXz89HpFGjZA0/dBP2NoOhg6Xe0CaUGE632Vr6z+Tsc6j4EwKVFl/K9+d8j3hSPb2iIth/9H0OB7dUx8+eTddddmMbl4Pf52fVqPXterUdVITFD25mWURiPqqoc2vA6G//5AF6PG2t8AufdfCulC5agKArOY330PlmJf9gDBh0JK/OJXZKDolPo6Ojg6aefpqurC4CFCxeyYsUKTCbTR/WrlZyB7Gno4ztPHaCuexhFgS8tK+ZbF5Ri0Ou0fwcvfHW0lFS2Gi7/C1gTGXAN8Ps9v+fZKm3dzeSUyfz2nN+SG5+L6nbTfd/9dD/wAHi9GNLTyf7Nb7AtmH9Sj10KmQCn0iPj6+9Hn5iIY9DN1merqdzeDqAtf/zsJNLz4/G4nOx47r/sfOFpVL8fW1IyF37x6xTOnIPqVxne2c7Aa3WoLh+KUUfCxYXYFmrTFCsqKnjttdcYGtIW0y1atIhzzz0Xg8HwrsckkUigtX+E7z59gC3VWvlmSUkqP79iCoWpNnAOwKu3w8EntC9OK4NLfg8Fi/H4Pdx/4H7+fujv+FU/KZYUbp97OxcXXgzAwLPP0X7XXagOB4rVStpXv0LyDTegGI20HOvjzX8cYbjfBQpMXT6OBZcVYbIa6Gqs59V7f0t3k9YKXjJ3Ied97kvEJiXjG3TR+99joRsZU24cSVeNx5hhw+128/rrr4duZBITE1m9ejUlJSUf7i9UcsZhd3n53euVPLJNE9iZ8Rbu+eQMFhanaIbeHX+Djb8Aj0Mzw1/0K5h1AygK6xrWcdeOu+ge0SoLN0y6gdtm3YZRb8R55Ait3/8BroCXK+7CC8n88R0h/9jJRAqZAKe0/drn59CmFna+XId7xAsKzDg/j/mXFaI36KjasYVNjz3EULd2R1W2eBnn3nwr1tg4XI2D9L9Yg6fZDoApP15bOJdqpa+vj7Vr14ZMf8nJyVx66aVyg7VEcgL4/SqPbW/gl69V4PT4Mel1fH5pIV89t0Tb5Fv+LLz6XXBob9bMuA4u+BnYUtnXuY87ttxB/WA9AIuyF/HD+T8kLz4Pd309bf93B45duwAwT5hA5k9+TMzMmTjtHt55qorKHdpNjS3RzNJrxlM0Mw2f16vd1Dz/X/w+H2abjYWf+DQzLlyFTm/AsbuD/pdrUV0+0CvELs4h/txcdBYDx44d4+WXX2ZwcBCAqVOncsEFF5yyTkzJmYvfr/LCgRZ+s7aStgEnAJ+YNY7/Wz2RxBgTNO2Cl78JHVrmkbxF2vLH1PE0DjZy9+672dC0AYCC+AJ+uuinzMqYhbe3l65776X/v0+B348+KYnMH99B/EUXnbLXIoVMgFMlZFoq+3jryWP0tg4DkJYXxzmfKiWzKIGO2mre+vc/aCw/CEBcahorbriF8fMX4e0eYXBdA479mrhRzHriV+YTuzAbx4iDt99+m127duHz+dDpdCxZsoSlS5fKdQMSyQekrnuYn7x4mM3HtH9zmfEWvnvhBC6fkY3B1Q/rfzpqBDbHw+Kvw/wv4TaY+Ef5P/j7wb/j9rsx6AxcU3oNt0y7hRRLCgPPPU/nr3+Nb0Dzx8StXEnabbdhLiqkqaKXTf+pZLBrRPuZRQksXFNMdkkinfW1vHH/vXTUVgOQmJnFOdffTMmcBfgG3fQ/V43zaC8AOpuR+Avysc3NxO11s2HDBnbs2AFoe5sWLlzI4sWL5SRvCQA763q585UjHGzWzsncZCu/uHIqS8enaZvh1/8MKgLLUS2JsPJOmHEd/e5B7j94P09UPoHX78WgGPjslM/yxelfxORT6P33f+j+61/xB6oD8asuJuOHP0SflEzt/i72vt7Aqi9Pw5ZwckeASCET4FQJmZf+dIDGwz1YbEYWXFHExMXZdDXUsu3p/1CzW3uj0RuNzL3sKuZd/gkUp8LQ+kaGd7eDto6FmFnpJFxciNvgY+fOnWzduhWXS9tXUVhYyMUXX0x6evpJO2aJ5GxFVVXWVXTys5cP09SriYuiVBvfOH88q6dlo2/ZBa98C9oDd6m2dM07M+sGGkY6+OXOX7KlRTP3Ww1Wbph0A5+Z9Blswz46f3c3A889pw0R0+tJXLOGlC9+EV16JnvWNrD/zUa8Hu0ffcG0VOatLiRlXAzlG9ex5cnHcAz0A5BVWsaCKz9JwYzZuI71M/BKLd6AEDKkWolbnkvMzDRa2lp5/fXXQ92LMTExLFmyhNmzZ8tZUmcpexp6+fOGajZWamI91mzgS8uL+dySQiz2Znj7btj3L1B9aKWDT8P5P6XfYOTxo4/z2JHHGPJoImVxzmK+PfvbFMfk0f/U0/Q8+CDedi3DaJ40kczvfx/rnDk0HOphx0u1dDdpVYXp5+Wy5OrxJ/V1SSET4FQJmf4OBwc3NDH30kK66ivY8+oL1O7ZCYCi6ChbsozF11yH1ROL/Z0WHAe7wKf9qi0TkohfWcBIrI/t27ezZ88e3IGR5pmZmZx//vkUFxfLtmqJ5CTj9Pj455Z67n+rhn6HttagOM3GzUsKuXJGFjHHXoQNP4e+eu0JtjRtINicz7FjsJo/7v1jyAxsNVhZM34N10+8ntQ2B133/AF7cOGkXk/8hReS/Lmb8eeUsPOVOiq2tKH6tfeAcWVJzLwg7/+3d+/BUdX3/8efn3P2lt0NmwRyITcSgnITgtxBKSJM1alW6mDt2NbUWlsV7c8v01btTKFMa2ltVUa8Tp1vaDv681qktWoVfuAFBQsIKkiEEG5JIPdNdpPs7Xx+f2zYQIUUlbCb9P2YOZPd8zkn+95PNnte57NnzyG31MW//vZXtr28hmgk/h6QXTKSGQu/yagpM+ja2kj7uoNYnfFrNJkZTtLnFpI2OYdP9+9l3bp1NDfHjwNyuVxMmzaNGTNm4PV6z1GPimSxLM3b+5p4dMM+ttT0jOAp+Nb0Yv5nwflkd+yGd1fBrpd6Agxw/hUwfylHvVn8efefeeHTF+iKxsPy6MzRLJm6hBme8bS9+FeaK/+XWGP8Y1dbdjbZ/+fHeK+8mk+3NbJz/eHEpxF2l0n5/CImzS/C6T67nxxIkOnRX0Em0t3N7rc38MFrf6f5yKH4TKUYM/srzLj6m7j9boKb6wnt9yfWcZT6GPLVYmqtZrZv384nn3yC1XO13JycHObMmcP48ePlBFhC9LOO7gh/evcAf3y7Bn9XPND40ux8a1oR10/NY8TBF+GdleCPj3pgS4OJ30RP+g7/T7fz2M7HqWqNH8NmKINLiy7lmvOu4cJ6F82PPkrne5sTj+WeNo2MaxcRLZ/DtnV17NvWkAg0Wfkexl2cT+FoBx9v+Ac7X3+FSCh+XIM3M4sJ8y/jgosXoD6N0PH2EaxAvFblNHFPzsE9PZdd9XvZtGlTItCYpsm4ceOYMmUKI0aMkB2iQaYlGOaFbYd5esshDjR3AmA3FYumFHLL7HxGHFsP2/8EBzf1rjRyHrGv/JT37Jrnq57nzSNvEusJN2OyxnDThJuYEyjE/8wztL/8D3R3/DVoGz6coTf/AOOSr1G1rZldb9fR1R4P3HanyQVzCxg3O4sDH25m3JxLcKSd3TP8SpDp0V9B5vlf/TxxDIzd6WLcV+ZTfuECbIcVnTsa0T1XucWAtAnZdI938WlzDTt27MDv7w03JSUlXHTRRYwaNUrecIQ4xzq6Izy39Qh/evcAh1o6E/OnjMjkG+W5fMO5Fc/WR6F+R+9Kw0ajJ13P5pxS/nTwVTbV9W4wctw5XF12NZeFz8f74nraX3kVeq6GbaSnM+TKr2Fe8jWqjg1h96Z6oqF4m2kzGDlpGCMmeGmseYcP179KV3v8fUIpg5LyCxk94ysUGGV0/auRWHN34jEdxek4Jw7lsLuV97Ztoba2NtE2dOhQysvLGT9+vJyyYQDrjsTYsKeBv39Yx7rdDYRj8R1gr9PGN6cM57ayZobV/B0+egFCPdsXZaLHX8PeiQt5LbCfV2peoTbQ+9qYmjuVm3O/wfnbGmh/5RVCuz9JtDnPPx/Pt75LS/EMqt5vpPbTtkSbN9PJ+Dl5eDOO8enmjezf9j6xaJTLb/sfxs+df1aftwSZHv0VZHa9uZ7NLz7L9GkLGe4qJfxpO1ZHONGuhtgJjLZx2N3KnuoqmpqaEm1Op5OJEycyefJkhg8fftZqEkJ8MTFLs2FPA3/efJB39jbSM2CCzVDMLM3i2/l1zA28gnvvy9AzFA9A/oXsLZvDX80wLx99l7ZQW6JpxJARXOmZycU7wjhf20S0ri7RZsvOxjn/chqKL6a61klTbTDR5nCZFE/IIM11mNqqt6mr2pVoM+12SsuncH7JTDLbhxGt7kgcc4cCR+kQ/AWaXcH97Nr7CZFIJLFubm4u48aN47zzziMvL09GflNccyDE23ub2FDVwLrdxwiGY4m2yflOflzWxEXRzdj3vgKBY4m2WEYxH429jLeHZPHGsc3U+GsSbel2L99xzGF+bSbOLR/TtX177wPa7djnX4V/ytc40pJGXVUb1vF/BAXDRzrJyG6go/kTDu7cnhg5BMgZMZKZ37iO82ZddFb7QIJMj/4KMq3/qKbz/WPxr0oCGk3AEaYhv5s6RxsHG47Q3d37hzYMg7KyMiZMmMDYsWPlW0hCpKhj7d38bUcdf/2glk/q209qK882uDHjA+Z0rSeraRuK3rfPcPpwNhaO5+8Oi3cDBwlbvSFiiN3LwrZRzN4ZJmvrPgj2jv4ol4vwlAUcLZhNbTCTzqDV22YosvJCmEY1bUd30t7YG4YA8ovHMLZgNlnhHIyWk9/KY5k2Dg3zUx2q5WDjEU58q3e73YwcOZKysjJKSkrIyMiQEeEkC4Si7Dzcxpb9zbz5aSMf1vo5/iezEWXukGN8J7eGabGdeI9thVj8iyEWsN+TyfaicramZ/BuezX+cM+ojNYM77BxVfA8ptd7yNxRQ+xYQ+IxIzYPnVMuo2PULJpiWbQc7d1maR3Gk96Mx9dEuPMgDQf2oXsOhTAwKMgew+jSmQxzFkJDhKHfHYfrvLN7BWwJMj36K8jU/+0TDmyuoskVoNnTybFwC10nJFSIj7yUlpYyduxYRo8eLV+RFGKAqWkK8sbuo6zb3cDWgy2JkRqAYfi53vcRV9i2cl7XDmxW74hsUCneysrnjYwsNtNJxwmhxhbVzKh1s6DGw6g97Thbe0ONRtGeM5aWUZfQ6CkjEOl9z9Bao2jC4TxELFxDsPUwnBCkPDYf5w+fTr53FJ5QOkr3BpNuwhxKb+Ows5kjXY1EYr31AHg8HgoLCyksLCQ/P5+cnBy8Xq+Em37SHYmxryHAJ/Xt7DjcxvZDbVQdbcfSoLAoUceYqKqZl36EafYahnd9ihELoYGjpkmVw0FVehY7fdnspJv2aPw1lN6pKTmmOb/ZybRmH8UHO7E1x8N41HQS8BbSkTmSrhGT6PAU4O+M71BrHUXHmrBiDbjcbSgaCbQcQVsxFAqvPZNMRy75w84nd8gIXF1pEIvvwAcJ0WoEKL5oDAVfG3tW+2lQBZlHHnmE3//+9xw9epTy8nJWrVrF9OnTz2jd/goy//fPT1G1f+9J80zTpKCgILGnk5+fL1elFmKQaA2G2VLTwub9zWze38yeox2JNidhJht7udj4iHn2TxijqzF6PvOJAp84HGxOc7HZm84HdpPI8XygNQXNMLFGc+FBg7GHLJyh3hGZLmcWrZmjaR02jtbMMYTN3oMptdWFFT2IFT0Iup5YuCXRZlN2clzF5LlHkustId3IRBF/0BgWDcpPrdlCrb2VZt2OxWc3A2lpaWRnZyemzMxMMjIy8Pl8slN2BqIxi3p/N4dbOjnUMx1s7mTP0XYONHWQpdspUE0UqCZGqjpGGXWMtdVTQh1Rwhy22Thst3HIbuOQzc4Bp4tPnQ66ojFy/JDXoslrhdw2TWGrQWmTgbsjRsiRQZc7m860HLrSsun05NLlKyRo+EB3omOtWFYrOtaGtloxDD/RcDMO5cRj85FuzyTdPpR0eyYZabl4bT4iWtOhugioLjpUN22qkzZbkFYjSMSKHw+6cOFCJk2adFb7cNAEmWeffZYbbriBxx9/nBkzZrBy5Uqef/55qqqqzugcK/0VZN555x22b99OYWEhBQUFFBQUkJeXJ5cPEOK/REswzI7DrXx0pJ2Pav3sqvMnzqTqppsLVA0Tjf1MMqopV9UUGfFzfISBvQ4HHznj08dOJwftNmJKoax4sCmr14yq05xXrylsBEcsPvbS7cqiPb2E9iHxKeDJJ2ZLA0BbnVjReqxoHTrWgBVrBB3fU7cpB0OdwxnqKiDLkYfPkY3XngFAlBjNqoMGo50Gw0+z6qBDdaH7GIxxOZz4hvjw+XykD0nH7fXg8fRObrcbj8eD0+nEbrcPmpGdUDRGR3eUju4obZ1hmgJhmgIhmjpCtHQE6Whvpau9jWigkWhHIxm6naHKT4ZqJ91sI91owWO24jLbCdqg0TRpNEz8lklH1KAzatIdMTBDBpkByAhoMgMOhnS5SQ+l4Qml4Yi6idq9hJw+Qo4hdDnddDtchGwOIjYTdAitO8EKYieMnSh2FcOhNA7DgdN047J5cdi82GxpmDYX2rQTMmJ0qTDdKkwXYbpUmIDqJqC6iajYafvEMAyGDh3KnDlzmDhx4lnt70ETZGbMmMG0adN4+OGHAbAsi6KiIu644w7uvvvu/7h+fwUZrfWg+ecUQpwdzYEQ1Y1B9jcG2N/U87MxyJG2LuzRIGWqjvNULecZtYxUdRSoJopUIy7VySG7nWq7jf0OO/vtdg7a7dTbTPzKILcNiprioaagWZPt1+T4IaMDIs4Mgu48Oj3DCbiH0+XOoduVRciZgaVDWLEmdKwJbbX17IX70VY7NmXicwzD58jGZx+Gx+bDY8/AY/OhDBO/6qRVBWk1ArSpzp6NWhchFf1cfaI0mBjYMHp+KkwMTBX/aSgVnwBDKZRSKBSGAUqBgUKdcFyyUj0jVgrQFvHEdXxMScdPTNizWdNanzBZaK2xLAttWWgrFr+tLSwrBlZ8vfgm0Yp/Rd6K/06l47eNEzaX8ds941z6eEGANkCD0gZoA63jSyltoJQJWmGoeG8oZQAGx5+sNgxQRvwpGSrxK+PHYmmUivcJyoi3GQqtVHwdAzQG2ogvZKn46FsMi4iKEiZKWMWIEO0zmJyO1+slIyODjIwMsrKyyMnJIScnh6ysrH7bgR8UQSYcDuN2u3nhhRdYuHBhYn5FRQVtbW2sXbv2M+uEQqHE2XEh3hFFRUX9cq0lIYQ4E1prWoJh6v3dHPV3U+/vot7fTWNHiNbOCOFAC67gEbzd9aSFW8jSbQxTfoYpP+mGH8vWTsjeRZstRptN0WKYtJgGfm1idRrYAgaOoMLbqcgIajKCMCRo4A37sFtZYGSBmU7Ynk7YkU7I7iVktxGyQdSIESOM1gG0FQSrE4cCj+nAZdpxGQ5cpoc004PL9GCaLqJ2k25TEzJihFS0Z08+QjdhulSEbhUmRKTPUR2RfKZh4nQ48bjdeId48Xi9J42s+Xy+xMeJyfiCypkGmZT+HKSpqYlYLEZubu5J83Nzc9mzZ88p11mxYgXLly8/F+UJIcQZUUox1OtkqNfJBQW+Ppe1LE1HKEp7V4TOcIxgOEpXOEY4FMUZiuLrDuDt7GB4lx/CAYxQADPSgREJQLSdaKydkNVFi+6iXncToZsYx7BihzEiEWzhCGYoihGOoWIWKqIxogoVc2HGnBhRF6blwoql0R1x0GWZaGxozPge//FJGWitMAwT07BhN2wMUTayDDumMjBUGhgmmPGRBm2o+AiCobBMhaU0MRUfUNFKY6GxFFhKoxU99+Pzteo9rFkTXz4+RqETIzGfnX/CbXXisomBjlM68z37Uy95qrnxEZmen/T+TLQdn98zyp8YlVIKZSgMZaCUwjAMDMPANG3Y7DYcDgd2hwO73Y5pt2G327E57NhddmxpDuxp8TaHw4HL5cLpdOJ0OhO3B8uhEIPjWZzgnnvuYcmSJYn7x0dkhBBiIDAMhS/Nji9NTtEgxJlI6SAzbNgwTNPk2LFjJ80/duwYeXl5p1zneOIUQgghxOCX0qd2dDgcTJkyhfXr1yfmWZbF+vXrmTVrVhIrE0IIIUQqSOkRGYAlS5ZQUVHB1KlTmT59OitXriQYDHLjjTcmuzQhhBBCJFnKB5nrrruOxsZGli5dytGjR5k0aRKvvfbaZw4AFkIIIcR/n5T++vXZ0F/nkRFCCCFE/znT7XdKHyMjhBBCCNEXCTJCCCGEGLAkyAghhBBiwJIgI4QQQogBS4KMEEIIIQYsCTJCCCGEGLAkyAghhBBiwJIgI4QQQogBS4KMEEIIIQaslL9EwZd1/MTF7e3tSa5ECCGEEGfq+Hb7P12AYNAHmY6ODgCKioqSXIkQQgghPq+Ojg58Pt9p2wf9tZYsy6Kuro709HSUUkmpob29naKiIg4fPizXe/o30jd9k/7pm/RP36R/Tk/6pm+p0D9aazo6OsjPz8cwTn8kzKAfkTEMg8LCwmSXAcCQIUPkH+Y0pG/6Jv3TN+mfvkn/nJ70Td+S3T99jcQcJwf7CiGEEGLAkiAjhBBCiAFLgsw54HQ6WbZsGU6nM9mlpBzpm75J//RN+qdv0j+nJ33Tt4HUP4P+YF8hhBBCDF4yIiOEEEKIAUuCjBBCCCEGLAkyQgghhBiwJMgIIYQQYsCSIHOOff3rX6e4uBiXy8Xw4cP57ne/S11dXbLLSgkHDhzgpptuorS0lLS0NMrKyli2bBnhcDjZpaWEe++9l9mzZ+N2u8nIyEh2OUn3yCOPUFJSgsvlYsaMGbz//vvJLillvPXWW1x11VXk5+ejlOKll15KdkkpY8WKFUybNo309HRycnJYuHAhVVVVyS4rZTz22GNMnDgxcSK8WbNm8eqrrya7rD5JkDnH5s2bx3PPPUdVVRUvvvgi1dXVLFq0KNllpYQ9e/ZgWRZPPPEEu3bt4sEHH+Txxx/n5z//ebJLSwnhcJhrr72WW2+9NdmlJN2zzz7LkiVLWLZsGdu3b6e8vJzLLruMhoaGZJeWEoLBIOXl5TzyyCPJLiXlvPnmmyxevJjNmzfzxhtvEIlE+OpXv0owGEx2aSmhsLCQ3/72t2zbto2tW7dy6aWXcvXVV7Nr165kl3Z6WiTV2rVrtVJKh8PhZJeSku677z5dWlqa7DJSSmVlpfb5fMkuI6mmT5+uFy9enLgfi8V0fn6+XrFiRRKrSk2AXrNmTbLLSFkNDQ0a0G+++WayS0lZmZmZ+sknn0x2GaclIzJJ1NLSwlNPPcXs2bOx2+3JLicl+f1+srKykl2GSCHhcJht27axYMGCxDzDMFiwYAHvvfdeEisTA5Hf7weQ95lTiMViPPPMMwSDQWbNmpXsck5LgkwS3HXXXXg8HoYOHcqhQ4dYu3ZtsktKSfv27WPVqlX86Ec/SnYpIoU0NTURi8XIzc09aX5ubi5Hjx5NUlViILIsizvvvJOLLrqICy64INnlpIyPPvoIr9eL0+nklltuYc2aNYwbNy7ZZZ2WBJmz4O6770Yp1ee0Z8+exPI//elP+eCDD3j99dcxTZMbbrgBPYhPsPx5+wegtraWyy+/nGuvvZabb745SZX3vy/SN0KIs2Px4sV8/PHHPPPMM8kuJaWMHj2aHTt2sGXLFm699VYqKirYvXt3sss6LblEwVnQ2NhIc3Nzn8uMHDkSh8PxmflHjhyhqKiId999N6WH7r6Mz9s/dXV1XHLJJcycOZPVq1djGIM3b3+R187q1au58847aWtr6+fqUlM4HMbtdvPCCy+wcOHCxPyKigra2tpkhPPfKKVYs2bNSX0l4Pbbb2ft2rW89dZblJaWJruclLZgwQLKysp44oknkl3KKdmSXcBgkJ2dTXZ29hda17IsAEKh0NksKaV8nv6pra1l3rx5TJkyhcrKykEdYuDLvXb+WzkcDqZMmcL69esTG2fLsli/fj233357cosTKU9rzR133MGaNWvYuHGjhJgzYFlWSm+jJMicQ1u2bOFf//oXF198MZmZmVRXV/OLX/yCsrKyQTsa83nU1tZyySWXMGLECP7whz/Q2NiYaMvLy0tiZanh0KFDtLS0cOjQIWKxGDt27ABg1KhReL3e5BZ3ji1ZsoSKigqmTp3K9OnTWblyJcFgkBtvvDHZpaWEQCDAvn37EvdramrYsWMHWVlZFBcXJ7Gy5Fu8eDFPP/00a9euJT09PXFclc/nIy0tLcnVJd8999zDFVdcQXFxMR0dHTz99NNs3LiRf/7zn8ku7fSS+6Wp/y4ffvihnjdvns7KytJOp1OXlJToW265RR85ciTZpaWEyspKDZxyElpXVFScsm82bNiQ7NKSYtWqVbq4uFg7HA49ffp0vXnz5mSXlDI2bNhwytdKRUVFsktLutO9x1RWVia7tJTw/e9/X48YMUI7HA6dnZ2t58+fr19//fVkl9UnOUZGCCGEEAPW4D4AQQghhBCDmgQZIYQQQgxYEmSEEEIIMWBJkBFCCCHEgCVBRgghhBADlgQZIYQQQgxYEmSEEEIIMWBJkBFCCCHEgCVBRgghhBADlgQZIUS/+d73vodS6jPTidcB+qJWr15NRkbGly9SCDGgyUUjhRD96vLLL6eysvKkeal2xe9IJILdbk92GUKIL0BGZIQQ/crpdJKXl3fSZJoma9euZfLkybhcLkaOHMny5cuJRqOJ9R544AEmTJiAx+OhqKiI2267jUAgAMDGjRu58cYb8fv9iVGeX/7ylwAopXjppZdOqiEjI4PVq1cDcODAAZRSPPvss8ydOxeXy8VTTz0FwJNPPsnYsWNxuVyMGTOGRx99tN/7Rwjx5ciIjBDinHv77be54YYbeOihh5gzZw7V1dX88Ic/BGDZsmUAGIbBQw89RGlpKfv37+e2227jZz/7GY8++iizZ89m5cqVLF26lKqqKgC8Xu/nquHuu+/m/vvv58ILL0yEmaVLl/Lwww9z4YUX8sEHH3DzzTfj8XioqKg4ux0ghDh7kn35bSHE4FVRUaFN09QejycxLVq0SM+fP1//5je/OWnZv/zlL3r48OGn/V3PP/+8Hjp0aOJ+ZWWl9vl8n1kO0GvWrDlpns/n05WVlVprrWtqajSgV65cedIyZWVl+umnnz5p3q9+9Ss9a9asM3imQohkkREZIUS/mjdvHo899ljivsfjYeLEiWzatIl77703MT8Wi9Hd3U1nZydut5t169axYsUK9uzZQ3t7O9Fo9KT2L2vq1KmJ28FgkOrqam666SZuvvnmxPxoNIrP5/vSjyWE6D8SZIQQ/crj8TBq1KiT5gUCAZYvX84111zzmeVdLhcHDhzgyiuv5NZbb+Xee+8lKyuLd955h5tuuolwONxnkFFKobU+aV4kEjllXSfWA/DHP/6RGTNmnLScaZr/+UkKIZJGgowQ4pybPHkyVVVVnwk4x23btg3Lsrj//vsxjPh3Ep577rmTlnE4HMRisc+sm52dTX19feL+3r176ezs7LOe3Nxc8vPz2b9/P9/+9rc/79MRQiSRBBkhxDm3dOlSrrzySoqLi1m0aBGGYbBz504+/vhjfv3rXzNq1CgikQirVq3iqquuYtOmTTz++OMn/Y6SkhICgQDr16+nvLwct9uN2+3m0ksv5eGHH2bWrFnEYjHuuuuuM/pq9fLly/nxj3+Mz+fj8ssvJxQKsXXrVlpbW1myZEl/dYUQ4kuSr18LIc65yy67jJdffpnXX3+dadOmMXPmTB588EFGjBgBQHl5OQ888AC/+93vuOCCC3jqqadYsWLFSb9j9uzZ3HLLLVx33XVkZ2dz3333AXD//fdTVFTEnDlzuP766/nJT35yRsfU/OAHP+DJJ5+ksrKSCRMmMHfuXFavXk1paenZ7wAhxFmj9L9/mCyEEEIIMUDIiIwQQgghBiwJMkIIIYQYsCTICCGEEGLAkiAjhBBCiAFLgowQQgghBiwJMkIIIYQYsCTICCGEEGLAkiAjhBBCiAFLgowQQgghBiwJMkIIIYQYsCTICCGEEGLA+v+f9x2cLvsY+QAAAABJRU5ErkJggg==", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 12 + "source": [ + "visualize_fixed_points(finder.fixed_points['u'],\n", + " plot_ids=(10, 20, 30, 40, 50, 60, 70, 80),\n", + " xs=cann.x)" + ] }, { "cell_type": "markdown", + "id": "d76d23dc21601cff", "metadata": { "collapsed": false }, "source": [ "Let's find the linear part or the Jacobian matrix around the fixed points. We decompose Jacobian matrix and then visualize its stability." - ], - "id": "d76d23dc21601cff" + ] }, { "cell_type": "code", + "execution_count": 13, "id": "73fa353f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:41:35.310688Z", "start_time": "2025-10-06T03:41:32.088994Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:14.595941Z", + "iopub.status.busy": "2026-07-08T14:15:14.595737Z", + "iopub.status.idle": "2026-07-08T14:15:18.645227Z", + "shell.execute_reply": "2026-07-08T14:15:18.644182Z" } }, - "source": [ - "import jax\n", - "\n", - "# select the first ten fixed points\n", - "fps = jax.tree.map(lambda a: a[:10], finder._fixed_points)\n", - "\n", - "# compute jacobian and visualize the decomposed jacobian matrix\n", - "J = finder.compute_jacobians(fps, plot=True, num_col=2)" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\dynsys.py:325: UserWarning: \n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/dynsys.py:458: UserWarning: \n", "From brainpy>=2.4.3, update() function no longer needs to receive a global shared argument.\n", "\n", "Instead of using:\n", @@ -732,19 +863,24 @@ }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 14 + "source": [ + "import jax\n", + "\n", + "# select the first ten fixed points\n", + "fps = jax.tree.map(lambda a: a[:10], finder._fixed_points)\n", + "\n", + "# compute jacobian and visualize the decomposed jacobian matrix\n", + "J = finder.compute_jacobians(fps, plot=True, num_col=2)" + ] }, { "cell_type": "markdown", @@ -789,7 +925,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/tutorial_analysis/lowdim_analysis.ipynb b/docs/tutorial_analysis/lowdim_analysis.ipynb index 5682668a5..187282465 100644 --- a/docs/tutorial_analysis/lowdim_analysis.ipynb +++ b/docs/tutorial_analysis/lowdim_analysis.ipynb @@ -39,26 +39,31 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:46.917831Z", "start_time": "2025-10-06T03:34:40.327069Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:26.862768Z", + "iopub.status.busy": "2026-07-08T14:15:26.862642Z", + "iopub.status.idle": "2026-07-08T14:15:31.543727Z", + "shell.execute_reply": "2026-07-08T14:15:31.542523Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bm.enable_x64() # It's better to enable x64 when performing analysis\n", - "bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -66,22 +71,36 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bm.enable_x64() # It's better to enable x64 when performing analysis\n", + "bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "code", + "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:46.935010Z", "start_time": "2025-10-06T03:34:46.929836Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:31.545567Z", + "iopub.status.busy": "2026-07-08T14:15:31.545328Z", + "iopub.status.idle": "2026-07-08T14:15:31.548075Z", + "shell.execute_reply": "2026-07-08T14:15:31.547269Z" } }, + "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -112,37 +131,40 @@ }, { "cell_type": "code", + "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:47.087870Z", "start_time": "2025-10-06T03:34:46.940249Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:31.549470Z", + "iopub.status.busy": "2026-07-08T14:15:31.549337Z", + "iopub.status.idle": "2026-07-08T14:15:31.632840Z", + "shell.execute_reply": "2026-07-08T14:15:31.630645Z" } }, - "source": [ - "xs = np.arange(-10, 10, 0.01)\n", - "\n", - "plt.plot(xs, np.sin(xs))\n", - "plt.scatter([-3 * np.pi, -1 * np.pi, 1 * np.pi, 3 * np.pi], np.zeros(4), s=80, edgecolors='y')\n", - "plt.scatter([-2 * np.pi, 0, 2 * np.pi], np.zeros(3), s=80, facecolors='none', edgecolors='r')\n", - "plt.axhline(0)\n", - "plt.show()" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 3 + "source": [ + "xs = np.arange(-10, 10, 0.01)\n", + "\n", + "plt.plot(xs, np.sin(xs))\n", + "plt.scatter([-3 * np.pi, -1 * np.pi, 1 * np.pi, 3 * np.pi], np.zeros(4), s=80, edgecolors='y')\n", + "plt.scatter([-2 * np.pi, 0, 2 * np.pi], np.zeros(3), s=80, facecolors='none', edgecolors='r')\n", + "plt.axhline(0)\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -162,19 +184,25 @@ }, { "cell_type": "code", + "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:47.097278Z", "start_time": "2025-10-06T03:34:47.092388Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:31.635086Z", + "iopub.status.busy": "2026-07-08T14:15:31.634927Z", + "iopub.status.idle": "2026-07-08T14:15:31.638050Z", + "shell.execute_reply": "2026-07-08T14:15:31.637220Z" } }, + "outputs": [], "source": [ "@bp.odeint\n", "def int_x(x, t, Iext):\n", " return bp.math.sin(x) + Iext" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -192,53 +220,63 @@ }, { "cell_type": "code", + "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:49.325002Z", "start_time": "2025-10-06T03:34:47.103117Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:31.639827Z", + "iopub.status.busy": "2026-07-08T14:15:31.639682Z", + "iopub.status.idle": "2026-07-08T14:15:33.047034Z", + "shell.execute_reply": "2026-07-08T14:15:33.046152Z" } }, - "source": [ - "pp = bp.analysis.PhasePlane1D(\n", - " model=int_x,\n", - " target_vars={'x': [-10, 10]},\n", - " pars_update={'Iext': 0.},\n", - " resolutions={'x': 0.01}\n", - ")\n", - "pp.plot_vector_field()\n", - "pp.plot_fixed_point(show=True)" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "I am creating the vector field ...\n", - "I am searching fixed points ...\n", + "I am searching fixed points ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "Fixed point #1 at x=-9.424777960769386 is a stable point.\n", "Fixed point #2 at x=-6.283185307179586 is a unstable point.\n", "Fixed point #3 at x=-3.1415926535897984 is a stable point.\n", - "Fixed point #4 at x=3.552755127361717e-18 is a unstable point.\n", - "Fixed point #5 at x=3.1415926535897984 is a stable point.\n", - "Fixed point #6 at x=6.283185307179586 is a unstable point.\n", - "Fixed point #7 at x=9.424777960769386 is a stable point.\n" + "Fixed point #4 at x=0.0 is a unstable point.\n", + "Fixed point #5 at x=0.0 is a unstable point.\n", + "Fixed point #6 at x=3.1415926535897984 is a stable point.\n", + "Fixed point #7 at x=6.283185307179586 is a unstable point.\n", + "Fixed point #8 at x=9.424777960769386 is a stable point.\n" ] }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 5 + "source": [ + "pp = bp.analysis.PhasePlane1D(\n", + " model=int_x,\n", + " target_vars={'x': [-10, 10]},\n", + " pars_update={'Iext': 0.},\n", + " resolutions={'x': 0.01}\n", + ")\n", + "pp.plot_vector_field()\n", + "pp.plot_fixed_point(show=True)" + ] }, { "cell_type": "markdown", @@ -265,22 +303,20 @@ }, { "cell_type": "code", + "execution_count": 6, "metadata": { - "scrolled": false, "ExecuteTime": { "end_time": "2025-10-06T03:34:54.952918Z", "start_time": "2025-10-06T03:34:52.851262Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:33.048720Z", + "iopub.status.busy": "2026-07-08T14:15:33.048564Z", + "iopub.status.idle": "2026-07-08T14:15:34.696391Z", + "shell.execute_reply": "2026-07-08T14:15:34.695539Z" + }, + "scrolled": false }, - "source": [ - "bif = bp.analysis.Bifurcation1D(\n", - " model=int_x,\n", - " target_vars={'x': [-10, 10]},\n", - " target_pars={'Iext': [0., 1.5]},\n", - " resolutions={'Iext': 0.005, 'x': 0.05}\n", - ")\n", - "bif.plot_bifurcation(show=True)" - ], "outputs": [ { "name": "stderr", @@ -291,19 +327,24 @@ }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 6 + "source": [ + "bif = bp.analysis.Bifurcation1D(\n", + " model=int_x,\n", + " target_vars={'x': [-10, 10]},\n", + " target_pars={'Iext': [0., 1.5]},\n", + " resolutions={'Iext': 0.005, 'x': 0.05}\n", + ")\n", + "bif.plot_bifurcation(show=True)" + ] }, { "cell_type": "markdown", @@ -376,12 +417,20 @@ }, { "cell_type": "code", + "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:54.966724Z", "start_time": "2025-10-06T03:34:54.958830Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:34.698019Z", + "iopub.status.busy": "2026-07-08T14:15:34.697874Z", + "iopub.status.idle": "2026-07-08T14:15:34.701853Z", + "shell.execute_reply": "2026-07-08T14:15:34.700969Z" } }, + "outputs": [], "source": [ "class FitzHughNagumoModel(bp.DynamicalSystem):\n", " def __init__(self, method='exp_auto'):\n", @@ -411,23 +460,27 @@ " self.V.value = self.int_V(self.V, tdi.t, self.w, self.Iext, tdi.dt)\n", " self.w.value = self.int_w(self.w, tdi.t, self.V, self.a, self.b, tdi.dt)\n", " self.Iext[:] = 0." - ], - "outputs": [], - "execution_count": 7 + ] }, { "cell_type": "code", + "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:54.987956Z", "start_time": "2025-10-06T03:34:54.971700Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:34.703396Z", + "iopub.status.busy": "2026-07-08T14:15:34.703247Z", + "iopub.status.idle": "2026-07-08T14:15:34.707104Z", + "shell.execute_reply": "2026-07-08T14:15:34.706283Z" } }, + "outputs": [], "source": [ "model = FitzHughNagumoModel()" - ], - "outputs": [], - "execution_count": 8 + ] }, { "cell_type": "markdown", @@ -438,12 +491,20 @@ }, { "cell_type": "code", + "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:34:55.010958Z", "start_time": "2025-10-06T03:34:54.992869Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:34.708630Z", + "iopub.status.busy": "2026-07-08T14:15:34.708475Z", + "iopub.status.idle": "2026-07-08T14:15:34.775676Z", + "shell.execute_reply": "2026-07-08T14:15:34.774719Z" } }, + "outputs": [], "source": [ "pp = bp.analysis.PhasePlane2D(\n", " model,\n", @@ -451,19 +512,90 @@ " pars_update={'Iext': 0.8},\n", " resolutions={'V': 0.01, 'w': 0.01},\n", ")" - ], - "outputs": [], - "execution_count": 9 + ] }, { "cell_type": "code", + "execution_count": 10, "metadata": { - "scrolled": false, "ExecuteTime": { "end_time": "2025-10-06T03:35:03.914651Z", "start_time": "2025-10-06T03:34:55.016349Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:34.777817Z", + "iopub.status.busy": "2026-07-08T14:15:34.777660Z", + "iopub.status.idle": "2026-07-08T14:15:39.882077Z", + "shell.execute_reply": "2026-07-08T14:15:39.881232Z" + }, + "scrolled": false }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am computing fx-nullcline ...\n", + "I am evaluating fx-nullcline by optimization ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am computing fy-nullcline ...\n", + "I am evaluating fy-nullcline by optimization ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am creating the vector field ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am searching fixed points ...\n", + "I am trying to find fixed points by optimization ...\n", + "\tThere are 866 candidates\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am trying to filter out duplicate fixed points ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\tFound 1 fixed points.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\t#1 V=-0.2729223252513239, w=0.5338542694077287 is a unstable node.\n", + "I am plotting the trajectory ...\n" + ] + }, + { + "data": { + "image/png": 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8bkphaoFhv57RrBEqPVbk3zSfKXaZHlFkDB28x2uTUBw1gZk1eXSERXGXYbGop45sNXS0bRFcj4tuy4Tix+ZzH55ANEDbxjaUVQr9e/tJdCTcJ/KpYhjwl/8Hj/2vtX7m5+GMf4NZ+rxG68hrI/mk6RFvE6BY5AzsGxjayKhCqHha0XkNmFRH7rnO/D+DeYyJVJS8myk6Mfft6aN/dz+tG1snnXA7m6gFFTWnuj2eFK1sfboT0OyrXFuUVLRG8C0MywSXsNDKBcWI24e2iZJoRb0qGUiOgS/kGzYqnQLFYsMlPCo19yuyP7BbC1SyS5gv/3/VwB/ys2T9EhpXNNK/t59CuoA/NMUEfF2DP30cnrveWn/9t+DED019sAuA4um8hvbJV30ZukHjisbRhU8lT6ghsZTpy6Dm1UlHl7xIjceU+MV7juW9v3qKgqZjGCZqTiHdk6b96PY5M9VkaAZqXrXES96yTyhe9of9ZAez0/umAtQtrXPZJpTaKFS778JE0FWdQrowsggpWtY13REe9nKoZmrRDtkvV3SaHg+CIOCP+EfsPjzWNkmWkPySJ0CqhByQaV7bPPUXUvNw6/vglTtAkOC8H8KRF0/9dT1ciJKIGJr8sS3aEKWF0U01bcqMM01mLPrsiZpFwilrG4n4JbqSBTbtT9CSzRNtjM6qoDFNq9dNqVixl8fKG7Fdrh0EHDsE2T/k71S0jgBqTnWSoCtOLZiWudtC6YKbT+XZ98K+WXkvQRDKrBD8ET+CWT5VU2yVUFGgzKNolscMUkjBTZfAzgdBCsDbfwkHvanao/KYIuOZypsuPFGzSAjIEmdsaOLOTZ088HIXbwiLrD5h9Yy+p6EZ5NN58qnhm1pQYYyZCFG2zAp9AZ9lmTC0bFdT2MJlIqXlDSsbyCfzJDoSJLuTrikqQzeQRGnSf+dcYjxRpTI/pqJlX9hHpD4ysmeT7BYiHh7TRrbf6hJ84BnwR+HiG2HV6dUelcc8wxM1i4jXHNzCnZs6OXBgkPipq5B803cit32f8slhAVMWGRHAF/BhGqZLrDjLQ+uiPP3TPYIgEIqHCMVDNK1tItWdItWdwh/xT+vnUG38YT+tB7dWFiXzLL/HY3YxdIPBA4NoBY2mNU2z+z1JHoBrL4CeVyBUD5f+DpYeM3vv77Fg8ETNIuLsg5qRRAG/ZpA2TCY7+20apiVgiiIwhUyhLCHMH/ETjAWdWyAacLfqrhKSLFHbVkttW21VxzETSD6JmpbZbSboMb8xDZNkV5KenT1OWXrDiobZE/v9O+A358HgHoi1WU7bzZO3dPFY3HiiZhFRG/Zz7Io66gMSm7tSrF4/viQvGyWrkOpN0berr6zCyBfyuQRMMBqckYiLh4fH9GC7avfs6CmrOptR76ZiOjfDdRdCugvqVsHlf4S60bueLyTsqsDxej2Vkk/ly59f7PMkVH4MQFd0q2v8eJ5H+T65ZI5UT2pEr6ji1yp9HUEQqF9RP/UquQp4omaR8dqNLXRt6+aJPYO8dRz7qzmVZE+SVHeKQrqA5JPwh/zDIqbGEjALaQrHw2O+4pTSltohmO77RGeCTH9mxN5LgwcGnYsSV2lvkV+TvSxKImp+SBQVN+4t7VVT7BFkAvlB2P8s0tJ/plB3ONSthu0msGtEH6diXybnZQ0TTdEqGzCO0sVYEKyE9VwyN+LJu+KJvmgfySeR7k2PKAZGExaCIFi2NCXVhhN5HSWnjJmjOBLT4f00lT438bY4jN+KcNx4omaR8dqNLdy8o4edfVkSOZV4qHLrfa2g0benj8H91sEt1hijaXUT4dqwlyDq4TEGLu+mIo+mkSwUEKzEesezyXB7NlXyeyrebtssTFfH2b7dfePed6IWDcP4oO54QrmtFIIrIKcDE+/K7Av4Ju/95Jen1Ok7FA9Z/xeT/OArNe5z9XgZiykciqvt/eT1qfGYFlY0RDBkicagzP1bujnvyKWuxw3dYGDfAH17+gjHwyw9bCmRuognZDwWBGVdjYvWBUEo93Uq9XgyKi87TQeHRMxEO+qGakJWxKAEl0dTsV1CsaWCKCAHZAKRgMsGoZI1giBaV/ip7hSFTGFEMdC6sZVAODC+iIFZEpVxgiKCa91eFl66HX7/L2AosOZs9At/iSmHxu3XVPqYmlNd0SPn8dJmcEOvUyoa8sl8xWhUaeO5So9N9bg4ZYPKqTy92of0GXp/T9QsQloaIvgMg0/f/LxL1ChZhf0v7gcT2ja2zYsuwx4LB+cEMoadwkjbZL9lZVG2X5H/02gngcl0NLZ79QiSJSxcwmMC96IoIvpK/J1msFItviSOaZpkB7P07+knO+BuaukP+QlEZ6CH1TO/gT99AkwDNp4PF/4fsjy1vIpqNg/V1aEu5mNM0Y20LZfKIUnSuPcv3TZruU8zwExFijxRswgJRfy0pX1ohulMQWmKxr4X9hFvjVO/vN6LzHiMSKnoKO5SbEc7RvVsqmCzYOomvpBvRO+l8TCW91Ml+4PikndfyOdEMyrZLBRbKhQbSs5XBEEgUhchUhchn8rTt6ePdM/YPmiT5pHvwb1ftJaPvgLe/N8wz/tDST5pSvmE8db4pJ9rmibJzuSYIsjet9J+U8mJmXKUyYvUeEwX5524gmf/toWAKPDRG57h1+85jv2b9xNtitKwYvJeIh5zDye3o0iA6Lo+on2CKItWtEOrIEi0IuPJEZiKW3XpVWdpn51SH6dSYSIHZBpWNlQULl5/ntEJxoIsPWQpSlYhl8xNb5TGNOFvX4OHvmOtn/IJeM1XZ82YcqEiCMKURJGhGzSsbJjUtBsmpPvTVmRzhOeNpXm8nBqPaSPok9kymOeg2iD9GQXTMInURawvuEfVcRytNbdHk6EVCRFbnBStG5qB5JdQsopLlEyEqTpdyz55xEhIpYaAZdGSoM8xkPREyOzjD/vxh6exzNYw4M7PwFM/t9bP+TKc9qnpe32PSWP/5iZLtDEK60ffZzSTTEmemSidJ2oWKYeua2J7SuHOjjRIIo2rGqs9JI8htj28bcJixMYf8U9qCscWG3JAJlwXHlGEjLbNnpLx8ABAV+G2D8Lm3wECvPm7cOx7qz0qj1nEVWY/S3iiZpGyYVUD67b30betnyd39XPiai9KM1cQJGF8la0CSJLlgWULDV/QRygWGtHbqdKyNzXjYaNkFUzTnHryrZKFW66ArX8BUYYLfwqHXjQ9g/TwGAVP1CxSorVhDq0PEZFF7t7c6YmaOUTdsjowS4wnZbFMwHhixGO6UPMqvbt6SXYm8Yf9rDp+1eRfLJ+AG94Fex4FOQTvvBbWvXb6BuvhMQqeqFmkCIIAkQDHNYW5e3MnX3rzRsR5XMmxkGho9wSmx+ygKRp9u/sYPDDoJHZOduoTgHSPZXvQ+QIE4nDJb2HFSdMyVg+P8eCJmkXMypX1nLZ7gPuf7eD5fYMc1V5X7SHNOEpWoX9vP7GmGJH6SLWH4+FRFXRNZ2DvAP17+8uqzuySfWulyNaACk3shvY3DRNSnfCnj0MyDfVHwVu/D43rESrleBVdP9m9hCp5B41lXwCgFlQEihoDisLIDQNLME0rId/Zd4LRT/szmGzE1O4mPdnnq3nV9XeO9BlVQld1soPZET+rstcq+VwzAxmy/dnK7zlKs0Z7OdYYQw5MvwTxRM0iprYpxlGNYWQB7t7cuaBFjWmY9O3po393P6Zpkk/lPVHjMes4lW0lNgkuz6ZSmwSzwraS/SRZsprA2fubJhjDJbnF76FrVtXcSOiqztaHto77b3LZJKy/aviBXcCuXWM+f8oVdyEZLTc+m4TSE7Pklyr6H5WeyIu7MReLHzkgk+5NDz9HxLV/xdcp2s80hr2fRhNlrvcueu1cMjd6A75KYmXoub6gj+xgduTnjsFU/9+CsaAnajymF1ESIejj8PoQd23u5N/fcNCCzNHIJrJ0belyVQWN5hVjX73pqo6u6oiSODPdVT2qTrHIELAMBg3dGPZsqmSXYIuRom7FCFbEwREaRb5PxdtG6vEz3hOEyzKhqPOwP+xHV3XnhCWKIvjKT4KCIGCYBomOxIh9RARBoGlN09BK0dV+URTF3g9AGNyFvulHoGQg2gInfhhCdeX+RRXez/48grFgua3BCKXApfsZmoHpL+myW/Rc1/uV+jSNcLgrFpmjERKGHRlN0wR9Yk3pir2fxvueLsY6XNufSYUxCVJ1j/VenxqPGWFZex2n7ezjms09vNSR5JC2yTdzmmvomk7Pjh4SBxLlj6nWY8XiRVM1Z7n4GBBrjtG2sW0WR+5h40QaxmGVIIoiuq6XbS/zb7IfGxIaNpOxSbCRA7JjmWCLDZ/P57ZDEK2y90rbJElyPbeSeJnKNEUpS9YvQStoDOwbYGD/gPtEKgwlq4+HXY/Are8EJQWtR8L534XI3GkP4WoeVxwRK/pe5dP5MjFUFj0rini5uvICQloYV7O5iuOrovdTtQ0tvY7CHjNCXXOMdfVhBOBXj+zi6rcfUe0hTQjTMNEUzboVrHslpzC4b3DM5/bv6R/Xe0zFxXcxUCwaStdLOxZXEif2zZlC0YejJWP5NRUznmhHcVdiyS85jQJFScQXthzrS60QSjsTl3Y4nq9VaHJApmlNE/Xt9QweGKR/b78V9RivGeer98DNl4OWhxWnwsU3QrBmZgc9QVxNHEfo9TZdUdgywVRBJJUKpVwiRzASHH5O6bThGOuTdScHqm5o6Xk/ecwIvoCPmoDMIXVBbnl635wTNfYPN5fKoaQVR7jYImYqgkP2y/iCPsu/xS85Pi6lN9m3cH4mzvRKsU1CsXcTgrtT8QgeT8U+TsUnQcknTfr/xBf0WYmPRYzWfbiSTULdsrrK+9tRknkoPmYaySfRsKKBumV1JDoSaMo4TpQv3AJ/+CAYGqx/A7z9l+ALjf28BcxkGs2Fa8OTfj/TNMn0ZSqKpTKfp1JhNLTvVLyfpowXqfGYKRpa45zVmmTzQJ4f3b+dD525ZtbHoKs6SlZBySnW/dCymlMxDXNss0LRStqT/TKSXyI7kB2ej9crX3k2r2sm1hSbkb9nOimefim1THAEiDac26Erlb2d7KmZ0Zhq8p/oszoKjyZEXI3/Ktgk2Ns9q4TZRZTE8U07Pfkz+PNnABMOewec/78g+WZ8fB5uBEGwrAomiWmYNK5qrCh8xuMSnu5LO80aK+VBjWf8M4Enajw4aF0zA3v6+d+Xe7jlqb0zJmoM3UDNqW7xMnQ/UjWGKFtJuv6IH9k/JFoCkrU8JGLkgGydCCuVbBom6b40ic4Emb6M67EphW4ngGEUiZChypPSe9eyYeX5FEdSxos/4q9YzTEeRFlE8kkEa4LjtkYoFS+ST/KEyELFNOGh/4K/fd1aP+4D8IarwLPGmJcIooA0BZf0aGMUNlR+bMQE76J72T8z8sMTNR7WiSjo46iGMH1YX7jpODGZpmm5/g7myCVzJLuSFfcTBAF/xI8/ZJnp2fe+kG/KJ0lBFIg1xYg1xdAKGsmuJInOBEpWwR+ZRuO+Inp39ZLqTjkiZULVDFjRDkMdv5ARZRFJlqxIR8iHP+R3BIckS04iakW7BK87scd4ME34y3/AP35grZ/+OTjrC57TtkdFXL2FZhlP1HgAsG5tE+d0JPn281283JFiY9vEE/5Mw+r/kkvkyCVyZBNZJ8og+2WCsSCiLLqEiz/kRw7Ks/LllwMy9e311C2vwzTNGTNfNFRj3KaSjiApurcraYqFicsuYUjAiLInRuYidk6R5JsZF+JZR9fgjk/As9dZ66+7Ek76SHXH5OExAp6o8QCgsTXO8c0R/KLAn144MGFRk+pN0fFShxOV8If9xJpihOIhQvEQvqBvzpx8ZzpXI1QXAqGyYCm+9xJXFxaGZtC/t5/+vf0Ea4K0H9le7SFNHa0At74PXv4TCKLVJfioS6s9Kg+PEfFEzTSgFTSyg1nCdeEZmyecaURJxAj5Ob4pzB0vHOBzr9swoRNuIBygtq3WETHz9XOYDmKNMWKNcz8B2WN6MA2TRGeC3p29TpRmtvK1ZpRCGn77bthxP0h+eNsv4OC3VHtUHh6jsnjPPNOEoRvsemqX03m2cXUjtW218/IKfPXqRl6zL8FXnung+X0JjlxeO+7n+sN+mtc2z9zgPDzmGKZpkunP0LOtByXnnm4srTJzepUYFToNV+pnYoyxbJgY5rBtguST0BW9vEqF0ZM1ncdxd7IVTAMy3dD0SWj+JESaIRGCx3aUfQ6+oI9CtjCm108lDydBEJACEmpWddsJVLqvsA0BJ2/N1bSw+DmigCiUNzW0x6FkFXeH5pLnlr5vMXYif+mYxnv8n6r3k+NbNYlpaEO3pskrWTlUXC95/WwiSz6RH9GKYSw/qUAkgChPfwqAJ2pGwdAMNFVzpgwqfWkK6YJzdWboBt1bu0l2JmlZ3+JqgT0fqG+uYWlNkLAkcMfzByYkajw85hN2v57iRn/WA5RZIFSyRVDzalk1XTGaorH90e0uv6bRCNYEySfzznrFk/Noy3Y3Y8E6SYwqLioYRhabVlJIwVO/gHQXyGE45gqobS35AHGNNagEy2wMRhVTtsWBYSBoAmpBdQu3ohLjsZhKJ2hRFidUXWif7EVRdAocsgPl/knj/b8zTZPcYK7Ml2m0ewSrQSQiZPozLgHtEiIVfKiKxYbkl0j3pCf0eRWLwWA0OCXvqPaj2gnFp7+3kSdqRiEzkOHAiwecdadapCg3otIPIp/Ks/vp3cRb4zSvaZ4RNToTCKJAXW2IU5ZE+fOmDr7wxoMRxfkXcfKY/xR7Mo1ki1C6TZRFdFWvaIXg2t+oXJHmD/vHTPC2xcOYJ1sB4m1xVwTAqTIrskcofmxOJH7374Tfnw8DuyC6BC67DVo2Vm04ZU3lKtwrOWXYGNQYJbJlGGXbBFGoKEpGHpAVhdN160JWDlY+hToeU2P0oXQufIsidROi5KtS5m01CpOp/ix+/XF3nh4Br09NFdA19zfSaQU/ziaMiY4Eic4Esl8mFA9R01KDL+BzutfOxSmqdeuaeO2BBPc+sZ+n9wxw3Mr6ag/JYw5SSXTYHYmdCIduVu5MPIJAkXwSWkFzTlATpbhxoBO5KLI08Pl8rp46pRYIckAus0hwWSUMCRLnMzBMkt1J+vf2l/cGMqFhRcOc/I2PSNdLcO0FkO6EupVw2R+gflVVh1Q8FTISU42IV5z2G6cw0lUdSZbGnC60pwpL9Ybn/TT9eKJmFCYUlhwJ00oaTHWnSHWnXA9JfquJnOSThhvL2dv8EpG6yNTff4LU1EdYWROgzi/x77e+wH2fPnPWx+Ax/VTsSlzBKkEQBXfjvxFsEkbyZJID8pSSZB1PplI7BHF0iwRREhF9IrJfHjaAnGEEUSC+JE5NSw3ZwSz9e/pdV/2mYVbdCXnc7HsKrrsI8oPQvNGK0MSWVHtUs4ItgGeDYl8o0zDJDmTRCtro+VQl93bkyjANCqkp2BxUW9PM0G/UEzWjMC2iZhR0RUdXKscnBUkgWh+1erlE/ATCAXxh34z1VnHeVxDoNAXOaI3yh90J8qpOcKH025iHmIY5ujVCybogCVa0o4Kv03iYqE2CKyIiiwQiATBLbBIqdSOuIEqqPvUySQRBIFIXIVIXoZAp0L+3HzWvzoqwmha2/x1uejeoGVh2HFxyM4S9CO1MUJzvAlDTMnkDUNM0ySfzlf2dKjmLl2wzdKOq3k/e9FMVqF1aS7QxWrGVvX2f6c+Mz8BvKIQ6lveOjeSTSPWkyrb7Qj4C4YAjdvxhS/BMZ97OyUcvx8wU+MPuBNc9tpv3n7Z62l57seH4Lo1gj1B2X1QSPJlpmPHkhQAjdhn2h/2E4qFxWyTMmxP3LBGIBGg9qHXsHecKL/8Jfvde0BVYfSa883oITN5PyGP2EARhSom2pmnStLppODF7JIfxSutDZpq291Nx7tP4/4BJD31UPFEzCvaU0GjseXZP+ZWtAJH6CLVttUTqIy5FahiGE6HRFA1N1Zzl4ns5IBOpi6BkFQqZghM1UnOqlenfVzLWgOwIHH/ET7QhihyY3H9vY0OEWECiLezjhX2JSb3GQsOOmOiqbgkQ1RIg9nrxsiRL5BK5Mgfr8SL75ZGFsoCro7Aoi8PiRB6afikVInK5OJmPERGPaebZ6+H2j4JpWP1nLvo5yIFqj8pjlnCm3SYZiI81xip6P41mglm87AvMjAmqJ2qmSHG43h/2E2+15thHEkOiKCIGLTfi8WKaVkKaklEoZAuWEWTGMoLUFCt/QStoVhPAoTn9dEMaX9BHpC5CqDaEJE/sm9u0tJaz9iX5/UtdZAoakUkKpLmMoVsCs1hYaoqGaZhOqb59G+/0DVjfiZFEiSAK7u7Cvgrdhn3DoqVYsNiCxMNjyvzjf+Gez1vLR14Kb7kGpIX3G/eYfVytA6qA9y2eIo2rGgnXhhFlkWAsOCNXwIIgOFGjcF3Y9Ziu6Y7AKWQLlvDJWI2wkp1JBvcPAlYfjEhdhHBdmFA8NOY4D9rQwrYHdpJTde55sZMLj1427X/XTGEaJvl0Hq2goavlUTBbxIwkVMbqeyEIgiVGfBKSbFWyOTdZQvJL1C6trWyN4E3XeFQT04S/XwkPXmWtn/RROPfrnjGlx4Jh3oiab37zm/z+97/nlVdeIRQKcfLJJ/Ptb3+bDRtG8D6fJQRBIFI/+1VKNpIsOdYEpdgGk5mBDNmBLH17+kh2JVl94tg5Mr6Aj5MPXsLj+5Pc9uz+OSVqTMNELahoeQ01r5bdtIKGHJLRcmNX4QiiMFx15huuPkPALVSKhMt8TWj1WOQYBtz9b/DET631s/8DTvuMJ2gWCJqiMbh/kEKm4KQ+LEbmjah54IEH+MhHPsJxxx2Hpml84Qtf4Nxzz+Wll14iElmc/3ljIYjCsOBZaVVzqfnxd9684Kil/PdfX+WRbb10JfO01Mxeh2Rd1a1oSwXhMlbJsByQ8Qf9yD7ZVTJfXC5vP+aZSnosCnQV/vBh2HQzIMAbr4bjP1DtUQFWu/3cQM6phnPK98WSfkFSSRPDod+taZqL+jes5BT69/aT7Eg6OXy5RI41J61ZlJHheSNq7r77btf6r371K5qbm3n66ac5/fTTqzSq+YUoiwSi408EbG8Ic+yKOp7aPcDtzx3gA6fPTBWUaZgoWYV8Kk8+nSefyiOIgtU+vAJyQMYX9JXd5KCML+BblD9kD48RUXNwyz/Bq3eBKMP5P4bD317tUTnkk3n6dvdNOKne7swsBSSUrOISP2WNE0cQR6IoUsgWhreVCqkKnZ+L73VNR8trw52iS7pGj+XrZBiG27ZiIp9bKk//nv6KVbK6qjsdk0fCLusutVQYL0pWQckpY/o+FVsrVPSFmmbmjagpJZGwqnLq60fup1AoFCgUhuvwk8nkjI9roXH+UUt5avcAv392/7SIGkfADImXfCpPIV1wlQIGIgEC0UC5cAn4kAOyJ1rmCIZmYGJOOAndYxbJJ+HGi2H3wyAH4R2/gfWvq/aoXNQvr6d+ef1wg8jijtRG+X3pY5pi+fMV+3RpqjaiHUYxE/Z+KqHUs6sSxWLJZZMxdLK3/ZMqeUM5+w0JATtyjcCY3YR3P7PbFdWqZNaZ6Cipbq0gRlwipGibKIuj+p+NxfKjlhOOh8fecYLMS1FjGAaf/OQnOeWUUzj00ENH3O+b3/wmX/3qV2dxZAuPNx/eyn/+6SVe7kjySmeSg5ZMvFmUWlBJ9VgdlUsFjD/iJ9YcIxgLEowGCUQDXoXPHMfQDQb2DdC3pw/ZJ48rR8ujCmR6rS7BHc+BPwaX3AQrT632qEZEEAQEWUBk+n7/xY3mKokiQzfIJXLD+xima7nSvXvQ4xiDYaIbOlSYNS+2eBiP8enwzmPvMla/Kn+4gveTXXY9Dt+qqZpRes33ivjIRz7C5s2befjhh0fd7/Of/zyf+tSnnPVkMsny5ctnengLitqwn4AsougGr/+fh9j1rTeN63lKViHdmybVmyKfzBOuDWPohidg5jGmaZLqSdGzvcfJa1J1dcww93S9NyYgDIfNK/lIjfZYtDFKrCk2o+OcMyT2WT5Ova9CuAEu/T20HVntUc06xR2vR6KmeWIXao4HlG6i5BUKqYLLjb3YNNXZt9g/qth8c6reT1Og2nlInqgZ4qMf/Sh33HEHDz74IMuWjV6REwgECAS8ZlJTpSHqJzV0EhvNNsE0LS+TgX0DZPoz+EN+ok1RWta1EIgGqv4j8pg8uWSO7m3dFUPthm4gidZ3othjqpJvFCLlrtnjNLz0BUcvtR8JO6diMq7E85LebXDt+ZDYCzXLLB+npvXVHtWCQRAF6/suW/l9U5lCyafyTm+sMhPMUjFkWF5P+dTo013j/0Om52Um/faLXdSYpsnHPvYxbrvtNu6//35Wraque+xi4tYPncwxX/8rAD/8+zY+fW55GX0umaNnRw9KRqG+vZ6mNU2WD5DHnMUJzWvl4sM2vkz3pcn2Z0d9nV1P7cI0h0P8oyH7ZadhZCVK3bWdDslDRpdSk1TR4NLlI1WSELqoxHTHC3DdhZDpgYa1ltN2rRednqtM1mHcNC2H+N4dvRWrQUVZpPWg1lGNMnVNr67302I3tPzIRz7CDTfcwB//+EdisRidnZ0AxONxQqGpze15jE5DNEBLTYCuZIHN+92JZYZh0Lujl0RHgvrl9Sw7dNm0+lB5uCkWD46vlK67DSxH2Sb7ZZSsMhw5mQbsRE3ZJyMGy72iig0v5YBsdUmu5LLteUlNjd3/gBveAYUkLDncmnKKNlV7VB4zgCAIxFvi1DTVMNgxSN+uPlcXc8knEW0c28OraXWT2wyzxPRyRKNMwyTTn0HJDHs/OVPE4/4jJvGHj+dlzcmY01SBka62fvnLX/Ke97xnXK+RTCaJx+MkEglqaibvjroYeelAkjd+7yF8ksDjX3gN9RE/pmnS8VIHgijQtKZpTJ8sjyHLiwoGqZXMLStu0w3LGHWCRpc2xYaXFQ0rS5YLmQK5wRwm5ohRmJmqYvCYAFvvhd9eBloO2k+CS34LwXi1R+UxSxiaQf++fgb2DmDoBs1rm6lbVjfr4xjLGLPYLdwf8Vtl7+NkvOfveXMWmifaa8Gysa2Gw5bG2bQ/wR+e3c8/nbKS7q3dGLrB0oOXLrorbDt8aztr26aW41kv9gubDJLPKl91GVtWMrgcYdtkmg4ahkGqO8XAvoGykLWpeb/NsXBd6VbIn7CTrZ0DP0NXvebwsa/iY5iw5wmEx38EdSdDy6EIp34CMhJCNuPuB2L3Qqm0jeHco5nqH+Ixc4iySOPKRhraG9A1vWoXmNX2fYJ5JGo8qs87jl3Gpv0Jbn5qL+86vAVd1Wk7pG3RCZrsQJa9z++d0msUe0K5/KGkCttK9rObgc0moigSX2KZteYSOQb2DZDuTVsPzpP/fld5b4UyX2sn3L1RiqtVKmxz7g0D2ScPJ31WEDCVsPuF+II+KxImMHxSKBIhUHLCsB9L7EXo2okcPwKt6ShoPQqzO4dpZkd2SqbcRdkX9JFP5Z0IYNnUoeieLizOaRIkAQFh5O+053k2a9i2L4uZxf3XTxOmaaLm1QXfzfatRyzla39+mVc6U+zc1U9bfWRRlmQ7OUMCw75QRY7brvUi76hiB+75eiUsCALh2jDh2jBqTqWQKZSZrE4GpwdIScl2aRWUa91wbxNl0eqkau9jGGXLoxGqDVFIF0bsIlu8zefzuTvMitb/rdNgrbSBWknTs2lJYH7ou3DfUB+uY98Lr30TiFNrhOiqXjPKP/NKJfO6ZpnFlk2ZFuV4FLvTlwoeOSCjq/rwb0SW3I71njDymACeqJkGOrd0kuxMWiHAVY3UttXO25PWaMTDPl5/yBJuf/4A/d0p1q5ZnEmIgUiAdaeuW5S+UXaisqFZJz3JL5EdzA7n+wjCuMqz7f3tx5xIhgiMM39ZEARXNMEf9g+fPIta448YcRDLk5XnxYnTNMnd9z160ksJrfoQTcvCcPYXp8WY0mmANw3J/sVVNqPliumqTj6VH56u1fSKOWOCKJQLH5/1/2ZohjPdWiaeSrYvuoq4RYYnaqaIruokOy37BUMz6N7aTaIjQcu6lil3XJyLvPO45dz+/AH2JPIcO0K/moWO07Z8HuASIRXudU13rYuSOHzVXUmEjJGgPFrb+FIRIgdkl6AQJRE5KDtCpFKFlEuQzJP/g+kkn8zS/cQ/yAtnYMaDyHUtcMaZ1R5WRVyN7ybY3cEwDAy1XPyUJc+rBlpBI5fMjRmJGx4Yw2LHJ6JklGEhVPx9HGNdkKwcKDWnVpySK/OdqvB9ta1GxuMTNdewcwXLLBhKcrVmG0/UjEKqN8Xg/kE0RSv7Ytu5D7pe3ku6kC6w59k9VuO5tS3IgYXzMZ+0uoHGqJ9lYR+/enQ3HzpzTbWHtCCxpwGc0uziK1zdfdXrWi+eFtD18R/ohwjEAhRSRYnAwnB+hc/nKz/QlxzspYA0fMLwyrWnjUKmQPfWLnIDSUypDQQrkmI2rKvyyGYGURQRA+KEjp321JgrIqRXqDQs2sfOedIUDUZ3FahIMBYcfzM8+7ckutscFBv3VjLFLBZFpY+n+9KYuuma1izedyQfKfu3OLBvoNwTqpJPVIVthm4VD4z2947mI9V6cOuk+/SMxsI5284A9lXAWB4aI5HuSZPuTROIBJD9MvElcXxh33COxTzMRxGHfgwC8O27X/FEzSiYpum6otQ1vaxiyl4uvhr1BX1Tqo6ysRvWuSqh7FB8aYVU0XYpILmEyHy6epwt7CmS0pthGOVJwkXJwoZhTdEV9/SotOwk8xpWkzVDM8A0QfC5xlHIFOjd1es6eSAwfBKpcBVtmxHaUzmznXQ+U9idfqUJRJCLk8dLm0+OZ12SJhCtNq3IjFE0v1p6Und8osbJVNs7TMhvqoQxZyLG8JGa7PuOhSdqRmE84fYxMa3ITYECmX63o6kz/1+SUGrfB2uChGvnXv+Pf3/Dwbz8aic1PnHSJpfzDTtyoqmaJUhGuUmyRDaRnbT7rxyQ3SHy0jyBChVSxfvZJytPjMwc2x/Zjmm6r5AdwVByRVyaJFxcnVKx1Bp3+N7nFyioOpg6CG6rB3tKzz6BGGqRqLIrnkoaqwmCgJpXXfkrgiS4kndHqsCT/fKcPCZNlvF4Q42GS+hUSEwvTa4uXdaV8QuYSkzl/FTt48Oi7yhcDQzD+nLOFGOFPcN1Ybq3deML+JCDsnUfkIeX/XJVQvpvO2YZ//XiAQ6pC3HLU/v44ps3zvoYpgvTtA4smqKhFTTnvpAtWAd9ZVisjLdXUiAasASNLUxKxEbpcmmVhy1Sqn3Q8RiZdaetm528gVQXdX+6AqN3BwMrLqV/5fswEZ2TmS/oo355/ZTfxulOPUIyr5pT0TVLsC8kUTNV7IjmZHEl0xvD7QFMvcT/qdQkc0g4JQ4kxn6TkfC8nxYfvoCPYCyIoVZImJyFZoCmYVpRnlH8OWS/7BI8vuCQ8AnIBKPBGRM9pxzWivLcfn779D4++7oNI5pcjhe7uVtNS820fNntqR+t4BYrle4rIUiCKx9FEKwrbMk/FE0b4Sb7ZFc/GU+YLExm5WJiYLdlTNm/AzHSTMO5V1DXtJ7BA4P07e6b1uOQk6i9gPL/5gNTFUUt61rKpz9HaPBY+piu6ChZZcamgcbCi9RUgZqWGmpaKk+tGIYlcHp39Y6oluWATH17PaF4CK2gIcqilcBpT1Vow1EAJ8+iKNfCF/Ah1ouoeRWtoFX06tEU68ScpzxZbc1Ja2bsIHX0QS0M7h/kp1v6+PMLHVx0zOiO6aNh2y2ke9PIfplIfWRCz9UKGkpOQckO3xAY04hRlK0yYDkgW+JwSAzaEbBioeIJFI9ZpfsVS9CkOqC23TKmbFiDCNQvr6e2rZZEZ8JLvl7k2NNnTPKasnF1I1Di+1QqiEbYlu5LU8gUXNYHExv85MY8Fp6omSSiKCL6RQJhd62iIAjEmmPUttUSrAkOnwjH9hZzYScMFh+0dE1Hy2uoBdWJQNiCx97mqG4BJP/MlVwHQn52R6wkt+se3z1pUWOaJt1bu518o4H9AxVFjaEbZcJFySooOaWswkfyS06DOMkvuUVL0f1ErpAM3UAtqPjD/rF39vCYCvufhuveBrl+aDoILrsNatpcu4iSSN3S2ff28ViYOOJoAsQaY7DBva1UCDnJwiVGmZjMWOdjT9RMkZolNeRTedS8SqQhQnxJfFr+s4rbo9tIsoQUlQhEKzd9ME0rCqQVrGTWmY4sXHRsO9/561ae3TPIiwcSHNI2cQO9/j39JDoSjsrP9GVQ8ypqQSXVnXLEi1ZwTxMJgoAv7CNSH8Ef8uMPD98keXrFXLo3TdfWLrSCNqPRLw8Pdj4IN14MShrajoZLb4Xw1HNmPDxmg8mIo+nGOzpPEUmWaD24tdrDAIbzPmbL+6MpFuB1hyzhjhc6uO6xPXzzwsMm9PxER4LeXb1ldvU7HtsBWErexMQf9lvipUi4+IK+GRdtWkGje1s3qZ7hXgxKTvFEzSJGN3QSSoK+XB/9+X768/0kC0lSaoqkkiSlpEgpKWubkiKlDq0rSTSjcv5WGUvrgXqgF245A0mQiAfi1s0fpzZYS1OoiSWRJayKr2JN7RraY+3Iove99PDwfgUeU+LSE1dwxwsd3PjEHr7wxoOIBX1jPwkY7Bika0tXxcdEWWTFMSsmPEU0XZimSaIzQc+2nrI8JrWgOrlPmqq5qqNKb8FYkJb1LbM+/sVGQS9wIH2AjnQH+zP7OZA+MHzLHKA7213tIU4J3dQdATUVTm47mYvWXcRZ7WfhE8f3O/VYXBQyBXKJHP6In3B8fla5eaLGY0qcsGo4NH701+5l6zfeOOK+pmmST+bp399PuruCw/NQxMbQDDRFwx+avfwVu7x+8MAgya5k2XSXTefLneN+zfnYXHEmME2TtJpmX2ofe1N72ZPaw77UPvak9rA3tZfOzPg/U4/J8+iBR3n0wKMVH3vvoe/lfYe9jxr/wu85VcrA/gErR9Ln9pSyTTQXeoGAaZrkEjn69/aT6Rvupbbs8GUTKtqYK3iiZo5gN8WabxSPWdVNDMN0ug4XkxnI0PVqF7qqU9NSQ9uhbUg+yekRoyu6k/CsKxNv7z8STp6RXcJdqax7KAdpPNjGiZJPcpV3yz65rLx7OkwBq0FaSbM7tZu9yb3sTu5mT2oPe5J72JPaM+VowXwgIAZoDDXSFGqiKdREc7iZpoi13BRuojHUSEOogbg/jjQVV2zThAe+Dfd/01o/4UPwuithAh1+TdOkO9vNtsFtbBvcxqsDr7K5ZzM7kjsmNJRfbP4Fv9j8C9e2q0+/mtevev2EXme+YZom3du6y6bAbQRBcASO3U/K1VtKEi1n91JvqNJu3SXL9nHTLu6wGwDOpogyTZN0T5r+vf0VrR4y/Zl5KWoEczYarswRkskk8XicRCJBTc3YVySmYbV4ttuNz9i4upN0vtJJqCZE87pmApEJur9VmRcPJHjT9x4G4BsXHMq7T1jhPGboBj07esj0ZWhY2UCsKTYjEQxbvCgZhUK24CQYC4JQ1sm5GLs3h92DJtOXAYERuwHHmmO0bWyr+Fg16c/3s31wO9sGt7F9cLtzGygMVHto04YkSLSGWmkNW7e2SBtLo0tpi7WxLLaMpkgTsizPj4sDw4B7Pg+P/9haP/MLcMbnpsVpezSyapa7dt7FzVtu5qX+l8b9vBp/Dde/8XpWxlfO3OCqgGmaJDuTZYaZLvPMIYuTSkzI+6kIQRKQJAlf2OfyfgK3/1OxXUklo8xMf6ay91OpX9SQUFYKCvlkHtknW12lK7QJsfGFfITiIUvYlXbJFgWUrEKyM1nWOdtl0zHKfcOKhglVk473/O2JmlFIdac48NIBy4hsFOfgkbaFakPjmkLZ+/xesgNDPVUEqw9Fw4qGeTV9cdw3/kpPqsAZ65v49XuPB0DNq+x7YR/BWJDmdc3TUpVku+LaoqVYwLiEiAD+kJ9QTQhd1/H5fUgBCdlf1JnZL48YTVHzKsnOJInOBGpedbaH4iHaj2qf8t9RTFJJ8lLfS7zY+yIv9b3ES30vsS+9b1rfYzaJy3GWhpayPLqc5ZHlLI8upz3WzrKaZdQGax37B/vAu+jQNbj9Y/D8Ddb6678NJ36wukMydP7w6h/4yuNfGdf+v3vL79hQv2HsHRcIjtt9sYebaqAqKtn+bLkvlDa+xoijudqPh9ImobNJKB6akkdd+1HtY/tHFeGJmgpMVNQkOhJ0bpn8fH+sKYZhGGN6qhx46QBqTnU91xf00bK+Zd6E/3b0pDn7Ow8gCPC3T5/JyoYwe5/bS01LDbVttZN6TVvAJLuTTgRGzaqug4U9HVR8C0QCVnXUNDQms+ebE50JUt0pwnVhlh1W3pMnq2YdQfJinyVOdiV3Tfn9Z5raQC3tNe2siK2gvaad9lg7K2pWsCy2jJAx3DSy1G17XkRD5iJqHn73XtjyZxAkOP9/4Yh3VXtUFdmd3M377n4fXbnKCf0AASnA/e+4n6h/go24FgEu1/AKosfQDfKpPPlk3uUVNSEERpw6m2mmKmpWHLNiQi7d4z1/ezk1ozDhL1gJal6dVGjSfu6+F/YRrgtTt7yOcG14Tl/Vrm6KcvZBzfztlW5+/egu/vX4ZUg+aUKCxhYx2cEs2cEsucEcmqLhC/owDINAOEC4NWyJl4glYGT/zEw37E3t5fGOx3mq6yme6nyKruzQgX0n8My0v92EWVmzkjW1a1hTu4a1tWtZU7uGFTUrCEjTO3U5m8naC55CyupBs+shkALw9l/BQSMn1lebFTUr+Os7/gpYv82fPvtTfrDpB659CnqBk248CYCrz7ia169c2Dk4E2EqruGVTDBt/yd7Wdd1BvYNgIFjgTCfmKkLIy9SMwp9u/vo3dk76fcLRAJWG+lpQpIl5OBw/ofdk6Z0uVpmiA9t7eGynz9BxC/x5ws30rZhybhPij07ekh2JtEUzdUR2O4KPF0N9bYObOWunXfxwL4HeHXg1Wl5zcmwoW4DhzQewiENh7CxYSPr6tZNuyDxmENk++G6i+DAM+CPwsU3wqrTqz2qSWGaJtc8dQ0/f+nnFR+/YuMVfOa4z8zyqDzsLvSVDDFtMVRIFcin85Zpb7owJSE01UjNquNXeTk1U2Uy00+DHYPDKrlIOY+HQCyAkpl9wzBBFIg1xYg2Rqd1KmYsTNPk3P9+kN29GW46dw1Hnzn+OXe7q3C4NowvNLnGeqZp8mTnk1z/8vX8be/fJvz8iVIfrOfYlmM5qvkoDmk8hA11Gwj75mdvB48ZJHkArr0Ael6BUL3VJXjp0dUe1bSQyCc49benVnzsDavewFWnXzXLI/IYL4Zm0L+3n/69/RXPUY2rG4k1xdwGmUUWCKm+FOmetMv6YCKsPmE1vtD4+yV5oqYCExU1I2GapkvkuOzji9ZjzTFkv+yaR7XNKu37QqbA4P7BEd9LEAXnC+cP+53GbmNRrKJtS4FAJEAgHMAfmd68k2JueHwP37v7Zf7tyCW89S2HI82AmOrP9/Oj537ETVtumvbXPrntZE5fdjqnLT2N9pp2dE2nb3cfgXCAeOvEbSA8Fjl92+E350NiD8TaLB+n5oOqPaoZ4VuPfovrt15ftv2TR3+S9x32viqMyGM8aAWNvt19DB4YdG1vP7qdUM34E3ntSFFFM8wK96Ga0ISKYTxRU4HpEjXTSbovzf5N+13b7EhLvDXulNQVU9x7xe7zUrysKzqBaMARTUpWqZgfJAiCk58SiASGk2wnGSkByCk6r7/qPt64LI7UWstnXje1Condyd18/qHPs6l305ReZ23tWt60+k28fuXrWRYbn/lmujdN56ud6IqOP+xn1fGrpjQGG/uH7Tiyq4bLtT1cF57QwcRjjtK52YrQZLqhfrXltF23YsynTRe96QJbOlPs6EmzozfDzt4MyZKChPHQGA2wriXK2uYo65pjHLQkhjzKyehXz/+K7zz3nbLtv3jdLzhuyXETfv+xsC/6PMfyqaFkFfp295FP5ok1x2hY2TCnCgI8UVOBuShqlJzCrid3YRomgagVDahprplQctlYmKaJVtCcCqJCpuAsVyoHlHwS9e31jt/SRL/YG//jLq4+fikfeXQvu771pgk9d8fgDt5z93sm3F8l5otx6cZLeceGd9AYapzQc0vRVZ2urV2kuoc9n0RJZN1p6yrubxrmsGWCoqNpGlpec/W4KBYthjp6uWfT6ibq2z0Tw3nNnsfhhrdDPgEth8Klv4fYzFlm6IbJyx1JHtvRx9O7B3hhX4L9g5PPdxiNaEDmuJV1nLi6gRNXN3BIW01FkfOTZ3/CD174Qdn2Zy57ZlptGlI9VusNX9CHL+jDH/LjC/nwhXz4g9byfGqP4VEZT9RUYKZEjf0RTlbVqnkV0zAnlDQ1Hdhip1jkKBkFBGtMuqIjB2QidRHC9WEidZFxia07XjhAcG8f//zwHm790Mkc1V436v7P9zzPpXdeOq4xN4eb+dxxn+PcFefOyFVEqjtF19auilN8de11mFqJgFG1skZ9/pAfJae4nywMuaz73J1Ji7sP29tsw06Pecq2v8JvLwM1C8tPgEtuhlDttL/NYFbhgVd7+Nsr3Tzwag+DWXcURhBgRX2YNU1RVjVGWN0UpT7in1B/P9M06Ujk2dadZmt3mlc6kiTzbguReMjH6w9ZwpuPaOWk1Q1lAud9d76PJ3qecG378JEf5kNHfGhif/AIaIpGLpFDzatWD6ucgppTUQuqk+ch+SVH4PhCQ8InaC0buuF0B55LkYmJohU0kt1JREkk3hqf139LJTxRU4GZEDVKTmH/5v2oOZVoY5Sm1U0L4oRkmiaFTIFsf5bMQIbcYA7TNGle10zd0tFFCsBPfvsMN23rY317HT+57NiK+3z36e/yy82/HPV1ZqJVu2maGJqBmlcta4a8Sqo3VdbZczRESXSqziTf8L3ktywTXC3VfeK8P2B6jJMXb4NbPwCGCmtfA+/4Dfinr9fUQEbhzs0d/On5Azy5awC9KMHTjqAcv6qBI5bHOWxpfNwGs+PFMExe7kzy2I5+/rG9jyd29rlETkPEz0XHLOPdJ7SzomH4784qWU648YSy13v60qfxSzNzMWcaJmrBEjpqvkjs5FSUvOJEqWW/jKZoCKIwXE3qG64qrVRpOpciP/lUnoF9AyS7k46Im6++TaPhiZoKzISo6d7WbfUKGEIQBeqX11O/vH7eev9UwtANsoNZ/CH/uCJKr27p5NcP7uCGHQPc+69nsLZ5uDnXg/se5CP3faTi8z585If54OEfnLIAsKNQuWQOJas44sW+n0xFWvPaZqKNUatsfg73DPKoEk//Gu74JJgGHHIBXPBTkKd+wlZ1g7++1MXNT+3loa29aEXf3fUtUc4+qIVzDm7mqOW1o+a6zAS6YfL4zj7ueKGDuzZ1MFAULTpjfRMfOnMNJ65ucLbdseUOPv/Y512vceWpV/KWNW+ZtTHDcF6imlNJ96ct/7eS/MTRECRLAPnDfrKD2WEjTNsTqqTBatm2oQseNa+iqVp5h/oxGlyapkm6N83AvoGKZdVLDlpCfMnCKmzwRE0FJipqsoNZUt0pDMNw+W2Ikuj4awzuH6zYYE/ySzStaqJmSc2ivELXFI3H7n+VS/+2k3ccu4yr3nYEAOf/4Xy2J7a79n3titfynTO+M+nPyRYw+VSefCpPIV0gn8qjqzqBWIBCqoAgCMjBIYuEkntf0LJNEESBfCpPsjNJsjtZNq3Usq6F2qW1kxqjxwLnkWvg3i9Zy8e8B970XZiK2SWwpy/LTU/u4ean9tGbHu53dUhbDW89oo03HtbK8vq500JA1Q0e2NLDtY/t5oFXe5ztx6+s5+PnrOOUtVbiqWEYHHHtEa7nBqUgT1765GwPeURs0eMSOhWKM2SfTHYwO+n3CcaD5BMVGrQKVLTiySVyVjRmjE7CwXiQQCgw7AFV4d40TZIdyTJPp1Kfp5HW85k86Z70sKdTsb9T6XKFx2LNMXwBr6R7Sky4T01ngv49/ShZZcx9R0LySQTjQSRJItIYIRAKuBxcF7LgefHxnXzsr9vYm1V56HNnc+GdZ5NShpNv377+7XzppC9N6DVN00TLa+TTeZeIsXNgJL9EMBokGLNuTrNCnzShz9o0TDL9GRJdCdK9aTChcVUjDSsaxn6yx+LBNOG+r8LD/22tn/JJeM1XJm1MaZomj27v4/8e2sH9W4aFQVMswNuPWcaFRy9zRT3nKrv7MvzsoZ389sm9KEOVl8etrOM/3rSRI5bXAnDj5hu58ukrXc97/JLH51WvJ13VKWQKlY0wteGqxuJtxVHiqXo/TYWKuX8TYKrN95YfuZxw7fj/rz1RU4GJiprB/YP07+13GRpON7Zbq8uqXhaRJIlQbYialvkb6Ul2Jfn1A9v5zjMHOPf4/fwj9X3nsYff9TDxwNjhUdM0SfWknOhLIVVwHHNlv0wgFrAEzJCQkQPT7/yhqzrZwSyheAjZ7zmLeAxh6HDnZ+CpX1jrr/kKnPqvk3opVTe444UD/N+DO3mpI+lsP21dI+8+oZ1zDm7BN4fyOMZLZyLPjx/Yzo1P7KEwFPm86OhlfO71G2ipCZLKpzj5tye7nvOzc3/GCa3l+TcLheKeZdmBrCWKSr2hio0xZ6h5qz/itwpDJsmUDS0n2AfHEzUVmKio6d/bz8DeATRFG3PfmcD+0tgVMs7NTmSrsF3yzZ18D0M3ePnR7Vx491b86//N2f7YJY8R8Y2cxGYaJtlElnRPmlRvyuo/YUAwFnSJmJkQMB5zi0K6wGDHIE2rm+ZUciaaAn/4IGy+FRDgzf8Nx/7ThF9G1Q1ufXofP/j7NvYNWCeIkE/iHccu459OWcXKxoWR7NmZyHPV3a/w+2etnlzRgMzn33gQlxzfjiAIHHPtMSjG8Al2Oquj5jvFzV6VnEJ2YMgbbwqCAiAQDVBIT97GZ8qGlseuIBj1DC1nFdszo9qMt4uwjShZiWhth7RNyAV1uhElkealtbymLcKDQ9vW160fVdBkBjJ0vNSBIAhEm6K0bWwjEAlMa98ej7mPVtDo2Wn5gQHEl8Sr+l12oWTh5sth270g+uDCn8ChF03oJSqJmcaon/ecvJJ3n7CCusjCMhJdEg/y3XceyWUnreCrf3qJ5/YO8v9u28yfX+jg2xcdztOXPc2Pn/oxP3zxhwD873P/y4N7H+TGN99Y5ZFXH0EQEGQBURaRA7IzZZNL5ujZ3lNRWKw+cbXTzd4xxzSGTTFN3TIPHtAHhg00bVPMWQpzzNTFtxepGQWn9G8El1RDN1yVT5XwhXxIsoSSVQhEra69dpjRnmMtDj0WE2mIOP1iJiJqbFYet5JApLomiVpB4yd/vpUfp74OwJ3n38fyePPI+ysaak4lWBOct9NuHpPH0If8aHb3Y2I6SZHLj5jY/Pt4KHZELm7hbhcGuBIcBQFEEPIJhJsuhj3/ADkE77wO1r1m/H+fYfLH5/fznb+8WiRmAnzwjNW8+4QVhPwLX7zrhsmvHt3F1fe8Ql41CPkkvvjmjVx8/HKePvA0//RXd8Rr0xVT6ya+kDFNk3RPmp4dPa40iXWnrpt09W3pb8E2xywWPi7vp6H9Pe+nKjDdJd2mabL1oa1lc56ST6K2rZbattoJTZHYYUZd052GUHYOh91bRVf14eZvqvtmZ+jbtzUnrZkTEY7rHrqBb+/4JgAfbL+Vj5y1vsoj8phr6LpO4kCCvt19lrgv/kkJ0NDegD/iH/ZXM4yKy/YFiC/kQ82p5Qdj00RAwMS6H6nywxfyoau6dbA2hn6bagGz60UrUiNK0HwwBMqPI3ZJbiAaIBANEIwG8QV9PLqtlyvvepnN+63o02ITM6Xs6s3wb7e+wOM7+wF4yxFtXHnBoRT0BGf97izXvp6wGR1DNxjcP0iyO0msKVaVgoYyfyejwnrRcrgu7Hk/TZWZ6FPTtbXLMaQMRAPULasj1hybE3ktpmnOiWhHd18359xxDgBi17/w6Cc+SMTLh5mXOFdwpYmNFZYRqGj8Wsn8daxkSLsLrF2S6rRXGGHZ7gNSKlYQJtn5e3Av/OY86N8OkSbL9qD18BF31zWdQrpAIV2guzfNX7b18Z2nrHySWEDmQ2et4Z9OXrUoxUwxhmHyfw/t4Kp7tqAbJqsaI/zwkqNZ3xLmqOuOcu37wuUvzInjmUd18ERNBWZC1JimST6VR5TESfkkLRYO+/VhAGiZVXx843/zoTPXVHlEiwdHiNhlpbbwKJ4GLdqm69a0qByQLTPUEsEyIsW9NWSRQNia+izus+HqvSEPbwfLwyfdk7YS84uOSoIo0LyumdrW2hn8lEah51W49nxI7of4csuYsnHtmE8byChc/Zct/OHpvfzroS18+4UuLj1xBR87ey0N0epOC881nt7dz8dueJYDiTwhn8R/v/NIzt3YXNbP5vnLn0cUqn/B6DH7eKKmAnPR0HKxYIsaAN+e7/LQ587yojXjxDTMsl4XTl8Mrbwvhr0u+2Wnh8ZYFLcTECWr86k/4geT4XYDRUKkbHkcXVDH9beaVn+g/j39VgLk0Ms1r2mmbtnY9hzTzoFn4bqLINsHjestQRNfOupTDMPk5qf28u27X0FVdD62sYluWeLSs9ezaoFUM80EAxmFj9/0LA9t7QXgE+es4xPnrC0TNl7EZubQVR21oBKIBObcZ+yJmgp4oqZ6FIua1Mvf5N/fcDAfPGNxRWuK86Kcm1aeG1Xs5o1gJVuPRWlbdtEn4gv43AJkqP9RsXhxoiVz7AAGVjl3/95+kt3J6oiaXQ/DDe8CJQWtR1pTTpHRcxU27UvwxT9u5rm9gxzXGOYtq+o4eOMSjjt4yeyMeY5j6MaoeRSabvD1P7/Mrx7d5Wzb8vXXc+z1R7r2myvCRld10r1pp52G7Rk1p9oPjINCpmD5R3UlMQ2TSEOEZYctq/awXHiipgJzVdQYunWikwPynPihzgRb+rfwtj+9DQBl8FgKHW/jxa++bt5Ha0zDdJK0S1uo64qOIArkkjkM1XCaBo6EIAku527JJ+EL+BBEwfGOKfOUkSUEaeoRkrmMrunDOTGzxZa74ZYrQMvDilPh4hshOPIxI5FVufovr3D943uo90t8eGMTK5fUcOqJqwjM8+/4VDE0g1RvimRnElEWWXro6JEugM/c8jy/e3ofYHVTfvCzZ3H8jUe69pkLycP5ZJ7dz+wu2+6YY1bqLWYLoCEjTV3RXRFS56JDFmc0N9M0TbIDWQb2DZDpz5Q9vubkNXOq2agnaiowF0WNoRvsfGInWkEjXBemeW1z1cuwZwp3tOZbAOz61puqNZwxMTQDJa+gZJSKgsWuNquE7eIdqgmha3qZWLETWe1l0TezBzCPCfDCzXDbB8HUYf0b4O2/BN/InU/v3tzBF//4IoMZhYtW1nJWe5zDjlxG2wIzFBwvtpVJNpElO2A1iYs2RqlpqSEQHf+0xr/f+gI3PbkXsIw7f/vPJ3H6745x7VNtYVPIFOjb1VdWfTpexrJJEETBiagWCx5JtqJBucEchm6U5auVrQ8lzNuGvphWn5vRosBNa5qcZq6C5E64FyWRXDJHpj/jTDuXekSV+j6VPh6IBpDk8SfKe6KmAhMVNanuFB2vdJQZgTlfNPs/aQTTsEh9ZExH60x/hn0v7BveIEDd0joaVjZM6D98PvB/L/wf33v2ewCkt30GU23k+S+fS3wCvQqmE9M00RUdJaeg5lWrL1HRsq7qztUUAIJlzSD7rRDzaMvzLfzsMcQT/2dZHwAc/k4474cgVf5+dqfyfPmPL3LX5k5Obo5w8bp62lY2cvShrQs6claKaZjk03lyiRy5RI58Mo8gCQRrgtQ01RCpj0w6yvbkrn7e/uN/OOt/+eRpXHTPKa59qi1sSnHMMO2bMtSGY2i5WABJPmlKXXlFWRxXztxMEKoJkUt63k9VZcKGlh0JOrd0Tvr9og1RdFV3VXmUVn8UMgUSBxJlz5V8Eo2rG4kviS+YA6RhGhzxm6GkP1Mi9co3+MhZa/js6w6a0fdVcgpKVkHNqaj5IeEytFxcSiz5JXxBq3TYF7Lcu31BnxMqXugGpIsa04QH/wv+bjWJ5Ph/htd/GypEz0zT5Jan9/H1O16iThZ47/pG6hsinHPKasLB6gj00dAUjWRnkmhjdMyLrPG+Xj45JGKSOQqZAoFIgFBNiFA8RLAmOK3TFk/vHuCiHz3qrD/1/87hrN8f56yf3HYyP3ntT6bt/WaTQqaAmlPdzVg1d2PW0u2u9gciUKWm93PV+2nuTJjNQaZqkaApGvnU5BxYdVWna0sXPdt7kP0y4bow0caok0ch+uZugudIiILImcvO5P5994OgI0gZfv7wTq44aSXNNdPTAt80TAqZArmkdcWYS+aQ/BL5RB4EHKESrg07wsUWMV50ZZFimvCX/4B//MBaP+Pf4MzPV3Ta3tuf5fO/38TmPQO8Z209S2IBjjxqORtX1s/yoMePmlfp2dlD765eJJ9ETUuNNRU0yjS3aZjWBUBWcV0UmIaJklccAdO0polgNDij+U7HrKjj51ccy/t+/RQAl/78Ce59zyO89o9WxObRA4/ys00/4/2HvX/GxjBTBCKBCacb2H2idE2nf0//cN8o3d2QsnjbXGSmvjNepGYU+vf007OjZ9LvN1XDsPFgCxwneXQoVyMQCxBvic9ucuU4UHSFY66z5sWjtNDx8r9y6YntfP38w8Z4ZmXUguqIl3wyTz6VxzRMApEAwZogoZoQ/rDfmh4KLtxEbI9Jomvwp0/Ac9dZ66/7Jpz04bLdTNPkxif2ctVdL/O6thhH1oegMcbbT1uNPMfFsK7qbH90O86hfqgBoeSTCNWGHFGi5oZFjFbQkAMy/pAff9hvCf/wcPSyGr+jbd1pLv6/x+hJFTi4tYZr3rWCi+4ezslb6O7ek6W4YaYdpc70Z0j3pqfkAD7VSM2q41dNKHLoTT9VYKKipndXL327+ib9fv6wHyU7eWv3qWAnoEk+CTlg5Xu47ouWJZ80qwept93+NrYMbAEgv/UrqFqQP3/8VA5pG19ipaZopHpSZPozZPoy1sG5JuSImGAsOGnfE49FhFaAW98HL/8JBBHe+gM46t1lu3Wn8vz7rZswE1nesDzOK3mdy167gVVN0SoMevzYOWNqQWXvs3sZ6VAviALxJXGra7MtYIK+OXdBBLCtO8W7fvo4vekCx66o45NvEPnQAx9wHn/4XQ8TD7iPI6ZhsufZPYTiIaJNUUI1Ie/iBkvs9u3uY2D/QJlvky/kY+WxK4d9D0t8oAzDqmjL9GSs7ZPxfjpxNb4JTNd6oqYCExU1dkKX6z+29L7E+bT4vm5pnZPIVbFNvGaQ7k+j5tQRxyCIgqWmBQjGgtbz1QpzqyWMlVXvfhPKRE9NSw3B2MyYSqaUFCffeDIAIbOe7lc+B4xeCWUYBqnuFKnuFNnBLJH6CLHmGMFYsGpXjh7zmEIabroEdj4Akh/e9ks4+M1lu925qYP/uetlzlsaY09WZf2GFv7p1NWIVT7h28moWkFDLahoeW14uWAta4rmtAXIZ/Jl0xCCKNC0uonapbXz6vezpTPF23/8KMm8xmsObuH4Q57h+y9+33m8NHHY7vqe7kmT6k1haAbRxiixxhjhuvCcFG+ziZJT6N3RS6on5WyLNkRZetjYpffFlHo+FZtflvlBDfXC8byfpshcLOnev3k/6d60a5sgCtS01FC7tJZgdORcE8MYFji6pjvLhmYgB2V8fh+q4j7IFS+PljXvD/vRCpo15xsNOPf+iH9aqrLe/ed380LvCwCIu75IIhfhlg+exHEVchOyg1m6tnYRCAeI1EeINkXnVWWYklPo3tpNMBakcVVjtYfjke2H698O+58CXwQuvgFWn+naJZFT+fIfN7Npey//clAjt3dn+eIFh7NhSaw6Yy5CzansfHKnE4X1BXxO9NUX8Fm//YAPyT8cgS0+zgiigC/go+3QtnnbPuKJnf1c+vPHUYaOYeuPuoaOfIfz+EgVUaZpomQVR+CoOZVoUxRRFC3z0VgQf8S/KNsr5BI5+vdaOTpNa5rm3HdjQYqaBx98kKuvvpqnn36ajo4ObrvtNs4///xxP38uipriKS5/yE/t0lpqltTMyknb0A232CkSPf6INXVWSBfKptB8QZ9L7Pgj/gn7XuW1PMddb1UwSPgYfPlrHL4szh8+fIpzFayrOt3bu8kn87SsayFcN/7yv7mAaZoM7Bugd0cvpmkSiAZYeezKag9rcZPsgGsvgJ6XIVgLl94Ky4517fLw1l4++7vnObbGz5GNYTJ1UT549jr8c2RK0w71TyTCYB9nBFGgdmktTaua5n2E4s5NHXz4+mcAWFYXIrHkE85jr1v5Ov7rjP8a8zXUvEq6N81gxyBKZug4J1gJvMFo0BE6gWjAKySoMguy+imTyXDEEUfw3ve+lwsvvLDaw5kWGlY0EIgErLyQ+OzO9domnGMlaxmGgZJRKGQs12G7uijdVxRhEqBuWR2R+gjh+Ngh3aAc5OzlZ/O3vX9DR2VdU5oX9sEfntvPhUdb7blNw8Qf9rNk/ZJ5dwDOp/N0vtLpShSv1OjKNE2no7Tdw0JXrb4WAgL17XO3qmbe0b/TMqYc2AXRJXDZbdCy0Xm4oOlcdfcW7nh6Lx86uIntWZWjTlzF0Svm1v+BIAiOJ9Z4CcaCyAGZ1o2thOPz6+KgmHw6j5pViTXHeONhrc72fQM5fvTGu/jcM28A4J5d93DxQRdzTMsxI70UYF2g1S2ro25ZHYZuOMe4fCpPIV2wbAOGrvv9Yb8jcmzBI/kkTNOcE9N3SlYh3ZsmVBuaUKn0QmNeRWqKEQRhzEhNoVCgUBg+qSSTSZYvXz6tkZp8Mo+qqIRqQnOqpfRsoCmacxBQsgq6ppPtzwJYJegNUSL1EeQR2sRrhsZR1x7lrKde/hZLaoL87TNnEJ6nn6WhG/Tu6mVg70DFx6NNUavfRJGAqfQTFGURf8jPimNWzPSQFwddL1kRmnQn1K2Ey/9o3Q+xqzfDx298ljYMTlkSpSPg56OvP2jefg8XGnbUM9GRYMlBS1wn7S/9cTO/+cduwn6Jay5p5VOPX+o89uxlzyKLk/8/NA1ruiqfzjtCJ58ezk/yhXyoeRVf0OfkJBZPB9pTgsVTgdOJaZik+9IMHhgkO2AdeyW/xNqTx3aRn28syEjNRPnmN7/JV7/61Rl7/eLmfKIkUt9eT92yukUTprS76Ebqhp2HTcMkl8iR7k/Tv7efzi2dhOvD1LbWEm2Mun7Ysijzzg3v5LdbfgvACSu7eHxXC5f9/Alu/dDJs/73jIfSKTtXYmZh7L5EWkHDF7B64xT7wjhmeEPb5ltkak6z90m4/m2QH4TmQ+Cy30Ns2GDyj8/t5xf3buHiVXU8PZCjbWMrlx3SOvLrecwahmGQ6bXKjwVJYMXRK8oqG7/05o3s6Mnw8LZePvCrfVx8zsXcceBGAI669qgpdRy22/kHogHiQ7YXpmmi5lTy6bzTPFXNqaMWfBQXYxSLHtO0+gE5linysG1K8bbS44FW0Eh0JBjsGCyLAM/VvjSzhRepmQK7n95ddhKTAzKNqxqpaamZEyHJaqPkFLKDWRIHEhi6QX17PTXNNc6P1DRNDv/N4c7+mZe/hQHc88nTq5aUaeiGlU+UKaAVNHKJnCNeSpOrbVsE+0BVyBZQMsqI/i8T7aLpMUW2/x1uejeoGVh2HFxyM4St6aSsovGV219E6EuzLOLnmbzOlW8/gta49/9TbQrpAonOBKnuFKF4iNqltaO21E9kVY74z78467GD/91ZPnfFuXznzO/M6HgN3XDlJJZe7NgXQqWMt9eL3YFe1/QxRYtdaFLcub5sWRYxTdMyGRWHu927LIDG2JZL5MgOZJ3Hi32dSn2eKq5P0IjXi9QAgUCAQGDyGdypnhSdWzrLPZ6G/mMKmfLGelpBo/OVTnp39NKwqoHa1top/AXzH3/I6nsRXxInO5ilf08/vTt7qV9eT7w1jiiJXHnqlXzh4S8AcPCqf/DizpP46p9e5IYPnDijYzMNEyVniRcnZ2iobTlYV1ah2hCiLBKJRCzhUtLnZ6SIipJVSHQmSHQkXAJnNAM5j2nmpdutPjS6AqvPgnddD34rqvhyR5JP3/Qsp9QG2K8ZaC1xfnbOOiQvQjbr2JGPbCJLbjCHklMwdIP4kjgrjl0xrmn9eNjH1847hC/+8UUA3lF/Ezf3vwuAv+z+C1v6t7ChfsOM/Q2iJDrHupEwDbOsKCOfsqI9Y/k32a1AxoNpmCQ6yq13SvEFramzyTLV5nvLj1g+I8UfCzpSU8psez/ZCJJgdfkNB5ADsssDylHBxe6qorXsj0ysomi+kEvmGNg3QMu6FiSfVeVV7OCtb/smWVXgl/90HGdtaJ7y+9kh3mLhUsgMVXWZVv6K3a7cruayk7en472zA1kSnQnSvWnaDmkj2jC3m7YtCJ69Dm7/GJgGHPxWuOhnIAcwTZPrH9/D9Q9s45JVddzXneFf3rCRk9Y0VHvEiwbTHLIyGbQMMLODVi5IKB4iXBsmFA9NyM27mLs2dfChoYqor11Qz1Wv/LPz2FwzvizGNK2+ZY4Jpjacc2dv11SNTH9m2qaXptocdsreT0e1E5pAVHRBlnQXMxuiZmD/AN1bu6cwyqlRs6TGEji23bw0bD1ftj7PfKBKeXXgVS66/SIAVvsP4/nn382KhjD3fPJ0gpMQF7qqkx3IkhnIoOZVJ0xaKlwCkcCMJfGVMleqJBY8//gh3GNF/jjqUnjzNSDJJHIqX7j1BWqyBVbG/LygwtcuOpz6yNRNHj3Ksadxi/2jiqMStoCxfdim67dx5Z0v89MHdwBwzsl38sTAgwD4RT9PX/b0tLxHNTFNk8SBBD07eypGeOSATCAScDd91Qx0XXd1/Z2qjc9URc2KY1YQjI3f829BTj+l02m2bdvmrO/cuZPnnnuO+vp62tvbp/39puKLMR0kO5MT2t+ZM5VFQjUhYo0xJwlV8ktzuqHU+rr11AZqGSwMskPZxJpGle29Wb5w2ya++44jx/Uahm7Qv6efTH+GQqZAMBZ0Og+3rG+peudhT9DMMKYJf/8GPHi1tX7SR+Hcr4Mg8MyeAb7x+01ctCzGX/oU1hzUwg9OW71o/k96dvSQT+Wpbasl2hCdtkR00zTR8pojWopFjFbQEETBsV7wh/1EG6KE4qEJtcefKJ993QZH1Nz36BuJHWyJGsVQeGT/I5yy9JQZe+/ZQBCsXkPRpii9O3vLppqiDVFa1rdUfK5hGI7YUdIKgx2DFbvl28szyUwV1MyrSM3999/PWWedVbb9iiuu4Fe/+tWYz59opKZvdx+9O3snM9SpIzBhL41igrFgWRKzKImOwJF98rDg8VnJrq7HqlCBk1bSnHTjSc566uVvAfCDS47izYe3jfl80zTp2dFDOB4mXBv2/J8WE4YBd30Onvw/a/3sL8Jpn8Yw4ScPbmfTix2sivp5ZDDPf150BIcvq63qcGebAy8dINWdssws7Y7lrbVjTvOYhommuhNeDc0gn8m7nLvlgOz0vHJMMMN+a7q9CsLxH9v7uPj/HgPgshMb+UNi2MH7hctfWFBiNp/K0/Vql3O8b1rdNC39rYqtDYqFjn2f6kk5ppiGYXjeT9VgoqKmkCk4rs8uLwvd+qGPFUnxR/wEwgEQLEEhB+ThL4U+/EVx/KKKreJFiLfE0XVrTtW+udZHSRybkPdTBdoOaSPWNPvVR1959CvcuvVWAOr6r2BP18EA7LjyjVX32/GYo+gq/OFDsOkWQIA3/Rcc9356UgX+7ZbnOESCnoJGNhbmGxccSmwGowRzlZ4dPfTv7R8+8QxdNMl+mUA0QKQhMtyuoELFjiAKTpK83XSuWMTMxTYWf36hg4/cYOXXvP3M57i76ybnsbmcXzMZTNMk1Z1CySrULa+rio2M7fFki56KHlBF67GmmOf9NFWm0yZB13S2PbKtTJ1KskTt0lpq22pHbDo3XdhfIEfwaLqzbl856YqVYObqVqtoTgdb+7FSgbT8yOWjllDOJMVJw5mXr8RA5MoLDuOSE6Z/inExkE/l6Xy1k0hthKY1TdUezpSxryARQNQLcPMVsPUeEGW44Cdw2Nt4eGsvV9++mbObwzzUneEdp6/l7ccuW1BX6JWwu1O7fuOKRmYgQ25w5PwH0ScSioXc1X1FzeNEeX7m7NmN+cBd5n3NWddwdvvZ1RqWxyTwRE0Fptv7qXNLpzOf6Q/5qVte5/QHmG8YhrtVfzAWnJbqn8nwdNfTvOfu9wCwOngozz97KbGAzL2fOoMl8fEnli12dFWnZ3sPiU7rOxquC7P8iOUz9n6maUUxbXFtz8m7nOlL3eoN97bifQKRAGqhvORUEKyWCrVNAWL3vAd2PwJyEN7xG9Q1r+W/732VHdu62RAP8uigwpXvOIJ1LdU3opwMtht36c00rAqikS5OXFPNfhlDN6wqo+Kj/VBDuNaDW6t2ATPT5FWdg754NwABScW//ovOYwstWrPQ8URNBaZb1NiW9oIgTLoE0aMyp910GoOFQQA25P+Tp3ZaFSo7v/lG73MeA9M0GewYpHd7rxMSBkY01HTKSYcc3u17QzPc0cCi++KooHNvGK4mX4Gw1SPKaVVQ1Lqg0ray9gajTTdmeuG6C6HjeQjUwMU3sS9+FF+45XmOj8jsSikEW2r4jzdvnFT13Exhf1Z2nxK7VLeScLHLeYHh7tNDN1/IBybl+XBDy6UXVvlknt3P7HZtq2+vp2FFw7y8CJsIP3toB1//88sAvPWUp/h7/+8AiPliPHrJo9UcmscE8ERNBeaiS7dHZXJajuOvP95Zt5OGzz6omV+857hqDWvOYguNVE+K/j396Ep5R2NBFIjURcrFy9DVvSAIVqsAn9UqQJIlfAEfgiwMtw8o6UoqStZ+tkiZFcGZ2Ae/OR/6tkK4ES69lbv7W/jfu1/hNUsi/LUzw7+cexBvOnxmrQ7KRIjmXjbU8r4jgiBYQmSoRb7sk62W+L5yqwz7Nh1TP1pBY/s/tlsO1OEArQe3EohOvjHpfOOLf9jMtY/tpiYoY676jLP9trfextq6heeTVA10Vbc8qAazSD6J5rXN0+qHuCBLuj0WDyE5xCeO/gTXPHMNAEuX3cf+fefwt1e62T+YY2ntwm1lb1ec6Mrw1IKrMVeFk+i4yi9NCNeHLREyJFqK7+fFFXvvNvjNeZDcBzXLKFxyK19/TGNg/zZObQrzWFrjh+89geX1Mz+d0vVqF0pWGRaBRULE9vYay8NntpD8EsFYkFhzjLpldYsu2vnlt2zk+X2DvLAvwTl8lyf4FAAX3H5BVaehBg8M0re7z4qwlVSlzoWK1PGgZBXLbLQz4ToOCYJA68Gz76HmRWoWAKZptd+W/dUpn5xJipOG12Wv4pndBietbuD6958wr6qhnNyIocRNTdEqLuuKJVZsgjVBTN0sP0H63AZ49g0BUt0pBvYNWN1CS1oDrD9j/fz9jnQ8D9deCNleaFjLrjfewKfu7OZNTWGe6Mmwcm0Tnzl3A775IM48Zp1Xu1Kc+99Wz5o1h/ycbmMrAG9e/Wa+edo3qzKmnh099O/pH/f+xSa4sk9GySpoiuaOmhZfqJRctBRvB6sX2ojTwcXrJV5NpmmS6EwwuH9wxAZ+vqCPFcesGPZ8muJxx5t+qsBERU2qJ0X31u5RjblGM++KNEQIRGY+xNu7s5e+3X0EogFa1rVMqPX0XKc72805t5zjrGvbrian6vzHmw7m/aetruLI3Jimia7olh1DTkHNW669al7F0AyXT5goicNXZkX3ZctTuDKz870G9g2Q6kkNbYS1p6ytWgL4lNj9KNzwTigkMZcczp8O+z43PjHIa9pi3Lk/xcfetJEzp8FSw2P+YehW7td4ypgv/ulj/GNHH+Cuhnry3U8SlGe/CCE7mCU7mHVXqRZFZ8dC8ksVp5rHgxyQZ9WLzmVkKVpRnImY+3qipgKz7f0UqY9YKloc9nSayH04Hh7XSa3ULbympYam1U0zXlI+W3z3qe/yyxd/CcBrGt7NbQ8fhl8S+dPHTp1VJ29DNyyxYguWnIqSVxzxYhomgiTgD/rxhXz4gj58Icu9W/YNi5bZnubRVZ1EZ4JMf4alhy6dH9NMxbz6F7j5MtDy6MtP4suh/8DIiAREge2mwH+940iaa7yquMWEVtBI96VJ96XJDmRpWd9CfEl8zOflFJ2Dv2RVQ73+iASPKMMRmrlWDeWahi4q03ciuqpOdjA76c6/U/V+miqe99M0MFFRM7h/kK6tXZN+v0pdfSdCpD5SVhHispEfWu98pbPM1l6URBpWNlC3tG5OzsNOlOJpqOO5hvteznHQkhh/+MgpM1Ldoqs6+VSefDKPpmike9POZywHZHwhX5l48QV9VnRlvk7vzEU2/Q5u+xcwNJLLz+bD6Y9wclOch7oynHLEUj505lrPWXuBoykahXSBfDpPIVVwTGLDdWGijVEi9ZEJJaRu2pfgvB8+jGG6ozXXv/F6Dm86HE3RSHWnqG2rnfPHznw67+5TVlK9WNystbSqcareT1NlpryfPFEzCv17++nZ3jPp96v2lwYsB2rZJ1PfXo8/7B9OaKxi0uJk6Mx08trfvdZZ9+35Lv0ZhUtPbOfr5x82yjPHxu75kUvmyCctIaPkFQLhAMGaIKGakCVkgj7koDynPbQWFE/+HP78acBka8vr+Y72QTbURri3K8NX33YEx62ceit4j7mD7SOVT+ddIkZTLA+pQDRAMGr5uYXrwlOKOH71Ty/yy0d2sa5JprNxuBpq0xWbUPMq3du6KaQLNK5qJNYcW3AXKoZukE/lSXQmKvaQKl6fKVYet3JC6Rle9dM0MGW9N5WnT9H7ycbQDBRNqTiNJkiCqzLDSUSVJcL1YUI1oTkzVbEksoQrNl7Br1/6NQAnHfVX/vzw6Vz32B6OW1nPeUcundDrKTmFdF+aVHeKQrqA5JMsARMLEW+NE4wF58zfvugwTXj4u3DffwJwX+wCHg/+M5GCyatI3PjhU4mHF5/VwULCNE3LtTttWdHYIsbQDERZJBgNEogFqGmuIRAN4A/7p1VYfPrcDdy1qZOtPXnWNR9Mp2H1sbnqyav43HGfY+mhS8klco69RNPqJsJ14QUjbkRJJFwbHrPpommaTlNNQzcs49KcQj6RJ92bnpLo8Qwtp4GJRmoyAxkyfZmK/hWjeVrYt4YVDSBQ5oA6nntBEqhprnFZx7u6sWoz66Jqe0dJsuRum17aRt1OaJ2lH3vxNNSFDVfx64cNIn6J2z92KmuaoqM+VytopHpSJLuS6KpOrDnmCJmFkn807zFNuPdL8Oj3ALg+8n66Wt7Boz1ZLjh1NZcc375gTiwLGUMzUAsqWl5DLVg5Z1pBc3LSBEFAzauOl1QwGrTuY8FZM8G8e3MHH7zuGQQgWjQN9fzlzyMK1gnXNE0y/Rn6dvVhGAaR+gg1TTUEYl6zVdOwmnz27epDV8uTlWNNMerb64fPjbrpWq5ZMrHu+970UwVms6Tb/lgn88W3vW3G+g83TZN8Os+ep/dUfDwQCRBtjiLJEoFIwJlXtTuVOk3Cipbtx6KNUQqZAlpBG1M8CYLgFj1BmdrWWnwh37T/8EudvA8p/JjHdgxy0JIYt334FEL+8vwaXdPp3dlLLpEjHA8Ta4kRjAXnxUFJUzS6tnYRjoepW1ZX7eHMLIYOf/oEPHstBgI3t3yTveGjeTqt8tWLjpjVpPC5ysC+Actlu7mmai70hm4MtyIoWBV/pQKmuHJHlEV8AWvq1hewcs8CsQCBSGBam7NNFNM0WfX5OwFY1foyvbVWFDjqi/KPS/7h3tewxE2yO0mmL4Pkk4g1xYg1x/BH/It6SlrXdPr39DOwd8A1u9F6cCs1LdN3nvVETQUWYp+afDrP7qeK2p8LlkKuW1pHsGZyJ+5iQWa30Lfbuts3VVFd68VKXfbLVtWXJDpXX/a9P+Sfci7Pvbvv5VP3W82zmvzNJLd/nt50gTcd3soPLj7K1Ush1Z2id1cvtW218ypp2jRNkt1Jul/txtANIg0Rlh22rNrDmjm0Avz+A/DSH8kHWvlz2ze4M9FIy/J6vvimjRXF6mJk26Pb0BXdEjZLaqhtqyUYnXrlly1Uivsl2ZU3pb2U7IscO5rr5JsN3TsCZmhbNRyjx8v2njTnfOcBwJ00/NgljxHxRSo+x9ANMgMZUt0p0n1pQrEQSk4hGAtat6Gps2oKtmqg5lX6dveRT+aJNERoXNk4rcdbT9RUYCGKGsMw2Pf8PnRFp2ZJDfHWeFV+TKZhOsLH0AwESRieK0/lndLB4oS/QGzoPhKY8Jf/bbe/jS0DWwC4rP2j/N9fl6PqJp85dz0fPXsdYFUwdW/rpnFVI77g/MnB0AoaHa90kEvknBOIP+Jn1XGryvY1DbNiuWewJjh/TAqVDPz2Utj+NxT83LziJ1zXHecTb9zIGw6b/Y6kc5mdT+wcLsMdyrsLxALULa0j1hRDlMRhL69K9g1FN0G0fqOaomHq7tOAIApOV9tKPZVsqwdfwDdvLhRG4tt3v8KP7t/OxrY0e+Nfd7aPp8Tb0A2SXUlSPSnyqbwrQiUH5GGhM3Rht9iEznTiiZoKLERRM18wdMNV0ZBP562GdCaWH01kWOjUtNSMeXVnmiaH/+ZwZ/0jK3/Et+6y3Ki/d/FRvPWItpn8c2YE0zRJdCTo3tZdNuUniALx1njZFbShWSaSrhbrfis0HqmrfKU5p8gNoF33duT9T5I1A/yz+inyy0/nf951JMvq5okom0FMw3RNEXe+2omSGbm3iCAJZQIFcDynXKaYQZ9LvBQLF1Gaut/UfCGdVznnuw/QlSy4ojV3XnAny2vG72pvmiZqXnWOb/lUfkyhYzfPs6fvqxXV0goagx2DpLpTiLLI0kOWzrk8Q0/UVGAuihrDMMj2Z/GH/fjD/moPZ1YxDAMlo7giOoVMAVESCcVD1om5PjJiB9zSMu/z49dy7WP7Afjc6zfw4TPnnlGdbZdQnDipFaxchHRPetTnNqxswBfwlXnDzKsqrb7t8Oy1MLgHwg1kX76XcGonCTPMe9XPccqZb+Tj56xDnk9/0zhwiZMikWLoBmpOtaIptglmUW7bRKpLRFmkblmd5TtVYp8xa2aj85DeXb08153h/b/fTMSfR1zzFeexqTbkcwmdVN4RO7bQKe1lJkpixYIMX8A3XJjhHy7MsKPik00zyCVyDO4fJNWbclXbtqxroXZp7ZT+9unGK+meJ+x/YT/ZwSxgdQKeb1MlU0EUReeKxcY+6af70iS7knS+2kk4bjXZijZGXeHbJZElXH361Xz2wc8C8IfEZYDl5n3V3Vs478ilVTO+1BSNQqpAIVewem0UCRjASZq08xAidREC4QCFbIHsQNapoHMQIL4kPr+/G89eB7d/DBAwMcE0CANJM8Qnw1fyhXedzzEr5m4ytDOto7kbmtmJsS6xUtIMzWX0N9RKwS5d1gqa0z/KH/S7WisU+32Jskjvzl4GDwy6TkCyX6ZlfQuRhognXCaImldJdaU465h2+P1mMkqQ4nT057qf48jmIyf9+oIg4A/58Yf8xJqtVy4WOtlklkKm4Hw/DN1AySqjd/oVcESPoVn72x5PLnPVCuuGMSSaFZ1kVxI1p1Z8C03VnLzIkXyb7HzKSt3wq/k99CI1o5DuTdO9rbvM60kQKntACYJ7PdoQHbW5kKZobH90u2ubIArULaujvr1+TifYzRa6ppPpy5DqTZHtz7Li2BX4Q+6I1kfv+ygP7LOS/V7b/CZ+/8BpAKxtjvK7D55E7QxGwEzTRCto7mm1VAFDN5zkaCeJciiBcqwSeNM0yQ5mSRxIkO5NW20BTJPlRy4nHJ+nUzJ92+EHx4LpjjyYJpiCQP5fniDcun7Gh2G3TSgWJkpecSIkdruESt1ZDd2wOnwXmQT6gj50VR8+eRQZCpa5oQ9F1aaSg9K7q5e+XX1WPg1Q315PQ3vD/IrWzRE0RaNnR49Vpt1cw19e7OSfr30aWdAIHfQfzn4zbZ9QqRhDLRQVYijlxRg2s+XfVKmTvSiLI0aXBUEY0QLINstsWNHgNd+bbexpgsmSG8yhFlSXALIPaqIoYhjloWXTMOnf08/g/kEaVzXOi1bdM4kkS9S01FDTUuOcVEr5wTk/cPrX3Nv9Z7560VH86N5GtnWnef+vn+K6958wLVYKpmmi5tQyAYOAk/xc01JDcE1wSuXsgiAQqYsQqYtg6AbpXitqNa9F7rPXYiJQ+okIAgiCSPjFG6D1K5N66XzSCuuXRlBcoqRoGqdUbDgXKkOlx2JkBJdjWax66a4dqQzXhmlZ31Im8D3GR7ovTderXdQtsxKsAc49ZAlvPGwJd27qRCaIhjUt9EzXMxzdcvSMjaU432m0k7xhGGVCZ2DfwIyNy/XeQ7+rYkbzbTJNE1MzMRh5+rS2rXa6hufCi9SMwuCBQbperZ73UzG+kI9gNOhSzI41vFhuFW8nAi4WsmqWE244wVm/6tif8blbBknlNV5/yBJ++O6jJ+wRZJomSkYhM5Ah3ZumkC4gyqIjYJyKhllqFjafSV9/OeGttyNWapMtiHDIBfC2X0zutfvSFFKFiiLEWV4gia/29EQg6jV/myimYXlGpfvTZAeztB7cWlYOv6s3w2u++wCaWSB20Jec7XPN7LIYV7VbSV5W8bqaU8klc9P2vqF4iFxi8q83U95PXqRmFKbasXc69aLtCj1egtEgUsAKdxcf2EsP9M760PJ8PVCGfWHuvPBO3vj7NwLwuafez3+/4zY+fP1W7n6xk8/e8jxXv/2IMYWNaZrkkjkyvdaUl+yTiTZFrVCpV5I5YXTD5FeP7mLN9j7OGHEvAWrbJ/0e0YYo0YbRu0kvFERJnNCJYLFj/55TXSlSPSkEQaB2aS0rjl5RccpuZWOES09cwa8e3QWmCIIVaXix90UOaTxklkc/PoojPePBNE2SXUl6tvdUnNIC6yLanqo1dGNaLHtKmakZCC9SMwp9e/ro3dE76fcLRAJW2XIVmGyUSJAEJEki1hJzVdpIvqGSYd/cNsJ8eP/DfOivH3LWv3XUnXz8pk3ohslFRy/jqrcdPqKwySVz9O7oRQpIhGus5OS5VtY4n9jWnebzt77AueYW3hJ4npa9vwQom4JCEOGjT0HDmlkfo8fCwzQtg9pUV4pkdxJDN4g1xahpqSEUD4154dafUTj6a/ciSBmi67/mbJ/L0ZrJoGs6fbv6GNg/UCZa1p661pnutjvcl9r0pLpTlv+TbYEwQSmx+sTVE5pN8CI104Av4CNUGyrzfLL/k4vXKxGssaYnynwvDMsgTFO1snnKkbDD6RhWCNowxlDPk9Qdpm6i6Rq5RI6BZOX5WiebvkjoFIsfyScRqYtURfycuvRUPn7Ux/nes5Z30L8/+0auecfdfOLm57n1mX3c+sw+tn7jDfiKrtLUvErP9h40RaNpddOoc8UeY6PpBj97eCc3PrSDz7YnOC15OzV7/wbLT0TY9wTDbq1D92/9gSdoPCaNqzVEtkC2P4uaV4k2RmlZ10KkfmLHovqIladk6u4+T1OthJprSLJE89pm4q1xurd2O1W4sl92RbGcpN+SyJad12XjGF8One8q3Rd7HI43sjRRvEjNNOCInBKxIwfkUasSkl1JOl7uKH9AgFhjzJnyGPF9S9Rz8brskwnEAtY2zV3ZYWgGuu6u6iit8gjVhqz97GZv6nDvjPGw/vT1VY3ofOS+j/DgvgcBkASJrx3+Zz5203PO48XCRslZJZSR+oVXEltIF+h4uYOW9S2zItY270/w7TteZL1P4ET/Ls7c8yV8Sjec+GE49xswsHO4T01tOxx1mSdoPMaFaQ51Lc9rFZt42o3tYk0xoo3RKVWEpQsah375HuTYJkLLrgegLdLGPW+7Z7r+nDmFaZqke9NkBjLEW+Jz8sLOa75XgbnWfC+fyrP76WHfJkmWqF1aS21b7Zyd9rDb8uuqW+zoynD7dcMw5oRP0ZtvezO7k9bn2x5qZ9fmj5FRrDnkszY08b/vPmbBegqZhknvrl4G9w9i6AbN65qpWzrxHjB23yC74sJZHro1rGogGA2Syqt85y+v8ur2bo5rCNPedT0XZSyDQM76f3D6Z61SJw+PUTB0wzLIzKkoOcW1rOU1/FE/hVQBX9BnJerHhh2+pzvf7WcP7eDrf37Z1WX4l6/7JccuOXZa38djfHiipgJzTdTYbfFziRyheIialolZsXuMjV3qDXB07dFctPKbfPaW5ykMRZzu+sRpHNxa/e/CdFLIFNi/eb/LYb22rbYsVGx7RZWWiWoFDdEnouU0EBj2ABpqFGi30/cFfAiSwF2bO7n5gW2cUB9if6bAW9M/5PjEn603esNVcMK/VONj8JhjuPqxDFl92AUQSk5Bzaloirvnii/owxeynL39IavreigemrGpi2Lyqs6ZV99PZuknnW0nt53MT177kxl/b49yPFFTgbkmajxmnlKPqCNqj+CTR3yPt/34H862Bz57Jisa5oFP0hiYhknf7j4G9g2UtdeX/TKheMgyHB3qjyT5JFf7dacte0kr9pHY3Zfhq7e/yEpDRxIFnuhP8Yv4j2jYdx8IEpz/IzjinTP293rMDcqaxylFDeMU3bXNMWgN+1GyCoIo4Av58Af9lngJWeLFF/Q53lTV5PrHd/O1x/8DX/w5Z9sNb7yBw5oOG/lJHjOCJ2oq4ImaxYlu6Bx57ZHO+qHxQzk1/jWuvsdy+a4N+/jxpcdw4uqGKo1wYjgh+qKbltdI9aRGfI7kl2g/qr0sCXAypPIq//u3bezb1cepLRH+tDfJiRtq+FDnF5F2PwRSAN7xa9jwhim9j0d1MM2hrssVppaLp50BlIziEisuitr5227fxQI6EAmMSzxXE1U3OPjb3yS09CZn25nLz+T7Z3+/iqOae9hu5em+NJIs0bSmadqnA73qp0VELpFDUzQiDZGqdzydi0iixPOXP88RvzkCgM2JzWT1T/PY53/LB37zFJv2J7j0Z4/zn+cdysXHL58TB1nTNFGyVkWHklUc8aIrunV1O3Ql6wv6CMVC+Jp9NKxsIJuw7BXUvOoqszQNc8rdZ3XD5HdP7mHTix20BSQKusFdCZWvX7iKlXdfDgeeBX8MLr4RVp02HR/DnENTNNK96TIfsrmKLVCchmxFzdhM3UTJKxXFy2jXurazd6gmRCAaIBKIVBQt87nvlY1PEpHNYTcoAYH7997Plv4tbKjfUL2BYU0zJ7uSjrGtY3Q7i6031JzKwIEBEh0JVxGJKIu0rGsZ5ZkzhxepGYV0b5qenT1uT6ch3ydEyraX+j+N5f00HShZhZ1P7ASs+eemNU1EG6Pz/mAyExim4Qgbm8ff9QyfvXUTf37BqkI778g2vnHBYURnMVHbsV9I5Z2bmlfxh/0EY0H8Ub8Vng/6xvSNstEKGsmuJIMdg44b9LpT1006SvPIlm4ef2YvbT6Ru/Yl2aeb/MebNnJmq4Jw7YXQuwVC9XDprbB05lrKV5tEZ4LOVzpBgJrmGuqW1c1KM7xSM02nY6yiu1y9K3WVHYlgTZB8Mo8oi9aJsKQtg6ttQ9Fjiy3v79tPXMV1L18LwHHhU3gy+wivW/k6/uuM/6rquEasnh3Cbr3hiJ6SZfs4U6kpq8saRHJbioBlAdS9vZtCunIftlA8xLIjllnnw2k6F3nTTxWYqKhJdCTo3NI56feL1EdQ8+qw71MFE8zRttUsqRkz8pLqTnHgpQOubaF4iKY1TYRq5l5ZXrUpzbEBeOrip/j5o3v5zl9eRTdMVjdG+MElR7OxbfqnKIsdenOpHIVUASWn4A/5rUqOIddyX3Dy3lGlKDmFdG+auqV1E756e2ZHD889dwCfrnP77gRb0gqffM16LjtpBb7BnfCb8yGxB2JtcPkfoKm6V68zTaonxYEXh35vQ212grEgdcvriDXGRv18K5lp2hVlLq8qdXTvKhtBFIanfQTG5dJc7Pxtn8iqnbcy1ykuNjg0+wU2h69EQOCP5/+RVfFVVRvXwL4Burd1T/r5/ogfJTOKG/g0UcnWxxfyTfiCwBM1FZhv3k/+sB9MKlu7D4kfJaeQHchWfH5NSw2NqxoXlQfUeLno9ot4deBVZ/2+C+9jd5/Mx298lo5EHp8k8PGz1/HBM9e4GvVNFNM0ySVyZPozzlSSXY7qCJgpmF/OFK/sHeDZZ/eRyyncunOQrSmFS05o5xPnrKMu4ofOTXDthZDphvrVcPkfp2R1MB8wDZN0X3pY1JQiYInTSKCi43elvJNANGBd7QrlRpsVXb5LbU6GrqIFafquiD2GufLxK7nxlRsB8CcupO/A8Zx+9K08m3uSt655K9849RtVG5uaVymkC8N5TkXTh45YVvUR7X7sZO1qEIwFaV7bPKF+OJ6oqcBERc1UlXAgFrBcnCeL3Xh1OhBwGlKNdCs2xLSnOhYyn3/o89yx4w5n/Sdn/YSDGo7l3259gXtfssTsxtYarnrb4Ry6ND7u17WFTKo7RXYwS7AmSCgeIlQTwh/2z+mTz/O7B3j++b1k0wVu251ga7LA245ZxsfPWceyurC1057H4Pp3QCEBLYfBZb+HaHN1Bz4GTqt3bbjNu92AUs2r42pMOR4vOEEUCNeGy401paJwfpHfmu0Obk9de8wd/vXv/8pf9/zVWf/Muj/x5dtf5IzVCZ4JfBNZkLnrortYEllSxVGOjt3l1+kppgwneyc6EhPyE5xOQjUhmtc1e5GaqTJRUdO/p5+eHT2Tfj/nKmweEm2Iomt62dXhaPfz8Wrx2peu5aonr3LW37vhvXzyhE9y+/MH+PLtLzKYVZFFgfecvJKPnbOOeGjkqJdtFJfuSyNKIrGmWNXsIiaCaZo8ur2PH9+/jWODEo92pXm8J8ubDmvlX1+7nrXNRWaR2/4KN10KWg6WnwiX/BZCtTM+vmLPmdJl+8q0WLC4Hh+KmtgXCHYOgSiJSH4JUzfdBq+SO5+gWIToms7+TfvLxugP+2le10ykbv63BliM2KdBQRB49MCj/Mu97t5Kj1/yOCIBTv323+lLFzj2qOt4Jb+ZKzZewWeO+0w1hjxlKk2HugR90bqmaORTeXRl5BytiRCKh1iyYYk1GzFOPFFTgQmLmr399O3qG9XfaTSijVGnAZrL92kMzygABEvNFtsfFN/PNHYS4USxRU6sOebKyi9OUJtrwmdTzyYuufMSZz0shXn44ocZzBp8+fbN3LnJyquqj/j59Lnreeexy5FLpqRyyRw923sIxoI0rGiYF1GugqZz56YOfvXILp7fl6DeL/Klo1vplWROP2YZ61rj7v+rzb+H3/8zGCqsfQ2841rwh12vWcn/ZaTvsH1vV3qZ+rB4sYWIqVvf9WIh4tyKRIdpmsMJjSWPFW+fqvDWFI3tj2531kVJpHF1I7WttXNevHqUU8gUSHWnSHQnuNe4lx+++sOyfZ5895MEZSui8NMHt3Plna9w7IrdbAn/iIgvwr1vu5eYP1b2vIWKaZjWuXF334jnIslv/d7s33BpTlgoHqL14NYZMbT0RM04MU0TTNz+TmMsj9X50jQrmGMOiR87AXHU5+km3du7SXYmK+4Xa45R21rr+oI5PlF6uetq8XqwJoiAUJawWJrIWCmBEawrnopfraIOtc69f7jCQvZbXWsnouCng0Qhwak3neradtPrbuKQJYdw/5ZuvnbHS2zvyQCwqjHCR85ay3lHtjn5Nr27eok1xWa82m062D+Y4/rHdvPbJ/fSN5QoGJBF3nXcct5/6krimkE+aZkD2vjSO1F6hnJJwo3QuNZy18Y6sWuFoU6wAmX5X6JkTa9UureT4k1MK0JSIl7mWvTPNExefdDKxapdWkvjysZ5IWA9rF4qhUzBijioOv3d/dzVfRc/6/tZxf2/fNKXedv6t7m2ZQoah3z5HnyCwcpDfkinvp9PH/Np3nPoe0Z9bzWvIgfkOfVdniq6qjtWLKW0bGihtrXWWS8+z9nnG3/YP6ELAU/UVGAhNt/rerWLwQODzrooi9S2Wf5Rs5EgXFpqamgGmqoRiAacOVwnac1eVoYT2yqJomAsiK7qrvboTrfRoN9yK5+hv+U9d7+HZ7qfcbZd0H4B/3nWf6LqBtc/tptr7tvKQNaah15eH+JDZ6zlgqOWznkPqXRB457Nnfzhuf08sq0X+wKrNR7kkuPbufiEdhpHMk99+H/gr1+2lo95D7zpuyDO7b93Jkl1p/BH/PNCwC5WTMN0BIx9S6fT/CP9D+5I3cEOZceIz/3iiV/kHRveMeLjK//dsgA5Ze1LvOD7Dc3hZu6+8G58UuXjrWma7Hx8J4ZuEKmPEKmPEK4Lz4s+R+OhkCnQva17uGBFgNUnrsYXmN7zjydqKrAQRU12MMuBFw8g+SwzzPiS+LzqI2HohkvkaIqGIAgYhuH2hcmrTqhT8knudupFgmc6OpTet/s+Pnn/J13bbnvLbaytX0umoHHdY7v56YM7nChHTVDm7ccu5+Lj2935J1Umr+o8ur2XPzx7gL+81EleHRaQJ69p4PKTVvCag1vKptIcTBP++hV45H+s9VM+Ca/5imdM6TGnMA2TQnZYwBRSBQaTgzydfZqHMw/zZO7JMV/jzOVn8tWTv0p9sH7MfXvTBY79+l+J+QziG64ioQ9y5alX8pY1b6k8vqHp1Ux/hkx/htxgDtM0CcaCROojGLoVtfBH/ATCgXkZ+TNNk9xgjlwiR6QxQjA6/b2bPFFTgYUoahYLpmmiK7pjfKfmVdey3WRMEAVWHb9qylGqpJLklBtPcW07pekU/vf1/4soiuQUnesf382v/7GLvf05Z5+NrTW8+YhW3nJ4G8vrw6UvO+N0JfP8/ZVu7nulm4e39pIrar62ujHC+Uct5bwj28b2ujJ0+POn4elfWuuv+Qqc+q8zN3APj1Gwq9TUwrAtiGEYbOvdxtN9T/NM9hmezj097teTBZl/PeZfeddB78IvTXyq+8t/3Myv/7GbNx/1DA/kb2ZD3QZuecst47qgMnSD7GDWafNQmrso+2UnEhiIBJzlmbxY1RSrWWemP0O4NkzDirlnGeOJmgrMRVGTT+UpZAqE68LTHq5bTOjasONvtDE6bUmbN71yE9943N2L4gtHf4GLD7sYAMMweWBrD9c/tpv7t/SgFSXOrWuOcvr6Jk5YVc/RK+pGnt6ZJJpusKUrxTN7Bnlm9wBP7x5gT7+7Z1FLTYA3HtbK+Ucu5fBl8fFFsTQFbvsXePH3gABv+R9r2snDYwawHeNtsWILFzWnsie5hxdTL7Ilu4UXCy+yT903qfc4YckJvOugd3HG8jPwiVM/zu7tz3LG1X9nSVRFWf51CmaBn772p5zUdtKEXsfQDFK9KZSMQiFbQMlYUelK+IK+MrFjF6LYNhV2/uR4ME2TbH+Wwc5B0r1pV/uQdadNvvv4TOGJmgrMNVGT6c+w7wXrRyoIArXLamlonx+VM4uJrJrl1JtORTXcB5vrzr2OI1qHbRcGMgp3v9jJHS8c4B/b+ygtDFhaG2J9S5R1LTHWNEWITlDEqrrBnv4sO3rS7OjNsK07TbakxFIQ4IhltZxzUDNnH9zMxtaaiU3HKVm4+XLYdi+IPrjwp3DohRMap4dHsXN36fSyruj0ZHrYkdvB1uRWdmR3sFPZOWnBUszS6FLOXXEur13xWg5tPHRGE3M/csMz/PmFDl5/9P08krubU5eeyo9e86Mpv66hGY7AKWQKzq1SOXWltiGiLA4XYPhll+BxejSpOqnuFJqiVRzDutPXzTkfQU/UVGDC3k99afp29ZV5Ozm+T6V+T0P3CIzL+6lzSyeJjoRrmyiLNLQ3ULu0ds4p5cXOc93Pcdldl5Vt//Xrfs3RS9x+R4NZhUe29fHwth6e3j3Aq13pGRlTNCBzVHstR7fXccyKOo5sr6VmslNvuUG44Z2w9zGQQ/DO62Dda6Z1vB7zE6cgoMit2y671woamVyGXald7ErvYk9uD3vze9mn7mO/uh9z2jqIWqysWckJrSdwUutJHLvkWOKB8TfGnE5e2DfIW3/wCIc2p9nT8A1MTO644A5W1KyYkffTVd0ROLbg0VV9xroCj9iXbMhmQ1d0El2JUZu4jrY9GAtO6ALeEzUVqJr3k+D2drLX86n8cClsCaIk0rSmiXhprxCPqnP9y9fzrSe+Vbb9mtOu4ezVZ1d8TiKr8kpnkq3dabZ1W5GWwihmg5UQBYGldSFWN0VY3RhhTVOU1U1RpOmYakt3W7YHXZsgEId33wztJ079decRpmmiGdqIVSwLhWL7BpdIUXVyhRz70vvYl9nHgdwBDuQP0FnopEPpoEvrQmd6mq+NRF2gjsObDnduhzQcMqd7wKz89z8jAMcdfhMvq89x6cGX8m/H/9usvX92IGtN2ymac9MVHa1gLc9kT7PJ9jKzWXbEsgk1q/RETQXmm/dTKb6gz6ruqWCEWbwuiiJyUKamZYJTDx7jxjRNfvT8j/jR8+Xh5vPaz+NLp30Jvzy7vXYmzeAe+M150L8DIk1w2W2w5LCxn7fAuP7l67nmmWt465q3csnBl7A6vrraQxoR0zCdNgp2N2VbpKTyKToyHXTluujKddGR77DEidJJp9JJ1qzsFTeTrK1dy/q69Wyo38CGug1sqN9AY6hx1scx3Zz9nfvZ0ZPh1FX7eT74faK+KPe9/T7CvtkvEqiE/f3QFCtXaXD/IIVUYVLNZEsJxUPkErmxdxyB9qPbJ2S67ImaCsw776cpYDuwCoIwYgO00ZqkBWuCBKNBz5NmHPxs08+45plrKj729ZO+zlvXvXXufoY9Wyyn7dQBiLdbTtsNa6o9qqqQVtJc9/J13PTKTfTl+zhl6SlcdvBlnNx28rT//znWD0VO3Zqq0Zvt5UD6AF25LjpznXTnu+nJ99CtdNOj9DCoD07rOCZDPBBnWXQZq+OrWV27mlXxVayOr2ZZbNm0JOHOJwzDZPUX7iQsw9KDv0endoD/d8L/410HvavaQxuV7GCWzi2dFb2f/CE/gZjVZ6y08WrxTOJURc3K41ZOqNeTJ2oqMBmbhJ7t89P7aarv7XxhBdxzo6Wt6kdoXx+uCyPJiyvh+bGOx/jAXz4w4uOfOfIzvPuwdyOLc6Tp1oFn4bqLINsHjRusCE18abVHVXUUXeGeXfdw7UvX8nL/y6yOr+bdB7+bN69+s3MF7kRKdINcLkdXqovubDc92R66c91057vpK/TRW+ilT+mjV+0lb0xf1Haq+EU/y2PLWR5bzrLYMtfy0ujSSZU5L1Z+9chOvvKnl3jz4Zt5QL2O1fHV/OG8P8zdC5khTMOkf8+Q3UGRDKhvr6dpdVP5/kNdgW2Rk+hMkOnNuDrRT4TVJ66eOzYJl19+OWeddRann346a9bM7lXdD3/4Q66++mo6Ozs54ogj+P73v8/xxx8/rudOVNT07e6jd2fvpMcarAmiZBTnyzCbTHXqa6rzpbJfxtCNsuSy0qSzkQwz53OSdEpJceXjV7ocwEs5tO5QPnDEBziz/UxEoQp/686H4MaLQUlB21Hw7lshMvd6U0w3doRkIDdAV7qL7kw33ZluOtOd9OZ66cn30FvotcSI2lft4Y5IbaCWJZEl1i28hNZoq+u+Mdy46KIm1SJd0Djxyvuo9yvklv8neTM/qfLuaqFkFbpe7SI7aE1Ltm5spaZ54tXB9nluRCueEpue+vb6CR3nZ1TUvP/97+fBBx9k27ZtLF26lDPOOIMzzzyTM844g3Xr1k305cbNb3/7Wy6//HJ+/OMfc8IJJ/A///M/3HLLLWzZsoXm5uYxnz9RUWPPUbu8nUwTDFzrZY+blgqONcccJVq83d537/N7R8xcD9YEaV7TTCg+POdov0apMaZjDFhkmin7ZULxUJmBYLHRoP2lq/RYIBpAkoZLAEfziSrdZhqmY3Wgq5WtEEYjWBNkxdEzU0Ew2+xP7+crj36FxzoeG3PfN7S/gfPWnceJbScizaQNwZa74OYrQC/AytPgXTdAsPotDkZC1VX68n30ZnvpyfRY99ke+nJ99OX66M330lfoo7/QT1af/XyRiSAgsCSyhNZI67AoKV4PLyEe8IoD5htf/dOL/PKRXbz+6L/xSO4vnLn8TL5/9verPaxxY5ommf4MhmYQa47Nye/frEw/7d+/nwcffJAHHniABx54gFdffZXW1lb27Zt6v4FKnHDCCRx33HH84Ac/4P+zd95xUpT3H/9M3d6vcHccx1EURBEUUREEjTGaWIMajb0lGtEoarDFHksETaKJmkQhscUWNdGfLSqIvQGigApSj3LH9ds67ffH7MzO7s7u7e3e3e7ePW9f506fZ5fdmc98n+/z/QDqzb2+vh6XXnoprrnmml73L7U6NU1fNalFj+JQFAX3CDf89f5BN3TsTxRZUYe1x38Yqf5QqaaYkiglpgUJFocFVeN6F6nlRlgM45HVj+DhLx/u034NrgZMHzEdEwITMNY7FmM9Y+G1evNrxKqngRcvBhQJ2PPHwEmLAa7wkuayIqM71o2uWBe6ol3ojHaiLdKG3aHdaA21oiUcFyGRVl2AlAsUVMNNB+vA3hV7Y7xvPKrsVai0V6LKFn+1V8HB5T6SgzD4KLICISLow6Jtbhsc/v75N9vcGsTse5biwNog1nhuAwUK//fT/8NI18h+OT4h9/t3QZ37Pp8PgUAAPp8PXq8XLMuisjK9L64/iMVi+Pzzz3Httdfqy2iaxhFHHIEPP/zQdJ9oNIpoNJFX0tVl7mZdLAKjA7qnkbPCCd9I35AwOUut5ktRFBiOGfZFBW2sDfOmzsO8qfMAAEEhiGe/eRZPrXsK24PbM+63uXszNndvBr4r7PwsaDCKDKZhJCSKRjT2FfDkAYUdtETxWDyotFWi2l5tKkCq7FXwW/0Z85s6Ih34y6q/4JlvnsEIxwjM338+ftjww5J8giUkYxQvWqXeaDAKISQk5Y74Rvr6TdRotiNf7HBgSsVkrBO+xLPfPosr9ifWIoNNXnfQ6667DkuXLsWKFSswceJEzJ49G9dccw0OPfRQ+Hy+/m4jAGD37t2QJAnV1dVJy6urq7Fu3TrTfe68807ccsstA9Ke/sDqtGL0tNHFbgahSDg4B87Z+xycs/c5+rKoFMV7Te/hw+0f4pOdn2Bj58Z+O58IGSIFqEMYBrbeSK7QFI2ANYAKWwUCtvhr6nz81cUNfFhckAQ8te4pPPTlQ5AVGZftdxlOn3g6LAxx5C4lFFlRh7JLMmKhGGKhmC5iYqFYknihWRoWuwW2ETbVXsCuWg0wfP8+ZE0d5cWKLR0IRGYCzJd4cf2LmDdl3pCve1Rq5NX9RNM0KisrccUVV+CnP/0p9thjj4FoWxLbt29HXV0dPvjgAxx8cCIB6ze/+Q2WLVuGjz/+OG0fs0hNfX19yXQ/EQh9RVEUNIeasaFzA77v+B6buzajI9qB9kg72qJt6Iio06JiXtQxF1iKBc/wsDAWWFgLPLwHHov65+bd+rRxuXHeyva/Q+9gEJNi+NnLP8P3nd9j7vi5uGTKJQjYhn7ydKkhy2qVYu1PiApp85plAGfldK8kTbxo/khG8TIYETZJVjD2uv/DCBsFbuzd6JDacM/se3DU6KMG/NzDgQHtflqxYgWWLVuGpUuXYtGiReB5Xk8WnjNnzoCInIqKCjAMg127kovh7dq1CyNGjDDdx2KxwGIhT1iEoQNFUah2VKPaUY0ZtTOybyyJwH8vA1Y+oc4fdRdw0MUD38gyhaVZHDf2OBxSdwj28A38g9pwQpZlSLF45WLNC0qQ1CrOkWThImWrtE2pIyutbis4Cweb16bWVRlE8ZIJhqZwzdETcNer63AsNxtLpRfw3DfPEVEzyPRLnZpVq1bhvvvuwxNPPKF+eaWBCW0feOCBmD59Ou6/X80ql2UZo0aNwrx58wYkUTjYFkTrZoP3UwbfJy0pNnW73ryfCIQBQ4gAz58PrHsZoBjg+AeAKT8vdqsIQwBtWLxxdKMmWLRCgknTscwjII2lJyiKAmth9T/OwqXNF1u49EZHKIYD73gLkyvD+MZ784D7QQ0nBjRSoygKVqxYgaVLl2Lp0qV477330NXVhcmTJ2P27Nl5N7o35s+fj7PPPhvTpk3D9OnT8Yc//AHBYBDnnnvugJxPjIoFVUwMtYcgRkTdvkAzusxkhJn66qv3DbsCdoR+INoN/Ot0YOMygOHVEU4Tjyl2qwglhqIoUCQFoiAmzCrjZSy00YmZlvUFmqF1ixeWU92iGS7uIG1hwVlV8cJwpS1YcsFr53HM5Fq8uGIbDhwxBasjK/D8t89j/rT5xW7asCEvUeP3+9HT04N9990Xs2fPxoUXXohZs2bB6/X2c/OS+dnPfoaWlhbceOON2LlzJ6ZMmYLXXnstLXm4vyg0iCWLMmLh/B1U27e1Q5GVZDNMo/gxzKd6QXFWDq5KV8IGwbAtYQgTagOeOAlo+hzgHMBpTwFjBu5Bg1BcFEVJL5FgUt4+0yuUvhfapBk6UTSTY8BZOdAsnSZYtBGP5VxIMx9OP2gUnv9iGyzdBwPcCjVheOo8UqV5kMhL1Dz++OOYNWtWUZJt582bh3nz5g3KuQa7CnAqsiyrBfskpc+DVXgHb1oN2SiINK8nM1NMu9cO3s4ne0YZfKL0bjZC6dC1A3jsRKBlLWDzqVWCR+5f7FYRsqBFS2KRGBQpUYJelhLiQxciWpHLlPl8Pea0Ct6clVOFiqHytyZI0paxTFrJBkIyU+u92KvGjTVNDfCN9aM92oa3tryFoxuPLnbThgV5iZqf/OQn/d2OkqTQSE3B6UoF7J5JcGgXUUjIGkaWBKnXrjdN5JiZZTr8DjWcHDfKNPsjF8d+pO171ZiyYzPgqlF9nKomFrtVQxq9LLyojtZJEyTGStupwsTwCqi/175cLyiaAs3S4G08OAun/g5N7EbMbEgYltEfTAj9D0VROOOgBlz3wmo9YfjZb58lomaQKP9KbwNIMUUJoF648o0WURj4C5YiKZAk8z72aE8UYiz7sGKjg7jRDJO1sLA6rQmzTJYGwzD6tB5hIhdllV1fqxGanl2Ar1F12vaNLnarShqtyrVm7aEltqYKjjSRkrJOI9cuHE2MMAwD1s7q33GKoUBThu87yyR//w3zJFpS+hw/pRbXvbAazTungPK+hE93fopNnZsw2jO62E0b8hBRkwVXhQu8lU/2d0r1cDLxfNKWe2u94KxcsjdUrj5SigJfnS/puLIsJx8n9XgG/yfWwsLusesjFVK9obL5Rimyono/sUy6V5RsMCszWaf5Sdk8NnOPqBSzM0VUkm4OAMDZOHTt7KX6M4XkCz+TeBq1OCyZjTJZekiJIWXLp9iwToSz5hwEgh+AO+3vgMu8xMFQwGiYZxQZkihBjIrm/mQm06kPC9m6cHQX+vgry7Np3z2apeGqcKVtmyTISXRy2OCwqLfWz3dasH/VZKyJrcRLG17Cr/f7dZFbNvQhoiYLvJ0vugeTPmScpkCj7wl3FKiSTdRLdXXV7esVgLWwev5AWjhfVMsGGNfLogwhIuhP3ZHuCGRRNo22GZ94zV55O2/6tEwzJSaINrwNPH02pIPfQGft8eii58K5RUZFY6zo31sN479xmmuvnL5MjGQQJpK5GEmCin/f2eTInyZEzJbrkRKaMt2XRAQJ+TLvsHF44J318EYOBOiV+M+G/2DelHkDa1ZLIKKGUDyM3U8DRVI+g8mrcToaikIWZUR6IvrNVVunkalLQHsiZ/hEMqXeTWYYgZaaf5T3DXPNS8Bz5wOyAFA0ABqKAnS3dKOntQc2rw2VjZWwurJX99UjgUo80iZmiMCluL2bvVIMhWhPNE3ApKK9fz35PD7NWlhIgqRP03YTAWImSuLHgZLuO0YgFIurfrQnHnhnPb7aNgaO0U40h5rx4Y4PMbNuZk77hzvD6m/ZY4PNbRv23nm5QkQNYUhjvGHmizEhNNPoFH0+IiMqRaFIhi69LMJAF3Zx0WN1WfUyALrg0V/UqB16dgGtQVD7/BFwpJfxV2QFobYQNrdtVof3W7i0rlJFTogZrXgkzdJQJMVUfKW9xkfB6Umn8XV2jz1NrKQKmAGLfBA9Qygxbjthb/z2xa9wJDcDH0bfwEvrX8pZ1ATbgmjbknCz5+08bG4bbB4brG6rGo1VoP9+CSpE1BAIvWCMKBUijlLRhYaUnNOkrgQU9X+GHQDly6eBTx4GKArY42goBxyP0Komk0arhqm+eh8sDkt6cUfKUBCSXBAJhIIJd4YhiRKcAae+7Lh9a3H7y2vQ2jwF8LyBt7e8jc5oJzwWT6/HC4wOwF3tRrgrjHBnGOGuMDp3dqJzZycANdfL5rEh3BEGZ+XA2dQ/3srr05yFG5ToZTQYReeOTnQ1dwEKUDupFnavfcDPawYRNQRCkTBaavSKogBv3w4sX6jOz7gU+OH1QFycaGKIoinYvDZUja0iFh0EwiAgRAS0bGhBsD2IyrGVSes8Ng5H7z0Cr34pY2xFA7YKm/Hqxldx6oRTez0uRVF6XqdnhCqCJFFCpCuiCx2tmzcajCIaNE901wWPlVNLABgET1dzl1o0kWP0wom5VnaWJRk9u3vQsb0jrfxHR1MHETWlSLAtiPZt7QlvJxOfp7R1huXl4P0kiRK2rdoGRVbgH+WHq8pFntxLDVkGXr0a+PTv6vwPbgRmzlejNYD+vbM4LageX91rHg2BQCgMRVYQ6ggh2BZEx/YOeEZ40Di9ESyffks9ZVo9Xly5HSOlGdiKzXhx/Ys5iRozGJaBw++Aw+8AAIQ6QnB0ORCLxCCEBfUvKiRFeIWIoDuZJ0EhY9kRhk0WOQzPAIoajWItLBQoiHRF1JpnJggRAcHWYNIgi8Gqj0RETRbEqIhgWzDv/UMdIQhhIS3knyqAMi33j/Kr3k8D2EUQag/phnI71u5A29Y2VI6p1H80hCIjCcCLFwOrnwVAAT9ZBBxwftIm/no/7B477L7iPBkRCMMBWZYR7giju6Ub3S3dUCQFzionGvZvyPrwetCYAOr9NmzaMQlMNYOvW7/Gd+3fYbxvfMFtsnvtaRERRVYgROMCJ6K+xsIxfVpL3ucsnLnYgfqwK4nmxVljod6tfyLdEWxbvc10nSZyaibWDEg0h4iaLBTs/STIEMLmX5pc6NjRoSvhJOFDG+YzGGJydg6ugKtXz6jU0SnRnii2fbkNdp8dlWN6Hz1DGEBiIeDZc4DvXgdoFjjxYWCfk9I2qxhdMfhtIwwptORxo29UmqeUKIHhmGHxfZMlGdGeKCLdaldPpDsClmcR6YrA4Xegenw1HAFHTobDNE3h5P3rce+b32LWqP2wMvopXlz/Iq4+4OoBaTtFU+BtPHhbelkHRVH/jYWIgGhPFLu/351RvAwU2uCKgUrsJ6ImCwVXFC4Ug97Q7Q1yhI/y6NjWkfepQ+0hbP58s9q/SlN6IUEznyizeVLfo0AincCTpwJbPgBYK3DKP4E9flTsVg1LOnd0onVLK9zVbnhrvaZdDKWANqrOrFyBcdSeLCXbOmhCJpfrHW/nh5yoURQFsWAsScBEg1G9a4bhGFhdVjgrnKjbpy4nIZPK3P1H4t43vwXdfQDAf4qXv38ZV+x/BVh6cL9LFEWp7ug8C5vbBm+tVxc6kiBBiqmvoiAmzUuChFBnqOAq+UYYZmCGqJfmr7NUKNQloYjeUf0lKDQLBDNzzGw4K5x67RK9RotmhmkUQSbraZaG1TmMI0TB3artwc4vAYsb+PnTQMOMYrdq2BLqVLuRWze1onVzK9xVbvhG+vo1imksG5AkTEx8o0ABsWAsTbzkaqnCWTN3OwBILkipmVrGl7HW8rxlSKKU1B0jRAT1xh1TC3UaE+2tLit8dT5Y3VZYXVb1Ya7A62md1wYA+HLbKDjGutAWacNHOz7KeXj3QGIUOsgh60AURLRuakVHU0dB56XZgalPVp7f0EGi2C7dBVHkIEmkOwIxmt37KRMsrxZhM7qCJ72aFLYzOo6zFlYdymi2falHkDq2qoKm9TvAXgGc+W+gZt9it2pYk1QcUgG6dnWha1cXbB4bfHU+OCocgIysHlG6OJEkUKAQDUbTqmXn+hBl89iyms2aeUUZC0Zq0ddMppcl/fvIQFoeiUG8xMKxNCsWDavLCne1WxcwFrtlQIdAt0eBQ+npWCG9hZe/f7kkRE1fYTkW1eOr4a31ovm7ZoQ6Qmnb1EysAe/gk38DKZXg84l45dS+ATnqEMHqtsI/yp/s7aSkFy9LWmfY1jfSB5Zne/WIyrTcX+9PXtaHV5ZnYffZs3pEKYqCzp2d6G7uNn3/nI2D3WcHRVNq4rCSCHGn+k+lekpZ3Va9y8y4Ls1ryrg+Ps3wDDg7l1TVVhREKBF1vreLf28X/aQuMxPhY3FYoChK1lyktO42wzZ5j3jb/Z3qtN21DXCPBM56CagYl9+xCL2SZtORwS8q2mM+VDbcGe7Vyd6MTJGSVM8oo59ZqkDx1HhMfc1KzsqjADTTUTEmQoypURUxKibNMzyDSFcka+RJ6z4yDm3WX/shCpMrn15/BA743f/Q3joZ8L6Ft7e8jZAQgp0rzwR/i8OCkfuORHdzN5o3NEOKJXJzbB4bOCtXlHYRUZMFs8zyoYaZyrZ5bfDX++HwO0ryAmkURbpIMgggrYsrTUSllvePb58qsCRR7Us2NRDNYCiqQdEU9jh0j76/qe0rgcfnAqHdQGC86rTtGdlvn9lQQ5GVtDwRU7+oDPMszyLYHuy3HAHGwoCzcIkIiYlA0UVHfFhrmvN8Cf7W+hPNXFfP3xAS/366UIlKSaKlty54m8cGMSqCt/O6SEkVLgMVEegrlS4LTt5/JF5cAYyqqEazuAvvbH0HPxnzk2I3LW8oioK72g1HwIHWza0ItgXhrnYXTdAARNQMeyzORFTBWemEv94Pm9tWxBb1jh5pycPgcyBIjbL1mU3vA0+dCkS71K6mM/4NOIZWMmZ/E+4KY+vKrTlvnyo0GI6BzW3LaHBpfA21h9R6VSkwHIOKxgp4ajxDXpCkYhSVxoRj7U9LNJUFOZF0KkhpIpLlWYixzN3UFEWB4RmwFlbP+2B4Rp9mbazaZVQmn/+J+9Xh2c+3oV4+EM34D175/pWyFjUaDMugamwVMLbYLSGiZtjjrnKDt/Jql08R1XU5Y6wv1Ge+fR145ixAjAANhwCnPQVYey+hPtzhbBwCDQFzw8t+dtpOy8egAP9IP/wN/pKJAuSD1r1jHLqdaVoXLYbomAZv53OqXWJEE5aMhYHNa1MFiiVdtJRrjk8mDmoMoNZjxa7mvYGK/+CD7R+gNdyKgC3dw42QH0TUEGB1D+ORRsVk9XPAC78EZBEY/yPglH8AXGlHyUoFzsKhonFwollGd2RnhROVYytNa4AMNlp3jhYNSRrGncGdPnV4N9B7DlpvMJwaSdGrz6b86WX44380R4OmSyPKOtjQNIXjp9bhoaUR7F0zFpuEDXh90+v4+cSfF7tpQwYiagiEYvDp34FXrgKgAPucDJzwIMCQSFkpYvPYUDG6Ajavrd9y7JKSlOPJsJIgZRwpkjSyyrAMAGiOhiyYj+7JtS0AkkZH6QnIXHxZlunBKH0/lDhxah0eXLoBvtg0bKI24JWNrxBR048QUZOFUHsI7U3t5h5PGZYZpx0BR8l7PxEGGUUBli8C3r5NnT/gAuDoe4Bh+uRaDtAMjcDoRPeAHiExJCHrhcqMwiPDiCqzIdy8g0cs2LcuHA1ZlNUReYZh22ZDubMN9R4Oicqlwh7VLkyqdWPLjomgaml82fIltnZtRb27vthNGxIQUZMFISKgZ3dP3vsHO4IQI2JG8UPRGYSRwftJr69iFFOE8kRRgDd/C3xwvzp/6NXAYdcnjCmLQDQYhSIpw6ILUi8xkGFklBARMg7rNooVs/pV+XThaGUEaJbWhxabDuHW8oRYOm3EFBEkxUWRFYS7wgi2BsFZOXjrvDntd+LUOtz+ShemNUzCN8JqvLLxFVy070UD29hhAhE1WegP76e+JtAZ6dzZmX4BzSKKjPO8nYcz4MzsGWXymmSyWepF6soNWQL++2tgxWPq/JG/A2bMK26bAL14ltVthb/eD2eFs+T+3Y3dNEnDs00iIGJUhCIpia4bw3bZbEYYjtGrZ2dCj4bw6cnIrIUFb+MzDuNOEiRMolgkoXxQFAViVEQsHFPNjluDCLYFIUsyOBsHb60352Mdt28tbn9lLayh/QFuNV75/hX8cvIvS+63V44QUZOFons/mZ1eK/IHBchyDVYUJWNRvVxwVjrTHMRNX2lzMWTz2tT+dvIjBcQo8PwFwNr/ABQNHPsnYL8zi90qlXivV6Qrgu1fbwdrYeGv98NT40mupNsH0iIiKcIi03KKphDpiSQJFUXKfZh80igcKjGMm2HVkX0ZR0jF/xQo6vYMA4qN15ExRkOICBk2yJKs+kEFI4j2RNW/eBVoreK5zWtDYHQAzoATvL1vieNV8cjo9zvGgxvFY1PXJqxpXYNJFZMG4u0MK4ioycYw9n6SYlJBIyK0qqlZ3cQzTNMsDYvToo6Q0ARTL8LKuKykbkDRHuDpM4Dv3wEYHpj7d2Cv44vdKgBqBCT1eyJGRTSvb0bLhhbwDh7uKjdAGSpJS4aihynTNEsn+ej0BkXFbS7iosLitECRFVWEWLiM4kPzB0tdDiS6dEikceigKAp2fbMLAOCudsPmtfXbv62iKKr/U09EFy7Rnmh6hJ1SRbPFb4HVaYWn1tMvw/m3Bxkcwk3Fl8LHeH3z60TU9ANE1GSh6JGaMkb77HR38T6427M8i84dnXmf2+61q2XTU3KUkrrgzObj23FWDgoSN3yta844TSHzMj3CEesB3roNaA9DqTwMmH01UL0vEM/TUqBkj8b1Yq1hth3DMmpuSKodhdHSQjLPC0lqgqIg2hNFS7BFHQ2jWUowdNI0x3GJ5SwNu8+eJjZ0IZK6rFSEJ6GkEWMiOneq14POnZ1gLSzc1W64q929DsRQZLXLSIgK6mtEfaVoShcxqd2ODMvA7rXD4rSofw4LeAff78PQV914JPa99Q2woX0B7mO8sekNXLHfFUmCLRqMgrfzRKD3ASJqssBZVO8jU48nw3Sm9a5KFzw1niRfqKQbUYpnVOq6wKhA0o0s643NuJ0MsJa495PxxiinbGviP6Udk3fw4Cxcdp+pLOusLisoijK3F+hlGrQa6Ulqb67nlxUwFtWwL1UUyJIMRcwuCqCoSZ/RYFQXHEaB1ufoXd2lQF18ejeA3U3qtCaC4tMaFqcFQthckCXlUGUSarTquJvqb5XkjG6Ybt/ejp6W9GR4q8uKynGVsHuGtk0IofRhueTblBgV0balDW1b2sA7eF3YWF1W1RtKEzERMWO1YqvbikhXBLydTxYwTov6+xkEEeGxczhq0gis2qSAb7CgqacJX7d+jb0r9gagXq+2rNgCzsqhYnQFHIHStK0pNYioyYKrygVXlavYzSAMIpqA6e3ioYtMLdpimKa6NoN6/CSgfSPgrALO+DeoEaUZVg62BVVRFRdrnJVD1bgqcgElDDqKouhD40UhbmAZr9+jebmlEgvG9KHwmXIIteKAnJVTXy0ceIcqZvLNG+svjt23Fq99vROzuKlYGfsIr296XRc1NEOjcXoj2ra2Yfua7eDtPAINATj8jqK3u5QhooZAMJDrjTypy8lI81rVabtnJ+BtUJ22/Y3939B+gmIoQFELr1U0VsBb4yXdQsMA48gxiqb63SJFr92jWS3Ep43+UDRLIxaM6QKmt9FnveEIOFQ3bgsH1qqKF9bClrQAOHxCFew8Azq4L8B9hDc2vYH5+8/Xr0Msz6JqbBX89X60b2vHrm93QYECm8sGZ8AJR8BB7G1SIKKGQOgvtn0GPHESEG4HKicCZ74AuGuK3aqsuKvcoBkanpr+SXwkDDzG0WWa5UGaTUIWywRZlJPyBT01HozYc0Sf2yFEBLRubjUVLrkki2er7UPRlBphiXtBxYIxNU8uBc7GYcSEEWXbTWrjGfxgYjU+Xy/C0mDB9uB2fLX7K+xTuU/SdizPonJMJXwjfWjf1o6e1h7s+m4X8J3aZe0MOGF1qSOqLE4LWMvgdKGVIkTUEAj9wfdLgad+DghBoG5/4PTnALu/2K3qFd7Ow18G7RwqaIIkqY6O0eHaxAohyTIhPm+EYqisNXh6w2hO2df9+pLQT7N0wgOKZWBxWmD32VXhYhAwLMemWS80r29Oc0r3j/LrpqblzLGTa/DfVdsxm98PX0Q/xOubXk8TNRqauKkcUwkhLKCntQc9rT1o3dIKmzshEmmWhsWRyBOyOqxqsvMAfVayJKO7pRvBtiB4m9pNVqyILxE1BEKhrP0v8Nx5gBQDGmcDpz4JWJzFbhWhH0nyajKzP5BlCGEhfb2JXYIZFqcF0Z5ofm2LCxqKoZIqDqfZJKTYI+ivXH4ROpZnYffadZNKzTfKKFx0E8sC3baNXSwWhwUjJozQIxPlzuw9K+GysOBCUwDmQ7yx+Q1cOe3KXj8vzsbBN9IH30gfJFFCZ1OnXl9HFmWEO8NpkTDezicJnWBHUB3FGO+q0/5yqVKtKArCnWF07exCV0tXkrC2++z95pPWV4ioyUKoI4SO7R0ZPZ+Mw3jN/J/yKcpEKDNWPgm8dAmgyMCEY4CTHgVY4vdVKqQaR2aqRqzICmLhWPo2RjGSJRhi9VgR6Yz0uX1avR2WZ6E4FFMbhCSrhAzLQGHQna8ZjkH9lMHxK3IEHLA12+AIOOCv95d03pciK31qn4VlcOSkEVi5XoJlpBU7gjuwevdqTK6cnPMxGJaBv8EPf4Nf/S6HYmrtnXjdnWiPOnQ9FoohFor1WpiVoqk0ocPwDMSoCIZRq293tXRBipnnQUmCBEVJr4M1GBBRk4VYuPd//GwE2zN7P+WyzD/KD4Zhsm5LKCIfPQi8do06PeV0tVIw07eflKIoaN/WDrvPDqtzaDx59gcZoyKZREm8EKBZtCQXaJZO69ZJw1ClONUmgbNw4K182nKtorGZdQIpEJg7vI3HqP1GFbsZpkiCWqg01BFCqCMEiqLQsH9Dn45xzL41eP6LbZjD74fPox/g9U2v90nUGKFoSo/GGBGjIqLBqF5oUIyJCHeY5zRpIj8Wzs/mZ/vX2wEK6a7uXGLeXeUekId+ImqyUWDtvUK9n7qbu7Mn3GUROxaHBQ6/I7OTOG2+XFvH8ixYnnw9TFEUYOmdwLK71fmDLgGOvD0vp+1YKIaWDS0A1JBtoCEAm6f/KqYOJrIsQxbMxUcutgkMzyDcHlaX51H40uKwqPWF4mieTBmtEYw+TNooMBPBYiwWWI7/LoT+QfN+0oxPNRGjdRtSNAWb26bXB+vLd2XmuAoAgD0yFaA+0LugaKr/om9axMXhdwBQxVjXri69MKH+FxNzrgqeFQV6rhhMtJPNYyOiZrApekXh3k5v9IFKgWZpNK9vzvvUDr9Dr7yZJoyMhd8yCCWb15aIMtEZxFOGdSUdhZJlNTrzycPq/GE3AIdelbfTtvF9htpDCLWHYHVZ1XoU/VwrRi80KBkqDUuGisMpCaxGG4QkASInixEtqsLyrOkIlWzv3VhpmLWwYK1ZRAixSSAMAnqUIt5VEw1G9WlFVsBaWP3aaHPbUDG6AjavDVa3Ne8uQC7+/d28azT4EVbsDO7E6t2rsW/lvv351pJgOAa+kb605YqiQBblNLET6Y6oda366/wDNNqSiJpsFOr9VOABCvJ+Sq2f0kdkSU566u0rPbt7+nSDM8JwDDgbl1XsZFpHURQYK6OaEmo3NaNIMlocGHOiDLYHDMeY94lLIvD2bcC3bwD2RmDWVcDkk4GUaJy+b0rF6SQRqiSe/FKJdEfQ9FWT6ofkUodr5lqRmeVZRINRXaRogiUXawQg4dllfC/GSIUuIngaHM2lWSAoikJsEghpyJKcqIpdAiiK+pvQxEosGBcwoaha0dsErVuHt/Pw1noLEjFmHLZnJZZ904ID6qZijaSOghpIUZMJiqL0BG+YjHeQJRm7N+5OG43WV/JNUO8NImqyUHCkppiBniJfOwoSdJTqGp0vWgn0vPd3WRHpzrC/91xg+rnqdBTAp5vSNqEoql+ifLIkI9wRRqQrktUAVDfyjFsfaI7UpjYJTGI7PaJhWAcgyd+JRDsIhRINRrH5i82gaRruEW54a7wDNoAiU5RB61bRllucloz5JAzHgLfzqgWDXRUxvJ0f8Novfz1rGsZf/ypq5P2wBh/i7S1v4+ppV5fcb5BmaFSNq4KryoVd3+xKe/i1e+2o2asGkiAlyhXE6xcZ54moKQIUTYFhmbSn61zv1za3DTaPLaPHU28+UoGGgKlPUS7+UyzPwr6n3Xx7Of04qessTovq/ZTBdyqrn5UMWNwW9cfYm++VSVsoUOAdfJ+8tozLWI4FNTJxbgDJlgZI/ndM2kZRw8tJ/8ZCGPj4IWD3twDDAQdcANRkTuJL7f7INnJOkiRsXbHV9Lvnq/chUB8AzZZ3HQ7C8CYWjOldm+1b29G+tR12rx2eGg+clc5eox2KrNonGCsPa6NrxFi6cMklIklBFf+8QxUsRvEyUDfb3uAYGj/drw6bt7Dgqng09TThm/ZvMME/oSjt6Q2b24aG/RvQtrUNrZta9esoZ+eKmpNJRE0WfHU++OrS+xyBDN0KKX5ADMeUfWGoYU+wFXjiVGD7CoB3AT//FzB6Zr8dPm10DgV4a70INARIojZhSGAmErQkW/pbGqyVhSzJcPqdCf8nIeH7ZDYqLZeCgwzPqMOSeTZpaDJrYcHb+JK0Fzh67xr8akUTDh65L1ZEP8VbW94qWVEDqA9fgYYAXJUu7N64G5IgwT+yuMU8yVUzTzJ6/xCGDp1NwGMnqBEaewA443mgdmq/nsKYY+CudqOisaIkL7aE0kSLgg7mw5N2ziQ7BrMuhvgyIZo5t04rFgcAHds7+tAItZuD4RndpDJJvMSd6suNWeMrwHMM/OK+AFRRc8mUS4rdrF7h7TxqJ9UWuxkAiKghEMxp3QD883igcyvgrgPOfBGo3KPfT0NRFGon1YK38Wl1JQhDG6NlghgVk20RjHYJhlczGwWGZTBu5ri8zi+EBV2c6IJE7P0VSi+5Z3lA0WopCoZXk1RZjjWdHsoRcCvH4LAJVWhukUF7aXzX/h22dm1FvXtwihwOBYioIRBS2fEl8PhPgWAL4B8LnPUi4B24wl+uSteAHZvQ/5hVKda6S0wtFDItM3Q9ptbY6QuSlGf1VgXY+MnGvM4JZB5IQVFUUrE1mqURbDUfCsxwDCoaK+Cp8ZRcQmyxOGrvEbj66Z3Yp2ovrI19hbe2vIVz9j6n2M0qG4ioIRCMbP4QePJnQLQTGLEPcMa/AWdVsVtF6AeM7tZmVYmFiIl3k1lFY5Mcj2yO07mQ2lWiD583ViVOqUhMs7Ruq5DvOSmayphYa6wEm+onxbCMGjkxqRhrViNo/fvr1SJsBry1XlQ0VhQtMbdUOWzPKsgUhVplKtaCiJq+QkRNFkIdIXTt7DK1Jsg0b1xGvJ/KjO/+Bzx9BiCGgVEHA6f9C7B5i92qYU2akWRqdeIU8SFEk4VJqojJRE42CRnQfvtpoiOLRULqMgpqIUJt+8HKB6mZUKMKqBTB0t/D+Rme0UWN1WVF9fhqWN3EFsQMh4XFoXtUoq11AuAGVrWswu7wblTYKordtLKAiJosxMIxdO7szHt/U+8nILO9QYo5pn+UX3dLzSqqSrkCb7nw1fPAv38JyAIw7ofAKf8E+N5dZiVBwsZPNsLitJS1xUF/olUrztUeQfujaArR7mja8lxLKPAOXk86zQRFJSIgSQUBWRqQoVcrZhgmswhJmS/HhFQNV9XgdH366/1o39YOb40XnlrS1dQbR+89Are80ILGwDhsFNbj7S1v45Q9Tyl2s8oCImqyUWTvp57dPX3z4DCIHKvTmrjBZhJRqeuQWGZxWIZPlOmzxcDLVwBQgEk/BU58GGBze+/aKA/d4sBtRWBU/1scDBSpdgm6d1MGUWKMmhhtE2RJBs3QiPZE8/aNsXlsSYmnNEOD5dhkAWFSmVhfF/+8Te0VhoAAKWc8IzzwjPAUuxllww8mVGO+sAqN1FRsBBE1fYGImiyUvPeTyfZamyVRQtuWtrxPbfPa1Eq2OQggs1e7z55zl11apIqmYHVZE9sAaVYGqfN5C4j37gP+d7M6vf+5wE8WAXTuffypN8lIl2pxwDt4BEYF4KpyZW1bWmHCuCDQxYbRBkE2eDbJ6csVRQEo1Y3XaI2Q5PGU8pr6HUu1SciGLjLohHCwOC292iNktE0ABdDpxQsJhOGEIivw2NWyDsGOvQA78PHOj9Ed64aLJ4MKeqNsRM3vfvc7vPLKK1i5ciV4nkdHR8fAn3QYez/p1X7zfA+am20+MByTllSYMxRg99ghCumeSupq7XNRgJ5dQHAcMO1xwFEJuEYAX2yFxWGBGBP1zdIqEWvLDSIklVgwhh1rd2DH2h1geAYUqEQ1ZWNV6RRy6ULJhs0TF6NMukUCy7GgLAZ7BIMg0RJTNVGpCxWjAKET00R0EAj9jxgTsWXFFozcZyQAYNUuF0aMq8NOqQnvbnsXPxnzkyK3sPQpG1ETi8Vw8skn4+CDD8YjjzwyKOck3k9FopC2x8VCTsKA8gFOQ8XoHnVIrZbbYRYVSo0W5QJv41VH2rhgyOR4niosdE8mo8eTcTmdvhxAv5rsEQiEwUGWZWz/ars+wGT5bw7DrN+/g+nsftgpNWHZtmVE1ORA2YiaW265BQCwZMmS4jakD2g3M6OFApDZt0hbp80HRgXSPKd6c33WXjkrh8oxlVm3yeihBAUWh0WtbJvDuczeh8VlAU3T6R5LGd5rakTE4rRkjZKkzhu3o2kaDJ+hC0mMAa9cAax7BQAFHHUHsO9pSQKWZumchYEkSFj//vq05RaHBRVjKuDwl0duDYFAKB7RYBRtW9rAcAwqx1YCAOr9duw70oNY1wTA8l+81/QeRFkES5fNbbsoDOlPJxqNIhpNFLTq6urq0/7eGi9cla6MgkS7mSbNG27YVpeV+PeUErEQ8PyZwPr/ATQHzP0bMOnEgg6ZKlg4G4fKxko4K51EzBAIhKxIooTWTa1ob2qHu8qNmkk1SdeNIyZW46n3e+AY7UJ3rBsrm1di2ohpRWxx6TOk77h33nmnHuHJB63gFGEIEO5Qi+pt/Qjg7MDPHgPGHVHwYbUaHzRNo6KxAu5qNxlhQyAQMqIoCqI9UXQ3d6NzZydYC4tRU0bB5rGlbfvDSdVY9Oa3OIDaB+uUD/DutneJqOmFooqaa665BnfffXfWbdauXYsJE/JzKb322msxf/58fb6rqwv19cRDY9jR0ww89lNg12rA6gF+/iww6sB+OTRFUxhz4BgyXHiYk1YkMFNF4gy2CVXjq/QRf4ShSTSoCpmu5i4IYQEsz6JyXCXcVe6MUd09q10Y6bPBI+wNMKqomT9tvum2BJWiiporr7wS55xzTtZtxowZk/fxLRYLLBZiEjisad+sOm23fQ84qoAzXwBG7N2vpyBl3ssfWZJVU8ks1gjZ1nE2DqH2UN7nl2J5jvYjlByKokCMigh3hRHpiiDcFQbN0Ai1h8CwDJyVTrj3dOdUqJOiKPxwr2q893UQdA2NDZ0bsLV7K+pd5OE8E0UVNZWVlaisrCxmEwhDmeZ1wGMnAt3bAc8o1ZgyMLbYrSL0E6leTkJU6FV8pFU1ji+jWTr/MgJAzrlzptWJWRo0R7q5yxVZlBHpVsWL9moUqRRFwVnhRN0+dXD4HH2O6P5wYjWWvL8J+zVMwLexNXh327s4feLp/f02hgxlk1OzZcsWtLW1YcuWLZAkCStXrgQAjBs3Dk6nc0DOGe4Mo6u5KzGM18TKAMhgcwDA4XcMn6q8pUbTF8Djc4FwG1Cxpypo3LVpmymKgu7mblhdVvJvNQj05uMkxIQksZHxT5TTagTxdj7vCt5mvlAUReVkk6BNu6pdaet076d4vR+SPF5+aJEXISwgFolBCAsQwgJolkakK5Lmrs5ZOdir7LC5bbC6rWpBygLKLBzQ6IfLyqpdUCCipjfKRtTceOON+Mc//qHPT506FQDwzjvvYM6cOQNyzmgwio6mjrz3d/gdECJCuj9TDlV2ASDQEEgUOTMRTRl9o1LOMezYuBx46lQg1gPU7gec/hzgCJhuGu4MY8faHQBUH5zAqIA6nJyQ7mptYp1gtEpQFAVCWDD1ddKWZav9lJfTNZWIfrA8C0VRMguPLMsohgKUZIsFkiM1fJBlGWJERCysihbtVYioAsbse2t1WyFEBNi9dljdVl3E9PeIV46hcdiEKmzcMR7wA5/u/BQhIQQ717s33XCkbETNkiVLyqpGDaDWMCnE+ynYFszbR8fisKjZ9MaCcX2INFkcFvAOPm2dcXt9upRY93/As+cAUhQYPQs47SnAkrm0uPHz7W7uRndzN5wBJ/wNftjc6aMRSgW9OrGUbJ+gWSPoXk4Gv6bUV7NlFEVBiAj6sr7A8myiEnMKmpGkqT1CfBlrYWF1WnVTSTN7hVRRQoQHIROKokASJIgxEVJUfRVjIsSoqE/TDI1YKAYxav69NcJwDDgbB97Gg7NxsLqsg1aH6oiJ1Zj/5XbUV1ajRdqFz3Z9hkNHHjrg5y1HykbUFIOy835K2lVBx/aOvPfv81NzSrTJUeEA5MQ6bXnS9hm8nGiaBu/g0/fJcF6dzR+A+uRRUK59wNZNBo64BYhxQDSSsHswfKYKlLTQMQD0tPagp7VH7ZJy8PBUe9TzGIr8ZStiSNFUYrmcsEbI5ZVmaEgxydTjKXXejLyiHYBezZizcmq3Cc/o1ghmYkTbPtVGAYC5cCHig1Agmkgx/imK2lWpiRUpZhAvMbHXayhn5ZIEDWflwNk4cNaEeOFsHHgrX9TyHrP3rIQgA9XKBLRgFz7e8TERNRkgoiYbw9n7qa8YCw9CQaQrAiGcn/cTzdGQhfQch95pBCb9DlahCRGuDli1I6/za0S6I4h0R9C1s29FGymGgiLl92+n5YWYWSKwLJuwR2DS7RJomgbDMXD4HUnCI9Or7uFEfJwIg4gWYZREVZhAAURBTBMsSX8xCZKYnsjdVxFPURRYCwuGZ8DyLOw+uyperKqQKVXx7baqBpeh7jGAYxk+3vFxkVtUuhBRM5AMZ++nAt57UgQnj2PRFePAxbtB0o6lpxypy2VJ7lV8WZwWWJ3W5BymLK7lDMck/JoMr6CRvjx1m3iOCBEZhFLGKEy0xG1NpKRNC6ogMU7rliZ5P8Ak2gGokUbWwoLlE3+MhUnMx9fRbHn/tr7fVQ+MAb5p/wat4VYEbOa5gsMZImqyUGj3E82oT85p3RZIdFtkw1vrTfNFMvVSMlnH2Tn4RvriG5qfN9v+vJNH1biqNFdqfVrzWjLub1hmcRsy/vXdDO85k69THIsjh2RdWQZevw74+EH1GHOuBQ79DUDlHnkId4Wx5YstacvtPjsqGitKOq+GQMgXRVGSxIjxNddlGhaHxbQbNxeyCRqKosDwDBgu/Y/lWPXVwoJ38MPiQeDNKw7FD+97F+PoeuySt+LTnZ/iqMajit2skoOImiw4A07V1BEZxEAvQsFV6QJvyz5M2Ew0aMcgRd2yIInAfy4FVj2pzh91F6iDLu7zYVIvhDaPDRWNFbB7ycgCQmliFCSyFI+KxBIRE1mUIUkJMaJtk1rNWCPfPCyNXLtsGI4BzarD3PVpjgFn5dLECsMxZAh8CuOrXRhT4YA9tgfAElGTCSJqssDb+QGvXZI0BLvofUZlghABnj8fWPcyQDHA8X8GppyW16FYixqS1owo7T47uZASBgTdSsGkQKAkSBAFMa1LJ/VVkqS0fC2aoU3r7PSlXbmiiRLNF49hGPB2HnavXRcpDMuA5uLiJT49HCIpg8GcPavw+ne1QABY27a22M0pSYioIZQX0W7gXz8HNr4LMBbg5MXAhJ/kfTiWZzHukHHkgpsH0WBUFYQWrthNGVBMxUhqhWJZzc3qzespEwV14eQoaCiGAsMkBIlWHJC1srC5bUmCJUm4aNNEmBSdwydUYfEn1XAGgG/bv4Uoi2Bpchs3Qj4NQvkQalOrBG//AuCdag2axsKHNZILdd8RIgI2fboJAOCqdMFX7yu5/KPU6sWm1gladeJ44cBMNgu9MWBdOBQSVYnNqhvHoyWgkSZYdEESnybf89JEjKojv3Ip+nlAow82qhIcrIhKEWzs3IjxvvGD0MrygYgaQnnQtV31cWpZB9h8wOnPAyP3L3arhi3GG313Sze6W7phdVvhH+mHs8KZ99BYUyFiYqdgtg0UIBaKJRUWzBWapZOSX/vcbq0LJz56jWEZvV6P0Sohk+2CPiw/RbAUUl6fUJooioJYKIae3Wo9rEhXBDaPDaOmjup1XwvL4JBxVfgyVgOB24gNHRuIqEmBiJoshLvC6G7pTh6yC6TbEWSotuvwO3pNFCbkQOsG1Wm7YwvgqgHOfBGomlDsVg1raCb9ZhvpimD7mu168qdWAySrQDH8cdbCnK55Bw8hklttJGOtHppRDSUVScnu75RlXh/iT2r+EAxIgoRIdwTRnigiPapPlCIrehkJm8eGyrGVcAZy9y88fEIVPvjYBZoDmkPNA9X0soWImixEe6Jo39qe9/4Ov0OtVplaUTcHUUSBgr/Br14ke7EoMB5Lm9fM+MqenV+pEZpgM+BrBM56CfA1FLtVZYlelVgyvGq+TZqtgpBIRk0TInJy10wmtIJpke5In9pn5pmTZK+QzTrBULVYr2icyfeJJhWOCf2LZnqpi5du9dXMfsFd7UagIQCH35GXT9ScPStx8/sO8AC2txFRkwoRNQOIJEh5J/8BQLC9AO8npwW8nc8onkzFlGG51WUFZ+OSR2VlsDtQX5KL3LE8W/iNY+snwBMnAZFOoHpv4Ix/A67qwo5ZAhgtFDQjSN3+IL5O93Ay2iNIyVYJumeTYT3DM/rToFGMKJKS0ygX1spCjPTug5MLFE3B7rObdr+YWSloYp/YKxBKFVmUIQqq/YJRvER7omp15BRolobVqTp1W13W9OtyHtR4bPA5WAQBdHTkf38ZqhBRk4Wy9n5SFHQ3d+e9f6GJjzaPLf1HTqXOposjQO3a4MUWYMO7wKhLAGcVMPZwoEkBsNPUx8kIa2H1i0a2WkKZ1rNWFoqoJEwjU3ycjF5PZutohk7zaUoTLhngHTxiwfxNUG0eGyJdyRESrXslyceJTvZs0pZp4iKjv5NBbGz4cEPavwFFUfCO9CIwKkDqLBHKCkVRIMUkCFEBYkSEEFVduo3Tsqh2k5p1c7I8myRerE4rWCs7IN2RFW4RwSjAC+QWngr5RLJRbO+nAvYvds0bMSbm7/1EiQgrTmDEsYmFLREAuXVnWN3WtBt7Xyh0f7O6IZoVgjYKxejtZJxneRYWhyXJ1ynJo4mmkkRI6jK9u8aw30BBM8nJta5KFyrGVJA8MoKOLMpo+qoJYlSEq8oFT41HL2g6GGiGl5pbtxhTTS8pmlKvUQbRIkbEnB5kRUEEZ+N04WJ1WmFxWfLqSsqXMKVWQR/DNSASEWAdxM+01CGiZiApNNBT5EBR0Yh0gIUMsDbA5gVS/ZsMmD0FsRYWDr8jPf/ILBfJZD1n5eCqdCUER6rPEw3T5do6hmGSREdSDtUQgrWwiIkxWF1WVI6rhN1DqjATkgl3hRHqUJO/Wze3onVzK5wBJ7y1Xtj9fS90qciKXh1Zc+3WhIr+KiTPmwkVq8vaa84Xzaqu9ZyFA2tlk6atLmvRftMrm1eiOdIERaER7KnBH//zFRacMrUobSlFiKjJQrG7n+w+u3k3CZDZiym+DWfj4K52m/srmcynbmd1WVHRWGHu22R2rBRfJ6vbmjRCJutnqa369O/Au/cAUMDu/RPgh38AaNKFUarUTaqDEBFIFWZCRsy+Fz2t6lBm1srCVelSCwBa1Bw8LclcFhKmmMY/LQJqcVoQ7ck/n4RiVANMM8GiTZfiQAtJlvDnlX8GAAid+2ENS2OsK7+I+FCFiJos2Nw2BBoCmfMygIzmjgDgqfUkQvFZtst0/FIrZjZgKArw1q3Ae/eq8zMuA354K0BulCXNYNiIEEoTRYknoItKktGl0aVbFmXEQpnzw8SImPfo0mwDKLRuXIZTXboZnkmb52xc2VXCVhQFd3x8Bz7a8RFYmsVoy/H4YlcIJzX6it20koKImizYPDbYPMNEWBQLWQb+7yrgs0fU+R/cBMyaX9w2EQhDHEVWVNNLId0AM8mZO8tyq6uw3LO+YnTp1rqIzQTLULRz6Ix2YuFnC/Hi+hdBgcKds+7EFN8cHHTnW9jaE0VLaw8q+1DrZihDRA2heEgC8MJFwFfPAaCAY+4Fpp1X7FYRhiGyJEOMir3bKmSY91R7EBgdGJy2yonzijFRjZZIKS7cRkFiskyRlcK7cPpRODAWBu4qty5Qkv7i3lNDTajkgqIo+O/3/8WizxahLdIGAPjtwb/FUaNVd+49q11oj8lYs2E3ZhNRA4CIGkKxiIWAZ88GvnsDoFngxIeBfU4qdqsKQpIkCALp3x4sFEVJKgooxsSkgoLazTupwKBmqSAjaTuGY0zrjORKKByCI+Lo836R7giEsKAWPNRMM1PamloI0QhFU/nVsqIBURYh0/lbQ0iUBNpKJzl2sxwLjuOSXLp3rNth2kaLw4Kq8VWwe0mCeSrtkXa8uvFVvLj+Rd2Ne4xnDG446AYcMOIAfbtZ4yuwckMLxrflX4l7qEFEDWHwiXQCT54KbPkAYK3AKY8BexxZlKZo9WPMyv735Rg7d+5ER0dH/zVsqKLlk8Wn1ZfMyexmy1KT1jUoisotuZ+O/xmufgIEwJrrm9BOmCg62Sl2omdjTx8PgKTk10znAIvMV2oKeY+SFCkR4JGxqGZvxTojiACpHowK4LV7MWLECP14zRuakyrr0gyNisYKeGu9pLiigZgUw/Jty/HShpewfNtyiIr6mVkZKy7a9yKctddZ4JjkPKBD96jEvz/dgotoNYJHvMKIqMlKpDuCnt09farGa5zXvG8IBnpagMdPBHauBixu4OdPAw0zitac5u+a0bG9A64qF/yj/LA6+3pngy5oqqqqYLcPnZFAZsnwGUfMxScUOXkUXNJxeiHvqIO2fxZRo/9ezX7DxqrZhmOZWZeYCoACEKJCn400k96LUYcY22nWbkNpgYH4jiqKglAohOZmtXR/TU0NAMDqtKInqgo+9wg3KsdUDmpNl1IlJITw5e4vsaJ5BVY2r8SqllUICkF9/V6BvXDc2ONwdOPR8Fv9pseY3uhHUFLQFZPw3bYO7DnKfLvhBPlmZSHSHUHr5ta893cEHPoTSibhk22df5RfVd6GC7H6kuHiariAaSMASoqOraoxZet6wF4BnPlvoGbfojZJq1XR3dyN7uZuOPwOBBoCOSeIS5KkC5pAYHByKoxkG5avL89lm9TlSvKNPmMxRyplOt97JQXQNK2Kmky1hcyERabfwQDevPsTjuUgS3LW2kn6b7rE3wsA2Gzq76a5uRlVVVVgGAbVe1bD3myHzW2D1d33h4ahgKIo2BXahVUtq7CyeSW+aP4C37R9A0lJ7vKs4CtwzLhjcNy443Jy37ZyDKY3+rGyNYTYxlYiakBEzYAixaSCEvFCHaGCvJ9Yi/rPm+rLZObnpK+KXzitbmtS5c+0YyTthOTtoBa3Sqrz0PKtKmi6mgBPveq0XTGu72+sv0l5T8G2IIJtQdg86nB+Yw2WJIuEuN1BJBJR6/pYrOndCL10tWTsTjGLgijm69LeDkNBkQqLdmTszsgSoczYdWG8KZssSzrOMETLOxlK2O1qjowgCGqeDc/CN9JX5FYNDlEpis1dm7GxcyM2dW7Cpq5N+muPkN49WWWtwl72vTCeHo89uD0wihuFUWNGwenLPel39h6VWPrZFuxRQXygACJqslLs4nuFej8FW4O9b5gBISIU5P3E23lDjQoFUGRganyUE0UDX0kAvjHdl+boRA2J1Ju4mVBIiThYXVY16dMQpTAKEuOrKJibN4Y7w9j25bbEggy5CzItQ3SJEKMiYkr+nk36aQrpgtHERVxLmpqZ9qErlQgPQj4M9e9KSAhhV2gXdoV2YXPnZmzq2oSNXaqI2d6zHZnsbWjQGG0bjQn8BOzl2AvjqHGoYCsASq2J5vA5YPfbYXX1LZp16B6V+OMb3+DosIBwTISt1CL0g8zwfvclTjl7PyULQgqg+vY0WkiESxKk/q+f0Yd/CoqORztS8x2QYVl8eS55Wr2tIxAIycRCMXTs6IDNZYMj4Mg4KEBRFLRH29EcasauoCpamkPN+qu2vFvIbhTsZJ0YaRmJWqYWI+gRqOVqUcfWYQQ3AhylPqw5Ag5wVk4VMl57QdWLx1c54bDx8HA0Vn7XgoMn1eR9rKEAETXZKDBQU6ihZaG7lzOcjcsaUQAy39x5Ow+L06L6MRnzEVJfAXTt7EIsbB5hsbqt4B08vDXeZONJKjEdjUaxacsm8HYeVtvwzBfIhyVLluDyyy/XR4zdfPPNePHFF7Fy5cqc9qcoCi+88AJOOOEEbNq0CY2NjVixYgWmTJkyYG0mlB+KomDjtxuxo2UHuuVu9KAHUXsUMVsMnUonWkItetSlJdSCmJxbtNXG2FBpqUQNV4MapgbVVDXq2DrUcXVw0+60hxDewcPisOivNo+t37odKYrCrPEVWNEaxkRbB0BEDWHAKFCUcFYuOeLRh64YmqXhq/OlrVcnM+RwGLazuq3w1/uz5m+kLjeKOOu2t8C8NR+QJWDs4cDxDwBcL8m3BsEyWHkGka5ImqhxBByoaKzIaSQULdEJM8sy4thjj4UgCHjttdfS1i1fvhyHHnooVq1ahcmTJxehdX2jvr4eO3bsQEVFRbGbQhhgYlIM7ZF2dEQ70B5tR3sk/hef7oh26PMdEXUbUTbvYs6Ej/MhwAUQYAPw0T74KB/8tB8BJgA/64ef8cPj8EAIp9ek4u3J4sXisKgPaAN8fTh0j0osfmMdxntSx9gPP4ioyYLm9gzkNoIkdd5b5wVv5dOEQaZjpc67qlxld7MEAHzyN+D/rgagAPucApzwF4ApTZ8Vikl8vjaPDRVjKoaF2/T555+PuXPnYtu2bRg5cmTSusWLF2PatGllIWgA1RV9xIgRxW4GIUciYgTdsW50x7rRFevS//Rl0S50C/FXwzYd0Y6kIc99wUpZ4abdcDEuuGgX3IwbHtoDPxsXK4wfftYPH+PTu4iyIcUkOAPOZPFi54pWJ+aQcRW48ukIrndb8NqX23HU5NqitKMUIKImC65KF1yVrmI3o3xQFGD5QuDt29X5Ay4Ejv49UMIFofwj/aAoCu4qN+z+oVNjpjeOOeYYVFZWYsmSJbjhhhv05T09PXj22Wdxzz33ZNx39OjR+MUvfoH169fj2Wefhc/nww033IBf/OIXAIClS5fisMMOQ3t7O7xeLwBg5cqVmDp1KjZu3IjRo0fn1MZHH30UixYtwvr16+H3+zF37lw88MADaduldj9p5//f//6HBQsWYM2aNZgyZQoWL16MPffcU9/vpZdewi233II1a9agtrYWZ599Nq6//nqwLLksZkJRFMiKDFmRISlS0rQ2HwlH0BntxD2f3oOmaFOyWIl159zFkwmGYuC1eOHhPHAqTlWoUOqfE064GbcuYNy0Gy7aBQvdtwgGzdIJF2+Dm7dxWSEFO/sbv4NHTFbwXVcUz6xcR0QNgVAwigK8cQPwYfymc+hvgMOuQ6k7bVvdVtS4+7cPWlEUhAsouV8INo7JSZixLIuzzjoLS5YswfXXX6/v8+yzz0KSJJx22mlZ91+0aBFuu+02XHfddXjuuedw8cUXY/bs2UmioRAefPBBzJ8/H3fddReOPvpodHZ24v333+/TMa6//nosWrQIlZWVuOiii3DeeefhveXvQVEULF++HGeddRb+cO8fMHPmTGz4fgMu/tXFAICbbrqpX95DKaEoSpIIMYqSVHGiT8vmy3tDFmQEhSCWb1uOHbEdptvQFA0X74KLc8FtccPFu+Dm3XDziWkX70qa9lq88Fl9cPEu0BSNrl1d2LHW/Ph9gWLUml6VYyrB23lwFq6gxN1sSKKEWDAGISLAXe3u9+OvaA1jamDoR5qzQUQNoXAkEXj518CKx9X5H90BHHxJcdtURMKChL1ufL0o515z649gz3FI53nnnYd77rkHy5Ytw5w5cwCoXU9z586Fx+PJuu+Pf/xj/OpXvwIALFiwAPfddx/eeeedfhM1t99+O+bPn4/LLrtMH4K//377QxITYlESJIgxUS9wKUQFxEIxxCJqJOCmG27CgfsfCCjA/Mvm48STT0RnayesVituueUWXHXFVTjtFFW81dfV47bbbsNvfvObkhA1xohImhBB+vJU4ZG6rL/LU1AUBZqiQVM0GIrRXxmKgURLCPNhnL/P+bBYLUlCRZu2c3bQVGHCgeGT8+40A0zdFDPu4C0JEtq3taftT7M0qsZWwT3C3e8RWk28RENR9TUYRSwUS7KLcAQc/Zo7+KfTpuL+V9bg15MqoSjKsIk6p0JEDaEwxCjw/PnA2v+q9WeOux+YesagnV4SJUiCROwo8mDChAmYMWMGHn30UcyZMwfr16/H8uXLceutt/a6rzHfhqIojBgxArt27dILEwLQ3aEVKLpZpCZCtHkhIqhRBEE1dIz2RLGrZRe2b9+OQ2ccmnVovyRKScfSzCsRDybsPWlvPT9Ny7lpbmnGqPpRWL16NT786EPcvfDuxPEkCZFIBKFQSC8glwuKokCBuQhJExxxQWIWOUn9Gwg0MWIUIpo4ybScoZm09dkESSQSQZAP4vjG42G1DtyIQJvLhoZpDWA5VcRk8pGKhWNposZZ4UT1+Gq9QGlfMRbgjIViunAxEy9m8DYeUkzqV1Fz5F7VWPDsKvQIMr5t6sSeI739duxygoiaLES6Iwi2q4lpvQ4nNllv99rB2UozQbZfiPYAT58OfL8UYHhg7iPAXscN2ukVRcHmzzZDiAimFYCLhY1jsObWHxXt3LmiKArOO+88XHbZZbj//vvx6COPYuzYsZh5yExVZJgltMf/KIVCNBRNSnIXogKiPVFIMVVkRINRxHg1ahIOqoUcpZgaXdGqLxsFidYmmyU3i4qMxP/5eZ5X8x6oxGg6iqFAczR6gj244YYbcOwJx6qCBDJAAbIiI6gEEQwFk0RIb38DiZmgSP0zW5dp+6ECzdI5jVDUupM0N/bqPaqz5koqiqJ+T6MihKiQ9Kr9CVEBFqcF0e7s9bR4G58Yzh0fGTVQCcVWjsG0Rj96RBnfbdxNRA0hnUh3BLu/3533/o6AQ7/AA8gogDLZFgRGBdSnj1QbgtR7tslxaYZOsjnod0JtwBMnA02fAZwDOPUJYOxhA3c+E2RRhhBRh1VqFYCtLiv8DX44A86iiRuKonLuAspEriPkjN0K2sVYUZScR+sd/+Pjcfnll+OxJY/hn4/9E784/xcQI9mfMhXEn1Iz2DFoQ6t37toJn08tj//l6i8TGxi/z4xaS0j7ntMsDa/fi4aGBryz/B3M/sFsXXTor/H3EKWj6GF60M2oxdA6lU60ohUdSod6fnEnemI9kBUZTdEmAMDG4EbEemKYsM8EfL7mc5zwyxPS2t8cbs76/rORSXTQFA0aWdZlECoUyq9cQMlBAbV71SLUEVI93RSgY3sHJEECxVBJYkUTLLmU4zB+/zkblyRceAcP3s4P+mioGWMr8PlX23GEc/gO7SaiJhsFdkNLMUk3TMyHcEc4775wi9OiJ7uZVhfOcJ3ULqA2jy2zIWakE/jgfkAaAdSfoubP2BuBHZ36Jla3FTRDp9XZMWK2ToHaF2xxWBLbpEQKtGkzd+NIdwTbv9oO3sHDN9IHh98BhmESN/p4fkbatJyYphlad3zWQsxJr4bpqBCFLMpqtwolqu0HlXUYv/Y+zeoNUVSBTtV99H5yOp046acn4cabb0RXdxfOPOPM+IGy2yfQDA2GZ1SBAwUKpUChFYiciFF7jsLIkSNx61234rqbr8N3332H+x64DwDQSavCoxvdUKBgh7ADsiKjU+xETI7h+/D3kBUZv7jqF7j16ltBuSnM+sEsBHuCWPHJCpx+4el629uj7dgV2oW2cBsAoCuaPOw3JIbAiup3WJKTE7cvvupiXHL6Jairr8PRxx0NhmHwzdff4Lu13+E3N/6m70Ikvh0RIAOLoiiQRVnvdlYUVVxr+VWSIKlRFkHUo4Ja16YZrJXtVcRrUBQF1sLqf7ydh7PCCd7Gl8xIqEPGBbBk2XqcNd4PQZTADTFfsVwgoiYLBVcELiKKoiDckb93kyzJ2b2f6i5ITDcDaN6ZtJqzcabFqXKB5mjIQmEh/Vgwhl3f7MprX6vLmrMYlWkZkku9wIpU34p8mZLLPTGLf5PR+wmAKjYM/2mRDuP8qeeeiiX/XIIjfnQEHHUOdCgdia4VWU7LBREUAbtju/Ft97f6eWJSDO2xdmzu2QwAuOOhO3Dbb27DrOmzsPeUvfGrBb/C/PPnoyPSAUfEgbCgCnZNgIiKqEaa4uLj+FOPRzQaxWMPPYaFNy+Ez+/DUccfBQtr0btQbKwNHosHPRbVKNBn9aHKXgW/VXUqrnPWwe/2g6Zo9LjUbRq9jRjjH4O9Tt4LDZ4G3HrrrXjkT4+A4zhMmDABF1xwAepd9fn+6xFyQHsgkAQpKedKFhJiRf+LzxvXGbF5bAV51DEsAxFimmAxG8LN5DiysJhMqvUgAgohUcbXm9owZVxlsZs06FBK0V0bB4+uri54PB50dnbC7e59OF17Uzuav8s/FN2Xm6MpGUwUc4F38IgF868HUejFoiBRE+//LhZWtzWrd5TRLkFiJERtUYyuHw2L1aKvVycS+yhQAApJAkNbrv+nGIRHfF4TIUYxogkObTppO8O6wfxp66NhQIOm0yMcSetNIh0UqIzLS/1GMtxI6to0MYyNRCLYtHkTPKwHjMxAEiU9uqK9atc1hmeSu+j7iM1tQ7gr+3WKoqnkEVEcC4ZXR0pZ3VbwNr4sBEuuXPTY5xgri5gwyodjD9uj2M3pN3K9f5NITTaK7f1UAL0ZWgqKgI2xjUnbGvexhqyIRWPawfT1xm2M+6Wej6O5pKcqbX3SzVxR0m7yMmRQEgUmnvCqUPGLJZXYxigOIj0R9UnPONQVMiRIUCj1Jm/1WgFWPXbaNnFBICkSRIgQFRFSRILIixBkAYIiQJTFxKssQJAFxKQYRFmEi3bhNP408CIPOkqnCZRSeWbQfLBSBYZxaK6xCyWXXBCKoki3S5nRmyBJm0/t+jX5Pqc6y2sRmJ72HtBy9m6Z1MhLzsSTvxmegavKlSRUWD55ulS6hgaLQ8YF8MoHG7FXhaPYTSkKRNSUMgXcDymagrPCmfG4O6M7cd3X1+V/gnKiZeAOXcPXQKxQxU5vF3ANTWDor/FpM6FgFB7ZREnSugzLCeVNqshIEyhmwgTJAsWMvuZh9SuKWl+GZmlVpMRrzTAsA5qj9enU5VreGyGdQ8ZV4I6X12CBhUEoIsA+kANGShAiarJA0ZRa4MkkoVN/yWI46fA74Kn2JFZnM6c0Ob6/wZ8c4Ui97pi0RzsPRSWiHWYwQQZ1m+sSF0Fjl4hhGYQwEO5Qp1kLFKsX0JJoUxpkXGY8VlIbtUTTlK4F/cYOWt/GGF0wbmN8FcIC4rEEMDQD3sKD53m9toZed4Nm0oqEMRQDmk5sw9M8OIYDRxv+mAzT8T9e4eHodmCkcySsVmta+0BBFxl6ZItcjIcVvYoR4zZZEuMzUkA3tdaOfiGe06V1zzoCDlh4iypE4qJFf+US80Sg9C+NFQ54nRas74oi9l0LDtxneFkmEFGTBW+tF95ab7GbAaD37qS+MsIxAq/NTXdoTmLFE8B/5gGKDEw8Vq1Dw5bWUMHdG3eju7kb7ho3fHW+QQ81RyIRbAxthI2zwcoNXKExwuCSTXgY1yctkxXT/XIhtQunb43Nb7f0RsQFd2rieZZ5o5DRm8MoYHkWVY1VA1p8j2AORVGYMbYCH+7qBu2yElFDIAAAPvwL8Pq16vSUM4Bj/wgwpfd1qWisQEVjRbGbUXYosgIxJqrRSDZzNdZywqw2j6nIMFsPQJGU3qMiGShaF06qwDCKDyRESNZ1AImUDBJa9exYKAabxzZgn/sBo334x/e7cUS4MPPQcqT07lKE4qIowDt3AO/+Xp0/eB5w5O0lb0xJ6BvG4bFiVNRHhgx2sTCN1NpB6sK+CRXtOHkxWF042UQFg9xFCogQKWVkSUYsHIMQivuRhWPqayimV9Mec9CYASuQOrHGjW86I6i2sVi5qQ1TRvsH5DylCBE1hASyDLy2APjkr+r84TcAs64igmYYoNUFoVk1OTNbnkPWasVmeSGGdcb9U5NXC412UDSVvzAx2y9VTKQsM11vtpyIkCGFVgBQEyeaWDEKl968n7T9BkrU7FvvhawAq9vCeO+/X+Pvl84akPOUIkTUZCHaE0WoI5RYYBjanJriknpRA6B6P5VL5rkkAC/+Clj9jDr/44XA9AuL2yZCQWQTH5nyN2RRTqoRpHdL5ZCwqlVhHlSMAoJOyf8wiXiYRT/0ZfFp7b0Qhh9at6zRMsE4r00rsqJ6P2UxXNVgeEb1gLLH/+LTg3FvWNEWxt7e0sqDHGiIqMlCuCuM5vX5F99zBpwQY2KSAMrk3UQhXRT5R/mTn/TSlFT6ObVtaJYGb8/RuVoIA8+eA3z7GkAxwIkPAZNPyW1fQp/IOgIu2+g6s8iHyXYUTalPkP2kLfqSvJq1LlNv0QttfbwLpjdxQkQHoTd0SwUhYZuQZKMgqC7ZRrPKvtTN0SI1gPq7SxIudh6cjQNv5/vVibsv/H7uZDzw2lqcMsZXlPMXCyJqslHgjUGMicXzfnJYckv+lCWgdT3gPAXY/1TAPwYQvLB/36L/GM2Gjevoq5JX2tw2vTsgmw+S2U1d837KtShY6nY0Q6u+V0oiKpHk9ZQ6r0Uu4vMMx6R5PGWaFiQBoiIiFo6BkgxP+6lCJcd/xoJGwaSeux+gGTrxPTIKDGTpWumD+Lj55pvx4osvYuXKlQCAc845Bx0dHXjxxRd7bdumTZvQ2NiIFStWYMqUKVi6dCkOO+wwtLe3w+v19u2NEkqWVL8nTahIggRQanTRKFSM0739Fjgrp5vi5gLDMgkrBRsHZ8AJ3s6DtbAlI7RjoRjCnWEcNqEKv3n+S1AKsLs1iIrA8CjGVxaiZtOmTbjtttvw9ttvY+fOnaitrcUZZ5yB66+/HjyfYzQiD4rt/VTI+RUoiHb3HhoFAFgbAG3kpQBAiICiqaLZJDAck3+lUeRWOj0bffV+UlwJsTMgmImJ+PLUeYqi9F91WveKYXtZkjNezBlercRaKhfpXJkxYwZ27NgBj8dT7KYQUpBlWfdvMlomyJKs+kCJKd5PKZ5PmSjUzkU3/dW8n3g2yQMqab4MqhPLkoymr5vg9DtRWePB+ConVrSGoGxsJaKmlFi3bh1kWcbDDz+McePG4auvvsKFF16IYDCIhQsXFrt5hH6mUDFZsBg1yZei6ITfk3FaoiWItDo0mmbo9OhEiqDoNX8jU/JpP0PJ6cfWysqX6/BunucxYsSIYjdjyJExMpohSTwWiUGMidj25TZAVCMpmQR/oea1uUSyaZZOslHQrRQ4BlanFZydGxLeT7IkY+c3O8FyrF7m4qAxAazY0obx7cEit27wKAtRc9RRR+Goo47S58eMGYNvvvkGDz74YFZRE41GEY0mohVdXV19O3GB98ZS9n4qaRTVkDOt4FemQmApy3kbD2eFM1HdNO5cnTRPISFSUua1cux64mmWi10kEsHGjRvV/nRrPGqoKIAQMt9ByTDdX3B25DJa7ZX/ewVnnnUmmjY1geM5fLX2K+w/bX8sWLAAd911FwDgggsuQCQSweOPP256DIqi8Le//Q2vvPIKXn/9ddTV1WHRokU47rjjAABLlizB5Zdfjo6ODn2fF198ESeeeGLO3aqyLGPhwoX461//iq1bt6K6uhq//OUvcf3116dtm9r9pJ3/6aefxuWXX46tW7di5syZWLx4MWpqavT9/v73v2PRokXYuHEjRo8ejcsuuwy/+tWvcmpfKZO1crEmSIzJ4xm6e3sjtctUi1oKkd6tQ/I1rtWsFTgbB4vDkjCsNJpWxufLVaT3hUhXBDu+2QHOyqFmrxr9PR80JoCbVmzDcRFBrzQ/1CkLUWNGZ2cn/P7sY+/vvPNO3HLLLYPUIhOK2XtFqd0oaQghNYdGEtXqwIFxplWCbR4bnAGDd5RZUrLZDyS+yOq26jk5xu2ydp0YIhqlHubNihAC7ihSFc/rtgN872HmQ2cfiu7ubnz9zdeYfuB0LH9vOSoqKrB06VJ9m2XLlmHBggVZj3PLLbfg97//Pe655x7cf//9OP3007F58+Zef5u5cu211+Jvf/sb7rvvPsycORM7duzAunXrct4/FAph4cKFeOyxx0DTNM444wxcddVVeOKJJwAATzzxBG688UY88MADmDp1KlasWIELL7wQDocDZ599dr+8h76SU22e1EiJrCQJlT5VMy6y9xNv55O9nww2Cpow0UoNaNYKw+HmnAuyKGP3pt1o39YOZ4UT1eOrwfKJ2/qBY/zYHZXgpCk0t/SguspVxNYODmUpatavX4/777+/166na6+9FvPnz9fnu7q6UF9fP9DN07G6rMnCIjWpNuU6knoh0kc/mW2blHmbfm6aMRn9tPlD4MlTgGgXMGIf4IwXAGdlju+GMJTweDyYMmUK3l3+LqYfOB1Lly7FFVdcgVtuuQU9PT3o7OzE+vXrMXv27KzHOeecc3DaaacBAO644w786U9/wieffJIUWc2X7u5u/PGPf8QDDzygC4yxY8di5syZOR9DEAQ89NBDGDt2LABg3rx5uPXWW/X1N910ExYtWoSf/vSnAIDGxkasWbMGDz/8cJ9FTU7WCilREqMwkeX+G7XWJwrtrTVWLaYoUIzaFeuudsNqtab7PhletegoIXcURUGoPYTOnZ3qsPOwgNq9a+GqSBcsFU4L9qh2YmVrGNZNrUTUDDTXXHMN7r777qzbrF27FhMmTNDnm5qacNRRR+Hkk0/GhRdmr6NisVhgseQ/Rt9T44Gr0pU+ekXJTZhwFk5PRCs6374BPHMWIIaBUQcDP38asJKEygGBs6sRk2KdO0dmz56NpUuX4sorr8Ty5ctx55134plnnsF7772HtrY21NbWYvz48VmPMXnyZH3a4XDA7XajuTn/MghG1q5di2g0ih/84Ad5H8Nut+uCBgBqamr09gWDQWzYsAHnn39+0rVEFEV4PB5IgpRZqKQs05Kv86WgwoEFonXP6tNmw+/Nun0zjHCTaRkMxyDQECDeT/2ALMmI9EQgCRIiXRF07eqCGBVBszQ8NR7U7VOXddj4QWMCWLmxFVMKSKguJ4oqaq688kqcc845WbcZM2aMPr19+3YcdthhmDFjBv76178OcOviQ4PLuRtE46vngX//ApBFYNwPgVP+CfC53/wIfYSicuoCKiaSIGHGgTPw6KOPYsUXK8BxHCZMmIA5c+Zg6dKlaG9v7zVKAwAcl1xAjKIoNeIAgKbptOijIOQ+Is5ms2Vdr4sMWYEsyZCkuO2DoBZJkwQJHBcfsht/EBFjIhRFQTQYReuuVgDAn//0Zxx4wIFJbWUYpk9DfTHYpUgo867bcvN80koj6EO1RSlpJJQsymB4Br664VNrRYgICHeFEemKINwZRqQnAiiJUZmOgANV46rgCDhysjU5aEwAL322FQFa/a0M9RyjooqayspKVFbm1v3R1NSEww47DPvvvz8WL15cNI+asuOzR4GX5wNQgL3nAic8BLADNwyeUB5IgoRDDj4E3d3duHfRvZh1yCxIgoTZs2fj7rvvRnt7O6688sqCzlFZWYnu7m4Eg0E4HKrIW7FiBYBEV4tWH0gSJChQxYksq8PNR48cDZvNhtdffR3nnnNuWpdNLKia9Wnl6aVYXNRERIhWUY+cGMsDaAmtiqygqrIKNTU12LRpE0479bTCIiXZ9s1Q3yetqCCgv3/NaFR7qColIWLErIaUJEiQJRmdOzsRRFAfki3GxKTh3JqQ6S3/x+qyDllRo8gKIj1x8dIVQbgrbGqxQLM0eAePun3qknJmcmF6ox+dgoztQQHVzV0YMWJoR+jLIqemqakJc+bMQUNDAxYuXIiWlhZ9HRnCmYXl9wJvxROlp52nWh/QxaluSSg9fD4f9tl7H/zrmX/hvoX3QYgIOGj/g/DFF19AEAQceuihveaBSIKklo033NXFqIhYKIYpe0+B3W7Hb67+DS755SX45LNPsGTJEgAJQaJ18QgRQU1YlRNP7hzL4crLr8R1118HjuFw8EEHo2V3C9auW4tzzjqnXz6D3173W1z5myvh9rhx5A+ORFSI4osvvkBHZwd+fdmvs1Y1ThMrBVY+1kr0A4AiKRAltVQAy7Og2P7PPel1qHaWZORsI6O0KFnbljZ99BPDM7ro7CvZ6tQMJE2rm9DT1gOHzwFXlQvOCmde1YEVRYEUkyBEBL0mT7grjHBnGNHuqKmo4x08bG6b+uexgbNxef/763k1bWF4N7cTUVMKvPnmm1i/fj3Wr1+PkSNHJq0bSK+ZaDCaKOxkrC+ikTqb8qWzeWzF8X5SFOB/NwHv/1Gdnzkf+MGNOQ31JZQfvblap22DRKHAmYfMxKovV+HQWYcCUIXOxAkT0dzcjNF1o3v1tpFESb8Ra99/RVEjLj6vD4/+7VFcd8N1WLxkMQ6bfRhuuPYGXHLZJTm/t2sXXAuWZXHrHbdix44dGDFiBC4878KkPBCaVitIa1ENfcRMfF6v9kpBf8rVSgZcdMlFcPvcWLhwIa674To4HA7ss88+uPzyy2GxD65njtm1TBsaDQr6MGWtarSZ+MiYoIxEVKwvFa41Ch0hRTM0JPRRnFDxCr7c4N+mFEVBT2sPACDYFkSwLQiKouAIOOCudsPhdySlJkiiKlqEsKC+pkxrvzezwp40Q8PmscHqtsLmtiWNHO0vDh4TwMr1LTi4gKKk5QKlDLoDXfHo6uqCx+NBZ2cn3G53r9t3NHVg13e78j6fs8KZeDrJpifMBBMAf4O/7+pckYEP/gRmzXOwBDcAP7wVOOTXfTsGIWe0OjWNjY3pSekmN5BMnk2my3oRJmY3pqIOz43fbI3z2fI+MnXBpHazlGrXS18xjYwA+rT2RD8QFGq/0ZfvVTQWxeYtm8F1c6BlGhRDwea2qfkxHJM0fDtpRJRhyLZWX6aY/97rP1if+d9D+65T8c82x8/G4rRAkRVVvHhUEcPb+QF/n898thU3v7AaTx3WiH0O27Msc0VzvX+XRaSmWBRaPE+MFub9FOoM5dfP75gLy4S9oHgaAM4LfLLRfDv9mpp+Ev1JJMNIL9ObseFGa/PYkl2bs4W1Uy72FEWBd/DpXk8pfk2ZljE8kzi3goRXk9H3SUbaMm05Z+UgCmK635PJvKiIEOwCosGoajFRIAV7P/Un8SflrAaU2rSxajLKW3xkIs03LEukxCxqUkzBWeizKwVKL2CZlhuUIj5lWgZrYTFq3CjYHfaSS0yVJTnhuB1TjS51J27DfFarFiXxmunflGZpcFYOnI1TX61qoUC7d/AHaexV40ZIUrCxJ4bYup04YFKR6mgNAkTUDCDFrCiseEcjJtmAUCyv/aM90YI8VULtob6NHjFQbt5PA4JZcml8eep82nZc9u0oioIQFUyfQila9cAplrNwKSNLct5+ZkUhU3TMZDrjUG6gzwKVFmm9MnepCRoAaNvahtZNrf12PKvbqtotGMQLZ+OK9huSBEntpjSwd52aR/PBrh4wzT1E1BDyo6hWBVYPEMxP0PQLBbz1Qp8q+8v7ydTviaZA07S+TKIkiBDVgmNapdNskYtMIsVMwAwgZvlhWqn5oRhl6Q9KxnqESjjRp4mSPBKUhxt9HT1khsVpQc3EGlgcg5t3lQ1JkNC6uRUd2zvQsH+Dads298Rw6tj+qfZdqhBRQyhJeDuvX5zTPJ6My5C+jrNycFW6kryd9P75eB+4cVmqN5TW15/LjSESiSC8MQzeavB+KgMoJvHeytWVe9BJ/XhSIxtmy1KFKo+kdaliVqtJknZqEkHrN7Roiva9Z3k2aVpz5O5p7cGub5NzKimKQqAxAH99HvmOA4QYE9G5oxNtW9pAURQqx1SCs6UPULn3lH1x8wurMdbFD+l6NUTUZKNEUhvygkJaCFJbnjxr8sWm1NEhVrc1sU2mfIkMy21um1pNuZcQeKZlJVOJeYjCsAwoBwUK1JC9uPU3FE3B4lSffgfqhpaUhwaQCNoA4PA7MOagMb1ux9uSH1KsLitGTBhREtEZISKgu6UbPS09EGJqV7K/3g9fvS+j8J0xtgJdgozmsIi2tiACFU7T7codImoGENbCwkqllAnPIpRSu10CowKZu3E6m4BldwHhdsBRCcxeALgSNXsYjilKQhqhfCAFLPvGYIgKhmP04mskglZcrG6rOmggKiIwOh6dKcIDgCyqNgmRbjWK193Sref8MRwDZ4UTgcYAOD57+ZARHivq/TbYWRrb1+5AYFZ2C5RyhYiaLDgCDtRZ6/T5jPUdzEYRKYDdawdrGYCPuOlz4Pm5qqCpnADMfRBwD93ELwJhuMDy8S4mkhdTdGiGRuP0RiiKMmhDoGVZRrQniki3KmIiXRHEDIM9tDpF3lovXJUudZRpH4TW9NEBhCUZflE9jxZ5HEoQUZMF3sanhSCLzsZ3gadOA2I9QO1+wBnPA/ahnfhFIGRzvdamh0oXDekOLB0omur3BHFFUSCLqhWGEBYSAqY7gmiPeYVhmqFVu4hRPjh8jry/59NHe+HvCgFQsHXVVow+YHS/JE6XEkPr3Qx11r0CPHsuIEWBxkOBU58ELEPfSp5QfvRWnyhrKf4cigyaQTN0UgI0gVAstFo4sXDMtNKwLMngbJxpiQCKomBxWWB1WfW//irQN63WjWB3CBRFQRIkbFu9DQ1TG4aUkCaiplxY+RTw0iWAIgETjgHmPgJw1t73G8JEuiJo29oGi9MCb63XPDGakBPZyutntF9IESkUKN2oMh+MxelsbhuefvJpHHfMcabbbt68GRP2mYCP3vsI+07eN78TDhCbNm1CY2MjVqxYgSlTphS7OYR+RJbkhN+ZrAAUTEWLZh2SDZZjIYQFWBwWtdZNXMBYHJYBExkBmkKPYT4WjGHntztRM6FmQM5XDIioyUIsFOu9CFuW0URWjxWcpR+8nz56CHhtgTq972nAcQ8ADPmn27V+FyJdEXS3dKN1Syu8NV746n3985kXg9YNwIrHgI4tgHcUMPVMIDBWX52LfYI+n2WbrJEQCnmLktR9+114GIdAx/UrzdB6DkqplJEhlBdad1BSdWHtL5q8TBYTxTYtDotaSbwPsBZWH1LurHRipG/koFoWBNuCsBrOp8gKupu7YXVa4RvpG7R2DCTkzpiFYHsQzd81572/s8Jp6jCbax+tv94HavW/gJVPA979gYnHAgdcCKUrCsDkx2S4oTAcA6traEdyjBVxFUlB+7Z2dDR1wD3CDX+9X61108+k2iTEIjEosmrgKEsyFEWNWBitJZKEg4mQUBQF9JdPgnntCiSUAQW8/0eIP7oP0qRTc25fSXg/aUmuKYaTWT2fTEoDcBYu4xBqi01drlVvJRA0I1VJkCDFJPXV5E8URH2as3KIhWJ5WZPIUno1cZqhE5WF46+8lQdn48Ba2aKPOAx1hNKWKbKC5vXNcFY4i2PA3M8QUTOACFEB0e6+KXkjofZugJoFTJmVWPhlU077WpyWpKcK0yq9qaO2DJs4KuLJaBluxr0ZM9q8tsR+KV0bpvOG41M0Bd6W7P1kNm0mGBVFQeeOTnTu6NR9lOw+OxiOSfZ8Mvo4pbxanVbEwrEk8SIrsu5ybESmZYguEUJEAC3nd8Gi2r8H89oVoJTki6QCgH39Csi1B0LxNeZ1bPMTqkJij0l74NJLLsVl8y7TRcUBBx2A4449Djf+9kZQUAsZPvTgQ3j11VfxxptvoK6uDvfccw+OO/Y4gAI62jtw6WWX4o033kBPTw9GjhyJ6667Dueeey4mTJoAAJg+YzoAYPbs2Vi6dCk+/fRTXHfddVixYgUEQcCUKVNw3333Yb/99ktq5s5dO/HjH/8YS5cuRU1NDX7/+9/jpJNOyvi2vvrqK1x99dVYvnw5HA4HjjzySNx3332oqKgw3X7JkiW4/PLL8fTTT+Pyyy/H1q1bMXPmTCxevBg1NWo4XpZl3H777fjrX/+KlpYWTJw4EXfddYcVBJoAADB6SURBVBeOOuoo/TiffPIJfvnLX2Lt2rXYe++9cf311xfctuGKIiuQRFVwyKKcPC1IkMTkac7KIRqM6iKlr1FG7ffdFyiKUofbW1l4a71JAqaUu8CFsABZlKFQQEyUwdGq0ajT74DNYxuYkbpFYGi8i6GKIgNUnj8SBXl7LwGAEBIK8n6KBqNF837S0C5Wofb0p5NsiLyYNIxyoGG+ehJmfSdq4IMC+/WTkOb8Vl2WzfMJMJ3PVDqfoiiwPJsU0aIoCgzLJHXh3f672/H73/8eCxctxP33348zzzwTmzdvht/vx4033Yg1a9bg1VdfRUVFBdavX49wWP3efPLJJ5g+fTr+97//YdKkSeB59Tzd3d04++yzcf/990NRFCxatAg//vGP8d1338HlSiS+//a3v8Vdd92FP/7xj3jsscdw6qmnYvXq1Zg4cWLaZ9XR0YHDDz8cF1xwAe677z6Ew2EsWLAAp5xyCt5+++2Mn30oFMLChQvx2GOPgaZpnHHGGbjqqqvwxBNPAAD++Mc/YtGiRXj44YcxdepUPProozjuuOPw9ddfY/z48ejp6cExxxyDH/7wh3j88cexceNG/PrXv+6XtpUb2sOKLKsPAOGuMIQe9UaqCRTjqyzKAKVGXCVR/etrlJEChVgBdjDGrh+aodUh9RZDdWGt2rAlMZ9rtfGSgwLc1W5YXFbMe/ZLHD3Shal71GB03BdqqEBEzRClmGaaAArKbyjU+6lQTL2eTHygaJqGBAldShdoltaf0oxJfr2KDQAIbUemR0wKCphgE5gilhY455xzcNpppwEA7rjjDvzpT3/CJ598gqOOOgpbtmzB1KlTMW3aNADA6NGj9f0qKysBAIFAACNGJApDHn744UnH/+tf/wqv14tly5bhmGOO0ZeffPLJuOCCCwAAt912G958803cf//9+Mtf/pLWxgceeABTp07FHXfcoS979NFHUV9fj2+//RZ77LGH6XsTBAEPPfQQxo5Vc5fmzZuHW2+9VV+/cOFCLFiwAKeeqnYB3n333XjnnXfwhz/8AX/+85/x5JNPQpZlPPLII7BarZg0aRK2bduGiy++uOC2DRbZnMWzDaU3/k6N0Q4hpibK7ly3s9foJc3SSRHlPrc9h+uc9ts0+9OMKFmeHdTclmLAWTnUTFQjkHafDftX2PHR96262eVQgYiaAaTQ+gYUzRZbmuRNoe+ds3Km3k8UnZiOdEcyXxAp9Rg0S8Nd7QbLsemeT5ofFI2keYZjcr7ARSIRBDcGwVm4/PujvaOQWQVS8fXFY/Lkyfq0w+GA2+1Gc7Oaa3bxxRdj7ty5+OKLL3DkkUfihBNOwIwZM7Ieb9euXbjhhhuwdOlSNDc3Q5IkhEIhbNmyJWm7gw8+OG1+5cqVpsdctWoV3nnnHTid6aXfN2zYkFE42O12XdAAQE1Njf7eurq6sH37dhxyyCFJ+xxyyCFYtWoVAGDt2rWYPHkyrNZE/lpqu/NtWy5k7NI1G6GWYR1N06b5IblSyEidfAQNxajRRIZlwNt5WF1WXaSwHJsmXIbScOX+Yu+RHkBRcPdr63DerN4tI8oJImqyUWxFQdFAkaIWLM/CVeXK2N2Rsfsjvs7msYFhEqNS0ownTYwo9eNQuTnpbl251TTxzVPjQWB0oHxGQU09E3j/jxlWKur6AYCm6bSomCCkdxlyXPLnSFHxodsAjj76aGzevBn/93//hzfffBM/+MEPcMkll2DhwoUZz3v22WejtbUVf/zjH9HQ0ACLxYKDDz4YsVj+3Qg9PT049thjcffdd6et0/JjzDB7b/0dKTRrmyYwRtSM0BPM00am5SBU1EajoGtVsaK6FB3v6rRx6ii2uJEswzKJaU4VL8ZpIlIKh2cZhGIx2BkasqyAHkKfKRE1AwhFUenFwEyvHwogRtUcGlAAawEoGoGGQMoBM5zHZAVjYeCqcBk3St/OZMRJOZGalOeqdKGisWJARj0NKIGx6jD9/8xD0hAiKOpyw7Du/qSyshI7duzQ57u6urBx48ac9tUSqymKQmVlJc4++2ycffbZmDVrFq6++mosXLhQz6GRpOT8qPfffx9/+ctf8OMf/xgAsHXrVuzevTvtHB999BHOOuuspPmpU6eatme//fbD888/j9GjR4Nl++ey5na7UVtbi/fffx+zZ8/WRcb777+PAw44ALIkY8899sRjjz2Gnu4eWHkrFCh4f/n7ANSctlgohsl7T8aLL72Imooadfh5yjUgFooVJqYK1SSF7E8lIjXaAwktq6PdfCN9sFqtuijRBIv2SsRJ8Th1Wj3eemMNFAB/f+97/OLQgbnGFAMiarJgdVsRGB3o9Uef6WLkrnb37ujaugH45wlA5xbAVQuc+QJQNSG/Bg8zfPU+CBEBrIVFoCFQ3kPYp54OjDooa52a/ubwww/HkiVLcOyxx8Lr9eLGG29Uo2s5IMZERHuiuO3O2zDtgGnYZ599EI1G8fLLL+uJvFVVVbDZbHjttdcwcuRIWK1WeDwejB8/Ho899himTZuGrq4uXH311bDZbGnnePbZZzFt2jTMnDkTTzzxBD755BM88sgjpu255JJL8Le//Q2nnXYafvOb38Dv92P9+vX417/+hb/97W9gaCYt0qF1uYgxUY+MCFE1UhUNRQEFuOKyK3DbHbehvrYe+07eF/98/J9YuXIlHn34UcRCMZx0wkn47W9/i1/84he4ev7V2Lx5M+69714A0If5//LCX2LxksU489wzMf/X8+H3+bHh+w149vln8eADDyYimoMZMDFGS2kqY8S01yirCTIlg2EZeGu9Sd1yfUEbBSWLckkMhR5quHkGe3qs6IxJeOqTrUTUDBdsbhts7vSLbb+xczXw2E+BYDPgHwOc+SLgaxi48w0xbG4bGvYfQp9XYCxwxM2Ddrprr70WGzduxDHHHAOPx4Pbbrst50iNBsdwuO7a67B5y2bYbDbMmjUL//rXvwAALMviT3/6E2699VbceOONmDVrFpYuXYpHHnkEv/jFL7Dffvuhvr4ed9xxB6666ir9mNpDws0334ynnnoKv/rVr1BTU4MnHn8Ce47fUy+EBqhJqUJEQIWvAu+89Q6uv/56HHnkkYhGoxhVPwo/POKHEEICRCq9wqs2wk6MinqkREt41Ubh/OqiX6GzsxPXXH+NOqR7wkQ896/nMG7cOACA0+nEc08/h8uuuAwHzTwIEydMxO233o7TzjhNP09tTS3efuNtXH/T9Tj2xGOT2tanm3Wm+j5GoZEqOPogRvoLreyCGBMRlaKJOk6pQ7RFk1dBfTUmHo+eNnpIGi8Wk1gohjZBhgJgj+r0XK9yhlKKPdRkEOnq6oLH40FnZyfcbndxG7PlY+DJk4FIJ1C9N3DGvwFXdXHbROgzkUgEGzduRGNjY95PpeVGLBTLmFhK0RRoVr1R0wydVscomw0DRVGFJawW0oVTYKREq4mUesy0yAfSRYZ2bjGaLLyMia6D1T2c9u+UmmhsWJeW/xN/jcai2LxlM7huDrRMw+axFVQeon5KPexee6FvjWCgbUsb1u/owikvfI1xVU78b/7sYjepV3K9f5NITTFY/z/g6TMBIQTUHwj8/BnA5i12qwjDhKx2C1kSUrX1WpKw6bFlRa/0LKGPtYYKrVuWjzAxRDL0ashIFx2mURGz4flmifM5YFZIUisoR7N0r0OOc0kwzjYs27gujcHuGkvB7LMh5I8syWjb2oZRjWrhx/XNPegIxeAtt1zEDBBRk4VYOIZoTx8rAhuuZTaXSZXGr18Anr8QkAVg7A+Anz0G8I7CG0sYUuTi82S6DWWoGZJtxEwminwDy0hq1CNlWUZhkSk6gr4Lj4EgtTK3GbIoIyYmjwzT3k9WMZKyfbESkXM6LwV9mLY20klLKC6bUYxlQsf2DnBWDtU1HoypcOD73UF8saUdh08YGj0FRNRkIdhWmPeTq9KVXBm3ewewOwjscx/gqAQqJwJr2gC0me7vH+VPHvGU6dqg3bAMMCwDm2cA84GGGPqTq6zotXCMNgmKrOiVUo3+T5FoBLIkQxREiHRK3kYWQZI6r/37UZRJN0YfKKr3UyqUOmzcNMcDGcSJNl9i4sOImZjMFinR0B3McxWYvbWhL/sPlliN/1tSNAWbxwae48FZOTj8jqSRT6nCZTC72IYzsXAM7dvaUb1HNSiKwv4NPny/O4jPNxNRQ8gBISKkuHx7AN8BidnO7A7goc5Q3hcii9OidwOkXUCNIkh/Sd7GWeFMXt/bhTwlImD32jP3w8dfM4XHaYYGa2V1kZG6j+bBpM8bPZ0UBRa7BZIkpQmQpH1TlhmfJq0ua+/u7HFkWobkUg30RKQno/aZgbyup4iETAaT6qL0KIc2rfvsmECzNFhLaY5WyVqYzmyZmVDJV3CWagTMiEkOUK8Jx2bdcRG1ztSIxhHDJs+sHAh1hLD96+1wVjjh8Ku9A/s3+PDs59vw2ab2Ireu/yCiZqiiQB8hkg9iVCwouU+KSUXzfqIZuqC2Fw0tZ4NOFx2p8xlFh1keiHHffsCsCizFUOAsXEmXmhejYkHfq5KMJPQhGTlVfKRtTxiSKLKCjh0daF7fDG+tF1Vjq/R/72mjfQCAVds6IEgyuBL+/eYKETUDSvEezYaz91Oh+1M0BZox+D2ZeUDF/yRI6JIM3k8ZuldS5wtNLC0mxoKSFEWpkZlyMPkrtHn9EW3JIip6E1z6aKjUKAqBYIIkSujc0Ym2rW3gLByq96iGt8abtM2YCic8Ng6dYQFrtndh33qv6bHKCSJqBpK2jQBXm/fuFKjii5M8KdT7Sbt4G72e9Iu55t2UYZ638XBVutJ9njJ4P2nrtBwQmqUH1/upzKAZGpyNU7sKy0HMxMm5nVkiHAqtZE467iUy0huZRA3DqS7R5fI5E4qHoiiIRWLo3N6Jzu2dkCUZdp8dgYaA6bB4mlbzat5e14zPNrcTUUPohXB7QaKmmDAck/gRpPat99LFQVEUbF6bLgySnixTXk09oOLChFCaUJTq2VNu0AydEJ4l2A2TmuRdyvlJhNJBjIkItgURbAsi1BYCZ+MQ6YnAXeVWrSp6qbSuiZovNrfj/JmNg9TqgYOImoGkwAukq9qlD9PVD5k8Y3JO9YWzcHAGnMn7pnSHJC2LL9eOTzO0XkSNQBgK0AxdeC2cAYSzcGoBPgq6eSOBoCHLMmLBGKJBtcyIEBbQ09qTVHaEZmjYvDbUTqrNOXK8f4OaV/PZ5ja9CGY5Q0RNFjhrXBjE6bUrSIwBTZ8B0W6AZuHdcy9YGk1s3XP8zpCQM4EwfKAZuvzMWAn9jqIoEKMiosEooj1R/TUWStQqsrqtiHSpIzQtTgscfgccfgdsblufjUL3HekFS1PY1RVFU0cYI33lXb2ZiJosOAPOJFGTlY4twD9PAto2qDVozvg3UDN5YBtIIBAIhLLDWCIgVbxEg1HTEYapjNhzBBx+R3qB1z5i4xlMqnVj1bZOfL65nYgaAoCWb4HHTgC6mgBPvWpMWTGu2K0iEAaUtLovABZcswDr1q3Df//73+I2jkAoIrIoQ4gKEKMihEjiVYgKECMihKgAm8uGcFfvpSc4GweLwwKL06K/clauX6P4e45wYdW2Tvzxf9/h+Cl1/XbcYkBETaFsXwE8PhcItQIVe6iCxlPeX4rBQBZltHzfglg4BmfACU+Np6RrnJQz2YokQgHmXzUfWzZvwbPPPGtuZJhaFTlDLyxFU7j++uvBMIXnghx77LEQBAGvvfZa2rrly5fj0EMPxapVqzB5cuHR0DvvvBP//ve/sW7dOthsNsyYMQN333039txzz4z7SJKEm2++GY8//jh27tyJ2tpanHPOObjhhhtKtsv43XffxT333IPPP/8cO3bswAsvvIATTjgh6z7l+D4HAkVRIIsyxJioFtqMiXr+iVGoaOIll0hLajoDzdJp4sXisAzKdbG5W83L+X53cMDPNdAQUZMFISLoSVmm7FoDLL0LsO4B1I4FDrseEN1Aaw8AtTIty5OP2IzOnZ3o2N4BAAi1h9C6uRW+kT54a71qvZdhQlJNnSy2CkkVn7PZL1BIVE3OsRT/Jx9/gqN/dLSepGq2jyiKYNnev8ter7f3E+bA+eefj7lz52Lbtm0YOXJk0rrFixdj2rRp/SJoAGDZsmW45JJLcMABB0AURVx33XU48sgjsWbNGjgc5r5sd999Nx588EH84x//wKRJk/DZZ5/h3HPPhcfjwWWXXdYv7epvgsEg9t13X5x33nn46U9/mtM+5fg+e0MTKJIggWZoSIIEUUiIFf1VMMwLYtrvgrNzEEL5FRgFAN7Owxlw6uKlmDmUZx3cgKXftABQDS7HVeWYdlGCUEqhlcrKiFytyzXam9oL9n6SJTm3YnAmm+jeT6nrlBSVb5yMnytpSHaOpN4cB/IHtuu7Xeho6khbTjM0vLVe+Op9AyYIk6wTTKwUtES7jN5PhuloLIrWUCsaRjXAarHqn2FYjIeVU4UHUj7nFCi6MO8nG28Den9IBADEYjEERgQgionK0wdMOwCPLX4ME/aZgMeWPIYHH34Qn33+Gf7x6D9wwnEn4Lbf3YaX/vsSNm7aCKfDieOPOx6Lfr8IHM+hra0NdQ11WL16Nfbee++83wOgiqiRI0di3rx5uOGGG/TlPT09qKmpwT333IOLLrqooHNkoqWlBVVVVVi2bBkOPfRQ022OOeYYVFdX45FHHtGXzZ07FzabDY8//niv53j55ZdxxhlnoLW1FQzDYOXKlZg6dSoWLFiAu+66CwBwwQUXIBKJ5HS8vkJRVE6RmnzeZyQSwcaNG9HY2DhgNgmKokCR4r9NKLp1R9KfmL5MFuQk12+GZ3Q7mb7C8mzGqu0URYG1suAsnP7KWTmwFlZ/LYXItJaUzFk5jL7mFQDA5JEe/GfezCK3LJ1c798kjDCApHs/9Y1QRyjvfS0Oi/qDS32qz/LEb8RZ6UzyWNK3N/NrQnK3hKIocPgcCcFg4vuUKQImSzLatrahbWvC5JOzcYlkOIPHU5IvlOFcNrcNQkQw9X3KRTBYnJac3dllWobsktUnP1q9OIbFMA79j/nNcKBZfuJyWKkMN5KUGkO8hcfSt5Zi5uyZ+PTjT1FdVQ2rzYrly5cDAP5w/x9w+223o7GxEZWVleBsHGiWxkMPP4SRI0dizZo1OOecczB1/6m4+OKLsfbjtbBYLJgwYUKv7VyyZAnOPffcjIKfZVmcddZZWLJkCa6//npdYD/77LOQJAmnnXYaAOCOO+7AHXfckfVca9aswahRo3ptk0ZnZycAwO/3Z9xmxowZ+Otf/4pvv/0We+yxB1atWoX33nsP9957b07nmDVrFrq7u7FixQpMmzYNy5YtQ0VFBZYuXapvs2zZMixYsECfH4j32huFvs9MaKJEkiRAUQsPyqIqOCQxIT70ZYb12isUwOaxFWSJwrD5ixpJkuCscCaJFU3E6JWfS5z2be3oaOpA4/REfZpyaHc2iKgpZQosy16Iz40Ukwq6WASVYN7eT6kIYQFCOPdjyZKcNPyxr5Tzj5q1sOBZPueKti1tLQgEApg2fZq+bPXXq+FwOPDcc89h9OjRSdvfdvtt+vTo0aNxxBFH4JtvvgEArFq1CpMmTdK7qV5++WVceeWVkGUZCxYswAUXXKDv6/F4suasAMB5552He+65B8uWLcOcOXMAqF1Pc+fOhcfjAQBcdNFFOOWUU7Iep7Y29wKYsizj8ssvxyGHHJI12nTNNdegq6sLEyZMAMMwkCQJv/vd73D66afndB6Px4MpU6Zg6dKlmDZtGpYuXYorrrgCt9xyC3p6etDZ2Yn169dj9uzZ+j79/V5zwex93n777fj5z3+ecB1H8gOLGBMhiRJaN7WCVmjIUkKMGIUJoH5fxWj+HnWFVlxPjZZQFAWGZ8DyqjBheTYxzzNgucR8OVXTNiPUHsLu73ejbnIdKJrC1T/aE/e8/g0qneVdVoCImiFK0e0Vivhb7w/vJ4pJ93oymxchpnk/OXknPjj5g/Rih6lFFAegiq2NtfXpeCtWrMC+++6btGzVqlU47rjj0gTN5s2b8fvf/x7Lli1DU1MTBEFAJBLRu0tWrlyJKVOmAFC7j+bPn4933nkHHo8H+++/P0488UQEAgEAwIknnogTTzwxa9smTJiAGTNm4NFHH8WcOXOwfv16LF++HLfeequ+jd/vzxpRMfLEE0/gl7/8pT7/6quvYtasWUnbXHLJJfjqq6/w3nvvZT3WM888gyeeeAJPPvkkJk2ahJUrV+Lyyy9HbW0tzj777JzaM3v2bCxduhRXXnklli9fjjvvvBPPPPMM3nvvPbS1taG2thbjx4/v83vN9D5Tuz1lORHxyBRxfeaZZ/D444/jH4/+AxMnTsSXq77E1ddcjSp/Fc44/QwAcfsIw29Oi6p0tXeBlrN3schSjn2lmcjxp04ztO6dpf+xDCxuixpdiYuYchcquaAoCrp2daG9qR2BxgAcPjVv7OCx6m/ziy0dZV2Ej4iaEqasvZ/68wcRr7CqiQrdYiGDBxRvUxPwTD2fsk3H5xmOKdj7iUN5+ECtXLkyTdSsXLkS11xzTdKylpYWHHDAATj88MNx7733oq6uDpIkYdq0afr+q1atwvnnnw8A+OSTTzBp0iTU1akjAY8++mi88cYberdRrpx//vm49NJL8ec//xmLFy/G2LFjk6IXfemSOe6443DggQfqy7W2acybNw8vv/wy3n333bTk5FSuvvpqXHPNNTj11FMBAPvssw82b96MO++8M2dRM2fOHDz66KNYtWoVOI7DhAkTMGfOHCxduhTt7e36+9QEwx133IE777wz6zFXfbEKR/3wKHzy4Sf6Db+mpsa0G1yMihDCQpo9g5Frrr8GV11xFU6eezIAYO+99saWrVtwz7336KKmkIhyLqOEzKBZGgzLgLNy4O18klAxEy99LUg3VImFY9j17S6E2kPwj/LDX58QyZNq3eAZGm3BGLa0hdAQME+SL3WIqCGYQjEUOBuX2aAvg5GfJmYcfod+IUnyeopP9+zuQdeuLtNz0yyNitEV8NR6iO/NALN69WrMnTtXn+/q6sKmTZswderUpO3++9//QpIkPPXUU/q/8QMPPABBEDBlyhTEYjGsXbtWFzjbt29PEg11dXVoamrqc/tOOeUU/PrXv8aTTz6Jf/7zn7j44ouTBHNfumRcLhdcLlfaekVRcOmll+KFF17A0qVL0djYu/9NKBRK+24yDKN2yRiOm2kYvaIoOPjAg9Hd3Y1FCxdh1sxZiIViOOTgQ7Bw0UK0t7fj15f+OkmMnHvGuTjhJyekN8YgKqorq8GyLMaMNqlkngfhULjX95kvFEWBZlVzVJpRRQrNqa8My+jRT03AaOtpZuhHU/oTRVEQ7YmiZ3cP2ra2gbWwqJ9SnzaQxMIymFTnxootHVixpYOImiGJnH9fb39gcVnMvZ9Sf88Gzybd+8nKobKxMmmZqSklzNexFrbgSpXZEKNimqihGRr+UX746nzEd2qQkGUZ33zzDbZv3w6Hw4Evv/wSDMNgn332SdouEAigq6sL//nPf7DXXnvhv//9L+68807U1dWhsrISq1atgiAIaVGfTLzwwgu49tprsW7duqzbOZ1O/OxnP8O1116Lrq4unHPOOUnr+9L9lIlLLrkETz75JF566SU4nU7s2L4DChR43B7YbDYoioI///nPePGlF/HGa28ACvCTH/8Ev7v9d6gdUYuJEydi1cpVuHfRvTjrzLNyHhzgsruwz9774Kl/PYU/LPoDZEnGIQcdgtNXng5BEDBrZnLXWKHvtaenBxu+36DPb9q0Cau+XAV/wI/6unoAwIMPP4j/vPwfvPrfVwEAPz76x7h74d2oH1mPvSbuhZVfrsSfHvgTzjrzLPUg8Qip8ZpCy6pvnG+kD1arVRcomjihWVWYlMLon6GMGFOvsZ07OxELxsDZOPjr/fCP8mf87KfW+7BiSwe+2NKOE6aWZ701ImoyEe0B/fFfwDoPU2/+Nj/A2fp0CFe1C4GGgPnKDA8aRnFi99mH7BOJI+AAtYHSh1D76nzwj/IPqxo1pcDtt9+OBQsW4I477sBVV12FhoYG7LnnnmlDcY899licf/75OPPMM2Gz2XDGGWfglFNOwebNmwGoXVYNDQ16nZra2tqkyExTUxOmT5+uz3d2duoJxr1x/vnn45FHHsGPf/zjjImwxlF22nzqcPpM6x988EEA0JORNf764F9x5ulnAgCadzZjw4YNelLrorsX4Zbbb8Glv74ULS0tqKmpwfnnno/rrrkOAPDYE4/hFxf/oteKsTMPmYlVX67CobPU0XJ+vx8TJ0xEc3Mz9hi/R06fT658seIL/OgnP9LnF1ynjqw684wz8fe//h0A0NbRho0bN6rlFCjg/vvvx00334TLr7oczc3NqK2txS9++QvceOONsFgspueRKRkMy8Bb6y14SLf2bzdUr4P9haIoiIViCHeEEewIQpEVBFvVQnoMx8BX74On2gOL0/zfTGPqKC/wPrBiS8fAN3qAIHVqMvHdm8ATJwOcHTjtSWDMnEFp43AiFo4h2hOFzW0b0KjQQDIYNTnKgXnz5qG5uRnPPPMMADVReOLEiVi6dKmeKPzBBx/oicJAeqmAbN01+vYZlgEoKLcjNdm1z/un5KXc9rvbsPz95Xjj/97Ibf/e6hOlDMc3G9lm2i1sjMBShu7gAUT7TYwePRoW3qLW6pKVpOHYqSOhzIZxy6IMWZIx+oDRsDiy34yHG4qsINIdQagzhHBnGOHOcFJ+ks1jA8Mz8IzwwOFz5JxT1NQRxiF3vQ2WprD65h/BxpfOQyapU1Mo438IHHc/UDURGDmt9+0JfYa38eBt5T18cDhhFvEIh8P4+uuv8fzzz+OWW26BGBX17e664y7MmTMHsixj/uXz4bQ6Ee2JZqyNlC1hNRcKSawvOCE/ZffX//c6/rDoD3ryeaYcNG2ZLMmQ5EQJBm20TrFG46T9W6fWpsoyH4vEIEQEbPp0E2iZLriWjLFYXrnQ1dyF5m+bwdk4OCuccFW6+uzArpWmiIVjiIViiAaj4K08wl1hRLoj6SKYUqvY2z12uKpdsDr7/pBV67GiymVBc3cUq5s6Mb2xsK7dYkBETTb2O7PYLSAQ+kwmewWzLplsiayp+5hx77334t4/3IuTfnoSfn7Kz5MqrP7kqJ/gJ0f9JNGuAiol50RfIzUp0QsFSiICYhIVMY2QZMhP++yzz/rU9NSaUrKkRikomtJH8eQibvosRoDe/737+Ln294jNfEdIFZOuXV1q0cBuCZHuCHZv3A2LwwJnpSpwtMiTIisQIoIuXGLhGISQgFgoZlqt2FjXh2ZUwaj9WV3WgvOUKIrC1FFevP71LqzY0k5EzVBDiAqm3h5Zf7SGVRanhXg/EZLo1c8pPp1t22zihKILi3b09QZ29fyrcfX8q9VdC+zCydamtK6TDF0r+i6pERGT6EgpkelzU2S1jH2SL5eWnAuYdtOZMWD/NjlQ6HnLUdSY5QZGg1FEg1G0bmrN+7gOvwMWhwU2rw0Wh2VAvsf7jfLFRU1Hvx97MCibO+5xxx2HlStXorm5GT6fD0cccQTuvvvufq+gaaRnd09h3k9VrkRxKZPftemP3bDI1PvJ7OaXcnMEVE+T3ryfzJ7U9JsjRZXV6ASjXQKoRKVQo51CRr8nw7wsy2AYBgri85KctF2q/1NMjEESJcTCMdAyrT/tpwmS+HRvFOr9VBQ0wUADlJI8jF+f1rbLJk6MxypR8WEkWwJyWvQLSLMd6S0Kln7CxGufhWsB+UYFB14U9fdoHP2U9MrRpiOkjCOlio2iJPylGJbRzS7FaMKdW5sXo2JB1dyBeGVwGw/ezoOzqbV4eDsPzsINeM2dqaN8AIAvtrSXZRG+shE1hx12GK677jrU1NSgqakJV111FU466SR88MEHxW5aRmLhGKLduXkImVGo95MQFUwFSy4XKWeFE7IoZxxVkrFfPX4uh9+RMPNUEuJCn1YyTzOsWoY8SZAY909ZlnpzsHlsiPRE9O37/Nnl4f2kCSCg/8Pv/UImsWDWlRKfzrSPqWApE3rrcultpJRmoNjXf+JiRkr6hdSutwwJyRRFQaIksDyLur3rYHfYS0aYGFGUhFO35sidNB2T0tZpMBxTsGgx4qpy6aJFEzLF/Lz2qfOAoSk0d0exvTOCOm/fRv0Wm7IRNVdccYU+3dDQgGuuuQYnnHACBEEAx5Vm9Vb9BlEkCgnbSkJh3k/hznBB3k+FeDdpZnn5UrQbtXZzoJFdhOQqTspUeAwUQkQo6GZUiDApmtCNfy/0hGXDsow5QpnW5QgjqRV8eTtfkqMaW7e0YvfG3XlHoPpD1PjqfQiMDoBhSmd0kYaNZzCxxoWvmrqwYks7ETWDQVtbG5544gnMmDEjq6CJRqOIRhNP3F1d5hVsS5YCQsZFjxYUcB8t+hOt8UZg9H1i0j2gJEjokrtAMZTu/WTWxZI6T0RHESj0Yy5mF46hDRRFJZf+T/3OFfl7VfTfby/QNF3Qv4exMCjLs3qhUuM0wzFoWp1eQZuzcaiZWAObu7SFwn6jfHFR04FjJg9cisdAUFaiZsGCBXjggQcQCoVw0EEH4eWXX866/Z133olbbrllkFrX/wxb76eUt2z0aEp98jT6P2nreTsPu9ee0dsp1ZgydRvNLyYXJElC8NsgBEmA29pL7SNCUen3yGk2MZEloma2jRgTIcXMn/4pmgJn5UquCycToZDabV6qEfRcC3zq3lEGd26GY2Bz28A7eLAcmzW/hbNxEMKJaLWnxoOqsVVlUS196igvnvpkC3oixa2qnw9FLb53zTXX4O677866zdq1azFhwgQAwO7du9HW1obNmzfjlltugcfjwcsvv5zxBmoWqamvr8+t+B6A9qb2ghKFrS5rziXTzSgk3M07eMSC+Xfh2Lw2RDojyeHolAu46QiTuMCw++3JZpPZpun05Ta3LTlkXsLs2LEDHR0dqKqqgt0+dKtAlzuSICVqnmTIJcqY1KxFafLojskFUTAXNSzPlo1ztKIoCIVCaG5uhtfrRU1NTbGbZEqkO4LWza0JsWIiXHIdQp+NXd/tQkdTBxiOwYg9R8BZ4eyndzDwROLda9YSqvCea/G9ooqalpYWtLZmH942ZswY8Hx60aJt27ahvr4eH3zwAQ4++OCcztenisIovqhhOEYfzaOROlJEfaHStuHtPOw+e2KflCfG3p4ceTtPqnjmiKIo2LlzJzo6OordFEKZoigKpJikP8RoybXlIGZS8Xq9GDFiRFm2vT9RZAXhrjAsTkvOkV9CZsqionBlZSUqKyvz2ldziTVGYkoNm9cGZ8Bp3pefpE3ShQoA+Op8Az58j1A4FEWhpqYGVVVVEIT8k6MJwxtFUSCEBbAWtmy6mlLhOK4kk1+LAUVTvZbVIPQ/ZZFT8/HHH+PTTz/FzJkz4fP5sGHDBvz2t7/F2LFjc47S5INnhAeuSlfWbbI9jdAMTUTJMIJhGHJBJxSEzVbaCaQEQqlTFqLGbrfj3//+N2666SYEg0HU1NTgqKOOwg033JDRKbY/oJnSq69AIBAIBALBnLIQNfvssw/efvvtYjeDQCAQCARCCUPCEAQCgUAgEIYEZRGp6S+0kQVlV4SPQCAQCIRhjHbf7m3A9rASNd3d3QCA+vr6IreEQCAQCARCX+nu7obH48m4vqh1agYbWZaxfft2uFyunGooaMX6tm7dmlNdG4IK+dzyh3x2+UM+u/whn11+kM8tf/r62SmKgu7ubtTW1qpWFxkYVpEamqYxcuTIPu/ndrvJFzYPyOeWP+Szyx/y2eUP+ezyg3xu+dOXzy5bhEaDJAoTCAQCgUAYEhBRQyAQCAQCYUhARE0WLBYLbrrppgEt8DcUIZ9b/pDPLn/IZ5c/5LPLD/K55c9AfXbDKlGYQCAQCATC0IVEaggEAoFAIAwJiKghEAgEAoEwJCCihkAgEAgEwpCAiBoCgUAgEAhDAiJqcuS4447DqFGjYLVaUVNTgzPPPBPbt28vdrNKnk2bNuH8889HY2MjbDYbxo4di5tuugmxWKzYTSt5fve732HGjBmw2+3wer3Fbk5J8+c//xmjR4+G1WrFgQceiE8++aTYTSoL3n33XRx77LGora0FRVF48cUXi92ksuDOO+/EAQccAJfLhaqqKpxwwgn45ptvit2ssuDBBx/E5MmT9aJ7Bx98MF599dV+Oz4RNTly2GGH4ZlnnsE333yD559/Hhs2bMBJJ51U7GaVPOvWrYMsy3j44Yfx9ddf47777sNDDz2E6667rthNK3lisRhOPvlkXHzxxcVuSknz9NNPY/78+bjpppvwxRdfYN9998WPfvQjNDc3F7tpJU8wGMS+++6LP//5z8VuSlmxbNkyXHLJJfjoo4/w5ptvQhAEHHnkkQgGg8VuWskzcuRI3HXXXfj888/x2Wef4fDDD8fxxx+Pr7/+un9OoBDy4qWXXlIoilJisVixm1J2/P73v1caGxuL3YyyYfHixYrH4yl2M0qW6dOnK5dccok+L0mSUltbq9x5551FbFX5AUB54YUXit2MsqS5uVkBoCxbtqzYTSlLfD6f8ve//71fjkUiNXnQ1taGJ554AjNmzADHccVuTtnR2dkJv99f7GYQhgCxWAyff/45jjjiCH0ZTdM44ogj8OGHHxaxZYThRGdnJwCQ61ofkSQJ//rXvxAMBnHwwQf3yzGJqOkDCxYsgMPhQCAQwJYtW/DSSy8Vu0llx/r163H//ffjl7/8ZbGbQhgC7N69G5Ikobq6Oml5dXU1du7cWaRWEYYTsizj8ssvxyGHHIK999672M0pC1avXg2n0wmLxYKLLroIL7zwAvbaa69+OfawFjXXXHMNKIrK+rdu3Tp9+6uvvhorVqzAG2+8AYZhcNZZZ0EZpgWZ+/rZAUBTUxOOOuoonHzyybjwwguL1PLiks/nRiAQSpdLLrkEX331Ff71r38Vuyllw5577omVK1fi448/xsUXX4yzzz4ba9as6ZdjD2ubhJaWFrS2tmbdZsyYMeB5Pm35tm3bUF9fjw8++KDfwmblRF8/u+3bt2POnDk46KCDsGTJEtD08NTT+XznlixZgssvvxwdHR0D3LryIxaLwW6347nnnsMJJ5ygLz/77LPR0dFBoql9gKIovPDCC0mfIyE78+bNw0svvYR3330XjY2NxW5O2XLEEUdg7NixePjhhws+FtsP7SlbKisrUVlZmde+siwDAKLRaH82qWzoy2fX1NSEww47DPvvvz8WL148bAUNUNh3jpAOz/PYf//98dZbb+k3Y1mW8dZbb2HevHnFbRxhyKIoCi699FK88MILWLp0KRE0BSLLcr/dS4e1qMmVjz/+GJ9++ilmzpwJn8+HDRs24Le//S3Gjh07LKM0faGpqQlz5sxBQ0MDFi5ciJaWFn3diBEjitiy0mfLli1oa2vDli1bIEkSVq5cCQAYN24cnE5ncRtXQsyfPx9nn302pk2bhunTp+MPf/gDgsEgzj333GI3reTp6enB+vXr9fmNGzdi5cqV8Pv9GDVqVBFbVtpccsklePLJJ/HSSy/B5XLp+Vsejwc2m63IrSttrr32Whx99NEYNWoUuru78eSTT2Lp0qV4/fXX++cE/TKGaojz5ZdfKocddpji9/sVi8WijB49WrnooouUbdu2FbtpJc/ixYsVAKZ/hOycffbZpp/bO++8U+ymlRz333+/MmrUKIXneWX69OnKRx99VOwmlQXvvPOO6Xfs7LPPLnbTSppM17TFixcXu2klz3nnnac0NDQoPM8rlZWVyg9+8APljTfe6LfjD+ucGgKBQCAQCEOH4ZvcQCAQCAQCYUhBRA2BQCAQCIQhARE1BAKBQCAQhgRE1BAIBAKBQBgSEFFDIBAIBAJhSEBEDYFAIBAIhCEBETUEAoFAIBCGBETUEAgEAoFAGBIQUUMgEAgEAmFIQEQNgUAoS4499lgcddRRpuuWL18OiqLw5ZdfDnKrCARCMSGihkAglCXnn38+3nzzTWzbti1t3eLFizFt2jRMnjy5CC0jEAjFgogaAoFQlhxzzDGorKzEkiVLkpb39PTg2Wefxfnnn1+chhEIhKJBRA2BQChLWJbFWWedhSVLlsDoy/vss89CkiScdtppRWwdgUAoBkTUEAiEsuW8887Dhg0bsGzZMn3Z4sWLMXfuXHg8niK2jEAgFANKMT7iEAgEQplxyCGHYOzYsfjnP/+J9evXY/z48fj/9uyY1kIgCMPogAxahECHAwSw+CKhoAMLeMEACRi4Lt6GfecomPLLP+d5Rt/3uU8D/pilBvi0lFLs+x7v+8ayLNG2bXRdl/ssIANRA3zaOI5R13Vs2xbrusY0TVFVVe6zgAy8n4DPm+c5juOI53niuq5omib3SUAGlhrg81JKcd93DMMgaOAfs9QAAEWw1AAARRA1AEARRA0AUARRAwAUQdQAAEUQNQBAEUQNAFAEUQMAFEHUAABFEDUAQBFEDQBQhB8cx/GBv+WkzgAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# By defaut, nullclines will be plotted as points, \n", "# while we can set the plot style as the line\n", @@ -486,41 +618,7 @@ "\n", "# show the phase plane figure\n", "pp.show_figure()" - ], - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "I am computing fx-nullcline ...\n", - "I am evaluating fx-nullcline by optimization ...\n", - "I am computing fy-nullcline ...\n", - "I am evaluating fy-nullcline by optimization ...\n", - "I am creating the vector field ...\n", - "I am searching fixed points ...\n", - "I am trying to find fixed points by optimization ...\n", - "\tThere are 866 candidates\n", - "I am trying to filter out duplicate fixed points ...\n", - "\tFound 1 fixed points.\n", - "\t#1 V=-0.2729223248467867, w=0.5338542697669653 is a unstable node.\n", - "I am plotting the trajectory ...\n" - ] - }, - { - "data": { - "text/plain": [ - "
" - ], - "image/png": 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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } - } - ], - "execution_count": 10 + ] }, { "cell_type": "markdown", @@ -533,26 +631,26 @@ }, { "cell_type": "code", + "execution_count": 11, "metadata": { - "scrolled": false, "ExecuteTime": { "end_time": "2025-10-06T03:35:04.222189Z", "start_time": "2025-10-06T03:35:03.938359Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:39.883732Z", + "iopub.status.busy": "2026-07-08T14:15:39.883579Z", + "iopub.status.idle": "2026-07-08T14:15:40.032517Z", + "shell.execute_reply": "2026-07-08T14:15:40.031566Z" + }, + "scrolled": false }, - "source": [ - "runner = bp.DSRunner(model, monitors=['V', 'w'], inputs=['Iext', 0.8])\n", - "runner.run(100.)\n", - "\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, legend='V')\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.w, legend='w', show=True)" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\dynsys.py:325: UserWarning: \n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/dynsys.py:458: UserWarning: \n", "From brainpy>=2.4.3, update() function no longer needs to receive a global shared argument.\n", "\n", "Instead of using:\n", @@ -572,38 +670,32 @@ }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 11, @@ -611,7 +703,13 @@ "output_type": "execute_result" } ], - "execution_count": 11 + "source": [ + "runner = bp.DSRunner(model, monitors=['V', 'w'], inputs=['Iext', 0.8])\n", + "runner.run(100.)\n", + "\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, legend='V')\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.w, legend='w', show=True)" + ] }, { "cell_type": "markdown", @@ -660,20 +758,26 @@ }, { "cell_type": "code", + "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:35:04.293460Z", "start_time": "2025-10-06T03:35:04.229735Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:40.034041Z", + "iopub.status.busy": "2026-07-08T14:15:40.033890Z", + "iopub.status.idle": "2026-07-08T14:15:40.241746Z", + "shell.execute_reply": "2026-07-08T14:15:40.240815Z" } }, + "outputs": [], "source": [ "r1 = bm.arange(0.00, 0.95, 0.01)\n", "r2 = bm.arange(0.95, 1.01, 0.001)\n", "r3 = bm.arange(1.05, 1.50, 0.01)\n", "resolution = bm.concatenate([r1, r2, r3])" - ], - "outputs": [], - "execution_count": 12 + ] }, { "cell_type": "markdown", @@ -740,69 +844,87 @@ }, { "cell_type": "code", + "execution_count": 13, "metadata": { - "scrolled": false, "ExecuteTime": { "end_time": "2025-10-06T03:35:18.062437Z", "start_time": "2025-10-06T03:35:04.298098Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:40.243476Z", + "iopub.status.busy": "2026-07-08T14:15:40.243330Z", + "iopub.status.idle": "2026-07-08T14:15:49.388670Z", + "shell.execute_reply": "2026-07-08T14:15:49.387476Z" + }, + "scrolled": false }, - "source": [ - "analyzer = bp.analysis.Bifurcation2D(\n", - " model,\n", - " target_vars={'V': [-3, 3], 'w': [-3., 3.]},\n", - " target_pars={'Iext': [0., 1.]},\n", - " resolutions={'Iext': 0.002},\n", - ")\n", - "\n", - "# \"num_rank\" specifies the number of initial poinits for\n", - "# fixed point optimization under a set of parameters\n", - "analyzer.plot_bifurcation(num_rank=10)\n", - "\n", - "# show figure\n", - "analyzer.show_figure()" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "I am making bifurcation analysis ...\n", - "I am filtering out fixed point candidates with auxiliary function ...\n", + "I am filtering out fixed point candidates with auxiliary function ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am trying to find fixed points by optimization ...\n", - "\tThere are 5000 candidates\n", - "I am trying to filter out duplicate fixed points ...\n", + "\tThere are 5000 candidates\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am trying to filter out duplicate fixed points ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "\tFound 500 fixed points.\n" ] }, { "data": { + "image/png": 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", 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 13 + "source": [ + "analyzer = bp.analysis.Bifurcation2D(\n", + " model,\n", + " target_vars={'V': [-3, 3], 'w': [-3., 3.]},\n", + " target_pars={'Iext': [0., 1.]},\n", + " resolutions={'Iext': 0.002},\n", + ")\n", + "\n", + "# \"num_rank\" specifies the number of initial poinits for\n", + "# fixed point optimization under a set of parameters\n", + "analyzer.plot_bifurcation(num_rank=10)\n", + "\n", + "# show figure\n", + "analyzer.show_figure()" + ] }, { "cell_type": "markdown", @@ -820,63 +942,81 @@ }, { "cell_type": "code", + "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:35:53.019842Z", "start_time": "2025-10-06T03:35:18.099458Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:15:49.390174Z", + "iopub.status.busy": "2026-07-08T14:15:49.390045Z", + "iopub.status.idle": "2026-07-08T14:16:14.741000Z", + "shell.execute_reply": "2026-07-08T14:16:14.740153Z" } }, - "source": [ - "analyzer = bp.analysis.Bifurcation2D(\n", - " model,\n", - " target_vars=dict(V=[-3, 3], w=[-3., 3.]),\n", - " target_pars=dict(a=[0.5, 1.], Iext=[0., 1.]),\n", - " resolutions={'a': 0.01, 'Iext': 0.01},\n", - ")\n", - "analyzer.plot_bifurcation(num_rank=10, tol_aux=1e-9)\n", - "analyzer.show_figure()" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "I am making bifurcation analysis ...\n", - "I am filtering out fixed point candidates with auxiliary function ...\n", + "I am filtering out fixed point candidates with auxiliary function ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am trying to find fixed points by optimization ...\n", - "\tThere are 50000 candidates\n", - "I am trying to filter out duplicate fixed points ...\n", + "\tThere are 50000 candidates\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am trying to filter out duplicate fixed points ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "\tFound 4997 fixed points.\n" ] }, { "data": { + "image/png": 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", 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 14 + "source": [ + "analyzer = bp.analysis.Bifurcation2D(\n", + " model,\n", + " target_vars=dict(V=[-3, 3], w=[-3., 3.]),\n", + " target_pars=dict(a=[0.5, 1.], Iext=[0., 1.]),\n", + " resolutions={'a': 0.01, 'Iext': 0.01},\n", + ")\n", + "analyzer.plot_bifurcation(num_rank=10, tol_aux=1e-9)\n", + "analyzer.show_figure()" + ] }, { "cell_type": "markdown", @@ -912,12 +1052,20 @@ }, { "cell_type": "code", + "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:35:53.318894Z", "start_time": "2025-10-06T03:35:53.310140Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:14.743030Z", + "iopub.status.busy": "2026-07-08T14:16:14.742877Z", + "iopub.status.idle": "2026-07-08T14:16:14.746908Z", + "shell.execute_reply": "2026-07-08T14:16:14.746139Z" } }, + "outputs": [], "source": [ "a = 1.\n", "b = 3.\n", @@ -942,9 +1090,7 @@ "@bp.odeint\n", "def int_z(z, t, x):\n", " return r * (s * (x - x_r) - z)" - ], - "outputs": [], - "execution_count": 15 + ] }, { "cell_type": "markdown", @@ -955,65 +1101,83 @@ }, { "cell_type": "code", + "execution_count": 16, "metadata": { - "scrolled": false, "ExecuteTime": { "end_time": "2025-10-06T03:36:24.548605Z", "start_time": "2025-10-06T03:35:53.495762Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:14.748283Z", + "iopub.status.busy": "2026-07-08T14:16:14.748145Z", + "iopub.status.idle": "2026-07-08T14:16:32.591868Z", + "shell.execute_reply": "2026-07-08T14:16:32.591020Z" + }, + "scrolled": false }, - "source": [ - "analyzer = bp.analysis.FastSlow2D(\n", - " [int_x, int_y, int_z],\n", - " fast_vars={'x': [-3, 3], 'y': [-10., 5.]},\n", - " slow_vars={'z': [-5., 5.]},\n", - " pars_update={'Isyn': 0.5},\n", - " resolutions={'z': 0.01}\n", - ")\n", - "analyzer.plot_bifurcation(num_rank=20)\n", - "analyzer.show_figure()" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "I am making bifurcation analysis ...\n", - "I am filtering out fixed point candidates with auxiliary function ...\n", + "I am filtering out fixed point candidates with auxiliary function ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "I am trying to find fixed points by optimization ...\n", - "\tThere are 20000 candidates\n", - "I am trying to filter out duplicate fixed points ...\n", + "\tThere are 20000 candidates\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "I am trying to filter out duplicate fixed points ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "\tFound 1156 fixed points.\n" ] }, { "data": { + "image/png": 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", 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wnDt3rka/WVlZyM7+3+jS/v374eLigo4dO9Zo27lzZ6hUKmRlZSEsLKzaS6fTNfp3i4iIwNGjR1FcXGzctmfPHmMdWq0Wbdq0QVJSknH/9evXcejQIavXZmscqSEiIpsJ1gRjQd8FmLd3HiRIEBDGnwv6LkCQJsji50xKSsIvv/yCv/zlLwgICEBSUhJyc3MREREB4MbVRVu3bkV6ejr8/Pyg1WoRHh6OrKwsrFy5EnfffTd+/PHHGgtrAcDDwwOxsbFYvHgx9Ho9pkyZgtGjR9eYegJuLDyeMWMGpk2bBoPBgHvvvRcFBQXYs2cPNBoNYmNjG/X7jR07FvPmzUNsbCzmz5+P3NxcvPzyy3j66afRqlUrAMArr7yCd999F+Hh4ejUqRM++OADXLt2zeq12RpDDRER2dTwsOHoEdAD6zPWG+9TMzJ8pFUCDQBoNBrs3LkTS5cuhV6vR3BwMN5//30MHToUADBx4kQkJiYiKioKRUVF2L59Ox555BFMmzYNkydPRnl5OR588EHMnTsX8+fPr9Z3WFgYRo4ciWHDhuHq1at46KGH8Mknn9Ray1tvvQV/f38sXLgQv//+O3x8fNCjRw+8/vrrjf79PD09sXXrVrzyyiu4++674enpicceewwffPCBsc2rr76KnJwcxMbGwsXFBePHj8eIESOqXX5ujdpsTRJCmB4HVCC9Xg+tVouCgoIai72IiKhuZWVlyMzMRGhoKDw8POQuhxSmrr8vc7+/uaaGiIiIFIGhhoiIiBSBoYaIiIgUgaGGiIiIFIGhhoiIiBSBoYaIiIgUgaGGiIiIFIGhhoiIiBSBoYaIiIgUgaGGiIioEebPn49u3brV2WbcuHEYPnx4k85TUlKCxx57DBqNBpIkVXtmE1XHUENERE7NEsHDmuLj47Fr1y7s3bsXOTk50Gq1cpdkt/hASyIisrlrl0qQtjcHhVdK4e2nRkTfNvBp5Sl3WXbpzJkziIiIwF133SV3KXaPIzVERGRTaXuz8d38/Tiy7RxOH7qMI9vO4bv5+5G2N8dq51y7di26dOkCtVoNPz8/DBo0CMXFxZg/fz7i4+OxceNGSJIESZKQmJgIAJg1axY6dOgAT09PtGvXDnPnzkVlZWWNvlesWAGdTgdPT0+MHj262pOvb2cwGLBw4UKEhoZCrVYjMjISa9eurbV9dHQ03n//fezcuROSJCE6OhoAkJ+fj2eeeQa+vr7w9PTE0KFDkZGRUe3YPXv2IDo6Gp6envD19UVMTAzy8/MBACEhIVi6dGm19t26dTM+hVwIgfnz5yMoKAgqlQqBgYGYMmVKPZ+y/DhSQ0RENnPtUgm2f30SQgAQf2788+f2r9PQJkwLnwDLjtjk5ORgzJgxeO+99zBixAgUFhZi165dEEJgxowZSEtLg16vx1dffQUAaNGiBQDA29sbcXFxCAwMxPHjxzFx4kR4e3vjtddeM/Z9+vRprF69Gj/88AP0ej0mTJiAl156Cd9++63JWhYuXIhvvvkGn376KcLDw7Fz50489dRT8Pf3R//+/Wu0X79+PWbPno0TJ05g/fr1cHd3B3BjyiwjIwPff/89NBoNZs2ahWHDhiE1NRVubm5ISUnBwIEDMX78eHz44Ydo1qwZtm/fjqqqKrM+s3Xr1mHJkiVYuXIl7rzzTly8eBFHjx5t0OcuB4YaIiKymbS9OYCE/wWaW0lA2p4c9BnR3qLnzMnJwfXr1zFy5EgEBwcDALp06WLcr1arUV5ejtatW1c77m9/+5vxn0NCQjBjxgysXLmyWqgpKyvDv//9b9xxxx0AgGXLluHBBx/E+++/X6O/8vJyvPPOO/j555/Rp08fAEC7du2we/durFixwmSoadGiBTw9PeHu7m7s72aY2bNnD/r27QsA+Pbbb6HT6bBhwwaMGjUK7733HqKiovDJJ58Y+7rzzjvN/syysrLQunVrDBo0CG5ubggKCsI999xj9vFy4fQTERHZTOGVUtOBBgDEn/stLDIyEgMHDkSXLl0watQofP7558ZpmLqsWrUK/fr1Q+vWreHl5YW//e1vyMrKqtYmKCjIGGgAoE+fPjAYDEhPT6/R3+nTp1FSUoLBgwfDy8vL+Pr3v/+NM2fOmP37pKWloVmzZujVq5dxm5+fHzp27Ii0tDQAMI7UNNaoUaNQWlqKdu3aYeLEiUhISMD169cb3Z+tMNQQEZHNePupb4zUmCL9ud/CXF1dsW3bNmzevBmdO3fGsmXL0LFjR2RmZtZ6zL59+zB27FgMGzYMmzZtwpEjR/DGG2+goqKi0XUUFRUBAH788UekpKQYX6mpqXWuq2kMtbruz9HFxQVCVE+Xt64X0ul0SE9PxyeffAK1Wo2XXnoJ999/v8k1RfaEoYaIiGwmom+bOkdqIvq1scp5JUlCv379sGDBAhw5cgTu7u5ISEgAALi7u9dYa7J3714EBwfjjTfeQFRUFMLDw3Hu3Lka/WZlZSE7O9v4fv/+/XBxcUHHjh1rtO3cuTNUKhWysrIQFhZW7aXT6cz+XSIiInD9+nUkJSUZt125cgXp6eno3LkzAKBr16745Zdfau3D398fOTn/W5it1+trhDy1Wo2HH34YH330ERITE7Fv3z4cP37c7Drl4DChZuHChbj77rvh7e2NgIAADB8+3OTwHhER2S+fVp4Y8HQEJAmQXKQ/fwKSBAx4OsLii4QBICkpCe+88w4OHjyIrKwsrF+/Hrm5uYiIiABwY73MsWPHkJ6ejry8PFRWViI8PBxZWVlYuXIlzpw5g48++sgYgm7l4eGB2NhYHD16FLt27cKUKVMwevToGutpgBsLj2fMmIFp06YhPj4eZ86cweHDh7Fs2TLEx8eb/fuEh4fj0UcfxcSJE7F7924cPXoUTz31FO644w48+uijAIA5c+YgOTkZL730Eo4dO4aTJ09i+fLlyMvLAwA88MAD+Prrr7Fr1y4cP34csbGxcHV1NZ4jLi4OX3zxBU6cOIHff/8d33zzDdRqtXFNkt0SDiImJkZ89dVX4sSJEyIlJUUMGzZMBAUFiaKiIrP7KCgoEABEQUGBFSslIlKm0tJSkZqaKkpLS5vcV/6lYrF3/Wmx9fPjYu/60yL/UrEFKjQtNTVVxMTECH9/f6FSqUSHDh3EsmXLjPsvX74sBg8eLLy8vAQAsX37diGEEDNnzhR+fn7Cy8tLPPHEE2LJkiVCq9Uaj5s3b56IjIwUn3zyiQgMDBQeHh7i8ccfF1evXjW2iY2NFY8++qjxvcFgEEuXLhUdO3YUbm5uwt/fX8TExIgdO3bUWv8rr7wi+vfvX23b1atXxdNPPy20Wq1Qq9UiJiZGnDp1qlqbxMRE0bdvX6FSqYSPj4+IiYkR+fn5Qogb34dPPPGE0Gg0QqfTibi4OBEZGSnmzZsnhBAiISFB9OrVS2g0GtG8eXPRu3dv8fPPP5v/oTdCXX9f5n5/S0KI2gYC7Vpubi4CAgKwY8cO3H///WYdo9frodVqUVBQAI1GY+UKiYiUpaysDJmZmQgNDYWHh4fc5ZDC1PX3Ze73t8Ne0n3z5kY37ydgSnl5OcrLy43v9Xq91esiIiIieTjMmppbGQwGTJ06Ff369avzttELFy6EVqs1vhqyEIuIiIgci0OGmkmTJuHEiRNYuXJlne3mzJmDgoIC4+v8+fM2qpCIiIhszeGmnyZPnoxNmzZh586daNu2bZ1tVSoVVCqVjSojIiIiOTlMqBFC4OWXX0ZCQgISExMRGhoqd0lERERkRxwm1EyaNAnfffcdNm7cCG9vb1y8eBEAoNVq671zIhERESmfw6ypWb58OQoKChAdHY02bdoYX6tWrZK7NCIiIrIDDjNS46C30yEiIiIbcZiRGiIiIqK6MNQQERHJSJIkbNiwodb9Z8+ehSRJSElJadJ5NmzYgLCwMLi6umLq1KlN6steMdQQERE1kaWChzU9//zzePzxx3H+/Hm89dZbcpdjFQ6zpoaIiJSjMq8UJQcv4np+OZr5quAZ1RpuLXklq7UUFRXh8uXLiImJQWBgoNzlWA1HaoiIyKaKD17EpfcPonDnHyg9lovCnX/g0vsHUXzwktXOGRISgqVLl1bb1q1bN8yfP9/4XpIk/Otf/8KIESPg6emJ8PBwfP/998b9+fn5GDt2LPz9/aFWqxEeHo6vvvoKAIz3TuvevTskSUJ0dDQAIDk5GYMHD0bLli2h1WrRv39/HD58uEZ9OTk5GDp0KNRqNdq1a4e1a9fW+fucOHECQ4cOhZeXF1q1aoWnn34aeXl5JtsmJibC29sbAPDAAw9AkiQkJiYCANatW4c777wTKpUKISEheP/996sdW15ejlmzZkGn00GlUiEsLAxffPEFACAuLg4+Pj7V2m/YsAGSJBnfHz16FAMGDIC3tzc0Gg169uyJgwcP1vm7NQVDDRER2UxlXiny12UAAoAB1X7mrzuF63mlsta3YMECjB49GseOHcOwYcMwduxYXL16FQAwd+5cpKamYvPmzUhLS8Py5cvRsmVLAMCBAwcAAD///DNycnKwfv16AEBhYSFiY2Oxe/du7N+/H+Hh4Rg2bBgKCwurnXfu3Ll47LHHcPToUYwdOxZPPvkk0tLSTNZ47do1PPDAA+jevTsOHjyILVu24NKlSxg9erTJ9n379kV6ejqAGyEmJycHffv2xaFDhzB69Gg8+eSTOH78OObPn4+5c+ciLi7OeOwzzzyD//znP/joo4+QlpaGFStWwMvLy+zPc+zYsWjbti2Sk5Nx6NAhzJ49G25ubmYf31CcfiIiIpspOXgRkHAjzNxOujGKox0i3x3jx40bhzFjxgAA3nnnHXz00Uc4cOAAhgwZgqysLHTv3h1RUVEAboz+3OTv7w8A8PPzQ+vWrY3bH3jggWr9f/bZZ/Dx8cGOHTvw0EMPGbePGjUKf/3rXwEAb731FrZt24Zly5bhk08+qVHjP//5T3Tv3h3vvPOOcduXX34JnU6HU6dOoUOHDtXau7u7IyAgAADQokULY30ffPABBg4ciLlz5wIAOnTogNTUVCxatAjjxo3DqVOnsHr1amzbtg2DBg0CALRr187cjxIAkJWVhZkzZ6JTp04AgPDw8AYd31AcqSEiIpu5nl9uOtAAgPhzv4y6du1q/OfmzZtDo9Hg8uXLAIAXX3wRK1euRLdu3fDaa69h79699fZ36dIlTJw4EeHh4dBqtdBoNCgqKkJWVla1dn369KnxvraRmqNHj2L79u3w8vIyvm6GhjNnzpj9u6alpaFfv37VtvXr1w8ZGRmoqqpCSkoKXF1d0b9/f7P7vN306dPx17/+FYMGDcK7777boPoag6GGiIhsppmv6sZIjSnSn/utwMXFpcZNXCsrK2u0u31qRJIkGAwGAMDQoUNx7tw5TJs2DdnZ2Rg4cCBmzJhR53ljY2ORkpKCDz/8EHv37kVKSgr8/PxQUVHR6N+lqKgIDz/8MFJSUqq9MjIycP/99ze639vV9wgicz7T+fPn47fffsODDz6IX3/9FZ07d0ZCQoLFaqxRk9V6JiIiuo1nVOs6R2qaR7WuZWfT+Pv7Iycnx/her9cjMzOzUf3Exsbim2++wdKlS/HZZ58BuDHFAwBVVVXV2u/ZswdTpkzBsGHDjAtyTS3o3b9/f433ERERJmvo0aMHfvvtN4SEhCAsLKzaq3nz5mb/LhEREdizZ0+Nejt06ABXV1d06dIFBoMBO3bsMHm8v78/CgsLUVxcbNxm6pL2Dh06YNq0afjpp58wcuRI4+Jqa2CoISIim3FrqYbvYx1ujNa4oNpP38c6oJmVLut+4IEH8PXXX2PXrl04fvw4YmNj4erq2qA+3nzzTWzcuBGnT5/Gb7/9hk2bNhmDR0BAANRqtXHRbkFBAYAba0i+/vprpKWlISkpCWPHjjU5ArJmzRp8+eWXOHXqFObNm4cDBw5g8uTJJuuYNGkSrl69ijFjxiA5ORlnzpzB1q1b8eyzz9YIVXV59dVX8csvv+Ctt97CqVOnEB8fj3/+85/G0aeQkBDExsZi/Pjx2LBhAzIzM5GYmIjVq1cDAHr16gVPT0+8/vrrOHPmDL777rtqi4xLS0sxefJkJCYm4ty5c9izZw+Sk5NrDWsWIZxIQUGBACAKCgrkLoWIyOGUlpaK1NRUUVpa2uS+KnNLxLXNv4u879LEtc2/i8rcEgtUWLuCggLxxBNPCI1GI3Q6nYiLixORkZFi3rx5xjYAREJCQrXjtFqt+Oqrr4QQQrz11lsiIiJCqNVq0aJFC/Hoo4+K33//3dj2888/FzqdTri4uIj+/fsLIYQ4fPiwiIqKEh4eHiI8PFysWbNGBAcHiyVLllQ778cffywGDx4sVCqVCAkJEatWrTLuz8zMFADEkSNHjNtOnTolRowYIXx8fIRarRadOnUSU6dOFQaDweTvn5+fLwCI7du3V9u+du1a0blzZ+Hm5iaCgoLEokWLqu0vLS0V06ZNE23atBHu7u4iLCxMfPnll8b9CQkJIiwsTKjVavHQQw+Jzz77TNyMFuXl5eLJJ58UOp1OuLu7i8DAQDF58uRa/37q+vsy9/tbEsJ5nhSp1+uh1WpRUFAAjUYjdzlERA6lrKwMmZmZCA0NhYeHh9zlkMLU9fdl7vc3p5+IiIhIERhqiIiISBEYaoiIiEgRGGqIiIhIERhqiIioQZzo+hKyIUv8XTHUEBGRWW7ebbekpETmSkiJbv5dNeWBl3ygJRERmcXV1RU+Pj7GZyF5enpCkmp75gGReYQQKCkpweXLl+Hj49PgmyLeiqGGiIjMdvMJzzeDDZGl+Pj4VHvCeWMw1BARkdkkSUKbNm0QEBBg8oGQRI3h5ubWpBGamxhqiIiowVxdXS3yJURkSVwoTERERIrAUENERESKwOmnWpRm5OPa+gxU5ZfX3shFgqufB3weaQ91uK/tiiMiIqIaGGpMuLo2HSUHzVjZbxCoyi3FlS9O1N6GwYeIiMgmGGpuU5qRb16gMZcZwUdSuULV0Rfav4TAraXacucmIiJyIgw1tyncds7m5xTlVSg7loeyY3mmG3C0h4iIqF4MNbep0lfIXUJNHO0hIiKqF0PNbVw17qi6VsfiYDtV32gPQw8RESkdQ81tvAcH173w10FxiouIiJSOoeY26nBfeEa1QsnBS3KXYlv1THFxpIeIiOwdQ40JLR7vAM9If+QnZKDqquNNRVkDp7eIiMjeSUIIIXcRtqLX66HValFQUACNRtOkvsoy8nHt+zO4nltqoeoUjFNbRETUBOZ+fzPUWFFZRj5He+ojAa6+HvAZEcbAQ0REJjHUmGDrUFOf63mlKPjpLErTrgCVTvOvoWFcJajCfODzcHtOaxEROSmGGhPsLdSYg6M9deC0FhGRU2CoMcERQ019ONpTCwYeIiLFYKgxQYmhpj4MPTXxSi0iIsdi7vc3L+lWuGYt1fD7v4g62zjblVy1Xp7uArj6qTm6Q0TkoDhSQ3UyjvScvApUGOQuRz5csExEJBtOP5nAUGN5Th96uHaHiMjqGGpMYKixPePUVl4p4DR/aTdw7Q4RkWUw1JjAUGNfnDXwMOwQETUMQ40JDDWOwxmntRh2iIhM49VP5NDqu2qr+NBF5P+YCZRct2FV1mXyqiyu2SEiMhtHakhxnOEuzJK7C1SdWnBUh4icgiKnn3bu3IlFixbh0KFDyMnJQUJCAoYPH2728Qw1zs0ZprQ4hUVESqTI6afi4mJERkZi/PjxGDlypNzlkIOpa0pLKYuWOYVFRM7MoUZqbiVJUr0jNeXl5Sgv/98UhF6vh06n40gNmU2xozsS4OrrAZ8RYQw6RGT3FDlS01ALFy7EggUL5C6DHFh9ozsOu3ZHAFVXy3DlixPVNnP6iogcGUdqiCxMUaM7nLoiIjvAkRoAKpUKKpVK7jLIydQ2uuOQYccgUJVbWn1Eh0GHiOyUokMNkT2pLew43CJlBh0islMMNUQy8wj3RetXo2psd6iwYyLoSOpm0D4YCq+o1jIWRkTOxKFCTVFREU6fPm18n5mZiZSUFLRo0QJBQUEyVkZkeabCjiNNYYnS67i2NgPX1mbc2MDRHCKyModaKJyYmIgBAwbU2B4bG4u4uLh6j+fN90ipHGpU5xYczSEicyjyjsJNxVBDzsbRwg4vKSciUxhqTGCoIXKwoOMqQRXmA5+H2zPkEDkxhhoTGGqITLueV4r8H86gPCMfsOOlOhzJIXJODDUmMNQQmc8RRnQYcoicA0ONCQw1RE1TfOgi8n/MBEquy11KTRLg2lLNq6uIFIihxgSGGiLLs9sRHV5CTqQYDDUmMNQQWZ+9hhzJ3QWqTi04VUXkgBhqTGCoIZKH3QUdTlURORSGGhMYaojsg72FHN4EkMi+MdSYwFBDZJ/s6fEPvKKKyP6Y+/3tUM9+IiJluv0J5nKGHFFehbJjeSg7lgc0k+DR2Y8Bh8hBMNQQkd2xm5BzXfwv4Li7wOeR9pyiIrJjnH4iIocj95ocTlER2RbX1JjAUEOkTHKGHBdvN/iO7sirqIisiKHGBIYaIudQlpGP/IQMVF0tt91JJUDVwZcP3ySyAoYaExhqiJyPLOtxuMCYyKJ49RMREWouOjZOVeWWWu+ktyww5vQUke1wpIaInJZNAs5NLhI87uLoDVFjcPrJBIYaIqqNcZrqtytAlXX/s+jW1gstnuzEcENkJoYaExhqiMgcxoBzPM+qV1Mx3BCZh6HGBIYaImooW0xRcd0NUd0YakxgqCGiprD6CI6HK/zGRjDcEN2GocYEhhoispSyjHxcWXkSovi6xft28VXBf0IXTksR/YmhxgSGGiKyNGsuMOaaG6IbGGpMYKghImuy1vRU83vvgO9D7SzXIZGDYagxgaGGiGylLCMfV75NgyirskyH7i7we7oz19uQU2KoMYGhhohsrSwjH1dXp8NQWGmR/rjehpwRQ40JDDVEJJfreaW4svIkKv8oskh/mpgQaAboLNIXkb3js5+IiOxIs5ZqtJrc/X/rbo7lNak//dazqLxSCr/HO1ioQiLHx5EaIiKZXPvxdxTtutCkPlw07vB/riuno0jRzP3+drFhTUREdAufB9uh9YwouLX1anQfBn0FLi0+CP328xasjMgxMdQQEcno5rRUU8ONfutZXFl7yoKVETkehhoiIjtwa7hx9VU1qo/Sg5dwaXmKZQsjciAMNUREdqRZSzXazLoHLSfcBbhJDT6+8lwhLi47bIXKiOwfQw0RkR3yCPdF27fuhVuId4OPvX6hGJc+TbF8UUR2jqGGiMiOtXqhG7zuu6PBx1WeLcRVrrEhJ8NQQ0Rk525eJeWicWvQcSUHL0GfyKuiyHkw1BAROYBmLdUIfL03PKNamX2MAKDfchbX80qtVxiRHWGoISJyIC0e7wDNkBCz2koAhBA49/lxq9ZEZC8YaoiIHIwmWofWM6LMvjrK/VoZUhIyrFwVkfwYaoiIHFCzlmq0eqVnve0k6UbwubrjAq5dLrF2WUSyYqghInJQbi3V0MSEALixfqYuni4Stn990uo1EcmJoYaIyIFpBujQ/M9Lvmt7PrEAUGIQyM64xtEaUjSGGiIiB+f7YDu49wwAUDPYCCEgAciqMAAAR2tI0RhqiIgUoNWojvjDyx3AjSAjhIDhz4BzpLQKxTcyDUdrSNEYaoiIFCLiua74pfA6MsoNuFApcLrcgF8Kr+N8RfXRm7Q9OTJVSGRdzeQugIiILMOnlSe07X2QlnGtznZXLhTapiAiG+NIDRGRggx4qlO9bcqKr9ugEiLbc7hQ8/HHHyMkJAQeHh7o1asXDhw4IHdJRER2w6eVJ/zu8KqzjYdXw54hReQoHCrUrFq1CtOnT8e8efNw+PBhREZGIiYmBpcvX5a7NCIiuxF8l9+NZySYIGDAFXW2bQsispEGh5rt27fXum/FihVNKqY+H3zwASZOnIhnn30WnTt3xqeffgpPT098+eWXVj0vEZEjiejbBgAgbrsln/hzy78qFyNLnyVDZUTW1eBQM2TIEMycOROVlZXGbXl5eXj44Ycxe/ZsixZ3q4qKChw6dAiDBg0ybnNxccGgQYOwb98+k8eUl5dDr9dXexERKZ1PK09cv/88BAQMqIIBBhhQBQGBHe3/g0L1FazPWC93mUQW16iRmoSEBNx9991ITU3Fjz/+iLvuugt6vR4pKSlWKPGGvLw8VFVVoVWrVtW2t2rVChcvXjR5zMKFC6HVao0vnU5ntfqIiOzJhcDfsKrbQqQE/oozfkeQEvgrVnb7O9IDDkBAILuIU1CkPA2+pLtv375ISUnBCy+8gB49esBgMOCtt97Ca6+9Znxwmr2YM2cOpk+fbnyv1+sZbIjIKRQUeeGaRx4OBG+qsU+ChECvQBmqIrKuRt2n5tSpUzh48CDatm2L7OxspKeno6SkBM2bN7d0fUYtW7aEq6srLl26VG37pUuX0Lp1a5PHqFQqqFQqq9VERGSPMvOK8XNSMNTtBIQAbv3/TSEAAwRGho+Ur0AiK2nw9NO7776LPn36YPDgwThx4gQOHDiAI0eOoGvXrrWubbEEd3d39OzZE7/88otxm8FgwC+//II+ffpY7bxERI5m9cHzMFS2RFnOYwAkCOECIW78BCT01ryAIE2Q3GUSWVyDR2o+/PBDbNiwAUOHDgUA3HXXXThw4ABef/11REdHo7y83OJF3jR9+nTExsYiKioK99xzD5YuXYri4mI8++yzVjsnEZGj2X7yMoQArhdEobgkBG4+B+Hilg9DpS8qr0XhevvOcpdIZBUNDjXHjx9Hy5Ytq21zc3PDokWL8NBDD1msMFOeeOIJ5Obm4s0338TFixfRrVs3bNmypcbiYSIiZ5WZV4yTF//3GARR2RIVuUOqtckvqbB1WUQ20eBQc3uguVX//v2bVIw5Jk+ejMmTJ1v9PEREjmj1wfP1tvH1dLdBJUS251B3FCYiorptPWH6Fhe36tja2waVENkeQw0RkUJ8vP00fs8rrrfdE1G8tQUpE0MNEZECZOYVY9HW9HrbRbT2RkhL691+g0hODDVERAowe90xs9pFdwqwciVE8mGoISJycJl5xUjKvGpWW049kZIx1BARObhnvkgyq13v0BaceiJFY6ghInJgb29Kxfn8UrPavvtYVytXQyQvhhoiIgeVmVeMf+3ONKvtrCEdOUpDisdQQ0TkoF785pBZ7bq11eLF6DArV0MkP4YaIiIH9Pam1GqPQ6jL0ie7W7kaIvvAUENE5GDe3pRq9rTTc/eFctqJnAZDDRGRA/l4+2mzA423yhWvP8gncpPzYKghInIQ5t41+KblT/W0YjVE9oehhojIQYz5bL/Zbdu1bI57w/2tWA2R/WGoISJyAA9/tAsX9WVmt/9y3N1WrIbIPjHUEBHZuYc/2oXj2Xqz2/OeNOSsGGqIiOzYqOV7GxRonrsvlPekIafFUENEZKdmrjmK5HP5Zrd/7r5QXu1ETo2hhojIDr229ijWHPrD7PZPRLVloCGn10zuAoiIqLpRy/c2aITmnhBf/OPxSCtWROQYGGqIiOxIQxcFd71Dg9Uv9LViRUSOg9NPRER2oqGBpqWXO75/+T4rVkTkWBhqiIjsQEMDDQCs5QgNUTWcfiIiklFmXjFGLd+DvOLKBh3He9EQ1cRQQ0Qkk9UHz+O1tccafBzvRUNkGkMNEZEMMvOKGxVoZg3pyEBDVAuGGiIiGYz+dG+D2vt7uWPNC3055URUB4YaIiIbaswamq53aHiVE5EZGGqIiGzkk+2n8d7W9AYdw0BDZD6GGiIiG3h7Uyr+tTuzQccw0BA1DO9TQ0RkZQw0RLbBkRoiIit6be1RrD5o/oMpAQYaosZiqCEispJnvkjCzoy8Bh3DQEPUeJx+IiKygplrjjLQENkYQw0RkYW9vSkVaw41bMrpnmBfBhqiJuL0ExGRBTVmDc0TUW3xj8cjrVQRkfNgqCEispBRy/ci+Vx+g4557r5QvP5gZytVRORcGGqIiCzg4Y924Xi2vkHHMNAQWRbX1BARNREDDZF9YKghImoCBhoi+8FQQ0TUSAw0RPaFoYaIqBFGLd/LQENkZ7hQmIiogWauOdrgq5xmDemIF6PDrFQREQEMNUREDdLQG+v5e7ljzQt9EdKyuRWrIiKAoYaIyGwNfdo2H3tAZFtcU0NEZAYGGiL7x1BDRFSPhgaall7uDDREMmCoISKqw8fbTzco0ADA2hf6WqkaIqqLw4Sav//97+jbty88PT3h4+MjdzlE5AQy84qxaGt6g46ZNaQjFwUTycRhQk1FRQVGjRqFF198Ue5SiMhJjPlsf4PaP3dfKC/bJpKRw1z9tGDBAgBAXFycvIUQkVN4+ov9uKgvM7s9b6xHJD+HCTWNUV5ejvLycuN7vb5hd/8kIue0KyMXuzKumN2egYbIPjjM9FNjLFy4EFqt1vjS6XRyl0REDuClbw+b3ZaBhsh+yBpqZs+eDUmS6nydPHmy0f3PmTMHBQUFxtf58+ctWD0RKdHbm1JRWHbdrLYMNET2Rdbpp1dffRXjxo2rs027du0a3b9KpYJKpWr08UTkXDLzis2+fPuJqLYMNER2RtZQ4+/vD39/fzlLICIyeuaLJLPatdao8I/HI61cDRE1lMMsFM7KysLVq1eRlZWFqqoqpKSkAADCwsLg5eUlb3FE5PDe3pSK8/mlZrVd+VwfK1dDRI3hMKHmzTffRHx8vPF99+7dAQDbt29HdHS0TFURkRI0ZNrpuftCeXM9IjslCSGE3EXYil6vh1arRUFBATQajdzlEJGdeGLFPiRlXq23nc5XjV2zHrBBRUR0K3O/vxV9STcRUX0y84rNCjQA8PWEXlauhoiagqGGiJza7HXHzGrHaSci+8dQQ0ROy9xRGp2vmpdvEzkAhhoiclqf7/zdrHacdiJyDAw1ROS0fk67VG+b3qEtOO1E5CAYaojIKWXmFeNyYXm97d59rKsNqiEiS2CoISKntPpg/c+C4ygNkWNhqCEip5R+sbDeNhylIXIsDDVE5JTySyrq3B/UQs1RGiIHw1BDRE7Jx9O9zv1hAd42qoSILIWhhoicUqfW3pAk0/skCejYmqGGyNEw1BCRUxodpYMEQHLLg7v/FngE/gfu/lsgueVBAvBElE7uEomogRzmKd1ERJYU2rI5xjxwERsvfAhAAiAASHD324FH75jK9TREDogjNUTklM7pz2FTzkeQJAFJMlT7uSnnQ2Tps+QukYgaiKGGiJxSQkYChBAm9wkhsD5jvY0rIqKmYqghIqeUkZ8BgVpCDQQy8jNsXBERNRVDDRE5pWvl1+rc/3uBeQ+7JCL7wVBDRE7Jx8Onzv1/FP3BdTVEDoahhoicUrhPeL1tZu+cbYNKiMhSGGqIyCmNCB9Rb5vjV47ji+Nf2KAaIrIEhhoickrBmmD4q/3rbbf08FJOQxE5CIYaInJa/XX9zWo3fst4K1dCRJbAUENETmvcnePManep9BJiN8datxgiajKGGiJyWsGaYES1ijKr7eHLhzFvzzwrV0RETcFQQ0RObX7f+Wa3XX96PRYnL7ZeMUTUJAw1ROTUgjXBmNpjqtnt41PjGWyI7BRDDRE5vQldJmBE+/ov8b6JwYbIPjHUEBEB+H/3/j90D+hudvv41Hi8uftNK1ZERA3FUENE9Kd/D/03Wnm2Mrt9wpkEDFozCOf056xYFRGZi6GGiOgWX8Q07A7Cl0ou4aGEhzgdRWQHGGqIiG4RrAlGbOeG35MmPjWeozZEMmOoISK6zYy7Z6BvYN8GH8dRGyJ5MdQQEZmwYvAKjAwb2ahjOWpDJA+GGiKiWizot6BB97C51c1RmzGbxjDcENkIQw0RUR0mdJmAH0f8iFZq86+KutWJKycYbohshKGGiKgeQZog/Dz6Z/QI6NHoPm6Gm8c2PsZwQ2QlDDVERGaKHxpv9pO9a3Pq2imO3BBZiSSEEHIXYSt6vR5arRYFBQXQaDRyl0NEDipLn4XxW8bjUumlJvfV0qMl/n7f3xt1tRWRszD3+5sjNUREDXRzOqqpozYAkFeWh+e3PY8ha4dw5IaoiRhqiIga6dWoV/HjiB/RtnnbJvd1ofgCHkp4CANWDcDe7L0WqI7I+XD6iYjIAvZn78fUxKkoriy2SH8SJIRoQzD7ntmcmiKnZ+73N0MNEZEFvX/wfcT9FmfRPptJzTAoeBAmd5+MYE2wRfsmcgQMNSYw1BCRLWTpszB752wcv3Lc4n2rXdWY02sORoSPsHjfRPaKocYEhhoisqUsfRambZ+GU9dOWaX/UG0op6fIKTDUmMBQQ0RysObIDcD1N6R8DDUmMNQQkZyy9Fn45+F/4qesn1AlqqxyDgkS7r3jXsy6ZxbX35BiMNSYwFBDRPZif/Z+vLrjVegr9FY7B2/sR0rBUGMCQw0R2Zv92fsxbfs0FF0vsup5XCVXBGmCOEVFDklRdxQ+e/YsJkyYgNDQUKjVarRv3x7z5s1DRUWF3KURETVJ78De2Dd2Hz4f/DlCNaFWO0+VqEJmQSae3/Y8usR3wdB1Q3mTP1KcZnIXYI6TJ0/CYDBgxYoVCAsLw4kTJzBx4kQUFxdj8eLFcpdHRNRkvQN74/sR3wO4MXozZ9cc5JXlWe18fxT9gee3PQ8AaO7WHPfdcR/vg0MOz2GnnxYtWoTly5fj999/r7VNeXk5ysvLje/1ej10Oh2nn4jIIdhiYfHtuA6H7JHi19T87W9/w5YtW3Dw4MFa28yfPx8LFiyosZ2hhogczf7s/Xgn6R1k6jNtel6uxSF7oOhQc/r0afTs2ROLFy/GxIkTa23HkRoiUiK5Ag5w45ENOo2OIYdsyiFCzezZs/GPf/yjzjZpaWno1KmT8f2FCxfQv39/REdH41//+leDzsern4hIafZn78drO19Dfnm+LOfnehyyBYcINbm5ubhy5Uqdbdq1awd3d3cAQHZ2NqKjo9G7d2/ExcXBxaVhF28x1BCRUt1cf/PLH7+gokq+K0MZcsgaHCLUNMSFCxcwYMAA9OzZE9988w1cXV0b3AdDDRE5g5sBZ2f2ThRXFstWhwQJLdUt0V/XH+PuHMeQQ42mqFBz4cIFREdHIzg4GPHx8dUCTevWrc3uh6GGiJzR/uz9WLBvAf4o+kPuUjiSQ42iqFATFxeHZ5991uS+hpTPUENEzu7mIuOz+rMQkP8//ypXFUI0IZgeNZ0Lj6lWigo1lsJQQ0T0P7dOU5VUlthFyHGBC9xd3RGsCWbQISOGGhMYaoiIamcva3Fux3vlEEONCQw1RETm25+9H4sPLsZZ/VmUV5XXf4ANMeg4F4YaExhqiIga7/vT3+O95PdQUFEgdykmMegoF0ONCQw1RESWYa9TVbdj0FEGhhoTGGqIiKzjZshJvJCI0uulcpdTJwYdx8NQYwJDDRGRbTjKSM5NDDr2jaHGBIYaIiL53LwJ4IWiC3Zx+Xh9JEjwdPPkzQLtAEONCQw1RET24+aNALP0WahCldzlmI2jOrbHUGMCQw0RkX2zp0c6NJS6mRr92/bnqI4VMNSYwFBDRORYHHU051Yc2Wk6hhoTGGqIiByfvd8vxxxcr9MwDDUmMNQQESmTEkZ0buI0Vk0MNSYw1BAROQdHu6S8Nq5wNV4p5swP+mSoMYGhhojIud0c0TmnPwcDDHKX02TOMo3FUGMCQw0REd1OSVNXAOACF/ip/dBf1x/j7hyniKDDUGMCQw0REZlLKWHnLr+7cObaGZRW/e/xFd5u3ujUohO6+nfFiPARdh98GGpMYKghIqKmUErQuV1Lj5ZQu6nh5uKGHq162N0ID0ONCQw1RERkaVn6LMSdiMP+nP24Wn4V5ZXluI7rcpfVZH4eftCoNCi7XgZ/tT8mdZ8k2wJlhhoTGGqIiMiWlHBPnVs1b9YcZdfLaoxSSZDgKrlCp9FZ5SaDDDUmMNQQEZHclHK5eV06+HRAe5/2CPQKtMiaHYYaExhqiIjI3t2cztp1YRdyS3NRJRxz7Y4ECS6SCwQEFvRdgOFhw5GQkYBlR5ahsKIQ3u7eeLn7yxgRPqLevhhqTGCoISIiR3NzZGd3zm6UVJQ45AJlF8kFnVp0QuqV1Br7egT0QPzQ+DqPZ6gxgaGGiIiU5Oaozvbz23G17CoMMBjvUxOiCUHypWS5SzTL3/v9HY+EPVLrfoYaExhqiIjImdwc5Um8kIjS66X1HyATf7U/fh39a637zf3+bmaN4oiIiEh+QZogvBf9XrVtt16CXlhZCI9mHvB09cSlkksovi7PwuXCikKL9MNQQ0RE5ESCNEF4s++bJvftz96PZUeWIbc0Fx6uHpAkCaXXS1F2vQz55flWq8nb3dsi/TDUEBEREQCgd2Bv9A7sbXJfXXdTvnmfGl8PX+SV5hmvepIgQUDg0XaPIuFMQq3nndpjqkXqZ6ghIiKievUO7I3vR3xfb7ssfRbWZ6xHdlE2Ar0CMTJ8JII0QThXeA6HLx+u0b5HQI86Fwk3BBcKExERkU18f/p7LD281Hifmqk9ppoVaHj1kwkMNURERI7H3O9vFxvWRERERGQ1DDVERESkCAw1REREpAgMNURERKQIDDVERESkCAw1REREpAgMNURERKQIDDVERESkCAw1REREpAgMNURERKQIDDVERESkCAw1REREpAgMNURERKQIDDVERESkCAw1REREpAgMNURERKQIDDVERESkCA4Tah555BEEBQXBw8MDbdq0wdNPP43s7Gy5yyIiIiI74TChZsCAAVi9ejXS09Oxbt06nDlzBo8//rjcZREREZGdkIQQQu4iGuP777/H8OHDUV5eDjc3N7OO0ev10Gq1KCgogEajsXKFREREZAnmfn83s2FNFnP16lV8++236Nu3b52Bpry8HOXl5cb3er3eFuURERGRDBxm+gkAZs2ahebNm8PPzw9ZWVnYuHFjne0XLlwIrVZrfOl0OhtVSkRERLYma6iZPXs2JEmq83Xy5Elj+5kzZ+LIkSP46aef4OrqimeeeQZ1zZ7NmTMHBQUFxtf58+dt8WsRERGRDGRdU5Obm4srV67U2aZdu3Zwd3evsf2PP/6ATqfD3r170adPH7POxzU1REREjsch1tT4+/vD39+/UccaDAYAqLZmhoiIiJyXQywUTkpKQnJyMu699174+vrizJkzmDt3Ltq3b2/2KA0REREpm0MsFPb09MT69esxcOBAdOzYERMmTEDXrl2xY8cOqFQqucsjIiIiO+AQIzVdunTBr7/+KncZREREZMccYqSGiIiIqD4OMVJjKTcv9OJN+IiIiBzHze/t+i7YdqpQU1hYCAC8CR8REZEDKiwshFarrXW/wz77qTEMBgOys7Ph7e0NSZLkLseq9Ho9dDodzp8/z3vy2BA/d/nws5cHP3f5ONNnL4RAYWEhAgMD4eJS+8oZpxqpcXFxQdu2beUuw6Y0Go3i/9jtET93+fCzlwc/d/k4y2df1wjNTVwoTERERIrAUENERESKwFCjUCqVCvPmzePNCW2Mn7t8+NnLg5+7fPjZ1+RUC4WJiIhIuThSQ0RERIrAUENERESKwFBDREREisBQQ0RERIrAUONEysvL0a1bN0iShJSUFLnLUbyzZ89iwoQJCA0NhVqtRvv27TFv3jxUVFTIXZrifPzxxwgJCYGHhwd69eqFAwcOyF2S4i1cuBB33303vL29ERAQgOHDhyM9PV3uspzOu+++C0mSMHXqVLlLsQsMNU7ktddeQ2BgoNxlOI2TJ0/CYDBgxYoV+O2337BkyRJ8+umneP311+UuTVFWrVqF6dOnY968eTh8+DAiIyMRExODy5cvy12aou3YsQOTJk3C/v37sW3bNlRWVuIvf/kLiouL5S7NaSQnJ2PFihXo2rWr3KXYDV7S7SQ2b96M6dOnY926dbjzzjtx5MgRdOvWTe6ynM6iRYuwfPly/P7773KXohi9evXC3XffjX/+858AbjzjTafT4eWXX8bs2bNlrs555ObmIiAgADt27MD9998vdzmKV1RUhB49euCTTz7B22+/jW7dumHp0qVylyU7jtQ4gUuXLmHixIn4+uuv4enpKXc5Tq2goAAtWrSQuwzFqKiowKFDhzBo0CDjNhcXFwwaNAj79u2TsTLnU1BQAAD8+7aRSZMm4cEHH6z2t09O9kBLZySEwLhx4/DCCy8gKioKZ8+elbskp3X69GksW7YMixcvlrsUxcjLy0NVVRVatWpVbXurVq1w8uRJmapyPgaDAVOnTkW/fv1w1113yV2O4q1cuRKHDx9GcnKy3KXYHY7UOKjZs2dDkqQ6XydPnsSyZctQWFiIOXPmyF2yYpj72d/qwoULGDJkCEaNGoWJEyfKVDmRdUyaNAknTpzAypUr5S5F8c6fP49XXnkF3377LTw8POQux+5wTY2Dys3NxZUrV+ps065dO4wePRo//PADJEkybq+qqoKrqyvGjh2L+Ph4a5eqOOZ+9u7u7gCA7OxsREdHo3fv3oiLi4OLC/9fwlIqKirg6emJtWvXYvjw4cbtsbGxuHbtGjZu3ChfcU5i8uTJ2LhxI3bu3InQ0FC5y1G8DRs2YMSIEXB1dTVuq6qqgiRJcHFxQXl5ebV9zoahRuGysrKg1+uN77OzsxETE4O1a9eiV69eaNu2rYzVKd+FCxcwYMAA9OzZE998841T/8fGWnr16oV77rkHy5YtA3BjKiQoKAiTJ0/mQmErEkLg5ZdfRkJCAhITExEeHi53SU6hsLAQ586dq7bt2WefRadOnTBr1iynn/7jmhqFCwoKqvbey8sLANC+fXsGGiu7cOECoqOjERwcjMWLFyM3N9e4r3Xr1jJWpizTp09HbGwsoqKicM8992Dp0qUoLi7Gs88+K3dpijZp0iR899132LhxI7y9vXHx4kUAgFarhVqtlrk65fL29q4RXJo3bw4/Pz+nDzQAQw2R1Wzbtg2nT5/G6dOnawRIDpBazhNPPIHc3Fy8+eabuHjxIrp164YtW7bUWDxMlrV8+XIAQHR0dLXtX331FcaNG2f7gojA6SciIiJSCK5YJCIiIkVgqCEiIiJFYKghIiIiRWCoISIiIkVgqCEiIiJFYKghIiIiRWCoISIiIkVgqCEiIiJFYKghIiIiRWCoISIiIkVgqCEiIiJFYKghIod29uxZSJJU43X7gxaJSPn4lG4icmg6nQ45OTnG9xcvXsSgQYNw//33y1gVEcmBT+kmIsUoKytDdHQ0/P39sXHjRri4cDCayJlwpIaIFGP8+PEoLCzEtm3bGGiInBBDDREpwttvv42tW7fiwIED8Pb2lrscIpIBp5+IyOGtW7cOY8aMwebNmzFw4EC5yyEimTDUEJFDO3HiBHr16oXp06dj0qRJxu3u7u5o0aKFjJURka0x1BCRQ4uLi8Ozzz5bY3v//v2RmJho+4KISDYMNURERKQIvDyAiIiIFIGhhoiIiBSBoYaIiIgUgaGGiIiIFIGhhoiIiBSBoYaIiIgUgaGGiIiIFIGhhoiIiBSBoYaIiIgUgaGGiIiIFIGhhoiIiBTh/wPP5lyXZ+fKoAAAAABJRU5ErkJggg==" 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", 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"2025-10-06T03:45:17.445782Z", + "start_time": "2025-10-06T03:45:13.252976Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:40.986004Z", + "iopub.status.busy": "2026-07-08T14:16:40.985865Z", + "iopub.status.idle": "2026-07-08T14:16:44.395722Z", + "shell.execute_reply": "2026-07-08T14:16:44.394830Z" + }, "id": "0E2419D0D67748C4A403D86E8FF46E9F", "notebookId": "654731a4b4c12f15a7a5fc1f", "scrolled": false, "slideshow": { "slide_type": "slide" }, - "tags": [], - "trusted": true, - "ExecuteTime": { - "end_time": "2025-10-06T03:45:17.445782Z", - "start_time": "2025-10-06T03:45:13.252976Z" - } + "tags": [] }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ "import numpy as np\n", "\n", "import brainpy as bp\n", "import brainpy.math as bm" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "markdown", @@ -128,21 +141,28 @@ }, { "cell_type": "code", + "execution_count": 2, "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:45:17.459176Z", + "start_time": "2025-10-06T03:45:17.455244Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:44.397777Z", + "iopub.status.busy": "2026-07-08T14:16:44.397542Z", + "iopub.status.idle": "2026-07-08T14:16:44.400284Z", + "shell.execute_reply": "2026-07-08T14:16:44.399714Z" + }, "id": "4EC7D64F4413453E8A2AAA255A3E26FA", "notebookId": "654731a4b4c12f15a7a5fc1f", "scrolled": false, "slideshow": { "slide_type": "slide" }, - "tags": [], - "trusted": true, - "ExecuteTime": { - "end_time": "2025-10-06T03:45:17.459176Z", - "start_time": "2025-10-06T03:45:17.455244Z" - } + "tags": [] }, + "outputs": [], "source": [ "class IK(bp.dyn.IonChannel):\n", " master_type = bp.dyn.CondNeuGroup\n", @@ -152,9 +172,7 @@ "\n", " def reset_state(self, V, *args, **kwargs):\n", " pass" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -178,21 +196,28 @@ }, { "cell_type": "code", + "execution_count": 3, "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:45:17.470217Z", + "start_time": "2025-10-06T03:45:17.466585Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:44.401938Z", + "iopub.status.busy": "2026-07-08T14:16:44.401815Z", + "iopub.status.idle": "2026-07-08T14:16:44.404443Z", + "shell.execute_reply": "2026-07-08T14:16:44.403759Z" + }, "id": "E3BB82A89B20456983C0CCE92515A5D4", "notebookId": "654731a4b4c12f15a7a5fc1f", "scrolled": false, "slideshow": { "slide_type": "slide" }, - "tags": [], - "trusted": true, - "ExecuteTime": { - "end_time": "2025-10-06T03:45:17.470217Z", - "start_time": "2025-10-06T03:45:17.466585Z" - } + "tags": [] }, + "outputs": [], "source": [ "class ICa(bp.dyn.IonChannel):\n", " master_type = bp.dyn.Calcium\n", @@ -202,9 +227,7 @@ "\n", " def reset_state(self, V, C, E, *args, **kwargs):\n", " pass" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -228,21 +251,28 @@ }, { "cell_type": "code", + "execution_count": 4, "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:45:17.481158Z", + "start_time": "2025-10-06T03:45:17.476721Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:44.405785Z", + "iopub.status.busy": "2026-07-08T14:16:44.405660Z", + "iopub.status.idle": "2026-07-08T14:16:44.408647Z", + "shell.execute_reply": "2026-07-08T14:16:44.407967Z" + }, "id": "56388C240BE1479DA52C262FEE97DF97", "notebookId": "654731a4b4c12f15a7a5fc1f", "scrolled": false, "slideshow": { "slide_type": "slide" }, - "tags": [], - "trusted": true, - "ExecuteTime": { - "end_time": "2025-10-06T03:45:17.481158Z", - "start_time": "2025-10-06T03:45:17.476721Z" - } + "tags": [] }, + "outputs": [], "source": [ "class ICaNa(bp.dyn.IonChannel):\n", " master_type = bp.mixin.JointType[bp.dyn.Calcium, bp.dyn.Sodium]\n", @@ -252,9 +282,7 @@ "\n", " def reset_state(self, V, Ca_info, Na_info, *args, **kwargs):\n", " pass" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -298,24 +326,27 @@ }, { "cell_type": "code", + "execution_count": 5, "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:45:17.502416Z", + "start_time": "2025-10-06T03:45:17.496133Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:44.410004Z", + "iopub.status.busy": "2026-07-08T14:16:44.409878Z", + "iopub.status.idle": "2026-07-08T14:16:44.413797Z", + "shell.execute_reply": "2026-07-08T14:16:44.413083Z" + }, "id": "8B15300C84414E49AB3A165006637822", "notebookId": "654731a4b4c12f15a7a5fc1f", "scrolled": false, "slideshow": { "slide_type": "slide" }, - "tags": [], - "trusted": true, - "ExecuteTime": { - "end_time": "2025-10-06T03:45:17.502416Z", - "start_time": "2025-10-06T03:45:17.496133Z" - } + "tags": [] }, - "source": [ - "bp.dyn.INa_Ba2002v2.master_type" - ], "outputs": [ { "data": { @@ -328,28 +359,33 @@ "output_type": "execute_result" } ], - "execution_count": 5 + "source": [ + "bp.dyn.INa_Ba2002v2.master_type" + ] }, { "cell_type": "code", + "execution_count": 6, "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:45:17.534447Z", + "start_time": "2025-10-06T03:45:17.530461Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:44.415070Z", + "iopub.status.busy": "2026-07-08T14:16:44.414927Z", + "iopub.status.idle": "2026-07-08T14:16:44.418633Z", + "shell.execute_reply": "2026-07-08T14:16:44.417888Z" + }, "id": "C1A21D323CCB49FBA383DACBA78B47B4", "notebookId": "654731a4b4c12f15a7a5fc1f", "scrolled": false, "slideshow": { "slide_type": "slide" }, - "tags": [], - "trusted": true, - "ExecuteTime": { - "end_time": "2025-10-06T03:45:17.534447Z", - "start_time": "2025-10-06T03:45:17.530461Z" - } + "tags": [] }, - "source": [ - "bp.dyn.INa_Ba2002.master_type" - ], "outputs": [ { "data": { @@ -362,7 +398,9 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "bp.dyn.INa_Ba2002.master_type" + ] }, { "cell_type": "markdown", @@ -411,21 +449,28 @@ }, { "cell_type": "code", + "execution_count": 7, "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:45:17.561774Z", + "start_time": "2025-10-06T03:45:17.557898Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:44.420037Z", + "iopub.status.busy": "2026-07-08T14:16:44.419901Z", + "iopub.status.idle": "2026-07-08T14:16:44.422632Z", + "shell.execute_reply": "2026-07-08T14:16:44.421928Z" + }, "id": "65FBA0F61EB545F3B25800C317844898", "notebookId": "654731a4b4c12f15a7a5fc1f", "scrolled": false, "slideshow": { "slide_type": "slide" }, - "tags": [], - "trusted": true, - "ExecuteTime": { - "end_time": "2025-10-06T03:45:17.561774Z", - "start_time": "2025-10-06T03:45:17.557898Z" - } + "tags": [] }, + "outputs": [], "source": [ "class HH(bp.dyn.CondNeuGroupLTC):\n", " def __init__(self, size):\n", @@ -434,9 +479,7 @@ " self.INa = bp.dyn.INa_HH1952(size)\n", " self.IK = bp.dyn.IK_HH1952(size)\n", " self.IL = bp.dyn.IL(size, E=-54.387, g_max=0.03)" - ], - "outputs": [], - "execution_count": 7 + ] }, { "cell_type": "markdown", @@ -453,90 +496,90 @@ }, { "cell_type": "code", + "execution_count": 8, "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:45:18.158729Z", + "start_time": "2025-10-06T03:45:17.586065Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:44.423956Z", + "iopub.status.busy": "2026-07-08T14:16:44.423796Z", + "iopub.status.idle": "2026-07-08T14:16:44.753155Z", + "shell.execute_reply": "2026-07-08T14:16:44.752334Z" + }, "id": "E51BBF72FA484236A4F1E4D3D7E7A466", "notebookId": "654731a4b4c12f15a7a5fc1f", "scrolled": false, "slideshow": { "slide_type": "slide" }, - "tags": [], - "trusted": true, - "ExecuteTime": { - "end_time": "2025-10-06T03:45:18.158729Z", - "start_time": "2025-10-06T03:45:17.586065Z" - } + "tags": [] }, - "source": [ - "hh = HH(1)\n", - "\n", - "runner = bp.DSRunner(hh, monitors={'na-p': hh.INa.p, 'na-q': hh.INa.q, 'k-p': hh.IK.p, 'v': hh.V})\n", - "\n", - "inputs = np.ones(1000) * 4.\n", - "_ = runner.run(inputs=inputs)\n" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 9, @@ -544,46 +587,50 @@ "output_type": "execute_result" } ], - "execution_count": 9 + "source": [ + "bp.visualize.line_plot(runner.mon.ts, runner.mon['na-p'], legend='Na-p')\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon['na-q'], legend='Na-q')\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon['k-p'], legend='K-p', show=True)" + ] }, { "cell_type": "code", + "execution_count": 10, "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:45:18.370209Z", + "start_time": "2025-10-06T03:45:18.311775Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:44.842655Z", + "iopub.status.busy": "2026-07-08T14:16:44.842509Z", + "iopub.status.idle": "2026-07-08T14:16:44.889806Z", + "shell.execute_reply": "2026-07-08T14:16:44.888982Z" + }, "id": "295C0E829D87444B90898633AD1EA4D4", "notebookId": "654731a4b4c12f15a7a5fc1f", "scrolled": false, "slideshow": { "slide_type": "slide" }, - "tags": [], - "trusted": true, - "ExecuteTime": { - "end_time": "2025-10-06T03:45:18.370209Z", - "start_time": "2025-10-06T03:45:18.311775Z" - } + "tags": [] }, - "source": [ - "bp.visualize.line_plot(runner.mon.ts, runner.mon['v'], show=True)" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 10, @@ -591,7 +638,9 @@ "output_type": "execute_result" } ], - "execution_count": 10 + "source": [ + "bp.visualize.line_plot(runner.mon.ts, runner.mon['v'], show=True)" + ] }, { "cell_type": "markdown", @@ -697,21 +746,28 @@ }, { "cell_type": "code", + "execution_count": 11, "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:45:18.393829Z", + "start_time": "2025-10-06T03:45:18.387747Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:44.891366Z", + "iopub.status.busy": "2026-07-08T14:16:44.891226Z", + "iopub.status.idle": "2026-07-08T14:16:44.894966Z", + "shell.execute_reply": "2026-07-08T14:16:44.894187Z" + }, "id": "047B9FBC9B104717AC74970D1659E72F", "notebookId": "654731a4b4c12f15a7a5fc1f", "scrolled": false, "slideshow": { "slide_type": "slide" }, - "tags": [], - "trusted": true, - "ExecuteTime": { - "end_time": "2025-10-06T03:45:18.393829Z", - "start_time": "2025-10-06T03:45:18.387747Z" - } + "tags": [] }, + "outputs": [], "source": [ "class IK(bp.dyn.IonChannel):\n", " master_type = bp.dyn.HHTypedNeuron\n", @@ -739,9 +795,7 @@ "\n", " def current(self, V):\n", " return self.g_max * self.n ** 4 * (self.E - V)" - ], - "outputs": [], - "execution_count": 11 + ] }, { "cell_type": "markdown", @@ -790,21 +844,28 @@ }, { "cell_type": "code", + "execution_count": 12, "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:45:18.406882Z", + "start_time": "2025-10-06T03:45:18.399838Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:44.896364Z", + "iopub.status.busy": "2026-07-08T14:16:44.896234Z", + "iopub.status.idle": "2026-07-08T14:16:44.900681Z", + "shell.execute_reply": "2026-07-08T14:16:44.899833Z" + }, "id": "92F8054041EF4EE685C8BFB3E3008F27", "notebookId": "654731a4b4c12f15a7a5fc1f", "scrolled": false, "slideshow": { "slide_type": "slide" }, - "tags": [], - "trusted": true, - "ExecuteTime": { - "end_time": "2025-10-06T03:45:18.406882Z", - "start_time": "2025-10-06T03:45:18.399838Z" - } + "tags": [] }, + "outputs": [], "source": [ "class INa(bp.dyn.IonChannel):\n", " master_type = bp.dyn.HHTypedNeuron\n", @@ -837,9 +898,7 @@ "\n", " def current(self, V):\n", " return self.g_max * self.m ** 3 * self.h * (self.E - V)" - ], - "outputs": [], - "execution_count": 12 + ] }, { "cell_type": "markdown", @@ -863,21 +922,28 @@ }, { "cell_type": "code", + "execution_count": 13, "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:45:18.418067Z", + "start_time": "2025-10-06T03:45:18.414009Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:44.902077Z", + "iopub.status.busy": "2026-07-08T14:16:44.901954Z", + "iopub.status.idle": "2026-07-08T14:16:44.904973Z", + "shell.execute_reply": "2026-07-08T14:16:44.904277Z" + }, "id": "E9F47A5EF3EF4CAABF4DC4D0CBF98B6B", "notebookId": "654731a4b4c12f15a7a5fc1f", "scrolled": false, "slideshow": { "slide_type": "slide" }, - "tags": [], - "trusted": true, - "ExecuteTime": { - "end_time": "2025-10-06T03:45:18.418067Z", - "start_time": "2025-10-06T03:45:18.414009Z" - } + "tags": [] }, + "outputs": [], "source": [ "class IL(bp.dyn.IonChannel):\n", " master_type = bp.dyn.HHTypedNeuron\n", @@ -895,9 +961,7 @@ "\n", " def current(self, V):\n", " return self.g_max * (self.E - V)" - ], - "outputs": [], - "execution_count": 13 + ] }, { "cell_type": "markdown", @@ -910,21 +974,28 @@ }, { "cell_type": "code", + "execution_count": 14, "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:45:18.427240Z", + "start_time": "2025-10-06T03:45:18.423706Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:44.906467Z", + "iopub.status.busy": "2026-07-08T14:16:44.906329Z", + "iopub.status.idle": "2026-07-08T14:16:44.909104Z", + "shell.execute_reply": "2026-07-08T14:16:44.908429Z" + }, "id": "B00168826F8046C59FCED99795EDD38C", "notebookId": "654731a4b4c12f15a7a5fc1f", "scrolled": false, "slideshow": { "slide_type": "slide" }, - "tags": [], - "trusted": true, - "ExecuteTime": { - "end_time": "2025-10-06T03:45:18.427240Z", - "start_time": "2025-10-06T03:45:18.423706Z" - } + "tags": [] }, + "outputs": [], "source": [ "class HH(bp.dyn.CondNeuGroup):\n", " def __init__(self, size):\n", @@ -932,97 +1003,91 @@ " self.IK = IK(size, E=-77., g_max=36.)\n", " self.INa = INa(size, E=50., g_max=120.)\n", " self.IL = IL(size, E=-54.39, g_max=0.03)" - ], - "outputs": [], - "execution_count": 14 + ] }, { "cell_type": "code", + "execution_count": 15, "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T03:45:18.732298Z", + "start_time": "2025-10-06T03:45:18.433249Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:44.910510Z", + "iopub.status.busy": "2026-07-08T14:16:44.910382Z", + "iopub.status.idle": "2026-07-08T14:16:45.139882Z", + "shell.execute_reply": "2026-07-08T14:16:45.139011Z" + }, "id": "5A6DD4DECE3B44EF931B876B4F05AC03", "notebookId": "654731a4b4c12f15a7a5fc1f", "scrolled": false, "slideshow": { "slide_type": "slide" }, - "tags": [], - "trusted": true, - "ExecuteTime": { - "end_time": "2025-10-06T03:45:18.732298Z", - "start_time": "2025-10-06T03:45:18.433249Z" - } + "tags": [] }, - "source": [ - "neu = HH(1)\n", - "neu.reset()\n", - "\n", - "inputs = np.ones(int(200 / bm.dt)) * 1.698 # 200 ms\n", - "runner = bp.DSRunner(neu, monitors=['V', 'IK.n', 'INa.m', 'INa.h'])\n", - "runner.run(inputs=inputs) # the running time is 200 ms\n", - "\n", - "import matplotlib.pyplot as plt\n", - "\n", - "plt.plot(runner.mon['ts'], runner.mon['V'])\n", - "plt.xlabel('t (ms)')\n", - "plt.ylabel('V (mV)')\n", - "plt.show()\n", - "\n", - "plt.figure(figsize=(6, 2))\n", - "plt.plot(runner.mon['ts'], runner.mon['IK.n'], label='n')\n", - "plt.plot(runner.mon['ts'], runner.mon['INa.m'], label='m')\n", - "plt.plot(runner.mon['ts'], runner.mon['INa.h'], label='h')\n", - "plt.xlabel('t (ms)')\n", - "plt.legend()\n", - "\n", - "plt.show()" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/2000 [00:00" - ], - "image/png": 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" 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 15 + "source": [ + "neu = HH(1)\n", + "neu.reset()\n", + "\n", + "inputs = np.ones(int(200 / bm.dt)) * 1.698 # 200 ms\n", + "runner = bp.DSRunner(neu, monitors=['V', 'IK.n', 'INa.m', 'INa.h'])\n", + "runner.run(inputs=inputs) # the running time is 200 ms\n", + "\n", + "import matplotlib.pyplot as plt\n", + "\n", + "plt.plot(runner.mon['ts'], runner.mon['V'])\n", + "plt.xlabel('t (ms)')\n", + "plt.ylabel('V (mV)')\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(6, 2))\n", + "plt.plot(runner.mon['ts'], runner.mon['IK.n'], label='n')\n", + "plt.plot(runner.mon['ts'], runner.mon['INa.m'], label='m')\n", + "plt.plot(runner.mon['ts'], runner.mon['INa.h'], label='h')\n", + "plt.xlabel('t (ms)')\n", + "plt.legend()\n", + "\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -1079,13 +1144,21 @@ }, { "cell_type": "code", + "execution_count": 16, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:45:18.745294Z", "start_time": "2025-10-06T03:45:18.740061Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:45.141454Z", + "iopub.status.busy": "2026-07-08T14:16:45.141304Z", + "iopub.status.idle": "2026-07-08T14:16:45.145461Z", + "shell.execute_reply": "2026-07-08T14:16:45.144646Z" } }, + "outputs": [], "source": [ "class HTC(bp.dyn.CondNeuGroupLTC):\n", " def __init__(self, size, gKL=0.01, V_initializer=bp.init.OneInit(-65.)):\n", @@ -1106,62 +1179,53 @@ "\n", " self.KCa = bp.dyn.MixIons(self.K, self.Ca)\n", " self.KCa.add_elem(bp.dyn.IAHP_De1994v2(size))" - ], - "outputs": [], - "execution_count": 16 + ] }, { "cell_type": "code", + "execution_count": 17, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:45:19.582028Z", "start_time": "2025-10-06T03:45:18.756145Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:45.146936Z", + "iopub.status.busy": "2026-07-08T14:16:45.146815Z", + "iopub.status.idle": "2026-07-08T14:16:45.604613Z", + "shell.execute_reply": "2026-07-08T14:16:45.603811Z" } }, - "source": [ - "htc = HTC(1)\n", - "runner = bp.DSRunner(htc, monitors={'v': htc.V})\n", - "I = -30 / 1e3 / 2.9e-4 * 1e-3 # input current = -30pA\n", - "inputs = np.ones(20000) * I\n", - "runner.run(inputs=inputs)\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon['v'], legend='v', show=True)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/20000 [00:00" - ], - "image/png": 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b/docs/tutorial_building/build_network_models.ipynb @@ -39,28 +39,32 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "49c0646a", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:45:55.129129Z", "start_time": "2025-10-06T03:45:50.475274Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:52.047359Z", + "iopub.status.busy": "2026-07-08T14:16:52.047222Z", + "iopub.status.idle": "2026-07-08T14:16:55.181249Z", + "shell.execute_reply": "2026-07-08T14:16:55.180515Z" } }, - "source": [ - "import numpy as np\n", - "\n", - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -68,7 +72,16 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import numpy as np\n", + "\n", + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -106,14 +119,22 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "1bde9751d94766a7", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:45:55.138965Z", "start_time": "2025-10-06T03:45:55.135135Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:55.182976Z", + "iopub.status.busy": "2026-07-08T14:16:55.182744Z", + "iopub.status.idle": "2026-07-08T14:16:55.185996Z", + "shell.execute_reply": "2026-07-08T14:16:55.185331Z" } }, + "outputs": [], "source": [ "class Exponential(bp.Projection):\n", " def __init__(self, pre, post, prob, g_max, tau, E=0.):\n", @@ -126,9 +147,7 @@ " out=bp.dyn.COBA.desc(E=E),\n", " post=post,\n", " )" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -148,13 +167,21 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "e2213320", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:45:55.148185Z", "start_time": "2025-10-06T03:45:55.143491Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:55.187436Z", + "iopub.status.busy": "2026-07-08T14:16:55.187293Z", + "iopub.status.idle": "2026-07-08T14:16:55.190874Z", + "shell.execute_reply": "2026-07-08T14:16:55.190192Z" } }, + "outputs": [], "source": [ "class EINet(bp.DynSysGroup):\n", " def __init__(self, num_exc, num_inh, method='exp_auto'):\n", @@ -181,9 +208,7 @@ " self.Iin = bp.dyn.InputVar(self.I.varshape)\n", " self.E.add_inp_fun('', self.Ein)\n", " self.I.add_inp_fun('', self.Iin)" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -195,16 +220,20 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "c1d98910", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:46:01.086509Z", "start_time": "2025-10-06T03:45:55.153556Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:55.192201Z", + "iopub.status.busy": "2026-07-08T14:16:55.192078Z", + "iopub.status.idle": "2026-07-08T14:16:58.251661Z", + "shell.execute_reply": "2026-07-08T14:16:58.250628Z" } }, - "source": [ - "EINet(8, 2).nodes().subset(bp.DynamicalSystem)" - ], "outputs": [ { "data": { @@ -247,7 +276,9 @@ "output_type": "execute_result" } ], - "execution_count": 4 + "source": [ + "EINet(8, 2).nodes().subset(bp.DynamicalSystem)" + ] }, { "cell_type": "markdown", @@ -261,72 +292,59 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "a74c5b2e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:46:08.260853Z", "start_time": "2025-10-06T03:46:03.065736Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:16:58.253260Z", + "iopub.status.busy": "2026-07-08T14:16:58.253103Z", + "iopub.status.idle": "2026-07-08T14:17:00.588584Z", + "shell.execute_reply": "2026-07-08T14:17:00.587930Z" } }, - "source": [ - "net = EINet(3200, 800) # \"method\": the numerical integrator method\n", - "runner = bp.DSRunner(net, monitors=['E.spike', 'I.spike'], inputs=[('Ein.input', 20.), ('Iin.input', 20.)])\n", - "runner.run(100.)\n", - "\n", - "# visualization\n", - "bp.visualize.raster_plot(runner.mon['ts'], runner.mon['E.spike'],\n", - " title='Spikes of Excitatory Neurons', show=True)\n", - "bp.visualize.raster_plot(runner.mon['ts'], runner.mon['I.spike'],\n", - " title='Spikes of Inhibitory Neurons', show=True)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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LX4JTTz0VfvrTn8KCBQtqz/zXf/0XvPzyy/DTn/500Pui78QwevRoAIBBgzv7Jtl3V6xYAZdccokwDRE52H///eGee+6BhQsX1v62atUq+MUvfgFbbbVV3ZoaFUaMGAGHHXYY/OEPf4Df/OY30NPTA+973/tI7/JgKtGSJUsGrXWj1iWAd8jTihUr4P7776/97fnnn4drrrmG7IfvevXaa68N+tZM6UrTZgkmSApRQoIBjj/+eFi9ejUccsghsMMOO8Cbb74Jd955J1xxxRWw1VZbwVFHHVX3fHd3N/T29tZtuwcAOPvss8k2t912W7j55pvhQx/6EPT29sKtt94KY8eOhV/96lew3377wdSpU+Goo46CSZMmwbPPPgvz58+HsWPHwp/+9CdYuXIlbLHFFvDxj38cpk2bBmPGjIG//vWvMDAwAD/4wQ+Udr/1rW/BX/7yF9hjjz3g2GOPhREjRsDFF18Ma9euhe9+97vmhZfBvffeC7/73e8G/b2rqwsqlQqsWbMGZs2aBVOmTIFzzjkHAN4psz/96U9w1FFHwQMPPACjR4+GI488En7729/CKaecAvfccw/sueeesGrVKvjrX/8Kxx57rHR7Olvo/tWvfhU+/elPw8iRI+GjH/0ozJw5E5qamuCjH/0ofOELX4D//Oc/8Mtf/hI222yzQerfzjvvDBdddBF861vfgm233RY222wz+MhHPgJnnHEGXHbZZbDffvvBCSecAJtuuin09/fD008/Df/7v/9rNOV15JFHwk9+8hOYP38+nHfeeeT3RDj88MPhm9/8JixZsqTu7/l8nlSXAN452+j000+HQw45BE444QRYvXo1XHTRRbDddtuRzrUC8F+v+vv74cILL4RDDjkEurq6YOXKlfDLX/4Sxo4dKzwNPSFBikZucUtIGG644YYb8HOf+xzusMMOOGbMGGxqasJtt90Wjz/+eHzxxRfrngUAnDNnDv7ud7/DKVOmYHNzM06fPh3nz59f95xu2z3D3XffXduazLZpL168GA899FBsa2vD5uZm7OzsxE9+8pN4yy23ICLi2rVr8dRTT8Vp06bhJptsgqNHj8Zp06bhhRdeSMrvvffei729vThmzBgsFov44Q9/GO+88866Z3xuu2dbytnW6rvvvrvu/UWLFuGIESPwi1/8Yu1vq1evxq9+9au49dZb48iRI7GjowM//vGP123rBm7bPSLiN7/5TZw0aRLm8/m68v/jH/+I73vf+7ClpQW32morPO+882rb+7Pf6IUXXsADDjgAN9lkEwSAui34Tz75JH784x/HcePGYUtLC+6222745z//uc4+23Z/5ZVXKsts6tSpmM/n8f/+7/80pfsOVN+D1TXIbLtn0NUlhptvvhm7u7uxqakJt99+e/zd734n3XYvO+6BUq+Yr/x2elZurB3de++9eNhhh+HkyZOxubkZN9tsMzzwwAPrjrtISKAgh0g4wjQhIcEYuVwO5syZI5zOSUigYvr06bDpppvCLbfc0mhXEhI2aKQ1RAkJCQlDFIsWLYIlS5bAkUce2WhXEhI2eKQ1RAkJCQlDDA8++CD84x//gB/84AdQKpXgU5/6VKNdSkjY4JEUooSEhIQhhquuugqOOuooeOutt+Cyyy5LN8QnJERAWkOUkJCQkJCQsNEjKUQJCQkJCQkJGz0SIUpISEhISEjY6JEWVROwfv16eO6552CTTTaxvkE7ISEhISEhIS4QEVauXAmbb7659lDURIgIeO6556Lc25SQkJCQkJDgH8uWLYMttthC+UwiRARssskmAPBOgYa+vykhISEhISHBD15//XXYcssta+O4CokQEcCmycaOHZsIUUJCQkJCwjADZblLWlSdkJCQkJCQsNEjEaKEhISEhISEjR6JECUkJCQkJCRs9EiEKCEhISEhIWGjRyJECQkJCQkJCRs9EiFKSEhISEhI2OiRCFFCQkJCQkLCRo9EiBISEhISEhI2eiRClJCQkJCQkLDRIxGihISEhISEhI0eiRAlJCQkJCQkbPRIhCghISEhISFho0ciRAkJCQkJCQkbPRIhGiJYtGgRHH744bBo0SJYtGgR7LvvvrDvvvvCb3/729rfY+K3v/0tbLXVVnD22WdHs58tg1iQ2WyELzoMpfLZUO3GxlDLZ0x/hlreExIAE7RYsWIFAgCuWLEimI1qtYojRozA3t5e7OzsRABAAMCWlhbM5/PY2dmJAwMDwezzKJVKNfsjRozAarVq9P7AwABWq1Ujn7NlYPquLZhNPn+yvzcSjfCpUeXgy65NPYyJoVbPRP4MDAxgb28v9vb2ei1HWd6z38zl+1HeVT1ja1v2XghbNj7FahNDpe2ZjN+JEBEQkhCxStPf34/VahV7e3uxUChgU1NTjRSNHDkSC4VC0E6T96O7uxsBALu7u60qNaWj7+/vx87OTuzv76/zobe313mQEDVG/m+qjt53Y3btnPnfh0KnFtIHX2kPNcLBY6gMGgwif6rVKuZyOczlckry4mIr+/+z34z/fib1MfuurD/o7OyU9q22dUdmV5Ve6GBQVKas72P9n2/ySclTjPqfCJFnhCREvb29mMvlsLe3FxHfqSDlchlHjBhRI0SFQqGOODD4rEys8nZ2dg6qxDaDIsU3poR1dnZq3xWRGVX6os6H/5ssGg7dIfEQEUGb/LnClLS5+BCqnPl0edIdEr4VhVDvmaK/vx87OjqwUqkMsiUb/E1949NhAzUL0EQkR5UGor6uVqvVWt+q6tt4H1TggywdKeNtuQSDqn4zm4esrSzRpbRnWR5UfakqTzEClkSIPCM2ISoWizUylM/nsaenJ/i0jqrxm3RCJjAZrChkRpQfU1IVqoGqOkNRJGWTP1dQ8k7t4H3YsoFpPQlpe6i+ZwoKmdcpOzqo1B3Vcy6/UeuvSV5UpIwC321K9+1MFaIY38U3EiHyjJhTZuVyuaYKNTc3Y19fn5MK49M3nxXataPw2dHYRra+yt+msw7x7Slp6kgs1S9KnbbJo896Emsws/WZH9BM4fqtVM+5frsYAyXVJ5MyVqlpOjuu+RXZ9pGu7Ls0oo+yQSJEnhFzUXWpVMJcLoctLS0IAFgsFqMTId6nEBFozMhdZ893hB7j+8QsP5kKEMIvF5XBBxptn/fB5FnTeucjfz7reqPKWwVTn6pV+XorRLMpJxtfVbZV9nXpiqYWQ/cFvpAIkWfEIEQs8p49ezZ2dnbiwQcfjPl8HgEAS6WSsiKGGoBdI1Bd2jGjhxCybcjOzcZnn2UqI0G+okLZc1kFKkYd4VVQ0VqLEPZ135ba7kzIqokPVOhsxlZcfX8zan3P1h/VtwsZRFHqDbWO8EoQW3xOXVvqK08+kAiRZ8RUiNiiZrbtnf3LsnO+ooVg4syGbEFcozoen41LlqarLcr7fEdq0nnKoHredDoiGxWaLiql5F22u4dfU+dihwKWz2KxOMgfGxvUd3Tla9OmVXXKlajaPh9bJWiUPdZvmxCNRsCkfmbzwwKVSqUyJFQfEyRC5BkxCBHfmbFt7+wsINW2+xCNjDUI2ZZJ3x1PI+RXWZoxOlVKR+pzcMrmSZQ//l0VaVGBQmhkEjz1fT4/PExVic7OTuFZXzb1wCQCZ+UrqgMubVrkA9Uv33W/0UpwaPu6wKZRBMh3UKcbD4YyEiHyjBiEiIHJnm1tbbXpMpMI3acfVMUmhtQdoqMzUYhCKWK+1RfKu6J0RAOhzZZ1CqFRlS+1PKjkj/K+z3pg0258b1qwrb+s7wkxRU71wed7iI07nsKnfZu+tlHENjYhpSARIs+IqRD19PQIp8liwLbyusj7tvkzicR9kJtG5FHnA3WQsyUYtnm2GVSpyhDFb0qeKSqZTz9VdmVQqXQhBhrmW7lc9rKTUJa+qarnMriHKifV+UU6+6Y+idRdnVJjE3BR/af6KvrvRiARIs8Ive2+t7cXS6USFgqF2u6ylpYW6yjUFrYkIwbBsLUp6rxikRvXwVPnAyUfLnm17UxtbNqWlW2Ha0sAXb+pSbSvGnhD1GH2O1u/yB+Y6mJbZ9+WLFF+9w0VUaXANLDh60x2vNDZtwmi+Pep5E+UflKINkCEJETV6jtbJVkH1NfXh62trThy5Ejs6enxHjGpEFOOdY08TJSPjo4OzOVyWC6XvURNVPgmRAwmhMU3WfWpSlHeiTkYhsqbDLp2pLIVMgjxddaUCVzSbIQK4eKvTWCThY6kqEi3TSCqIn9DgfDokAiRZ8RQiMrlcm2aYeTIkbVps1CV0EUFMCEjvgYYXcNWpcOISalUCr4d3uY50/d9DwCyqM7X7ieZHQpiqXk+YGq3EcqGD3tDze9Y/oSyY0p8KcqiaUBD9cGVYFH98YlEiDwj9m33jAzlcrlgFYXZo24XdbGhStuX/E7pBHwoQyxiEu1K8g1Znnx3IrKIU2Q/RCTfKCVEhdB2bRUxW9imK3ov9iDYCAWI6kfoAZ2adxVpMbGjW5uUVb1ZMO+yCD/Gt02EyDMatai6p6cnuL2QB9FR0vN1+WYs1YqRB9G5Nba+xhocZd9ctibBt33+0MXsbdtDbau3qzJlG8WHGiBs0xVN+7qWr820jcmdW6FJZbb9hB7QqXnxRVJ1bTFbHyg2h4K6N2wI0YUXXog9PT24ySab4CabbILlchnnzZtX+/2NN97AY489FjfddFMcPXo0HnroofjCCy/UpbF06VLcf//9cdSoUThhwgT88pe/jG+99VbdM/Pnz8fp06djU1MTdnV14SWXXGLkZ8xt92y7fVNTUxCSokIj5E+dTRV58G2P0in4UJt4RYYancl8MY20mSrIiFB2fZUJUXSJ9KvVd68ZEOXbtd43+n1qvebrkWsZy2DSbrK/u6yDMyH6JgQy+/9dFCzTQETUP8Tsn1WQBZamKo5J3cimLesPh4K6N2wI0R//+Ee8/vrr8fHHH8fHHnsMv/KVr+DIkSPxwQcfRETEY445Brfccku85ZZbcNGiRVgul/EDH/hA7f23334bu7u7ccaMGbh48WKcN28etre345lnnll75qmnnsJisYinnHIKPvzww3jBBRdgoVDAG2+8kexnTELU1dWFAICjRo0KEj2r4GsQMBnYTSNpWcdITVun/tgePmZSdgMD9QsVqdEZP4ia1g3R+0yNFA14fJ5U38LEfrYzZWvn+A7VtSO1qRs+QSUgPDkW/R5iRxfVpkuEz/tu8iyffl9fn/BKF9F7rqoKu2C7XC4Ln+f7B9u65Esdz/rG50XVxn20AWaXBVa8khjyXCsqhg0hEmH8+PH4q1/9CpcvX44jR47EK6+8svbbI488ggCACxcuRETEefPmYT6fr1ONLrroIhw7diyuXbsWERFPO+00nDp1ap2NT33qU0YRTyxC1N/fX7u/jP2jRO5DAdnK75PEqSJmXYfiMmCL/u7rmg1ZR8Hb5/MnUnhk/lA6O12Ex6sDFPWCajc7oImmIE0JpswPVeQqIwW+1SWVysLIcS6Xw2KxKIzwbXyh2JSdbyQbxGRqDLUcVW1ERiD5Oi8jTDbfSmaTHTtQKpVItnQEU2ZXd7yBSR5k9bxSqUgJkSmZVLWzcrk8qL41OihhGJaE6O2338bLLrsMm5qa8KGHHsJbbrkFAQBfe+21uucmT56M559/PiIinnXWWTht2rS635966ikEALz33nsREXHPPffEE088se6ZX//61zh27Fiyb7EIUWdnZ63yFgqFWiWOVXF4mNg1iSp9+eLS4Gzy5nrNBlUJYmD1gXWYFGLGnjM9J0VUlrJImc+PyTfhn2G+qhap68pWZVOlPMjKSKdWmCoPummngYEBLBaLzoNjFhSbssHdpCxN6hq1/PiFu5Q674ps3kyVG9P2xmzpDsA09VsEphDxF4Qzv03aL5XQyv5mQpB9YlgRovvvvx9Hjx6NhUIBW1tb8frrr0dExEsvvRSbmpoGPb/rrrviaaedhoiIs2fPxpkzZ9b9vmrVKgSA2lqkKVOm4Le//e26Z66//noEAFy9erXQpzVr1uCKFStq/5YtWxZNIWpqaqqRIlaJY1UcxMHRu+uuGZN3VB2RaTSjs8fSYyoL5foE105ZZlOWrq2kbhqxIoqj5UqlohxUbb8JRWnS2VGl5/obhSxQ0tV93yx8Tp+o8uDynml52SLU+V0q+FYFQ9oySculj3RNiwffjpNCJMDatWvxiSeewEWLFuEZZ5yB7e3t+NBDDzWUEM2dO7du2or9i7GGqKOjo2avq6sLq9Uqzp49G4vFIvb19QWzK1IvBgZoc8Ay6dnEFuJgRURmwzRfoqk83gcfxw+Ydk4U5cnGlq+Oy+UKBxcfTAmTb3uU5yjkyDWQiUVAXBDCl5j5a2RZDpXvaNp/h7AT0u6wIkQ89t57bzz66KMbOmXWKIUIsX4dUT6fx1wuV7vOw5ecLgKvXpjImtlnTJ7nbfmOkpktym4mH5K86QDoYjukakhViEL5Z/NubHsUJdWV0MjSDa3cmkDWlkPCZ55CtSMKyYjRhillROm/Rem5fAfeTsiyGNaE6MMf/jDOmjWrtqj6qquuqv326KOPChdVv/jii7VnLr74Yhw7diyuWbMGEd9ZVN3d3V1n47DDDhuSi6oZ+vr6atd5AABOmjQpmkLEV24KSbFViGJ1nrF2OmxokW2ILdc271LqV2xFysW2qPM3GXBsBztXv0WQqb2m7zcqGAjVjkQkw9fuNFP7Jsq1jrxl86D7DiYKclKIEPGMM87ABQsW4NNPP433338/nnHGGZjL5fDmm29GxHe23U+ePBlvvfVWXLRoEVYqFaxUKrX32bb7mTNn4pIlS/DGG2/ECRMmCLfdn3rqqfjII4/gz372syG97R7xncqXnapra2sLOqeuqoy+mftQmQaIZW+o2LFRo2J0WhQbpgqkjd0sQtuQ5ZF6PxU1H7rfKYSX+s1t6wZf1pRBNNZdhC4QkYxGHaHioz6L8qD75iFVHxMMG0L0uc99Djs7O7GpqQknTJiAe++9d40MIb57MOP48eOxWCziIYccgs8//3xdGs888wzut99+OGrUKGxvb8cvfelLwoMZd9xxR2xqasJtttlmyB7MmG3w7IDGtra22unVst0+rjCNIn1KpbY+2CJ256RTA1wGNJ0d0e8ua6Uog5eLWjIwIN5xZqpAisC/R6lvvhbRU8palnddWi6Djm5rfox2YvJdhsoAa4vYQV8IuyZpNSq/PIYNIRouCE2Isp0PixKzO1TYbe2NUIhEz7h0TKaRLhsobK/J4CGTr0PBVfGglrUvhchE5hb5Zlo3+HrleiaRDCZKhE1efJBDVV2XKWkupE2nkhUKBezo6Ag63WyiQtqUpw/yHBq+7Q0l0jIUSFEiRJ4RmhBlB2k+StRJ6bHAR/KxKrnv/DcqWpK956oQ+f4WPkmA7QAmOrWaUgd8DaY6sqEjuSbg0+Lve1MRlpDraEwCEReiElL1oaiApmVLzatJmfguA116scqf+dLo8SsRIs+IpRCxQYSRoo6OjtrVBo2WHX1EpC52bQfCkAhxXorpoO4yEKtOy/a5646ixunyTRmcfZF20cGAujK3sSfKF+XyzOy3s/lO/DeWTYvxz7ncVyUahLPHYfgkGJR3VIqhrG1Q82ryHKL97lpZ/kzaUqi+k6U7e/ZsLBQKmMvlGkaKEiHyjNiLqlmlZdvF+fNgYhEAnwOwjS0qTH3yVX6uhMi0fH0NxCwtVr9EHaOP78zSpKxDsT1ZWfaMSZSs8sWkzE3/LoqedWSMvZdVlFVEUVXHKFfAZJ8X3VelK0s+jez3MVmf5LM+itRL3j8ZaQipEGW/g2mZUm2K6pzv8SRbfuwE9kKhYFxPfSERIs+IQYhE0RiLUtgC646ODkSMt7hQ1OBCbWFX5UnXWEwaE1VtoKRrEtlRyY9qysTnOU38t+Q7Sh8dlInaJCJELj7o6qqqvlGnrahpqpQefgCklFWWUOimI1SEjmqLlWP2virTbyN63rTdZp+1qRvUPoZvCyH722z5ZgkixaZNEBMyyBXVS3ao8OzZs0mkO0QZJ0LkGSEJEet8K5XKoF1ArIKxXWbsyIFYCpHsctFQHYMsTz7tiiIk1bM+FjzLntV1Tvw7ocvf5+J1RPf1SK75tSXZtnZNFSIbm6ZqhWtfIVJ2WL/gs65QYaMu8e+aqjuxAkH+25ratP3WvsYTkdJlU699IxEizwhJiNh1Fc3NzbU1AXzEEPMU2CyokmxogmYjWVPSojyr6pRcIlwZVOqEq2Kii9B9fUeR2hmqo1bVSdsBhXKvna+8qGyGjOapvsp8iLVQVqaCxO4TQ5V7rEAwBlxVwFBIhMgzQitExWIR8/l8reKwRdVtbW3Y1taGlUolaIWiEJ2YDVc1mMXuJDYUe6J0fSsh2XRjTTnI0raxSXnHNi82flJVRd/Q2Y05yA3FoCwWhgKZGEp+2CIRIs+Iscssqwrl83ksFAp1p1WHvPnZZCBQ3QdmKkWrbGUX/GbfHYq73IayPVMFggJdfWGkPvROFmbL1wBJecd2fZGMUKjSCJUH3bMmytRQISLDTU0ZThjuZZsIkWfEWFTNKl25XMZisYi5XA47OjqCX9uBaDY14TKNR21YIoVouDfK2OC/l6jcfE//yJ4xJWWNikgppDtbD32rRT6+h4lPJs/KfGvEVJLu+aEcxAwVtSWUz74Jvg8kQuQZIQkRG/zZeUOVSgUBAEulUt16okY3IAbKQKt7l+VlOHYkwwUqRY9/JjTJZHZE14b4nMoL6SeDj4HXN7nIvhe7TYVqly51IHT94fMcioRSbMfw2QSqfqdR7ToRIs8ISYh6e3sRAGrTQ+VyuXaHWczLAKnwOXVl20CGcgQ4VOybqjghsSEpRDHsh1Dshhtc8hS6PPh+KyYJdSXNjKhQ67itUic6EiIpRBsIYhCiUqmEAwMDNUIEANjd3Y3FYhH7+vq827WFKgIwPSfHtoHEjjQaPV1nqwDw8NUhbeiENDYxGgrlGZscxxwUfdvUpRcyj66kmQ+ydaq9S9CqOprBZbbAFIkQeUboKbNqtYp9fX3Y2dlZO3Oora0NW1paEACws7PTu11bqKbM2AGSbW1tUXwIOWDJpkYa3aHrpsJU/vkidi4Rsgwx/Kb6wOo2derMFab5C6EyUHzwkWdqXmOX73C2Z5Ku7mw5Wdt2uSKG0qZDtvFEiDwjxqLqjo4OBABsbW2tHdSYz+exubkZe3p6rO8tCoGBAfG2eAohonYElOd8NiJqZOTDpio6okafWUIqIkwhB3G+k/QxtRvDb6oPlGkF33XPZK2giW2dGmQy4Pms+z7uRzO12ai+xNSeS33X5UNEeLL34qmOO/Fx9pSsviWFaBghBiFii6nHjBmDAIA9PT21wSaXy9Xug8meV9QoiVsWRTCVSzVlRo2eKCfh+pBd+ZPCdaqHrVqkIi3Z/6Z2lLL0fF4UqcsfTyBMyyH7N5fNA1TfqWSTQtaz/trY4mEyIPPf2EVdMxmYXb+TyK7sPjUXZUIFSrs2fdfVD2ow5iMfonLlv4WsLrieTi5KI8Y4lgiRZ8S6y6y3txebmppqKgsjGR0dHdjc3IwAgMViUasE+ITIjmkDNiURttGIzXvspPCOjg7jDiabbyp5ED3Ll4/poZRUhUgFkX865ceGfIn8c63L1DR9tRmeCIrUOlPVzISs8fe+uagNKjLnI1+6/LIgigUkPDHy8c2o7cOkDevsmID/npR0XC+WFrX3LEkStW3XAFTUP8cYxxIh8oxYhIgNzvl8HltbWzGfz2NLSwvmcjns7u4OcuO9rpL7iJxkZMAlWpP5YRrF9Pf3Y0dHh/Q0cEoHqrrbySbS1REfVVrMl76+PiO7okGDcgu6iICqvp/o+7uqAFSFxqReUfIgOpOLWnYm9vl6bTOAmoBt9GA7XX3mS2Qrl8thuVwWEi4feaMGLro8uhImGWzIjewdan+dPepF9Cwbi1TrV03zSyFZIZAIkWfEOpixUChgsVis7TJji6qzu9B8VyC+UosquUq1oEAWoVEirhgXHPJ+ZO1Sb2rPfiNV2hR/TTteUfmyAbRYLBqdGG1S5iICqiOlPtSsGKD45kq6qPZ54hl6EOGPAkEMN3CpyF2ooE/3nIqUUcm+L/9Mg0ZKvc32EbJnKeqvjULkY7esKRIh8oxYV3eUy2Xs7u6uTZsxBl8qlWoDjO9BhKIIVauDr9JQpUG1Rxn4VXZ9gffD1K4qwnMhNyb+iuRvdieeyZ1ipvVL5AsbvEVkUtcpxuwoVZC1ixgbG3hSGmIQptjnFYRQtnSKTWzCrGpfsX1ybY+qZxp5DVLMckyEyDNCE6KsOsQWUHd0dAg7xEYMGDrVIFTldlWmfNs1jdaotmSdr20asr/bkC1T6Do9U4I4VECJqn3bopDkEOUlU0pC2opF9mz8aWT/a9LnxPDNl92kEA1jxFCIWDTPiBB/0udQjZxlfwttMxRiDT4xO7oY78foKGOVgyovPqNqah1Q1bsQJJ3Zk+388qla+WhTPvuHGG3cB0R+6tTXGHZNEKtfT4TIM2ItqmaVgy30bW9vDzZVZotG+BHTps3g49uOy7OU903zQbFv4qPtIO6zHGKrLip/dAuVbZQ+lzxQyI5qt5mPumCCoUpiQtYjXQASyrbPgC1WO0uEyDNiEKIsRFvBh7JCNJRsNlpNCWHHVqGR/WbaEVGUAR+qgI4g+Py2voivi0/s3UqlYrTLqFrVHy8Rqh7zu8JCKHmmGKoKdez3TNIIoXiagqo4uiIRIs+ITYj4reAxO5ihQrxsQR3sh3s+Ee0HeB/TKbLydSFvFPXBBSE6YB9RLru/sFwuk54fGHh3J5/P7f0UuGwgaDSGupKhsxdCvYqxJg6xcetQERMh8o7YhIjv8Do6OrRRmS+IKqauMvuGj6hbdDWAi6TsQ53wXYYmU0A+jt1HDDetFSNatFGFdN/Nhwpgeg5N1idX8qirQyZk2segZlOe1Hd81M0YkNkLMTWoU4go359SPtVqtbZhKDaZToTIM2ISooGBgdq9Zi0tLTU5nZ1z04jIOVuZfQyqOuimTkzSyEZAFAIh+7uPk2F9HyFA7USyBDtGJGgbhfsibTa+qabxQhz9QCWzImTrog+irgoSTAZhlS8hSQv1HdtrbVzgc6A3ae++lSRWttQ6IiJSLLC37UNtkQiRZ8QiRAMDA7ULUtm/bCQYar6XP1hQVJn585BsQFUBZPeLmdjQKUSy/y/rXF2nClgZdnd3Y6lUsu6Uqbb4vJnUHZMO1VbZEdUxm/vrfORB9bwPhcj1e/ADuY2iZKIGyNqMLm+qv1EGTdnfqPnT+RjiFGxROrr+xIddqk2fhJm1BdH5VHwbCZVvGyRC5BmxCFG1Wq0jQ01NTVEWvfEn08pIgWuFzqariupkChHFPlVpkPkiI4OiY+5lHa0KlCPxZXnNkgaVekYtZ5ktWfmLYGtLVGaUCJ6qBtgoDTb1m0JOTMuIR7bOZAcfat/AbFLXi/A+8tfB6IgOdTD0TZJkz8nqs6yvMK0HfD50hMSmDtjaVNmyzaeoHvF2GkV+REiEyDMapRCxNUP5fB6LxWIwqZdn+KEqM1VN0HVsugHXVGlQ+VKtvjtlIrt40mRqjyrbywYa1oGL7tEyzZvMlgnRy6oKlDVSqjKzIW8qZYf6TWzyy9Kl3Cum+h46P/v7+7GtrQ3b29trBChLrijkX6T8qJ7lvyMjZMViEUeMGIHlcrlWh30TGArBMu0fVHVE1FeYDu6ybyorb0r5mNrk+xXKNzclZqo0TepYbCRC5Bkx1xDxHWBfX1/dfWa+oeosfN4jZtoJiBoYtaPVkQ5Z5yFr4PwCVjaY843fZnCW2dadlK2aVjRdKyHzzySdbOeqes+1jqjs2qajI7aqiJuvp6aLnHWDEq8o8m3E99owUf7K5TKWSqWaQlQqlUgqpw0oBMuU+ISyp4Ptezbv8s/bBBc+YEomYyARIs+ISYjY9BXrcFjnY7It1wSyhpNVRnx07pQGyke/tttCTQcZSlSKqFcSVGVpUi4m0zAickadluPzxQ8KJoNtNg1+isdEETGFiERnv4+PaDz7jWRqjwmpMrGtI6W+CSaFDLj45AMxBlnZd7ZNw/RZU5sm74csPz5t180oPpAIkWfEJESVSgUBAAuFAgIAdnV11Z1J5BsyqZOpFKK1M7q0XBWirCpjI8FSBxkW8aokYJO86P5OtUPpRFQDl6lCJCOE1MP/+Hxl7dtErjrIyllESlztZdU6Pp8yoiSCj3ybwsSmLWETPdOIvIr8cAE1D75smpaZi12b72NrLxGiDRAxCRE7pC3kNFkWfFQtWyfj2rmZEAxfjYg6SJmsAfLREZle1UCBCxkVRcMUIipS8XSRqo8BhKLYyPJuaj9ri28LJkqJi1pg+rvJc3z759s5JQ2+XGIoOCL4HHyp38DXIaIu9dL0fZvvYzsONKouZJEIkWc0ihAVCgXhzg6f4AfpcrmsXSTqYkfUoPjffHVsukZM7dSyZeBCECn2QnQgMp9FtkyeFZEnVfmY5o2iWph+D5dInM+vrt7Y2tJN+flUYHQk3UatdIGLUmXbb1CINA+bYIpqP7YqFyKQMLUXEokQeUYjCNGIESOwq6sLW1paMJ/P13WOIW/cppy3Y7N7wuQ3X5E19V1dpC9TJGwwMGB3hL0LmZC9K7Jl8qzoedV/u5IXk4HLZWCl+qVbXE9ddC9LV1Zmqjpk2kfofBL1ByEHNFl+2VpKdlaaCLZ+iWzqCI/PMuDtV6tmh5Tq+hTdu52dnZjP5+vsmfQNVDvs3djTaIkQeUbsRdW5XK5uMXVLS0td5xjy/hlV42L2ZSeO2kQp1EGCojjYkgmdDbbLxsexB7rOQFb+IZQQE9JgSpREv5sSVpcomEKmbKHyiw0wosXoOv9Nyl1Wj3z3EaJgwUWNUEFV91lf6OvEcF3AwP7ma0pMZVdEnE02NLi0dUa+isVinT3R86bfXRYMJUI0zBGTEPX19WGxWMTZs2fXziTq7u6uazghznoQVV7ZwYiy27kpg47pIKdSb1SDnokyoesQRbvtKAqMCBQFTtQJmwyWut90MCETpqTG1o5pnnSkxWf74eua7LC/GMQ6O8jaqgY6Oz6/UxaqgEa1wcPGHnVwN213JnZNgj3Xti6ylSWg1DOqTAIaWZvz3f50SITIM2ISItGptK5XZlCQJUHsnwvx0dlRDYI6MiOLrGR2bBqjqDxk0ZJJhEbxmbouwYboUeCizJjY9mHHxp/YCgei3TEWtrayNl3zyY4BUU1V+bJLyZMvey73mpnYU5EIk/bpQuBkf3etH6H6H99IhMgzGqEQHXzwwbWD99hJ1SEXWIvIVwhp04XMiH7X2RENTK7qC/+7TYTmI/I0idBM37V9lmLbpx0bUOqgDXTlnR3sfeTVZECyzfPAgPnhjy7la1tvTIlUtSpfp2OjgFH7G19Biuxvur5TlKZNnRC9N1QIEI9EiDwj5tUdpVIJc7kctrS0IABgR0dHrUNiv4Wae2WdREdHh/UZQCa2ZB1FyIPfQkRKNnZNOi5fNtnffKuOKjsm51j5sq36exam312Vpumg7IOs2igM/BEJFJ9t66dNHfdhiwIV0bPpD2TvhFRBdcEd1ZapT7LnY/SjNkiEyDNiEaLsKdWtra219Qascnd3d9dOrA4xiLI0Xc4kMbUl6ihiqwsxIhvehqzj8qXcqCLWXC5Xm5Y1PZRSZEc1sGSniWz8peSH2jnziolPVcGU4Kjya6L8UH8XRfX895HBh6pBbdM+FRTKO6I6YJsW5R2XqTpTm1QFyDS/qiDEx7o130iEyDNiE6KmpibhvH12CssXGzfprEMSFX6wMu2QsmUTU3GhgjpgqgZdkzRVEWtWuRGRX5MBWeXvwED9QmIbf6n5oQxqMtJtMpgVi8VBx2Do6qyNepEdyFQnZJuUlcgOf0+ZaPD00deI8uRjN6XOZox1Vgz9/f3aWwVM7OnqpctF0aa2qW2EtzUUSNKwIUTf/va3cZdddsExY8bghAkT8KCDDsJHH3207pm99tqr7uRmAMAvfOELdc8sXboU999/fxw1ahROmDABv/zlL+Nbb71V98z8+fNx+vTp2NTUhF1dXXjJJZeQ/YxBiLIVh51FxN+w7koaRHBpoBQfYqk9jBCxm7gLhQJpcbKJLZfO0yRaEykupiqDrq6wvIjKSOerCZnIEiZV3m0VIt4f1bOyMqF+V578hVY9WPr8FnqfU8q8DdF2fdvBUWdPt3vTFdWqXgHzmTe2IQYAyPZ0/qvqF/XOQhtSwtu2ressyPe1mcAGw4YQ9fb24iWXXIIPPvggLlmyBPfff3+cPHky/uc//6k9s9dee+Hs2bPx+eefr/3LZuztt9/G7u5unDFjBi5evBjnzZuH7e3teOaZZ9aeeeqpp7BYLOIpp5yCDz/8MF5wwQVYKBTwxhtvJPkZgxDxCodup5cvhFI9TNLnn3EhUb29vbVBi3KGiEp54DtK3aJYXwTRlMDoIHqX6qtsCzn1m7LB22ZRLjWPPEGwVWR05aKrEz4g8sVUITK1l1UMKQtlfQUGoZUDH0TABBSFyAS+FCJZkGVi23acYISopaWlYZcBDxtCxOOll15CAMAFCxbU/rbXXnvhiSeeKH1n3rx5mM/n8YUXXqj97aKLLsKxY8fi2rVrERHxtNNOw6lTp9a996lPfYpMMkISIlYZ+CszGGTbXkNXIgpsSQEPaoRvat+GjMl8okRMoQhi9m82B8VR3pXZlHWkFGXI9tgDEwWKfz7rW4wdVS5E1YZshCBhIpuqOhOq7xmqfdpwRzawCblRRgRKm/JJ8EUYtoToiSeeQADABx54oPa3vfbaC9vb27GtrQ2nTp2KZ5xxBq5atar2+1lnnYXTpk2rS+epp55CAMB7770XERH33HPPQaTq17/+NY4dO1box5o1a3DFihW1f8uWLQtGiPgOlVXYvr4+7OjowJ6enrodQS4DowwuBESWHxNp1bYTCtmQdBGSLzIogipfLgOiyj+ZTVkUShm4KURT9Hz2/7uQTNP6IVPEVHBpjyoioiKapj7qfFetG7IherYIPTA2Co0mWabtKaR9m99dMSwJ0bp16/CAAw7A3Xffve7vF198Md544414//334+9+9zucNGkSHnLIIbXfZ8+ejTNnzqx7Z9WqVQgAOG/ePEREnDJlCn7729+ue+b6669HAMDVq1cP8mXu3LmD1i2FVoh4OZwtrAYA7OrqGlShfXZU1DQpjclkoZ+qY3dRd1SI3TmF8DFEp2ZKKmx3y7gQJdX7JrZ8Pe/6ru07JioWlQS7lLMvhPy2jYRNkBgKlEDUlx+8rUYtrh6WhOiYY47Bzs5OXLZsmfK5W265BQEA//nPfyJiGEIUUyHiwSpOPp+vEaJ8Ph+so8pWVN2UimqtAYNJ41d17FmS5vNAO9UgYANVlO1iT/Wsrd829nX54pVNW5WRqhj6VEgoiFHWqndclUgV0cy2KxOS7atMXNqfi3IYG1TiEUu9kamaLmqnCNn8VKuDF7jH+j7DjhDNmTMHt9hiC3zqqae0z/7nP/9BAKgtiA4xZcYj5knViO9UpKwylcvlgg0AogFbJaFnd6PYLrjNPiuLGrKNM9uQbAdEUd58dEB8uWTTchl0XH0TfQef9vnOk3poKMUH1TMDAwPSy4V9g6LGmCpeKvDv6OxT2hrVP5O0ZOuKTLe4U1VBSr5s67vOFpWo27xn8w1Edli5U4MSPpjhCZlqpkAXKKnKgK8fsQjgsCFE69evxzlz5uDmm2+Ojz/+OOmdO+64AwEA77vvPkR8d1H1iy++WHvm4osvxrFjx+KaNWsQ8Z1F1d3d3XXpHHbYYUNqUTVPKrLng5gu9HS1L6qofEOw2T0kAmXg5RUiG7uqPIVSiFw6PJ9KmE2a1GfZc7JNATbp6p4JcaWMyIfOzk7M5/NK8u0yqIts8gOUivy7DCgUAiOzJxowRQqALn8hyaQqfRNbvMphctyE6L0sTNuYrA6wchcFZSbpUabBVQEgFaI+M6RaNGwI0Re/+EVsbW3Fv/3tb3Xb6tk01j//+U/8xje+gYsWLcKnn34ar7vuOtxmm23wgx/8YC0Ntu1+5syZuGTJErzxxhtxwoQJwm33p556Kj7yyCP4s5/9bMhsu6d07rGlXx8N1dSWye4HH4NNDPiyqUpH9purbdP3fZ7Aq/MnxrdkZIRdY0NREFxBJQw+bNsEFrp6qCJYvtWVGOmLgrEsGaJuKjD9rjxUtmwUIpmfFMJn01/L8pNdDuFzkxCPYUOIRAuXAaB2aOK//vUv/OAHP4ibbropNjc347bbbounnnrqoIw988wzuN9+++GoUaOwvb0dv/SlLwkPZtxxxx2xqakJt9lmmyFzMKOIEDVi8DaF74HApwo2lMvPxjeV0qTrLF06LZOpSVf52yTijgHmj2ydRQiiScmjr7pN/b4+7dl8vxDfnZpmyLZle06Wze9UX0wInwuybYupWyF3Mw4bQjRcEHvKLMaUAMUPFXw2GNlZS7YIPTi7wMY3PtrMkkeVMpONxGwix6wdXVTtqlSpfNWpD7agpMv7b0oU+bRkZSqyJYJJFK9K1/S76OpAiEF7YKD+6hdf7ZLqu+9+wIe6IoKoT6F+D5kvIZQ5Hr4PspQhESLPiHV1B6ugHR0dUoLgs1OwXfBr6ofuWd8EUDbQ2QwCVHu+ykIHfkBWDdAylYMKWcRoUj7UZ1W+mtgzKd9qlXa5KZ8+9WoVkT2bqz94+7ppBj5d2/Y1MDCA3d3d2NLSUrvrTFYHXIiiDPy1DyFUC9n3NE1D9u1lbcilH6AQOl1ZuX4v176F4qMvJELkGTEIEascrHGySyT5NQy+KlF2MOC3tptC17h1jc+2c1C9J1IcTAdnqq8hBgOKb2xwzB7cKXreh7qSTSfUei+ZDVOSY0KedLscTeqAbmpNNZDZ5JGqpukIkcx2tfrubtcsiRP5y198S4Uq37xybNpP2JBUG6jqnIwEufTjlHcpCpELEVTVQSp8K3AyJELkGbEVonK5jG1tbdje3l7rkFgH52vqgBJpivwTdea6BuojChNBFXGJIhgfHaoor6HypwPzhV1om5028xHByexly1J095VtHaWoUD4vNqX6QkmTf8Z0wJM9TyFWunQoAYtsG313d3dtykrnv831EKpycv2WPogDBao0+Poqaze+7Mmed1HMffjQSCRC5BmxzyHq/P9vMW5ubsbW1lYEAGxra8Pe3t4gSgQ1kpLJ8DYDhg9/KWcKqYicDiaDi+nffUBF+tjffC5W5EkwUzKzRLBaNZ+GEqUvIwLFYpF0w7crsgOZTTRP/e66AdLUtk09pBJ/ql3+XVPbvjAUBm2+LFyUIRcfbNvkhoBEiDwjFiFiDXj27NlYKBQwl8thS0tLbR69t7fX+24sajTPdy6mu+NMBwgTcmaSl9gkx7UDNCWbzJ4pEbKJOkXn9FC+g+1AVa1WMZ/PY7FYJG3vdxkQTRQilyMHdPVDRRJD1EMRQbOpGzq1zGd/YPt+iEBO9410pD8E+DYZkyjqbMXwJREiz4hFiFjHwQYaRoo6Ojq0V2bY2qNEDqJBzjSqpHbILjK37bumpMXkeZuOXxVt+7LHgyk+Nheb2tiyIYmmxMOFjJrkjSm6NqqVC6kJUQ9FaYYg9Sb9gYsq7tonmahd1DRtnuXhQtRMSLirP7oALYZilgiRZ8RUiNi8fUtLS40MhTq4iho5mBAnajQmikR1aVDyw78bIwpUPUdV4LIdg+l0pE0esu/09/drF2ebpumzvBlMlQaf0aesviLGO5SSV21CHUUgakOmtnwpAwMDtBPDbfyg+Gh63YRJnXOpn1Q/WJ0xWUtpQ1JkxIfZktlPCtEwRMw1ROVyubaQuqOjozZIhTy4ikHWEEJ0vlk1LNSiyqwdXeMO0TBlRFJH3GwIkerbyd7nv4GPOhYy4vOh7tmCUl9D2/ap2vjwwefzKjBS1KhNC1QCHhNUUqNq27I0XIIrfu1i9qqnLBmKeUFzIkSeEZMQlUolBABsaWnB3t53br1vbm4OfngVYtzGroq4GUw7VVuFyMYWJW0ZkTSJMnWSs84XCskVdVq28Cm3h37Xxo5PRdPUtqkqFUIh862ihrI/XG36Qoj+lWKT37ksCiBiE9xEiDwjJiFiC6pnz55dO9sjezhZLAyFzsDUB1UD16VlM+1he74LRXGzlbz532T5EkVpNioTNb++JHpVRx9rEBZ1/KZtk0Kms9MK/NQ2ZUChlGvodk4ZmEPYGyokZqj5k4Vv37L1TffdY5ZLIkSe0QiFaMSIEYPWEcVUblzO77G16zotR5keYoMD/6xNtKQjRKIOgmpP5a/qXd6mbOAU/WaqMlHLw0QR0yE7FUAldLaQdfCdnZ3OdzCZfP9qtX7qlT+wUAZKuVLLzITAidKPNdXouw64Yqj54wqTYGyoIBEiz4i5qLqtra3uotvm5uagUTCP7BRN9l/oOV++00eU77yygY6QiKaQbBUR0e8ygtPX1ydUcGw7Hv78HNW1HhQCSikX5k+5XBYSIpdvJ1O8WLlRCJ0N+PLJDuym09giv0wiaN4XHRGn+qD6Ow8VuWe/i+qaqULkOuDGUgl9ve+zj/Phk84HGzXXlET7RiJEnhGDEGWnx7L/2tra6p4LHXGIBnHf5x/J7Kp2dPjOt6xTDxXNyhq/asu2TYehG7hEz1HTk72TrSe+iI/MT2r+dOnqnpURWEbIqG1BpdIh2t0zZjOgubYfWb+QHcx99BEqP2XfJOSAqis3Vx9s+zgXuyZl7GJXl1Ys9SwRIs+IQYjYwJjP52tkKJfLYV9fX91zMWVJWfQSM5IxVW1c7cmi2VB5ptxWr+ucbA7RoyoGou8uW1js8o1keVX545KuCNTdfaaDgkpdpRAik7ZHLUcXsLT49VM+bJiUu65sfUDXTkzXkFHaFzXvtmvXVMqwr3qPWN+3id5NCtEwRSyFqKOjo3ZVB/tXLpexo6OjTp4PUZFUDV+1oDN0pZZFozZRvw8/bCMnGz90REOkaPmKWFVqTwilKFQ9MlGRKpWK1a3wtvZ1gxODiYoQc+BpRJCUtWuj1vny0aSuZ+3aEpnse6J6Q80bn45LcGFCzmOpQSIkQuQZMU+qLhQK2NTUVFOLsgSJVaYQlUu1IDa7toePynz5YhKJmdikPEuJinTqh86Oic/UaJA9l12HZNppySJWWeSrGsRNo2ZV2cYaYLMEX3RJbgh72cGIonDYEA/TQdi2vG3UIp+2TNIymZ70EeBQ/dX1ffx3F31PqtIoWheXTUf33crlcu2yXx250ilEsZAIkWfEvsusr6+vNnU2YsQIbGtrC6YQsbSyC2L5hqg6zdqmgxZBNzjYDgq6wVs3YFCJjA8lQGZT974qerQhakytFC0apkTGptFqqVQaVPdC73LM2mH1znYLvQn4b5XNO9VvU1WJUn62pElWH3y0Kdl7orpHOTbDhBD5CPQobUVlS/a+6DuwvJXLZaktSrCky3d2zWO2LooIcSMO0xQhESLPiEGIspWzUqnUTZvF6KCzjc62M1B1vLo0QzQgaqccIprNvuu6zoD5q9oxliWLJlOaIoLLFve3tbUNGmSoeaLYZR1pT09PbXqYbSlva2sjkzoKeH+y9Z5FvX19fc7ES5dvfuBWDdKyepDL5eoGJRs/RM/bKH8UdcPUN1WaMh9VmxOodil2TNKyDRbZf4vOINOloQokdN+KXeGjyjdff/nxI+uzTv0MEeiIkAiRZ8QgRNlOn229z+VyWKlUgi4oFlVKk4pKVVp8dTIm4DsWUR5DlC3fObnsvsqmKSKMooHeZqFp1md2o3x7e3vdwCvrXG0izezv2ei2o6OjFggwuz7qhSg6ZvWRnf2lGkxt7TDI6oTpScLMb9t752yCFlanVOeh+Wy7qmBF9pvP++QoBNwHSaembdJXUftjkT2b3bWqQENHlEOWYRaJEHlGaELEOjkWIXd1ddWpQ9lKZjL1YmJfFc2ZTNeoGqxOsvbVqao6UZX/vmzqOgUfNhhknaepTZHP/JlGJmVoogJkyQIbeFUDvk0eVWXnc+2QzDd+SsMk6heRQlsCoAtaRL6zI0Hy+TyJ4KpAqReqKV+fA6qNuqV6xqTO2/jF97W63WLUsYISOFLLQlemMgUrpFqUCJFnhCZEPENnUTI7iTZbmSi3ztvalw12KpsmFVlHiCgdHMWeCUnwpVyZEEOfjd8kLV05ZH/T/TclXdN8UhdhhiCxITtkxMF139Qen2fbMrDJZ7Wqn66lTLdQ/PbddnX58nlEgWneqBARFl2/zKaedaeZ60BZd0WxpQsSTdZ3mSIRIs+IoRBlK3x211C20VM7HVv7sk4nu7MglB3K74g04uE62Jj+rrJJUXViwWSw8eGjaRq+VAYbhP4mrj6bEFTfoNYTHwGN77arAkWJ8ZEe9XcZRH2ebixgJEW31kwHCtlhz6iustHlPRGiYYSYd5khvlvB2traartQYl/umkU2Qox1SaMM2YYVQimw+V0FkY8hBzMTJUdVfj58NE0j5iDvYruRfsb0g5K+D5XNJR8h6pivcnUtD9bX8soQRdVigbTtWjPVFTkif8vlMra1tWF7e7v3tW2uSITIMxpFiLLXd/hWhURQqRysUbBpPV8LhV2IiE0jMiEMPuBDxTJ51mQaoFHEjPpM6IHSR8ROTTdEXnTTEK6IReZNAhvXcoy5Fdy2/FgAWiwWtZsoVLZ09lS/8dvrVWkw4hVi96MPJELkGTEJEatg2Utey+VycLuIesUgu/Dbx5ktukYc4lwY1bRRaMUkm5ZJx+xjwFDl2zQtCig+68rbZfByta+CrlxE6VJs2Q52PtoJlcT5UmVNbTPFolKpWNtnRIMfsEXqig/VSVZ+vA8i+53//yXC1EM7bS7PVX1L6qL9bPDO70KMVX90SITIM2ISouxuFP7QttDsWtcxZRuzj6kz3QAQ4uRg3ma2garK10c0nh3ATLbGqzonap1Q5dvkGSpcCVe1Wq1t/7f5/jb2fbUvW4VIR3xkbc6H31Q1I1aEz/vDFIuOjo5gShuzZVrvTQMWnujbKkmuvvr4lqo1RiLffB6PQEUiRJ4RmxCxBWpdXV11jDtWdJYF34AoZ+GY2pA9bxP5+oruXH1SRUempEr13X2qHDYqUii4KkQx7PkuH2pbDDFFNlSieZk/IQfSUApRKHsmtkORfor9oVKnEiHyjJCEiK80fX19deuHsupQiB1mugrK2zUdSF0GNhv1w1eDk9mmdswuUZ/KF8r3MM2XToGwAe+zTfomebPp+Pl6Y3qgpc/O3cTfEFPJtj41AkPVL1PEyMdQCnIQk0K0QSAkIeIVmJaWlkG33fPP+QRlsNJFpnwjy/pqM9CYwrcMzKdJ+TuPUB1Ptao+f4Tyvs36Fhc77P/bnIRrY0/037p3bL6Xz29s8g0aPag1Go1UrnwiRj5UfXMjkBSiDQCxFKJqtVpHhkSHM8YgFTIfbaaLYnTeIWzI0mz0YKRSCk1VEZP3bPxkRDt7jlaosrNRzmJ9y6Hkiw6+/LBRd32lbTqN4xtUNT9WWYfsj30o1KGRCJFnxLztnp1S3dbWhm1tbZjL5bC7uzu4zDicOu1GIXT+XafUTKdSfOZHlpaMaIcYDGyjT5epOQpiRsWu5erLV6oyHFqdzGJgIM66NFcVl4fum+rK0KQNmtYfl+8XazxJhMgzYi6q7u/vrx1w1dPTg7lcrjaNpjsTIgao0c+GhFhrN3RTk41+T1X3qJ0utSyp9Vw37SWzn33G5JRcmwGAtRl2ZEXIdiMiIr4JH0U9pZIPW7XHRgWikjRX+O4jdXVOVxYyX0TpmpaRSxBHPVrAFYkQeUYjdpllt5hmr/IYCnPAjT45OzZsCYcOtmRBl46pfao9yrQqlcDoypJaz02jZ1G6JoTItqxDtxvmF1u0qtvW7QLZN+Tt+AjeZL7bEtPhqHC7+G3aZmOqaLLDJ30jESLPiLGGiK21aG1tRQDApqYmp3NnQsFH9NPoPJgi1M4I0+mkUOWWrYPZCN9VTlfZ0qUbYkothC3qu6HbjUop812WrJ7wRNp3/VSVWQhbjeiTQtu1SV/UH4TyK8ZVUIkQeUaMXWadnZ21o8993FI8lOEiATcCsRQi3bOhI7fsdxF9o1DfpdGqpwti+q6qhzHaTAgFyMReSMSyxZdZjGk8F1UzxAnosZEIkWfEUojYgmpGjELc/GvjWyhFQqZEuDbEUNFjuVwOdiOzDrE7Tt138VnGJipLzM6VYi9mOdhOqbrapTwX4hvGVIFcbVHfF5FKaqATm9jo+oOQtn0iESLPiLXtnjUO/lDGRiF0ZZZ1Bq4N0XTeXOcje95krYkurZjv+kLWh0Z0dLFtDlV7vuuCST5ltqlpNHKADGnb5dvZkikqfNQX24BsKPRbiRB5RowpMyaD9/X1YUdHB1YqFSdm7grV/D3/nK1/rJHxlwLyz/hcPGlKlrIkyPVbDIVoyRdCRts2NkPAxt5wJL0mSphMnWq0yhdbzePTi/HtGkkuTJSsoYZEiDwjhkLEOhpW6bJb7GOt5ciCOj3iMshTpgBiyOZZP/goyKcqJMuL6hkXRcvkN5NndM9S6oTPfPl+nxoMiMAHOKblGHJgN0mbLXblF1BT8uXqn++b231A5JsPZS00XPsTVVqmzzSqDBIh8owY2+6zDa6jo0OpSsRQGqidjY9KHmIXF4V8MGQHMT4Kcu1AKOlly5cva9235tNTEVlKvTGpWzJblDIzrcO2kr2NvWq1ar2Oj0LyVb75/kam77Fn2DUr7H9NCJ6rf9QrXqhBmw+IfDOxGaPPptgN7Ycq/UaVQSJEnhHzpOpqtYo9PT0IANje3h6daasUFB/2dITElx1ZZylqlDbSN6WcRIO4qX3df/M2VHmlRnhUdcSFNJuSYBG5pL6nUh1k3zEblKjSldUZW6VNVv4mdYRiR/UMO0SS/TNVykyUHlG+bBQiqk+uqhW1HvlUZiiQtSeqHzZ1yLTehx5bZEiEyDNiESI2uDU1NdUWVosGutA+xIwgsgOASVSta9gyadtXObJvlV3/RCEgLvYZKcie7qoiCra2bImU7BlRnZLVM9MO1TQv1N91fmTL3HebEZW/SmkMZZ9XakzLn+IXhUj7OKuGWkaigMNmsXhsNYRtxuns7LR6XxeoiZ7zkccY5TRsCNG3v/1t3GWXXXDMmDE4YcIEPOigg/DRRx+te+aNN97AY489FjfddFMcPXo0HnroofjCCy/UPbN06VLcf//9cdSoUThhwgT88pe/jG+99VbdM/Pnz8fp06djU1MTdnV14SWXXEL2M6ZClN1llpXtYzUwE4XANv1sI7NdtCxb2yNr2L7zxL4VO304S+pkNlzJGCNh/OmurlGfzk/XumdCDH3Xc10Z2JIsmSoXwmeRvSxBCmVfto6I+m1ciTRr46VSKdp5OKz+sT5XRcZUaoktsbetryrFldL+dOSHkmeVf777KBM0jBCtWrXK6Pne3l685JJL8MEHH8QlS5bg/vvvj5MnT8b//Oc/tWeOOeYY3HLLLfGWW27BRYsWYblcxg984AO1399++23s7u7GGTNm4OLFi3HevHnY3t6OZ555Zu2Zp556CovFIp5yyin48MMP4wUXXICFQgFvvPFGkp8xCVFvby+2tbXV3XjvY4eTCWJGN7aLlmXvxRpomS0TdcsXsaBGzL7yHLPuxbRlAt1AENIuT7R5ghQarK2Vy+Wo36YRdtm3DdmeVe/ZKpqm9ijp2BA3WbqxFbMsghKij3zkI/h///d/g/5+991345QpU0yTq8NLL72EAIALFixARMTly5fjyJEj8corr6w988gjjyAA4MKFCxERcd68eZjP5+tUo4suugjHjh2La9euRUTE0047DadOnVpn61Of+hR5EI45Zcaik97eXuzu7sa2trbaFnzEOOuH+K3/IWAjh7sMSqEHMddouFE+DaV0VfZiXSis6uhDkBDdoKM7p8unLZ1SQ+0vqf75Uu9C1EeKohHjO5goTyb2XNOVEZxGKkEyBCVE+++/P2666aZ4+eWXIyLiunXrcO7cuThy5Eg88cQTjZ3N4oknnkAAwAceeAAREW+55RYEAHzttdfqnps8eTKef/75iIh41lln4bRp0+p+f+qppxAA8N5770VExD333HOQb7/+9a9x7NixQj/WrFmDK1asqP1btmxZVIWou7sbS6USViqVQRdCum4D5+2JpkayU0GhZGpfkY7Oji/EIKIx7vXxsaNP9+18dOK8PdP6aDtwqNZjhTiHRacW+CRhtsqEr8HS9jkRsj4NB0XbFrHyZmpnqCq5IgSfMvvpT3+KxWIRDzvsMKxUKrj55pvjTTfdZJNUDevWrcMDDjgAd99999rfLr30Umxqahr07K677oqnnXYaIiLOnj0bZ86cWff7qlWrEABw3rx5iIg4ZcoU/Pa3v133zPXXX48AgKtXrx6U/ty5c+umrNi/GLfdV6vVutvu+cjYZ4PkG0F2YPYRkfvsZFXvxOg0QtrIEtHQ+XBZfEklbnxZuZadjUJkS7hVa4NiKhGm9lwVSp95i6HsZL9vTN9DEKJY30WV3oaiJosQZQ3RGWecgblcDkeOHIl///vfbZOp4ZhjjsHOzk5ctmxZ7W+NIkSNUogQ34ng29rasL29Pfht90NhGmm42NmYFSLmH3VRbQwioYMPwh1TeXDFcPLVB0LVKVP104dfMb8d1Zav8h0K9TIoIXr11Vfx0EMPxdbWVvzFL36Bhx9+OI4ePRp/9rOfWTmLiDhnzhzcYost8Kmnnqr7e6OmzHjEWkOESLvOYihgKDD/hPDIThVlz4lq5PffkIi2LwwnX3UYznXLhlDFzC81IPJFZIZCvQxKiDbffHPcfffd68jL5Zdfjptuuinuv//+RmmtX78e58yZg5tvvjk+/vjjg35ni6qvuuqq2t8effRR4aLqF198sfbMxRdfjGPHjsU1a9Yg4juLqru7u+vSPuyww4bcomrEdypssViMdsGrbYW1bTBDUZWy9Wm4y9kU+7JpJNcb112meIZC1DkUYVpPfE2Ru3xLkToa+/v6JCm692IoNKp3ZcskfPQ5oXx2RVBC9I1vfAPXrVs36O/Lli3DGTNmGKX1xS9+EVtbW/Fvf/sbPv/887V/2WmsY445BidPnoy33norLlq0CCuVClYqldrvbNv9zJkzccmSJXjjjTfihAkThNvuTz31VHzkkUfwZz/72ZDcdo9Yf20AAGC5XEbEcNMqtnPiAwPydR0mDVKUbsgIjfIO1QffHbcsvVgDhMiObBpJdao4pfwoeZI9k00/dgQak5yGXjfFnhdtojDJp8u3zPoQ6xoOim+h2lyMviX7rm762mc+ffnsG9HOIXrjjTdcXhcuXAaAukMT2cGM48ePx2KxiIcccgg+//zzdek888wzuN9+++GoUaOwvb0dv/SlLwkPZtxxxx2xqakJt9lmmyF5MCPiOxVWpBCJOg4fsCFEOpVAVbltIyhqR+IS2ZgeQOfaces6K192bP0RgSK5Uzo3F1XB1JZPxCSn1J11smBJRxxVCpFJG6bUYxOFSGVLVwY2z4nKyUfgGUIxMW03uiDHZ9+yUSpE69atw2984xu4+eabY6FQwCeffBIREb/2ta/hr371K3NvhwFiEiLEdwad1tZWbG5uxr6+PkQMpxDJGgdF5ZGpBCaVm0oKfAxEus6Qon74RLXqtq06tqyNaEZ2YiwSj10Gpu/a2jJRiHTqS7Vqfs0Cpf3L0mqE6uDruaGimPhKU/QdfQUsPhDDTlBCdPbZZ+M222yDv/vd73DUqFE1QnT55ZfXpnc2NMRWiHp7e7GlpaW29T5GxUSkd6A+ByFd4/Q5uIpsZf8WW6ofGHC7h8xGTTPpUE0ifRP/qLZsEFpVMvUzBslWqQmMVPkkpzYKkastnf/Uuqrzzcc5XRRbLkTZlZCHaiM2eQpBGnkEJURdXV3417/+FRERx4wZUyNEjzzyCI4bN840uWGBGISIVabe3t7adFlTUxNWKpVgFYavwNnOwDc5sBm8Ve+ZpKF6rtEyrwlRVH0v3bs2PvPpUN6lqoz886JpSt37jYh+TQm0Kn9U+PLXxa4vkk2158OGzTuxDl6MQQR4Oyb1KBa56evrw2KxWJsJCYGghKilpQWfeeYZRKwnRA899BCOHj3aNLlhgRiEKBtJstvuW1tbg0R4WZvZKRtb0kKBbWOkdMohOpeQSgMloqYM9pTvpVIPTMgN1Z5pHVIpKDpCRiGN1LxSn6XkVfS8an2PDq6kxnRxtojEmZJsE6WFQhpt6rFNv2VCiBodTJnaCU3CbNpZqVSyPiiWiqCEaKeddsL/+Z//QcR6QnT22WfjHnvsYZrcsEBMhWhgYAC7u7trhMh2DQDVJuXW7FANydReSMLGp0e5psHWrojYUNYSUYiUzpbs7zYESZSW6TfVDWjZwdzGZ5Vt12d9lr/Ojsu2eNP2myWptgGZyYnorP7bnL1m0zf5IlEmhDg08aHYiumLDqzsyuWytylKGYISomuvvRZbW1vx3HPPxWKxiN/73vfw85//PDY1NeHNN99s5fBQR8zb7qvVKpbLZczlctjd3V2rLD7ntkU2VZ2DL3WKt0W5sT7rg82gYFNubNqyVCqRbdlExFliUyqVSJGp6eBIjaxVZMNHR2ubhmhwNq2HvhQiG0Jqo2yIICKd1HZpakukKpgOXKbtQXT4JyUvNoO8KYly+Ya+CZsKoRUgn4hJzoJvu7/ttttwxowZOGHCBBw1ahTuvvvuzneZDWXEvO2+UChgW1tb7XJXphwwOTnWDijmjy7yd4moKPI0e6ZUKlkNjDZ3d6n8kuWXSb+lUolsh2oza5udGcPy5FMV4wlSzLonU8kYASyVSt4vVqVARA5MlT0fyBIM5ofvIzhEdZvZbW9vDzq1wWzr1lr5GPRdyGhoW1R7onRdSQb1/aGkNFEQ7RyijQUxFaKOjg4EAMzlclgul7FYLGI+n68NRq4nBJv6IxsMGFymGCgNixGFcrlcy7/Jzecud3eJ/JLlt1wu1x2kaQpqtMmmFkITBFHUHrLuZe2J6lgs4sFDFRSofI7hh+91haK6LVKIQgzG1HR8KEQ+fDJRUH3Y4+FLDaL08S62hwJ5SoTIM2Juu2fTNUwlyufzdQNB6AqmU4JcFofa+CDqAF3WU7hCRrBCR1d8vkPVg6yd0N+aOrj5sOtS7iYDtC9/dXZCDMjUvLABMasYUgdJF19VvjQiQOQV1Jjqpa9vTpkFENmm9kVDYRrPOyEaN24cjh8/nvRvQ0Tsc4iq1SpWKpUaMYo5+OuicZ8VXNaQhkIjksHUNz6Ptnnj3/M9sGTtqBQ4E7u6Z0MOor7K3QYiwhDKRrXqf8OFrrxZUJA9EoSqWtn6yu54zOfzde/aEFYTZAf/LPERKagxFSJfsA0wqfUvpJJGhXdC9Jvf/Kb27wc/+AGOHz8eP/3pT+OPf/xj/PGPf4yf/vSncfz48bUb6Dc0xJwyK5fL2NbWhqNHj64RohgdebZDU00D+KzUMvI1FGRWGUx980VkbAZ4G8Kp6yBNBjTds9SysBlEfRJIUzBboacYQw00uvLmp7FNFBtbX9lawGKxaD1w2yAbIPDEJ1Sdih0Q2tgT1b9QZNgVQafMDj30ULzgggsG/f2CCy7Agw46yDS5YYGYi6r5e92yO81C27Y5wCsL0046G2XZNBJRQwylnNi+G3KqRhfZyTogl6ja5BtT64CPZ3TvNIJk+/C7EeC/MV/PbDYdUO3K6rTtLlvbdpntW1yn6KllQiUWPuAzfwwugVZIBCVEo0ePxieeeGLQ35944ol0MKMjBgbeOYNoxIgROHr0aKxUKlHmp10rK2tc7LgAFklRIkWXxs9sMFJlM5+f7axcIhjqu9SOmJIP39G4qbLhg0THihobFZ2aQqaahoTq22UVktBqm8iWrd8UW6F3s5mm5buOisqHb+M+dyrKxhE+8I1N+oMSosmTJ+P3v//9QX///ve/j5MnTzZNblggJiFi0jC76T5G5XEdzNn72bN0dH77GMyzpMp2Pj/rB0unr68vWGTP55uPxlkZiqYjbG3q3mdRItu5Ri1DUzKp6qBd1T0TO9R3bGz5+CbU++18Rd0yEsbSL5fLShs+v5tJfmzrHMVnn/2uqUJk6qsMovJhf2Nt3PfGCZlN0Y0IsY6QCUqILrnkEiwUCnjggQfiN7/5TfzmN7+JBx54II4YMQIvueQSG3+HPGKfQ8Qudi2VSg27MVz0N1kHZKP26AZC02jJpCHLbGcVp1ALx/n/zuazWq3WkWEXOxRk8+t6thGFGMSKym3SsbXNv+cjD7rAI2vLh6IiI2EmyoZK1XIZZFXvUtI1Dbxs+jJXuAaPJunqph5NbFHHDVkZVyqVKPfGBd92f9ddd2G1WsXp06fj9OnTsVqt4l133WWT1LBALELU39+PHR0d2NXVhS0tLZjL5bBYLAY750TVEEWdXCi1KmuLdUQhOyRVRJy13dfXpzx7xcUWb5ORM9VVCbrvZRp1ZfNbLpdrBJz6nin50b3nqrbYDmYuSgv/rusArgI/mMn8VhEqWV2kDJ6mhIo9bzKNzduwvWyVWhf4esofBJsNlkLVw6wPVJJhCz6/rA4xFdCk7VDaOP/3bPq239YU6RwizwhNiLIdB4vUAQBbWlown89b3fFDgSoayHZyoaVNZiufzwclgLw9nZ3sKdc2hMPEFg9Rx0XZ/We75syEAFNUEdPo3UZRUqWngkqlswHlfdt6YGqHPScj/CY+UL5zNm3Z9zPZnSUjKKaDJrVOyghYdsrath5SleasD651UQdR3WdjDlVplKXF0lMd4Jstk1ABNo/ghGjdunX42GOP4e23344LFiyo+7chIjQhYpWlXC5jR0dHbct9V1dX7byPEAstdRWSH2QpZMC2kmdJUYwFpRQ/sxGyiHBQ82pSJrLoUqc02dji88qmatngI+vceBumO4D4qFQ2EJiqLdS8i8imy3ekkj/TNpxN10TFUhEfm7ro8p0phFr1DkVtodYFynd3qVfsOaYsi9YiUvtcm/6Pry9ZX2TfTNQWXaBqI8xO1lYMUhSUEC1cuBC33nprzOfztflr9i+fz1s5PNQRUyFia4iysm32Cg9fkYPJYGOiPtgONtlnG7FuymZQdI3mTCIs145D9361Onj9ki3B0L3LolKXnUsuZW9blrFtZtURU9s29kQDKqVumkJkx+UMG6pfInVEFtzYlB9FGTIhxi5tgv3/YrEovIMuJDGTpSMqH191SoWghGjatGn4iU98Ah9++GF87bXXcPny5XX/NkSEJETZDqG3txfb2tpqBzIyJs2Ikk/lxKaDoTQSVafjwzdf4G3Y5Nm101ARCVtSaBqV8/UvGyWaksTs+i/d9J7pmh2RjdCkWeZDiLogQpYQUeuFix+iAdVn3VTZ1E0vUcveJgATBTc2fZCofEREizptaeqDSNGWKUS6tHW/q5QgHen0dW4cFUEJUbFYFJ5DtCEjJCHiOwR2uStbP5RdaOyz0oTq3H1EWr4biSg9qp8hyZlORfGx60lnyyXylnV+2XOhfBN4nzsAfSJEPbFRaVz8oBILn3n1TbJsffPRb1H9MQ00fKmmJsRR97vMFv932wM1fSIoIfrwhz+MN9xwg5VjwxWxFKJsdJ1dYJy9SydmRGwClo9YFx2adBa+BglX2EavoWzons/+JurY+HINoSDwvjRCGaIgRqRLsRPDj1h5tcFQ8y2mP7YkxoctWfsMGVBSEZQQXX311fje974XL7nkEly0aBHed999df82RMTYdp+tYH19fVgsFnH27Nk1kmFy3oiJLV9gFT+78DpkZ0BpaENtEPUVvTYC2R13Kr+GgiLYSLs+1NWhUl9d0ci6MBTajAiN9CvUrABiuLWPPhCUEPELqdli6rSo2g2sQpXLZSwUCnWH5PncBZC11Wh537c9Hln7oSRxql/sO9p8Q1U5mubLNt+MpPf19SnTMZ1m49/xRbIoqFbNzuWRIfusC+nNTjVSyH4M1diFpJmUhYnCbNr2Td+1sUd9z6Qt2/pl0wfo2qAuHQrZahTRD0qInnnmGeW/DRExFaJSqVQ7E6K9vR0rlUoU8hI7Wo4p7bPBPLtLz3TgovorOzfFZqBUdSSyAURnx0RZy3Z0VDtU2Z5XErPTwibnL9kgW66ytE2+Fz+Y2CxOz5IzysBRrcpvYafapIDlzeb8GBMfRPVClo7o21ADA5t2aEtyKX5S7ZiQK2ofIFPzqfk1fa5R6//SwYyeEZMQsV0B7e3ttd1m/NqNEGTCZ0TlYi8E2HRPsVis5cNksZ/JoCwjRDblqCojNoDyh3b6UIiydmUDlS2plhEs0YF42XyKDhm0rZeUaNhWIeLT92VPNODLSKTIBxtkbWRJWoi2qyL/vD1T5UVkp1EKke3zJuSKWpdkalxSiDS47rrr8M0336z9f9W/DRExFlVnDz8sl8vY2toqVYh8dUiiCu17URy10fogXrI0KAuCVelljz3QNWofuyqY3dmzZ9dNU/HPZC/TdbWVzZdo+y7lu1DIIBtk+SlgUyKpIhk+SKFLfVT5o6t3NsqGKzmVPRM7SJLZDP29hgNC5M8nUQlJSF3hnRDlcjl88cUXa/9f9i+tITIHH4H39PTUXd1heqeVjW0V2XK1RW0oPkieSRomSklWHZEpFiHywQ5VyypbWf87OjqcCRGzlV2/YrtTkDJdWK2+e1UA5ZoQGVQkw4TsmpIBV+giaR8nTFOhIzw2d8L5CGqG+o5aW8QmA1R7PsjMwMBA7T5E0QndprZ8Ik2ZeUYMhYhVHnYOEfvHTyH4tm17GJ+JDUrnGrIztUlblRYbtKhrN2wG+97eXuzu7q6dR8VssXL0dVhn9vuo8kXJB0UNZHkrlUrG64J8qo22ZCC0OqL6puzy50ql4sW+LC88saW2YV+DnUr9U/kdAy7qo2352PYf1Dbm+n3Z+2z9a7FYJB3qGes7JkLkGbFuu0d8t9NrbW1FAMB8Pj/oyg6fFcmnqhKiMzAFRfWSQaU6ZH/PkpJQ6ldWncp2bmxhYogLd3Udo89vaKME+LKvsq2zoRsUKHmRlbMuDbYWDgCCtaOBgYHaafmVSgURBy+KlQUCvpSd7JQtTxJVKpouX7rvQ3lGdHp49nlV/RFNp7uQd9XzIhWW8p7LdG65XJbe4ebSL7siESLPiEmIsp2lbMrE98BE7chtBwtTOy5wiSh1kSmfP2q6tgpVVrkJeWo5D1v1xJcdHjHt6gZ23aBAaZPsWdM1YD4UIl1drFbld9qpAgFd2zEBn1aWAIkIkmnbdnmGv1+OV/RMg0KKTVuFyJSc2n43W7KZFKJhiliXu/LbgGWLWxslGbsoREMdlE7EZ/5MOnLbqbFQHZwtMbT1z+dgS7FrowLZKETlctmIEPnIO0UFkLUDFTHVqasm4PMp6vvY3Xum00KuChHvi06t0vXbw7HPHG4+J0LkGaEJERv0isUi5nK52s6i7G6cWFdiIJqtyfAdvZtGN74aJ7/tW5WfEAOTLE2XXWsmA5PNN2e/udihQDfY+h5oTFQg22jcxsfe3l4EACyVSkZqAfW78u/Y7ji1sWHaf1Sr9GmhkERE1/+xMgsxxS3yI1R/lU0rq1jLSPNQIkuJEHlGDIUoe39ZLpernVbN/mXPmwld6fiOT6VSsGd9HbrFOjrqNSWm0ais7BghKpVK2vy4RsAiP2RpukjqJvVE9M2pg58JIfCtHsjS9PGNqLZ9XqujAiNEWVu2apcK7B1+Ss8nseD7DdP+I1vvbBYDi4gKNS/UOph9NnusSoi+W2Xf18Gm/DjFp+nTlk8EJ0Tr1q3Dxx57DG+//XZcsGBB3b8NETEPZsyuHWpubq5tZcxWshCdvciXbFSp2w48XBQiXcdFiVh1MrgNTEiNi0JDtU8d/HwRUtvnTHz1ZY9/z6dCpIv0eVu68repq+w5ypQeb9/Uhq1CpPJBZktUzlnlnZoXkT1dvrP2bKbAqenzefSp5mQDY9kBmowsNfJ2ex5BCdHChQtx6623rt1fls4h8g/+cld2ejWrZI2QJW2mbnz56dO2D5+yaYQmpyLw0W2sE2CpA4FuEKZ8A5OB1sc3tRnkXO2L8kiJsG0Juaquqr6TyfSxSHkJDQqZp7wryovNKem6umqjoph+O0T9FKtp36Xrh3V5a8S4hRiYEE2bNg0/8YlP4MMPP4yvvfYaLl++vO7fhojYhCg7fcPWFjVahrSJwnyRBbbduDNz07qrvzYQRZUhGjmVUIReV2Y70GTLXvQdKN/GRAULoZCZpGtrnzoAh7JHTZMyGPNKTyPXPPqqD7bnZdn0lRR/TL+d7DwpG+JIyZetn6ERlBAVi0V84oknrBwbrohFiFhlqlQqtXvM2Dx+I2VIkVTPwyXC1qER6pRqgAwd/eoIhcpHW9gQAhlZy9YVW4XIpPMOFXmyeqc6edenfRNFyvdpzioSLvMrqwjwa4BCqgE6AqTy11RNy94XR82Lbd5tlT9qfmX9l0m9cyFytvlzRVBC9OEPfxhvuOEGK8eGK2IRomyFzZ4a3OiFapSBMeZx+zEak6iTjZFHCqHwbU8W0etsm6g/IaJRE9gMkvxC+9C+UH9HDBttUwlGVtHyPW1rojTYKJcm9kOVtYrYhbCZVb2y64pC2cr2KzwJi6kWBSVEV199Nb73ve/FSy65BBctWoT33Xdf3b8NEbEVor6+vroD2GKyad4Xiv1Yg1coezIfssQkVgO27bRd7ZmqXjLi5uuUa991XmZf5Rd/FENoX2S/26pstqDW/ZA+hFBGbY+wcMmnLbFzVWNkthmJzS7D8KFoyfLG+hU+4NpgFCLZpa5pUbUfDAwM1HaZZRl8TDKEGH9gNrEdq0yyfsSyaSPru5A0HZGh2jb9ZrHL0+ZuMh/TFgyyQ1ZlaekISajyEymG2TIMrZLa1kcKTOqoLz+oxM4H6RW1SdlJ2ib5UimEsv6xUe1dhKCE6JlnnlH+2xARUyFiF+S1tLTUdpfJtk2G9kVXgUNV+kY2nqHohww+/aOQK1UH7tp5y+y4YqjYyQY5punJIv0QZF2mGA4MvLNeyOXMJYqf/EJgn9ARkGyZsv/ver4aT25lENUf04BH1CY7Ojqcy5OiEPoIzkJh2BzMuGDBAjzwwANrJOCaa66p+33WrFl1hxNm79dheOWVV7BareImm2yCra2t+LnPfQ5XrlxZ98x9992He+yxBzY3N+MWW2yB5513npGfMdcQZfPJtk22tLQ0fJeZCKYqwYYC30RpKKhPFB90g76v86N81iPVNIlPO7r8mJ7PQlGRQgxGvIKQ3TVWKBTqDoil+spA8dMHIbKtyyEUIpktis8++gVKeZrUNdnfbQLoWAhOiP75z3/icccdh3vvvTfuvffeePzxx+M///lP43TmzZuHX/3qV/Hqq6+WEqJ9990Xn3/++dq/V199te6ZfffdF6dNm4Z33XUX3n777bjtttviYYcdVvt9xYoVOHHiRDz88MPxwQcfxMsuuwxHjRqFF198MdnPWISIXd7Y09ODvb292NPTgwCA3d3dwWTkLEwrrA+FyKWR2L7r2jBFUrQLXAY0k7y4Dpw6cuHjxGZTYqWDKrptxCJ5H+nx39vlehcZeIVEdaIzRUGQ+U7JH7WOs+coW/5jDs6utkL3kbb9gul7jQqYgxKiG2+8EZuamnC33XbDk08+GU8++WTcbbfdsLm5GW+++WYrhxFRSogOOugg6TsPP/wwAkDdx77hhhswl8vhs88+i4iIF154IY4fPx7Xrl1be+b000/H7bffnuxbTIUoe6dZPp+vU8VCV6hGVFhqZ2ryro1NkyiJTR/4Uu1cBgGTMlClSRlUfSlEqujbV350tng7MmXEdcDUkWdRuZuqZ7oyo6gdMvLCHworsierv77aCLVOsLIWqVghEZpche6XYwWWG6RCtOOOO+Lpp58+6O+nn346Tp8+3TS5dx2REKLW1lacMGECbrfddnjMMcfgyy+/XPv9v//7v3HcuHF177z11ltYKBTw6quvRkTEI444YhCpuvXWWxEABqlNDGvWrMEVK1bU/i1btizaGqLsPD0AYLFYdFJgKDZNZE/foA5Yoveyl9+6qlK6zpQyCOhsmPhE7QR9fTN2+GW2vvmwpSpr2X1IIRQv1ffLDt7Uu7VMVAsVMcgeOkpROETtlXqXl+qsIFlZisqNJ76qb+xDReVJo6zsfQcqKltZ+CIsqnz5VphCjyUh7ZgiKCFqbm7Gxx9/fNDfH3vsMWxubjZN7l1HBITosssuw+uuuw7vv/9+vOaaa/A973kP7rrrrvj2228jIuI555yD22233aC0JkyYgBdeeCEiIu6zzz549NFH1/3+0EMPIQDgww8/LPRl7ty5g9YuxZoya2trw+bm5toljrNnzw5aqVhjttl27TOq0A1YMiXB16WyAwPvLmgXTfuY5pcatesUC9dvTk2H3aGXz+edSZhooOWnXHxsFpCpGhQFJIvs4K1TiESkxYUcZwd707aoqmMU4pR9nzoYi+qpiIT4DBh4P3l7IYM6CtnxRQRCKUGidKl1J6SdWAhKiLbYYgv8wx/+MOjvV1xxBW655Zamyb3riIAQ8XjyyScRAPCvf/0rIoYjRI1SiFi0CAC16bLOzs6glYoSlYpg21HI3tMNWLIprmwn79oZ6u7+0flq0jHrCJBqCiuEiiKK/GW2dJ1pdsCS1S9R1O+61sa2nbgSvNAKgew30zZjYo/6jq0SZFJmfPnz9mL0jz7IgamtkEFRiLqzUSpEZ599No4bNw7PPfdcvO222/C2227D73znOzhu3Dj8xje+YeUwIo0QISK2t7fjz3/+c0QMN2XGI+ai6paWFgQAnDRpEhYKheAKEYMsilT5arPmxEcnLPu7a8dI9U1mx7aTF0F1f5tPO7o0RQSAqraoOkbeXrU6eFG2aV1xbSey93VKis86LYPpNx/qC8Ztv1WjBt3YdRGxMeqK6JuaBkVUO7GIUlBCtH79ejz//PNx0qRJtQ5s0qRJ+KMf/QjXr19v5TAijRAtW7YMc7kcXnfddYj47qLqRYsW1Z656aabhIuq33zzzdozZ5555pBcVD0wMIDlcrlu2oxf0xG6IlErumig5BEywhH5Son0fQwUVIJG8UkGU4XIxI7J+7zCo5vOofohiobZt4l1QSiVUPuox67k3cSHkPmg2AlhS5dmI/rF0DZN+hlfEPWpoultVx9M+24XBCNEb731Fvb39+MLL7yAiIivv/46vv7663ZeIuLKlStx8eLFuHjxYgQAPP/883Hx4sW4dOlSXLlyJX75y1/GhQsX4tNPP41//etfcaeddsIpU6bgmjVramnsu+++OH36dLz77rvxjjvuwClTptRtu1++fDlOnDgRjzjiCHzwwQfx8ssvx2KxOGS23WcrAouS+Wmz7BkSoaMG0wEtxq3WsrM0bKJs6tZwXw00hJrjasdFzvf5vXVE1+clupQoN9ZAE1rB8RVA2NoJYUuUJuW3kEGZr744pFro6gtTfEUbIFzSN91E44KgCtGoUaO8nUg9f/584eLlWbNm4erVq3HmzJk4YcIEHDlyJHZ2duLs2bNrZIzhlVdewcMOOwzHjBmDY8eOxaOOOkp5MOOkSZPw3HPPNfIzJCHiO0qmEHV1dWFTU9MgQhRLajQlRrbblCnv+zhcjD1TLpexVCppz2xpRGfnYpOaf5dvRbVDRahBjDp4+cwLRZ3MBj6udcvGdxuVyraMXBUxE19UBNOF/JuqnLbwqRb6Hh989BlZxFIvswhKiPbaay/SWp8NCbEUIsR3GXmhUNBug/ZtOwvTRmorn7P3VLvFRO/Lyk23uJOaL51cHeKQzNASeSy1iopQ+XUhP7a2XcrWxqYP8kypw65qna+ASedjdpeg6NJh07JV9SWhSIfKlq782HMmCq6qX/Xdv/Hp8ukPW0J0xRVX4DbbbIMXXHAB3nnnnem2e89g258BAAuFAvb19dV+811pbEmM6HdbcmXbAPk0qdvGfQ22vrb7m9gcDmqVjzrqStxcfLDNt8tp0S4qhs2FqzblaztV6lp3qSpW9hwp1xPTs+mJ0vDVHimg9jc2xFWUj1D9G29L998+kW6794yYhIht/WZriUKuH4o1cIRg/7YKkU3a2b/zC39DKii8TYotX2Vtq6i4Kgo62yGmYqi2VeD9MEnHNPjIgvUX2cMdXe3p3jEJYlzrIzXwciGIIvg69sIUfDlT+xvbbyrbURZCIVIpd8NWIUq33YdFuVyuW0/V09NT+y00sQjZ0ek6slgDOIPNpZ+NGHxNbcYmqjIiwCsKvr4zlXiE7GBF4Dt8n3UlmxafrxAXQOvKzpeKYPONTMvVF8ENaUtmV+VDqPYUyg7FVigMm9vuhwsaoRCxfx0dHbXBu6+vz3snL2qALh2drAH5JhmuDVV0zo+OEPqMnnSyPG/Tlniq3vfRQckULBclR+UzdWoqVOdLLU+fA0k2LX6DQYiIXqfy+bIp+kYuahnVBgUxyJrOrq+2q0qHSn5jEO1QCEqI+vv7lf82RMReQ8R2l+Xz+drlimyBte9O3lYhkkHWgHxH8pSGajqwUhu/aOAzXSRYrdpP8fkiPb5kdtdvIfJZdrgj9a4ql85X9U1V9l07fNH7fHlTdlza2OF/7+3txVKp5J2w6971TWRN2opvW64+uRCZLEyIOvXeOCqodS3kIaJBCdG4cePq/o0ePRpzuRw2Nzfj+PHjrRwe6oh5MGP2+g6mYDBSFEIh8g0fHQ4lDcozpp0rtQPK/n+ZqhZCimbv8IckUi8DdQWrn6oTpX1E+DzxyObb1zoxFdi36+joqCMfKhLro5xFdaZarT87y8cAQmkXLK+6m+NDExjfCKUcuvgg88mXr6L+Spam6oR8G+js8fU7BKJPmT3++OO4995744033ugjuSGHWISIdULslGqf6wKGE0J0BKF84tUE3eWgPnwol8vY2dmJlUqFNGi5IFuGbDq3ra1Nao/SAVIURFEnzoiAj7xSyG+lUsFcLoflcln7TX0ocTK11kaRU9ml/J0n3z6Jven7vkl9jGtNdD64KkTUtE1/d9ktKVM4N2iFSIaBgQGj6zCGE2LeZZZVgvr7+8kHCW5I8C3Dh/SJ/7uJPG3rAxukyuUy+YZ6kzxlkc0PW/BfLpet05T9zg/yOkXOlSxTvhOVFOjynSV01PqgeodaxqZb5UXTcVTV1BaU76maJrTxIYRKFFrZotpspAKmasONREMI0eLFi3GTTTbxldyQQkyFiK/MviXMDR2xOwRVJxDKF5cpJFP/eIXIdf0KxQ5i3KsYdOXgSwWxOTTP5vwfGwKGSDsRXmTHVqnS/Ubxy0aZCzFQV6v+jv1wsRmDhNgEh41EUEJ03XXX1f279tpr8aKLLsKpU6fivvvua+XwUEfMNUS8fOgiYW6MiB2VhI6gbW3L4KJgxSzbDdFWiCkQH++wfqdcLhtNXVDtuA6MtmcCxRyQBwboC/6Hs01E+iaKRk9NMkQ9mDGfz+PEiRPxsMMOw+eee87K4aGOmLvMKpUKAgBWKpUhNbg3EkPVr+GIDaEsN4Q8DCVUq2EXtrp+LxvFK+SAHFN5MvElVnBGnWqPef2JCukcIs+ISYja2tpqC1djz8mGnqagQNSRhY70NkQ1Yqja9+HLUJHiNxQMpWheBKYQVSoV8ncPOYVF7ZdDqPsURUxEHG3bjG0bZepVPp8XfoOYbTgKIVq7di0++uij+NZbb9kmMWzQiJOqu7q6sKOjo6YUIcYjBtndNBRZ1ue6Dt22bp9wWadhC5/f0HXKLLQtX77wtocSqZPBxcdGvUtNL3b5szVEbLcfVSGymU6i5I26VsZl/aeszlOO2BA9Q1WPqHmj5oH/BrbTsy4ISohWrVqFRx11VO1G9ieffBIREY877jj8zne+Y+7tMEBMQsQqZKlUGnTbfayOKLuIkRJpuTaa7HqW0NvIs7CR4l2h+4Ym39im3G3JhW8ybqJKDEdFyMVnF2XYtawoA2JsUm+7mN+GzPloUwz9/f2DgloqeD/4vkp1mr6qXYl8zdqyqXsUssX8Zd8y5LlDPIISohNOOAF33nlnvP3223H06NE1QnTttdfijjvuaO7tMEBsQtTb24tdXV2Yz+ett1S7IHs/EuUwSBeilm2AIoXKNX0VXOTgUFMMog5Z5qePcqF2gL6/gei7+yCJIWBj36fKoxukVRG+qS+6+kAZ5H0TOEqefBF7VwJgao9qg/9vGUnU2dP1Lzb1lkJYs4Qu9vRsUEI0efJkXLhwISIijhkzpkaInnjiibTt3gP4u8xKpVL0gaC/vx8LhULdDdoxFyjy0VDMKS0KqtVwi1B1EZxv+JbIqZ1ptk4Nte/LI1RnriOf1EM+TQdB1WCrG4gp00AxSL1MQdHVIR/k1qSNmLYJ6rMyEkIJLnz35RRfXEmXC4ISolGjRtVIUJYQLVmyBMeOHWua3LBAIwlR9hC8WEoJG/ALhQL29fXVfIolc7LFiD09PdK1AyHKgpqmSafiQ/1wzauJ8uZL7aP4T50GCAWT7+0q95sQXfZ36iXLpgqRCZngf6MsFI5B6m0VIpWPMlBVVFe7IYhW7G+R/f+6+h0rAApKiPbcc0/8yU9+gojvEKKnnnoKEd9ZQxTiwLahgNhTZuzqDkaIdBXMFdVq/TqhgYH6xXCMELETs10HLV1jZvnk75ISPUOJQqm2Q5SvjYTtG7IB1sa2asBld+7xF0PKFCDbyNt1MGQwzb9LdC2yJSMXMgJra0eUD16BkuXLV+ARQplQ2dL5HErl0b2vIlchgjzbfpIKVRv2rQraIighuv3223HMmDF4zDHHYEtLC5544om4zz774OjRo3HRokVWDg91xCZE3d3d2NTUhF1dXXU3TodUiPjLNLOdV/a/fUxv6BopRdEQdbCUTk6lYvDp+VBQbBWiEJ2WjLC4DrhZwpUl1qa7g6j+iBQOyhZrH0TK5B3dYGdCXqhlZ0KisvZNFi67ElCXTQwuZMeGfPhQg7J9poxA+NjYQe2vfPQtsmDHV7DiE8G33f/zn//Ez3/+87jrrrvie97zHjz88MPx/vvvt0lqWCD2bfdMlucHmNC2VUoUpeG6dDI2ZEYVbZnYltkXDRIxFB1m2/caMpXv1MFC1cH29fXV3a1GHWRtSWZW4eAJPfUbm8IkDd2zPpUMm7xl7VPvC+ODJxPIBlETuJBImzJyqTOiPpO1kb6+vjpfQwWaDLr+3UfeeDs6n2IhHczoGTHvMsvn89jc3IyVSiXqmgrdgOiz8xalR1FKbKMPE6KULXPTyy6poJRvdi2ZDSEWlZvutnZGvm07Z57EUYgVT2ZM8pWtb5QO3+e3o7RN33XF9goLEzsiVTb7fbL1xNWWTbv1odiYvGvyvSn2isVi7TgVim8mPquelbUVW1BJp85WDAUpESLPiKkQsZOq29vbo1YiH0zexC+XyNc0/7ZRPT8A+Tp5VuQPH3GxdR3ZKVMVVJEZhSBkBz6dfC8rf5Gqpes4TVVQWceuI/Q+wZOEGJ36wMBAbTBlO7xi9AP8+sGYW6ZDKYw26VB8ofiRVYgoz/N2bfPK+i7KMSo8fJAyKoEKgSCEiN1bpvpXKBScHB+qaMTVHQAgbAR8Z+wLPiIUH/b430TPURqRyQApe5a3Y3LyrMqmiFix53Vz8jLIIjPVIGYazcney+ahVCrVdeA6MkaNvEXPU1QhF/DlMTAwUCOp2SsJeDIbSqXJ5XJYLBZr9cY1zzoFhv+etvZsySpVofVV/qr8mZy1owo8qPZkdm2/QTYAMT0SwXU6TzVmDVuF6Nprr5X+O/3003HUqFHY3Nzs5PhQRSOu7gAAbG1trQ1m2emMWOuKEP1uObW1yYPig4myRO3ITBQiVSetyp9t+coGNxV5ppJSk99sIlrb7ylTi3SwJX7V6jvHUfDTmL4GDtGgxUiJaD2Za1vUtZFqdfDuUxt7WTsmAzo1GHIpfypZc6nHpkRJ9Yxr/yAKQHSHPJoQTdk3izlm8Yg2Zfboo4/iwQcfjIVCAY888kh85plnXJIbsoi9yyyrErGKSp3O8GFf1QBDROIyH1zWUJkoS7pI2cQG/5uokzbt1Gz9c+mIXNQA02kVynexLQMTe6K8iBQik2sRTCCq99VqdZBi7Au6NuIr+LFViKg+u9iJ2Z/FJgNUMmV7yKMIJoFoLAQnRM8++yx+/vOfx5EjR+KBBx6IDzzwgE0ywwYxCRHiuyoRU4h8dCRUmKozPvwyjayo79s+R7VNeUZn04c6IkvThFDafFeX70YZvGwiVAp8t6WQbcCGYLqg0YOXL/juO4YjRApnqM0GIdLyhWCEaPny5XjaaafhqFGjsFKp4G233Wbt5HBCbELEn99CPcLfFrLBSdVJZyNI1wPOVA2VMhjw7/uIQnt79TcyU/1T+WNLqvi/ZafzbKatbL6jbPrW1p5MkeHX7MSACUH0oTLEGMBN3qW0/RA+2qRDaR8hYBJ4xCQKMr98BGemPlDKJPRu6iCE6LzzzsNNN90U3/ve9+K1117r5OBwQ0xCxC5P7Onpwba2NszlclgqlaQL4nxA1hnLInSZrK5rBDYRCoXs8H9zHaCq1XemmorFonbxuquS5DLwZJFd8G2zENOkc8rWC9czabL1RjS9aPItXKCrQzbf0MW+DKw8Qk+DUtq+DzsMovxT0/FBSG2+IbNL6ZcpAYAvmJaHqv2F9MGk/FwQbJdZsVjEj33sY3jIIYdI/22IiEmIOjo6ajfN84urQylFukGZNRTWOfInHjPoGoFNB8AP1LpG62OKYWBAvpBVZkv1TVw6W2onkVWI+DKj+EYtXz4/Pjp1RuC6u7ulu+9Cb/mWEe/Q6mwWFLI/MOB+MCKFfLO/lctlqdpoQ+Zlv5kSBmodNCGapn2Xq0JkE+zpwPd/lG8kI78uENVbUd56e3uxu7u7dqxDCAQhRLNmzcLPfvaz2n8bImISokqlggCAPT09tUGZX1DpIyIyARtsK5WKktH7inhEHQ210fqK5E232Zp8ExM52aUsTaI0dm8c9ZoNn2Bn3bS0tCgH+pD13mSgDmVbREZDHQ4qsitqW6oFtzbETNaOTfPkSz2ikhqTq02ooCjbpvWPf15GulTXiYSALB/VatX6wmQq0sGMnhHzYMbs2pX+/v5B57r4UEBMUa2+I9N3dHRo1RBf9kTbj1U2KR1bSNJi8ryqM/LZOZlE8z09PTUiHosQZb9ZZ2endp1QjI67ETZVZJ9fT+jTD96uyY5I1ieYTt2pyJ8JqO1N11dS+4QQhIiHL4VI1Z+EUINs/Mr+PfR4lgiRZ8S+uiOfz9dUIUoUERq20aCLPaoUzUApF9vBzdegKOqMVBGdj6kA3rasfFiHz9arhVL/ZD5RpP0NFZTv7HN9h8yuSdDhY1qaYkuXvuo5n32CafDjC75tDYV2FrtNJ0LkGbEIUX9/PxYKhbppspAKggl8Ds4hIIo0fBMZXceqGyQoESCvmshIqCkxdlXYQhBOyvO2SsSGhthtTGRPpNyapkGFrr7piKJP5cEmKPXxvUwDUZ/lTVXgbOzFVqkSIfKMRihE+XweZ8+eHVwR8tFwXXz02dGr1BZbUDvWatXvXHiWCIhIylAYIHmEqKux1cmNDbLvKvqW7FnZpgoeNoOszi8+bdmg6rMu2uTDh30+GKCWiY9+mNlmyyRsFTiVrVjrmBIh8ozYa4jYlFkul8O2tjasVCrBBj5qJBYiUqDYN7ETQk2jRjMuEalOOfJZRiERyvZQUCA3VMjqlutUlCgNnyTFtC8IaSuUfdPy851ndn+eLMhztWfbx5kiESLPiLnLjO24yf6jXCZqC9FUSciKakJafHeoLh2bzzUclHxlnzHxW1VGOuIVCsOF0Lj4KWpHoWBbN3RpUX+n2gwRoJj0Fz7hU92ytW8zJR/Dpo+pyaQQDSM0ihDlcjlsb28Pdj5DFtmBNPv/fVV4kR3TZ10bjU9J2eU9Sr5c5WhqZB8yMotpwwdc/GTvhj5kLmuLb6sq2NZfHVk3fdcVqjRD1jOXfiuW/Ua0s2rVbKlAI4KjRIg8I/aUWXd3NzY1NdXOZolBiFRRp42sTrGjS8O3omESxftquJQBRZZP39tRk0Kkhq5+6Ooq5boXW59E38xktxdlsBTVS1GeQpEwShn6UIhs2oHsd9338aVmyfoMmbJva0dlW7aW0WQzi6mC7QOJEHlGzEXVhUIB29raaoQIALBYLAaTiClpyJ7RdYyUBmoa1bhGQQMD8kW62YZPOReHguwJ0lR/mB8htlrztmMRw0aQIp+qiOrv1N9tQFVEbAd0lS3WH/HXpujqtC2Y2sDUcRPyZmrHl1Jqq1i51hWqIumjTlJtUWzakiUXJELkGTEVInYnFQBgoVCo7TgLJRFTFAyZrzaHnvF/M1FtZL6ZdI6sk88SHZ6AMILS0tLifBib7huVy2UEAGxraxtEEln5+lIcbMioTR0TfY9QnV2IDlanBtgoSLZQqUFZez7Kl/e/v78fi8Ui5nK5uvYS8luWy2XSRhIXH3wqKbaKlWtdofaboRUinzaTQjRMEIMQMYLR3d1dO4uotbVVeQZLKIXI10Bp0vG4dHAm76ryy3aSsYbP3+NkA903yt6ZJnrHRAXQQUZGXYmvzg7Vlg1solEf5Rj7bCSmnoiUE5tvRLUpymdI4kdVRYezcpkQF4kQeUYMQiTaXcYuu+zr6zNi6K4QdbCi6NGHbC6KPkw7eF/RFrMt+v+hfKBMqclUAKpN0wiPBxsYVWeSyHw2gY2fNraoBFpFqFRnI/Hv+YiY+/v7saOjo6achCLNuvova6+u/ZKsjsn6Al9ERkfefZBNU6UoFEmj9Ou+Yduf+sSwIUQLFizAAw88sBYlX3PNNXW/r1+/Hs866yzs6OjAlpYW3HvvvfHxxx+ve+aVV17BarWKm2yyCba2tuLnPvc5XLlyZd0z9913H+6xxx7Y3NyMW2yxBZ533nlGfsYmRCNGjMD29nbs6empu04h5A4WvrHwHYXuv21tsoEle84PKwufF/5RCRx/ZxG1EYuiaZsOQEUK+M5FtvbIRH3T+cgG4vb29ppC4TKVpyIZ7ILZENeHsHpVLpfr7gpUpWerPmW/C/tv0Xo0XX6y9lXtL9t2e3t7ndQrEbli5ZQ9PT37vz7uJevt7cW2trba9HG2H8rWO1lwYIJsXyAasNk0dqlUqvUHtn0Rm3bULXvIfj9WnqYnOev6OFaWAFAjnjbfTkb4Re2pWn3nsOFisVi7HDzE+KXCsCFE8+bNw69+9at49dVXCwnRueeei62trXjttdfifffdhx/72Mdw6623xjfeeKP2zL777ovTpk3Du+66C2+//Xbcdttt8bDDDqv9vmLFCpw4cSIefvjh+OCDD+Jll12Go0aNwosvvpjsZ8wpM9YpsCkzAMCurq46pSgEw+YleV2U6zMq5DtVRohKpZJzXpmfjHTrznTiCZGJmsATFBtFh71DWSzJD3wypUBlV5c/tqYt24GqBgmTQZ7/O+usZReZugyC2fSZ37r0dHkR/c5/F/bf/MJkSn5U35D/7+zA6nKyt0h5YnUxS4Ky5Mj1CgZmp6Ojo+7IERHZ86GEsTrN9wXMD9ZX+CD/xWKRtDEm26ZYeZqQlawtWR/HypJdGM6TTCpk5Jy/iJz3q6OjIylEVPCEaP369djR0YHf+973an9bvnw5Njc342WXXYaIiA8//DACQF0B33DDDZjL5fDZZ59FRMQLL7wQx48fj2vXrq09c/rpp+P2229P9i0kIeIbdlYpYoSotbXVSrUw9UPV8ENIn7I0feaPNdZyuUxSiGyJH0WOpgzoqmhL5Sf/N+pgq7Mjijr56ZssbO3K6p+vepFViJgN13omyqtJ9Oyzzodsn1mFyHdQxNtRbbv3ZU+mpPB+uK7JyqojlH7HdjqLBWO5XM7Klmm5iuo4C+ZFay5D7UqkYoMgRE8++SQCAC5evLjuuQ9+8IN4wgknICLif//3f+O4cePqfn/rrbewUCjg1VdfjYiIRxxxBB500EF1z9x6660IAPjqq68KfVmzZg2uWLGi9m/ZsmXBCJFoiqZcLmOpVKpNmTFi1N3dbRw5+IIsAg1FZEygshvLJxOyo/IlBNmk+KsjWKp3RXZ1Z7BQVQxbVYhK+PjnTcrdZMDS1U9Km9YFLdRnTPxTkQeqHd99RKMHWCp8tnfVcybES5Reto3Zfh8XVT90H71BEKK///3vCAD43HPP1T33iU98Aj/5yU8iIuI555yD22233aC0JkyYgBdeeCEiIu6zzz549NFH1/3+0EMPIQDgww8/LPRl7ty5gxY4xyREbLBgqga/lshVomZ2bKICfo1CtjHxebGxYwMfDdoVvuzaEgBTyNQryjoNXV51hKdape/Ssi1XfronFPEy8UVWFtQ2Xa2K19PInqHmReUfm15qbm4edDgj1U42faqCqCoH5pNsGsoVtnXO5j3q91eVm26dkshPWVBLCXZEPrr0/SZtwAaJEDkSopgKkWhgyufzOHLkSGxubsZ8Pl8jRj7XELlG3iJZV9QoXAca0ygrFqEIhUYTOn6dBlMBTE9F9nFchI3awdswVYhCKEqyZ03zx55nCrLscFFKmlTVpq+vr3YMSJb82ChEfB0S2aW0X1MCoMs/D9s+xEYlpiqEOn9NFtKrnrctF9tvmX031MzHBkGIGjllxiPmXWassWdPqQ5RUSgyvo8IydWOaefkU6b2gVi2qAOcSTqI9UoLVRFwITJZ2KgdrqDWNx/E22XgdT0HySSfJkcumNgU+WBCll3ala0S4uKTSjn12WYpfsTo302nNkP1lRsEIWKLqr///e/X/rZixQrhoupFixbVnrnpppuEi6rffPPN2jNnnnnmkFlUzYMpRIVCAZubm3H27NleBhdTH2IcPEeRz0Pk3TRy8TkIhLLne1qCV0xMF5qa1CEfCoqvzlTlCz/ouNZN02DBVMWi2Nadum1qy2SADBks+CQFvtIK3a+aKC2+yl5Fahux1lWEYUOIVq5ciYsXL8bFixcjAOD555+PixcvxqVLlyLiO9vux40bh9dddx3ef//9eNBBBwm33U+fPh3vvvtuvOOOO3DKlCl12+6XL1+OEydOxCOOOAIffPBBvPzyy7FYLA65bfeI73ay2W2R7GwWfuV+aD9ctu6a2FE1Sh8Du8t7PlQAEx9d7JkoRBQ7rnk3qUO8LZvv6uNbmaYf0mYse7I0XdQr3XqpGAOkT1u6tEIFWKbPMz+o69F8+KyaKgu1JsgUw4YQzZ8/X7h4edasWYj47sGMEydOxObmZtx7773xscceq0vjlVdewcMOOwzHjBmDY8eOxaOOOkp5MOOkSZPw3HPPNfIzFiFia3C6urqwubkZu7q6ajvMKpVKUNsq2dVnZKqzy/6m2n7LIGvUlMg7q3jEuJuKoij4sMfbMZW5Kc+Yqii678j7TO1QdSSQmk/KcRO6bfO6MqK0p1D50fmpO+5AZcumTGz6ER9kwkYVoiijru1W9r5MUaK2PxWo01k2xDKmEkjBsCFEwwWxCRG76b6lpaVGEnt6eoLazlZ8vgKz36g7dkwgW4hNWTui6khEA2pWtciuicnmy1fjFZWhr/UwKh95OyGiV9E3Y7ZFqoYu37yaxHzRSe4+InfmHwAIVVgb0i16L/vfbKDjD2tU+Uv9PqLyNiknk3oQQkXybYuBr2NUeyH6PJktUR0T+WxSFro+0me/wMD3D67fzhWJEHlGzCmzarWK3d3dtROqWWfd1NQUlGFnKz5PKPr6+rzschM1LtHgqjr4z8QOP6BmIy6ZQuRjUGK2+Gkg20icknY2mjU5fJBKPrJgVxuUy2VhWnz+dApMp+XVFib3wMkwMDBQOyFZdIaK7YCiU4hYnrOLlXVElzqAURQimRrlY7DVPR9DIeLf448LCeGrq48qVc1UheODWVNCbwvWnkIfJGyCRIg8IzQh4itM9v6o7FRiLIbNdyJsi6vrYkBR4xQ1FtmA79rRUAdIyqBEJRqUiN50AOI7aZdolie/lI5XphCpfFYpKexQOVPC7auztyFlLoN79n3qQC0jMLYwLTsbsku1KYLv9mW7nsUlCIoNVo8p9xv6sCXrG1QHNDaCHCVC5Bmhr+7gK3G1Wn/vkq97vWx8Y/f6tLS0OC+ypjYGapQTG9kBwMcOCpMBRXX2io/IW3R7uSyPJkSToqQwMiK674viu0q9MalzNtMTNnVTpBaZ5NtHezAdmERlyogxdRrYJ7kwUcxcBuCQiplvVKvhDzzN2hKViy5YakRfngiRZ4QkRKJK3N/fj83NzXVnETXqmHpWwWUXbjKE7Ax0snHojiibPvteIc5lkdlElJ/O6yvvWV9kUbXsO6gGdKoqJ1JoTNQK2e8mHbBoCs6XUpEFX74iMmqrYvryUZVG1n/dAn4f9mS/h7It8iPGxgtqmpR2oUvDRDkz6X91voXYmKNDIkSeEetyV/b/K5VKbd3Q6NGjhes1YkFVwUU7g2Ixf9EAHso2Hx37OpLARFmRrZfxlXdKpyayZRKVUu2r7Kn+Tk1Xhlh1WKXAhfDBd5om9SMkGtUHUP4ewpaJTd0zOhU4tj8hkQiRZ8RaVF2tvjtVxv6xHWelUimobSqDl8nloaJWH9EQ1RdqFBhDGjctnxiRl42CQoUuClU9G9IHl+ds7IXIm4nq5FKPGll+Jmna2KfWRRuYfnNfKiIf1Nqm5cufUEiEyDNi7jLjCVFXV1ewQSibFosUdAtzbeRyk+iff172nMkASsm7aBs0NU3fnaJNeqFUE5kNn4OKqf8+36X6F8IexW6syJrZYe2fugg5dF21savzKVSZ+mhXtmn5/g6NCHRCIREiz4h5dceIESPqCFF2SopVIJ8NOktwTBQi/nfVYjqRv6ot05SBV5SmCXni8y7bZURJk3/Ghtxk07D5vib3BlHTV0WuJjvNKHZdFApfhJQ6FepbTYkxMOnS5fNE3TRgUw9s80QtM139dilTHXm1mT42DRhFsOkzVHmx+a5Uv2KRfIZEiDwj5rb7vr6+2onapVKp1kH52Iaus+0CUQMSDRy8ImU7CFAiD52t7PMyQkEhZDwByg6s1MHOh0LkssPEtFPmv7cvJY3aEfsmCtTyow7KFHs2O+FciZjIvsqWToHxNXDqwLcrF4XI9LksdO3ZZX2hqA+gfmvX9sC/T/muvvrp0EiEyDNCEyIZi86ez+J6kaQpTAdo6oCaVWVCNwqqLUpHplJLeJvZgVUXUdoOqHyHyQidbWesIrSiPNsqCrq6JNvVyL9HKTuTeku9mkNFhE3qs827rG6ZHk9Aza/MP5EfFDLnY+DLBjW+1BdRPnykl/3d9DJkmT8mPrrUR5ugOxYZdkUiRJ4RUyHKNqhisYgAgJ2dnU6Dpw2y9mxtNzo6MLmvR9fZUsvAJH8uET/zx/baEZuI0ITgysiUjjjJnjPtsKnRuuq7in4T2VWdEUUBNW8sT7lczvooDmo9VrUJpgzpBnsfbUZUv0zqucwHah5sUa1WjTeduPaXfJ8d6h40Bp8HtIZEIkSeEXMNUbYiz549G5ubm7Gnpyfa+Q2sozC5/sEFJmtfTEEd0Ch/C9mBqgYOXQdmWy9Ug7BJp6lSykSEhnK2kejvNhGv6RSY6DfKN5edEUWFTv3iv42vaRkVdCSPQnaoJMD0HCtb1ST73z4OVtXZLZfL0mUPvm3xfYGsXF1Jqq0KFTugzyIRIs+ISYiyHRGLBvmTYH0RFFlnQ7mM08a+6D02mHR2dlrlwdSeSYTMD0q+zh+i+BnbZva/fXReqvR929LZd2kvFP8opN7EBxOCFAo6QunLBypx9WVbRsxDIPvdQn4zlQpmqzjJ0tS1B58KlC8kQuQZjVKI+vr6sK2tDdvb2+s6W1+DiKij5dUhynsUyAb3vr6+2jop0Tu+Gxd1oOTVAZuOm+KD6u8qmzZloFKVVJ23rS2ZuuJzoKCoOCZRMeViVBuYDFoiv0IFQCFtxsybT5+Gmy2b72q7hkxni0LeY3/zRIg8oxFriFjnzO4zkylEvsgBovkOH5PpGja481deqAYr0W8+VBPmv042z0aTPqfLqNGXTsUxJWgsfdFZU6p6JPsOuo5RpjRSSIwMItJIUTSpa15YWrZrVmQwOWk8a89mSlnmr010T8276DmTwKkRCoJPmy7l5OqXyfOsjy+VSs4BHqW+iC579RXQU5EIkWfE3mU2MPDO/HP2lGqfao0MprsGbDo8noTIyJVsEHNVarKESnfDO5U4qfIr8tEl+mJ57+/vx1KpZPS9bIis7D2d4qHbZWNab1X1R2THhuxn08racWljujqkIxI2U8oykmWjpFHJcPY524DJVkGzhc++k5oW5TlTv0yeZ+2gu7u7tjTDdvqQYpcRInamHmJSiIY9YilErANhd5kBAObzeW9rE6h+UCNEG9vU6DVUBymKWFR+2NoMEQXx6ljsba+iQc9UhWAwLVOWLrXz5v0wLSuqCkshsTK/KWTOl0JEOTeK+jdVG7E9/kFGokKqCVQybeJ/SIXINpASPZs9xsB2gTlvV1Z/Ojo6jM8s84lEiDwjFiHq7e3FfD6P+Xx+0GnVIexRIjjTgYhiVzTIUBqXra3sf5fLZeXA6MtuqF2B2U48pI1qtYp9fX11g7FLZ277vKuqxepajB2CpgFFtaqf7hPBpo7yhEhHNGxJYLVqpuDyafF++Ro8TQi8CwmjEmkbuJJDmW++/JS1Bd03Do1EiDwj1pRZb28vtrS01NYNtba2BlEAmD3dvWWI9PU2FGQ75dCNQqY4MduhyEQIZcumQ3Gxx9LPnoPlIzpV2ZKVl2yK1cReaJUhOwCYTgPaEDWb/JgGHLb12PT7hCJAOjsqf320nWpVfhaQLVz7kFA7VrM2KG0h5FErIiRC5BkxF1WXy+U6ZSikAmBCCnx0VFlCZJOejTQsGwBsB0nbAUFljzI4UU+/9kFg2UDd3d2tPUdFp5BQbIkGJNk6Lx9kwDdCq4I8YgworA7wO059k0tXxZP6bUMqNyo71OtGVOn4gG6pgI1N1fO6uyp9EkUdEiHyjJi33VO2vQ8XmEalOthE4LLoz9eBhlT7qrzr0jSJ7lha5XLZadCURe6ixe+2ConKtmhHIm9vqCD2FEAse9Xq4Cm9EOXP8kNRrGXvhn7HFrbtwyWAEsH2JHpbH3X+h1arskiEyDNiEaLYHWtohIgmXeR4Hz6Z+EC1RUnTNBJ2neIMoXSZ2g59mrAvxI78Y5HCrHqjUiN9fe+QCpHrOz7e86XIU/oV02BU962pPlLzGjOwSYTIM0ISIhspdyhGyarGEVqaDumTSx5i2uKhkqxD5cl3HfA94IZsL1QbjQ4SfEKUl6HYN/mC7bdrxDf3qfaYYCgG9YkQeUZIQqTrVESVn70T4/h5EVQ+bWjTBjG3tvvMk62crYNp5Gpjy/egGqOu8DZkeRhKeXP1xUc/QFEuhgrBiq0suaBRwdhQ+l4MiRB5RkhCxEfy2fnV3t5e7OzsrN1rxsufoaYUdJVaRuJsdsz47GRsVSMVVITIVRExlbUpUEnWLlMTDKoBT6RK2eTJZkpABZ/lSh24YxEVl7zpfLRJ2/QdmQ8h+rjYg3Uj7IU6XkJl03ef6xuJEHlGaIUoe/pwlgBlT/lkt2m7DjZUn3QdpewU6UYucKRE6abqmg9FREZ8QhBaVXn6ULtMy4Pyns2zQ12RdBkoYuWNEviEuN5B9nv2/4dQwX2Xq03gGBLVqt25ViJQFU5KHmOXA49EiDwj9BoipggxMlQoFLC5uRlnz56NuVyujhTFuBXedkCykWkpEQ01XVljFd1LZUpGqGqQioQxW7LOntoJmfrJwAhRuVwOEtWp6pGPwdXVP5e0QgQfOnXEVjn05Wt/f3/tegdbkmui9mXbpIwouUBXrr7ULZk96m+m+WB/E+1QtrUjCy7ZNzI5zy0pRBsYQhOi7DkcHR0dNfLT0tKCBx98MAIAjh8/vnYmjG9QByvfnRS1s7TdoqkiP747P4ofuk5KZoM6cFL9oJBBH1FdNg3+Oza6k0QMP/XM2xENYJTpDZPv79Je+HSz1zuISD+l3CgkX6cG8fUolGLkcr2Lq23Xd037DhFU/Tv/jXy0mVh9QCJEnhFrUfXAwACWSqUaIRo9enTdf4da2CvrRE3lUZdIVkUSZGTNVjmyaYixDsMTlQeFQNmqSK6qlEkUnCUBrgdH+lDMdAOxKUxutDcZqETpytQbH0pctlxkU+Oyc6JMbVDUIF/1hgdfrq4Hx5rAhSTL3nVpx4hm6yVjBcQ+kAiRZ8RSiFhE1tHRUUeERowYEWSnk64jksmmskZAreAUW6pnRe+YNFCqLVEUG7rxMlCiVR/+uebL9H0fJMTku6v88z3oyW6mNxnARBDVBWarWCxapyuDrl6xAIrf7GGStmyqRad0hFxTFIp4mfjjaw0Qonm9872jVmc/KUTDFDHvMstWlqamJgQAbG1t9c7Os3Z9Kz66eWVZJ2uaJ1tCIGuovEpmS7h8gNo5Uctc975tvmzrSMgB27c9qk/lcjnItLaoLsS6D0qlPJhMzbF0dETDh9JBfV4VmDXiSBOqQkSFqTLpu624KqO+kAiRZ8S8yywLdq9ZW1sbSU3xZdf1nUYMUq5pVquDpxqoMnEj8xOzg4lNCikYKj6F/A5DJY9ZmA7eLkTDJv+236PRRDOEjWywpLPr0y8b+yGQCJFnxLq6A7G+EvX29mKpVKqLwtjC60qlEq1SqSJy1+kAnT2T313suhA9l8HQ1mcTZSiWoujD3lAc/CkYrn5TwefPtM67lI9N+7K1JwqMQiCmEmViK0T+KTMCIdtPIkSeEYMQsYiLESB20SHbSsmkeNk6BZZGiEqlmjoKERnr0vRBTGxIVQgiZtsxmqhwIRRF2f+n+OaSL6pPLohNboaDPUogFMqfmOUzMBDn4lGWpxhrlUxssfybrg+j9psyX0IqrIkQeUYMQlStVmtnDhWLRezr66tJ0myBdfbwRpGkG6pSmZAEH+pQ9hgCEwJiYpuVFX8rvKzjZ4qd71NgRR2E6PRyUxVORWJF9k3XIGXXtVAHS0pdMa0/Wdu+lAQTsukDw8FeKFISi4AwW5Q8+Mhrth9TkfUQ5UoNXGT2Tb8J/7wqT9kAkFI+PpAIkWfEVIja2tpq64bY/29tbSUt1vRBRqjvy56lDkqU90MoG/zfsmRT9CzzobOzk7QDxPYbZN/jVUBVObh2tNn8mZS1aIuy6WJ6Ub5My4/v8E1Jq8oH3U4oX9MdOqIYY/dPFtVq/en5IdWZrK0QNrJ5DalC8GABLusvYtgWBVe6uiPzi9IOs/ayxzColCj+e8SYnkyEyDNiLKpmFYktpOb/xWrE1Mbh0pCo7/uKGlSdUV9fX02RE8FUIfLR8VEUIl/2bBUiH8pKCHXGtDx0Zet6MCEVqoHbFyEyUUiyp+eHXL/jI4BQIVuWNrZc/LNRQFz6PBFRl9Ud03avaqvZwxr586lU+TFVomyRCJFnxNh2z6KJcrlc224/YsSI2onVoXc9IMoHLB8nPetshYRvQqFr5LpB36f/vsvRRmXx6Ysr4TGJbE2IgYk6Z2MrO7jw5R8qMFCRfVuiLLIjgmueqO3WtT36CHBMbLrYE+VV1pZN7Yie5+2JDgv10V5dkQiRZ8RUiHp7373QNZfL4ahRoxAAsFKpBLOti5B1J9LqOp0QUaDMho3SYUoATCJ21wiVpcG+A39XkSg/rgONbGrQZZC0gSgv1LrliwSr1uxRytpk4BbtKvUJ5m9fXx92dnZipVKpmw5m07QDAwNO28/5esLXFx/KAOW7i+qKqV3dN1bVR1VAaWvP5HlV3bO1o2r7IkXVpn36RiJEnhF72313d/egKbOWlpYglUfXaHQdiOgZPk3bqEf1Hr+GxUXiN/WP2Ta9JNW2HFj+skRZloZrRMsGZhHxYmnblLGNH5TBS5ZfX4OBqJOn2OBtUUgkdUAxCRREYHWpo6OjTiHKkjHVblZVPin1RVWmtrZ4m9Xq4HU7tnZV9vjgSGTfdq0ZhZS61HObwJViT3bukI++0AaJEHlGTELU39+PhUKhNvAdfPDBdTKkb2at67B19iiduK1iRO2Isj7oBh4fA4xN5EfNt0r5Yhf/lkqlYAoRg6gzj6kQUQev0BGoipiZEiubaSTRe6q0KHZkA23WPmUw1g1wsvri+m2otmz7HYo9BqboszYpIwA2kJFSXzZ0gatpXylKV/b/fX0bCjYYQjR37txBSsn2229f+/2NN97AY489FjfddFMcPXo0HnroofjCCy/UpbF06VLcf//9cdSoUThhwgT88pe/jG+99ZaRHzEJEWsE+XweK5XKoPn9UMyaj3R8kBbftmR2TXwtlUpGC1R9RmCUd3h7lAsnbTsuVRo86aNEua6dms/BRGXDdIrU1hcf+VF9W9XaH5/lJktTNcD5tqV7xqZf9NHHqQizrT0Gk8uCbWzpSInODqU/4v+/rzVNJtigCNHUqVPx+eefr/3797//Xfv9mGOOwS233BJvueUWXLRoEZbLZfzABz5Q+/3tt9/G7u5unDFjBi5evBjnzZuH7e3teOaZZxr5Efpy12ylYo2gp6cHc7kclkqlYAeiZaGSfil+m/gmshXrdFhGrFUqSxaqwYdizyS6z9pjNlSEiCctJnZ0vvIRd29vL+bzeSwWi1LVwNSmqgOWqQu2yJaVzws0dbZC7EJjqFarg9b+hICM+NiSF6otk7Rs1jz5IlFU2yb2dCTMRKXRgaIYiv5mU36yvj4pRATMnTsXp02bJvxt+fLlOHLkSLzyyitrf3vkkUcQAHDhwoWIiDhv3jzM5/N1qtFFF12EY8eOxbVr15L9CEmIZJWKSbHUM4hcwbN3UyWD+Uy9kJS3FXL7JU9qbBaussGHMpCyDqavr0/ZoZgOKHyZs//mD5fk36OAPc8vuM0SpGKxqFxXYmJT9M1FeXVdryRSukIesJn13ee1DDKyGGMhtotCbUoCVN9GpUiFVIiyz8qCD5fpXRGydUhVJhSVRgfKerFs/l3OqJL19YkQETB37lwsFotYKpVw6623xmq1ikuXLkVExFtuuQUBAF977bW6dyZPnoznn38+IiKeddZZgwjVU089hQCA9957r9TumjVrcMWKFbV/y5Yti6YQZTs7tvsju1YmtILiElXY7r5CDNsgfNjSddZZUBek2ioq/O4dn0oEv+DWJhJW+Z4dwFSDiC+FKAQ5UdkRDdY+oCLGQ7nt2JAAWT32XQa2BEUU5FACOlsCpgrEbIggD91ZbFk7vb29QXYI+siHDBsMIZo3bx7+4Q9/wPvuuw9vvPFGrFQqOHnyZHz99dfx0ksvxaampkHv7LrrrnjaaachIuLs2bNx5syZdb+vWrUKAQDnzZsntStauxRjDRHfsLKDsM9BT2XfpfOyafC2krAvWzbp6UAlDrY2+cHXp+JhQnqo/mfrNRtQhtLWfd92Qts0KXdXm6bE1EWxsG3TPtqRiT2dDzJ/bFUsUfvmVUKX9k/xK2sve7emLySFyAKvvfYajh07Fn/1q18FJUQxFaIsslEzm7qgnFbsitDRlek7lAaqUqNsfNPZNDk92gcGBgakHY8qUvZtS/Ssqe1sva5UKkZruHibPkCd4nBJ33VNVyg/dHAdzGXPuQZQNjZ1cA3KTPJKTZOKrA0TQmOb16xdn2vwQvejiBswIUJE3GWXXfCMM84IOmXGI9YusywL163X8AlfVwPoQJ1WoDQSfrurzA4VOpv8NFjoMqtW310AzmyKfGTb8SuVijU5zdoqlUrCZ9h/yxRMSuTf19eHzc3N2rOUsu8wIupymB4lHzaqBuU9lcJCVZJsBw1qvihl7apKieqKL5IYYlCl+GayGNk3TBUyn2XtU5GOEShssIRo5cqVOH78ePzxj39cW1R91VVX1X5/9NFHhYuqX3zxxdozF198MY4dOxbXrFlDthtz2z3iu4N9U1OT8UBnay8GIfKlbLBGKVtMGqJD4omHb4VKlAav2siUB5uIjaXFOrfRo0cjAGBPT8+gZ1i6ImXF5DsyUtnc3Kw9cZulywZoEzVH5LdKnTCN9Km/656hKkn831zrl6x8VGXtsn7MNB8qEukbpmTYtzpr4qdJ8GFK7kOjkX5tMIToS1/6Ev7tb3/Dp59+Gv/+97/jjBkzsL29HV966SVEfGfb/eTJk/HWW2/FRYsWYaVSqbvigm27nzlzJi5ZsgRvvPFGnDBhwpDads9jYGCg7sb7GNvRG9FYXGxmB/OYfmcJge4I+xAdpUw9sInYWFpsbVpHR8cggqdTWhDNBsrss7oychkUKX6rntf9nfq77hlbhci1fqkUIpmv1I0CJnZlcCHDpjAty+zzMftNauATmqTZ5jkmeeSxwRCiT33qU1gqlbCpqQknTZqEn/rUp/Cf//xn7Xd2MOP48eOxWCziIYccgs8//3xdGs888wzut99+OGrUKGxvb8cvfelLQ/ZgxoGBdw4OZNMXTCGIod40CjYNzGdHZJLWwID/3SSNhms0ruroTMmAzTM+3hluMJ0u8QEfChEVlCk837ao5deo+mWjEIXwlUJsqEQ/FjYYQjRUEIsQVavvruUoFApYqVSwXC4bL0L1gVgdoKyB+Z6r1tmnqk0+VAOf7/l63zYtlRrjGhXavN/ISFQGl2+je9f3dBrFbsjBjR/QY/QBvN0NxU4IMkkhXI1S0WRIhMgzYipEI0aMqLvE08e5DzZ+UBZ1+6jsqkblspuB6hs/deRSxnwnZFI+pgM5n7bPdWAupCLrhyupHqoKkakNX+Upsu17Oo33WRQohFxzmPXfNFjxZdcGptOBrt+HQpQbNd1oMjUeA4kQeUZoQpSt3CNHjhx0vUTMSAnxnYquu6aBPReqsrvmWeebbmCxAd8JmZSP6yDrc5ByKYusH41W/2xAyTv1u9pMR/L2mUJcLpdJtn0pjfyhn9nzo0TrzXxBpBC1tbUFXzYgUz58Ex1f00ku9UCUPx9r9US+xZxqlSERIs8ITYiyFaivrw8LhQKOHDkSZ8+eXac0xFhgjWi+2DPUbpCYUw2u9kTvx5pakNlqhMKS7QBd1b+Y5Zn1zeVMF9O0dO+IFCKfZFKnMLHvya5ysV3obKrYZv1hAaIpIbKtLyKVyoboUP3LqtO25WRiM6tis/x1Ol6RI/MtKUQbIGIpRIxYtLe3IwBgS0tLXUOJPXWWhapih5K2VTZtojjZ+xR7sndCIrRKJrLnWseohEJ0bx5PrPm0QnSuIUmXLC1q9I7ofkWOSWAgqm9Moeru7tYGPypblIBOVP+YT/wxDb6UPFkgwcqBvybHtV6IyEL2LkLfgS/fT3Z2dmI+n6+lr7p30SRt3TM+TtS2RSJEnhFzUXWhUMB8Po8AgBMmTKhrjLGuOxCB0on7vl5E18GaRnEu9nibMUBVUmQwGdxFnaUNbJQqWZTqi6xQ61EsmNgUPetyZyAPXTTPdr1mD+y0sSUj27x9GRmwIccupCkUGecJqEgh8hn48v2k6hwxE6LOv0vxQ9SXxQgyEyHyjJiLqtl5H2ynGWKcBXK2cFVqdGn6tuviY4gBWfeej6iKOjCEqmPUQTkU4dcN1LGDDNf6Gqq+i+qbz7vtVIOq6a3urt9NV+dCkXHK9/RZJ3mFRqW0qdqJ6DddXvj/L/q+MQKSRIg8I+bBjP39/TVCNHLkSET0F72HQIgKbRLV+k47BBph09R+SGIQssO3sZ8gR+zgK5S6rEOsNtnots/7oVorZKoQqewwRaqR/Q5DIkSeEYMQZTsGtuV+9uzZdQy/kWuIZLCp0DaRZBYunUxM1YXB504Lm7IL0enI0nSZpjCxE+o9n3ApI5/2TJ5nwVfsfqYR6muM+jEU6mHWjxAqrEoVGgp5T4TIM2IQoqx0nJ23t9mBMNThGjW5loOPqM10/tzXonOdXf73UHVGZocS6Zv4RJXqKe/FhsyHUL6Zpit7fjj1MyHKslH590FoQ/oUkkCHzEsiRJ4RSyFiykV3d3fdVtPh0jlR4aPyu6ThK5KmpkElC5Q0TRUiW0JBzRNvR1RfXVQ5ka+xpHjXNBqhEJmU83AiPjKEyEOjyLQvQusLPNkR2aNMsTY6gEmEyDNiESK2TqilpaUh13UMJ8TstHzZ8jEV6IPMxYiqs/9drbrtltPZCoVGKyg2drI+xyb+ps/HJmRUe778Cq34hM4PT3ZM6wcj6KVSqaH3PyZC5BmxpswKhUKNDLW0tNTOhoix3d5k7te3OqNrVD4VB1XaJhF9iAYcK5IK+X0Zsn6y040rlQr5Gw8FyPyKRcZt7PBE1FVxCKlaxAo0fNuj+jRU1nzakmTXdskCIXYFVKPadyJEnhFzUXVXV1dtuqy1tbX2v6EbcjYaqFQqynNOKDKpyo5OdtV16r46Nj4d186c+RuSwMYgZz6UqmxZ6AYGWX0KNWUl+40aFPiKzH0RUx2Rp9ZHl7rF26LY9FVvqf1RTOLt0kf6gKwuxyaFQ+GKnkSIPCMmIWpra6spRE1NTQgA2NTUFEUhYgOX7q4il+hH1unK5qpDEgCqQiR6T3Wmhs9j8Cm+++7kfCpVlIFBVp9sI1uKjzqibVKmtkpSKGIfyo6JDxurGsPQaNVTVv6N9qsRSITIM2LuMuvu7sZisYh9fX3Y19dX+/+I4SuzKqK0JQ+mtnXRuUu6PqDqfH0rRCrfTcgCpQxMy8lGvVCRW12dsxlgQylEPGwHn1DEPpQdig/sO/b19UW91HMoXCI6lOBD4QyF2PYTIfKM2OcQ5fN5bG5uHrTmImbUxaORtl3g2++YUrjKdx8DtukzrtCpMo3sxF3Sb9S7tghpk33Pjo6Ouo0hofPJ7LJdji7ThDaIOT3EE3dTu43uy2PbT4TIM2KeVD0wMIDFYlG47b6RzF6kEMWcH7bNu817QyW6iqUg+LRl6kfIqT8TNMp2I+yGtMm+Y6VSqR0wazoF6WKXHW1Bnbb2OW1J3Unp2tayPlPthlLgbZAUomGOmIQI8R35t62tDdvb27FSqURfnEchOyYdgA+YdFy6gdenrQ0VG5pyMVRtu9ZVXzZdnpO9m+1DYpWvagpW9XxMhci1f7FRiGIQ0qGwgFqERIg8I7ZClD27obe3N/qCQR3ZYT7yFwWGgq6x8Z2abmqGYk/USW4sJGFgYOgtUt2YMFQI+VDxY0PDUOlHfKpGMRUyUyRC5BkxCRGrWGynWX9/f/QKpCMgMdfRMHu211WYRowufoQAxabv+kH9viHrZSOUE95+IyJeU/If2pdGfwOftnTphcqb6xR8qKlzfurNpZ/J1ltdX5vWEA1zxFaI2NZ7toaI/73R87+q00dD+OfSkflsfEMlsuPhu4Phbcp8CEmMXVU+H/ZjTgln7TZ6C70Ksb+B7w0RjbgHUGWXkkdf5UAJHE36GRlh1qnLSSEa5oi9hqhcLtcIUblc1k4HxQSzL7tjLetfo8kbYuMJZAxQCYxpOgyyOhdyai20xE+xb6MQufplQ/5j1PGs0hp6upxXdZlN3yfT635X9XUmZW6rEMnUbd/t2/b93t7eQefVxZ49oCARIs+IrRCx2+7z+Tz29PREub3cxD/qQBVKuYh9lUlo+M6XrfytIj4ukj/VvgliBQamfob2y+S7+bTJH5yaVc98txU+P41S61i+RJcyx6h/Mhu2tn1/JxEhavT4JEIiRJ4Rew1RoVDAQqGAAIAjR47EUqkUdS2RzI6NgkDxl/ocs2NzEnTMgc3WlusJ1ybESpQ/X1EvBa4DSqy2YOpnaL9cv5utTf5qnaxi49snkeIpUoga2R/GVOWo/bAOun7aNCBzDYZiBLaIiRB5RyxClG34fX19tYtes+cRxYiKRcwfkU58TBuKzB4Pl4Yk6tRVPrt0eDpbsvy43v/U29tbdxie6h1K/lTPUKVxWbk24s4rm29sU3Y+iaWMHISYshL5wi7m7enpMVrobaNSmrZv3/3hUFQ3fEIX0GYDspBl4SsApCIRIs+IRYj4Bs4GOEaIYjVYGUExVXKoFd3VHgUDA/L70kQ+u0a4KlsMJpE1+7tIvmdg9YWfWqB+j6xtPg+6PFLKIesLI/iq/Jj6r8sXb8s2XV1goMtTtpx1Poh+r1bfnUKSreWT2TPNV2dnJwIAFotFbZ5Mzx0StcFCoYDFYrFWZ1TtwXRdkY4QUwM+E9gEcT7smdQHdu1JX18fqV76UoaSQjRM0QiFiHUq5XIZ29raBl3jEdoPSkXVDd6uHRVlsDQBP+CLIm/VNADFd4ot1bsyksSIhepqAtkgYTMg8gqQjVJSrVYxn89jsVis3THFf1vKglVXYsyTMNk3p0IXaevylC1nU4WI95tvI7Zqjexd0WAps2G6zkf0nTs7OzGfz9fqHV8PTfOUBTUI4tuWCyFn78rUEJfvRcmj7hlZYKOql66BBIXE+0QiRJ7RiDVErAOQRf0xQBnwTCRW6jP84B+y4dgOVAwunZfOn6wNflDwbZe3TY2edenpLsJ16XBdibuJLUpaVDs+iRjlO4UifjIbLpG/iCSVSiXt4l2b/odCbFXTkyY2ZWUi6nNcLsal+pQl1IVCATs6Osj1wzZAYeQ69u0LiRB5RuxdZtkoqaenBwEA29raojFqBh1BkJEJEVSDI2+zUYc+so7CZH2Gq3pBScNGnXH1wZdKY/OeKxk1sWnqny0RlREXE9JPsU0Z5E3sidqiSaDkA5Q1hj5tsvwxu7Jg1EddEPWhMdbWMFvlcrlGUkJuIuED3Zgn4SdC5BmxCVG5XMaWlhbM5/PY0dFBWnAcyhcTwqPrJBtx+rEp2ahW42/xdS1bH+AHHZfBVwdf75koGDYQRfe2aossbdG0sMyGSz1Q2VPllTpwyQZ51XOUtGzfMbGnStPm1HCd/zoiH2O9UVatsZ3G0tWpLNhMRyNuX0iEyDNCEiK+YmQXUre0tNTN3Ye27etZ0/dtfmMNWicrqwZHUccV44423vdQETe1jBAHEyLK9+ZVB9vdQSaKECPVKlu+Oltmr1gsDlrX4mvBqeh5ESkXDc4+1Tf2/UulUl3efLQz6nMmAywVjQg2eJu29d3Glul7LssSTNJo5NKPRIg8IyQh4is0myJj/2LIpqwyx7i7STYA8OqRrnNku186OzuN7WXtina5iPzwWSY63/lI0XZNhkkZ2Qy2/DeiSP0iW9ROPatYUKcVXBUCNn2t2/nkMpjLiDlfRjxJclHCZIFYa2tr7dwzExvUclapJz4GaVO/fKmJWXu6tuSzTzHpt6kqng+7lDodC4kQeUZMhSh7jxlTiGwX2JnYFnW4tmmp/ibqgLIDHd/ZyzpHWeTqonqp/JANhDbQRd3MJhv0bQcIl+jeZKDgCZyqw5V9f9NvJiOJfFquA57OHnvGZSMAxUd2HlClUvGybVmkWnR2dg7qA/r6+rBYLGJfX5+xDVM/KMqp7wBFlZ5NvWSLlFUqpmmdlPnB/l4ul0nLKnySP107FgWXjUIiRJ4Rcw0Ru8esqamp1kFQonxXuDJ46qCqa9yuUZRNo1dFTqII1rVD0eWNH4RtpxBsonYKAchCRrpkZWX7Xan1QzTQm9ijfhue5Nt0/ibkLpsv1zouywfrA7JTxpT+h9qmde/y+VL1KaIjFHwSJZl9Xb3LLhg22WovgyhI422KduHJ0qLa1QVTumBX5berb6ZIhMgzGnEOEbvQsLu7u07CDg1fA5ZLWi6wsckaMttxYdIJ2EC0a8ZXpJqFDSmhDLbZ90UDpgu5lvlGXfRtSuh4m5TI10Xhyr6jGzCyeVaRdgpU31WlqlFURhkh1NUlHUlT9Sk2h2z6IMcUQmZTB2XIlq3sktcQBx1SpvX5Nm66NpLPZ6iddYkQeUbMk6pzuRwWCgXs6upqyCK0kBVzqII1XHapbmg1TkSIQpQ7VUWhvCN7XzRguuRF9q7pom8TH/jIVhf5+hh0KKoSZbs5FSbkwoY4iMidjuC41BOqYpiFjzbGl1nos9JEZFxm02cfoiPCokXSPr+nTyRC5BmxCFF/f39t/VA+nxfeS+UDIdQI1wjWJH2Zn652s+s0QuWD+eljx5CJPdPBwyQ9/jeXqVcfa8NMnqf468u2aRvx9YzsPeq6J19lxA+YvuulLg32m491mTIySfXFt03XdmfqR0dHx6DxKWQf5oJEiDwjpkLECNHo0aOxq6urtrDatx2TBbOUhpZNM4TawacZSmWh5MNkO7sIsoia8p4N6Yyp+pmoGjI1plEHcyK6f1tRmqq/m3xHnXpl6iPlCAPEejUgS558k1QdYbJJQ/Sez3WZqvpSrQ6+usYHKPWAPeNrGi2bHtt5KWqjQ5EUJULkGTEIESMe5XIZS6USFgoFLBQKtYsVfdsyGUwpu89iK0Sm63Bs7Mg65GKx6NShmgxG/HtZskYlDq6DrglMCJGMIKjIYqiom6UnWxPlWyFiMCE0roRK5ovOB0aISqVSnTrhm2jzeRGlr7MpK4/sez5IL8UfH30FFbKyox5PoUqLT0/V79jUidAkKhEiz4hBiLIViZGjSZMmYT6fx9mzZwezK0M2Iog1vRNz4LaFj6jPZDCSvWeqMlHLy3WQ8/ENVapkaLXL95ooHWzKy/ct4TofslvvQwc+Or8oAQuVjPrwS5euL/JlS8pt6gqr7yI1UJeeTTmHbtOJEHlGLIWIZ/ixr5DIQlVJKRV4KDYMHwitUIR6l1q2NtMUISBTmmINwpQzlULblcFXO6HmK9bRH6awUZBC2Q0J0+DHh73e3t7aTEVom0khGmaIeQ4RgypKjmVfVkkpFXgoSqdDFTEHXBsbjSCqPndYmcBlqiGWXV/1hfpdfU4x+USjyHvsfqpaDbOuTpWPUDYbgUSIJPjpT3+KnZ2d2NzcjLvtthvefffdpPcaRYhCyOMmtl1sDjdy0wh/mU2fdzf58slEJvcNfrdfTLDBP+QdgiKYTlH7IAOyoCvmNI+vdsenE2PqjOqLq21Xn2XvqwixjU3VVGIjx4NEiAS4/PLLsampCX/961/jQw89hLNnz8Zx48bhiy++qH23EYSoUZFq1vZQGKBjoRF55ufqG0F+s2DSPNtBEoOoiTpO0ULUWAMZ5TydEHb56XLqic0u00Wy/PqaIhOtRZE941rHeEVDlq4Pe7r6EMq2LVGV2aXOAlD+P2+HUodjIREiAXbbbTecM2dO7b/XrVuHm2++OX7nO9/RvtsIQtSoSBXRfbrMVxq+3rNJW9XwXXyjdiimU6au5Z0lQ+wi09DXIwwMDAy6dqBaFS9aN+lQbSN02TRB6M6cT5/3UzQQ+lCIZPn11fdQFFCfClGW3PlUaXSEVfe8i+0sbImqSOk1IXWU/8/nz7Q/Ddm3J0LEYe3atVgoFPCaa66p+/uRRx6JH/vYxwY9v2bNGlyxYkXt37Jly6ISIj5S90kqVDZNzxtSQfWcbNDTwWZgMo2qRJ04pQPUfS9KHrIdV6fgok0qmTKxmX0mn89jc3Mz9vT01OpB1o5vYsC2cwOA9gRqk/ou81O3LinUQKaDreIwXOzGUPd82RGloSOssWBzv1gWKjKjSis7NvjYbCCyHTLoSISIw7PPPosAgHfeeWfd30899VTcbbfdBj0/d+7cWked/ReLELHIjUXqtoOcqU3T84ZU0CkWNudz2DRA06iKlavJAXSU72WSB5ZeR0dHHUGlRmc2Nhmp4+sAr1r5HAiy59v4HFxkfjZqobYrGjUAN8puIyHqV4dLOZiSHFM10dd4kxSiBsOUEA0FhYiXOGXPxFaIfCHWzhVbhchGUvd9KqxKqQjRgYjqQMiOKvZAM1wGtoTGYTjXkQ2prfqECSHKISLCBo4333wTisUiXHXVVXDwwQfX/j5r1ixYvnw5XHfddcr3X3/9dWhtbYUVK1bA2LFjA3ubkJCQkJCQ4AMm43c+kk8NRVNTE+y8885wyy231P62fv16uOWWW6BSqTTQs4SEhISEhIShgBGNdiAWTjnlFJg1axbssssusNtuu8GPfvQjWLVqFRx11FGNdi0hISEhISGhwdhoCNGnPvUp+Pe//w1f//rX4YUXXoAdd9wRbrzxRpg4cWKjXUtISEhISEhoMDaKNUSuSGuIEhISEhIShh/SGqKEhISEhISEBAMkQpSQkJCQkJCw0SMRooSEhISEhISNHokQJSQkJCQkJGz0SIQoISEhISEhYaNHIkQJCQkJCQkJGz0SIUpISEhISEjY6JEIUUJCQkJCQsJGj0SIEhISEhISEjZ6bDRXd7iAHeb9+uuvN9iThISEhISEBCrYuE25lCMRIgJWrlwJAABbbrllgz1JSEhISEhIMMXKlSuhtbVV+Uy6y4yA9evXw3PPPQebbLIJ5HI5r2m//vrrsOWWW8KyZcvSPWkBkco5DlI5x0Mq6zhI5RwHocoZEWHlypWw+eabQz6vXiWUFCIC8vk8bLHFFkFtjB07NjW2CEjlHAepnOMhlXUcpHKOgxDlrFOGGNKi6oSEhISEhISNHokQJSQkJCQkJGz0SISowWhuboa5c+dCc3Nzo13ZoJHKOQ5SOcdDKus4SOUcB0OhnNOi6oSEhISEhISNHkkhSkhISEhISNjokQhRQkJCQkJCwkaPRIgSEhISEhISNnokQpSQkJCQkJCw0SMRogbiZz/7GWy11VbQ0tIC73//++Gee+5ptEvDGt/5zndg1113hU022QQ222wzOPjgg+Gxxx6re2bNmjUwZ84caGtrgzFjxsB//dd/wYsvvtggjzcMnHvuuZDL5eCkk06q/S2Vsz88++yz8JnPfAba2tpg1KhR0NPTA4sWLar9jojw9a9/HUqlEowaNQpmzJgBTzzxRAM9Hn5Yt24dnHXWWbD11lvDqFGjoKurC775zW/W3X+VytkOt912G3z0ox+FzTffHHK5HFx77bV1v1PK9dVXX4XDDz8cxo4dC+PGjYP/9//+H/znP//x7msiRA3CFVdcAaeccgrMnTsX7r33Xpg2bRr09vbCSy+91GjXhi0WLFgAc+bMgbvuugv+8pe/wFtvvQUzZ86EVatW1Z45+eST4U9/+hNceeWVsGDBAnjuuefg0EMPbaDXwxsDAwNw8cUXw/ve9766v6dy9oPXXnsNdt99dxg5ciTccMMN8PDDD8MPfvADGD9+fO2Z7373u/CTn/wEfv7zn8Pdd98No0ePht7eXlizZk0DPR9eOO+88+Ciiy6Cn/70p/DII4/AeeedB9/97nfhggsuqD2TytkOq1atgmnTpsHPfvYz4e+Ucj388MPhoYcegr/85S/w5z//GW677TY4+uij/TuLCQ3BbrvthnPmzKn997p163DzzTfH73znOw30asPCSy+9hACACxYsQETE5cuX48iRI/HKK6+sPfPII48gAODChQsb5eawxcqVK3HKlCn4l7/8Bffaay888cQTETGVs0+cfvrpuMcee0h/X79+PXZ0dOD3vve92t+WL1+Ozc3NeNlll8VwcYPAAQccgJ/73Ofq/nbooYfi4YcfjoipnH0BAPCaa66p/TelXB9++GEEABwYGKg9c8MNN2Aul8Nnn33Wq39JIWoA3nzzTfjHP/4BM2bMqP0tn8/DjBkzYOHChQ30bMPCihUrAABg0003BQCAf/zjH/DWW2/VlfsOO+wAkydPTuVugTlz5sABBxxQV54AqZx94o9//CPssssu8IlPfAI222wzmD59Ovzyl7+s/f7000/DCy+8UFfWra2t8P73vz+VtQE+8IEPwC233AKPP/44AADcd999cMcdd8B+++0HAKmcQ4FSrgsXLoRx48bBLrvsUntmxowZkM/n4e677/bqT7rctQF4+eWXYd26dTBx4sS6v0+cOBEeffTRBnm1YWH9+vVw0kknwe677w7d3d0AAPDCCy9AU1MTjBs3ru7ZiRMnwgsvvNAAL4cvLr/8crj33nthYGBg0G+pnP3hqaeegosuughOOeUU+MpXvgIDAwNwwgknQFNTE8yaNatWnqK+JJU1HWeccQa8/vrrsMMOO0ChUIB169bBOeecA4cffjgAQCrnQKCU6wsvvACbbbZZ3e8jRoyATTfd1HvZJ0KUsEFizpw58OCDD8Idd9zRaFc2OCxbtgxOPPFE+Mtf/gItLS2NdmeDxvr162GXXXaBb3/72wAAMH36dHjwwQfh5z//OcyaNavB3m04+MMf/gCXXnop/P73v4epU6fCkiVL4KSTToLNN988lfNGhDRl1gC0t7dDoVAYtOvmxRdfhI6OjgZ5teHguOOOgz//+c8wf/582GKLLWp/7+jogDfffBOWL19e93wqdzP84x//gJdeegl22mknGDFiBIwYMQIWLFgAP/nJT2DEiBEwceLEVM6eUCqV4L3vfW/d397znvfAv/71LwCAWnmmvsQNp556Kpxxxhnw6U9/Gnp6euCII46Ak08+Gb7zne8AQCrnUKCUa0dHx6DNRm+//Ta8+uqr3ss+EaIGoKmpCXbeeWe45ZZban9bv3493HLLLVCpVBro2fAGIsJxxx0H11xzDdx6662w9dZb1/2+8847w8iRI+vK/bHHHoN//etfqdwNsPfee8MDDzwAS5Ysqf3bZZdd4PDDD6/9/1TOfrD77rsPOjri8ccfh87OTgAA2HrrraGjo6OurF9//XW4++67U1kbYPXq1ZDP1w+HhUIB1q9fDwCpnEOBUq6VSgWWL18O//jHP2rP3HrrrbB+/Xp4//vf79chr0u0E8i4/PLLsbm5GX/zm9/gww8/jEcffTSOGzcOX3jhhUa7NmzxxS9+EVtbW/Fvf/sbPv/887V/q1evrj1zzDHH4OTJk/HWW2/FRYsWYaVSwUql0kCvNwxkd5khpnL2hXvuuQdHjBiB55xzDj7xxBN46aWXYrFYxN/97ne1Z84991wcN24cXnfddXj//ffjQQcdhFtvvTW+8cYbDfR8eGHWrFk4adIk/POf/4xPP/00Xn311dje3o6nnXZa7ZlUznZYuXIlLl68GBcvXowAgOe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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -334,7 +352,17 @@ "output_type": "execute_result" } ], - "execution_count": 5 + "source": [ + "net = EINet(3200, 800) # \"method\": the numerical integrator method\n", + "runner = bp.DSRunner(net, monitors=['E.spike', 'I.spike'], inputs=[('Ein.input', 20.), ('Iin.input', 20.)])\n", + "runner.run(100.)\n", + "\n", + "# visualization\n", + "bp.visualize.raster_plot(runner.mon['ts'], runner.mon['E.spike'],\n", + " title='Spikes of Excitatory Neurons', show=True)\n", + "bp.visualize.raster_plot(runner.mon['ts'], runner.mon['I.spike'],\n", + " title='Spikes of Inhibitory Neurons', show=True)" + ] }, { "cell_type": "markdown", @@ -354,13 +382,21 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "14e659ca", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:46:08.274554Z", "start_time": "2025-10-06T03:46:08.268673Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:00.590194Z", + "iopub.status.busy": "2026-07-08T14:17:00.590055Z", + "iopub.status.idle": "2026-07-08T14:17:00.593554Z", + "shell.execute_reply": "2026-07-08T14:17:00.592908Z" } }, + "outputs": [], "source": [ "class EINet2(bp.DynSysGroup):\n", " def __init__(self, num_exc, num_inh, method='exp_auto'):\n", @@ -385,9 +421,7 @@ " self.E2I()\n", " self.I2E()\n", " self.I2I()" - ], - "outputs": [], - "execution_count": 6 + ] }, { "cell_type": "markdown", @@ -399,74 +433,59 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "29ebd650", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:46:12.883356Z", "start_time": "2025-10-06T03:46:08.280561Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:00.594973Z", + "iopub.status.busy": "2026-07-08T14:17:00.594848Z", + "iopub.status.idle": "2026-07-08T14:17:02.294521Z", + "shell.execute_reply": "2026-07-08T14:17:02.293674Z" } }, - "source": [ - "net2 = EINet2(3200, 800)\n", - "\n", - "inputs = np.ones(int(100. / bm.get_dt())) * 20. # 100 ms, with the same current of 20\n", - "runner = bp.DSRunner(net2, monitors=['E.spike', 'I.spike'])\n", - "runner.run(inputs=inputs)\n", - "\n", - "# visualization\n", - "bp.visualize.raster_plot(runner.mon.ts, runner.mon['E.spike'],\n", - " title='Spikes of Excitatory Neurons', show=True)\n", - "bp.visualize.raster_plot(runner.mon.ts, runner.mon['I.spike'],\n", - " title='Spikes of Inhibitory Neurons', show=True)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" 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", 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"2025-10-06T03:46:31.329410Z", "start_time": "2025-10-06T03:46:27.254181Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:07:12.215304Z", + "iopub.status.busy": "2026-07-08T10:07:12.215142Z", + "iopub.status.idle": "2026-07-08T10:07:20.772558Z", + "shell.execute_reply": "2026-07-08T10:07:20.771680Z" } }, - "source": [ - "import brainpy as bp\n", - "\n", - "bp.math.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -60,7 +68,13 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "\n", + "bp.math.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -147,24 +161,20 @@ }, { "cell_type": "code", + "execution_count": 2, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:46:31.551113Z", "start_time": "2025-10-06T03:46:31.347146Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:07:20.774325Z", + "iopub.status.busy": "2026-07-08T10:07:20.774051Z", + "iopub.status.idle": "2026-07-08T10:07:21.098041Z", + "shell.execute_reply": "2026-07-08T10:07:21.097188Z" } }, - "source": [ - "# a pre-synaptic neuron which generate spike at 1 ms, 11 ms, 21 ms.\n", - "pre = bp.neurons.SpikeTimeGroup(1, [1., 11., 21.], [0, 0, 0])\n", - "\n", - "# a post-synaptic integrator which integrate synaptic inputs\n", - "post = bp.neurons.LeakyIntegrator(1)\n", - "\n", - "# the synaptic model we want, whose output function is defined with `bp.synouts.COBA`\n", - "bp.synapses.Exponential(pre, post, bp.conn.All2All(),\n", - " output=bp.synouts.COBA(E=0.))" - ], "outputs": [ { "data": { @@ -179,7 +189,17 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "# a pre-synaptic neuron which generate spike at 1 ms, 11 ms, 21 ms.\n", + "pre = bp.neurons.SpikeTimeGroup(1, [1., 11., 21.], [0, 0, 0])\n", + "\n", + "# a post-synaptic integrator which integrate synaptic inputs\n", + "post = bp.neurons.LeakyIntegrator(1)\n", + "\n", + "# the synaptic model we want, whose output function is defined with `bp.synouts.COBA`\n", + "bp.synapses.Exponential(pre, post, bp.conn.All2All(),\n", + " output=bp.synouts.COBA(E=0.))" + ] }, { "cell_type": "markdown", @@ -192,17 +212,20 @@ }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:46:31.563496Z", "start_time": "2025-10-06T03:46:31.558053Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:07:21.100059Z", + "iopub.status.busy": "2026-07-08T10:07:21.099905Z", + "iopub.status.idle": "2026-07-08T10:07:21.104508Z", + "shell.execute_reply": "2026-07-08T10:07:21.103421Z" } }, - "source": [ - "bp.synapses.Exponential(pre, post, bp.conn.All2All(),\n", - " output=bp.synouts.CUBA())" - ], "outputs": [ { "data": { @@ -217,7 +240,10 @@ "output_type": "execute_result" } ], - "execution_count": 3 + "source": [ + "bp.synapses.Exponential(pre, post, bp.conn.All2All(),\n", + " output=bp.synouts.CUBA())" + ] }, { "cell_type": "markdown", @@ -261,17 +287,20 @@ }, { "cell_type": "code", + "execution_count": 4, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:46:31.586695Z", "start_time": "2025-10-06T03:46:31.579968Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:07:21.106169Z", + "iopub.status.busy": "2026-07-08T10:07:21.106017Z", + "iopub.status.idle": "2026-07-08T10:07:21.112194Z", + "shell.execute_reply": "2026-07-08T10:07:21.111214Z" } }, - "source": [ - "bp.synapses.NMDA(pre, post, bp.conn.All2All(),\n", - " output=bp.synouts.MgBlock(E=0., cc_Mg=1.2))" - ], "outputs": [ { "data": { @@ -286,7 +315,10 @@ "output_type": "execute_result" } ], - "execution_count": 4 + "source": [ + "bp.synapses.NMDA(pre, post, bp.conn.All2All(),\n", + " output=bp.synouts.MgBlock(E=0., cc_Mg=1.2))" + ] }, { "cell_type": "markdown", @@ -310,21 +342,20 @@ }, { "cell_type": "code", + "execution_count": 5, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:46:32.167036Z", "start_time": "2025-10-06T03:46:31.599818Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:07:21.113872Z", + "iopub.status.busy": "2026-07-08T10:07:21.113688Z", + "iopub.status.idle": "2026-07-08T10:07:27.423743Z", + "shell.execute_reply": "2026-07-08T10:07:27.422818Z" } }, - "source": [ - "# AMPA synapse model with STD\n", - "\n", - "bp.synapses.AMPA(pre, post, bp.conn.FixedProb(0.3),\n", - " stp=bp.synplast.STD(tau=700, U=0.07),\n", - " output=bp.synouts.COBA(E=0.),\n", - " alpha=0.94, beta=0.18, g_max=6e-3)" - ], "outputs": [ { "data": { @@ -339,25 +370,31 @@ "output_type": "execute_result" } ], - "execution_count": 5 + "source": [ + "# AMPA synapse model with STD\n", + "\n", + "bp.synapses.AMPA(pre, post, bp.conn.FixedProb(0.3),\n", + " stp=bp.synplast.STD(tau=700, U=0.07),\n", + " output=bp.synouts.COBA(E=0.),\n", + " alpha=0.94, beta=0.18, g_max=6e-3)" + ] }, { "cell_type": "code", + "execution_count": 6, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:46:32.444224Z", "start_time": "2025-10-06T03:46:32.416287Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:07:27.425309Z", + "iopub.status.busy": "2026-07-08T10:07:27.425154Z", + "iopub.status.idle": "2026-07-08T10:07:27.436333Z", + "shell.execute_reply": "2026-07-08T10:07:27.435310Z" } }, - "source": [ - "# GABA synapse model with STD\n", - "\n", - "bp.synapses.GABAa(pre, post, bp.conn.FixedProb(0.3),\n", - " stp=bp.synplast.STD(tau=700, U=0.07),\n", - " output=bp.synouts.COBA(E=-80),\n", - " alpha=10.5, beta=0.166, g_max=3e-3)" - ], "outputs": [ { "data": { @@ -372,24 +409,31 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "# GABA synapse model with STD\n", + "\n", + "bp.synapses.GABAa(pre, post, bp.conn.FixedProb(0.3),\n", + " stp=bp.synplast.STD(tau=700, U=0.07),\n", + " output=bp.synouts.COBA(E=-80),\n", + " alpha=10.5, beta=0.166, g_max=3e-3)" + ] }, { "cell_type": "code", + "execution_count": 7, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:46:32.508751Z", "start_time": "2025-10-06T03:46:32.481451Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:07:27.437932Z", + "iopub.status.busy": "2026-07-08T10:07:27.437716Z", + "iopub.status.idle": "2026-07-08T10:07:27.447594Z", + "shell.execute_reply": "2026-07-08T10:07:27.446625Z" } }, - "source": [ - "# NMDA synapse model with STD\n", - "\n", - "bp.synapses.NMDA(pre, post, bp.conn.FixedProb(0.3),\n", - " stp=bp.synplast.STD(tau=700, U=0.07),\n", - " output=bp.synouts.MgBlock(E=0., cc_Mg=1.2))" - ], "outputs": [ { "data": { @@ -404,7 +448,13 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "# NMDA synapse model with STD\n", + "\n", + "bp.synapses.NMDA(pre, post, bp.conn.FixedProb(0.3),\n", + " stp=bp.synplast.STD(tau=700, U=0.07),\n", + " output=bp.synouts.MgBlock(E=0., cc_Mg=1.2))" + ] }, { "cell_type": "markdown", @@ -434,14 +484,14 @@ "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" + "pygments_lexer": "ipython3", + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/tutorial_building/customize_dynamical_systems.ipynb b/docs/tutorial_building/customize_dynamical_systems.ipynb index 966e31d6d..b91d1571e 100644 --- a/docs/tutorial_building/customize_dynamical_systems.ipynb +++ b/docs/tutorial_building/customize_dynamical_systems.ipynb @@ -28,25 +28,31 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:48:50.395266Z", "start_time": "2025-10-06T03:48:46.480433Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:10.203023Z", + "iopub.status.busy": "2026-07-08T14:17:10.202879Z", + "iopub.status.idle": "2026-07-08T14:17:13.772714Z", + "shell.execute_reply": "2026-07-08T14:17:13.771883Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -54,7 +60,14 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -107,12 +120,20 @@ }, { "cell_type": "code", + "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:48:50.407961Z", "start_time": "2025-10-06T03:48:50.398886Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:13.774624Z", + "iopub.status.busy": "2026-07-08T14:17:13.774376Z", + "iopub.status.idle": "2026-07-08T14:17:13.777923Z", + "shell.execute_reply": "2026-07-08T14:17:13.777231Z" } }, + "outputs": [], "source": [ "class FitzHughNagumoModel(bp.DynamicalSystem):\n", " def __init__(self, a=0.8, b=0.7, tau=12.5, **kwargs):\n", @@ -137,9 +158,7 @@ " self.w += (self.v + self.a - self.b * self.w) / self.tau * dt\n", " self.v += (self.v - self.v ** 3 / 3 - self.w + self.I) * dt\n", " self.I[:] = 0." - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -165,12 +184,16 @@ { "cell_type": "markdown", "metadata": {}, - "source": "## Advantages of using `brainpy.DynamicalSystem`" + "source": [ + "## Advantages of using `brainpy.DynamicalSystem`" + ] }, { "cell_type": "markdown", "metadata": {}, - "source": "There are several advantages of defining a dynamical system as `brainpy.DynamicalSystem`." + "source": [ + "There are several advantages of defining a dynamical system as `brainpy.DynamicalSystem`." + ] }, { "cell_type": "markdown", @@ -188,30 +211,40 @@ }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:48:50.849489Z", "start_time": "2025-10-06T03:48:50.832862Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:13.779400Z", + "iopub.status.busy": "2026-07-08T14:17:13.779267Z", + "iopub.status.idle": "2026-07-08T14:17:13.791684Z", + "shell.execute_reply": "2026-07-08T14:17:13.790672Z" } }, + "outputs": [], "source": [ "fhn = FitzHughNagumoModel()" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "code", + "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:48:50.867518Z", "start_time": "2025-10-06T03:48:50.863719Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:13.793287Z", + "iopub.status.busy": "2026-07-08T14:17:13.793150Z", + "iopub.status.idle": "2026-07-08T14:17:13.796383Z", + "shell.execute_reply": "2026-07-08T14:17:13.795607Z" } }, - "source": [ - "fhn.name # name for \"fhn\" instance" - ], "outputs": [ { "data": { @@ -224,7 +257,9 @@ "output_type": "execute_result" } ], - "execution_count": 4 + "source": [ + "fhn.name # name for \"fhn\" instance" + ] }, { "cell_type": "markdown", @@ -235,16 +270,19 @@ }, { "cell_type": "code", + "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:48:50.903476Z", "start_time": "2025-10-06T03:48:50.895433Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:13.797784Z", + "iopub.status.busy": "2026-07-08T14:17:13.797660Z", + "iopub.status.idle": "2026-07-08T14:17:13.801728Z", + "shell.execute_reply": "2026-07-08T14:17:13.801016Z" } }, - "source": [ - "for _ in range(3):\n", - " print(FitzHughNagumoModel().name)" - ], "outputs": [ { "name": "stdout", @@ -256,7 +294,10 @@ ] } ], - "execution_count": 5 + "source": [ + "for _ in range(3):\n", + " print(FitzHughNagumoModel().name)" + ] }, { "cell_type": "markdown", @@ -267,17 +308,19 @@ }, { "cell_type": "code", + "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:48:50.923226Z", "start_time": "2025-10-06T03:48:50.918227Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:13.803212Z", + "iopub.status.busy": "2026-07-08T14:17:13.803051Z", + "iopub.status.idle": "2026-07-08T14:17:13.806527Z", + "shell.execute_reply": "2026-07-08T14:17:13.805788Z" } }, - "source": [ - "fhn2 = FitzHughNagumoModel(name='X')\n", - "\n", - "fhn2.name" - ], "outputs": [ { "data": { @@ -290,24 +333,27 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "fhn2 = FitzHughNagumoModel(name='X')\n", + "\n", + "fhn2.name" + ] }, { "cell_type": "code", + "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:48:50.961017Z", "start_time": "2025-10-06T03:48:50.956304Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:13.807836Z", + "iopub.status.busy": "2026-07-08T14:17:13.807709Z", + "iopub.status.idle": "2026-07-08T14:17:13.810518Z", + "shell.execute_reply": "2026-07-08T14:17:13.809756Z" } }, - "source": [ - "# same name will cause error\n", - "\n", - "try:\n", - " FitzHughNagumoModel(name='X')\n", - "except bp.errors.UniqueNameError as e:\n", - " print(e)" - ], "outputs": [ { "name": "stdout", @@ -322,7 +368,14 @@ ] } ], - "execution_count": 7 + "source": [ + "# same name will cause error\n", + "\n", + "try:\n", + " FitzHughNagumoModel(name='X')\n", + "except bp.errors.UniqueNameError as e:\n", + " print(e)" + ] }, { "cell_type": "markdown", @@ -333,18 +386,19 @@ }, { "cell_type": "code", + "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:48:50.991836Z", "start_time": "2025-10-06T03:48:50.986190Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:13.811937Z", + "iopub.status.busy": "2026-07-08T14:17:13.811815Z", + "iopub.status.idle": "2026-07-08T14:17:13.815541Z", + "shell.execute_reply": "2026-07-08T14:17:13.814724Z" } }, - "source": [ - "# All variables can be acessed by \n", - "# 1). the absolute path\n", - "\n", - "fhn2.vars()" - ], "outputs": [ { "data": { @@ -377,22 +431,29 @@ "output_type": "execute_result" } ], - "execution_count": 8 + "source": [ + "# All variables can be acessed by \n", + "# 1). the absolute path\n", + "\n", + "fhn2.vars()" + ] }, { "cell_type": "code", + "execution_count": 9, "metadata": { - "scrolled": true, "ExecuteTime": { "end_time": "2025-10-06T03:48:51.040088Z", "start_time": "2025-10-06T03:48:51.034949Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:13.816938Z", + "iopub.status.busy": "2026-07-08T14:17:13.816816Z", + "iopub.status.idle": "2026-07-08T14:17:13.820026Z", + "shell.execute_reply": "2026-07-08T14:17:13.819328Z" + }, + "scrolled": true }, - "source": [ - "# 2). or, the relative path\n", - "\n", - "fhn2.vars(method='relative')" - ], "outputs": [ { "data": { @@ -425,7 +486,11 @@ "output_type": "execute_result" } ], - "execution_count": 9 + "source": [ + "# 2). or, the relative path\n", + "\n", + "fhn2.vars(method='relative')" + ] }, { "cell_type": "markdown", @@ -437,25 +502,25 @@ }, { "cell_type": "code", + "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:48:51.431966Z", "start_time": "2025-10-06T03:48:51.056286Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:13.821571Z", + "iopub.status.busy": "2026-07-08T14:17:13.821447Z", + "iopub.status.idle": "2026-07-08T14:17:13.986468Z", + "shell.execute_reply": "2026-07-08T14:17:13.985526Z" } }, - "source": [ - "runner = bp.DSRunner(fhn2, monitors=['v', 'w'], inputs=('I', 1.5))\n", - "runner(duration=100)\n", - "\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.v, legend='v', show=False)\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.w, legend='w', show=True)" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\dynsys.py:325: UserWarning: \n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/dynsys.py:458: UserWarning: \n", "From brainpy>=2.4.3, update() function no longer needs to receive a global shared argument.\n", "\n", "Instead of using:\n", @@ -475,38 +540,32 @@ }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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qYH66fRQdUqKZ+OpS5m0p0ju0I/1wHxRthiveVbs5C7/QNBFRFIWbbrqJzz//nJ9//pkOHTpoebgW8VciAnBh/9Y8cXFv3l2Sx6PfbjJGMrI3R/0QDbk+ePaPaYku4+HgLnXTqTD3w4ZC4qMiOLN7OqAmy+9eN5St+yuZ+NpSymoM8FTu88Kn16pJ5CWvBf8y3ZPJ6AOxmbD1R70j0V1RRR2r88r4w0D1ITU11s7b1wxlRHYy099ewf82GmTH4vWfworX4ewnoFVfvaMJKZomIjNmzODdd9/lvffeIzY2lsLCQgoLC6mtNd6mcZV1HiIjzERY/HNKLh/clofO78lrC3N56qetfnnPZqsrh4+nqNulj31E31gCpcOpYI2SeXhgWW4pwzsmH3Ft92+byPvXD2PPwVomvrZU/w7B8/8Ju39Vl0HGpOkbSyCYTND5LLk+gaW5as+fUzunNnwvymbhpckDObNbOn+atYq5m3UeGTmwA766Vd0vaOA0fWMJQZomIi+++CLl5eWMHj2aVq1aNXx9+OGHWh62WWpdHhw2/26gNWVEe+49uxvP/ryd5+du9+t7N5qiwFe3QM1BuHQmWBvfJyWoRUSpm/aFeZ2I16ewvqCcvlkJR/2sZ2Y8s64bSkGZzh2Cd86H+f+A0fepCWS46DIeSndAiU73BoNYv7ec1glRpMQceW+KsJj575X9GdU1lT++u5JfthbrE6DHqT7IxaTBec+E3ipDA9B8auZYX1OnTtXysM1S4/ISFeH/4eA/jsrm9jFd+NcPW3htwU6/v/9Jrf0QNn4B5/8Hkow7NaaJLuPUTfBqDVj0FiAFB2updnnpkXnswu/ureJ499qh5BZXMfXN5VQ7A1zAWlum7iHT4VQ4NYT62TRGx1FgscO28E6WN+6tOO71abOaef6qAZzaKYXpb6/g1+0lAY4O+PkRtS7k0pkQGbgFFOEkiDdt8K9atxeHTZt56VvO7MSNo7N55NtNvLNktybHOKayfJj9F+hzeXjUhfxe53Fql9UdP+sdiW5yD6hdjDskRx/3Nb1ax/P2tUPZUljJNTOXU+sKYIfg2X8BZxVc+GLo14X8ni1aTcDCfNRu94EaOqYc//q0Wc28MGkAw7OTufat5SzeEcBGcLt+hUXPwhl/hVZ9AnfcMCOJyCG1Lu0SEZPJxF3jujJ1RHvu/2I9H68IQH8Un0990rTHqZ3/wlF8a8joHdY3+l0l1URYTGQmnLg9er+sBGZOG8y6gnKmvx2g7QrWfwbrPlKb6sUbczWd5jqPU2tj6gLXRdpI3F4fBWW1tE12nPB1dquFlyYNZHD7JK59azkrdwdgL6m6CvjiBrXx44hbtD9eGJNE5JAal5cojRIRUJORByf04Mohbbn707V8tWavZscC1NbDuxbAhS+EVnvspuoyHrb9qK7KCEN7DtbQOiEKayOKsAe1T+KNqYNZsbuUG95didOj4Tmr2Kd2T+1xIfS5TLvjGF2XseDzwM65ekeii71ltXh9Cu2Sjj8iUi8ywsIrkwfRu3U8U99Yzto9ZdoG98O96uaZ4ThaF2CSiBxS4/L6vVj190wmE49e2IsL+7fm9g9z+H59oTYHOrAD/vcQDPuTOg8dzrqMV2tE9izXOxJdlFS5mrSR47BD2xUs2nGAm95brc12BYoC39ymFk6f93R4F/8ltofUbmG7jLeoUu2gmhHfuGs0ymbh9amD6Zwew+TXl7Fxr0YjSVt/hNXvwrjHwq+2TgeSiBxS6/ZoUqz6e2aziX9e0ofxvTK4+X0NlqX5fOoqmbhMOON+/753MMocAI6UsF0mWVLlPGo1wsmc0jmFlycPZP6WYm79YDUefycjGz5T/z3OfQocx953Kqx0GacWrPoMvkeVBg4cauWeHN34azTGbmXmNUNom+Rg8utL2ba/0r9BOSvV0brsM2DA1f59b3FMkogcovXUzOGsFjPPXN6P0V3T+OO7K/1bCb76Hdi9ECY8A7YTz7uGBbMZOo8N2zqR4sqmJyIAp3dN4/mJA/hxw37u8OfeSTWl8N3d0P182bG0XudxUF0M+1brHUnAFVe5sJhNTW4kGRcZwdvXDCE11s5Vry0lt6Taf0H9/AjUlspoXQBJInKIlsWqxxJhMfPcVf0Z3jGZ695awbJcPxRfVeyDH++HfpOg4+iWv1+o6DIOijaquw6HmZIqZ5OmZg53Vo/f9k666xM/7Z304/3q/irn/Kvl7xUqsoZCZHxYJssHqpwkR9swm5v+Cz8x2sa71w0lLtLKVa8uIb+0puUB5S+HpS/D6X9Vp81EQEgickggR0Tq2a0WXp48kH5ZCVwzczmrW7rJ03d/UTdhGvuwfwIMFdlngNkadjd6r0+htNrVrBGRemf3bsVTl/Xls9V7uP/LFu6dtHMe5LwLY/8OsRnNf59QY7FCpzFhd30CHKhykdyC6zMlxs5704dhs5q56rUl7CtvQddujwu+vgUy+8HQG5r/PqLJJBE5pMblxRGhbbHqsURGWHhtyiC6ZcQy5Y1lrC8ob94bbf0BNn0NZ/9D5t1/LzIO2o0Muxt9abULnwIpMS3bIfSCfq355yV9mLU0j4e/aebeSR6nOu/ebiT0l3n3o3QZD/tyoFKjAnaDUmuYWnZ9psdF8t70Yfh8MPHVpRRV1jXvjRY/B8Vb4Pxn1eRQBIwkIoeoLd71WaIVbbfyxrTBdEiJZvLrS9lS2MTiK3edOu/ecTT0vFiTGINel/GQ+wu4/DiXbHAlhwoBU5o5NXO4Swdl8fCFvXjj11z++cOWpicji59Tp8bOfUqt2xFH6jQGTGZ1qXkYOVDVshG7eq0Tonhv+lBqXF4mvrq0oQi20coL4Jd/qSMhGb1bHI9oGrkjoLair3UHfmrmcHGREbx1zRAy4qOY+NpSdhZXNf4PL34WyvPVxmVSXHVsXcaB16nuaxIm6hORVD/c6AEmD2vH/53bnRfn7eC/c5qwP0r5HvjlSfUmn9bNL7GEHEcStBkSdqN2JYdqRPyhXXI0s6YP5WCNm8mvL2vaRo4//h/YYmD03X6JRTSNJCKA0+PDp6DbiEi9BIeNd68dQqIjgqteXUregUYUX5Xlwy//hmE3QmpX7YMMVsnZkNw5rJbxNoyI+CkRAbju1I78ZVxXnv7fVl6ev6Nxf+jH+9Wb/Ci5yZ9Ql7GwY646jRUmSqqcfhmxq5edGsOs64ayr7yWq99Y2riNHHMXqEvKz/q7WjQsAk4SEWjYW0PvRAQgOcbOrOuGEhmhFl/tLTtJ8dWPf1U/PKfdFZgAg1mXceoTZ0sKLoNIabWbqAiL30f6ZpzeiVvO6MTj321m5q+5J35x7i/qTX7sw7Jh2Ml0Hgfuati1UO9IAsLl8VFR5/HbiEi9rhmxvHPtUHJLqpl2so0cvR747i51NKrP5X6NQzSeJCJAzaF9NaI07qzaWGmHiq8Arnp1CUUVxym+2jkfNn4pN/nG6jIOqgph3xq9IwmIqjoPsZHaXNO3n9WF60/ryN++3sj7y46zLNrrgdl3QdYwuck3RnpPiGsTNnUi5bXqaEWCw7+JCKgbOb51zRA2F1Zy3Vsn2DtpxetQtEldTi61S7qRM49aqArGGBGpl5kQxfvTh+H0+LjqtaUNw+wNfD51XrPNYOh9qT5BBpu2w9VNAMPkRl9Z59YsETGZTNx7djemDG/HfZ+v47NVe45+Uc67ULwJxj8utUuNYTKpyfLm2WExald1aKRCq2u0f9tE3pg6mJz8Mv74zjH2Tqotg3lPwIDJ6pJdoRtJRFCX7gIBafHeFFlJDmZdN5TyWjeTXltKWY3rtx+u+xgK18JZD8tNvrEsEdDpzLCpE6ms8xAT2bSOlU2hbuTYk8sHZfHnj9fwzdrDNnJ0VcPcx9QkufUAzWIIOd0nQHme+tkOcfX1GzF27Uaih3RI4rUpg1i88xh7Jy18Gjx1MPo+zY4vGkcSEQ5LRAw0IlKv46Hiq6JKJ1e/sYyKOre6XPfnh6HbedBuuN4hBpcu46FgJVT5eY8fA6pyeojT6Gmzntls4tGLenN+30xu+yCHHzcc6oOx6Dl1s0HZ76hp2p8CkQlqT6AQV1Wn7YhIvZGd1L2T5m0p4rYPctS9k8ryYcmLMPwmiGul6fHFyUkigrGKVY+lS3os71w7hF2Hiq9ci16Eir0w5m96hxZ8Op2l9mvY8p3ekWiuos6t6dNmPYvZxJOX9mVsz3Ruem81v+ZshF//A0Ouh8R2mh8/pFgioOvZsOkbvSPRXOWhqZlAXKOnd03juasG8P2GQu76ZC3K3EfVurqRt2h+bHFykohAQyGT0aZmDtczM563rx1KYeFe3PP+hWfAVEjprHdYwSc6We3uuekrvSPRXJVTu2LV37NazPzniv6c1iWFvM/ux22ywml/DsixQ06389TampIm9GoJQvUjIjEBukbH9czgmcv7sXnNIpQ1H6CMugfssQE5tjgxSURQ+4iA2m7dyPplJfBpz0Xg83Jb4biji69E43Q/X11xVFumdySaqqzzEKthjcjvRVjMPD82hsvMP/NU3QRW7A/9gktNZJ8BEQ7YHNrTM1VODzarGbs1cPfdCX0zeaP11+T6Mnh43+CW7Z0k/EYSEWj4hW6zGPx0lO8hY8s7HOh7Az/t9jFj1u+Kr0TjdD8PfO6QL1qtqvMEZNj7cPYFj2OKb8261pcx9c3l5OSXBfT4IcHmUIuqQ7xOpMrpITbA1yc755NRvIiCgXfxxuI9PPHdZklGDMDgv3kDw+nxEWExNWsr6oBa8BTYoml77p95efJA5m89rPhKNF5cptrAaGNoT89ouXz3mArXwcYvMY+6m5enjqRrRixXv76UDXubuZFjOOt+vlpUXbH35K8NUhV17oBNywDqkuh5j0Nmf047fxoPTujBy7/s5On/bQtcDOKYJBFB7fBn+NGQsjxY9TaMvBXssYz+XfGVzydZfZP0OB+2/w+cTdxgMEh4fQrVLm9gE5F5T0BiB+h7BdF2K29OG0z7lGgmv76MrftD8zxrpvNYMFth87d6R6KZgI/Y7ZwLeYvV5bomE9NGduCes7vx3znbeH5uaNfjGJ3Bf/sGhtPjw27w+hB+eVJt5T54esO36ouvvsgp4K9frJMhxqboPkHdBC9Em5v91iwqQDUie3Ng8zfqfjIW9ZhxkRG8fc0Q0mLtTHxtKbkl4bPzcYtFJUCHUSFdVB3IYmoURe1r03oQdD6r4ds3jMrmtjGd+dcPW3h94Um2KxCakUQEcLq92K0GPhWluZAzC065DewxR/xoQt9M/vmHvry/LJ+Hvt4oyUhjJbaHVn1DdnomEM2ijjDvCUjKPqrLb4LDxrvXDSU+KoKrXl1CfmkjNnIUqu7nwa5foaZU70g0oY6IBChR3j4H9iyH0+89qgHkrWd25oZR2Tz8zUbeWbI7MPGIIxj4t2/gOL0+bEZORH55EqKSYNC1x/zxHwa24bGLejNz0S6e+F6Krxqt+/mw7Sdwn2RjwSCkdfvsIxSsgq3fweh7wHL08VIObeRos5q58tVGbOQoVF3PBcUXstMzlYEaEVEUmPuoWheWfeZRPzaZTNw9vivTRrbn/i/W89GKfO1jEkcw8G/fwHG6fcYdETmwA9a8D6fcrlbTH8dVQ9uqxVfzd/KMFF81To8L1N1Ot8/ROxK/qwxQ10pALQBM6QK9LjnuS9IPbeSoKDDxtaXH38hR/CY2Xe20uuFzvSPRRMBqRLb9CHtXwen3HXc7DJPJxAPn9eCqoW25+9O1fJlToH1cooFBf/sGlsvrC+ha9iZZ8BREp8CgaSd96bSRHbh7fDf+M2cbL8yT4quTSukMqd1Dch7+t/bZGg99F6xSb/Sj7gbziT9DrQ9t5Fjr8jLxtaUc+P1GjuJoPS+CnfOgukTvSPyu0hmAVTP1K2XaDoeOo0/4UpPJxCMX9OLi/m2446M1fLdun7axiQaSiKCOiBhyaqZ8D6z9UN0PISKqUX/kxtHZ3HpmZ/75vRRfNUqPC9R27+7QekKvn5rRfNuChU+rtSE9L2rUy9smO5g1fSgHa9xMen0Z5TVubeMLdj0uUP9345f6xqGBqroATM3kzoe9q+G0vzRqc1Cz2cQ//9CHc3q34pYPVvPz5v3axicASUQAtaGZIadmFr+gTsc0YjTkcLeN6cwfR3Xk4W82MmupFF+dUK+LwVkB23/SOxK/qg3EtgUl29SmWyNvPeloyOGyD23kuK+8lmkzl1Hj8mgXY7CLTlGf5ENweqba6SXapnEisvBpyOijdqttJIvZxFOX9eWMbmnc8O4qFm4LvdEoozHgb9/Ac3kMWCNSUworZ6obhzVxPwSTycQ947sxdUR7/vr5ej5fvUebGENBalfI6A3rPtE7Er+qc3uxWcxYteyP8+t/ICYd+l7R5D/aNSOWt6YNYUthJX98Z6VsV3AivS6GXQuhInSmCjxeHy6vT9sdzwtWqdNap9zeqNGQw0VYzPz3yv6MyE7m+ndWsCrvoDYxCkASEUDtI2K4qZllr6oV80NvaNYfN5lMPDihB5cNasOfP17L/zbKEONx9fqD2u69rkLvSPym1uUlMkLDa7piL6z5AIbPAKu9WW/RNyuBV6cMYmluKbd9kINXmvIdW7fz1OZmITQ9U3dofy9NR+x+fUZtsFc/vdVEdquFFycOpEerOKa9uZwthdKUTysG++2rD3VqxkDFqq5qWPoSDJisDs02k8lk4rGLenNW93RmvLeKJTsP+DHIENLrEvDUwZbZekfiN7Vur7ZPm4ufV6cNB05t0duMyE7huSv78+PG/dz3mTTlO6aoBOg0BtZ/qnckflPr0njq8MAOtUfQyFuaNG34e1E2C69PHUzrhCgmv76UvAPSB0cLkohgwKmZVe9AXblapNpCVouZ/1zZj0HtE7nurRWsL5B9P46SkKVW1a/7WO9I/KbW7dXuJl8/bTh4OkTGtfjtxvbM4J+X9OHDFfk8NnuTJCPH0usS2LNM3eohBNTV1zBplSz/+h+IToW+V7X4reKjInjrmiFE261MfH0J+2Xpud8Z6Levfgw1NeN1w6JnofcfILGdX97SbrXw8uRBZKfFMOWNZeworvLL+4aU3n+AHXNDZplknctLlFaFgMtfA5+n2dOGx3LJwDb8bUIPXl2QK/t+HEvX8WCNDJmi1fpi6kgtkuWKfWrvpeF/gohIv7xlaqydd64dgtujcPXryyircfnlfYXKIL999eX0GKiPyMYvoWKPuhLBj2LsVmZOHUxStI3Jry2V7pa/1+NC9X9D6EYfpUWNiMcJy16BfhMhJtWvbz11ZAduH9OFJ3/cyjuLd/n1vYOePRa6jAuZ6Zn6qRlNlpcvewUsdhh0jV/ftk2ig3evG0JRZR3TZi6n2imrvfxFEhEOTc1oWdjXFEteUDe7Su/p97dOjLbxzrVDMZlMTH5dGkodIToFsk8PnRu9W6MVCes/hepiGHaj/98buOXMTlwzsgMPfLVBulv+Xq8/wL41ULxF70haTLPl5a4aWPmmWl8XGe/f9wY6pcXy1jVD2FpYyQ3vymovfzHIb199OT3qUkfd5S+HgpUw7E+aHSIjPpJ3rxtKea2bqW8ub9gcTaBu2Ja3GMqCf6+JWpcGNSKKoibKnceqXWk1YDKZ+L9zu3PJALW75ZxNstqrQZdxEJmgrlYKcrVa1Yis+whqy9S2Bxrp0+a31V63vp+Dx+vT7FjhwgC/ffXnNMqIyJIXIKmjeqPXUIeUaN66Zgi7DlQz/e0VDYVjYa/bueo8/Prg7ylS6/b4f/599yIoXOfX2pBjMZtNPHFxb8Z0T+NPs1axLDc0d59tMqtdLVpd+yH4gvszW+fSoEZEUWDJS9D1HEjq4L/3PYYR2Sk8f9UAftq0n/s+l9VeLWWA3776cxmhRqS8QK0PGXoDmLX/Z+mZGc8bUweTk1/Gze+vlqwe1Hn4bueqT5xBfmPRZERkyQuQ0rVJXSqby3qooVT/tglc99Zytu6XHg4A9L0SKgpg1wK9I2mRGi2W7+6cB8WbYJi2iXK9s3qk868/9OGjFXv4949bA3LMUCWJCAZZNbP8VbBFQ7+WLzdrrMHtk3hh4gB+3lzEg19tkKwe1PNfvFndrTOI+b1G5OButc/KsBua3KWyuexWC69cPYjMhCimvLGMfeVSYE2bQerePkE+PVPr9mIxm4iw+PFaWvoSpPeC9qf67z1P4uIBbbj37G48N3c77yyR7TSaK+wTEY/Xh9en6NtHxFUDK96E/pOb3M69pc7ols5jF/Vi1tI8Xpi3I6DHNqSOp0NsK8h5T+9IWqTO331Elr0C9jjo0/R27i0RFxnBzGlDMJtMTH1jOeW1YV7TZDKpoyIbvwJn8C7Dr78+Tf5Kag/sULsjDw1colzv+tM6Mm1kex78cj0/bCgM6LFDRdgnIq5DUxK6JiJrP1Q3XhuqXYHViVw+uC23jenMv37Ywicrw3xfGrNF3Ttl3SdBvSOv2uLdT4mIs0ptsjdwitpNNcAy4iN565rBFFbUcf3bK2SlQp/LwF0Nm7/RO5Jm8+v1CbD0ZXAkqwXnAWYymbj/3B6c3asVt7y/mpW7paapqcI+EXG6dU5EFEV92ux6DiS21ycG4NYzO3PF4Czu+XQtv2wt1i0OQ+h7FdSVwdbv9I6k2fza4n3tB+CqVDup6qRTWiyvTRlETn4Zd3y0Bl8470uT2A7anaI27QpS6vXpp3uusxJyZsHAaX5rYNZUZrOJf1/Wl75ZCVz71gq2FwXvaJUeJBHx1CciOhWr5i+Foo0w+Fp9jn+IyWTikQt7cWrnFG58d2V4t4JP7QJtBgf19IzfWrwrijpt2PUctRW+jga3T+I/V/Tnu3X7ePjbjeFd09T3Ctg5H8qDcwTTr1sQrP0I3DV+b2DWVJERFl6dPIi0WDtT3lgmreCbIOwTEZdH5xGRFW+qIyEdRutz/MNYLWaeu2oA2WkxTJu5nPzSMN7gqd9VsP1/UBl8c75en4LL4/PPjX7PCti/Xn3aNIDxvTJ46IJevPnrLl5dsFPvcPTT80KIcMDqWXpH0ix+q2GqT5S7jIf41i1/vxaKd6j70vgURfo0NUHYJyL18826rJqpKVVbig+cFpAlu40RbbfyxtTBOGwWprwZxnsq9LwYzBFBuTqhvi9MpD+mZla8AQltA7Jkt7EmD2vHjNOzeWz2Zmav26d3OPqwx0Kvi2H1O0HZU8RvNSIFK2H/OsMkygCt4qOYOW0Iew7WcNN70hqhMYzx209Huk7N5LwHig/6Twr8sU8gJcbOzGlDOFjt4k+zVuEOxw9SVAJ0Pw9Wvxt0PUXqu1Y6Wnqjrz0IGz6DgVMNkyjX+/PYrpzfN5M7PsphTX6Z3uHoY8AUKM9XN2sMMn6rYVrxJsS3hU5ntvy9/KhrRiwvThzIwu0lPPzNRr3DMTxj3V10UJ+IBHxERFHUPRF6XKDuc2IwHVKieWnSQJbvKuWBL8O0x8jAqXBgG+xaqHckTVK/oViLb/RrPlB32e0/2Q9R+ZfJZOKff+hD91ZxXPf2ivDcxLHNIEjrAave0juSJqt1+2HqsLZM3fto4NXqajeDOaVzCg9f0Iu3Fu/mrUW79A7H0CQR0WtqZtcCOLAdBhlnSPH3hnZM5tGLevP+sjxeX5irdziB1/5USO6kJoxBpM4fW6wrijot030CxKT5KTL/ioyw8MrkQdgsZq59a0X47YZqMqmjIltmQ1WR3tE0SZ0/Ov+u/RB8bkMmyvWuGtqWa0/pwENfb2DuluD6NwqksE9EXHqNiKx4A1K6QLuRgT1uE102KIs/jurIo7M38fPmMNuAzGRSR0U2fgXVJXpH02h+2dl09yIo2WqoufdjSY2188bUweSX1nDrB6vxhtuy3j6XgckSdCu8at3eltUw1SfKXc+B2Az/BaaB+87pzhnd0rj5vdVsKZStCo5FEpH6RCSQu+9WFcGmr9XlZgHuAtgcd4/rxpju6dz83mo2F1boHU5g9b1K/TfKCZ7VCTX+mJpZ8YY6GtThND9FpZ2uGbE8e1V/ft5cxOOzN+kdTmA5ktTp3VVvB1UtU4uX7+YtUbdi0HnJbmNYzCb+c0V/spIcXDNzOcWVTr1DMhxJROo7qwZy990176tPMX0D2y67ucxmE89c3o+2ydFcO3NFeH2QopPVG/3KmeALjqLdFo+I1JTCpq/U0aAgSJQBTu+axgPn9eC1hbl8uDxP73ACa+AUKN0RVBvhtXhTxpUzIbEDdBjlt5i0FG238vqUQbi8Pv74jnQH/j1JRAI9IqIo6tr/7udBVGJgjukHh3+Q/jRrZXitpBk4DUp3wq5f9I6kUepaurPpuk/U1VwB3lempaaMaM9VQ9ty/xcbWJ13UO9wAqfdSHVX5OWv6R1Jo9W1ZNVMXYW6U3n/SYZbzXUimQlRvHr1INYXVPD3r2UlzeGC519RIwFPRApWQskW6DcxMMfzo8yEKF6aNICc/DIe/TaMhsDbjVBv9CuCo2i1tqGPSDOv6Zx3ofM4iEn1Y1TaM5lMPDihBz1bx3Hju6vCZ+TOZIIh02HTN0HTabXW3YI+Ihu/AE9d0IwoH65fVgJ/v6Ans5bmhd/I3QlIIuL1EWExYTYHaAg6ZxbEtYaOowNzPD8b2C6J+8/rwcxFu/hidYHe4QSGyaTORW/+Bir26h3NSdW6vZhNzUyuC9fDvjXQP/gSZVD7Ab00aSAen8KM98KoB07fK9ROq0GQLCuK0rIakdWzIPt0iG/j38AC5IohbRtG7nLCtQfO70gi4vEFbjTEXQvrPlVvGgZc995Yk4e14+IBrbnns7Vs3Bsmxav9rgJrVFAMf9fPvzdri/Wc98CRAp3H+j+wAEmPi+TFSQNYtfsgj4VL8ao9Vr1GV84Ej7FHgpweH4pC8za9O7AD8pcE5Yjy4X4buVtJSZWx/70CIewTEafHF7ilu5u/BWd50H+ITCYTj13Um44pMfzx3RXh0QY+Mk4dJVjxpppQGliz59+9brU3Q5/LwRLh/8ACaHD7JB6Y0IM3f93F56uDY7qixYZMh5oSddsIA2touBdhbfofzpkF9njodq6fowqs+pE7t1dhRrh2rz5M2CcirkAmIjmzIGsYJGcH5ngaioyw8PLkgVTUerjtw5zw2JZ9yPVq2/N1n+gdyQk1e/5924/qL7J+V/k/KB1MHtaOSwa04d7P1rF1fxj0b0jprO4JtOwVvSM5oYZVXU1Nln1etdtvr4shIkqDyAKrfuRu5e6DPPnjFr3D0ZUkIt4AJSLle9Q9IYJ07v1YspIc/PfK/szfWszLv4TBTqjJ2dBlHCx9ydA9G2pdzWyfnfMetOoLGb38H5QOTCYTj1zYi7ZJDmbMWtXwJB7ShlyvFsTvWal3JMfV7OXlO+dBRUHQjygfbnD7JO4a35WX5+9kXhh3XpVEJFA1ImveB2sk9LhQ+2MF0KguqfzxtGz+/eOW8FgyOfQG2L/e0PvP1Lq9OJr6tFlVDFu/D6mbPKhP3c9fNYD8gzU89PUGvcPRXuexkNgelrygdyTHVdvc5eU576ndqNsM0iAq/Vx3SkdGd03ljo/WsL+iTu9wdCGJiMeHTeuddxVF/RD1uECtNQgxd47tQq/W8dz8/moq6tx6h6OtjqMhtZs6KmJQdc2Zmln3MZjM0PtSbYLSUef0WB46vycfLM/nqzXGX/XUImYLDJuh1omUGXN5aF3D1EwTfv3Ulqmr1vpdFTRN9hrLbDbx70v7EmExhec2BUgiEpgakYJVakOsvpdrexydRFjMPHtlf8pr3Nz32brQ3qnXZFJHRbbMViv4DajW1Yxi1bUfqk/TjiRtgtLZZYOyOL9vJvd9to5dJdV6h6Ot/hPVB57FxhwVqW3OpoybvlJXA/UJzXtocoyd/1zRn2W5pTz78za9wwk4SUS8PuxaT82s+xii04KmHXFzZCU5eOzi3nyzdh8frwjxVQp9r1SXuC56Vu9IjqnJPRpKtsG+HHUDtRBlMpl49KJeJMfYuP2jHDyhvErBFg2Dp6v7z9Qab7q0WVMz6z6GDqdCXKZGUelvWMdkbjmzM/+ds41V4TDNfRhJRLQeEfF5Yf2n0OuSoO4d0hgT+mZy2aA2PPT1BvJLa/QORzsRkTDsBnW6rdJ4OxI3eR+PdZ+APU7tphrCYiMjeOqyvqzJLwv94uoh08HngeWv6x3JUZq8aqZiH+QuCMlpw9+76fRO9G6TwJ8/WhMexdWHhH0ionkfkdxfoLoI+oT+hwjg/vN6kOCwcfena0N7Se+ga8Fig6Uv6h3JUZq0xbqiwLqPoPv5aoIV4ga2S+L607J55n9b2bQvhJvxxaRBvyth6cuGa3BWXyMS2djavA2fqX1tuk/QMCpjsFrM/PvSvhSU1fKP7zfrHU7AhH0i4vJqvGpm3SeQ1BEyB2h3DAOJjYzgH5f0YdGOA8xaulvvcLQTlQCDpqlPnHXlekdzhCZNzew9VL/U+w/aBmUgt5/VmezUGO74aE3DXlMhafhNUF2s9t4wkFqXF7vV3PhtNdZ9rNYvBdEmoS3RKS2Gu8d3Y+aiXSzaXqJ3OAEhiYjHq92IiLtOLbLqfWnIVXqfyCmdU5g0rC2Pzd5M3oEQnqIZ9id18y2D7e/RpKmZdZ8cql86TdugDMRutfDvy/qybX8l/50TwoWBKZ3VDqS/PgNej97RNKh1+xo/LVOyHfauDqtEGWDqiPYM75jMXz5ZS5XTOP92WpFExOPDrlUisu0HcFaExdzm7917dndSYm385ZM1obuKJq6Vum/QkhfUpNMgGt3iPYzql36vZ2Y8N5/RmZfm72BzYQhP0Yy6Sx3xWm+cbsBNGrFb/wnYYqDLeG2DMhiz2cQ//9CH0moX/w6DrquaJiK//PILEyZMIDMzE5PJxBdffKHl4ZpF0xqRdR9Dq37qk0mYibZbeeLiPizNLeXTVSG8S+/I29Th71Vv6x1Jg0a3eN+1AKr2h2WiDHDD6I60S3Zw32frQreeqVVf6HI2/PIvNfE0gLrGJiKKot5Du08IiZbuTZWV5OCOs7rw1qJdrN1Tpnc4mtI0EamurqZv3748//zzWh6mRTRbNVNbBlt/DNubPMDITilc0C+Tx2Zv4mB1iG6Ml5yt9jZY8G9DbIbXpC3W130MiR2gdXjUL/2e3WrhsYt6syqvjPeXG7P5l1+MugsObDfMZni1rkYmyvty1LjDbFrmcNNGtqdbRhz3frYupJeca5qInH322TzyyCNcdNFFWh6mRTTba2bzN+B1qRs0hbG/ntsdt9fHP38I4Qrw0/6ijooYoFak0Vusu+tgY/jVL/3e0I7JXD4oiye+20xRpXGm1/yq9QC12HP+Pw0xKlLb2KnDdZ+o/Xo6jNY6JMOyWsw8fnFvNu6rYOaiXXqHoxlD1Yg4nU4qKiqO+NKay6NRQ7P1n0H7U0K6AU9jpMVG8pdxXXl/WT4rd4dok57kbLXJ2cKnwaVvcW5dYzcU2zHnUP1S+D5t1rv3nG5EWMw88V0IJ8uj7oaSLbDxS70jaVwxtc+n3kN7XgQWa2ACM6i+WQlcPawdz/xvG8WVxlqK7S+GSkQef/xx4uPjG76ysrI0P6YmUzM1pZA7X91bRjBxaDt6t47n719vCN25+NP+DLWlsELfBlK/NYs6yc1745eQ2h1SuwYgKmNLcNi4c2wXPltVELpz8W0GQfaZMO8J3VfQNKqGqWAFVO5VExHB7Wd1wWI28dRPoVm4aqhE5N5776W8vLzhKz8/X/NjapKIbPlOHQINgwY8jWExm/i/c7uzZk85X68N0U3HkjqoG3ItfAZc+u1l0qj22R6neo1Kotzg8kFZdMuI5e9fbwzdVV5n/J86KrLmfV3DaNReSBu/VJeVtx0WmKAMLsFh49YzO/Ph8vyQbMRnqETEbrcTFxd3xJfWnFo0NNv4BbQdDrEZ/n3fIDa0YzJje6Tzz++3NEwfhJzT/qI2N9Nxs7HaxkzN7JyvTstIItLAajFz/3k9WLH7IN+s3ad3ONpoPUAdYZj7mK6F1Wox9QnuuYqi1i91nxB2y8pPZPLwdrRPjuaRb0MvWTZUIhJoiqIcGhHx48VeWwY75kLPC/33niHinrO7sb+ijjd+zdU7FG0ktIUh16sNpKqKdAmhUVusb/wSkjtBWvcARRUcRnZKYUz3NP71wxbcobpC4Yz71S0nlr2iWwgnXb67dzWU50mi/DsRFjP3ndOdX7cf4OfN+txftKJpIlJVVUVOTg45OTkA5ObmkpOTQ16eMZbKub1qVunXqZmt34PPLdMyx9AxNYZJw9rx0rwdlNe69Q5HG6f9WX2Km/e4LoevcZ1ki3WvW13R1eOCsF4tczx3ju1KXmkNn64M0R2kk7Nh4FR1ublOO/OedC+kjV9CVBK0Gxm4oILEmd3TGNYxiSd/3BpS9XaaJiIrVqygf//+9O/fH4A77riD/v3788ADD2h52EZzHXrq8WsisuELyBoa9qtljudPo7Nxeny8GaqjIo4kdYpm5VtQHPjCspPWiOT+AnVl8rR5HN1bxXFen1b8d842nJ5QnUK8Sy1YXfi0Loc/4aoZRVETke7nhf1qmWMxmUzccVZXNu2r4MeNhXqH4zeaJiKjR49GUZSjvmbOnKnlYRutfsMrv9WI1FWoyyLlJn9caXGRTBzajtcX5obuqMiQ6yG+Nfz0YMAPfdIt1jd9BYntIaNP4IIKMreN6UJhRR0fLNO+WF4Xsekw4iZY8hKUBv6BoNbtxXG867NwHRzMlXvoCQzpkMTITsk8879tITMqEtY1IvWJiN/2mtn6g9rErPv5/nm/EHXDqI64PD7eWBiioyJWO4z5G2z9Th2BCKATbrHu9cAmmZY5mU5pMVzYvzXPzd0euoXVI2+F6BT44a8BP/QJa0Q2fgmRCdBhVEBjCja3j+nC5sJKvt8QGqMikojgx6mZjV9A60GQoH3/k2CWFhfJpGHteGNhLhV1IToq0vNiaDMYvrtbrcsIkBNusZ63CGpKoLs8bZ7MTad3oqTKyRerQ3SfJFs0jH0YtnwL2/8XsMO6vT7cXuXYNUz10zLdzgVLRMBiCkaD2idxaucU/jtnW0isoAnvRMSrPu34JRFxVqkfaBlSbJTrT+tIncfLR8tDdPjbZIJznoTizbD05YAd9oRbrG/8EuLahO3eMk3RMTWGcT0yeOWXnSEz/H2UnhdD+1PVZNkTmL2g6k40dVi8GQ5skxHlRrpxVDabCytZuL1E71BaLKwTEac/a0S2/w88dbJappHS4yKZ0CeTN3/dFbqbOWX2g0HXqitoKgLTyO24G975fLDpa5mWaYI/jurIzpJqftq0X+9QtGEywdn/UOtElr4YkEOesM/Nxi/BFgvZpwcklmA3PDuZHq3ieHVB8E9xh3Ui0lAjcqLmOo21ZTak9VQ7bIpGufbUDhSU1YbMPOcxnfF/6hbmP/5fQA533Pn3/KVQtV9G7Jqgf9tEhrRP4tVfduodinbSe8Lg69QN8cq1X7Jc51LvucdNRLqerdZYiZMymUxMP60Dv2wtZkthpd7htIgkIvhhRMTrVgtVu53jh6jCR8/MeEZkJ/NaCGT0xxWVAGc9DOs/hW3az8Uft332xi8htpVatyIaberI9qzYfZDNhaHXVrvB6feBPRa+uUOt09BQ/YjIUX1ESrZB0UZJlJvovD6ZZMRFBn07hPBORPzVRyRvsdqboaskIk119fD25OSXsXFvCN/o+14BHUfD17eoS7w1dMypGZ9PXbbbfQKYw/oj32Rn9UgnLdbOu0t26x2KdqIS4NynYNsPsO5jTQ913KmZjV9CRDR0OlPT44eaCIuZK4e05as1e6kM4sL/sL4r+W3VzObZ6tNmZn8/RBVezuyeRkqMnQ+WG6PbriZMJpjwX3Ufmp/u1/RQte5jjIgUrISKAikCbIYIi5krBmfx+aoCqpz67lqrqW7nqMWr390NVcWaHea4Dfc2fgldxqrTmKJJLhvchjq3l6/WBO+GopKIAHZLC/aaURS1PqTr2VIE2AwRFjOXDmrD56sLGm5SISmxHZz1EKycqe5FpJE61zG2WN/4hbqTabsRmh03lF0xpC21bm/oLuWtd/Y/1f+d/WfNpmiOuWqmdCcUroUeF2pyzFDXKj6KM7ql8f6y4H2YC+9ExB9TM0UboWw3dD3XT1GFnysGZ1FZ52H2uhDd9bTewGvU5ZJf3axujqiBo6ZmGlpmy06mzZWZEMXorml8uipE95+pF5MK5z6pJq5r3tfkEMfcC2njl2CNgs5naXLMcHDlkLasL6hg7Z4yvUNplrBORJxuPyQim2erS846nOqnqMJPu+RoRmQn80mobjRWz2yGC18AZ4VaL6LBU2fN7/fx2LsKyvOlCLCFLuzfmtV5Zew+UK13KNrqdQn0vQpm/wUO7PD72x+zRmTDF+q0jC3a78cLF6O7ppEWa+fzIB21C+9ExOvDYjZhOVYXysba8q1aYCVLzlrkgn6ZLMk9QFFFnd6haCuhLZz/rPoUuHKm39++7vc1Ihu+AEey7GTaQmd1TyfaZuHLnOCdh2+0c/4J0anw2XS/dwWudXuxmE1EWA7dcw/ugn05kii3kMVs4tw+rfh27T68QdiAL6wTEZfH17KluxV7Ye9qtSWxaJFxPTOwmEyhPz0D6k130DXw/T2wf6Nf37rWfViNyOHTMrKTaYtE2SyM65XBF6sLQqKl9gnZY+GS12HfGpjzkF/fuu7QiJ2pvp5u45dgjYTO4/x6nHA0oW8mRZVOluYe0DuUJpNEpCXTMltmg8kic5t+kOCwcVqXVL5ZGwaJCMC4xyApGz6cBLUH/fa2R2yxvi9HrV+Sp02/uLBfa3aWVLOuoFzvULTXZiCc9XdY9Cys+8Rvb3tEogxqItJpDNhj/HaMcNU/K4E2iVF8vSb47qGSiLQoEfkO2o+EqET/BRXGzuvTihW7D7K3rFbvULQXEQVXvAs1B+DjaerOuH6gLt89dE2v+0Sdlmkv9Uv+MCI7meRoG7PXhXAn4MMN+xP0vgy+vAn2rfXLWx5xfZbmqkvLe17kl/cOdyaTiQl9M/lu/T7cQbZtRngnIl5v86dmXNWQuwC6jPdvUGHsrB7p2Kzm8JieAUjqCJe9Dbm/wE8P+OUtG1q8e92w9kP1F4nsZOoXVouZM7un8dPGMElETCaY8B9I6QwfToTqlm+udsSIXc57YI+TRpB+dG7vVpTVuFmyM7imZ8I7EfH4sDd3RCR3AXid0Hmsf4MKY7GREYzMTmbOpiK9QwmcjqPUjceWPA/LXm3RW3kO32J9+/+guhj6XeWnQAXAWT0y2FFczY7iKr1DCQybA66YBe46mPUHdZfxFmhIlH1eNRHpdbF6DOEXPTPjyIyPDLp7aNgnIs2emtn+EyS2h+ROfo0p3J3RLY3lu0qpCOJ2xU02+DoYNkNdMrm2+S22aw4tjXTYrLD6XcjoDa36+CtKAZzSKYXICDM/bQzRHXmPJaEtTPoESrbDR5PB42r2WzXUiOTOh4o90G+SHwMVJpOJM7qnMWfz/qAqqg7vRMTbzEREUWDbj+poiHRT9avTu6Xh8Sks2NryYeCgYTLB2EfU0YvP/wibv23W29R3pk1y7lELqQdO82eUAnX1zKmdU5mzKYwSEYBWfeHK92DXQvhkGniczXqbmvpNGZe8qO5W3maQnwMVZ3ZLJ7+0NqhG7cI6EXE2d2qmZCuU5cm0jAbaJDromh7LnM1hdqM3m9X9aLpPgA8nw9qPmvwW1Yf2QumwfaZaQN33Sj8HKQBO65LK6ryy0N575lg6nAaXz4JtP8EHV4G76UXltS4vnZR89UFuxM3yIKeB4dnJREaYg2p6JqwTkWZPzWz7UV373v4U/wclGN0tlV+2lgTV0KJfWKxq/4a+V6rNpJa82KTuqzUuL+1N+0jf+gEMnyFz7xo5tVMKHp/Ckh3BVRDoF13GwsSPYPcieOeiJm+QV+PycEnpK5DQTu3iKvwuMsLCsI7JLNwePKPKkog0Z9XMth/VpwPZKVITI7JTKKlyBtXQot9YrHDBc+rT4vf3wJczGv3kWety83frTDyOVHXppdBEu2QHbRKjgupG71cdR8PVX6ot4F8ZDXtzGv1H+1YtpHvVEnUDSKtNqwjD3ojsZJbvKm3Y2NXowjsRaU6NSF0F7F4s0zIaGtw+EavZxOJwfOKE32pGLnoZ1n+q3uzzl5/0j6XkPM9plnVUnPWUJMkaMplMnNo5hQXbmjYaEFKyhsD189SN8l4/C3558uTt4A/s4LaaZ9maeJrstKuxEdkp1Ll95OSX6R1Ko4R3IuLxYbM2cUfS3Pngc6vdAIUmHDYr/bISWBSuiUi9vlfA9LlqUvH6WfD5DVCy7ejXed0w9zE6rHmKp92XYOki16bWRnZKYUdxNftDfW+kE4lvDdO+V0ff5j4GL52iNtHzeY9+bf5ymHkepcQxr+sDUhuise6t4oiPimDRjuAYtQvrDSiaNTWz7UdI6QJJHbQJSgBqwdW7S3bj8ymYW7IpYbBL7wHX/g9WvAELn1a3Z28zGNoOh+gUqNwPm7+B8nzWd7uV/+QM4U+2JibXosmGtE8CYMWug5zbp5XO0egoIlKdZul5Efz8MHx6LfxwH3Q6C5KzweuCPcvVvjatBzGt/FomRSfrHXXIs5hNDOuYxKLtB7gtCJ5LwntEpKlTM4qiVozLtIzmhndM5mCNm21FYVgn8nsWKwy9Hm7NgYtegdgM2PSVOhy+5Vu1aPqPC1jd/lqsZnPLNnIUjZIWF0lWUhQrdpfqHYoxZPaDSZ/C9fOh96Wwfx38+h81gfY44fznUKZ9x253vNrnRmhuaIdkcvaU4fQcY4TKYML6imhyZ9X966Fyn2xyFwB9sxIwm2B13kG6ZsTqHY4xWO3Q93L16xhqt+4gynbYzqZCU4PaJbFyt/82LAwJmf3Ur2Ooc3lRFHDIiF1ADGiXiMvjY9O+SvplJegdzgmF9aNTk5fvbp8DEdHqsLjQVLTdSpf0WFbnlekdStCocXnlJh9AA9slsmFvBTWuMOsn0kz15ylKrtGA6NEqDpvVzOo84yfLYZ2IOJtaI5I7H9qNUJ9Mheb6t00ImqpvI1ATkbAe5AyoQe0T8foUuUYbqeZQ599ouUYDwmY10yszLige5sI6EWlSjYjHqS7b7ThK26BEg35ZCWwtqgy/DpbNVOPy/LazqdBcl7RYYu3WoLjRG0F9IiIjIoHTv20iq/NlRMTQnG5v4xOR/GXgqYUOkogESv+2iSgKrN1TpncoQaHG5SXaLjf5QDGbTXTPjGPj3gq9QwkK9VMzMn0YOP3bJpBfWktxZfP2BgqUsE5EXN4mTM3kzgdHMqT30jYo0SA7NYYYeeJstFqXlygZ9g6oXpnxrN9brncYQaFWpmYCrm+bBMD4D3PhnYg0pVh153xof6q6OZkICIvZRI/MODbtkyfOxqh2eXHI1ExA9cyMY/eBGirqTtJVVFAtUzMB1yYxirhIK5sLK/UO5YTC9reqx+vDp9C4RKSuAgpWSn2IDrpnxBr+Q2QUtS6PDHsHWK/W8QBskumZk5KpmcAzmUx0axXHRoM/zIVtIuLyqpsBNaqPyO5FoHilPkQH3VrFsbO4ijq38Zvy6K3G5cUhNSIBlZ0ajd1qZr0kIidVPzUjBdWB1T0jls2SiBhTnVtNRCIb86HInQ/xWZDUUeOoxO91y4jFp8B26bB6UrWyfDfgrBYz3TJi2SB1IidV7fISFWEJ7y0bdNC9VRy5JdWGfpgL20Skvu1to0ZEds5XR0OkY2XAdUlXu6pKncjJ1Ry60YvA6pEZz6Z9Mn14MjJ1qI/ureLwKbB1v3Gv0fBNRBo7IlJVDEUbpD5EJ9F2K+2SHVIn0gjVcqPXRae0GHYWV+H1KXqHYmg1Lq8UquqgS3osZpOxH+bCNhGpa+yISO589X87nKZxROJ4umXEskUSkZOqlRbvuuiUFoPT42NvWa3eoRhajcsrS3d1EGWz0D4l2tCjdmGbiNSPiNitJ7lx586H1G7qjqdCF10z4mRE5CRcHh8enyI1IjrITo0GYHux1DGdSI3LIyMiOumUGsPOkmq9wziusE1E6gt3IiNOcgp2zoeOo7UPSBxXx5RoSqqcVEqvhuOqX5EgIyKBlxkfRVSEhR1SUH1CsimjfjqkRpNbYtzrM2wTEafn0IjIiWpESnOhbLcs29VZ+xT1iXP3gRqdIzGuatnZVDdms4mOqdHskBGRE5JVXfrpmBLNnoO1DYs0jCbsE5HIE9WI5M4HkxnajwxQVOJYOiSriYiRhxb1VtMwIiI3ej1kp8bIEvOTkGJq/bRPjkZRIM+gD3Nhm4jUT82ccERk53zIHACR8QGKShxLvCOCREcEuyQROS6ZmtFXp7QYdhTL9XkiUkytnw6pxn6YC9tEpGFq5ngjIj4f5P4iy3YNokNKtCQiJyDts/WVnRpDabWL0mqX3qEYVo1MzegmNcZOjN1KrkHvoWGbiNS5vVjMJiKOt/tu0UaoKZH6EINonxJN7gFjfoiMQKZm9NXhUB3TLrlGj0uKVfVjMpnokBJNrkFH7cI2EXF6fCfuIZI7H6yRkDU0cEGJ4+qQLCMiJ1IjO5vqKispCoD8UmPOwRuBLN/VV4eUaBkRMRqnx3virqo756tJSERk4IISx9U+JZqDNW7KamTo+1hkakZfsZFqHZMkIsenNjST61Mv7VOipUbEaOrcJxgR8bph969SH2Ig9UPfRs3o9Vbt9GC3mo8/1Sg0l5XkIL9Uuqsei9en4PT4ZOpQR+2SHJRUORsK240kbO9aTo/3+IlIwSpwVUGH0YEMSZxAVqIDgAJpo31MVU4PMXa5yespK8lBnoyIHFN9n5touUZ10zpRnT404j00fBMRt+/4UzO588EeD5n9AhqTOL64KCsxdisFB433ITKCKqeXmEi5yespK9FB/kFJRI6lqk5NROQa1U+bQ4nIHgNeo+GbiJxoRGTnfGh/CphlPtMoTCYTrROiDJnNG0GV0y0jIjprm+Rgb1ktbq9P71AMp8p5KBGRa1Q3GXGRWMwmQ95DwzcRcfuO3czMVQN7lkl9iAFlJkTKDqfHUVUnUzN6a50YhU+B/RV1eodiOJWHRkRiZUREN1aLmYy4SEOOKodtIlJ3vBGRvMXgdUn/EANqnRjFHgN+iIygyumVRERnreLVFXb7yiUR+T0ZETEGo95DwzYRcbp92K3HGBHJnQ8xGZDaNfBBiRNqneAw5LCiEVQ53TL/rrP6RERG7Y5W7ZRiVSNoY9Dp7bBNROo8XiIjjvHX3zkPOpwGJlPAYxIn1joxiso6DxV1br1DMRxZNaO/2MgIYu1WCmVE5CgNxapyjeqqdWKUIRPlsE1EjjkiUlMK+9ZKfYhBtU44NPRdJjf635MaEWPIiI+UqZljqHSqO+9azPKAp6f0uEiKKp14fYreoRwhfBMRj+/oEZFdCwBF6kMMKi1WTUSkGPBoUiNiDK0SjPnEqTdJlI0hPS4Sr0/hQLVT71COELaJSJ3be/SIyM75kJQNCVn6BCVOKC3ODkgicixSI2IMmTIickxyfRpDRtyhh7lySUQMwenxYf/9iEjufJmWMTC71UJStI2iSmN9iPTm9vqoc/vkidMAWsVHsa9cRkR+r8rpIVauT92lx6sPc4UGe5gL40TES+ThIyJl+XBgO3QcrVtM4uTSYu0yIvI71bI00jDS4+wcqHZJU7PfqazzyIiIASRH27GYTZKIGEWd+3cjIjvmgMki9SEGlx4XKYnI7zT0aJAbve7S4uwoCpRWyy7Rh6tyeoiWDe90ZzGbSIu1U2Swe2jYXhmzrhtKaqz9t29snwNtBkFUgm4xiZNLj7OzZX+V3mEYijSLMo7UGHUOvqjCSfqh+XihFqu2TXboHYZAfZgz2hLzsB0R6dU6/rcbhdejFqpmn6FvUOKk0uMiDZfN6016NBhH/cNNcZVco4eTGhHjyIiLlKkZQypYCc5yyD5T70jESaQdWgfvM9g6eD1VytSMYSTH2DCZoFgKqo9Q5ZQaEaNIjbUb7vqURARg8zcQnQqtB+gdiTiJtFg7Xp9CaY3MwderqFU7zcZFRugciYiwmEly2Ax3o9dbZZ1H2rsbREqMWlBtJJKIKAps/BK6nQfmY+w9IwwlJcYGSDHg4SrqPFjNJhw2uX6NwIhPnHry+RQq69zER0mibATJMTZKq12GGlWWRGTvaijbDT3O1zsS0QjJ0eocfEmV3OjrVdS6iYuKwCT7IxlCaqxdet0cpsrlwacgiYhBpMSoo8pltcbZs0sSkVVvQ2wmtD9N70hEIyQfGhE5UCUjIvUqat3Eyfy7YciIyJHqpw4lETGG+lFlIz3MhXciUlcB6z6GAZPBIjfyYBBjt2KzmjlgoA+R3sprZdjbSFJj7BTL9dmgXGqYDCUlxnijygFJRJ5//nnat29PZGQkQ4cOZdmyZYE47MktfRm8bhg4Ve9IRCOZTCZSDVhspaeKOnVqRhhDUrRNapgOUy4jIoaS3DAiYpxrVPNE5MMPP+SOO+7gwQcfZNWqVfTt25dx48ZRVFSk9aFPrLIQFj0Lg6ZBXKa+sYgmSY6xGepDpLfyWklEjCQp2kZlnQeXR9q8A1TUqsvLJRExhhi7FbvBRpU1T0Seeuoppk+fzrRp0+jRowcvvfQSDoeDN954Q+tDH5+iwFe3gNUOp92lXxyiWZKjbYb6EOmtotYjw94GkhStPnGWyRJz4LcakVipYzIEk8lESow9fKZmXC4XK1euZMyYMb8d0GxmzJgxLF68+KjXO51OKioqjvjShLsGTCY4/1mITtbmGEIzyTI1cwSpETGW+kRErlFVea2bGLsVqyW8SxKNJCXGZqiCf02vjJKSErxeL+np6Ud8Pz09ncLCwqNe//jjjxMfH9/wlZWVpU1gtmi48gPoOl6b9xeaSo6REZHDqTUi8rRpFPWJyEFJRAD1+pRE2ViSom2GSpQNlaLee++9lJeXN3zl5+drdzDpuRC0kqOlRqSez6dQISMihlKfiEj3X1V5rVumZQwm0WEz1NShpldHSkoKFouF/fv3H/H9/fv3k5GRcdTr7XY7drv9qO8LcbhEh40qpwe310dEmA/3Vh9qFiU1IsYRY7cSYTHJyplDZOrQeBIcNtYWlOsdRgNN7+I2m42BAwcyZ86chu/5fD7mzJnD8OHDtTy0CGEJjvpiQON0BtRLxaGdd2XVjHGYTCZZwnsYGbEznkRHRPiMiADccccdTJkyhUGDBjFkyBCeeeYZqqurmTZtmtaHFiEq0aHe1MprXQ3broer8pr6ZlEy9G0kiQ5JROqV17rJTo3ROwxxmIRoG2U1bhRFMcTWEJrfvS6//HKKi4t54IEHKCwspF+/fnz//fdHFbAK0VgJhxKRgzIi0vBUU1+XIIxBRkR+I31ujCfREYHHp1DpNMbS/4A8Rt10003cdNNNgTiUCAMyNfOb+oLIRElEDEUSkd8crHFLomwwifX30Gq3IRKR8K70E0Gpfr75oIHmOPVysNqF1Wwi1i5TM0aS4IhoaG0ezrw+hbIalyQiBvPbqLIx7qGSiIigE2ExE2u3NtRHhLPSajcJDpsh5nnFb+KjImTEDrVQ1af8VtcljKF+REQSESFaIN4RYZgPkZ4O1rhIipabvNHER0U0tDYPZw1Thw4ZETGSRINNb0siIoJSosNGmdzoOVjjkpu8ASVE2ah0evD6FL1D0VV9d1mZmjGWKJsFu9VsmIc5SUREUEow2Dp4vZRWSyJiRPWrRMJ9VKS+YFeKqY1H7a5qjOtTEhERlBIM9CHS08Eal9zkDai+oDrcR+3qn7gTZPmu4RjpYU4SERGUEh0R0kcEOFjtlhoRA6pPRMJ95czBGrWrquy8azxxURFUHurMrDe5OkRQkmJAldSIGFO8QxIRUGtEpD7EmOIiI6ioM8b1KYmICEpG+hDppc7tpcbllUTEgBJkRASor2GSETsjiouyUlErIyJCNFtspJUqpwdfGK9KKJUVCYblsFmwmk2UG2QOXi8HpZmZYcVFGqfpniQiIijFRUWgKFDpNEZGr4eSKidA2G/8Z0Qmk4n4KOPc6PVSXCWJiFHFRRlnVFkSERGU6vdHCOc6EUlEjE0SESipdMr1aVBxkVbD3D8lERFBKfbQtvdGqfrWQ3GlmojIE6cxxYV5IqIoCsVVTlJjJBExorioCKpdXjxen96hSCIiglNDwyiDDC3qoeTQsHeELI00pHAfEamo8+Dy+EiNjdQ7FHEM9aPKRniYkzuYCEpxh0ZEjDK0qIfiSicpMTIaYlQxkVaqnV69w9BN/YidTM0YU1zUoXuoAR7mJBERQSnWQNm8XoqrZP7dyGLt1rAupq5PRCRZNqbf6uz0v0YlERFByWY1ExlhNkQ2r5fiSpl/N7IYu5WqcL4+pZja0OINNL0tiYgIWrGREYbI5vVSUuUkRRIRw4o51OsmXJVUOomMMBNjt+odijgGI608lEREBK24SCuVBsjm9VIsSyMNTR0RCd9EpH7q0GQy6R2KOIaYSKkREaLFjNSQJ9BqXV4q6zySiBhYbKSVapcXb5h2/1WLqeX6NCqL2USM3WqIlV2SiIigFc5TM4UVdQBkxMvSSKOKsatD39Wu8LxG91fUkREn16eRqVtl6L+ySxIREbTiIq1hOyJSWK4mIq3io3SORBxP/dB3uE7P7Cuvk0TZ4KINMn0oiYgIWrFhXAxYWFELIE+cBlZfpBmO16iiKOwrqyVTEmVDi7FbqXLq/zAniYgIWtG28E1E9pXXkeCIIMpm0TsUcRzhvA1BpdNDtcsrIyIGF2uQpnuSiIigFW23UmOAD5EeCstl/t3ownlE5LepQ7lGjSzaZoyme5KIiKAVbbdQbYAPkR5k/t34wrlGZF+5FFMHA3UbAv2vT0lERNCKtlupdnlQlPBbHllYXidPmwYXbasfEdF/Dj7QCstrMZkgTTa8MzSj9LqRREQErRi7FZ8Cte7wm57ZV15LRpwUAhqZxWwi2mYJyxqRfeV1pMTYsVnlV4yRqcWq+l+fcpWIoPXbE6f+H6RAqnF5KKlykZUkiYjRhWub9z0Ha8lMkOvT6IxyfUoiIoJW9KFiQCNUfQfSnoPq0t2sJIfOkYiTMcrQd6DlldbQTq5Pw4s+NCKi9/S2JCIiaMU0JCLhdaPPO1ADQFu50RteTGSEIZ44Ay2/tEauzyAQa7fi9SnUuX26xiGJiAha0Xa1h0a43ejzD9Zgs5pJlX08DC/Wbg27GhGnx0thRZ0kIkHAKEvMJRERQStsR0RKa8hKjMJsll1NjS7Gbow+DYFUcLAWRZGpw2AQLYmIEC1jlA9RoMmwd/CIibRSFWb7IeWVHpo6TJZr1Ojqu//q/TAniYgIWg6bBZMp/IpV80tr5WkzSITjfkj5pTVEWEzS+TcI1I8q6z19KImICFomk4lomzE6AwaKoijkyYhI0IgNw1UzeaU1tE6IwiJTh4ZnlFFlSUREUIu2W3T/EAXSgWoXtW4vbRIlEQkGMZHhVyOSV1ojI3ZBQqZmhPCDaHt4jYjUz79LM7PgEGOPMESfhkDKK62VEbsgYbeauefsbvTIjNM1DklERFCLObTfTLjYUVQFQIeUaJ0jEY0RbbegKOjepyFQfD6F3QeqaSeFqkHBZDJxw6hsuqTH6hqHJCIiqEXbrFSFUbHq9uIqWidE4TjU3l4YW/2/U7gky3vLa6lxeemcpu8vNhFcJBERQS3cpmZ2FFXRKS1G7zBEIzlsatO9Wld4JMvbD43YyTUqmkISERHUYsKsWHVbURWd5SYfNOoTkXAZEdleVEVkhJnWsuGdaAJJRERQC6cRkTq3l/zSGnnaDCINUzNhMn24vaiK7NQY6formkQSERHUYsIoEcktqcanyLB3MAnHqRkZsRNNJYmICGrqNtbhc5MHSUSCSThNzSiKwjapYRLNIImICGrRdis1YXCTB7U+JCXGToLDpncoopHqO1eGw4hISZWL8lo3nWTFjGgiSUREUIuxW6hxefH5Qr9h1NbCShn2DjJ2q1ndDykMkuVt+ysBGbETTSeJiAhq9U+c4XCj37CvnF6t9e2AKJqmfj+kcBgR2bC3gqgIizTbE00miYgIag2JSIjXiZTXuMkvraVnZrzeoYgmctgsIX99AqzfW073VrGy2Z1oMklERFCLDpPOlRv2lQPQU+c9IUTTOWyWsKhjWl9QTq/WkiiLppNERAS1+lUJNSH+xLlxbwWREWY6psr8e7Bx2KzUhPjUTI3Lw86SanrJiJ1oBklERFALlxqR9QXldG8VJ8PeQchhs4T89blpXwWKgu67uIrgJImICGrRYdIwasPeCpmWCVIOe+gXq64vqCDCYtJ9F1cRnCQREUEtKgwaRlU5PeworqK3zL8HJUeEheoQT0TWFZTTJT0Wm1V+pYimk6tGBLX6vTxCuUZkTX4ZPgUGtE3UOxTRDA67hdoQTpQBVuUdlOtTNJskIiKoWcwmIiPMIT0isnL3QeIirWRLoWpQCvXlu6XVLnYWVzOwnSQionkkERFBLzrEVyWsyjtI/7aJsqNpkFKvz9BNlFfnHQSQREQ0myQiIug57JaQ3YHX51NYtfug3OSDWKgv3125+yCpsXbaJEbpHYoIUpKIiKAXyiMiO0uqqKjzyPx7EFMbmoXm9QlqIjKwbSImk4zYieaRREQEPXUOPjRHRJblHsRsgr5ZsmImWDnsamdVRQm9jRmdHi9r9pTJiJ1oEUlERNCLtofuiMiiHSX0aZNAbGSE3qGIZnLYLPgUcHp8eofidzl5ZdS5fQzPTtY7FBHEJBERQS8qIjT38lAUhcU7DjBCbvJBrX6JeSiO2i3acYD4qAi6t5Jme6L5JBERQS/abg3JhlFb91dxoNrFiOwUvUMRLdCwH1IIXqOLdpQwvGOybD0gWkQSERH0QnV308U7SrBZzDL/HuQamu6FWCJS4/KwOq+MEZ1kxE60jCQiIuhF260h2Vl14fYS+rdNaGhjL4LTbyMioZUsL80txeNTZOpQtJgkIiLoheLupnVuL79uP8Dp3dL0DkW0UHSIjojM21xE64Qo6fgrWkwSERH0om2hNyKyZOcBat1ezpBEJOg57KFXI6IoCnM2F3FGtzTpHyJaTBIREfQcdnVEJJT6NPy8uYg2iVF0TpOnzWAXilMz24uq2HOwljO6S6IsWk4SERH0om3WkOrToCgKczYVcaY8bYaESKsFk4mQ2vhuzuYioiIsDO8o9SGi5SQREUEv1JZHbiuqoqCsVupDQoTZbAq5Xjc/bypiZKcUIiOkkFq0nGaJyKOPPsqIESNwOBwkJCRodRghQq5h1E8b9xMVYWGYPG2GjFDa+O5gtYsVu0s5U6ZlhJ9oloi4XC4uvfRSbrzxRq0OIQQQesWAs9ft44zuafK0GUJCaeO7HzcWAkgiIvzGqtUbP/TQQwDMnDmz0X/G6XTidDob/ruiosLfYYkQVL88MhSW8OaWVLNhbwU3nd5J71CEH4VS071v1u5jaIdk0mIj9Q5FhAhD1Yg8/vjjxMfHN3xlZWXpHZIIAg01IiFQDPjt2r04bBZGd5WnzVASKiMiB6qcLNpxgPP6ttI7FBFCDJWI3HvvvZSXlzd85efn6x2SCALR9tAZEflm7T7O7J4u3VRDjLpDdPBfn99vUKdlxvfM0DkSEUqalIjcc889mEymE35t3ry52cHY7Xbi4uKO+BLiZEKlT8P2oio2F1Zybm952gw1DpslJJbvfrNmHyOyk0mOsesdigghTaoRufPOO5k6deoJX9OxY8eWxCNEk9mtZixmU9Df6D9btYe4SCuju6bqHYrwM4fNysHqWr3DaJGCslqW5B7gHxf30TsUEWKalIikpqaSmio3SWEsJpMp6IsBvT6FT1ft4fx+mbJaJgSFwn5In63cQ1SEhXP6yIid8C/NVs3k5eVRWlpKXl4eXq+XnJwcADp16kRMjLStFv4V7MWAv2wrZn+Fk8sGSYF2KHLYLNQG8fXp8yl8vHIP5/ZuRYxds18bIkxpdkU98MADvPXWWw3/3b9/fwDmzp3L6NGjtTqsCFPRQd4w6pMVe+iaHkvv1vF6hyI04LBZg3pEZGluKXmlNfz7sr56hyJCkGarZmbOnImiKEd9SRIitOCwW4K2s+rBahc/bdzPpYPayN4yISrabgnq5eUfr8inQ0o0g9ol6h2KCEGGWr4rRHMFcwvtL3IK8CkKF/VvrXcoQiP1IyLBuEN0RZ2b2ev3SaIsNCOJiAgJ0bbgHBHx+RTeWbKbcT0zZElkCIu2W4J2h+hPV+7B41W4ZEAbvUMRIUoSERESHPbgHBFZuL2EncXVTBnRXu9QhIaiItRyvGC7Rn0+hbcW7eLs3q1Ij5OW7kIbkoiIkBAdpMsjZy7aRY9WcQxuL3PvoSz60MaMwTZqN39rMbsO1DBVEmWhIUlEREhw2KxBVwy4q6SauVuKmDqivcy9hziHLThHRGYu2kWfNvEMaJugdygihEkiIkJCtD34RkTeXrybhKgIzu+XqXcoQmP1IyLB1HRvR3EV87cWM2W4JMpCW5KIiJDgsFmDqmFUeY2bD5fnceWQttJJNQw4grBG5PWFuaTE2GSnXaE5SURESAi2FtpvL96Fx6cwbWQHvUMRAeAIshqR/RV1fLJiD9ec0gG7VRJloS1JRERIiLZZqXP78PqM36eh1uXlzUW7uGxQFqmxsmQ3HEQHWY3I6wtzsVvNTBrWTu9QRBiQRESEBEcQzcF/sDyP8lo3158mO1WHi8gIMyZTcCQiZTUuZi3ZzeTh7YiLjNA7HBEGJBERISFYnjhdHh+v/rKTC/pmkpXk0DscESAmk+nQfkjGT5TfWrQbj0/hmlNk2lAEhiQiIiQ4bMExB/9FTgF7y+u4YXS23qGIAIuyWag2+BLzaqeHmYtyuWJwFinS6VcEiCQiIiRE240/IuLy+Hj2522M75lBl/RYvcMRARZtsxh+RGTmol1UOT1cP0oSZRE4koiIkBAMIyIfrchnz8Fa7hjbRe9QhA6MvjFjea2bl+fv4KohbWmdEKV3OCKMSCIiQoLRO1fWub08+/M2LuibKaMhYcroTfdeW7ATl9fHjNM76R2KCDOSiIiQ8NuqGWMmIu8u2U1JlYvbxshoSLiKMvA2BAeqnLyxMJcpw9uTJpvbiQCTRESEBMeh7qRGfOKsdnp4cd4OLh3YhvYp0XqHI3Ri5I0ZX5q/A5PJxA1SGyJ0IImICAlWixm71UyNAWtEXp6/g0qnh5vP7Kx3KEJHRt2GIL+0hrcW7+baUzqQGG3TOxwRhiQRESEj2m6l2mA3+n3ltbyyYCfXntJBCgDDnFojYqzrE+BfP2whISpCGuwJ3UgiIkKGw4DLI5/8YSvRNit/kr4hYc9hwIZmq/MO8tWavfx5bNeGJfBCBJokIiJkRNushmoYtb6gnE9X7eG2s7oQK62yw57DYA3NFEXhkW830b1VHJcMbKN3OCKMSSIiQobDbpwREfUmv5FOaTFcOThL73CEAThsFmoNcn0CzF5XyMrdB/m/c7tjMZv0DkeEMUlERMiIthmnRuTHjftZsrOUv57THatFPmZCrWGqcXvxGWCH6Dq3lye+38SZ3dIY2SlF73BEmJM7pAgZUTaLIVbN1Lq8/P3rjYzqksrorql6hyMMwmGzoChQ59E/WX5p/g4Ky+u479zueocihCQiInSoe3nof5N/Yd52iiudPHR+T0wmGfIWqvruv3rXieQdqOGFeTuYfmpHslNjdI1FCJBERIQQh13/vTxyS6p5ef5ObhjVUZqXiSNEH9oPSc9eIoqi8LevN5AaY+emM6SVuzAGSUREyNC7c6WiKDz41QbS4uzcOFpu8uJIjkPLY6t0nD7836Yift5cxP3n9WgYoRFCbyFxJXq9Xtxut95haC4iIgKLxaJ3GIbl0Hkvjx827OeXrcW8dvUgomzy7ySOFBup3m4r6/S5V9W6vPztqw2M6pLKuJ7pusQgxLEEdSKiKAqFhYWUlZXpHUrAJCQkkJGRIbUHx6Dn7qZVTg9//3oDZ3ZLY0wPucmLo/2WiOhzjT4/V61deve6oXL/EIYS1IlIfRKSlpaGw+EI6Q+XoijU1NRQVFQEQKtWrXSOyHjUzpVeFEUJ+LXw5A9bOFjj5m/n9wzocUXwiDvU1K7SGfgRkc2FFbw0fwczTu9EB6ldEgYTtImI1+ttSEKSk5P1DicgoqLUvUqKiopIS0uTaZrfibZb8PoUnB4fkRGBOzcrdx/krcW7+Os53clKcgTsuCK42K1mIiymgI+IeH0Kd3+6jg4p0fzpdNlqQBhP0Bar1teEOBzhdeOv//uGQ01MU9UX3wVy5YzT4+WeT9fSp3U800Z2CNhxRfAxmUzERkYEPBF589dc1u4p44lL+mC3ysOLMJ6gTUTqhfJ0zLGE29+3KRyHCkQD2eb9xXk7yC2p5olL+kibbHFSsZFWKgJYrJpfWsO/f9zKlOHtGdguMWDHFaIpgj4REaJeoEdEtu6v5Pm527lxdDbdW8UF5JgiuMXYrQEbEVEUhfs+X0dStI2/jOsakGMK0RxBWyMixO9F29URkeoA9Gnw+hTu+XQtWUkOZpwuPUNE48RGBi4R+XRVAQu2lfDmtMFE2+VWL4xLrk4RMqID2EL7tQU7WZ1fxkd/HB7QwlgR3NQaEe2nZgrL6/j71xu4qH9rTu+apvnxhGgJmZoRISMuSl0eWV6r7Y1+6/5K/v3jVq47pQOD2ydpeiwRWmIjrVRpPCKiKAp3fbqWKJuFv02Q5eTC+CQRCbBXXnmFzMxMfD7fEd+/4IILuOaaa3SKKjTE2q2YTVBW69LsGG6vjzs+yqFtsoM7x8q8u2iauACsmnlvWR6/bC3miUv6EO+I0PRYQvhDyE3N1Lq87CiuCvhxs1NjGtXW+9JLL+Xmm29m7ty5nHnmmQCUlpby/fffM3v2bK3DDGlms4n4qAjKarQbEXnu5+1s2lfJ538aIVMyosnUGhHtrs+8AzU8+u0mrhzSVqZkRNAIuURkR3EV5z27MODH/ebmU+jVOv6kr0tMTOTss8/mvffea0hEPvnkE1JSUjj99NO1DjPkJThsmk3NrNtTznNztzPj9E70aZOgyTFEaNOyWNXrU/jzx2tIjrHx13O7a3IMIbQQcolIdmoM39x8ii7HbayJEycyffp0XnjhBex2O7NmzeKKK67AbJaZspZSR0T8PzVT5/Zyx0c5dMuI5WbZPl00U2xkBFUuDz6fgtnPfWfeWJjL8t2lvD99GDGySkYEkZC7WqNslkaNTOhpwoQJKIrCt99+y+DBg1mwYAFPP/203mGFhASHNlMzT/+0ld0Havj65lOIsEjCKJonNtKKokCl00N8lP/qN7btr+RfP27hmpEdGNYxPLa8EKEj5BKRYBAZGcnFF1/MrFmz2L59O127dmXAgAF6hxUSEqIi2Fte59f3XLzjAK8s2Mnd47vRNSPWr+8twkuiwwZAWY3Lb4mI0+Pltg9zyEqMksZlIihJIqKTiRMnct5557FhwwYmTZqkdzghI8FhY9O+Sr+9X1mNi9s/zGFohySmn9rRb+8rwlNyjJqIHKh20S7ZP7vg/vvHrWzdX8nnfxopBdQiKMkYs07OOOMMkpKS2LJlC1dddZXe4YSM+KgIvy3fVRSFez5dR63by9OX95O9ZESLJUUfSkSq/HONLthWzCu/7OSucd0MPyUtxPHIiIhOzGYze/fu1TuMkOPPGpEPlufz/YZCXpo0gFbxUX55TxHekg5NzZRWO1v8XgeqnNzx0RpO7ZzCtafIzs8ieMmIiAgpCY4InB4fde6WtXnfXlTF37/eyJVDshjfq5WfohPhzmoxk+CIoKSFIyKKonD3p2vx+hT+fWlfv6/AESKQJBERISUhqr4YsPmjIk6Pl1s/WE2rhEjuP6+Hv0ITAlCnZ0qrW5aIvLtkN//bVMQ/L+lDWlyknyITQh+SiIiQknCopXVLbvRP/rCFrfsr+e8V/XHYZPZS+FdKtJ0DVc2fmtm6v5JHvt3E1cPbMaZHuh8jE0IfkoiIkJIRrz4d7q9o3hLeX7YW8+qCXCn+E5pJirZxoJmJcp3byy3vr6ZdsoP7zpHuqSI0SCIiQkpqjB2zCfY1o5dIcaWTOz+W4j+hreSY5k/NPD57EztLqvnvlf1lqa4IGZKIiJBitZhJi42ksLy2SX/O61O47cPVKAr8+zIp/hPaSY62NWv57ux1+3hr8W7uP68H3TLiNIhMCH1IIiJCTkZ8ZJNHRJ77eTuLdhzgv1f0Iy1Wiv+EdpJj7ByoduLzKY3+M7sPVHP3J2s5r08rJg1tq2F0QgSeJCIi5GQmRFLYhBqRRdtLeGbOVm49szMjOqVoGJkQ0Co+ErdXoaSRvUTq3F7+NGsVyTE2Hr+4NyaTjNaJ0CKJiAg5GXFRjR4RKaqs45YPchiRnczNZ3TWODIhoHWi2hyv4GDjpg8fm72JbUVVPHfVAGIj/bdRnhBGIYmICDmt4iMpbEQi4vUp3P5hDiYTPHN5f2nhLgKiTYIDgIKykyci367dx9uLd/PAeT1kFZcIWZKIiJCTER9JldNDee2Jm5o99/N2Fu84wH+u6EdqrD1A0YlwFxdlJS7Syu4DNSd83a6Sau7+VK0LmSh1ISKESSIiQk7HVHVX0+1FVcd9zcJt9XUhXRiRLXUhInBMJhOd0mLYcYLrs87tZcZ7q0iRuhARBiQRCbBvvvmGhIQEvF51L5ScnBxMJhP33HNPw2uuu+46Jk2apFeIQS87NQazCbbtrzzmz/NLa7jp/VWc2jmVm87oFODohIDOabFsLTr29akoCvd+to4dxVU8P1HqQkToC73+1a4aKNka+OOmdAGb46QvO/XUU6msrGT16tUMGjSI+fPnk5KSwrx58xpeM3/+fO6++24Ngw1tkREWOqREs35v+VE/q3V5uf6dlcRFRvDfK/pJXYjQRfdWsXy+uoA6t/eoxmRv/LqLz1cX8N8r+9MzU+pCROgLvUSkZCu8Mirwx71+PmT2O+nL4uPj6devH/PmzWPQoEHMmzeP22+/nYceeoiqqirKy8vZvn07o0bp8HcIIYPaJbE89+AR31MUhbs+Xcuukmo+nzGChENbsgsRaAPbJeHy+lhXUM7g9kkN3/91ewmPzd7E9ad15Py+mTpGKETghF4iktJFTQr0OG4jjRo1innz5nHnnXeyYMECHn/8cT766CMWLlxIaWkpmZmZdO4sS0lbYkSnZD5ckc+egzW0SVRHqp74fjNfr9nL81cNkM6UQlfdW8WS6IhgzqaihkRkw95ybnhnJSOyk7lrXFedIxQicEIvEbE5GjUyoafRo0fzxhtvsGbNGiIiIujWrRujR49m3rx5HDx4UEZD/ODM7uk4bBbeWbybv4zrypM/buXl+Tt54LwenNunld7hiTBntZg5p3crPlm5h5vO6MTW/ZVMf2sFHVKjeXHSQKwWKd8T4SP0EpEgUF8n8vTTTzckHaNHj+aJJ57g4MGD3HnnnTpHGPxi7FZuGJXNUz9t5fPVBRRXOfm/c7tzjWxmJwzihlHZfLG6gNOfnEdJlZMBbRN59epBxNjltizCi1zxOkhMTKRPnz7MmjWL5557DoDTTjuNyy67DLfbLSMifnLT6Z1IdESwvaiKSwdlSUMoYShZSQ4+/ONwPlyeT8/MOC4e0AabVUZCRPiRREQno0aNIicnh9GjRwOQlJREjx492L9/P127yvywP5jNJiYPb693GEIcV6/W8ZIgi7An6bdOnnnmGRRFoVu3bg3fy8nJYd++fTpGJYQQQgSWJCJCCCGE0I0kIkIIIYTQjWaJyK5du7j22mvp0KEDUVFRZGdn8+CDD+JyubQ6pBBCCCGCjGbFqps3b8bn8/Hyyy/TqVMn1q9fz/Tp06murubJJ5/U6rBCCCGECCKaJSLjx49n/PjxDf/dsWNHtmzZwosvvujXRERRFL+9VzAIt7+vEEKI0BbQ5bvl5eUkJSUd9+dOpxOn09nw3xUVFcd9bUSEuiNlTU0NUVFR/gvS4GpqaoDf/v5CCCFEMAtYIrJ9+3aeffbZE46GPP744zz00EONej+LxUJCQgJFRUUAOBwOTKbQ3UlVURRqamooKioiISEBi8Vy8j8khBBCGJxJaeJY/z333MM//vGPE75m06ZNR/THKCgoYNSoUYwePZrXXnvtuH/uWCMiWVlZlJeXExd39CZliqJQWFhIWVlZU/4KQS0hIYGMjIyQTrqEEEIEt4qKCuLj44/7+/twTU5EiouLOXDgwAlf07FjR2w2dYv1vXv3Mnr0aIYNG8bMmTMxmxu/UKexfxGv14vb7W70+wariIgIGQkRQghheE1JRJo8NZOamkpqamqjXltQUMDpp5/OwIEDefPNN5uUhDSFxWKRX9BCCCFEENKsRqSgoIDRo0fTrl07nnzySYqLixt+lpGRodVhhRBCCBFENEtEfvrpJ7Zv38727dtp06bNET+TJahCCCGEAA07q06dOhVFUY75JYQQQggBAe4j0lT1ScuJ+okIIYQQwljqf283ZvDB0IlIZWUlAFlZWTpHIoQQQoimqqysJD4+/oSvafLy3UDy+Xzs3buX2NhYv/fNqO9Rkp+ff9KlRaL55DwHhpznwJFzHRhyngNDq/OsKAqVlZVkZmaedMWsoUdEzGbzUYWu/hYXFycXeQDIeQ4MOc+BI+c6MOQ8B4YW5/lkIyH1NCtWFUIIIYQ4GUlEhBBCCKGbsE1E7HY7Dz74IHa7Xe9QQpqc58CQ8xw4cq4DQ85zYBjhPBu6WFUIIYQQoS1sR0SEEEIIoT9JRIQQQgihG0lEhBBCCKEbSUSEEEIIoZuwTESef/552rdvT2RkJEOHDmXZsmV6hxTUHn/8cQYPHkxsbCxpaWlceOGFbNmy5YjX1NXVMWPGDJKTk4mJieGSSy5h//79OkUcGp544glMJhO33XZbw/fkPPtPQUEBkyZNIjk5maioKHr37s2KFSsafq4oCg888ACtWrUiKiqKMWPGsG3bNh0jDj5er5f777+fDh06EBUVRXZ2Ng8//PAR+5PIeW6eX375hQkTJpCZmYnJZOKLL7444ueNOa+lpaVMnDiRuLg4EhISuPbaa6mqqvJ/sEqY+eCDDxSbzaa88cYbyoYNG5Tp06crCQkJyv79+/UOLWiNGzdOefPNN5X169crOTk5yjnnnKO0bdtWqaqqanjNDTfcoGRlZSlz5sxRVqxYoQwbNkwZMWKEjlEHt2XLlint27dX+vTpo9x6660N35fz7B+lpaVKu3btlKlTpypLly5Vdu7cqfzwww/K9u3bG17zxBNPKPHx8coXX3yhrFmzRjn//POVDh06KLW1tTpGHlweffRRJTk5Wfnmm2+U3Nxc5eOPP1ZiYmKU//znPw2vkfPcPLNnz1b++te/Kp999pkCKJ9//vkRP2/MeR0/frzSt29fZcmSJcqCBQuUTp06KVdeeaXfYw27RGTIkCHKjBkzGv7b6/UqmZmZyuOPP65jVKGlqKhIAZT58+criqIoZWVlSkREhPLxxx83vGbTpk0KoCxevFivMINWZWWl0rlzZ+Wnn35SRo0a1ZCIyHn2n7vvvls55ZRTjvtzn8+nZGRkKP/6178avldWVqbY7Xbl/fffD0SIIeHcc89VrrnmmiO+d/HFFysTJ05UFEXOs7/8PhFpzHnduHGjAijLly9veM13332nmEwmpaCgwK/xhdXUjMvlYuXKlYwZM6bhe2azmTFjxrB48WIdIwst5eXlACQlJQGwcuVK3G73Eee9W7dutG3bVs57M8yYMYNzzz33iPMJcp796auvvmLQoEFceumlpKWl0b9/f1599dWGn+fm5lJYWHjEuY6Pj2fo0KFyrptgxIgRzJkzh61btwKwZs0aFi5cyNlnnw3IedZKY87r4sWLSUhIYNCgQQ2vGTNmDGazmaVLl/o1HkNveudvJSUleL1e0tPTj/h+eno6mzdv1imq0OLz+bjtttsYOXIkvXr1AqCwsBCbzUZCQsIRr01PT6ewsFCHKIPXBx98wKpVq1i+fPlRP5Pz7D87d+7kxRdf5I477uC+++5j+fLl3HLLLdhsNqZMmdJwPo91L5Fz3Xj33HMPFRUVdOvWDYvFgtfr5dFHH2XixIkAcp410pjzWlhYSFpa2hE/t1qtJCUl+f3ch1UiIrQ3Y8YM1q9fz8KFC/UOJeTk5+dz66238tNPPxEZGal3OCHN5/MxaNAgHnvsMQD69+/P+vXreemll5gyZYrO0YWOjz76iFmzZvHee+/Rs2dPcnJyuO2228jMzJTzHEbCamomJSUFi8Vy1CqC/fv3k5GRoVNUoeOmm27im2++Ye7cubRp06bh+xkZGbhcLsrKyo54vZz3plm5ciVFRUUMGDAAq9WK1Wpl/vz5/Pe//8VqtZKeni7n2U9atWpFjx49jvhe9+7dycvLA2g4n3IvaZm//OUv3HPPPVxxxRX07t2byZMnc/vtt/P4448Dcp610pjzmpGRQVFR0RE/93g8lJaW+v3ch1UiYrPZGDhwIHPmzGn4ns/nY86cOQwfPlzHyIKboijcdNNNfP755/z888906NDhiJ8PHDiQiIiII877li1byMvLk/PeBGeeeSbr1q0jJyen4WvQoEFMnDix4f/LefaPkSNHHrUEfevWrbRr1w6ADh06kJGRccS5rqioYOnSpXKum6Cmpgaz+chfQxaLBZ/PB8h51kpjzuvw4cMpKytj5cqVDa/5+eef8fl8DB061L8B+bX0NQh88MEHit1uV2bOnKls3LhRuf7665WEhASlsLBQ79CC1o033qjEx8cr8+bNU/bt29fwVVNT0/CaG264QWnbtq3y888/KytWrFCGDx+uDB8+XMeoQ8Phq2YURc6zvyxbtkyxWq3Ko48+qmzbtk2ZNWuW4nA4lHfffbfhNU888YSSkJCgfPnll8ratWuVCy64QJaVNtGUKVOU1q1bNyzf/eyzz5SUlBTlrrvuaniNnOfmqaysVFavXq2sXr1aAZSnnnpKWb16tbJ7925FURp3XsePH6/0799fWbp0qbJw4UKlc+fOsnzXX5599lmlbdu2is1mU4YMGaIsWbJE75CCGnDMrzfffLPhNbW1tcqf/vQnJTExUXE4HMpFF12k7Nu3T7+gQ8TvExE5z/7z9ddfK7169VLsdrvSrVs35ZVXXjni5z6fT7n//vuV9PR0xW63K2eeeaayZcsWnaINThUVFcqtt96qtG3bVomMjFQ6duyo/PWvf1WcTmfDa+Q8N8/cuXOPeV+eMmWKoiiNO68HDhxQrrzySiUmJkaJi4tTpk2bplRWVvo9VpOiHNbCTgghhBAigMKqRkQIIYQQxiKJiBBCCCF0I4mIEEIIIXQjiYgQQgghdCOJiBBCCCF0I4mIEEIIIXQjiYgQQgghdCOJiBBCCCF0I4mIEOIoU6dO5cILL9Tt+JMnT27Y+VYLGzdupE2bNlRXV2t2DCFE40hnVSHCjMlkOuHPH3zwQW6//XYURSEhISEwQR1mzZo1nHHGGezevZuYmBjNjvOHP/yBvn37cv/992t2DCHEyUkiIkSYKSwsbPj/H374IQ888MARO83GxMRomgCczHXXXYfVauWll17S9Djffvst06dPJy8vD6vVqumxhBDHJ1MzQoSZjIyMhq/4+HhMJtMR34uJiTlqamb06NHcfPPN3HbbbSQmJpKens6rr75KdXU106ZNIzY2lk6dOvHdd98dcaz169dz9tlnExMTQ3p6OpMnT6akpOS4sXm9Xj755BMmTJhwxPfbt2/PI488wtVXX01MTAzt2rXjq6++ori4mAsuuICYmBj69OnDihUrGv7M7t27mTBhAomJiURHR9OzZ09mz57d8POzzjqL0tJS5s+f38IzKoRoCUlEhBCN8tZbb5GSksKyZcu4+eabufHGG7n00ksZMWIEq1atYuzYsUyePJmamhoAysrKOOOMM+jfvz8rVqzg+++/Z//+/Vx22WXHPcbatWspLy9n0KBBR/3s6aefZuTIkaxevZpzzz2XyZMnc/XVVzNp0iRWrVpFdnY2V199NfWDvDNmzMDpdPLLL7+wbt06/vGPfxwx0mOz2ejXrx8LFizw85kSQjSJ3/fzFUIEjTfffFOJj48/6vtTpkxRLrjggob/HjVqlHLKKac0/LfH41Gio6OVyZMnN3xv3759CqAsXrxYURRFefjhh5WxY8ce8b75+fkKcNxt3D///HPFYrEoPp/viO+3a9dOmTRp0lHHuv/++xu+t3jxYgVQ9u3bpyiKovTu3Vv529/+dsK//0UXXaRMnTr1hK8RQmhLRkSEEI3Sp0+fhv9vsVhITk6md+/eDd9LT08HoKioCFCLTufOndtQcxITE0O3bt0A2LFjxzGPUVtbi91uP2ZB7eHHrz/WiY5/yy238MgjjzBy5EgefPBB1q5de9R7RkVFNYzgCCH0IYmIEKJRIiIijvhvk8l0xPfqkwefzwdAVVUVEyZMICcn54ivbdu2cdpppx3zGCkpKdTU1OByuU54/Ppjnej41113HTt37mTy5MmsW7eOQYMG8eyzzx7xnqWlpaSmpjbuBAghNCGJiBBCEwMGDGDDhg20b9+eTp06HfEVHR19zD/Tr18/QO3z4Q9ZWVnccMMNfPbZZ9x55528+uqrR/x8/fr19O/f3y/HEkI0jyQiQghNzJgxg9LSUq688kqWL1/Ojh07+OGHH5g2bRper/eYfyY1NZUBAwawcOHCFh//tttu44cffiA3N5dVq1Yxd+5cunfv3vDzXbt2UVBQwJgxY1p8LCFE80kiIoTQRGZmJr/++iter5exY8fSu3dvbrvtNhISEjCbj3/rue6665g1a1aLj+/1epkxYwbdu3dn/PjxdOnShRdeeKHh5++//z5jx46lXbt2LT6WEKL5pKGZEMJQamtr6dq1Kx9++CHDhw/X5Bgul4vOnTvz3nvvMXLkSE2OIYRoHBkREUIYSlRUFG+//fYJG5+1VF5eHvfdd58kIUIYgIyICCGEEEI3MiIihBBCCN1IIiKEEEII3UgiIoQQQgjdSCIihBBCCN1IIiKEEEII3UgiIoQQQgjdSCIihBBCCN1IIiKEEEII3UgiIoQQQgjd/D/B5Ow73o7yGQAAAABJRU5ErkJggg==" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 10, @@ -514,7 +573,13 @@ "output_type": "execute_result" } ], - "execution_count": 10 + "source": [ + "runner = bp.DSRunner(fhn2, monitors=['v', 'w'], inputs=('I', 1.5))\n", + "runner(duration=100)\n", + "\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.v, legend='v', show=False)\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.w, legend='w', show=True)" + ] }, { "cell_type": "markdown", @@ -534,55 +599,49 @@ }, { "cell_type": "code", + "execution_count": 11, "metadata": { - "scrolled": true, "ExecuteTime": { "end_time": "2025-10-06T03:48:51.603121Z", "start_time": "2025-10-06T03:48:51.440498Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:13.988420Z", + "iopub.status.busy": "2026-07-08T14:17:13.988272Z", + "iopub.status.idle": "2026-07-08T14:17:14.106936Z", + "shell.execute_reply": "2026-07-08T14:17:14.106132Z" + }, + "scrolled": true }, - "source": [ - "runner = bp.DSRunner(fhn2, monitors=['v', 'w'], inputs=('I', 1.5), jit=True)\n", - "runner(duration=100)\n", - "\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.v, legend='v', show=False)\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.w, legend='w', show=True)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 11, @@ -590,7 +649,13 @@ "output_type": "execute_result" } ], - "execution_count": 11 + "source": [ + "runner = bp.DSRunner(fhn2, monitors=['v', 'w'], inputs=('I', 1.5), jit=True)\n", + "runner(duration=100)\n", + "\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.v, legend='v', show=False)\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.w, legend='w', show=True)" + ] }, { "cell_type": "markdown", @@ -603,33 +668,45 @@ { "cell_type": "markdown", "metadata": {}, - "source": "For example, if the instances are wrapped into a container, i.e. `brainpy.Network`, variables and nodes can also be accessed by their absolute or relative path." + "source": [ + "For example, if the instances are wrapped into a container, i.e. `brainpy.Network`, variables and nodes can also be accessed by their absolute or relative path." + ] }, { "cell_type": "code", + "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:48:51.613346Z", "start_time": "2025-10-06T03:48:51.608252Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:14.108453Z", + "iopub.status.busy": "2026-07-08T14:17:14.108290Z", + "iopub.status.idle": "2026-07-08T14:17:14.110865Z", + "shell.execute_reply": "2026-07-08T14:17:14.110083Z" } }, - "source": "fhn_net = bp.Network(f1=fhn, f2=fhn2)", "outputs": [], - "execution_count": 12 + "source": [ + "fhn_net = bp.Network(f1=fhn, f2=fhn2)" + ] }, { "cell_type": "code", + "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:48:51.637408Z", "start_time": "2025-10-06T03:48:51.631226Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:14.112525Z", + "iopub.status.busy": "2026-07-08T14:17:14.112394Z", + "iopub.status.idle": "2026-07-08T14:17:14.115865Z", + "shell.execute_reply": "2026-07-08T14:17:14.115251Z" } }, - "source": [ - "# absolute access of variables\n", - "\n", - "fhn_net.vars()" - ], "outputs": [ { "data": { @@ -683,21 +760,27 @@ "output_type": "execute_result" } ], - "execution_count": 13 + "source": [ + "# absolute access of variables\n", + "\n", + "fhn_net.vars()" + ] }, { "cell_type": "code", + "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:48:51.658951Z", "start_time": "2025-10-06T03:48:51.653756Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:14.117466Z", + "iopub.status.busy": "2026-07-08T14:17:14.117341Z", + "iopub.status.idle": "2026-07-08T14:17:14.120733Z", + "shell.execute_reply": "2026-07-08T14:17:14.119974Z" } }, - "source": [ - "# relative access of variables\n", - "\n", - "fhn_net.vars(method='relative')" - ], "outputs": [ { "data": { @@ -751,21 +834,27 @@ "output_type": "execute_result" } ], - "execution_count": 14 + "source": [ + "# relative access of variables\n", + "\n", + "fhn_net.vars(method='relative')" + ] }, { "cell_type": "code", + "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:48:51.680761Z", "start_time": "2025-10-06T03:48:51.676005Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:14.122158Z", + "iopub.status.busy": "2026-07-08T14:17:14.122001Z", + "iopub.status.idle": "2026-07-08T14:17:14.125126Z", + "shell.execute_reply": "2026-07-08T14:17:14.124438Z" } }, - "source": [ - "# absolute access of nodes\n", - "\n", - "fhn_net.nodes()" - ], "outputs": [ { "data": { @@ -780,22 +869,28 @@ "output_type": "execute_result" } ], - "execution_count": 15 + "source": [ + "# absolute access of nodes\n", + "\n", + "fhn_net.nodes()" + ] }, { "cell_type": "code", + "execution_count": 16, "metadata": { - "scrolled": false, "ExecuteTime": { "end_time": "2025-10-06T03:48:51.703465Z", "start_time": "2025-10-06T03:48:51.699297Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:14.126538Z", + "iopub.status.busy": "2026-07-08T14:17:14.126390Z", + "iopub.status.idle": "2026-07-08T14:17:14.129784Z", + "shell.execute_reply": "2026-07-08T14:17:14.129003Z" + }, + "scrolled": false }, - "source": [ - "# relative access of nodes\n", - "\n", - "fhn_net.nodes(method='relative')" - ], "outputs": [ { "data": { @@ -810,99 +905,81 @@ "output_type": "execute_result" } ], - "execution_count": 16 + "source": [ + "# relative access of nodes\n", + "\n", + "fhn_net.nodes(method='relative')" + ] }, { "cell_type": "code", + "execution_count": 17, "metadata": { - "scrolled": true, "ExecuteTime": { "end_time": "2025-10-06T03:49:26.199246Z", "start_time": "2025-10-06T03:49:26.024111Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:14.131214Z", + "iopub.status.busy": "2026-07-08T14:17:14.131050Z", + "iopub.status.idle": "2026-07-08T14:17:14.261940Z", + "shell.execute_reply": "2026-07-08T14:17:14.261057Z" + }, + "scrolled": true }, - "source": [ - "runner = bp.DSRunner(fhn_net,\n", - " monitors=['f1.v', 'f2.v'],\n", - " inputs=[('f1.I', 1.5), # relative access to variable \"I\" in 'fhn1'\n", - " ('f2.I', 1.0),]) # absolute access to variable \"I\" in 'fhn2'\n", - "runner(duration=100)\n", - "\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon['f1.v'], legend='fhn1.v', show=False)\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon['f2.v'], legend='fhn2.v', show=True)" - ], "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\dynsys.py:325: UserWarning: \n", - "From brainpy>=2.4.3, update() function no longer needs to receive a global shared argument.\n", - "\n", - "Instead of using:\n", - "\n", - " def update(self, tdi, *args, **kwagrs):\n", - " t = tdi['t']\n", - " ...\n", - "\n", - "Please use:\n", - "\n", - " def update(self, *args, **kwagrs):\n", - " t = bp.share['t']\n", - " ...\n", - "\n", - " warnings.warn(_update_deprecate_msg, UserWarning)\n" - ] - }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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"2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + } + }, + "version_major": 2, + "version_minor": 0 + } } }, "nbformat": 4, diff --git a/docs/tutorial_building/customize_neuron_models.ipynb b/docs/tutorial_building/customize_neuron_models.ipynb index 4631acb9b..2a7a8327c 100644 --- a/docs/tutorial_building/customize_neuron_models.ipynb +++ b/docs/tutorial_building/customize_neuron_models.ipynb @@ -29,13 +29,29 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "aac4b858", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:49:55.610677Z", "start_time": "2025-10-06T03:49:49.854816Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:20.902107Z", + "iopub.status.busy": "2026-07-08T14:17:20.901894Z", + "iopub.status.idle": "2026-07-08T14:17:24.615287Z", + "shell.execute_reply": "2026-07-08T14:17:24.614282Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ "import numpy as np\n", "\n", @@ -43,28 +59,30 @@ "import brainpy.math as bm\n", "\n", "bm.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "code", + "execution_count": 2, "id": "52f320c2ab5e60f3", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:49:55.641836Z", "start_time": "2025-10-06T03:49:55.632374Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:24.617325Z", + "iopub.status.busy": "2026-07-08T14:17:24.616870Z", + "iopub.status.idle": "2026-07-08T14:17:24.623003Z", + "shell.execute_reply": "2026-07-08T14:17:24.622408Z" } }, - "source": [ - "bp.__version__" - ], "outputs": [ { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 2, @@ -72,7 +90,9 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -166,13 +186,21 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "3ea88e6d", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:49:55.666802Z", "start_time": "2025-10-06T03:49:55.655589Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:24.624809Z", + "iopub.status.busy": "2026-07-08T14:17:24.624678Z", + "iopub.status.idle": "2026-07-08T14:17:24.630157Z", + "shell.execute_reply": "2026-07-08T14:17:24.629589Z" } }, + "outputs": [], "source": [ "class HH(bp.dyn.NeuDyn):\n", " def __init__(self, size, ENa=50., gNa=120., EK=-77., gK=36., EL=-54.387, gL=0.03,\n", @@ -246,9 +274,7 @@ "\n", " # update V\n", " self.V.value = V" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -329,13 +355,21 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "4961244a", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:49:55.682921Z", "start_time": "2025-10-06T03:49:55.676828Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:24.632198Z", + "iopub.status.busy": "2026-07-08T14:17:24.632067Z", + "iopub.status.idle": "2026-07-08T14:17:24.636209Z", + "shell.execute_reply": "2026-07-08T14:17:24.635407Z" } }, + "outputs": [], "source": [ "class LIF(bp.dyn.NeuDyn):\n", " def __init__(self, size, V_rest=0., V_reset=-5., V_th=20., R=1., tau=10., t_ref=5., **kwargs):\n", @@ -388,9 +422,7 @@ " \n", " # update the refractory state\n", " self.refractory.value = bm.logical_or(refractory, spike)" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -418,18 +450,24 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "7afcd4ff", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:49:55.990364Z", "start_time": "2025-10-06T03:49:55.693818Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:24.638144Z", + "iopub.status.busy": "2026-07-08T14:17:24.638012Z", + "iopub.status.idle": "2026-07-08T14:17:24.918446Z", + "shell.execute_reply": "2026-07-08T14:17:24.917597Z" } }, + "outputs": [], "source": [ "neu = HH(10)" - ], - "outputs": [], - "execution_count": 5 + ] }, { "cell_type": "markdown", @@ -449,18 +487,24 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "9a291f2f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:49:55.998439Z", "start_time": "2025-10-06T03:49:55.995332Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:24.919998Z", + "iopub.status.busy": "2026-07-08T14:17:24.919847Z", + "iopub.status.idle": "2026-07-08T14:17:24.922879Z", + "shell.execute_reply": "2026-07-08T14:17:24.922133Z" } }, + "outputs": [], "source": [ "runner = bp.DSRunner(neu, monitors=['V'])" - ], - "outputs": [], - "execution_count": 6 + ] }, { "cell_type": "markdown", @@ -474,19 +518,25 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "d031ec35f8a1b4ed", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:49:56.005443Z", "start_time": "2025-10-06T03:49:56.001899Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:24.924424Z", + "iopub.status.busy": "2026-07-08T14:17:24.924293Z", + "iopub.status.idle": "2026-07-08T14:17:24.926744Z", + "shell.execute_reply": "2026-07-08T14:17:24.926049Z" } }, + "outputs": [], "source": [ "inputs = np.ones(int(200. / bm.get_dt())) * 6. # 200 ms" - ], - "outputs": [], - "execution_count": 7 + ] }, { "cell_type": "markdown", @@ -498,53 +548,49 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "f102b056", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:49:56.489990Z", "start_time": "2025-10-06T03:49:56.008638Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:24.928241Z", + "iopub.status.busy": "2026-07-08T14:17:24.928112Z", + "iopub.status.idle": "2026-07-08T14:17:25.135662Z", + "shell.execute_reply": "2026-07-08T14:17:25.134820Z" } }, - "source": [ - "runner.run(inputs=inputs) # the running time is 200 ms\n", - "\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, show=True)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/2000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -552,7 +598,11 @@ "output_type": "execute_result" } ], - "execution_count": 8 + "source": [ + "runner.run(inputs=inputs) # the running time is 200 ms\n", + "\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, show=True)" + ] }, { "cell_type": "markdown", @@ -564,58 +614,49 @@ }, { "cell_type": "code", + "execution_count": 9, "id": "929d85e4", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:49:56.946663Z", "start_time": "2025-10-06T03:49:56.768745Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:25.137899Z", + "iopub.status.busy": "2026-07-08T14:17:25.137752Z", + "iopub.status.idle": "2026-07-08T14:17:25.288672Z", + "shell.execute_reply": "2026-07-08T14:17:25.287934Z" } }, - "source": [ - "group = LIF(10)\n", - "\n", - "runner = bp.DSRunner(group, monitors=['V'])\n", - "\n", - "inputs = np.ones(int(200. / bm.get_dt())) * 22. # 200 ms\n", - "runner.run(inputs=inputs)\n", - "\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, show=True)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/2000 [00:00" - ], - "image/png": 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[ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -56,7 +62,14 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -226,34 +239,44 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "b9ced2ed", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:38.777227Z", "start_time": "2025-10-06T03:54:38.621599Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:35.128101Z", + "iopub.status.busy": "2026-07-08T14:17:35.127871Z", + "iopub.status.idle": "2026-07-08T14:17:35.249119Z", + "shell.execute_reply": "2026-07-08T14:17:35.248311Z" } }, + "outputs": [], "source": [ "target_data_to_delay = bm.Variable(bm.zeros(10))\n", "\n", "example_delay = bm.LengthDelay(target_data_to_delay,\n", " delay_len=10) # delay 10 steps" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "code", + "execution_count": 3, "id": "c602863d", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:39.108918Z", "start_time": "2025-10-06T03:54:38.784748Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:35.250715Z", + "iopub.status.busy": "2026-07-08T14:17:35.250575Z", + "iopub.status.idle": "2026-07-08T14:17:35.395583Z", + "shell.execute_reply": "2026-07-08T14:17:35.394754Z" } }, - "source": [ - "example_delay(5) # call the delay data at 5 delay step" - ], "outputs": [ { "data": { @@ -266,20 +289,26 @@ "output_type": "execute_result" } ], - "execution_count": 3 + "source": [ + "example_delay(5) # call the delay data at 5 delay step" + ] }, { "cell_type": "code", + "execution_count": 4, "id": "7eaf0bf8", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:39.134480Z", "start_time": "2025-10-06T03:54:39.116271Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:35.397763Z", + "iopub.status.busy": "2026-07-08T14:17:35.397619Z", + "iopub.status.idle": "2026-07-08T14:17:35.402106Z", + "shell.execute_reply": "2026-07-08T14:17:35.401456Z" } }, - "source": [ - "example_delay(10) # call the delay data at 10 delay step" - ], "outputs": [ { "data": { @@ -292,7 +321,9 @@ "output_type": "execute_result" } ], - "execution_count": 4 + "source": [ + "example_delay(10) # call the delay data at 10 delay step" + ] }, { "cell_type": "markdown", @@ -310,33 +341,43 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "0f6ba901", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:39.204808Z", "start_time": "2025-10-06T03:54:39.140740Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:35.403538Z", + "iopub.status.busy": "2026-07-08T14:17:35.403406Z", + "iopub.status.idle": "2026-07-08T14:17:35.433119Z", + "shell.execute_reply": "2026-07-08T14:17:35.432411Z" } }, + "outputs": [], "source": [ "t0 = 0.\n", "example_delay = bm.TimeDelay(target_data_to_delay,\n", " delay_len=1.0, t0=t0) # delay 1.0 ms" - ], - "outputs": [], - "execution_count": 5 + ] }, { "cell_type": "code", + "execution_count": 6, "id": "3039965c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:39.519134Z", "start_time": "2025-10-06T03:54:39.231410Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:35.434579Z", + "iopub.status.busy": "2026-07-08T14:17:35.434397Z", + "iopub.status.idle": "2026-07-08T14:17:35.723293Z", + "shell.execute_reply": "2026-07-08T14:17:35.722383Z" } }, - "source": [ - "example_delay(t0 - 1.0) # the delay data at t-1. ms" - ], "outputs": [ { "data": { @@ -349,20 +390,26 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "example_delay(t0 - 1.0) # the delay data at t-1. ms" + ] }, { "cell_type": "code", + "execution_count": 7, "id": "19b83ad3", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:39.628952Z", "start_time": "2025-10-06T03:54:39.527641Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:35.724961Z", + "iopub.status.busy": "2026-07-08T14:17:35.724817Z", + "iopub.status.idle": "2026-07-08T14:17:35.800627Z", + "shell.execute_reply": "2026-07-08T14:17:35.799921Z" } }, - "source": [ - "example_delay(t0 - 0.5) # the delay data at t-0.5 ms" - ], "outputs": [ { "data": { @@ -375,7 +422,9 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "example_delay(t0 - 0.5) # the delay data at t-0.5 ms" + ] }, { "cell_type": "markdown", @@ -395,18 +444,24 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "61de48c2", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:39.678487Z", "start_time": "2025-10-06T03:54:39.648678Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:35.802614Z", + "iopub.status.busy": "2026-07-08T14:17:35.802288Z", + "iopub.status.idle": "2026-07-08T14:17:35.832046Z", + "shell.execute_reply": "2026-07-08T14:17:35.831175Z" } }, + "outputs": [], "source": [ "example_conn = bp.conn.FixedProb(0.2)(pre_size=(5,), post_size=(8, ))" - ], - "outputs": [], - "execution_count": 8 + ] }, { "cell_type": "markdown", @@ -418,25 +473,29 @@ }, { "cell_type": "code", + "execution_count": 9, "id": "b8e2ac09", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:39.924905Z", "start_time": "2025-10-06T03:54:39.688108Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:35.834002Z", + "iopub.status.busy": "2026-07-08T14:17:35.833848Z", + "iopub.status.idle": "2026-07-08T14:17:36.101589Z", + "shell.execute_reply": "2026-07-08T14:17:36.100619Z" } }, - "source": [ - "example_conn.require('conn_mat')" - ], "outputs": [ { "data": { "text/plain": [ - "Array([[False, True, False, False, False, False, False, True],\n", - " [False, False, True, False, False, False, False, False],\n", - " [False, True, False, False, False, False, False, False],\n", - " [False, True, False, False, False, False, False, False],\n", - " [False, False, False, False, False, True, False, False]], dtype=bool)" + "Array([[False, False, False, False, False, False, False, True],\n", + " [False, False, False, False, True, False, True, True],\n", + " [False, True, True, True, False, False, False, False],\n", + " [False, False, False, False, True, False, False, False],\n", + " [ True, False, False, False, False, False, False, True]], dtype=bool)" ] }, "execution_count": 9, @@ -444,7 +503,9 @@ "output_type": "execute_result" } ], - "execution_count": 9 + "source": [ + "example_conn.require('conn_mat')" + ] }, { "cell_type": "markdown", @@ -456,21 +517,26 @@ }, { "cell_type": "code", + "execution_count": 10, "id": "3344a58d", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:43.421360Z", "start_time": "2025-10-06T03:54:39.933172Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:36.103430Z", + "iopub.status.busy": "2026-07-08T14:17:36.103289Z", + "iopub.status.idle": "2026-07-08T14:17:38.344510Z", + "shell.execute_reply": "2026-07-08T14:17:38.343735Z" } }, - "source": [ - "example_conn.require('pre_ids', 'post_ids')" - ], "outputs": [ { "data": { "text/plain": [ - "(Array([0, 1, 2, 3, 4], dtype=int32), Array([0, 6, 1, 6, 6], dtype=int32))" + "(Array([0, 0, 1, 1, 2, 2, 3, 3, 4, 4], dtype=int32),\n", + " Array([3, 6, 4, 2, 0, 4, 4, 5, 4, 6], dtype=int32))" ] }, "execution_count": 10, @@ -478,7 +544,9 @@ "output_type": "execute_result" } ], - "execution_count": 10 + "source": [ + "example_conn.require('pre_ids', 'post_ids')" + ] }, { "cell_type": "markdown", @@ -490,21 +558,26 @@ }, { "cell_type": "code", + "execution_count": 11, "id": "8db2a319", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:45.963691Z", "start_time": "2025-10-06T03:54:45.355746Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:38.346442Z", + "iopub.status.busy": "2026-07-08T14:17:38.346291Z", + "iopub.status.idle": "2026-07-08T14:17:38.631809Z", + "shell.execute_reply": "2026-07-08T14:17:38.630784Z" } }, - "source": [ - "example_conn.require('pre2post')" - ], "outputs": [ { "data": { "text/plain": [ - "(Array([3, 2, 0, 3, 6], dtype=int32), Array([0, 1, 2, 3, 4, 5], dtype=int32))" + "(Array([1, 3, 2, 6, 2, 6, 5, 2, 0, 3], dtype=int32),\n", + " Array([ 0, 2, 4, 6, 8, 10], dtype=int32))" ] }, "execution_count": 11, @@ -512,7 +585,9 @@ "output_type": "execute_result" } ], - "execution_count": 11 + "source": [ + "example_conn.require('pre2post')" + ] }, { "cell_type": "markdown", @@ -558,14 +633,22 @@ }, { "cell_type": "code", + "execution_count": 12, "id": "bd522429", "metadata": { - "code_folding": [], "ExecuteTime": { "end_time": "2025-10-06T03:54:45.977913Z", "start_time": "2025-10-06T03:54:45.972090Z" + }, + "code_folding": [], + "execution": { + "iopub.execute_input": "2026-07-08T14:17:38.633415Z", + "iopub.status.busy": "2026-07-08T14:17:38.633265Z", + "iopub.status.idle": "2026-07-08T14:17:38.636889Z", + "shell.execute_reply": "2026-07-08T14:17:38.636070Z" } }, + "outputs": [], "source": [ "# Basic Model to define the exponential synapse model. This class \n", "# defines the basic parameters, variables, and integral functions. \n", @@ -593,19 +676,25 @@ "\n", " # integral function\n", " self.integral = bp.odeint(lambda g, t: -g / self.tau, method=method)" - ], - "outputs": [], - "execution_count": 12 + ] }, { "cell_type": "code", + "execution_count": 13, "id": "0d47e7ef", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:46.001660Z", "start_time": "2025-10-06T03:54:45.995024Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:38.638377Z", + "iopub.status.busy": "2026-07-08T14:17:38.638242Z", + "iopub.status.idle": "2026-07-08T14:17:38.642279Z", + "shell.execute_reply": "2026-07-08T14:17:38.641416Z" } }, + "outputs": [], "source": [ "# Basic Model to define the AMPA synapse model. This class \n", "# defines the basic parameters, variables, and integral functions. \n", @@ -644,19 +733,25 @@ " def derivative(self, g, t, TT):\n", " dg = self.alpha * TT * (1 - g) - self.beta * g\n", " return dg" - ], - "outputs": [], - "execution_count": 13 + ] }, { "cell_type": "code", + "execution_count": 14, "id": "d3640a4a", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:46.014952Z", "start_time": "2025-10-06T03:54:46.009167Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:38.643932Z", + "iopub.status.busy": "2026-07-08T14:17:38.643795Z", + "iopub.status.idle": "2026-07-08T14:17:38.647561Z", + "shell.execute_reply": "2026-07-08T14:17:38.646589Z" } }, + "outputs": [], "source": [ "# for more details of how to run a simulation please see the tutorials in \"Dynamics Simulation\"\n", "\n", @@ -677,9 +772,7 @@ " fig.add_subplot(gs[0, 1])\n", " bp.visualize.line_plot(runner.mon.ts, runner.mon['pre.V'], legend='pre.V')\n", " bp.visualize.line_plot(runner.mon.ts, runner.mon['post.V'], legend='post.V', show=True)" - ], - "outputs": [], - "execution_count": 14 + ] }, { "cell_type": "markdown", @@ -715,18 +808,24 @@ }, { "cell_type": "code", + "execution_count": 15, "id": "102c71e7", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:46.024447Z", "start_time": "2025-10-06T03:54:46.019735Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:38.649141Z", + "iopub.status.busy": "2026-07-08T14:17:38.649007Z", + "iopub.status.idle": "2026-07-08T14:17:38.652214Z", + "shell.execute_reply": "2026-07-08T14:17:38.651312Z" } }, + "outputs": [], "source": [ "conn = bp.conn.FixedProb(0.7)(pre_size=6, post_size=8)" - ], - "outputs": [], - "execution_count": 15 + ] }, { "cell_type": "markdown", @@ -738,26 +837,30 @@ }, { "cell_type": "code", + "execution_count": 16, "id": "4bbb027f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:46.161274Z", "start_time": "2025-10-06T03:54:46.031776Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:38.653701Z", + "iopub.status.busy": "2026-07-08T14:17:38.653571Z", + "iopub.status.idle": "2026-07-08T14:17:38.842950Z", + "shell.execute_reply": "2026-07-08T14:17:38.842098Z" } }, - "source": [ - "conn.require('conn_mat')" - ], "outputs": [ { "data": { "text/plain": [ - "Array([[ True, True, True, False, False, True, True, True],\n", - " [False, True, False, False, True, True, True, True],\n", - " [ True, True, True, True, True, True, True, True],\n", - " [ True, True, True, True, True, True, True, True],\n", - " [ True, True, True, True, True, True, True, True],\n", - " [False, False, True, True, True, False, True, True]], dtype=bool)" + "Array([[ True, True, False, True, True, True, True, True],\n", + " [ True, True, True, True, True, True, True, False],\n", + " [False, True, True, False, False, True, False, True],\n", + " [ True, False, True, True, True, False, False, True],\n", + " [False, True, False, True, False, False, True, True],\n", + " [ True, True, False, True, True, True, False, True]], dtype=bool)" ] }, "execution_count": 16, @@ -765,7 +868,9 @@ "output_type": "execute_result" } ], - "execution_count": 16 + "source": [ + "conn.require('conn_mat')" + ] }, { "cell_type": "markdown", @@ -785,13 +890,21 @@ }, { "cell_type": "code", + "execution_count": 17, "id": "b8e7b088", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:46.186980Z", "start_time": "2025-10-06T03:54:46.182354Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:38.844650Z", + "iopub.status.busy": "2026-07-08T14:17:38.844506Z", + "iopub.status.idle": "2026-07-08T14:17:38.848033Z", + "shell.execute_reply": "2026-07-08T14:17:38.847233Z" } }, + "outputs": [], "source": [ "class ExpConnMat(BaseExpSyn):\n", " def __init__(self, *args, **kwargs):\n", @@ -820,28 +933,30 @@ " self.g += post_sps\n", " # get the post-synaptic current\n", " self.post.input += self.g_max * self.g * (self.E - self.post.V)" - ], - "outputs": [], - "execution_count": 17 + ] }, { "cell_type": "code", + "execution_count": 18, "id": "4acb4081", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:46.888560Z", "start_time": "2025-10-06T03:54:46.196936Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:38.849569Z", + "iopub.status.busy": "2026-07-08T14:17:38.849437Z", + "iopub.status.idle": "2026-07-08T14:17:39.249705Z", + "shell.execute_reply": "2026-07-08T14:17:39.248983Z" } }, - "source": [ - "show_syn_model(ExpConnMat)" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\dynsys.py:325: UserWarning: \n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/dynsys.py:458: UserWarning: \n", "From brainpy>=2.4.3, update() function no longer needs to receive a global shared argument.\n", "\n", "Instead of using:\n", @@ -861,36 +976,32 @@ }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 18 + "source": [ + "show_syn_model(ExpConnMat)" + ] }, { "cell_type": "markdown", @@ -902,13 +1013,21 @@ }, { "cell_type": "code", + "execution_count": 19, "id": "37736f86", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:46.901999Z", "start_time": "2025-10-06T03:54:46.896334Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:39.251600Z", + "iopub.status.busy": "2026-07-08T14:17:39.251467Z", + "iopub.status.idle": "2026-07-08T14:17:39.255528Z", + "shell.execute_reply": "2026-07-08T14:17:39.254727Z" } }, + "outputs": [], "source": [ "class AMPAConnMat(BaseAMPASyn):\n", " def __init__(self, *args, **kwargs):\n", @@ -940,55 +1059,53 @@ " # get the post-synaptic current\n", " g_post = self.g.sum(axis=0)\n", " self.post.input += self.g_max * g_post * (self.E - self.post.V)" - ], - "outputs": [], - "execution_count": 19 + ] }, { "cell_type": "code", + "execution_count": 20, "id": "fab4f7cb", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:47.298398Z", "start_time": "2025-10-06T03:54:46.921151Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:39.256942Z", + "iopub.status.busy": "2026-07-08T14:17:39.256817Z", + "iopub.status.idle": "2026-07-08T14:17:39.527503Z", + "shell.execute_reply": "2026-07-08T14:17:39.526747Z" } }, - "source": [ - "show_syn_model(AMPAConnMat)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 20 + "source": [ + "show_syn_model(AMPAConnMat)" + ] }, { "cell_type": "markdown", @@ -1017,13 +1134,21 @@ }, { "cell_type": "code", + "execution_count": 21, "id": "b41ef340", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:47.350770Z", "start_time": "2025-10-06T03:54:47.345414Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:39.529037Z", + "iopub.status.busy": "2026-07-08T14:17:39.528888Z", + "iopub.status.idle": "2026-07-08T14:17:39.532052Z", + "shell.execute_reply": "2026-07-08T14:17:39.531430Z" } }, + "outputs": [], "source": [ "class ExpAll2All(BaseExpSyn):\n", " def __init__(self, *args, **kwargs):\n", @@ -1041,55 +1166,53 @@ " self.g.value = self.integral(self.g, _t, dt=_dt)\n", " self.g += delayed_spike.sum() # NOTE: HERE is the difference\n", " self.post.input += self.g_max * self.g * (self.E - self.post.V)" - ], - "outputs": [], - "execution_count": 21 + ] }, { "cell_type": "code", + "execution_count": 22, "id": "d1f3cca3", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:47.679338Z", "start_time": "2025-10-06T03:54:47.381630Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:39.533935Z", + "iopub.status.busy": "2026-07-08T14:17:39.533806Z", + "iopub.status.idle": "2026-07-08T14:17:39.769506Z", + "shell.execute_reply": "2026-07-08T14:17:39.768859Z" } }, - "source": [ - "show_syn_model(ExpAll2All)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 22 + "source": [ + "show_syn_model(ExpAll2All)" + ] }, { "cell_type": "markdown", @@ -1101,13 +1224,21 @@ }, { "cell_type": "code", + "execution_count": 23, "id": "01ce8789", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:47.693148Z", "start_time": "2025-10-06T03:54:47.688231Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:39.770989Z", + "iopub.status.busy": "2026-07-08T14:17:39.770846Z", + "iopub.status.idle": "2026-07-08T14:17:39.774403Z", + "shell.execute_reply": "2026-07-08T14:17:39.773628Z" } }, + "outputs": [], "source": [ "class AMPAAll2All(BaseAMPASyn):\n", " def __init__(self, *args, **kwargs):\n", @@ -1128,56 +1259,54 @@ " self.g.value = self.integral(self.g, _t, TT, dt=_dt)\n", " g_post = self.g.sum(axis=0) # NOTE: here is also different\n", " self.post.input += self.g_max * g_post * (self.E - self.post.V)" - ], - "outputs": [], - "execution_count": 23 + ] }, { "cell_type": "code", + "execution_count": 24, "id": "51a07101", "metadata": { - "lines_to_next_cell": 1, "ExecuteTime": { "end_time": "2025-10-06T03:54:48.049636Z", "start_time": "2025-10-06T03:54:47.712187Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:39.775752Z", + "iopub.status.busy": "2026-07-08T14:17:39.775619Z", + "iopub.status.idle": "2026-07-08T14:17:40.019929Z", + "shell.execute_reply": "2026-07-08T14:17:40.019076Z" + }, + "lines_to_next_cell": 1 }, - "source": [ - "show_syn_model(AMPAAll2All)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 24 + "source": [ + "show_syn_model(AMPAAll2All)" + ] }, { "cell_type": "markdown", @@ -1273,13 +1402,21 @@ }, { "cell_type": "code", + "execution_count": 25, "id": "94d26b81", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:48.088270Z", "start_time": "2025-10-06T03:54:48.084010Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:40.021669Z", + "iopub.status.busy": "2026-07-08T14:17:40.021457Z", + "iopub.status.idle": "2026-07-08T14:17:40.025029Z", + "shell.execute_reply": "2026-07-08T14:17:40.024328Z" } }, + "outputs": [], "source": [ "class ExpSparse(BaseExpSyn):\n", " def __init__(self, *args, **kwargs):\n", @@ -1300,56 +1437,54 @@ " post_sps = bm.pre2post_event_sum(delayed_spike, self.pre2post, self.post.num, 1.)\n", " self.g += post_sps\n", " self.post.input += self.g_max * self.g * (self.E - self.post.V)" - ], - "outputs": [], - "execution_count": 25 + ] }, { "cell_type": "code", + "execution_count": 26, "id": "afd6a770", "metadata": { - "lines_to_next_cell": 1, "ExecuteTime": { "end_time": "2025-10-06T03:54:48.785826Z", "start_time": "2025-10-06T03:54:48.121043Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:40.026493Z", + "iopub.status.busy": "2026-07-08T14:17:40.026361Z", + "iopub.status.idle": "2026-07-08T14:17:40.369014Z", + "shell.execute_reply": "2026-07-08T14:17:40.368244Z" + }, + "lines_to_next_cell": 1 }, - "source": [ - "show_syn_model(ExpSparse)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 26 + "source": [ + "show_syn_model(ExpSparse)" + ] }, { "cell_type": "markdown", @@ -1412,13 +1547,21 @@ }, { "cell_type": "code", + "execution_count": 27, "id": "fa62799e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:48.825344Z", "start_time": "2025-10-06T03:54:48.820247Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:40.370800Z", + "iopub.status.busy": "2026-07-08T14:17:40.370661Z", + "iopub.status.idle": "2026-07-08T14:17:40.374592Z", + "shell.execute_reply": "2026-07-08T14:17:40.373845Z" } }, + "outputs": [], "source": [ "class AMPASparse(BaseAMPASyn):\n", " def __init__(self, *args, **kwargs):\n", @@ -1447,28 +1590,30 @@ " # get the post-synaptic current\n", " g_post = bm.syn2post(self.g, self.post_ids, self.post.num)\n", " self.post.input += self.g_max * g_post * (self.E - self.post.V)" - ], - "outputs": [], - "execution_count": 27 + ] }, { "cell_type": "code", + "execution_count": 28, "id": "3ccfcf3b", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:54:49.190728Z", "start_time": "2025-10-06T03:54:48.862216Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:40.376305Z", + "iopub.status.busy": "2026-07-08T14:17:40.376177Z", + "iopub.status.idle": "2026-07-08T14:17:40.621816Z", + "shell.execute_reply": "2026-07-08T14:17:40.621055Z" } }, - "source": [ - "show_syn_model(AMPASparse)" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\dynsys.py:325: UserWarning: \n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/dynsys.py:458: UserWarning: \n", "From brainpy>=2.4.3, update() function no longer needs to receive a global shared argument.\n", "\n", "Instead of using:\n", @@ -1488,36 +1633,32 @@ }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], 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a/docs/tutorial_building/how_to_customze_a_synapse.ipynb +++ b/docs/tutorial_building/how_to_customze_a_synapse.ipynb @@ -13,22 +13,36 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "4524939e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:56:48.992552Z", "start_time": "2025-10-06T03:56:45.166873Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:48.610552Z", + "iopub.status.busy": "2026-07-08T14:17:48.610421Z", + "iopub.status.idle": "2026-07-08T14:17:51.814097Z", + "shell.execute_reply": "2026-07-08T14:17:51.813288Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ "import numpy as np\n", "import brainpy as bp\n", "import brainpy.math as bm\n", "\n", "import matplotlib.pyplot as plt" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "markdown", @@ -167,14 +181,22 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "d3d7e29a9c49f91b", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:56:49.003410Z", "start_time": "2025-10-06T03:56:48.999235Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:51.816210Z", + "iopub.status.busy": "2026-07-08T14:17:51.815964Z", + "iopub.status.idle": "2026-07-08T14:17:51.820407Z", + "shell.execute_reply": "2026-07-08T14:17:51.819623Z" } }, + "outputs": [], "source": [ "class Exponen(bp.dyn.SynDyn, bp.mixin.AlignPost):\n", " def __init__(self, size, tau):\n", @@ -200,9 +222,7 @@ " \n", " def return_info(self):\n", " return self.g" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -224,14 +244,22 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "851ed416270408f4", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:56:49.013816Z", "start_time": "2025-10-06T03:56:49.008726Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:51.822065Z", + "iopub.status.busy": "2026-07-08T14:17:51.821928Z", + "iopub.status.idle": "2026-07-08T14:17:51.825927Z", + "shell.execute_reply": "2026-07-08T14:17:51.825063Z" } }, + "outputs": [], "source": [ "class AMPA(bp.dyn.SynDyn):\n", " def __init__(self, size, alpha= 0.98, beta=0.18, T=0.5, T_dur=0.5):\n", @@ -261,9 +289,7 @@ "\n", " def return_info(self):\n", " return self.g" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -301,14 +327,22 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "eb406128", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:56:49.023560Z", "start_time": "2025-10-06T03:56:49.019248Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:51.827305Z", + "iopub.status.busy": "2026-07-08T14:17:51.827088Z", + "iopub.status.idle": "2026-07-08T14:17:51.829742Z", + "shell.execute_reply": "2026-07-08T14:17:51.829108Z" } }, + "outputs": [], "source": [ "class COBA(bp.dyn.SynOut):\n", " def __init__(self, E):\n", @@ -317,9 +351,7 @@ "\n", " def update(self, conductance, potential):\n", " return conductance * (self.E - potential)" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -347,14 +379,22 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "8a8a402925da67bc", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:56:49.033622Z", "start_time": "2025-10-06T03:56:49.029266Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:51.831461Z", + "iopub.status.busy": "2026-07-08T14:17:51.831320Z", + "iopub.status.idle": "2026-07-08T14:17:51.834142Z", + "shell.execute_reply": "2026-07-08T14:17:51.833151Z" } }, + "outputs": [], "source": [ "class CUBA(bp.dyn.SynOut):\n", " def __init__(self, E):\n", @@ -363,9 +403,7 @@ "\n", " def update(self, conductance, potential):\n", " return conductance" - ], - "outputs": [], - "execution_count": 5 + ] }, { "cell_type": "markdown", @@ -395,14 +433,22 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "2c08e3ad8ed026e", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:56:49.045664Z", "start_time": "2025-10-06T03:56:49.040859Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:51.835585Z", + "iopub.status.busy": "2026-07-08T14:17:51.835452Z", + "iopub.status.idle": "2026-07-08T14:17:51.838478Z", + "shell.execute_reply": "2026-07-08T14:17:51.837614Z" } }, + "outputs": [], "source": [ "class MgBlock(bp.dyn.SynOut):\n", " def __init__(self, E= 0., cc_Mg= 1.2, alpha= 0.062, beta= 3.57):\n", @@ -414,9 +460,7 @@ "\n", " def update(self, conductance, potential):\n", " return conductance * (self.E - potential) / (1 + self.cc_Mg / self.beta * bm.exp(-self.alpha * potential))" - ], - "outputs": [], - "execution_count": 6 + ] }, { "cell_type": "markdown", @@ -442,14 +486,22 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "c2efd9ae1e402bbc", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:56:49.055993Z", "start_time": "2025-10-06T03:56:49.050914Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:51.839991Z", + "iopub.status.busy": "2026-07-08T14:17:51.839854Z", + "iopub.status.idle": "2026-07-08T14:17:51.843060Z", + "shell.execute_reply": "2026-07-08T14:17:51.842273Z" } }, + "outputs": [], "source": [ "class MaskedLinear(bp.dnn.Layer):\n", " def __init__(self, conn, weight):\n", @@ -467,9 +519,7 @@ "\n", " def update(self, x):\n", " return x @ (self.weight * self.mask)" - ], - "outputs": [], - "execution_count": 7 + ] }, { "cell_type": "markdown", @@ -483,14 +533,22 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "298227f42e890e6b", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:56:49.067811Z", "start_time": "2025-10-06T03:56:49.061372Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:51.844544Z", + "iopub.status.busy": "2026-07-08T14:17:51.844411Z", + "iopub.status.idle": "2026-07-08T14:17:51.847829Z", + "shell.execute_reply": "2026-07-08T14:17:51.846899Z" } }, + "outputs": [], "source": [ "class SimpleNet(bp.DynSysGroup):\n", " def __init__(self, proj, g_max=1.):\n", @@ -510,20 +568,26 @@ " conductance = self.syn.proj.refs['syn'].g\n", " current = self.post.sum_inputs(self.post.V)\n", " return conductance, current, self.post.V" - ], - "outputs": [], - "execution_count": 8 + ] }, { "cell_type": "code", + "execution_count": 9, "id": "7f790eede434802c", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:56:49.086793Z", "start_time": "2025-10-06T03:56:49.081074Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:51.849182Z", + "iopub.status.busy": "2026-07-08T14:17:51.849065Z", + "iopub.status.idle": "2026-07-08T14:17:51.851893Z", + "shell.execute_reply": "2026-07-08T14:17:51.851261Z" } }, + "outputs": [], "source": [ "def run_a_net(net):\n", " indices = np.arange(1000) # 100 ms\n", @@ -545,9 +609,7 @@ " plt.plot(ts, potentials, label='Post V')\n", " plt.legend()\n", " plt.show()" - ], - "outputs": [], - "execution_count": 9 + ] }, { "cell_type": "markdown", @@ -561,14 +623,22 @@ }, { "cell_type": "code", + "execution_count": 10, "id": "cb832774a9f3149f", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:56:49.116320Z", "start_time": "2025-10-06T03:56:49.111364Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:51.853765Z", + "iopub.status.busy": "2026-07-08T14:17:51.853638Z", + "iopub.status.idle": "2026-07-08T14:17:51.856369Z", + "shell.execute_reply": "2026-07-08T14:17:51.855667Z" } }, + "outputs": [], "source": [ "class ExponCOBA(bp.Projection):\n", " def __init__(self, pre, post, delay, prob, g_max, tau=5., E=0.):\n", @@ -582,64 +652,62 @@ " out=COBA.desc(E=E),\n", " post=post, \n", " )" - ], - "outputs": [], - "execution_count": 10 + ] }, { "cell_type": "code", + "execution_count": 11, "id": "b9e5a228eac6815c", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:56:50.188956Z", "start_time": "2025-10-06T03:56:49.144212Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:51.857685Z", + "iopub.status.busy": "2026-07-08T14:17:51.857551Z", + "iopub.status.idle": "2026-07-08T14:17:52.607677Z", + "shell.execute_reply": "2026-07-08T14:17:52.606834Z" } }, - "source": [ - "run_a_net(SimpleNet(ExponCOBA))" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\mixin.py:399: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/mixin.py:498: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", " warnings.warn('Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.', UserWarning)\n" ] }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 11 + "source": [ + "run_a_net(SimpleNet(ExponCOBA))" + ] }, { "cell_type": "markdown", @@ -653,14 +721,22 @@ }, { "cell_type": "code", + "execution_count": 12, "id": "9cb9134596853779", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:56:52.359524Z", "start_time": "2025-10-06T03:56:52.354013Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:52.609565Z", + "iopub.status.busy": "2026-07-08T14:17:52.609414Z", + "iopub.status.idle": "2026-07-08T14:17:52.612611Z", + "shell.execute_reply": "2026-07-08T14:17:52.611782Z" } }, + "outputs": [], "source": [ "class AMPA_NMDA(bp.Projection):\n", " def __init__(self, pre, post, delay, prob, g_max, E=0.):\n", @@ -674,64 +750,54 @@ " out=MgBlock(E=E),\n", " post=post, \n", " )" - ], - "outputs": [], - "execution_count": 12 + ] }, { "cell_type": "code", + "execution_count": 13, "id": "d85b04601fa90c9f", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:56:52.807711Z", "start_time": "2025-10-06T03:56:52.376813Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:52.614073Z", + "iopub.status.busy": "2026-07-08T14:17:52.613922Z", + "iopub.status.idle": "2026-07-08T14:17:52.922628Z", + "shell.execute_reply": "2026-07-08T14:17:52.921837Z" } }, - "source": [ - "run_a_net(SimpleNet(AMPA_NMDA))" - ], "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\mixin.py:399: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", - " warnings.warn('Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.', UserWarning)\n" - ] - }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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a/docs/tutorial_building/kinetic_synapse_models.ipynb b/docs/tutorial_building/kinetic_synapse_models.ipynb index f38a23650..8fdf6d47b 100644 --- a/docs/tutorial_building/kinetic_synapse_models.ipynb +++ b/docs/tutorial_building/kinetic_synapse_models.ipynb @@ -13,22 +13,36 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "02ac9c9b", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:18.098133Z", "start_time": "2025-10-06T03:57:13.734043Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:17:59.401859Z", + "iopub.status.busy": "2026-07-08T14:17:59.401696Z", + "iopub.status.idle": "2026-07-08T14:18:03.115506Z", + "shell.execute_reply": "2026-07-08T14:18:03.114499Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ "import numpy as np\n", "import brainpy as bp\n", "import brainpy.math as bm\n", "\n", "import matplotlib.pyplot as plt" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "markdown", @@ -100,14 +114,22 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "de5e7d04ca50d49e", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:57:18.140494Z", "start_time": "2025-10-06T03:57:18.135932Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:03.117244Z", + "iopub.status.busy": "2026-07-08T14:18:03.116969Z", + "iopub.status.idle": "2026-07-08T14:18:03.120516Z", + "shell.execute_reply": "2026-07-08T14:18:03.119837Z" } }, + "outputs": [], "source": [ "class AMPA(bp.Projection):\n", " def __init__(self, pre, post, delay, prob, g_max, E=0.):\n", @@ -120,20 +142,26 @@ " out=bp.dyn.COBA(E=E),\n", " post=post, \n", " )" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "code", + "execution_count": 3, "id": "36c82b425d424ad8", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:57:18.177273Z", "start_time": "2025-10-06T03:57:18.172119Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:03.122348Z", + "iopub.status.busy": "2026-07-08T14:18:03.122214Z", + "iopub.status.idle": "2026-07-08T14:18:03.125780Z", + "shell.execute_reply": "2026-07-08T14:18:03.125153Z" } }, + "outputs": [], "source": [ "class SimpleNet(bp.DynSysGroup):\n", " def __init__(self, syn_cls):\n", @@ -152,20 +180,26 @@ " conductance = self.syn.proj.refs['syn'].g\n", " current = self.post.sum_inputs(self.post.V)\n", " return conductance, current, self.post.V" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "code", + "execution_count": 4, "id": "67db8ba2", "metadata": { - "scrolled": false, "ExecuteTime": { "end_time": "2025-10-06T03:57:18.185547Z", "start_time": "2025-10-06T03:57:18.181279Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:03.127943Z", + "iopub.status.busy": "2026-07-08T14:18:03.127814Z", + "iopub.status.idle": "2026-07-08T14:18:03.131375Z", + "shell.execute_reply": "2026-07-08T14:18:03.130304Z" + }, + "scrolled": false }, + "outputs": [], "source": [ "def run_a_net(net, duration=100):\n", " indices = np.arange(int(duration/bm.get_dt())) # duration ms\n", @@ -187,63 +221,61 @@ " plt.plot(ts, potentials)\n", " plt.title('Post V')\n", " plt.show()" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "code", + "execution_count": 5, "id": "a4422224", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:22.949920Z", "start_time": "2025-10-06T03:57:18.195360Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:03.132723Z", + "iopub.status.busy": "2026-07-08T14:18:03.132599Z", + "iopub.status.idle": "2026-07-08T14:18:05.959795Z", + "shell.execute_reply": "2026-07-08T14:18:05.959002Z" } }, - "source": [ - "run_a_net(SimpleNet(syn_cls=AMPA))" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\mixin.py:399: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/mixin.py:498: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", " warnings.warn('Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.', UserWarning)\n" ] }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 5 + "source": [ + "run_a_net(SimpleNet(syn_cls=AMPA))" + ] }, { "cell_type": "markdown", @@ -268,13 +300,21 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "259e67c8", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:25.194377Z", "start_time": "2025-10-06T03:57:25.189967Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:05.961427Z", + "iopub.status.busy": "2026-07-08T14:18:05.961273Z", + "iopub.status.idle": "2026-07-08T14:18:05.964838Z", + "shell.execute_reply": "2026-07-08T14:18:05.964102Z" } }, + "outputs": [], "source": [ "class GABAa(bp.Projection):\n", " def __init__(self, pre, post, delay, prob, g_max, E=-80.):\n", @@ -287,64 +327,62 @@ " out=bp.dyn.COBA(E=E),\n", " post=post, \n", " )" - ], - "outputs": [], - "execution_count": 6 + ] }, { "cell_type": "code", + "execution_count": 7, "id": "a4ef28dd66c625e3", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:57:26.373331Z", "start_time": "2025-10-06T03:57:25.202609Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:05.966370Z", + "iopub.status.busy": "2026-07-08T14:18:05.966230Z", + "iopub.status.idle": "2026-07-08T14:18:06.538135Z", + "shell.execute_reply": "2026-07-08T14:18:06.537233Z" } }, - "source": [ - "run_a_net(SimpleNet(syn_cls=GABAa))" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\mixin.py:399: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/mixin.py:498: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", " warnings.warn('Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.', UserWarning)\n" ] }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 7 + "source": [ + "run_a_net(SimpleNet(syn_cls=GABAa))" + ] }, { "cell_type": "markdown", @@ -386,14 +424,22 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "a279dc2450543578", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:57:26.421249Z", "start_time": "2025-10-06T03:57:26.417519Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:06.539808Z", + "iopub.status.busy": "2026-07-08T14:18:06.539660Z", + "iopub.status.idle": "2026-07-08T14:18:06.543112Z", + "shell.execute_reply": "2026-07-08T14:18:06.542162Z" } }, + "outputs": [], "source": [ "class NMDA(bp.Projection):\n", " def __init__(self, pre, post, delay, prob, g_max, E=0.0):\n", @@ -406,64 +452,62 @@ " out=bp.dyn.MgBlock(E=E), \n", " post=post, \n", " )" - ], - "outputs": [], - "execution_count": 8 + ] }, { "cell_type": "code", + "execution_count": 9, "id": "b11198c97572b729", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:57:27.563427Z", "start_time": "2025-10-06T03:57:26.444618Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:06.544602Z", + "iopub.status.busy": "2026-07-08T14:18:06.544465Z", + "iopub.status.idle": "2026-07-08T14:18:07.134119Z", + "shell.execute_reply": "2026-07-08T14:18:07.133370Z" } }, - "source": [ - "run_a_net(SimpleNet(NMDA))" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\mixin.py:399: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/mixin.py:498: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", " warnings.warn('Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.', UserWarning)\n" ] }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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+ ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 9 + "source": [ + "run_a_net(SimpleNet(NMDA))" + ] }, { "cell_type": "markdown", @@ -487,14 +531,22 @@ }, { "cell_type": "code", + "execution_count": 10, "id": "b7078ca6ef397484", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:57:27.594319Z", "start_time": "2025-10-06T03:57:27.589515Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:07.136090Z", + "iopub.status.busy": "2026-07-08T14:18:07.135953Z", + "iopub.status.idle": "2026-07-08T14:18:07.139199Z", + "shell.execute_reply": "2026-07-08T14:18:07.138523Z" } }, + "outputs": [], "source": [ "class SimpleNet5(bp.DynSysGroup):\n", " def __init__(self, freqs=10.):\n", @@ -512,20 +564,26 @@ " \n", " # monitor the following variables\n", " return self.syn.proj.refs['syn'].g, self.post.V" - ], - "outputs": [], - "execution_count": 10 + ] }, { "cell_type": "code", + "execution_count": 11, "id": "84474893991838b8", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:57:27.604099Z", "start_time": "2025-10-06T03:57:27.600428Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:07.140742Z", + "iopub.status.busy": "2026-07-08T14:18:07.140608Z", + "iopub.status.idle": "2026-07-08T14:18:07.143547Z", + "shell.execute_reply": "2026-07-08T14:18:07.142704Z" } }, + "outputs": [], "source": [ "def compare_freqs(freqs):\n", " fig, _ = bp.visualize.get_figure(1, 1, 4.5, 6.)\n", @@ -538,107 +596,96 @@ " plt.legend()\n", " plt.ylabel('g')\n", " plt.show()" - ], - "outputs": [], - "execution_count": 11 + ] }, { "cell_type": "code", + "execution_count": 12, "id": "fd22b842d81a33f0", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:57:31.379730Z", "start_time": "2025-10-06T03:57:27.611449Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:07.144971Z", + "iopub.status.busy": "2026-07-08T14:18:07.144846Z", + "iopub.status.idle": "2026-07-08T14:18:09.056777Z", + "shell.execute_reply": "2026-07-08T14:18:09.055832Z" } }, - "source": [ - "compare_freqs([10., 100., 1000., 10000.])" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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"_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + } + }, + "version_major": 2, + "version_minor": 0 + } } }, "nbformat": 4, diff --git a/docs/tutorial_building/overview_of_dynamic_model.ipynb b/docs/tutorial_building/overview_of_dynamic_model.ipynb index f5494fdef..eb0b4580d 100644 --- a/docs/tutorial_building/overview_of_dynamic_model.ipynb +++ b/docs/tutorial_building/overview_of_dynamic_model.ipynb @@ -28,12 +28,28 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:45.085704Z", "start_time": "2025-10-06T03:57:41.320051Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:16.854192Z", + "iopub.status.busy": "2026-07-08T14:18:16.854051Z", + "iopub.status.idle": "2026-07-08T14:18:20.628492Z", + "shell.execute_reply": "2026-07-08T14:18:20.627738Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ "import numpy as np\n", "\n", @@ -41,27 +57,29 @@ "import brainpy.math as bm\n", "\n", "bm.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "code", + "execution_count": 2, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:57:45.098508Z", "start_time": "2025-10-06T03:57:45.092517Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:20.630626Z", + "iopub.status.busy": "2026-07-08T14:18:20.630396Z", + "iopub.status.idle": "2026-07-08T14:18:20.634712Z", + "shell.execute_reply": "2026-07-08T14:18:20.634056Z" } }, - "source": [ - "bp.__version__" - ], "outputs": [ { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 2, @@ -69,7 +87,9 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -87,12 +107,20 @@ }, { "cell_type": "code", + "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:47.113966Z", "start_time": "2025-10-06T03:57:45.110583Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:20.636195Z", + "iopub.status.busy": "2026-07-08T14:18:20.636070Z", + "iopub.status.idle": "2026-07-08T14:18:22.645449Z", + "shell.execute_reply": "2026-07-08T14:18:22.644547Z" } }, + "outputs": [], "source": [ "hh = bp.dyn.HH(size=1) # only 1 neuron\n", "\n", @@ -101,9 +129,7 @@ "hh = bp.dyn.HH(size=(10, 10), keep_size=True) # a grid of (10, 10) neurons in a group\n", "\n", "hh = bp.dyn.HH(size=(5, 4, 2), keep_size=True) # a column of (5, 4, 2) neurons in a group" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -119,17 +145,19 @@ }, { "cell_type": "code", + "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:49.898327Z", "start_time": "2025-10-06T03:57:49.475742Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:22.647331Z", + "iopub.status.busy": "2026-07-08T14:18:22.647147Z", + "iopub.status.idle": "2026-07-08T14:18:23.037627Z", + "shell.execute_reply": "2026-07-08T14:18:23.036694Z" } }, - "source": [ - "hh = bp.dyn.HH(5) # there are five neurons in this group\n", - "\n", - "hh.gNa" - ], "outputs": [ { "data": { @@ -142,7 +170,11 @@ "output_type": "execute_result" } ], - "execution_count": 4 + "source": [ + "hh = bp.dyn.HH(5) # there are five neurons in this group\n", + "\n", + "hh.gNa" + ] }, { "cell_type": "markdown", @@ -157,22 +189,24 @@ }, { "cell_type": "code", + "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:50.008271Z", "start_time": "2025-10-06T03:57:49.916960Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:23.039199Z", + "iopub.status.busy": "2026-07-08T14:18:23.039015Z", + "iopub.status.idle": "2026-07-08T14:18:23.109012Z", + "shell.execute_reply": "2026-07-08T14:18:23.108185Z" } }, - "source": [ - "hh = bp.dyn.HH(5, gNa=bm.random.uniform(110, 130, size=5))\n", - "\n", - "hh.gNa" - ], "outputs": [ { "data": { "text/plain": [ - "Array(value=Array([129.42786 , 128.68614 , 128.45786 , 117.05074 , 118.092705], dtype=float32), dtype=float32)" + "Array(value=Array([121.964 , 114.96408, 119.32554, 126.0287 , 117.36221]), dtype=float32)" ] }, "execution_count": 5, @@ -180,7 +214,11 @@ "output_type": "execute_result" } ], - "execution_count": 5 + "source": [ + "hh = bp.dyn.HH(5, gNa=bm.random.uniform(110, 130, size=5))\n", + "\n", + "hh.gNa" + ] }, { "cell_type": "markdown", @@ -193,22 +231,24 @@ }, { "cell_type": "code", + "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:50.053975Z", "start_time": "2025-10-06T03:57:50.028040Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:23.110610Z", + "iopub.status.busy": "2026-07-08T14:18:23.110462Z", + "iopub.status.idle": "2026-07-08T14:18:23.136441Z", + "shell.execute_reply": "2026-07-08T14:18:23.135535Z" } }, - "source": [ - "hh = bp.dyn.HH(5, ENa=bp.init.OneInit(50.))\n", - "\n", - "hh.ENa" - ], "outputs": [ { "data": { "text/plain": [ - "Array([50., 50., 50., 50., 50.], dtype=float32)" + "Array(value=Array([50., 50., 50., 50., 50.]), dtype=float32)" ] }, "execution_count": 6, @@ -216,7 +256,11 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "hh = bp.dyn.HH(5, ENa=bp.init.OneInit(50.))\n", + "\n", + "hh.ENa" + ] }, { "cell_type": "markdown", @@ -229,22 +273,24 @@ }, { "cell_type": "code", + "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:50.184453Z", "start_time": "2025-10-06T03:57:50.075208Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:23.137975Z", + "iopub.status.busy": "2026-07-08T14:18:23.137802Z", + "iopub.status.idle": "2026-07-08T14:18:23.227063Z", + "shell.execute_reply": "2026-07-08T14:18:23.226326Z" } }, - "source": [ - "hh = bp.dyn.HH(5, ENa=lambda shape: bm.random.uniform(40, 60, shape))\n", - "\n", - "hh.ENa" - ], "outputs": [ { "data": { "text/plain": [ - "Array([49.574463, 52.405983, 46.290466, 42.11034 , 48.007538], dtype=float32)" + "Array([49.88189 , 45.939095, 59.01423 , 59.800774, 46.623978], dtype=float32)" ] }, "execution_count": 7, @@ -252,7 +298,11 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "hh = bp.dyn.HH(5, ENa=lambda shape: bm.random.uniform(40, 60, shape))\n", + "\n", + "hh.ENa" + ] }, { "cell_type": "markdown", @@ -263,70 +313,70 @@ }, { "cell_type": "code", + "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:50.648694Z", "start_time": "2025-10-06T03:57:50.191570Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:23.228702Z", + "iopub.status.busy": "2026-07-08T14:18:23.228559Z", + "iopub.status.idle": "2026-07-08T14:18:23.692071Z", + "shell.execute_reply": "2026-07-08T14:18:23.691156Z" } }, + "outputs": [], "source": [ "# we create 3 neurons in a group. Each neuron has a unique \"gNa\"\n", "\n", "model = bp.dyn.HH(3, gNa=bp.init.Uniform(min_val=100, max_val=140))" - ], - "outputs": [], - "execution_count": 8 + ] }, { "cell_type": "code", + "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:50.925019Z", "start_time": "2025-10-06T03:57:50.657199Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:23.693769Z", + "iopub.status.busy": "2026-07-08T14:18:23.693564Z", + "iopub.status.idle": "2026-07-08T14:18:23.917357Z", + "shell.execute_reply": "2026-07-08T14:18:23.916298Z" } }, - "source": [ - "inputs = np.ones(int(100./ bm.dt)) * 6. # 100 ms\n", - "runner = bp.DSRunner(model, monitors=['V'])\n", - "runner.run(inputs=inputs)\n", - "\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, plot_ids=[0, 1, 2], show=True)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 9, @@ -334,7 +384,13 @@ "output_type": "execute_result" } ], - "execution_count": 9 + "source": [ + "inputs = np.ones(int(100./ bm.dt)) * 6. # 100 ms\n", + "runner = bp.DSRunner(model, monitors=['V'])\n", + "runner.run(inputs=inputs)\n", + "\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, plot_ids=[0, 1, 2], show=True)" + ] }, { "cell_type": "markdown", @@ -345,12 +401,20 @@ }, { "cell_type": "code", + "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:51.018020Z", "start_time": "2025-10-06T03:57:50.936765Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:23.919081Z", + "iopub.status.busy": "2026-07-08T14:18:23.918934Z", + "iopub.status.idle": "2026-07-08T14:18:23.977268Z", + "shell.execute_reply": "2026-07-08T14:18:23.976435Z" } }, + "outputs": [], "source": [ "hh = bp.dyn.HH(\n", " 3,\n", @@ -358,47 +422,39 @@ " m_initializer=lambda shape: bm.random.random(shape), # function\n", " h_initializer=bm.random.random(3), # Array\n", ")" - ], - "outputs": [], - "execution_count": 10 + ] }, { "cell_type": "code", + "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:51.030862Z", "start_time": "2025-10-06T03:57:51.027463Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:23.978964Z", + "iopub.status.busy": "2026-07-08T14:18:23.978822Z", + "iopub.status.idle": "2026-07-08T14:18:23.982292Z", + "shell.execute_reply": "2026-07-08T14:18:23.981483Z" } }, - "source": [ - "print('V: ', hh.V)\n", - "print('m: ', hh.m)\n", - "print('h: ', hh.h)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "V: Variable(\n", - " value=ShapedArray(float32[3]),\n", - " _batch_axis=None,\n", - " axis_names=None\n", - ")\n", - "m: Variable(\n", - " value=ShapedArray(float32[3]),\n", - " _batch_axis=None,\n", - " axis_names=None\n", - ")\n", - "h: Variable(\n", - " value=ShapedArray(float32[3]),\n", - " _batch_axis=None,\n", - " axis_names=None\n", - ")\n" + "V: [-75.85769 -66.60134 -61.962894]\n", + "m: [0.7970022 0.43790758 0.04249489]\n", + "h: [0.51613116 0.44131505 0.30427945]\n" ] } ], - "execution_count": 11 + "source": [ + "print('V: ', hh.V)\n", + "print('m: ', hh.m)\n", + "print('h: ', hh.h)" + ] }, { "cell_type": "markdown", @@ -416,13 +472,21 @@ }, { "cell_type": "code", + "execution_count": 12, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:57:51.065494Z", "start_time": "2025-10-06T03:57:51.061594Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:23.983990Z", + "iopub.status.busy": "2026-07-08T14:18:23.983845Z", + "iopub.status.idle": "2026-07-08T14:18:23.987288Z", + "shell.execute_reply": "2026-07-08T14:18:23.986485Z" } }, + "outputs": [], "source": [ "class Exponential(bp.Projection):\n", " def __init__(self, pre, post, prob, weight, delay=None, tau=5., E=0.):\n", @@ -435,26 +499,30 @@ " out=bp.dyn.COBA.desc(E=E),\n", " post=post\n", " )" - ], - "outputs": [], - "execution_count": 12 + ] }, { "cell_type": "code", + "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:54.431409Z", "start_time": "2025-10-06T03:57:51.152802Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:23.988748Z", + "iopub.status.busy": "2026-07-08T14:18:23.988622Z", + "iopub.status.idle": "2026-07-08T14:18:26.195706Z", + "shell.execute_reply": "2026-07-08T14:18:26.194768Z" } }, + "outputs": [], "source": [ "neu = bp.dyn.Lif(10)\n", "\n", "# here we create a synaptic projection within a population\n", "syn = Exponential(neu, neu, 0.02, 0.1)" - ], - "outputs": [], - "execution_count": 13 + ] }, { "cell_type": "markdown", @@ -465,43 +533,53 @@ }, { "cell_type": "code", + "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:55.141379Z", "start_time": "2025-10-06T03:57:54.448445Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:26.197696Z", + "iopub.status.busy": "2026-07-08T14:18:26.197537Z", + "iopub.status.idle": "2026-07-08T14:18:26.516797Z", + "shell.execute_reply": "2026-07-08T14:18:26.516095Z" } }, + "outputs": [], "source": [ "syn = Exponential(neu, neu, 0.5, weight=bp.init.Uniform(min_val=0.1, max_val=1.))" - ], - "outputs": [], - "execution_count": 14 + ] }, { "cell_type": "code", + "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:55.152680Z", "start_time": "2025-10-06T03:57:55.147292Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:26.519122Z", + "iopub.status.busy": "2026-07-08T14:18:26.518950Z", + "iopub.status.idle": "2026-07-08T14:18:26.522768Z", + "shell.execute_reply": "2026-07-08T14:18:26.521932Z" } }, - "source": [ - "syn.proj.comm.weight" - ], "outputs": [ { "data": { "text/plain": [ - "Array(value=Array([0.7682079 , 0.49406433, 0.40735582, 0.46180466, 0.6867348 ,\n", - " 0.570457 , 0.4389796 , 0.77982205, 0.9423502 , 0.19656381,\n", - " 0.8034414 , 0.9204548 , 0.6209335 , 0.55274016, 0.8812761 ,\n", - " 0.47911286, 0.2858022 , 0.70651686, 0.36330226, 0.13274 ,\n", - " 0.5347911 , 0.42947653, 0.8408286 , 0.8657893 , 0.18790393,\n", - " 0.9118224 , 0.72787035, 0.74939704, 0.29419395, 0.3225079 ,\n", - " 0.54701155, 0.35412824, 0.80846816, 0.6750682 , 0.74505454,\n", - " 0.7918567 , 0.8232436 , 0.7089354 , 0.9901158 , 0.5856384 ,\n", - " 0.20930044, 0.38322443, 0.15972926, 0.7810721 , 0.8160317 ,\n", - " 0.53544503, 0.1555287 , 0.28004447, 0.9976924 , 0.29718494], dtype=float32),\n", + "Array(value=Array([0.8182475 , 0.50068307, 0.5604383 , 0.61674625, 0.34366935,\n", + " 0.8303397 , 0.31406322, 0.12254729, 0.9452835 , 0.55875474,\n", + " 0.98949784, 0.32752138, 0.1918692 , 0.517377 , 0.7244765 ,\n", + " 0.94373626, 0.6020919 , 0.37624103, 0.24454296, 0.14668192,\n", + " 0.21454383, 0.37831372, 0.58141625, 0.8673099 , 0.26157272,\n", + " 0.26449087, 0.21534571, 0.2265847 , 0.74253076, 0.2971254 ,\n", + " 0.25527757, 0.60748726, 0.4511459 , 0.6689552 , 0.8047513 ,\n", + " 0.22864936, 0.9360181 , 0.16748792, 0.8917062 , 0.780572 ,\n", + " 0.2728939 , 0.91295713, 0.37367156, 0.7634792 , 0.46626756,\n", + " 0.88471574, 0.57537776, 0.6874791 , 0.18925662, 0.6548849 ], dtype=float32),\n", " dtype=float32)" ] }, @@ -510,7 +588,9 @@ "output_type": "execute_result" } ], - "execution_count": 15 + "source": [ + "syn.proj.comm.weight" + ] }, { "cell_type": "markdown", @@ -549,68 +629,69 @@ }, { "cell_type": "code", + "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:55.186317Z", "start_time": "2025-10-06T03:57:55.168861Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:26.524715Z", + "iopub.status.busy": "2026-07-08T14:18:26.524581Z", + "iopub.status.idle": "2026-07-08T14:18:26.538559Z", + "shell.execute_reply": "2026-07-08T14:18:26.537835Z" } }, + "outputs": [], "source": [ "hh = bp.dyn.HH(5, gNa=bm.Variable(bm.asarray([120.])))\n", "runner = bp.DSRunner(hh, monitors=['V'])" - ], - "outputs": [], - "execution_count": 16 + ] }, { "cell_type": "code", + "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:55.678237Z", "start_time": "2025-10-06T03:57:55.193186Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:26.540727Z", + "iopub.status.busy": "2026-07-08T14:18:26.540585Z", + "iopub.status.idle": "2026-07-08T14:18:26.721693Z", + "shell.execute_reply": "2026-07-08T14:18:26.721003Z" } }, - "source": [ - "# the first running\n", - "inputs = np.ones(int(100./ bm.dt)) * 6. # 100 ms\n", - "runner.run(inputs=inputs)\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, show=True)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 17, @@ -618,59 +699,57 @@ "output_type": "execute_result" } ], - "execution_count": 17 + "source": [ + "# the first running\n", + "inputs = np.ones(int(100./ bm.dt)) * 6. # 100 ms\n", + "runner.run(inputs=inputs)\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, show=True)" + ] }, { "cell_type": "code", + "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:55.944108Z", "start_time": "2025-10-06T03:57:55.697781Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:26.723474Z", + "iopub.status.busy": "2026-07-08T14:18:26.723316Z", + "iopub.status.idle": "2026-07-08T14:18:26.919602Z", + "shell.execute_reply": "2026-07-08T14:18:26.918740Z" } }, - "source": [ - "# change the gNa first\n", - "hh.gNa[:] = 50.\n", - "\n", - "# the second running\n", - "runner.run(inputs=inputs)\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, show=True)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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ioox3RkREJA+fA87KlSshCEKX24kTJ+BqrcFYvXo1Zs+ejfT0dBQUFEAQBGzatKldmc8++yxKSkqwdetWnDlzBsuXL/fP07VatWoVzGazZ6uoqPBr+d+lFMU+NUz8eI27xmpEQufz33yXIAiYkhqHj49fhCT1nWchIiLyhs99cFasWIEFCxZ0eUxKSgqqq6sBtO9zo9FokJKSgvLy9ksBxMfHIz4+HqmpqYiOjsaECROwdu1aJCQkXFN2fHw8Ll5sX6vgdDpRV1eH+Pj4Du9Ho9FAo9F483h+0ddWEzfW1EMfqkJchG/vYEpqHN7Yfx4nLzTgpvgIme6OiIjI/3wOOLGxsYiNje32uPT0dGg0GhiNRmRmZgIAHA4HysrKkJSU1Ol5bTU/dru9w/3jxo2DyWTCwYMHkZ6eDgAoKiqCy+VCRkaGr48ji762FtWJGgtuio/wuoNxmx+mDECISsS/jBcZcIiI6LoiWx8cnU6HnJwc5OXlYceOHTAajZ4RU3PmzAEAfPDBBygoKEBpaSnKysqwbds25OTkYPz48UhOTgYAFBcXIzU1FZWVlQCAESNGICsrC4sWLUJxcTE+/fRT5Obm4uc//3mfGEEFAIo+thbViep6pMZ73zzVJkSlwNjkaOw7fVmGuyIiIpKPbMPEASA/Px9KpRLZ2dmw2WzIyMhAUVER9Ho9AECr1eKVV17BsmXLYLfbYTAYcN9992HlypWeMqxWK4xGIxyOb2fVfeutt5Cbm4s777wToihi9uzZeO655+R8FJ+oFAIcfWQeHFtzC8pqG/EfCSk9On/C8Bj8acdJDhcnIqLriiB9D3uQWiwWREZGwmw2Q6fzvWajO0/+3zHsOXUJu5Z3Ptw9UI58Y8K9//0p/rl0PEYZonw+/1iVBT9+bi/e/mUG7hjW/TIPREREcvHl+5trUclApew7NTjGmnoAwI0Dw3t0fmp8BAaEqbGXzVRERHQdYcCRgaoPDRM/d7kRiZEhCFX3rDVSFAWMHxaDTxlwiIjoOsKAIwP3Ug19owanrLYRSQPCelVG5vAYfF1pxpXGZj/dFRERkbwYcGSg7EOdjM9dtiI5ppcBZ1gMJAn47AyXbSAiousDA44MVAqhTzRRSZKE87WNuCGm+xXEu5IYpUVKbBiHixMR0XWDAUcGKoUIRx+YyfhivR3W5hYk97KJCgAmDIvBvtOX/HBXRERE8mPAkYFSIfaJmYzPXW4EANzQyyYqABg/LAYVdTacr23sdVlERERyY8CRgUoU0OKS4ArybMZllxshCIAhundNVADww6EDoBAF7D3FZioiIur7GHBkoFK4X2uwm6nO1TYiMVLrlxmIdSEqjDJEYR8DDhERXQcYcGSgVLgXtQx2R+Oyy41+aZ5qkzksBp+dudyn1tkiIiLqCAOODNStNTjBDjgVdTa/NE+1mTA8BpYmJ76uNPutTCIiIjkw4MhA2RpwmoM8F06lyYbBeq3fyrvNEIVwjRL7TnE0FRER9W0MODLwNFEFsQ9OfZMDZpvDrwFHpRDxw5QB7GhMRER9HgOODPpCE1WlyQYAfg04gLuZqqT8ChrtTr+WS0RE5E8MODJQiu4anGA2UVVecQecQVH+64MDuNelcrRIKD5X59dyiYiI/IkBRwbKPlKDo1IIiIvQ+LXclJgwJEaGsJmKiIj6NAYcGbQ1UQVzwc1vrtiQGKWF2Fqb5C+CIGA8l20gIqI+jgFHBm2djIMZcCqv2DAoyr/9b9pkDo/ByQsNuGBpkqV8IiKi3mLAkUHbTMbOIE6I941JvoAzflgMAHBWYyIi6rMYcGSgaqvBcQa3Bmew3r8djNvEhGuQlqDDvtMMOERE1Dcx4MhA6VmLKjg1OE2OFlxusGOQn4eIX23C8BjsO30ZksRlG4iIqO9hwJFBsGtwaszuvjGJkSGyXWPC8FhcqrfjeHW9bNcgIiLqKQYcGajEtj44wQk41a0BZ6CMAWfsDXqEa5T4+PgF2a5BRETUUww4MlAp24aJB6f5pm10U7xOvoCjUSow8cZY7GLAISKiPogBRwZtMxkHa5h4jaUJESFKhGmUsl5nalocDn9j5nBxIiLqcxhwZKAK8kzGNeYmWWtv2ky+KQ4KUcDHxy/Kfi0iIiJfMODIQCEKEAXAEaQ+OBcsTYiXsf9Nm6hQNcYm69lMRUREfQ4DjkyUCjFoo6iqzU0YGIAaHACYOmIg9p2+DGszVxcnIqK+Q95OGt9jKlEI2kzGFyxNyGydbVhu/5Y2EE9tO449Jy8j65b4gFzTG5IkoazWigPn6nD6UgMqTTY0NbegucWFMLUSUaEqDIrSYmhcOIbHhSMlNhwKP6/bRUREwcOAIxOVUkRzEDoZt7gkXKy3yzpE/GpJA8IwIkGHwiNVfSLgVJls+N8vK7ClpBLldVYIAjBYr4VBH4pQtRK6EBXq7U5UVduw/WgNTFYHACBCo8SoIVEYkxSNscl6jB6ih1atCPLTEBFRTzHgyEQpikHpZFzbYEeLS0JCgJqoAGDmqET8eddJNNidCJd55FZnLliasLHoFN45UAG1QsTdIxOQNyMNP7ghGhEhqg7PkSQJtY3NOFlTj5LyKzh4/gr+tu8snt3lhEoh4NZBkfjBDQOQkRKN9CQ9dJ2UQ0REfY/s30bbtm3Dk08+iSNHjiAkJAQTJ07EP//5TwBAbW0t5s2bhyNHjqC2thZxcXGYOXMmnn76aeh0ug7LKysrw+9+9zsUFRWhpqYGiYmJeOCBB7B69Wqo1Wq5H8draoUAZxBqcGra5sAJUA0OAMy4LRF/+PAEdhytwX23Dw7YdQHA5ZLw1hfn8cftRqgUAlZMuwkP/DDJq6AlCAJiwjWIGabBHa1Nei6XhFMXG1B8rhZfnKvD5pJv8NInZyAKQFqiDj9IHoAf3OAOPDHhaghCYJu1JEmC3emCpckBW3MLHC0uOFqk1v91odkpwelywSUBAgBRECAI7p+Fq34WRQGiIHg6xH/7swCF6D5W0fqZILg7zisEwf15288i2h8juM8X+1FTX2dLkXT0cWf/nOmojM6P7ajcDs734d9OXE2FgkWlEDxLFwWDrAFn8+bNWLRoEZ5++mlMmTIFTqcTpaWlnv2iKGLmzJl46qmnEBsbi9OnT2Pp0qWoq6vD22+/3WGZJ06cgMvlwssvv4xhw4ahtLQUixYtQmNjIzZs2CDn4/hEqRDRHIQanLZlGgLVyRgABkVp8YPkaGz9qiqgAae2wY5H3/kKe09dxv0ZQ/CbrFREantXyyKKAm6Kj8BN8RHIHpcMSZJwvtaK4nN1+PxcLXYcq8H/fHoOAKAPVWH4wAgMjwvHYH0oBuo0GKgLQUy4BqFqBbRqBbQqBRSigBaXBKdLQovLHUbqm5xosDtR3+RAfdPV/+uEpYPP2n62NDmCNoGkL9qCU4cBsJPb9/aLXK4gQUT+tWHObfj39MD+o/dqsgUcp9OJRx55BPn5+Vi4cKHn87S0NM/Per0eS5Ys8fyelJSEhx9+GPn5+Z2Wm5WVhaysLM/vKSkpMBqNePHFF/tYwAlODc4FSxOUooABYYGtzbp3VCLy3j+KS/V2xEZoZL/ewfNXsPStEjhdLry5MAOZw+XpVC0IApJjwpAcE4afjjUAACpNNnz9jQmnLjTg5MUGHDx/BYVHqmG2OXp1rVC1AhEh7n5CESFKRISoEB2mRtKAMOhClNBp2z5XIkKjQqhaAbVShFIhQqUQoFa4f1aK7loUSZIgSe4vcwnun12SO0ZIkoQWl/v3Fpd7X4vnZ/f/uqRv97uk1s3lPs7Vur9F+vb4q8txXXVMRxmn0zqeTmrEOju+47I7KaOTQjr6uPNjfSik07L98Iw+3l+AKxqJAACjDfqgXl+2gFNSUoLKykqIoojRo0ejpqYGo0aNQn5+Pm655ZYOz6mqqsKWLVswceJEn65lNpsRHR3d6X673Q673e753WKx+FR+T6gVYlBmMm4LGIFuJrhnZAKeLDyGzSXfIGfiUFmvtefkJSz++5e4JTESz8+7PaC1VYC7xmpQlBZZ3/lj3ORowUWLHZcammBrdsHmaIHN0QJni8sTPBSiAJVCQJjaHWDaAk2YRhHUqlwiov5GtoBz9uxZAMC6devwzDPPIDk5GX/6058wadIknDx5sl0gmTt3LrZu3QqbzYYZM2bg1Vdf9fo6p0+fxsaNG7usvVm/fj2eeOKJnj9MDygVAhxBGCZ+qSEwNSjfFRWqxj23JuDtL8qxeEKKbAFrx9Ea5L59CJnDY/DCvNsRouo7I51CVAoMGRCKIQNCg30rRETfez7/k3HlypWtnRU739r6yQDA6tWrMXv2bKSnp6OgoACCIGDTpk3tynz22WdRUlKCrVu34syZM1i+fLlX91JZWYmsrCzMmTMHixYt6vS4VatWwWw2e7aKigpfH9tn7lFUQarBCQ98wAGAeT9MQnmdFXtOXZKl/K1fVWLJWyWYmhaHlx5I71PhhoiI+hafa3BWrFiBBQsWdHlMSkoKqqurAbTvc6PRaJCSkoLy8vJ2x8fHxyM+Ph6pqamIjo7GhAkTsHbtWiQkJHR6jaqqKkyePBl33HEH/vrXv3Z5PxqNBhpNYL/03U1UQajBqbcjNb7jEWhyu31IFNISdPjbvnOYdFOcX8t+50A5Vm75Gj8ZPQj/NXskm3OIiKhLPgec2NhYxMbGdntceno6NBoNjEYjMjMzAQAOhwNlZWVISkrq9Ly2mp+r+8x8V2VlJSZPnuypFRLFvvdlp1QIQemDc7mhOShNVIC782TOpKH49T8O4cg3JowcHOWXcv9n3zk8WXgMD/xwCJ6895Z+NQyZiIjkIVsy0Ol0yMnJQV5eHnbs2AGj0egZMTVnzhwAwAcffICCggKUlpairKwM27ZtQ05ODsaPH4/k5GQAQHFxMVJTU1FZWQnAHW4mTZqEIUOGYMOGDbh06RJqampQU1Mj16P0iEoR+In+JEkK2Cimztx9awJuiAnD87tP+6W853efxpOFx7D4Ryn43UyGGyIi8o6s8+Dk5+dDqVQiOzsbNpsNGRkZKCoqgl7vHjqm1WrxyiuvYNmyZbDb7TAYDLjvvvuwcuVKTxlWqxVGoxEOh3sI7s6dO3H69GmcPn0agwe3H1/f2aRcwaAKQg2OxeZEc4srqAFHIQpYOnkY/t+mw/iyrA5jkjsf3dYVSZKQ/5ERL/zrDJZNvRG/vnNYwCfVIyKi65cg9aVUECAWiwWRkZEwm82dzpjcWzl/PwirowVv/OIHspTfkdMX6zH1mT343/8Yhx/c0LNg4Q8ul4RZL3wKlyRh69JMnxexdLkkPFl4DK99VobVPx6BRT9KkelOiYjoeuLL93ff67zST6iUIhzOwNbgXKpvBoCg1uAA7tmA82bcjNJKC/6276xP5zY7XXj0na/w+v4y/P4ntzDcEBFRjzDgyEQlCnC6AhxwGtwds4MdcAAgPUmPxT9KwX9tN+KrCpNX55itDix8/QC2l9bg+ftvx7yMzjujExERdYUBRyaqIAwTv1Rvh1alQJi6b8wP8/+m3YRbBkVi4WsHcPJCfZfHllaaMeO/9+HIN2a89tBY/PjWzqcIICIi6g4DjkyCMUz8Ur0dMRGBX+G6M2qliIIFYxEbocHP//o5ik5cuOaYK43NWP/hccx6/lPotEoU/irTs7I3ERFRT8k6iur7LBjDxC83BG8W487ow9R4e9EPsfx/v8IvXvsStxmikDlsADRKBY5VWfCvkxchScCv7xyO/5iYAo2yb9Q+ERHR9Y0BRyYqhQBHoPvgBHkOnM5Eh6lRsGAsPj5+Ee98WYEtJZVwtLgwNDYcv5oyHD8fa8CAPhbMiIjo+saAIxNlEFYTv1Rvx+1JUQG9prcEQcDUtIGYmjYw2LdCRETfA+yDIxOVKASliSqGNSFEREQMOHJRBbgGp8UlobYxeOtQERER9SUMODJRBniY+BVrM1pcUp/rZExERBQMDDgyUSkEOANYg3Opvu9M8kdERBRsDDgyCfREf7UN7mUa2AeHiIiIAUc2ytZh4oFay7S20V2DEx2mDsj1iIiI+jIGHJmoFCIkyd35NxDqGpuhUYoI7SPLNBAREQUTA45MVAr3cgnOAAacAWF9Z5kGIiKiYGLAkYlSdL/aQA0Vr21shp7NU0RERAAYcGSjUrQFnMDU4FxpbGb/GyIiolYMODLxNFEFsAZnAAMOERERAAYc2XhqcALYByc6jEPEiYiIAAYc2Shba3AczsDU4NQ1NmNAOGtwiIiIAAYc2XzbB0f+gNPiknDF2gx9KAMOERERwIAjm0B2MjbbHJAkTvJHRETUhgFHJuoA1uDUtc5izCYqIiIiNwYcmaiV7j44zQEIOG3rULEGh4iIyI0BRyaeJqoAdDKua3QHHA4TJyIicmPAkYla6X61gajBqbM2QyEK0IWoZL8WERHR9YABRyZtNTjNgajBaWiGPlQFUeQ6VERERAADjmwCOYqqlss0EBERtcOAIxONMpCjqBhwiIiIrsaAI5OANlE1NmMAl2kgIiLyYMCRiUIUoBCFwHQybmyGPowdjImIiNrIHnC2bduGjIwMaLVa6PV6zJo1y7OvtrYWWVlZSExMhEajgcFgQG5uLiwWi1dl2+12jBo1CoIg4KuvvpLnAXpBpRAC2ETFGhwiIqI2sgaczZs3Izs7Gw899BAOHz6MTz/9FPfff/+3FxdFzJw5E++//z5OnjyJ1157Dbt27UJOTo5X5f/nf/4nEhMT5br9XlMpRNmbqCRJam2iYh8cIiKiNkq5CnY6nXjkkUeQn5+PhQsXej5PS0vz/KzX67FkyRLP70lJSXj44YeRn5/fbfkffvghduzYgc2bN+PDDz/07837iUYpyl6D02B3ornFxU7GREREV5GtBqekpASVlZUQRRGjR49GQkICpk+fjtLS0k7PqaqqwpYtWzBx4sQuy75w4QIWLVqEv//97wgNDe32Xux2OywWS7stEFQKEc0yDxPnLMZERETXki3gnD17FgCwbt06rFmzBoWFhdDr9Zg0aRLq6uraHTt37lyEhoZi0KBB0Ol0ePXVVzstV5IkLFiwADk5ORgzZoxX97J+/XpERkZ6NoPB0PMH80EgmqjaAo6eAYeIiMjD54CzcuVKCILQ5XbixAm4XO4v9tWrV2P27NlIT09HQUEBBEHApk2b2pX57LPPoqSkBFu3bsWZM2ewfPnyTq+/ceNG1NfXY9WqVV7f86pVq2A2mz1bRUWFr4/dI+oANFGxBoeIiOhaPvfBWbFiBRYsWNDlMSkpKaiurgbQvs+NRqNBSkoKysvL2x0fHx+P+Ph4pKamIjo6GhMmTMDatWuRkJBwTdlFRUXYv38/NJr2o4bGjBmDefPm4fXXX7/mHI1Gc83xgaBSyB9walmDQ0REdA2fA05sbCxiY2O7PS49PR0ajQZGoxGZmZkAAIfDgbKyMiQlJXV6XlvNj91u73D/c889h6eeesrze1VVFe666y688847yMjI8OVRZKdWCAFpotKFKD0TCxIREZGMo6h0Oh1ycnKQl5cHg8GApKQkz+ioOXPmAAA++OADXLhwAWPHjkV4eDiOHj2Kxx57DOPHj0dycjIAoLi4GPPnz8fHH3+MQYMGYciQIe2uEx4eDgAYOnQoBg8eLNfj9IhaKco+0d8VK5dpICIi+i7ZAg4A5OfnQ6lUIjs7GzabDRkZGSgqKoJerwcAaLVavPLKK1i2bBnsdjsMBgPuu+8+rFy50lOG1WqF0WiEw+GQ81Zl4W6ikncUldnqQGQoAw4REdHVBEmS5F/uuo+xWCyIjIyE2WyGTqeT7ToP/k8xQlQiXs72brRXT+T8/SBsjha8/osfyHYNIiKivsCX72923JCRexSVvPnRZGtGVCjXoSIiIroaA46M1AEYRWWyOhClZcAhIiK6GgOOjFQKAXaZR1GZbeyDQ0RE9F0MODIKxER/rMEhIiK6FgOOjOSe6K/J0QKbo4V9cIiIiL6DAUdGaqW8a1FZbO6h8ww4RERE7THgyEgt8zw4V6zugBOpZR8cIiKiqzHgyEju1cRN1tZ1qFiDQ0RE1A4DjozkXqrB5GmiYg0OERHR1RhwZCR3J2NzaxOVLkTWFTeIiIiuOww4MlIpBDjkbKKyNSMiRAklVxInIiJqh9+MMtLI3URldXAEFRERUQcYcGTUtpq4XOuZmmwORHEEFRER0TUYcGSkam06kmuouJk1OERERB1iwJGRWul+vXI1U5lszYjkMg1ERETXYMCRkacGR6aOxlcaWYNDRETUEQYcGamVAgDINlTczD44REREHWLAkZFaoQAA2GWqwTFZm1mDQ0RE1AEGHBmpFPLV4DQ7XWhsbuEsxkRERB1gwJGRSinfKCpz2zIN7GRMRER0DQYcGalbOxnLseCm2eZeaJNNVERERNdiwJGRnMPETda2hTYZcIiIiL6LAUdG3070J1/AieQoKiIiomsw4MjIU4MjQxOVydYWcFiDQ0RE9F0MODKScxSVydqMMLXCE6KIiIjoW/x2lJGmdR4cuZqoOESciIioYww4MlK1zmQsx0R/XIeKiIiocww4MpJzNXETVxInIiLqFAOOjJSiAEGQp4nKbHNAzyYqIiKiDjHgyEgQBKgUojyjqKwORLIGh4iIqEMMODJTK0R5OhnbmrlMAxERUScYcGSmVoqyzWTMPjhEREQdkzXgbNu2DRkZGdBqtdDr9Zg1a5ZnX21tLbKyspCYmAiNRgODwYDc3FxYLJZeldvXqBSC35uonC0u1Dc5EcVZjImIiDqklKvgzZs3Y9GiRXj66acxZcoUOJ1OlJaWevaLooiZM2fiqaeeQmxsLE6fPo2lS5eirq4Ob7/9do/L7Wvk6INjaXICAPvgEBERdUKWgON0OvHII48gPz8fCxcu9Hyelpbm+Vmv12PJkiWe35OSkvDwww8jPz+/V+X2NRql//vgXLG2riTOPjhEREQdkqWJqqSkBJWVlRBFEaNHj0ZCQgKmT5/eZU1LVVUVtmzZgokTJ/q1XACw2+2wWCzttkDRKBV+n+jv25XE2URFRETUEVkCztmzZwEA69atw5o1a1BYWAi9Xo9Jkyahrq6u3bFz585FaGgoBg0aBJ1Oh1dffdUv5V5t/fr1iIyM9GwGg8EPT+kdtVKE3eHfgGO2tdbgsImKiIioQz4FnJUrV0IQhC63EydOwOVyf6GvXr0as2fPRnp6OgoKCiAIAjZt2tSuzGeffRYlJSXYunUrzpw5g+XLl3d6fV/KvdqqVatgNps9W0VFhS+P3SsapQi7s8WvZbbV4HCpBiIioo751AdnxYoVWLBgQZfHpKSkoLq6GkD7vjEajQYpKSkoLy9vd3x8fDzi4+ORmpqK6OhoTJgwAWvXrkVCQsI1Zbd95k25V9NoNNBoNN0+nxw0KoXfh4mbrA5oVQqEqBR+LZeIiKi/8CngxMbGIjY2ttvj0tPTodFoYDQakZmZCQBwOBwoKytDUlJSp+e11dDY7Xa/lhtMaoX/m6hMNs6BQ0RE1BVZRlHpdDrk5OQgLy8PBoMBSUlJntFRc+bMAQB88MEHuHDhAsaOHYvw8HAcPXoUjz32GMaPH4/k5GQAQHFxMebPn4+PP/7Y00enu3L7Go1KhLm1SclfzFauJE5ERNQV2ebByc/Ph1KpRHZ2Nmw2GzIyMlBUVAS9Xg8A0Gq1eOWVV7Bs2TLY7XYYDAbcd999WLlypacMq9UKo9EIh8Phdbl9jUbp/3lwWINDRETUNUGSJCnYNxFoFosFkZGRMJvN0Ol0sl5r1ZYjOFZlwdbcTL+V+eD/FEOrUuCl7HS/lUlERNTX+fL9zbWoZCbLPDiswSEiIuoSA47M3MPE/T2KqpnLNBAREXWBAUdmajn64FgdXGiTiIioCww4MvP3RH8tLgmWJjZRERERdYUBR2YapcKv8+DUNzkgSVxok4iIqCsMODLTqETY/TiTsWeZBtbgEBERdYoBR2ZqhbsPjr9G45ts7oCj50riREREnWLAkZlG5X7F/hpJZbJyJXEiIqLuMODITKN0L4jpr4Bjbq3B4SgqIiKizjHgyEytcL9ifw0VN1kdUCtFhKj4n46IiKgz/JaU2bdNVP4ZKn7F2oworQqCIPilPCIiov6IAUdm/m6iMlk5Bw4REVF3GHBkplb6t4nKbOMsxkRERN1hwJGZRun/UVScA4eIiKhrDDgy8wQch3/64JhsDs5iTERE1A0GHJmp/VyDY2YfHCIiom4x4MisrZOx34aJ2xyI4izGREREXWLAkZk/ZzJ2uSSYrM2swSEiIuoGA47M2ib688c8OA3NTrgkzmJMRETUHQYcmWn8OEzc1Ni6TANrcIiIiLrEgCMzQRCgVop+aaIy2dwLbUZyFBUREVGXGHACQKMU/dJEZbKyBoeIiMgbDDgBoFGKsDv8UYPTFnDYB4eIiKgrDDgBoFEq0NzS+4BjtjZDKQoIUyv8cFdERET9FwNOAGj81QendZI/riRORETUNQacAFArRb8s1WCyOdjBmIiIyAsMOAGgUYp+aaIyWR3Qs/8NERFRtxhwAkCjVPilk7HZxlmMiYiIvMGAEwB+mwfH6kAkZzEmIiLqFgNOAPhrHpwrXIeKiIjIKww4AaBR+acGx2xzIIqdjImIiLola8DZtm0bMjIyoNVqodfrMWvWLM++2tpaZGVlITExERqNBgaDAbm5ubBYLF2WefLkScycORMxMTHQ6XTIzMzE7t275XyMXlMreh9wJEnyDBMnIiKirskWcDZv3ozs7Gw89NBDOHz4MD799FPcf//9315YFDFz5ky8//77OHnyJF577TXs2rULOTk5XZZ7zz33wOl0oqioCAcPHsRtt92Ge+65BzU1NXI9Sq9plIpeB5zG5hY4XRIiOYqKiIioW0o5CnU6nXjkkUeQn5+PhQsXej5PS0vz/KzX67FkyRLP70lJSXj44YeRn5/fabmXL1/GqVOn8Le//Q0jR44EAPzhD3/ACy+8gNLSUsTHx8vwNL2nUYm9Xk3cZHUvtMkmKiIiou7JUoNTUlKCyspKiKKI0aNHIyEhAdOnT0dpaWmn51RVVWHLli2YOHFip8cMGDAAN910E9544w00NjbC6XTi5ZdfRlxcHNLT0zs9z263w2KxtNsCyR+djLnQJhERkfdkCThnz54FAKxbtw5r1qxBYWEh9Ho9Jk2ahLq6unbHzp07F6GhoRg0aBB0Oh1effXVTssVBAG7du3CoUOHEBERgZCQEDzzzDPYvn079Hp9p+etX78ekZGRns1gMPjnQb2k9sNim+a2hTY5TJyIiKhbPgWclStXQhCELrcTJ07A5XJ/ma9evRqzZ89Geno6CgoKIAgCNm3a1K7MZ599FiUlJdi6dSvOnDmD5cuXd3p9SZKwdOlSxMXFYe/evSguLsasWbMwY8YMVFdXd3reqlWrYDabPVtFRYUvj91rWpXCbzU4kazBISIi6pZPfXBWrFiBBQsWdHlMSkqKJ2xc3edGo9EgJSUF5eXl7Y6Pj49HfHw8UlNTER0djQkTJmDt2rVISEi4puyioiIUFhbiypUr0Ol0AIAXXngBO3fuxOuvv46VK1d2eE8ajQYajcaXR/WrEJUCtuZeBhxbMxSiAF2ILN2miIiI+hWfvi1jY2MRGxvb7XHp6enQaDQwGo3IzMwEADgcDpSVlSEpKanT89pqfux2e4f7rVYrAPcIrKuJoug5ty8KUSlgc7RAkqQerwTunsWYK4kTERF5Q5Y+ODqdDjk5OcjLy8OOHTtgNBo9I6bmzJkDAPjggw9QUFCA0tJSlJWVYdu2bcjJycH48eORnJwMACguLkZqaioqKysBAOPGjYNer8eDDz6Iw4cP4+TJk3jsscdw7tw53H333XI8il9oVQq4JPRqwU2TtZkjqIiIiLwkW3tHfn4+lEolsrOzYbPZkJGRgaKiIk9nYK1Wi1deeQXLli2D3W6HwWDAfffd166ZyWq1wmg0wuFw9z+JiYnB9u3bsXr1akyZMgUOhwM333wztm7dittuu02uR+k1rVoBAGhyuKBRKnpUhsnqYP8bIiIiLwmSJEnBvolAs1gsiIyMhNls9vTlkVPRiQv4xWtf4ovf3omBupAelbHojS/hbHGh4KEf+PnuiIiIrg++fH9zLaoACFG5a21609HYbHUgirMYExEReYUBJwC0rQGnqRdDxU22ZkSyDw4REZFXGHACoK0PTm9qcK5YHdCzBoeIiMgrDDgBENLasdjm6FnAca8k3sxlGoiIiLzEgBMA346i6lnAsTa3wNEiMeAQERF5iQEnANo6GTf1cD2qK20ribOJioiIyCsMOAGg7eUoqrZ1qPSswSEiIvIKA04AqBQCRKHnfXC+DTiswSEiIvIGA04ACIIArUrR4z44bU1UnMmYiIjIOww4AaJV9zzgmGwOKEQBERquJE5EROQNBpwAaVtRvCdMje6FNrmSOBERkXcYcAIkRKWArblno6hMNgeHiBMREfmAASdAtCpFj5dquGJt5hBxIiIiHzDgBIhWpUBTL4aJc4g4ERGR9xhwAiRE3Ys+OKzBISIi8gkDToCEKMVezYMTxZXEiYiIvMaAEyC9HSauD2MNDhERkbcYcAJEq1LA1oO1qFwu90rikazBISIi8hoDToCE9LCTcX2TEy6JyzQQERH5ggEnQHo60Z/J5l6mgaOoiIiIvMeAEyA9XYvqSutCm1yHioiIyHsMOAGiVfdsFJXJ2laDwyYqIiIibzHgBEhPa3BMrTU4XKqBiIjIeww4AaJRKeBokeBs8W0k1RVrM9RKEVqVQqY7IyIi6n8YcAKkLaA0OX0LOG3LNHAlcSIiIu8x4ARIW8Cx+ThU3GRtRpSW/W+IiIh8wYATIFp1aw2Oj/1wTDYH+98QERH5iAEnQEJU7lfta8C5YmXAISIi8hUDToCEtDVR+VqDY23mEHEiIiIfMeAESKhaCQCw+twHx4EoBhwiIiKfMOAESFhrHxxrs9On865Ym9lERURE5CMGnAAJ1bhrcBrt3tfgOFtcqG9ych0qIiIiH8kecLZt24aMjAxotVro9XrMmjWrw+Nqa2sxePBgCIIAk8nUZZl1dXWYN28edDodoqKisHDhQjQ0NPj/5v0otLUPTqPd+xocs611HSoOEyciIvKJrAFn8+bNyM7OxkMPPYTDhw/j008/xf3339/hsQsXLsTIkSO9KnfevHk4evQodu7cicLCQuzZsweLFy/25637nSgKCFUr0OhDH5y6Rvc6VAPCGXCIiIh8oZSrYKfTiUceeQT5+flYuHCh5/O0tLRrjn3xxRdhMpnw+OOP48MPP+yy3OPHj2P79u04cOAAxowZAwDYuHEjfvzjH2PDhg1ITEy85hy73Q673e753WKx9PSxeiVUrYTVhxqc2taAEx3GgENEROQL2WpwSkpKUFlZCVEUMXr0aCQkJGD69OkoLS1td9yxY8fw5JNP4o033oAodn87+/fvR1RUlCfcAMDUqVMhiiK++OKLDs9Zv349IiMjPZvBYOjdw/VQuEaBBh86GXtqcBhwiIiIfCJbwDl79iwAYN26dVizZg0KCwuh1+sxadIk1NXVAXDXrMydOxf5+fkYMmSIV+XW1NQgLi6u3WdKpRLR0dGoqanp8JxVq1bBbDZ7toqKil48Wc+5a3C8b6KqbWyGQhSgC2EnYyIiIl/4HHBWrlwJQRC63E6cOAGXy72o5OrVqzF79mykp6ejoKAAgiBg06ZNANzBY8SIEXjggQf8+1TfodFooNPp2m3BEKZRoNGXGpwG9yR/osiFNomIiHzhcx+cFStWYMGCBV0ek5KSgurqagDt+9xoNBqkpKSgvLwcAFBUVISvv/4a7777LgBAkiQAQExMDFavXo0nnnjimrLj4+Nx8eLFdp85nU7U1dUhPj7e18cJqDCN0qdRVHWNdjZPERER9YDPASc2NhaxsbHdHpeeng6NRgOj0YjMzEwAgMPhQFlZGZKSkgC4R1nZbDbPOQcOHMAvfvEL7N27F0OHDu2w3HHjxsFkMuHgwYNIT08H4A5KLpcLGRkZvj5OQIWplbA0Obw+vraxmR2MiYiIekC2UVQ6nQ45OTnIy8uDwWBAUlIS8vPzAQBz5swBgGtCzOXLlwEAI0aMQFRUFACguLgY8+fPx8cff4xBgwZhxIgRyMrKwqJFi/DSSy/B4XAgNzcXP//5zzscQdWXhKoVqDbbuj+wVR0DDhERUY/IFnAAID8/H0qlEtnZ2bDZbMjIyEBRURH0er3XZVitVhiNRjgc39Z8vPXWW8jNzcWdd94JURQxe/ZsPPfcc3I8gl+5m6h8mwdnaGy4jHdERETUP8kacFQqFTZs2IANGzZ4dfykSZM8/XC6+iw6Ohpvv/223+4zUHzuZMwaHCIioh7hWlQBFKpWer2auCRJuGJt5izGREREPcCAE0DhGiUavBxFZWlywtEisQaHiIioBxhwAihUrUCz0wVHi6vbY+u4TAMREVGPMeAEUJjG3eXJm2aqukb32lkDwjSy3hMREVF/xIATQG0Bx5vJ/mobWINDRETUUww4ARSuUQCAV/1w2pqookK5DhUREZGvGHACqG3RTIut+9mMaxubEalVQaXgfyIiIiJf8dszgCJaA059k3c1OFyHioiIqGcYcAJIp3X3wfFmPSpO8kdERNRzDDgBpFUpoBAFWLyswWHAISIi6hkGnAASBAG6ECXqvazB4SzGREREPcOAE2A6rQoWG2twiIiI5MSAE2ARXtTgSJKES/V2xIZzkj8iIqKeYMAJMF2Iqts+OCarA80tLsTpQgJ0V0RERP0LA06AeVODc6nBvUxDXARrcIiIiHqCASfAdCGqbif6u2hxB5xYBhwiIqIeYcAJsIgQVbcT/V2sbwIAxEWwiYqIiKgnGHACTKdVdjvR36V6OyI0SmjVigDdFRERUf/CgBNg3tXg2Nk8RURE1AsMOAGmC1HC2twCR4ur02MYcIiIiHqHASfAokLdk/eZu+hofKm+iUPEiYiIeoEBJ8Ciw9wril9pbO70mIv1dg4RJyIi6gUGnADTt9bg1HYRcC5Z2ERFRETUGww4ATYgzB1cOqvBsTW3oN7uZA0OERFRLzDgBFhEiBIKUUCdteOAc6m+bRZj9sEhIiLqKQacABNFAfpQFeoaOg44bZP8sYmKiIio5xhwgkAfqu60BqfK7A44iVGswSEiIuopBpwg0IepO+2DU2WyISJEiYgQVYDvioiIqP9gwAmCAWFq1Fk7ngenymRDYqQ2wHdERETUvzDgBIE+TI26RnuH+6pMNjZPERER9RIDThBEh6pxpbHjGpxKUxMSo1iDQ0RE1BuyB5xt27YhIyMDWq0Wer0es2bN6vC42tpaDB48GIIgwGQydVpeWVkZFi5ciBtuuAFarRZDhw5FXl4emps7nzivrxkQrsalBjskSbpmX7XZxoBDRETUS0o5C9+8eTMWLVqEp59+GlOmTIHT6URpaWmHxy5cuBAjR45EZWVll2WeOHECLpcLL7/8MoYNG4bS0lIsWrQIjY2N2LBhgxyP4XcJkSFodrpwxepAdJja83mj3QmT1YFBDDhERES9IlvAcTqdeOSRR5Cfn4+FCxd6Pk9LS7vm2BdffBEmkwmPP/44Pvzwwy7LzcrKQlZWluf3lJQUGI1GvPjii9dNwIlv7URcZbK1CzjfXLEBAGtwiIiIekm2JqqSkhJUVlZCFEWMHj0aCQkJmD59+jU1OMeOHcOTTz6JN954A6LYs9sxm82Ijo7udL/dbofFYmm3BVNipLsTcU3rnDdtzl1uBAAkx4QG/J6IiIj6E9kCztmzZwEA69atw5o1a1BYWAi9Xo9Jkyahrq4OgDt4zJ07F/n5+RgyZEiPrnP69Gls3LgR//Ef/9HpMevXr0dkZKRnMxgMPbqWv8SEa6AUBVSbbe0+L6ttRJhagdhwzmJMRETUGz4HnJUrV0IQhC63tn4yALB69WrMnj0b6enpKCgogCAI2LRpEwBg1apVGDFiBB544IEe3XxlZSWysrIwZ84cLFq0qNPjVq1aBbPZ7NkqKip6dD1/EUUBA3UhqP5ODU7Z5UYkx4RBEIQg3RkREVH/4HMfnBUrVmDBggVdHpOSkoLq6moA7fvcaDQapKSkoLy8HABQVFSEr7/+Gu+++y4AeEYVxcTEYPXq1XjiiSc6vUZVVRUmT56MO+64A3/961+7vB+NRgONpm/ViiRGhXTYRJUcExakOyIiIuo/fA44sbGxiI2N7fa49PR0aDQaGI1GZGZmAgAcDgfKysqQlJQEwD3Kymb7tpnmwIED+MUvfoG9e/di6NChnZZdWVmJyZMne2qFetp3J5jiI7Wo6qCJamxy532JiIiIyDuyjaLS6XTIyclBXl4eDAYDkpKSkJ+fDwCYM2cOAFwTYi5fvgwAGDFiBKKiogAAxcXFmD9/Pj7++GMMGjQIlZWVmDRpEpKSkrBhwwZcunTJc358fLxcj+N3iVEhOFR+xfN7g92JCxY7bmANDhERUa/JOg9Ofn4+lEolsrOzYbPZkJGRgaKiIuj1eq/LsFqtMBqNcDjcM//u3LkTp0+fxunTpzF48OB2x3Y0cV5fNTQmHJUmG5ocLQhRKXC00gwASEvUBfnOiIiIrn+CdD2lAj+xWCyIjIyE2WyGThecQHHwfB1mv7gfHz4yASMSdHh171nkf2TE0SfuglJx/TW5ERERyc2X729+kwbJsNgIAICxph4A8HWlGWmJOoYbIiIiP+C3aZBEhqqQNCAUh78xAXAHnJGDIoN7U0RERP0EA04QjTJE4UBZHapMNpy91Ih0jqAiIiLyCwacIJp8UxxKKy34656zUIoCJt7Y/fB7IiIi6h4DThDdOSIO+lAVXvusDLNGD0KkVhXsWyIiIuoXZB0mTl2LCFHhbwvGYsfRC3h4cucTGxIREZFvGHCC7PYhetw+xPt5gYiIiKh7bKIiIiKifocBh4iIiPodBhwiIiLqdxhwiIiIqN9hwCEiIqJ+hwGHiIiI+h0GHCIiIup3GHCIiIio32HAISIion6HAYeIiIj6HQYcIiIi6ncYcIiIiKjfYcAhIiKifocBh4iIiPodZbBvIBgkSQIAWCyWIN8JEREReavte7vte7wr38uAU19fDwAwGAxBvhMiIiLyVX19PSIjI7s8RpC8iUH9jMvlQlVVFSIiIiAIgl/LtlgsMBgMqKiogE6n82vZ9C2+58Dgew4cvuvA4HsODLnesyRJqK+vR2JiIkSx614238saHFEUMXjwYFmvodPp+H+eAOB7Dgy+58Dhuw4MvufAkOM9d1dz04adjImIiKjfYcAhIiKifocBx880Gg3y8vKg0WiCfSv9Gt9zYPA9Bw7fdWDwPQdGX3jP38tOxkRERNS/sQaHiIiI+h0GHCIiIup3GHCIiIio32HAISIion6HAccLe/bswYwZM5CYmAhBEPDPf/6z3X5JkvD4448jISEBWq0WU6dOxalTp9odU1dXh3nz5kGn0yEqKgoLFy5EQ0NDAJ+i7+vqPTscDvzmN7/BrbfeirCwMCQmJmL+/PmoqqpqVwbfs3e6+zN9tZycHAiCgD//+c/tPue77p437/n48eO49957ERkZibCwMIwdOxbl5eWe/U1NTVi6dCkGDBiA8PBwzJ49GxcuXAjgU/R93b3nhoYG5ObmYvDgwdBqtUhLS8NLL73U7hi+5+6tX78eY8eORUREBOLi4jBr1iwYjcZ2x3jzHsvLy3H33XcjNDQUcXFxeOyxx+B0Ov1+vww4XmhsbMRtt92G559/vsP9//Vf/4XnnnsOL730Er744guEhYXhrrvuQlNTk+eYefPm4ejRo9i5cycKCwuxZ88eLF68OFCPcF3o6j1brVaUlJRg7dq1KCkpwZYtW2A0GnHvvfe2O47v2Tvd/Zlu89577+Hzzz9HYmLiNfv4rrvX3Xs+c+YMMjMzkZqain/96184cuQI1q5di5CQEM8xy5Ytw//93/9h06ZN+OSTT1BVVYX77rsvUI9wXejuPS9fvhzbt2/Hm2++iePHj+PRRx9Fbm4u3n//fc8xfM/d++STT7B06VJ8/vnn2LlzJxwOB6ZNm4bGxkbPMd29x5aWFtx9991obm7GZ599htdffx2vvfYaHn/8cf/fsEQ+ASC99957nt9dLpcUHx8v5efnez4zmUySRqOR/vGPf0iSJEnHjh2TAEgHDhzwHPPhhx9KgiBIlZWVAbv368l333NHiouLJQDS+fPnJUnie+6pzt71N998Iw0aNEgqLS2VkpKSpGeffdazj+/adx2955/97GfSAw880Ok5JpNJUqlU0qZNmzyfHT9+XAIg7d+/X65bva519J5vvvlm6cknn2z32e233y6tXr1akiS+5566ePGiBED65JNPJEny7j1+8MEHkiiKUk1NjeeYF198UdLpdJLdbvfr/bEGp5fOnTuHmpoaTJ061fNZZGQkMjIysH//fgDA/v37ERUVhTFjxniOmTp1KkRRxBdffBHwe+4vzGYzBEFAVFQUAL5nf3K5XMjOzsZjjz2Gm2+++Zr9fNe953K5sG3bNtx444246667EBcXh4yMjHbNKwcPHoTD4Wj390tqaiqGDBni+fuFunfHHXfg/fffR2VlJSRJwu7du3Hy5ElMmzYNAN9zT5nNZgBAdHQ0AO/e4/79+3Hrrbdi4MCBnmPuuusuWCwWHD161K/3x4DTSzU1NQDQ7j9W2+9t+2pqahAXF9duv1KpRHR0tOcY8k1TUxN+85vfYO7cuZ6F3Pie/eePf/wjlEolfv3rX3e4n++69y5evIiGhgb84Q9/QFZWFnbs2IGf/OQnuO+++/DJJ58AcL9ntVrtCfFtrv77hbq3ceNGpKWlYfDgwVCr1cjKysLzzz+PH/3oRwD4nnvC5XLh0Ucfxfjx43HLLbcA8O491tTUdPh92bbPn76Xq4nT9c3hcOCnP/0pJEnCiy++GOzb6XcOHjyIv/zlLygpKYEgCMG+nX7L5XIBAGbOnIlly5YBAEaNGoXPPvsML730EiZOnBjM2+tXNm7ciM8//xzvv/8+kpKSsGfPHixduhSJiYntahvIe0uXLkVpaSn27dsX7FvpFGtweik+Ph4AruklfuHCBc+++Ph4XLx4sd1+p9OJuro6zzHknbZwc/78eezcudNTewPwPfvL3r17cfHiRQwZMgRKpRJKpRLnz5/HihUrkJycDIDv2h9iYmKgVCqRlpbW7vMRI0Z4RlHFx8ejubkZJpOp3TFX//1CXbPZbPjtb3+LZ555BjNmzMDIkSORm5uLn/3sZ9iwYQMAvmdf5ebmorCwELt378bgwYM9n3vzHuPj4zv8vmzb508MOL10ww03ID4+Hh9//LHnM4vFgi+++ALjxo0DAIwbNw4mkwkHDx70HFNUVASXy4WMjIyA3/P1qi3cnDp1Crt27cKAAQPa7ed79o/s7GwcOXIEX331lWdLTEzEY489ho8++ggA37U/qNVqjB079pphtidPnkRSUhIAID09HSqVqt3fL0ajEeXl5Z6/X6hrDocDDocDotj+606hUHhq0fievSNJEnJzc/Hee++hqKgIN9xwQ7v93rzHcePG4euvv273D6S2f6x+N+z744apG/X19dKhQ4ekQ4cOSQCkZ555Rjp06JBn9M4f/vAHKSoqStq6dat05MgRaebMmdINN9wg2Ww2TxlZWVnS6NGjpS+++ELat2+fNHz4cGnu3LnBeqQ+qav33NzcLN17773S4MGDpa+++kqqrq72bFf3vOd79k53f6a/67ujqCSJ79ob3b3nLVu2SCqVSvrrX/8qnTp1Stq4caOkUCikvXv3esrIycmRhgwZIhUVFUlffvmlNG7cOGncuHHBeqQ+qbv3PHHiROnmm2+Wdu/eLZ09e1YqKCiQQkJCpBdeeMFTBt9z95YsWSJFRkZK//rXv9r9HWy1Wj3HdPcenU6ndMstt0jTpk2TvvrqK2n79u1SbGystGrVKr/fLwOOF3bv3i0BuGZ78MEHJUlyDxVfu3atNHDgQEmj0Uh33nmnZDQa25VRW1srzZ07VwoPD5d0Op300EMPSfX19UF4mr6rq/d87ty5DvcBkHbv3u0pg+/ZO939mf6ujgIO33X3vHnPf/vb36Rhw4ZJISEh0m233Sb985//bFeGzWaTHn74YUmv10uhoaHST37yE6m6ujrAT9K3dfeeq6urpQULFkiJiYlSSEiIdNNNN0l/+tOfJJfL5SmD77l7nf0dXFBQ4DnGm/dYVlYmTZ8+XdJqtVJMTIy0YsUKyeFw+P1+hdabJiIiIuo32AeHiIiI+h0GHCIiIup3GHCIiIio32HAISIion6HAYeIiIj6HQYcIiIi6ncYcIiIiKjfYcAhIiKifocBh4gCZsGCBZg1a1bQrp+dnY2nn35atvKPHTuGwYMHo7GxUbZrEJF3OJMxEfmFIAhd7s/Ly8OyZcsgSRKioqICc1NXOXz4MKZMmYLz588jPDxctuv8+7//O2677TasXbtWtmsQUfcYcIjIL2pqajw/v/POO3j88cfbrZQdHh4ua7Dozi9/+UsolUq89NJLsl5n27ZtWLRoEcrLy6FUKmW9FhF1jk1UROQX8fHxni0yMhKCILT7LDw8/JomqkmTJuFXv/oVHn30Uej1egwcOBCvvPIKGhsb8dBDDyEiIgLDhg3Dhx9+2O5apaWlmD59OsLDwzFw4EBkZ2fj8uXLnd5bS0sL3n33XcyYMaPd58nJyXjqqacwf/58hIeHIykpCe+//z4uXbqEmTNnIjw8HCNHjsSXX37pOef8+fOYMWMG9Ho9wsLCcPPNN+ODDz7w7P+3f/s31NXV4ZNPPunlGyWi3mDAIaKgev311xETE4Pi4mL86le/wpIlSzBnzhzccccdKCkpwbRp05CdnQ2r1QoAMJlMmDJlCkaPHo0vv/wS27dvx4ULF/DTn/6002scOXIEZrMZY8aMuWbfs88+i/Hjx+PQoUO4++67kZ2djfnz5+OBBx5ASUkJhg4divnz56Otsnvp0qWw2+3Ys2cPvv76a/zxj39sVzOlVqsxatQo7N27189vioh84vf1yYnoe6+goECKjIy85vMHH3xQmjlzpuf3iRMnSpmZmZ7fnU6nFBYWJmVnZ3s+q66ulgBI+/fvlyRJkn73u99J06ZNa1duRUWFBEAyGo0d3s97770nKRQKyeVytfs8KSlJeuCBB6651tq1az2f7d+/XwIgVVdXS5IkSbfeequ0bt26Lp//Jz/5ibRgwYIujyEiebEGh4iCauTIkZ6fFQoFBgwYgFtvvdXz2cCBAwEAFy9eBODuLLx7925Pn57w8HCkpqYCAM6cOdPhNWw2GzQaTYcdoa++ftu1urr+r3/9azz11FMYP3488vLycOTIkWvK1Gq1nhonIgoOBhwiCiqVStXud0EQ2n3WFkpcLhcAoKGhATNmzMBXX33Vbjt16hR+9KMfdXiNmJgYWK1WNDc3d3n9tmt1df1f/vKXOHv2LLKzs/H1119jzJgx2LhxY7sy6+rqEBsb690LICJZMOAQ0XXl9ttvx9GjR5GcnIxhw4a128LCwjo8Z9SoUQDc89T4g8FgQE5ODrZs2YIVK1bglVdeabe/tLQUo0eP9su1iKhnGHCI6LqydOlS1NXVYe7cuThw4ADOnDmDjz76CA899BBaWlo6PCc2Nha333479u3b1+vrP/roo/joo49w7tw5lJSUYPfu3RgxYoRnf1lZGSorKzF16tReX4uIeo4Bh4iuK4mJifj000/R0tKCadOm4dZbb8Wjjz6KqKgoiGLnf6X98pe/xFtvvdXr67e0tGDp0qUYMWIEsrKycOONN+KFF17w7P/HP/6BadOmISkpqdfXIqKe40R/RPS9YLPZcNNNN+Gdd97BuHHjZLlGc3Mzhg8fjrfffhvjx4+X5RpE5B3W4BDR94JWq8Ubb7zR5YSAvVVeXo7f/va3DDdEfQBrcIiIiKjfYQ0OERER9TsMOERERNTvMOAQERFRv8OAQ0RERP0OAw4RERH1Oww4RERE1O8w4BAREVG/w4BDRERE/Q4DDhEREfU7/x/KEjIowBG/UwAAAABJRU5ErkJggg==" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 18, @@ -678,7 +757,14 @@ "output_type": "execute_result" } ], - "execution_count": 18 + "source": [ + "# change the gNa first\n", + "hh.gNa[:] = 50.\n", + "\n", + "# the second running\n", + "runner.run(inputs=inputs)\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, show=True)" + ] }, { "cell_type": "markdown", @@ -696,17 +782,23 @@ }, { "cell_type": "code", + "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:56.046053Z", "start_time": "2025-10-06T03:57:55.961226Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:26.921643Z", + "iopub.status.busy": "2026-07-08T14:18:26.921488Z", + "iopub.status.idle": "2026-07-08T14:18:26.982495Z", + "shell.execute_reply": "2026-07-08T14:18:26.981530Z" } }, + "outputs": [], "source": [ "group = bp.dyn.MorrisLecar(1)" - ], - "outputs": [], - "execution_count": 19 + ] }, { "cell_type": "markdown", @@ -717,59 +809,48 @@ }, { "cell_type": "code", + "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:56.327069Z", "start_time": "2025-10-06T03:57:56.053537Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:26.984233Z", + "iopub.status.busy": "2026-07-08T14:18:26.984079Z", + "iopub.status.idle": "2026-07-08T14:18:27.200211Z", + "shell.execute_reply": "2026-07-08T14:18:27.199424Z" } }, - "source": [ - "runner = bp.DSRunner(group, monitors=['V', 'W'])\n", - "\n", - "inputs = np.ones(int(100./ bm.dt)) * 100. # 100 ms\n", - "runner.run(inputs=inputs)\n", - "\n", - "fig, gs = bp.visualize.get_figure(2, 1, 3, 8)\n", - "fig.add_subplot(gs[0, 0])\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.W, ylabel='W')\n", - "fig.add_subplot(gs[1, 0])\n", - "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, ylabel='V', show=True)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 20, @@ -777,7 +858,18 @@ "output_type": "execute_result" } ], - "execution_count": 20 + "source": [ + "runner = bp.DSRunner(group, monitors=['V', 'W'])\n", + "\n", + "inputs = np.ones(int(100./ bm.dt)) * 100. # 100 ms\n", + "runner.run(inputs=inputs)\n", + "\n", + "fig, gs = bp.visualize.get_figure(2, 1, 3, 8)\n", + "fig.add_subplot(gs[0, 0])\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.W, ylabel='W')\n", + "fig.add_subplot(gs[1, 0])\n", + "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, ylabel='V', show=True)" + ] }, { "cell_type": "markdown", @@ -788,13 +880,21 @@ }, { "cell_type": "code", + "execution_count": 21, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:57:56.340834Z", "start_time": "2025-10-06T03:57:56.336553Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:27.202036Z", + "iopub.status.busy": "2026-07-08T14:18:27.201889Z", + "iopub.status.idle": "2026-07-08T14:18:27.204949Z", + "shell.execute_reply": "2026-07-08T14:18:27.204282Z" } }, + "outputs": [], "source": [ "class AMPA(bp.Projection):\n", " def __init__(self, pre, post, delay, g_max, E=0.):\n", @@ -807,26 +907,30 @@ " out=bp.dyn.COBA(E=E),\n", " post=post, \n", " )" - ], - "outputs": [], - "execution_count": 21 + ] }, { "cell_type": "code", + "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:56.365986Z", "start_time": "2025-10-06T03:57:56.355871Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:27.206728Z", + "iopub.status.busy": "2026-07-08T14:18:27.206588Z", + "iopub.status.idle": "2026-07-08T14:18:27.236483Z", + "shell.execute_reply": "2026-07-08T14:18:27.235578Z" } }, + "outputs": [], "source": [ "neu1 = bp.neurons.HH(1)\n", "neu2 = bp.neurons.HH(1)\n", "syn1 = AMPA(neu1, neu2, None, 1.)\n", "net = bp.DynSysGroup(pre=neu1, syn=syn1, post=neu2)" - ], - "outputs": [], - "execution_count": 22 + ] }, { "cell_type": "markdown", @@ -837,12 +941,45 @@ }, { "cell_type": "code", + "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:57:56.767230Z", "start_time": "2025-10-06T03:57:56.372749Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:27.238530Z", + "iopub.status.busy": "2026-07-08T14:18:27.238379Z", + "iopub.status.idle": "2026-07-08T14:18:27.552966Z", + "shell.execute_reply": "2026-07-08T14:18:27.552086Z" } }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "066bcac9aff64d96ac539ac31f8b9d95", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/1500 [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "runner = bp.DSRunner(net,\n", " inputs=(neu1.input, 6.),\n", @@ -861,40 +998,7 @@ "plt.plot(runner.mon.ts, runner.mon['syn.g'], label='g')\n", "plt.legend()\n", "plt.show()" - ], - "outputs": [ - { - "data": { - "text/plain": [ - " 0%| | 0/1500 [00:00" - ], - "image/png": 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" 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"2025-10-06T03:58:15.599364Z", "start_time": "2025-10-06T03:58:11.215596Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:35.455582Z", + "iopub.status.busy": "2026-07-08T14:18:35.455348Z", + "iopub.status.idle": "2026-07-08T14:18:39.054619Z", + "shell.execute_reply": "2026-07-08T14:18:39.053751Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ "import numpy as np\n", "import brainpy as bp\n", "import brainpy.math as bm\n", "\n", "import matplotlib.pyplot as plt" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "markdown", @@ -174,14 +188,22 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "eb406128", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:15.609149Z", "start_time": "2025-10-06T03:58:15.604641Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:39.056864Z", + "iopub.status.busy": "2026-07-08T14:18:39.056625Z", + "iopub.status.idle": "2026-07-08T14:18:39.060209Z", + "shell.execute_reply": "2026-07-08T14:18:39.059331Z" } }, + "outputs": [], "source": [ "class ExponSparseCOBA(bp.Projection):\n", " def __init__(self, pre, post, delay, prob, g_max, tau, E):\n", @@ -195,20 +217,26 @@ " out=bp.dyn.COBA.desc(E=E),\n", " post=post, \n", " )" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "code", + "execution_count": 3, "id": "e87fbb519478620a", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:15.619511Z", "start_time": "2025-10-06T03:58:15.614812Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:39.061596Z", + "iopub.status.busy": "2026-07-08T14:18:39.061470Z", + "iopub.status.idle": "2026-07-08T14:18:39.064673Z", + "shell.execute_reply": "2026-07-08T14:18:39.063968Z" } }, + "outputs": [], "source": [ "class SimpleNet(bp.DynSysGroup):\n", " def __init__(self, E=0.):\n", @@ -227,20 +255,26 @@ " conductance = self.syn.proj.refs['syn'].g\n", " current = self.post.sum_inputs(self.post.V)\n", " return conductance, current, self.post.V" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "code", + "execution_count": 4, "id": "cc64eda0c7a63dd5", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:15.628986Z", "start_time": "2025-10-06T03:58:15.625008Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:39.066407Z", + "iopub.status.busy": "2026-07-08T14:18:39.066272Z", + "iopub.status.idle": "2026-07-08T14:18:39.069336Z", + "shell.execute_reply": "2026-07-08T14:18:39.068642Z" } }, + "outputs": [], "source": [ "def run_a_net(net):\n", " indices = np.arange(1000) # 100 ms\n", @@ -262,9 +296,7 @@ " plt.plot(ts, potentials)\n", " plt.title('Post V')\n", " plt.show()" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -278,57 +310,57 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "4636cb6f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:58:20.648348Z", "start_time": "2025-10-06T03:58:15.636306Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:39.070587Z", + "iopub.status.busy": "2026-07-08T14:18:39.070472Z", + "iopub.status.idle": "2026-07-08T14:18:41.810885Z", + "shell.execute_reply": "2026-07-08T14:18:41.809921Z" } }, - "source": [ - "run_a_net(SimpleNet(E=0.))" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\mixin.py:399: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/mixin.py:498: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", " warnings.warn('Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.', UserWarning)\n" ] }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 5 + "source": [ + "run_a_net(SimpleNet(E=0.))" + ] }, { "cell_type": "markdown", @@ -342,58 +374,58 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "10f50808e896a7e8", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:23.965608Z", "start_time": "2025-10-06T03:58:22.907545Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:41.812379Z", + "iopub.status.busy": "2026-07-08T14:18:41.812236Z", + "iopub.status.idle": "2026-07-08T14:18:42.359179Z", + "shell.execute_reply": "2026-07-08T14:18:42.358291Z" } }, - "source": [ - "run_a_net(SimpleNet(E=-80.))" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\mixin.py:399: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/mixin.py:498: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", " warnings.warn('Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.', UserWarning)\n" ] }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 6 + "source": [ + "run_a_net(SimpleNet(E=-80.))" + ] }, { "cell_type": "markdown", @@ -421,14 +453,22 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "8a8a402925da67bc", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:23.977261Z", "start_time": "2025-10-06T03:58:23.972638Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:42.360980Z", + "iopub.status.busy": "2026-07-08T14:18:42.360841Z", + "iopub.status.idle": "2026-07-08T14:18:42.363950Z", + "shell.execute_reply": "2026-07-08T14:18:42.363244Z" } }, + "outputs": [], "source": [ "class ExponSparseCUBA(bp.Projection):\n", " def __init__(self, pre, post, delay, prob, g_max, tau):\n", @@ -442,20 +482,26 @@ " out=bp.dyn.CUBA.desc(),\n", " post=post, \n", " )" - ], - "outputs": [], - "execution_count": 7 + ] }, { "cell_type": "code", + "execution_count": 8, "id": "f6e38dd775daeb3c", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:23.999347Z", "start_time": "2025-10-06T03:58:23.994736Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:42.365237Z", + "iopub.status.busy": "2026-07-08T14:18:42.365117Z", + "iopub.status.idle": "2026-07-08T14:18:42.368455Z", + "shell.execute_reply": "2026-07-08T14:18:42.367672Z" } }, + "outputs": [], "source": [ "class SimpleNet2(bp.DynSysGroup):\n", " def __init__(self, g_max=1.):\n", @@ -475,9 +521,7 @@ " conductance = self.syn.proj.refs['syn'].g\n", " current = self.post.sum_inputs(self.post.V)\n", " return conductance, current, self.post.V" - ], - "outputs": [], - "execution_count": 8 + ] }, { "cell_type": "markdown", @@ -491,58 +535,58 @@ }, { "cell_type": "code", + "execution_count": 9, "id": "4761f9562acede9", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:25.153657Z", "start_time": "2025-10-06T03:58:24.006686Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:42.369770Z", + "iopub.status.busy": "2026-07-08T14:18:42.369653Z", + "iopub.status.idle": "2026-07-08T14:18:42.906493Z", + "shell.execute_reply": "2026-07-08T14:18:42.905625Z" } }, - "source": [ - "run_a_net(SimpleNet2(g_max=5.))" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\mixin.py:399: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/mixin.py:498: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", " warnings.warn('Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.', UserWarning)\n" ] }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 9 + "source": [ + "run_a_net(SimpleNet2(g_max=5.))" + ] }, { "cell_type": "markdown", @@ -556,58 +600,58 @@ }, { "cell_type": "code", + "execution_count": 10, "id": "999d70b07dc26410", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:26.259582Z", "start_time": "2025-10-06T03:58:25.168442Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:42.908380Z", + "iopub.status.busy": "2026-07-08T14:18:42.908234Z", + "iopub.status.idle": "2026-07-08T14:18:43.443361Z", + "shell.execute_reply": "2026-07-08T14:18:43.442830Z" } }, - "source": [ - "run_a_net(SimpleNet2(g_max=-5.))" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\mixin.py:399: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/mixin.py:498: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", " warnings.warn('Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.', UserWarning)\n" ] }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 10 + "source": [ + "run_a_net(SimpleNet2(g_max=-5.))" + ] }, { "cell_type": "markdown", @@ -631,14 +675,22 @@ }, { "cell_type": "code", + "execution_count": 11, "id": "8ae4ab952ee966df", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:26.278425Z", "start_time": "2025-10-06T03:58:26.273638Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:43.445493Z", + "iopub.status.busy": "2026-07-08T14:18:43.445342Z", + "iopub.status.idle": "2026-07-08T14:18:43.448559Z", + "shell.execute_reply": "2026-07-08T14:18:43.447737Z" } }, + "outputs": [], "source": [ "class ExponDenseCOBA(bp.Projection):\n", " def __init__(self, pre, post, delay, prob, g_max, tau, E):\n", @@ -652,9 +704,7 @@ " out=bp.dyn.COBA.desc(E=E),\n", " post=post, \n", " )" - ], - "outputs": [], - "execution_count": 11 + ] }, { "cell_type": "markdown", @@ -680,14 +730,22 @@ }, { "cell_type": "code", + "execution_count": 12, "id": "c2efd9ae1e402bbc", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:26.287888Z", "start_time": "2025-10-06T03:58:26.283143Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:43.450107Z", + "iopub.status.busy": "2026-07-08T14:18:43.449960Z", + "iopub.status.idle": "2026-07-08T14:18:43.452962Z", + "shell.execute_reply": "2026-07-08T14:18:43.452265Z" } }, + "outputs": [], "source": [ "class ExponDenseCUBA(bp.Projection):\n", " def __init__(self, pre, post, delay, prob, g_max, tau, E):\n", @@ -701,9 +759,7 @@ " out=bp.dyn.CUBA.desc(),\n", " post=post, \n", " )" - ], - "outputs": [], - "execution_count": 12 + ] }, { "cell_type": "markdown", @@ -790,14 +846,22 @@ }, { "cell_type": "code", + "execution_count": 13, "id": "f0a53f9fe0abe92c", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:26.296238Z", "start_time": "2025-10-06T03:58:26.291692Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:43.454396Z", + "iopub.status.busy": "2026-07-08T14:18:43.454263Z", + "iopub.status.idle": "2026-07-08T14:18:43.457397Z", + "shell.execute_reply": "2026-07-08T14:18:43.456663Z" } }, + "outputs": [], "source": [ "class DualExpSparseCOBA(bp.Projection):\n", " def __init__(self, pre, post, delay, prob, g_max, tau_decay, tau_rise, E):\n", @@ -811,20 +875,26 @@ " out=bp.dyn.COBA(E=E),\n", " post=post, \n", " )" - ], - "outputs": [], - "execution_count": 13 + ] }, { "cell_type": "code", + "execution_count": 14, "id": "34fb1dc1ac1c60c0", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:26.304577Z", "start_time": "2025-10-06T03:58:26.300735Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:43.458765Z", + "iopub.status.busy": "2026-07-08T14:18:43.458635Z", + "iopub.status.idle": "2026-07-08T14:18:43.462202Z", + "shell.execute_reply": "2026-07-08T14:18:43.461365Z" } }, + "outputs": [], "source": [ "class SimpleNet4(bp.DynSysGroup):\n", " def __init__(self, E=0.):\n", @@ -845,9 +915,7 @@ " conductance = self.syn.proj.refs['syn'].g\n", " current = self.post.sum_inputs(self.post.V)\n", " return conductance, current, self.post.V" - ], - "outputs": [], - "execution_count": 14 + ] }, { "cell_type": "markdown", @@ -865,58 +933,58 @@ }, { "cell_type": "code", + "execution_count": 15, "id": "4b13228565c56df", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:27.440893Z", "start_time": "2025-10-06T03:58:26.309956Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:43.463611Z", + "iopub.status.busy": "2026-07-08T14:18:43.463476Z", + "iopub.status.idle": "2026-07-08T14:18:44.095663Z", + "shell.execute_reply": "2026-07-08T14:18:44.094845Z" } }, - "source": [ - "run_a_net(SimpleNet4(E=0.))" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\mixin.py:399: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/mixin.py:498: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", " warnings.warn('Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.', UserWarning)\n" ] }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 15 + "source": [ + "run_a_net(SimpleNet4(E=0.))" + ] }, { "cell_type": "markdown", @@ -930,58 +998,58 @@ }, { "cell_type": "code", + "execution_count": 16, "id": "76b1b15100875bf1", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:28.610806Z", "start_time": "2025-10-06T03:58:27.457861Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:44.097364Z", + "iopub.status.busy": "2026-07-08T14:18:44.097221Z", + "iopub.status.idle": "2026-07-08T14:18:44.656185Z", + "shell.execute_reply": "2026-07-08T14:18:44.655101Z" } }, - "source": [ - "run_a_net(SimpleNet4(E=-80.))" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\mixin.py:399: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/mixin.py:498: UserWarning: Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.\n", " warnings.warn('Please use \".sum_current_inputs()\" instead. \".sum_inputs()\" will be removed.', UserWarning)\n" ] }, { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 16 + "source": [ + "run_a_net(SimpleNet4(E=-80.))" + ] }, { "cell_type": "markdown", @@ -1003,13 +1071,21 @@ }, { "cell_type": "code", + "execution_count": 17, "id": "1ea986f1", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T03:58:28.628774Z", "start_time": "2025-10-06T03:58:28.624358Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:44.657803Z", + "iopub.status.busy": "2026-07-08T14:18:44.657659Z", + "iopub.status.idle": "2026-07-08T14:18:44.661117Z", + "shell.execute_reply": "2026-07-08T14:18:44.660489Z" } }, + "outputs": [], "source": [ "class SimpleNet5(bp.DynSysGroup):\n", " def __init__(self, freqs=10.):\n", @@ -1025,119 +1101,108 @@ " self.syn()\n", " self.post()\n", " return self.syn.proj.refs['syn'].g, self.post.V" - ], - "outputs": [], - "execution_count": 17 + ] }, { "cell_type": "code", + "execution_count": 18, "id": "645c034414bc2093", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:32.854479Z", "start_time": "2025-10-06T03:58:28.635102Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:44.662557Z", + "iopub.status.busy": "2026-07-08T14:18:44.662428Z", + "iopub.status.idle": "2026-07-08T14:18:46.538695Z", + "shell.execute_reply": "2026-07-08T14:18:46.537439Z" } }, - "source": [ - "def compare(freqs):\n", - " fig, _ = bp.visualize.get_figure(1, 1, 4.5, 6.)\n", - " for freq in freqs:\n", - " net = SimpleNet5(freqs=freq)\n", - " indices = np.arange(1000) # 100 ms\n", - " conductances, potentials = bm.for_loop(net.step_run, indices, progress_bar=True)\n", - " plt.plot(indices * bm.get_dt(), conductances, label=f'{freq} Hz')\n", - " plt.legend()\n", - " plt.ylabel('g')\n", - " plt.show()\n", - "\n", - "\n", - "compare([10., 100., 1000., 8000.])" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 18 + "source": [ + "def compare(freqs):\n", + " fig, _ = bp.visualize.get_figure(1, 1, 4.5, 6.)\n", + " for freq in freqs:\n", + " net = SimpleNet5(freqs=freq)\n", + " indices = np.arange(1000) # 100 ms\n", + " conductances, potentials = bm.for_loop(net.step_run, indices, progress_bar=True)\n", + " plt.plot(indices * bm.get_dt(), conductances, label=f'{freq} Hz')\n", + " plt.legend()\n", + " plt.ylabel('g')\n", + " plt.show()\n", + "\n", + "\n", + "compare([10., 100., 1000., 8000.])" + ] } ], "metadata": { @@ -1156,7 +1221,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, @@ -1193,6 +1258,3614 @@ }, "toc_section_display": true, "toc_window_display": true + }, + "widgets": { + 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"2026-06-19T06:02:36.208892Z" + "iopub.execute_input": "2026-07-08T14:37:33.493884Z", + "iopub.status.busy": "2026-07-08T14:37:33.493757Z", + "iopub.status.idle": "2026-07-08T14:37:37.277387Z", + "shell.execute_reply": "2026-07-08T14:37:37.276493Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", @@ -107,10 +115,10 @@ "start_time": "2025-10-06T04:00:43.897790Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:36.212400Z", - "iopub.status.busy": "2026-06-19T06:02:36.212112Z", - "iopub.status.idle": "2026-06-19T06:02:36.253524Z", - "shell.execute_reply": "2026-06-19T06:02:36.252575Z" + "iopub.execute_input": "2026-07-08T14:37:37.279217Z", + "iopub.status.busy": "2026-07-08T14:37:37.278916Z", + "iopub.status.idle": "2026-07-08T14:37:37.321345Z", + "shell.execute_reply": "2026-07-08T14:37:37.320628Z" } }, "outputs": [ @@ -156,10 +164,10 @@ "start_time": "2025-10-06T04:00:43.939350Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:36.255677Z", - "iopub.status.busy": "2026-06-19T06:02:36.255513Z", - "iopub.status.idle": "2026-06-19T06:02:36.286711Z", - "shell.execute_reply": "2026-06-19T06:02:36.285837Z" + "iopub.execute_input": "2026-07-08T14:37:37.322863Z", + "iopub.status.busy": "2026-07-08T14:37:37.322708Z", + "iopub.status.idle": "2026-07-08T14:37:37.352025Z", + "shell.execute_reply": "2026-07-08T14:37:37.351168Z" } }, "outputs": [ @@ -200,31 +208,17 @@ "start_time": "2025-10-06T04:01:40.698492Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:36.288948Z", - "iopub.status.busy": "2026-06-19T06:02:36.288784Z", - "iopub.status.idle": "2026-06-19T06:02:37.428781Z", - "shell.execute_reply": "2026-06-19T06:02:37.427381Z" + "iopub.execute_input": "2026-07-08T14:37:37.353616Z", + "iopub.status.busy": "2026-07-08T14:37:37.353477Z", + "iopub.status.idle": "2026-07-08T14:37:38.351393Z", + "shell.execute_reply": "2026-07-08T14:37:38.350229Z" } }, "outputs": [ { "data": { "text/plain": [ - "(Array([[[0., 0., 1., 2., 3.],\n", - " [0., 0., 1., 2., 3.],\n", - " [0., 0., 1., 2., 3.],\n", - " [4., 0., 5., 0., 6.],\n", - " [4., 0., 5., 0., 6.],\n", - " [4., 0., 5., 0., 6.],\n", - " [0., 7., 0., 0., 0.]],\n", - " \n", - " [[0., 7., 0., 0., 0.],\n", - " [0., 7., 0., 0., 0.],\n", - " [0., 7., 0., 0., 0.],\n", - " [0., 0., 1., 2., 3.],\n", - " [0., 7., 0., 0., 0.],\n", - " [0., 7., 0., 0., 0.],\n", - " [4., 0., 5., 0., 6.]]], dtype=float32),\n", + "(Array([1., 2., 3., 4., 5., 6., 7.], dtype=float32),\n", " Array([2, 3, 4, 0, 2, 4, 1], dtype=int32),\n", " Array([0, 3, 6, 7], dtype=int32))" ] @@ -235,7 +229,10 @@ } ], "source": [ - "data = conn_mat[bm.as_numpy(bm.nonzero(conn_mat))]\n", + "# non-zero connection values (the CSR data vector). The index arrays returned by\n", + "# bm.nonzero are materialized with bm.as_numpy so they can index the brainpy\n", + "# Array -- JAX no longer accepts brainpy Arrays as advanced indices.\n", + "data = conn_mat[tuple(bm.as_numpy(i) for i in bm.nonzero(conn_mat))]\n", "\n", "# difine a connection from a connection matrix by brainpy.conn.Matconn \n", "connection = bp.conn.MatConn(conn_mat)\n", @@ -263,66 +260,17 @@ "start_time": "2025-10-06T04:01:43.983999Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:37.430817Z", - "iopub.status.busy": "2026-06-19T06:02:37.430654Z", - "iopub.status.idle": "2026-06-19T06:02:37.575322Z", - "shell.execute_reply": "2026-06-19T06:02:37.574561Z" + "iopub.execute_input": "2026-07-08T14:37:38.352997Z", + "iopub.status.busy": "2026-07-08T14:37:38.352848Z", + "iopub.status.idle": "2026-07-08T14:37:38.543430Z", + "shell.execute_reply": "2026-07-08T14:37:38.542759Z" } }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Traceback (most recent call last):\n", - " File \"/home/chaoming/miniconda3/lib/python3.13/site-packages/brainevent/_op/numba_ffi.py\", line 263, in _ffi_callback\n", - " self.kernel(*input_arrays, *output_arrays)\n", - " ~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", - " File \"/home/chaoming/miniconda3/lib/python3.13/site-packages/numba/core/dispatcher.py\", line 424, in _compile_for_args\n", - " error_rewrite(e, 'typing')\n", - " ~~~~~~~~~~~~~^^^^^^^^^^^^^\n", - " File \"/home/chaoming/miniconda3/lib/python3.13/site-packages/numba/core/dispatcher.py\", line 365, in error_rewrite\n", - " raise e.with_traceback(None)\n", - "numba.core.errors.TypingError: Failed in nopython mode pipeline (step: nopython frontend)\n", - "No implementation of function Function() found for signature:\n", - " \n", - " >>> iadd(float32, array(float32, 2d, C))\n", - " \n", - "There are 18 candidate implementations:\n", - " - Of which 16 did not match due to:\n", - " Overload of function 'iadd': File: : Line N/A.\n", - " With argument(s): '(float32, array(float32, 2d, C))':\n", - " No match.\n", - " - Of which 2 did not match due to:\n", - " Operator Overload in function 'iadd': File: unknown: Line unknown.\n", - " With argument(s): '(float32, array(float32, 2d, C))':\n", - " No match for registered cases:\n", - " * (int64, int64) -> int64\n", - " * (int64, uint64) -> int64\n", - " * (uint64, int64) -> int64\n", - " * (uint64, uint64) -> uint64\n", - " * (float32, float32) -> float32\n", - " * (float64, float64) -> float64\n", - " * (complex64, complex64) -> complex64\n", - " * (complex128, complex128) -> complex128\n", - "\n", - "During: typing of intrinsic-call at /home/chaoming/miniconda3/lib/python3.13/site-packages/brainevent/_csr/float.py (186)\n", - "\n", - "File \"../../../../../../../../../../home/chaoming/miniconda3/lib/python3.13/site-packages/brainevent/_csr/float.py\", line 186:\n", - " def mv(weights, indices, indptr, vector, posts):\n", - " \n", - " for j in range(indptr[i], indptr[i + 1]):\n", - " posts[indices[j]] += weights[j] * sp\n", - " ^\n", - "\n", - "During: Pass nopython_type_inference\n" - ] - }, { "data": { "text/plain": [ - "Array([-3.5097862e-12, 3.2281713e-41, 2.0525000e+03, 4.2043158e-41,\n", - " 0.0000000e+00], dtype=float32)" + "Array([ 4., 21., 7., 4., 12.], dtype=float32)" ] }, "execution_count": 5, @@ -367,10 +315,10 @@ "id": "f5ae76ec", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:37.577175Z", - "iopub.status.busy": "2026-06-19T06:02:37.577023Z", - "iopub.status.idle": "2026-06-19T06:02:37.589033Z", - "shell.execute_reply": "2026-06-19T06:02:37.588184Z" + "iopub.execute_input": "2026-07-08T14:37:38.545274Z", + "iopub.status.busy": "2026-07-08T14:37:38.545133Z", + "iopub.status.idle": "2026-07-08T14:37:38.556536Z", + "shell.execute_reply": "2026-07-08T14:37:38.555583Z" } }, "outputs": [], @@ -402,66 +350,17 @@ "id": "d08121b0", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:37.591158Z", - "iopub.status.busy": "2026-06-19T06:02:37.591005Z", - "iopub.status.idle": "2026-06-19T06:02:37.616527Z", - "shell.execute_reply": "2026-06-19T06:02:37.615708Z" + "iopub.execute_input": "2026-07-08T14:37:38.558247Z", + "iopub.status.busy": "2026-07-08T14:37:38.558102Z", + "iopub.status.idle": "2026-07-08T14:37:38.644025Z", + "shell.execute_reply": "2026-07-08T14:37:38.643091Z" } }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Traceback (most recent call last):\n", - " File \"/home/chaoming/miniconda3/lib/python3.13/site-packages/brainevent/_op/numba_ffi.py\", line 263, in _ffi_callback\n", - " self.kernel(*input_arrays, *output_arrays)\n", - " ~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", - " File \"/home/chaoming/miniconda3/lib/python3.13/site-packages/numba/core/dispatcher.py\", line 424, in _compile_for_args\n", - " error_rewrite(e, 'typing')\n", - " ~~~~~~~~~~~~~^^^^^^^^^^^^^\n", - " File \"/home/chaoming/miniconda3/lib/python3.13/site-packages/numba/core/dispatcher.py\", line 365, in error_rewrite\n", - " raise e.with_traceback(None)\n", - "numba.core.errors.TypingError: Failed in nopython mode pipeline (step: nopython frontend)\n", - "No implementation of function Function() found for signature:\n", - " \n", - " >>> iadd(float32, array(float32, 2d, C))\n", - " \n", - "There are 18 candidate implementations:\n", - " - Of which 16 did not match due to:\n", - " Overload of function 'iadd': File: : Line N/A.\n", - " With argument(s): '(float32, array(float32, 2d, C))':\n", - " No match.\n", - " - Of which 2 did not match due to:\n", - " Operator Overload in function 'iadd': File: unknown: Line unknown.\n", - " With argument(s): '(float32, array(float32, 2d, C))':\n", - " No match for registered cases:\n", - " * (int64, int64) -> int64\n", - " * (int64, uint64) -> int64\n", - " * (uint64, int64) -> int64\n", - " * (uint64, uint64) -> uint64\n", - " * (float32, float32) -> float32\n", - " * (float64, float64) -> float64\n", - " * (complex64, complex64) -> complex64\n", - " * (complex128, complex128) -> complex128\n", - "\n", - "During: typing of intrinsic-call at /home/chaoming/miniconda3/lib/python3.13/site-packages/brainevent/_csr/binary.py (355)\n", - "\n", - "File \"../../../../../../../../../../home/chaoming/miniconda3/lib/python3.13/site-packages/brainevent/_csr/binary.py\", line 355:\n", - " def mv(weights, indices, indptr, v, posts):\n", - " \n", - " for j in range(indptr[i], indptr[i + 1]):\n", - " posts[indices[j]] += weights[j]\n", - " ^\n", - "\n", - "During: Pass nopython_type_inference\n" - ] - }, { "data": { "text/plain": [ - "Array([-6.9000292e-12, 3.2281713e-41, -7.0534273e-12, 3.2281713e-41,\n", - " -6.9001055e-12], dtype=float32)" + "Array([4., 0., 6., 2., 9.], dtype=float32)" ] }, "execution_count": 7, @@ -490,10 +389,10 @@ "id": "c434d1f2", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:37.618340Z", - "iopub.status.busy": "2026-06-19T06:02:37.618197Z", - "iopub.status.idle": "2026-06-19T06:02:37.880965Z", - "shell.execute_reply": "2026-06-19T06:02:37.880061Z" + "iopub.execute_input": "2026-07-08T14:37:38.645564Z", + "iopub.status.busy": "2026-07-08T14:37:38.645417Z", + "iopub.status.idle": "2026-07-08T14:37:38.892068Z", + "shell.execute_reply": "2026-07-08T14:37:38.891079Z" } }, "outputs": [], @@ -519,10 +418,10 @@ "id": "072d19b7", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:37.883516Z", - "iopub.status.busy": "2026-06-19T06:02:37.883284Z", - "iopub.status.idle": "2026-06-19T06:02:42.282504Z", - "shell.execute_reply": "2026-06-19T06:02:42.281147Z" + "iopub.execute_input": "2026-07-08T14:37:38.893702Z", + "iopub.status.busy": "2026-07-08T14:37:38.893557Z", + "iopub.status.idle": "2026-07-08T14:37:43.010497Z", + "shell.execute_reply": "2026-07-08T14:37:43.009474Z" } }, "outputs": [ @@ -530,7 +429,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "time spent for weight matrix generation: 4.39516898400052 s\n" + "time spent for weight matrix generation: 4.1126500740001575 s\n" ] } ], @@ -552,10 +451,10 @@ "id": "d2ce5337", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:42.284529Z", - "iopub.status.busy": "2026-06-19T06:02:42.284377Z", - "iopub.status.idle": "2026-06-19T06:02:42.368911Z", - "shell.execute_reply": "2026-06-19T06:02:42.367581Z" + "iopub.execute_input": "2026-07-08T14:37:43.012847Z", + "iopub.status.busy": "2026-07-08T14:37:43.012596Z", + "iopub.status.idle": "2026-07-08T14:37:43.104714Z", + "shell.execute_reply": "2026-07-08T14:37:43.103805Z" } }, "outputs": [ @@ -563,7 +462,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "time spent for synaptic computation: 0.08060850799938635 s\n" + "time spent for synaptic computation: 0.08842663800032824 s\n" ] } ], @@ -594,10 +493,10 @@ "id": "dfecf646", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:42.371490Z", - "iopub.status.busy": "2026-06-19T06:02:42.371276Z", - "iopub.status.idle": "2026-06-19T06:02:46.865974Z", - "shell.execute_reply": "2026-06-19T06:02:46.864704Z" + "iopub.execute_input": "2026-07-08T14:37:43.106861Z", + "iopub.status.busy": "2026-07-08T14:37:43.106691Z", + "iopub.status.idle": "2026-07-08T14:37:47.699019Z", + "shell.execute_reply": "2026-07-08T14:37:47.697253Z" } }, "outputs": [ @@ -605,7 +504,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "time spent for connection generation: 4.490040212000167 s\n" + "time spent for connection generation: 4.587690231000124 s\n" ] } ], @@ -630,10 +529,10 @@ "id": "d11f8e79", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:46.868426Z", - "iopub.status.busy": "2026-06-19T06:02:46.868162Z", - "iopub.status.idle": "2026-06-19T06:02:46.987960Z", - "shell.execute_reply": "2026-06-19T06:02:46.986233Z" + "iopub.execute_input": "2026-07-08T14:37:47.701440Z", + "iopub.status.busy": "2026-07-08T14:37:47.701257Z", + "iopub.status.idle": "2026-07-08T14:37:47.807387Z", + "shell.execute_reply": "2026-07-08T14:37:47.805061Z" } }, "outputs": [ @@ -641,7 +540,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "time spent for synaptic computation: 0.044914520000020275 s\n" + "time spent for synaptic computation: 0.037297096000202146 s\n" ] } ], @@ -673,10 +572,10 @@ "id": "213c43ad", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:46.992286Z", - "iopub.status.busy": "2026-06-19T06:02:46.991910Z", - "iopub.status.idle": "2026-06-19T06:02:47.039294Z", - "shell.execute_reply": "2026-06-19T06:02:47.033076Z" + "iopub.execute_input": "2026-07-08T14:37:47.812151Z", + "iopub.status.busy": "2026-07-08T14:37:47.811630Z", + "iopub.status.idle": "2026-07-08T14:37:47.880888Z", + "shell.execute_reply": "2026-07-08T14:37:47.871408Z" } }, "outputs": [ @@ -684,7 +583,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "time spent for synaptic computation: 0.033531787999891094 s\n" + "time spent for synaptic computation: 0.04780321499993079 s\n" ] } ], @@ -747,10 +646,10 @@ "id": "6461bca0", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:47.066270Z", - "iopub.status.busy": "2026-06-19T06:02:47.065874Z", - "iopub.status.idle": "2026-06-19T06:02:47.069626Z", - "shell.execute_reply": "2026-06-19T06:02:47.068508Z" + "iopub.execute_input": "2026-07-08T14:37:47.882823Z", + "iopub.status.busy": "2026-07-08T14:37:47.882665Z", + "iopub.status.idle": "2026-07-08T14:37:47.885402Z", + "shell.execute_reply": "2026-07-08T14:37:47.884606Z" } }, "outputs": [], @@ -774,10 +673,10 @@ "id": "92ecfc35", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:47.071537Z", - "iopub.status.busy": "2026-06-19T06:02:47.071313Z", - "iopub.status.idle": "2026-06-19T06:02:47.208647Z", - "shell.execute_reply": "2026-06-19T06:02:47.192850Z" + "iopub.execute_input": "2026-07-08T14:37:47.886832Z", + "iopub.status.busy": "2026-07-08T14:37:47.886692Z", + "iopub.status.idle": "2026-07-08T14:37:48.012216Z", + "shell.execute_reply": "2026-07-08T14:37:48.011197Z" } }, "outputs": [], @@ -799,10 +698,10 @@ "id": "b9a017ad", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:47.210815Z", - "iopub.status.busy": "2026-06-19T06:02:47.210648Z", - "iopub.status.idle": "2026-06-19T06:02:47.717663Z", - "shell.execute_reply": "2026-06-19T06:02:47.716158Z" + "iopub.execute_input": "2026-07-08T14:37:48.014289Z", + "iopub.status.busy": "2026-07-08T14:37:48.014001Z", + "iopub.status.idle": "2026-07-08T14:37:48.471842Z", + "shell.execute_reply": "2026-07-08T14:37:48.469957Z" } }, "outputs": [ @@ -810,7 +709,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "time spent: 0.502219244999651 s\n" + "time spent: 0.4523774780000167 s\n" ] } ], @@ -846,10 +745,10 @@ "id": "3bf35974", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:47.720921Z", - "iopub.status.busy": "2026-06-19T06:02:47.720599Z", - "iopub.status.idle": "2026-06-19T06:02:56.405305Z", - "shell.execute_reply": "2026-06-19T06:02:56.403114Z" + "iopub.execute_input": "2026-07-08T14:37:48.475144Z", + "iopub.status.busy": "2026-07-08T14:37:48.474830Z", + "iopub.status.idle": "2026-07-08T14:37:57.080315Z", + "shell.execute_reply": "2026-07-08T14:37:57.079062Z" } }, "outputs": [ @@ -857,7 +756,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "time spent: 8.675825787000576 s\n" + "time spent: 8.600198962999912 s\n" ] } ], @@ -894,10 +793,10 @@ "id": "1cac037b", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:56.422090Z", - "iopub.status.busy": "2026-06-19T06:02:56.421518Z", - "iopub.status.idle": "2026-06-19T06:02:56.542644Z", - "shell.execute_reply": "2026-06-19T06:02:56.541733Z" + "iopub.execute_input": "2026-07-08T14:37:57.082532Z", + "iopub.status.busy": "2026-07-08T14:37:57.082351Z", + "iopub.status.idle": "2026-07-08T14:37:57.187925Z", + "shell.execute_reply": "2026-07-08T14:37:57.185420Z" } }, "outputs": [ @@ -905,7 +804,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "time spent: 0.11412731099972007 s\n" + "time spent: 0.09944047799990585 s\n" ] } ], diff --git a/docs/tutorial_math/Numpy_like_Operations.ipynb b/docs/tutorial_math/Numpy_like_Operations.ipynb index 073743252..2aee02325 100644 --- a/docs/tutorial_math/Numpy_like_Operations.ipynb +++ b/docs/tutorial_math/Numpy_like_Operations.ipynb @@ -67,20 +67,35 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "ee870ad4", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:23.315768Z", "start_time": "2025-10-06T04:02:19.032952Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:10:23.603845Z", + "iopub.status.busy": "2026-07-08T10:10:23.603698Z", + "iopub.status.idle": "2026-07-08T10:10:31.701505Z", + "shell.execute_reply": "2026-07-08T10:10:31.700457Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "import brainpy.math as bm\n", "\n", "bm.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "markdown", @@ -92,18 +107,20 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "d180ee8d", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:23.341996Z", "start_time": "2025-10-06T04:02:23.320290Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:10:31.703483Z", + "iopub.status.busy": "2026-07-08T10:10:31.703181Z", + "iopub.status.idle": "2026-07-08T10:10:31.723584Z", + "shell.execute_reply": "2026-07-08T10:10:31.722432Z" } }, - "source": [ - "# to create an array\n", - "a1 = bm.array([[0, 1, 2], [3, 4, 5]])\n", - "a1" - ], "outputs": [ { "data": { @@ -118,22 +135,28 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "# to create an array\n", + "a1 = bm.array([[0, 1, 2], [3, 4, 5]])\n", + "a1" + ] }, { "cell_type": "code", + "execution_count": 3, "id": "bfbcfa02", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:23.387087Z", "start_time": "2025-10-06T04:02:23.350558Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:10:31.725332Z", + "iopub.status.busy": "2026-07-08T10:10:31.725069Z", + "iopub.status.idle": "2026-07-08T10:10:31.774221Z", + "shell.execute_reply": "2026-07-08T10:10:31.773228Z" } }, - "source": [ - "# element-wise operation\n", - "a1 += 1\n", - "a1" - ], "outputs": [ { "data": { @@ -148,21 +171,28 @@ "output_type": "execute_result" } ], - "execution_count": 3 + "source": [ + "# element-wise operation\n", + "a1 += 1\n", + "a1" + ] }, { "cell_type": "code", + "execution_count": 4, "id": "bbe6fff9", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:23.425065Z", "start_time": "2025-10-06T04:02:23.392104Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:10:31.776841Z", + "iopub.status.busy": "2026-07-08T10:10:31.776618Z", + "iopub.status.idle": "2026-07-08T10:10:31.819781Z", + "shell.execute_reply": "2026-07-08T10:10:31.818877Z" } }, - "source": [ - "a2 = bm.ones(3)\n", - "a2" - ], "outputs": [ { "data": { @@ -175,23 +205,27 @@ "output_type": "execute_result" } ], - "execution_count": 4 + "source": [ + "a2 = bm.ones(3)\n", + "a2" + ] }, { "cell_type": "code", + "execution_count": 5, "id": "bdfae8f6", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:23.586249Z", "start_time": "2025-10-06T04:02:23.438487Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:10:31.821489Z", + "iopub.status.busy": "2026-07-08T10:10:31.821329Z", + "iopub.status.idle": "2026-07-08T10:10:32.007427Z", + "shell.execute_reply": "2026-07-08T10:10:32.006596Z" } }, - "source": [ - "# slicing and indexing\n", - "a2[0:2] = 10.\n", - "a2[2] = 0.\n", - "a2" - ], "outputs": [ { "data": { @@ -204,22 +238,29 @@ "output_type": "execute_result" } ], - "execution_count": 5 + "source": [ + "# slicing and indexing\n", + "a2[0:2] = 10.\n", + "a2[2] = 0.\n", + "a2" + ] }, { "cell_type": "code", + "execution_count": 6, "id": "9a470aea", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:23.641207Z", "start_time": "2025-10-06T04:02:23.607601Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:10:32.010212Z", + "iopub.status.busy": "2026-07-08T10:10:32.009991Z", + "iopub.status.idle": "2026-07-08T10:10:32.044719Z", + "shell.execute_reply": "2026-07-08T10:10:32.043704Z" } }, - "source": [ - "# broadcasting\n", - "a3 = a1 + a2\n", - "a3" - ], "outputs": [ { "data": { @@ -233,21 +274,28 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "# broadcasting\n", + "a3 = a1 + a2\n", + "a3" + ] }, { "cell_type": "code", + "execution_count": 7, "id": "13d4609f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:23.671101Z", "start_time": "2025-10-06T04:02:23.645547Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:10:32.046569Z", + "iopub.status.busy": "2026-07-08T10:10:32.046394Z", + "iopub.status.idle": "2026-07-08T10:10:32.090203Z", + "shell.execute_reply": "2026-07-08T10:10:32.089385Z" } }, - "source": [ - "# sorting\n", - "bm.sort(a3, axis=-1)" - ], "outputs": [ { "data": { @@ -262,21 +310,27 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "# sorting\n", + "bm.sort(a3, axis=-1)" + ] }, { "cell_type": "code", + "execution_count": 8, "id": "e1af1f2a", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:23.718009Z", "start_time": "2025-10-06T04:02:23.687630Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:10:32.091858Z", + "iopub.status.busy": "2026-07-08T10:10:32.091702Z", + "iopub.status.idle": "2026-07-08T10:10:32.108212Z", + "shell.execute_reply": "2026-07-08T10:10:32.107309Z" } }, - "source": [ - "# reshaping\n", - "a1.reshape(6, -1)" - ], "outputs": [ { "data": { @@ -294,7 +348,10 @@ "output_type": "execute_result" } ], - "execution_count": 8 + "source": [ + "# reshaping\n", + "a1.reshape(6, -1)" + ] }, { "cell_type": "markdown", @@ -306,22 +363,20 @@ }, { "cell_type": "code", + "execution_count": 9, "id": "1b781ee4", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:24.015548Z", "start_time": "2025-10-06T04:02:23.725975Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:10:32.110579Z", + "iopub.status.busy": "2026-07-08T10:10:32.110352Z", + "iopub.status.idle": "2026-07-08T10:10:32.293202Z", + "shell.execute_reply": "2026-07-08T10:10:32.292244Z" } }, - "source": [ - "# random number generation in JAX\n", - "from jax import random\n", - "\n", - "key = random.PRNGKey(0) # define a key explicitly\n", - "r1 = random.uniform(key) # a random number generated from a uniform distribution\n", - "r2 = random.uniform(key) # reusing the same key leads to the same result\n", - "print(r1 == r2)" - ], "outputs": [ { "name": "stdout", @@ -331,36 +386,50 @@ ] } ], - "execution_count": 9 + "source": [ + "# random number generation in JAX\n", + "from jax import random\n", + "\n", + "key = random.PRNGKey(0) # define a key explicitly\n", + "r1 = random.uniform(key) # a random number generated from a uniform distribution\n", + "r2 = random.uniform(key) # reusing the same key leads to the same result\n", + "print(r1 == r2)" + ] }, { "cell_type": "code", + "execution_count": 10, "id": "700a6610", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:24.136424Z", "start_time": "2025-10-06T04:02:24.017068Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:10:32.294907Z", + "iopub.status.busy": "2026-07-08T10:10:32.294750Z", + "iopub.status.idle": "2026-07-08T10:10:38.442823Z", + "shell.execute_reply": "2026-07-08T10:10:38.441362Z" } }, - "source": [ - "# random number generation in BrainPy\n", - "r3 = bm.random.uniform() # the seed does not need to be passed explicitly\n", - "r4 = bm.random.uniform(key=1) # users can also assign an explicit key to generate a constant result\n", - "r5 = bm.random.uniform(key=1)\n", - "print(r3)\n", - "print(r4 == r5)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "0.050184727\n", + "0.2672099\n", "True\n" ] } ], - "execution_count": 10 + "source": [ + "# random number generation in BrainPy\n", + "r3 = bm.random.uniform() # the seed does not need to be passed explicitly\n", + "r4 = bm.random.uniform(key=1) # users can also assign an explicit key to generate a constant result\n", + "r5 = bm.random.uniform(key=1)\n", + "print(r3)\n", + "print(r4 == r5)" + ] }, { "cell_type": "markdown", @@ -372,25 +441,29 @@ }, { "cell_type": "code", + "execution_count": 11, "id": "2ee263d5", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:24.270312Z", "start_time": "2025-10-06T04:02:24.164416Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:10:38.444931Z", + "iopub.status.busy": "2026-07-08T10:10:38.444736Z", + "iopub.status.idle": "2026-07-08T10:10:38.576260Z", + "shell.execute_reply": "2026-07-08T10:10:38.575185Z" } }, - "source": [ - "bm.random.random((5, 3)) # to generate random floats number in the interval [0.0, 1.0)" - ], "outputs": [ { "data": { "text/plain": [ - "Array([[0.59585726, 0.2890029 , 0.111938 ],\n", - " [0.5041219 , 0.15522647, 0.7115699 ],\n", - " [0.9315944 , 0.22322583, 0.38390863],\n", - " [0.6865432 , 0.86952937, 0.70655596],\n", - " [0.0250324 , 0.9579313 , 0.54371226]], dtype=float32)" + "Array([[0.9777075 , 0.93073535, 0.9909862 ],\n", + " [0.8186321 , 0.4623829 , 0.55357254],\n", + " [0.8758476 , 0.5139551 , 0.17661643],\n", + " [0.6056174 , 0.8180537 , 0.8828627 ],\n", + " [0.7325398 , 0.6776972 , 0.65218115]], dtype=float32)" ] }, "execution_count": 11, @@ -398,7 +471,9 @@ "output_type": "execute_result" } ], - "execution_count": 11 + "source": [ + "bm.random.random((5, 3)) # to generate random floats number in the interval [0.0, 1.0)" + ] }, { "cell_type": "markdown", @@ -428,6 +503,7 @@ }, { "cell_type": "code", + "execution_count": null, "id": "2b395ef1", "metadata": { "ExecuteTime": { @@ -435,9 +511,8 @@ "start_time": "2025-10-06T04:02:24.285326Z" } }, - "source": [], "outputs": [], - "execution_count": null + "source": [] } ], "metadata": { @@ -456,7 +531,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/tutorial_math/array.ipynb b/docs/tutorial_math/array.ipynb index 127e940dd..dd572f73a 100644 --- a/docs/tutorial_math/array.ipynb +++ b/docs/tutorial_math/array.ipynb @@ -68,16 +68,25 @@ "start_time": "2025-10-06T03:59:34.862531Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:15.372414Z", - "iopub.status.busy": "2026-06-19T06:02:15.372294Z", - "iopub.status.idle": "2026-06-19T06:02:21.026287Z", - "shell.execute_reply": "2026-06-19T06:02:21.024842Z" + "iopub.execute_input": "2026-07-08T10:10:42.309356Z", + "iopub.status.busy": "2026-07-08T10:10:42.309140Z", + "iopub.status.idle": "2026-07-08T10:10:51.842187Z", + "shell.execute_reply": "2026-07-08T10:10:51.841136Z" }, "pycharm": { "name": "#%%\n" } }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "import brainpy.math as bm\n", "\n", @@ -172,10 +181,10 @@ "start_time": "2025-10-06T03:59:38.692255Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.030278Z", - "iopub.status.busy": "2026-06-19T06:02:21.029826Z", - "iopub.status.idle": "2026-06-19T06:02:21.076185Z", - "shell.execute_reply": "2026-06-19T06:02:21.074842Z" + "iopub.execute_input": "2026-07-08T10:10:51.844248Z", + "iopub.status.busy": "2026-07-08T10:10:51.843966Z", + "iopub.status.idle": "2026-07-08T10:10:51.910788Z", + "shell.execute_reply": "2026-07-08T10:10:51.909915Z" }, "pycharm": { "name": "#%%\n" @@ -211,10 +220,10 @@ "start_time": "2025-10-06T03:59:38.756513Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.078631Z", - "iopub.status.busy": "2026-06-19T06:02:21.078448Z", - "iopub.status.idle": "2026-06-19T06:02:21.083518Z", - "shell.execute_reply": "2026-06-19T06:02:21.081998Z" + "iopub.execute_input": "2026-07-08T10:10:51.912728Z", + "iopub.status.busy": "2026-07-08T10:10:51.912575Z", + "iopub.status.idle": "2026-07-08T10:10:51.916143Z", + "shell.execute_reply": "2026-07-08T10:10:51.915224Z" }, "pycharm": { "name": "#%%\n" @@ -246,10 +255,10 @@ "start_time": "2025-10-06T03:59:38.791126Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.086667Z", - "iopub.status.busy": "2026-06-19T06:02:21.086046Z", - "iopub.status.idle": "2026-06-19T06:02:21.091540Z", - "shell.execute_reply": "2026-06-19T06:02:21.090095Z" + "iopub.execute_input": "2026-07-08T10:10:51.917603Z", + "iopub.status.busy": "2026-07-08T10:10:51.917466Z", + "iopub.status.idle": "2026-07-08T10:10:51.920821Z", + "shell.execute_reply": "2026-07-08T10:10:51.919995Z" }, "pycharm": { "name": "#%%\n" @@ -281,10 +290,10 @@ "start_time": "2025-10-06T03:59:38.821664Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.094897Z", - "iopub.status.busy": "2026-06-19T06:02:21.094526Z", - "iopub.status.idle": "2026-06-19T06:02:21.100593Z", - "shell.execute_reply": "2026-06-19T06:02:21.099182Z" + "iopub.execute_input": "2026-07-08T10:10:51.922268Z", + "iopub.status.busy": "2026-07-08T10:10:51.922126Z", + "iopub.status.idle": "2026-07-08T10:10:51.926105Z", + "shell.execute_reply": "2026-07-08T10:10:51.925305Z" }, "pycharm": { "name": "#%%\n" @@ -364,10 +373,10 @@ "start_time": "2025-10-06T03:59:38.845607Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.104526Z", - "iopub.status.busy": "2026-06-19T06:02:21.104331Z", - "iopub.status.idle": "2026-06-19T06:02:21.121517Z", - "shell.execute_reply": "2026-06-19T06:02:21.119663Z" + "iopub.execute_input": "2026-07-08T10:10:51.928253Z", + "iopub.status.busy": "2026-07-08T10:10:51.928081Z", + "iopub.status.idle": "2026-07-08T10:10:51.944083Z", + "shell.execute_reply": "2026-07-08T10:10:51.943063Z" }, "pycharm": { "name": "#%%\n" @@ -399,10 +408,10 @@ "start_time": "2025-10-06T03:59:38.867880Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.124851Z", - "iopub.status.busy": "2026-06-19T06:02:21.124613Z", - "iopub.status.idle": "2026-06-19T06:02:21.142043Z", - "shell.execute_reply": "2026-06-19T06:02:21.141094Z" + "iopub.execute_input": "2026-07-08T10:10:51.945748Z", + "iopub.status.busy": "2026-07-08T10:10:51.945596Z", + "iopub.status.idle": "2026-07-08T10:10:51.960364Z", + "shell.execute_reply": "2026-07-08T10:10:51.959025Z" }, "pycharm": { "name": "#%%\n" @@ -448,10 +457,10 @@ "start_time": "2025-10-06T03:59:38.930957Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.145000Z", - "iopub.status.busy": "2026-06-19T06:02:21.144813Z", - "iopub.status.idle": "2026-06-19T06:02:21.186978Z", - "shell.execute_reply": "2026-06-19T06:02:21.185338Z" + "iopub.execute_input": "2026-07-08T10:10:51.962382Z", + "iopub.status.busy": "2026-07-08T10:10:51.962202Z", + "iopub.status.idle": "2026-07-08T10:10:52.006884Z", + "shell.execute_reply": "2026-07-08T10:10:52.006080Z" }, "pycharm": { "name": "#%%\n" @@ -488,10 +497,10 @@ "start_time": "2025-10-06T03:59:38.988173Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.189344Z", - "iopub.status.busy": "2026-06-19T06:02:21.189147Z", - "iopub.status.idle": "2026-06-19T06:02:21.195094Z", - "shell.execute_reply": "2026-06-19T06:02:21.194004Z" + "iopub.execute_input": "2026-07-08T10:10:52.008922Z", + "iopub.status.busy": "2026-07-08T10:10:52.008684Z", + "iopub.status.idle": "2026-07-08T10:10:52.016420Z", + "shell.execute_reply": "2026-07-08T10:10:52.015467Z" }, "pycharm": { "name": "#%%\n" @@ -554,10 +563,10 @@ "start_time": "2025-10-06T03:59:39.018306Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.197413Z", - "iopub.status.busy": "2026-06-19T06:02:21.197233Z", - "iopub.status.idle": "2026-06-19T06:02:21.229622Z", - "shell.execute_reply": "2026-06-19T06:02:21.228879Z" + "iopub.execute_input": "2026-07-08T10:10:52.017930Z", + "iopub.status.busy": "2026-07-08T10:10:52.017788Z", + "iopub.status.idle": "2026-07-08T10:10:52.052912Z", + "shell.execute_reply": "2026-07-08T10:10:52.052019Z" }, "pycharm": { "name": "#%%\n" @@ -592,10 +601,10 @@ "start_time": "2025-10-06T03:59:39.044579Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.231673Z", - "iopub.status.busy": "2026-06-19T06:02:21.231512Z", - "iopub.status.idle": "2026-06-19T06:02:21.273281Z", - "shell.execute_reply": "2026-06-19T06:02:21.272525Z" + "iopub.execute_input": "2026-07-08T10:10:52.054715Z", + "iopub.status.busy": "2026-07-08T10:10:52.054492Z", + "iopub.status.idle": "2026-07-08T10:10:52.122460Z", + "shell.execute_reply": "2026-07-08T10:10:52.121427Z" }, "pycharm": { "name": "#%%\n" @@ -630,10 +639,10 @@ "start_time": "2025-10-06T03:59:39.066649Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.275218Z", - "iopub.status.busy": "2026-06-19T06:02:21.275046Z", - "iopub.status.idle": "2026-06-19T06:02:21.343084Z", - "shell.execute_reply": "2026-06-19T06:02:21.342179Z" + "iopub.execute_input": "2026-07-08T10:10:52.124095Z", + "iopub.status.busy": "2026-07-08T10:10:52.123935Z", + "iopub.status.idle": "2026-07-08T10:10:52.238266Z", + "shell.execute_reply": "2026-07-08T10:10:52.237408Z" }, "pycharm": { "name": "#%%\n" @@ -680,10 +689,10 @@ "start_time": "2025-10-06T03:59:39.093447Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.344719Z", - "iopub.status.busy": "2026-06-19T06:02:21.344558Z", - "iopub.status.idle": "2026-06-19T06:02:21.373492Z", - "shell.execute_reply": "2026-06-19T06:02:21.372796Z" + "iopub.execute_input": "2026-07-08T10:10:52.240207Z", + "iopub.status.busy": "2026-07-08T10:10:52.240060Z", + "iopub.status.idle": "2026-07-08T10:10:52.283950Z", + "shell.execute_reply": "2026-07-08T10:10:52.283129Z" }, "pycharm": { "name": "#%%\n" @@ -694,7 +703,7 @@ "data": { "text/plain": [ "Array(value=Array([2. , 2.1111112, 2.2222223, 2.3333333, 2.4444447, 2.5555556,\n", - " 2.6666667, 2.777778 , 2.8888888, 3. ]),\n", + " 2.6666665, 2.777778 , 2.8888888, 3. ]),\n", " dtype=float32)" ] }, @@ -755,10 +764,10 @@ "start_time": "2025-10-06T03:59:39.157761Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.375319Z", - "iopub.status.busy": "2026-06-19T06:02:21.375187Z", - "iopub.status.idle": "2026-06-19T06:02:21.568833Z", - "shell.execute_reply": "2026-06-19T06:02:21.568103Z" + "iopub.execute_input": "2026-07-08T10:10:52.286041Z", + "iopub.status.busy": "2026-07-08T10:10:52.285879Z", + "iopub.status.idle": "2026-07-08T10:10:58.535388Z", + "shell.execute_reply": "2026-07-08T10:10:58.534455Z" }, "pycharm": { "name": "#%%\n" @@ -768,11 +777,11 @@ { "data": { "text/plain": [ - "Array([[0.01797414, 0.9021939 ],\n", - " [0.09821773, 0.3636912 ],\n", - " [0.18270576, 0.7328526 ],\n", - " [0.5753864 , 0.5430033 ],\n", - " [0.05610061, 0.7379725 ]], dtype=float32)" + "Array([[0.6164522 , 0.43975604],\n", + " [0.5478176 , 0.06037843],\n", + " [0.40679932, 0.15587687],\n", + " [0.16616046, 0.91667736],\n", + " [0.5669707 , 0.68602014]], dtype=float32)" ] }, "execution_count": 14, @@ -808,10 +817,10 @@ "start_time": "2025-10-06T03:59:39.374034Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.570524Z", - "iopub.status.busy": "2026-06-19T06:02:21.570338Z", - "iopub.status.idle": "2026-06-19T06:02:21.676675Z", - "shell.execute_reply": "2026-06-19T06:02:21.675922Z" + "iopub.execute_input": "2026-07-08T10:10:58.537175Z", + "iopub.status.busy": "2026-07-08T10:10:58.536996Z", + "iopub.status.idle": "2026-07-08T10:10:58.685327Z", + "shell.execute_reply": "2026-07-08T10:10:58.684044Z" }, "pycharm": { "name": "#%%\n" @@ -821,11 +830,11 @@ { "data": { "text/plain": [ - "Array([[-2.650555 , 1.2772604 ],\n", - " [ 0.43119198, 0.76573175],\n", - " [-0.9888951 , 1.0012816 ],\n", - " [ 0.29885888, 0.81769097],\n", - " [-1.9827036 , -0.0032319 ]], dtype=float32)" + "Array([[ 0.98397744, -1.4478326 ],\n", + " [-0.39450112, 1.0691705 ],\n", + " [ 0.12235741, -0.20892985],\n", + " [-1.0940435 , -0.98211783],\n", + " [-0.5956782 , 0.7393048 ]], dtype=float32)" ] }, "execution_count": 15, @@ -861,10 +870,10 @@ "start_time": "2025-10-06T03:59:39.499020Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.678307Z", - "iopub.status.busy": "2026-06-19T06:02:21.678178Z", - "iopub.status.idle": "2026-06-19T06:02:21.792728Z", - "shell.execute_reply": "2026-06-19T06:02:21.791735Z" + "iopub.execute_input": "2026-07-08T10:10:58.687333Z", + "iopub.status.busy": "2026-07-08T10:10:58.687150Z", + "iopub.status.idle": "2026-07-08T10:10:59.012477Z", + "shell.execute_reply": "2026-07-08T10:10:59.011659Z" }, "pycharm": { "name": "#%%\n" @@ -874,7 +883,7 @@ { "data": { "text/plain": [ - "Array([2, 0, 0, 2, 1, 2, 2, 0, 2, 1], dtype=int32)" + "Array([1, 1, 1, 1, 2, 1, 2, 2, 1, 2], dtype=int32)" ] }, "execution_count": 16, @@ -910,10 +919,10 @@ "start_time": "2025-10-06T03:59:39.642785Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.795126Z", - "iopub.status.busy": "2026-06-19T06:02:21.794952Z", - "iopub.status.idle": "2026-06-19T06:02:21.897072Z", - "shell.execute_reply": "2026-06-19T06:02:21.896190Z" + "iopub.execute_input": "2026-07-08T10:10:59.014134Z", + "iopub.status.busy": "2026-07-08T10:10:59.013979Z", + "iopub.status.idle": "2026-07-08T10:10:59.132670Z", + "shell.execute_reply": "2026-07-08T10:10:59.131694Z" }, "pycharm": { "name": "#%%\n" @@ -923,9 +932,9 @@ { "data": { "text/plain": [ - "Array([[0.6411288 , 0.51118267],\n", - " [0.9422742 , 0.489851 ],\n", - " [0.91604745, 0.43373895]], dtype=float32)" + "Array([[0.27686918, 0.60522723],\n", + " [0.163445 , 0.2815472 ],\n", + " [0.5542605 , 0.93015754]], dtype=float32)" ] }, "execution_count": 17, @@ -973,10 +982,10 @@ "start_time": "2025-10-06T03:59:39.947783Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.899468Z", - "iopub.status.busy": "2026-06-19T06:02:21.899312Z", - "iopub.status.idle": "2026-06-19T06:02:21.981638Z", - "shell.execute_reply": "2026-06-19T06:02:21.980785Z" + "iopub.execute_input": "2026-07-08T10:10:59.134384Z", + "iopub.status.busy": "2026-07-08T10:10:59.134215Z", + "iopub.status.idle": "2026-07-08T10:10:59.359120Z", + "shell.execute_reply": "2026-07-08T10:10:59.358165Z" }, "pycharm": { "name": "#%%\n" @@ -986,7 +995,7 @@ { "data": { "text/plain": [ - "Array([3, 7, 8, 4, 2, 5, 9, 0, 6, 1], dtype=int32)" + "Array([0, 2, 3, 8, 4, 1, 6, 5, 7, 9], dtype=int32)" ] }, "execution_count": 18, @@ -1022,10 +1031,10 @@ "start_time": "2025-10-06T03:59:40.070912Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.983463Z", - "iopub.status.busy": "2026-06-19T06:02:21.983325Z", - "iopub.status.idle": "2026-06-19T06:02:21.987688Z", - "shell.execute_reply": "2026-06-19T06:02:21.986871Z" + "iopub.execute_input": "2026-07-08T10:10:59.361172Z", + "iopub.status.busy": "2026-07-08T10:10:59.360994Z", + "iopub.status.idle": "2026-07-08T10:10:59.370685Z", + "shell.execute_reply": "2026-07-08T10:10:59.369548Z" }, "pycharm": { "name": "#%%\n" @@ -1035,7 +1044,7 @@ { "data": { "text/plain": [ - "Array([9, 5, 8, 2, 7, 1, 0, 6, 4, 3], dtype=int32)" + "Array([2, 8, 6, 4, 1, 7, 0, 5, 9, 3], dtype=int32)" ] }, "execution_count": 19, @@ -1083,10 +1092,10 @@ "start_time": "2025-10-06T03:59:40.092071Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:21.990014Z", - "iopub.status.busy": "2026-06-19T06:02:21.989853Z", - "iopub.status.idle": "2026-06-19T06:02:22.491264Z", - "shell.execute_reply": "2026-06-19T06:02:22.490334Z" + "iopub.execute_input": "2026-07-08T10:10:59.373413Z", + "iopub.status.busy": "2026-07-08T10:10:59.373215Z", + "iopub.status.idle": "2026-07-08T10:11:00.760958Z", + "shell.execute_reply": "2026-07-08T10:11:00.759972Z" }, "pycharm": { "name": "#%%\n" @@ -1096,8 +1105,8 @@ { "data": { "text/plain": [ - "Array([0.5831894 , 0.34946 , 0.59888864, 0.37604737, 0.45930463,\n", - " 0.5904292 , 0.42666435, 0.67732143, 0.49762127, 0.39011276], dtype=float32)" + "Array([0.36594835, 0.16104054, 0.11310526, 0.48100534, 0.43608502,\n", + " 0.41741145, 0.6287352 , 0.09597132, 0.20696245, 0.3495521 ], dtype=float32)" ] }, "execution_count": 20, @@ -1133,10 +1142,10 @@ "start_time": "2025-10-06T03:59:40.623365Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.493268Z", - "iopub.status.busy": "2026-06-19T06:02:22.493127Z", - "iopub.status.idle": "2026-06-19T06:02:22.586125Z", - "shell.execute_reply": "2026-06-19T06:02:22.585318Z" + "iopub.execute_input": "2026-07-08T10:11:00.762675Z", + "iopub.status.busy": "2026-07-08T10:11:00.762509Z", + "iopub.status.idle": "2026-07-08T10:11:00.931707Z", + "shell.execute_reply": "2026-07-08T10:11:00.930596Z" }, "pycharm": { "name": "#%%\n" @@ -1146,8 +1155,8 @@ { "data": { "text/plain": [ - "Array([0.93221635, 0.2332021 , 0.54786086, 1.561216 , 0.3528995 ,\n", - " 0.94271016, 1.7314645 , 2.2374532 , 0.02415656, 1.2254599 ], dtype=float32)" + "Array([0.48664913, 1.8973777 , 0.51745087, 0.20051095, 1.0601356 ,\n", + " 1.0056304 , 0.25322506, 0.04211124, 0.49415717, 0.01992344], dtype=float32)" ] }, "execution_count": 21, @@ -1274,10 +1283,10 @@ "start_time": "2025-10-06T03:59:40.786148Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.587956Z", - "iopub.status.busy": "2026-06-19T06:02:22.587824Z", - "iopub.status.idle": "2026-06-19T06:02:22.601478Z", - "shell.execute_reply": "2026-06-19T06:02:22.600727Z" + "iopub.execute_input": "2026-07-08T10:11:00.933272Z", + "iopub.status.busy": "2026-07-08T10:11:00.933119Z", + "iopub.status.idle": "2026-07-08T10:11:00.951602Z", + "shell.execute_reply": "2026-07-08T10:11:00.950572Z" }, "pycharm": { "name": "#%%\n" @@ -1311,10 +1320,10 @@ "start_time": "2025-10-06T03:59:40.854024Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.603246Z", - "iopub.status.busy": "2026-06-19T06:02:22.603112Z", - "iopub.status.idle": "2026-06-19T06:02:22.624087Z", - "shell.execute_reply": "2026-06-19T06:02:22.623365Z" + "iopub.execute_input": "2026-07-08T10:11:00.953246Z", + "iopub.status.busy": "2026-07-08T10:11:00.953079Z", + "iopub.status.idle": "2026-07-08T10:11:01.010405Z", + "shell.execute_reply": "2026-07-08T10:11:01.009428Z" }, "pycharm": { "name": "#%%\n" @@ -1360,10 +1369,10 @@ "start_time": "2025-10-06T03:59:40.892385Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.626318Z", - "iopub.status.busy": "2026-06-19T06:02:22.626174Z", - "iopub.status.idle": "2026-06-19T06:02:22.654762Z", - "shell.execute_reply": "2026-06-19T06:02:22.653949Z" + "iopub.execute_input": "2026-07-08T10:11:01.012813Z", + "iopub.status.busy": "2026-07-08T10:11:01.012639Z", + "iopub.status.idle": "2026-07-08T10:11:01.054255Z", + "shell.execute_reply": "2026-07-08T10:11:01.053346Z" }, "pycharm": { "name": "#%%\n" @@ -1407,10 +1416,10 @@ "start_time": "2025-10-06T03:59:40.955557Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.656794Z", - "iopub.status.busy": "2026-06-19T06:02:22.656634Z", - "iopub.status.idle": "2026-06-19T06:02:22.681725Z", - "shell.execute_reply": "2026-06-19T06:02:22.680788Z" + "iopub.execute_input": "2026-07-08T10:11:01.056291Z", + "iopub.status.busy": "2026-07-08T10:11:01.056128Z", + "iopub.status.idle": "2026-07-08T10:11:01.091874Z", + "shell.execute_reply": "2026-07-08T10:11:01.090824Z" }, "pycharm": { "name": "#%%\n" @@ -1442,10 +1451,10 @@ "start_time": "2025-10-06T03:59:41.028859Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.683773Z", - "iopub.status.busy": "2026-06-19T06:02:22.683497Z", - "iopub.status.idle": "2026-06-19T06:02:22.710851Z", - "shell.execute_reply": "2026-06-19T06:02:22.710112Z" + "iopub.execute_input": "2026-07-08T10:11:01.094260Z", + "iopub.status.busy": "2026-07-08T10:11:01.094071Z", + "iopub.status.idle": "2026-07-08T10:11:01.145698Z", + "shell.execute_reply": "2026-07-08T10:11:01.144859Z" }, "pycharm": { "name": "#%%\n" @@ -1477,10 +1486,10 @@ "start_time": "2025-10-06T03:59:41.055638Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.713097Z", - "iopub.status.busy": "2026-06-19T06:02:22.712953Z", - "iopub.status.idle": "2026-06-19T06:02:22.739213Z", - "shell.execute_reply": "2026-06-19T06:02:22.738503Z" + "iopub.execute_input": "2026-07-08T10:11:01.148659Z", + "iopub.status.busy": "2026-07-08T10:11:01.148440Z", + "iopub.status.idle": "2026-07-08T10:11:01.188432Z", + "shell.execute_reply": "2026-07-08T10:11:01.187452Z" }, "pycharm": { "name": "#%%\n" @@ -1543,10 +1552,10 @@ "start_time": "2025-10-06T03:59:41.101774Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.741134Z", - "iopub.status.busy": "2026-06-19T06:02:22.741002Z", - "iopub.status.idle": "2026-06-19T06:02:22.764832Z", - "shell.execute_reply": "2026-06-19T06:02:22.764176Z" + "iopub.execute_input": "2026-07-08T10:11:01.190466Z", + "iopub.status.busy": "2026-07-08T10:11:01.190249Z", + "iopub.status.idle": "2026-07-08T10:11:01.279543Z", + "shell.execute_reply": "2026-07-08T10:11:01.278472Z" }, "pycharm": { "name": "#%%\n" @@ -1580,10 +1589,10 @@ "start_time": "2025-10-06T03:59:41.146432Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.766724Z", - "iopub.status.busy": "2026-06-19T06:02:22.766587Z", - "iopub.status.idle": "2026-06-19T06:02:22.788042Z", - "shell.execute_reply": "2026-06-19T06:02:22.787258Z" + "iopub.execute_input": "2026-07-08T10:11:01.281360Z", + "iopub.status.busy": "2026-07-08T10:11:01.281202Z", + "iopub.status.idle": "2026-07-08T10:11:01.361336Z", + "shell.execute_reply": "2026-07-08T10:11:01.360301Z" }, "pycharm": { "name": "#%%\n" @@ -1615,10 +1624,10 @@ "start_time": "2025-10-06T03:59:41.261146Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.789855Z", - "iopub.status.busy": "2026-06-19T06:02:22.789703Z", - "iopub.status.idle": "2026-06-19T06:02:22.817998Z", - "shell.execute_reply": "2026-06-19T06:02:22.817383Z" + "iopub.execute_input": "2026-07-08T10:11:01.363076Z", + "iopub.status.busy": "2026-07-08T10:11:01.362785Z", + "iopub.status.idle": "2026-07-08T10:11:01.461390Z", + "shell.execute_reply": "2026-07-08T10:11:01.460402Z" }, "pycharm": { "name": "#%%\n" @@ -1674,10 +1683,10 @@ "start_time": "2025-10-06T03:59:41.337976Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.819754Z", - "iopub.status.busy": "2026-06-19T06:02:22.819621Z", - "iopub.status.idle": "2026-06-19T06:02:22.831244Z", - "shell.execute_reply": "2026-06-19T06:02:22.830472Z" + "iopub.execute_input": "2026-07-08T10:11:01.463200Z", + "iopub.status.busy": "2026-07-08T10:11:01.463043Z", + "iopub.status.idle": "2026-07-08T10:11:01.476972Z", + "shell.execute_reply": "2026-07-08T10:11:01.475973Z" }, "pycharm": { "name": "#%%\n" @@ -1700,10 +1709,10 @@ "start_time": "2025-10-06T03:59:41.370588Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.833327Z", - "iopub.status.busy": "2026-06-19T06:02:22.833198Z", - "iopub.status.idle": "2026-06-19T06:02:22.854480Z", - "shell.execute_reply": "2026-06-19T06:02:22.853659Z" + "iopub.execute_input": "2026-07-08T10:11:01.478716Z", + "iopub.status.busy": "2026-07-08T10:11:01.478506Z", + "iopub.status.idle": "2026-07-08T10:11:01.561011Z", + "shell.execute_reply": "2026-07-08T10:11:01.559781Z" }, "pycharm": { "name": "#%%\n" @@ -1735,10 +1744,10 @@ "start_time": "2025-10-06T03:59:41.440684Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.856103Z", - "iopub.status.busy": "2026-06-19T06:02:22.855986Z", - "iopub.status.idle": "2026-06-19T06:02:22.879652Z", - "shell.execute_reply": "2026-06-19T06:02:22.878796Z" + "iopub.execute_input": "2026-07-08T10:11:01.563184Z", + "iopub.status.busy": "2026-07-08T10:11:01.563003Z", + "iopub.status.idle": "2026-07-08T10:11:01.663848Z", + "shell.execute_reply": "2026-07-08T10:11:01.662846Z" }, "pycharm": { "name": "#%%\n" @@ -1806,10 +1815,10 @@ "start_time": "2025-10-06T03:59:41.486355Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.881400Z", - "iopub.status.busy": "2026-06-19T06:02:22.881259Z", - "iopub.status.idle": "2026-06-19T06:02:22.914841Z", - "shell.execute_reply": "2026-06-19T06:02:22.914109Z" + "iopub.execute_input": "2026-07-08T10:11:01.666024Z", + "iopub.status.busy": "2026-07-08T10:11:01.665809Z", + "iopub.status.idle": "2026-07-08T10:11:01.723119Z", + "shell.execute_reply": "2026-07-08T10:11:01.721828Z" }, "pycharm": { "name": "#%%\n" @@ -1856,10 +1865,10 @@ "start_time": "2025-10-06T03:59:41.561360Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.916895Z", - "iopub.status.busy": "2026-06-19T06:02:22.916719Z", - "iopub.status.idle": "2026-06-19T06:02:22.939760Z", - "shell.execute_reply": "2026-06-19T06:02:22.938907Z" + "iopub.execute_input": "2026-07-08T10:11:01.726215Z", + "iopub.status.busy": "2026-07-08T10:11:01.725963Z", + "iopub.status.idle": "2026-07-08T10:11:01.772908Z", + "shell.execute_reply": "2026-07-08T10:11:01.771900Z" }, "pycharm": { "name": "#%%\n" @@ -1918,10 +1927,10 @@ "start_time": "2025-10-06T03:59:41.605666Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.941467Z", - "iopub.status.busy": "2026-06-19T06:02:22.941330Z", - "iopub.status.idle": "2026-06-19T06:02:22.974019Z", - "shell.execute_reply": "2026-06-19T06:02:22.973117Z" + "iopub.execute_input": "2026-07-08T10:11:01.774727Z", + "iopub.status.busy": "2026-07-08T10:11:01.774501Z", + "iopub.status.idle": "2026-07-08T10:11:01.832635Z", + "shell.execute_reply": "2026-07-08T10:11:01.831834Z" }, "pycharm": { "name": "#%%\n" @@ -2023,10 +2032,10 @@ "start_time": "2025-10-06T03:59:41.666473Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:22.975609Z", - "iopub.status.busy": "2026-06-19T06:02:22.975482Z", - "iopub.status.idle": "2026-06-19T06:02:23.525105Z", - "shell.execute_reply": "2026-06-19T06:02:23.524184Z" + "iopub.execute_input": "2026-07-08T10:11:01.834850Z", + "iopub.status.busy": "2026-07-08T10:11:01.834617Z", + "iopub.status.idle": "2026-07-08T10:11:02.277240Z", + "shell.execute_reply": "2026-07-08T10:11:02.276165Z" }, "pycharm": { "name": "#%%\n" @@ -2071,10 +2080,10 @@ "start_time": "2025-10-06T03:59:41.984015Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:23.527068Z", - "iopub.status.busy": "2026-06-19T06:02:23.526915Z", - "iopub.status.idle": "2026-06-19T06:02:23.986848Z", - "shell.execute_reply": "2026-06-19T06:02:23.986110Z" + "iopub.execute_input": "2026-07-08T10:11:02.279300Z", + "iopub.status.busy": "2026-07-08T10:11:02.279122Z", + "iopub.status.idle": "2026-07-08T10:11:02.671463Z", + "shell.execute_reply": "2026-07-08T10:11:02.670540Z" }, "pycharm": { "name": "#%%\n" @@ -2121,10 +2130,10 @@ "start_time": "2025-10-06T03:59:42.327688Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:23.988721Z", - "iopub.status.busy": "2026-06-19T06:02:23.988593Z", - "iopub.status.idle": "2026-06-19T06:02:24.063149Z", - "shell.execute_reply": "2026-06-19T06:02:24.062391Z" + "iopub.execute_input": "2026-07-08T10:11:02.673546Z", + "iopub.status.busy": "2026-07-08T10:11:02.673386Z", + "iopub.status.idle": "2026-07-08T10:11:02.798767Z", + "shell.execute_reply": "2026-07-08T10:11:02.797756Z" }, "pycharm": { "name": "#%%\n" @@ -2159,10 +2168,10 @@ "start_time": "2025-10-06T03:59:42.484715Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.064807Z", - "iopub.status.busy": "2026-06-19T06:02:24.064649Z", - "iopub.status.idle": "2026-06-19T06:02:24.420071Z", - "shell.execute_reply": "2026-06-19T06:02:24.418960Z" + "iopub.execute_input": "2026-07-08T10:11:02.800919Z", + "iopub.status.busy": "2026-07-08T10:11:02.800716Z", + "iopub.status.idle": "2026-07-08T10:11:03.059884Z", + "shell.execute_reply": "2026-07-08T10:11:03.058396Z" }, "pycharm": { "name": "#%%\n" @@ -2233,10 +2242,10 @@ "start_time": "2025-10-06T03:59:42.737666Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.422436Z", - "iopub.status.busy": "2026-06-19T06:02:24.422275Z", - "iopub.status.idle": "2026-06-19T06:02:24.452807Z", - "shell.execute_reply": "2026-06-19T06:02:24.451753Z" + "iopub.execute_input": "2026-07-08T10:11:03.061689Z", + "iopub.status.busy": "2026-07-08T10:11:03.061512Z", + "iopub.status.idle": "2026-07-08T10:11:03.103890Z", + "shell.execute_reply": "2026-07-08T10:11:03.102943Z" }, "pycharm": { "name": "#%%\n" @@ -2270,10 +2279,10 @@ "start_time": "2025-10-06T03:59:42.776570Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.454924Z", - "iopub.status.busy": "2026-06-19T06:02:24.454748Z", - "iopub.status.idle": "2026-06-19T06:02:24.493294Z", - "shell.execute_reply": "2026-06-19T06:02:24.491410Z" + "iopub.execute_input": "2026-07-08T10:11:03.105713Z", + "iopub.status.busy": "2026-07-08T10:11:03.105551Z", + "iopub.status.idle": "2026-07-08T10:11:03.155173Z", + "shell.execute_reply": "2026-07-08T10:11:03.154171Z" }, "pycharm": { "name": "#%%\n" @@ -2305,10 +2314,10 @@ "start_time": "2025-10-06T03:59:42.819918Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.495738Z", - "iopub.status.busy": "2026-06-19T06:02:24.495400Z", - "iopub.status.idle": "2026-06-19T06:02:24.522213Z", - "shell.execute_reply": "2026-06-19T06:02:24.520965Z" + "iopub.execute_input": "2026-07-08T10:11:03.156798Z", + "iopub.status.busy": "2026-07-08T10:11:03.156649Z", + "iopub.status.idle": "2026-07-08T10:11:03.192346Z", + "shell.execute_reply": "2026-07-08T10:11:03.191239Z" }, "pycharm": { "name": "#%%\n" @@ -2340,10 +2349,10 @@ "start_time": "2025-10-06T03:59:42.849339Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.525792Z", - "iopub.status.busy": "2026-06-19T06:02:24.525620Z", - "iopub.status.idle": "2026-06-19T06:02:24.672394Z", - "shell.execute_reply": "2026-06-19T06:02:24.671399Z" + "iopub.execute_input": "2026-07-08T10:11:03.194655Z", + "iopub.status.busy": "2026-07-08T10:11:03.194441Z", + "iopub.status.idle": "2026-07-08T10:11:03.390915Z", + "shell.execute_reply": "2026-07-08T10:11:03.389880Z" }, "pycharm": { "name": "#%%\n" @@ -2376,10 +2385,10 @@ "id": "885641f7", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.674873Z", - "iopub.status.busy": "2026-06-19T06:02:24.674697Z", - "iopub.status.idle": "2026-06-19T06:02:24.699544Z", - "shell.execute_reply": "2026-06-19T06:02:24.698678Z" + "iopub.execute_input": "2026-07-08T10:11:03.393865Z", + "iopub.status.busy": "2026-07-08T10:11:03.393665Z", + "iopub.status.idle": "2026-07-08T10:11:03.429461Z", + "shell.execute_reply": "2026-07-08T10:11:03.428510Z" }, "pycharm": { "name": "#%%\n" @@ -2407,10 +2416,10 @@ "id": "0ff1e887", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.701482Z", - "iopub.status.busy": "2026-06-19T06:02:24.701343Z", - "iopub.status.idle": "2026-06-19T06:02:24.727387Z", - "shell.execute_reply": "2026-06-19T06:02:24.726560Z" + "iopub.execute_input": "2026-07-08T10:11:03.431791Z", + "iopub.status.busy": "2026-07-08T10:11:03.431605Z", + "iopub.status.idle": "2026-07-08T10:11:03.506230Z", + "shell.execute_reply": "2026-07-08T10:11:03.505242Z" }, "pycharm": { "name": "#%%\n" @@ -2426,7 +2435,7 @@ "10.000001\n", "3.0\n", "10.000001\n", - "5.0000005\n", + "5.0\n", "6.0000005\n", "7.0000005\n", "8.000001\n", @@ -2457,10 +2466,10 @@ "id": "27480c78", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.729416Z", - "iopub.status.busy": "2026-06-19T06:02:24.729276Z", - "iopub.status.idle": "2026-06-19T06:02:24.762828Z", - "shell.execute_reply": "2026-06-19T06:02:24.761817Z" + "iopub.execute_input": "2026-07-08T10:11:03.508263Z", + "iopub.status.busy": "2026-07-08T10:11:03.508095Z", + "iopub.status.idle": "2026-07-08T10:11:03.550182Z", + "shell.execute_reply": "2026-07-08T10:11:03.549031Z" }, "pycharm": { "name": "#%%\n" @@ -2477,10 +2486,10 @@ "id": "d6154f95", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.764703Z", - "iopub.status.busy": "2026-06-19T06:02:24.764560Z", - "iopub.status.idle": "2026-06-19T06:02:24.796559Z", - "shell.execute_reply": "2026-06-19T06:02:24.795957Z" + "iopub.execute_input": "2026-07-08T10:11:03.551822Z", + "iopub.status.busy": "2026-07-08T10:11:03.551662Z", + "iopub.status.idle": "2026-07-08T10:11:03.610551Z", + "shell.execute_reply": "2026-07-08T10:11:03.609532Z" }, "pycharm": { "name": "#%%\n" @@ -2508,10 +2517,10 @@ "id": "4e415280", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.798918Z", - "iopub.status.busy": "2026-06-19T06:02:24.798772Z", - "iopub.status.idle": "2026-06-19T06:02:24.830452Z", - "shell.execute_reply": "2026-06-19T06:02:24.829814Z" + "iopub.execute_input": "2026-07-08T10:11:03.612203Z", + "iopub.status.busy": "2026-07-08T10:11:03.612040Z", + "iopub.status.idle": "2026-07-08T10:11:03.667331Z", + "shell.execute_reply": "2026-07-08T10:11:03.666490Z" }, "pycharm": { "name": "#%%\n" @@ -2539,10 +2548,10 @@ "id": "cdd85a48", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.832430Z", - "iopub.status.busy": "2026-06-19T06:02:24.832300Z", - "iopub.status.idle": "2026-06-19T06:02:24.835942Z", - "shell.execute_reply": "2026-06-19T06:02:24.835226Z" + "iopub.execute_input": "2026-07-08T10:11:03.669690Z", + "iopub.status.busy": "2026-07-08T10:11:03.669461Z", + "iopub.status.idle": "2026-07-08T10:11:03.675437Z", + "shell.execute_reply": "2026-07-08T10:11:03.674466Z" }, "pycharm": { "name": "#%%\n" @@ -2570,10 +2579,10 @@ "id": "0114d873", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.837738Z", - "iopub.status.busy": "2026-06-19T06:02:24.837613Z", - "iopub.status.idle": "2026-06-19T06:02:24.862166Z", - "shell.execute_reply": "2026-06-19T06:02:24.861290Z" + "iopub.execute_input": "2026-07-08T10:11:03.677353Z", + "iopub.status.busy": "2026-07-08T10:11:03.677169Z", + "iopub.status.idle": "2026-07-08T10:11:03.731789Z", + "shell.execute_reply": "2026-07-08T10:11:03.730847Z" }, "pycharm": { "name": "#%%\n" @@ -2614,10 +2623,10 @@ "id": "e422eca2", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.864239Z", - "iopub.status.busy": "2026-06-19T06:02:24.864064Z", - "iopub.status.idle": "2026-06-19T06:02:24.897339Z", - "shell.execute_reply": "2026-06-19T06:02:24.896460Z" + "iopub.execute_input": "2026-07-08T10:11:03.733759Z", + "iopub.status.busy": "2026-07-08T10:11:03.733587Z", + "iopub.status.idle": "2026-07-08T10:11:03.788486Z", + "shell.execute_reply": "2026-07-08T10:11:03.787680Z" }, "pycharm": { "name": "#%%\n" @@ -2663,10 +2672,10 @@ "id": "47c9cc2c", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.899348Z", - "iopub.status.busy": "2026-06-19T06:02:24.899190Z", - "iopub.status.idle": "2026-06-19T06:02:24.936628Z", - "shell.execute_reply": "2026-06-19T06:02:24.935710Z" + "iopub.execute_input": "2026-07-08T10:11:03.790863Z", + "iopub.status.busy": "2026-07-08T10:11:03.790639Z", + "iopub.status.idle": "2026-07-08T10:11:03.834967Z", + "shell.execute_reply": "2026-07-08T10:11:03.834100Z" }, "pycharm": { "name": "#%%\n" @@ -2683,10 +2692,10 @@ "id": "2999745b", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.939183Z", - "iopub.status.busy": "2026-06-19T06:02:24.939042Z", - "iopub.status.idle": "2026-06-19T06:02:24.972718Z", - "shell.execute_reply": "2026-06-19T06:02:24.971996Z" + "iopub.execute_input": "2026-07-08T10:11:03.836595Z", + "iopub.status.busy": "2026-07-08T10:11:03.836432Z", + "iopub.status.idle": "2026-07-08T10:11:03.901045Z", + "shell.execute_reply": "2026-07-08T10:11:03.900135Z" }, "pycharm": { "name": "#%%\n" @@ -2717,10 +2726,10 @@ "id": "6e0599df", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:24.974427Z", - "iopub.status.busy": "2026-06-19T06:02:24.974284Z", - "iopub.status.idle": "2026-06-19T06:02:25.008484Z", - "shell.execute_reply": "2026-06-19T06:02:25.007822Z" + "iopub.execute_input": "2026-07-08T10:11:03.903238Z", + "iopub.status.busy": "2026-07-08T10:11:03.902991Z", + "iopub.status.idle": "2026-07-08T10:11:03.956892Z", + "shell.execute_reply": "2026-07-08T10:11:03.956058Z" }, "pycharm": { "name": "#%%\n" @@ -2765,10 +2774,10 @@ "id": "d2ebe164", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:25.010679Z", - "iopub.status.busy": "2026-06-19T06:02:25.010543Z", - "iopub.status.idle": "2026-06-19T06:02:25.039986Z", - "shell.execute_reply": "2026-06-19T06:02:25.039218Z" + "iopub.execute_input": "2026-07-08T10:11:03.958654Z", + "iopub.status.busy": "2026-07-08T10:11:03.958352Z", + "iopub.status.idle": "2026-07-08T10:11:03.981306Z", + "shell.execute_reply": "2026-07-08T10:11:03.980224Z" }, "pycharm": { "name": "#%%\n" @@ -2843,10 +2852,10 @@ "id": "2f1c90e6", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:25.042064Z", - "iopub.status.busy": "2026-06-19T06:02:25.041926Z", - "iopub.status.idle": "2026-06-19T06:02:25.045651Z", - "shell.execute_reply": "2026-06-19T06:02:25.044816Z" + "iopub.execute_input": "2026-07-08T10:11:03.983060Z", + "iopub.status.busy": "2026-07-08T10:11:03.982885Z", + "iopub.status.idle": "2026-07-08T10:11:03.994691Z", + "shell.execute_reply": "2026-07-08T10:11:03.993696Z" }, "pycharm": { "name": "#%%\n" @@ -2878,10 +2887,10 @@ "id": "056df35d", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:25.047616Z", - "iopub.status.busy": "2026-06-19T06:02:25.047481Z", - "iopub.status.idle": "2026-06-19T06:02:25.072989Z", - "shell.execute_reply": "2026-06-19T06:02:25.072244Z" + "iopub.execute_input": "2026-07-08T10:11:03.996228Z", + "iopub.status.busy": "2026-07-08T10:11:03.996068Z", + "iopub.status.idle": "2026-07-08T10:11:04.050474Z", + "shell.execute_reply": "2026-07-08T10:11:04.049578Z" }, "pycharm": { "name": "#%%\n" @@ -2892,7 +2901,7 @@ "data": { "text/plain": [ "Array(value=Array([0. , 0.11088263, 0.22039774, 0.32719472, 0.42995638,\n", - " 0.5274154 , 0.6183698 , 0.7016979 , 0.7763719 , 0.84147096], dtype=float32),\n", + " 0.5274154 , 0.6183698 , 0.7016979 , 0.77637196, 0.841471 ], dtype=float32),\n", " dtype=float32)" ] }, @@ -2913,10 +2922,10 @@ "id": "1fef793c", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:25.075327Z", - "iopub.status.busy": "2026-06-19T06:02:25.075196Z", - "iopub.status.idle": "2026-06-19T06:02:25.098759Z", - "shell.execute_reply": "2026-06-19T06:02:25.097898Z" + "iopub.execute_input": "2026-07-08T10:11:04.052309Z", + "iopub.status.busy": "2026-07-08T10:11:04.052156Z", + "iopub.status.idle": "2026-07-08T10:11:04.094414Z", + "shell.execute_reply": "2026-07-08T10:11:04.093187Z" }, "pycharm": { "name": "#%%\n" @@ -2926,8 +2935,8 @@ { "data": { "text/plain": [ - "Array(value=Array([0. , 0.11134101, 0.2240931 , 0.33983693, 0.46055397,\n", - " 0.589031 , 0.7297277 , 0.8911225 , 1.0949141 , 1.5707964 ], dtype=float32),\n", + "Array(value=Array([0. , 0.11134102, 0.2240931 , 0.3398369 , 0.46055397,\n", + " 0.589031 , 0.7297277 , 0.8911226 , 1.0949141 , 1.5707964 ], dtype=float32),\n", " dtype=float32)" ] }, @@ -2946,10 +2955,10 @@ "id": "2f3c8c02", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:25.100802Z", - "iopub.status.busy": "2026-06-19T06:02:25.100650Z", - "iopub.status.idle": "2026-06-19T06:02:25.151246Z", - "shell.execute_reply": "2026-06-19T06:02:25.150258Z" + "iopub.execute_input": "2026-07-08T10:11:04.096002Z", + "iopub.status.busy": "2026-07-08T10:11:04.095834Z", + "iopub.status.idle": "2026-07-08T10:11:04.149391Z", + "shell.execute_reply": "2026-07-08T10:11:04.148682Z" }, "pycharm": { "name": "#%%\n" @@ -2959,8 +2968,8 @@ { "data": { "text/plain": [ - "Array(value=Array([0. , 0.11133985, 0.22405571, 0.33954054, 0.45922154,\n", - " 0.58457786, 0.7171585 , 0.8586021 , 1.0106566 , 1.1752012 ], dtype=float32),\n", + "Array(value=Array([0. , 0.11133987, 0.22405574, 0.33954057, 0.45922157,\n", + " 0.5845778 , 0.7171585 , 0.85860205, 1.0106566 , 1.1752012 ], dtype=float32),\n", " dtype=float32)" ] }, @@ -2981,10 +2990,10 @@ "id": "3084f5bd", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:25.153785Z", - "iopub.status.busy": "2026-06-19T06:02:25.153594Z", - "iopub.status.idle": "2026-06-19T06:02:25.177586Z", - "shell.execute_reply": "2026-06-19T06:02:25.176850Z" + "iopub.execute_input": "2026-07-08T10:11:04.151515Z", + "iopub.status.busy": "2026-07-08T10:11:04.151319Z", + "iopub.status.idle": "2026-07-08T10:11:04.185455Z", + "shell.execute_reply": "2026-07-08T10:11:04.184343Z" }, "pycharm": { "name": "#%%\n" @@ -3014,10 +3023,10 @@ "id": "66de6eeb", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:02:25.179459Z", - "iopub.status.busy": "2026-06-19T06:02:25.179324Z", - "iopub.status.idle": "2026-06-19T06:02:25.202546Z", - "shell.execute_reply": "2026-06-19T06:02:25.201817Z" + "iopub.execute_input": "2026-07-08T10:11:04.187361Z", + "iopub.status.busy": "2026-07-08T10:11:04.187166Z", + "iopub.status.idle": "2026-07-08T10:11:04.268275Z", + "shell.execute_reply": "2026-07-08T10:11:04.267155Z" }, "pycharm": { "name": "#%%\n" diff --git a/docs/tutorial_math/arrays_and_variables.ipynb b/docs/tutorial_math/arrays_and_variables.ipynb index eb365626b..969ff848a 100644 --- a/docs/tutorial_math/arrays_and_variables.ipynb +++ b/docs/tutorial_math/arrays_and_variables.ipynb @@ -108,41 +108,58 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "5f03e5a3", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:13.846979Z", "start_time": "2025-10-06T04:00:08.949676Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:07.269090Z", + "iopub.status.busy": "2026-07-08T10:11:07.268929Z", + "iopub.status.idle": "2026-07-08T10:11:15.793948Z", + "shell.execute_reply": "2026-07-08T10:11:15.792398Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "import brainpy.math as bm\n", "\n", "# bm.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "code", + "execution_count": 2, "id": "20cb90fe", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:13.875585Z", "start_time": "2025-10-06T04:00:13.857167Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:15.796073Z", + "iopub.status.busy": "2026-07-08T10:11:15.795765Z", + "iopub.status.idle": "2026-07-08T10:11:15.813625Z", + "shell.execute_reply": "2026-07-08T10:11:15.812268Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "t1 = bm.array([[[0, 1, 2, 3], [1, 2, 3, 4], [4, 5, 6, 7]], \n", - " [[0, 0, 0, 0], [-1, 1, -1, 1], [2, -2, 2, -2]]])\n", - "t1" - ], "outputs": [ { "data": { @@ -162,7 +179,11 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "t1 = bm.array([[[0, 1, 2, 3], [1, 2, 3, 4], [4, 5, 6, 7]], \n", + " [[0, 0, 0, 0], [-1, 1, -1, 1], [2, -2, 2, -2]]])\n", + "t1" + ] }, { "cell_type": "markdown", @@ -198,22 +219,23 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "d4a5e216", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:13.920726Z", "start_time": "2025-10-06T04:00:13.916215Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:15.815378Z", + "iopub.status.busy": "2026-07-08T10:11:15.815204Z", + "iopub.status.idle": "2026-07-08T10:11:15.818650Z", + "shell.execute_reply": "2026-07-08T10:11:15.817696Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "print('t1.ndim: {}'.format(t1.ndim))\n", - "print('t1.shape: {}'.format(t1.shape))\n", - "print('t1.size: {}'.format(t1.size))\n", - "print('t1.dtype: {}'.format(t1.dtype))" - ], "outputs": [ { "name": "stdout", @@ -226,7 +248,12 @@ ] } ], - "execution_count": 3 + "source": [ + "print('t1.ndim: {}'.format(t1.ndim))\n", + "print('t1.shape: {}'.format(t1.shape))\n", + "print('t1.size: {}'.format(t1.size))\n", + "print('t1.dtype: {}'.format(t1.dtype))" + ] }, { "cell_type": "markdown", @@ -254,16 +281,24 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "d2d6d644", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:14.005331Z", "start_time": "2025-10-06T04:00:13.939476Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:15.820425Z", + "iopub.status.busy": "2026-07-08T10:11:15.820271Z", + "iopub.status.idle": "2026-07-08T10:11:15.939947Z", + "shell.execute_reply": "2026-07-08T10:11:15.938752Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [], "source": [ "t2 = bm.arange(4)\n", "# t2: JaxArray([0, 1, 2, 3], dtype=int32)\n", @@ -271,9 +306,7 @@ "t3 = bm.ones((2, 4)) * 1.5\n", "# t3: JaxArray([[1.5, 1.5, 1.5, 1.5],\n", "# [1.5, 1.5, 1.5, 1.5]], dtype=float32)" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -289,25 +322,23 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "b7d9fe6c", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:14.058416Z", "start_time": "2025-10-06T04:00:14.012533Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:15.941618Z", + "iopub.status.busy": "2026-07-08T10:11:15.941453Z", + "iopub.status.idle": "2026-07-08T10:11:16.026000Z", + "shell.execute_reply": "2026-07-08T10:11:16.024813Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# indexing and slicing\n", - "t3[1]\n", - "# DeviceArray([1.5, 1.5, 1.5, 1.5], dtype=float32)\n", - "\n", - "t3[:, 2:]\n", - "# DeviceArray([[1.5, 1.5],\n", - "# [1.5, 1.5]], dtype=float32)" - ], "outputs": [ { "data": { @@ -321,20 +352,48 @@ "output_type": "execute_result" } ], - "execution_count": 5 + "source": [ + "# indexing and slicing\n", + "t3[1]\n", + "# DeviceArray([1.5, 1.5, 1.5, 1.5], dtype=float32)\n", + "\n", + "t3[:, 2:]\n", + "# DeviceArray([[1.5, 1.5],\n", + "# [1.5, 1.5]], dtype=float32)" + ] }, { "cell_type": "code", + "execution_count": 6, "id": "067def1a", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:14.190503Z", "start_time": "2025-10-06T04:00:14.064220Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:16.028266Z", + "iopub.status.busy": "2026-07-08T10:11:16.028079Z", + "iopub.status.idle": "2026-07-08T10:11:16.230263Z", + "shell.execute_reply": "2026-07-08T10:11:16.229252Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [ + { + "data": { + "text/plain": [ + "Array([[1.5, 2.5, 3.5, 4.5],\n", + " [1.5, 2.5, 3.5, 4.5]], dtype=float32)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# algebraic operations\n", "t2 + t3[0]\n", @@ -350,46 +409,27 @@ "t2 + t3\n", "# JaxArray([[1.5, 2.5, 3.5, 4.5],\n", "# [1.5, 2.5, 3.5, 4.5]], dtype=float32)" - ], - "outputs": [ - { - "data": { - "text/plain": [ - "Array([[1.5, 2.5, 3.5, 4.5],\n", - " [1.5, 2.5, 3.5, 4.5]], dtype=float32)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "execution_count": 6 + ] }, { "cell_type": "code", + "execution_count": 7, "id": "be731099", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:14.274185Z", "start_time": "2025-10-06T04:00:14.200700Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:16.232107Z", + "iopub.status.busy": "2026-07-08T10:11:16.231936Z", + "iopub.status.idle": "2026-07-08T10:11:16.472311Z", + "shell.execute_reply": "2026-07-08T10:11:16.471337Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# some functions\n", - "bm.dot(t2, t3.T)\n", - "# JaxArray([9., 9.], dtype=float32)\n", - "\n", - "bm.max(t1, axis=2)\n", - "# JaxArray([[3, 4, 7],\n", - "# [0, 1, 2]], dtype=int32)\n", - "\n", - "t3.flatten()\n", - "# JaxArray([1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5], dtype=float32)" - ], "outputs": [ { "data": { @@ -402,7 +442,18 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "# some functions\n", + "bm.dot(t2, t3.T)\n", + "# JaxArray([9., 9.], dtype=float32)\n", + "\n", + "bm.max(t1, axis=2)\n", + "# JaxArray([[3, 4, 7],\n", + "# [0, 1, 2]], dtype=int32)\n", + "\n", + "t3.flatten()\n", + "# JaxArray([1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5], dtype=float32)" + ] }, { "cell_type": "markdown", @@ -418,26 +469,28 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "c1c11eba", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:14.519159Z", "start_time": "2025-10-06T04:00:14.281277Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:16.474555Z", + "iopub.status.busy": "2026-07-08T10:11:16.474392Z", + "iopub.status.idle": "2026-07-08T10:11:22.045598Z", + "shell.execute_reply": "2026-07-08T10:11:22.044518Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "n = 6 # assume there are 6 LIF neurons\n", - "tau = bm.random.randn(n)*2. + 20.\n", - "tau" - ], "outputs": [ { "data": { "text/plain": [ - "Array([20.199146, 23.244438, 20.915506, 20.84281 , 22.016336, 18.12661 ], dtype=float32)" + "Array([20.80875 , 18.331394, 21.644405, 23.177559, 21.144762, 21.459593], dtype=float32)" ] }, "execution_count": 8, @@ -445,7 +498,11 @@ "output_type": "execute_result" } ], - "execution_count": 8 + "source": [ + "n = 6 # assume there are 6 LIF neurons\n", + "tau = bm.random.randn(n)*2. + 20.\n", + "tau" + ] }, { "cell_type": "markdown", @@ -521,20 +578,23 @@ }, { "cell_type": "code", + "execution_count": 9, "id": "775db063", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:14.532518Z", "start_time": "2025-10-06T04:00:14.527171Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:22.047943Z", + "iopub.status.busy": "2026-07-08T10:11:22.047772Z", + "iopub.status.idle": "2026-07-08T10:11:22.051712Z", + "shell.execute_reply": "2026-07-08T10:11:22.050782Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "v = bm.Variable(t2)\n", - "v" - ], "outputs": [ { "data": { @@ -551,7 +611,10 @@ "output_type": "execute_result" } ], - "execution_count": 9 + "source": [ + "v = bm.Variable(t2)\n", + "v" + ] }, { "cell_type": "markdown", @@ -593,19 +656,23 @@ }, { "cell_type": "code", + "execution_count": 10, "id": "a90a833e", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:14.561779Z", "start_time": "2025-10-06T04:00:14.556843Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:22.053184Z", + "iopub.status.busy": "2026-07-08T10:11:22.053035Z", + "iopub.status.idle": "2026-07-08T10:11:22.056956Z", + "shell.execute_reply": "2026-07-08T10:11:22.056157Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "v.value" - ], "outputs": [ { "data": { @@ -618,7 +685,9 @@ "output_type": "execute_result" } ], - "execution_count": 10 + "source": [ + "v.value" + ] }, { "cell_type": "markdown", @@ -658,20 +727,23 @@ }, { "cell_type": "code", + "execution_count": 11, "id": "38170c78", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:14.591076Z", "start_time": "2025-10-06T04:00:14.586689Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:22.058402Z", + "iopub.status.busy": "2026-07-08T10:11:22.058257Z", + "iopub.status.idle": "2026-07-08T10:11:22.065191Z", + "shell.execute_reply": "2026-07-08T10:11:22.064221Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "v2 = v + 2\n", - "v2" - ], "outputs": [ { "data": { @@ -684,7 +756,10 @@ "output_type": "execute_result" } ], - "execution_count": 11 + "source": [ + "v2 = v + 2\n", + "v2" + ] }, { "cell_type": "markdown", @@ -719,21 +794,23 @@ }, { "cell_type": "code", + "execution_count": 12, "id": "0f0c7b60", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:14.712449Z", "start_time": "2025-10-06T04:00:14.606467Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:22.066888Z", + "iopub.status.busy": "2026-07-08T10:11:22.066717Z", + "iopub.status.idle": "2026-07-08T10:11:22.215505Z", + "shell.execute_reply": "2026-07-08T10:11:22.214316Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "v[0] = 10\n", - "v[1:3] = 9\n", - "v" - ], "outputs": [ { "data": { @@ -750,7 +827,11 @@ "output_type": "execute_result" } ], - "execution_count": 12 + "source": [ + "v[0] = 10\n", + "v[1:3] = 9\n", + "v" + ] }, { "cell_type": "markdown", @@ -779,21 +860,23 @@ }, { "cell_type": "code", + "execution_count": 13, "id": "96e5fd0e", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:14.782945Z", "start_time": "2025-10-06T04:00:14.734437Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:22.217293Z", + "iopub.status.busy": "2026-07-08T10:11:22.217139Z", + "iopub.status.idle": "2026-07-08T10:11:22.290502Z", + "shell.execute_reply": "2026-07-08T10:11:22.289541Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "v -= 3\n", - "v <<= 1\n", - "v" - ], "outputs": [ { "data": { @@ -810,7 +893,11 @@ "output_type": "execute_result" } ], - "execution_count": 13 + "source": [ + "v -= 3\n", + "v <<= 1\n", + "v" + ] }, { "cell_type": "markdown", @@ -826,20 +913,23 @@ }, { "cell_type": "code", + "execution_count": 14, "id": "1c245c84", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:14.793788Z", "start_time": "2025-10-06T04:00:14.788783Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:22.292231Z", + "iopub.status.busy": "2026-07-08T10:11:22.292046Z", + "iopub.status.idle": "2026-07-08T10:11:22.297226Z", + "shell.execute_reply": "2026-07-08T10:11:22.296322Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "v.value = bm.arange(4)\n", - "v" - ], "outputs": [ { "data": { @@ -856,7 +946,10 @@ "output_type": "execute_result" } ], - "execution_count": 14 + "source": [ + "v.value = bm.arange(4)\n", + "v" + ] }, { "cell_type": "markdown", @@ -872,22 +965,23 @@ }, { "cell_type": "code", + "execution_count": 15, "id": "4038eb25", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:14.856567Z", "start_time": "2025-10-06T04:00:14.842485Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:22.299072Z", + "iopub.status.busy": "2026-07-08T10:11:22.298922Z", + "iopub.status.idle": "2026-07-08T10:11:22.312533Z", + "shell.execute_reply": "2026-07-08T10:11:22.311471Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "try:\n", - " v.value = bm.array([1., 1., 1., 0.])\n", - "except Exception as e:\n", - " print(type(e), e)" - ], "outputs": [ { "name": "stdout", @@ -897,7 +991,12 @@ ] } ], - "execution_count": 15 + "source": [ + "try:\n", + " v.value = bm.array([1., 1., 1., 0.])\n", + "except Exception as e:\n", + " print(type(e), e)" + ] }, { "cell_type": "markdown", @@ -915,20 +1014,23 @@ }, { "cell_type": "code", + "execution_count": 16, "id": "0d4e67ae", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:14.880794Z", "start_time": "2025-10-06T04:00:14.864177Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:22.314257Z", + "iopub.status.busy": "2026-07-08T10:11:22.314097Z", + "iopub.status.idle": "2026-07-08T10:11:22.327970Z", + "shell.execute_reply": "2026-07-08T10:11:22.326687Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "v.update(bm.array([3, 4, 5, 6]))\n", - "v" - ], "outputs": [ { "data": { @@ -945,7 +1047,10 @@ "output_type": "execute_result" } ], - "execution_count": 16 + "source": [ + "v.update(bm.array([3, 4, 5, 6]))\n", + "v" + ] }, { "cell_type": "markdown", @@ -961,19 +1066,19 @@ }, { "cell_type": "code", + "execution_count": null, "id": "e4637fbd", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:00:14.899577Z", "start_time": "2025-10-06T04:00:14.896677Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [], "outputs": [], - "execution_count": null + "source": [] } ], "metadata": { @@ -992,7 +1097,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/tutorial_math/control_flows.ipynb b/docs/tutorial_math/control_flows.ipynb index 6cfaf03e1..23070e04a 100644 --- a/docs/tutorial_math/control_flows.ipynb +++ b/docs/tutorial_math/control_flows.ipynb @@ -48,13 +48,22 @@ "start_time": "2025-10-06T04:00:26.024279Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:00.102871Z", - "iopub.status.busy": "2026-06-19T06:03:00.102723Z", - "iopub.status.idle": "2026-06-19T06:03:05.656220Z", - "shell.execute_reply": "2026-06-19T06:03:05.655203Z" + "iopub.execute_input": "2026-07-08T10:11:25.401982Z", + "iopub.status.busy": "2026-07-08T10:11:25.401842Z", + "iopub.status.idle": "2026-07-08T10:11:33.683650Z", + "shell.execute_reply": "2026-07-08T10:11:33.682592Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", @@ -73,17 +82,17 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:05.658484Z", - "iopub.status.busy": "2026-06-19T06:03:05.658187Z", - "iopub.status.idle": "2026-06-19T06:03:05.662929Z", - "shell.execute_reply": "2026-06-19T06:03:05.661973Z" + "iopub.execute_input": "2026-07-08T10:11:33.685572Z", + "iopub.status.busy": "2026-07-08T10:11:33.685280Z", + "iopub.status.idle": "2026-07-08T10:11:33.690169Z", + "shell.execute_reply": "2026-07-08T10:11:33.689388Z" } }, "outputs": [ { "data": { "text/plain": [ - "'2.7.8'" + "'2.8.0'" ] }, "execution_count": 2, @@ -150,10 +159,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:05.664537Z", - "iopub.status.busy": "2026-06-19T06:03:05.664391Z", - "iopub.status.idle": "2026-06-19T06:03:05.667542Z", - "shell.execute_reply": "2026-06-19T06:03:05.666830Z" + "iopub.execute_input": "2026-07-08T10:11:33.691999Z", + "iopub.status.busy": "2026-07-08T10:11:33.691856Z", + "iopub.status.idle": "2026-07-08T10:11:33.695819Z", + "shell.execute_reply": "2026-07-08T10:11:33.694870Z" } }, "outputs": [], @@ -195,10 +204,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:05.669171Z", - "iopub.status.busy": "2026-06-19T06:03:05.669033Z", - "iopub.status.idle": "2026-06-19T06:03:05.711347Z", - "shell.execute_reply": "2026-06-19T06:03:05.710438Z" + "iopub.execute_input": "2026-07-08T10:11:33.698068Z", + "iopub.status.busy": "2026-07-08T10:11:33.697898Z", + "iopub.status.idle": "2026-07-08T10:11:33.779000Z", + "shell.execute_reply": "2026-07-08T10:11:33.778064Z" } }, "outputs": [ @@ -230,10 +239,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:05.713297Z", - "iopub.status.busy": "2026-06-19T06:03:05.713043Z", - "iopub.status.idle": "2026-06-19T06:03:05.742092Z", - "shell.execute_reply": "2026-06-19T06:03:05.741194Z" + "iopub.execute_input": "2026-07-08T10:11:33.780956Z", + "iopub.status.busy": "2026-07-08T10:11:33.780792Z", + "iopub.status.idle": "2026-07-08T10:11:33.853541Z", + "shell.execute_reply": "2026-07-08T10:11:33.852550Z" } }, "outputs": [ @@ -265,10 +274,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:05.743870Z", - "iopub.status.busy": "2026-06-19T06:03:05.743721Z", - "iopub.status.idle": "2026-06-19T06:03:05.751779Z", - "shell.execute_reply": "2026-06-19T06:03:05.750800Z" + "iopub.execute_input": "2026-07-08T10:11:33.855672Z", + "iopub.status.busy": "2026-07-08T10:11:33.855481Z", + "iopub.status.idle": "2026-07-08T10:11:33.865595Z", + "shell.execute_reply": "2026-07-08T10:11:33.864542Z" } }, "outputs": [ @@ -319,10 +328,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:05.753591Z", - "iopub.status.busy": "2026-06-19T06:03:05.753433Z", - "iopub.status.idle": "2026-06-19T06:03:05.757117Z", - "shell.execute_reply": "2026-06-19T06:03:05.756092Z" + "iopub.execute_input": "2026-07-08T10:11:33.867203Z", + "iopub.status.busy": "2026-07-08T10:11:33.867046Z", + "iopub.status.idle": "2026-07-08T10:11:33.870410Z", + "shell.execute_reply": "2026-07-08T10:11:33.869426Z" } }, "outputs": [], @@ -350,10 +359,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:05.759191Z", - "iopub.status.busy": "2026-06-19T06:03:05.759034Z", - "iopub.status.idle": "2026-06-19T06:03:05.927537Z", - "shell.execute_reply": "2026-06-19T06:03:05.926683Z" + "iopub.execute_input": "2026-07-08T10:11:33.871986Z", + "iopub.status.busy": "2026-07-08T10:11:33.871845Z", + "iopub.status.idle": "2026-07-08T10:11:39.418851Z", + "shell.execute_reply": "2026-07-08T10:11:39.417903Z" } }, "outputs": [ @@ -419,10 +428,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:05.929357Z", - "iopub.status.busy": "2026-06-19T06:03:05.929211Z", - "iopub.status.idle": "2026-06-19T06:03:05.951692Z", - "shell.execute_reply": "2026-06-19T06:03:05.950925Z" + "iopub.execute_input": "2026-07-08T10:11:39.420613Z", + "iopub.status.busy": "2026-07-08T10:11:39.420456Z", + "iopub.status.idle": "2026-07-08T10:11:39.457413Z", + "shell.execute_reply": "2026-07-08T10:11:39.456340Z" } }, "outputs": [ @@ -453,17 +462,17 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:05.953468Z", - "iopub.status.busy": "2026-06-19T06:03:05.953308Z", - "iopub.status.idle": "2026-06-19T06:03:06.053269Z", - "shell.execute_reply": "2026-06-19T06:03:06.052419Z" + "iopub.execute_input": "2026-07-08T10:11:39.459941Z", + "iopub.status.busy": "2026-07-08T10:11:39.459630Z", + "iopub.status.idle": "2026-07-08T10:11:39.726361Z", + "shell.execute_reply": "2026-07-08T10:11:39.725250Z" } }, "outputs": [ { "data": { "text/plain": [ - "Array(value=Array([0., 1., 0., 1., 0.]), dtype=float32)" + "Array(value=Array([1., 1., 0., 0., 0.]), dtype=float32)" ] }, "execution_count": 10, @@ -487,19 +496,19 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.054913Z", - "iopub.status.busy": "2026-06-19T06:03:06.054763Z", - "iopub.status.idle": "2026-06-19T06:03:06.201838Z", - "shell.execute_reply": "2026-06-19T06:03:06.200906Z" + "iopub.execute_input": "2026-07-08T10:11:39.729182Z", + "iopub.status.busy": "2026-07-08T10:11:39.728975Z", + "iopub.status.idle": "2026-07-08T10:11:39.941929Z", + "shell.execute_reply": "2026-07-08T10:11:39.941015Z" } }, "outputs": [ { "data": { "text/plain": [ - "Array(value=Array([[1., 1., 0.],\n", + "Array(value=Array([[1., 0., 0.],\n", " [1., 1., 1.],\n", - " [1., 1., 1.]]),\n", + " [0., 1., 1.]]),\n", " dtype=float32)" ] }, @@ -534,10 +543,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.203615Z", - "iopub.status.busy": "2026-06-19T06:03:06.203458Z", - "iopub.status.idle": "2026-06-19T06:03:06.206752Z", - "shell.execute_reply": "2026-06-19T06:03:06.205856Z" + "iopub.execute_input": "2026-07-08T10:11:39.944903Z", + "iopub.status.busy": "2026-07-08T10:11:39.944689Z", + "iopub.status.idle": "2026-07-08T10:11:39.948117Z", + "shell.execute_reply": "2026-07-08T10:11:39.947235Z" } }, "outputs": [], @@ -564,17 +573,17 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.208603Z", - "iopub.status.busy": "2026-06-19T06:03:06.208452Z", - "iopub.status.idle": "2026-06-19T06:03:06.239526Z", - "shell.execute_reply": "2026-06-19T06:03:06.238679Z" + "iopub.execute_input": "2026-07-08T10:11:39.950006Z", + "iopub.status.busy": "2026-07-08T10:11:39.949838Z", + "iopub.status.idle": "2026-07-08T10:11:39.993058Z", + "shell.execute_reply": "2026-07-08T10:11:39.991921Z" } }, "outputs": [ { "data": { "text/plain": [ - "Array([1.], dtype=float32)" + "Array([-1.], dtype=float32)" ] }, "execution_count": 13, @@ -639,10 +648,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.241394Z", - "iopub.status.busy": "2026-06-19T06:03:06.241244Z", - "iopub.status.idle": "2026-06-19T06:03:06.244343Z", - "shell.execute_reply": "2026-06-19T06:03:06.243661Z" + "iopub.execute_input": "2026-07-08T10:11:39.995891Z", + "iopub.status.busy": "2026-07-08T10:11:39.995691Z", + "iopub.status.idle": "2026-07-08T10:11:39.999127Z", + "shell.execute_reply": "2026-07-08T10:11:39.998252Z" } }, "outputs": [], @@ -670,17 +679,17 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.246099Z", - "iopub.status.busy": "2026-06-19T06:03:06.245944Z", - "iopub.status.idle": "2026-06-19T06:03:06.319265Z", - "shell.execute_reply": "2026-06-19T06:03:06.318517Z" + "iopub.execute_input": "2026-07-08T10:11:40.000696Z", + "iopub.status.busy": "2026-07-08T10:11:40.000540Z", + "iopub.status.idle": "2026-07-08T10:11:40.126589Z", + "shell.execute_reply": "2026-07-08T10:11:40.125427Z" } }, "outputs": [ { "data": { "text/plain": [ - "Array([1.], dtype=float32)" + "Array([-1.], dtype=float32)" ] }, "execution_count": 15, @@ -753,10 +762,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.321057Z", - "iopub.status.busy": "2026-06-19T06:03:06.320909Z", - "iopub.status.idle": "2026-06-19T06:03:06.324079Z", - "shell.execute_reply": "2026-06-19T06:03:06.322918Z" + "iopub.execute_input": "2026-07-08T10:11:40.129404Z", + "iopub.status.busy": "2026-07-08T10:11:40.129199Z", + "iopub.status.idle": "2026-07-08T10:11:40.132246Z", + "shell.execute_reply": "2026-07-08T10:11:40.131457Z" } }, "outputs": [], @@ -777,10 +786,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.326345Z", - "iopub.status.busy": "2026-06-19T06:03:06.326172Z", - "iopub.status.idle": "2026-06-19T06:03:06.783970Z", - "shell.execute_reply": "2026-06-19T06:03:06.783023Z" + "iopub.execute_input": "2026-07-08T10:11:40.135104Z", + "iopub.status.busy": "2026-07-08T10:11:40.134939Z", + "iopub.status.idle": "2026-07-08T10:11:40.908229Z", + "shell.execute_reply": "2026-07-08T10:11:40.907099Z" } }, "outputs": [ @@ -810,10 +819,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.786432Z", - "iopub.status.busy": "2026-06-19T06:03:06.786254Z", - "iopub.status.idle": "2026-06-19T06:03:06.805192Z", - "shell.execute_reply": "2026-06-19T06:03:06.803805Z" + "iopub.execute_input": "2026-07-08T10:11:40.910153Z", + "iopub.status.busy": "2026-07-08T10:11:40.909952Z", + "iopub.status.idle": "2026-07-08T10:11:40.965057Z", + "shell.execute_reply": "2026-07-08T10:11:40.963974Z" } }, "outputs": [ @@ -843,10 +852,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.807215Z", - "iopub.status.busy": "2026-06-19T06:03:06.807058Z", - "iopub.status.idle": "2026-06-19T06:03:06.825344Z", - "shell.execute_reply": "2026-06-19T06:03:06.824427Z" + "iopub.execute_input": "2026-07-08T10:11:40.966867Z", + "iopub.status.busy": "2026-07-08T10:11:40.966700Z", + "iopub.status.idle": "2026-07-08T10:11:41.021306Z", + "shell.execute_reply": "2026-07-08T10:11:41.020358Z" } }, "outputs": [ @@ -876,10 +885,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.827097Z", - "iopub.status.busy": "2026-06-19T06:03:06.826944Z", - "iopub.status.idle": "2026-06-19T06:03:06.848443Z", - "shell.execute_reply": "2026-06-19T06:03:06.847430Z" + "iopub.execute_input": "2026-07-08T10:11:41.022970Z", + "iopub.status.busy": "2026-07-08T10:11:41.022810Z", + "iopub.status.idle": "2026-07-08T10:11:41.069602Z", + "shell.execute_reply": "2026-07-08T10:11:41.068712Z" } }, "outputs": [ @@ -909,10 +918,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.850605Z", - "iopub.status.busy": "2026-06-19T06:03:06.850434Z", - "iopub.status.idle": "2026-06-19T06:03:06.869268Z", - "shell.execute_reply": "2026-06-19T06:03:06.868322Z" + "iopub.execute_input": "2026-07-08T10:11:41.071271Z", + "iopub.status.busy": "2026-07-08T10:11:41.071110Z", + "iopub.status.idle": "2026-07-08T10:11:41.115077Z", + "shell.execute_reply": "2026-07-08T10:11:41.114029Z" } }, "outputs": [ @@ -952,10 +961,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.870929Z", - "iopub.status.busy": "2026-06-19T06:03:06.870765Z", - "iopub.status.idle": "2026-06-19T06:03:06.874171Z", - "shell.execute_reply": "2026-06-19T06:03:06.873328Z" + "iopub.execute_input": "2026-07-08T10:11:41.116985Z", + "iopub.status.busy": "2026-07-08T10:11:41.116818Z", + "iopub.status.idle": "2026-07-08T10:11:41.120768Z", + "shell.execute_reply": "2026-07-08T10:11:41.119275Z" } }, "outputs": [], @@ -981,10 +990,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.876177Z", - "iopub.status.busy": "2026-06-19T06:03:06.876021Z", - "iopub.status.idle": "2026-06-19T06:03:06.913063Z", - "shell.execute_reply": "2026-06-19T06:03:06.912273Z" + "iopub.execute_input": "2026-07-08T10:11:41.122578Z", + "iopub.status.busy": "2026-07-08T10:11:41.122410Z", + "iopub.status.idle": "2026-07-08T10:11:41.190723Z", + "shell.execute_reply": "2026-07-08T10:11:41.189845Z" } }, "outputs": [ @@ -1014,10 +1023,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.914825Z", - "iopub.status.busy": "2026-06-19T06:03:06.914664Z", - "iopub.status.idle": "2026-06-19T06:03:06.951038Z", - "shell.execute_reply": "2026-06-19T06:03:06.950195Z" + "iopub.execute_input": "2026-07-08T10:11:41.192295Z", + "iopub.status.busy": "2026-07-08T10:11:41.192147Z", + "iopub.status.idle": "2026-07-08T10:11:41.256539Z", + "shell.execute_reply": "2026-07-08T10:11:41.255628Z" } }, "outputs": [ @@ -1047,10 +1056,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.953023Z", - "iopub.status.busy": "2026-06-19T06:03:06.952867Z", - "iopub.status.idle": "2026-06-19T06:03:06.988016Z", - "shell.execute_reply": "2026-06-19T06:03:06.987084Z" + "iopub.execute_input": "2026-07-08T10:11:41.258211Z", + "iopub.status.busy": "2026-07-08T10:11:41.258045Z", + "iopub.status.idle": "2026-07-08T10:11:41.324826Z", + "shell.execute_reply": "2026-07-08T10:11:41.323838Z" } }, "outputs": [ @@ -1080,10 +1089,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:06.989763Z", - "iopub.status.busy": "2026-06-19T06:03:06.989589Z", - "iopub.status.idle": "2026-06-19T06:03:07.026387Z", - "shell.execute_reply": "2026-06-19T06:03:07.025427Z" + "iopub.execute_input": "2026-07-08T10:11:41.326691Z", + "iopub.status.busy": "2026-07-08T10:11:41.326484Z", + "iopub.status.idle": "2026-07-08T10:11:41.399723Z", + "shell.execute_reply": "2026-07-08T10:11:41.398701Z" } }, "outputs": [ @@ -1113,10 +1122,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:07.028206Z", - "iopub.status.busy": "2026-06-19T06:03:07.028051Z", - "iopub.status.idle": "2026-06-19T06:03:07.064301Z", - "shell.execute_reply": "2026-06-19T06:03:07.063429Z" + "iopub.execute_input": "2026-07-08T10:11:41.401430Z", + "iopub.status.busy": "2026-07-08T10:11:41.401213Z", + "iopub.status.idle": "2026-07-08T10:11:41.465499Z", + "shell.execute_reply": "2026-07-08T10:11:41.464668Z" } }, "outputs": [ @@ -1156,10 +1165,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:07.066068Z", - "iopub.status.busy": "2026-06-19T06:03:07.065908Z", - "iopub.status.idle": "2026-06-19T06:03:07.344933Z", - "shell.execute_reply": "2026-06-19T06:03:07.343995Z" + "iopub.execute_input": "2026-07-08T10:11:41.467756Z", + "iopub.status.busy": "2026-07-08T10:11:41.467561Z", + "iopub.status.idle": "2026-07-08T10:11:41.997403Z", + "shell.execute_reply": "2026-07-08T10:11:41.996447Z" } }, "outputs": [ @@ -1241,10 +1250,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:07.346812Z", - "iopub.status.busy": "2026-06-19T06:03:07.346657Z", - "iopub.status.idle": "2026-06-19T06:03:07.350389Z", - "shell.execute_reply": "2026-06-19T06:03:07.349489Z" + "iopub.execute_input": "2026-07-08T10:11:41.999054Z", + "iopub.status.busy": "2026-07-08T10:11:41.998893Z", + "iopub.status.idle": "2026-07-08T10:11:42.002305Z", + "shell.execute_reply": "2026-07-08T10:11:42.001503Z" } }, "outputs": [], @@ -1273,10 +1282,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:07.352137Z", - "iopub.status.busy": "2026-06-19T06:03:07.351979Z", - "iopub.status.idle": "2026-06-19T06:03:07.354991Z", - "shell.execute_reply": "2026-06-19T06:03:07.354133Z" + "iopub.execute_input": "2026-07-08T10:11:42.003993Z", + "iopub.status.busy": "2026-07-08T10:11:42.003852Z", + "iopub.status.idle": "2026-07-08T10:11:42.006963Z", + "shell.execute_reply": "2026-07-08T10:11:42.006031Z" } }, "outputs": [], @@ -1303,10 +1312,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:07.356669Z", - "iopub.status.busy": "2026-06-19T06:03:07.356507Z", - "iopub.status.idle": "2026-06-19T06:03:08.010411Z", - "shell.execute_reply": "2026-06-19T06:03:08.009567Z" + "iopub.execute_input": "2026-07-08T10:11:42.008410Z", + "iopub.status.busy": "2026-07-08T10:11:42.008223Z", + "iopub.status.idle": "2026-07-08T10:11:45.047018Z", + "shell.execute_reply": "2026-07-08T10:11:45.045732Z" } }, "outputs": [ @@ -1314,7 +1323,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Result: [493.30545], Time: 0.5508873462677002\n" + "Result: [493.30545], Time: 2.8702104091644287\n" ] } ], @@ -1336,10 +1345,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:08.012092Z", - "iopub.status.busy": "2026-06-19T06:03:08.011928Z", - "iopub.status.idle": "2026-06-19T06:03:08.015559Z", - "shell.execute_reply": "2026-06-19T06:03:08.014676Z" + "iopub.execute_input": "2026-07-08T10:11:45.048956Z", + "iopub.status.busy": "2026-07-08T10:11:45.048782Z", + "iopub.status.idle": "2026-07-08T10:11:45.059606Z", + "shell.execute_reply": "2026-07-08T10:11:45.058426Z" } }, "outputs": [ @@ -1347,7 +1356,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Result: [986.6112], Time: 0.0005476474761962891\n" + "Result: [986.6112], Time: 0.000545501708984375\n" ] } ], @@ -1456,10 +1465,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:08.017322Z", - "iopub.status.busy": "2026-06-19T06:03:08.017179Z", - "iopub.status.idle": "2026-06-19T06:03:08.020398Z", - "shell.execute_reply": "2026-06-19T06:03:08.019585Z" + "iopub.execute_input": "2026-07-08T10:11:45.061291Z", + "iopub.status.busy": "2026-07-08T10:11:45.061130Z", + "iopub.status.idle": "2026-07-08T10:11:45.064762Z", + "shell.execute_reply": "2026-07-08T10:11:45.063572Z" } }, "outputs": [], @@ -1490,10 +1499,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:08.021923Z", - "iopub.status.busy": "2026-06-19T06:03:08.021777Z", - "iopub.status.idle": "2026-06-19T06:03:08.066248Z", - "shell.execute_reply": "2026-06-19T06:03:08.065439Z" + "iopub.execute_input": "2026-07-08T10:11:45.066779Z", + "iopub.status.busy": "2026-07-08T10:11:45.066603Z", + "iopub.status.idle": "2026-07-08T10:11:45.179361Z", + "shell.execute_reply": "2026-07-08T10:11:45.178393Z" } }, "outputs": [ @@ -1577,10 +1586,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:08.068001Z", - "iopub.status.busy": "2026-06-19T06:03:08.067840Z", - "iopub.status.idle": "2026-06-19T06:03:08.090874Z", - "shell.execute_reply": "2026-06-19T06:03:08.090088Z" + "iopub.execute_input": "2026-07-08T10:11:45.181163Z", + "iopub.status.busy": "2026-07-08T10:11:45.180975Z", + "iopub.status.idle": "2026-07-08T10:11:45.227815Z", + "shell.execute_reply": "2026-07-08T10:11:45.226580Z" } }, "outputs": [ @@ -1639,10 +1648,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:03:08.092747Z", - "iopub.status.busy": "2026-06-19T06:03:08.092600Z", - "iopub.status.idle": "2026-06-19T06:03:08.115203Z", - "shell.execute_reply": "2026-06-19T06:03:08.114552Z" + "iopub.execute_input": "2026-07-08T10:11:45.229630Z", + "iopub.status.busy": "2026-07-08T10:11:45.229463Z", + "iopub.status.idle": "2026-07-08T10:11:45.271710Z", + "shell.execute_reply": "2026-07-08T10:11:45.270620Z" } }, "outputs": [ diff --git a/docs/tutorial_math/einops_in_brainpy.ipynb b/docs/tutorial_math/einops_in_brainpy.ipynb index 804875d3f..877435c66 100644 --- a/docs/tutorial_math/einops_in_brainpy.ipynb +++ b/docs/tutorial_math/einops_in_brainpy.ipynb @@ -35,21 +35,36 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.145131Z", "start_time": "2025-10-06T04:02:03.139852Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:48.089643Z", + "iopub.status.busy": "2026-07-08T10:11:48.089490Z", + "iopub.status.idle": "2026-07-08T10:11:57.074343Z", + "shell.execute_reply": "2026-07-08T10:11:57.073313Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "# Examples are given for numpy. This code also setups ipython/jupyter\n", "# so that numpy arrays in the output are displayed as images\n", "import numpy\n", "\n", "import brainpy.math as bm" - ], - "outputs": [], - "execution_count": 51 + ] }, { "cell_type": "markdown", @@ -69,17 +84,19 @@ }, { "cell_type": "code", + "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.161835Z", "start_time": "2025-10-06T04:02:03.155841Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:57.078274Z", + "iopub.status.busy": "2026-07-08T10:11:57.077873Z", + "iopub.status.idle": "2026-07-08T10:11:57.090134Z", + "shell.execute_reply": "2026-07-08T10:11:57.088921Z" } }, - "source": [ - "ims = numpy.load('./test_images.npy', allow_pickle=False)\n", - "# There are 6 images of shape 96x96 with 3 color channels packed into tensor\n", - "print(ims.shape, ims.dtype)" - ], "outputs": [ { "name": "stdout", @@ -89,23 +106,30 @@ ] } ], - "execution_count": 52 + "source": [ + "ims = numpy.load('./test_images.npy', allow_pickle=False)\n", + "# There are 6 images of shape 96x96 with 3 color channels packed into tensor\n", + "print(ims.shape, ims.dtype)" + ] }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.193440Z", "start_time": "2025-10-06T04:02:03.189557Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:57.091760Z", + "iopub.status.busy": "2026-07-08T10:11:57.091599Z", + "iopub.status.idle": "2026-07-08T10:11:57.097198Z", + "shell.execute_reply": "2026-07-08T10:11:57.096083Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# display the first image (whole 4d tensor can't be rendered)\n", - "ims[0].shape" - ], "outputs": [ { "data": { @@ -113,28 +137,34 @@ "(96, 96, 3)" ] }, - "execution_count": 53, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 53 + "source": [ + "# display the first image (whole 4d tensor can't be rendered)\n", + "ims[0].shape" + ] }, { "cell_type": "code", + "execution_count": 4, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.220098Z", "start_time": "2025-10-06T04:02:03.215283Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:57.098991Z", + "iopub.status.busy": "2026-07-08T10:11:57.098833Z", + "iopub.status.idle": "2026-07-08T10:11:57.102598Z", + "shell.execute_reply": "2026-07-08T10:11:57.101596Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# second image in a batch\n", - "ims[1].shape" - ], "outputs": [ { "data": { @@ -142,27 +172,31 @@ "(96, 96, 3)" ] }, - "execution_count": 54, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 54 + "source": [ + "# second image in a batch\n", + "ims[1].shape" + ] }, { "cell_type": "code", + "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.243209Z", "start_time": "2025-10-06T04:02:03.237539Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:11:57.104128Z", + "iopub.status.busy": "2026-07-08T10:11:57.103978Z", + "iopub.status.idle": "2026-07-08T10:12:02.503325Z", + "shell.execute_reply": "2026-07-08T10:12:02.502324Z" } }, - "source": [ - "# rearrange, as its name suggests, rearranges elements\n", - "# below we swapped height and width.\n", - "# In other words, transposed first two axes (dimensions)\n", - "bm.ein_rearrange(ims[0], 'h w c -> w h c').shape" - ], "outputs": [ { "data": { @@ -170,12 +204,17 @@ "(96, 96, 3)" ] }, - "execution_count": 55, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 55 + "source": [ + "# rearrange, as its name suggests, rearranges elements\n", + "# below we swapped height and width.\n", + "# In other words, transposed first two axes (dimensions)\n", + "bm.ein_rearrange(ims[0], 'h w c -> w h c').shape" + ] }, { "cell_type": "markdown", @@ -187,17 +226,19 @@ }, { "cell_type": "code", + "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.264278Z", "start_time": "2025-10-06T04:02:03.258754Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.504921Z", + "iopub.status.busy": "2026-07-08T10:12:02.504768Z", + "iopub.status.idle": "2026-07-08T10:12:02.508685Z", + "shell.execute_reply": "2026-07-08T10:12:02.507807Z" } }, - "source": [ - "# einops allows seamlessly composing batch and height to a new height dimension\n", - "# We just rendered all images by collapsing to 3d tensor!\n", - "bm.ein_rearrange(ims, 'b h w c -> (b h) w c').shape" - ], "outputs": [ { "data": { @@ -205,25 +246,32 @@ "(576, 96, 3)" ] }, - "execution_count": 56, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 56 + "source": [ + "# einops allows seamlessly composing batch and height to a new height dimension\n", + "# We just rendered all images by collapsing to 3d tensor!\n", + "bm.ein_rearrange(ims, 'b h w c -> (b h) w c').shape" + ] }, { "cell_type": "code", + "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.298383Z", "start_time": "2025-10-06T04:02:03.290603Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.511623Z", + "iopub.status.busy": "2026-07-08T10:12:02.511373Z", + "iopub.status.idle": "2026-07-08T10:12:02.516516Z", + "shell.execute_reply": "2026-07-08T10:12:02.515297Z" } }, - "source": [ - "# or compose a new dimension of batch and width\n", - "bm.ein_rearrange(ims, 'b h w c -> h (b w) c').shape" - ], "outputs": [ { "data": { @@ -231,30 +279,34 @@ "(96, 576, 3)" ] }, - "execution_count": 57, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 57 + "source": [ + "# or compose a new dimension of batch and width\n", + "bm.ein_rearrange(ims, 'b h w c -> h (b w) c').shape" + ] }, { "cell_type": "code", + "execution_count": 8, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.349972Z", "start_time": "2025-10-06T04:02:03.343754Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.518008Z", + "iopub.status.busy": "2026-07-08T10:12:02.517855Z", + "iopub.status.idle": "2026-07-08T10:12:02.521840Z", + "shell.execute_reply": "2026-07-08T10:12:02.520939Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# resulting dimensions are computed very simply\n", - "# length of newly composed axis is a product of components\n", - "# [6, 96, 96, 3] -> [96, (6 * 96), 3]\n", - "bm.ein_rearrange(ims, 'b h w c -> h (b w) c').shape" - ], "outputs": [ { "data": { @@ -262,29 +314,36 @@ "(96, 576, 3)" ] }, - "execution_count": 58, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 58 + "source": [ + "# resulting dimensions are computed very simply\n", + "# length of newly composed axis is a product of components\n", + "# [6, 96, 96, 3] -> [96, (6 * 96), 3]\n", + "bm.ein_rearrange(ims, 'b h w c -> h (b w) c').shape" + ] }, { "cell_type": "code", + "execution_count": 9, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.381537Z", "start_time": "2025-10-06T04:02:03.376132Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.523365Z", + "iopub.status.busy": "2026-07-08T10:12:02.523224Z", + "iopub.status.idle": "2026-07-08T10:12:02.527304Z", + "shell.execute_reply": "2026-07-08T10:12:02.526104Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# we can compose more than two axes. \n", - "# let's flatten 4d array into 1d, resulting array has as many elements as the original\n", - "bm.ein_rearrange(ims, 'b h w c -> (b h w c)').shape" - ], "outputs": [ { "data": { @@ -292,12 +351,16 @@ "(165888,)" ] }, - "execution_count": 59, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 59 + "source": [ + "# we can compose more than two axes. \n", + "# let's flatten 4d array into 1d, resulting array has as many elements as the original\n", + "bm.ein_rearrange(ims, 'b h w c -> (b h w c)').shape" + ] }, { "cell_type": "markdown", @@ -312,20 +375,22 @@ }, { "cell_type": "code", + "execution_count": 10, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.401562Z", "start_time": "2025-10-06T04:02:03.396309Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.529776Z", + "iopub.status.busy": "2026-07-08T10:12:02.529586Z", + "iopub.status.idle": "2026-07-08T10:12:02.533704Z", + "shell.execute_reply": "2026-07-08T10:12:02.532718Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# decomposition is the inverse process - represent an axis as a combination of new axes\n", - "# several decompositions possible, so b1=2 is to decompose 6 to b1=2 and b2=3\n", - "bm.ein_rearrange(ims, '(b1 b2) h w c -> b1 b2 h w c ', b1=2).shape" - ], "outputs": [ { "data": { @@ -333,25 +398,32 @@ "(2, 3, 96, 96, 3)" ] }, - "execution_count": 60, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 60 + "source": [ + "# decomposition is the inverse process - represent an axis as a combination of new axes\n", + "# several decompositions possible, so b1=2 is to decompose 6 to b1=2 and b2=3\n", + "bm.ein_rearrange(ims, '(b1 b2) h w c -> b1 b2 h w c ', b1=2).shape" + ] }, { "cell_type": "code", + "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.418841Z", "start_time": "2025-10-06T04:02:03.414046Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.535451Z", + "iopub.status.busy": "2026-07-08T10:12:02.535252Z", + "iopub.status.idle": "2026-07-08T10:12:02.539747Z", + "shell.execute_reply": "2026-07-08T10:12:02.538924Z" } }, - "source": [ - "# finally, combine composition and decomposition:\n", - "bm.ein_rearrange(ims, '(b1 b2) h w c -> (b1 h) (b2 w) c ', b1=2).shape" - ], "outputs": [ { "data": { @@ -359,29 +431,34 @@ "(192, 288, 3)" ] }, - "execution_count": 61, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 61 + "source": [ + "# finally, combine composition and decomposition:\n", + "bm.ein_rearrange(ims, '(b1 b2) h w c -> (b1 h) (b2 w) c ', b1=2).shape" + ] }, { "cell_type": "code", + "execution_count": 12, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.436103Z", "start_time": "2025-10-06T04:02:03.431121Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.541318Z", + "iopub.status.busy": "2026-07-08T10:12:02.541171Z", + "iopub.status.idle": "2026-07-08T10:12:02.546151Z", + "shell.execute_reply": "2026-07-08T10:12:02.545178Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# slightly different composition: b1 is merged with width, b2 with height\n", - "# ... so letters are ordered by w then by h\n", - "bm.ein_rearrange(ims, '(b1 b2) h w c -> (b2 h) (b1 w) c ', b1=2).shape" - ], "outputs": [ { "data": { @@ -389,28 +466,32 @@ "(288, 192, 3)" ] }, - "execution_count": 62, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 62 + "source": [ + "# slightly different composition: b1 is merged with width, b2 with height\n", + "# ... so letters are ordered by w then by h\n", + "bm.ein_rearrange(ims, '(b1 b2) h w c -> (b2 h) (b1 w) c ', b1=2).shape" + ] }, { "cell_type": "code", + "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.455386Z", "start_time": "2025-10-06T04:02:03.450416Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.548126Z", + "iopub.status.busy": "2026-07-08T10:12:02.547966Z", + "iopub.status.idle": "2026-07-08T10:12:02.552143Z", + "shell.execute_reply": "2026-07-08T10:12:02.551337Z" } }, - "source": [ - "# move part of width dimension to height. \n", - "# we should call this width-to-height as image width shrunk by 2 and height doubled. \n", - "# but all pixels are the same!\n", - "# Can you write reverse operation (height-to-width)?\n", - "bm.ein_rearrange(ims, 'b h (w w2) c -> (h w2) (b w) c', w2=2).shape" - ], "outputs": [ { "data": { @@ -418,12 +499,18 @@ "(192, 288, 3)" ] }, - "execution_count": 63, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 63 + "source": [ + "# move part of width dimension to height. \n", + "# we should call this width-to-height as image width shrunk by 2 and height doubled. \n", + "# but all pixels are the same!\n", + "# Can you write reverse operation (height-to-width)?\n", + "bm.ein_rearrange(ims, 'b h (w w2) c -> (h w2) (b w) c', w2=2).shape" + ] }, { "cell_type": "markdown", @@ -434,16 +521,19 @@ }, { "cell_type": "code", + "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.471749Z", "start_time": "2025-10-06T04:02:03.466435Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.553725Z", + "iopub.status.busy": "2026-07-08T10:12:02.553579Z", + "iopub.status.idle": "2026-07-08T10:12:02.557549Z", + "shell.execute_reply": "2026-07-08T10:12:02.556505Z" } }, - "source": [ - "# compare with the next example\n", - "bm.ein_rearrange(ims, 'b h w c -> h (b w) c').shape" - ], "outputs": [ { "data": { @@ -451,32 +541,34 @@ "(96, 576, 3)" ] }, - "execution_count": 64, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 64 + "source": [ + "# compare with the next example\n", + "bm.ein_rearrange(ims, 'b h w c -> h (b w) c').shape" + ] }, { "cell_type": "code", + "execution_count": 15, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.489992Z", "start_time": "2025-10-06T04:02:03.485139Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.559452Z", + "iopub.status.busy": "2026-07-08T10:12:02.558924Z", + "iopub.status.idle": "2026-07-08T10:12:02.564498Z", + "shell.execute_reply": "2026-07-08T10:12:02.563497Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# order of axes in composition is different\n", - "# rule is just as for digits in the number: leftmost digit is the most significant, \n", - "# while neighboring numbers differ in the rightmost axis.\n", - "\n", - "# you can also think of this as lexicographic sort\n", - "bm.ein_rearrange(ims, 'b h w c -> h (w b) c').shape" - ], "outputs": [ { "data": { @@ -484,28 +576,38 @@ "(96, 576, 3)" ] }, - "execution_count": 65, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 65 + "source": [ + "# order of axes in composition is different\n", + "# rule is just as for digits in the number: leftmost digit is the most significant, \n", + "# while neighboring numbers differ in the rightmost axis.\n", + "\n", + "# you can also think of this as lexicographic sort\n", + "bm.ein_rearrange(ims, 'b h w c -> h (w b) c').shape" + ] }, { "cell_type": "code", + "execution_count": 16, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.506702Z", "start_time": "2025-10-06T04:02:03.502141Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.566047Z", + "iopub.status.busy": "2026-07-08T10:12:02.565858Z", + "iopub.status.idle": "2026-07-08T10:12:02.569747Z", + "shell.execute_reply": "2026-07-08T10:12:02.569063Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# what if b1 and b2 are reordered before composing to width?\n", - "bm.ein_rearrange(ims, '(b1 b2) h w c -> h (b1 b2 w) c ', b1=2).shape " - ], "outputs": [ { "data": { @@ -513,25 +615,32 @@ "(96, 576, 3)" ] }, - "execution_count": 66, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 66 + "source": [ + "# what if b1 and b2 are reordered before composing to width?\n", + "bm.ein_rearrange(ims, '(b1 b2) h w c -> h (b1 b2 w) c ', b1=2).shape " + ] }, { "cell_type": "code", + "execution_count": 17, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.524014Z", "start_time": "2025-10-06T04:02:03.519083Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.571644Z", + "iopub.status.busy": "2026-07-08T10:12:02.571496Z", + "iopub.status.idle": "2026-07-08T10:12:02.575586Z", + "shell.execute_reply": "2026-07-08T10:12:02.574491Z" } }, - "source": [ - "bm.ein_rearrange(ims, '(b1 b2) h w c -> h (b2 b1 w) c ', b1=2).shape " - ], "outputs": [ { "data": { @@ -539,12 +648,14 @@ "(96, 576, 3)" ] }, - "execution_count": 67, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 67 + "source": [ + "bm.ein_rearrange(ims, '(b1 b2) h w c -> h (b2 b1 w) c ', b1=2).shape " + ] }, { "cell_type": "markdown", @@ -570,16 +681,19 @@ }, { "cell_type": "code", + "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.541621Z", "start_time": "2025-10-06T04:02:03.536651Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.578392Z", + "iopub.status.busy": "2026-07-08T10:12:02.578164Z", + "iopub.status.idle": "2026-07-08T10:12:02.582468Z", + "shell.execute_reply": "2026-07-08T10:12:02.581543Z" } }, - "source": [ - "# average over batch\n", - "bm.ein_reduce(ims, 'b h w c -> h w c', 'mean').shape" - ], "outputs": [ { "data": { @@ -587,26 +701,31 @@ "(96, 96, 3)" ] }, - "execution_count": 68, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 68 + "source": [ + "# average over batch\n", + "bm.ein_reduce(ims, 'b h w c -> h w c', 'mean').shape" + ] }, { "cell_type": "code", + "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.557906Z", "start_time": "2025-10-06T04:02:03.553659Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.584225Z", + "iopub.status.busy": "2026-07-08T10:12:02.584072Z", + "iopub.status.idle": "2026-07-08T10:12:02.587802Z", + "shell.execute_reply": "2026-07-08T10:12:02.586981Z" } }, - "source": [ - "# the previous is identical to familiar:\n", - "ims.mean(axis=0).shape\n", - "# but is so much more readable" - ], "outputs": [ { "data": { @@ -614,29 +733,35 @@ "(96, 96, 3)" ] }, - "execution_count": 69, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 69 + "source": [ + "# the previous is identical to familiar:\n", + "ims.mean(axis=0).shape\n", + "# but is so much more readable" + ] }, { "cell_type": "code", + "execution_count": 20, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.574009Z", "start_time": "2025-10-06T04:02:03.569914Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.589155Z", + "iopub.status.busy": "2026-07-08T10:12:02.589015Z", + "iopub.status.idle": "2026-07-08T10:12:02.594767Z", + "shell.execute_reply": "2026-07-08T10:12:02.593721Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# Example of reducing of several axes \n", - "# besides mean, there are also min, max, sum, prod\n", - "bm.ein_reduce(ims, 'b h w c -> h w', 'min').shape" - ], "outputs": [ { "data": { @@ -644,26 +769,32 @@ "(96, 96)" ] }, - "execution_count": 70, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 70 + "source": [ + "# Example of reducing of several axes \n", + "# besides mean, there are also min, max, sum, prod\n", + "bm.ein_reduce(ims, 'b h w c -> h w', 'min').shape" + ] }, { "cell_type": "code", + "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.591850Z", "start_time": "2025-10-06T04:02:03.586999Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.596479Z", + "iopub.status.busy": "2026-07-08T10:12:02.596307Z", + "iopub.status.idle": "2026-07-08T10:12:02.601836Z", + "shell.execute_reply": "2026-07-08T10:12:02.600905Z" } }, - "source": [ - "# this is mean-pooling with 2x2 kernel\n", - "# image is split into 2x2 patches, each patch is averaged\n", - "bm.ein_reduce(ims, 'b (h h2) (w w2) c -> h (b w) c', 'mean', h2=2, w2=2).shape" - ], "outputs": [ { "data": { @@ -671,29 +802,35 @@ "(48, 288, 3)" ] }, - "execution_count": 71, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 71 + "source": [ + "# this is mean-pooling with 2x2 kernel\n", + "# image is split into 2x2 patches, each patch is averaged\n", + "bm.ein_reduce(ims, 'b (h h2) (w w2) c -> h (b w) c', 'mean', h2=2, w2=2).shape" + ] }, { "cell_type": "code", + "execution_count": 22, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.608147Z", "start_time": "2025-10-06T04:02:03.602082Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.603335Z", + "iopub.status.busy": "2026-07-08T10:12:02.603170Z", + "iopub.status.idle": "2026-07-08T10:12:02.609175Z", + "shell.execute_reply": "2026-07-08T10:12:02.608236Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# max-pooling is similar\n", - "# result is not as smooth as for mean-pooling\n", - "bm.ein_reduce(ims, 'b (h h2) (w w2) c -> h (b w) c', 'max', h2=2, w2=2).shape" - ], "outputs": [ { "data": { @@ -701,28 +838,35 @@ "(48, 288, 3)" ] }, - "execution_count": 72, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 72 + "source": [ + "# max-pooling is similar\n", + "# result is not as smooth as for mean-pooling\n", + "bm.ein_reduce(ims, 'b (h h2) (w w2) c -> h (b w) c', 'max', h2=2, w2=2).shape" + ] }, { "cell_type": "code", + "execution_count": 23, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.624452Z", "start_time": "2025-10-06T04:02:03.617364Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.611655Z", + "iopub.status.busy": "2026-07-08T10:12:02.611448Z", + "iopub.status.idle": "2026-07-08T10:12:02.616307Z", + "shell.execute_reply": "2026-07-08T10:12:02.615437Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# yet another example. Can you compute result shape?\n", - "bm.ein_reduce(ims, '(b1 b2) h w c -> (b2 h) (b1 w)', 'mean', b1=2).shape" - ], "outputs": [ { "data": { @@ -730,12 +874,15 @@ "(288, 192)" ] }, - "execution_count": 73, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 73 + "source": [ + "# yet another example. Can you compute result shape?\n", + "bm.ein_reduce(ims, '(b1 b2) h w c -> (b2 h) (b1 w)', 'mean', b1=2).shape" + ] }, { "cell_type": "markdown", @@ -750,25 +897,22 @@ }, { "cell_type": "code", + "execution_count": 24, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.653280Z", "start_time": "2025-10-06T04:02:03.646929Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.617790Z", + "iopub.status.busy": "2026-07-08T10:12:02.617589Z", + "iopub.status.idle": "2026-07-08T10:12:02.622522Z", + "shell.execute_reply": "2026-07-08T10:12:02.621573Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# rearrange can also take care of lists of arrays with the same shape\n", - "x = list(ims)\n", - "print(type(x), 'with', len(x), 'tensors of shape', x[0].shape)\n", - "# that's how we can stack inputs\n", - "# \"list axis\" becomes first (\"b\" in this case), and we left it there\n", - "res = bm.ein_rearrange(x, 'b h w c -> b h w c')\n", - "\n", - "[r.shape for r in res]" - ], "outputs": [ { "name": "stdout", @@ -783,28 +927,40 @@ "[(96, 96, 3), (96, 96, 3), (96, 96, 3), (96, 96, 3), (96, 96, 3), (96, 96, 3)]" ] }, - "execution_count": 74, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 74 + "source": [ + "# rearrange can also take care of lists of arrays with the same shape\n", + "x = list(ims)\n", + "print(type(x), 'with', len(x), 'tensors of shape', x[0].shape)\n", + "# that's how we can stack inputs\n", + "# \"list axis\" becomes first (\"b\" in this case), and we left it there\n", + "res = bm.ein_rearrange(x, 'b h w c -> b h w c')\n", + "\n", + "[r.shape for r in res]" + ] }, { "cell_type": "code", + "execution_count": 25, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.675197Z", "start_time": "2025-10-06T04:02:03.669081Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.624094Z", + "iopub.status.busy": "2026-07-08T10:12:02.623954Z", + "iopub.status.idle": "2026-07-08T10:12:02.629291Z", + "shell.execute_reply": "2026-07-08T10:12:02.628083Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# but new axis can appear in the other place:\n", - "bm.ein_rearrange(x, 'b h w c -> h w c b').shape" - ], "outputs": [ { "data": { @@ -812,58 +968,70 @@ "(96, 96, 3, 6)" ] }, - "execution_count": 75, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 75 + "source": [ + "# but new axis can appear in the other place:\n", + "bm.ein_rearrange(x, 'b h w c -> h w c b').shape" + ] }, { "cell_type": "code", + "execution_count": 26, "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T04:02:03.696971Z", + "start_time": "2025-10-06T04:02:03.689139Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.631246Z", + "iopub.status.busy": "2026-07-08T10:12:02.631068Z", + "iopub.status.idle": "2026-07-08T10:12:02.636071Z", + "shell.execute_reply": "2026-07-08T10:12:02.635125Z" + }, "pycharm": { "name": "#%%\n" - }, - "ExecuteTime": { - "end_time": "2025-10-06T04:02:03.696971Z", - "start_time": "2025-10-06T04:02:03.689139Z" } }, - "source": [ - "# that's equivalent to numpy stacking, but written more explicitly\n", - "numpy.array_equal(bm.ein_rearrange(x, 'b h w c -> h w c b'), numpy.stack(x, axis=3))" - ], "outputs": [ { "data": { "text/plain": [ - "False" + "True" ] }, - "execution_count": 76, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 76 + "source": [ + "# that's equivalent to numpy stacking, but written more explicitly\n", + "numpy.array_equal(bm.ein_rearrange(x, 'b h w c -> h w c b'), numpy.stack(x, axis=3))" + ] }, { "cell_type": "code", + "execution_count": 27, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.713898Z", "start_time": "2025-10-06T04:02:03.706420Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.638007Z", + "iopub.status.busy": "2026-07-08T10:12:02.637853Z", + "iopub.status.idle": "2026-07-08T10:12:02.642159Z", + "shell.execute_reply": "2026-07-08T10:12:02.641197Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# ... or we can concatenate along axes\n", - "bm.ein_rearrange(x, 'b h w c -> h (b w) c').shape" - ], "outputs": [ { "data": { @@ -871,41 +1039,50 @@ "(96, 576, 3)" ] }, - "execution_count": 77, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 77 + "source": [ + "# ... or we can concatenate along axes\n", + "bm.ein_rearrange(x, 'b h w c -> h (b w) c').shape" + ] }, { "cell_type": "code", + "execution_count": 28, "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T04:02:03.744778Z", "start_time": "2025-10-06T04:02:03.736784Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.644512Z", + "iopub.status.busy": "2026-07-08T10:12:02.644271Z", + "iopub.status.idle": "2026-07-08T10:12:02.649737Z", + "shell.execute_reply": "2026-07-08T10:12:02.648767Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# which is equivalent to concatenation\n", - "numpy.array_equal(bm.ein_rearrange(x, 'b h w c -> h (b w) c'), numpy.concatenate(x, axis=1))" - ], "outputs": [ { "data": { "text/plain": [ - "False" + "True" ] }, - "execution_count": 78, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 78 + "source": [ + "# which is equivalent to concatenation\n", + "numpy.array_equal(bm.ein_rearrange(x, 'b h w c -> h (b w) c'), numpy.concatenate(x, axis=1))" + ] }, { "cell_type": "markdown", @@ -920,17 +1097,19 @@ }, { "cell_type": "code", + "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.769312Z", "start_time": "2025-10-06T04:02:03.764339Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.651436Z", + "iopub.status.busy": "2026-07-08T10:12:02.651258Z", + "iopub.status.idle": "2026-07-08T10:12:02.654784Z", + "shell.execute_reply": "2026-07-08T10:12:02.653991Z" } }, - "source": [ - "x = bm.ein_rearrange(ims, 'b h w c -> b 1 h w 1 c') # functionality of numpy.expand_dims\n", - "print(x.shape)\n", - "print(bm.ein_rearrange(x, 'b 1 h w 1 c -> b h w c').shape) # functionality of numpy.squeeze" - ], "outputs": [ { "name": "stdout", @@ -941,21 +1120,27 @@ ] } ], - "execution_count": 79 + "source": [ + "x = bm.ein_rearrange(ims, 'b h w c -> b 1 h w 1 c') # functionality of numpy.expand_dims\n", + "print(x.shape)\n", + "print(bm.ein_rearrange(x, 'b 1 h w 1 c -> b h w c').shape) # functionality of numpy.squeeze" + ] }, { "cell_type": "code", + "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.789357Z", "start_time": "2025-10-06T04:02:03.782895Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.656628Z", + "iopub.status.busy": "2026-07-08T10:12:02.656490Z", + "iopub.status.idle": "2026-07-08T10:12:02.662875Z", + "shell.execute_reply": "2026-07-08T10:12:02.661787Z" } }, - "source": [ - "# compute max in each image individually, then show a difference \n", - "x = bm.ein_reduce(ims, 'b h w c -> b () () c', 'max') - ims\n", - "bm.ein_rearrange(x, 'b h w c -> h (b w) c').shape" - ], "outputs": [ { "data": { @@ -963,12 +1148,16 @@ "(96, 576, 3)" ] }, - "execution_count": 80, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 80 + "source": [ + "# compute max in each image individually, then show a difference \n", + "x = bm.ein_reduce(ims, 'b h w c -> b () () c', 'max') - ims\n", + "bm.ein_rearrange(x, 'b h w c -> h (b w) c').shape" + ] }, { "cell_type": "markdown", @@ -981,16 +1170,19 @@ }, { "cell_type": "code", + "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.807388Z", "start_time": "2025-10-06T04:02:03.802852Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.664573Z", + "iopub.status.busy": "2026-07-08T10:12:02.664411Z", + "iopub.status.idle": "2026-07-08T10:12:02.668755Z", + "shell.execute_reply": "2026-07-08T10:12:02.667686Z" } }, - "source": [ - "# repeat along a new axis. New axis can be placed anywhere\n", - "bm.ein_repeat(ims[0], 'h w c -> h new_axis w c', new_axis=5).shape" - ], "outputs": [ { "data": { @@ -998,25 +1190,31 @@ "(96, 5, 96, 3)" ] }, - "execution_count": 81, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 81 + "source": [ + "# repeat along a new axis. New axis can be placed anywhere\n", + "bm.ein_repeat(ims[0], 'h w c -> h new_axis w c', new_axis=5).shape" + ] }, { "cell_type": "code", + "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.824528Z", "start_time": "2025-10-06T04:02:03.819404Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.670436Z", + "iopub.status.busy": "2026-07-08T10:12:02.670287Z", + "iopub.status.idle": "2026-07-08T10:12:02.674197Z", + "shell.execute_reply": "2026-07-08T10:12:02.673434Z" } }, - "source": [ - "# shortcut\n", - "bm.ein_repeat(ims[0], 'h w c -> h 5 w c').shape" - ], "outputs": [ { "data": { @@ -1024,25 +1222,31 @@ "(96, 5, 96, 3)" ] }, - "execution_count": 82, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 82 + "source": [ + "# shortcut\n", + "bm.ein_repeat(ims[0], 'h w c -> h 5 w c').shape" + ] }, { "cell_type": "code", + "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.841832Z", "start_time": "2025-10-06T04:02:03.836896Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.676180Z", + "iopub.status.busy": "2026-07-08T10:12:02.676020Z", + "iopub.status.idle": "2026-07-08T10:12:02.681305Z", + "shell.execute_reply": "2026-07-08T10:12:02.680189Z" } }, - "source": [ - "# repeat along w (existing axis)\n", - "bm.ein_repeat(ims[0], 'h w c -> h (repeat w) c', repeat=3).shape" - ], "outputs": [ { "data": { @@ -1050,25 +1254,31 @@ "(96, 288, 3)" ] }, - "execution_count": 83, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 83 + "source": [ + "# repeat along w (existing axis)\n", + "bm.ein_repeat(ims[0], 'h w c -> h (repeat w) c', repeat=3).shape" + ] }, { "cell_type": "code", + "execution_count": 34, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.858649Z", "start_time": "2025-10-06T04:02:03.853596Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.682979Z", + "iopub.status.busy": "2026-07-08T10:12:02.682817Z", + "iopub.status.idle": "2026-07-08T10:12:02.687247Z", + "shell.execute_reply": "2026-07-08T10:12:02.686425Z" } }, - "source": [ - "# repeat along two existing axes\n", - "bm.ein_repeat(ims[0], 'h w c -> (2 h) (2 w) c').shape" - ], "outputs": [ { "data": { @@ -1076,26 +1286,31 @@ "(192, 192, 3)" ] }, - "execution_count": 84, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 84 + "source": [ + "# repeat along two existing axes\n", + "bm.ein_repeat(ims[0], 'h w c -> (2 h) (2 w) c').shape" + ] }, { "cell_type": "code", + "execution_count": 35, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.874648Z", "start_time": "2025-10-06T04:02:03.868730Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.688736Z", + "iopub.status.busy": "2026-07-08T10:12:02.688584Z", + "iopub.status.idle": "2026-07-08T10:12:02.692848Z", + "shell.execute_reply": "2026-07-08T10:12:02.691483Z" } }, - "source": [ - "# order of axes matters as usual - you can repeat each element (pixel) 3 times \n", - "# by changing order in parenthesis\n", - "bm.ein_repeat(ims[0], 'h w c -> h (w repeat) c', repeat=3).shape" - ], "outputs": [ { "data": { @@ -1103,12 +1318,16 @@ "(96, 288, 3)" ] }, - "execution_count": 85, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 85 + "source": [ + "# order of axes matters as usual - you can repeat each element (pixel) 3 times \n", + "# by changing order in parenthesis\n", + "bm.ein_repeat(ims[0], 'h w c -> h (w repeat) c', repeat=3).shape" + ] }, { "cell_type": "markdown", @@ -1134,21 +1353,27 @@ }, { "cell_type": "code", + "execution_count": 36, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.892052Z", "start_time": "2025-10-06T04:02:03.885972Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.695287Z", + "iopub.status.busy": "2026-07-08T10:12:02.695052Z", + "iopub.status.idle": "2026-07-08T10:12:02.831723Z", + "shell.execute_reply": "2026-07-08T10:12:02.830642Z" } }, + "outputs": [], "source": [ "repeated = bm.ein_repeat(ims, 'b h w c -> b h new_axis w c', new_axis=2)\n", "reduced = bm.ein_reduce(repeated, 'b h new_axis w c -> b h w c', 'min')\n", "\n", "\n", "assert bm.allclose(ims, reduced)" - ], - "outputs": [], - "execution_count": 86 + ] }, { "cell_type": "markdown", @@ -1161,17 +1386,19 @@ }, { "cell_type": "code", + "execution_count": 37, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.912074Z", "start_time": "2025-10-06T04:02:03.906545Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.833758Z", + "iopub.status.busy": "2026-07-08T10:12:02.833599Z", + "iopub.status.idle": "2026-07-08T10:12:02.838306Z", + "shell.execute_reply": "2026-07-08T10:12:02.837295Z" } }, - "source": [ - "# interweaving pixels of different pictures\n", - "# all letters are observable\n", - "bm.ein_rearrange(ims, '(b1 b2) h w c -> (h b1) (w b2) c ', b1=2).shape" - ], "outputs": [ { "data": { @@ -1179,25 +1406,32 @@ "(192, 288, 3)" ] }, - "execution_count": 87, + "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 87 + "source": [ + "# interweaving pixels of different pictures\n", + "# all letters are observable\n", + "bm.ein_rearrange(ims, '(b1 b2) h w c -> (h b1) (w b2) c ', b1=2).shape" + ] }, { "cell_type": "code", + "execution_count": 38, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.936116Z", "start_time": "2025-10-06T04:02:03.930160Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.839810Z", + "iopub.status.busy": "2026-07-08T10:12:02.839663Z", + "iopub.status.idle": "2026-07-08T10:12:02.844354Z", + "shell.execute_reply": "2026-07-08T10:12:02.842849Z" } }, - "source": [ - "# interweaving along vertical for couples of images\n", - "bm.ein_rearrange(ims, '(b1 b2) h w c -> (h b1) (b2 w) c', b1=2).shape" - ], "outputs": [ { "data": { @@ -1205,26 +1439,31 @@ "(192, 288, 3)" ] }, - "execution_count": 88, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 88 + "source": [ + "# interweaving along vertical for couples of images\n", + "bm.ein_rearrange(ims, '(b1 b2) h w c -> (h b1) (b2 w) c', b1=2).shape" + ] }, { "cell_type": "code", + "execution_count": 39, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.954788Z", "start_time": "2025-10-06T04:02:03.949854Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.846296Z", + "iopub.status.busy": "2026-07-08T10:12:02.846065Z", + "iopub.status.idle": "2026-07-08T10:12:02.850563Z", + "shell.execute_reply": "2026-07-08T10:12:02.849611Z" } }, - "source": [ - "# interweaving lines for couples of images\n", - "# exercise: achieve the same result without einops in your favourite framework\n", - "bm.ein_reduce(ims, '(b1 b2) h w c -> h (b2 w) c', 'max', b1=2).shape" - ], "outputs": [ { "data": { @@ -1232,26 +1471,32 @@ "(96, 288, 3)" ] }, - "execution_count": 89, + "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 89 + "source": [ + "# interweaving lines for couples of images\n", + "# exercise: achieve the same result without einops in your favourite framework\n", + "bm.ein_reduce(ims, '(b1 b2) h w c -> h (b2 w) c', 'max', b1=2).shape" + ] }, { "cell_type": "code", + "execution_count": 40, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.973780Z", "start_time": "2025-10-06T04:02:03.968104Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.852088Z", + "iopub.status.busy": "2026-07-08T10:12:02.851935Z", + "iopub.status.idle": "2026-07-08T10:12:02.857163Z", + "shell.execute_reply": "2026-07-08T10:12:02.856256Z" } }, - "source": [ - "# color can be also composed into dimension\n", - "# ... while image is downsampled\n", - "bm.ein_reduce(ims, 'b (h 2) (w 2) c -> (c h) (b w)', 'mean').shape" - ], "outputs": [ { "data": { @@ -1259,25 +1504,32 @@ "(144, 288)" ] }, - "execution_count": 90, + "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 90 + "source": [ + "# color can be also composed into dimension\n", + "# ... while image is downsampled\n", + "bm.ein_reduce(ims, 'b (h 2) (w 2) c -> (c h) (b w)', 'mean').shape" + ] }, { "cell_type": "code", + "execution_count": 41, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:03.991014Z", "start_time": "2025-10-06T04:02:03.985802Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.859582Z", + "iopub.status.busy": "2026-07-08T10:12:02.859302Z", + "iopub.status.idle": "2026-07-08T10:12:02.864563Z", + "shell.execute_reply": "2026-07-08T10:12:02.863622Z" } }, - "source": [ - "# disproportionate resize\n", - "bm.ein_reduce(ims, 'b (h 4) (w 3) c -> (h) (b w)', 'mean').shape" - ], "outputs": [ { "data": { @@ -1285,25 +1537,31 @@ "(24, 192)" ] }, - "execution_count": 91, + "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 91 + "source": [ + "# disproportionate resize\n", + "bm.ein_reduce(ims, 'b (h 4) (w 3) c -> (h) (b w)', 'mean').shape" + ] }, { "cell_type": "code", + "execution_count": 42, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:04.009173Z", "start_time": "2025-10-06T04:02:04.003636Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.866261Z", + "iopub.status.busy": "2026-07-08T10:12:02.866093Z", + "iopub.status.idle": "2026-07-08T10:12:02.871588Z", + "shell.execute_reply": "2026-07-08T10:12:02.870433Z" } }, - "source": [ - "# spilt each image in two halves, compute mean of the two\n", - "bm.ein_reduce(ims, 'b (h1 h2) w c -> h2 (b w)', 'mean', h1=2).shape" - ], "outputs": [ { "data": { @@ -1311,25 +1569,31 @@ "(48, 576)" ] }, - "execution_count": 92, + "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 92 + "source": [ + "# spilt each image in two halves, compute mean of the two\n", + "bm.ein_reduce(ims, 'b (h1 h2) w c -> h2 (b w)', 'mean', h1=2).shape" + ] }, { "cell_type": "code", + "execution_count": 43, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:04.028362Z", "start_time": "2025-10-06T04:02:04.022954Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.873133Z", + "iopub.status.busy": "2026-07-08T10:12:02.872976Z", + "iopub.status.idle": "2026-07-08T10:12:02.878058Z", + "shell.execute_reply": "2026-07-08T10:12:02.876721Z" } }, - "source": [ - "# split in small patches and transpose each patch\n", - "bm.ein_rearrange(ims, 'b (h1 h2) (w1 w2) c -> (h1 w2) (b w1 h2) c', h2=8, w2=8).shape" - ], "outputs": [ { "data": { @@ -1337,25 +1601,31 @@ "(96, 576, 3)" ] }, - "execution_count": 93, + "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 93 + "source": [ + "# split in small patches and transpose each patch\n", + "bm.ein_rearrange(ims, 'b (h1 h2) (w1 w2) c -> (h1 w2) (b w1 h2) c', h2=8, w2=8).shape" + ] }, { "cell_type": "code", + "execution_count": 44, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:04.049866Z", "start_time": "2025-10-06T04:02:04.044753Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.879941Z", + "iopub.status.busy": "2026-07-08T10:12:02.879769Z", + "iopub.status.idle": "2026-07-08T10:12:02.883903Z", + "shell.execute_reply": "2026-07-08T10:12:02.883015Z" } }, - "source": [ - "# stop me someone!\n", - "bm.ein_rearrange(ims, 'b (h1 h2 h3) (w1 w2 w3) c -> (h1 w2 h3) (b w1 h2 w3) c', h2=2, w2=2, w3=2, h3=2).shape" - ], "outputs": [ { "data": { @@ -1363,24 +1633,31 @@ "(96, 576, 3)" ] }, - "execution_count": 94, + "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 94 + "source": [ + "# stop me someone!\n", + "bm.ein_rearrange(ims, 'b (h1 h2 h3) (w1 w2 w3) c -> (h1 w2 h3) (b w1 h2 w3) c', h2=2, w2=2, w3=2, h3=2).shape" + ] }, { "cell_type": "code", + "execution_count": 45, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:04.069253Z", "start_time": "2025-10-06T04:02:04.063856Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.885617Z", + "iopub.status.busy": "2026-07-08T10:12:02.885471Z", + "iopub.status.idle": "2026-07-08T10:12:02.889480Z", + "shell.execute_reply": "2026-07-08T10:12:02.888731Z" } }, - "source": [ - "bm.ein_rearrange(ims, '(b1 b2) (h1 h2) (w1 w2) c -> (h1 b1 h2) (w1 b2 w2) c', h1=3, w1=3, b2=3).shape" - ], "outputs": [ { "data": { @@ -1388,26 +1665,30 @@ "(192, 288, 3)" ] }, - "execution_count": 95, + "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 95 + "source": [ + "bm.ein_rearrange(ims, '(b1 b2) (h1 h2) (w1 w2) c -> (h1 b1 h2) (w1 b2 w2) c', h1=3, w1=3, b2=3).shape" + ] }, { "cell_type": "code", + "execution_count": 46, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:04.113892Z", "start_time": "2025-10-06T04:02:04.106619Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.891103Z", + "iopub.status.busy": "2026-07-08T10:12:02.890961Z", + "iopub.status.idle": "2026-07-08T10:12:02.895725Z", + "shell.execute_reply": "2026-07-08T10:12:02.894794Z" } }, - "source": [ - "# patterns can be arbitrarily complicated\n", - "bm.ein_reduce(ims, '(b1 b2) (h1 h2 h3) (w1 w2 w3) c -> (h1 w1 h3) (b1 w2 h2 w3 b2) c', 'mean', \n", - " h2=2, w1=2, w3=2, h3=2, b2=2).shape" - ], "outputs": [ { "data": { @@ -1415,28 +1696,32 @@ "(96, 576, 3)" ] }, - "execution_count": 96, + "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 96 + "source": [ + "# patterns can be arbitrarily complicated\n", + "bm.ein_reduce(ims, '(b1 b2) (h1 h2 h3) (w1 w2 w3) c -> (h1 w1 h3) (b1 w2 h2 w3 b2) c', 'mean', \n", + " h2=2, w1=2, w3=2, h3=2, b2=2).shape" + ] }, { "cell_type": "code", + "execution_count": 47, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:04.171625Z", "start_time": "2025-10-06T04:02:04.165992Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.898065Z", + "iopub.status.busy": "2026-07-08T10:12:02.897900Z", + "iopub.status.idle": "2026-07-08T10:12:02.905590Z", + "shell.execute_reply": "2026-07-08T10:12:02.904653Z" } }, - "source": [ - "# subtract background in each image individually and normalize\n", - "# pay attention to () - this is composition of 0 axis, a dummy axis with 1 element.\n", - "im2 = bm.ein_reduce(ims, 'b h w c -> b () () c', 'max') - ims\n", - "im2 /= bm.ein_reduce(im2, 'b h w c -> b () () c', 'max')\n", - "bm.ein_rearrange(im2, 'b h w c -> h (b w) c').shape" - ], "outputs": [ { "data": { @@ -1444,26 +1729,34 @@ "(96, 576, 3)" ] }, - "execution_count": 97, + "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 97 + "source": [ + "# subtract background in each image individually and normalize\n", + "# pay attention to () - this is composition of 0 axis, a dummy axis with 1 element.\n", + "im2 = bm.ein_reduce(ims, 'b h w c -> b () () c', 'max') - ims\n", + "im2 /= bm.ein_reduce(im2, 'b h w c -> b () () c', 'max')\n", + "bm.ein_rearrange(im2, 'b h w c -> h (b w) c').shape" + ] }, { "cell_type": "code", + "execution_count": 48, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:04.211528Z", "start_time": "2025-10-06T04:02:04.205623Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.907483Z", + "iopub.status.busy": "2026-07-08T10:12:02.907289Z", + "iopub.status.idle": "2026-07-08T10:12:02.913403Z", + "shell.execute_reply": "2026-07-08T10:12:02.912519Z" } }, - "source": [ - "# pixelate: first downscale by averaging, then upscale back using the same pattern\n", - "averaged = bm.ein_reduce(ims, 'b (h h2) (w w2) c -> b h w c', 'mean', h2=6, w2=8)\n", - "bm.ein_repeat(averaged, 'b h w c -> (h h2) (b w w2) c', h2=6, w2=8).shape" - ], "outputs": [ { "data": { @@ -1471,24 +1764,32 @@ "(96, 576, 3)" ] }, - "execution_count": 98, + "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 98 + "source": [ + "# pixelate: first downscale by averaging, then upscale back using the same pattern\n", + "averaged = bm.ein_reduce(ims, 'b (h h2) (w w2) c -> b h w c', 'mean', h2=6, w2=8)\n", + "bm.ein_repeat(averaged, 'b h w c -> (h h2) (b w w2) c', h2=6, w2=8).shape" + ] }, { "cell_type": "code", + "execution_count": 49, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:04.270835Z", "start_time": "2025-10-06T04:02:04.266340Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.915113Z", + "iopub.status.busy": "2026-07-08T10:12:02.914945Z", + "iopub.status.idle": "2026-07-08T10:12:02.918859Z", + "shell.execute_reply": "2026-07-08T10:12:02.918000Z" } }, - "source": [ - "bm.ein_rearrange(ims, 'b h w c -> w (b h) c').shape" - ], "outputs": [ { "data": { @@ -1496,26 +1797,30 @@ "(96, 576, 3)" ] }, - "execution_count": 99, + "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 99 + "source": [ + "bm.ein_rearrange(ims, 'b h w c -> w (b h) c').shape" + ] }, { "cell_type": "code", + "execution_count": 50, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:02:04.311893Z", "start_time": "2025-10-06T04:02:04.306202Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:02.920426Z", + "iopub.status.busy": "2026-07-08T10:12:02.920281Z", + "iopub.status.idle": "2026-07-08T10:12:02.924282Z", + "shell.execute_reply": "2026-07-08T10:12:02.923375Z" } }, - "source": [ - "# let's bring color dimension as part of horizontal axis\n", - "# at the same time horizontal axis is downsampled by 2x\n", - "bm.ein_reduce(ims, 'b (h h2) (w w2) c -> (h w2) (b w c)', 'mean', h2=3, w2=3).shape" - ], "outputs": [ { "data": { @@ -1523,12 +1828,16 @@ "(96, 576)" ] }, - "execution_count": 100, + "execution_count": 50, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 100 + "source": [ + "# let's bring color dimension as part of horizontal axis\n", + "# at the same time horizontal axis is downsampled by 2x\n", + "bm.ein_reduce(ims, 'b (h h2) (w w2) c -> (h w2) (b w c)', 'mean', h2=3, w2=3).shape" + ] }, { "cell_type": "markdown", @@ -1563,7 +1872,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.0" + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/tutorial_math/random_number_generation.ipynb b/docs/tutorial_math/random_number_generation.ipynb index 341613807..dafa33949 100644 --- a/docs/tutorial_math/random_number_generation.ipynb +++ b/docs/tutorial_math/random_number_generation.ipynb @@ -34,48 +34,69 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:03.969922Z", "start_time": "2025-10-06T04:03:03.966561Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:05.884967Z", + "iopub.status.busy": "2026-07-08T10:12:05.884823Z", + "iopub.status.idle": "2026-07-08T10:12:15.778995Z", + "shell.execute_reply": "2026-07-08T10:12:15.777824Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", "import numpy as np\n", "\n", "# bm.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 28 + ] }, { "cell_type": "code", + "execution_count": 2, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:03.989006Z", "start_time": "2025-10-06T04:03:03.982761Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:15.781557Z", + "iopub.status.busy": "2026-07-08T10:12:15.781254Z", + "iopub.status.idle": "2026-07-08T10:12:15.786157Z", + "shell.execute_reply": "2026-07-08T10:12:15.785239Z" } }, - "source": [ - "bp.__version__" - ], "outputs": [ { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, - "execution_count": 29, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 29 + "source": [ + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -99,57 +120,70 @@ }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.018865Z", "start_time": "2025-10-06T04:03:04.013080Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:15.787689Z", + "iopub.status.busy": "2026-07-08T10:12:15.787534Z", + "iopub.status.idle": "2026-07-08T10:12:21.844582Z", + "shell.execute_reply": "2026-07-08T10:12:21.843244Z" } }, - "source": [ - "bm.random.rand(10)" - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.3089733 , 0.89542127, 0.02714849, 0.94584775, 0.77089345,\n", - " 0.32520366, 0.69955456, 0.37229824, 0.43667316, 0.02874231], dtype=float32)" + "Array([2.3681116e-01, 4.7876692e-01, 7.3578441e-01, 7.2716093e-01,\n", + " 1.1444092e-05, 5.0029898e-01, 7.7005649e-01, 6.5257323e-01,\n", + " 2.3098588e-01, 7.7129853e-01], dtype=float32)" ] }, - "execution_count": 30, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 30 + "source": [ + "bm.random.rand(10)" + ] }, { "cell_type": "code", + "execution_count": 4, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.038321Z", "start_time": "2025-10-06T04:03:04.031639Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:21.846801Z", + "iopub.status.busy": "2026-07-08T10:12:21.846608Z", + "iopub.status.idle": "2026-07-08T10:12:21.850656Z", + "shell.execute_reply": "2026-07-08T10:12:21.849747Z" } }, - "source": [ - "np.random.rand(10)" - ], "outputs": [ { "data": { "text/plain": [ - "array([0.18021362, 0.57020223, 0.91773743, 0.32111789, 0.592986 ,\n", - " 0.32347693, 0.66178114, 0.11078982, 0.20402456, 0.80672322])" + "array([0.00838137, 0.15910073, 0.67182281, 0.31307152, 0.08349506,\n", + " 0.41476039, 0.24424634, 0.16937301, 0.66186656, 0.70968565])" ] }, - "execution_count": 31, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 31 + "source": [ + "np.random.rand(10)" + ] }, { "cell_type": "markdown", @@ -162,29 +196,36 @@ }, { "cell_type": "code", + "execution_count": 5, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.063855Z", "start_time": "2025-10-06T04:03:04.059525Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:21.852404Z", + "iopub.status.busy": "2026-07-08T10:12:21.852241Z", + "iopub.status.idle": "2026-07-08T10:12:21.856337Z", + "shell.execute_reply": "2026-07-08T10:12:21.855508Z" } }, - "source": [ - "bm.random.DEFAULT" - ], "outputs": [ { "data": { "text/plain": [ - "RandomState([2354496134 1053393286])" + "RandomState(Array((), dtype=key) overlaying:\n", + "[2453147516 3859196419])" ] }, - "execution_count": 32, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 32 + "source": [ + "bm.random.DEFAULT" + ] }, { "cell_type": "markdown", @@ -215,51 +256,65 @@ }, { "cell_type": "code", + "execution_count": 6, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.086112Z", "start_time": "2025-10-06T04:03:04.081634Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:21.858369Z", + "iopub.status.busy": "2026-07-08T10:12:21.857838Z", + "iopub.status.idle": "2026-07-08T10:12:21.980236Z", + "shell.execute_reply": "2026-07-08T10:12:21.979271Z" } }, - "source": [ - "bm.random.rand(1)\n", - "print('Now, the DEFAULT is', bm.random.DEFAULT)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Now, the DEFAULT is RandomState([3949348841 188664647])\n" + "Now, the DEFAULT is RandomState(Array((), dtype=key) overlaying:\n", + "[ 98774814 973971761])\n" ] } ], - "execution_count": 33 + "source": [ + "bm.random.rand(1)\n", + "print('Now, the DEFAULT is', bm.random.DEFAULT)" + ] }, { "cell_type": "code", + "execution_count": 7, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.114951Z", "start_time": "2025-10-06T04:03:04.109470Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:21.981871Z", + "iopub.status.busy": "2026-07-08T10:12:21.981656Z", + "iopub.status.idle": "2026-07-08T10:12:21.989476Z", + "shell.execute_reply": "2026-07-08T10:12:21.988458Z" } }, - "source": [ - "bm.random.rand(1)\n", - "print('Now, the DEFAULT is', bm.random.DEFAULT)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Now, the DEFAULT is RandomState([1197037675 819676900])\n" + "Now, the DEFAULT is RandomState(Array((), dtype=key) overlaying:\n", + "[1786537643 3932128334])\n" ] } ], - "execution_count": 34 + "source": [ + "bm.random.rand(1)\n", + "print('Now, the DEFAULT is', bm.random.DEFAULT)" + ] }, { "cell_type": "markdown", @@ -272,72 +327,90 @@ }, { "cell_type": "code", + "execution_count": 8, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.134587Z", "start_time": "2025-10-06T04:03:04.127958Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:21.991174Z", + "iopub.status.busy": "2026-07-08T10:12:21.990933Z", + "iopub.status.idle": "2026-07-08T10:12:21.994880Z", + "shell.execute_reply": "2026-07-08T10:12:21.993787Z" } }, + "outputs": [], "source": [ "@bm.jit\n", "def get_data():\n", " return bm.random.random(2)" - ], - "outputs": [], - "execution_count": 35 + ] }, { "cell_type": "code", + "execution_count": 9, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.251134Z", "start_time": "2025-10-06T04:03:04.161623Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:21.996600Z", + "iopub.status.busy": "2026-07-08T10:12:21.996435Z", + "iopub.status.idle": "2026-07-08T10:12:22.234258Z", + "shell.execute_reply": "2026-07-08T10:12:22.233400Z" } }, - "source": [ - "get_data()" - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.6563661 , 0.82885206], dtype=float32)" + "Array([0.83370316, 0.52313995], dtype=float32)" ] }, - "execution_count": 36, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 36 + "source": [ + "get_data()" + ] }, { "cell_type": "code", + "execution_count": 10, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.264344Z", "start_time": "2025-10-06T04:03:04.258890Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:22.235902Z", + "iopub.status.busy": "2026-07-08T10:12:22.235743Z", + "iopub.status.idle": "2026-07-08T10:12:22.240753Z", + "shell.execute_reply": "2026-07-08T10:12:22.240021Z" } }, - "source": [ - "get_data()" - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.8161644, 0.5287926], dtype=float32)" + "Array([0.1255579 , 0.84251523], dtype=float32)" ] }, - "execution_count": 37, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 37 + "source": [ + "get_data()" + ] }, { "cell_type": "markdown", @@ -350,89 +423,113 @@ }, { "cell_type": "code", + "execution_count": 11, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.280423Z", "start_time": "2025-10-06T04:03:04.276196Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:22.242295Z", + "iopub.status.busy": "2026-07-08T10:12:22.242136Z", + "iopub.status.idle": "2026-07-08T10:12:22.246432Z", + "shell.execute_reply": "2026-07-08T10:12:22.245148Z" } }, + "outputs": [], "source": [ "bm.random.seed()" - ], - "outputs": [], - "execution_count": 38 + ] }, { "cell_type": "code", + "execution_count": 12, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.298031Z", "start_time": "2025-10-06T04:03:04.292460Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:22.248234Z", + "iopub.status.busy": "2026-07-08T10:12:22.248054Z", + "iopub.status.idle": "2026-07-08T10:12:22.251230Z", + "shell.execute_reply": "2026-07-08T10:12:22.250268Z" } }, + "outputs": [], "source": [ "from functools import partial\n", "\n", "@partial(bm.jit)\n", "def get_data_v2():\n", " return bm.random.random(2)" - ], - "outputs": [], - "execution_count": 39 + ] }, { "cell_type": "code", + "execution_count": 13, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.390467Z", "start_time": "2025-10-06T04:03:04.304539Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:22.252601Z", + "iopub.status.busy": "2026-07-08T10:12:22.252459Z", + "iopub.status.idle": "2026-07-08T10:12:22.484975Z", + "shell.execute_reply": "2026-07-08T10:12:22.484060Z" } }, - "source": [ - "get_data_v2()" - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.18351912, 0.07486355], dtype=float32)" + "Array([0.6613307 , 0.14987624], dtype=float32)" ] }, - "execution_count": 40, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 40 + "source": [ + "get_data_v2()" + ] }, { "cell_type": "code", + "execution_count": 14, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.404583Z", "start_time": "2025-10-06T04:03:04.399766Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:22.486524Z", + "iopub.status.busy": "2026-07-08T10:12:22.486358Z", + "iopub.status.idle": "2026-07-08T10:12:22.493212Z", + "shell.execute_reply": "2026-07-08T10:12:22.491889Z" } }, - "source": [ - "get_data_v2()" - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.6289803, 0.797102 ], dtype=float32)" + "Array([0.74473476, 0.7490096 ], dtype=float32)" ] }, - "execution_count": 41, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 41 + "source": [ + "get_data_v2()" + ] }, { "cell_type": "markdown", @@ -445,72 +542,90 @@ }, { "cell_type": "code", + "execution_count": 15, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.421710Z", "start_time": "2025-10-06T04:03:04.417679Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:22.495475Z", + "iopub.status.busy": "2026-07-08T10:12:22.495215Z", + "iopub.status.idle": "2026-07-08T10:12:22.499752Z", + "shell.execute_reply": "2026-07-08T10:12:22.498433Z" } }, + "outputs": [], "source": [ "@bm.jit\n", "def get_data_v3():\n", " return bm.random.random(2)" - ], - "outputs": [], - "execution_count": 42 + ] }, { "cell_type": "code", + "execution_count": 16, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.531244Z", "start_time": "2025-10-06T04:03:04.435887Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:22.501367Z", + "iopub.status.busy": "2026-07-08T10:12:22.501202Z", + "iopub.status.idle": "2026-07-08T10:12:22.728389Z", + "shell.execute_reply": "2026-07-08T10:12:22.727216Z" } }, - "source": [ - "get_data_v3()" - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.64915967, 0.37961698], dtype=float32)" + "Array([0.23168421, 0.4247079 ], dtype=float32)" ] }, - "execution_count": 43, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 43 + "source": [ + "get_data_v3()" + ] }, { "cell_type": "code", + "execution_count": 17, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.545961Z", "start_time": "2025-10-06T04:03:04.540891Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:22.730226Z", + "iopub.status.busy": "2026-07-08T10:12:22.730046Z", + "iopub.status.idle": "2026-07-08T10:12:22.742926Z", + "shell.execute_reply": "2026-07-08T10:12:22.741844Z" } }, - "source": [ - "get_data_v3()" - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.28215742, 0.5177479 ], dtype=float32)" + "Array([0.94978225, 0.64936876], dtype=float32)" ] }, - "execution_count": 44, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 44 + "source": [ + "get_data_v3()" + ] }, { "cell_type": "markdown", @@ -532,13 +647,21 @@ }, { "cell_type": "code", + "execution_count": 18, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.561633Z", "start_time": "2025-10-06T04:03:04.557509Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:22.744914Z", + "iopub.status.busy": "2026-07-08T10:12:22.744727Z", + "iopub.status.idle": "2026-07-08T10:12:22.748254Z", + "shell.execute_reply": "2026-07-08T10:12:22.747363Z" } }, + "outputs": [], "source": [ "class MyOb(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -551,62 +674,72 @@ " v = self.rng.uniform(size=size)\n", " z = bm.sqrt(-2 * bm.log(u)) * bm.cos(2 * bm.pi * v)\n", " return z" - ], - "outputs": [], - "execution_count": 45 + ] }, { "cell_type": "code", + "execution_count": 19, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.577406Z", "start_time": "2025-10-06T04:03:04.573250Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:22.749687Z", + "iopub.status.busy": "2026-07-08T10:12:22.749531Z", + "iopub.status.idle": "2026-07-08T10:12:22.795692Z", + "shell.execute_reply": "2026-07-08T10:12:22.794551Z" } }, + "outputs": [], "source": [ "ob = bm.jit(MyOb())" - ], - "outputs": [], - "execution_count": 46 + ] }, { "cell_type": "code", + "execution_count": 20, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:04.863417Z", "start_time": "2025-10-06T04:03:04.586251Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:12:22.797508Z", + "iopub.status.busy": "2026-07-08T10:12:22.797349Z", + "iopub.status.idle": "2026-07-08T10:12:23.211703Z", + "shell.execute_reply": "2026-07-08T10:12:23.210708Z" } }, - "source": [ - "ob()" - ], "outputs": [ { "data": { "text/plain": [ - "Array([[ 1.714168 , -0.93755597, -1.566088 , ..., -2.300819 ,\n", - " -0.3244472 , -1.0213778 ],\n", - " [ 0.22194532, 0.86869 , -1.8543271 , ..., 0.6031633 ,\n", + "Array([[ 1.7141678 , -0.9375559 , -1.5660878 , ..., -2.300819 ,\n", + " -0.32444724, -1.0213778 ],\n", + " [ 0.22194532, 0.8686901 , -1.8543271 , ..., 0.6031633 ,\n", " 0.5587094 , 0.17947507],\n", " [-0.04175869, -0.25695515, 0.41855374, ..., 0.7097617 ,\n", " -1.0369484 , -2.6332123 ],\n", " ...,\n", " [-0.5513834 , -1.2007083 , -0.21716705, ..., 2.4005718 ,\n", - " -1.97702 , -1.9229662 ],\n", - " [ 1.9620371 , -1.030306 , 0.5033778 , ..., 1.0114168 ,\n", + " -1.97702 , -1.9229665 ],\n", + " [ 1.9620371 , -1.0303059 , 0.50337774, ..., 1.0114168 ,\n", " 0.5670819 , 0.3017683 ],\n", " [-1.576822 , -1.2365927 , 0.87836343, ..., -1.5918341 ,\n", - " 0.7913105 , -1.8031495 ]], dtype=float32)" + " 0.79131055, -1.8031497 ]], dtype=float32)" ] }, - "execution_count": 47, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 47 + "source": [ + "ob()" + ] }, { "cell_type": "markdown", @@ -628,14 +761,14 @@ "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" + "pygments_lexer": "ipython3", + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/tutorial_math/variables.ipynb b/docs/tutorial_math/variables.ipynb index 2d3155f44..02dddbd8a 100644 --- a/docs/tutorial_math/variables.ipynb +++ b/docs/tutorial_math/variables.ipynb @@ -44,17 +44,25 @@ "start_time": "2025-10-06T04:03:20.037173Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:11.448531Z", - "iopub.status.busy": "2026-06-19T06:03:11.448397Z", - "iopub.status.idle": "2026-06-19T06:03:18.473477Z", - "shell.execute_reply": "2026-06-19T06:03:18.472473Z" + "iopub.execute_input": "2026-07-08T10:12:26.295578Z", + "iopub.status.busy": "2026-07-08T10:12:26.295433Z", + "iopub.status.idle": "2026-07-08T10:12:35.745118Z", + "shell.execute_reply": "2026-07-08T10:12:35.744252Z" } }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + }, { "data": { "text/plain": [ - "'2.7.8'" + "'2.8.0'" ] }, "execution_count": 1, @@ -114,17 +122,17 @@ "start_time": "2025-10-06T04:03:24.285432Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:18.475425Z", - "iopub.status.busy": "2026-06-19T06:03:18.475151Z", - "iopub.status.idle": "2026-06-19T06:03:18.649081Z", - "shell.execute_reply": "2026-06-19T06:03:18.648107Z" + "iopub.execute_input": "2026-07-08T10:12:35.747739Z", + "iopub.status.busy": "2026-07-08T10:12:35.747460Z", + "iopub.status.idle": "2026-07-08T10:12:41.089517Z", + "shell.execute_reply": "2026-07-08T10:12:41.088523Z" } }, "outputs": [ { "data": { "text/plain": [ - "Array([0.24715889, 0.3556596 , 0.2603606 , 0.05203128, 0.8288523 ], dtype=float32)" + "Array([0.44584227, 0.53639174, 0.02990043, 0.20366955, 0.8046583 ], dtype=float32)" ] }, "execution_count": 2, @@ -147,10 +155,10 @@ "start_time": "2025-10-06T04:03:24.518256Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:18.650874Z", - "iopub.status.busy": "2026-06-19T06:03:18.650723Z", - "iopub.status.idle": "2026-06-19T06:03:18.654393Z", - "shell.execute_reply": "2026-06-19T06:03:18.653535Z" + "iopub.execute_input": "2026-07-08T10:12:41.091125Z", + "iopub.status.busy": "2026-07-08T10:12:41.090966Z", + "iopub.status.idle": "2026-07-08T10:12:41.095420Z", + "shell.execute_reply": "2026-07-08T10:12:41.094250Z" } }, "outputs": [ @@ -194,17 +202,17 @@ "start_time": "2025-10-06T04:03:24.538826Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:18.656057Z", - "iopub.status.busy": "2026-06-19T06:03:18.655900Z", - "iopub.status.idle": "2026-06-19T06:03:18.659783Z", - "shell.execute_reply": "2026-06-19T06:03:18.658915Z" + "iopub.execute_input": "2026-07-08T10:12:41.097422Z", + "iopub.status.busy": "2026-07-08T10:12:41.097246Z", + "iopub.status.idle": "2026-07-08T10:12:41.101274Z", + "shell.execute_reply": "2026-07-08T10:12:41.100330Z" } }, "outputs": [ { "data": { "text/plain": [ - "Array([0.24715889, 0.3556596 , 0.2603606 , 0.05203128, 0.8288523 ], dtype=float32)" + "Array([0.44584227, 0.53639174, 0.02990043, 0.20366955, 0.8046583 ], dtype=float32)" ] }, "execution_count": 4, @@ -226,10 +234,10 @@ "start_time": "2025-10-06T04:03:24.602338Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:18.661668Z", - "iopub.status.busy": "2026-06-19T06:03:18.661483Z", - "iopub.status.idle": "2026-06-19T06:03:18.705770Z", - "shell.execute_reply": "2026-06-19T06:03:18.704837Z" + "iopub.execute_input": "2026-07-08T10:12:41.103112Z", + "iopub.status.busy": "2026-07-08T10:12:41.102956Z", + "iopub.status.idle": "2026-07-08T10:12:41.242248Z", + "shell.execute_reply": "2026-07-08T10:12:41.241019Z" } }, "outputs": [ @@ -268,17 +276,17 @@ "start_time": "2025-10-06T04:03:24.677241Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:18.707945Z", - "iopub.status.busy": "2026-06-19T06:03:18.707788Z", - "iopub.status.idle": "2026-06-19T06:03:18.731227Z", - "shell.execute_reply": "2026-06-19T06:03:18.730332Z" + "iopub.execute_input": "2026-07-08T10:12:41.245053Z", + "iopub.status.busy": "2026-07-08T10:12:41.244783Z", + "iopub.status.idle": "2026-07-08T10:12:41.279531Z", + "shell.execute_reply": "2026-07-08T10:12:41.278228Z" } }, "outputs": [ { "data": { "text/plain": [ - 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"iopub.execute_input": "2026-06-19T06:03:18.757738Z", - "iopub.status.busy": "2026-06-19T06:03:18.757591Z", - "iopub.status.idle": "2026-06-19T06:03:18.781172Z", - "shell.execute_reply": "2026-06-19T06:03:18.780289Z" + "iopub.execute_input": "2026-07-08T10:12:41.325275Z", + "iopub.status.busy": "2026-07-08T10:12:41.325120Z", + "iopub.status.idle": "2026-07-08T10:12:41.366439Z", + "shell.execute_reply": "2026-07-08T10:12:41.365555Z" } }, "outputs": [ @@ -382,10 +390,10 @@ "start_time": "2025-10-06T04:03:24.791977Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:18.782881Z", - "iopub.status.busy": "2026-06-19T06:03:18.782732Z", - "iopub.status.idle": "2026-06-19T06:03:19.209714Z", - "shell.execute_reply": "2026-06-19T06:03:19.208867Z" + "iopub.execute_input": "2026-07-08T10:12:41.368764Z", + "iopub.status.busy": "2026-07-08T10:12:41.368600Z", + "iopub.status.idle": "2026-07-08T10:12:42.074489Z", + "shell.execute_reply": "2026-07-08T10:12:42.073354Z" } }, "outputs": [ @@ -442,10 +450,10 @@ "start_time": "2025-10-06T04:03:25.193538Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.211365Z", - "iopub.status.busy": "2026-06-19T06:03:19.211211Z", - "iopub.status.idle": "2026-06-19T06:03:19.213777Z", - "shell.execute_reply": "2026-06-19T06:03:19.212998Z" + "iopub.execute_input": "2026-07-08T10:12:42.077353Z", + "iopub.status.busy": "2026-07-08T10:12:42.077076Z", + "iopub.status.idle": "2026-07-08T10:12:42.080720Z", + "shell.execute_reply": "2026-07-08T10:12:42.079732Z" } }, "outputs": [], @@ -464,10 +472,10 @@ "start_time": "2025-10-06T04:03:25.202759Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.215172Z", - "iopub.status.busy": "2026-06-19T06:03:19.215035Z", - "iopub.status.idle": "2026-06-19T06:03:19.217771Z", - "shell.execute_reply": "2026-06-19T06:03:19.216987Z" + "iopub.execute_input": "2026-07-08T10:12:42.082311Z", + "iopub.status.busy": "2026-07-08T10:12:42.082145Z", + "iopub.status.idle": "2026-07-08T10:12:42.085254Z", + "shell.execute_reply": "2026-07-08T10:12:42.084356Z" } }, "outputs": [], @@ -490,10 +498,10 @@ "start_time": "2025-10-06T04:03:25.214172Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.219359Z", - "iopub.status.busy": "2026-06-19T06:03:19.219227Z", - "iopub.status.idle": "2026-06-19T06:03:19.223452Z", - "shell.execute_reply": "2026-06-19T06:03:19.222655Z" + "iopub.execute_input": "2026-07-08T10:12:42.087023Z", + "iopub.status.busy": "2026-07-08T10:12:42.086857Z", + "iopub.status.idle": "2026-07-08T10:12:42.092905Z", + "shell.execute_reply": "2026-07-08T10:12:42.091995Z" } }, "outputs": [ @@ -552,17 +560,17 @@ "start_time": "2025-10-06T04:03:25.231365Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.225161Z", - "iopub.status.busy": "2026-06-19T06:03:19.225021Z", - "iopub.status.idle": "2026-06-19T06:03:19.295510Z", - "shell.execute_reply": "2026-06-19T06:03:19.294594Z" + "iopub.execute_input": "2026-07-08T10:12:42.095170Z", + "iopub.status.busy": "2026-07-08T10:12:42.094920Z", + "iopub.status.idle": "2026-07-08T10:12:42.212401Z", + "shell.execute_reply": "2026-07-08T10:12:42.211354Z" } }, "outputs": [ { "data": { "text/plain": [ - "Array([0.42417562, 0.88489735, 0.41192234, 0.7860801 ], dtype=float32)" + "Array([0.47143352, 0.7814121 , 0.9603934 , 0.65451026], dtype=float32)" ] }, "execution_count": 13, @@ -586,10 +594,10 @@ "start_time": "2025-10-06T04:03:25.335579Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.297243Z", - "iopub.status.busy": "2026-06-19T06:03:19.297084Z", - "iopub.status.idle": "2026-06-19T06:03:19.300527Z", - "shell.execute_reply": "2026-06-19T06:03:19.299821Z" + "iopub.execute_input": "2026-07-08T10:12:42.214235Z", + "iopub.status.busy": "2026-07-08T10:12:42.214042Z", + "iopub.status.idle": "2026-07-08T10:12:42.218008Z", + "shell.execute_reply": "2026-07-08T10:12:42.217121Z" } }, "outputs": [ @@ -638,17 +646,17 @@ "start_time": "2025-10-06T04:03:25.364262Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.302725Z", - "iopub.status.busy": "2026-06-19T06:03:19.302575Z", - "iopub.status.idle": "2026-06-19T06:03:19.356158Z", - "shell.execute_reply": "2026-06-19T06:03:19.355396Z" + "iopub.execute_input": "2026-07-08T10:12:42.219617Z", + "iopub.status.busy": "2026-07-08T10:12:42.219475Z", + "iopub.status.idle": "2026-07-08T10:12:42.323937Z", + "shell.execute_reply": "2026-07-08T10:12:42.322958Z" } }, "outputs": [ { "data": { "text/plain": [ - "Array([0.7504027], dtype=float32)" + "Array([0.9307438], dtype=float32)" ] }, "execution_count": 15, @@ -672,10 +680,10 @@ "start_time": "2025-10-06T04:03:25.630211Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.357915Z", - "iopub.status.busy": "2026-06-19T06:03:19.357766Z", - "iopub.status.idle": "2026-06-19T06:03:19.361397Z", - "shell.execute_reply": "2026-06-19T06:03:19.360481Z" + "iopub.execute_input": "2026-07-08T10:12:42.326582Z", + "iopub.status.busy": "2026-07-08T10:12:42.326223Z", + "iopub.status.idle": "2026-07-08T10:12:42.330924Z", + "shell.execute_reply": "2026-07-08T10:12:42.330011Z" } }, "outputs": [ @@ -724,10 +732,10 @@ "start_time": "2025-10-06T04:03:25.646128Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.363220Z", - "iopub.status.busy": "2026-06-19T06:03:19.362928Z", - "iopub.status.idle": "2026-06-19T06:03:19.394803Z", - "shell.execute_reply": "2026-06-19T06:03:19.393890Z" + "iopub.execute_input": "2026-07-08T10:12:42.332717Z", + "iopub.status.busy": "2026-07-08T10:12:42.332495Z", + "iopub.status.idle": "2026-07-08T10:12:42.378407Z", + "shell.execute_reply": "2026-07-08T10:12:42.377456Z" } }, "outputs": [ @@ -759,10 +767,10 @@ "start_time": "2025-10-06T04:03:25.704798Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.396574Z", - "iopub.status.busy": "2026-06-19T06:03:19.396426Z", - "iopub.status.idle": "2026-06-19T06:03:19.400623Z", - "shell.execute_reply": "2026-06-19T06:03:19.399846Z" + "iopub.execute_input": "2026-07-08T10:12:42.380478Z", + "iopub.status.busy": "2026-07-08T10:12:42.380311Z", + "iopub.status.idle": "2026-07-08T10:12:42.391844Z", + "shell.execute_reply": "2026-07-08T10:12:42.390896Z" } }, "outputs": [ @@ -795,10 +803,10 @@ "start_time": "2025-10-06T04:03:25.731390Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.402078Z", - "iopub.status.busy": "2026-06-19T06:03:19.401941Z", - "iopub.status.idle": "2026-06-19T06:03:19.405913Z", - "shell.execute_reply": "2026-06-19T06:03:19.405118Z" + "iopub.execute_input": "2026-07-08T10:12:42.393828Z", + "iopub.status.busy": "2026-07-08T10:12:42.393465Z", + "iopub.status.idle": "2026-07-08T10:12:42.401804Z", + "shell.execute_reply": "2026-07-08T10:12:42.400927Z" } }, "outputs": [ @@ -839,10 +847,10 @@ "start_time": "2025-10-06T04:03:25.755197Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.407442Z", - "iopub.status.busy": "2026-06-19T06:03:19.407301Z", - "iopub.status.idle": "2026-06-19T06:03:19.411299Z", - "shell.execute_reply": "2026-06-19T06:03:19.410556Z" + "iopub.execute_input": "2026-07-08T10:12:42.403378Z", + "iopub.status.busy": "2026-07-08T10:12:42.403215Z", + "iopub.status.idle": "2026-07-08T10:12:42.410086Z", + "shell.execute_reply": "2026-07-08T10:12:42.408928Z" } }, "outputs": [ @@ -880,10 +888,10 @@ "start_time": "2025-10-06T04:03:25.776986Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.412814Z", - "iopub.status.busy": "2026-06-19T06:03:19.412619Z", - "iopub.status.idle": "2026-06-19T06:03:19.511356Z", - "shell.execute_reply": "2026-06-19T06:03:19.510390Z" + "iopub.execute_input": "2026-07-08T10:12:42.412805Z", + "iopub.status.busy": "2026-07-08T10:12:42.412542Z", + "iopub.status.idle": "2026-07-08T10:12:42.642729Z", + "shell.execute_reply": "2026-07-08T10:12:42.641849Z" } }, "outputs": [ @@ -910,10 +918,10 @@ "id": "32b018e1", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.513140Z", - "iopub.status.busy": "2026-06-19T06:03:19.512996Z", - "iopub.status.idle": "2026-06-19T06:03:19.621802Z", - "shell.execute_reply": "2026-06-19T06:03:19.621093Z" + "iopub.execute_input": "2026-07-08T10:12:42.645266Z", + "iopub.status.busy": "2026-07-08T10:12:42.645075Z", + "iopub.status.idle": "2026-07-08T10:12:42.850582Z", + "shell.execute_reply": "2026-07-08T10:12:42.849628Z" } }, "outputs": [ @@ -951,10 +959,10 @@ "id": "4f13cfae", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.623736Z", - "iopub.status.busy": "2026-06-19T06:03:19.623594Z", - "iopub.status.idle": "2026-06-19T06:03:19.627299Z", - "shell.execute_reply": "2026-06-19T06:03:19.626398Z" + "iopub.execute_input": "2026-07-08T10:12:42.852567Z", + "iopub.status.busy": "2026-07-08T10:12:42.852404Z", + "iopub.status.idle": "2026-07-08T10:12:42.857299Z", + "shell.execute_reply": "2026-07-08T10:12:42.856426Z" }, "scrolled": true }, @@ -963,7 +971,7 @@ "data": { "text/plain": [ "RandomState(Array((), dtype=key) overlaying:\n", - "[1719580578 664369467])" + "[1107287262 245441581])" ] }, "execution_count": 23, @@ -989,10 +997,10 @@ "id": "9c93bdb6", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.628742Z", - "iopub.status.busy": "2026-06-19T06:03:19.628608Z", - "iopub.status.idle": "2026-06-19T06:03:19.658288Z", - "shell.execute_reply": "2026-06-19T06:03:19.657298Z" + "iopub.execute_input": "2026-07-08T10:12:42.859079Z", + "iopub.status.busy": "2026-07-08T10:12:42.858916Z", + "iopub.status.idle": "2026-07-08T10:12:42.910822Z", + "shell.execute_reply": "2026-07-08T10:12:42.909968Z" } }, "outputs": [ @@ -1044,10 +1052,10 @@ "id": "2c9da6cb", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.660036Z", - "iopub.status.busy": "2026-06-19T06:03:19.659884Z", - "iopub.status.idle": "2026-06-19T06:03:19.681263Z", - "shell.execute_reply": "2026-06-19T06:03:19.680249Z" + "iopub.execute_input": "2026-07-08T10:12:42.912648Z", + "iopub.status.busy": "2026-07-08T10:12:42.912484Z", + "iopub.status.idle": "2026-07-08T10:12:42.947221Z", + "shell.execute_reply": "2026-07-08T10:12:42.946230Z" } }, "outputs": [], @@ -1069,10 +1077,10 @@ "id": "80cce760", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.683010Z", - "iopub.status.busy": "2026-06-19T06:03:19.682861Z", - "iopub.status.idle": "2026-06-19T06:03:19.685957Z", - "shell.execute_reply": "2026-06-19T06:03:19.685154Z" + "iopub.execute_input": "2026-07-08T10:12:42.949016Z", + "iopub.status.busy": "2026-07-08T10:12:42.948849Z", + "iopub.status.idle": "2026-07-08T10:12:42.952179Z", + "shell.execute_reply": "2026-07-08T10:12:42.951223Z" } }, "outputs": [ @@ -1080,8 +1088,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "id(a) = 123800219584784\n", - "id(a.value) = 108823233113056\n" + "id(a) = 132746771649424\n", + "id(a.value) = 109068784406000\n" ] } ], @@ -1109,10 +1117,10 @@ "id": "01a8e078", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.687748Z", - "iopub.status.busy": "2026-06-19T06:03:19.687613Z", - "iopub.status.idle": "2026-06-19T06:03:19.725845Z", - "shell.execute_reply": "2026-06-19T06:03:19.724880Z" + "iopub.execute_input": "2026-07-08T10:12:42.954174Z", + "iopub.status.busy": "2026-07-08T10:12:42.953964Z", + "iopub.status.idle": "2026-07-08T10:12:43.003607Z", + "shell.execute_reply": "2026-07-08T10:12:43.002616Z" }, "scrolled": true }, @@ -1121,8 +1129,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "id(a) = 123800219584784\n", - "id(a.value) = 108823238131184\n" + "id(a) = 132746771649424\n", + "id(a.value) = 109068791922544\n" ] } ], @@ -1139,10 +1147,10 @@ "id": "29e1c7ed", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.727554Z", - "iopub.status.busy": "2026-06-19T06:03:19.727330Z", - "iopub.status.idle": "2026-06-19T06:03:19.730500Z", - "shell.execute_reply": "2026-06-19T06:03:19.729613Z" + "iopub.execute_input": "2026-07-08T10:12:43.005258Z", + "iopub.status.busy": "2026-07-08T10:12:43.005106Z", + "iopub.status.idle": "2026-07-08T10:12:43.008031Z", + "shell.execute_reply": "2026-07-08T10:12:43.007295Z" } }, "outputs": [ @@ -1174,10 +1182,10 @@ "id": "f20fbb6b", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.731996Z", - "iopub.status.busy": "2026-06-19T06:03:19.731864Z", - "iopub.status.idle": "2026-06-19T06:03:19.735184Z", - "shell.execute_reply": "2026-06-19T06:03:19.734206Z" + "iopub.execute_input": "2026-07-08T10:12:43.010230Z", + "iopub.status.busy": "2026-07-08T10:12:43.010030Z", + "iopub.status.idle": "2026-07-08T10:12:43.013339Z", + "shell.execute_reply": "2026-07-08T10:12:43.012515Z" } }, "outputs": [ @@ -1185,7 +1193,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "id(a) = 123803440645584\n", + "id(a) = 132746782329776\n", "(id(a) == id_of_a) = False\n" ] } @@ -1221,10 +1229,10 @@ "id": "00821ab9", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.736817Z", - "iopub.status.busy": "2026-06-19T06:03:19.736628Z", - "iopub.status.idle": "2026-06-19T06:03:19.758107Z", - "shell.execute_reply": "2026-06-19T06:03:19.757108Z" + "iopub.execute_input": "2026-07-08T10:12:43.016033Z", + "iopub.status.busy": "2026-07-08T10:12:43.015795Z", + "iopub.status.idle": "2026-07-08T10:12:43.050182Z", + "shell.execute_reply": "2026-07-08T10:12:43.049208Z" } }, "outputs": [], @@ -1238,10 +1246,10 @@ "id": "3c751c58", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.759943Z", - "iopub.status.busy": "2026-06-19T06:03:19.759792Z", - "iopub.status.idle": "2026-06-19T06:03:19.763700Z", - "shell.execute_reply": "2026-06-19T06:03:19.762502Z" + "iopub.execute_input": "2026-07-08T10:12:43.052436Z", + "iopub.status.busy": "2026-07-08T10:12:43.052210Z", + "iopub.status.idle": "2026-07-08T10:12:43.054845Z", + "shell.execute_reply": "2026-07-08T10:12:43.054068Z" } }, "outputs": [], @@ -1282,10 +1290,10 @@ "id": "87ed7018", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.765598Z", - "iopub.status.busy": "2026-06-19T06:03:19.765440Z", - "iopub.status.idle": "2026-06-19T06:03:19.814291Z", - "shell.execute_reply": "2026-06-19T06:03:19.813590Z" + "iopub.execute_input": "2026-07-08T10:12:43.056762Z", + "iopub.status.busy": "2026-07-08T10:12:43.056540Z", + "iopub.status.idle": "2026-07-08T10:12:43.129830Z", + "shell.execute_reply": "2026-07-08T10:12:43.128858Z" } }, "outputs": [], @@ -1309,10 +1317,10 @@ "id": "bbadb60b", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.816607Z", - "iopub.status.busy": "2026-06-19T06:03:19.816448Z", - "iopub.status.idle": "2026-06-19T06:03:19.846669Z", - "shell.execute_reply": "2026-06-19T06:03:19.845720Z" + "iopub.execute_input": "2026-07-08T10:12:43.131674Z", + "iopub.status.busy": "2026-07-08T10:12:43.131518Z", + "iopub.status.idle": "2026-07-08T10:12:43.178980Z", + "shell.execute_reply": "2026-07-08T10:12:43.177820Z" } }, "outputs": [], @@ -1336,10 +1344,10 @@ "id": "4517b203", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.848600Z", - "iopub.status.busy": "2026-06-19T06:03:19.848382Z", - "iopub.status.idle": "2026-06-19T06:03:19.887335Z", - "shell.execute_reply": "2026-06-19T06:03:19.886491Z" + "iopub.execute_input": "2026-07-08T10:12:43.180845Z", + "iopub.status.busy": "2026-07-08T10:12:43.180671Z", + "iopub.status.idle": "2026-07-08T10:12:43.234190Z", + "shell.execute_reply": "2026-07-08T10:12:43.233328Z" } }, "outputs": [], @@ -1355,10 +1363,10 @@ "id": "dcb6f8f8", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.889004Z", - "iopub.status.busy": "2026-06-19T06:03:19.888858Z", - "iopub.status.idle": "2026-06-19T06:03:19.892164Z", - "shell.execute_reply": "2026-06-19T06:03:19.891400Z" + "iopub.execute_input": "2026-07-08T10:12:43.236239Z", + "iopub.status.busy": "2026-07-08T10:12:43.236001Z", + "iopub.status.idle": "2026-07-08T10:12:43.241225Z", + "shell.execute_reply": "2026-07-08T10:12:43.240163Z" } }, "outputs": [], @@ -1402,10 +1410,10 @@ "id": "48eea0fa", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.893733Z", - "iopub.status.busy": "2026-06-19T06:03:19.893599Z", - "iopub.status.idle": "2026-06-19T06:03:19.916483Z", - "shell.execute_reply": "2026-06-19T06:03:19.915640Z" + "iopub.execute_input": "2026-07-08T10:12:43.243296Z", + "iopub.status.busy": "2026-07-08T10:12:43.242920Z", + "iopub.status.idle": "2026-07-08T10:12:43.275238Z", + "shell.execute_reply": "2026-07-08T10:12:43.274202Z" }, "scrolled": true }, @@ -1422,10 +1430,10 @@ "id": "122eafc4", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.918230Z", - "iopub.status.busy": "2026-06-19T06:03:19.918078Z", - "iopub.status.idle": "2026-06-19T06:03:19.940098Z", - "shell.execute_reply": "2026-06-19T06:03:19.939190Z" + "iopub.execute_input": "2026-07-08T10:12:43.277763Z", + "iopub.status.busy": "2026-07-08T10:12:43.277540Z", + "iopub.status.idle": "2026-07-08T10:12:43.311469Z", + "shell.execute_reply": "2026-07-08T10:12:43.310493Z" } }, "outputs": [], @@ -1441,10 +1449,10 @@ "id": "1ff5afc4", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:19.941886Z", - "iopub.status.busy": "2026-06-19T06:03:19.941738Z", - "iopub.status.idle": "2026-06-19T06:03:20.080039Z", - "shell.execute_reply": "2026-06-19T06:03:20.079088Z" + "iopub.execute_input": "2026-07-08T10:12:43.313350Z", + "iopub.status.busy": "2026-07-08T10:12:43.313188Z", + "iopub.status.idle": "2026-07-08T10:12:43.682922Z", + "shell.execute_reply": "2026-07-08T10:12:43.682022Z" } }, "outputs": [], @@ -1460,10 +1468,10 @@ "id": "e1625cd0", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:20.082084Z", - "iopub.status.busy": "2026-06-19T06:03:20.081934Z", - "iopub.status.idle": "2026-06-19T06:03:20.104054Z", - "shell.execute_reply": "2026-06-19T06:03:20.103283Z" + "iopub.execute_input": "2026-07-08T10:12:43.685453Z", + "iopub.status.busy": "2026-07-08T10:12:43.685214Z", + "iopub.status.idle": "2026-07-08T10:12:43.717560Z", + "shell.execute_reply": "2026-07-08T10:12:43.716550Z" } }, "outputs": [], @@ -1479,10 +1487,10 @@ "id": "8a46a43c", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:20.105901Z", - "iopub.status.busy": "2026-06-19T06:03:20.105758Z", - "iopub.status.idle": "2026-06-19T06:03:20.126584Z", - "shell.execute_reply": "2026-06-19T06:03:20.125753Z" + "iopub.execute_input": "2026-07-08T10:12:43.719275Z", + "iopub.status.busy": "2026-07-08T10:12:43.719109Z", + "iopub.status.idle": "2026-07-08T10:12:43.756100Z", + "shell.execute_reply": "2026-07-08T10:12:43.754821Z" } }, "outputs": [], @@ -1514,10 +1522,10 @@ "id": "2f81a257", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:20.128432Z", - "iopub.status.busy": "2026-06-19T06:03:20.128288Z", - "iopub.status.idle": "2026-06-19T06:03:20.131402Z", - "shell.execute_reply": "2026-06-19T06:03:20.130389Z" + "iopub.execute_input": "2026-07-08T10:12:43.759095Z", + "iopub.status.busy": "2026-07-08T10:12:43.758877Z", + "iopub.status.idle": "2026-07-08T10:12:43.762722Z", + "shell.execute_reply": "2026-07-08T10:12:43.761787Z" } }, "outputs": [], @@ -1533,10 +1541,10 @@ "id": "19611ce1", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:20.133100Z", - "iopub.status.busy": "2026-06-19T06:03:20.132962Z", - "iopub.status.idle": "2026-06-19T06:03:20.136290Z", - "shell.execute_reply": "2026-06-19T06:03:20.135499Z" + "iopub.execute_input": "2026-07-08T10:12:43.764460Z", + "iopub.status.busy": "2026-07-08T10:12:43.764298Z", + "iopub.status.idle": "2026-07-08T10:12:43.767868Z", + "shell.execute_reply": "2026-07-08T10:12:43.767027Z" } }, "outputs": [ @@ -1561,10 +1569,10 @@ "id": "c7911157", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:20.137970Z", - "iopub.status.busy": "2026-06-19T06:03:20.137837Z", - "iopub.status.idle": "2026-06-19T06:03:20.205716Z", - "shell.execute_reply": "2026-06-19T06:03:20.204929Z" + "iopub.execute_input": "2026-07-08T10:12:43.769816Z", + "iopub.status.busy": "2026-07-08T10:12:43.769549Z", + "iopub.status.idle": "2026-07-08T10:12:43.884547Z", + "shell.execute_reply": "2026-07-08T10:12:43.883491Z" } }, "outputs": [ @@ -1605,10 +1613,10 @@ "id": "d861440c", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:20.207386Z", - "iopub.status.busy": "2026-06-19T06:03:20.207246Z", - "iopub.status.idle": "2026-06-19T06:03:20.210672Z", - "shell.execute_reply": "2026-06-19T06:03:20.209983Z" + "iopub.execute_input": "2026-07-08T10:12:43.886566Z", + "iopub.status.busy": "2026-07-08T10:12:43.886389Z", + "iopub.status.idle": "2026-07-08T10:12:43.892559Z", + "shell.execute_reply": "2026-07-08T10:12:43.891637Z" } }, "outputs": [], @@ -1622,10 +1630,10 @@ "id": "247f081b", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:20.212325Z", - "iopub.status.busy": "2026-06-19T06:03:20.212189Z", - "iopub.status.idle": "2026-06-19T06:03:20.215390Z", - "shell.execute_reply": "2026-06-19T06:03:20.214617Z" + "iopub.execute_input": "2026-07-08T10:12:43.894240Z", + "iopub.status.busy": "2026-07-08T10:12:43.894079Z", + "iopub.status.idle": "2026-07-08T10:12:43.897775Z", + "shell.execute_reply": "2026-07-08T10:12:43.896916Z" } }, "outputs": [ @@ -1650,10 +1658,10 @@ "id": "9ae0ce26", "metadata": { "execution": { - "iopub.execute_input": "2026-06-19T06:03:20.216974Z", - "iopub.status.busy": "2026-06-19T06:03:20.216840Z", - "iopub.status.idle": "2026-06-19T06:03:20.220512Z", - "shell.execute_reply": "2026-06-19T06:03:20.219711Z" + "iopub.execute_input": "2026-07-08T10:12:43.899120Z", + "iopub.status.busy": "2026-07-08T10:12:43.898977Z", + "iopub.status.idle": "2026-07-08T10:12:43.904221Z", + "shell.execute_reply": "2026-07-08T10:12:43.903311Z" } }, "outputs": [ diff --git a/docs/tutorial_simulation/monitor_per_multiple_steps.ipynb b/docs/tutorial_simulation/monitor_per_multiple_steps.ipynb index c8bb9ab66..09472b521 100644 --- a/docs/tutorial_simulation/monitor_per_multiple_steps.ipynb +++ b/docs/tutorial_simulation/monitor_per_multiple_steps.ipynb @@ -27,21 +27,35 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "f7c8ecc962d28987", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:44.673474Z", "start_time": "2025-10-06T04:03:40.385112Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:54.526069Z", + "iopub.status.busy": "2026-07-08T14:18:54.525807Z", + "iopub.status.idle": "2026-07-08T14:18:58.547810Z", + "shell.execute_reply": "2026-07-08T14:18:58.546904Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy .math as bm\n", "import numpy as np" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "markdown", @@ -55,14 +69,22 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "5d47f5793d83aa79", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:44.684925Z", "start_time": "2025-10-06T04:03:44.678164Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:58.549670Z", + "iopub.status.busy": "2026-07-08T14:18:58.549421Z", + "iopub.status.idle": "2026-07-08T14:18:58.554281Z", + "shell.execute_reply": "2026-07-08T14:18:58.553392Z" } }, + "outputs": [], "source": [ "class EINet(bp.DynSysGroup):\n", " def __init__(self):\n", @@ -91,9 +113,7 @@ " bp.share.save(i=i, t=bm.get_dt() * i)\n", " self.update(inp)\n", " return self.N.spike.value" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -107,19 +127,25 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "fe86375df801c02c", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:44.692172Z", "start_time": "2025-10-06T04:03:44.688084Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:58.555868Z", + "iopub.status.busy": "2026-07-08T14:18:58.555723Z", + "iopub.status.idle": "2026-07-08T14:18:58.558205Z", + "shell.execute_reply": "2026-07-08T14:18:58.557411Z" } }, + "outputs": [], "source": [ "n_step_per_monitor = 10" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -143,20 +169,26 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "532ef05c0800e28e", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:03:44.698764Z", "start_time": "2025-10-06T04:03:44.694228Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:58.559636Z", + "iopub.status.busy": "2026-07-08T14:18:58.559500Z", + "iopub.status.idle": "2026-07-08T14:18:58.562467Z", + "shell.execute_reply": "2026-07-08T14:18:58.561654Z" } }, + "outputs": [], "source": [ "indices = np.arange(10000).reshape(-1, n_step_per_monitor)\n", "inputs = np.ones(indices.shape) * 20." - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -194,36 +226,35 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "cf4823228857ccc4", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:04:15.735706Z", "start_time": "2025-10-06T04:03:44.703488Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:18:58.563844Z", + "iopub.status.busy": "2026-07-08T14:18:58.563708Z", + "iopub.status.idle": "2026-07-08T14:19:01.567341Z", + "shell.execute_reply": "2026-07-08T14:19:01.566480Z" } }, - "source": [ - "model = EINet()\n", - "spks = bm.for_loop(model.run, (indices, inputs), progress_bar=True)\n", - "spks.shape" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 6, @@ -286,7 +322,9 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "bp.visualize.raster_plot(indices[:, 0], spks, show=True)" + ] }, { "cell_type": "markdown", @@ -323,16 +361,24 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "b12e4242e3c70151", "metadata": { + "ExecuteTime": { + "start_time": "2025-10-06T04:04:18.127272Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:19:01.652090Z", + "iopub.status.busy": "2026-07-08T14:19:01.651943Z", + "iopub.status.idle": "2026-07-08T14:19:05.244134Z", + "shell.execute_reply": "2026-07-08T14:19:05.243276Z" + }, "jupyter": { "is_executing": true - }, - "ExecuteTime": { - "start_time": "2025-10-06T04:04:18.127272Z" } }, + "outputs": [], "source": [ "indices = np.arange(10000)\n", "inputs = np.ones(indices.shape) * 20.\n", @@ -352,9 +398,7 @@ " \n", "spks = bm.as_numpy(spks)\n", "mems = bm.as_numpy(mems)" - ], - "outputs": [], - "execution_count": null + ] }, { "cell_type": "code", @@ -365,18 +409,34 @@ "end_time": "2023-10-18T09:53:36.168647100Z", "start_time": "2023-10-18T09:53:35.965885100Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:19:05.246525Z", + "iopub.status.busy": "2026-07-08T14:19:05.246379Z", + "iopub.status.idle": "2026-07-08T14:19:05.420432Z", + "shell.execute_reply": "2026-07-08T14:19:05.419560Z" + } }, "outputs": [ { "data": { - "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ @@ -385,25 +445,41 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 9, "id": "ff46703c21203ac7", "metadata": { "ExecuteTime": { "end_time": "2023-10-18T09:55:18.559670500Z", "start_time": "2023-10-18T09:55:18.480275900Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:19:05.422338Z", + "iopub.status.busy": "2026-07-08T14:19:05.422196Z", + "iopub.status.idle": "2026-07-08T14:19:05.469959Z", + "shell.execute_reply": "2026-07-08T14:19:05.469165Z" + } }, "outputs": [ { "data": { - "image/png": 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", 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", 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"_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + } + }, + "version_major": 2, + "version_minor": 0 + } } }, "nbformat": 4, diff --git a/docs/tutorial_simulation/parallel_for_parameter_exploration.ipynb b/docs/tutorial_simulation/parallel_for_parameter_exploration.ipynb index e6b5abd4a..e26c846e5 100644 --- a/docs/tutorial_simulation/parallel_for_parameter_exploration.ipynb +++ b/docs/tutorial_simulation/parallel_for_parameter_exploration.ipynb @@ -37,39 +37,66 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:04:30.500649Z", "start_time": "2025-10-06T04:04:26.277642Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T15:11:04.296114Z", + "iopub.status.busy": "2026-07-08T15:11:04.295984Z", + "iopub.status.idle": "2026-07-08T15:11:08.510449Z", + "shell.execute_reply": "2026-07-08T15:11:08.509310Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ + "# The multi-device ``jax_parallelize_map`` (``jax.pmap``) example near the end of this\n", + "# notebook needs several devices. On a single CPU we ask XLA to expose 10 *virtual*\n", + "# host devices. This has to happen BEFORE JAX initialises its backend -- importing\n", + "# brainpy already locks in the device count -- so we set the XLA flag first, then import.\n", + "# (``bp.math.set_host_device_count(10)`` sets the very same flag, but only has an effect\n", + "# when called before the first brainpy/JAX import.)\n", + "import os\n", + "os.environ['XLA_FLAGS'] = '--xla_force_host_platform_device_count=10'\n", + "\n", "import brainpy as bp\n", "import brainpy .math as bm\n", "import numpy as np\n", "\n", "# bm.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "code", + "execution_count": 2, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:04:30.513619Z", "start_time": "2025-10-06T04:04:30.506392Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T15:11:08.512239Z", + "iopub.status.busy": "2026-07-08T15:11:08.511992Z", + "iopub.status.idle": "2026-07-08T15:11:08.518038Z", + "shell.execute_reply": "2026-07-08T15:11:08.516246Z" } }, - "source": [ - "bp.__version__" - ], "outputs": [ { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 2, @@ -77,7 +104,9 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -141,13 +170,21 @@ }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:04:30.535340Z", "start_time": "2025-10-06T04:04:30.531782Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T15:11:08.520495Z", + "iopub.status.busy": "2026-07-08T15:11:08.520310Z", + "iopub.status.idle": "2026-07-08T15:11:08.523527Z", + "shell.execute_reply": "2026-07-08T15:11:08.522629Z" } }, + "outputs": [], "source": [ "def hh_spike_num(bg_current): # \"input\" is the bg_current\n", " import brainpy as bp # needed to reimport packages when\n", @@ -156,9 +193,7 @@ " runner = bp.DSRunner(model, monitors=['spike'], inputs=['input', bg_current])\n", " runner.run(1000.)\n", " return runner.mon['spike'].sum() # \"output\" is the spike number" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -171,18 +206,24 @@ }, { "cell_type": "code", + "execution_count": 4, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:04:30.585113Z", "start_time": "2025-10-06T04:04:30.550559Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T15:11:08.525147Z", + "iopub.status.busy": "2026-07-08T15:11:08.525009Z", + "iopub.status.idle": "2026-07-08T15:11:08.557609Z", + "shell.execute_reply": "2026-07-08T15:11:08.556539Z" } }, + "outputs": [], "source": [ "current = bm.linspace(1, 10.1, 10) # here only one parameter" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -195,34 +236,118 @@ }, { "cell_type": "code", + "execution_count": 5, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:04:31.528718Z", "start_time": "2025-10-06T04:04:30.591995Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T15:11:08.559388Z", + "iopub.status.busy": "2026-07-08T15:11:08.559220Z", + "iopub.status.idle": "2026-07-08T15:11:16.876033Z", + "shell.execute_reply": "2026-07-08T15:11:16.875263Z" } }, - "source": [ - "r = bp.running.cpu_ordered_parallel(hh_spike_num, [current], num_process=10)\n", - "\n", - "r" - ], "outputs": [ { - "ename": "NotImplementedError", - "evalue": "Multiprocessing is not available in Python >=3.11 on Windows. Please use Linux or MacOS, or Windows with Python <= 3.10.", - "output_type": "error", - "traceback": [ - "\u001B[31m---------------------------------------------------------------------------\u001B[39m", - "\u001B[31mNotImplementedError\u001B[39m Traceback (most recent call last)", - "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[5]\u001B[39m\u001B[32m, line 1\u001B[39m\n\u001B[32m----> \u001B[39m\u001B[32m1\u001B[39m r = bp.running.cpu_ordered_parallel(hh_spike_num, [current], num_process=\u001B[32m10\u001B[39m)\n\u001B[32m 3\u001B[39m r\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\BrainPy\\brainpy\\version2\\running\\pathos_multiprocessing.py:177\u001B[39m, in \u001B[36mcpu_ordered_parallel\u001B[39m\u001B[34m(func, arguments, num_process, num_task, **tqdm_kwargs)\u001B[39m\n\u001B[32m 129\u001B[39m \u001B[38;5;250m\u001B[39m\u001B[33;03m\"\"\"Performs a parallel ordered map with a progress bar.\u001B[39;00m\n\u001B[32m 130\u001B[39m \n\u001B[32m 131\u001B[39m \u001B[33;03mExamples::\u001B[39;00m\n\u001B[32m (...)\u001B[39m\u001B[32m 169\u001B[39m \u001B[33;03m A list which will apply the function to each element of the given tasks.\u001B[39;00m\n\u001B[32m 170\u001B[39m \u001B[33;03m\"\"\"\u001B[39;00m\n\u001B[32m 171\u001B[39m generator = _parallel(\u001B[38;5;28;01mTrue\u001B[39;00m,\n\u001B[32m 172\u001B[39m func,\n\u001B[32m 173\u001B[39m arguments,\n\u001B[32m 174\u001B[39m num_process=num_process,\n\u001B[32m 175\u001B[39m num_task=num_task,\n\u001B[32m 176\u001B[39m **tqdm_kwargs)\n\u001B[32m--> \u001B[39m\u001B[32m177\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mlist\u001B[39m(generator)\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\BrainPy\\brainpy\\version2\\running\\pathos_multiprocessing.py:71\u001B[39m, in \u001B[36m_parallel\u001B[39m\u001B[34m(ordered, function, arguments, num_process, num_task, **tqdm_kwargs)\u001B[39m\n\u001B[32m 45\u001B[39m \u001B[38;5;250m\u001B[39m\u001B[33;03m\"\"\"Perform a parallel map with a progress bar.\u001B[39;00m\n\u001B[32m 46\u001B[39m \n\u001B[32m 47\u001B[39m \u001B[33;03mParameters::\u001B[39;00m\n\u001B[32m (...)\u001B[39m\u001B[32m 68\u001B[39m \u001B[33;03m in parallel in order with a progress bar.\u001B[39;00m\n\u001B[32m 69\u001B[39m \u001B[33;03m\"\"\"\u001B[39;00m\n\u001B[32m 70\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m sys.platform == \u001B[33m'\u001B[39m\u001B[33mwin32\u001B[39m\u001B[33m'\u001B[39m \u001B[38;5;129;01mand\u001B[39;00m sys.version_info.minor >= \u001B[32m11\u001B[39m:\n\u001B[32m---> \u001B[39m\u001B[32m71\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mNotImplementedError\u001B[39;00m(\u001B[33m'\u001B[39m\u001B[33mMultiprocessing is not available in Python >=3.11 on Windows. \u001B[39m\u001B[33m'\u001B[39m\n\u001B[32m 72\u001B[39m \u001B[33m'\u001B[39m\u001B[33mPlease use Linux or MacOS, or Windows with Python <= 3.10.\u001B[39m\u001B[33m'\u001B[39m)\n\u001B[32m 74\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m ProcessPool \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m \u001B[38;5;129;01mor\u001B[39;00m cpu_count \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[32m 75\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m PackageMissingError(\n\u001B[32m 76\u001B[39m \u001B[38;5;250m \u001B[39m\u001B[33;03m'''\u001B[39;00m\n\u001B[32m 77\u001B[39m \u001B[33;03m Please install \"pathos\" package first. \u001B[39;00m\n\u001B[32m (...)\u001B[39m\u001B[32m 80\u001B[39m \u001B[33;03m '''\u001B[39;00m\n\u001B[32m 81\u001B[39m )\n", - "\u001B[31mNotImplementedError\u001B[39m: Multiprocessing is not available in Python >=3.11 on Windows. Please use Linux or MacOS, or Windows with Python <= 3.10." + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "81ee7306444f4034a832ae3344d54384", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/10 [00:00" + "" ] }, "execution_count": 4, @@ -274,19 +292,27 @@ }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 4 + "source": [ + "# instantiate EINet\n", + "net = EINet()\n", + "# initialize DSRunner\n", + "runner = bp.DSRunner(target=net,\n", + " monitors=['E.spike'],\n", + " inputs=[('E.input', 20.), ('I.input', 20.)],\n", + " jit=True)\n", + "# run the simulation\n", + "runner.run(duration=1000.)\n", + "bp.visualize.raster_plot(runner.mon.ts, runner.mon['E.spike'])" + ] }, { "cell_type": "markdown", @@ -326,22 +352,28 @@ }, { "cell_type": "code", + "execution_count": 5, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:04:55.687184Z", "start_time": "2025-10-06T04:04:55.682973Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:19:22.254141Z", + "iopub.status.busy": "2026-07-08T14:19:22.254006Z", + "iopub.status.idle": "2026-07-08T14:19:22.262122Z", + "shell.execute_reply": "2026-07-08T14:19:22.261075Z" } }, + "outputs": [], "source": [ "# initialize monitor through a list of strings\n", "runner1 = bp.DSRunner(target=net,\n", " monitors=['E.spike', 'E.V', 'I.spike', 'I.V'], # 4 elements in monitors\n", " inputs=[('E.input', 20.), ('I.input', 20.)],\n", " jit=True)" - ], - "outputs": [], - "execution_count": 5 + ] }, { "cell_type": "markdown", @@ -354,22 +386,26 @@ }, { "cell_type": "code", + "execution_count": 6, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:04:55.731489Z", "start_time": "2025-10-06T04:04:55.725829Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:19:22.264017Z", + "iopub.status.busy": "2026-07-08T14:19:22.263868Z", + "iopub.status.idle": "2026-07-08T14:19:22.267499Z", + "shell.execute_reply": "2026-07-08T14:19:22.266691Z" } }, - "source": [ - "net.E.V, net.E.spike" - ], "outputs": [ { "data": { "text/plain": [ "(Variable(\n", - " value=ShapedArray(float32[3200]),\n", + " value=ShapedArray(float32[3200], weak_type=True),\n", " _batch_axis=None,\n", " axis_names=None\n", " ),\n", @@ -385,7 +421,9 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "net.E.V, net.E.spike" + ] }, { "cell_type": "markdown", @@ -398,52 +436,49 @@ }, { "cell_type": "code", + "execution_count": 7, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:04:57.154298Z", "start_time": "2025-10-06T04:04:55.757774Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:19:22.268828Z", + "iopub.status.busy": "2026-07-08T14:19:22.268695Z", + "iopub.status.idle": "2026-07-08T14:19:22.874960Z", + "shell.execute_reply": "2026-07-08T14:19:22.874274Z" } }, - "source": [ - "runner1.run(100.)\n", - "bp.visualize.raster_plot(runner1.mon.ts, runner1.mon['E.spike'], show=True)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 7, @@ -451,7 +486,10 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "runner1.run(100.)\n", + "bp.visualize.raster_plot(runner1.mon.ts, runner1.mon['E.spike'], show=True)" + ] }, { "cell_type": "markdown", @@ -473,41 +511,34 @@ }, { "cell_type": "code", + "execution_count": 8, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:04:58.416742Z", "start_time": "2025-10-06T04:04:57.192379Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:19:22.876760Z", + "iopub.status.busy": "2026-07-08T14:19:22.876621Z", + "iopub.status.idle": "2026-07-08T14:19:23.440790Z", + "shell.execute_reply": "2026-07-08T14:19:23.440067Z" } }, - "source": [ - "# initialize monitor through a list of strings with index specification\n", - "runner2 = bp.DSRunner(target=net,\n", - " monitors=[('E.spike', [1, 2, 3]), # monitor values of Variable at index of [1, 2, 3]\n", - " 'E.V'], # monitor all values of Variable 'V'\n", - " inputs=[('E.input', 20.), ('I.input', 20.)],\n", - " jit=True)\n", - "runner2.run(100.)\n", - "print('The monitor shape of \"E.V\" is (run length, variable size) = {}'.format(runner2.mon['E.V'].shape))\n", - "print('The monitor shape of \"E.spike\" is (run length, index size) = {}'.format(runner2.mon['E.spike'].shape))" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" + "" ] }, "execution_count": 11, @@ -721,19 +764,23 @@ }, { "data": { + "image/png": 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ZdXW13njjDZ04cUIpKSnasmWLKisrlZqa6mjTs2dPXXTRRSooKJAkFRQUKCkpSbGxsY42aWlpstvtjl6mgoICp23UtqndRn0qKipkt9udXgACU23BdV5enq9DAeDHfF5UvW3bNqWkpOj06dOKiorSO++8o169eqmoqEgRERFq27atU/vY2FjZbDZJks1mc0qGatfXrjtXG7vdrlOnTikyMrJOTLNmzdIjjzziqUME4EMUXANwhc97iHr06KGioiJt3LhRkyZN0ujRo7Vz506fxpSbm6vy8nLH68CBAz6NB0DDUXAdmJhbCk3N5wlRRESEEhMTdfnll2vWrFnq16+fnnnmGcXFxenMmTMqKytzal9aWqq4uDhJUlxcXJ27zmrfn6+N1Wqtt3dIkiwWi+POt9oXgNDBxdj3GOpEU/N5QvRTNTU1qqio0OWXX64WLVpo1apVjnW7d+9WSUmJUlJSJEkpKSnatm2bDh8+7GiTn58vq9WqXr16Odr8eBu1bWq3AQA/xcXY93JycpSRkcFQJ5qMT2uIcnNzNWzYMF100UU6duyYXnvtNa1du1YrV65UdHS0xo0bp2nTpql9+/ayWq2aMmWKUlJSdMUVV0iShgwZol69emnkyJGaM2eObDabHnjgAWVnZ8tisUiSJk6cqOeee0733nuvxo4dq9WrV2vhwoVatmyZLw8dgB+j7sj3aoc6gSbTBHe9ndXYsWNNly5dTEREhOnUqZMZPHiw+eCDDxzrT506ZX7/+9+bdu3amVatWplf//rX5tChQ07b+Prrr82wYcNMZGSk6dixo7nnnntMZWWlU5s1a9aY/v37m4iICNOtWzfzyiuvuBUnt90DABB43Ll+87R7F/C0ewDwvMLCQuXl5SknJ4eid3iFO9dvn992DwAITTyUF/6EhAgA4BPUasGfMGTmAobMAAAIPO5cv/3utnsAAICmRkIEAAhqTLQJV1BDBAAIahRvwxUkRACAoEbxNlxBUbULKKoGACDwUFQNAADgBhIiAGgkinaBwEcNEQA0EkW7QOCjhwhAQPHH3picnBxlZGRQtIuA4I//hvwBPUQAAoo/9sYkJyf7TSzA+fjjvyF/QEIE+BGe/n1+3EINNA7/hurHbfcu4LZ7NJWsrCwtXLhQGRkZfHMDgEbitnsgQFGLAn8RqHUmgRo3fI8hM8CPUIsCfxGodSaBGjd8j4QIAFBHoNaZBGrc8D2GzAAgADE0VL/aXlZuSoC7SIgAIADVDg3l5eUF5PZDEUmsf2PIDAACkLeHhoJp6MlfprOgvsm/cdu9C7jtHgACl79MZ+EviVkocef6TQ8RACCo+UtvF3eR+jdqiAAAfsMbdTYUWsMVJEQA4AUU0DYMxdzwFRIiAF4VqokBF/aGYbZ2+Ao1RAC8KlTvrPGXupVAQ50NfIWECIBXhWpiwIUdCCwMmQFoEFeHwihoBRAI6CEC0CChOhQGIDiREAFokFAdCgMQnHw6ZDZr1iz9/Oc/V5s2bRQTE6NbbrlFu3fvdmpz7bXXKiwszOk1ceJEpzYlJSVKT09Xq1atFBMTo+nTp6uqqsqpzdq1azVgwABZLBYlJiZq3rx53j48IKgxFAYgmPg0IVq3bp2ys7P1ySefKD8/X5WVlRoyZIhOnDjh1G7ChAk6dOiQ4zVnzhzHuurqaqWnp+vMmTPasGGD5s+fr3nz5mnmzJmONsXFxUpPT9d1112noqIiTZ06VePHj9fKlSub7FgBAID/8uizzE6ePKlWrVo1+Pe/++47xcTEaN26dRo0aJCkH3qI+vfvr6effrre31m+fLluvPFGHTx4ULGxsZKkuXPnasaMGfruu+8UERGhGTNmaNmyZdq+fbvj90aMGKGysjKtWLHivHHxLDMAAAKPO9dvt3uIBg8erG+//bbO8k2bNql///7ubs5JeXm5JKl9+/ZOyxcsWKCOHTuqT58+ys3N1cmTJx3rCgoKlJSU5EiGJCktLU12u107duxwtElNTXXaZlpamgoKCuqNo6KiQna73ekFAACCl9sJUcuWLdW3b1+9+eabkqSamho9/PDDuvrqq3XDDTc0OJCamhpNnTpVV111lfr06eNYnpmZqX//+99as2aNcnNz9a9//Uu33367Y73NZnNKhiQ53ttstnO2sdvtOnXqVJ1YZs2apejoaMcrISGhwccFAPg/oTpzOfyf23eZLVu2TM8//7zGjh2rJUuW6Ouvv9b+/fu1dOlSDRkypMGBZGdna/v27froo4+clt95552On5OSktS5c2cNHjxY+/btU/fu3Ru8v3PJzc3VtGnTHO/tdjtJEQB4ANM1wF816Lb77OxsffPNN3ryyScVHh6utWvX6sorr2xwEJMnT9bSpUu1fv16XXjhhedsO3DgQEnS3r171b17d8XFxWnTpk1ObUpLSyVJcXFxjj9rl/24jdVqVWRkZJ19WCwWWSyWBh8PAKB+TNcAf+X2kNn333+v4cOH68UXX9Tf/vY3ZWRkaMiQIXrhhRfc3rkxRpMnT9Y777yj1atXq2vXruf9naKiIklS586dJUkpKSnatm2bDh8+7GiTn58vq9WqXr16OdqsWrXKaTv5+flKSUlxO2YACBa+GL5iugb4LeOm+Ph4c9VVV5mvvvrKseyNN94w7du3NzfccINb25o0aZKJjo42a9euNYcOHXK8Tp48aYwxZu/evebRRx81hYWFpri42CxZssR069bNDBo0yLGNqqoq06dPHzNkyBBTVFRkVqxYYTp16mRyc3Mdbb766ivTqlUrM336dLNr1y7z/PPPm+bNm5sVK1a4FGd5ebmRZMrLy906PgDwZ5mZmSY8PNxkZmb6OhTAK9y5frudED366KOmurq6zvIDBw6Y1NRUt7Ylqd7XK6+8YowxpqSkxAwaNMi0b9/eWCwWk5iYaKZPn17nwL7++mszbNgwExkZaTp27GjuueceU1lZ6dRmzZo1pn///iYiIsJ069bNsQ9XkBABCEabN282mZmZZvPmzb4OBfAKd67fjZqH6PTp02rZsmXju6n8HPMQAQD8VWFhofLy8pSTk8NQ5E94dR6impoaPfbYY7rgggsUFRWlr776SpL04IMP6h//+EfDIgYAwA8FwjQBtXfu5eXl+TqUgOZ2QvT4449r3rx5mjNnjiIiIhzL+/Tpo5dfftmjwQEA4EuBkGzk5OQoIyODO/caye2E6NVXX9Xf//53ZWVlqXnz5o7l/fr10xdffOHR4AAgUAVCzwLOLxCSDe7c8wy35yH69ttvlZiYWGd5TU2NKisrPRIUAAQ6JiAMDrXJBoKf2wlRr1699J///EddunRxWv7222/rsssu81hgABDImIAQCCxuJ0QzZ87U6NGj9e2336qmpkaLFi3S7t279eqrr2rp0qXeiBFAgOBul/9DzwIQWNyuIbr55pv13nvv6cMPP1Tr1q01c+ZM7dq1S++9955++ctfeiNGAAEiEApQAaA+DXqW2TXXXKP8/HxPxwIgwDFMBCBQNWpixlDBxIwAAAQed67fLvUQtWvXTmFhYS7t/OjRoy61AwAA8BcuJURPP/204+cjR47o8ccfV1pamuNp8QUFBVq5cqUefPBBrwQJAADgTW4PmQ0fPlzXXXedJk+e7LT8ueee04cffqjFixd7Mj6/wJAZAACBx6vPMlu5cqWGDh1aZ/nQoUP14Ycfurs5AAC8jpnDcT5uJ0QdOnTQkiVL6ixfsmSJOnTo4JGgAADwJKaEwPm4fdv9I488ovHjx2vt2rUaOHCgJGnjxo1asWKFXnrpJY8HCABAYzElBM6nQbfdb9y4Uc8++6x27dolSbr00kt11113ORKkYEMNEQAAgced6zfzELmAhAiAxKNJgEDj8XmIfqqmpkZ79+7V4cOHVVNT47Ru0KBBDdkkAPg9nmAPBC+3E6JPPvlEmZmZ2r9/v37auRQWFqbq6mqPBQcA/oQ6FCB4uX2X2cSJE5WcnKzt27fr6NGj+v777x0vZqkGEMxqn2DPcJlvcQs9vMHtHqI9e/bo7bffVmJiojfiAQDgnBi6hDe43UM0cOBA7d271xuxAABwXjk5OcrIyFBOTo7LvUX0KuF83O4hmjJliu655x7ZbDYlJSWpRYsWTuv79u3rseAAAPip2qFLScrKynKpt4heJZyP2wnR8OHDJUljx451LAsLC5MxhqJqAECTcrXQnYJ4nI/b8xDt37//nOu7dOnSqID8EfMQAQAQeLw6D1EwJjwAEIyYSBJwnUsJ0bvvvqthw4apRYsWevfdd8/Z9le/+pVHAgMANA51M4DrXEqIbrnlFtlsNsXExOiWW245aztqiADAf1A3A7jOpdvua2pqFBMT4/j5bC+SocDHralA8GAiSfgjf73ONOhZZghedLEDALzJX68zJERwQhc7AMCb/PU64/ZM1Z40a9Ys/fznP1ebNm0c9Um7d+92anP69GllZ2erQ4cOioqK0vDhw1VaWurUpqSkROnp6WrVqpViYmI0ffp0VVVVObVZu3atBgwYIIvFosTERM2bN8/bhxeQ6GIHAHiTv15nfJoQrVu3TtnZ2frkk0+Un5+vyspKDRkyRCdOnHC0ycnJ0Xvvvae33npL69at08GDB3Xrrbc61ldXVys9PV1nzpzRhg0bNH/+fM2bN08zZ850tCkuLlZ6erquu+46FRUVaerUqRo/frxWrlzZpMcLAPAv/lrPAh8wfuTw4cNGklm3bp0xxpiysjLTokUL89Zbbzna7Nq1y0gyBQUFxhhj3n//fdOsWTNjs9kcbV588UVjtVpNRUWFMcaYe++91/Tu3dtpX7/73e9MWlqaS3GVl5cbSaa8vLxRxwcA8C+ZmZkmPDzcZGZm+joUeIE71+8G9RDV1NToyy+/1EcffaT169c7vRqjvLxcktS+fXtJ0pYtW1RZWanU1FRHm549e+qiiy5SQUGBJKmgoEBJSUmKjY11tElLS5PdbteOHTscbX68jdo2tdv4qYqKCtntdqcXgLPjWzYC1Y8fFIvQ5nZR9SeffKLMzEzt379f5idP/WjMPEQ1NTWaOnWqrrrqKvXp00eSZLPZFBERobZt2zq1jY2Nlc1mc7T5cTJUu7523bna2O12nTp1SpGRkU7rZs2apUceeaRBxwGEIn+9awQ4nx8/KBahze2EaOLEiUpOTtayZcvUuXNnhYWFeSSQ7Oxsbd++XR999JFHttcYubm5mjZtmuO93W5XQkKCDyMC/Ju/3jUCAK5yOyHas2eP3n77bSUmJnosiMmTJ2vp0qVav369LrzwQsfyuLg4nTlzRmVlZU69RKWlpYqLi3O02bRpk9P2au9C+3Gbn96ZVlpaKqvVWqd3SJIsFossFotHjg0IBXzLBhDo3K4hGjhwoPbu3euRnRtjNHnyZL3zzjtavXq1unbt6rT+8ssvV4sWLbRq1SrHst27d6ukpEQpKSmSpJSUFG3btk2HDx92tMnPz5fValWvXr0cbX68jdo2tdsAAAChze0eoilTpuiee+6RzWZTUlKSWrRo4bS+b9++Lm8rOztbr732mpYsWaI2bdo4an6io6MVGRmp6OhojRs3TtOmTVP79u1ltVo1ZcoUpaSk6IorrpAkDRkyRL169dLIkSM1Z84c2Ww2PfDAA8rOznb08kycOFHPPfec7r33Xo0dO1arV6/WwoULtWzZMncPHwAABCN3b2ELCwur82rWrJnjT3dIqvf1yiuvONqcOnXK/P73vzft2rUzrVq1Mr/+9a/NoUOHnLbz9ddfm2HDhpnIyEjTsWNHc88995jKykqnNmvWrDH9+/c3ERERplu3bk77OB9uuwcA+IvNmzebzMxMs3nzZl+H4vfcuX6HGfOTW8XOY//+/edc36VLlwYlZv7MbrcrOjpa5eXlslqtvg4HABDCsrKytHDhQmVkZFC7dx7uXL/dHjILxoQHQGAqLCxUXl6ecnJy/O4xAIC3cFendzRoYsZ9+/ZpypQpSk1NVWpqqu666y7t27fP07EBwDnVzn+Ul5fn0ziYmBJNyV+fBRbo3E6IVq5cqV69emnTpk3q27ev+vbtq40bN6p3797Kz8/3RowAUC9/mWXYXxIzbyPxQzBzu4bosssuU1pammbPnu20/L777tMHH3ygTz/91KMB+gNqiACcS6gM3VG7gkDjzvXb7YSoZcuW2rZtmy655BKn5V9++aX69u2r06dPux+xnyMhAoDQSfwQPNy5frs9ZNapUycVFRXVWV5UVKSYmBh3NwcAaGINHfqidgXBzO27zCZMmKA777xTX331la688kpJ0scff6wnn3zS6flfAAD/xMN4gbrcTogefPBBtWnTRn/+85+Vm5srSYqPj9fDDz+su+66y+MBAgA8i9u2gbrcqiGqqqrSa6+9prS0NMXGxurYsWOSpDZt2ngtQH9ADREAAIHHazVE4eHhmjhxoqNwuk2bNkGfDAEAgODndlH1L37xC3322WfeiAUAAMAn3K4h+v3vf6977rlH33zzjS6//HK1bt3aab07T7sHAADwB27PQ9SsWd1OpbCwMBljFBYWpurqao8F5y+oIQIAIPB49eGuxcXFDQ4MAAB4HpNmNh5PuwcAIMAxt1TjuZ0Qvfrqq+dcP2rUqAYHAwCNwbdkhCrmlmo8t2uI2rVr5/S+srJSJ0+eVEREhFq1aqWjR496NEB/QA0REBh4+CiAH/NqDdH3339fZ9mePXs0adIkTZ8+3d3NAYDH8C0ZQEO53UN0NoWFhbr99tv1xRdfeGJzfoUeIgAAAo9Xn3Z/NuHh4Tp48KCnNgcA8DOFhYXKyspSYWGhr0MBPM7tIbN3333X6b0xRocOHdJzzz2nq666ymOBAQD8C3cyOaOIP7i4nRDdcsstTu/DwsLUqVMnXX/99frzn//sqbgAAH4mUGq0mipRIUEMLm4nRDU1Nd6IAwDg55KTkwPiwt9UiUqgJIhwjdsJUa0zZ86ouLhY3bt3V3h4gzcDAIBHNVWiEigJIlzjdlH1yZMnNXbsWLVq1Uq9e/dWSUmJJGnKlCmaPXu2xwMEAMAdtYkKdT1wh9sJUW5urrZu3aq1a9eqZcuWjuWpqal68803PRocgPpxtw8AeJbbY12LFy/Wm2++qSuuuEJhYWGO5b1799a+ffs8GhyA+lHMCQCe5XZC9N133ykmJqbO8hMnTjglSAC8h2JOAPAst4fMkpOTtWzZMsf72iTo5ZdfVkpKiuciA3BW1EgAgGe53UP0xBNPaNiwYdq5c6eqqqr0zDPPaOfOndqwYYPWrVvnjRgBAAC8yu0eoquvvlpFRUWqqqpSUlKSPvjgA8XExKigoECXX365N2IEALdQdA7AXQ2aQKh79+566aWXPB0LAHhEUxed8wgHIPB57OGuDbF+/XrddNNNio+PV1hYmBYvXuy0/o477lBYWJjTa+jQoU5tjh49qqysLFmtVrVt21bjxo3T8ePHndps3bpV11xzjVq2bKmEhATNmTPH24cGwIdycnKUkZHRZEXntQlYXl5ek+wPgOe53EPUrFmz895FFhYWpqqqKpd3fuLECfXr109jx47VrbfeWm+boUOH6pVXXnG8t1gsTuuzsrJ06NAh5efnq7KyUmPGjNGdd96p1157TZJkt9s1ZMgQpaamau7cudq2bZvGjh2rtm3b6s4773Q5VgCBo6lnEOauPyDwhRljjCsNlyxZctZ1BQUFevbZZ1VTU6PTp083LJCwML3zzjtOD4+94447VFZWVqfnqNauXbvUq1cvbd682dFNvWLFCt1www365ptvFB8frxdffFH333+/bDabIiIiJEn33XefFi9erC+++KLe7VZUVKiiosLx3m63KyEhQeXl5bJarQ06PgAA0LTsdruio6Ndun67PGR2880313n17NlT8+bN0//+7//qt7/9rXbv3t3o4H9q7dq1iomJUY8ePTRp0iQdOXLEsa6goEBt27Z1GrNPTU1Vs2bNtHHjRkebQYMGOZIhSUpLS9Pu3bv1/fff17vPWbNmKTo62vFKSEjw+HEBcB1F0gC8rUE1RAcPHtSECROUlJSkqqoqFRUVaf78+erSpYtHgxs6dKheffVVrVq1Sk8++aTWrVunYcOGqbq6WpJks9nqTBIZHh6u9u3by2azOdrExsY6tal9X9vmp3Jzc1VeXu54HThwwKPHBcA91OgA8Da37jIrLy/XE088ob/+9a/q37+/Vq1apWuuucZbsWnEiBGOn5OSktS3b191795da9eu1eDBg722X4vFUqdWCYDvUKMDwNtc7iGaM2eOunXrpqVLl+r111/Xhg0bvJoM1adbt27q2LGj9u7dK0mKi4vT4cOHndpUVVXp6NGjiouLc7QpLS11alP7vrYNAAAIbS73EN13332KjIxUYmKi5s+fr/nz59fbbtGiRR4L7qe++eYbHTlyRJ07d5YkpaSkqKysTFu2bHFMCrl69WrV1NRo4MCBjjb333+/Kisr1aJFC0lSfn6+evTooXbt2nktVgCew8NsAXibywnRqFGjPP7w1uPHjzt6eySpuLhYRUVFat++vdq3b69HHnlEw4cPV1xcnPbt26d7771XiYmJSktLkyRdeumlGjp0qCZMmKC5c+eqsrJSkydP1ogRIxQfHy9JyszM1COPPKJx48ZpxowZ2r59u5555hlqEYAAwpBZwzFpJOAi40Nr1qwxkuq8Ro8ebU6ePGmGDBliOnXqZFq0aGG6dOliJkyYYGw2m9M2jhw5Ym677TYTFRVlrFarGTNmjDl27JhTm88//9xcffXVxmKxmAsuuMDMnj3brTjLy8uNJFNeXt7oYwaAppSZmWnCw8NNZmamr0MBmpw712+X5yEKZe7MYwAA/oQeIoQyd67fJEQuICECACDweGViRgAAgGBFQgQAAEIeCREAAPApf3g8DwkRAK/zh//sAPgvf3g8j1uP7gCAhmBiRQDn4g9zjZEQAfA6f/jPDoD/Sk5O9vmXJYbMAHhd7X92zIMDf8NwLmqREAEAApInkhl/qF2pRXLmWyREAICA5IlkJicnRxkZGX4xnOsvyVmoJmbUEAEAApInatP8oXallr/U2oXqTRA8usMFPLoDABAqgun5dzy6AwBQr1AdDoHrQvUmCIbMACCEhOpwCHA+JEQAEEL8pU4F8DcMmQEBhiEPNEaoDocA50MPERBgGPIAAM+jhwgIMP40bwrQlOgdhTfRQwQEGH+aNwVoSvSOwptIiAAAAYGCcHgTEzO6gIkZAQAIPEzMCAAA4AYSIgAAEPJIiADgLLirCQgdFFUDwFlwVxMQOughAoCzYM4n76H3Df6GhAiAVwXyhY/HXHhPbe9bXl6er0MBJDFkBsDLGHZCfZhTCP6GhAiAV3HhQ32YcR3+hokZXcDEjAAABB4mZoTXBHI9CAAAZ+PThGj9+vW66aabFB8fr7CwMC1evNhpvTFGM2fOVOfOnRUZGanU1FTt2bPHqc3Ro0eVlZUlq9Wqtm3baty4cTp+/LhTm61bt+qaa65Ry5YtlZCQoDlz5nj70IIWhZAAgGDk04ToxIkT6tevn55//vl618+ZM0fPPvus5s6dq40bN6p169ZKS0vT6dOnHW2ysrK0Y8cO5efna+nSpVq/fr3uvPNOx3q73a4hQ4aoS5cu2rJli5566ik9/PDD+vvf/+714wtG3IYMwFfooYZXGT8hybzzzjuO9zU1NSYuLs489dRTjmVlZWXGYrGY119/3RhjzM6dO40ks3nzZkeb5cuXm7CwMPPtt98aY4x54YUXTLt27UxFRYWjzYwZM0yPHj1cjq28vNxIMuXl5Q09PACAGzZv3mwyMzOd/n/PzMw04eHhJjMz04eReU99x4zGcef67bc1RMXFxbLZbEpNTXUsi46O1sCBA1VQUCBJKigoUNu2bZ3mCElNTVWzZs20ceNGR5tBgwYpIiLC0SYtLU27d+/W999/X+++KyoqZLfbnV4AgKZT3/B8sPdQU5LgW357273NZpMkxcbGOi2PjY11rLPZbIqJiXFaHx4ervbt2zu16dq1a51t1K5r165dnX3PmjVLjzzyiGcOBADgtvqmawj2W/WZosK3/DYh8qXc3FxNmzbN8d5utyshIcGHEQFAaAn25Kc+oXjM/sRvh8zi4uIkSaWlpU7LS0tLHevi4uJ0+PBhp/VVVVU6evSoU5v6tvHjffyUxWKR1Wp1egEAgODltwlR165dFRcXp1WrVjmW2e12bdy4USkpKZKklJQUlZWVacuWLY42q1evVk1NjQYOHOhos379elVWVjra5Ofnq0ePHvUOlwFAIOIOLKBxfJoQHT9+XEVFRSoqKpL0QyF1UVGRSkpKFBYWpqlTp+rxxx/Xu+++q23btmnUqFGKj4/XLbfcIkm69NJLNXToUE2YMEGbNm3Sxx9/rMmTJ2vEiBGKj4+XJGVmZioiIkLjxo3Tjh079Oabb+qZZ55xGhIDgEBHQS7QSE1w19tZrVmzxkiq8xo9erQx5odb7x988EETGxtrLBaLGTx4sNm9e7fTNo4cOWJuu+02ExUVZaxWqxkzZow5duyYU5vPP//cXH311cZisZgLLrjAzJ492604ue0egL/jlm2gLneu3zzLzAU8ywzwvcLCQuXl5SknJ8dpqg0AOBueZQYg6DAkBHhXqNehcds9gIDAHC2Ad9V+6ZAUkrf/kxABCAjM0QJ4V6h/6aCGyAXUEAEAEHioIQIAAHADCREAAAh5JEQAACDkkRABAICQR0IEAABCHgkRAAAIeSREAAAg5JEQAQCAkEdCBAAAQh4JEQAACHkkRAAAIOSREAEAgJBHQgQAAEIeCREAAH6qsLBQWVlZKiws9HUoQS/c1wEAAID65eXlaeHChZKkBQsW+Dia4EYPERAk+CbpfZxjNLWcnBxlZGQoJyfH16EEPXqIgCDBN0nv4xyjqSUnJ/NZayIkRECQqP0GyTdJ7+EcA8ErzBhjfB2Ev7Pb7YqOjlZ5ebmsVquvwwEAAC5w5/pNDREA+AHqkwDfYsgMAPwA9UmAb5EQAYAfoD4J8C1qiFxADREAAIGHGiIAAAA3kBABAICQR0IEAABCHgkRgKDEbewA3OHXCdHDDz+ssLAwp1fPnj0d60+fPq3s7Gx16NBBUVFRGj58uEpLS522UVJSovT0dLVq1UoxMTGaPn26qqqqmvpQADSx2tvY8/LyfB0K4FEk+97h97fd9+7dWx9++KHjfXj4/4Wck5OjZcuW6a233lJ0dLQmT56sW2+9VR9//LEkqbq6Wunp6YqLi9OGDRt06NAhjRo1Si1atNATTzzR5McCoOlwGzuCFXNWeYffJ0Th4eGKi4urs7y8vFz/+Mc/9Nprr+n666+XJL3yyiu69NJL9cknn+iKK67QBx98oJ07d+rDDz9UbGys+vfvr8cee0wzZszQww8/rIiIiKY+HABNhIdiIliR7HuHXw+ZSdKePXsUHx+vbt26KSsrSyUlJZKkLVu2qLKyUqmpqY62PXv21EUXXaSCggJJUkFBgZKSkhQbG+tok5aWJrvdrh07dpx1nxUVFbLb7U4vAAAk3w9Z1Sb7ycnJPtl/sPLrhGjgwIGaN2+eVqxYoRdffFHFxcW65pprdOzYMdlsNkVERKht27ZOvxMbGyubzSZJstlsTslQ7fradWcza9YsRUdHO14JCQmePTAAQMCiPi04+fWQ2bBhwxw/9+3bVwMHDlSXLl20cOFCRUZGem2/ubm5mjZtmuO93W4nKQKAIFVYWKi8vDzl5OS41OvCkFVw8uuE6Kfatm2rn/3sZ9q7d69++ctf6syZMyorK3PqJSotLXXUHMXFxWnTpk1O26i9C62+uqRaFotFFovF8wcAAPA77hYpU58WnPx6yOynjh8/rn379qlz5866/PLL1aJFC61atcqxfvfu3SopKVFKSookKSUlRdu2bdPhw4cdbfLz82W1WtWrV68mjx8A4H9ycnKUkZFBj0+I8+uHu/7hD3/QTTfdpC5duujgwYN66KGHVFRUpJ07d6pTp06aNGmS3n//fc2bN09Wq1VTpkyRJG3YsEHSD7fd9+/fX/Hx8ZozZ45sNptGjhyp8ePHu3XbPQ93BQAg8ATNw12/+eYb3XbbberRo4cyMjLUoUMHffLJJ+rUqZOkH7o5b7zxRg0fPlyDBg1SXFycFi1a5Pj95s2ba+nSpWrevLlSUlJ0++23a9SoUXr00Ud9dUiAX/D1XTLBgHPY9Lxxzvl7RC2/7iHyF/QQIdhkZWVp4cKFysjIoBaigTiHTc8b55y/x+DmzvU7oIqqAXgGd8k0Huew6XnjnPP3iFr0ELmAHiIAAAJP0NQQAQDgSdQM4WwYMgMAhAwejIqzISECAIQMaoZwNtQQuYAaIgAAAg81RAAAnAO1RPgphswAACGHWiL8FAkRACDkUEuEn2LIDAAQcmqfWJ+cnOzrUNzGcJ93kBABCAlcRBAsaof78vLyfB1KUGHIDEBIoGYEwYLhPu8gIQIQEriIIFjUDvfBs5iHyAXMQwQAQOBhHiIAQL2opWoanOfAw5AZAIQQaqmaBuc58JAQAUAIcbeWqrCwUHl5ecrJyQnIW9R9hZq1wEMNkQuoIQIQqrKysrRw4UJlZGQEXE8HyRyoIQIAeEROTo4yMjICsqeD+XqaVqDXTTFkBgA4q0C+xZthq6YV6HVTJERwQhczgGARyMlcIAr0BJSECE4CPcMHAPhGoCegJERwEugZPgAADcFdZi7gLjMAAAIPd5kB8IlAv8sEQOhiyAyAx1CDBiBQkRAB8Bhq0AAEKobMAHhM7V0mTNkQuBj2RKgiIQIQNLiYNx6zOyNUMWQGIGhQw9R4DHsiVJEQAQgaXMwbL9An1wMaKqSGzJ5//nldfPHFatmypQYOHKhNmzb5OiQAHkQNE4CGCpmE6M0339S0adP00EMP6dNPP1W/fv2Ulpamw4cP+zo0AH6A+iMgtIVMQvSXv/xFEyZM0JgxY9SrVy/NnTtXrVq10j//+U9fhwbAD1BMDIS2kEiIzpw5oy1btig1NdWxrFmzZkpNTVVBQUGd9hUVFbLb7U4vAMEtJydHGRkZ1B95Ab1v/oe/k7pCoqj6v//9r6qrqxUbG+u0PDY2Vl988UWd9rNmzdIjjzzSVOEB8AMUE3sPd//5H/5O6gqJhMhdubm5mjZtmuO93W5XQkKCDyMCgMDF3X/+h7+TukIiIerYsaOaN2+u0tJSp+WlpaWKi4ur095ischisTRVeAAQ1Oh98z/8ndQVEjVEERERuvzyy7Vq1SrHspqaGq1atUopKSk+jAwAAPiDkOghkqRp06Zp9OjRSk5O1i9+8Qs9/fTTOnHihMaMGePr0AAAgI+FTEL0u9/9Tt99951mzpwpm82m/v37a8WKFXUKrQEAQOgJM8YYXwfh7+x2u6Kjo1VeXi6r1errcAAAgAvcuX6HRA0RAADAuZAQAQCAkEdCBAAAQh4JEQAACHkkRAAAIOSREAEAgJBHQgQAAEIeCREAAAh5JEQAACDkhcyjOxqjdjJvu93u40gAAICraq/brjyUg4TIBceOHZMkJSQk+DgSAADgrmPHjik6OvqcbXiWmQtqamp08OBBtWnTRmFhYb4Ox6PsdrsSEhJ04MABntPmIZxTz+Ocehbn0/M4p57niXNqjNGxY8cUHx+vZs3OXSVED5ELmjVrpgsvvNDXYXiV1WrlH7GHcU49j3PqWZxPz+Ocel5jz+n5eoZqUVQNAABCHgkRAAAIeSREIc5iseihhx6SxWLxdShBg3PqeZxTz+J8eh7n1POa+pxSVA0AAEIePUQAACDkkRABAICQR0IEAABCHgkRAAAIeSREIeLiiy9WWFhYnVd2drYk6dprr62zbuLEiT6O2n9VV1frwQcfVNeuXRUZGanu3bvrsccec3pejjFGM2fOVOfOnRUZGanU1FTt2bPHh1H7N1fO6R133FHnczp06FAfRu3fjh07pqlTp6pLly6KjIzUlVdeqc2bNzvW8xl13/nOKZ/Rc1u/fr1uuukmxcfHKywsTIsXL3Za78pn8ujRo8rKypLValXbtm01btw4HT9+vPHBGYSEw4cPm0OHDjle+fn5RpJZs2aNMcaY//mf/zETJkxwalNeXu7boP3Yn/70J9OhQwezdOlSU1xcbN566y0TFRVlnnnmGUeb2bNnm+joaLN48WLz+eefm1/96lema9eu5tSpUz6M3H+5ck5Hjx5thg4d6vQ5PXr0qA+j9m8ZGRmmV69eZt26dWbPnj3moYceMlar1XzzzTfGGD6jDXG+c8pn9Nzef/99c//995tFixYZSeadd95xWu/KZ3Lo0KGmX79+5pNPPjH/+c9/TGJiorntttsaHRsJUYi6++67Tffu3U1NTY0x5oeE6O677/ZtUAEkPT3djB071mnZrbfearKysowxxtTU1Ji4uDjz1FNPOdaXlZUZi8ViXn/99SaNNVCc75wa88PF5uabb27iyALTyZMnTfPmzc3SpUudlg8YMMDcf//9fEYb4Hzn1Bg+o+74aULkymdy586dRpLZvHmzo83y5ctNWFiY+fbbbxsVD0NmIejMmTP697//rbFjxzo9rHbBggXq2LGj+vTpo9zcXJ08edKHUfq3K6+8UqtWrdKXX34pSfr888/10UcfadiwYZKk4uJi2Ww2paamOn4nOjpaAwcOVEFBgU9i9nfnO6e11q5dq5iYGPXo0UOTJk3SkSNHfBGu36uqqlJ1dbVatmzptDwyMlIfffQRn9EGON85rcVntGFc+UwWFBSobdu2Sk5OdrRJTU1Vs2bNtHHjxkbtn4e7hqDFixerrKxMd9xxh2NZZmamunTpovj4eG3dulUzZszQ7t27tWjRIt8F6sfuu+8+2e129ezZU82bN1d1dbX+9Kc/KSsrS5Jks9kkSbGxsU6/Fxsb61gHZ+c7p5I0dOhQ3Xrrreratav27dunP/7xjxo2bJgKCgrUvHlzH0bvf9q0aaOUlBQ99thjuvTSSxUbG6vXX39dBQUFSkxM5DPaAOc7pxKf0cZw5TNps9kUExPjtD48PFzt27dv9OeWhCgE/eMf/9CwYcMUHx/vWHbnnXc6fk5KSlLnzp01ePBg7du3T927d/dFmH5t4cKFWrBggV577TX17t1bRUVFmjp1quLj4zV69GhfhxeQXDmnI0aMcLRPSkpS37591b17d61du1aDBw/2Veh+61//+pfGjh2rCy64QM2bN9eAAQN02223acuWLb4OLWCd75zyGQ1cDJmFmP379+vDDz/U+PHjz9lu4MCBkqS9e/c2RVgBZ/r06brvvvs0YsQIJSUlaeTIkcrJydGsWbMkSXFxcZKk0tJSp98rLS11rIOz853T+nTr1k0dO3bkc3oW3bt317p163T8+HEdOHBAmzZtUmVlpbp168ZntIHOdU7rw2fUda58JuPi4nT48GGn9VVVVTp69GijP7ckRCHmlVdeUUxMjNLT08/ZrqioSJLUuXPnJogq8Jw8eVLNmjn/82nevLlqamokSV27dlVcXJxWrVrlWG+327Vx40alpKQ0aayB4nzntD7ffPONjhw5wuf0PFq3bq3OnTvr+++/18qVK3XzzTfzGW2k+s5pffiMus6Vz2RKSorKysqcejlXr16tmpoaxxf5BmtUSTYCSnV1tbnooovMjBkznJbv3bvXPProo6awsNAUFxebJUuWmG7duplBgwb5KFL/N3r0aHPBBRc4bhFftGiR6dixo7n33nsdbWbPnm3atm1rlixZYrZu3Wpuvvlmbmk+h/Od02PHjpk//OEPpqCgwBQXF5sPP/zQDBgwwFxyySXm9OnTPo7eP61YscIsX77cfPXVV+aDDz4w/fr1MwMHDjRnzpwxxvAZbYhznVM+o+d37Ngx89lnn5nPPvvMSDJ/+ctfzGeffWb2799vjHHtMzl06FBz2WWXmY0bN5qPPvrIXHLJJdx2D/esXLnSSDK7d+92Wl5SUmIGDRpk2rdvbywWi0lMTDTTp09nHqJzsNvt5u677zYXXXSRadmypenWrZu5//77TUVFhaNNTU2NefDBB01sbKyxWCxm8ODBdc49/s/5zunJkyfNkCFDTKdOnUyLFi1Mly5dzIQJE4zNZvNx5P7rzTffNN26dTMREREmLi7OZGdnm7KyMsd6PqPuO9c55TN6fmvWrDGS6rxGjx5tjHHtM3nkyBFz2223maioKGO1Ws2YMWPMsWPHGh1bmDE/mgYWAAAgBFFDBAAAQh4JEQAACHkkRAAAIOSREAEAgJBHQgQAAEIeCREAAAh5JEQAACDkkRABAICQR0IEwG/dcccduuWWW3y2/5EjR+qJJ57w2vZ37typCy+8UCdOnPDaPgC4hpmqAfhEWFjYOdc/9NBDysnJkTFGbdu2bZqgfuTzzz/X9ddfr/379ysqKspr+/nNb36jfv366cEHH/TaPgCcHwkRAJ+w2WyOn998803NnDlTu3fvdiyLioryaiJyPuPHj1d4eLjmzp3r1f0sW7ZMEyZMUElJicLDw726LwBnx5AZAJ+Ii4tzvKKjoxUWFua0LCoqqs6Q2bXXXqspU6Zo6tSpateunWJjY/XSSy/pxIkTGjNmjNq0aaPExEQtX77caV/bt2/XsGHDFBUVpdjYWI0cOVL//e9/zxpbdXW13n77bd10001Oyy+++GI9/vjjGjVqlKKiotSlSxe9++67+u6773TzzTcrKipKffv2VWFhoeN39u/fr5tuuknt2rVT69at1bt3b73//vuO9b/85S919OhRrVu3rpFnFEBjkBABCCjz589Xx44dtWnTJk2ZMkWTJk3Sb3/7W1155ZX69NNPNWTIEI0cOVInT56UJJWVlen666/XZZddpsLCQq1YsUKlpaXKyMg46z62bt2q8vJyJScn11mXl5enq666Sp999pnS09M1cuRIjRo1Srfffrs+/fRTde/eXaNGjVJt53t2drYqKiq0fv16bdu2TU8++aRTz1dERIT69++v//znPx4+UwDcQUIEIKD069dPDzzwgC655BLl5uaqZcuW6tixoyZMmKBLLrlEM2fO1JEjR7R161ZJ0nPPPafLLrtMTzzxhHr27KnLLrtM//znP7VmzRp9+eWX9e5j//79at68uWJiYuqsu+GGG/T//t//c+zLbrfr5z//uX7729/qZz/7mWbMmKFdu3aptLRUklRSUqKrrrpKSUlJ6tatm2688UYNGjTIaZvx8fHav3+/h88UAHeQEAEIKH379nX83Lx5c3Xo0EFJSUmOZbGxsZKkw4cPS/qhOHrNmjWOmqSoqCj17NlTkrRv375693Hq1ClZLJZ6C79/vP/afZ1r/3fddZcef/xxXXXVVXrooYccidqPRUZGOnq0APgGCRGAgNKiRQun92FhYU7LapOYmpoaSdLx48d10003qaioyOm1Z8+eOj01tTp27KiTJ0/qzJkz59x/7b7Otf/x48frq6++0siRI7Vt2zYlJyfrr3/9q9M2jx49qk6dOrl2AgB4BQkRgKA2YMAA7dixQxdffLESExOdXq1bt673d/r37y/ph3mCPCEhIUETJ07UokWLdM899+ill15yWr99+3ZddtllHtkXgIYhIQIQ1LKzs3X06FHddttt2rx5s/bt26eVK1dqzJgxqq6urvd3OnXqpAEDBuijjz5q9P6nTp2qlStXqri4WJ9++qnWrFmjSy+91LH+66+/1rfffqvU1NRG7wtAw5EQAQhq8fHx+vjjj1VdXa0hQ4YoKSlJU6dOVdu2bdWs2dn/Cxw/frwWLFjQ6P1XV1crOztbl156qYYOHaqf/exneuGFFxzrX3/9dQ0ZMkRdunRp9L4ANBwTMwJAPU6dOqUePXrozTffVEpKilf2cebMGV1yySV67bXXdNVVV3llHwBcQw8RANQjMjJSr7766jkncGyskpIS/fGPfyQZAvwAPUQAACDk0UMEAABCHgkRAAAIeSREAAAg5JEQAQCAkEdCBAAAQh4JEQAACHkkRAAAIOSREAEAgJBHQgQAAELe/wc2tDwO+FsHtgAAAABJRU5ErkJggg==", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 11 + "source": [ + "runner5 = bp.DSRunner(target=net,\n", + " monitors={'E-I.spike': lambda: bm.concatenate((net.E.spike, net.I.spike), axis=0)},\n", + " inputs=[('E.input', 20.), ('I.input', 20.)],\n", + " jit=True)\n", + "runner5.run(100.)\n", + "bp.visualize.raster_plot(runner5.mon.ts, runner5.mon['E-I.spike'])" + ] }, { "cell_type": "markdown", @@ -795,43 +842,39 @@ }, { "cell_type": "code", + "execution_count": 12, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:04.072291Z", "start_time": "2025-10-06T04:05:02.836219Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:19:25.311677Z", + "iopub.status.busy": "2026-07-08T14:19:25.311531Z", + "iopub.status.idle": "2026-07-08T14:19:25.924191Z", + "shell.execute_reply": "2026-07-08T14:19:25.923262Z" } }, - "source": [ - "runner6 = bp.DSRunner(target=net,\n", - " monitors=['E.spike'],\n", - " inputs=[('E.input', 20.), ('I.input', 20.)], # static inputs\n", - " jit=True)\n", - "runner6.run(100.)\n", - "bp.visualize.raster_plot(runner6.mon.ts, runner6.mon['E.spike'])" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" + "" ] }, "execution_count": 12, @@ -840,19 +883,23 @@ }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 12 + "source": [ + "runner6 = bp.DSRunner(target=net,\n", + " monitors=['E.spike'],\n", + " inputs=[('E.input', 20.), ('I.input', 20.)], # static inputs\n", + " jit=True)\n", + "runner6.run(100.)\n", + "bp.visualize.raster_plot(runner6.mon.ts, runner6.mon['E.spike'])" + ] }, { "cell_type": "markdown", @@ -874,48 +921,39 @@ }, { "cell_type": "code", + "execution_count": 13, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:06.185703Z", "start_time": "2025-10-06T04:05:04.101415Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:19:25.926171Z", + "iopub.status.busy": "2026-07-08T14:19:25.926016Z", + "iopub.status.idle": "2026-07-08T14:19:28.045852Z", + "shell.execute_reply": "2026-07-08T14:19:28.044733Z" } }, - "source": [ - "I, length = bp.inputs.section_input(values=[0, 20., 0],\n", - " durations=[100, 1000, 100],\n", - " return_length=True,\n", - " dt=0.1)\n", - "\n", - "runner7 = bp.DSRunner(target=net,\n", - " monitors=['E.spike'],\n", - " inputs=[('E.input', I, 'iter'), ('I.input', I, 'iter')], # iterable inputs\n", - " jit=True)\n", - "runner7.run(length)\n", - "bp.visualize.raster_plot(runner7.mon.ts, runner7.mon['E.spike'])" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/12000 [00:00" + "" ] }, "execution_count": 13, @@ -924,19 +962,28 @@ }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 13 + "source": [ + "I, length = bp.inputs.section_input(values=[0, 20., 0],\n", + " durations=[100, 1000, 100],\n", + " return_length=True,\n", + " dt=0.1)\n", + "\n", + "runner7 = bp.DSRunner(target=net,\n", + " monitors=['E.spike'],\n", + " inputs=[('E.input', I, 'iter'), ('I.input', I, 'iter')], # iterable inputs\n", + " jit=True)\n", + "runner7.run(length)\n", + "bp.visualize.raster_plot(runner7.mon.ts, runner7.mon['E.spike'])" + ] }, { "cell_type": "markdown", @@ -949,48 +996,39 @@ }, { "cell_type": "code", + "execution_count": 14, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:07.830399Z", "start_time": "2025-10-06T04:05:06.214617Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:19:28.048069Z", + "iopub.status.busy": "2026-07-08T14:19:28.047911Z", + "iopub.status.idle": "2026-07-08T14:19:28.803120Z", + "shell.execute_reply": "2026-07-08T14:19:28.802111Z" } }, - "source": [ - "def set_input():\n", - " net.E.input[:] = 20\n", - " net.I.input[:] = 20.\n", - "\n", - "\n", - "runner8 = bp.DSRunner(target=net,\n", - " monitors=['E.spike'],\n", - " inputs=set_input, # functional inputs\n", - " jit=True)\n", - "runner8.run(200.)\n", - "bp.visualize.raster_plot(runner8.mon.ts, runner8.mon['E.spike'])" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/2000 [00:00" + "" ] }, "execution_count": 14, @@ -999,19 +1037,28 @@ }, { "data": { + "image/png": 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", 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a/docs/tutorial_toolbox/dde_numerical_solvers.ipynb +++ b/docs/tutorial_toolbox/dde_numerical_solvers.ipynb @@ -65,28 +65,32 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:23.670780Z", "start_time": "2025-10-06T04:05:19.681761Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:14.398390Z", + "iopub.status.busy": "2026-07-08T14:09:14.398248Z", + "iopub.status.idle": "2026-07-08T14:09:18.029679Z", + "shell.execute_reply": "2026-07-08T14:09:18.028872Z" } }, - "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bm.enable_x64()\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -94,7 +98,16 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bm.enable_x64()\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -125,31 +138,41 @@ }, { "cell_type": "code", + "execution_count": 2, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:23.876366Z", "start_time": "2025-10-06T04:05:23.680940Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:18.031302Z", + "iopub.status.busy": "2026-07-08T14:09:18.031073Z", + "iopub.status.idle": "2026-07-08T14:09:18.166444Z", + "shell.execute_reply": "2026-07-08T14:09:18.165468Z" } }, + "outputs": [], "source": [ "d = bm.TimeDelay(bm.zeros(2), delay_len=10, dt=1, t0=0, before_t0=lambda t: t)" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:24.112507Z", "start_time": "2025-10-06T04:05:23.883400Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:18.168056Z", + "iopub.status.busy": "2026-07-08T14:09:18.167916Z", + "iopub.status.idle": "2026-07-08T14:09:18.379463Z", + "shell.execute_reply": "2026-07-08T14:09:18.378629Z" } }, - "source": [ - "d(0.)" - ], "outputs": [ { "data": { @@ -162,20 +185,26 @@ "output_type": "execute_result" } ], - "execution_count": 3 + "source": [ + "d(0.)" + ] }, { "cell_type": "code", + "execution_count": 4, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:24.225237Z", "start_time": "2025-10-06T04:05:24.117108Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:18.381051Z", + "iopub.status.busy": "2026-07-08T14:09:18.380906Z", + "iopub.status.idle": "2026-07-08T14:09:18.463837Z", + "shell.execute_reply": "2026-07-08T14:09:18.462988Z" } }, - "source": [ - "d(-0.5)" - ], "outputs": [ { "data": { @@ -188,7 +217,9 @@ "output_type": "execute_result" } ], - "execution_count": 4 + "source": [ + "d(-0.5)" + ] }, { "cell_type": "markdown", @@ -201,21 +232,35 @@ }, { "cell_type": "code", + "execution_count": 5, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:24.351870Z", "start_time": "2025-10-06T04:05:24.229843Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:18.465559Z", + "iopub.status.busy": "2026-07-08T14:09:18.465418Z", + "iopub.status.idle": "2026-07-08T14:09:18.468566Z", + "shell.execute_reply": "2026-07-08T14:09:18.467858Z" } }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The request time should be less than the current time 0.0. But we got 0.1 > 0.0\n" + ] + } + ], "source": [ "try:\n", " d(0.1)\n", "except Exception as e:\n", " print(e)" - ], - "outputs": [], - "execution_count": 5 + ] }, { "cell_type": "markdown", @@ -237,12 +282,20 @@ }, { "cell_type": "code", + "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:05:24.364032Z", "start_time": "2025-10-06T04:05:24.359762Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:18.470010Z", + "iopub.status.busy": "2026-07-08T14:09:18.469884Z", + "iopub.status.idle": "2026-07-08T14:09:18.472950Z", + "shell.execute_reply": "2026-07-08T14:09:18.472152Z" } }, + "outputs": [], "source": [ "def delay_odeint(duration, eq, args=None, inits=None,\n", " state_delays=None, neutral_delays=None,\n", @@ -259,9 +312,7 @@ " inits=inits)\n", " runner.run(duration, args=args)\n", " return runner.mon" - ], - "outputs": [], - "execution_count": 6 + ] }, { "cell_type": "markdown", @@ -293,13 +344,21 @@ }, { "cell_type": "code", + "execution_count": 7, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:24.715787Z", "start_time": "2025-10-06T04:05:24.369770Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:18.474206Z", + "iopub.status.busy": "2026-07-08T14:09:18.474056Z", + "iopub.status.idle": "2026-07-08T14:09:18.599571Z", + "shell.execute_reply": "2026-07-08T14:09:18.598725Z" } }, + "outputs": [], "source": [ "def equation(x, t, xdelay):\n", " return -xdelay(t - 1)\n", @@ -308,104 +367,90 @@ "case1_delay = bm.TimeDelay(bm.zeros((1,)), 1., before_t0=-1., interp_method='round')\n", "case2_delay = bm.TimeDelay(bm.zeros((1,)), 1., before_t0=0., interp_method='round')\n", "case3_delay = bm.TimeDelay(bm.zeros((1,)), 1., before_t0=1., interp_method='round')" - ], - "outputs": [], - "execution_count": 7 + ] }, { "cell_type": "code", + "execution_count": 8, "metadata": { - "scrolled": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:25.267166Z", "start_time": "2025-10-06T04:05:24.722562Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:18.601715Z", + "iopub.status.busy": "2026-07-08T14:09:18.601572Z", + "iopub.status.idle": "2026-07-08T14:09:19.104871Z", + "shell.execute_reply": "2026-07-08T14:09:19.104043Z" + }, + "scrolled": false }, - "source": [ - "case1 = delay_odeint(20., equation, args={'xdelay': case1_delay},\n", - " state_delays={'x': case1_delay}) # delay for variable \"x\"\n", - "case2 = delay_odeint(20., equation, args={'xdelay': case2_delay}, state_delays={'x': case2_delay})\n", - "case3 = delay_odeint(20., equation, args={'xdelay': case3_delay}, state_delays={'x': case3_delay})" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/200 [00:00:6: SyntaxWarning: invalid escape sequence '\\p'\n", "<>:9: SyntaxWarning: invalid escape sequence '\\p'\n", "<>:12: SyntaxWarning: invalid escape sequence '\\p'\n", - 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 9 + "source": [ + "fig, axs = plt.subplots(3, 1)\n", + "fig.tight_layout(rect=[0, 0, 1, 0.95], pad=3.0)\n", + "fig.suptitle(\"$y'(t)=-y(t-1)$\")\n", + "\n", + "axs[0].plot(case1.ts, case1.x, color='red', linewidth=1)\n", + "axs[0].set_title('$\\phi(t)=-1$')\n", + "\n", + "axs[1].plot(case2.ts, case2.x, color='red', linewidth=1)\n", + "axs[1].set_title('$\\phi(t)=0$')\n", + "\n", + "axs[2].plot(case3.ts, case3.x, color='red', linewidth=1)\n", + "axs[2].set_title('$\\phi(t)=1$')\n", + "\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -468,12 +525,20 @@ }, { "cell_type": "code", + "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:05:25.749622Z", "start_time": "2025-10-06T04:05:25.662113Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:19.342806Z", + "iopub.status.busy": "2026-07-08T14:09:19.342676Z", + "iopub.status.idle": "2026-07-08T14:09:19.391626Z", + "shell.execute_reply": "2026-07-08T14:09:19.390440Z" } }, + "outputs": [], "source": [ "def make_eq(xdelay):\n", " def eq(x, t): return -xdelay(t - 2)\n", @@ -485,124 +550,104 @@ "delay2 = bm.TimeDelay(bm.zeros(1), 2., before_t0=lambda t: bm.exp(t) - 1, dt=0.01, interp_method='round')\n", "delay3 = bm.TimeDelay(bm.zeros(1), 2., before_t0=lambda t: bm.exp(-t) - 1, dt=0.01, interp_method='round')\n", "delay4 = bm.TimeDelay(bm.zeros(1), 2., before_t0=lambda t: bm.exp(t) - 1, dt=0.01, interp_method='round')" - ], - "outputs": [], - "execution_count": 10 + ] }, { "cell_type": "code", + "execution_count": 11, "metadata": { - "scrolled": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:26.522746Z", "start_time": "2025-10-06T04:05:25.754754Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:19.393498Z", + "iopub.status.busy": "2026-07-08T14:09:19.393348Z", + "iopub.status.idle": "2026-07-08T14:09:20.125976Z", + "shell.execute_reply": "2026-07-08T14:09:20.125152Z" + }, + "scrolled": false }, - "source": [ - "case1 = delay_odeint(4., make_eq(delay1), state_delays={'x': delay1}, dt=0.01)\n", - "case2 = delay_odeint(4., make_eq(delay2), state_delays={'x': delay2}, dt=0.01)\n", - "case3 = delay_odeint(60., make_eq(delay3), state_delays={'x': delay3}, dt=0.01)\n", - "case4 = delay_odeint(60., make_eq(delay4), state_delays={'x': delay4}, dt=0.01)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/400 [00:00:9: SyntaxWarning: invalid escape sequence '\\p'\n", "<>:12: SyntaxWarning: invalid escape sequence '\\p'\n", "<>:15: SyntaxWarning: invalid escape sequence '\\p'\n", - "C:\\Users\\adadu\\AppData\\Local\\Temp\\ipykernel_57168\\3939652715.py:6: SyntaxWarning: invalid escape sequence '\\p'\n", + "/tmp/ipykernel_8664/555089751.py:6: SyntaxWarning: invalid escape sequence '\\p'\n", " axs[0, 0].set_title('$\\phi(t)=e^{-t} - 1, t \\in [0, 4]$')\n", - "C:\\Users\\adadu\\AppData\\Local\\Temp\\ipykernel_57168\\3939652715.py:9: SyntaxWarning: invalid escape sequence '\\p'\n", + "/tmp/ipykernel_8664/555089751.py:9: SyntaxWarning: invalid escape sequence '\\p'\n", " axs[0, 1].set_title('$\\phi(t)=e^t - 1, t \\in [0, 4]$')\n", - "C:\\Users\\adadu\\AppData\\Local\\Temp\\ipykernel_57168\\3939652715.py:12: SyntaxWarning: invalid escape sequence '\\p'\n", + "/tmp/ipykernel_8664/555089751.py:12: SyntaxWarning: invalid escape sequence '\\p'\n", " axs[1, 0].set_title('$\\phi(t)=e^{-t} - 1, t \\in [0, 60]$')\n", - "C:\\Users\\adadu\\AppData\\Local\\Temp\\ipykernel_57168\\3939652715.py:15: SyntaxWarning: invalid escape sequence '\\p'\n", + "/tmp/ipykernel_8664/555089751.py:15: SyntaxWarning: invalid escape sequence '\\p'\n", " axs[1, 1].set_title('$\\phi(t)=e^t - 1, t \\in [0, 60]$')\n" ] }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 12 + "source": [ + "fig, axs = plt.subplots(2, 2)\n", + "fig.tight_layout(rect=[0, 0, 1, 0.95], pad=3.0)\n", + "fig.suptitle(\"$y'(t)=-y(t-2)$\")\n", + "\n", + "axs[0, 0].plot(case1.ts, case1.x, color='red', linewidth=1)\n", + "axs[0, 0].set_title('$\\phi(t)=e^{-t} - 1, t \\in [0, 4]$')\n", + "\n", + "axs[0, 1].plot(case2.ts, case2.x, color='red', linewidth=1)\n", + "axs[0, 1].set_title('$\\phi(t)=e^t - 1, t \\in [0, 4]$')\n", + "\n", + "axs[1, 0].plot(case3.ts, case3.x, color='red', linewidth=1)\n", + "axs[1, 0].set_title('$\\phi(t)=e^{-t} - 1, t \\in [0, 60]$')\n", + "\n", + "axs[1, 1].plot(case4.ts, case4.x, color='red', linewidth=1)\n", + "axs[1, 1].set_title('$\\phi(t)=e^t - 1, t \\in [0, 60]$')\n", + "\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -664,59 +724,59 @@ }, { "cell_type": "code", + "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:05:27.094988Z", "start_time": "2025-10-06T04:05:26.843371Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:20.364742Z", + "iopub.status.busy": "2026-07-08T14:09:20.364599Z", + "iopub.status.idle": "2026-07-08T14:09:20.649674Z", + "shell.execute_reply": "2026-07-08T14:09:20.648885Z" } }, - "source": [ - "def eq(x, t):\n", - " return -delay(t - 1) + 0.3 * delay(t - 2)\n", - "\n", - "\n", - "delay = bm.TimeDelay(bm.ones(1), 2., before_t0=1., dt=0.01, interp_method='round')\n", - "mon = delay_odeint(10., eq, inits=[1.], state_delays={'x': delay}, dt=0.01)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00:6: SyntaxWarning: invalid escape sequence '\\p'\n", "<>:3: SyntaxWarning: invalid escape sequence '\\ '\n", "<>:6: SyntaxWarning: invalid escape sequence '\\p'\n", - "C:\\Users\\adadu\\AppData\\Local\\Temp\\ipykernel_57168\\3402231415.py:3: SyntaxWarning: invalid escape sequence '\\ '\n", + "/tmp/ipykernel_8664/668224585.py:3: SyntaxWarning: invalid escape sequence '\\ '\n", " fig.suptitle(\"$y'(t)=-y(t-1) + 0.3\\ y(t-2)$\")\n", - "C:\\Users\\adadu\\AppData\\Local\\Temp\\ipykernel_57168\\3402231415.py:6: SyntaxWarning: invalid escape sequence '\\p'\n", + "/tmp/ipykernel_8664/668224585.py:6: SyntaxWarning: invalid escape sequence '\\p'\n", " axs.set_title('$\\phi(t)=1$')\n" ] }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 14 + "source": [ + "fig, axs = plt.subplots(1, 1)\n", + "fig.tight_layout(rect=[0, 0, 1, 0.95], pad=3.0)\n", + "fig.suptitle(\"$y'(t)=-y(t-1) + 0.3\\ y(t-2)$\")\n", + "\n", + "axs.plot(mon.ts, mon.x, color='red', linewidth=1)\n", + "axs.set_title('$\\phi(t)=1$')\n", + "\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -774,13 +840,36 @@ }, { "cell_type": "code", + "execution_count": 15, "metadata": { - "lines_to_next_cell": 2, "ExecuteTime": { "end_time": "2025-10-06T04:05:27.596478Z", "start_time": "2025-10-06T04:05:27.227136Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:20.732486Z", + "iopub.status.busy": "2026-07-08T14:09:20.732341Z", + "iopub.status.idle": "2026-07-08T14:09:21.112086Z", + "shell.execute_reply": "2026-07-08T14:09:21.111067Z" + }, + "lines_to_next_cell": 2 }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "4ab04ff6b4794cfebf63f45cb03d29ea", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/300 [00:00:7: SyntaxWarning: invalid escape sequence '\\p'\n", "<>:7: SyntaxWarning: invalid escape sequence '\\p'\n", - "C:\\Users\\adadu\\AppData\\Local\\Temp\\ipykernel_57168\\1815711682.py:7: SyntaxWarning: invalid escape sequence '\\p'\n", + "/tmp/ipykernel_8664/4179200873.py:7: SyntaxWarning: invalid escape sequence '\\p'\n", " axs.set_title('$\\phi_x(t)=1; \\phi_y(t)=-1; d=0.5$')\n" ] }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 16 + "source": [ + "fig, axs = plt.subplots(1, 1)\n", + "fig.tight_layout(rect=[0, 0, 1, 0.95], pad=3.0)\n", + "fig.suptitle(\"$x'(t)=x(t) y(t-d); y'(t)=y(t) x(t-d)$\")\n", + "\n", + "axs.plot(mon.ts, mon.x.flatten(), color='red', linewidth=1)\n", + "axs.plot(mon.ts, mon.y.flatten(), color='blue', linewidth=1)\n", + "axs.set_title('$\\phi_x(t)=1; \\phi_y(t)=-1; d=0.5$')\n", + "\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -897,61 +969,61 @@ }, { "cell_type": "code", + "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:05:28.053841Z", "start_time": "2025-10-06T04:05:27.756778Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:21.203993Z", + "iopub.status.busy": "2026-07-08T14:09:21.203851Z", + "iopub.status.idle": "2026-07-08T14:09:21.525506Z", + "shell.execute_reply": "2026-07-08T14:09:21.524668Z" } }, - "source": [ - "def eq(x, y, t):\n", - " dx = y\n", - " dy = -y - 2 * x - 0.5 * xdelay(t - 1)\n", - " return dx, dy\n", - "\n", - "\n", - "xdelay = bm.TimeDelay(bm.ones(1), 1., before_t0=1., dt=0.01, interp_method='round')\n", - "mon = delay_odeint(16., eq, inits=[1., 0.], state_delays={'x': xdelay}, monitors=['x', 'y'], dt=0.01)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1600 [00:00:6: SyntaxWarning: invalid escape sequence '\\,'\n", "<>:6: SyntaxWarning: invalid escape sequence '\\,'\n", - "C:\\Users\\adadu\\AppData\\Local\\Temp\\ipykernel_57168\\3497153139.py:6: SyntaxWarning: invalid escape sequence '\\,'\n", + "/tmp/ipykernel_8664/2232686889.py:6: SyntaxWarning: invalid escape sequence '\\,'\n", " axs.set_title('$ih \\, f_y(t)=1; \\phi\\,dy/dt(t)=0$')\n" ] }, { "data": { + "image/png": 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", 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iTWASRKQFffr0QadOnQp/Dg0NRdOmTREUFIQBAwbA0tIS9erVw3fffVfs8a+88gpMTU2Rn5+PWbNmQaVSoUOHDmWWGxUVhZCQEPTu3bvI9rZt22LMmDEAAE9PT6hUKtjY2BQ+HxAQADs7O+zYsaMSV1s+xsbGcHJyKvf+kZGRiI6OLnO/bdu2FekL1KVLF4wZMwbJycmlHrdp0ya0aNECJiYmCAgIwLlz5xAWFgYvLy8YGRlh4MCBaNCgwVPHCSHQqlUrdOnSpcj2PXv2YNCgQRUup7TXRsmvJwD89ddf0NfXx6RJkwq3mZiY4JVXXsHp06dx9+5drZZPVFUGcgdAVBOFhITgueeeK/w5NDQUjo6OGDx4MF5++WUMGzYMv/zyC6ZOnYqePXs+1QdlzJgxMDQ0xPLly/Hdd9/Bzs4O7u7uZZZ76tQpAE/XDsyYMQNz585FdnY2Zs+eDQBFPjQLjjl58mSx583NzS0zqShgZ2dXpO9KZTVt2hTdunXDkSNHStxn0aJFmD59Ol588UXk5uYiJSUF/fv3x/LlyyGEwIYNG4o9bsmSJZg2bRqGDRuGN954AyEhIRg8eDBsbGwK712bNm2wd+9eJCYmwtbWtvDYjRs34tKlSzhx4kThtpiYGFy6dAnz5s2rcDmlvTZKfz0vXboELy8vWFlZFdnetm1bAEBwcHCFaj+JdE7u9jiimiY2NlYAED/99JMQQogHDx4IAMLe3r5In6Dw8HABQKxZs6bY83z00UfC3Nxc5Ofnl7vsWbNmCQAiNTX1qefc3NzESy+9VOKxkyZNEqampsU+FxgYKACU6xEVFVVmnOfPny+zTxAA0a1btxKfP3funFCpVOL9998XQgjh5eUlXnzxRSGEEH369BEGBgYiPT39qeMuXbokDAwMxEcffVRk++TJkwUAMX/+fCGEEDt37hQAxKFDhwr3ycnJEY0aNRJDhgwpcuzKlSuFqampyMjIqHA5QpT82ij99fT19RU9e/Z8antYWJgAIJYtW1bisURKwJogIg0LCQkBgMLanYKf582bV+S/YkNDQwCAkZFRiefx9fWtUK3Ko0ePYGBgAAsLiyLbk5OTER0dXTharTi2trbIzMxERkYGzMzMijzn7+9f7hE/FWnyKo0QotTnv/rqKzg4OGDevHnIzMzEjRs3MHHiRABAp06dcODAAcTFxT3VpPX555/D2toaH3/8cZHt3bp1w88//1z4urVp0wYAEBQUhJ49ewIAVqxYgaioKGzfvr3IsX///Td69OgBU1PTCpdT2muj9NczMzMTxsbGT20v6L+UmZlZrjKI5MIkiEjDQkNDAfybBBX8/N/5ayIjIwEATZo0KfY8ly9fRr9+/TQSU0EiVtqHZkHSUdCZ+0m2trZP9UuRU15eHvbt24fhw4fD1NQU58+fh1qtLry+9PR0ACjSjAVIw7n//vtvTJo06anEIC8vD8C/r5uTkxPq1auHS5cuFZ5z/vz5GDt2LJo1a1Z4XG5uLg4cOIAFCxZUqpzyvDb/pZTX09TUtNj5iLKysgqfJ1IyJkFEGhYSEgI3NzdYW1sDkJKgevXqPfUf9eXLl2FgYFDsaKakpCTcvXu3wvPV1KlTB3l5eUhNTYWlpWWRmACpBqAkiYmJMDMzK/aDKycnB48fPy5XDA4ODtDX169Q3BV148aNIvPs/Pf6goOD4e7uXvgaFLh58yYyMjIQEBDw1DkvXLgACwsLeHh4FG5r06ZNYRL0zTffIDEx8al+PydOnEBKSgoGDhxYqXJKe22U/no6Ozvj/v37T21/+PAhAMDFxaVcZRDJhaPDiDQsJCSkyH/ooaGhxf7HHhISAi8vr2KbE4r7T//x48cwMDBARkZG4bZNmzahW7duhT97e3sDkEYV/fd8zs7OsLe3LzHuqKioEoeGnzp1Cs7OzuV66GJEUGJiIgDA3NwcgJRQ2tvbw8XFBQkJCTh69CiGDh361HFP3rsnpaenY+3atfD19S1Sc9KmTRtcvXoV0dHRWLx4MSZPnvxUB/U9e/bAx8enSLNbRcop7bVR+uvZokULXLt2DSkpKUW2nz17tvB5IiVjTRCRBuXn5yM8PBz9+/cv/DkiIqLYZq3Lly+jZcuWxZ7n8uXLAIomQXZ2dnB1dUVISAjat2+PvLw8zJ49G7/99lvhPgXD6C9cuFDk2OjoaNSvX7/U2IOCggqHXf+XHH2CSlOvXj0AwOnTp/H6668jJCSksFZk6tSp0NPTw7vvvvvUcQUJzOHDhzF27NjC7Z999hkeP378VM1b69atoVarMXr0aAghnurfA0j9gQYPHlzpckp7bZT+eg4fPhyLFy/GihUr8P777wOQmgJXrVqFdu3acWQYKR6TICINun79OrKysgo/5Ap+/m9NUEFH3gkTJhR7npCQENSrVw92dnZFtrdu3RqXLl1C+/btsXr1ajRq1KjIfEQNGzZEs2bNcPDgwcJOwgDg4eGBw4cPY+HChXBxcUHTpk2LNNVcvHgRjx8/Lrb2BNBcH5KlS5ciKSkJDx48AADs2rUL9+7dAwC89dZbRZqvVCpViUPk3dzc0L17d6xbtw6Ojo64fPkymjVrhiFDhmDv3r1Ys2ZNkWatAg4ODujbty9Wr14NY2NjtGzZEvv27Ssc7l5cEgQAJ0+exNy5c+Hg4FDk+aioKERERODnn3+udDmlvTZKfz3btWuHF154ATNnzkRcXBwaN26MNWvW4Pbt21i5cmWVz0+kdfIOTiOqWTZv3iwAiLCwsCI//3cphXPnzgkAYvfu3cWep23btmLAgAFPbf/yyy/Fa6+9JrKysoSbm5u4ePHiU/t88803wsLCoshw7fv374t+/foJCwsLAUB8//33RY6ZMWOGcHNz0/oyC+7u7uUaip2amioAiFGjRpV4rocPH4rBgwcLExMTAUAYGRmJTp06FRnSXtJxzzzzjLC0tBR16tQRI0eOFOvXr39qOHyBBg0aCAcHh2KHqS9dulRYW1uL3NzcSpdT1muj5NdTCCEyMzPF+++/L5ycnISxsbFo06aN2Ldvn9bLJdIEJkFE1cjBgwdF69atxZIlS8Tzzz9f7D5JSUnCzs5O/Prrr+U6Z1ZWlnBychLffvutJkOtkj179giVSiVCQkLK3LdgHa5Lly5pPI6bN28KfX198d133xX7/IABA8QLL7yg8XKfVBNeTyKlYsdoomokICAAYWFh+Oqrr54apVTA2toa06dPx6JFi6BWq8s856pVq2BoaIjXX39d0+FWWmBgIEaNGlWu0XGRkZFQqVQlTjVQFTNnzkSDBg1KvDfdu3fH1KlTNV7uk2rC60mkVCohypiRjIgUpXHjxujYsSPWrl0rdyiK8Oqrr+LgwYO4ffu2Rs6XlJSEvXv34siRI/jll1+wd+9ejc3XRETKwo7RRNVIWloa0tPTMXfuXLlDUYzIyMjCoeSacOjQIYwePRr169fH8uXLmQAR1WCsCSKqRqZOnYr8/Hx8//33codCRFTtsU8QUTUQHBwMa2trhISE4IsvvpA7HCKiGoE1QURERFQrsSaIiIiIaqUa1zFarVbjwYMHsLS0LHb1ZCIiIqq5hBBITU2Fi4sL9PRKr+upcUnQgwcPuF4NERFRLXf37t0y19ircUmQpaUlAOniraysZI6GiIiIdCklJQWurq6F+UBpalwSVNAEZmVlxSSIiIiolipPlxh2jCYiIqJaiUkQERER1UpMgoiIiKhWYhJEREREtRKTICIiIqqVmAQRERFRrcQkiIiIiGolJkFERERUKzEJIiIiolpJq0nQsWPHMGTIELi4uEClUmH79u1lHnPkyBG0atUKxsbGaNy4MVavXq3NEImIiKiW0moSlJ6eDn9/f/z444/l2j8qKgqDBg1Cjx49EBwcjHfffRevvvoq9u/fr80wiYiIqBbS6tphAwYMwIABA8q9/7Jly+Dh4YGvv/4aANC0aVOcOHECS5YsQb9+/Yo9Jjs7G9nZ2YU/p6SkVC3oshw6BPj5AQ4O2i2HiIiItEpRfYJOnz6N3r17F9nWr18/nD59usRjFixYAGtr68KHq6ur9gLMyAD69wccHYHJk4GsLO2VRURERFqlqCQoJiYGjo6ORbY5OjoiJSUFmZmZxR4zc+ZMJCcnFz7u3r2rvQDNzICoKGDxYmDNGuCZZ4CcHO2VR0RERFqjqCSoMoyNjWFlZVXkoVX16wPTpgF79gBHjgAffqjd8oiIiEgrFJUEOTk5ITY2tsi22NhYWFlZwdTUVKaoStCjB/Dll8C33wLnz8sdDREREVWQopKgDh064NChQ0W2HThwAB06dJApojK8/bbUSXrKFECtljsaIiIiqgCtJkFpaWkIDg5GcHAwAGkIfHBwMKKjowFI/XnGjx9fuP/rr7+OW7duYfr06YiMjMRPP/2EzZs3Y+rUqdoMs/IMDIDvvgPOnQN27ZI7GiIiIqoArSZBFy5cQMuWLdGyZUsAwLRp09CyZUvMnj0bAPDw4cPChAgAPDw8sGfPHhw4cAD+/v74+uuv8euvv5Y4PF4RunUDunQBvvgCEELuaIiIiKicVELUrE/ulJQUWFtbIzk5WfudpAvs3QsMHAgcPQp07aqbMomIiOgpFckDFNUnqNrq3x9o3Bj45Re5IyEiIqJyYhKkCSoV8OqrwF9/AYmJckdDRERE5cAkSFMmTADy8oD16+WOhIiIiMqBSZCmODkBgwdLM0kTERGR4jEJ0qRRo4ALF6SlNYiIiEjRmARp0qBBgImJ1DeIiIiIFI1JkCZZWEhD5TdvljsSIiIiKgOTIE0bMUJqErt9W+5IiIiIqBRMgjRtwABpOY2//5Y7EiIiIioFkyBNs7KSltFgEkRERKRoTIK0YeBA4PBhIDNT7kiIiIioBEyCtGHgQCkBOnpU7kiIiIioBEyCtKFpU8DdnU1iRERECsYkSBtUKqk2iEkQERGRYjEJ0pY+fYCbN4E7d+SOhIiIiIrBJEhbunWTaoQCA+WOhIiIiIrBJEhb7OyAFi2kUWJERESkOEyCtKlHD6kmSAi5IyEiIqL/YBKkTT17AvfuSX2DiIiISFGYBGlTly6Avj6bxIiIiBSISZA2WVkBAQHsHE1ERKRATIK0rUsX4ORJuaMgIiKi/2ASpG2dOgF370oPIiIiUgwmQdrWsaP0lbVBREREisIkSNscHYHGjZkEERERKQyTIF3o1IlJEBERkcIwCdKFzp2By5eB1FS5IyEiIqL/xyRIFzp1AtRq4OxZuSMhIiKi/8ckSBeaNJHWEmOTGBERkWIwCdIFPT1plNipU3JHQkRERP+PSZCutGsHnDvHxVSJiIgUgkmQrrRtCyQlATduyB0JERERgUmQ7rRuLX09d07eOIiIiAgAkyDdsbMDPD2ZBBERESkEkyBdatOGSRAREZFCMAnSpbZtgUuXgNxcuSMhIiKq9ZgE6VLbtkB2NhAaKnckREREtR6TIF1q0QIwMGCTGBERkQIwCdIlU1PAz49JEBERkQIwCdK1tm2ZBBERESkAkyBda9MGCA/nivJEREQyYxKka61bS0tnXL4sdyRERES1GpMgXWvaFDA2lobKExERkWyYBOmaoSHQvDkQFCR3JERERLUakyA5tGrFJIiIiEhmTILk0KoVEBYGZGXJHQkREVGtxSRIDi1bAvn5nDm6DEIIXE24ihPRJ3Ar8RaEEHKHRERENYiB3AHUSs2bA/r6UpNYmzZyR6M4+ep8/HbpN3xx4gvcTrpduN3TzhMfdv4QL7V4CXoq5u9ERFQ1/CSRg6kp4OPDEWLFSM5KxpA/hmDS7kloX7899o7Zi7A3wrD7xd3wd/LHKztfwYD1A5CYmSh3qEREVM2xJkgu7Bz9lLScNAxYPwARCRHYN2Yf+jXuV/icj4MPBnkNwv4b+zF662h0W90Nh8YfgoO5g4wRExFRdcaaILm0bAmEhAC5uXJHoghCCIzZOgZX4q7gwLgDRRKgJ/Vr3A/HXz6O2PRYDN04FFl57FxORESVwyRILq1aAdnZQESE3JEowpIzS7Dz6k5seH4DWru0LnVfHwcf7By1E5diLuF/u/+nowiJiKimYRIklxYtpK9sEsPNxzfx0aGPMK39NAz2GlyuY9rVb4flg5dj7eW12By2WcsREhFRTcQkSC6WloCXV63vHC2EwJS9U+Bk4YT5PedX6NhxfuPwgs8LeH3363iY+lBLERIRUU3FJEhOLVvW+pqgv6//jX039uH7Ad/DzNCsQseqVCr8POhn6OvpY8bBGVqKkIiIaiomQXJq1UqqCVKr5Y5EFkIIfBL4Cbq6d8UQryGVOkcdszr4oucXWBeyDqfuntJwhEREVJMxCZKTvz+Qng7cuiV3JLLYcXUHLsVcwrzu86BSqSp9noktJyLAOQBT90/lrNJERFRuTILk5O8vfb18Wd44ZCCEwOfHP0ePBj3QrUG3Kp1LX08fC3otwLn757Dn+h4NRUhERDUdkyA5OTkBdevWyiTo7P2zuPDgAt7r8J5Gzte7YW90de+K2YGzoRa1s3mRiIgqhkmQ3Pz9pUkTa5nvz36PRraNMMBzgEbOp1KpML/HfFyKuYTtkds1ck4iIqrZmATJzd+/1tUEPUh9gD/D/8SUtlM0uhBqV/eu6N6gOxadWqSxcxIRUc3FJEhufn7A7dtAcrLckejMyqCVMNI3wsstXtb4ud/r8B7O3DvDkWJERFQmnSRBP/74Ixo0aAATExO0a9cO586dK3Hf1atXQ6VSFXmYmJjoIkx5FHSOriVNYkIIrA1Zixd8XoC1ibXGzz/QcyCa1GmCr09/rfFzExFRzaL1JGjTpk2YNm0a5syZg6CgIPj7+6Nfv36Ii4sr8RgrKys8fPiw8HHnzh1thykfb2/A0LDWJEFn7p3Bjcc3MM5vnFbOr6fSw9T2U7EtYhtuPr6plTKIiKhm0HoS9M033+C1117Dyy+/DB8fHyxbtgxmZmb47bffSjxGpVLBycmp8OHo6KjtMOVjZAT4+NSafkHrQtahvlV9dG/QXWtljPcfDztTO/x4/ketlUFERNWfVpOgnJwcXLx4Eb179/63QD099O7dG6dPny7xuLS0NLi7u8PV1RVDhw5FWFhYiftmZ2cjJSWlyKPaqSWdo7PzsrHxykaMbT4W+nr6WivH1NAUL7d4GWsur0FWXpbWyiEioupNq0lQQkIC8vPzn6rJcXR0RExMTLHHNGnSBL/99ht27NiB33//HWq1Gh07dsS9e/eK3X/BggWwtrYufLi6umr8OrTOzw8IDQXy8+WORKv+ufkPErMSMdZvrNbLei3gNTzOfIwt4Vu0XhYREVVPihsd1qFDB4wfPx4tWrRAt27dsHXrVjg4OGD58uXF7j9z5kwkJycXPu7evavjiDXA3x/IzARu1uw+LFsjt8Lb3hu+dX21XpZXHS/0aNADK4JWaL0sIiKqnrSaBNnb20NfXx+xsbFFtsfGxsLJyalc5zA0NETLli1x48aNYp83NjaGlZVVkUe1UwuWz8jNz8XOqzvxnPdzOitzUsAkHLtzDJEJkTork4iIqg+tJkFGRkYICAjAoUOHCrep1WocOnQIHTp0KNc58vPzERoaCmdnZ22FKT8HB8DZuUYnQcfuHMPjzMd4rqnukqBnvZ+FvZk9fg36VWdlEhFR9aH15rBp06bhl19+wZo1axAREYHJkycjPT0dL78sTZQ3fvx4zJw5s3D/efPm4Z9//sGtW7cQFBSEsWPH4s6dO3j11Ve1Haq8avjyGVsjtsLN2g2tnFvprExjA2O82OxFbAjdgHx1ze5vRUREFWeg7QJGjhyJ+Ph4zJ49GzExMWjRogX27dtX2Fk6Ojoaenr/5mKJiYl47bXXEBMTA1tbWwQEBODUqVPw8fHRdqjy8vMDNm6UOwqtUAs1tkVuw0jfkVCpVDote5zfOPxw7gccijqEvo366rRsIiJSNpUQQsgdhCalpKTA2toaycnJ1at/0IYNwJgxwOPHgK2t3NFo1KWHl9BqRSscGn8IPT166rRsIQSa/tgUbeq1wbpn1+m0bCIi0r2K5AGKGx1Wa9Xg5TP23dgHc0NzdHbrrPOyVSoVxvmNw9aIrUjLSdN5+UREpFxMgpSiSRPA2LhmJkE396FXw14w0jeSpfyxfmORkZuBrRFbZSmfiIiUiUmQUhgYAL6+NW6EWHJWMk5Gn0T/Rv1li8Hdxh3d3LthXQibw4iI6F9MgpTEz6/GJUGHog4hX+Sjf2P5kiAAGN18NA5HHUZceskL9xIRUe3CJEhJ/P2BsLAatXzG3ut70aROE3jYesgax7Pez0IFFbZFbJM1DiIiUg4mQUri5yctn1HC7NjVjRAC+27uw4DGA+QOBQ7mDujh0QObwzfLHQoRESkEkyAlad5c+lpDOkdfe3QN91LuoU+jPnKHAgB4wecFHLl9hE1iREQEgEmQshQsn1FDkqDA24HQV+mji1sXuUMBwCYxIiIqikmQ0vj51Zgk6MjtI2jt0hqWxpZyhwLg3yaxP8P/lDsUIiJSACZBSlNDkiAhBI7cPoIeDXrIHUoRL/i8gMDbgWwSIyIiJkGK4+cH3L4NJCfLHUmVRCREIDY9Fj08lJUEsUmMiIgKMAlSmoLlM65ckTeOKjpy+wgM9AzQybWT3KEU4WDugO4NurNJjIiImAQpTpMmgKFhtW8SC7wdiLb12sLcyFzuUJ7yXNPncOT2ESRmJsodChERyYhJkNIYGQFNm1brJEip/YEKPNPkGeSLfPx9/W+5QyEiIhkxCVKiar58RmRCJBIyEtDNvZvcoRSrvlV9tHZpjR1Xd8gdChERyYhJkBL5+QGhoYBaLXcklXLq7inoqfTQrn47uUMp0dAmQ7H3xl5k52XLHQoREcmESZAS+fkBaWnSKLFq6OTdk2hetzmsjK3kDqVEw7yHIS0nDYejDssdChERyYRJkBL5+Ulfq2m/oFN3TyluVNh/+Tr4oqFtQzaJERHVYkyClMjJCbC3r5ZJUEJGAq4+uoqOrh3lDqVUKpUKw5oMw46rO6AWFWh2TEsDLl4EAgOlr48fay9IIiLSKiZBSqRSVduZo0/fPQ0Aik+CAGCo91DEpMXg/P3zpe+YmQksXw506ABYWwOtWwM9e0pf69SR5nZasACI4yzURETVCZMgpaqmSdCpu6fgbOGMBjYN5A6lTB1dO6KOaZ3Sm8Q2bQK8vIA33pASnp9/Bs6dA65fBy5cANasAZo3B+bNAzw8gE8/BdLTdXcRRERUaUyClMrfH7hxo9p9oJ68exIdXTtCpVLJHUqZDPQMMKTJEGyP3P70k+npwLhxwKhRQNu2wNWrwO7dwKRJQJs2QOPGQEAAMH488PvvwP37wJtvAl98AbRqBQQF6fx6iIioYpgEKZWfHyAEEBYmdyTllpOfg/MPzleLprACQ5sMRURCBK4/uv7vxsePgd69gW3bpARnyxYp6SmNnR2wcKFUe2dhAbRvD/z2m3aDJyKiKmESpFQ+PoCeXrVqEguOCUZWXpbiR4Y9qW+jvjAxMMGua7ukDY8eAV27SrVwR44AY8ZU7IRNmgCnTgEvvwy88gowZ46UzBIRkeIwCVIqExPpA7UazRx9+u5pGOsbo6VzS7lDKTczQzP0aNADe67vATIygMGDpQ7Ox49LHZ8rw9gYWLZMahqbNw/46CMmQkRECmQgdwBUimrWOfrcg3No4dQCRvpGcodSIYO9BuOdfe8gefxIWIeESDVA3t5VO6lKBcycKSWz06ZJidHcuZoIl4iINIQ1QUpWkARVk1qE8/fPo41LG7nDqLBBnoOQp87DgYjdwB9/SB2fNWXqVGn4/KefSsPsiYhIMZgEKZmfH5CUBNy7J3ckZUrKSsL1x9fRpl71S4LcIx6gWRyw+1lf4JlnNF/Ahx8Cb70ljR47eFDz5yciokphEqRk1Wj5jAsPLgBA9asJyswEJkzA4DQX/G0dV7HZoyvim2+kEWfDh0vD7YmISHZMgpTM1VWaobgaJEHn75+HpZElmtg3kTuUivn0U+DOHQx6dSHiM+LLnj26sgwMpIkXXVykRCgjQzvlEBFRuTEJUrJqtHzG+QfnEeASAD1VNfqVungRWLwYmDMH7TuNhJ2pHXZf26298qytgT//BG7eBN5+W3vlEBFRuVSjT6xaqholQdWqKUytlvroNGsGfPABDPQM0L9xf2movDb5+gI//gisXClNxEhERLJhEqR0/v5SH5KsLLkjKVFMWgzupdyrXknQxo3A2bPAd98BhoYAgMGeg3Ep5hLup9zXbtkvvSQtyfHGG8CdO9oti4iISsQkSOn8/ID8fCAiQu5ISlTQj6bajAzLyJBGbD37LNCtW+Hmfo37QU+lh7+v/63d8lUq4IcfABsbYOJEqVaKiIh0jkmQ0vn6Sh+aCp45+vyD87A3s4e7tbvcoZTPkiVATIy01tcT7Ezt0Mm1E3Zf12K/oALW1tLaYocPSyvTExGRzjEJUjoLC6BRI0X3CyroD1QdVo5HUpLUGfr114tdFHWw12AcvHUQWXk6aH7s3RuYPBmYPl1aq4yIiHSKSVB1oODO0UIIXHhwofr0B/r+e6l/1cyZxT49yHMQMnIzcOT2Ed3Es3Ah4OQkLbbKZjEiIp3i2mHVgZ8fsHSptHyGwmpb7qbcRUJGAlq7VHKxUV1KSpKawv73P8DZudhdfBx80MCmAXZf243+jftrPyYLC+CXX4BevYDVq6U+QlQoIzcDx+8cx9E7RxGZEIno5Ghk52dDX6UPZ0tneNp5on399ujm3g31rOrJHS4RVTNMgqoDPz8gIQGIjZVqDRTk0sNLAFA9Vo4vqAWaMaPEXVQqFQZ5DsKe63vwg/hBN018PXtKo8U++AAYMgRwcNB+mQoXEhuC7858h83hm5GWkwYnCyf4OfqhpVNLmBmaISc/Bw/THmLfjX344dwPAIDObp0xzm8cxvmNg6mhqcxXQETVAZOg6uDJ5TMUlgQFxwTD3swe9SwV/l94amqZtUAFBnsNxo/nf0R4fDh86/rqJr7Fi4Hdu6VEaPVq3ZSpQDce38BHhz7Cn+F/wt3aHe93eB8jfEfA2967xIQ0ISMBf1//G5vCNmHynsn4+PDHeLfdu5jaYSrMDM10fAVEVJ2wT1B14OEBmJsrsl/QpZhLaOHUQvmdon/7DUhLA957r8xduzfoDjNDM+3OHv1fdesCixYBa9YAgYG6K1ch8tX5WHxqMZr/3Bxn75/FymdW4vpb1zGn+xw0dWha6u+XvZk9xvuPx57Re3D9resY6TsS847Ng9cPXvg95HcIIXR4JURUnTAJqg709IDmzRWbBLV0UnhTWF4e8O23wIgR0npsZTAxMEHvhr11M1T+SS+/DHTuLI1cy87Wbdkyik+PR591fTD9wHRMbj0Z4W+EY2LLiTDUN6zwuRraNsTSgUsR8WYE2tdvj3HbxqH/+v64m3xXC5ETUXXHJKi68PdXXBL0OPMxopOjlZ8EbdsG3L5drlqgAoM9B+PU3VN4nPlYe3H9l54esGwZcOuWtOp8LXDp4SUErAhAWHwYAicE4pt+38DcyLzK521o2xB/jfgLe8fsRVhcGJr93Ax/hP6hgYiJqCZhElRd+PkB4eFATo7ckRQKjgkGALRwaiFrHKUSAvj6a6B7d6BVq3IfNtBzINRCjb3X92ovtuL4+kqLq372GXDvnm7L1rFjd46h2+puqGteFxdeu4BuDbqVfVAF9W/cH6GTQzHIcxBGbx2Nt/e+jZx85fwNEZG8mARVF35+QG6utI6YQgTHBMPUwBRedbzkDqVkZ85Ia4RVoBYIAOpZ1UMr51a6bxIDgNmzpaHzpYxiq+7239iPfr/3Q9t6bXHkpSNwtS67mbKybE1tsf659Vg6YCmWXViG7qu7IyYtRmvlEVH1wSSoumjeXPqqoCaxSzGX4OfoB309fblDKdlPP0kzbg8cWOFDh3gNwb4b+5Cbn6uFwEphbQ18+SWwYQNw8qRuy9aBE9EnMGzTMKnf1ejdsDCy0HqZKpUKb7Z9E8dePoaopCh0WNkBEfHKXY+PiHSDSVB1YW0NuLsrKwl6qPBO0QkJwJ9/SsPi9Sr+qz7YazCSspJw6u4pLQRXhgkTgDZtgLfekhbQrSEux1zG4A2D0b5+e/z5wp8wMTDRafnt67fH2VfPwtzQHJ1+64Rjd47ptHwiUhYmQdWJgpbPyMzNRGRCpLInSVyzRuoT9NJLlTq8lXMrOFk4Yde1XZqNqzz09KTJHS9dAlau1H35WnA/5T76r++PRnaNsGPUDp0nQAXcrN1wYuIJtHRuiT7r+mBH5A5Z4iAi+TEJqk4UlARdibuCfJGv3E7RajWwfDkwfHilZ2DWU+lhkOcg3c4X9KT27aUaoY8+AhIT5YlBQ7LysvDspmdhoGeAv0f/DStjK1njsTGxwd4xezG0yVA8v/l5bLqySdZ4iEgeTIKqEz8/4MEDqZlHZsExwdBT6aF53eZyh1K8wEDg+nVplfYqGOI1BFcfXcX1R9c1FFgFLVggjQicM0ee8jVACIFJuyYhNC4U20duh6OFo9whAQCM9I2w4fkNGOM3BqO3jsaqS6vkDomIdIxJUHVSsHxGaKi8cUDqFO1t763cNZqWLZOGm3fqVKXT9GrYC8b6xthzfY+GAqsgZ2dptNhPPynida+M5ReXY13IOqx8ZiUCXALkDqcIAz0DrBq6CpNaTcLEnRPx8/mf5Q6JiHSIa4dVJ40bAyYmUpNYjx6yhqLomaLj44Ht26X5gaq4nIeFkQV6ePTArmu78G77dzUSXoW9/ba00vw77wCHDlX5mnTpStwVTN0/FW+0fgOjm4+WO5xi6an08NOgn2BiYII3/n4DhvqGeLXVq0/v+OCBNN3CuXPAtWvAnTvSXE4ZGdLCvCqVNIDB2lqambxxY6BJE6BtWyAgADDjOmZESsMkqDoxMACaNZO9X5BaqBESG4Lnmz4vaxwl2rBB+kAaM0YjpxvsORjv7n8XyVnJsDax1sg5K8TISFr2Y+BAYOtW4HmF3vf/yMzNxItbXkRju8ZY3Hex3OGUSqVS4Zt+3yBXnYtJuybBUM8QE/zHAxcuSDOOb98ORPz/kPp69QAfH6BlS2DIEGlOJ1NTqR9acjKQlCQlSBcvAuvXS0mSvr40WefAgcDgwdL3lRixSESaxSSouvHzAy5fljWEW4m3kJGbAT9HP1njKNHq1dKHU506GjndYK/BmLJ3Cv65+Q9e8H1BI+essAEDgEGDpEkfBw6UPnQV7v1/3seNxzdw4bULym02fYJKpcL3A75HTmYaJu54GUYfzcKLe+9Jv0dDhgCffgp06ADUr1/+k+blAWFh0qSdgYFSMvvpp1IiNWYMMH681GxLRLLgvyLVjZ+f9KaalydbCKGxUt8URXaKvnwZCA6u9LD44rjbuKN53ebyzB79pCVLpCaZRYvkjaMcDt06hJ8u/ITFfRbDt241+ZB//Bh6c+Zi2cStGHcZGNf2PrZsmAXExACrVgEvvFCxBAiQam/9/aW5qjZulJpqAwOBYcOAX3+VanZbtwZ++01qUiMinWISVN34+UlvljduyBZCaFwo6pjWgZOFk2wxlGjNGmlIfP/+Gj3tYK/B+Pv638hXyzhxoacnMHWqNJt0dLR8cZQhLScNr+16Dd0bdMfkNlUbnacT2dnSPfXwABYvht6rr2Hld7cxovkojLrxJXbe/FtzZRkaSuvYLV0KPHwoNbU5OgKvvCL1I5o1C7h/X3PlEVGpmARVNwpYPiM0LhTNHZtDpbQOurm5wO+/A2PHSh82GjTEawgSMhJw9v5ZjZ63wmbNkjrefvCBvHGU4uNDHyMmLQa/DvkVeiqFv8X8/bf0NzVrllR7GBUFfP019F3dsPbZtRjaZChe+PMF7LuxT/NlGxlJNUJ79kgdrUePlibIbNgQeP114PZtzZdZzeXm5yI6ORoXHlzA0dtHsff6XmyL2Ibd13bjwM0DOH7nOMLjw/Eo4xHUQi13uFQNsE9QdWNvD7i4SEnQiBGyhBASG4L+jTRb06IR+/ZJzQ0TJmj81G3rtYW9mT12X9uNjq4dNX7+crO0BL76SrrGyZOlWgUFORF9Aj+c+wFf9/0ajewayR1OyR49AqZMkZqoevaUamT+0zfHQM8AG57fgOGbh+PZTc9iz+g96OnRUzvxeHoC330HzJ8P/PyzNLJx5Uqpz9BHH0nr39Uiufm5CHoYhEsxlxASG4LQuFDceHwDsWmxEBDlOoeBngFcLF3gVccL3nW80cS+CZrXbY4AlwCdrFdH1YNKCFG+36hqIiUlBdbW1khOToaVlbyz0mrNgAFSTcfOnTovOjM3ExYLLLB88PLihxHL6fnngVu3pKUmtGDC9gm49PASQibLPGu3Wi3Nf5SRIY1AMlDG/zI5+TnwX+YPGxMbnHj5hHIX1t2zB3j1ValZeelSqQamlFrNrLwsDN04FCeiT2D/2P3o7NZZ+zGmp0szni9cKE2OOm4cMHeutH5gDSSEQHh8OHZe3YnA24E4dfcU0nPTYaBngCZ1msDP0Q9edbxQ36o+6lvVh6O5I8yNzGFuaA5jA2Pk5uciOz8bWXlZSMhIQGxaLGLTY3E3+S6uPrqKq4+u4sbjG8jJz4GeSg8+Dj5o69IWHV07oqdHT3jYesh9C0iDKpIHKOPdkyrGzw/YJM80/+Hx4VALtfI6RSclAbt3SzMsa8lgz8FYe3kt7iTdgbuNjB9GBeuKtW0LrFgBvPGGfLE8YcnpJbj+6DqC/hekzAQoJweYPl2qcRkwQOqY7OJS5mEmBibYNnIbBm0YhIHrB+Lg+INoW6+tdmM1NwemTZNq+375Bfj8c2nqhzfekGqGKrkUjNJcjrmMP678gW2R23Dt0TWYG5qjq3tXzO42G93cu6GFUwsYGxhrpKw8dR4iEyJx7v45nLt/Dmfvn8Xqy6uhFmp42Higl0cv9GrYC30a9kEdM82MLKVqQNQwycnJAoBITk6WOxTt+f13IQAhkpJ0XvSqS6sE5kKkZqfqvOxS/fabECqVEPfva62I5KxkYTDPQCw9u1RrZVTIxIlC2NkJkZAgdyTibvJdYf65uXhn7ztyh1K86Ggh2rcXwtBQiO+/F0KtrvApUrNTRceVHYXNlzYi6EGQFoIsrfBUIebPF8LKSggLCyHmzBGimr7HJWYmih/P/ShaLW8lMBfCfqG9eGXHK2L31d0iMzdT57Fsj9gupuyZIpoubSowF0LvUz3RdVVXsejkInE14WrFTqhWC5GdLb1eaWlC5ORU6neNqqYieQCbw6qj0FCpNuj4caCzDqrmn/De/vew/ep23Hz7pk7LLVPfvlLH6MBArRbTe21vGOobYu+YvVotp1xiYwEvL6kj+I8/yhrKqL9G4cjtI7g65ao8E0qW5vBhqf+cuTmweTPQrl2lT5WclYw+6/rgVuItHHnpCJrVbabBQMvh0SNpJNvSpdIkjR9/LHWiNjHRbRyVcO3RNSw5vQRrLq9BTn4OBnsNxsSWEzHQcyAM9JTRKHE/5T7+vv43dl7biYO3DiIrLwtNbBpjiE07DBVe6BBrBP3ou9Lf3qNHwOPH0tfkZKmmMSfn6ZOqVFIneGNjaVCDrS1gZyd9rVNHqo2sX1+aO6p+felha1utZoZXmorkATpJgn788UcsWrQIMTEx8Pf3xw8//IC2bUuuTv7zzz/xySef4Pbt2/D09MRXX32FgQMHlqusWpEE5eZKb+jffqvzppC+6/rC3Mgc20Zu02m5pYqNld5IfvpJmo9Fi7498y1mHJyBhA8SYGlsqdWyyuWbb6SRYpcu/bu2nI4FRgWi59qeWDNsDcb7j5clhhL98ov0N9KjB/DHHxqZQDMxMxE91/bEg9QHOPbSMTSxb6KBQCvo3j1g3jxpfiEXF2mB3QkTFNM/7Emn7p7CwpMLsfPqTjiYO2BKmyl4LeA15U2xkZYGBAVJ/2SGhiIj/DIOpoVgp2sGdnsBsRaAQ4YKz8TaYGiWO3rrNYapnaP0O2VtLSU5BclOwejUgsQoJ0fqg5aUJCVOiYn/JlAPHkjTJTz5UWxhIS274ukpfX3yeycnJkhlqFAeoOVaKbFx40ZhZGQkfvvtNxEWFiZee+01YWNjI2JjY4vd/+TJk0JfX18sXLhQhIeHi1mzZglDQ0MRGhparvJqRXOYEEL4+wsxaZLOi3Va7CQ+OfyJzsst1dKlQhgY6KRZKCoxSmAuxKYrm7ReVrlkZwvRpIkQ3brJUu2ek5cjfH70EZ1WdhJqJVX75+UJ8d57UrPxG28IkZur0dPHpcUJnx99hMvXLuLGoxsaPXeFXL0qxIgR0nU2bizE+vXStSvAmbtnRJ+1fQTmQvj86CN+vfirzpu7SqRWCxEZKcSqVUL873/S+6mennQfDQ2FaN5ciNGjhfjiCyG2bhX5QRfFqfD9YsaBGcLrBy+BuRBmn5uJ5zY9J9YGrxWPMh5VLZ6cHKnJ9tQpITZvFmLRIun9vWdPIVxdpbgKHhYWQrRqJcSLLwoxd64Qf/whxMWLUhMcCSEU1hzWrl07tGnTBkuXLgUAqNVquLq64q233sKHH3741P4jR45Eeno6du/+d3be9u3bo0WLFli2bFmZ5dWKmiBAGjp7/Tpw+rTOioxPj0fdxXWxefhm+ZaPKE7nztJ/Ynt0s9J7q+Wt0MS+Cf54/g+dlFemffukjr5//AGMGqXTor8/+z2m7p+Ki5MuooVTC52WXaL0dGlJil27pFm233pLK/85x6TFoNvqbsjKy8Kxl47J21n+8mVg9mxpxKivr1RL9OyzstQYBD0MwuzA2dhzfQ98HXzxafdP8WzTZ+WfMyoxEThwQPp72bdPqn1RqaR14Nq3lx7t2gHe3mXOMxaZEIntkdux4+oOnLl3BvoqfXR174ph3sMwtMlQzf8uZGZKI1+vX5ceV69Kc0tdvQrExf27X7160qK9BQ8vL+mru7u0fp2MUrNTER4fjitxVxCZEInrj6+jo2tHTO80XeNlKWZ0WE5ODi5evIiZM2cWbtPT00Pv3r1xuoQP79OnT2PatGlFtvXr1w/bt28vdv/s7GxkZ2cX/pySklL1wKsDPz9pMU21WmcLMYbG/f9yGY4KGhkWHQ2cPAmsW6ezIp/1fhaLTi1Cdl62xkauVEn//sBzzwHvvgv06yf1J9CBlOwUzD82Hy+3eFk5CVBysrTGWnCwlBAMGqS1opwsnHBo/CF0XdUVPdf2xJEJR+Bq7aq18krl7w/s2CGtcP/JJ9J0ES1bAp99JiXIOkiGbifdxoyDM7A5bDM87Tyx/rn1GOk7Ur6Rgmq11Ly1bx+wd6+0fptaLSWJo0cDffpIiY91xfuwedt748POH+LDzh/iYepD7Ly6Ezuu7sAHBz7AO/veQQunFhjWZBiGeQ+Dn6Nf1SeWNTWV4i5unbnExH8TooLk6MQJaamXgqVYjI2lprQnE6OCh51d1WL7j6y8LEQmROJK3JXCR1h8GG4n3QYAqKBCA5sG8KrjBStj+SsqtJoEJSQkID8/H46OjkW2Ozo6IjIysthjYmJiit0/Jiam2P0XLFiATz/9VDMBVyd+ftJ/vFFROptILTQ2FMb6xmhs11gn5ZXLxo1Sp9ChQ3VW5LNNn8XsI7NxKOoQBnqWr6+a1n3/PdC0KfDhh9L8Mjqw+NRipOWkYW73uTopr0zx8VJCeOsWcPCg9AGnZfWt6uPwhMPosaYHOq/qjIPjDsKzjqfWyy1R27bA/v3AsWPSLNiDBgEBAdLUAM89p5U+Q6nZqVhwYgG+Of0N7EztsPKZlRjvP16ezs7x8cA//0iJz/790s9WVkDv3sCyZdLvh6tmE1VnS2f8r/X/8L/W/0NKdgr23diH7ZHbseTMEsw9Ohfu1u4Y5j0MfRv1RRe3LprvS2hrK9Vg/bfDv1ot/ZP4ZHJ09Sqwfj1w9+6/+9nbF02OPD2lfmbOzlL/I+Pi/9HLzc/F9cfXpSQnLgxX4qWE58bjG4WzdbtZu8HXwRcv+LyAZnWbwdfBF00dmsLM0Eyz96AKlNeLroJmzpxZpOYoJSUFrhr+JVekgk6wISG6S4LiQuHj4KOYkRwApCagwYOlmZR1xNfBF552ntgasVU5SVC9etIcSVOmSBPraXnUYExaDL4+/TXeafcO6ltVcFFRbbh/X/rP/tEj4MgRqWZERxrYNMDxl4+j99re6LKqCw6MOyB/bWnXrsDRo8ChQ9JospEjpeU43nsPePllqWahivLV+VgdvBofH/4YydnJmN5pOqZ3mq7b2Zjz86Xar717pcTnwgWp50zLltKEmP37Ax06aHwZnZJYGVthhO8IjPAdgZz8HBy9fRTbI7djS8QWfHf2O+ir9NHapTV6NOiBHh490KF+B+0NsNDTAxo0kB79+hV9Lj1dalZ7sgYpNBT46y8gNbXIrnl1bHGzcR2ENzBDWB01wiwzEWacgki9x8iFtJaik4EtfM3cMcCiGZp5DYWvjSd8bL1gbWwtLfadnw+k5wMpGcDVs9K2rCwp2QoI0M71l5NWP83s7e2hr6+P2NjYIttjY2Ph5FT8yAAnJ6cK7W9sbAzjEjJVbRFCyL9ulqOjNGFacLDU9q8DoXGh8HOUZwRSsSIjpev/5BOdFqtSqfCs97NYFbwK+ep85UwM+PrrUrPg//4njRYzMtJaUfOOzoOxvjFmdJqhtTLK7dYt6T/93FypBqSJ7kdr1beqj2MvH0O/3/uh2+pu2Dd2n/YnVCyLSiXdl969pZnFFy2S+kfNmQNMnAi89prURFIJgVGBmPbPNATHBGN089FY0GsB3KzdNHwBJXj4UKrl2bdPqvVJTJRqQ/r2Bd58U/rq7KybWEphpG+EPo36oE+jPlg6cCmuP76OwKhABN4OxKrgVfjy5JdQQQVve2+0qdcGrZ1bo7VLa/jW9dV+M5G5OdCihfT4f6nZqbj1+CZu3rmE8OiLCIu7gvCUW4jMfYAcJAIA7HIN4Jtigs7Renj9oQl8o7PgG5MP+4xEAIkAgisWx/jx0qLXMtJJx+i2bdvihx9+ACB1jHZzc8OUKVNK7BidkZGBXbt2FW7r2LEj/Pz8ZO8Yna/Oh+1XtljSbwleafWKRs9dKf37S//hPHGvtEUt1LBaYIVPu3+K9zq+p/XyymX+fGlZgfh4nc+TcubeGXRY2QFHXzqKru5ddVp2qUJCpP+s5syRmkO04Pqj6/D5yQdf9PwCH3SSeSHX8HCpBsjMTGoCk3lZiaSsJAxcPxChcaHYNHyTcmoKC9y6JTWdrlkjDdfu1QuYNAl45ply/Q3deHwDHxz4ANsjt6NdvXb4tv+3aF9fy82OWVlSH5cDB6SkJzhYSvDatJHeAwcMkL6XueNvRQghEJEQgTP3zuDCgws4/+A8LsdcRq46FwDgbOEMb3tvNKnTBA1tG8LF0gX1rOrBxdIFThZOsDCyKHdH83x1PlJzUpGQkYCHqQ8RkxaDmLQYPEx7iNtJt3Er8RZuJt5EQkZC4TF2pnbwdfCFj4MPfB184VtX+t7R3LFoBYAQ0vI9mZlFpwMoeOTnS02wBgbS66Ov/+/PJibSVADm5hq9t4CCOkYDwLRp0zBhwgS0bt0abdu2xbfffov09HS8/PLLAIDx48ejXr16WPD/yx2888476NatG77++msMGjQIGzduxIULF7BixQpth1omfT19GOgZID4jXu5QJAEBUuc3HYhKjEJ6brr81fxP2rJFagqTYaK4tvXawsXSBVsjtiorCfLzA95/X0oQn39e6iekYbMCZ8HJwglT2k7R+LkrJChIquZ3cpI+IEuoLdYlGxMbHBh3AKO3jsaQP4bg+/7f4822b8od1r8aNpTmF1uwQGr6WL5caiqztJQSoREjpJqU//xNpWSn4PNjn2PJmSVwtHDE+ufW48VmL2qnRjw/H7hyRWrK++cfqVkvK0t6ffv0kebF6tOnWi8dolKp4OPgAx8HH0xsOREAkJ2XjStxVxCREIGrCdJ6ZyfvnsSGKxuQkv30gB9zQ3NYGlvCwsjiqS4KOfk5SMtJQ2p2KjLzMp861kjfCE4WTnC3dkdTh6YY5DkIDW0bopFdIzS0bQgHM4fyvbYqlZTEaCGR0RWtJ0EjR45EfHw8Zs+ejZiYGLRo0QL79u0r7PwcHR0NvSdGN3Xs2BEbNmzArFmz8NFHH8HT0xPbt29Hs2Y6npm1BHXN6yIuPa7sHXUhIAD44gupeljL1b8hsdKioYpZM+zmTWlYsJZqO8qip9LDsCbDsC1yG5b0WyJ/8+iTZs+WVkUfPx44dUqj/SHO3z+PzWGb8dszv8HUsOr9SirtxAmp02+TJlKziIZHuFSFuZE5to7Yivf/eR9T9k7B9cfX8XXfr5XTbApIfYLGjZMeV69KM2lv3ix1mrWwALp3B3r3Rn6vHlidcw4fH56FlOwUzOo6C+93fF+zHVuTk6WE9uRJ6XU9fRpISZESsa5dpRFuffsCzZrV6EkCjQ2MEeASgACXp/vIpOWk4UHqAzxIfYCYtBikZqdKSU5OKlKzUws7Ihcw0DOApbElLI0sCxMlBzMHOFk4wcnCCTYmNsp6z5IRl82ooC6ruqCBTQOse1Z3Q7JLdPs24OEhLRyqxaHAADD/6Hx8d/Y7xH8Qr4w/nkWLpCaf+HjZ/gs5eOsg+qzrg4uTLqKVcytZYijRuXNAx45SQjR7tkZOKYRAr7W9EJceh8uvX5bvQ33/fqkfXNu2UlOwDjvFV9RP53/CW3vfQp+GffD7c7/D3sxe7pBKFx4uDbU/cADHo4/j3V55CHIBRsc54UurZ+Haops0EMPDQ0o8y/teIAQQEyONZo2KkjrkXr4sPW7flvaxtgY6dZIenTtLTVwa6MBNtY+imsNqGkXVBLm7S29EFy9qPQkKTwiHb11fZSRAgNQU1r+/rNWw3dy7wdbEFn+F/6W8JKhtW2ldqfnzgYEDgdatq3zKf27+g8Dbgdg5aqd8CdDWrdKEkH36SM05Cv+QfKPNG/Cq44UXt7yIlstbYvPwzejg2kHusErm44ObTsb4yDMYm8Py0NrcCyczuqLj/Xhg5y7gy5//3dfSUhqgYW0tPSz+f1SYENLw7LS0f5eISEj4d84aAKhbV2q6ff55aSRfy5bSpIU6mvOMqACToApyMHNAVGKU3GFIVCqpSeziRa0XFR4fjo71O2q9nHK5dw84exb4/XdZwzDUN8RzTZ/D5rDN+Lzn58pJEAvMmiXVEo4fL/2OVCFhUAs1Zhycgc5unTHYa7AGg6yAtWul4d3Dh0uj4LQ4+k2TejfsjeD/BWPkXyPRdXVXfNr9U0zvNF1ZU01AmvZg/tH5WBG0AnXN62L10NUY5z+uaAfcx4//rc2JipKSm6QkqUkrNVVKYvT0pI6v9eoBzZv/u1BogwZSDVKDBtLcPUQKoKy/wmpAUTVBANCqldSOr0V56jxcTbiKV1u+qtVyym3rVqmfy2CZPoyfMKrZKKy8tBIXH15Ea5eq17ZolKGhlCy0aiXND/PTT5U+1R+hf+By7GWcnHhSnmTvxx+lOZBeeUXqzFuNRgIBQD2regicEIg5R+bgk8BPsDViK1YPW637VeiLkZSVhMWnFmPJmSUw0jfC5z0/x5S2U4rv92NnJz1kntuFSFNY91hBdc3rIj4jHorpShUQINWMxGkvMYtKjEJ2fjZ8HHy0VkaFbNkizX1SienuNa17g+5wMHPApiub5A6leD4+0pDon38GNmyo1Cmy87IxK3AWhnkPQ0dXHdcGCiF1jJ0yRVoW5Jdfql0CVMBQ3xBf9PoCp185jcy8TLRa3gozD84sduSPLsSkxeDDgx/C/Vt3fHP6G7zT7h3cevsWpnearqgZfYm0iUlQBTmYOSAnP0e2N66ntPr/vihabBILiw8DAPjWLWbdGl2LjQWOH5f6EiiAgZ4BXvB5AZvCNj01QkMxXntNWlB00iQgIqLChy+7sAzRydH4oucXWgiuFEJIw/0/+QT49FPgm29qxOigtvXa4uKki/ioy0f47ux38PzBE8suLEN2XnbZB2vAlbgrmLx7Mhp82wA/nf8Jrwe8jlvv3MIXvb6Aralu1p0jUgomQRVU17wuACinSaxhQ8DGRqtJUHh8OGxNbOFo7lj2ztq2fbvU50CHa4WVZVSzUbibchdn7p2RO5TiqVTSuklublJ/mvT0ch+akp2Cz45/hoktJqKpg+bnHCpRXp607ME330g1WbNn14gEqICJgQnmdp+La29dQ79G/fDGnjfQ8PuGWHRyEZKzkjVeXlpOGtZdXofOv3VG85+bY1vkNnzS9RNET43GV32+gpOF/HMsEcmBSVAFOZhLE3QpZsJElUqqDQoK0loR4fHh8HHwUUbH361bgW7dpEX/FKKTWyfUs6yHjVc2yh1KySwspNFUd+5ItUL5+eU6TJZFUrOzpQn81qyR+jS99Zbuytax+lb1sfbZtQh/Mxz9G/XHx4c/htPXTnhxy4vYfW03MnIzKn3uuPQ4bAjdgOc2PQeHRQ4Yv308TAxM8OcLfyJ6ajQ+7voxbExsNHcxRNUQO0ZXkOJqggApCdq8WWunD48PV0an38RE4PBh4Lvv5I6kCD2VHkb4jsAfV/7Akn5LlDUp3pN8fICNG6VatOnTga+/LnX3JxdJrWdVTzcxJiZKq52fPi1N+DhkiG7KlZm3vTdWDl2J+T3nY93ldVhzeQ02XtkIY31jdHbrjHb12qGFUwt41vGEk4UT7M3soa+Sfs+SspKQkJGAuyl3ERYXhtC4UJy6e6qwGbuNSxvM6z4Pw32Gw8PWQ87LJFIcJkEVVMe0DlRQIT5dITVBgNQ5evFiabiqhmtI8tX5iEiIwHj/8Ro9b6Xs3CnVYOhowdiKGNVsFJacWYKjd46ip0dPucMp2eDB0rIJb78tLZ45eXKJu+p8kdRbt6T5ruLipGUwunTRTbkK4mLpghmdZ2B6p+mITIjE/pv7cfDWQay+vBoPTjwo83gjfSN423ujff32mNl5Jro36K67BJaoGmISVEH6evqoY1ZHWTVBBcNVg4Kk6eU16HbSbWTlZcHXQQGdordsATp0UMQK0f/VxqUNGtk2wu8hvys7CQKk5qUbN6QRVzY2wIsvPrXLtUfXsOLiCnzZ+0vddJY9fVqqobK2Bs6cATw9tV+mgqlUKjR1aIqmDk3xbvt3AUi1z7eTbuNh6kM8znwMtVBDLdSwMbGBg7kDXCxd0NC2oeLmHyJSMv61VIKDmYNy+gQB0jT2lpZS52gNJ0Hh8eEAIP/w+NRUaTHFL3Q8QqmcVCoVxvuPx6JTi/DDgB9gbqTwBQWXLJEmuRs3TppPaPjwIk/POjwLLpYuulkk9bffgDfekJZJ2LZNUf29lKSued3C5ngi0gx2jK4ExU2YqKcn9Qu6cEHjpw6PD4eVsRVcLF00fu4K2bNH6jD73HPyxlGK8f7jkZaThq0RW+UOpWx6elLyMWKEVBP0xBxC5+6fw5/hf2Jej3kwMTAp5SRVlJUlDd9/5RUpGTtwgAkQEekUk6BKcDBXWE0QIK0Vde6cxk8bnqCQkWFbt0rNfg0ayBtHKRrYNED3Bt2x5vIauUMpH319aSmK0aOlEWMLF0KopeUxfB18Mc5vnPbKjoyUFspctw5YuVKaBNFEiwkXEVExmARVQl0zhdUEAUC7dtLM0Q/K7jxZEWFxYfL3B8rMBP7+WzETJJZmgv8EHI46jDtJd+QOpXwMDIDVq6V1xmbMwP63B+LI7SP4sveX2hnlplZLo/tatpQW2Dx1Cpg4UfPlEBGVA5OgSnAwd1DW6DBASoIAaWFRDVELNSISIuTvD7R/vzTBXzVIgob7DIeZoRnWhayTO5TyU6mA+fORv/JXTBf/oEuCOQblNdR8OZcuAV27SstfTJok/Vww4zkRkQyYBFWC4tYPA4D69QEXF40mQdHJ0cjIzZA/CdqyBWjWDPDykjeOcrAwssDzPs9jzeU1yvr9KId1rfQRWldgcZA9VC1bSstVZGZW/cR37khJT0CANA9QYKBUG2TG9amISF5MgirBwcwBeeo8JGUlyR1KUe3aaTQJUsTIsJwcYNcuRXeI/q+JLSbixuMbOHL7iNyhlFtmbiZmHZ6FEb4j0PZgBPDhh8DChdJcQkuWVGipDQDSul+XLkmdnhs3lvp0LVkCBAcD3btr4xKIiCqMSVAlKHLWaEBKgi5cKPeSCGUJjw+HhZEFXK1cNXK+Sjl0CEhOrhZNYQW6undFU/um+PnCz3KHUm7fnf0Ocelx0iKppqbSgqVhYdKUC9OnA05O0giurVuBmJjiT5KeDpw4AcyZA7RoITV17d0LfPklcPs28M470nB8IiKF4DxBlfDk+mFN0ETmaJ7Qrp3U2TQ8HGjevMqnC4sPk39k2JYtUk2CBq5HV1QqFV5v/Tre++c9PEx9CGdL5U3u+KSEjAQsOLEAk1tPRiO7Rv8+0bgxsGoVMHeuNIpswwbg99+l5xwcAEdHaX6qrCxptvK7d6XnbG2BPn2Azz8H+veXOl8TESkQ350qQbE1Qa1bS/O/nD2rkaShYOFU2eTlATt2SE0qcg/Rr6Dx/uMx89BMrLy0ErO6zpI7nFJ9duwzACg5Tnd3qX/QJ59IIxDPnAEiIoDYWKn2x9RUSny8vKS+Wy1aSMPviYgUjklQJdiZ2kFPpae8EWIWFoCvr5QEvfpqlU4lhEB4fDiGNx1e9s7acvy4VMNQjZrCCtiY2ODFZi9ixcUVmNl5pmIXVb35+CZ+Ov8TPu3+aWENZ6nq139qdmkiouqKfYIqQU+lB3sze+XVBAEa6xx9L+Ue0nLS5K0J2rIFcHOTariqocmtJ+Nuyl3surZL7lBK9MGBD1DXvC7eaf+O3KEQEekck6BKUtz6YQXatZM6tKalVek0so8MU6ulTrjPPVftmsIKBLgEoJNrJ3x9+mu5QynWgZsHsC1yGxb3XQwzQw5XJ6Lah0lQJSlu/bAC7dpJCcTFi1U6TVh8GMwMzeBu466hwCrozBng4cNq2RT2pA86foAT0Sdw+u5puUMpIjc/F+/sewdd3LpgpO9IucMhIpIFk6BKUuT6YQDg4yP1Dapik1h4fDia2jeFnkqmX5EtW6Rh2R07ylO+hgxpMgRN6jTBolOL5A6liB/P/4irj67i+wHfy78uHBGRTJgEVZIi1w8DpFE5bdpIazJVgawjw4SQkqBnn5VGu1Vjeio9vNfhPWyP3I5rj67JHQ4AaVTjnCNzMKnVJLRwaiF3OEREsqnenzAyUuT6YQU6dwZOnpSSiUooGBkmWxIUFCQttVDNm8IKjPMfh7rmdfH1KWX0Dfrw4IfQV+ljfs/5codCRCQrJkGVVLB+mFqo5Q7laV26SEPLr16t1OEP0x4iOTtZviRoyxagTh2gWzd5ytcwEwMTTOswDb8F/4aoxChZYzkcdRirglfhy95fwt7MXtZYiIjkxiSokuqa14VaqPE487HcoTytfXupGen48UodHhYXBgDwdfDVZFTlU9AUNnRojZpp+M02b6KOaR3MOzZPthgyczMxadckdHXvildbVW0eKSKimoBJUCU5WTgBAGLSSlhHSU6WltKsvSdOVOrw8PhwmBiYoIFNA42GVS5hYcC1azWmKayAuZE5Pu7yMdZeXovIhEhZYvj06Ke4l3IPKwavkK/DOxGRgvCdsJIUnQQBUpNYJWuCwuPD4W3vLc8sx1u2AFZWQK9eui9byyYFTEI9y3r4JPATnZcd9DAIi08txqyus9DEXkHr3RERyYhJUCU5mjsCUHAS1LkzEBUF3L9f4UPDE2TsFL1lCzBkCGBsLE/5WmRsYIzPe36Ov8L/QmBUoM7KzcjNwOgto+Hn6IfpnabrrFwiIqVjElRJ5kbmsDCyQGxarNyhFK9zZ+lrBZvEhBAIiwuTpz/Q9etAaGiNawp70li/sejk2glv7X0Lufm5Oinzvf3vITo5Ghue3wAjfSOdlElEVB0wCaoCJwsn5dYEOTkBjRtXOAmKTY9FYlaiPDVBW7YAZmZAv366L1tHVCoVlg5cioiECCw9t1Tr5e26ugvLLi7D132/hre9t9bLIyKqTpgEVYGThRNi0hWaBAGV6hck65phW7YAAwdKiVAN1sKpBSa3noxPAj/Bzcc3tVbOjcc3MH77eAzxGoLXW7+utXKIiKorJkFVoOiaIEBqEgsJAZKTy31IeHw4jPSN0NC2oRYDK8atW8CFC8Dw4botVyZf9v4SjhaOGL99PPLV+Ro/f1pOGp7d9CwczByw9tm1XBqDiKgYTIKqwMlc4UlQ167SvDsVaBILjw9HkzpNYKCn4zl6Nm2SaoAGD9ZtuTKxMLLA2mFrcebeGXx+/HONnjtPnYdx28bhdtJtbB+1HTYmNho9PxFRTcEkqAqcLJyU2zEaABo1AlxdgUOHyn1IeHw4fOvK0Cl640bgmWcAc3Pdly2TTm6dMKfbHMw9Mhe7ru7SyDmFEJi8ezJ2Xd2Fjc9vlG+UHxFRNcAkqAocLRyRkJGgs1E+FaZSSfPtVCAJCosPg4+9jj84IyKkZruRI3VbrgLM6joLw7yHYczWMQiOCa7SuYQQ+ODAB/j10q9YNXQVBnkN0kyQREQ1FJOgKnCycIKAQHyGQhdSBYDevaUEI67sFe/j0+ORkJGg+9qDTZukCRL799dtuQqgp9LD2mfXool9E/Re2xuXYy5X6jx56jy8tus1fH36a/ww4AeM8x+n4UiJiGoeJkFVoPhZowGgZ0/p6+HDZe4qy8gwIaQkaNgwwMREd+UqiIWRBf4Z+w8a2DRAz7U9KzyRYmxaLAasH4DVwauxdthaTGk7RUuREhHVLEyCqqBaJEHOzoCPT7maxMLjw2GoZ4jGdo11ENj/CwkBIiOBUaN0V6YC2Zra4sC4A2jp1BJ91vXBvKPzkJ2XXeoxQghsDtuMFstbIDQ2FP+M+4c1QEREFcAkqArqmtcFAGV3jgakJrFyJkFedbxgqG+og6D+38aNgJ2dFGMtZ2tqi31j9+HDzh9i/rH58PnJBz+c/eGpJPtx5mOsu7wO7X5th5F/jUS7eu0Q/Howenr0lClyIqLqScfjoGsWI30j1DGto+yaIEDqHP3999JcPA1Lnv8nLD4MTR2a6i6ugqaw558HDHWYeCmYgZ4BPuv5GV5s9iLmHZuHqfun4u19b8PVyhV1zOogMTMR0cnREBDo3bA3Dow7gN4NmUASEVUGk6AqcrRwVH4S1K0boKcn1QaVkgSFx4frdmbhs2elRV5reVNYcXzr+mLT8E2ITYtF4O1AhMaGIjErETYmNvCq44VeHr3gau0qd5hERNUak6AqUvzSGQBgbQ20awfs3w+89lqxuzzKeITY9FjddopeuxaoX19K0qhYjhaOGNVsFEY1Y6JIRKRp7BNURYpfOqPAwIHAP/8AOTnFPh2REAFAhyPDsrOl/kBjxwL6+ropk4iI6AlMgqrIyVzhs0YXGDwYSE0tcQmN8Phw6Kv04WnnqZt49uwBEhOBcRzNRERE8mASVEXVpibI3x+oVw/YvbvYp8Pjw+FZxxPGBsa6iWftWqB1a2n4PhERkQyYBFWRo4UjkrOTkZmbKXcopVOppCaxPXuKfTosPkx3TWEJCVIc48frpjwiIqJiMAmqooIJE2PTq0GT2KBBwLVrwPXrTz0VHh+uuzXDNm6UvnJUGBERyYhJUBVVi1mjC/TqBRgbP1UblJSVhAepD3RXE7RqlVQr5eCgm/KIiIiKwSSoigprgqpD52gLC2ktse3bi2yOiNfhyLCLF4GgIODVV7VfFhERUSmYBFWRvZk99FX6eJD6QO5Qymf4cODYMeDhw8JN4fHh0FPpwauOl/bLX7FC6qA9YID2yyIiIioFk6Aq0lPpwdnSufokQcOGSfPybN1auCk8PhwNbRvC1NBUu2WnpgIbNki1QAacp5OIiOTFJEgDXCxdqk8SVLBY6Z9/Fm7S2ciwjRuBjAxg4kTtl0VERFQGJkEaUM+yHh6kVZMkCABeeKFIk5jORoYtXy41g7m5ab8sIiKiMjAJ0gAXSxfcT7kvdxjl90STWEp2Cu6m3IVvXV/tlnnunNQpetIk7ZZDRERUTkyCNKBaNYcBUpNY377A+vWITIgEoIORYUuWSCvYDxqk3XKIiIjKiUmQBtSzrIdHmY+QlZcldyjlN2ECcPo0wkMOQQUVvO29tVfW3btSH6R33+ViqUREpBhMgjTAxdIFAPAw9WEZeyrI0KGAnR3CT25HA5sGMDM0015ZS5dKcxS9/LL2yiAiIqogJkEaUM+qHgBUryYxY2NgzBiE3w+Gj31T7ZWTlibNDfTaa1IiREREpBBMgjSgoCbofmo16hwNABMnIsw6Bz4pRtor46efgPR04K23tFcGERFRJWg1CXr8+DHGjBkDKysr2NjY4JVXXkFaWlqpx3Tv3h0qlarI4/XXX9dmmFVmbWwNUwPT6lUTBCDdxxO3bQGf41e1VEA6sHix1AzGYfFERKQwWk2CxowZg7CwMBw4cAC7d+/GsWPHMKkcQ6Rfe+01PHz4sPCxcOFCbYZZZSqVCvWs6lW7JKhwZNixCODyZc0X8PPPQGIiMHOm5s9NRERURVpbuyAiIgL79u3D+fPn0bp1awDADz/8gIEDB2Lx4sVwcXEp8VgzMzM4OTmVq5zs7GxkZ2cX/pySklK1wCvJxdKl2jWHhceHAwCaGtcDvv1WWt1dUzIygEWLgJdeAho00Nx5iYiINERrNUGnT5+GjY1NYQIEAL1794aenh7Onj1b6rHr16+Hvb09mjVrhpkzZyIjI6PEfRcsWABra+vCh6urq8auoSLqWVa/mqDw+HC4WbvBcvK7wPr1wAMNxr94MZCUBHz0kebOSUREpEFaS4JiYmJQt27dItsMDAxgZ2eHmJiYEo8bPXo0fv/9dwQGBmLmzJlYt24dxo4dW+L+M2fORHJycuHj7t27GruGiqh2s0YDCE8IlyZJLBi59fnnmjnxvXvAV19J8wJ5eGjmnERERBpW4eawDz/8EF999VWp+0RERFQ6oCf7DDVv3hzOzs7o1asXbt68iUaNGj21v7GxMYyNjStdnqYUzBothIBKpZI7nHIJiwvD0CZDAWtrYMYM4JNPgPffr3riMnOmlFR9/LFmAiUiItKCCidB7733Hl566aVS92nYsCGcnJwQFxdXZHteXh4eP35c7v4+ANCuXTsAwI0bN4pNgpSinmU9pOemIzUnFVbGVnKHU6bM3EzcSrz173IZU6ZIS1t8/DGwYUPlT3zgAPD778CvvwJWyr8PRERUe1U4CXJwcICDg0OZ+3Xo0AFJSUm4ePEiAgICAACHDx+GWq0uTGzKIzg4GADg7Oxc0VB1qnCuoJT7sHJQ/of/1UdXISD+TYLMzYEvv5SGs0+cCPTuXfGTpqYCr74K9OwpnYOIiEjBtNYnqGnTpujfvz9ee+01nDt3DidPnsSUKVMwatSowpFh9+/fh7e3N86dOwcAuHnzJubPn4+LFy/i9u3b2LlzJ8aPH4+uXbvCz89PW6FqRHWbNbpwZJjDE7NFT5gAdOsGTJ4szfFTEUJIxz16JNUCVZMmQSIiqr20Ok/Q+vXr4e3tjV69emHgwIHo3LkzVqxYUfh8bm4url69Wjj6y8jICAcPHkTfvn3h7e2N9957D88//zx27dqlzTA1wtlCqqmqLsPkw+PD4WLpAhsTm383qlTA8uXAw4fA669LiU15/fSTNMLsl1/YGZqIiKoFrc0TBAB2dnbYUEr/kgYNGkA88UHr6uqKo0ePajMkrTE1NEUd0zq4l3JP7lDKJSw+7N+msCc1aSKt9TVmDBAQII3wKsuffwJvvy09XnxR47ESERFpg1aToNrG1doVd5PlGaJfUWFxYRjkOaj4J0ePBoKDgalTAUND4M03Sz7RunVS/59Ro4BvvtFKrERERNrABVQ1yM3aDdEp0XKHUaaM3AzceHwDzeo2K3mngnl+pkyRZn3+79xOMTFS8jN+PDB2LLBmDaCvr82wiYiINIo1QRrkauWKY3eOyR1GmSLiIyAg0Nyxeck7qVTSkHl/f2DaNOCPP6RO0/XrA9HRwNGjgKWl1HT26qvsCE1ERNUOa4I0yM3aDdHJyq8JuhJ3BQCK7xP0Xy+9BNy8KdUMGRkBYWHScPqvvwZu3JBmm2YCRERE1RBrgjTI1coVydnJSMlOUfSEiaFxofCw8YCFkUX5DrC1lZrGytNJmoiIqJpgTZAGuVm7AYDiO0dfibtSelMYERFRLcAkSINcraUV7JXeJBYaF4pmDqV0iiYiIqoFmARpkIulC/RUeribotyaoMeZj/Eg9QFrgoiIqNZjEqRBBnoGcLF0UXRNUFhcGACUPjyeiIioFmASpGFu1m6KrgkKjQuFoZ4hvOp4yR0KERGRrJgEaZirlauia4KuxF1BE/smMNI3kjsUIiIiWTEJ0jA3azdFjw67EncFzeuyPxARERGTIA1ztXLF3ZS7UAu13KE8RQghjQxjfyAiIiImQZrmZu2GnPwcxKfHyx3KUx6kPkBSVhKTICIiIjAJ0jglzxVUsFwGm8OIiIiYBGlc4azRChwhFhoXCnNDc7jbuMsdChERkeyYBGlYHdM6MDUwxZ2kO3KH8pQrcVfQrG4z6Kn4shMREfHTUMNUKhXcbdxxO+m23KE8hZ2iiYiI/sUkSAs8bDwQlRQldxhF5KnzEB4fziSIiIjo/zEJ0oKGtg0VlwRdf3QdWXlZaOHUQu5QiIiIFIFJkBZ42HggKjEKQgi5QykUHBMMAPB39Jc3ECIiIoVgEqQFHrYeSM9NR0JGgtyhFLocexlu1m6wNbWVOxQiIiJFYBKkBR42HgCgqCax4Jhg1gIRERE9gUmQFnjYSknQrcRbMkfyr8uxl9kfiIiI6AlMgrTAxsQGNiY2iEpURk1QbFosYtJiWBNERET0BCZBWqKkYfKXYy8DAGuCiIiInsAkSEuUNEw+OCYYFkYWhc10RERExCRIawqGyStBQadoLpdBRET0L34qaomHrQeik6ORr86XOxRcjr3M/kBERET/wSRISzxsPJCrzsX91PuyxpGZm4nIhEj2ByIiIvoPJkFa0tC2IQDg5uObssYRFh8GtVDD34k1QURERE9iEqQlHrYe0FPp4frj67LGERwTDD2VHhdOJSIi+g8mQVpipG8EDxsPXHt0TdY4gmOC4VXHC2aGZrLGQUREpDRMgrTIs46n7DVBFx9eRIBzgKwxEBERKRGTIC3ysvPC9UfyJUF56jwExwSjtUtr2WIgIiJSKiZBWuRZxxM3E2/KNkw+PD4cWXlZrAkiIiIqBpMgLfKq44Wc/BxEJ0fLUv6FBxegggotnVvKUj4REZGSMQnSIk87TwCQrXP0hQcX4G3vDQsjC1nKJyIiUjImQVrkZu0GI30j2TpHX3x4kf2BiIiISsAkSIv09fTRyLaRLDVBOfk5uBxzmUkQERFRCZgEaZlcw+TD4sKQnZ/NTtFEREQlYBKkZXINk7/48CL0VHpcM4yIiKgETIK0rIl9E0QlRSErL0un5V54cAE+Dj4wNzLXablERETVBZMgLfNx8IFaqHE14apOy+VM0URERKVjEqRlPg4+AKTV3HUlKy+LnaKJiIjKwCRIy2xMbFDPsh6uxF3RWZkXH1xErjoXHep30FmZRERE1Q2TIB3wreur05qgM/fOwNTAFH6Ofjork4iIqLphEqQDvg6+CIvTXRJ0+t5ptKnXBob6hjork4iIqLphEqQDzeo2w63EW8jIzdB6WUIInL53mk1hREREZWASpAO+Dr4QEIhMiNR6WXdT7uJB6gMmQURERGVgEqQDhSPEdNAkdvruaQBAB1cmQURERKVhEqQDlsaWcLN200nn6DP3zqChbUPUNa+r9bKIiIiqMyZBOuLr4IvQuFCtl3P63mm0r99e6+UQERFVd0yCdKSFUwsExwRrtYyM3AwEPQxCx/odtVoOERFRTcAkSEdaObfCg9QHiE2L1VoZZ+6dQa46F13du2qtDCIiopqCSZCOtHJuBQC4FHNJa2UcvX0UdqZ28K3rq7UyiIiIagomQTriYeMBa2NrBD0M0loZR+8cRVf3rtBT8WUlIiIqCz8tdUSlUqGlc0utJUFZeVk4c+8Murl308r5iYiIahomQTrUyqmV1pKgc/fPITs/m0kQERFROTEJ0qFWzq0QlRSFxMxEjZ/76O2jsDa25qKpRERE5cQkSIcCXAIAAOcfnNf4uQNvB6KLexfo6+lr/NxEREQ1EZMgHfKq4wU7U7vCpS00JS0nDSeiT6Bvw74aPS8REVFNprUk6PPPP0fHjh1hZmYGGxubch0jhMDs2bPh7OwMU1NT9O7dG9evX9dWiDqnp9JDh/odcPqeZpOgo7ePIledi36N+2n0vERERDWZ1pKgnJwcvPDCC5g8eXK5j1m4cCG+//57LFu2DGfPnoW5uTn69euHrKwsbYWpcx1dO+L0vdNQC7XGzrn/5n40sGkATztPjZ2TiIioptNaEvTpp59i6tSpaN68ebn2F0Lg22+/xaxZszB06FD4+flh7dq1ePDgAbZv366tMHWuQ/0OSMlOQXh8uMbOuf/mfvRt2BcqlUpj5yQiIqrpFNMnKCoqCjExMejdu3fhNmtra7Rr1w6nT5fcfJSdnY2UlJQiDyVrU68N9FX6OHX3lEbOdzvpNq49usamMCIiogpSTBIUExMDAHB0dCyy3dHRsfC54ixYsADW1taFD1dXV63GWVUWRhbwd/LHiegTGjnfvhv7oK/SRy+PXho5HxERUW1RoSToww8/hEqlKvURGRmprViLNXPmTCQnJxc+7t69q9PyK6NHgx44FHUIQogqn2vH1R3o4t4F1ibWGoiMiIio9jCoyM7vvfceXnrppVL3adiwYaUCcXJyAgDExsbC2dm5cHtsbCxatGhR4nHGxsYwNjauVJly6dOwD74+/TUiEiLg4+BT6fMkZyXj0K1DWNx3sQajIyIiqh0qlAQ5ODjAwcFBK4F4eHjAyckJhw4dKkx6UlJScPbs2QqNMKsOurh3gZG+EQ7cPFClJOjv638jV52LYd7DNBccERFRLaG1PkHR0dEIDg5GdHQ08vPzERwcjODgYKSlpRXu4+3tjW3btgGQFhh999138dlnn2Hnzp0IDQ3F+PHj4eLigmHDhmkrTFmYGZqhs1tnHLh1oErn2Ra5DQHOAXCzdtNQZERERLVHhWqCKmL27NlYs2ZN4c8tW7YEAAQGBqJ79+4AgKtXryI5Oblwn+nTpyM9PR2TJk1CUlISOnfujH379sHExERbYcqmT8M++OzYZ8jJz4GRvlGFj0/LScPf1//GzM4ztRAdERFRzacSmuidqyApKSmwtrZGcnIyrKys5A6nRJdjLqPF8hbYP3Y/+jaq+HIX6y6vw/jt43Hr7VvwsPXQQoRERETVT0XyAMUMka9t/Bz90NC2IbaEb6nU8WtD1qKre1cmQERERJXEJEgmKpUKz3k/h+1XtyNfnV+hY++l3MOhW4cw3m+8lqIjIiKq+ZgEyeh5n+cRlx6Ho3eOVui4VZdWwcTABMN9hmspMiIiopqPSZCM2tVrB087T/x26bdyH5OTn4OfL/yMcX7jOEEiERFRFTAJkpFKpcKrrV7FX+F/4XHm43Id81f4X3iY9hBvt3tby9ERERHVbEyCZDbBfwLyRT5WXVpV5r756nx8duwz9G/cH751fXUQHRERUc3FJEhmjhaOGOs3FotPL0Zmbmap+24I3YCIhAjM6z5PR9ERERHVXEyCFODjLh8jPj0eyy8uL3GflOwUzDw0E8O8h6FNvTY6jI6IiKhmYhKkAI3tGmNiy4mYc2QOHqQ+KHafD/75AMnZyfi237e6DY6IiKiGYhKkEF/1/gpmhmYY9dcoZOdlF3lu+YXlWBG0Aov7LIa7jbtMERIREdUsTIIUwtbUFltGbMG5++fQ9/e+uPTwEu6l3MOMAzPw+p7X8WabNzEpYJLcYRIREdUYWltAlSquo2tHHBp/CC9ueRGtVrQCAJgYmOCLnl/gw84fQqVSyRwhERFRzcEkSGE6uXXCjbdv4NidY0jLSUNH146oa15X7rCIiIhqHCZBCmSkb4TeDXvLHQYREVGNxj5BREREVCsxCSIiIqJaiUkQERER1UpMgoiIiKhWYhJEREREtRKTICIiIqqVmAQRERFRrcQkiIiIiGolJkFERERUKzEJIiIiolqJSRARERHVSkyCiIiIqFaqcQuoCiEAACkpKTJHQkRERLpW8PlfkA+UpsYlQampqQAAV1dXmSMhIiIiuaSmpsLa2rrUfVSiPKlSNaJWq/HgwQNYWlpCpVJp9NwpKSlwdXXF3bt3YWVlpdFzK01tudbacp1A7bnW2nKdQO25Vl5nzaPNaxVCIDU1FS4uLtDTK73XT42rCdLT00P9+vW1WoaVlVWN/wUtUFuutbZcJ1B7rrW2XCdQe66V11nzaOtay6oBKsCO0URERFQrMQkiIiKiWolJUAUYGxtjzpw5MDY2ljsUrast11pbrhOoPddaW64TqD3XyuuseZRyrTWuYzQRERFRebAmiIiIiGolJkFERERUKzEJIiIiolqJSRARERHVSkyCiIiIqFZiElQBP/74Ixo0aAATExO0a9cO586dkzskjVqwYAHatGkDS0tL1K1bF8OGDcPVq1flDksnvvzyS6hUKrz77rtyh6Jx9+/fx9ixY1GnTh2YmpqiefPmuHDhgtxhaVx+fj4++eQTeHh4wNTUFI0aNcL8+fPLtYiikh07dgxDhgyBi4sLVCoVtm/fXuR5IQRmz54NZ2dnmJqaonfv3rh+/bo8wVZRadeam5uLGTNmoHnz5jA3N4eLiwvGjx+PBw8eyBdwJZX1mj7p9ddfh0qlwrfffquz+DSpPNcaERGBZ555BtbW1jA3N0ebNm0QHR2tk/iYBJXTpk2bMG3aNMyZMwdBQUHw9/dHv379EBcXJ3doGnP06FG8+eabOHPmDA4cOIDc3Fz07dsX6enpcoemVefPn8fy5cvh5+cndygal5iYiE6dOsHQ0BB79+5FeHg4vv76a9ja2sodmsZ99dVX+Pnnn7F06VJERETgq6++wsKFC/HDDz/IHVqVpKenw9/fHz/++GOxzy9cuBDff/89li1bhrNnz8Lc3Bz9+vVDVlaWjiOtutKuNSMjA0FBQfjkk08QFBSErVu34urVq3jmmWdkiLRqynpNC2zbtg1nzpyBi4uLjiLTvLKu9ebNm+jcuTO8vb1x5MgRhISE4JNPPoGJiYluAhRULm3bthVvvvlm4c/5+fnCxcVFLFiwQMaotCsuLk4AEEePHpU7FK1JTU0Vnp6e4sCBA6Jbt27inXfekTskjZoxY4bo3Lmz3GHoxKBBg8TEiROLbHvuuefEmDFjZIpI8wCIbdu2Ff6sVquFk5OTWLRoUeG2pKQkYWxsLP744w8ZItSc/15rcc6dOycAiDt37ugmKC0o6Trv3bsn6tWrJ65cuSLc3d3FkiVLdB6bphV3rSNHjhRjx46VJyAhBGuCyiEnJwcXL15E7969C7fp6emhd+/eOH36tIyRaVdycjIAwM7OTuZItOfNN9/EoEGDiry2NcnOnTvRunVrvPDCC6hbty5atmyJX375Re6wtKJjx444dOgQrl27BgC4fPkyTpw4gQEDBsgcmfZERUUhJiamyO+vtbU12rVrV6PfmwokJydDpVLBxsZG7lA0Sq1WY9y4cfjggw/g6+srdzhao1arsWfPHnh5eaFfv36oW7cu2rVrV2rzoKYxCSqHhIQE5Ofnw9HRsch2R0dHxMTEyBSVdqnVarz77rvo1KkTmjVrJnc4WrFx40YEBQVhwYIFcoeiNbdu3cLPP/8MT09P7N+/H5MnT8bbb7+NNWvWyB2axn344YcYNWoUvL29YWhoiJYtW+Ldd9/FmDFj5A5Nawref2rTe1OBrKwszJgxAy+++GKNW3H9q6++goGBAd5++225Q9GquLg4pKWl4csvv0T//v3xzz//4Nlnn8Vzzz2Ho0eP6iQGA52UQtXOm2++iStXruDEiRNyh6IVd+/exTvvvIMDBw7oru1ZBmq1Gq1bt8YXX3wBAGjZsiWuXLmCZcuWYcKECTJHp1mbN2/G+vXrsWHDBvj6+iI4OBjvvvsuXFxcaty11na5ubkYMWIEhBD4+eef5Q5Hoy5evIjvvvsOQUFBUKlUcoejVWq1GgAwdOhQTJ06FQDQokULnDp1CsuWLUO3bt20HgNrgsrB3t4e+vr6iI2NLbI9NjYWTk5OMkWlPVOmTMHu3bsRGBiI+vXryx2OVly8eBFxcXFo1aoVDAwMYGBggKNHj+L777+HgYEB8vPz5Q5RI5ydneHj41NkW9OmTXU28kKXPvjgg8LaoObNm2PcuHGYOnVqja7pK3j/qS3vTcC/CdCdO3dw4MCBGlcLdPz4ccTFxcHNza3wvenOnTt477330KBBA7nD0yh7e3sYGBjI+h7FJKgcjIyMEBAQgEOHDhVuU6vVOHToEDp06CBjZJolhMCUKVOwbds2HD58GB4eHnKHpDW9evVCaGgogoODCx+tW7fGmDFjEBwcDH19fblD1IhOnTo9Nc3BtWvX4O7uLlNE2pORkQE9vaJvafr6+oX/bdZEHh4ecHJyKvLelJKSgrNnz9ao96YCBQnQ9evXcfDgQdSpU0fukDRu3LhxCAkJKfLe5OLigg8++AD79++XOzyNMjIyQps2bWR9j2JzWDlNmzYNEyZMQOvWrdG2bVt8++23SE9Px8svvyx3aBrz5ptvYsOGDdixYwcsLS0L+xRYW1vD1NRU5ug0y9LS8qm+Tubm5qhTp06N6gM1depUdOzYEV988QVGjBiBc+fOYcWKFVixYoXcoWnckCFD8Pnnn8PNzQ2+vr64dOkSvvnmG0ycOFHu0KokLS0NN27cKPw5KioKwcHBsLOzg5ubG95991189tln8PT0hIeHBz755BO4uLhg2LBh8gVdSaVdq7OzM4YPH46goCDs3r0b+fn5he9RdnZ2MDIykivsCivrNf1vcmdoaAgnJyc0adJE16FWWVnX+sEHH2DkyJHo2rUrevTogX379mHXrl04cuSIbgKUbVxaNfTDDz8INzc3YWRkJNq2bSvOnDkjd0gaBaDYx6pVq+QOTSdq4hB5IYTYtWuXaNasmTA2Nhbe3t5ixYoVcoekFSkpKeKdd94Rbm5uwsTERDRs2FB8/PHHIjs7W+7QqiQwMLDYv8sJEyYIIaRh8p988olwdHQUxsbGolevXuLq1avyBl1JpV1rVFRUie9RgYGBcodeIWW9pv9VnYfIl+daV65cKRo3bixMTEyEv7+/2L59u87iUwlRzadTJSIiIqoE9gkiIiKiWolJEBEREdVKTIKIiIioVmISRERERLUSkyAiIiKqlZgEERERUa3EJIiIiIhqJSZBREREVCsxCSIiIqJaiUkQERER1UpMgoiIiKhW+j9H80Qspgx2uwAAAABJRU5ErkJggg==" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 18 + "source": [ + "fig, axs = plt.subplots(1, 1)\n", + "fig.tight_layout(rect=[0, 0, 1, 0.95], pad=3.0)\n", + "fig.suptitle(\"$y''(t)=-y'(t) - 2 y(t) - 0.5 y(t-1)$\")\n", + "axs.plot(mon.ts, mon.x[:, 0], color='red', linewidth=1)\n", + "axs.plot(mon.ts, mon.y[:, 0], color='green', linewidth=1)\n", + "axs.set_title('$ih \\, f_y(t)=1; \\phi\\,dy/dt(t)=0$')\n", + "\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -1004,20 +1082,26 @@ }, { "cell_type": "code", + "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:05:28.219142Z", "start_time": "2025-10-06T04:05:28.215589Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:21.623973Z", + "iopub.status.busy": "2026-07-08T14:09:21.623824Z", + "iopub.status.idle": "2026-07-08T14:09:21.626512Z", + "shell.execute_reply": "2026-07-08T14:09:21.625765Z" } }, + "outputs": [], "source": [ "def eq(x, t, xdelay):\n", " delay = abs(t * xdelay(t - 0.9 * t) / 10) # a tensor with (1,)\n", " delay = delay[0]\n", " return xdelay(t - delay)" - ], - "outputs": [], - "execution_count": 19 + ] }, { "cell_type": "markdown", @@ -1031,90 +1115,90 @@ }, { "cell_type": "code", + "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:05:28.370332Z", "start_time": "2025-10-06T04:05:28.237463Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:21.628185Z", + "iopub.status.busy": "2026-07-08T14:09:21.628054Z", + "iopub.status.idle": "2026-07-08T14:09:21.728920Z", + "shell.execute_reply": "2026-07-08T14:09:21.727945Z" } }, + "outputs": [], "source": [ "delay1 = bm.TimeDelay(bm.ones(1), 30., before_t0=-1, dt=0.01)\n", "delay2 = bm.TimeDelay(-bm.ones(1), 30., before_t0=1, dt=0.01)" - ], - "outputs": [], - "execution_count": 20 + ] }, { "cell_type": "code", + "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:05:28.928281Z", "start_time": "2025-10-06T04:05:28.401371Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:21.730645Z", + "iopub.status.busy": "2026-07-08T14:09:21.730494Z", + "iopub.status.idle": "2026-07-08T14:09:22.216703Z", + "shell.execute_reply": "2026-07-08T14:09:22.215785Z" } }, - "source": [ - "case1 = delay_odeint(30., eq, args={'xdelay': delay1}, state_delays={'x': delay1}, dt=0.01)\n", - "case2 = delay_odeint(30., eq, args={'xdelay': delay2}, state_delays={'x': delay2}, dt=0.01)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/3000 [00:00:9: SyntaxWarning: invalid escape sequence '\\p'\n", "<>:6: SyntaxWarning: invalid escape sequence '\\p'\n", "<>:9: SyntaxWarning: invalid escape sequence '\\p'\n", - "C:\\Users\\adadu\\AppData\\Local\\Temp\\ipykernel_57168\\4293569716.py:6: SyntaxWarning: invalid escape sequence '\\p'\n", + "/tmp/ipykernel_8664/3820676065.py:6: SyntaxWarning: invalid escape sequence '\\p'\n", " axs[0].set_title('$\\phi(t)=-1$')\n", - "C:\\Users\\adadu\\AppData\\Local\\Temp\\ipykernel_57168\\4293569716.py:9: SyntaxWarning: invalid escape sequence '\\p'\n", + "/tmp/ipykernel_8664/3820676065.py:9: SyntaxWarning: invalid escape sequence '\\p'\n", " axs[1].set_title('$\\phi(t)=1$')\n" ] }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 22 + "source": [ + "fig, axs = plt.subplots(2, 1)\n", + "fig.tight_layout(rect=[0, 0, 1, 0.95], pad=3.0)\n", + "fig.suptitle(\"$y'(t)=y(t-delay(y, t))$\")\n", + "\n", + "axs[0].plot(case1.ts, case1.x, color='red', linewidth=1)\n", + "axs[0].set_title('$\\phi(t)=-1$')\n", + "\n", + "axs[1].plot(case1.ts, case1.x, color='red', linewidth=1)\n", + "axs[1].set_title('$\\phi(t)=1$')\n", + "\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -1166,13 +1259,21 @@ }, { "cell_type": "code", + "execution_count": 23, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:29.163348Z", "start_time": "2025-10-06T04:05:29.147480Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:22.352104Z", + "iopub.status.busy": "2026-07-08T14:09:22.351935Z", + "iopub.status.idle": "2026-07-08T14:09:22.356784Z", + "shell.execute_reply": "2026-07-08T14:09:22.355847Z" } }, + "outputs": [], "source": [ "delay = bm.TimeDelay(bm.zeros(1),\n", " 2.,\n", @@ -1185,61 +1286,59 @@ "\n", "dt = 0.01\n", "integral = bp.sdeint(f, g, state_delays={'x': delay})" - ], - "outputs": [], - "execution_count": 23 + ] }, { "cell_type": "code", + "execution_count": 24, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:29.863517Z", "start_time": "2025-10-06T04:05:29.188906Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:22.358148Z", + "iopub.status.busy": "2026-07-08T14:09:22.358017Z", + "iopub.status.idle": "2026-07-08T14:09:23.197975Z", + "shell.execute_reply": "2026-07-08T14:09:23.197137Z" } }, - "source": [ - "runner = bp.IntegratorRunner(integral,\n", - " monitors=['x'],\n", - " dt=dt)\n", - "runner.run(100.)\n", - "\n", - "plt.plot(runner.mon.ts, runner.mon.x)\n", - "plt.show()" - ], "outputs": [ { "data": { 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 24 + "source": [ + "runner = bp.IntegratorRunner(integral,\n", + " monitors=['x'],\n", + " dt=dt)\n", + "runner.run(100.)\n", + "\n", + "plt.plot(runner.mon.ts, runner.mon.x)\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -1298,13 +1397,21 @@ }, { "cell_type": "code", + "execution_count": 25, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:30.345660Z", "start_time": "2025-10-06T04:05:29.873484Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:23.199868Z", + "iopub.status.busy": "2026-07-08T14:09:23.199714Z", + "iopub.status.idle": "2026-07-08T14:09:23.793947Z", + "shell.execute_reply": "2026-07-08T14:09:23.793065Z" } }, + "outputs": [], "source": [ "dt = 0.05\n", "delay = bm.TimeDelay(bm.asarray([19.00001]), 0.74, before_t0=19., dt=dt)\n", @@ -1314,66 +1421,64 @@ " inits=[19.00001],\n", " num_memory=500,\n", " state_delays={'y': delay})" - ], - "outputs": [], - "execution_count": 25 + ] }, { "cell_type": "code", + "execution_count": 26, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:31.017776Z", "start_time": "2025-10-06T04:05:30.350149Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:23.795788Z", + "iopub.status.busy": "2026-07-08T14:09:23.795643Z", + "iopub.status.idle": "2026-07-08T14:09:24.219846Z", + "shell.execute_reply": "2026-07-08T14:09:24.219183Z" } }, - "source": [ - "_mon_f = lambda s: delay(s['t'] - 0.74)\n", - "\n", - "runner = bp.IntegratorRunner(integral,\n", - " inits=bm.asarray([19.00001]),\n", - " monitors={'y(t-0.74)': _mon_f, 'y': 'y'},\n", - " dt=dt)\n", - "runner.run(100.)\n", - "\n", - "plt.plot(runner.mon['y'], runner.mon['y(t-0.74)'])\n", - "plt.xlabel('y(t)')\n", - "plt.ylabel('y(t-0.74)')\n", - "plt.show()" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/2000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 26 + "source": [ + "_mon_f = lambda s: delay(s['t'] - 0.74)\n", + "\n", + "runner = bp.IntegratorRunner(integral,\n", + " inits=bm.asarray([19.00001]),\n", + " monitors={'y(t-0.74)': _mon_f, 'y': 'y'},\n", + " dt=dt)\n", + "runner.run(100.)\n", + "\n", + "plt.plot(runner.mon['y'], runner.mon['y(t-0.74)'])\n", + "plt.xlabel('y(t)')\n", + "plt.ylabel('y(t-0.74)')\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -1396,13 +1501,21 @@ }, { "cell_type": "code", + "execution_count": 27, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:31.479406Z", "start_time": "2025-10-06T04:05:31.040732Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:24.221347Z", + "iopub.status.busy": "2026-07-08T14:09:24.221192Z", + "iopub.status.idle": "2026-07-08T14:09:24.574989Z", + "shell.execute_reply": "2026-07-08T14:09:24.573997Z" } }, + "outputs": [], "source": [ "dt = 0.001\n", "tau = 0.009\n", @@ -1425,79 +1538,83 @@ " inits=[0.2, 0., 0.5],\n", " num_memory=500,\n", " state_delays={'x': xdelay, 'z': zdelay})" - ], - "outputs": [], - "execution_count": 27 + ] }, { "cell_type": "code", + "execution_count": 28, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:49.521536Z", "start_time": "2025-10-06T04:05:31.490008Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:24.576875Z", + "iopub.status.busy": "2026-07-08T14:09:24.576735Z", + "iopub.status.idle": "2026-07-08T14:09:30.117212Z", + "shell.execute_reply": "2026-07-08T14:09:30.116437Z" } }, - "source": [ - "runner = bp.IntegratorRunner(integral,\n", - " inits=[0.2, 0., 0.5],\n", - " monitors=['x', 'y', 'z'],\n", - " dyn_vars=xdelay.vars() + zdelay.vars(),\n", - " dt=dt)\n", - "runner.run(100.)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/100000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 29 + "source": [ + "fig = plt.figure()\n", + "ax = plt.axes(projection='3d')\n", + "plt.plot(runner.mon.x[:, 0], runner.mon.y[:, 0], runner.mon.z[:, 0])\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -1522,13 +1639,21 @@ }, { "cell_type": "code", + "execution_count": 30, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:52.508168Z", "start_time": "2025-10-06T04:05:52.043738Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:30.239762Z", + "iopub.status.busy": "2026-07-08T14:09:30.239625Z", + "iopub.status.idle": "2026-07-08T14:09:30.667903Z", + "shell.execute_reply": "2026-07-08T14:09:30.666898Z" } }, + "outputs": [], "source": [ "dt = 0.01\n", "tau = 4.\n", @@ -1548,82 +1673,86 @@ " inits=[60, 10, 10, 20],\n", " num_memory=500,\n", " state_delays={'d': delay})" - ], - "outputs": [], - "execution_count": 30 + ] }, { "cell_type": "code", + "execution_count": 31, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:54.303410Z", "start_time": "2025-10-06T04:05:52.514195Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:30.669584Z", + "iopub.status.busy": "2026-07-08T14:09:30.669437Z", + "iopub.status.idle": "2026-07-08T14:09:32.017481Z", + "shell.execute_reply": "2026-07-08T14:09:32.016577Z" } }, - "source": [ - "runner = bp.IntegratorRunner(integral,\n", - " inits=[60, 10, 10, 20],\n", - " monitors=list('abcd'),\n", - " dyn_vars=delay.vars(),\n", - " dt=dt)\n", - "runner.run(200.)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/20000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 32 + "source": [ + "plt.plot(runner.mon.ts, runner.mon.a, label='a')\n", + "plt.plot(runner.mon.ts, runner.mon.b, label='b')\n", + "plt.plot(runner.mon.ts, runner.mon.c, label='c')\n", + "plt.plot(runner.mon.ts, runner.mon.d, label='d')\n", + "plt.legend()\n", + "plt.xlabel('Time [ms]')\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -1684,13 +1813,21 @@ }, { "cell_type": "code", + "execution_count": 33, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:54.862383Z", "start_time": "2025-10-06T04:05:54.626322Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:32.196325Z", + "iopub.status.busy": "2026-07-08T14:09:32.196188Z", + "iopub.status.idle": "2026-07-08T14:09:32.416510Z", + "shell.execute_reply": "2026-07-08T14:09:32.415808Z" } }, + "outputs": [], "source": [ "dt = 0.01\n", "tau = 3.1416\n", @@ -1710,79 +1847,83 @@ " inits=[f(0.)],\n", " num_memory=500,\n", " state_delays={'x': delay})" - ], - "outputs": [], - "execution_count": 33 + ] }, { "cell_type": "code", + "execution_count": 34, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:55.404420Z", "start_time": "2025-10-06T04:05:54.867798Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:09:32.418639Z", + "iopub.status.busy": "2026-07-08T14:09:32.418496Z", + "iopub.status.idle": "2026-07-08T14:09:32.910704Z", + "shell.execute_reply": "2026-07-08T14:09:32.910060Z" } }, - "source": [ - "runner = bp.IntegratorRunner(integral,\n", - " inits=[f(0.)],\n", - " monitors=['x'],\n", - " dyn_vars=delay.vars(),\n", - " dt=dt)\n", - "runner.run(100.)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/10000 [00:00" - ], - "image/png": 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" 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"cell_type": "code", + "execution_count": 1, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:51.754112Z", "start_time": "2025-10-06T04:05:47.308688Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:19:37.030776Z", + "iopub.status.busy": "2026-07-08T14:19:37.030622Z", + "iopub.status.idle": "2026-07-08T14:19:40.618138Z", + "shell.execute_reply": "2026-07-08T14:19:40.617427Z" } }, - "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -50,7 +56,14 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -132,13 +145,21 @@ }, { "cell_type": "code", + "execution_count": 2, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:05:51.764674Z", "start_time": "2025-10-06T04:05:51.756622Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:19:40.620075Z", + "iopub.status.busy": "2026-07-08T14:19:40.619854Z", + "iopub.status.idle": "2026-07-08T14:19:40.622781Z", + "shell.execute_reply": "2026-07-08T14:19:40.622010Z" } }, + "outputs": [], "source": [ "a, b, c = 35, 8 / 3, 80\n", "\n", @@ -148,19 +169,40 @@ " dy = c * x - y - x * z\n", " dz = -b * z + x * y\n", " return dx, dy, dz" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:06:20.129206Z", "start_time": "2025-10-06T04:05:51.792867Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:19:40.624286Z", + "iopub.status.busy": "2026-07-08T14:19:40.624166Z", + "iopub.status.idle": "2026-07-08T14:20:01.621585Z", + "shell.execute_reply": "2026-07-08T14:20:01.620675Z" } }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "aa3e588492944acfa9ff11218a3b2fe5", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/50000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 4 + "source": [ + "plt.figure(figsize=(10, 8))\n", + "plt.plot(runner.mon.x, runner.mon.y)\n", + "plt.show()" + ] }, { "cell_type": "code", + "execution_count": 5, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:06:20.523830Z", "start_time": "2025-10-06T04:06:20.434986Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:01.706153Z", + "iopub.status.busy": "2026-07-08T14:20:01.706012Z", + "iopub.status.idle": "2026-07-08T14:20:01.779068Z", + "shell.execute_reply": "2026-07-08T14:20:01.778015Z" } }, - "source": [ - "plt.figure(figsize=(10, 8))\n", - "plt.plot(runner.mon.x, runner.mon.z)\n", - "plt.show()" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 5 + "source": [ + "plt.figure(figsize=(10, 8))\n", + "plt.plot(runner.mon.x, runner.mon.z)\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -299,13 +327,21 @@ }, { "cell_type": "code", + "execution_count": 6, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:06:20.534389Z", "start_time": "2025-10-06T04:06:20.528289Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:01.780633Z", + "iopub.status.busy": "2026-07-08T14:20:01.780498Z", + "iopub.status.idle": "2026-07-08T14:20:01.783177Z", + "shell.execute_reply": "2026-07-08T14:20:01.782433Z" } }, + "outputs": [], "source": [ "a, b, c = 10, 28, 8 / 3\n", "\n", @@ -315,19 +351,40 @@ " dy = x * (b - z) - y\n", " dz = x * y - c * z\n", " return dx, dy, dz" - ], - "outputs": [], - "execution_count": 6 + ] }, { "cell_type": "code", + "execution_count": 7, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:06:44.366323Z", "start_time": "2025-10-06T04:06:20.562273Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:01.784477Z", + "iopub.status.busy": "2026-07-08T14:20:01.784355Z", + "iopub.status.idle": "2026-07-08T14:20:17.038024Z", + "shell.execute_reply": "2026-07-08T14:20:17.037246Z" } }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "62e75c58cec846be865dd76aeda89f47", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/50000 [00:00" - ], - "image/png": 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Y7o5pkR6YFO4Ge4kV+9zFkgZ8fzQHf6aWsK+dM8Qbz86MgLejdTf+y/Sso5mVWPpjAhxtrJDwwtTrutsfhSBCCCGEENItappUeHxzCtv9bfEwP7x6axQkVj2//E2rY3A8qwpbzhRi34VyqLQ6AIBIyMfkcHcM9pNCp2NwKqcGCXk1UGl0nNdLrPgY5C3FQC8HhLjZIsTdDoEutvBwkHTpw7xKo0NhrRw5lU24UFKP5II6pBTUQqZoCVkSKz5ujvbGkhF+GOrvxC6dK6yR4/MDmdieXASGAaytBHj+pggsHRlw3e+xAfQ/g5HvHEClTIkflsVjaqRHb99SmygEEUIIIYSQq3a+uB4rf0lCcV0zrK0EePO2QZgf59vj79uo1GBrYiHWnchDQY2cPR7l7YBoHykkVgIk5NbgYim3W5u7vRijQlwwIsgFQwMcEepmx1mu1p20OgZnC+uw72I5/r1YhhyTZXmDfBywanIYpkV6sEEnrager++6gMS8WgDAuDBXvH/7YHhJr/+q0Bu7LuLHY7mYPdgLXy4Z2tu30yYKQYQQQggh5Kr8llSEF3amQanRIdDFBmuWxiPcs2e7vxXVyvHziTxsTiiEzLCUzUEixKgQF4iEAmSUNeByeSN7Pp8HxAc465ejRbgjxM22V6orDMMgpbAOm04X4K9zJVCo9RWpKG8HvHjTQIwOdQWgn1O0/mQe3tmTDqVGBxdbEb5dGnfdNxxILazDnK+Ow0YkQMrL03qlCUZnUAgihBBCCCFXRKXR4c2/L2L9yXwAwOQId3yyaAik1lYdvPLKnS+uxzeHs7EnrRTGrTc+jtbwdpSAYYCkglq265pIyMfEAW6YHuWJSeFu110b6pomFb4/moP1J/LYmUS3xHjjpZsHwsNBP0Moq6IRqzal4GJpA6wEPLwxZxAWD/fvzdtul86wJK5CpsQv9w7HuDC33r4liygEEUIIIYSQLqtoUOCRjcnskq3Hp4Th8Slh4PN7prqSWliHL/7LxP5LFeyxIFdbiIV8lNYrUN+sZo8PC3TCvKG+uCnaq0cDWXepaVLhs/2X8cupfOgYwF4sxNvzotluenKVBk9vO4e/00oBAE9OHYBVU0Kv231Cz24/hy1nCrF8dCBevTWqt2/HIgpBhBBCCCGkS5ILavHgL0mokClhLxbi08VDMGVgz2yCTy6oxecHMnEooxKAvrW1q50YNiIBCmvknGrQgnhfzI31QYCLbY/cS087X1yPF38/j9TCOgDAgjhfvDYnCjYiIRiGwaf7M/HZgUwAwCOTQvDU9PDrMgj9c6EMK39Jgr+zDQ4/PfG6vMfOZgPhNbwnQgghhBByndqRXITndqRBpdFhgIcd1iyNR5Br94eOCyX1eH9vBg5frmSPCfk88Pk8VMqU7LExoS64e1Qgpgz0gKCHqlDXyiAfKX57cBQ+P5CJLw5mYVtSES6WNuCn5cPg4SDBk9MGwF4ixJt/X8JXB7MBAE/PiOjluzY3NtQVIgEfBTVyZFc2IdT92rVH724UggghhBBC+jGdjsH7/2Tg28P6D9/TIj3wyaIhsBN378fEwho5Pvo3A7+fLTF7TqNjAB0DW5EA8+N8sWxUAELde7YBw7UmFPCxeno4RoW44tGNybhQ0oDbvjqOH+8ehkhvB9w3LhgiIR8v/3EBXx3MhqfUGktHBvT2bXPYioUYHuSMY1lVOJpZ2adD0PU76YgQQgghhPSoRqUGD/xyhg1Aj0wKwZq74ro1ANU0qfD6Xxcx5aPDFgMQADjbivDU9AE48fwUvD5n0A0XgEyNCnHB74+MQYibLUrrFVj03UmcK6oDACwbFYjV0wYAAF754zz2XSzvxTu1bGSwvotdYl5NL9/J1aEQRAghhBDSDxXWyDH/6xPYf6kCIiEfny0egqdnRHRbAwSVRoc1h7Mx4f2D+Ol4Ljvk1JS3VIJXbonE8Wcn49HJYX2i2UF38HO2wY6HxiA+wAkyhQZ3/XAa54vrAQCPTQ7F4mF+0DHAk1vOIreqqYOrXVvGVt4JubXoy60FKAQRQgghhPQzp3OqMeer48gol8HNXoytK0dhzhCfbrv+f+nlmPHpEbyzJ52d9WPKz9ka788fjENPT8I9Y4JgLbo+Z870JKmNFdatGI64ACc0KDS484fTyKpoBI/Hwxu3DcLwIGc0KjV4eEMyFGptb98uK8bPESIBH1WNSuRVyzt+wXWKQhAhhBBCSD+yJbEAd/14GjVNKkT7SPHno2MwxM+xW66dXdmI5WsTsGLdGYsVDHd7Md64bRAOrJ6IhcP8IBL274+idmIh1t0zDEP8HFHfrMa9PyeitkkFKwEfX9wRCxdbES6VNuD1XRd7+1ZZEisBYvykAICE3Opevpsr179/8wghhBBC+gmtjsEbuy7i2d/SoNYyuHmwF7auHAUvqfVVX7tJqcE7uy9h5qdH2JbXphxtrPDCTRE4/PQkLB0Z0O/Djyl7iRV+uDsevk7WyK+WY+WvSVBpdPBwkODTxUMAABtPF+BYZlXv3qgJ45I44yypvoh+AwkhhBBCbnDNKi0e+jUJPx7LBQCsnjYAX94R2y3L0A5cKsf0T45gzZEcqLXcPSJiIR+PTgrF0Wcm4YHxIf1y2VtnuNqJ8dPyYbAXC5GQW4OP/s0AAIwLc8OyUfoOcc/vPAe5ynxpYW8wVg6N+5j6IgpBhBBCCCE3sEqZEou/O4l/L5ZDJNQvs1o1JeyqB12W1Svw4C9JuPfnMyiuazZ7fs4Qb/z31EQ8NSMc9pL+0fDgagzwsMeHC2MAAGuO5OCIYY7SMzMj4C2VoLCmGZ/su9ybt8iK8tEvh8uqaIRSc/3sV+oKCkGEEEIIITeorAoZ5n59HKlF9XC0scKG+0bglhjvq7qmVsdg3fFcTP34MPZeKDN7PtbfETseHo3PFsfCx/Hql9r1JzOiPNnZQKu3nkV1oxJ2YiHemhsNAFh7PO+66BbnLZVAam0FjY5BZnljb9/OFaEQRAghhBByAzqZXY15X59AUW0zAl1ssPPhMexejiuVVdGI2789gVf/uojGVl3f3O3F+GzxEOx4aDSG+jtd1fv0Zy/ePBADPOxQ1ajC27vTAQCTItwxMdwNGh2D9/em9/IdAjweD1HeDgCAiyUNvXw3V4ZCECGEEELIDWZHchGW/XQaDQoN4gKcsOPhMQhytb3i62l1DL47ko2bPj+KlII6znMCPg/3jg3Cgf9NwJwhPle9zK6/k1gJ8O78weDxgN+Si3AiW98Q4flZA8HnAXvOl+HMdTCoNNLLEIJKKQQRQgghhJBexDAMPtufidVbU9kOcBvuGwFnW9EVXzO7shELvj2Bt3enQ6XhDjyNC3DCrsfG4v9mR9K+n2401N8Jd43QL4t76ffzUGl0CPe0x6JhfgCAT/b3/t6gSEMl6BKFIEIIIYQQ0lvUWh2e3n6O/YD84IQQfLE4FhKrK+vIptUx+P5IDm767CiSW1V/nGys8P7tg7Ft5SgMNFQESPd6emY4XO3EyKlswpYzhQCARyaFQsjn4XhWNVIL63r1/oLd7AAAedW9v0fpSlAIIoQQQgjp45qUGtz78xlsTyqCgM/DW3MH4blZEeDzr2xpWk5lIxauOYm3dl+CslX1Z/ZgL+xbPQEL4/2u+PqkYw4SKzw+JRQA8PmBTMhVGvg62eDWIfrGFt8cyu7N20Ogiw0AoLxBed207u4KYW/fACGEEEIIuXLVjUqsWJeI1KJ6WFsJ8PWdQzEpwv2KrsUwDDYmFOCNXRehUHPDj7u9GG/cNggzojy747a7hUyhhkyhgUKthUKtY9s1S6wEsLYSwMlWBAeJsM/uU1o0zB/fH81FQY0cPx3LxaOTw/DQhBDsSC7GPxfLkFPZyFZkrjVHGxEcbaxQJ1cjr0rOLo/rKygEEUIIIYT0UYU1ciz7KQG5VU1wsrHCT8uHIfYKO7PVNKnw7G/nsO9iudlzC+N98eJNkZDaXPt9P3VyFS6VypBe1oDL5TIU1TajrF6B0nqFWYc6S8RCPrykEoS42SHUww6DvKWID3SCl/T6b98tEvKxetoAPLHlLH48lot7xwYjzMMekyPc8V96BTYlFODFmyN77f4CXWxxVl6HvOomCkGEEEIIIaTnXSxpwN1rE1ApU8LH0Rrr7x2OkCusChzNrMT/tqaiQqbkHPdxtMa786MxLsytO265Qzodg8yKRpzOrcbpnBokF9SitF7R7mtEQj7EQj4kVgJIrPhgGECh1qFZpUGTSgulRoe8ajnyquU4kF7Bvs7P2RpTIjwwLdIDI4KcIRRcn7tEZg/2wkf7MlBY04ztyUVYOjIAS4b747/0CmxPKsJTM8IhFl7Zvq+rFehig7OFdX1yXxCFIEIIIYSQPuZEdhVWrk+CTKlBhKc9fl4xHB4Oki5fR6nR4oO9GfjhWK7Zc0tHBuC5WRGwFffsx8WaJhUOplfgQHo5TmZXo1auNjvH18kaA70cEOFpD39nG3g7WsNTKoGXVAIbUdv3p1BrUdGgRHFdM7IqG3G5TIazhXW4UFKPwppmrDuRh3Un8uBmL8aCOF8sHuYPf8Nel+uFUMDHvWOC8OpfF/Hj0RwsGe6PieFu8JJKUFqvwD8XynHrVQ7AvVIBLvq26wXV8l55/6tBIYgQQgghpA/5+1wpntxyFiqtDsODnPH9snhIrbu+TC2rQoZVm86azXlxsxfjg9sHY2L4le0r6oyiWjl2p5Vi/8UKnMmvgY5pec7aSoC4ACeMCHJGjJ8j7CRCVMmUyK1qQkGNHNmVjahtUqNWrkJDsxoMAL5hz4+Az4OjjRWcbETwcBAjwMUWQa62iPJ2wMhgZ3ZvUKNSg1PZ1dh3sRz7LpWjUqbE14ey8e3hbNwS441HJoVigId9j33/XbUg3g+f7M9EXrUc/6VXYFqkBxbG++GzA5nYdqaw10KQl1QfvMsb2q/WXY8oBBFCCCGE9BHrT+bhlT8vgGGAmVGe+HTxkC63wGYYBlsSC/HKnxfMOr/NjPLE2/Oir2quUFvq5WrsPl+KncnFSGg17HOglwMmhbvBy9EaOh2D88X1+DO1BJ/sv8wJSJ1R0MYcUUcbK8T5O2FCuBsmDnDH1EgPTI30wBsaHQ5cKsfGhAIczazCH2dL8GdqCRbG+bFtqnubrViIhfG++P5oLraeKcS0SA/MjfXBZwcycSK7GjVNqh75mXXEWH0sb1B2cOb1h0IQIYQQQsh1jmEYfLo/E58dyAQA3DXSH6/dOgiCLraolqs0eGnneexIKeYctxML8eqtUZg/1KdbO6npdAxOZFdjY0I+9l+sgEqrD108HjAiyBmRXlKIhHxkVzZi/cl8i40O7MRCBLnaItDVFgHONnC1E8HJVgRHGxGk1lbg8wCGAXQMA62OQZ1cjRq5CmX1CuRVNyG7sgmXShtQJ1fjQHqFYV/QBcT4SjE31ge3xfpgVrQXZkV74XxxPb46mIU958uw5UwhdqeV4oWbB2LxML9e7zC3MN4P3x/NxX/pFaiQKRBoqHBdKGnAPxfKcMdw/2t+T+4O+oDYei9ZX0AhiBBCCCHkOqbTMXjj74tYezwPAPDk1AFYNSW0yx/KL5fL8PCGZGRVNHKODwt0wscLh8DPufv2wtQ2qbA9qQgbEwqQW9WyaT7cwx7BbrYQCvg4V1SHUzncso29WIgYP0cMMfwv2lcKd3vxVQcQlUaH9LIGHM+qxuHLFUjMq0VqUT1Si+rx3t4MLIj3xX1jgzHIR4pv7opDUn4NXv3zItKK6/H8jjTsv1iO924f3KtVoTAPe8T6OyKloA47kovx4IQQ3DzYCxdKGvD3udJeCUHGSlB1kxJqrQ5W12lzCUt4DMN0sch4fWloaIBUKkV9fT0cHPpWaz5CCCGEkPZotDo8tyMN25OKAACv3hKJ5WOCunyd7UlF+L/fz6NZrWWPCfg8rJ42AA9OCOlyRaktWRUyfH8kF7+fLWaX2tmJhQjzsIOtSIjcqiYU1zWz5wv5PMQFOGH8ADeMC3PFIG/pNRnAWtWoxK7UEmw5U4RLhj1RVgIe7hwRgMcmh8LFTgytjsFPx3LxwT8ZUGl18JZK8N2yeAzykfb4/bVl4+kCvLAzDZFeDtj9+DjkVzdhwgeHIODzkPx/065ob9jV0OkYDHhpDzQ6Biefn3xdtB3vbDbo0bj2zjvvYNiwYbC3t4e7uztuu+02ZGRkcM5RKBR45JFH4OLiAjs7O8yfPx/l5eb96QkhhBBC+hOlRovHNqVge1IRBHwePloQ0+UA1KzS4pntqXhqWyonAPk4WmPrypF4ZFLoVQcghmFwOqca9/2ciKkfH8GWM4VQanTwkkoQ5m4HZ1sRUgrqcCyrCsV1zbARCTB7sBe+vnMozr4yHVtWjsIjk0Ix2NfxmgQgAHC1E2P5mCDsXjUWG+4bgXFhrlBrGaw7kYdJHx7C1sRC8HnA/eOD8edjYxDsaouSegVu//YE/rlQdk3u0ZKZgzzB5wEXSxtQUC1HgIstgt1sodUxOJlddc3vh8/nwc3esCSuj+0L6tEQdPjwYTzyyCM4deoU9u3bB7VajenTp6OpqaUs+uSTT+Kvv/7Ctm3bcPjwYZSUlGDevHk9eVuEEEIIIdc1uUqD+34+gz3nyyAS8PH1nUMxP863S9fIrmzEbV8dx9YzRZzj0yI98PeqsYgLcL6qe2QYBv+ll2Pu1yew6LtT2H9JP4NHam0Fd3sxqhqVyKxoREGNHCIhH7MHe+Hbu+KQ/H/T8OWSobgp2gt2Pdx+uyM8Hg9jQl3xy70jsOG+EYj0ckCDQoNnfjuHZT/pZzBFeDpg5yNjMGGAGxRqHR7ekIzfW+2pulacbUUYEeQCAGwYG2+Y4XT48rUPQQDgaKNvyFDfbN7a/Hp2TZfDVVZWwt3dHYcPH8b48eNRX18PNzc3bNy4EbfffjsAID09HQMHDsTJkycxcuTIDq9Jy+EIIYQQciOpb1ZjxbpEJOXXwkYkwHdL4zE2zLVL1/j3QhlWb03lNBoQCfh44aYI3D068Kr22DAMg4MZFfh0fybOFdWzx4V8HoQCHhTqlo5z0T5SLIz3xa0xPpDadLxUi2EYVDepUFgjR2FtMzLLZSipU6BCpkBZvQJNSg1sxULYSYRsw4RILwd4OVrDx1GCABfbq9qXotHq8NPxXHz072UoNTq424vxxR2xGBHsAq2OwbO/ncP2pCLweMDHC2MwN7ZrwbQ7rD+Zh5f/uICh/o7Y8fAYHEyvwD3rEuHjaI1jz0665g0cFq05idO5NfhySSxmD+6dVt2mOpsNrmn8rq/X/4fi7Kz/y0NSUhLUajWmTp3KnhMREQF/f/82Q5BSqYRS2VJua2hoMDuHEEIIIaQvqmpUYtmPCbhY2gAHiRBr7xmOuACnTr9ep2Pw6f7L+Py/LM7xABcbfHnHUET7Xvl+FoZhcCijEp/sv8wJP0YaHQONjoG1lQDzhvrgzhEBiPRu+0OoWqtDeqkMp3OrsT2pCOllsi7f09FMy9WPm6I9MTfWFyODnWEv6fw+GaGAjwfGh2ByhAce3pCEy+WNuPOH0/hgwWDMjfXF+/MHw9pKgF9O5ePpbefgZCPq0XlKlkyL9MDLf1xASmEd6uVqjAh2hkjAR3FdM/Kr5Qh0tb2m9+Ng2IfU0Gze2e96ds1CkE6nwxNPPIExY8Zg0KBBAICysjKIRCI4OjpyzvXw8EBZmeX1lu+88w5ee+21nr5dQgghhJBrqriuGUt/OI2cqia42onxy73DMdCr86tc6uVqPLElBQczKjnHb4nxxttzB3UpDLSWWliHt3dfwuncNobwQL/P6O7RAVgU72+x6qPVMUgrrsdvSUX45VT+Fd9LZ+xOK8PuNP1nSXd7MV68eSBmDvKEWNi5mUqh7nb4/ZExeHr7OcNw2lRUypR4YHwIXrs1CjKFGr+fLcHDG5Lx20Oju/RzulpeUmuEutshq6IRJ3OqMHOQF6J9pUjKr0VSfu01D0H2En2caFD0reVw1ywEPfLIIzh//jyOHTt2Vdd5/vnnsXr1avZxQ0MD/Pz8rvb2CCGEEEJ6TU5lI+764TRK6hXwcbTGr/eNQFAXPsxmlMnwwC9nkF8tZ48J+Tz83+xILBsVcMVLpPKrm/DBPxnYda60zXOifaR4eGIIpkd5mjVZaFZpcSC9HK//dbHXZslUyJR4fPNZAMDdowKwakoYXDrR6tpGJMQXi2Ph5SDBD8dy8fbudAj4fNw7Ngjv3x6DqkYVjmVV4cFfk/Dno2OvaWe2saGuyKpoxLEsfQga6u+oD0EFtV3eO3a1HAzhWkYhyNyjjz6KXbt24ciRI/D1bfnBeHp6QqVSoa6ujlMNKi8vh6enp8VricViiMW9P7mXEEIIIaQ7XCptwNIfT6OqUYVgN1v8eu8IeDt2vtXwrnMleHrbOU73Nw8HMb6+M65LS+lM1TSp8MV/mfj1VD7UWsvbx0cGO+ORSaEYG+rKCVlKjRZ7z5exwaOzXGxFCHW3g7+zDdwdxPBwkMDNTgwbsRBWAh5EAj54PKBJqYVMoYFMoUZpvQK5VU3Iq25CVkUj5Cptu+/x88l8/HwyH0tHBuDpmeHsB/i28Pk8vDQ7EnYSIT7dn4k3dl2ErUiAxcP98cUdsZj9xTHkV8vx9LZUrFkad83244wJdcW6E3k4nlUNAIgLcML3R3ORnF97Td7flIOxEkTL4VowDIPHHnsMO3fuxKFDhxAUxG3rGBcXBysrKxw4cADz588HAGRkZKCgoACjRo3qyVsjhBBCCOl154vrcdePp1EnVyPK2wHrVwzvVJUC0C8ve/+fdKw5nMM5PjLYGV/cMZRtXdwVGq0O60/m45P9lyFTWP5QOy7MFU9MDeN0l2MYBol5tXhqWyoKauQWX2fK1U6M+AAnxAc6YZCPFGHudp3+vtu79/QyGRJya3AwowKncqrbDHC/nMrHL6fy8dniIbg1xrvD8PL4lDAo1Dp8ezgbL/1+Hv4uNhgd4opv7hqK2785iX8vluO35GLcfo2qMCOCncHjAblVTaiUKTHUXx92L5fL0KjUXNOue7aG92pSUghiPfLII9i4cSP++OMP2Nvbs/t8pFIprK2tIZVKce+992L16tVwdnaGg4MDHnvsMYwaNapTneEIIYQQQvqqs4V1WPbjaTQoNIjxc8T6FcM7vaRKplDjic1ncSC9gnN85YRgPD09HMIr6JB2OqcaL/9xARnllhsUDPV3xFMzwjE6pKVTnUyhxteHsvHNoex2r20jEmBsqCsmhrtjbKgr/Jytu71qIhTwMchHikE+UqwYG4T6ZjX+TC3B5oQCXCix3Ejr8c1nseZwDjbdP7Ld7nU8Hg/PzgxHaX0z/jhbgod+TcZfj47FYF9HPD41DB/8k4HX/rqAMaEu12RgqIPECqFudsisaERqYR2mRnrA00GCsgYFMsoarrr9eVeIhPrfNZVW18GZ15ceDUHffPMNAGDixImc42vXrsXy5csBAJ988gn4fD7mz58PpVKJGTNm4Ouvv+7J2yKEEEII6VVn8mqwfG0iGpUaxAc4Ye09wzrduKCgWo771ificnkje8xOLMSHCwZj5iCvLt9LeYMCb+++hD/Ollh8fqCXA56eMQCTwt3Z4JJZLsPytYkormtu87qudmLcHO2J6VGeGBbozH5Yvlak1lZYOjIAd43wx8mcanx9MBvHssy7yV0sbUDM6/9i12NjMcin7e55PB4P780fjLxqOVIL67Bqcwq2PTgKK8cH498LZUgtqsdbf1/Cl0uG9uS3xRri54jMikacNYSgcE97lDUokF4mu6YhyNiSXE0hqEVnRhBJJBJ89dVX+Oqrr3ryVgghhBBCrgsns6tx78+JkKu0GBnsjB/vHsYuKepIQm4NHvw1CTVNKvZYsJstvl8WjxA3uy7dh1qrw7rjefh0/2U0WdhL4+dsjadnRGB2tBf4hoYHx7OqcOcPp9u8pq1IgNtifTB7sDeGBzmbNUowUqi1yKpoRG5VE0rrm1FSp58D1KBQo1mtRbNKC5VGB5GQD4mVABIrPlxsxfBxsoavkzX8nW0Q4+sIJ1tRh98nj8fD6BBXjA5xxeHLlXhz10VkVjSanTf7i2P45s6hmBXddpCUWAnw9Z1DMfPTIzhbWIfPD2Tif9PD8c68wZj9xVHsOleKZaNqMDyo50NIjJ8jtiUVIbWoDgAQ4WmPw5crkV7a9VbjV0PEhqBrNnq0W/TumF5CCCGEkH7kWGYV7lufCIVah3FhrvhuaTysRZ1r27w1sRDP70yDVtfyYXPCADd8fkdslzuTpRbW4dnfzlmczWMrEuDRyWG4Z0wgJFYC6HQMtiQW4Nnf0tq83rgwVyyM98P0KA+zNtQarQ4XShqQmFeDlMI6pJc2IK9azvk+rlSQqy1i/R0xOcIdk8LdOwyTEwa4YdSqcfjyv0x8dSjb7B4e2pCM9+ZHY9Ew/zav4eNojbfnRuOxTSn4+lA2Zg3yQqS3AxYP98fG0wV4fdcF/PXo2B5vkjDEzxEAcK6oHgzDINzTHoC+U+C1ZCXUf59UCSKEEEIIIWYOpldg5a9JUGl0mBTuhm/uioPEquMApNUxeGf3JfxwLJdzfOX4YDwzM6LNaoslcpUGH/17GWuP56J1BuHxgAVxvnhqRjjc7SXQ6Rj8fCIPr/x5weK1RAI+7h8fhMXD/OHnbMMeZxgG2ZWN+C+9AkcuVyG5oLbDrm1XKreqCblVTdiRXAyxkI+J4W5YGO+HieHubf67iIR8rJ4ejgnh7nh4QxLKG7itu5/9LQ1aHbBkRNtB6JYYb+xOK8We82V48fc0/PbgaPxv2gD8kVKM88UN2HexHNOjLHc67i6h7nbg84D6ZjUqG5UY4KEPQZkV1zgEGSpBKg2FIEIIIYQQYuLfC2V4ZGMy1FoG0yI98OWS2E4N7mxQqLFqUwoOmQxAFQn4eO/2aMyN7VonssOXK/HizjQU1Zrv4xkW6IRXbonCIB8pGIbBpoQCPL/DcuVngIcd7hsbjFuHeLMhTqdjkJhXgz3ny3AgvRyFNW3vFeopSo0O/1woxz8XyuHvbIMHJ4RgQbwv+yG9tbgAJ+x6bBzuX38GZwvrOM+9sDMNHg5iTBno0eb7vXJLFI5mViGloA7bk4uwMN4Pd48OxNeHsvHZgUxMi/To0WqQxEqAABdb5FY1IbO8EYN99fuZauVqyBTqqxqO2xXG5XDUGIEQQgghhLB2p5Vi1aYUaHQMbo72wqeLh7T5wdxUQbUcK35ORJbJ/hUPBzHWLI1nl0J1Rk2TCm/uuogdKcVmz7naifDSzZGYM8QbAPB7SjGe2HLW4nVGh7jg0UmhGBXiAh6PB4ZhcLawDn+lluDvc6Uoa1B0+p7c7cWYEeWJUSEuGOjlAC+ppM2qGMMwqGxUIruiCcezqvB3Wilyq5ravX5BjRwv7EzDt4ez8eLNAzG9jUDiZi/GxvtH4KFfk3H4ciXnuXt/PoO/V41FlLflZgmeUglWTQnF27vT8em+y7g1xhv3jQvGzyfycKGkAUcyqzBhgFsn/0WuTKi7nSEEyTAm1BXOtiLUNKlQWNOMSO9rE4Ku1Wyk7kYhiBBCCCGkh/xxthirt6ZCq2Nw2xBvfLggplPtq5MLanHfz2c4DRBi/Bzx3dI4eDhIOv3++y6W4/kd51DVqOIc5/GAJcP98cyMCEhtrHA6pxqLvjtl8RqTI9zx6ORQdhZNTZMKO5KLsCWx0GKDgda8pBLcPy4Y84f6ttuGui08Hg/u9hK420swKsQFT80IB6Dfg3I4oxJPb09FrVxt8bUFNXKs/CUJkyPc8c68aIv/djYiIb5bFof7fj6Do5nc7nE3f34M516d3uZQ1WWjArH2eB5K6hX49VQ+7hsXjEXD/PHT8Vz8fCKvx0PQAA877LtYjsuGn4Ofsw1qmlQoqJEj0tuhR9/byLivStDHwhCFIEIIIYSQHvDH2WI8ueUsdAxwe5wv3ps/uFP7d/aeL8Vjm1I43bbmDfXB23OjO7WHCNAvo3vtz4v4LbnI7LmBXg54a+4gDPV3QmGNHDGv/2vxGjdFe+KRSaGI8tYvkUvIrcHPJ/Pw97nSDt//+VkRWDYqsNNNH66ElYCPqZEeSHl5OrQ6Br8lF+GZ7ecsnvtfegVmfnoEH9weg6mR5kvcxEIBvlsajzt/OIXkgjrOcwu/PYk9j4+zWPGQWAnw+JQwPLcjDWuO5GDpqAAsGxWAn47n4mBGBfKrmxDgYtst368lgYZrFxoG1Po72yC1sI59fC3oDN2g+RSCCCGEEEL6N9MAtHiYH96eG822mW4LwzD48Vgu3vz7Euf487Mi8MD44E4vOzqeVYWnt6WipJ67PM3aSoDV0wbgnjGBUGh0uO2r42Z7YQB9B7XnZkVgoJcDVBodfk8pxo/HcpFWXN/me0qtrfD5HbEYH+Zqdp/G5Ww5lU0oq1egtF6BsvpmyJQaNKu0aFZrodUxEAv1rbBtRAJ4Sq3h4yiBr5MNIjzt4WInbvd7FvB5WBjvh4XxfjiWWYW7fjRv410rV+O+9Wfw1PQBeGRSqNl9WosEWLM0HnO+PMb5t0svk+HP1BLMGeJj8b3nDfXFp/szUdagwB8pJVg4zA8Tw91wKKMSmxML8ezMiHbv/Wr4OOkHsxYb9nn5OOofl9Rfuz1ZxkoQ/9qOgbpqFIIIIYQQQrrRn6klbABaFN+5AKTVMXhj10WsO5HHHrMS8PDFHbGdHoAqV2nw7p50rD+Zb/bcqGAXvH/7YPg4WuOzA5n47ECm2TlR3g545ZYoDA9yRp1cha8OZmHt8VyzpXSmvr1rKGZEeXICRUldM87k1yI5vxaXShtwuVzW5nK1zvJztkaMryPGh7lhykD3dkPR2DBX5L5zE74/moO3d6ebPf/hv5eRXy3HuxYqc272+j1X8745zqnEPb75LMaFucHZwlwikZCPFWMD8fbudHx/NAcL4n2xMN4PhzIq8efZEjw9PbzDn/+V8nPSd+UrrmsGwzBwtdPfX3s/s+5mrAR1pUvh9YBCECGEEEJIN/krtQRPbE6BjgEWxvvinXkdByC5SoNVm85i/6Vy9pirnRg/3h2PmE42QDhXVIfHN581axhgKxLg+ZsGYslwf6QW1WHc+wfNXutqJ8a786IxZaA7auVqvL83HV8fym7zve4Y7oeXZ0exS91qm1Q4klmJw5crcSq72qwCBQB8HuDrZAMfR2t4SSXwkEogtbaCjUgAiZUAAh4PSo0OCrUWjUoNSusVKKlrRkGNHLlVTSisaUZhTTN2nSsFnwfEBzpjYbwfbonxsthlj8fj4YHxIZg/1Bdxb+43e35bUhFUWh0+srBHK9pXiqemh+OdPdwA9b+tZ7H2nuEW/00WD/fHJ/sykVnRiKT8WkyOcIe9WIjiumYk5tVgRLBLm/+eV8NTKgGfp++MV9mohJu9PhxWyjrfpOJqsZUgWg5HCCGEENL//H2uFE8YKkAL4nzx7rzBHQagSpkS9/2ciNSilqVmAzzs8NPyYfB1smnnlXo6HYPvjubgw38yoGk1+GdcmCvemRcNqbUVJn54CAUW9om8NXcQFg/zR51chXf3pmPN4Zw232vT/SMxKkT/Yb6wRo6/00rx74UynC2s48wcEvB5iPRyQFyAE6J9pAj3tEeou12n9zO11qBQI62oHol5Ndh/qRznixuQkFuDhNwavLvnEpaMCMB944IsNi9wsRMj952bsPKXJPx7sZzz3B9nS2AjEuLtuYPMlsbdPy4Y+y+VIzGvlj12MKMS6WUNiPA0bzjgILHC7MFe2JZUhM2Jhfgw0Bk3RXthy5lC7DpX2mMhyErAh4eDxBAaFXA1VMiuZSWIbYxAlSBCCCGEkP7l73OlWLU5BVodwzZB6CgAZVXIsHxtImduz7gwV3x159A2u5GZKm9QYPXWszieVc05bi8W4qXZA7Ew3g9rjuTg3T3mS8KWjw7Ek1MHQMsweG9vOr47Yjn8BLvZYtP9I+HhIEFFgwJrDmfj77RSnCvi7g8K97DHxHA3jAtzQ6y/I2zF3fcR00FihTGhrhgT6oonpg5AUa0cf5wtwa+n8lFar8DnBzLx66l8PDltAO4Y5mdW2eHxePhuWTy+OZSN9/Zy/y02JRTA18kaj0wK5Rzn83l487Zo3Pz5UU64vPunBJx+YarF+1w83A/bkorw97lSvHZrFGYM8sCWM4U4cKkcr8+J6rFW0q52YpTWK1DdqGSDc1WjsoNXdR+lYUiqqBNdD68nFIIIIYQQQq7C7rSWADRvqE+nAlBiXg3uWZuIRqWGPbZkhD9euzWqUzOE9l0sxzMWWkMPD3TGx4tioNMBQc/vNntdfIAT3pkXDV8nG/x0PBcf/JNh8fq3xnjjo4Ux4EFfAdmSeB4HMypMlj4BI4NdcFO0FyZHuMPbsCH/WvB1ssEjk0LxwPhg/HOhDJ/su4zsyib83+/nsel0AT5bPARhHvZmr3toYgjsJEL83+/nOcc//DcDg3ykZu2swz3tsXx0IH44lsseK29Q4mJJg8X200P9nRDgYoP8ajkOZVRiykB3SKz4KKlX4FKprMdaVhv3KVU3qTDY1xEAUCdXQ6djemwvkqlmlRYAujX4Xgt9624JIYQQQq4je9L07ay1OgbzYn3wwe0xHS4L+vdCGR74JYlz7IWbInD/uI47wCnUWrz19yX8corb/EDI52H19AG4f1wwXtp5HlvOFJq9ds3SOEyJcMdvyUWY9skRi9dfPMwPb82NRlmDAh/vu4ztSUWolLVUFeICnHBbrA9mDfJkl171FisBH7MHe2NGlCc2ni7AJ/sv42JpA2Z/cQz/NzsSd47wN/v3XDoyAA3Nak74Yxjg8c0p2Pv4eHhKuXOEHpkUii2JhZCZhNVHNybjv6cmmt0Pj8fDzEGeWHM4B3vOl+LmwV4YG+qG/ZfKcTCjosdDUE2TCnYmQUSu1nIe9xS5IQT1ZDv0nkAhiBBCCCHkChjn+Wh1DObG+uCDBR0HoE0JBXh+Rxrn2Ld3De1UB7i8qiY8vCEZF0sbOMdD3Gzx2eJYAEDYi3vMXnfv2CCsnjYACbk1GP/+QYuNC+4eFYBXbolCalEdVm1Owd7zZWzVx8VWhPlxvlgY74tQd/MKS2+zEvBx9+hAzBrkif9tS8XRzCq89Pt5pBXV4825g8wqa49MCsW5ojr8c6Flj1CdXI3nd5zDT8uHcYKTk60ID4wPxkf7LrPHcqr0rb5bByYAuGmQF9YczsF/6RVQarQYG+qC/ZfKcSqn2mzJXXcxDUESKz74PEDHAHKl5hqFIH1AtKUQRAghhBByY9t/sRyPbkyBRsfgtiHe+LCDAMQwDL74Lwsfm3yYthcLsW7FMMQFOHf4fnvSSvHM9nOcigSgr2w8MzMcT245i/2XKjjPeTpI8OPyeNiIhHhoQzKOXK40u+7cWB+8f/tg7LtYjtu/PcEZFDo6xAVLRwZgykAPiITX/34PdwcJfr5nOH44pt8HteVMIcplCnx7V5xZU4Zv7oxD8Avc5YIHMyqxI7kY8+N8OceXjQ7Et4ez0WSoeADA5/9l4u250Wb3MNhXCnd7MSpkSiTl1bINEZLya6HW6jq11LGrnGz0+8fq5CrweDzYioWQKTRoVGrg3u3vZq6lEtS3YsX1/xtNCCGEEHIdOXy5Eg9vSIZGxxj2zgxpNwBpdQxe+fMCJwD5OFpj5yNjOgxAKo0Or/11AQ9tSOYEIFc7EdYuH4YlI/wR/eq/ZgHo9TlR+Hf1eOw6V4pJHx4yC0DRPlKcf20GxoW5YsYnR/DwhmQkF9TBSsDD/KG+2L1qHDbePxKzor36RAAy4vP1rbG/XxYPaysBDmVU4tGNyVAZNu+bnnf25Wlmr39nTzpkCu4+K6m1FRYN8+cc23i6gK2UmeLxeBgb6goAOJpVhXAPezjaWEGu0uJ8O8Nmr4aNIXwYw4ix+tOk1Lb5mu7UZKgE2fSxSlDf+a0mhBBCCOllJ7Or8cD6M1BpdZg1yBMfL2y/AqTUaPHYpmTOANOBXg7Y8fBohLrbtfteRbVyLFhzEmuP53GOjwtzxZ7Hx2N3WilmfXaU81yMnyOOPzcZUmsrDH71X3zTat6PxIqP0y9MwbJRAZj9+VGs3pqKnKomSK2t8NjkUBx/djI+WhjTY/tXrpUpAz3w4/J4iIV87L9UoR9e2yq0ONqI8OGCGM6xqkalxRlJd48OMDt2Kqfa7BigH9YKAMcyq8Dn8zDU3wkAzDrqdRdj+Gi9N8e4TK2nsY0R+lgI6lt1K0IIIYSQXnImrwb3/pwIpUaHKRHu+GxxrFk7ZlMNCjVWrk/CSZMPy2NCXfDtXXGw76AF9oFL5Vi9NRX1zS1VCQGfh9XTBuCWwd4Y9pb5AND3bx+M4YHOeHRjMlJMlrUZ/f7IGGRXNGLBtyfZmUFONla4f3wwlo0KvCb7R66l0SGuWLM0Dg+sT8LfaaUI97THqilhnHNuj/PFU9tSOcfWHc/DvWODOI0fAlxsMTLYGadyathj7+y5hF2PjbP4vgBwoaQecpUGg3yk+C+9Amk9VAlqHXqEhlCuZcwrVT1BptC/r52kb/3+UCWIEEIIIaQD54rqcM/aRMhVWnaWT3vLxCpkCixec4oTgOYM8cba5cPbDUBanX5uz70/n+EEIE8HCTY/MBLNKi3Gf3CQ85oYXymOPjMJVY1KTPzwkFkAeunmgVi7fBie++0c/rctFQU1crjYivD8rAgce3YyHp4YesMFIKOJ4e54a+4gAMAn+y/jsIV9UUefmcR53KzWWpybtGiYH+fx+eIGi0viPKUSeEkl0DH66s8gQ1Wtp5fDGSsyAr7+99LSvfWEmib9YFYnG9E1eb/ucmP+xhNCCCGEdJOLJQ1Y+mMCZEoNhgc547ul8WYb7U0V1six5IdTKKxpGYK6cnwwnp0Z0e7cltomFVZtTsHRzCrO8Ynhbnh5diQmf3TY7DUfLohBiJstpn9yBM1q7h6QuAAnvHBTBD74JwNv/n0JAOAgEeKhiaG4e3QA++H5ajAMg5J6BXIqG1Far0ClTIlKmRJNSg2UGh2UGi2EAj6srQSwEQngbi+Gt6M1/JxtEOFp32FFrDssiPdDSmEdNp4uwOObU7B/9QROlcfP2QbRPlJOpWbDqXw8NjmUc39TB3pAJOBDpW3ZX5RSUIv4QPN9XbH+jihNK0NKQR3mDPEGAGRWNEKl0XX7Hitrw++iQq2/L2MlSHONQlCdXB+CjF3q+goKQYQQQgghbcgsl2Hpj6dR36zGUH9H/LR8WLvzULIqZFj83SlUNarYYy/PjsSKsUHtvs/Fkgas/PUMJzgJ+Dw8PSMcgS62ZgHI39kGP9wdjw2n8s2WcwHAxvtHYOPpAsz/5iQAQCTk457RgXhoYggcr/Av9gzDIK9ajuT8WpzJr8WmhIIruo6pABcbjAhyxuQID4wLc+2xgZuv3BKJswV1uFjagDd2XWRbihutvWcY4t9sWWLYpNJie1IR7hnT8nOzl1hh/ABXThOK9SfzLYagGF9H7E4rQ1pxHR6cEAxbkQBNKi0KauQd7gXrKkPhBzrD8jdj0NZqr1ElSE6VIEIIIYSQG0ZeVRPu/OE0qptUGOTjgLX3DG932VhaUT0WrjnJqch8tngI5gzxafd9/jhbjGd/O8f+JR8AvKQSfLY4Fh/vy+DsQwGAZ2dGYKCXPaZbGHi6akoY+DxgxbpEKNQ68HjA/KG+eHLaAPg4Wnf2W2dVyBQ4nFGJrWcKkZhX2+XXdyS/Wo78ajm2nikCAMwe7IWlIwMwPMi5w8GxXSEWCvDe/MGY89Ux/HG2BHNjfTAxvKWBtKudmG1tbfTLqXwsHx3IuY/pkZ6cEPRnagk+v4MbqAAgwku/BO5yeSN4PB6C3GxxvrgBOZWN3R+CDPdnjDwCw+1eiz1BzSot+3vrRJUgQgghhJC+rbBGjiXfn0KFTIkIT3v8smIEpNZtL906nVONRd+d4hxbe88wTApve1KLRqvDu3vS8cOxXM7xUcEueG5WBOZ8ddzsNdseHIUdyUV4b28657iNSIDXbo3Cp/szUVynryYND3LGq7dEdbnTW1ZFI/48W4zP/8vq0us8HMQIc7eHl1QCL0driIV8aLQM5GoNCmvkyCxvRGZFY7vX2HWuFLvOlSLC0x5PzwjH5Aj3bgtD0b5S3DMmCD8ey8Wrf17A/tWunMYWv9w7AjM+bQmWOZVNuFDSgEE+UvbYuAGuZtdttDCUNNxDP1Q2t6oJSo0WQa52+hBU1dQt34spYwgyVoKMe4GEHQzu7Q7GKpBIwKfucIQQQgghfVlpfTOW/HAKJfUKhLjZ4tf7RrT7V+6DGRW4Z20i+5jPA7auHGVxmZRRdaMSj21KwYlsbpvlleOD4WYvNgtAi+L9cPNgLyz49qTZtV6eHYn9l8rx9PZzAABvqQQv3DwQN0d7dTpAlNQ1Y3tSEWeWUXtC3e0Q6maHZrUWFTIlqhqVaFRocDKnGlodAwGfB4mQD1uxkG0UMHmgO1ZNCUO0jxRejhKkFdXjx2O52HO+zOz66WUy3PvzGQwPdMbrt0UhwrN7WnY/OW0AdqYUI69ajp0pxVgQ39LsINzT3uz8P1NLOCHIS2qNUHc7ZJmEuTN5NZyqEqAPhA4SIRoUGuRUNiHQxQaAvu15dzNmHWPhR21YBtde58LuUmtoiuBoY9WtlbtrgUIQIYQQQohBhUyBO78/jcKaZgS42GDj/SM5m+hb23WuBI9uTGEf20uE2LpyFAZ6tf2h/UJJPR5Yn8RWbAB9JeftudF4f286SuoVnPO/WxqHE9nVWPZTAue4j6M15g31wbt70qHS6iAW8rFyQggemhDS7r4lI7VWh30Xy/HwhuQOz5VaW4HPA2rl+o51WRWNnCDQmlbHoEmlRZNKH5Jaz8jxcbTGxHA3LB7ujy+XDEVuVRPe35uOfy+Wc85LyKvBzE+P4tmZEXhgfHC7M5k6w04sxIMTgvH27nR8/l8mbov1gZVJWHjhpgi8vbulyvZXagmea9XQYmSwM+d7/+dCmVkI4vF4CHS1xbmiehTUyOEplQAAylr9bLsTY0hBGp1+eZrVNagEVTf1zaYIAIUgQgghhBAA+i5XS39IQE5VE3wcrbHx/pHwcJC0ef6WxAI8+1sa+9hLqm9jHeBi2+Zr9p4vxZNbUjn7hoJdbfHcrAg88EsS51wfR2u8dmsU7lt/xuw6j0wKwZ7zZfjCsGRtwgA3vHnbIPg523T4fRbVyvHhPxn4/WxJh+caGdt1iwR8hLjbIcTNFsFudvB1tIabgxhudmLYS4QQCwUQCflQaXRQqLWQKTQorW9GSV0zMisacb64HpdKZSiua8aG0wXYcLoAPo7WWDTMD+/NH4wPF/Lw8b+Xse5EHuf939ubjhPZVfjqzqFwuMqOcktHBuK7I7korGnGH2dLcHucL/vcXSMDOCGotF6Bs0V17MBTABjs6wigpSnEb8nFeGfeYLP38XOywbmiehTWyBHsZster7sZu9UZw5zmGlaCyg3fT3v/nVyvKAQRQgghpN9rVGpw99pEZJTL4G4vxsb7R7TbSOCHozls22lAvzxsw30j2vwwyDAMvjqYhQ//5S43mxHlgaH+TmYBaNXkUAj4fLMA5GRjhUkR7vjqYDYA/Yb+V26JxOzBHS99O1dUh1u/NN9n1B4PBzGGB7kg1s8Rsf6OiPR2gFjYtb0f0b5SzuNmlRYnc6pw4FIFdp0rRXFdMz7edxnfH8nBveOC8NSMcDw0MQSL1pxEXnXL8rGjmVWY9/UJrF0+rFNhry3WIgHuGROID/7JwIbT+ZwQZKlt+ImsKk4IGuLnyHlepdHBEl9n/e9PUW0zO0C1JypBxvc3tt5WGypBQkHPV4LKGvTfj5eUQhAhhBBCSJ+iUGvxwPozSC2sg5ONFTbcN6LNag7DMPhk32VO04Ahfo5Yd8+wNltPK9RaPLP9HP5M5VZe/jdtAP69WI5/LnCbHHy2eAje3ZNuVjVYGO+LA5cqsCO5GABwx3B/PDczAlKbtisjOh2DA+kVuN9CNckSIZ+H+EAnTAx3x4QBbojwtO/2vR7WIgEmR3hgcoQH/m92JPaeL8OaIzm4VNqAT/dnYmtiId6dPxiHnp6EzQkFeG5HS7Utq6IRC9ecxG8PjYb3FXS7M1oY74dP9l1GSkEdLpY0cJpHPD0jHB/8k8E+PpZVhUcnh7GPQ9zsYCMSQK5qqeY1KTVm7b19nfRBraSuGa52+t+NWrkKOh3T7ryormodgppV+seSLobVK1FKlSBCCCGEkL5HrdWxDQrsxEL8vGI4wjzMN8gD+gD0xq5L+Ol4Sze3cWGuWLM0rs3BoxUNCtz/SxJSC+vYY7YiAV6aHYnnTT7cA/qZOSvHh+DxzWfNrjN1oAfbRjrM3Q5vz4vGsHYaL+h0DHakFFucIdQanweMCXXFLYO9MSPKs91Q1d0kVgLcFuuDW2O8sft8Kd7bm47CmmYs+ykBd430x8uzozDIR4rZXxxjX1Nar8CS709h64Oj4G5/ZR++3ezFmBHlib/TSrExIR9v3hbNPnfnCH9OCErOr4NcpWF/xgI+D4O8pUjIa2ldnlEu41SLAMDNEHyqGpVwMHQW1DGATKlpt9NgVxmXw4kMy9+alBoA+v1pPa28D1eCen6xICGEEELIdUinY/DM9nPYd7EcYiEfP9wdb9jvYfnc//vjPCcA3RzthR/ujm8zAJ0vrsetXx7nBCB/Zxs8MjnULAA9PDEEg30d8cJO7vGxoa5wsRVh/6VyCPk8rJoShr9XjWszAOl0DLaeKUTwC7s7DECRXg547dYonH5hKn65dwQWDvO7pgHIFJ/Pw+zB3vjnifGG2TzAr6cKcNcPp+EpleDoM5M45+dVy/HQr8ltLkXrjEXD9J3h9qSVsW2lAZhV9FRaHVIK6jjHQty5lcLcSvPW1y6GhhrVTSpIrASQWOk/dtcbmkt0F9NKkEarY/eb9dTgWVNsJagPhiCqBBFCCCGk32EYBq/+dQE7U4oh5PPw9Z1DMTLYxeK5Wh2D53ecYysxALAgzhfvzh/cZreyPWmleHLrWc4A1JHBzrATW+H9vRmcc1+7NQqv/HnB7BqjQ1xwLKsKABDhaY8PF8Rw2jW3/n52p5XhkY3td3qzEQkwZ4g37hjuj2gfaZeWuinUWtTKVahuVKFZrWVbMtuIBJBaW8HZVnTVH7xtREK8emsUJgxww6pNKUjIq8GCb09i8wMjcfSZSRj3/kH23KT8Wry9+xJevTXqit5rVIgLHCRCVDepkFxQywmWvk7WKKpt6d53vrgeY0JbZgT5O3NDUEphLeab7C0CwHYVrDIMYHW0FqFMrWCbTHQXY+XHViREk7JliZ6tuOeXw/XlShCFIEIIIYT0Ox/9exnrT+aDxwM+WhiDKQM9LJ6n0erw9PZz2JlSzB5bNioAr94SZXFfB8Mw+P5oDqfDGKAPTduSijjHhHweHp0cahaAnGysIODzcSK7GgI+Dw9PDMFjk8PYPR+tJeXXYP435vODTAW42GDFmCDMj/M1G+zZWkldM84W1iExrwb7LpZzwkBniIR8zB/qi1EhLhgZ5Az3K9gvMinCHTsfGYO7f0pAblUT7vj+FDbfPxJ/PToWt3zZsjRu3Yk8TBjghkkRbQ+lbYuVgI8pAz2wM6UY/14o44Sg+8cFc34uF0oaOK81zv0xOpNXa3Z945K3JpUWWh0DG0PbctPOgN2hQdGy/K1Rpf9aJOB3uYFFVynUWtQYWmR70p4gQgghhJDr25rD2fjyoL6xwRtzBmHOEB+L56m1Ojyx+Sz+Titlj60cH4znZkVYrKBotDq8+tcF/HqqgHP8oYkh+OZQNufYrEGeqJOr8en+TM7xaB8p0or1M3XC3O3w0cKYNpfoFVTLMf6DgxafM4oPcMJ944IxLdLDYtWKYRjkVjVhd1opvj+a2y1VCpVGh00JBdiUoP93cLSxwiMTQ3F7nG+7Q2dbC3W3w+YHRmLxd6eQU9mE+9afwdaVo/DpoiF4YstZ9rxnfjuHQ09NvKIq1PRIfQjaf6kCL94c2XI8yqNVCOLOOfJvFYLSy2Rm17a2agkhCrWWDbFKTfeGIBkbgqwgU+h/fteiCmQMx7aGSmBfQyGIEEIIIf3GpoQCvLNHX6V5dmYE7hoZYPE8pUaLRzemYJ/J8M7Hp4ThialhFgNQo1KDxzYm42BGJXvM0cYKtw/1NQtAlkIRAPg5WyOtuB48HvDA+GCsnjbA4l/zGxRqTPv4MMoblG1+nxMGuGHVlDDEBTiZPafW6nA8qwpf/JeFpHzzCoYlwwOdEeFlDz8nGzjaWEFi+ICvYxg0KDSoa1Iho1yGQxmVaDQszzKqk6vx1u5LeGv3JcyN9cGTUweYhYi2+DnbYOP9IzDnq+M4V1SPF3am4aMFMdicWIBTOfrGBJUyJT7ZdxkvzY7s4GrmxoS5gscDcquaUCFTsI0WWlc2cqqaOM0R/DvRoltsUrlrVmshNvybKdVXvo/JkgZD8HGwFrKVmWsxvLSgRr8Pyt/Ftts7CF4LFIIIIYQQ0i/8lVrCNh54aGIIHpoYYvE8hVqLB39NwiGTQPPcrAg8OMHy+WX1CqxYl4iLpS1LpkLd7eDrZI0fjuVyzl05PtgsAEms+NBoGRTWNMNLKsHHC4dgVIj5/iSdjsG7e9Px3ZGcNr/HieFueHxKGGJbdSrT6hiczqnGa39dREa5edXCyMNBjGWjAjEqxAURnvZtNn1oD8MwyKlqwumcGqw/mcepkuxMKcbOlGLcMyYQq6cNgH0nBp8GuNjiqyVDsfTH09iRXIzRIa74+s44DH1jH3vOD8dycc/YoHZnO1niILFCuIc90stkSMqrxaxoLwAw+1DPMEBhTTPCPfWdA+3EQnYobFv4fB6srQRoVmvRrNKyoUjRg5Wg6kZ9CDI2ZehJ+YYZTgFXMbOpN1EIIoQQQsgN72B6BZ7cchYMo2+B/MyMcIvnNau0uG99Io5nVbPHXrs1CnePDrR4/qXSBqxYl8iZ6TM8yBkJuTXIqmhkj9lLhIj0csCaVgHGxVaEasNf72+K9sTbc6MtzhtKyK3BwjVt7/uZGO6GJ6YOMBvkWVgjx1t/X8LeC2Vtvvb5WRG4KdrrqgaQmuLxeAhxs0OImx2WjPBHTZMKmxMLOA0h1h7Pw9rjedh0/0iLga+1MaGu+N90/fye1/+6gPFhrnjztkF46ffz7Dlf/peFd+ZFt3MVy4YFOiO9TIaEvBo2BAGAvVgImUlVq6hWzoYgHo8HZxsROyy0LdYifQhSdPM+IFN1cv3vj4OkpRJknEvUk9gQ1Mmq3vWGWmQTQggh5IZ2OqcaD/6aBI2OwZwh3nhjziCLy3ealBos++k0JwC9Nz+6zQB0+HIl5n9zghOApkS4IyG3hnPejCgPyBQanG513FYkQHWTCjYiAT64fTC+WjLULADVy9UIfO7vNgNQrL8jtj04CuvuGc4GII1Wh9+SihD43N8Y9/5BswDkbi/GmqVxyHhzJvLevRkrJ4R0WwCyxNlWhIcnhuLym7Pw0s0DOc/d8f0pfHMoGwzDtPHqFivHByPaR4oGhQav/nUBiw0tro02JRSgtL5rTRwAID5QXzVLbtUGe/JAbrOFwho553Hr/U1qrXlVyLgvSK7SQmdowy3sxkGpAFBlqP642YtR3ahfIuliey0qQcblcBSCCCGEEEKuK2lF9bj35zNQanSYEuGODxfEWOzqJlOoseSH00g06fL12eIhWDTM3+J1NyUU4O6fEiBXtfyFf+pAdxxIr+Ccd9dIf/xzobz1ywHou4bF+Dli96pxWBDvxwlmDMPg3T3piHn9X4uvDXCxwdd3DsWOh0azXc0alRq8sesiQl/cg/9ZmBH05ZJYpL8xEwkvTsWMKM8e7x7WmkjIx33jgnHmpakYGdzSie29vel4ats5zqweS4QCPt6/fTD4PGB3WhnSiuvx5ZJYzjmbEgq7fF9R3g4AgKxyGSeMtW6Z3rpLnrMtdylfo4K7F6o1jeH743fz/pkqQ/BxtROzVcVrsScov8a4HM62gzOvT7QcjhBCCCE3pJzKRixfm4BGpQYjgpzx1Z1DYSUw//uvTKHGXT+cRmpRSwewb++Kw8xBnmbnMgyDT/Zdxuf/ZXGOjwx2xv5L3AB0S4y3Wac4AZ/HfthfOT4YT80IN7un7MpGTPnosMXvycnGCqumhOHOEQFst7GSumY8vjmFE+CM7hjujyenhl1Rm+qe4monxqb7R2LdiTy89tdFAMBvyUXQMQw+aiOkGg30csD8ofp24+/tTcev947gPL/ueC4emxxq8efclgAXWwj5PDSptCitV8DbsK8o0suBc15JqyqTozU3aDQo1GbVIePPWsDnQce0fN1dtDqGrf642YtRKTMGop4NQVodg6Ia/b9HX10ORyGIEEIIITec8gYFlv6YgOomFQb5OOCHu+PZjmamGpUaswD0493xFucGabQ6vPT7eWxObKk2ONpYwVYkZDuVGfk4WuOv1BLOMSsBD2otA6m1FT62MJtIq2Ow4NsTZsuyAIDPA5aNCsST0waw7YgLa+RY8O1Ji/tSvr5zKGZGebYbKHoTj8fDPWOC4Odkg/vWnwGgb5rgaGOFV25pf/jpE9MG4I+zJTiVU4PUojo8MzOc3W/UoNDgcEYlpkZanvtkiZWAj0BXW2RVNCKzopENQZ6tBoDWybntw8Wt5jYpLHR90zIt1R9jIOrOn0mtXAUdA/B4+uqPMah5d7FBRFeV1jdDpdVByOf1yUGpAC2HI4QQQsgNpl6uxrIfE1Bc14xAFxusu2e4xS5kjUoN7vz+FCcArV0+zGIAalZp8eCvyZwA5OdsjTq5GsV1LRUCXyf9h0/TY0ZqLYNYf0fsfnyc2Xsk5dcg5IXdFgPQsEAn/L1qHF69NQpSaysU1sgx7K39GPf+QU4AcrUTYfeqcch792bcFO113QYgU1MjPfDziuHs47XH8/DH2eJ2XqEPmLfFegMA1p3Ix4I47t6g9ppAtCXM3Q4AOM0sXFt1WDO2ojYSClp1kIP5cj5j8BEKWkKQoBuXwxkrP042IlgJ+Cit0/8+eEl7NgRlGv6dglxtIexC1e160jfvmhBCCCHEgmaVFvf+nIiMchnc7cX45d4RZh9mAcsBaN09wzApwt3s3Dq5Cnf9eBr7L7Xs7YnwtEdhDTfojAhyNts3YuqB8cHYunIUp42zVsdg/PsHMf8b88YHbvZifLpoCLauHIWBXg4ormtG/Jv7MO79g+yHXwCIC3BCwotTcOalaYj0djC7zvVuwgA3fLZ4CPv48c1nkV3Z2PYLALZZxZ60UugYhjO3Z3tSkcUmBe0xhtcykyVvrZettR4k23rJnc7CW2pN9gEpDe20W1eQroaxEYSHgwQKtZbdE9TVVuFdlWlosz7Aw75H36cnUQgihBBCyA1BrdXh0Y3JOJNfC3uJED+vGG6x61mjUoMlrQLQ+hXDMTHcPACV1DXj9m9PcoaKhrrbcWbfAPphoq27vxlJra3ww7J4vHDTQM4H55SCWoS8sBsFrbqOAcDy0YH4738TcFusDxoUGtz+zQmMefc/thOY8T3PvDQVvz00mh3y2VfNGeKD5SZd+O5ff4btpmZJlLcU8QFO0OgY/JVagkcmcWc4JeZZ/lm0xcOwZ6q9AbT18vZDkKVKkM5kT1CDIURJbTqejdRZxYbQ7eNozXYptBEJ4GDdszteMsv1ITXMw65H36cn0Z4gQgghhPR5DMPg+R1pOJBeAbGQjx/vHoaBXuZVEWMF6JxJAPr13hEYG+Zqdu7lchmW/nia88HYSyrhLJkC9MvQEtr40B3j54ivlsTC16kljOl0DGZ/cYwzXNUowtMe784fjCF+jlBpdHhhZxo2nuY2Vxge5Ixv74q7Jh3ArqUXbhqInSnFqG9WI6eyCZsTC7FkhOXufABw6xBvnMmvxd9ppVhzVxznudM5NRgdYv4zbYs7G4LanvvTqOR2f7NqvRyuVQZiGAZNKv1rrK0E7HI6h04MiO2sIsOyS18na5TUtewHstQCvjtdNvw3EObedytBFIIIIYQQ0ue9uzcd25OKIODz8NWSoRge5Gx2jrECZBqANtw3AmNCzT8sJ+bVmLXAthEJODOBjEyrM6buHOGPl2+J5LSizqpoxNSPzTu/Cfk8PDltAB4YHwwhn4f1J/Pw8h8XOOd4OIjx56Nj2arFjUYk5GP9iuGY89VxAMALO9MwN9YH1iLLrbxnDvLEK39eQEpBHdStqkatZzV1xMNev2SyQtZ2JUjH6IONMWB00NEbTSote45IyIdaq3/gYN39lSBfJ2t2jlFPN0VgGAZZ7HI4qgQRQgghhPSK745kY83hHADAO/OiLXYGa7IQgDbeP8JiteCfC2VY+UuS2XHTQNQekZCPN+cMwsJWwzxXbUrBn606xgH69trvzBuMIFdbpJc1YOanR83v6YnxCPfsu39176wYP0csiNO3wAaAn0/m4cEJIRbPdbeXIM7fCWfya3H0ciUWD/NjG1eczKmGSqNj24h3xFhVq5NbDrRGjKETGwAoNdzfh9bdB43L3/RdAfX7gfg8/ZDc7mJswOHjaI2zRXUAgKAeblldUq9Ak0oLIZ+HQNe+OSMIoD1BhBBCCOnDfksqwtu70wEAz82KwMJ4P7NzmpQaLP6OG4A2PzDSYgDaeLrAYgAy1d4yNG+pBNtWjuIEoJomFQKf+9ssAImEfLxx2yBsun8k3OzFmP3FUbMA9POK4ch79+Z+EYCMnpw2gP363T3pUGnabnIw2lDFO5FdzX5tlFPVfnMFU8ZqU0dBV2uy5k3ZqiW2rbhVCDJZ/iYzfG0vserWpWrG5hw+TtbIq2oCgB4PJpcNVaAgV9suzWO63vTdOyeEEEJIv/Zfejme+e0cAOD+cUFYOT7Y7JwmpQZ3fH8KacUtAWjLAyMxMtjF7NyvD2XhhZ1p7GOJlfnHJDuxEDVNlqsFo4Jd8OdjYxHj59jyXokFGPrGPrNzhwU6Yd+T43HXCH98ezgHg175B+eLW/YIPTwxBDlv34QJA9wsvteNzNvRGotNQmR7La9HGX6OJ3OqEenFDYqXyzsfgmxE+sVRSo2O7ehmic40BLUKZzZW3AVWDc36/UAO1lbsjKHubFggU6hRZRiUGuhqi7wqOft1T8oo6/ud4QBaDkcIIYSQPigpvwYPb0iGVsdg3lAfPD9roNlf2JtVWtz5w2lOBWjbg6MwLJC7X4hhGLy7N51dUgfo9/9Yqgq03hxv9MD4YDwzI5ydmaLTMQh+YbfFc1+6eSDuGROE7MpGBD3PPcff2QZ/PTq2WzuI9UUrxgaxS9s+2XcZt8Z4Wzwv1t8RQj4PlTIlRAJuJeZymQyI6dz7WZssZWtWa2EntvwR2bT5QesKVeu9S8blcA4SIdtcw6Mbu/jlGio/rnZi2ImEyKvWPw5y6dkQdKFEH9ajfPpeO3ZTFIIIIYQQ0qdklMlwz9pEKNQ6TI5wx3vzB5sNBlWotVi+NgFnC+vYY9sfHIX4VgFIq2Pw0u/nsSmhpQOblYDX6f0/Eis+Prg9BreYfEjPrmzElI/Mmx8M9pXi44UxCHCxxcMbkvDPhXLO878/MgZDTKpI/dkAD3v4OlmjqLYZuVVNqGhQsB3cTEmsBGzLcuMyLaPWXfzaY1r1a1a1HYJMZ/w0q7m/I633HxkrhlIbETvPx1PafSEop1IfeoJdbVHaoIBSo4OQz2NnHvWUC4aqapS3tEffp6fRcjhCCCGE9Bkldc24+6cENCg0iAtwwldLhprtS1BpdLh//RnO3J4tD4w0C0AqjQ6Pb07hBCAAbBevjnhJJdj+4GhOAHp79yWLAejJqQOw46HRqGpUIezFPZwAtHraAOS+cxMFoFZMGyL8086SOGMr9EulDYj1d2SPF9WZz19qi2kVsa0tO9ZWAs55HTVRKDO02/ZykLCttz27sbNfjqESFOxmi2xD4PN3sWGrkT1BplCz7xvVBwfzmqJKECGEEEL6hHq5GsvXJqCsQYFQdzv8eHe82RIkjVaHhzck42hmFXts430jMKLVHqBmlRYPbUjCoYzKK7qXWH9HrFkaxw4pVWt1CHtxj9l5Po7W+PyOWER6OeDmz48ho1W1IumlqXCxE1/RPdzopkd64KXfzwMAfj1VgKWjAi2eF2FoGpFRLkN8gBNSCuoAgLPHqiOmg1n5baQgm1a/azUdhCBjO3Uvx5bZUt1bCdJfM9jNlq2ChffwPp1Lpfr38ZJK4NrHf2+pEkQIIYSQ655CrcX9v5zB5fJGeDiI8fOK4XC04XZp0+oYPL75LPZfaqmyrF8x3KxrWINCjbt/SrjiADQv1geb7h/JBqDL5TKLAWjOEG/seWIcqhqVGPjyXk4A+mRRDPLevZkCUDvcHSTsXp2MchnbZro1f2d9S+iSumbOUFoA7TY54JxnstlH0EYIat0Cu7ZJ3e41ywxL4LykEpQZA5G0+5aqZbPL4fTLAQH0eBfB8zfIUjiAKkGEEEIIuc7pdAxWbz2LhNwa2IuFWHfPcPi0Ggip0zF4elsq/k4rZY+tXT4M41t1V6tuVGLZTwns5u6u4PGAZ2dGYOX4YHZZ1Mf7LuPzA5lm536yKAazBnnh5s+Psh9WAf3+jV2rxrLdyEj7lo0KwJoj+oYV54vrEevvZHaOcThoSZ3CrDpRJ1d1Kmiadn3jt1EiMK06KjXaNptkGBkrQZ5Sa3ZpXHdVgtRaHbIqWoLP5//pfwd7uhJ0vkQfggb18aYIAIUgQgghhFzHGIbB67suYndaGawEPKxZFsfuATE958Xf07AjpZg99t3SOEyKcOecV1LXjLt+OM3uaegKW5EAn98RiykD9YNY2+r+FuMrxed3xKK0XoGI/9vLee7Xe0dgbJj5bCLStpHBLmwISi6oazcElcsUZkvW5CotzJuhm9OY7AMTtpGCnEw69hlbXhtFepmHAmPwcbMTm1SCuicE5VQ2Qa1lYC8WwksqaVkO18OVoAuGJYaDqBJECCGEENJzvj+ag3Un8gAAHy0cYjbglGEYvPbXRWxKKGSPfXPnUEyP8uScl1fVhEXfnWRbFXeFn7M1flg2jP2AWVrfjFHv/Gd23srxwXhy2gDcszYRJ3Oq2eNBrrbY8/g4s+VUpGOmzSKS82tx79ggs3NcbEXg8fTtqxlwl781qdqv1hjJFPrzhHwe2ymOYbjXcrFtqShVtPo9imzVJECu0rBBSa3VQaNjILHid1tjhPQyfRiJ8LJHUW0zFGodxEI+AnqwPXaTUoMswz6kQT4UggghhBBCesQfZ4vx9u50APrZOq1nxRjn+xhDEgB8fkcsZkV7cc7LLJdh/jcn0KDo3AdiU8MDnfHt0jg42+r3H+1ILsLqralm5/2wLB7ejtZm1Z9v7xqKmYO8zM4nneNk27Lv6++0Unxl4Rw+nwc7sZANMqaalJ1rdd6g0AcWe4mQXeooa7XczdW+5V6KW3WeG9QqBBkHlzraWKFSpg9MQa52Zq3cr5SxQUGEpwMuleoDUZiHHQTddH1LUovqoNUx8JZKurXBQ2+hEEQIIYSQ687xrCo8tU0fNu4dG4T7xgWbnfPp/kzOgNNPFsWYBaWLJQ2Y+/VxKDWWN9W3Z26sD96dHw2xUF/Bmfv1cbbzmNEgHwd8c2cc1p3Iw4/HctnjdmIhTr0wpc15M6TzvKQSdn8NwzBmQ3EBwEFiBZlCYzbfqfVA07bIDCHIwbplyVuFYTmbkel+o6LaZs5zUa0qI9nGzm2utsip0n8d4tZ9VRrTStA5Q7OCaB/Hbru+Jcbf/dgA8yWJfRH9l0kIIYSQ68rFkgY8+EsS1FoGNw/2wos3DTQ75+tDWfjMpCHB+7cPxtxYX84554rqMOer42A61yCMY9WUMDw5NQw8Hg8KtdaswgMAy0cH4tHJoYh/cz/n+Hvzo7FomH/X35RYNCbUFduTigAADQoNpCZBxcgYNuWtKj9tzfxpraFZX/Wxl7R8NC6o4VZ72gtBAS7crnTGQaYhbnYtQ03d7Dp3Mx1gGIZt/x3h6YA9afoZStE9vEQtOb8WADDUwr6svohCECGEEEKuG0W1cixfmwCZUoORwc74eGGM2RKin47l4v29Gezjt+dGY2G8H+ecpPxazP/mRJffX8jn4d35g3F7nD5QZVc2Whx++uWSWFhbCcwCUMKLU9jW2aR7BLm2VFBK65sthiDjMrDWe4LamvnTWl2zfuaP6bVbzxlyszcNQdyA5NaqA52x+hPsZoeD6RUAuq8SVFqvQFWjEgI+D5FeDkgzVIIG+/ZcCGIYBskFxhDk2GPvcy3RnCBCCCGEXBfq5CosX5uICpkS4R72WLM0nl2KZrQ5oQCv77rIPn59ThSWjOBWXU7lVF9RALKXCLF+xXA2AG1JLDALQH7O1ti/egI2ni7AvT+fYY/fGuONnLdvogDUAzxMmgm01diirbbWna0EldUrzd4rMa+Gc45xHhFgXglqvUTPuBwuxK1lOVywa/dUgs4V1QHQt8OulClR36yGSMDHgB5sj51b1YRauRoiIf+GmBEEUCWIEEIIIdcBhVqL+34+g6yKRnhJJVi3YpjZX/z/Si3BczvS2Mcv3BSBZaMCOeccuVyJZT8ldPn9fZ2sse6eYQh113+QXPjtSSS0+hA8Z4g3Hpsciqkfc4PRlgdGYkRwZxoxkyvhatfSkMC4d6c1HvQhpPWeIGEnGwUYB5t6thOC/AwhSKdjzJbKmWIYBrmGJXBOtiJUNeqrTMHdVAlKLdJXfmL8pDhXXAdAvzdIJOy52kayYT/QYB9pj77PtUQhiBBCCCG9Sqtj8MTmsziTXwt7iX4YqpeUOwz1v/RyPLYphX28akoYHhgfwjnnwKVyTnWms2L8HPHDsni42Yuh1uoQ9uIes3Nenh0JO4kQUz8+wh4TC/lIeXkaDT7tYabNJRrb6PBnXAbXOgTZS8yXzllinOljOsdHoW5pquBqJ2Lvo7iumfM+MSZtvAGgpF6BJpUWQj4PDc360BbsagvbbmqSkVpYBwAY7OvIft3j+4GMS+FukKYIAIUgQgghhPQi/ZyfC9h7oQwiAR/fL4s3G/h4KqcaK9a1hJsVY4Lw5NQwzjl70krx0IbkLr//jCgPfLooFtYiQZvzfzbcNwIf/ZvB/jUcAJ6ZGY6HJ4Z2+f1I15mGh0al5RDUrLLcCtu00UF7jMNMPdqY4+NnshQus0LGeW5GlAfn8QXDHp0wD3tkGIaYtu4ed6V0OgZpRS17gLae0c/H6ulmBWcMVbEbZT8QQCGIEEIIIb3o28M5WH8yHzwe8PGiGIxstawstbAOi787xT5eGO+L/5s9kLMH44+zxXh889kuv/eyUQF45ZYoCPg8HL5cibtbLaMLdLHBZ4tjMeer45zj+54cj7Ae3H9BuGxELfvCtDrLrf5aV4CMOtuivLjOWAnSVyCVGu71TPcDZZQ1cp4bH+bGeXy+RN9QYZC3Ay4Ut3zdHbIrGyFTaiCx0g9GPW8IXPGBPReCqhqVuFyu/56HB904yz4pBBFCCCGkV/xxthjv7dUPQ/2/myMxezB3xk9GmYwTQGYN8sS78wZzAtDWM4V4Zvu5Lr/30zPC8fDEEPB4PHzwTzq+OpjNeX5erA8mRrhz3t9GJEDy/02DxErQ+nKklzUZKkRKNTe8mAaotsgUalQ16hsjBLjqw05BNXfPj2mHusxybiUozIPb8MAYTAb5SPHT8Vz26+6QmKdflhbr54SLJQ1Qaxm42ok5Ia27nc7RV4EiPO3ZocE3AgpBhBBCCLnmTuVU4+lt+vBy39ggrBgbxHk+r6oJMz5t2X8zNtQVX9wRy2mXvTWxEM/81rUAJODz8M48fUtthmEw/v2DZpvcX7s1Cieyq7DKZA/SwxND8MzMiC69F+kebRR/Wp7XMWgyVIKa1a3nBHXcGCG3St/EwNVODAfDHqJTOdWccyI8Wyo5l1sth2vdwdAYgvxdbJBvCFNR3VQJMi5LGxbohDP5+q/jA5w69X1eKeO/ResqbV9HIYgQQggh11RWRSNW/pIElVaHm6I98UKrYail9c2Y+OEh9nGMnyN+XB4PoaClK9WWxAI8+1sausLaSoCv7xyKSRHubTZA+PHueLPmCr8/MgZDWm1+J9cOYzLtVmCh21utXMUuk9OYJCbPNvb3tNYyzLSl2vN3WinnnAjDPjWNVoesCu5yOFMVDQpUyJTg81ru29fJGo423VNBMXYsjA90xvqTeYave3Y/0MkbNATdGD3uCCGEENInVMqUWL42AfXNagz1d8THC4dwqjvVjUpOc4JgV1tsvn8k56/tmxO6HoCcbUXY9MBITIpwR6VMaRaAxEI+vr0rziwAXXhtBgWgXmZa3bHUYa3SsJTN2VaEyyZL1Tq7BC3HZKaP0amclvbY1lYCdrnZ5fJGTte4ubE+nGtdMOwHCnGzQ6ZhH82gbpqrU1rfjKLaZvB5wBB/R5zJ7/mObZUyJbIqGsHjASODnXvsfXoDVYIIIYQQck00q7S4b/0ZFNU2I8DFBt8vi+fsr6lvVmPiB4fYx652Yvzx6BhYm+zr2JRQgOd3dC0A+TpZY/2K4Qh2s0NyQS3mfc0dpBof4ITJA93x4K9J7LE5Q7zx6aIhPbrMiHSOaVtsS3t8KmX6EORmJ0ZCbkt48XbsXCUo27AcznTfj6kBnvZsUE81DCo1ujWGu4/trKFl9SAfKTtnqLsqNWcM+4EivR1QVNOMOrkaNiJBj7bHPp2rrwJFeDp0WzXrekGVIEIIIYT0OK2OweObU5BaWAcnGyusu2c4XOzE7PNylQY3fXYUMsMGd5GQj/2rx3PmvGw83fUAFOnlgB0Pj0awmx02nM43C0DLRweCz+Ph/b0Z7LEv7ojFZ4tjKQBdJ0zbYlvq9lbeYAhB9mKotS3L4TrbLOCSoXoTbtj307oNd4RJJ8BzrUJQ64BjDD5DA5zYJgbxgd1TQTHuzYkPcMaJ7CoAwLBAZ1gJeu7j/Mls41K4G6sKBFAliBBCCCHXwJt/X8S/F8shEupnAZn+1V2p0WL+NydRXNfMHjv+7GTOX543nM7HizvPd+k9x4S64Nu74mAvscKqTSn4M7WE8/zLsyPx+q6LnGNHnp4Ef5ee67RFuq5BoWa/ttSdrKBaX8lpPeOnrcqOqUalBjmGSpCxeUGKYTCoUbRvS6XlbGE95znTkK7W6pBimCXlZGOF+mY1rK0E3dYU4YQhkIwOccGWxEL26550IvvG3A8EUAgihBBCSA/76Vgu1h7PAwB8snAI5y/jGq0OK9Yl4lJpA3vsxHOT4WbfUiX69VQ+Xvq9awHopmhPfLJoCEQCPqJf/QcyBfev+6/dGoVX/rzAOZb+xkxqf30dKqtXsl+7W2h2kG/o7te6INKZEGT8vfN0kMDVUJnceqaIc06sYUBos0rL2XPkaGPFOe98cT2a1Vo42lihVq5mX9sdlZqSumbkVjWBz9NXf/63NRUAMDrE9aqv3ZaCajlyq5og5PMwqofDVm+gEEQIIYSQHvPPhTK88be+2vL8rAjcPNiLfY5hGPxvWyqOZ7W0Iz701ER4O1qzj385lY//62IAWhTvh7fnRUOrYxD0/G6z51dOCOYEoHlDffDRghha/nadMg0ernbmlaA8QxtqTate2n6dWA7XMtOnpVrzl0nF0NpKgHDDcrjzJfWcYa33jwvmXIvdAxTgbNLKunuWkR3P0i9/G+zriPwaOWRKDRwkQkR2U5XJksOZlQCAof5ObOvwGwmFIEIIIYT0iLOFdXh8cwoYBrhzhD8eGM/90Pj27kv442zLB849j49DoMlf7385mYf/+4NbrenIyvHBeG5WBBqaNYh5/V/OcwEuNvB3tsGawznssa/vHIqbor1aX4ZcR0ybEbSeycMwDPINy+GaVdwZQZ2pwJwv1leCotro4DbYV8q2Zj/danbQjChPzuOEXP0yumGBTvj5RB4AYHhQ94agMaEu7Ncjg10stgzvLkcu60PQhHC3HnuP3kQhiBBCCCHdrqBajnvXJUKh1mFSuBteuzWKU2n57kg2vj+ayz7+7aFRGOjV8lft9Sfz8HIXA9CzMyPw0MQQ5FY1YZLJnCEAmB7pgX8vlrPDKwHg6DOTOlUtIL3LOMfHkgqZEnVyNfi8looQAMxsFVDacrZQH1yMHdbK6hWc52P9WxofmLbNBvTt2410OoYdXurtaI2SegUEfF63tFdnGAbHDXtzxoS64rP9mezXPUWl0eGEIWyND6MQRAghhBDSoTq5CsvXJaC6SYUobwd8uWQoZ9Dp9qQivL07nX287p5hiAto+Yv5L6fyuxSAeDzgrduisWSEP05kV2HJ96c5zy8bFYD1J/M5xy69PpPTeptcn0wHpVpqMGDc0xPsZsfZVzbYr+O20dWNSmQbAlacYdbO7lZDUo0hRqXRsSHHyHS+VUa5DHVyNSRWfNTKVexrLc016qrL5Y2olCkhFvIxwMMeSYb5QBN7sEKTXFCLJpUWLraibmvscL2hFtmEEEII6TZKjRYP/JKEnMomeEsl+Gn5MM4Hwf0Xy/HUtlT28Rd3xGJiuDv7eHNCQZf2AFkJePh8cSyWjPDHhtP5ZgFoxZggTgAa7CtF7js3UQDqIypkLU0Rxg8w/9B/qVS/XyjQhdsEIdKr4w/uxjAR5m4HJ0PXuS/+y+ScM8zQAju1qI4zJHXFmCDOecalYyODXXDCsMetuyooBzMqAOg7wZ3Jq4FGxyDI1RYBLh03frhSxu9nXJgrJ+zdSKgSRAghhJBuodMxeGb7OSTk1sBeLMTae4Zz2hafzqnGfevPsI/fvG0QbjEZNrk9qQjPdWEOkMSKj2/visPEcHe89Hsafj1VwHl+bqwPfjresuTuscmh+N/08Cv51kgvya5oZL8ON5nXY5Repq/+aHU6zvG29viYOpNvPsfH2NUNAAZ6ObCzrE5lc/cD3TnSn/P4iKGJwJgQV3xuCFLjB3TPcrWD6foQNCnCHYeN+3QsBMLuZHwfS8HzRkEhiBBCCCHd4uN9l/HH2RII+Tx8uzQO4Z4tH1ovljRg0Xen2MdPTh2Au0YGsI//OFvMqRB1xF4ixNrlwxAX4ITZXxxlN7gbRXk7YGdKMft47fJhmBTh3voy5DqXVdkSgix1QjtXpO/uZlqlAcBpsd6WhFxjBzd9tae2ScV53nQGz6lcbggy3Q8kV2mQaGiKILW2gkyhgaONFQb7OnZ4Dx2pb1azYW1SuDu+OZQNoGeXwlU0KHDBMEB23A26HwigEEQIIYSQbrAlsQBfHswCALwzL5qzaTu/ugk3fX6Ufbx0ZABWTQllH+9OK8Xjm892+r1c7cRYv2I4wj3tLbbABsB+iANoAGpf9s+FMvbr4FZzf2qaVMg1DDotqGlpijBrUMdNEeQqDdse29jGeuuZQs45Y0Jd2HMT81oGqIqFfE6Tj9M5NVBpdfBxtEZRrdzwWtdu6dx2LLMKWh2DUHc7yFValNYrIBbye3R46f5L+spTjJ9jp8JkX0UhiBBCCCFX5VhmFV7cqd/Hs2pKGBbE+7HPVTQoMOGDQ+zjmVGeeH1OS6e4fy+U4eENyZ1+Ly+pBBvuGwFvR2uEvMANQFJrK9Q3qznHqAFC32Y6Q0rYquV1SoE+mIS42bINDgB0arDnqZxqaHQMfJ2s4eukn0v1/j8Z7PMCPo8NRyezq6HStFSanp7BXVJpunTscKa+o9qEbt4PNCncDQfSywHov7+eHOq7/5L+faZHevTYe1wPqDECIYQQQq5YVoUMD21IgkbH4LYh3nhyahj7XH2zGsPfPsA+HurviC+XxLIB6GB6BR74JanT7+XvbIOtK0fB1V6MiP/by3lugIcdJwCFudtRA4Q+TqFumftjaQ9MsiEEta5WGDu9tefIZX1YGRfmBh6PB4ZhOINQY3ylsDcMCDUGEaNbh3hzHhv3A8X4SnHOMNNoXDfsB9LqGBxiQ5A7/r2gDyfTejCcNCk1OGZojT11IIUgQgghhBAz1Y1K3LMuETKFBsMCnfDe7YPZgNOs0mLiBwfZc32drLHx/pHsX/OPXK7EPesSO/1ewW622LpyFERCPga/yh2COsTPEZfLW/aOLBnhj32rJ3CWLJG+x3RJ4/Qo8w/kZwxL1Jpb7QeK8Oy4M9zRTGODAX1YyTJpwAC07IVhGAYH0ys5z7nbtzT7KKyRI6eyCQI+Dwq1Fgyjb+DgJbXu8B46klxQi6pGFRwkQgS42uJsYR0AYFoPhpOjmVVQaXTwd7bBAA+7Hnuf6wEthyOEEEJIlynU+lbYhTXN8He2wZql8RAL9VUXtVaHuV8fZzttiYR87H1iPLuE50R2FZb9lNDp94rwtMcv945AnVyFaZ8c4TwX5e3AfjgEgLfmDsKdIwJA+r4kk7k8w0w6uAH6kJ1SUAcAKKlrZo+PDHbucC9OcV0zsg3BZVSIPgR9doDbGttYBcmsaESxyfWnDuQ21zDuWRoe6IwThg5yMywEtivxz3n9tacM9GArQrH+jnA36bjY3fZd1Febpg70uOH/iECVIEIIIYR0CcMwePa3c0jKr4WDRIiflg+Ds2HOik7H4IH1Z5BeJmPPP/38FNgZZgUl5NaYzfJpz2BfKTY/MBK5VU1mAcjTQcKpFmx+YCQFoBvIuuN57Ndh7tyqRGKevhmBt1SCSpNZQjOjOm6KcNSwh2eInyOk1volb7vOtQxJdbcXswNC/0vnLoVbPY27H2ivIahMCHdjl8VN78Q9dIRhGOw1BKwZUR7XZCmcVsfgv/Sef5/rBYUgQgghhHTJZwcyW1ph3xWHUJMPqC//eR4HM1qWD518fjI7iDIpvxYL15zs9PvEBzjh1/tG4GR2tcXXlTUo2K+PPjOpRztmkWtLp2NQUq//+braicyqEscN+1bcWlVFxnViro0x2BiHmbZupjFloDs7ILR1CBro1dL2vVKmRJJhX5JEyIdCre8QF2WhlXdXXSxtQFFtM8RCPoYGOOFEtv77nR559QGrLUn5taiVqyG1tmLbht/IaDkcIYQQQjrt95RifLpfv3TorbmDMNqkFfa3h7M5A0v3r57A7o04V1SH+d+c6PT7jA5xwQ93x2NLYiFe++tiu+emvTqd3cRObgymlcQHxgebPX/cEAoUKi3neOs22q01q7RsxcZY7fj1VD7nnCkR+uMVMgUS81qW5Pk5W3PC2L6L5WAYY0MEfbvtmYM8u2UZ2T+Gys/4AW44lVMDtZZBsJst5w8O3e1fQ+VpUribWSe+G9GN/x0SQgghpFucyavBM9vPAQAenBCCRcP82ef+OFuMd/eks493Pjya/cB2oaQet355vNPvMyncDT8tH4ZP92e2G4AEfB6y3ppFAegGdOhySwXGdOYUoG+7bhyOm1HeEpZuj/PtMIAcvlwJhVoHXydrtqrzgUlrbLGQz77fPxf0IcfoldlRnGsZl6tNGejBtpWe0Q1L4YCW/UAzojzx97kSAJ1b6nelGIbB7jT9ksBZ0V499j7XEwpBhBBCCOlQfnUTHvglCSqtDjOjPPGMyayUY5lVnGGn6+4Zhlh//XKazHIZbv78WKffZ2aUJ9YsjcdT21Lx3ZGcNs8bHeKCrLdm9Yu/WPdHn+1vaVQwsFW3twOGJWqBrQbgdiaA/HuxJVzweDwoNdxK0rgwV7at+m6TfUKAvipj1KBQ46ShGuVkY4UGhQYutqJOtefuyOVyGTLKZbAS8DAy2JldXjp7sHcHr7xyKYV1KKlXwFYksNiO/EZEy+EIIYQQ0q56uRor1iWipkmFwb5SfLJoCLtn4nxxPe76saXRwUcLYjAxXN9BK7/avJlBe+YM8caHC2KwcM1JtvOXJQ9OCMFzsyKu7Jsh1z2lRgulYThplLcD+7tmdMBQdWkdgMeFtT+bR63V4cAlfYAyDgLdmVzMOccYNKoalTiV2zKo1U4shEjY8n4HLpVDrWUQ6m6HS4ale9MiPTrsTNcZu1L1lZ/xYW44k1cLlUaHYDdbzn6k7va3IfBNjfTo0UGs1xMKQYQQQghpk1qrw0MbkpBd2QQvqQQ/LItn/1JeUC3H7C9aqjxPzwjH/DhfAEBpfTMmfnio0+8zb6gP3ps/GOPfP4jSekWb5703P5qzDI/ceE5ktYSPhyeGcp5rVmnZYZ65VU3s8RFBzh1+eE/IrUF9sxoutiLEG1puP7cjjX1eJORjiqEF9j8XyjhL4T5dNIRzrT/O6oPKtEgPbErQ74O7JebqKzUMw+AvQyC5JcYbuwxL4WZHe/VYy2qdrmUp3M39ZCkcQMvhCCGEENIGhmHw0s7zOJFdDVuRAD/ePYydUVLVqMR4k2Godwz3xyOTQtnnpn98hPMhsj23x/ninXnRCHtxT7sB6Jd7h1MA6ge+PZzNfj1+ALe6czRTv6fH2VYEra7lF2xBvF+H1/0rtSW4GIebmpoU7sbuL9uTVsZ9LqJlPlBVoxJHM1uWwtXJ1XC3F3dLd8ILJQ3IrWqCxIqPEcHOOGxo5z27GwJWW1IK61Bar4CdWMhZ8nejo0oQIYQQQiz67kgOtpwpBJ8HfLEkFpGG1r9NSg3i39zPnjcuzBVv3TYIgH7p3M2fH4VMqenUeyyM98Vrtw5C+Et72z1v7xPjEOF59a2HyfVNq2NwOrelI1vrphd/GyoWYiH37/iTI7hDTFtTarRstePWIfpAseF0Aeecmw1L4SpkCrb7HAB4SyWcZW67Ukug1TGI8ZUitVDfFe7WGO9uWQpnDGpTIjxwLLMKai2DAR52GODR80vhpvWjpXAAVYIIIYQQYsHe86V4d6++29vLsyMx2dA2WK3VYbrJPp9AFxv8tHwY+HweGpUazP36OMoblBav2driYX54aXYkBr7cfgA6/cIUCkD9RLJh7g4AvHATd9+XQq3F/ov6/UCmFcNoHyk7rLcthzIq0aDQwNNBghFB+orNG7taOg9KrPiYYghSf6SUcKqYHy6I4Vxrp2EpnGlXuNtifTr1/bVHp2PYoa23xHixS+56siGC6VK4m/rRUjiAQhAhhBBCWjlXVIcntpwFwwB3jwrA8jFBAPTL4+7+KQHFdc0AAB4P2P34OFgJ+FCotbjju1PIMdmn0Z4lI/zxzMwIDH7133bPO//aDHi0GohJblxrj+eyX88Zwg0WB9Mr0KTSmgWee8YEdnjdPw2B4pYYLwj4PPMBqREesBXrF0j9llzEec50mVtuVRNSC+sg4PNgJeBDqdEh1N2uWwakns6tQXFdM+zFQkR4OrDVqLndELDaklRQi7IGBezFwg4bS9xoaDkcIYQQQlgldc249+czUKh1mBjuhv+bHck+98LONJzIbtm0nvzSNNiIhFBpdLhnbSLSius79R53jfTHY5PDMPSNfe2el/nWLFhRC+x+Q1+VaNmL0zr8GqskrZfCTe+gNbZMoWYrNsZg9cm+y5xzbjc09LhQUs8Z1DrEz5HTne73FH03uTGhrjiWpd+vc9sQ725pWmAMX7NjvLDX0JhheKAz/JxtOnjlldtp+H6mR3n2q6VwAFWCCCGEEGLQqNRgxbpEVMqUCPewxxd3xLJtiL8+lIVNCYXsucefmwwnWxE0Wh0e3pCMkznVbV2W4+5RAVg5PgQj3j7Q5jleUgly37mJAlA/Y9qS+tVbIjnP1Te3BBnTpXDjwlxhJ27/b/p7zpdBqdEhxM2WrdisO5HHPu9uL2arIL8lcVtmf7ywZSkcwzD446z++VHBLuwfBFpXrK6EXKXBHsOytPlDffFbkj4QzRvac1UgpUbL7gfqyfe5XtH/uxBCCCEEWh2DxzelIL1MBlc7MX5cHs9uSv89pRjv781gz/3nifHwcbSGTsfg6e3n2A+nHVk+OhBLRwVg3PsH2zxnYrgbTj4/pcfaAZPrl+nvWOtgsetcCZQaHewl3MBz18iADq+7NVEf3ucN9QWPx0OGSaUHAOYO9YFQwIdaq8OfqdwQFOxmx359OrcGedVy2IgEaFCowTDAsECnbqnU7D1fhiaVFoEuNhALBcisaIRIyMesHtynczC9AvXNang6SLqls11fQ8vhCCGEEIL396bjQHoFxEI+frg7Hr5O+g92J7Kq8MSWs+x52x8chXBPezAMg5f/PM8up+nIijFBWBDvi6kftz089e5RAXhtzqCr+j5I39Ss0uJsYR0AwEEihFOrfT/bzugrI63brnfUFS6rQoYz+bUQ8HnskreHfk3inLPAcPzI5UpUNarY46unDeCct9kwD2j2YC+2i9vibmrZblwKN2+oL3ak6L+eFukBqbVVey+7Ksb/dufEdk9nu76GKkGEEEJIP7f1TCHWHMkBAHywIAZD/BwBABdLGrDkh9Psed8tjWOHTL7/TwZ+PVVgdi1L7h8XhLmxPpj12dE2z3l6RjgFoH7M2KEMAN6cG815LqtChrOGZgSNJq3XV4wJ6nDJ5BZDFWhSuDs8HCRQaXSc5h1D/BwR6q5vP72xVcvs+8YFsV/XNqmw+7x+v5K/sw2KapvhIBHi5sFXX6kpqWtml9bdEuPNNnGY14MNEerkKvyXXgGgZxsvXM+oEkQIIYT0Ywm5NXhxZxoAYNWUMNxqGMpYXNeMmz5vCS2vz4liN6B/dTAL3xzKNr+YBSvHB2PGIE/c8uWxNs95//bBWNiJYZfkxvW/bans1zOiPDjPGatAtiIBGhQtIWjJiParMCqNDr8l66sddwzX/379eiqfc86CeH0VqKhWjgOGUGB8LxtRy8fkHSnFUGl0iPRywIWSBgD68NAdzQS2nSkCwwAjg51xsaQB1U0quNuLMaEHB5fuOlcKtZbBQC+Hftt+nipBhBBCSD9VUC3Hyl/OQK1lcHO0F56YEgZAP/B0zLv/seetGBOEZaMCAQDrjufig38yLF3OzAPjgzE5wh3zvj7R5jk/3h1PAaifyzOpzMyM8oRY2BIsFGottp7RV3NMA5C7vRih7i37dSzZd7EcNU0qeDi0BIrXTWYD2YoE7N6jzSZNPwDg+7vj2a8ZhmGXwk2L9MA+w6yiOzoIYZ2h1THYkqi/9h3D/bHZ8PWCeF+2KUlPMC6F68lq0/WOQhAhhBDSD8kUatz7cyJq5WpE+0jx4YIY8Pk8KDVaDHt7P3ve+AFu+L/ZAwEAvyUV4dW/LrZ1SY57xgRiXJgrFn13qs1zfntoNKYM9GjzedI/fPhvS6h+ZmY457m/UktQK1dD1Kot9lMzuOdZsjFBX/W5PU4fKLIrGznPzxvqCzuxvsX75kRuCBpl0iggKb8WmRWNkFjxodHpoNExiPV37JYKypHLlSipV8DRxgpR3lIcy9LPBloU3z17jSzJr25CUn4t+Dzg1iE9N4j1ekfL4QghhJB+RqtjsGpTCjIrGuHhIMb3y+JhLRJAp2Nw+zcnodLoAADeUgl+ujsePB4P/14o4yxZas+yUQEYF+aKpT8mtHnOvifHI8zDvlu+H9J3KdRadv4PwO3GxjAMfj6ZZ3jAfZ1x2WZbMspkOJ5VDT4PWDJC30Fuqcn+NgBYOkp/fN/FclQ1KtnjD00M4XQnNLaGnz3Ym20pfUc3NUTYYNiHNH+oL/44WwyGAcaGusLfpedmAxkra2PD3Pr1IGKqBBFCCCH9zDu7L+FgRiUkVnx8vywenlL9B6Gnt5/jDDzdt3oChAI+TmZX44Ffktq6HMeSEf4YHeKKFevOtHnOiecmUwAiAIAdyS3dBT9ZFMN5LqWwDueLGyDk86DS6tjj948L6nAvjnEO0IwoT/g4WqNJqUGJyXyhkcHOGGD4HWy9T2jV5DD26+pGJf46p29U4O9sg7xqOezEQsyOufqGCGX1CvyXrl9atzDej937tGhYzy0P1Wh17Pvc0YPv0xf0aAg6cuQIbrnlFnh76yfp/v7775znGYbByy+/DC8vL1hbW2Pq1KnIzMzsyVsihBBC+rXNCQX44VguAODDBTEY7OsIAPjmUDbbphcAzrw0FbZiIc4V1eGO79te0mZqUbwfRga74MFf2w5MZ1+eBm9H6yv/BsgN5QVDUw4AuKnVTJz1hiDTeinc3aMD271mnVyFnYY208sN576/N51zztKR+uOZ5TLOoN8BHnawFrUErE0JBVBpdIj2kSKloBaAfnmdadOEK7X1TCF0DDA80BmFNXKUNSjgZGOF6VE9t0T0YEYlKmRKuNiK+v1S1B4NQU1NTYiJicFXX31l8fn3338fn3/+Ob799lucPn0atra2mDFjBhQKhcXzCSGEEHLlTmZX46XfzwMAnpw6ALMH65cU7UkrxXsmHxIPPjURrnZiZFU04tYvj3fq2vOG+iA+0AmrNqW0ec6l12fC0UbU5vOkf0nKr2G/XjEmiNMQoVKmxN+GttlylZY9PiLImZ1h1ZYtiYVQqPWd3IYHORuW1bVUe9ztxWzQ+OFoLue13y1taYig0uiw3vC6SeFuOJhRCR6vJVhdDY1Wh02GZguLh/vhl1Mt+5dM/x26m7EJw/w4X7Nw2d/06J6gWbNmYdasWRafYxgGn376KV566SXMmTMHALB+/Xp4eHjg999/x+LFi3vy1gghhJB+Jb+6CQ9tSIJGx+CWGG+smhIKAEguqMVDG5LZ83Y8PBpBrrYormvG1I8Pd+rac4Z4Y6i/E57efq7NczLfmtXhTBfSvyz/KZH9+rHJoZznfj6RB7WWaf0SPNlqgGlrGm1LcFk+JhA8Ho+tChktHRkAKwEflTKl2bDfQFdb9uvdaaWokCnhZi9GpWHP0JQId845V2rfxXKU1ivgbCtClLcUq7emgscD7hoZcNXXbot++Z2+DXhPLrnrK3rt/41yc3NRVlaGqVOnssekUilGjBiBkydPtvk6pVKJhoYGzv8IIYQQ0rYGhRor1iWiTq5GjK8UH9w+GDweD3lVTZz21WuWxmGovxOqGpWcFtntmT3YC0P8HNkKkyXZb99EAej/2Tvv8KbKNozf2W3SvfeetKWTsjcyVRBFRdm4xb0H7u3n3goyRVBEUBEUZK9CJxS6995p0uzknO+Pk542JF2QMt/fdeVKzj5JT9LzvM/z3DfBhKIGOeRG49PRYa5wlnRlCOVqXZcgQjfsRHwMD3bpdb+7cutRI1XBRSJkxROe2NIl6GEr4LGBxoYTFSa9Rl/elci+pmkaPx5lskSz432wPYvpC1o2ustA9WLo7Fman+pvYuga6HrxAVZPbM3oKr8Lde9dXvx64LL9ItXXM667np6m9Yienp7sMku8++67cHR0ZB/+/iSSJRAIBAKhJ/QGCis2ZaGkSQEvBxv8sCgFNgIeWjo0mPC/A+x6L8+KxrQYL8jUun5ngGbEemGonyNe70E2W8jjovSdmeBxORaXE65fnvutK2v41pw4k2U/pVVCrtaDf9510xm89wRN06yJ75JRQbAR8ExK7gAmA+IsEUKtM5gJIszq1pOUWdmG09XtEPK54PE4UOkMiPKyx8hQV1wseXUypJW1gsflYG6SH37NYIKgRSMHLwtEUTS2GFXhSBaI4aoblnnhhRfQ3t7OPqqqqvreiEAgEAiE65S3/87DoUJGCW7V4hR4ONhApTUg+a0uL6D5qQG4Z2wI1DoD5nx5FFKlrs/93jDEE/H+Tnjn73yLyz0dRCh4azq4JAAinEetVIXMSikAwM1OhOBu5WVqnQGrjcIdesq0HG5qjFev+z1U1IxzdTKIhTw2oLj1G9PqouVjmEzOtswatCq07Pynp0aYBFg/HikHANw01Ad/5TC9SUuN5XUXy3pjlmt6jBfSSlshV+sR5CrGuHD3i953TxwraUFVqwr2NnwzAYrrlcsWBHl5MRdyQ0ODyfyGhgZ2mSVEIhEcHBxMHgQCgUAgEMz5Ka0Ca46WAwA+uT0Bsb6OMFA0JvxvP7tOUoAT3rklFjoDhQWr0lDarOhzv5OiPJAY4IT3dlkOgKK87HHihclWuWEkXHu8sqOrdPLHJSkmy7ZmVKNJrjl/E7xzS1yfGcWv9xcDAO5KDYCTWIjy867lWUO94e8iBkXRWH2k1GTZ/eND2deVLUrsPstUJfk527LldbMTfPvx7nqHUa5j+pAWjwpiA6IFIwIHdcBgwwnmOHMSfE3U765nLlsQFBwcDC8vL/z333/sPJlMhrS0NIwcOfJynRaBQCAQCNcEx4qb8eqOswCYUe4Zcd6gaRpL155Cg4y5yZQIedhy/0jQNLBiUybSK9r63O+4CHckBzrjg90FFpePDHHF7sfHkQCIYJFGmRp785jmfC4HrEQ7wJRufneoxOJ2c5N6D0AyKtqQVtYKAY+D5WOZbM/NXx4xWee+sSEAgH/P1aOkqStAuj3Fz6Rn7btDJTBQNMaGu7FCAncPD+jTm6g/bDYq10V7O0BnoJBfL4etgId5yYNXolYjVWHPOSbpMJgld1cbg6oO19HRgeLiYna6rKwM2dnZcHFxQUBAAB5//HG89dZbCA8PR3BwMFauXAkfHx/MmTNnME+LQCAQCIRrmrJmBR78KRN6isbsBB88PJFR3np3Vz4OFTax66W9NAV8Lgcv/p6Lf8429LQ7llGhrhgW6IwP/7EcAM2I9cI3C5Kt8yYI1yTPdusF2vbQaJNlO7JrUdWqMtvmlRuH9BmAdPYC3ZLoC29HWzTK1JCp9ezykSGuiPd3Ak3T+GJfscm2r94Uw75ulKlZM9F4Pyd8ub8YtgIellpBEEGrp7DGKLawbHQQfjjMZKPmpfjBUSy46P33xKa0ClA08xkQk+IuBjUISk9Px8SJE9npJ598EgCwePFirF27Fs8++ywUCgXuu+8+SKVSjBkzBrt374aNjc1gnhaBQCAQCNcs7Uodlq89hXaVDgn+Tnj/VqaZfPPJSnx/qKsE6ORLk2En4uOjfwtYv5LeSA50RmqwCz7aU2hx+fxUf7w7d6jV3gfh2qNWqsKBAiYIF/K5SPB3Ypdp9RQ+2Wv52rpreECv+82tacfevAZwOMB945iytlu/PWayzqOTwwEA+wsacba2S1l4WJAzJKKu2+FVR8qgNVBICXTGyXJGVGF+agBcJBfvb/VnTi0aZBp4OogwxMcBz2w9DQ7HeopzltDoDdh8kumfXzyKZIG6M6hB0IQJE0DT5hrvnXA4HLzxxht44403BvM0CAQCgUC4LtAZKDy8KROlzQr4ONrg+0XJsBHwcKSoGc9vO8Ou999T4+Fhb4M1R8vMRsUtEefriFGhrvh0b5HF5fePC8ELM6Ot9j4I1yZP/9olVf3L/aatD1tOVaK6zTwL9OpNfWeBPjEG5rPjfRDmYYcmucYko5Qa7IKRoa6gaRqf/2d6vX99d1fmUqrUsopxw0Nc8NX+Egh4HNw77uKDFJqm2czPklHBWH+MOc7UIZ5W8R3qib/P1KFFoYW3ow2mRHv2vcF1xFWnDkcgEAgEAsEyb+/Mw5HiZtgKePhhcQo87G1Q2CDHgtVp7DpbHxiJUHc7/J5V3aO0dXciPe0xOsytx2Dp6akRJAAi9EllixLHSloAAPYivkkWSKU14PMerq/5qb1ngbKrpPgvvxE8LgePTWGMVG/9xjQL9LgxC3SkuBnZVVJ2foSnHdztRez02mPlUGoNGOLtgHPGbNGtSX7wdrTt35vshUNFzcivl0Mi5GFqjCcrjnCvsU9psFhnDLbuHh4APvHqMoF8GgQCgUAgXAP8fLKSNWD85I4ExPg4okGmxtRPDrHrfD4/ESlBLvgvr8HEQLIngt0kGBPuhm8PWm5Wf/3mGKyYFG6V8ydc2yz6sVsg/uAok2XrjpdbVIR7Y3ZMv7NAtyT6IthNggaZGpWtSnb5sCBn1tvni/OyQJvuHcG+7tDoWSXFiVHu2F/QBC4HeKCbatzF8IOxFPWOYQHYkVUDrYFCgr8TkgOdrbJ/S5yuliK7Sgohj4s7+wgmr0dIEEQgEAgEwlXOybJWVnb4qRsiMD3WCwqNHsPf6VJgfWJKBG6O90F6eSuWr0vvc5++TrYYG+7Geracz//mxWPxqCCrnD/h2ianSoryFiYwifZ2QKRXV3O+TK1jRQ3O585hvd+4Z1S04mBhE3hcDh41BuOzvzxqss6jk8PB4XBwvKSF7fHpPA83u64s0MYTFWhX6RDiJkGZUVr7xqE+VilVy61px5HiZvC4HMxP9ccGY8ndvWNDBlVFsTMLNDPOy+S9EhhIEEQgEAgEwlVMdZsSD27MgM5AY1acN1ZMCoPeQJkEQNNiPPHYlHAUNshx27fHe9kbg6eDCGPD3bD+eIXF5d/cnYTbkv2s9h4I1y40TWP2V12Byfm+QN8fLEW7ytyc94v5iRDye75NpWka//uHyQLNS/ZDgKsY1W1K1MvU7DrJgc4YE+YGmqbxwT+mnlYblqeyr+VqHZvtvCHGE7tyGY+gBydYJwv0ldG/6Mah3jhY2IQ2pQ6BrmJMixm8Hp1GuRp/5tQCABaRwQqLkCCIQCAQCISrFIVGj3vWpaNFoUWMjwP+Ny8eALB4zUl0aBh5YB9HG3xzdzJqpCqT0riecJUIMSrUDZtPVVlcvnpxCmYQx3lCP/nzdB37em6Sr0l/TVWrkhUL6I6Qx8WsPq6xAwVNOF7aAiGPixWTGAn4CR8eMFnn2WmR4HA42JvXiKxKKTs/1tc0C/TjkXJIlTqEuEtQ1qQATQPTY7wQ7e0wkLdqkaIGOWu8eu/YEPb9Pjg+dFB7dNYfq4DWQCE50BlJAYNXcnc1Q4IgAoFAIBCuQiiKxtO/5iC/Xg43OyF+WJQCWyEP7+8uwNHiFna9fU9PgFSlw+j39vW5TwcbPkaEuLJN2+ezblkqJhOFKUI/UesMePTnLHb6tZtjTJa/tysfGj1ltt2PS4aBy+25TMxA0Xh3Vx4AYMnoIPg5i3G2th16qkuReGKkO4aHuMJA0fjfeb5W65Z2ZYGkSi1WGQOTqUO88O85Rmr7yakRA3inPfP1gRLQNJONPV3djgaZBl4ONrilD/PXi0Gp1XcruRs8+e2rHRIEEQgEAoFwFfL5viLsyq2HgMfBdwuT4eNki+1ZNSYiBhkvTwFF05j00YE+9ycR8pAa7IqdZ+osLv/pnuEYH+FurdMnXAd89G9X8PHSzGg42HQZgqaVtli81qK87DEm3K3X/W7NqEJhQwccbQV4eAKTBZr1+RGTdZ6dHgUA2JFdg4IGOTt/WJAzXLtlgb49WAq5Ro9obwfk1TGKcHMSfBFhBVPRihYFdmQzAwoPTghjv5v3jguBiN+74MPFsDWjGu0qpuTuhiFeg3acqx0SBBEIBAKBcJWx60wd69nz9pw4JAe6IKOiDY9vyWbX2f/0BDjYCnDrN8chVZr3XHRHxOciNdgFe/MaLC7ffN8IjA7r/caUQOhOXbsKPxzuEtVYNqYrI2GgaLzxl2V59i/vSux1v0qtHh8bFeEemRQGR7EA+/JNr9tbEn0R7e1g0YD1xyXD2NeNcjXWHmPOcUKkOyuy8Nhk6ygefnuwBBTN7LuiRYHKViVcJELMT/W3yv4tYaBoVsxk2ehg8HrJqF3vkCCIQCAQCISriLO17XjyF0beetnoYNw+zB9VrUoTb5Qt941AoIsY92/IYEe3e4LP5WB4iCv2FzRZXP7rAyMxIsTVem+AcF3QXaXttwdHmdyMb82owtla8+tyfqo/wjx6z8D8eKQMDTIN/JxtsXBkIGiaxrK1XWqHXA7w5A1MKdvmU5UmpqnzUwNg3y0b9fX+Eqh1jFR1VmUbAOD2FD+rKMLVSFXYmlENAHhoQhgrjrBsdBDEQv5F778n9pxrQEWLEo62AsxLIeIlvUGCIAKBQCAQrhKaOzS4b30GVDoDxoa74cWZUWhX6jD2g/3sOh/cNhSpwS5YuSMX+/Ib+9zn8BAXHCq0HAD9/tAoDAtysdr5E64P9p5rQKPR9yfez9HEC0em1uHD83p0Onl+eu+muw0yNSun/cy0SIj4PHxznofVopFB8HcRQ6bW4TNjtrST17v1JFW3KbEprRIAMDLUFSdKWyHkcfGIlXyvvtxXBJ2BxsgQVzTK1Shs6IC9DR8LRwZZZf890dnfdPfwgEENtq4FSBBEIBAIBMJVgFZP4cGNGaiRqhDsJsGX85NA0UD8G/+y6ywbHYzbU/zx9YES/GS8weuN1CAXExGF7vy5YgwSiaoUYYCotAbcs74rM9O9/AwAPtxdgOYOrdl2b82JhaNYYDa/O+/tyodCa0CCvxNuGuoDtc6AD3Z3BVSOtgK2lO2rfcVoUXQd56WZ0SaS2x/+UwCtgcKIEBccK2G+A3ePCICPU5d63YVS2aLEr+lMFujxKeFs6eo9Y0LgaNv7e7wYsirbkF7RBgGPQzy8+gEJgggEAoFAuMKhaRqv7MjFqfI22Iv4+GFRChxs+Zj+WZfk9bAgZ6y8MRq/pFf1ONLenThfRxPzyO7sfHQM4vwcrXb+hOuHF38/w75+fkaUiQhBRkUbNqaZe09JhDzMT+3dGDW9vBW/Z9WAwwHemB0DLpeD5etOmazzxJRwOEuEKG9WmElvL+/Wk5RdJcWO7FpwOMBQPyfkVEkhFvLwkFFk4WL57L8i6Cka4yLcUS9To7iREXFYOibIKvvvia/2M1mx2Qm+8HSwGdRjXQuQIIhAIBAIhCucdcfKsflUFTgc4PO7EhHmYYenfz2N0ibG2V7A4+Dne0dgX34jnt16us/9hbhJcKam3eKy3Y+PRYwPCYAIA6egXm4ir37f2BD2tc5A4cVtZ0DT5tttvm9krw38BorGq3+cBQDckeKPoX5OqGpVmmQxwz3scPeIQADAu7vy0E0tG98uSGYlt2maxltGUYaZcd7YafQxemhCKNztuwK2C6WkqQO/ZzFZoMcmh7MlefeODTZRx7M2+fUy7M1j5L2tZfJ6rUOKBQkEAoFAuII5UtSMN3cynigvzIjCxEgP/HikDL9lVrPrZL8yFTnVUixfl97Tblg87EUobVZYXLb3yXF9NqYTCJbQGyhM+7QrM7n3yfEmXj+rDpeZSFV3Mj/Vv8+s4+ZTlThbK4ODDR/PTIsEAJM+OABYeeMQCHhcHCtpxj9nTdXipsd2yUTvzq1HekUbbARcuEmEqJGq4ONog3u6BWwXw2d7i0DRwJRoD1S0KFDarICTWIAlowfXr6czCzQz1huh7naDeqxrBZIJIhAIBALhCqW8WYGHN2XCQNGYm+iLe8eG4GBhk4m88MkXJ6NGqsKt3xzvc392Ij7bsH4++54aTwIgwgXzljFQB4DFIwMR5tF1I17ZosRn/xVa2gwvzRrS636lSi1rdvrkDRFwtRNh13n+QlOiPTAuwh0Gisabf+WZLDvw9AT2tUZvwLu78gEAtyb54bdMJmv1zPRI2Agu3renoF6OP0/XAgAenRyOz/9jskD3jwuFnWjw8g5lzQrsNB73oYkkC9RfSCaIQCAQCIQrELlah3vWp6NdpUOCvxPemRuHkqYOLP7xJLvOP4+Pg46iMfWTQ73siYHLATo0eovLDj4zAYGuFy8LTLg+ya+XYe2xcnb65Ru7AhuapvHS9jNQ6yiz7b5fmNxncPDO33loU+oQ6WmPBSMCoTdQePCnTHY5h9MVSG05VWUiCT882MVE7nrD8QpUtirhYS+CQqNHh0aPoX6OmB3vO+D3bIkPdueDpoGZcV44U9OO8hYlXCVCLBoZaJX998S3Bxg/oklRHqSUdQCQTBCBQCAQCFcYBorGY5uzUdzYAU8HEb5fmIwOjR5TPu4KdtYsGQYPexFGv7evX/ukLPRiAMDhZyeSAIhwwegMFKZ/epid/uuRMRDwum4vN5+qwuGiZrPtkgOdMTXGy2x+d46XtOCX9GpwOMA7c+PA53GxYlOWyToPTQhFsJsELR0avL8732TZ2qWp7OtWhZbNzNwc74M/cpjMycuzhpiU7V0oaaUt+C+/ETwuBw9PDGN7gVZMCoNkELNAtVIVthl7kB6eaB1hh+sFkgkiEAgEAuEK48N/CrAvvxEiPhffL0yBg60AUSt3s8tfnhWN4SEuSHpzz0Ud59jzk6wiCUy4fukULACAO4f5I9a3KxNR1apkRQjO58u7Envdr1pnwEtGpbm7hwcgOdAZFS0K7D5bz64T4CJmfX3e25WPdpWOXfbSzGjYCrtK3N7flQ+ZWo9obwcUNMhB0cD0GC+kBl+8DxZN02yZ3Z3D/HGgoAmNcg38XWxx1/DeVe8ulu8PlbJ+RN39mAh9QzJBBAKBQCBcQWzPqsG3RgPID24bijhfRyR08wKak+CDxaOCcPOXRy2WGPWXEy9MJgEQ4aLIqmxjDUcB4M05sexriqLx9K85UGgNZtu9f2scvB17v/a+3l+M0mYFPOxFeHZ6FGiaxvgPD5is88bsGNgIeDhV3opfM6pNlt0ztkuIILOyDVvSqwAA48LdcLioGQIeB8/PiOr3e+2N3bn1yK6SwlbAw+JRQfjWaOj61A2Moetg0ShX4+eTzOdPskADh2SCCAQCgUC4QsipkuLZ3xiJ64cmhGJ2gi/uXnWCDXaCXMX4+PYELFt3CsWNHRd8nJMvTYaHPfERIVw4HRo9bvn6GDu976nxJmVwa46VI63M3Icq2tsBt6f497rvogY5vjEOBLx+cwwcbAT4/lCJyTqzhnpjQqQHdAYKL/+ea7Jsx8OjweEwJW4GisbK7bnsNn8ZJbHvGxdi0i90oegMFOvLde/YYPxyqgpyDZNxujne56L33xvfHiiFRk8hwd8Jo8NcB/VY1yIkE0QgEAgEwhVAg0yNe9enQ6unMCXaA09PjcSH/+SbeKHseXI8Xv/zLA4UNF3wcdJfnkICIMJFc9s3XQHQ8zOiENJNlrm4sQMfnNef08m6pcPYAMUSBorGc7+dhs5AY0q0J6bHeqFdqcM7f3ftz07ExytG8YUfj5hKbw/1c0S8vxM7vfFEBSuvbS/io0aqgq+TLVZMDB/we7bE5lNVKG1WwFUixI3xPlh/gjGDfW56pFV6jXqivl3NGs8+NTWi18+UYBkSBBEIBAKBcJlR6wy4b0MGGuUahHvY4ZM7EvDXmTrW+wMATr82FeuOlWPd8YoLPk7myhvgZnfxhpCE65ufT1Yiv54JPFwkQtw/ztQU9alfsqHRm5dqfnZnAjwceg/AVx0uRWalFPYiPt6YHQMOh4Nhb+81WefpqRHwdLBBjVSFj/41ld7ect9I9nWTXIP//ctkaeYm+bHeWq/eNMSkX+hCaVfp8Mke5viPTg7H1/uLodVTGBHigvER7he9/974ynisYUHOGBPmNqjHulYhQRCBQCAQCJcRmqbx0u+5yKmSwtFWgFWLU1DWrMCjP3epYB17fhKOFDWbeLEMlJxXpsJFIrTGKROuYypaFHhh2xl2es8T40yyEB/9W4ic6naz7YYHu/RZHlbUIMdHxqBi5U1D4ONki+1ZNdAaugKqpAAnLBwZZPzenDFZ9tmdCSbBzbu78iBX6xHr64CCejl0BhqTojxwwxDPgb9xC3y5rwitCi3CPOwQ4+OA7dm1jGT3zCGDmpmpkaqw+RTTC/TkDZEkC3SBkCCIQCAQCITLyJqj5fgtsxpcDvDVXUmwEfBw85dH2eW/PzQKVa1KPNTNG2WgnH5tKhzFAmucLuE6Rq0zmIgTbFw+HK7dMosHC5tYUY/z+WZBcq8363oDhad/zYFWT2FipDvmJfuhQ6PH41uy2XX4XA4+nBcPHpeDbZk1ZmWhsxO6/H7SSluwLbMGHA4wItgVx0tbIORz8epN1glQypoVrDfSS7Oi8c7fzADF3EQ/xPkNrlfPl/uKoDPQGBXqipGhpBfoQiHCCAQCgUAgXCaOFjfjbePN04szo5Ec6IzoV7qksD++PR4SER+3fN23GWpPnHltKuxtSABEuHju+uEE+3p+agDGhHeVYTXK1HiyW8DSnbVLh/WZhfz2YAlyqtvhYMPHe7cOBYfDwfDzyuCemRaJUHc7NMrUeP3PsybLTr00hX2t1hnwvDFbddNQH/x5mvEEemhCqNU8sd7emQedgcbESHfI1XpkVjLqcM9Oj7TK/nuiskWJX9OZsr4nb4gY1GNd65BMEIFAIBAIl4HKFiUe3pQJA0VjbqIvlo0ORsyrXQHQklFBGBnqiqmfXHgAdPb1aSQAIliFNUfLkFkpBQDwuBy83U0O20DReHxLNloUWrPtFo8MxIRIj173nVcnw2dGI9PXZ8fA08EGWzOqTeS1E/ydcM/YEKYMbnsuZGo9u+zBCaFwt+/KSH32XxHKjPLaXA7QINMg0FWMB8aHXtB7P58jRc3Ym9cAHpeDp6ZG4n2jR9CDE0Lh2UfP08Xy+b4i6Cka4yLckRJ08R5H1zMkCCIQCAQC4RKj0Ohx34Z0SJU6DPVzxDtz47Dox5OgaGb5EG8HPHFDBEa+u++Cj3HujWmD6lRPuH7IrWnH6392mZ6eemmKifLZ1/uLcaykxWw7IZ+Ll40qbj2h1hnw6M9Z0Blo3DDEE3MSfNGu1OHpX3PYdbgc4MPbhoLH5eCv03XYc67BZB/PTuvKvuTWtOP7Q6UAgDmJvtiezWSB3rklDjaCixdD0BkovPEXk4VaOCIQBwubUCNVwdvRBveODelj64ujuLED2zJJFshakCCIQCAQCIRLCE3TeGZrDvLr5XCzE+G7hcn47mApjhQ3s+tsfXAkxrx/4QFQ/pvTIRaSAIhw8UiVWtz4xRF2eusDI01K29JKW/DJ3kJLm+K/J029gyzx9s48FDV2wN1ehPfmxoHD4SC+mzkwADw1NRLhnvZo6dDglR2mnkBHnpvI9vjoDBSe3XoaBoqR1+4Mlu4c5o/RVlJQW3esHIUNHXAWC3DHMH98tb8YAPDc9CirKM71xge780HRwJRoTyR0kwEnXBgkCCIQCAQC4RLy1f5i/H2mHgIeB98uSMLZGpnJTeTp16Zi/vcnIO9W7jMQ8t+cbpURbwJBb6CQ8MYedvqpGyJMSrDq2lV4eFMmm8Hsztd3J8HfRdzr/veca8AGo6/OR/Pi4WonwufGsrhOkgOdcf+4EFZFsU2pY5c9NCEUfs5dx/j+UCnO1cngJBbAWSxAWbMCng4ivDAzekDvuycaZGp8upc5v+emR+HL/cVQag1IDnQedGPU9PJW/HuuAVwO40FEuHhIEEQgEAgEwiXiv7wGVgL4jdmxcBILcM/6dHb50ecnYeX2XIsSw/2h4C0SABGsx7J1XddmvL8TVkwKY6fVOgMe2JiJ5g7zPqC5ib6YGefd674bZGo8u5Upebt3bDDGRbijvFmBj/d0DQhIhDx8ekcC+Dwufs2oxu6z9Sb7eKZbGVxxYwfbVzQ30Q/bsmoAAG/NiYOjrXX64t75Ow8dGj0S/J3g5yzGztN14HKAN2bHDKoxKk3TeNfYd3R7ij/CPe0H7VjXEyRXTiAQCATCJaC4sQOPbc4GTQMLRgRgRqyXySj71gdG4pdTVdhh7GEYKIVvzYCQT8Y2CdbhmwMlOFTYJUH96/0j2bIzmqbxyg7G2+p8bAU8vDM3rtd9UxSNJ3/JRptShxgfBzw9LRJ6A4UJ/ztgst4bs2Ph7yJGRYsCr+4wVYM7/sIk9nz0BgrPbmXktceEueFYSTMMFI0bh3pbzRPoeEkLdhh9gF69aQie2XoaANMXFOMzuJLYe841IKOiDTYCLp4gvUBWg/xaEggEAoEwyLSrdLhvfTo6NHqkBrngxZnRJgHQu3PjUN6iZEeyB0rR2yQAIliPQ4VNeH93Pjud/vIUk+vrp7RK/GKUaT6fPU+O6zMb+fWBYhwtboGtgIfP5ydCxOdh4eqTJuvMGuqNuUm+0BsoPLElGypdl1LckzdEwNvRlp3+7lApMiulsBPx4e8iRn69HM5iAV67OWZA77sndAaK7UVaMDwQp8pbUdzYAVeJEE9OHdzSNL2BYv8Wy8cED7r63PUE+cUkEAgEAmEQMVA0Ht+chdJmBXwcbfD1giSMeq9L9OD2FD/4OduaqGENhOK3Z/TZfE4g9JeSpg4s+rErIPnrkTFw62aIml7eaubR08mme4eb9OhY4lhxM1vy9sbsGIS622F3bj2Ol3apy3k72uCdOYxIwjcHSlhp7k4e6VaWl1vTjk+M+7s9xR9bM6oAAK/eFGNy3hfD6iNlKDIGPQtHBuKzzr6gGVFWK7XriV8zqlHSpICzWID7rSTxTWAg5XAEAoFAIAwiH/1bgP0FTRDxufhuYQpe3XEWUmNzt7+LLRaNDDJR3xoIJe/MBG8QexEI1xetCi0mf3SQnf70jgTE+naVelW3KfHAxkzoDOZKCM9Nj8Ko0N4V2Bpkajy6OQsUzQT/81L80abQ4oGNGSbrfXR7PBzFAmRXSdkeuk5yXpnKlsGpdQY8viUbeorGpCgPHC5qgs5AY+oQT8xOsI5QQUWLgg2yXpgZjU/3FkKhNSAxwAm3JflZ5Rg9odTq2WOvmBQOB+L5ZVXI0BGBQCAQCIPEX6dr8fWBEgDAB7cNxanyVuw8U8cu37BsOAmACFcESq0eSW92lWg+OCEUcxJ92WmZWofla9PR3KEx23ZsuBseGN+7R47OQGHFJkZIIcrLHm/MjgVF0UjsdkwAeGxyOEaFukGu1uHxzVkmy35YlAJHcVcg8P7ufBQb5bWdbAUoauyAm50I7xqlti+WTkU6jZ7C6DBXONkK8PeZevC4HLw1J3ZQxRAA4LuDpWiUa+DnbIsFIwIG9VjXIyQIIhAIBAJhEDhb245nfmWap+8bFwJ3exHe+KvLcPLwsxPNGsH7CwmACNZEZ6CQ8tZednpchDuemx5lsvzhnzJR0CA325bP5eD7hSl9Bh3/+6cAp8rbYC/i45sFybAR8LBk7SmTdUaHueLRyeGgaRovbDuD8hYlu2xEiIuJyMGRomasOVoOAJiT4MOqwX1421C4WqkM7vesGhwpboaIz8WLM6PZvqB7xgQPuhhCrVSF7w4xAygvzIiGiE9UH60NCYIIBAKBQLAyLR0a3Lc+AyqdAWPD3XD38ADc9UMau3zPE+Mw9oP9F7TvgremkwCIYDVomsa8b49DqWWEBzwdRFizZJjJ8lf/OIvDRc0Wt9//9IQ+TUJ3nanDd4dKAQAfzhuKYDcJ/sypNVGfc7cX4dM7EsHjcvBTWiX+Ol1nso+Ny4ezr9uVOraH7uZ4H/yZw6x79/AATIzy6O9b75WWDg3eNA5aPDYlHL9l1KC2XQ1/F1s8NiXcKsfojfd25UOto5Aa5IKZcV6DfrzrERIEEQgEAoFgRXQGCg9vykSNVIVAVzHev3Uoxn94gF2+cflwLFlzqucd9ELu69PIiDDBqjyxJRvZ3aSuDz4z0STI/uFwKTalVVrcdvvDo/s0RM2rk+EpY8Byz5hgTI/1RnWbEo/8bFrq9vmdiXC3FyG3ph0rjRmXTvY/PQF8o/gHTdN47rfTqJepEeImgVJrQL1MjWA3CV6aZR1TVAB4e2ce2pQ6RHnZY3iwK9YeKwPA+A6JhYPbUp9R0Yo/chg57lduGmKV0j6COSQIIhAIBALBiry9Mw8nSlshEfLw3cJkEyW4V24cgu8OlaBGqhrwfk++OBl2IqJnRLAe7+3Kx/ZuvlRZK28wkbfedaYO7/ydb2lTfHN3EhL8nXrdf6tCi3vXp0OpNWBMmBuenxEFnYHCmPdNs6BP3RCBkaGukKt1WLEpE3Q33YXnpkch2E3CTm84UYHdZ+sh4HEwMcoDe/MawONy8MkdCVYLTvblN2BbVg04HODtW2Lxyo5cUDSTdRof4W6VY/QERdF4/U8mA3VHir+JMAXBupAgiEAgEAgEK/FLehXWHisHAHx8RwIe2NClejVrqDcqW5U9lhX1xr9PjIMH8QchWJGv9hfj24Ml7PSJFybDWSJkp4+VNOOxzdkWt316agRmxHn3uv/OPqLqNhUCXMT48q5E8Hlck94jABgf4Y6HJ4ZZ7AMKcBHjwQldstC5Ne146688AMD81ABsOcXIYa+YGNZnQNZf2pU6vLDtDABg2ehgpJW14mytDA42fKy8cYhVjtEbv2VW43R1O+xEfDw1yB5E1zskCCIQCAQCwQpkVrbh5d+ZMp7Hp4TjQEETe0PnJBZgWKAzGyANhLVLhyHC096ap0q4zll3rBwf/lPATh96ZiK8HLuC7NPVUty7Lh1aA2W27ewEHzw8Mcxs/vm8vTMPx0tbIBHysGpxCpzEQqzcnot2lY5dJ8hVjM/vTASXy8HaY+VmfUB7nxzPvu7MEmkNFMZFuONUeRtrPtzdN+hieeOvc2iQaRDsJsGcBF98uofxBHr1phi421tHcKEnOjR6fGD8uzwyKWzQj3e9Q4IgAoFAIBAukgaZGg9syIDWQGHqEE/4ONri55NdfRTv3hKH1/4818seLPPqTUMwIdI6jd4EAgD8ml6FV//oMjvd88Q4BLh29fWUNHVgyZpTUBiFEroT5WWPj+bF99mjsvlkpUlGNMLTHv+erceGExXsOjYCLr43Sl4fL2lhS8A6OfzsRAj5XX1AL/6ei/IWJXydbOFkK0BenQwuEiE+n5/I9gtdLPvyG/BbZjU4HOC9uXF4eUcutAYKk6I8MDfJt+8dXCRf7S9Gk1yDIFcxlowOGvTjXe+QIIhAIBAIhItAozfggY0ZaJRrEOFphyWjgvDsb6fZ5RuWp+LBnzIHvN95yX5YOjrYmqdKuM7ZkV2DZ7Z2XZt/rBiN8G5ZxlqpCgtXpaFVoTXb1k7Ex9YHR/UZcBwuasJL25mM6BNTIjAtxgsVLQrct8HUEPVTY3BUI1Xh4U2m34+Pb483EVzYfKoKf+bUgs/lYEasF/7IqWXX657Buhi6l8EtHx2MrCopcqqksLfh451brOM71BvFjXKsOswo6L08awgRQLkEkCCIQCAQCIQLhKZprNyei6xKKRyMN0t3reqSwl6zdBgWrj454P2GuEvw4bx4a54q4Tpne1aNSY/PL/ePxFA/J3a6VaHFwtVpqG1XW9z+0LMT+xTmKKiX46GNmTBQNG5J9MWjk8Og0hpM1BEBptRreqw31DoDHtiQYRJ0jQ13w9wkP3b6XK0MrxkzV7cP82f7gB4YH2rVLOnrf51Fg0yDEDcJ5iT64uM9hQAYMRNrBVo9wfyOnIXOQGNKtAemdPNDIgweJAgiEAgEAuECWX+8Ar+kV4PLAT6+PQG3fXucXfa/efFYeoFS2HufGN/3SgRCP9lyqhKPb8lmp3+5fyRSg13YaalSi0U/pqGkSWFx++MvTIJLN9EESzTK1Fi29hTkGj1Sg13w3q1xoGkg+pXdJutNivLAE1MijCVuZ3Cmpt1k+dqlqSbndf/GdGj0FEaHueJ0tRRyjR7Jgc54ampEf99+n/x9pg7bMmvA5QDv3ToUK3fkQqunMCHSHbcl+/W9g4vkj5xaHC9tgY2Ai1dvihn04xEYSBBEIBAIBMIFcLykBW8YzRSfnxGFe9ans8senhjKmjkOlPw3p4NLzFAJVmLD8XI899sZdnrrA6YBULtSh4WrTyK3RmZx+/+eGg9vR9tej6HU6rF8XTpqpCqEuEnw/cJkiPg8TPnkoMl6kZ72+OzOBHC5HKw7Vo5tmTUmy3Nencp6FBkoGo/8nIWqVkZdzs1OhNwaGZzEAnwxPxECK/UB1ber8eLvzOfz4IRQnCxrQValFPYiPt6dO/hlcDK1Dm8aFe9WTAzr03eJYD1IEEQgEAgEwgDp7GMwUDTmJPhgZzdVq9Fhrlh9pOyC9nvqpSkmPi0EwsXw3cESrNzRJYKw7aFRSAnqFgCpdFj4Y5pZNqaTvx4Zg1B3u16PoTdQeGRTFs7UtMNFIsSapcPgJBbixd/PoLRbZsnNToTVS1JgbyPAwcImM6GQ3Y+PhaOtgJ3+6N8CHC5qhq2Ah6lDPLEju6sPyMep96Csv1AUjWe25kCq1CHO1xGTojzx6V5GDe6NOTF9Bn/W4ON/C9HcwZTh3TsuZNCPR+iCuK4RCAQCgTAAuvcxxPg4wEksRE51l+GkTKWHWmcuLdwXOx8dQyRxCVbjw3/y8dX+Lh+g7Q+PNvHSaVfpsGh1Gk5XWw6Afr53RJ9GnTRN47nfzuC//EaI+Fz8sCgZga4SbEqrxKa0LnVEAY+D1YtT4OcsRkG9HA9uNBVJ+GhePKK8HNjpv8/U4esDzLkvGBGAdccZVbnHp4RjUpT1+mXWHS/H4aJm2Ai4eHduHB7bnAU9RWNWnDfmJAy+GlxuTTvWHy8HALwxO5aIIVxiSCaIQCAQCIR+0r2PwVkswC2JvibePzfH+/Q4qt4bn89PRIwPcYYnXDw0TeOxzVkmAdDfj441CYBkah0W/XgSOT0EQD/dMxwjQ137PNZ7u/LxW2Y1eFwOvrorCcmBLjhW0syWl3Xy+Z2JiPd3QpNcg2VrT0HZTX57ToIPbu3Wd1PYIGdLSecm+uKv03XQ6ilMifbEo5PC+/UZ9IfCBjne3ZUPAHhpZjR+Ta9CSZMCHvYivDUndtDL4CiKxsvbc0HRwE3xPhgT7jaoxyOYQ4IgAoFAIBD6yfrjFWwD9WOTw/HWzjx22X3jQljp3oGwdHQQbo73seZpEq5T9AYKc785xpaOAcCBpydgiE9XlkWq1GLh6pPIqZJa3MfG5cMxOqzvG/LvDpbgu0OMpPP7tw7FlCGeKGnqwF0/pJms9/yMKMyIY5Tg7l3P9A11YiPg4pM7EtjpdpUO92/IgFJrQGqwCypblahrVyPEXYKP74i3Wq+cWmfAoz9nseIH/i5iNtv04bx4OPchAmENNqZVILtKCjsRHy/Pih704xHMIeVwBAKBQCD0g7TSFrxpFEJYMTHMpKdhxcQwfLm/eMD7DPOwI2pQBKug0how5v19aOkmN5324mR4OnTJOzfK1Fi4+iQKGuQW97FheWq/MhK/plexWZQXZ0bhtmQ/NMrUmPyRqRDCXcMDcP+4EFAUjad+yUH2eYFX9itT2YyLzkDh4Z8yUdasgK+TLbwdbbAjuxZ2Ij6+X5gCBxsBrMVbO88hv14OV4kQz8+IwiKjjP3ikYEYH+FuteP0RI1UhfeNn9+z0yNN/kaESwcJgggEAoFA6INaqQoP/ZQJPUXjxqHe+HxfV8CzdHTQBQVAALD7sbHWOkXCdUy7Uof4N/41mZf9yg1wEndlNKpalbh7VRoqW5UW97F+WSrGhvcdAPx9pg7PG01F7x8XgvvGhUKm1iH1nf9M1pse44U3ZzNlZR/+k4+dZ+pMlmeuvIEVAaFpGq/+cRZHipshFvIwPdaLFRf5+PZ4hHn0Ls4wEHadqcPGE0y/0ke3x+O9XflolGsQ5mGH52cMfkaGpmm8/PsZKLQGpAQ6Y8HwwEE/JsEyJAgiEAgEAqEX1DoDHtyYgRaFFtHeDvirmxLcDUM8seZo+QXt9/RrU8G3kswv4fqlvFmBCf87wE7bi/hIe2kyxMKuW7yiBjkWrE5Dg0xjcR/rl6ViXD8yIHvONeDRn7NgoGjcnuKH52dEQa0zYOhrpgFYarALPr0zATwuB2uPlrEiB53sfXK8ie/Q6iNl2JRWCQ4HWDQyCD8aA6BHJ4djaoxXn+fVX6palXj2t9MAGLPV4sYOHChogpDPxZd3JcJWOPjCBH/k1GJ/QROEPC7euzWOyOFfRsivL4FAIBAIPcA4uecip7odTmIBDFSX6pu3ow32nGvo136mRJs62+99crxVy3sI1yfHiptNAqDUYBdkvXKDSQB0ulqK27873mMAtOne4f0KgA4UNOJhYzZ0ToIP3p07FAaKRtRKUzPUKC97/LAoBTYCHv46XWsmhb1+WapJZmfvuQa8/TfTW7dgeCB+Sa+C1kBhWownHp9sPSEEnYHCo5uzIFfrkRjghKkxnnh/N1OStvLGISbqdINFq0KL142fx4pJYQjzsB/0YxJ6hgRBBAKBQCD0wMa0SvyaUQ0uB4jzdURhQwe7rK5d3a99rLxxCPbmNbLTX92VZNXyHsL1ybpj5bhrVZcIwf3jQrDlvhEm2cVDhU2464c0tCl1Fvex/eHRGBXadw/QseJm3L8hA1oDhZlxXvjfvHhwAIS9tMtkPT9nW6xflgpHWwGOFjdjxaYsk+Wv3jTEJOA6W9uORzdngaaBWUO9cbSkGa0KLYb6OeLTOxKtmiX53z8FyKqUwsGGMUF9Yks2dAYa02O8sGB4gNWO0xtv/HkWrQotIj3t8cD40EtyTELPkHI4AoFAIBAscKq8Fa//wRhNjgl3x6HCpgHvY9tDo/DKjlx2el6yH2YN9bbaORKuPyiKxiObs0wMej+7MwGzz/O1+eVUFV74/QwMFG1xP/8+MQ4Rnn1nIk6WtWL5unRo9BSmRHvgszsTweVwEPvaPybrudmJsH5ZKjwcbJBb047l606ZLJ+X7Ielo4PZ6QaZGsvXpkOpNWB4sAuaZBqUNing7WiDVYtSrFqatju33kTJ7tsDJahoUcLXyRbv3zp00OWwAWB/QSO2Z9eCywHev20ohHySh7jckCCIQCAQCITzqG9X48GNTOlPYoCTSQAkFvJMfE56IueVqfglvQq5NTIAjBzwB7cNHbRzJlz7yNQ6DH/7P6h0Xdff7w+NQmKAMztN0zQ+2VuEz/8r6nE/h56ZiABXcZ/HO1bSjOVr06HSGTAuwh1f3Z0EPpeDEe/+Z/IdcBIL8NM9wxHiboeKFgUW/3jSxDA43t8JH86LN3kfi388iXqZGqHuErhIhNiVWw+JkIfVi4fBw4pqaWXNCjxj9B1aPiYYbUodtmfXgsfl4PP5CXAUD35Zqkytw0tGMYmlo4NNPJsIlw8SBBEIBAKB0A2N3oAHNmaguUODIFcxsiql7DJ3exGa5JZ7K7pT8NZ0FDV0sL0OAJC1cuolGXEmXJsUNsgx9ZNDJvNOvDAZXo5dAYNWT+H5baexLbOmx/2cfHFyv4KMQ4VNuHc9kwEaF+GO7xcmQ8jjYvLHB036i+xEfGxcPhyRXvaolapw96o0E5luNzsRtj80ip1W6wy4d1068uvlcLcXYUSIK35KqwSXA3x5V5KJp9HFotIyoiZyjR4pgc6YNdQbd353AgDwzLRIJAe6WO1YvfHGn+dQ265GoKsYT02NuCTHJPQNCYIIBAKBQOjGa3+cRXYV0ztQ3tIlJ+wqEfYrAMp5ZSq0ego3fnGEnbf/6QmXRHmKcG2yLbMaT/6Sw05Hetpjx4rRrMQ0wBiNPvRTBo4Wt1jch6+TLXY+OsZENrsn9uc34v6NGdDqKUyO8sBXdydBxOdi6ieHUNqkYNezEXCxblkqYn0d0ShT4+5VaahuU5nsK+3FyWzwb6BoPLElG2llrbAT8TE3yRffHWTK1F69KQYTo0wFRC4Gmqbx0vYzyK+Xw81OiLdvicOytaegNVC4YYgn7h8XYrVj9caecw3YmlENDgf437x4E9EKwuWF/CUIBAKBQDCyKa0SP5+sApcDyNR6k2XdR7d74tAzE+Fgy0fwC3+z8z65Ix7BbhKrnyvh2kdvoLBiUxZ2n61n5z0yKQxP3hBhklUsaerAvevSUdqssLQbjA13w6rFKRDx+w7E/zlbjxWbMqEz0JgW44kv5idBwONg2qeHUNTYJQzC53KwdmkqkgOd0dKhwd2r0lB23vEL3poOnlHcgPECysWu3HoIeVwsHBmIH4x9OktHB2HxqKB+fy79YdPJSmzLrAGXA3x+ZyLe25WHGqkKga5iRtjhEmRlWxVavGAsg7t3bAiGBV2azBOhf5AgiEAgEAgEABkVrXj1D0bEoIde8l7ZfN8IBLiK8fL2M+y8cRHuuCXRz1qnSLiOqG9XY8S7pgaklvx89uc34tGfsyDXmAbtnSwbHYyVN0b366Z/e1YNnv41B3qKxqyh3vj0jgTwuRyM/WC/SYaHz+XgxyXDMCLEFe1KHRauPmkSIAHA2denmQRdX+wrxsYTjBfQ0tFBWHesHHqKxs3xPlg5a0if5zYQ0stb8ZpR1OTpaZHIrGzD/oImiPhcfH13EhxtL408/coduWjuYIxYn7yBlMFdaZAgiEAgEAjXPQ0yNR7YyIx+XwjvzY3DiBBXZFS0sm70ALBmyTBrnSLhOmJ3bj0e2JhhMu/4C5Pg7WjLTtM0je8OleL93fmge7hs350bh/mp/ZN/XnO0jPWwmZvoiw9uGwouh4OUt/aaZEGFPC7WLB2G0WFu6NDosXjNSZyrk5nsK2vlDZCIum4xN6VV4uM9hQCAxSOD8Et6FZRaA8aGu+F/8+KtKoVd165iv8sz47wQ4+OIpWtOAgDenB2LGB9Hqx2rN/7MqcXO03XgcTn4+PZ4k9JFwpUBCYIIBAKBcF2j1VN4cGNGv/p9LLFsdDDuTA1Ah0aPW785zs4/8cJkthSIQOgPWj2FR382LX+bFuOJL+9KgqCb/49aZ8Bzv53GjuzaHvdlKWtkCZqm8cmeQny+rxgAsGRUEF65cQhoAFErd0Nr6FJ5E/GZHqARIa6Qq3VYuuYUsqukJvvLeHkKnCVdfUfbs2rwkjE7Oi/ZD3vONaBNqcNQP0d8syDZqlLRap0B929gRE2ivOyxYmI45v9wAhQN3JHij9uH+VvtWL3RKFNjpVEaf8XEMAz1c7okxyUMDBIEEQgEAuG65vU/zyKzmwLcQBgf4Y4XZ0YBAMa+v4+d/+kdCSaqXQRCX1S0KDD+wwMm875dkITpsaa+UpUtSjz4UwbO1ppmX7rTXw8gA0XjlR25+CmNyV4+dUMEVkwKg56iEX6eEaqtgIf1y1MxLMgF7Sodlqw5aaKcCACnXpoCVzsRO73rTB2e+jUHNA3cFO+DnGopaqQqhLhJsGbJMNiJrHcbStM0Xtx2Bqer2+EkFuCTOxLw2OYstKt0SAxwwhtzYqx2rL7O49nfTkOq1CHGxwErJoVdkuMSBg4JgggEAuESQNM0DBQNPcU8G2gaBkPXtJ6imPkUDS6HAy6HAw4H4HGZ11wuwOVwwONwwOVyIOJzIeRxrVpGcj2y+WQlewM4UMI87PDFXYng87hYe7QMbUodAGConyPmJPr2sTWBwNBZ1vbernyT+Ueemwg/Z1Mvn9259Xhmaw7kasv9P8FuEmx/aHS/vG/UOgOe+iUHO8/UgcNhSsUWjAiESmtA9Cu7Tda1E/GxfnkqkgKcIVVqsejHkzhd3W6yzskXJ8PdvisA2pffgEd+zoKBYsrSqlqVKGzogIe9COuWpZoES9Zg9ZEybMuqAY/LwVd3JeHTvYXs8b5dkNwvUQhrsPZYOQ4UNEHI5+Lj2xNMMniEKwsSBBEIBEIv6A0UZGo92lU69iFValHdpkJlixIVrQpUt6nQKNdAq6f63uFlwFUihIeDDTwdRPBysGFfO9kKIRHxYG/Dh4ONAE5iIRxtBdeNk3lWZRte2XH2grZ1EguwenEKHGwEaJCp8ZqxlwIAfrl/pLVOkXCN0yhXY/wHB0zMT+8c5o+35sSC3+3mWWeg8P6ufKw6Utbjvu4eHoA3Zsf2qwSzVaHFfevTkV7RBgGPg0/uSMCNQ33QptAi8c09Jus6iwVYtywVQ/2c0KrQYsGqNLMeoBMvmHoPHSlqxgNGs+Ep0Z5olGmQXSWFoy2zL3+Xvo1aB8K+/Aa8Y/TkenlWNDIq2vDP2QYIeVx8uzAZnlY0X+2NvDoZ3v07nz2PSK++s3GEywcJgggEwnWJRm9AnVSNWqkKDXI1Cuo7cLa2HXl1MjR39C2FfDXRotCiRaFFXt2FbW8j4CLIVYJAVzGC3CQIdJHAzU4IJ7EQLhImeHKyFZjctF3pNMrVuOXrYxe0LZcDfDk/CYGuEtA0jeHvdCl4/fbgKNIATegXv2dV44ktOSbztj00CkkBzibzaqUqrNiU2WvJ5qd3JPQ7+1jerMDStadQ1qyAvQ0f3y1MxqhQN1S1KjH2g/0m6/o42mD98uEI87BDc4cGC1alIb9ebrLOsecnmZR+nixrxT3rT0GrpzA+wh1ytQ7pFW2wF/GxYXkqor2tZ4YKMIHHI5uyQNFMAOnrZIv7NjCiEm/NiTX7PAcLtc6AR3/OgtbAeCstHBF4SY5LuHBIEEQgEK5JNHoDKluUqGxVIr9ejpNlrUgra4FaN/jZGlsBDy4SIdzshHCRCOFqJ4KTrQBiER8iPpd5CHhsSRufxwGfywWPywEHAEXToGimTIaiO6eZh95AQ62n0KHWQ6bWQa7WQabSM89qPWQqHeTGzFX30eWLQa2jkF8vN7v56QtnsQDBbhIEu9kh2E0MfxcxXCRCOIuFcBIL4CwWQizkDbpfB0XRqJGqcKamHX9k15o0nV8Iz0yLwphwNwDAumPl7PxpMZ5IDrw0N1yEq5eWDg1u/vIoaqRdktNJAU7YsHy4iaIaAOw914BntuawpZaW+HPFGMT59U/xLKOiDfeuT0erQgtfJ1usXToM4Z72OF0txc1fHjVZN9Rdgg3Lh8PHyRa1UhUWrk5DSZOpD1Dai5NNsiwZFa1YuuYk1DoKo8NcoacopJW1QiLkYa0xm2RNGmVqLF97CgqtAaNCXTE/NQDzfzgBAFg0MvCSCSEAwNs781DU2AF3exE+uG3oJfEhIlwcJAgiEAhXLRRFo7ZdhbJmBXKqpNib12imVHSheNiLMMTHAZGe9gh07cp8ONoK4CQWwNFWcNWO+OsMFBQaPTo0eig0BsjVOkiVOrQqtKhqU6K8RYnyZgXKWxQ99h70hzalDm2V0gGLDgS5MgGTm50IjrYCONgyn7ejrQASIfOZ0wBoGqDB9FG1KbSobVejRqpCrVSFksYOM7NTazAj1gsPjGec5ls6NCZlcF/MT7L68QjXDjRNY9PJSrz0e67J/G/uTsKMOFPxA6VWj7d25mFTL/1qcb6O2LA8FU5iYY/rdOev07V48pccaPUU4nwdsXpJCjzsbSzKcQ/1c8TapalwkQhR3NiBRavTUNuuNlknc+UNcOmmApdW2oKla09BqTUgNcgFPC4XhwqbYCPg4sclw6w+QKDSGnDP+nTUtqsR4i7B6zfHYOHqk6z09sobres91Bt7zjVgw4kKAMBH8+Kt3u9EGBxIEEQgEK54aJpGk1yDvHo5DhY0YXt2DVoVF16ylhrsghHBLojxdYS3ow087G3gaie8bhpYBTwuU8LWz5un7hgoGjKVDm1KLdqUOrSrtGju0KKiRYGyZgVKm5hnzUX0R5W3MIHYlUaouwQfdnOaX7D6JLts4/Lh100vFWHg1EhVmPzRAZNMdJSXPbbcP9LMuPNMdTse25KF0vOyLt15ZlokHpoQ2q9sA0XR+HRvlwT2lGgPfD4/EWIhH5/uLcSne4tM1h8V6orvF6XATsRHTpUUS9acNMtEnX5tKhxsus77aHEzlq87BbWOwsgQV0hEPOzNa4SQz8WqRcMwPMS1z/McCBRF48lfsnG6uh3OYgG+vjsJT/6Sg3qZGmEedmaS4oNJg0yNZ7cyZY33jg3ulyw54cqABEEEAuGKgqJolDYrcKq8Fdsyq3GqvG3A+4jwtMPkaE+kBDrDz1kMX2fbi5ZipWkaCq0BMpUOMmMJWrtKx06rdAaotQao9RRUWgMzbXyodAbo9EZFOKqrrI2iu5TiKIpxO+RyGQU4Hve8h1EVjm9UhrMR8GAr4MFGyIMNnwdbIdf4zIPIuMzehs+KHjjYCNjpi+nd4XE5cJYITXxA+oNaZ0B7Z/CkYMQlatvVKGvuQFmzAmVNCrORZmsQ4+OAYUEuGBHiChsBFw/9lAmltvcywQUjAkwMTwFGHeu7hSnsdZRdJUWesTk8wEXMlscRCN3RGyh89l8RvjAGIJ2sXpyCydGeJvMMFI3vDpXg438Load6Nu397cFR/c6qKDR6PPlLNv452wCAuUl/fkY0uBxgyZqTOFDQZLL+nAQfvH/bUIj4PBwtbsaytafMBjTOvTENYmHX7+mBgkbcvyEDGj2FMWFusBFwsTevEQIeB98tSB6U78bbf+dhV249BDwOvlmQjE/3FOFMTTtcJEL8uHiYWWA5WBgoGo9vzkabUQ776WmRl+S4BOtAgiACgXDZoGkala1KZFVKsTWjGkeKm/u9rYjPxYxYL4yLcEe4hz2C3SUDDnR0Bgr17Wo0ytVokmvR3KHpenSbblcx/TaGXm5MribEwi5FOHsbPhxsBXARM4GNi/HhLO567SJhygAvxvjTRsCDjYB3QSpNegMFrYGCRsc8a/WUWbAo4HEgEfJ7lAyXq3UY98H+PgOgV28agte7lbh18uFtQxHmYQeAuW7nfNXVP7H1AaIGRzDnVHkr5n173GTeyBBXfL8oGfY2pjfp5c0KPLv1NE6Wt/a4vyHeDth4z3CTErTeqGpV4t716civl0PI4+KduXG4LdkPWj2F6Nf+MVOzfGRSGJ68IQIcDge7ztThwZ8yzfaZ/+Z0kzLgveca8NBPmdAaGBEEAGwA9NVdSZgY5dGvcx0Iqw6XYrVRJe/D2+JxoKAJu8/WQ8jj4vuFyQhwta7yXG98urcQx0tbIBHy8Pn8xEsmw02wDiQIIhAIlwytnsKZmnb8faaO/SfWH4YHu+DGeB8k+jshzMOu3704HRo9ypsZCeu6dqZXpFaqRq3xdaNcA/raiGsGhFJrgFJrQINM0+9tOBzAyVYAZ4kQrhaCpM6Hq0QEFzshXMRC2Aqtc0PA53HB53Ex0Oo9vYG53o6VtODDfwr6XP/pqRFYc7TcbP6CEQEmPRudo+oAcHuKn4k0MIHQ3KHB4h9PmpmZWsrgGCgaa46W4X//FvQq2rLyxiFYOiqo375gx0qasWJTFloVWrjbi/DdwmQkBThblMAGgPdvjcMdwwIAAGuOlpkNBDiJBUh/aYpJFnl3bh1WbMqCnqIxKcoDGr0BR4tbIOIzstQTI60fAP2RU4u3djJS2C/MiIJco8e3B0sAAB/cNhQpQS5WP2ZPHChoZDN878yNQ6i73SU7NsE6kCCIQCAMGnK1DunlbdhyqqrfilyTojwwN8kXiQHO8HG06bPmXanVo7xZiXJjT0pnQ39ZsxLNHf2/ybcGQj4XEiEPIj4PAj4HQh4XAh6jBifgcSE0Pgt4XJx/L3N+LEbTNHQGGlo9BZ2hKwPS+Vqnp6E1UFBq9ZdE8Y6mjUIHSl2vvQrd6VTJ6wqQurJNna87n+1FfNgKeRAL+QPKOGn0BrQpdKhtV7GS50WNcuTVyVHYIO93b9LyMcEQ8rmobDXtRYryssfLs7oarGmaNmkif/kSNl8Trmx0Bgpf7CvG5/+Z9tg8OikMj04ONytDLW7swLNbc/oUDvn3iXGI8Oyf3wxN0/j2YCk+/CcfFM2IJ3y/KBnejrbIrpKaZDABJiv87YJkjItwh4Gi8dbOc2YDASNCXPDzvSNMfou3nKrEC9vOgKKBKdGekKl1OFnWClsBD6sWp2B0mPVL4I6VNOPpX5jemyWjghDkJsGDxu/iE1MiLqlBca1UhSe2ZANgBklmJxBz5KsREgQRCASrodEbkFkhxYYT5fj7TN9Bz1A/R9w9PADJgS4IcZP0OsqpM1AobVKgoEGOgnoZCurlKGiQo6pV1eM2F4JEyDMpCzu/TMzBRgA7Gz7sRDxIRHxIhHzYifiQiPiXrTHeQNFQaPVQagxQaPVQGFXflFpGAU7ezexVqtRCquxu/Kqzqpx2d1Q6A2qkKhMp4P4g5HMhFvIgNpbQnY+2m7qdznDxqby5Sb64NckPMz8/bDLfRsDFF/MTTc6hew/FopGBJs3hhOsTmqbx95l6PLzJtHzM18kWvz04ysRDB2AylKuOlOHjPYW9GiwvGRWEF2ZG9bvESqbW4alfcrDnHJOpvC3ZD2/NiYWNgGcxu+PrZItVi1MQ7e0AldaAxzZn4d9zDSbrLBoZiDdmx5q8128PluL93Ywh6Kw4b9S1q5BZKYWdiI8flwxDarD1szF5dTLcvz4DWgOFmXFemDXUGwtWpYGigfmp/nh0cpjVj9kTOgOFR37OQptSh1hfB5NBEsLVBQmCCATCBUNRNPLqZdiRXYvvD5X2uf7MOC/cnuKP5EBns5r47rQrdThT047TNVLkG0f0S5o6LuqGl8flwMvBBl6OxoeDDbwdbeDp0DXtbi+6KmWveVwOK35woah1jOhDq1KLlo7OfigtWox9US0dWjQrtGiWM9MXo/7WF1o9k/WSomdvFGsxIdIdr98cg7jX/jVb9sqNMQg/bwT+6V+7zC0fmRQ+6OdHuLLJqZJi9nnZFQDYdO9wjAo1z4ZkVrbh5d9zca5OZrasO1vuGzEgRbW8Ohke3JiB8hYlhDwuXp8dgzuH+YOmgfnfn8Dx0haT9VODXPD1giS42YnQJNfgnnWnkFPdbrLOqzcNwdLRwew0RdF45+88rDKWMt85zB95dTLkVLfD3oaP9ctSkTgIxqTlzQos+vEk5Bo9UoNcsGJiOO5adQIaPWNK+ubs2EvqyfO/fwqQUdEGexs+vr4r+ar8n0FgIEEQgUAYEAqNHvsLGvHernxUt/U+wn/X8ADcmuSLWF/HHkczOzR65Na040x1O07XtON0tRQVFyiPbCfiI8BFjEBXMQJcGK+Zztc+TrbXjQT2hdApXNCf/pZOpbwWY6DUKSDR2qFFi0KLVoUWLQomcGpRaNGm0PaqdmVtXCVChHrY4WRZz03mABDr64A1S4Yh+IW/zZaNj3DH/FRTo8WqViVajNLs8f5OcLcnXiDXK9VtStz5/Qmz38CXZ0Vj6ehgs5JOqVKL93cXYPOpyl77EGcn+OCtObG9DhJ1h6ZpbD5Vhdf/PAu1joKvky2+WZCEoX5O6NDoEfvqP2bbzE/1x+s3x0LI56KoQY6la0+ZvY8fFqXghiFd6nU6A4XnfjuNbZk1AIClo4NwsLAJpU0KOIkF2Lh8OGJ9+2fYOhDq29VYsDoNTXINorzs8c7cWCxZcwpSpQ7x/k744q7Ei1K7HCh7zjXgO+OA34e3xV9SEQaC9SFBEIFA6JOqViW2ZlTjs/Nq3c9nfIQ7lo0JRmqQi8WmeJqmUSNVIaOiDafKW5Fe3oaCBvmAxQlcJUKEedgh3NMO4R72CPewQ5inHdztRMSl+xLA4XBgJ2LKAANdJX2uT9M0ZCo9mhUaJkDq0DDBUocWUpWum3ErU8bXodFDqdUbpcOZ7Q3Gi0Qs5MNGwINYyIOdiA9PBxG8HGzg4WCDIFcJIr3s4W4vwgvbzvQaBHk72uCvR8biy33m17S9iI9358aZXUs7z9Sxrx+7hOU3hCuHRpkaj23ONsus9BS80DSNbZk1eOfvPDaA7omf7x2BkaH9z/60K3V44ffTbOnxuAh3fHZHApwlQmRWtmHu18fMtnljdgwWjggEh8PBnnMNWLEp0yyre34PkkprwMObMrEvvxE8Lgf3jA3Gjqxa1MvU8HG0wfrlqQjz6F/P0kBoU2ixcHUaqttUCHIV48u7ErFiUxY7/ePiFBOp7sGmtKkDTxr7gJaPCcb0WK9LdmzC4ECCIAKBYAZN0zhbK8MX+4pMlLDOx9vRBk9PjcT4SHe4WXDIpiga+fVynCxrQXpFG9LL21Av678XjJDHRZS3PWJ8HDDE2wERnvYI87AjbtxXGRwOB45iARzFAoReAh/BX9Kr8PPJyh6XO9oKcPyFycirk+F//xaaLX9pVjR8nGzN5n9zoIR9PSaMGCJeTzR3aPDitjNmPTOxvg74fmGKxevlbG07Xv/zXJ8ZybuHB+DlWUMGpKaYXt6KxzZno0aqAp/LwTPTInHv2BBwuRx8sDsfX3e7VgHAWSzAl3clYXSYG2iaxpf7iixe+9mv3GBiotwk1+De9enIrpJCxOdi+ZhgbDxRAZlaj3APO6xblmrxvV8sHRo9lqw5iaLGDng52OD7RSl4Zutp5NfL4WEvwvplwy/p/4EOjR73bciAXKPHsCBnPDc96pIdmzB4kCCIQCAAYAKf3BoZPvuvEHvzGntcb3qMF+4dF4IEfyezko9O35+jxS04WtKM4yUtaO1j9LMTGwEXcb6OiPFxRKyvI2J8HBDmYUdK2AgDIq9OhpXbc3tc7ioRImPlDdDoDZjx2WGz5UkBTrhjmL/Z/E6zVwDwd7G9bCIYhEtLq0KLldtzTbKAACMZ/duDoyzKIjfJNfjo3wJsSa/qM8u9/eHRSPB36vf5GCgaX+0vxqd7C0HRQKCrGJ/fmYh4fyeodQYMe30v5Bq9yTbx/k74+u4k+DrZQqnV45mtp7HztOn7cZUIcfyFySbXdfdSOSexAHcOC8DqI2XQ6CkkBTjhxyXDTAIma6HWGXDf+nTkVLfDWSzA6iUpePOvc8iqlMLRVoANy4df0jI0iqLx1C/ZKG7sgKeDCF/dnUS+/9cIJAgiEK5jaJrGmZp2fP5fMfbm9ZzxeeoGRn7U38X8H0+rQovDRU04WtyMo8Ut/VYCC3IVIzHAGYkBTkj0d0aUtz0JeAgXRYdGj4d/Mi/v6cTTQYS0F6cAAF7cZh4ocTjA6zdbbrIubJCzr6fHkDKYa51GmRovbc9llda68+eKMYjzM+9/UesMWHO0HF/tL0bHeYHI+Tw7ncncDOQ3r65dhcc2Z7OZpVsSffHG7BjY2wiQXy/D9E/Ng/qFIwLx8o3REPF5qJGqcO+6dDNRhjkJPvjkjgST6/5YcTPu35gBuVqPIFcxZsR54/tDpTAYPYG+uivJaj5g3VHrDLhvQwaOlTAGpKuXDMOX+4pxuKgZYiEPa5cOQ6SX9UvveuPrA8X452wDhDwuvl2QDA974gt2rUCCIALhOqSsWYFP9hTij5zaHtd5c04sZif4mCmO0TSNvDo59hc04r+8BmRXSdFXzzuXw/hVjAhxxbAgFyQGOJGSNoJVoWkaL2w7g9Jmyx5GXg42OPHiZADAqfJW/JZZzS6L8rJHfr0c85L9LN7cAkCttKuM09vR+uU/hCuDEmPfx/lKaQDwy/0jLco/UxSNv3Pr8P7u/D4l+5MCnPDV3UkDuoY6+4pe+/Ms5Go9JEIe3pwTi7lJfqBpGu/uysN3B03VOYU8Lt6/LQ63JPoBAA4XNeFRo6xzd96dG4f5qQGm7zO9Ci9uOwM9RSMpwAmRXg5sKeitSX5479a4QRmw0uopPPRTJg4VNsFWwMOPS4Zh88lK7Mqth5DHxfcLUwZFfa439uc34qM9TNngm3NiLvnxCYMLCYIIhOuENoUWP6VVWKwD7+TN2TG4OcEXjramgY9Sq8fR4hbsy2/EgYJG1LX33tfD43IQ6+uIESEuGBHiipQ+JLEJhItlY1ol/uwhqA91l+C/pyYAYG605n17nF0W6+uA3BoZ+FxOr5LX7aqusk5SCnPtkVnZhiU/noRMbZrB4XM5+O3BUYi3ULJG0zQOFzXjg3/ykVvTu+Q1AKxblorxEQPrJWuUqfHi72fYEuV4P0d8dmcigtwkkKl1GGpB2j3ETYKvFyQhyssBFEXji33F+GSv+e/+P4+PM8mqUBSNj/cU4sv9xQCAqUM8QdFg++senhiKp6dGDor4jM5AYYVRfEHE52L14hT8eboWv6RXg8sBPp+fgDHh1jdg7Y3yZgUe3ZwFmmb6tu4YFtD3RoSrChIEEQjXMHoDhb15DXjop8weszWv3xyDOQm+cBSbBikytQ778hrx95k6HCxs6tMXJshVjPER7hgX4Y7UYBcS9BAuGWeq23vsA5oQ6Y61S1PZ6R8Om46YB7iIkVsjw9wky+WenXSXeJerey91Ilwd6AwU/sypxZO/5Jgt83WyxeolKYjycrC4bVZlGz7YXWCmEmeJJ2+IwP3jQ/ptegowAdYfObV4ZcdZtKt0EPK4ePyGcNw3NgR8Hhf/5TVg+bp0s+3mJfvhtZtjIBHx0arQ4vEt2ThU2GS2Xu7r02An6roF7NDo8fQvOdh9llGam5/qj3N1cuRUSSHgcfDu3KG4Ldmv3+c/EPQGCo9vzsa/5xog5HPxw6IU7MlrwMYTleBwgP/Ni8f0WO9BOXZPyNU63Ls+HXK1HsmBznj1pphLenzCpYEEQQTCNUhVqxLv7co3a+bt5L5xIbhnbLBZbXO7Uoc9eQ3YdaYOh4uaoTX0HPiIhTyMCnVlA5/+SCVfK2j1FBQaPTR6CjoDxT5ruz1rDRS6x52dY6edo6hcDiDgcSHkcyHkcSHiG18bp20EPNgKeOByieR3b7SrdLh/g/nNIGDudt8gU+PDfwrY6W8XJOGRn7MAAEtGBZtt353u6odF3fqDCFcfjTI1Pt9XhI0nzBUER4a44p25cQh2s/x7dra2HZ/tLTJTibPEjFgvvD47ZsA9JE1yDV7efoZV5oz1dcBH8xIQ6WUPnYHC3K+PIrNSarKNRMjDO3PjMDvBFwCQXSXFQxszUHte1n56jBe+WZBkks2paFHg3vXpKGzogJDHxdLRQdh5pg7VbSo42grw7YLkAUl3DwSdgcLjW7Kx80wdhDwuvluQjKPFzVhztBwA8P7coZibNDjBV0/oDRQe+TkLRUYhhG+IEMI1CwmCCIRrBK2ews4ztXhii/moJgCMDXfDCzOiMcTHdGSzXaXDP7n12HmmDkeLm3s1tfR1ssW0GC9MifZASpDLVf2PgaZptKt0rJlnp8lnq0KLRpkapc0KnKuV9entcanxcrBBmIcdvBxt4CIRwlkshKtECGeJEC6SrtcONvxr3jOJpmk8uzXH7EYPAFbeOATLx5gGNuf7XLUotNAZaAz1czT7XpxPrG/X8m1ZNfhwXryZOiLhyoWmaZwqb8PDmzLRJNeYLV8yKgiPTwnvUe3sdLW0TwGZTgJcxPhuYTKivXu/piyd4/bsGrzx5zm0KXUQ8Dh4dFI4HpgQCgGPi9PVUtz85VGz7eL9HPH5/EQEukpAUTR+PFqGt3bmma338e3xZgHF4aImrNiUhXaVDh72Itw9PBCrDpdCrmEEEX5cMgwhFhTwrIFGb8CKTVnYc64BAh4HX92dhMzKNtaM9O1bYnG7BaXGweatnXk4UNAEGwEXqxYN65eBNOHqhARBBMJVTn27Gm/tPIe/TlvO+nx9dxKmDvE0cdXWGSgcLGjC71k12JPXAG0vpW7R3g6YOsQT02K8EO1tf1XcWNM0DalShxqpCvXtatS1q1DVpkJ2lbRPz44rnXqZekBeSwCQHOiMKC97eDvawNPBBl6ONvBysIGnow3sRVdvsFTSpLDoY/XjkhRMivI0mVfVqsSmtK6R/71PjseH/+QDAG6INl3XEk5iIWJ8HHC2lun92J1bj1lDL22JDmHgNMjU+OFQKVYdKbO4/OPb43FTvE+Pjf6ZlW344r8i7C8wLymzxI9LUjAx0mPA36nSpg6s3JGLo8VMed0Qbwf8b148hvg4wEDRePinTIuZ/QcnhOKJKREQ8rlokmvw9K85OGih/O3wsxNNyj1pmsaqw2V4d1ceKJqR0U4JdMZn/zHS26lBLvh2YTJcJNaXwAYYFbj7N2TgYGETRHwuvl2YjOxKKb7Yx/QjvXbTENw9PHBQjt0bG05UYO2xcgDAp3ck9CiUQrg2IEEQgXAVQtM0Tpa1Yvm6dItSrLcm+eGpqREmJnY0TeN0dTt+z6rBnzm1vWY4UoNcMC3WC1OHePbaJ3E5oWkaLQotypsVKG9RoqSpA4eLmvrVoDxYCHgciIV82Ap4EPK54HM5oMGUwtHGc6ZoxuvDQNHQUzSUWj2UWsOgnldGRRsyKtp6XSc1yAVR3vbwdxbD38UWfs5i+LuIzUQyrhTaVTpM+fig2fxfHxiJYUHmCl7rjDc2nYR52LElRaPC+lfqs2BEIF7YdgYAsHJHLiZEukMiIv9GrzS0egr/nK3H41uyYbCQ2Y73d8Jbs2N7vMGlaRoHC5vww+FSNijpi4/mxWNOou+As4MavQHfHCjB1/tLoDVQEPG5eHRyOO4dGwIhn4uCejmmfXrIbLsAFzE+vj0eKcZr/WBhE576JQfNHaZZrnh/J2x9YKRJkKfSGvDi72fwe1YNAODGod7QGSisNgaK85L98NYtsQPqYRoICo0e96xLx/HSFtgKeFi9OAVHS5rx1X5Gge7FmVFYMrr38tTB4HBRE1774ywA4JlpkZe8D4lw6SG/3gTCVYRaZ8BPaZV4869zFpd/tzAZU6I9Tf4RN8jU2JpRjd8yq1HaZFk+GGAkrG+O98GN8d5XnASwVKlFYUMHChrkOFXW2qu094Ug4HHgLDaWk9kxJWaOtgLwuRwYaBpKrQEqrQEKrQFKDRO0dAYvKq0Bar0BOgMNnYEpses01ewLsZAHEZ8LZ7EQtkKmB8hWyIO422uJkA8nsQCOtszDRsCDnqKg0BjQodGjWa5BWbMCBQ1yVLf1z6PJEifLW3Gy3HKWjMflYEq0BwJcmMCoe6BkIxicG6WekKl1eO2Ps9iWWWO27K9HxiDW17J/S/dMwHtz49Ch0bNlUWEe/fMduTXJDx/vKUSTXINWhRYvb8/Fx7fHX7WZtGsJA0UjrawF7+3Kx2kL8tYA8PKsaMxPDegxcNXoDdiRVYtVR0pR2NDRr+O+OScWd6T4X1Bp8LGSZrz8ey4r6z4+wh1vzo5FgKsYegOFe9alWyy/u2t4AF6aGQ2JiA+N3oAPdxdYzHR9cNtQ3J5iWk5W3NiBh37KQGFDB3hcDpaMCsKxkhbk1TEKia/eNAQLRgQO2jUtU+uwbM0ppFe0wU7Ex5qlw7DnXAO+N5bAvTwrGveMDRmUY/cG87lkwkDRmJvki4cmhF7ycyBcekgQRCBcBUiVWrz7dz62pFeZLRsV6op358aZCBMYKBqHCpuw6WQl9uU3WhwNBYAQdwlujvfBzfE+g1b3PRBomkZtuxpnqtuRWdmGdcfK+1Sl6wsHGz58nGzh5WgDVwnT3N6i0KBBpkF5swIqHRPANMo1aLTQKzCYMMGUwcy7Y6A42grgYS/C6DBXeNjbwMNeBHd7ETwcmNcUTaO+XY3T1e3Iqmyz6IHSGwaKtlh21km4hx1ifBwQ4CKGX7cgydvR1ip9MzoDhfTyNry3Ox85VVKL6/z31HiE9nANHy1uNpmel+LPjpjzuJx+Z7uEfC6+mJ+IO78/AQD4PasGzmIhXp4VTQQsLgM0TSOrSoov9xVjX36jxXXGhrvhuelRFoPjTjrtA9YeqzDLpPTECzOisHhU0AUNAjTI1Hh/Vz62GTMx7vYivHrTEMyK8waHw8HJslbc/t1xs+087EV4/7ahmBjpAQAoqJfjyV+y2RLN7hx5biL8nE2z+Duya/DCtjNQag1wtxfhzmH+2HCiAlKlDm52Qnx9d7JFHyRrIVVqsfjHk8ipboeDDR/rlqViR3YtW372xuwYLBoZNGjH74lWhRbL152CXK3HsCBnvDs3jgxsXCeQIIhAuIKpalXiqV9zLPaxPHVDBJaNCTYZ1axrV+GXU9XYcqrSYrM4ALhKhLgl0RdzEn0R4+NwWX/sG2VqZFVJkV7eilVHykD3YbraE54OIgS6SuDlYAOdgUJVm5Iti5Op9ZDVy5Fff+0qenVmn4oaex695nIYUQU/ZzHmJvrCz9kWvs5MNsfXyRYKrR5ppa04WtyMoyXNUOv6H3wWNXb0euxRoa4IdBXDw94o5iARwkUshLNEABGfCx6XKR00UDRkah1kKj1q21UoaerAbxk1fd6YWrrh6875PRI8Lgdc43VvoGjoDFS/zR9HhLhi5Y1D2Gzsj0fLUCtV4eM74iEWkn+pg43OQOFUWSu+OlDcY6mas1iA928diolRHr3+Xc/WtmPjiUr8nlXd7+v95VnRuGt4wAX9rdU6A1YfKcNX+4uh1BrA4QALhgfimemRcLARQK0zYObnhy1m7G9N8sPKG6PhJBbCQNH44XAp3tuVb7bepCgPfL8w2aQHVK0z4M2/zuEnY0/ciBAXxPo44qv9xUw/kJ8jvl2YPKgVAM0dGixcfRJ5dTI4iwXYsHw4Np+qZBX63rklDncNv/Q+PCqtAcvXnUJFixL+Lrb4dkHyoJUBEq48yC82gXAFklvTjiVrTqK5w7xvZ82SYZgQ6c4GLzRN40RpK9YeK8Oecw0W/YC4HGBipAfmpfhjUpTHZVF1o2kaJU0KpJe34vesGqRdgECBr5MtwjzsIBbyUCNVsWUvDTIms3OhuNkJ4W5vAxeJgC2Lc7IVwM6GD7GQDzsRH2IhDxIRn3kIeRCL+BDwOBBwueDzOBDwuOBxOeBzORYDS4qiQdE0DDQNmgb0FA21jimnU3V/1hmgNmaI5GodpCodpEodZKrO11pIVTq0K3UDUq6jaKC2XY3adjVOlpsv53M5CHARI9hNggXDAxHsLkGwmwQhbnaws+HjVFkrjhQ342hx84ADymMlLThW0r/eioFy+rWpcOjDk+pct5FyZ6MflqtECFsBDyqdAWXNCkR49q8kDgCWjwmGRm/AB7sZue3dZ+tx+K0mrFmaOqgj6dcrcrUO+/Ib8eE/Bb2WfL5zSxxuivfu1aNMrTPgz5xa/JRWiewesoqWeGtOLOal+F3QDTJN09idW4+3/85jzz8xwAmv3hSDBKMJ64bj5Vi546zZtn7OtnjnljiMM5qsljUr8NQv2WYS2QCw6Z7hGBVmaiha2aLEQ5sy2EGhBSMCUN2mYsvnbkv2w1tzYge1rLWyRYlFP6ahvEUJNzsR1i9LxarDpdiWVQMOB3j/VvOyvUuBgaLx6OYsZFVK4WgrwJolw+DaTQqfcO1DgiAC4Qoiq7INt3x9zGy+q0SIdctSTUo6VFoDfs+qwbpj5Sjowbck2E2CeSl+uDXJD56XWObTQNHIrWnH0ZJmfHugxMyJvS/ifB3h42SDepmGLYGqkapQI+1/34udiI8QdyZD5O3IqKF5O9rAy4Epj3O3F0Ei5F2SbBiXywEXHJMfXbuLbKo3UDQj6S1Xo1GuQZNMw75ulGlQJ1Ojpk3VrxIfPUWjtFnB9id0RyzkIchVgmB3CW4Y4on7xoUgxN0OwW4SONjwUdqswNHiZhwuYoKkwRZ66KTwrRn9Cui73zh3erZwuRwkBTrhaHEL9uU3DigIAoCHJoTBw94GT//KSNIrtAbc/t1x3DjUG89Nj7piBUWuBvQGCjnV7fgzp6tUqifenBOLm4Z69yht3UlJUwd+OlGJrRlVA/ot+t+8eMxO6Fk9ri/O1rbjjT/PsYM+Xg42eH5GFGYn+IDD4aCkqQOTPzIX+ACApaOD8PTUSEhEfFAUjQ0nKvDWznPQGUxHutzsRDj4zASzXqcd2TV4+fdcyDV6OIsFWDgyCFvTq1DbroaQz8WrNw3BXakBg/r7xwzonUJzhwZ+zrZYtTgFH/1biD3nGsDjclhBiUsNTdN49Y9c7DEatK5enNLv3kDCtQOHpi+0AOXKQCaTwdHREe3t7XBwGJgmP4FwpZBe3orbvjWvAU8NcsFHt8eb3FDVSFVYf6wcm09VWWzAF/K4mDXUG3cO80dqsMslK3ejaRoVLUocLmaCnoEEK0P9HOFhL0Jlq7LfDcmd+LvYItTdDoEuYgS4ShDoIkaQm7jfTfu0UfigXaWDTM1kWJjXesjVOiYzo6Og0RmgNr5W65nXegOT3aHBZFpoY5aHomlwjGaoAh5jfiowZov4PC6EPA5shXzY2zBZJjtjhomdtuHDVSKEg43AKr0mKq0BNVIVqtuUqG5TGR9KVLUqUdqsgHyAAWp33OyEbMYo2F2CEDcJQtwlCHCRQMjnokOjx6nyVpwoaUF+vRzFjR39ujZC3SVI8HeGnqKwI9tcCKPs3Zn9vraT39zDZs2EPC4K354BAPj5ZCVe2HYG3o422P/0hAsaDS9skOO+9ekob1GazJ+b5Iv7xoUgyov8X+qLzizxvvwGfLq3qNcg2svBBs/NiMSUaM9eMz4AY/7815la/J5Zg/Q+1BG7E+gqxltzYjEmzO2Cfz9rpSp8urcQv2ZUg6YBEZ+L+8eH4oHxIRAL+VDrDFi0+qRFMZJIT3u8MzcOyYHOAJgA7oVtZyyWRVsqI5OpdXh1x1lW/S0xwAkJ/k7YcLwCeopGkKsYX92dhBifwZV/PlrcjPs3ZKBDo0e0twO+uisRL/2ei+OlLRDyufj6riRMGdK3PP1g8NX+Ynz4TwE4HOCbu5OIEtw1Rn9jAxIEEQiXkeMlLZj/wwmz+TfF++D1m2NMPBry6mT4/lAp/siptSh04Otki7tHBOCOFP9LltLv0OhxpKgJP5+ssuhNYQlbAQ8J/k6gaHpAJXEh7hJEedkjzMMeEZ52iPC0R5CrpMdMAEXRaO7QoKpNhQaZGk1yTdejo+t1i0JjNrJ6pcDjclgDVDc7EVzthHCViOBmL4SPoy18nGzh48R4/1zoSHWn1HhZswKlTR1MNqhJgbJmBSpaFBf82XA5gL+LGCFuEgQbAyRvBxu42nW9FxGfh84YT6bWo1WhRVlzB87WyHC4uLlHT6eBBEAAMPWTgybBdfl7swAwpVETPjyAepka94wJxss3Drmg92qgaPx8shIvb881WxboKsbDE8IwLdbripUbv9Ro9Abk1rTjUGEzvj9UCpWu98zhTfE+WDQyEIn+Tia9Lpbo9EDbllWNvecaoTX0v7dt1lBvPDY5fMBZwe60KrT4en8x1p+oYP3XbhzqjednRMHPWQyaprHuWDle+9Nc4VMi5OHJqZFYNDIQAh4XWj2F7w+V4OM9hRbLnDNenmL2W59R0YrHNmejuk0FLgdYNDII5S0KHDD6HN041Bvvzo3rM4C8WP7IqcVTv2RDZ6AxMsQVH9w2FCs2ZSKnuh0SIQ+rFg/DyND+SdNbm98yqvGUMYP72k1DLoscN2FwIUEQgXAF01PZ29xEX7x6UwwcjX0LNE3jeGkLvjtY2mOQMSbMDQtHBmJylEefNwjWoLJFiX/P1Vt0JLeEh70IMT4OqGhRWiy1skRSgBPifB0R4+uIWB9HhHnYWQx2OjR6lDZ1oKxZYZLhqGlToVqq6tUE9nz4RpUwR1sB7DufbRjPHxsBFzZ8Hmw6Xwt4EAl4EPKY/h8uhwMOAC4XbMM9AKNsNgWdgYJWT7HTWj0FpdYAhUaPDo0eco0eHWodK3stU+kgt+D/1BNcDuDpYGMMimyN2bDOnh4JnC/Q8FBvoFDdpkJpcwdKGhUoaeowPhRoHUA/Ul9wOOi3KEbR2zMGHPA9vjkL27tlk7r3TvyX14Dl69IBAO/fGoc7hl14c3aHRo+NJyosNqwDzIj8/GEBGBfhDi/H68OFXm+gUNKkQE61FH9k1+LIeUp9lgj3sMO9Y0P6/TkZKBoZFW34+0xdnx5olnhmWiTuGOYPt4sYPOrQ6LH6cBl+OFzKercND3bBczOikBTAZHR6+t0HgNkJPnhxZjRbtpxdJcXzv5222H9nSUVNb6Dwxb5ifLGvCBTN9BLdOcwfP6VVoq5dDSGPi5U3DcGC4YNb/gYAPx4pwxtG4ZBZQ73x9NRI3Ls+HcWNHXAWC7BuWSqG+jkN6jn0xKHCJixbewp6isb940Lwwszoy3IehMGFBEEEwhVIcaMcsz4/Yib7fHuKH16aNYQdKaYoGrvP1uObAyU4U2MuZyzkcTE3yRfLxwQj/CJGLfsDTdPIrpJia0Y1qy7UGxIhD4kBzmju0PSrgT7W1wEpgS4Y6ueIOF9HhLjbmckqN8k1yK+XoaSRyVSUNDE35fUyywp4nXA5gLcj0//TKRvtbmd8Nj7c7ERwEgtgK7g0vUH9Raun0KrQorlDgxaFFq0KDVo6tGju0KJRpkZtuwq1UjXq2lV9ZmscbQVsQBTmaYdoLwdEedvDy8Hmgt9zq0KLUmNQVNzIBEYlTR2oalVaHLW2BjmvTr2gbMquM3V48KdMk3ndg6n3d+fjmwMl4HCAl2ZGY/mY4Iu6FtQ6A/45W4+P9xSi4rwyue7cNTwAo0JdkeDvBF8n2yvq+hsoNE2jSa5BcWMHztbK8NeZuh7lzM8nxE2C5WODMS7cvd+9VAaKMYzelVuHXbn1rOdTf4nzdcTT0yIxNsztokpO1ToDfj5ZiS/3FbPBV4yPA56dHoVx4Uw5XV27CiPf3Wdx+zAPO7wxOwajQpmgXKbW4ZM9hVhztNxsXR6Xg/SXppgNapQ2deDpX3NYsYRZcd5wsBVg86lK0DQQ5CrGl3cl9SoTbg1omsb7uwvw7UHG9HTJqCDcluyHZWtPoVGugZeDDTYsTx30/1k9kVnZhgWr0qDUGnBzvA8+vSOBSNtfo5AgiEC4gqiRqrBwdZqZ9Om8ZD+svGkIq25loGjsPFOHL/4rsig57CwWYOGIQCwcGQR3+8EreaMoGllVbfgprdKiKeX5RHs7QMjn9uumZ2KkO1KCXJAc6Ix4PyfYCrv6MPQGCmXNCpyrk+FcnQx5dXKcq5X12tjf2ZPi7yyGn1Hy2c/FFv7OYng5XniZ2NUCRdFoVmhQK1WjVqpCTZsK5S1MOVtZswJ1PUilA4yHUpS3A6K97BHl7YA4X0dEetlf1Gem1hlQ0aI0BqpdmaOSpo5+CSZwOECsDyOK0d2baN9T4y/Yy0pvoDD100Mm378gVzH2Pz0BHA4HNE3jtT/OYt3xCgDAzcZy1AvNoHWnrFmBv8/U4fP/ivr0vPJxtMGN8T6I9rZHqLsdQt3tejT2vBwYKBoNMjVqpCpUtTIy9AcLG1HSiwmzJaYO8cScRF8kBjgNSJZZrTPgeGkL9pxrwL9n6y2qZ/bFo5PDMT/V/6LloFVaA35Kq8D3h0pZf7FgNwmemhqBmbHe4HI5UGj0WLg6zaKSm1jIw2OTw7F0dDCEfC5omsaO7Fq8/XeexYDu3blxmJ9qmqU0UDTWHC3Dh/8UQKOnYC/iY9GoQOzLb0JeHaMGNz/VHy/PGjLo15FaZ8AzW0/jT6OR9TPTIhHr64iHNmZAoTUg0tMea5YOg4/T5THizq+X4Y7vTqBdpcPYcDesWpxCpLCvYUgQRCBcAUiVWjzycxYOF5mWgEyMdMfHtyewN1l6A4W/Ttfhi31FFm8oglzFWD42BLcl+ZkEDdaEomikVzAGpTvP1PW6ro2Ai0R/Z5yulkLRx43tzDgvjAp1w/BgF4S627Ejb53GqFmVbciulCKrSorcmnaLN4ocDhDkKkGYh53x5lCCUA87hLrZsaWDBMuotAY2KCpt6kBBQwcK6mUoaVJY7C0T8rmI8XFAvB/TTB3v74QgV/FFZylomka9TI2KFiUjPKHSoUOjB4/LgZDHhb2NAP4utghyk0Cu1mP0e10j5+uXpbISwRfK4aImLFx90mResJsE/zw+jr0J/fFoOd7eeQ4UzShuvTAjCnMSfa1i+AowJpn/5TXin7P1/e6h6yTS0x5xfo6I8rKHm50IjmIBnGwFcBJ3ybn3JM9uCZqmoelWlqnQ6iFX69HSoUWLQoOaNhXy6mQ4Wyu7KBPhiZHumBbjhXh/J4R72A24ZLdWqsL+gkbsy2scsH9VJ2PD3XDP2BCMDnW96JLhDo0eG45XYNXhUjbz4+NogxWTwjEvxQ8CHhd6A4WVO87i55OWM+d3DQ/A41PCWaXCgno5Vu7ItdgDF+ouwY4VY8yUJMuaFXjm1xxW8GFMmBuG+DiwBtPOYgHeu3UopsV4XdT77Q+NcjXuW5+B7Cop+FwO3p0bBxrAC9vOwEAxPUHfLky+bD1xFS0K3PbtcTTJNUgMcMLG5cOvqMEFgvUhQRCBcBnRGSh89G8hWxbQSaSnPdYuG8aOQhooGjuya/DFvmKUWeiXifC0w4pJ4ZgV5221G7HzKW6UY8PxCnYUvCfc7UUIchXjVHnvKktjw90wOswNo0OZf8qd563RG3C6uh2nylvZoMfSiKdYyEOUlz2ivR0wxMcB0d4OiPKyJ0aUVkajN6CkUYH8ehny6+XIq5PhdHW7RcVBR1sBEgOckBrsguHBrojzdRw0r6kGmRrD3/mPnX55VjTuGRtilX1/trcIn+wtNJt/6JmJCHBlyrCyq6R4+tccFBszsVFe9nh8SgRuGOJp1e8gTdOoalUhrawFmZVS/JZRPaAm/iuNpAAnTIz0wFB/J0R72cPdXnRBgbNKa8Cp8lYcK2nBgYLGCzY59nG0wRM3RGBGnPdFS9EDTJnauqPlWH20DFIl8x0JcBHjoQmhmJvkByGfC4qi8el/Rfj8vyKL+5gY6Y4XZkazwgtytQ6f7S1iPXvOZ+sDI5ESZOo7RVE01hwrx4f/5EOtoyAR8rBsTDCyq6TsYNv4CHd8eNtQeFwCW4RztTLcs+4UatvVcBIL8M3dyUgra8Gne5nPYE6CDz64Lf6yeNMBQH27GvO+O4aqVhWivOyx5b6RZODsOoAEQQTCZYCmafx9ph4PbzLtP7AT8bH94dEI87Bj1/vnbAM++rfAYtlbrK8DVkwMx9QhnoNSs9zcocHvmTV4++/exQ38XWzhKhH1airo72KLmbHeGB/hjqRAZ1ZmuDPoOVHSghNlLcioaDMbxeVzOYj2dkCCP5N1SAhwQrCr5LLWaWv1jAS2RkdBozfKY+sN0OgpaHQUGEFsy/C5XIj4RuEEPhcio6CCSMC94nqOLNEpc55TLUV2lRQ5VVLk1srMBCZsBFwkBTizQVFigJNVzBabOzRIeWsvO31zvA8+n5940fvthKZpfPhPAb4+UGK27K7hAXj1piEQ8XlQ6wxYc7Qc3xwoZj1lAlzEWDIqCLcm+Q3aTRRN06iRqlDYIEdlixKnq9txpLj5ojIx1sLXyRYpQc4Y6sf0LwW5iRHoIrnozLRWTyG7SopjJc04VtKCrMq2i1JrfGZaJOYk+sLXSmVX1W1KrDlaji2nqljBgxA3CR6eGIbZCT7g85jg57tDpXh/tySbqp8AAQAASURBVGVBjGhvB7w0Mxpjwpm+H72Bwpb0Knz8b6FFEYcFIwLw+s2xZkF3UYMcL/5+hh2IGh3G9JOtO1aBDo0eIj4XL86MxqKRgZfkt2bvuQY8ujkLSq0BIe4SfL8wGd8fKsUv6dUAgIcmhOLpqZGX7fe8TaHF7d8dR1FjB4JcxfjlgZFs9o1wbUOCIALhEnOuVoaZnx82m3/+aN6x4ma8/0+Bxf6ZpAAnPDI5HBMi3K3+T0xnoLAvvxHP/XaaHcm0hLejDVwkQpytlfW4zthwN0yO8sCkKE92BJ2iaOTWtuNQYROOl1oOetzshEgNdkGivzMSA5wQ6+s4qE7legOFFoUWjeeZiLYptZCpGD+g8x999W1cKDwuBw42fFaBzsFYyuRoy4erRARPBxt4OjDPHvYiuNqJBi37NxC0egoF9XKcKm9FWlkLTpa1ou2860fI4yLe3xEjQlwxIsQVSQHOA745rmpVYubnh1nPojAPO/zz+LhB+Qx+OVWFl7fnWsy8PD01AvePD4WAx4VUqcUPh0ux8UQlmyET8riYGOWOWxJ9MSHSY1Cv3/NR6wyMUEYHI5jRqtBCpTNAptKhSa5Bm1KHNqUWKq3B6GVFMZ5VADgcDkR8LsRCHiQiPlzEQrhIhHCWCOEkFsDJlnl2tBWwz3YivtV/h5rkGmRWtiGzog2ZlW04XW1eAivgcfodCPG4HDwzLRIzY73Z3yJrkFMlxQ+HS7Ert54tGz0/M09RNNYdL8frFuSuAcbT6KmpEZib5Mdex4cKm/D2zjyLBtc8LgdHn5tkpoin1hnw1f5ifHuwBDoDDYmQh4Ujg3C6WopjJS0AGOXBD2+LZwfaBhOapvHD4VK8uysfNM2U4r13axxe/D0XhwqbwOUAb8yOxYIRgYN+Lj0hV+uwYFUacqrb4eVgg18fGEkMjK8jSBBEIFwipEotFq85ZRbUvDUnFnd3kyM9XS3Fh/8UmPUHAYxS0VNTIzB+EIKfqlYlVh8p69V53U7ER7inHbIsNPB2MjvBB9NjvDA2wp0tL2lTaHGoqAkHC5pwqKjJrFHZzU6I4cYb45EhTE+QNd+fRm9ATZsKVaz5pwpVbUpUtypR265GS4fmopTKumd1bAQ8CHgcEwns8zFQNNQ6JmvU+ay/wBPgcpibKH8XMQJdxQjobgbrKrlsJR0URaOkqQMnylpxsqwVaaUtZpkKAY+DeD8nDA9xwYgQVyQHOvdazniitAUrNmWy1w+XA2S/OpUVDBkMCuqZUfWMHkw0Z8V545WbhsDTwQZKrR7bMmuw8USFSXmWjYCL0aFumBTtgYmRHpet6ftKpUOjR36dDLk17ciqkiKzsg1VreZGuTwuIzHf3++Km50QD4wPxfRYL/g5W+/G1kDR+C+vAasOl5mYmI4Jc8M9Y4PZ32eK6goCLJ+fCA9PDMX81AA2SC5ulOPtnXnYX2C5F2zj8uFspqg7x4qb8dL2XLZcelKUB8I97bDheAWUWgNsBFw8PTUSS0cHX5JBE62ewsrtudiSXgUAuHt4AJaODsL9GzJQ0qSAjYCLL+dfPhNUAFBo9Fj840mkV7TBWSzArw+MRJjH5VGkI1weSBBEIAwyFEVj9ZEys5Ky25L98ObsWHYkvLpNifd3F7CqOd2J8LTDkzdEYlqMp1WDA52Bwn95jXhgY0av66UEOvfqpD430Rcz4rwxNtwNNgIeaJrG2VoZ9uU34kBBI7KrpCZBhp2Ij9FhrhgT7m7VoKddqUNxkxxFDR0oamQkmYsbO1DbrurTX4bLYW5KPBxE8LBnsiwuEqFJRsax28PBRgAbIRdCHtcq5643UNDoKcjVeouZp3alFk1G2esGuRqNMg2a+xG8eTqIEOFpjygve0R42iPSyx7hHvaDJpzREzRNo7xFibTSFqSVteJEaYuZIh2fy8FQPyZTlBLkDB8nW9jweahqU+L3rBpsz6oxeb//PTUeoReoBDcQKIrGrxlV+HRvUa8qeq/fHINbk/1gJ+Ijr06G7dk1+DO7FrXnbRPgIsawIBcMC3LGsGCXy17aeamgKBp1MjXy62Q4V9up7ChDuQV5cA4HsBfxYaDoPkVVujMhksm+jQt3t4pqX3eaOzTYcqoKm9IqUSNlgjQ+l4ObE3xwz5gQDPFh7i20egrv7sqzKF8NAC4SIR4YH4KFI4LY72GNVIXP9hayJWLn88ikMDwxJcLsOmlVaPH2zjz8lsls52EvwqKRgThc1MyaTKcGueD924Yi2E1y0Z9Bf2iQqfHQT5nIqGgDlwOsvHEIwjzs8PBPmZCp9fBysMH3i5IvmwcQACi1eixZcwony1rhYMPHpntHDLo0OOHKgwRBBMIgcra2HbM+P2Iyz8fRBr89NIoVPejQ6PHNgWL8cLjMrKci0FWMJ6ZE4KZ4H6uO3jXJNVh1uBTfHSrtcZ0wDztUtyl7VFmam+iLm+J9MCrMFSI+DwaKRmZlG3bn1mN3bj17k9BJpKc9JkS6Y3ykO1ICXS6qAdZA0Sht6kBubTtya5gbqaLGjl49QGwFPPgbJbH9XRiZbH8XMXydbOHhIIKr5MooKxsIegOF5g4tattVqGxRoqJFicpWJSpbFahoUfbYI8LjchDhaY/EAKbHKtHfyUSR71LQ2fB/orSFfZwfLPTG5/MTcXO8zyCeoTkavQG/pFfj2wMlZtf3+Tw2mVEB83WyRV6dnFEuy29EVmWbWeBqJ+Ij2tseQ4wiH1FeDghyk1w2layLgaZpSJU6VLUpUdrEKA2WNCtQ2qRAWXNHj78n9jZ8cAC2t6q/iPhc3Ds2BBOjPJDg72T17zBNM2qYG45XYFduHVt+5yQW4M5hAVgyKogtS5OrdXj61xwTyfbuONoKcN+4ECweFcRmyZvkGnx9oBjrj1dYVGGM83XET/cON8t2Gigam05W4qN/CyBV6sDhMFYKYiEfP6VVQGegYSvg4fkZUVg4IvCSfbfTSlvw8KYsNHdoYG/Dx+d3JqK8RYG3dubBQNFIDHDCdwuSL4kYQ0+otAYsW3sKx0tbYC/iY+M9wxHv73TZzodw+SBBEIEwCMjVOjz0U6ZZSVt3B3oDReO3jGp8+G+B2c27i0SIJ6aE487UAKv615ytbccrO872WNrTKUBgyXgVAMZFuGNuoi+mxnhCLORDZ6BwvKQFu8/W49+zDSY+PbYCHsaEu2FipAcmRLpfcAkQTdMobVYgo6INuTXtyK1pR16dHCqd5dFhH0cbhHrYIdzDHmEedgj3tEOwmwSuEuGAMzY6A4UGmRrlzUrUtavQptSiRaFFm0KLVgXTV9Gm0BrL2SgYKBp6iobB+OBxObAT8SER8WHX/WHDh4e9CL5GvyJfJ1v4OtlaPTsjV+tQ1NiBwno58uvlKGyQo6BebrHJ2l7ER3KQM0aHMqp9UV72lzwoqm5T4XhpC9JKW5Fb046mDg1UWgPc7IUYHuyK3zKrQdNMAP7xHQmX7NzOx0DROFDQiJ/SKrEvv7HP9f1dbPHA+FCMj3CHo60AmZVSnCprxcnyVuRUSXvsL3MWCxDkJkGQqwSBrmJ4OdiYZCovdT+YWmdAi0KLlm79Ro1yDarbVIz3lJR57s3nic/lwEUiBA0mi2Hpxr8vFo8MxNhwd6SGuAxaKaRUqcWO7Fr8fLLSpLQxwd8JC0YE4sah3mwJW327GnetOmHm79aJs1iApaODsWR0EHu+7SodfjhUitVHyiz+lnE5wMFnJlrsTzlZ1opX/zjLevxEedljZpw3fsusZk13J0a6443ZsZesv6VTOv6dv5lgJ8rLHl/MT8Sqw2VsSdytSX54+5bYS9ofdz5qnQH3rEvHkeJm2In4WL88FUkBzpftfAiXl6sqCPrqq6/w4Ycfor6+HvHx8fjiiy+Qmprar21JEES4VGzLrMaTv+SYzFsyKggvzYpmA5q00ha8/uc5nKszFRUQ8rm4Z0wwHpgQarV/7gaKxt68Bty/oeeStygv+x4lZsM87HDnMH/cnOADD3sb0DST8dmRXYudp+tMbqjtbfi4IdoT02K9MC7c/YJu6lVaA3Kqpcio6GqKPr/BHmAksmN8HBDj44ghPg6I9LRHqIddnzK3OgOFihYlsqukyK5qQ05Ve49B35WAgMdBjI8jkgKcMSbcFanBrhct5VvfrkZ2VRuyjBLkZ6rbzW7EXCRCjAp1xeRoRtjicmclOgVFhHwujjw38YpRb6prV+HvM/X4+0xdj4MLlpg11Bs3DWUMT1U6A/K6lYgV1Hf0avzbCZcDuNqJ4GDDh72NAPY2fDgYnyUiPgQ8LgQ8DgQ8Lvg8DgRc5pmiAQNFwUAxz52Be5cXEPPcodFDqdVDptKjpUMzoLI0NzsRJCIeKJpGh1pv8TvcH4R8Lu4eHoDUIBcMD3GFi5VL3LqjN1A4XNSMXzOqsPdcIyuIYSPgYna8LxaMCEScX1fJ1KHCJiz68WRPu4Ovky3uHRuM24f5s71uCo0e646X49sDJT1mvX57cBSSA81vzOvb1Xh3Vx52ZDMl0w42fCwaGYSyZgXr2ebpIMJrN8VgeqzXJVOZVGj0eH7bGbaUe3aCD56eGokntmQj3VgS9+LMaCwfE3xZlS/VOgPu35CBg4VNEAt5WL8s1UxanHB9cdUEQVu2bMGiRYvw7bffYvjw4fj000/x66+/oqCgAB4eHn1uT4IgwmDTKFdj4ocHTG4UbAU87H1qPCvD2ihX492/8/F7Vo3Z9rck+uLpaZFWk2xV6wzYeKICb+3sWd461tcBuTWW1d0WjgjEnan+iPFh/ukXNsixI7sGO7JrUd3WVQrkIhFieqwXpsd4YUSI64DL3NQ6AzIq2nC0mJG+za1pN2t8FvG5iPdzQry/I2J9mUeQq6THUfB2pQ5pZS04XNSMQ0VN7OjotYi3ow1mJ/hidoIPorzsL+gmQ2+gkF8vx4nSFhwpbsbJslaT0Xw+l4ORoa6YFuOFGbFecLUTWfMt9Isd2TV4bHM2kgOd8duDoy758ftDrVSF//IbcaSoqceSqN6wF/ExLsIdY8Ld4Odsy/TDaBgT28oWZZdyoZzpB7sc/5WFPC5c7YRwEgvB4wJ6Aw2aBloUGjPBkwthbLgbxoUzMvqxvg4Q8Qc/a1DcKMevGdX4PbPGpIQ0xscBtyX7YW6SHzsIoNEb8NW+Yny+r7jH/YV72OGB8aG4OcGHHfhqV+mw7lg5fuzmH3Q+n92ZgJvjfcy+w2qdAauPlOGr/cVQag3gcIDbkvzg4SDC+uMVkKv14HKAxaOC8OQNEbAfRKGQ8ylrVuD+DekobOgAn8vBy7OikRzogvs3pKO2XQ17Gz6+mJ+ICZF936cNJmqdAQ9uzMD+gibYCnhYu3QYhoe4XtZzIlx+rpogaPjw4Rg2bBi+/PJLAABFUfD398cjjzyC559/vs/tSRBEGCw6ywDe/MtU/vSbu5MwI84bAHOTufFEBT76txByjeno37AgZ6y8cYjVmkTlah1+OFzWoxGfk1gAEZ+LBpn5SPNQP0e21EMs5KNdqcOOnBr8kl5lEixJhDxMi/HCzQk+GB3mNqCSPb2BQk51O44Zg56MyjazXihPBxFSAl2QFOiM5EBnDPF2sBhcKTR6HCpswh85tdiVW9/vc7CEkM9FlJc9glwlCHbregS5SuBga30J4O5o9AbUSdWoblOhoEGOs7XtOFsjsyiP219uHOqNZWOCkejvNOBz7/RkOVTYhH/O1pt4VAl4HEyJ9sTtKf4YF+F+ycqxsqukmPPVUQh5XGx9cORlbaruD92v86wqab/K5vpDoKsYEZ72CHQRw86GDy6HA4qmQdHMbxFF09AbGPVBiga7TG+goDNQ0FGMFDZNAzRoUBTzrDMwpZw0zQQ1OgOFdpUOLQptr712F8P0GC+kBDkz2Vxvh0uqZFjVqsSfp2vxZ04dW1YGMIM6sxN8MC/ZnxU66Fz/nnXpvX4nUwKdcf/4UEyO8mBLSZs7NFh9pAwbjlew/kHn897cONwxzN/se2qgaPyeVYOP/i1gBTmSA50xKcoDv2VWs+V3Q/0c8c4tcZe8sX93bj2e+TUHco0e7vYifH13Egrq5Xjjz3PQGiiEuEnww+KUSyJe0htKrR73rc/AkeJmiPhcrFkyjC1LJ1zfXBVBkFarhVgsxtatWzFnzhx2/uLFiyGVSrFjxw6zbTQaDTSarh9umUwGf39/EgQRrEpVqxJjP9hvMm9EiAt+XDKMLX/IrGzDy7/nmpW+uduL8NLMaMxOMB/5uxBaFVp8urcQ649XWFwe7mFn0XAVYGrs5w8PQJSXAyiKxonSFmxJr8Lu3Hq2X0HA42B8hAdmJ/hgSrTngErdWhVaHDA2hh8sbGI9XjrxdBBhdKgbRoW5YUSIC3ydbM0+k1aFFr9n1eCnExUobbZce98b8X6OGBfhjpGhrojxcTQr7zJQNFoUGshUOsjUesjVesjVOva5Q2OAVk9BqzfeTBqY150lMzwuBzwOB9xuzwIeB7ZCHuyEfIhFfEiM3it2Ij6cJUK4SoRwsxP1+7OkKBr59XIcKW7C4aJmizLqPRHuYYcXZkZhQoTHgHt9Spo68M9ZpuSrezDs42iDe8aG4M5U/16lra0BTdNYuvYUDhQ0QSLk4dWbYjAvxe+KN5btpNNgNrtKipxqKQob5Dha3HK5T+uSMDHSHQn+zgj1kCDUnenRuxx9IQ0yNf46XYc/c2pNjJ35XA4mRLrjtmR/TIryYAdctHoK646V92oWLeRxcVO8D5aODjIJQuraVfjuYCl+PlnZY8/Xm7NjcPdwy6IFh4ua8M7f+WyA5utki1uT/XCmWsrKZ7vZCfHMtEjclux/yXvD3t6Zhw0nmP81w4Kc8eFt8fh0byG2G0v1bhjiif/Ni7/sZbQdGj2WrTmFk+WtEAt5WL14GEaGkgwQgeGqCIJqa2vh6+uLY8eOYeTIkez8Z599FgcPHkRaWprZNq+99hpef/11s/kkCCJYA4qi8dl/RfjsvGzLlvtGsCn2dqUO7+7Kw+ZTVSbrcDnA8jHBeHRyuFXKFhpkary1M8+itDbAuJDn1ZmXvLlIhFgxMQzzUvxgbyNAo1yNLSer8EtGlYlHR5SXPe4Y5o85Cb79lpylaZpVxPovrwFZVVKT0h0nsQAjQ1wxKswNo0JdEeImMbmZ1RkoHChowjcHipHZiyfR+fi72OKmoT6YGeeNSC97NkPVodGjqlWJqlYlaqQq1gy1qUODJjnzaFVcnFfQxWAr4MHVTggPexH8nBnluk7RBD9nRtGurzLDlg4NduXWY0d2DesU3xu3Jfvh+RlRcBtgadu5Whl+zajC9qwats/DScyoXi0bHTyoN7cdGj3uXZeO46VM8JDg74Rnp0Ve1aO6rQotChvkKG7sQFUbc42erZVdVSWcwW4SJPo7IchNwoh8ONsiwEUMb0ebyxqk0jTjVfXvuQbsOdeA7G6/Q1wOMDLUFTcN9cH0WC84ibt+2/LqZLhvQ7pFr6JOPOxFWDiCGTzq/h3Kr5fhxyNlPUpdA8DLs6J79OvJq5Ph3V35OFTIBDr2NnwsHBGIDo0eP5+shM5A4//snXV4XGX6hu9xy8TdrWkabSqpG22hVKBIcSvuLOxiv4UFFthd2GVxd/ciixSrt9Qt1TTu7pmMn98fZ3KSyUzatBTawtzXNdfMnJlMJslk5nu+932fRymXsXhSIjfNHParZmR5o6ihkxvf2ybNkF4zNZmFeTHc9P42ihq6UMhl3DlnOFdNST7mGxTtPTYufW0j2yvbMGqUvHH5WEYn+GaAfPTxuxVBvkqQj1+L2vYeJvxzmduxOZmRPHHeSGkBuHRXLfd+sdujjWRSagj3L8hkWMQvD2Rr6rLw0Fd7pJ23gQwmfsYnB3PF5GROSg9HLhMrVW+uc7d/NWqUnDYymnPHxpEdEzCkDzNBENhW2cY3O2v51otF9ogof2amh3u1su222PlsWzXPD8F6uJdes4bRCUFolApMVjvFDd0UNYoLyrImk7SoHOpQtkyGNFjeN2guXjZoFGiUCtRKOSqFHLVr4LxXaDkFlyucq53I4RSwO5zisLnVTrfFgckqDpt3Wey0dtto7LJ4tAJ6QymXkRhqIC1CdL1LizCSFeNPfLD+oH+b+g4z726o4KVVxYNaEwOcOSqGv84dcVizPmabgyVbq3lxVbG0YI8P1vPAaZnMSP/1+v8drgDKJ388IJk55MYFcumEBOblRP0mMyS/FR1mGw0dZho7RSe25i5x7qapy0JLt+hUWNPWc9DsosNFJoMwPw1RgTpiA3UE6lWE+GkI81MT4qch1E9DiJ9YwfTX/rptokdCr1X/Dy7hUzqgajwmIYgFudGcmh3pZq7R2m3loX55O4MxJiGIiyckcGpWlLQx4XQKrCxs5NU1pawpGrw6e/ep6Vw5Jdmr+Clu7OKJHw/w1c4aBEGsvJ8zJo4AnYp3N1TQ3iO+h80YHsY98zN+8xYzQRD4cFMl9/9vN2abk1A/NY+dM5I2k5W7lxRgsjoIN2p45oJR5Ccde6HR0m3l4lc3sLumgwCdirevyD/uW2h9/PacECLoSNrhBuKbCfJxNHh3Qzl//WyX27EvbpgkZQw0dJq574vdHvMpoX4a7luQwfycqF+8aGjvsfGf7/ZLrQgDSYvwo7Des+3tnDGxXD45ifRIf8w2B19ur+HNn8vYXdMnlMYkBHHBuHhOzYoaUotWr/D5emct3xbUuuW8aFVyJqeGMiM9nBnDw90ssu0OJ9/trucf3+wdkug5fWQ0F45LkByTihu7KKhqZ19dhxSK2t+swRuBepUrI0hHhL+WMKOGMD+NeO46BevVKI+iJfmhEAQxCLJ3cdvQIc4FVbWaXOc9VLaaBrUcDtKryI0Ts35GxQcxNjH4oH+3+g4zzywrGvS1A/DCRaMPK5TX4RT4Yns1jyzdJ82ZLZ6UyN2njvhFWVCHoqHTzHPLi3lvQ4XUkhhiUHNGXgynj4whK8b/uFug/1Y4XWK816q91/1NEASULsc4pVyOUi77XYS0NnVZWFvUxKrCJlbsb3BzrFQr5ExICWF2RgSzMyKI6JdP02N18Pq6Uh5duv+gjx+kV3HWqFjOy48jNbxvA8tktfPp1mpeX1s6qD02iJlWCwZ5769oNvHkTwf4bFuVVImemx3JsHAjn2ypkt4fh4X78X9zR/yqGwyD0WG28X9LCvhqp+hANzk1lH+dlc0LK4t5Z30FABNTQnjyvDzCjL+9acpAGjstXPTKBvbXdxJiUPPOleMYEeVb9/nw5IQQQSAaI+Tn5/P0008DojFCfHw8N954o88YwcevTrvJxpwnV7ntuM7LjuLxc0eiVsoRBIFPtlTx4Fd7PGxPz8+P4645I37x0K/JaueZZUU8t6LY6+3xwXoqWjxbaK6cnMSVU5KJDNBS32Hm9bVlfLCpQnIo0ijlnD4ymksmJA5psFYQBHbXdPD5tmq+GSB8DGoFM0dEMDc7iunDw9xao/bUdPDY9/v56RAD4gE6FTfMSOHcsfH4aZQcaOikoKqd3TUdFFS3s6emY9CMoBCDmpRwP1LD/UgONRAXrJeEz2/pmHQ0EQSB2nYzhfWdHKjvorBezPvZW9spLf57USvkjEoIZMqwMCalhpITEzDoItdqF806/j7A0KOXv5ycxnXTU4c8a9BtsfPY94W8trYUgFkjInj2wrxfvTLT2Gnhw00VvLuhwu3/MznUwILcaOblRDEs3O8PK4h+j/Q6Sq460MjqwiaPeUt/rZKT0sOZnRHJ1LRQt/99q93Jkq1V3LWk4JDfZ3JqKOflxzE7I8LtdVze3M17Gyv4YGOlVKHxxvtXjR90/qS2vYenlxXx0aZKyQ1z1ohwxiQG88X2GqmKH+Gv4bbZaZw1KvY33aDpZVtFKzd/sI3Klh6Uchl/Pnk4s0aE86cPt0sbaDedlMqfZqUdF2HTlS0mLn51A2XNJsKNGt67apybcPXhoz8njAj68MMPufTSS3nxxRfJz8/niSee4KOPPmLfvn1EREQc8ut9IsjHkbJ8XwOL39jkdqz/7E9Vq4m7lxR4DKknhxr4x5nZjP+FNpwWu4M31pbxz2/3eb09KdTg0fIBYmL9ZRMTCTKoKWro5KVVJXy2rVpqeYsN0nHx+ATOGRM3pFmf+g4zn2+rZsnWajeHJINawawMUfhMS+sTPg6nwNJdddy1ZKeHEUJ/Qv3U3DknnQW50TicAtsq2thc3sLmsla2VbR6zSbpnxE0LKIvGPXXzBA53rDYHeyt7WRHZRvbK9vYUNLsJkgBIv21zMmKZH5OFKPigwYVRCarnX9+s89rheihhVlcOC5+yCLiu9113Pz+Nix2J+fnx/HPM3MO/4c7AuwOJ8v2NfDFjhp+2lvv1v4XG6RjZno4J42IYFxS8DENa/Rx+JhtDnZWtbOprIUNpS1sLG32aO8cEeXP1GGhTE0LIz8p2M2xssfq4INNFTzwP++Cvz+JIXpOHxnDWaNiiQ/pCxq1OZz8sKee9zdWHNSQxKhR8un1E0kbpOW5vLmbF1YW88mWKum9eGpaGJNTQ/hpbwMbSlvEx9EquW56CosnJh31EOWhYLU7eXrZAZ5bUYzDKRAbpOOp8/PYW9vBg1/twWxzEqhX8fi5I5lxjO2ve9lX18Elr26kodNCTKCOd68cR2Ko4Vg/LR/HMSeMCAJ45plnpLDUkSNH8tRTTzFu3Lghfa1PBPk4XKx2J1e/vZkVLiceEFvNllw/CT+NEkEQ+HRrNQ98udvN9lomgxtnpHLDjNRftNgSBIFvCuq44b2tXm9PCTNQ7KUF469zR3D+OLGKsrmshRdWlvDj3r7MkvzEYK6cksTMERGH3Lkz2xx8t7uOT7dWs+ZAo9SuoVbKmZ0Rwem50UztJ3xMVjuvrSnlP98XHvRxr5mWzNVTktGoFGwsbWbNgWY2ljWzt7bTI0HeT6MkI9qf7JgAsl0ZQUmhg2cE/VERBIHSpm7WFjWxpqiJtUXNbpa8UQFazh0bx/n58W4tQQMfY8X+Rg/RD7DmzhnEBg0tfX7FfnHjQBDgvavGMTHltzUu6LLY+WFPHf/bUcuaoia3uSudSsGElBDGJwczLimEzGj/Y7LD7mNwOsw2tpS3sqm0hU1lLeyobPeoeoYbNUx2ZQpNSg31aMNqN9l4aXUxzy73XjnvT4hBzYLcaE4fGc3IAZbylS0m3t9YwUebqw4aYHtqViQPLcwadK7uQH0nzy4v4ssdNdL76PjkYKamhbHmgBgXAGI19+IJCdw4I3XIRjRHm311Hdz24Q6pwnZabjS3zU7j4W/28sMe8bNkUmoI/z1n5KDvJb81m8pauOKNTXSY7QyPMPLWFfnHzXPzcfxyQomgX4JPBPk4HLxZXz9+bi5n5MUCohPX/31W4BGImBXjz2OLRjI88peV33dUtnH6s2u93jaY1fXf5mdwwbh4NEo5y/c38OzyYinBXiaDkzMiuHpqitck8oEUNXTx/sYKPt1a5RbsNzYxiDNHxTI3O0qyPjXbHLy4soTHfxxc+IyI8uehhZlkxwSyo6qNNQeaWFvUxPbKNo9g1JhAHWMSgxiTGMyYhCDSIoy/muBxOgU6zXZaTFZauq10W+yYrA56bHZ6rE5MVjtmmwObQ0AAEMRzpyAgQ4ZaKUerkqNRKqRznVpBoE5FkEFNoF5FoE79q87GDIbF7mB1YRPfFNTyw556Sagr5DJOzojghhmpB21/XLavnsvf2Ox27JkL8pifEz2k73/P5wW8s76C2RkRvHzJmCP/QX4hJquddUXN/LSvgeX7GqjrcK+W+WmUjEkMYnxyCKMTgsiM9v/V7b599GG2Odhb28HOqnZ2VLVRUNVOUWOXRxBsqJ+asYnBjE0MZlJqKGkR7i2OgiCwq7qDfy3dOyTr8d4K9sKRMUweFupROfp+Tx2fbKk6pA39QwuzOG9s3KBCemdVG88tL2bp7r450WlpYUxKDXGzuVcpZJw7No4bZqQSFXB0ArMPF4dT4KVVJTz+QyFWh5MgvYqHFmbjr1Ny20c7aOy0oFLIuOOUdK6YnHTczJMt21fPde9sxWJ3MjohiNcuHfubZk75OHHxiSAfPgbw8eZKbv9kp9uxjf83k3DXrtJPe+u589OdbunoMhn8aWYa189IOazg0IHUtvdwxRubPXrcYXDDgzvmDOeyiYnoVAqW72/giR8PsLOqHRB3Fc8cFcNVU5MP6SZksTtYuquOdzdUsNHVkgGiKBFT02NICBFbC6x2J+9uKD9oe8mC3GjuOjVdFGX7GvhpbwOrDzR6tLfFB+uZlBrKhJQQxiYGHZUFgCAItJls1LT3UNNmpra9h+q2HmrbzNS1m2kxWWntttJqsv4mtth+GiUR/hqiA3XEBOqIdp1Swgykhvv96vNK0t92fQUby/r+tidnRHDbyWmkR3p/T7Q7nNzz+S43m/e7Tk3n2mkph/yeO6vaOO2ZtQToVOy47+SD3rd37mlvbQcVLSaUCjn+WiUjovyJDtThpzk6okQQBPbUdvBzcTPrS8S2qoEzfHIZpEUYyY0NJCcugNzYQDe7dR9HTpvJyv66Tva7Ztp2VrWxv67TYyMExFDYsYnB5CcGMzYpmMQQTyfENpOV9zdW8shS763CA/HXKpmVEcGpWVFMGRbqVql3OgXWlzazZGs1S3fVDRpsCmLl6M3L8wfdRHA4BX7YU89ra0rd/t/mZEYyOiFInGVyiR+lXMaiMXHcMCNlyJXWX4PSpm7+/NF2KZJg1ohw7j8tkzfWlvHKGnHOLyXMwFPn55EZ/duGsh6MJVuruP2TnTicAielh/PsBaOOSfugjxMTnwjy4cOF2ebgolc2sLm8L2Pl0gkJ3LcgE7lcRpfFzkNf7fHI/UmL8OO/54z8RWndFruDJ348wPNeTA8SQ/SUeckMuWXmMK6YkoRRo2TF/kae+LGQHS7xo1MpuGRCAldMTpLE22DUtZt56+cy3t9YIVlJy2Uwc0QEF4yLZ+qwMBRyGYIg8OPeBq56a/Ogj3X11GRunjmMqlYTP+31nhEUbFAzISWEyamhTEoJdeu7P1y6LXZKGrspaepynXdT0thFaVP3oI5q3vDTKAnUqzBqVejVCnQqBRqlHLVSjkYpF3c8XT+DUiFDq1Igl8mw2J1YbA4sdidm13m31U6byUaryUp7j81jR9sbUQFaUsPF2abcuADy4oKIC/YMjD0a7K/r5IWVxXy+vRpBECtDV0xO4k+zhg1aAVlf0sx5L62Xrj+2KJezRsce9Ps0dJrJf/gnZDIo/ec8r/dZWdjIpa9tHPJzN2qVnDsmjoV5MaRHGn9xG5vDKbCvroP1JS1sKGlmR1Wb5HDXH5VCRnKoH2mRRoZH+JEWYSQ90p/YIN1xsxt+vCAIAs3dVsqauilt6uZAQxf76jrZX9fh9XcLoqjIiQ0gJzaQnNgAsmMD3Oyre+m22Pl2Vx3/+W6/R0VvMIINak7OiODU7CgmJId4VGWLGjpZsrWaz7dVe8zUDeS66SlcNz1l0GyeboudjzdX8traMsmkRimXMT8nimERRimrCMT/u7NGxXDTScOICz524sfpFHh7fTn/+nYfPTYHRo2Svy3IIDM6gD9/vEMyaLhofDx/nZtx3AgMQRCrVr2zsmfmxfDI2Tm+zQofh4VPBPnwAZQ0dnHSYyvdjvU3PyioaufG97d6BBheNz2FP80a9oscsJbvb2Dx654zGEF6ldd8m2umJnPNtBSC9KpBxc/VU5MPmfmyvbKN19aU8k1BrbQTGxWg5byx8Zw7No7IAHERUt9h5ub3t0kDuwM5b2wcd586gqo2E1/vrOXrglqP31NmtD8zR0QwMz2c7IM4lg2GIAjUtJvZU9PBnpoO9tZ2sMdVNTgYoX5qQgwaBATkMhkalQK1QoYMGQKCJFCsrjwfk8VOt1XM8+kdWh4MpVyGRilHo1KgVcrx16kI1KsI0rva4PRilopRo0SrVqCQyei22qltM1PTJlpfFzd2HXRhmBcfyLikEKYNDzvqDmdFDZ3857tCqU0nKdTAixePHnSgu7C+k5MfXyVdP9SMUEFVOwueWUOwQc3We2d7ve1oce6YOM4aHUtObMAvNj2oazezo6qNnVVt7KhsZ2dVm0e1qBetSk58sJ6EEAMJwXoSQlyXQ/REB+p+twsyq91JfYeZ2nYzFS0myptFwVPW3E15k8ltRnIgMYE60iONDI80kh0TQE5cINGDhKp2mG0sLajjhZXFlHgxfxmMjCh/Zo4QM8lyYwM92mmLGjr5emcd3+6qlUI/B2Mo1Y+ath7eXFfGexsrJBOYAJ2K88bGEahX89m2KqmKr1bKOXdMHFdPTT6m4gfEOaW7lhRIbdMTU0L4xxnZfL69mmeWFWF3CgQb1Dx6Vg6zMg5tQPVbYXc4ue/L3by7QbTnvmJyEn+dO8K3IeHjsPGJIB9/eD7ZUsVfPt4hXVfKZWz66yyCDGoEQeC1tWU8/PUet7ap+GA9j587ckjzNYNR2WJi4bNr3TItegk2qGkZcHxBbjR3zhlObJCeLeWt/PObvVLVqlf8XDU12S29fCB2h5Olu+t4bU2p1PYAMC4pmMWTkpg1IhylQo7d4eSNdWU89PVer48zJzOSv5+eSYvJylc7ROHT36FOo5QzKTWUmSPCOSk9/LBb3NpNNrZWtrKtvJWtFW0HXYiGGNQYNEpcUzuoFXLULlHa1GXxCKw9lujVCpJCDQwL92NYhJFh4X7EBOkw2xwUNXSxt7aT7ZVt7K5p9xBhUQFapqWFcUpmpMcMwy/hp7313PP5LmrbzejVCp67cBTTB3F76u+UmBcfyGfXTxr0cZ9dXsS/v9vPtLQw3rw8Xzp+w3tb+dqVN/JrcmpWJIvGxJKfFPKL2ul6BXihq42r9/xAQ9dBg25lMjEfLNJfS4S/lsiAvsvh/lqCXII5QK/CqDn2oaOCINBhttPSbZVOrd1Wmrot1LeLgqf3dDCDABB/9ugAHQkheoaF+zE80p/hkUbSIgZv/RQEgaKGLj7YVMmrrvaroeKnUTI+OUQUPsPDpQ2c/hTWd/JNQS3fFNR6bSseyIOnZ3LO2LhBN7icToF1xc28t7Gc73bXS4YuyaEGzhodi9Xu5KPNlZJtu1Gj5KIJCVw+KemYZ+mYbQ6eW1HM8yuKsDkEDGoFd8xJZ1R8ELd/skMShidnRPDQGVleq3LHim6LnZve38ayfQ3IZHDvvAwun5x0rJ+WjxMUnwjy8YfF4RS4/t0tbuYG/XeUWrut3P7JTjdnNYAz8mL4++mZRzzHYXM4eeLHQq+uRd5a37JjAnjg9ExGxQdR0tjFo0v3S7v3GqWcSycmcvUhxI/Z5uCTLVW8uKqYyhYxfE+tkLMgN5rFk/rygapaTVzy2kavwX8GtYK3rsgnKkDHkq1VfLat2s2dTqOUM2N4OPNyojgpPRzDEBeegiBQ3mxifUkzWyta2VLe6tX1TimXEahX09uXplKI7WotXdaD7jyDKBKjArWEGjQEG9QE+6kJNagJNqgJMqgxapXoVEoMGgV6tQK9WolWpUAhlyGXgVwmQy6TIZOJrxuL3YnF7sBqd2KxO+mxOmjvsdHWY6PNZKW1W2yHq+8Qqz7VbQdfOIb6qRkZF0RefCD5ScFkRPmzv76TreWtrD7QxPqSZiz9FtzBBjXzc6I4a1SsFNT7S2jusnDT+9tYV9yMWinn1UvHMGVYmNf7jnnoR+ln2fXAKV4Fht3hZOZ/V1LebOKRs7I5d2w8FruD4fcsPejz0KkUyGVgcwoHFRhHyrikYM4ZE8f04WGHrJQeCrvDSVVrD+WuSkh5c995RYvJ7e91KMTXtooAnVhB7G3J1KsV6NRK12tSIbVhKuS4zmWu16h47hQE7A4Bm8OJ3SlgdzixOQTsTidmm5Nui50ui51uV8Wz23W5y+KgzWT1OpszGGqlnKgALTGBOhJDDSS5KmBJrnyug1XkBEGgrNnE1ztr+GBT5SGDjj2+t0LO6IQgJqaEMDE1lJzYAI9NAYdTYGtFKz/tbeDHvfUUeTGTGchlExO5YUbqQUVKc5eFT7ZU8f7GCrf36gkuEVbW3M2SrdVSO26on5rFk5K4eELCoG10vyUbSpq5+7MC6T1+1ohw7p2fwSdbqiQ77CC9igdOzxo04PVY0dBh5vI3N7GrugONUs6T5+UxJyvyWD8tHycwPhHk4w9Jm8nKyL//4Hasf/vbprIWbn5/m1v4okGt4MGFWZw56uCzEAdje2UbC724vkX6az163I0aJf88K5t52VE0dVl58qdC3t9YicMpIJfBotFx3Do7zeuuZy9dFjvvri/nlTWlUkUk2KDmovEJXDQ+nnCj9pBW3LfOSuOySYms2N/AJ1uqWFPUJLWRqZVypqeFMS8nipkjIoa8497QYWZdcTNri0Rr2N5U9P4Y1OKCT62Uo1TIsDkEj+pYLwq5jIRgPclh4gIsJlBHbJCOmEA9MUE6gvSqY/5hbrY5qGnroaihiwMNXRyo76TQFX46cPFp1CiZmBrC1LQwZo+IwF+nYkNpCz/treebglo3U47RCUFcMTmJkzMiftGMjM3h5Mb3tvLd7nr8tUq+uWWK13a3pbvquPadLQC8vnis14yQJVuruO2jHQQb1Ky5cwbdFgdjH/7R436nZEYwa0QEI+MCiQ3Su80bWOwOGjosopBsN1PU0EVRgxgYW9rUfVgL9oPhr1UyLyeKOVlRjIwLlFwPfwlOp+CqoFio6zBT7zrVtZup6zDT2GmhvUcUygPzbo41BrWCIIOakH6bBJH+WqICtEQF6IgM0BIdOPT/qS6LnZ1VbSzdVcfn26oHregeDIVcRla0PxNdc4RjEoO8iqwOs41VhY38tLeBFfsbvLYTD2ROZiT/N3fEQWcTBUFgY2kL726oYOmuOsmu26hRcnpeNIkhBtaXiA6Eve+N6ZFGLp+cxGm50cdFLlV7j41/fbuX9zeKM61hRg0PnJZJbJCO2z/eKWW/zc2O5IHTso55tWoghfWdLH59E9VtPYQY1Lxy6Rjy4o+8E8OHD/CJIB9/QHZVtzP/afd5hM33zCLUT4PTKfD8ymL+/d1+t9tzYwN48ry8Iw5e67bY+fNHO9xsUnvRqxUeQ/x3zkln8aREBAFeXFXMS6tKpPvMTA/nzlPTB53dAGjttvL6ujLeXFcmJZpHB2i5emoy546NR6dWYLY5uO+L3Xy4udLj61PCDLx+WT6NXRY+2VLJVztq3aot45ODOWtULHOyIodUETPbHKwvaWbF/kbWFjV5WHwr5TIMGiUyGQiCuIvrzZ1JJhNnVzKjAxge4UdquB8pYX7Eh+gPOpclCAKdFjttrgpNq8lKm8lGp9mG2SaaGvTYHHRZ7HSa7QiCgEIuRyFHOlcrFBg0CgwaJQa161yjJNRPTZiflnB/zREtdsw2B7trOthW0cq2ijbWFTe5Ld5kMnGX+fSR0czNjkKnUrC2uJnPtlbxdUGt1DaXHGrgjjnDOSUz8ogFn9XuZNGLP7Ojso2paWG81a+NrZeqVhOTHxHt4/9+eiaXTEh0u73LYmfmYyuo77Bwx5zhLMiJ9rCbv2pKEldPTTnihZbN4aSsqZvC+i6X01gH++o6pCrn0UCnUjAtLYwpaaHkJwYf8jV2pJhtDun12Gqy0tFjE+fTrA56rOLrUrxsx2xz4hAEnE4BhyDgcAo4XecOp2hoolKImwZKuRyVQiZd1qjk+KmVrtdt3+vXTyNWmoL0oug5ktew0ylQ12FmR2Uby/Y18MPeejdr/cMlUK9idHwQoxKCGJ0QRE5sgFfTDodTYHdNO6sPNLHmQBObylqGJI6nDAvlzjnpZEb7H/R/pa7dzOfbq/lkS5VbJSknNoA5WZFYbE4+317tNgM5Mz2cKyYnMSEl5JhvvID43vfF9hoe/mavtBF2fn4ct8xM4/V1pbyyuhSHUyDEoObvp2cxLyfqGD9jT1YVNnLDe1vpNNtJDjXw+uKxklOpDx+/BJ8I8vGH4p315dzz+S7p+rikYN65chwqhZz2Hhu3fbidn/Y1uH3NtdNSuG122hFnvXjLWwExxX5gG8i8nCjunZdBhL+GbwrqePjrPZJjUW5cIHefms54V7XKG+09Nl5dXcKra0olK+rkUAPXTk9h4cgYsX2s28ri1zdKZgoDf9brpqXwVUENb/9c7jY0HBskWmWfNSp2SAO9DZ1myRp7TVGTh9BTK+UguDJ3ZHjMwMhkMDzCSE5sAJnRAWRG+zMiyt9rm53Z5qC0SWxFqm3voaSxm60Vreyu8bQa/y0YnRDEyLhAEkMNJIcaSIswDnnB73AK7KpuZ1VhI8v2N7Ct3+yWQa1g0Zg4LpmQQHKYHw2dZt75uZy315dLwik/MZhHzs4h6QgFe1lTN7P+uxK7U+DT6yYwOiHY7fZe1zfwLoIe/GoPr64pJSFEzwsXjebUJ1e73f7DrVMZdhAB/0voNNvYX9fJ3jqXMKrtYH9dp4ct+9EgNy6QUfGBjIwLJCPKn6ijaOV9vOFwCjR3WShrNrGlvJUNpc2sOdB0VKpxaqWc9EgjmdEBjIoPZHRCEEmhhkEFRGWLSRQ9RY2sK24estg6Iy+Gm2cOO+T/RbfFzne76/hsW7Vb1VuvVnD6yGhSw43sqGzzqAidOSqGSycmknyIKILfkj01Hdz/5W7Jpjs5zMA/z8imy2Lnb1/slirw83OieOC0zF/cInq0EQSB19eW8ZBrJndsYhAvXTzmmIXI+vj94RNBPv4QOJwCV7+12U3g3DNvBFdOSQbEhOxr397i1uMdoFPxxLkjmZHufUj8UHSYbVzxxiY2lbW6Hdeq5B4tMBH+Gv57zkgmpYZSWN/JfV/s5ucSMfAvJlDH3XPTmZc9eH92t8XOG+vKeHFlsdRukhHlz40npXJKZiQKuYzixi7mP7WGHpvngvDdK8cR4a/lnfXlfLqlSqr6aFVy5mZHsWh0HOOSgg/pvlPZYuLrglq+3VXHDpcVbC8ymdjLr5DLsHuZ+TCoFeS5dn/HJIjzMQOrTG0mK3tqOyhu6GJLeSs/7m04aJ7H8cbUtDBGxwcxJlHc4R7Krntli4n/7axhydZqaTdaJoPTc6O5bfZw4kP0dJptvLSqhJdXl2C2OdGq5Nw7P4MLxyUc0fP8y8c7+GRLFReOi+fhM7LdbutfSX3uwlHMze7bOV5f0sz5L69HEMQ8oX9925ffEuqn4ee7T/rNHdOcToHKVhN7a0VhVFjfSVFDF2XN3Yd0APylBOhUJIUaSA4zkBLmR3KogcRQg+gaqFWiUcqPSbWgNyS4rcdKfYdFtLNu7qasqZvixq4hGQccCQa1goxofzKjA8iKETc2UsP9Bn1NOJ0CxY1dbCxrYXNZKxtLW7y2zg7G1VOTuXxS0kFbhkH8fPi5uJkl26pYuqvObcMmPymYk9LDsdmdfLGjxq0ilBsbwIXjEpifG3VcBey2maw89n0h724oxymIVc0bT0plXnYU//x2rzQHGxOo474FGZycefzN1VjtTu79fJfUqbBodCwPnZH1q1Rjffxx8YkgH797ui128v7+g7RrB/DZ9ROlfuIvd9Rw+8c73AaZs2MCeO7CUUdsYbqqsJFLvOSfxAXrPFp27pgznCsnJ9Njc/DEj4W89XM5DqeARikXKzPTUwZdLJttDt7+uZznVxZL8zJpEX7cNjuNkzMikctlg84hxQTq+ODq8eyu6eDt9WVuKeuJIXouGp/AotFxh0ze7hU+3xTUSiGtvfS2t3lDq5IzLimEKcNCGZ8c4pH7Utvew67qDrZWtPL5tmq3+azfC6PiA5k5IoI5WZGHDLMVBIG1Rc28vrZUEvNKuYyrpiZzy8xhaFUKqlpN3PnpTulveemEBO6dn3HYs0I/7qnnyrc2Myzcjx9um+Z228urSnj4G9E1cOXt06W2lHaTjVOfXEVNu5mc2AC318LJGRG8dMmYw3oOvzZ2h5OKFpM4a9TYRVFDF8UNXRQ3dh/Xwro3v0ouk2F3iMYcR2s+6mjhp1G6cq/8GBYh5l+lhvsRE3jwXCWr3UlBdTuby1rYVNbC5vLWw2qrSw4zcOecdKalhR1yg8HhFNhc1sK3u0Sr7P5W9YkhehbkRhOoV7OxtJll+xokwdxbEbogP4Hs2OMnNBTEn+mDTRX857v9UmV4Xk4Ud81JZ+muOh7/sRCT1YFSLuOKKUncMnPwbLBjSVOXheve2cKmslbkMvi/uSO4YnLScdFe6OP3hU8E+fhdU9vew4R/LnM7tumvswgzarA5nPzr230edqwXjIvnb/Mzjqg3vtti55q3t7CmqMntuE6l8KjATEwJ4ZGzcogN0vHxlioe+XafZJd9SmYE98zLGFSEOZwCn26p4rEf9ksf3okhem6dncb8nGgUchlbyls56/l1Hl87LS2Mfy/K4btddbyyplTqZ+8NSL14fAKTU0MPulhp7rLwxfYaPt9e7SF8epHLcLMVl8kgJyaAycNCmZQayuiEIGlXz+Zwsq+2k41lLXywscJjZuhoI5eBQa1Eo5KjUSrQus6VCtFhy+kU2/ScgoDdKdBjddBlttNltQ8p/LQ/OpUCs91xyK+LCdRx3tg4Fo2JO+TOdUFVO//+fj+rChsB9ywTQRDn2h5dKs61nTMmlkfOyjmsBURli4kpjy5HpZBx4OG5brcl3vW1dLn0n3ORycQg3Zve38ZXXqyvL5uYyP2nZdLabWVLeSsHGrooa+qmpr2Hjh4bnRY7VrsTpVyGXC5DJZcToFMRZOjNXBKH9KMDdcQF64gN0v+qRhe9YZ8VLSYqXacK16mypYfa9h6OM81xTAgxqIkL1hPf7xQXrCcxVE+kv/fcn/7YHE4O1HdRUN3Gzqp2Cqrb2Vfb6bZZNRQun5TEJRMShjSv6XAKbCpr4RtXtbq/fX6ATsX8nChSw/0oaezmq501brN5GVH+nD8unoUjo4/YGfTXZHNZC/f/bze7qsUW4LQIP+4/LRONUsFfPyuQWpvHJATx0BlZpEcen+ugPTUdXPXWZqrbejBqlDx1QZ5X8xUfPo4GPhHk43fLjso2Tu9XAUkJM/DtLVNRK+U0d1m4/t2tbgGgaoWcf5yZzdmjj8z9bVNZC4te+NnjeKifxsMe+b/n5HJGXgylTd3cvaRAeh4pYQbuPy1zUHtigDUHmnjo6z3Sh1pMoI5bZg3jzLwYlAr5oM9j8aRErpmawnsbK3j75zLpAz5Qr+KC/HguGBd/0PBLq93Jsn31fLKlmhX7G4a0+2xQK5g2PIxZIyKYMTxc6uV2OAV2VrXx094GnlledMjHGSqhfhqiA7VE+osOVlEBomFB72I6yBViatQojyhYz+kUMNkcdPTYaOqyUN8hun81dJipbhNnkYobu6TAxP4o5TIiA7ToXa53BwtpPCUzgsWTkg46/wXw3e467vl8F42dFnQqBf89J5dTXe1pX+2s4eb3t+EU4M+z07hp5rAh/5xNXRbGPCS6uZX9a550vLqth0n/EjcV5mVH8eyFowB4Y20p9/9vj8fjzEwPJysmgO921x0ylPJw0KsVxAaJgkg8Fy/Hua4H/ooiqTcotKHTTJ0X97f6DjPN3Vavr4ETgd58owh/DeFGbb9zLeFGDTFBOuKC9Yc1/9RlsVPoyljaW9vBzup29tR0HJaNeC+LRsdyyYREMqL9PUJQvWGxO1hf0sIPe+pYuqve7b3YX6tkdkYk2TH+tJps/G9njVs8QLhRw8K8GM7Ii2FE1PG5bihp7OKRpfukFjejRsmts9M4OTOC/35fyJJt1YD4Pv9/p47g7NGxx22o6P921HDnpzsxWR0khuh55dIxpIb/OvODPnyATwT5+J3y+bZq/vThdun6+flx/OOMbGQyGYX1nVz+xiY3U4L4YHGIOyP68F8bdoeTB7/aw5s/l7sdD9CpJGe2XhbkRnPfggwCdCpeWlXCkz8dwGp3olMp+NOsYSyelDSoAUNhfSf/+GYvK/aLu//+WiU3nTSMSyYmoFEqKKhqZ8Ezazy+7tppKVw4Lp6XVpXw0eZKaeERH6znyilJnD069qAtEbtr2vloUyVf7qgZkuVshL+G2Rmi9fGElBA0SgWCIFDa1M2qwkZeWFniYQd+OAToVCSHGUgO9ZNmLVLCDMSH6FHK5TR3W/qsldt6KG82Ud3WQ1VrDzVtPV7DaQdDJoPEEANJoQYSQwzEBukI99dIi+8Qg9pjsS0IAo1dFg7Ud7Gjqo3tFW1sr2yjYUBoa0ygjhFRRtRKORtLW9xsr3sZnxzM7acM9zAn6E+bycpN729j9YEmZDJ48rw8TsuNBuD9jRXcvaQAhVzGZ9dPJCc2cEg/d1FDF7P+uxKDWsHuv8+Rjp/9/DopoPfnu08iKkDHprIWzn9p/XHVkmVQKzwEkiSUgnUE6H59y3Sbw0mbyZUbZbLR0m2lzWSlxWSly2zH5MrpMdkcmFy5PSareNxsdUjub2Lej5j143AKUluWXAZKuRy5HBQysYqmkMtQyGRoVQopW0gnZQ4p0bmO+WtVBLo2BAJdVbcAnVo8plMdsdV6l8VOWVM3Bxo62V8n2r/vr+s8rDmegVw4Lp6zRseSHeOZBTQYDZ1mVuxr5Kd99aw+4G7KEqBTcXJGBJnR/rT12PhhT72bgYpWJWdOZiRnjoplUmrokITWsaCpy8KTPx7gvY0VUmzCOWPiuGFGKp9tq+b5FcVS98Gi0bHcPXcEwcepocDAroxJqSE8e8EoVy6cDx+/Hj4R5ON3hSAIPPjVXl5b29fi9s8zszk/Px6A5fsbuPHdrW5uURNTxDfcI3Gc6W0bGkiEv8atxxzglUvGMCsjgu2Vbdz16U5pZ3zKsFD+cUb2oK1vzV0WHvuhkA82VuAUxIrCxRMSuPmkYQQZ1IM+hxtmpHDOmDheWFnCJ1sqpcVTbmwAV09NYU5W5KAf8Gabg28Kanl7fbmbO9lghPqpOTUrigW50YxJCEIuF+cVNpe38sHGCj7fXnPIx/BGXLCOzChxgDozxp+MqAAMGgXlzSZKmrrZVNrCisKGo2qNfCSMiPJnblYkmTH+ZEUHEO7v2c5W3iyKwJWFTawrdl+Y5cUHMjElhPoOMYhxIGeOiuHeeRmDvkbtDif3fL6LDzZVopTLePuKcUxIEatIN7y3la931jIxJYT3rho/pJ9n6a5arn1nK5nR/nx98xTAvbU01E/D5ntm0dBhZt7Ta9zaik4E/DRKLwJJzJWK8NcQ4qc5bhe/IL7PHYv5CEEQaO+xiSGxzSbKXGYKZc3dlDWbfvHrIDXcj8snJTFteBjRAYduqeul11Fxxf5Glu2r93C+DDdqmDkinOERRlpNovDZU9snfBRymWRDf2p21HHt8tdjdfDqmhJeWFkiza7NTA/njjnp7K/v5F/f7JUcRcckBPG3BRlD3vw4FjR2Wrjxvb6ujGunpfCXk9N+UeaZDx9DxSeCfPxucDoFzn95vVuL20fXTCA/KRhBEHhjXRkPDGjZuXRCAvfMzzgix6pPtlTxl493HPJ+83KieOj0LNRKOY99X8gb60pxChCkV3Hv/AzOyIvx+mHvcAq8t7GCfy/dJzm+nZIZwV2njiAp1EBrt5UFz6zxsNm+YUYKZ4+O44UVxXy6tUraoZ+QHMJNM1OZkDx4fkV5czfvbajgo82Vh6z6BOhUnJoVyYLcaMYlBaNUyOmy2Fm5v5HnVxZJvelDRa9WkBcfKOWD5MYG0mKysrumg6W7avmmwDNj6Xhm1ogITs2KZGpamIc9ttnm4Me99XyxvYYV+/uGrnurc/UdZp5dXuz2NX4aJS9dPJqJqaFev5/TKXDLh9v5344aIv21fPenqQToVVS39TDt0eXYnQJf3TSZrJhDD3Pf83kB76yv4JIJCfz99CwAcu7/TnodrrlzBuFGLRe9skGy3x0K09LCmJYWRri/hmC9Gn+dCpkM5K7Xo8XupMtsp9Mszgq1dFspqGpnU1mLRyXt10QhlxFu1BDuryXSX0OEv7bfSUNwb5Co/shydY5HbA4nrd1WmrqsNHSaqW03U9vWQ0272OZX095DbZvZq7vkkRAVoGXRmDhmpoczPNJ4WL9HQRAobzaxpqhJClweWHXPiQ1g+vBwQv3U1LWbWbavwa0lUyGXMTElhLnZUZycEXHc2UMPxOZwsmRrFf/9oVDaYMuOCeDuuekY1Er+/tUetriqtDGBOu46NZ35OYM7ih4PbClv5fp3t1DfYcGgVvDYObnMyTr+cop8/H7xiSAfvwssdgeTH1nuthO56vYZxIfosTmc3P/lbt7dUOH2Nf84I5sLxsUf9vfqtti59LWNUltQL9EBWmkHrpenz89jQW40G0qa+csnO6SKxcKR0dw7P2PQD97tlW3c+/kuCqrFHc2MKH/uW5DBuOQQLHYH17y9RWqL6+X0kdH8efZwnltRxMdbqnC4xM+UYaHcdNIw8pO8t1T1uo69sqbE4zEHIpfBlGFhLBoTy6wREWhVCnqsDn7aV88/vt7r8fMfDKNWyYTkECalignwQXo1Wyta+WBjpYexxK+BSiFDpZCjkImW3TbHr+ey5a9VcsusNBbkRHlUiRo6zbz9cznv9Mv6yYsP5NZZaXyxvYZPt7pXhh5cmMXF471bX5usduY/tYaSpm6umZbM3aeOAOC6d7bw7a46bj4pldtOHn7Q52p3OJn0yDLqOyxS9XL1gUYuflV0O5ycGsrbV+Tzf5/t4v2NFQd9rNNyo1k8KZHsmICjtrNrtjmkRXlNm5nixi62lLWyubzlmBgW9A8aDTKoCe6dO9MqpUBSY79gUj9XWKlGpUCtEJ3ees+PpPpkdzixOpxY7eLJ4jqZrGLwb6fZTpfFTpfZJoYBW+y0m2w0d1tpcZ2auyySwP01yIrx56xRsUxMCSUlzHBEr4Xa9h42lrawrqiZNUVNHi12Ro2SCSkh5CcFo5TL2OmqDLX0a39VymVMTA1lXnYkJ2dEnhB5Mw6nwBfbq3nypwOSiU1skI475qSTGxvAEz8e4DPX3I9OpeC66SlcPTX5uBbngiDwzvpy/v7VHmwOgdRwP164aDSp4cdPxpKPPwY+EeTjhKfLYifrvu/cju2472RpJuf6d7e42T8HG9Q8f+Eoxh1i6NwbRQ2dzPrvKo/jA62gp6WF8e+zc/DXqfjPd/t5dW0pgiDu0D18RhbTB3G7aem28u/v9vHBpkoEQRQKfzl5OBeOi0chl/Ha2jIe/Mq9mpUbG8CzF47irZ/LeWNdmZS/M314GDedNIzRCUFev5fN4eTrnbW8tKrErTXEG0mhBikoNTJAi9XuZPWBRv793f4hD7yrFDJGJwQxOTWUiamh+GtV/LCnnmeXF/0iS2K5DKICdEQM2LEPN2rQqxXIZDJkMnFuQqdWoFbKkSE61zmcAmqlOEOhU4kLU5VChkahoMNso9U1z9FmstLYaaGqtUd0DGsV3cIG5j0NhUmpIdwwPdUjUd5ktfPq6lKeX1mMyepArZBz+ynDSQk3cMv726XsJoAHTsvk0omJXh//p731XPHmZnQqBZvumYWfRskHGyu4a0kBk1NDeefKcQd9fj/sqeeqtzYTbFDz890nIQiQfu9S6fbdD5zCR5srPaqq/Xlj8VimpYUds5atDrOd2nZxBqy6tYedVe1sKW+lpKn70A9wDJHLxPBQleLggsjpFCThcxyNYjExJYQ5WZGMig8iOcxwxPbLgiBQ1NDFprJWNpW1eM0HUilk5MUHMSkllFCjmo4eO2uKGtlQ0uK2mWHUKpmWFsbMEeHMGB5+wsyZOJ0CXxXU8sSPhZJZQ4hBzXXTUzg1O4qXVhbz3sYKqYp8Zl4Md8xJP6Sz5LGmw2zj7iUFfO1ykpybHcmjZ+ce1y2IPn6/+ESQjxOa/i5WIO7Kbr13NlqVgtr2Hi59baNb8N/wCCOvXDrmiPJ/vLW/+WmUHgv4B0/P5KLxCRRUt3PbRzukcL1zx8Rxz/wRXu1VBUHgo82V/PPbfVIuxlmjYrnr1HTCjBq2VbRyxnPudtd6tYJvbp7CVztreHFlibRIzk8K5s456YOKn06zjQ82VvLa2tKDZu8o5TJOyYrk4vEJjEsKRiaTsb+uk6eXHfBqheyNYIOak9LDmTUigvRIIz+XNPPUTweOKPMn1E9NeqQ/SaEGogN1KOWiuLE5BArrOymobncLMjxaaJRyJqaIFavUcD9SwsS8EwEobepmT20He2rEPKPtFW1DtviNCtDy2KJcj/a2hg4z//fZLn7cK7o9nTUqlhtPSuWatze7vZZfv2ys1yBfQRCY+dhKSpq6efzcXM7Ii5UcA+OD9ay6Y8ZBn9f5L63n55Jmrp6azP/NHcE5L/wstbw9c0EeRq2KS71kYEFf++nxjtMp0GKyUtcutn1VtpjYWdXGlorWYz5fdjxjUCski/vMaH/igvWE+Wl+sdht6bays0q0yt5Z1caW8laPdly5DDKi/RmXFEJSqAGr3cm2yjbWFTV5mJ0khxo4KT2cmSMiGJMY9JsH9P4SnE6BpbvreOLHQun/PVCv4pqpKZw5KoZ31pfz6ppSaaZwyrBQ7jgl/bjLLPLGzqo2bnxvGxUtJpRyGXfOSefKKb78Hx/HDp8I8nHCUtFsYuq/+wwBMqL8+fLGSSgVcgrrO7n0tY1ui+1JqSE8f9Fo/A8z48Fid3DVW1ukTJZeQgxqtw/f6AAtry0eS2qYH88uL+apZQdwOAVC/TQ8clY2M0dEDPpz3LVkJ+uKxWpVeqSRBxdmMTYxmJZuK9P/vdyjVeXT6yZQ1NDFv78rlCxfR0T5c8ec4UwfZAe+tdvKK2tKeGtduVtVYSBhRo1kmR3hr6W9x8aSrVUH3fnvT3KogdkZEZyUHo5aKef1tWV8uePwjBFSwgxkRAeQEKyXTBY2lrZ4tCAeS+QyuHRiIlOGhTIuKQSDRkmP1cGW8lZWFzXybUEdFS2mQz5OflIwT5w7kuhAnXSst13k/v/tweEUmJsdyf2nZXLeS+ulXeFAvYplf57u1fHpn9/u5cWVJZyfH88/z8xmd007855aQ4S/hg3/N2vQ57KuuIkLXt6AWiFnxe3TKazv5LLXN0nf75NrJzLrvys9vu6mk1K5bXba72oxIwgCXRY7TV1iu1hTl5Xa9h4K67vYX9fBvrpON3OLE52EED05sYHkxgYwLMJIpL9oNe+vUx7Vv2un2UZBdTsFVe3srGpnR1Wbx1wjiJsPefGBjE0MJiZQh90psKe2g3VFTZQ1u/9f6dUKxiUFMyk1lJPSw0k+RPDw8YjDKfDtrlqeXV7MXldl3l+r5KopyZw/Lp7Ptlbz7IoiaZMsNy6QO+cMZ2KK9xnB44nemdx/fLMXm0MgJlDH0xfkMSre+0adDx+/FUPVBr46pY/jit5FXS/zsqN45oI8ZDIZm8pauOKNTW7C4cxRMfzrzJxB7acHo6rVxORHPJ3XADcBdNH4eO6Zl0FTl4XzXlovLdbnZUfx4MIsrwtVh1P8YPjPd/vpsTnQquT8efZwFk9KRCGX8fDXe3h5tXuQ6z3zRpAdE8Dfvtgt2brGB+v588lpLMiJ9pr/0NJt5ZXVJby5rszNFW8goxOCuGxiIqdkRqJWyimoaue6d7awdQjucLFBOhbkRjMnM5LadjOPLN3Hi6tKDvl1IO4uj4wPJD3SH6VcRlOXlW8KailuPL5bl5wCvL62jNfXlgHiz3Hr7DROy41m8rBQ7pqTzq7qDj7bVs3HmysHFZ4bS1uY+K9lPHV+n7W1TCbj4gmJxATpuPbtrXxTUEdskJ5XLhnDyY+vwu4UaDPZeHrZAe5bkOnxmFnR4q5wUYPYqtjbtqeUD/76FwSBx74vBERLeYNGKQkggP/dONmrC+GPt031yPIw2xxUtIjW5K3dfS2FVrto8+wUxDBauUyGTi0X7ZtVop2zQaMk1KAmzKghzKj5TeysvSGTyTBqVRi1KpKGEMQJYotpp9lOR4+NDrONjh6769xGW4+NNpON9h6ryzpbPNZustLWYztsQaVRykULbNfvTeeaTer9vYX5ief+WhV61+81yCBmZelUit/EIry0qZv9daJN9n6XXXZlq8lrcHByqIHs2ACyYwLQq5X02BzsqGzj0y1VHrOGCrmMkXGBTEoNZXJqKCPjAg/7vf14wWJ38NnWal5cVUKpq13TT6Pk8slJXDQ+nm8L6pj/1BopViA13I+/nDycUzIjTohNhzaTlTs+2cn3e8TK9imZETx6Vi4B+uMvcNaHj8HwVYJ8HDdsrWjlzH6tYddNT+HOOekALN1Vx/XvbnHrk7/5pFRuPYJd6t5d8f4EG9Rug7YAL148mlMyI/m2oJY7P91Jh9mOn0bJQwuzOH1ktNfvW1jfyR2f7GR7ZRsgOrf966xsEkIM7KpuZ/7T7nk/k1NDuf+0TP77w37JJc2oVXLLzGFcMiHR6wKgpdvKyy7xM9gCSyaD2SMiuGZaMqMTgrHYHfxvR+2QXO9C/TTMz4ni1KxIOsx2/vpZwZAcvDRKOflJwcQH61HIZRRUtw/JhnswogK0ZEYHEOGvwagV3cY0SjlalQJ5v1mtvmOuv4cMDGolOrVc+htZ7U46emw0dFqoaXPNlLhCUA/HNCEuWMdf52YwOyMChVxGt8XOp1ureH5F8UFbAW+ckcqfT3Z/rf5vRw03vb8NgPeuGseemg4e+novIC4Gt/1ttkd1c11RExe8soFh4X78cNs0vthezS0fbCc/KZiPrpng9Xsv2VrFbR/tQKdSsPwv0xn/z5+k295YPNZNEPWy5s4ZRPpr2eFqYdpS3srumg6q23q8LnSPBJVCJi3ow4waQvtdHnjc4Jsr+M3pMNtcNtkmyprEsOD9dZ0UN3ZJ8yoDiQnUkRMbQHZsABFGLU5XjtgOV0vcwKBZpVxGZkwAYxOCGJccwvjkYK9txScS3RY772+s4OXVJZLbW4BOxWUTEzkvP45vCup4cWWx9J4aHaDlT7PTpFDsE4ENJc3c9tEOqtt6UCvk/HXeCC6ZkHBCiDcffwx8lSAfJxTrS5o576X10vX+TlnvrC/nns93ud3/X2dmc17+4TnACYLACytLeGTpPrfj4UaN2yI/NdyP1y8bS6ifhruXFEhOWblxgTx9Xh7xIZ5zR3aHk+dXiK1yNoeAUaPk/+aN4LyxcVjsTk5/di07XMKolx9uncoX22uY+9RqrHYnchmclx/Pn2eneXWXazfZeGFV8UHFj1oh56zRMVw5JZmUMD/XHEoB7204uNuXWiFndmaEmDouk3H/l7t5Y13ZQb8GxFbF3LhAALZVtLL6wOG5v4UZNUxMEVvO1K4FgFMQqG7tYU9thzQ/czQYHmEkxpUbMy0tjBFR/qRFGGnqsrCvrpNdNe1sKm1hZ1X7oMKosqWHa9/ZAsB/FuVyRl4Ml0xI5JwxcbyxrownfzxAj82BQi4j1E8tLYKeWV6Ezenkrjnp0kJhQW40P5c0896GCv7+vz18fsMkXlhZTFOXFYdT4LtddSwaE+f2/XufVu9aY6crN2XYIO5L7T02/vGNKKxumpnKS/2qeHOzI70KoJtnDuPxHw7w0756qUWnP0aNkrhgPSF+agL1YgVCo5Qjl8uQy2SSK5/ZJoaE9tic9LgczZq7RSOK9h4bNodATbt5SM6DerXCQxyF+WkI7Xce6qcm1E9zXLtnHU/YHE5X8LAYPlzVaqK0qS8j6GDhwwa1grRII+mRRoaFG/HTKkGA+g4zO6raeX1tmddsIb1awaj4IMYmBjM2MYiR8YFHbLJwvNHcZeGtn8t58+cy6f8mwl/DVVOSOX1kDJ9tq2LB02uk8OSYQB3XTU9h0ZhYNMoT4zVrtTt5/MdCXlhZjCCIrZbPnD/qhJhb8uHDG75KkI9jzqrCRi7pN5Dd2z4kCAJP/VTE4z8WSrdplHJeuHg0MwZxYRsMi93Bxa9sPGT2yYXj4vnbggwqW0xc985WDjR0IZOJQW+3zU7zOohb2tTNrR9ul6o/s0aE89DCbCIDtHy5o4abXbv9vfxtfgZJoQb+9uUuaVh7YkoI987PYESU52vYbHPw1s9lPLu82CMzoxeDWsHFExK5fFIi4f5aShq7+Otnu/i5pNnr/XsZHmHknLFxjE0M4sVVJZKzz2D0ZnBE+mupbTcfluX1yLhA4oL1aJVy5DIZRY1dUv7FsSQ+WE9+UjCTUkOYmBKKUatkU1kr3++u47vdddKixRsyGXx63USpB76sqZtbP9rOtoo2FHIZGVH+kh06uAf8gthSMvmR5XRZ7Lx22RhWFTZJ4vOcMbE8enau2/cbWPmZ88Qq9tV1SpbtA/nrZwW8u6GC5DAD9y3IHNT4YDAC9SrGJgYzOiGInJgAgv3UKGQyWk022nts2F32405BwO4QUCpkaJQKNCo5Wte5UaMk2CAKpl5nNIvdQVOXlaZOC42dFhq7XOf9rjd1WWjosBx2fo1Ro5REUYhBQ6hRFEd9J/G5BOhUBOhUJ2y71WDYHE6au6w0uX6H/S/XtptdlVAzDZ3mQzrQhfppSAzRkxhqICnUQGyQON/WYbaL81O1Yiuct5ZQhVzGsHA/cmMDyY0LJCc2gPRI4wlT7Rgq++o6eH1NGZ9tr5YcPBND9Fw7LYXZGRF8uLmSV1aXSp0GsUE6bpyRypmjYk+o115RQxd/+nCblBN3zphY/rYg0+f+5uO4xGeM4OOE4PvddVz99hbp+gsXjWZOViSCIPCvb93nTwJ0Kt68PJ+RrsrDUGnstDD24R8Peb9ex60vtldz95ICTFYH4UYNj587kklegiwFQeD9jZU8+NUeemwOjFolD54utsqZrA7G/+Mnt8VBdICWt68cx2Pf97W+RQVouW9BBqdkRnq0EjicAp9vq+a/PxR62Mj2olMpuHRiIldPTSbYoGZbRSvXv7v1oK1ZaoWcBbnRLBoTS0ljN//3WcFBfy8qhYxpaWEE6tXsrGpzczI7GPOyo1Ar5ZhtDlYfaDpiu2ytSs6wcCOJoQYMaoXU/qZxWQ47XAtwm9OJ3SHQY3PQZrLS2m2jpdtKWXM3FvvQLa9z4wI5LTeaBTlRhPhpWF/SzNs/l/P9nrpBF43XT0/hzycPRyGXYbE7uPvTApZsq0Yhl5GfGOwmRpf9eZrbgHdv1e2MvBhOyYyUKk25cYF8ccMkt+/z7+/28ezyYs4bG8fVU5M56bGVKOQyNv7fTI/qYf/NhWcuyOPG99zF+GAEG9SMjAskwl+DSiGnvNlEeXM3Va09vyhvSS4THzvEoCHET02In4YQg1o8+YnHeoVLiJ8aP404uN9tsXsIpaZ+lxs6+xb7Q3Xw649erZAEUe8pUK8SZ240SgxqhTijoxYv98436VTicZVCfB0qFTJUcvG897K3Wb7+CIKAIIDV4cRic2KxO1x5QA7MvddtTsx2B10WBx09NldGkDib1JsX1NEj2r43dVkH3SjxhlohJypQS3SAjuhAHYkheuJc7axOQaCx00JpU7d0Gux9RaWQkRLmR3qkkWyXCUNmdAA69YlR4ThcnE6B5fsbeG1tqVtMQ3ZMANdMSyYvPoi31pXx3oYK6TMgIUTPDTNSOSMv5oRytRMEgXc3VPDQ13sw25wE6lX868xsX/ipj+Manwjycdzz1c4at4VZrzWw0ylw35e7eXt9uXRbuFHD21eMY3ik0dtDDcqemg7mPrXa7dhA97dAvYqPrplAYoiBh7/ew5s/i993YkoIT52fR6iX1rSmLgt3fbqTH/c2AOLsz2Pn5BIdqHOb9ejlnSvGUVjfyWPf76fbKrZLXT4pkT/NSvM677CuqIm/f7Vn0KwerUrOJRNE8RPqp/E65zSQSH8tF42PZ3xyCA9/s/eQ8zpT08II1KlYV9x00GpIL3MyI5HLoazJdMh8ov7kxAYwPjmEQL0KlVyORiVHo5TTY3XQYrJhstgx2Rz0WMWTxe5ALpMhl4utV3I56NVKcfGqUxGgVxHmpyEuWFzQBehUmKx2KlpMVDSbONDQRUFVOwXV7YOKSxAX7XOyIrlySjKj4oOoajXx7PJiPtpcKQXW9icrxp+Pr5mITq3A6RT4yyc7WLK1Gn+tkuGRRjaViVWvkzMieOmSMdLX9baChhs1vHPlOE5+XMyrigvWsfqOk9y+R6/N9YMLs2joMPP0siKmDw/jjcX5bvdrN9k45YlV1HWYuXBcvEeg8GCoFGK20sDZjV5kMnEzIkivxl+rlIJAFa5WOIdT8FjEd5rtXtvqDoVaIXeJpT5hFOqncQkp8XJ/MaVRyukw28WqR6fo+tZbAWkaUBlpM1nptNiP2nzTYMhliJUPl2GEgLio/LUzgBRyGcEGtVT5CnX9jiIDtEQGaFHKZTgFsSJX02am2jUnV9Es5mQdTOxGBWhJjzQyPNKfEVFG0iP9SQ4znFAL+yOly2Ln0y1VvL62VHKy632fuHxSEn5aJS+tKuHL7TXS7zAlzMANM1I5LTf6hKuCNXSYuXtJAT/tEz/npgwL5T+LconwP74zi3z48M0E+Tiu6R3W7uWdK8YxeVgodoeTOz8t4NOtVdJtccE63r1ivNdZnIPRGy7Znwh/jTSnAeKb+rMXjqLTbOecF3+WWtpunCGaLngLNvxpbz13frqTpi6rFHx5xeQkzHYHYx76wU0wTEgO4Z75I7h7SYE0v5EXH8jDC7PJiPb8x6xsMfHQ13v4brf3WRi1Us7F4xO4dloKYUYNG0qa3fKUvNHrDieXybjhva0Hve/IuEBig3Tsqm73sA4fSHqkkcgALY2dFnbXdLB0d91B7x9u1DAvJwq1Qi6JiLoOMcvl482VHvkhR4teEZIVIzpUzc2O4vrpKchkMho6zaw50MTKwkZWFTa6PQenAN8U1PFNQR3T0sL467wR/PPMbK6YnMhdnxZ42Hrvqu7g1CdXsfRPU9GqFDxyVg7FDV3sqGp3q/J9v6ee0qZuyZksK0bsp2/otGDvN3Auw/21195jY5OrnXNcUjAXvCzO0J01KtbjZ77/f7up6zCTGKI/rJZFm0PA5rCjVsjJivFnZFwQaRF+JIQYSAzVE27UHjTsc/DHddJqstLc5Tp1W9zOm/of67LQbXVgdTipdeX9DAW9WkGwQd130ovnQQY1ubEBBPW7LUivxqBR0GN10C65u4mnth7R9a29x4bJasdkcWCyOui22umxipdNVjsmlyi3uloCvQljp4DUIjUU5DKkKmdvW2HvZYNGgVErVqiMWiX+OhX+WiVGrRKjVoVWJUcplyMANruT5u6+Slljp4XtlW3U7TZT124+ZEVPq5KTFOpHsqsNLinUQFKYgeRQwwkTSno02VXdzrsbKvhye7XkxGnUKjk/P56LxydQ0WLi6WVFrOz3njkuKZirpyYzY3j4ISuCxxuCIPDZtmru/3I3HWY7aqWcO+eks3hi4gn3s/jwcTB8IsjHb84X26vdBNCHV49nXHIIVruTWz/cztcFfXMpaRF+vH3FuMPeeXp5VQkPuwbCe1Er5G4C6NppKdx+ynA2lrZww3tbaem2EqBT8fi5uZyU7pn9Y7U7+ee3eyXr5OERRp44byQjovxZuqtOamPq5f2rxrOlvIUznl2H1eHEX6vkrlNFs4SBHyQmq53nlhfz0uqSQRdNZ+TF8OeT04gN0rO5rOWQLX4z08O5ZGIiPxc3e1Sm+hNsUJOfGExDp5mtFW2SEPTGxJQQNEo5y/c3sq+uc9BKFcC8nCiMGiVOQaDTbGd/XSdvris76C64UasUB939NOjUCpSu35NGJUetkKNWylEq5KjkMjQqBVqlHI1rEL534dpmslHXYaaq1URTl5UOs92VUN8nWnrNEWaOCGdBbjRnjorF5nCycn8jn2yp4se99W4LxZWFjawpauL66SncPHMYH14zgeeWF/HYD4Vuz7+s2cSfP9rBMxfkoVLIeeycXE5+fBUbS1uYlhYmLZI+31bNrbPTANE216hV0mm2u1WmBlYIf9gjPqfUcD82lbXQ1GUlJlDHnKxIt/t9uqWKz7ZVI5fBsAgjP+wZmrlEUqiBWSPEIMq8+MCjOqytUsgJN2oJNw7t/9hsc9DcLQqi3pmW5m4rLd1WqZrTJ5rENjhRnPR4zaYZDJ1Kgb9O6bLM7jv314oCI8xPizZIjk6tkGactCqFeFL2XRYrYUiVHodTrPw4Xe1uClcAsNN13OGao3K67quQg0Iux+F00mN10uMylRDNJRz0uCqhva1vFS2mPtFmEkXb4bQCKuUyIgO0xATqiAnSieeBOuKC9SSHGYgwav/wi12T1c5XO2p5d0M5O6r65vqSwwwsnpjI3OwoftxbzzVvb5Eq33IZnJoVxVVTkw+7bft4YWCoc3ZMAP9ZlHvYXRg+fJwI+ESQj9+U73bXccsH26XrS64Xh8rNNgc3vLtVKrsD5MYG8MbifIK8ZPEMhtMpcMuH2/mflxDP/ouEJ88byWm50by9vpwHXMGVWTH+PH/haOKCPStOlS0mbnx/m+TwdvmkJO6YMxylXMbCZ9e6CYdR8YE8cFoWd3+2UxoinZkezj/OzPYQc4Ig8E1BHQ9+tUfKixjI+ORg/jo3g+zYAHZVtzPzsW8HnXFRyGWclhvNOWPieGd9+UEH4Sckh+CnVfLDnvqDVnHGJQXTbbWzq7pDCn71xsSUEAJ0KuRyGQfqO/mmoNZru1GQXiVZXstlMpRyGUqFHKVcRpfFTptrkXc48ycqhYxwo5YIfw2RAVomp4YyPNIo2XUX1ne6BTlWtfbw7oYK3t1QQYhBzekjY7h0YgKzMiKYlRFBdVsPL60s5v2NldLrxuEUeHpZEWuKmnj5kjHcNHMYCaEGbv1wu1sV4OuCWubtimJudhSp4UaXM1Q1FnvfgP+KwkZJBIFo+NGJmF/VS3xwX8gqILkUzs2O4vkVxQBcMTnJrQ2pqKFTclIclxRySAGkVso5a1QM542NJyc24LixuNWqFNLC/FAIgkCnxU5rt5XmbqvbeUv/k6nvcm+7X49NFBj9N0dOZJRy2aBW42FGDeFGDTFBuiOu6P0R2FvbwQcbK1iytVqa51EpZMzJiuKC/HiiA7W8s76ckx5bKc1faVVyzhkTxxWTk0gIGVr21PGGIAh8sb2G+77cTXuPDZVCxp9mpXHN1OQTro3Ph4+h4hNBPn4zVhY2ck0/E4ReAWSxO7jm7S1urQT5ScG8dtnYw3KeMdscnPLEKsoHpI4P5MsbJ5Ee6c/dSwr4YFMlAAtHRvOvs3K82uv+sKeeP3+0nQ6znQCdiscW5TIrI4KSxi5Oemyl233fviKfbRVtnPn8WmwOgQCdivtPy2DhyBiPBWZli4l7v9jFiv3e285Swgz839wRnJQeTm27mdOeWSO11A1EpZBxzpg4TsuN5h/f7OX8l9d7vZ9OpWDysFAqmk0HdY7LjQ1AIZextaKNDaXeHfWSQg2MiBJ3B3dUtnsVSH4aJUqF+HPLEOcjOs22Ibe+KeUy9GqFNHOikMtQK+VY7U6xNcnmwOEUsDkEql3ZPwPRqxWMSQxmfHIw9y3IJDnMwPqSZlYWNvJNQR1NXRZeW1vKG+tKmZ8TzW2z00gMNfDA6VksnpTE377c7dYauK2ijbOfX8e7V43ntNxoTBY7dy1xN5e4/t2t7H9oDhqlgrNHx/LZtmo3Q4n+dumCIEiLqbp+rV/DI/vaJXfXtLOlvBWlXIbF5qCqtYdwo4bz8vsstHusDq5/dys9NgcpYYZDOgNeMzWZG09KPeFzWWQymatyoxryAtTmcNLVayrgMhjoMxroO++2OjDbek9OzC7RZLY5sbiO97heg71BsX1VHry2yPXOUCndzuUo5KBRimYLWpfpQm9gau9lg0ZJoL6/iYPL5U4vzsPp1b9+WOrvkaYuC19sr+GTLVXs7TfPmBCi5/z8eM4aFcuumnZeXl3C8v0N0uZOXLCOi8cnsGh03GFt1h1v1LWbufeLXdKmSVaMP/9ZlEt6pG/O2sfvG58xgo/fhIE5QO9fNZ4JKWIL3HXvbHGrAI1LCub1xWMPKz+ivcdG7gPfux3z1yrp6DfgnRRq4IOrxyOXybjunS1sLm9FLoO7Tk3nqinJHosHm8PJf77bLznU5cYF8sz5ecQF63nqpwP8t18rVKBexYdXT+COT3dKC9zZGRE8vDCL8AHVH5vDyatrSnnix0LMNs+Kjr9WyV9OGc4F+fH02Bw88L89fLKlyuN+IC6ozh4Vy+l50dz+8c5BB/2TwwykhRv5bk/doMPgIQY18SH6gxomjE0MwqhVUdtudlss9KJSiAPXMtdzOxxXtqGiVsgxaBT4aZUYNSpC/MSheIVcHOoP0qvpsToobOiksK5T6uHvJSFEz4KcaM4eHUtskI5VBxp5c125JMLVCjnXTBMFgkapQBAEXl9bxj++2etWnRoeYeST6yZg1Kr40wfb+Hy7e/XxyfNGcvrIGKx2J5n3LZXyo3p3l3tFUkOHmfx//IRMBjPTI6Q2lHevHCe5El73zha+3VXH1LQwtle00mG28+hZOZwztk8E3fHJDj7aXOXxuvfGVzdNlmaRfPy6OF2iSEAU9T6RcnxgsTtYtreBT7dWsWJ/o/S/rVbImZURzvn58QwLN/Lp1io+2lzptrk2LS2MSycmMC0t/ISuqDmdAu9uKOeRpfvpsthRKWTcfNIwrp2e8ocwuvDx+8XnDufjuGFrRStnPrdOuv764rHMGB6OzeHkxve2upkAHIkA6l1E9idAp3Kzip0+PIxnLxhFRYuJK97YRE27GaNWydPn5zHdS+ZQXbuZG97bKuXYLJ6UyN2njsDqcJJ9/3duQuJv8zMwapXc/+Vuuq0O/LVKHlyYxWm50R4Lnm0Vrdy9pGDQWZpzxsRyx5x0AnUqXllTyr++3ef1fjIZLBwZw6LRsdzz+S5Kmrq93i8rxp8gvfqgIaYTkkPYUdU2aABreqSRMKOG4oauIQVbHg/4a5VkxwYwMSWUSH8t7T021pc0s/pAk5Q7I5PBKRmR3DAjVWo1fGTpPul3lRsXyLMX5BEbJLZHrtjfwNVvb3Gb2Tp9ZDRPnpdHU5eFyY8scxO1yaEGlv1lOgAnP76Swnoxc6r3tVNw/8kYtSqW7avn8jc2kxxqcPs79oqkfXUdzHliNTIZjE0MZmNpC+mRRr6+eYq0APtocyV3fLLT7fEH483L85mWFvaLfr8+fJyIOJwCm8pa+N+OGr4uqHVzLcyNDeDs0bHMyYpia0UrH22qZEVho1TNM2qVnDMmjovGJ0imJicyhfWd3PXpTra6Nr1GxgXyr7OyfdUfH78LfO5wPo4LdlW3uwmg5y8cxYzh4dgdTv70wXY3ATQ+WWyBOxwBVNbUzfT/rHA7FqRXubVbXTohgb8tyGRNURM3vLuVLoud5DADL18yhpR+eS29bClv4Zq3t9LUZcGoUfLo2Tmcmh3Fjso2Tn92rdt9v755Ms8tL5bMHPKTgnn83JEeswxmm4P//lDIK6tLvBoDZEb78/fTsxidEMSmshYWvfDzoD/z7IwILp2QyMPf7OWCV7zbYo9NDMLmEAY1OQjQqYjw11BY3+W1bWpYuB8hfmrJ/OBgBgjHEpVChlohR+/KbVHKZVS2mugw21lb1CxleIQbNSzMi+G66SlUtJhYsrWalYWNLN1dx9LddSwaHcudp6bz1uX5fLurjruXFLCjso0znlvH+1eNIzXcyPTh4Tx1Xp6bAcYX22tYNDqOycNCOWtUrJsVdUlTNzaHE5VCTqBObJXpL1B6X+e97YYd5r7X7PycKMmY4NGl+6WfYaPrvvctyJQE0LaKVu75bJfH43vjb/MzfALIxx8KQRDYVtnG/3bU8E1Brdv8V4S/hjPyYjlrVAwKuYwPN1dy6pOraerqu8/YxCDOGRPHvJyow/psOl4x2xw8u7yIF1YWY3MIGNQK7piTzkXjE07oqpYPH0fCif8f7eO4paypm/lPr5GuP7Yol1Ozo3A4BW77aIebC9yE5BBevWzMYX3I7Kpud3t8EBf3/QXQ3+ZncPnkJN7bUMG9X+zC4RQYnxzMixeNIUDvOQvx4aYK7vl8FzaHQHqkkRcvHk1CiIEnfzzA4z/2tb9NTQvj2mnJXPXmZmrazSjlMm6dnca101I8Pki2VbTyl493UNzoWa3p/wHU0m3l9GfWuDkR9Sc7JoBbZg7j/Y0VXPSqd/EzMSWETpcbmjdGxQdyoKFLcpYayMi4QOo7zBxo6OJAg5cHOM4QLZ0dUsubUi4jPcooWiCrlVjsDjaUttDQaeGlVSW8tKqEKcNCuWFGKn+dN4Lnlhfx+fYaPt5SxfL9jTx53kjmZkeRExvAlW9uZl9dJ+e9tJ4vbpwsObFdNjGRN9aVSc/hmeUHmDwslLnZUR55PJUtJpLD/BCbodzpfZ385Mqa6m+tft7YeACW729g2T73288dE8eElBAAGjrNXPvOliE5g509OpbLJycN6ffqw8eJjCAIFFS3801BHV/trHFzDDRqlczJjGRBbjTpkUa+Kajl9k92um0YhfqpOWtULIvGxJEa7rlRdqKyqrCR+7/cLVWcZ42I4O+nZxI9BAMSHz5+j/hEkI9fhcZOi1uF5sGFWZw1OhaHU+D2j3fwZT/3tiMRQD8XN3sM/+tUCreF/QsXjebkjAj+9e0+XlgpummdOSqGf52Zg1rp3u9sczh56Ku+oNRTsyL5z6JcVAo5E//5k1sb2HMXjqK4oYuLXtmAU4DEED1PnpdH7gBLVLPNweM/FvLyKu/Vn5PSw3loYRbhRg0vrCzm39/t9/qzRgVouW12GmXN3Vz51mav9xmTEERLt3VQ97bsmAAKqtul1of+ZET5Y3M4OdDQdVB77BMBu1OQHPkAwlwVoJhAHTsq2/hpXwOrDzSx+kATp2RGcN+CTC6ZmMjdnxawv76Ti17dwCNnirM27181nvNfXs++uk6uf3crn1w7AZVCzq2z0/h8e7XUSrO+pIWSxi6Pvz9AfYeF5DA/DyOISNec2N7aDooaujy+rnde7sGv9kjHHE6BUD81d89NB0TL9uvf2TokZ7P4YD3/WZR76F+gDx8nKDaHk42lLXy/u47v99S75UsZ1ApmZ0QwPyeasYnBrChs4LW1paw+0CS1u8llMH14OOeMiWPmiPDf1UxMdVsPD321h293iS6gYUYNfz8tkzlZkb4ZNR9/aHwiyMdRp9Nsc8uwuXVWGhePT0AQBP72xS6WbKuWbhubGHTYAmjF/gYue32Tx/HeWQ+AD64eT158IDd9sI2vd9ZKz+Pmmakeb/ot3Vauf3cL60vEVqPbZqdx44xUatp7mPzIcrf7fnvLFB5Zuk9ydDt7dCwPnJbpkemyu6adP32wnQNeFrghBjX3n5bJ/JwodlV3MPFfy7z+nDqVghtmiKGot3+y0+t9RicE0W2xewR39tIrfgqqPatLWTH+lDWZpIyL3wNKuQw/rRKDWkmH2UZjp4X3XNWZk9LDee7CUawqbOTDTZV8t7uetUXNPHZOLp/fMIl7Pt/Fp1uruONTcbZm0Zg4Xr5kDPOfXsOOyjbeWV/O4klJBOhULBody8urS6Xvu7KwkcWTkgj1U7tVdOxOJzaHk/Jm9yrg/JwoAD7Y6F45AnHDQCGX8cLKYkoGVA/vW5AphVX+/avdg/7dB7LqjhlDup8PHycS3RY7qw808v3uen7a1+C2CaZXK5g+PIz5OdFMSgllc7k4C3TzB9vc5h9zYwM4fWQM83OjhpxjdaJgsTt4ZXUpzywrosfmQCGXcemERP40exj+J7grpA8fRwOfCPJxVLHYHWTf3+fSdmZeDLfMGgbA4z8UurULZcX48+phzgD9sKeeqwaphvTy1U2TSQw1sPj1TawrbkalkPHo2TmckRfrcd+9tR1c9dZmqlp7MKgVPH7uSE7OjOTrnbXc8N5W6X5JoQb+fXYOV765meq2HjRKOQ8uzOKcMXFuj+d0Cry2tpRHl+732qJ0Zl4M987PQKdW8JePd/LpVu+ub6dkRnB+frxXsQcwIsofrUouGTcMJCPKnz21HR7iJ9RPjVGrorSp261i8nvB7hRoM4kBklEBWkZE+qOQy1hf2syyfQ2s2N/ABePi+ejaCTz01R62VrRxzdtbuPvUdP6zKIcAnYrX1pby1892MTzSSE5sIHfOSef/PivgyZ8OcN7YeHRqBadmR7mJoF7r8oEW6yqFnAP1Xdgc7qXAacPD6LLY3TYEelk0Opaihk6e/PGA2/HTR0azIDcaEMXTO+s9BZQ3ih4+dUj38+HjeEcQBIobu1i+r5EVhQ1sLG1x+98KMaiZNSKCU7IiGB0fzM8lzXy7q5Y7PtlJl6XPMTEhRM/pI2NYODKaZC9zob8HBra+5ScG8/eFmT7jAx8++uETQT6OGk6nwJR+lZPc2AAeO0dswXl9bSlPLSuSbksJM/Dm4vzD2o0aKEwGYlAr+PrmKfhplZz/0noKqtsxqBW8fMkYJrqshvuzqrCR611GCQkhel6+ZAxpEUbu+2KX1BYHcPspw/HTKDn/5fXYHAKJIXqeu3A0GdHuHyYNnWb+/NEOr05swQY1/zgjmzlZkWwua+HsQYwP4oP13DknnQ83V3oVQDGBOqICtINWAGKDdFS19nhUd+KCdVjtTuo7LG6Vit8zte1matvNBOhUnDc2jtZuG0t31/HO+gp+Lm7mmQtG8fHmKl5bW8o/v92HRinnnnkjqGw18cOeeu78tICvbprMOWNieXZ5EdVtPXy3u46FeTFkRvujUsikBVhli2ifO9DyPCZQx9JdnkG0YxODeWNdmRTa2cvf5megUsi5/ZOdbiI6OkDL30/PAkS7+Xu/2DWk38HO+0/2BR36OKHpNNvYUNLCisIGVuxvdJvvAfE98+SMCE7OjGR4pJHVBxr5dEs1N7y7za07INJfy5ysSE4fGc3IuMDfbRtYcWMX//h6rxQ7Eeqn4a/z0r1m1fnw8UfHJ4J8HBUEQeCCV9bT0CnOJxjUCpZcPwmZTMbn26p54H99sw2xQTrevXI8IX6aIT/+Z9uquPXDHYPeHhOo47PrJ2KxO1n0ws+UNnUTYlDzxuJ8smM981A+2lzJ/y0pwO4UGJcUzIsXj8ZPo2Tqo8upaOnLg/jk2gm8s75cyoCZkxnJo4tyPMTbsn313P7xTpq7PQXG7IwI/nFGNgaNgqve2iwF0vVHrZRz7bQUQgxqr0KvN/BzVWGj1yygtAg/Cuu7PBYI0QFa2npsVLZ4zw/6vSKTgb9WhVIuo7nbyvsbK8mM9ueB0zJ5bkURxY3dXPDyet6+YhxGrZInfzrAg1/vJTs2kEfOymFDyXL21nbw+bZqzhotukc9tayIH/bUszAvBo1SQaifRpo7MFkd2B1OWrrd53OiArQs3+/uMDE5NRRBgFdWl3g874vGJ/D62lK3rCaZDP5zTi4BOhVlTd1c+84Wj8qSN1b8Zbqv5cXHCUeP1cGW8lbWFTexrriZgup2t9BZtVLOuKRgZgwPZ/rwMFQKOT/trefpZQdYX9Ls9r8RE6hjbnYkp2ZHMTI2EPnv2P2szWTlyZ8O8PbP5didAkq5jEt8rW8+fBwUnwjycVS494td0kwNwJZ7Z6OQy1i+r4E/fbhdOh5m1PDuleOIDBh67/XHmysHnYkBSA3345NrJ1DXYeaSVzfS0GkhJlDH21fke7Q6CILAEz8e4MmfxFaj00dG8+jZOVjsTlL/+q3bfZf+aQp3fLKTnVXtKOQy7j41nSsmJ7ntptkcTv793X5eWuW5oPXTKLlvQQZnj45lc3nroLbX+YnBXD8jZdDWtwnJIfxc0swqV5hnf3rb3grr3WePhoX7Ud5iOmFyfY42giAG6Bq1SkYnBFHU0MXumg7+/d1+Hj4ji9fWlrGjso1LXtvIVzdNprSpmy931HD7Jzv4/k9TuWZaCv/+bj/vbijnrNGxTEgJ5allRWyt6KvA6dXurW9FjV0eBhgNnRYPC/KbTkrl9XWlHhW55y4cRXFjF48OMMi4ekoyE1NCaTfZuPzNTW7ZJoPx3lXjSPwdZJn4+P1jtTvZXtkmiZ7tFW0ercQJIXqmDgtj+vAw8pOCKazv5Me9DVz7zhaP976kUANzsiKZmxVFVoz/7776YXM4eWd9OU/8eECaiZo1Ipy7547wGgHhw4ePPnwiyMcv5v0B8wnb/zYbrUrB5rIWrn67b37HX6vknSvGkRAy9MXZZ9uqDiqAMqL8+eCa8ZQ1dXPxqxtp77ExPMLIW1fkE+HvLrRsDid3Lyngky3iHM7101P4y8nDKW7sYvbjq6T7hRjUvHDxaC5+dSONnRaC9CqevXAUE1PcW+rqO8zc+N5Wr3bUuXGBPHN+HpEBWu76tIAPN1d63EenUnD7KcOpbuvxKoDSIvyw2J1ec3xSw/0oaujyaHuLDdJJFtc+oNNsZ0t5KxOSQzBZ7eyoaucvH+/gmQtG8eSPB9hT28FN72/jtUvHsvpAIyWN3Xy2rZpFY2L5z/f72VrRRkOHmeGRRkBssevN/unf+hZq1EhzQb3My4liydYqj+yepDADV7zpPtcWqFcxY3g4pz2zxi2MdXRCEH85ZTg2h5Mb3tvqYZTgjYcWZnm8Vn34OF5o6rKwtbyVLRWtbC1vZWdVOxa7u+iJCtAyISWEiSmhTEgJwekUWH2giU+2VHHrh9vp6NdGqpDLGJMQxKwREZw0IvwPs/AXBIHvdtfx6Hf7pfeF4RFG7p2fweRhvv9/Hz6Ggk8E+fhFbClv4e4lBdL1dXedRKBeTVFDJ5e/sUlqTVDKZbx5eb60mBwK3xTUHrQFbmRcIO9cOY79dZ1c9tpGOi128uIDeeOyfI8MoE6zjevf3crqA03IZaID14XjEvh+dx1Xv90Xfnn26FgmpoRw4SsbsNqdDI8w8vIlY4gP0bs93rriJm5+f5vX+ZprpiXzl5OHU9liYtiA6lIvE5JDuGpqEpe/4Wny4KdRkhMb4NXuOj3SyL66Tg9b5XCjhuZuq0c73B8dnUqB1SEKydEJQUwfHsaK/Y385eMdvHjRaK5+ewtbyltZtr+eK6ck8+/v9vPR5koWjYljeIT4u95c3sqczEhkMrHC1GayEWxQ09jZ1/oWE6j1qNSdPzaeOz91F/CPnp3D4z8ccBvSBlhy3UQe/maPm3gNNqh55oI8lHIZ93y+izVFnrNmA7lwXDwXjU84kl+VDx9HHbvLen9LeaskfMqbTR73CzGoJdEzMSWEIL2a9aXNrDnQxDPLDlA24GsCdCqmpYUxc0Q409PCvWa+/Z5ZX9LMv77dJ0UahBjU3HZyGueOifPNAPrwcRj4RJCPI6a6rYeznu9r8frqpslEB+po6rKw+I1Nbrt1z180mrz4oCE/9k9767n+3cFNEPKTgnlj8Vh2VrVz+RubMFkd5CcF89plY/EbYFfd1GXh0tc2srumA71awTMX5HFSegSvril1y2F55KxsShq7ue0jUXjNGhHBE+eNdHs8p1Pg+ZXFPPb9fo/WpxCDmv+eO5Kpw0J5bW2Z22P30huOWlDd7lUAjUsKZkNpi4cAUivkWB1O9tV1uh2PCdTR3G2RZrF8uNNjcxATqKOl28qW8lZmDA8jLz6QbRVtvLCqhOtnpPDo0v08s6yId64cx7+/28+mslaauixkRPmzr66T8mYTAkgVHYVcRlWrya1lJz3Sn/98797GVtve4zG/lRrux10DhNE1U5Mpauhyq6bKZPDEuSOJCtDx+tpSjxBWb6RHGnn4jOzD/A358HF0sNqdHGjoZHd1B7tqRFv+vbUdHmYhIFa5R8UHMSohiNEJQRi1SjaXtbKhpJm3fi5jf32nWwVVKZcxKj6IKcNCmZIWRnZMgEco9R+BvbUdPLp0H8tdEQ06lYIrpyRx1dRk39yPDx9HgE8E+Tgiuix2JvXLt3ni3JFkxQRgtjm46q3NboP4Dy7MYnZGxJAfe/WBRo92of5MTAnhtcvGsrmslSvf2oTZ5mRSaggvX+KZN1TT1sNFr26gpLGbUD81r18mGiX89bMCt4Xlx9dO4NXVpSzdLTp53Tgjldtmp7kN0nZb7Nz20Xa+2+1pbDAxJYQnzh2JXqNkzhOr2V/f6XGfvPhAbpk5zGvrW4S/hhCDhg2lLR63Rfprqetwn+1RyGXoVQqvJgk+3Klu62FElD9FDZ0s39/I1VOT2V3TwarCRi4Zn4BWJae4sZuGDgvJoQZKmrrZXdNBiJ+Yx9PSbaHT7J4/smKA2UFLt9XN6W1SaojHnNj9CzK457NdHuL53LFxnPn8OrdjN81IZWpaGMv3NbiZihyMpX+aOqT7+fDxS2nttlJY30lhQxd7ajrYXdPOvtpOr7EABrWCvPggRsUHMiohiLy4ILqtdjaWtrChtMVrHhaIDqKTUkOZMiyM8cnBGP/Ai/zy5m6e/PEAn22vRhBEUXhefhw3zxz2u8s28uHjt8QngnwcNg6nQO4DfVlAl01MZGFeDE6nwG0fbXdztrpuegoXH0Z7zsbSFi5+deOgt+cnitWe9SXNXP32Fqx2J9OHh/HCRaM9MlpKGru4+NWNVLf1SEYJSaEGFr2wzm2O56ubJnPfl7vZUt6KWiHn34tyOH1kjNtjVbaYuOqtzR6VGIBrp6Xwl5PTKKzvYu4/fvK4XS4TRRXgVQCNTw5mfUkL9R3u1ZwRUf7sre3wEEABOhXtPTY6B7RU+RicvbUd5MYFsqOyjSVbq5ibFcnn22v4dGsV09LC+G53PT+XNJMWYaSkqZuypr5FmVwmk9pxwo0atCoFP/er1IUbNW6GCQD5iSE8/mOh27Fuq8NjhuvT6yZwywfb3cwOJqeGcsusNPbVdbD4De9mGQMp/sfcof0ifPg4DNpNNg40dFJY3yWKnnrxclOX98qzUaskKzqArBh/smICyIoJINRPw+7qdrZXtfHehgru/HSnx3udTCbOs4xPDiE/KZixicGEGYfuHvp7pbLFxDPLivhka5XkkDcvJ4q/nDycJJ/xiQ8fvxifCPJx2Fz2+kbpDXl4hJH7FmQA8Oh3+/mmoC8T5fSR0dx+8vAhP+6u6nbOedG7gxqIM0BvXD6WTWUtkgCanRHBMxfkoVG6C6DdNe1c+tpGmrqsJIcZeOeKcYQZNeTc/72bePjqpsnc/ME2Shq78dcqefmSMYxLDnF7rA0lzVz37lZaBthfG9QKHjsnl1MyI3l1TSkPfb3X4znHBOq4d34G176zxeO22CAdATqVm6tef/YOWDDHBOqobutxS0X3MXQqW0yEGTU0dlpQK8W++dUHmrh2WjLf7a6noLodf534lthptklzO1qVgj014t8iNdwPm8PJj3v7qoEjovxZOWAe6MNN7u1rf5ufwSNL97kdu3xSEp9sqXILtI0P1vP0+Xk0dJqZ88TqIf1cBfefLLUGdVvslDebqO8w09hlobnLSlOXhdZuKyargx6beLLYHFjsTgRBXIDKZDJkgFwuij6NUo5WpUCvVqBTKdCpFWhV4mWDRkmgXkWgTk2ATkWgXiWd+2mUv3s3rt8b7SYbZc3dlDV3U9rUTXmzyXXeTetBnAhjAnWkRfgxPNKf7JgAsmMCCDNqONDQyY6qdlYfaOLpZUUUN3Z5mIMo5DIyo/0ZlxRMflIIYxODCNSrf+Wf9MShuq2HZ5cX8dGmSuyuz9oZw8O4dXYaObGBx/bJ+fDxO8IngnwcFs8uL3ILA/3fTZORyWS8v7GCF1YWS8cnJIfw6Nk5Q85lKG/uZv7Tawa9PSPKn3euHMfOqnauemuzJICeu3AUqgGDoNsr27j41Q10mu1kxfjz5uJ8DBqlh0nBJ9dO4LLXN9HUJVpqv7F4LMMi3I0b3t9Ywb2f75I+iHpJCTPw4sWjiQ3Sc8Zz66QB1f7Mz4lialqYVwGUnxTMxtIWDyODxBC9xxCwn0aJ2ebwtb79Qlq6rSSFGmjstFDWZOqrqLna2Jo6LeiDRQMMmUwm5UXFBesl04OxicGsKWpyWxxWtbr/vaalhXmIoq921ng4YKVF+HFXP1MRvSvYVy6XMeGfyxgKN85I5ZGl+yis66KsufuYz4Yp5DJREOlUBPSKI52KQL0omHrFkiic3EXUwP9jH78cu8NJfaeFmrYe18ksXa5u66G23XzITZWoAC3DIowMj/BjWISRtAgjqeF+dJnt7K3tYE9tB9/uquW/P+yntKnbo90TxA2f3LhARsYGMjI+kMxof4/WZR/iRs1Lq0r4cFOl1Fo4ZVgot85OY9RhzNT68OFjaPjehXwMmU1lLfy7X4bJ1ntno1bKWX2g0c0hLjXcjxcuHu1RnRmMhk4z0/69YtDbU8P9eP/q8eyv6+DyN8QZoBnDw3jmgjyPhdOW8lbJKW5sYhCvXjYWhUxG+r1LpftEBWh5+IwsLnltIyargxFR/ryxeKybpbbTKfDwN3t5dU2px/M5OSOC/547ko4em9vj9qJWyrl3fgbL9tZzxwB7b6NWSXKYHxsHzP4o5TLsTsFDABnUCg8nMR9HTu9sz/bKNtKjjOysapcqfCargzbXgtBfp2K/q/UxMUTPv4pF4T8+OYS3fi6THs+oVVI8YJ5hU5n73/acMbF8tLnK7dhzF47i1n75WQD/PSeXxFA9w+/xfE0NxjPLizyOBelVRAfqCPXTEOKnJsxPQ5BBjUGjRKuUi1UdpQKNSo4MGQICTkG03BUQX/sWu5MeV+XIbHNIl3tsDjrNdtp7bLSbbLT1WGnvsdFqsmG1O3E4BVq6rR5V06FgUCsI0Knw7yeMAvoJKH9dn6gK6Hfy16n+UEPyNoeT9h6bVOVr6rLQ2GmhudtKU6fFdUy8rb7D7FWUDCTcqCEx1EBiiN51Lp4SQvR0mG0UN3RT3NjFrup2Pt9Wzd7ajkGrRMEGNZnR/uTFBZIbF0hObKCvte0QFNZ38sKKYr7YUSN1WUxIDuHW2WnkJwUf42fnw8fvF58I8jEkGjstbmGfP9w6lWCDmrKmbjcXtwCdilcvHUOAbmhDrB1mG/kPe87R9BITqOPjayZQ1tTNZa+JLnCTU0N5/iJPkbWlvIVLX9tEl8XOOJdTnEMQyLzvO+k+k1JDuCA/gWve3oLNITBlWCjPXTjKbejWbHNw64fb+XZXHQPpzRbaWNbCeS+t97g9NkjH30/P9Or8lh0TQEF1OzsGVI3SIvw8Av9627a6rY5Bfzc+Dp+WbisyGVgdTjpcgqd35kqnVlDqmgWy2p00dVnRKOV0mG00dVkJ0quIDNC6vS76myGAaHDRf95hZFwgH29xF0C3nzKcf367160ydPPMYcwaEeER2HswjFolKWF+BOjENjS9WoFRq8IpCDR3W2nttlLebKKwvhOLzYnZ7sBicyIgzqkpZDJkMhkKuQy5DFQKUSD1trzp1Ar0vS1xaiVGrZKYIB2BOrVbC1ygXo1BrcBiFxfnbSYbbSYrbT02N7HUZnJdd91HPLdKLpLdVgfdVscRBfwa1Ar0GiV+GiUGjQKDuvdy33WDpu+YViVHo1SgVsrRuE7i5X7HVHLUCjlyuQy5TPwdyWUyZK5zuauFsLedUBAE7E4Bh7PvXLwsikO7Q8Dq6BOXg4lMs9VBh9lOh9lGR4+Njh5RdHaYxd+Z6TDfE1QKGZEBWqIDdMQE6oh2naICtcQEisfMNgeVrT1UtJgob+rm+911FDd2U9LYNeh7kEIuIznUwIgof9fJSEaUP2FGja8lcohsq2jluRXF/LCnr712cmooN8xIZUJKyEG+0ocPH0cDnwjycUhsDidjH/5Ruv7EuSMZFmGky2Ln6rc3uy0En79w1JDDUM02Bzn3f+92TKOUS4tDnUrBZ9dPpK7DLLa3ucTNy5eM8TBB2FTWwmWvbaTb6mBCcgivXjYGq93JyL//IN1nbnYkM4aHc9P7W3EKsCA3mscW5UrzISC6Hl351ma2lLsPuqsUMv51Zg5njorhuRXFbhWxXk5KD2dhXoxXATQ5NXTQnJeBAkijlLtl0Pg4evTfFe/dye79XevVCjaXiX+L3sHvUfFBfL1TFD2nZkfx7vrygz7+wIHvxk6L2zxEZrQ/aw40ubknzs6I4KaTUg9LAIW6nOu8tWEeC5RyWT9hpJba4XoFU4S/lrQIo3RbkF5NgF6FUaNEADp6xVFPn1ASBZTVQzj1P/UKgl4Bdaz+b3ozpH5LgvQqqdoX6qch1E9DmFFDiMF13aghOkBLkEFNc5eV+g4zdR1matt6KGroYvn+BipbTFS2mA662aKQy0gI0ZMS5kdKmB/JYQZGRPozLMLP433Yx6ERBIE1RU08t7xYCsKWyeCUjEium55CblzgsX2CPnz8gfCJIB+H5NLX+tza5mZHSk5wf/5ou9sC/sGFWUxMHVpStdMpMPcp98Hv3hmNXr69ZQpmm5NLXttIh9nO6IQgXrtsLDq1+wfvxtIWLnt9o1QlevmSMXRZ7G7C7ZwxsWRE+XO7qz3t/Pw4HlqY7dZGU9Fs4rLXN1LS5N7eFGxQ8+LFo8mLC2TxG5tYsd993kMmg9tmpVHd1sPN729zuy0qQItcJvMQQN6qP34aJV0Wu8fsiI9fh97XWq/gaem24hTEak5vu+KohEBeXi22RE4dFsbNH2zz/mBe6A227U9mtL9ba9ywcD/+c3buoKG6g9E/pDdApyIhRE+kv5YQPzXBBjXBBg1BehUGjdJV6VBIlQ2FXIbDKSAI4BAE1+W+KoXJKlYmuq126bLJ6qDT7BIp/So7bSYbVocTu1NwtWBZAU+748GQyxggmvoEUqBOTZBBRVywnkC9mqB+Zgx+WiUKuQyr3UmH2UaX2U6XRXy+3Rbxcu+55zEHFrtoDGG1O7HYnVjsDumy1XW91zhiKBzsfnIZKOVy5HLQKAcaTfRV33RqJTqVaEhh1Crx1/a1AIqXldJlo1aJyeag1dV62Gqy0txlpaHTwu6aDuo7zJLoaey0DKklLtJfS3ywnrhgPSnhBkn0xAfr3TaKfBwZdoeT7/fU8/yKYskMRSmXsTAvhmunpZAa7neMn6EPH388fCLIx0F56+cyt+DOp88fBYizCP3zci4aH39YVth/+WSHWzaEv1bpJoC+umkyeo2Cs5//mcZOC+mRRl67bCyGAUGo2yvbpLDUKcNEAdRmsjH+n30tdosnJRLqp+F+V97KlZOT+Ou8EW4tGwVV7Sx+Y6Pb4hLEeaTXLh1LkEHFqAd/cAuABbEN5x9nZnP7xzs9MjJyYgPYWdXOQHQqhYcA0qrkvtmfY0Tv37zBVcVJDfdjbVEzMhniIt/uJCc2gPUlzVgPQ6AOFEBXTk7ilX4zZiEGNS9dMobcv38/8EsHZWxiEJnRAWRG+5Me6U98sJ4A/bHLTxEEAbPN6SaK2nsv9wy4Lh0Tr/fYHDgFftEMkZ9WbHEzuoSBn6bvup9WiVGjJMyoIT5YL7bAuRzutCoFWpUcrVLhNiOlUcql94Xe9jZBAKfQdy6exNv7nyvkMumk7L0sk0nmMA6nIIormxOrw4nF1ie2TFYHXRbRpKPbIl7uMtup6zBLAq/VZKW120aLSWx1HGjWcjAUchlhfhoiArRE+ou/j/hgPbGu85hAna+q8yvRbrLxwaYK3vq5XDK30arknDc2nqumJhMTqDvGz9CHjz8uPhHkY1B2Vbfzty92S9e33TsbhVzGD3vq+e8PfRkoE5JDuG9B5pAf97U1pSzZWi1dN2qUbuLivavGERes57yX1lPRYiI+WM9bl+d7zBntre3g0tc20mWxMyFZDEvtMLsLoBtnpOIUBKl97ZaZw/jTrGFuAmhDSTNXvLnZQ4SMTgji1UvHYLI6yL7fc6EaH6zngdMyvWa5eGt/C/VT09RlpcfW13rSW/3xlqru47el1SQuxGvaxJmUUfFBfO/q1T8lM9JrC+RgDGyPOjMvhjfWlUnX1Uo5F45PYMZ/Vgz5MQsfOvW425GXyWRiJUOtIyrg8BZzZpuDDpepQu8MUa9A6n+51dQ3T9Rqskr/K70tcPUc3RY45QAho3RVzxSy3uviZaBPECHgdPYTRi6zCbujt9LklAbejyYGtYIgg1j9C9SrCTdqiPTXEuGvIcJfS2SA1lUh1PyhzCOOB4oaOnl9bRlLtlZL7/lBehUXjU/gsomJhPj5zCJ8+DjW+ESQD6+099jcLKu/vHESQQY1RQ1d3NKvJSg+WO/VpnowVuxv4O9f7ZGuK+Qyt9ye5y4cxaj4IC55dSN7azsI9dPw9hX5hPu7p2IXNXRx0SsbaO+xMSo+kFcuHUOP1eFmsnDHnOF09Ngl6+6/zh3BVVOT3R5n+f4Grn17i0cL2qwRYv7QgfouFjzjad09ITmEiyckeAigQL2KmECdhwBKDjV4tNlplL+v6k9GlD/pUUYi/LXSoL5WpcDhFKTh74ZOC1WtJlYfaDqsnezfAovdiVohp7Zd3K1VyGQ0dor26QPNLA5FfwGUHGpg+f4Gt5/Xanfy1E8Hhvx4ux445bgTQL8UrasiM/B/+1CYbQ66LHapQtIpndvcrneZ+46JBgRO8XVoE6sx5l5TAldFqhe7y9jg15wuksvEn7/XkMGgVuKnVUrnRo1SqnIZNKIpRaBeTbBebBEMNqgJ0qt91ZvjDKdTYEVhA6+vLXOLkkiPNHL5pCROGxnt+5v58HEc4RNBPjwQBIGJ/aop98wbQU5soGSE0DuMrJTLePHi0QQZhhZyd6C+k8tedxcN/XdH71uQwSmZkVz7zhY2lrVg1Ch58/KxHkYLFc0mLnxlPc3dVrJi/Hl9cT52p0Deg30mCLfOSsNkcUgC6O+nZ3LJhES3x/l6Zy1/+nAbNof7Yvz8/HgePD2TNUVNHs8X4LyxccQF691c8QCSwwyUNHbT5sU6tr8A6rXDPlFnfxJC9MzJimREpCh6kkP9jmiB3tRlYX1JM9/uquPrnbW/wjM9fKwOJzjEVrV9dWJA6tjEID7fXnPEjymXyw4aOnkoVt8xAz+N7626l17xFHqUdtIFQcDmEDDbRVHkdNLn6OYUcDoHur45cThdrnCI1TC5rN85MpdjHKgV3h3nlL5MpN8VbSYrS7ZW8/b6cslhUiaD2SMiWDwpifHJwT7HPB8+jkN8n6w+PHj8h0LJLSgrxp8rpyQjCAJ3Lylwm+N55KwcRkT5D+kxGzstzH581aC3XzohgcWTknjgf7v5YU89aqWcVy4dQ2Z0gMfjXPTqBuo7LAwL9+Oty8ehkMvI6meDfdWUJAQEKUPlvgUZHgLoo02V3LVkp8fAcG+73JKt1fz54x0ez/PPs9PYWNbCB5sq3Y6PjAv0cOrqbXXrj79W6TFXdLyTGKJn0Zg4xiUFkx0bMOT8p0MR6qdhfk4083OiuW++mRdXlXjNZToWOASBDrOd+GA9236BA1tubAA7vMyFDZWPrplAnCvA1cevg0wmQ62UoVbK8dceu/kqHycWgiCwobSFDzZW8M2uOmle0KhVcu6YOC6dmOj73/Xh4zjHJ4J8uLGrup2nlvUFMH5y7UQA3t1Qwf929O2GXzAunrNGxw7pMS12h5tT20CmDw/jbwsyeX1tKa+vLQPg8XNGMi7ZPSeh02zjstc3SnNC7145Dp1KwYi/9YVLnp8fR4BOxX++F2eW7pk3gsWTktwe5+2fy7i336xTL/ctyGDxpCSeW1HEo0vd5z9UChkPLczikaX7PYa4vc3/pIb7UdTgbn6gVspPGAF0ckYE83OjmTYs7DcZvA/313Lv/AwWjozhstc30nwEg/JHk95qXqBe5dXcYijkxQeyraLtiJ/DI2dl+4ISffg4zmjqsvDplio+3FTpVuEfEeXPBflxnDkq1sPAx4cPH8cnvv9UHxLdFrvbHNCPt01Fq1Kwq7qdez7fJR3Pjgngb/Mzhvy4VwzIzeltBwNICjXw7AWjWLavb1bozjnpzMuJcvsai93Bte9sYXdNB6F+at66PJ9AvZq0e/qshedlRxEfbOCRpfukx7lyivsM0Dvryz0EkEwGDy/M5vz8OO75vIB31le43W7UKPnPOblc8/YWj59tfHKwhwCKC9Z5CCDgsJzFjgVT08K4ID+eGelhR63ac7hkxwbw1c2TOeXxVcdcMEb6a49YACWHGn6RALpsYiLnjo0/4q/34cPH0cPpFFhb3MQHGyv5fk+d1EKtVys4fWQ0542NJyc2wNfy5sPHCYZPBPmQWNBPAN19ajqp4UY6zTZufK9v9sVfq+S5C0cNebjzldUlbiIhUK9ym5l5/6rxlDR2c/P72xAEsZJz7TR34SJmEu1gbVEzBrWC1y/LJz5YT/L/fSPdZ3JqKOOSgyU3u7+cnMZ101PcHue9DRVuYg7EAeX/LMrljLwYbnx/m8dsSqifhv+ek8sl/bKSQGx5CDdqWF/S4vEz9w/CPN7b37QqOX+dl8FpudEe7nvHiqgAHa9cOpZzXvz5mD0HuUysPB4pA00wDofcuEDuP23obos+fPj4dSis7+SzbdV8sa2amnazdDw3NoDz8uNZkBvtm9fz4eMExvff6wOA19eWSgu3SH8tV08V54Du+rSAsmaTdL8nz88bcp/zprIWHvp6r3Rdr1a4CaCvbpqMUxC4/M1N9NjEnJ+/n57lsZv24Nd7+GpnLSqFjBcuHk12bABzn+wLWh0W7sd5+XHc5AoqvfmkVG48aZjbY3ywsYL/+6zA7ZhSLuPJ8/KYmx3JVW9t5se9DW63xwTqeHBhpocAig7Q0mmxU9x48IWun+b4FUBzMiO5amoSo+KDjsvdy/ykYE5KD2fZvoZD3/lXQABpLu635osbJh2T7+vDhw9o6DDz5Y4almytZk9th3TcqFVyRl4M542NJyN6aLOwPnz4OL7xiSAfFDd28cD/+myrf7htKjKZjLd+LuPrgr7KyE0npTJjePiQHrOu3cyiF9x38k39FpVPn59HSpgfi15cJ4WherPafqPfnNBj54xkyrAw/vzRDrcPp3vnZ3DFm5sQBLh4fAK3zk5ze4yPNlVy9wABpFLIeO7C0cxMD+eS1za62ZkCpIQZuP2U4Vw+oJUvJczgIX5683/6o5TLjkv76+ump7B4UiLhxsOzJT4WLMyLOXYi6Ci5d8cF69wqg4ei5B9zj8439uHDx5Dpttj5bncdn22rZm1Rk2SYo1LImD48nDPyYjgpPdxnb+3Dx+8Mnwj6g2NzOJn52Erp+mfXT8SoVbG7pp37v+ybnRmTEMQtM4d5ewgPLHaHW2DpQK6dlsL8nChu+WA7u6o7CDaoefmSMRgHODMt21fvNid0Wm40z68o5tOtVdJ9Prl2Ape8thGbQ2BedhT3n5bpVtn4ckcNdy7Z6baoVchlPH1+HjPTwzn3pZ/ZVNbq9n2zYvy5YXoq177jboGdGe3P7poOt2NpEX4U1rvP/8hkHHcZOHefms4F4+I9fsfHM3lxgcf6KfwiQv3UhyWAdj9wCnJfoKUPH78JXRY7y/c18O2uWpbta3ALrB6dEMTCvBjmZ0cNOQLChw8fJx4+EfQH545PdkqXL5+URF58EGabgz99sF3aDTNqlDxx3sghZ1tc68VAoJfJqaHcfspwXlxVwpc7alDKZTx34SiPFrs9NR3c9N42nAKcO0acE/qmoFYyPQCxbWjxG5swWR1MSg3hv+fmuqWir9jfwG0fbncTQHIZPH7uSE7OiGTRiz+zpdxdAOXFB3LF5CSuG5ABNDohyOO+uXGBbiGaKoUMm0M4alWEo8E980Zw0fiEE3IHM9z/xE5UH1gdPBhr7pzhc5Ty4eNXpsNs46e99XxTUMfKwkY3s5qkUAMLR8awMC/aI5vOhw8fv098n7p/YLZXtvHZtmrp+j3zRgDwr2/3caCfu9k/z8omNmhoc0Cfbqli+f5G6Xp/I4RAvYpnLxjFqsJGSczctyCD8QOssOs7zFzx5ia6rQ4mpoTw4MIsCqrb3cJJP79hEte/u5WWbivZMQG8ePEYN0ezLeUtXPvOFreKjEwG/z47lwU5UVz6+iavAuiicQnc+N42t+PjkoLZUOpugJAV4+8mgNRK+XHl/nbrrDSumJJ0Qg/tHk9i8tfk42snDPn/y4cPH4dHa7eVH/bW821BLWuKmtzCsRND9JyaHcWpWZFkx/jc3Xz4+KNx4q6QfPwizDYHC59dK11fe9dJyOUyVhY28sa6Mun4OWNimZ8TPaTHLG7scgsYVSvkbkYIH18zgaZuCzd/0OsEF89F4xM8nteVb26mtt1MSpiB5y8cTafZxmnP9D3Xj6+dwL2f76K6rYekUANvLB7rttjfV9fB4tc3ubU3APzjjGzOHBXDTe9vY1Vho9ttefGBnD823iMgdWJKCOuKm92ORQVo2VXd1xZ3PAmg8/PjuOOU9N9FC0dHz5G7s50oPHp2DmMTfVlAPnwcLQRB4EBDFz/tbWDZvnq2lLe6hWKnhBmYlx3FqdlRpEcafcLHh48/MD4R9Aflyjf7Bv7/b246MYE6Wrqt/KWfCEgONXDfgqFZ9ZptDrfZIgCro08YPHNBHjFBOhY+u5ZOs52xiUE8MGB+RxAE7l5SQEF1O0F6Fa9dNhadWkHaPd9L93nuwlG8urqUgup2gg1q3lycT4hfX9tURbOJS17d6OHKds+8EZyfH8//fVbAVwNssPPiA7l0QiJ/+nC723FvIahGjZLaflapfpr/Z++sw6O4vy5+1je7G3d3JyTBpbhLi7QUqbu7vC2l3tL+6u5C3aG0WCnuDiEQQtzdk03W5/1jdmdnshsIlBAC9/M8PNn5juxkQ8uc3HvPkV4QBggJAa54e34aEgMvHtciZ1lLFxO3XBaJqweF9vZtEESfR2c0Y09BPTZl12BTdg3KGoWzeAkBrpjWLxDTUwIQ6+/aS3dJEMSFBomgS5BtObXcw71ELMJto1g77MXLM1HbqueOe29herfnFK7/cl/X+4aHY0ZKIB7+NQM51W3wc1Xgw2sGQC4Vzhh9uaMQKw6XQyIW4cNFAxDmpcLAlzZw+28aGYGjZc1Yd7wKcokYn103EGHe9jaiRq0BN3y9DzW87wEA7hgThVtHReF/67Lx415hEGr/EHfcNipK0GoHsMGhnatFcqkYrTzB46qQCrZ7i4+uGYBp/QIuut9oHilr6u1b6DEGhnvi6TMIHCYIwg7DMCis02JnXh225tRhZ14dOox291G5VIwR0d6YkOCHcQl+1G5KEIRTSARdYrTqjILcm91PjodIJMKv+0ux7ngVt/7ktAT0C3bv1jV/O1CKfUX2mRkvtRwNWnYoPNZPg6dmJOKnfaWcwHl/YbqDRfPOvDosXcNmCj01PREjYnzw+O8Z3HXCvFRIDHTjjBxeu6o/BvHaiPQmM27/7gAKO4VUzh0QjCemJuDb3UX4eEu+YF+snwZ3j412cIFzlk8jEkHQ8qaUiXtdAC0cEobF0xP6lOPbmfDOhtzevoUe44+7RvT2LRBEn6KuTY+deazg2ZFbJwgvBQB/NwXGJ/hhfII/RsZ4QyWnxxuCIE4N/V/iEoOf3fP6Vf3h56pEaUM7nu1kh33rqKhuXa+4XovHeA5zLjIJJ1wA4KsbByOnqo2z2358SjyGdjJCKG1ox70/HoKFYUXLTSMjsOJwGX49YLfCfnlOP9z09X4AwP0TYjE7PZjbxzAMHv/9qIPV9dh4X/zvyv7YeKIGz6w8LtgX4umCx6bE4/ZOTnbj4n2dZtPwh/RlEpHDvNH55pfbhzl8jhcTDVrDBTNnda6hLCCCOD3NHUYcLG7A7vx67Mirx4lKYTyBXCLGwHBPjIzxxth4PyQHuV101XCCIHoWEkGXEJtP1iC7qhUAO9w/b1AoGIbBE8uPcq0EcqkYr88TWk13hclswZjXtwjW+C0Jn18/CG5KGRZ9sQcGswWTkvxx+2ihuNIZzbjju4NobDeif4g7ls5JQU51Gx76xT6b9Ne9I3Hdl/tgsjC4PDUID00U5hW9/W8OVh6pEKylhXrgo2sG4HhFC279Vhh46uuqwMtzUnDDV8IWvtFxvgJnO2f0tgnCLZdF4rEp8X3S8vpM+PVAaW/fQo9AWUAE4ZzqFh32FTZgf1ED9hU24GR1q4NDZFKgGy6L9cHIGB8MjvCkag9BEP8J+j/IJYLOaOYqKQCw9oFRAIBf9pdiZ57d/WzxtARE+nQvI+FFa5CpM24bFYmJiX6447uDKG3oQKiXC96Yl+rwm7rn/z6OrMoWeKvl+OTagbAwDKa8s43bv/zuEXj896No7jAiLdQDr1/VX3CN3w+W4b1NeYJrhnq54MsbBqGmRS9wwAMAN6UUb1+dhmu/3CtYHxnj7TADJBZB4CqklIl7tQL0w61DMTLGp9fe/3zBMAxeXZt9+gP7GDufGE9ZQAQB9hdouTVtOFLahANFjdhf1ICShnaH4yJ91BgS4YWRsT4YEe0NH03fzg4jCOLCgv5FvkS4hzf4/9qV/eGhkqOyuUMgZIZGeuH64RHdut6hkkZ8s7uY2/Z1VXCmCuHeKjw6JR4/7ivB+qxqyCVifHzNQLi7CGdXVhwuw0/7SiESAe8sSEOguxJRi9dw+1+dm4JvdxUhu6oVPhpWJPErIPsKG/Dk8qOCa7oqpPjqhsEAgLFvbBHsk0vEeHu+owAaEuElEIKAMN8IABTS3hNAY+J88c78tIvC9ro7bD7p2I7Y1/njruEI9nDp7dsgiPMOwzCobNbhSGkTMkqbcLi0CcfKm9FuMAuOE4uAxEA3DI7wwpBILwyK8HSYHSUIgjiXkAi6BMgsa8ZG3pzLvEEhYBgGS1Ycg9b6D5FCKsbrV6V2q1WnTW/C3I92Cdb4rnJf3jAIJfXtnMB6fGq8g8lCbnUrFi8/BgC4b3wsRsX6YsmfmVz7w9BIL+iMZvx5pAISsQgfLBqAAHf7P4iVzR24+4eDguA7iViED64ZgDBvFeKXrHO476VzU3DLN8LWuJRgd4GpA8BWkkob7BarcqkY+l5qgXt5Tj8sGhJ2yfS6MwyDm5cdOP2BfYgrUoPQojNhc3YNGLB/X6ViMZQyCRRS9qtSJoZCyn51kUsEwb8E0VdgGAalDR3IqmxGVkULsipbkFHWLPj3wYZGIUX/EHekh3lgcIQXBoR7wu0iNXkhCOLChETQRY7JbMHlH+zgtnc9wbrB/Xm4XCCMlsxMEthNn4pblu3vct9Ls/shxFOFOR/tgs5owahYH9w8MlJwTLvBhLt/OIQOoxkjor3xwIRYbM+txfd77PbVD02Kw7VfsBWbxdMTMYxnAqAzmnHndwdR12YQXPe5y5MwOtYHV3+6G515fGo83v43R7AW66dBZnmzYC3OX4Ocans+jYtMIphzOp+svGckUkM9euW9ewtnphR9nb8yKvBXRsXpD+ShkIrh7iKDm4uM/aqUCrbdXWTw1sjhrVbAWyOHr0YBT7UcMon49BcniHNAu8GEvJo2ZFe1coLnREWLU9dMiViEhABXpIV6IDXUA+mhHojy1XRr9pQgCKKnIBF0kfMKb7binnHRCPJwQW2rHs/9bXdLGxHtjWuGhHXreuuPV2Fvob1y4u4iQ3MH2zY2PsEP1wwNwwursnDCOufz5tWO1aVnVx5Hbk0bfF0VeHdBOlp1RlzHyxlac/8o3PC13Qjh5pER3D6GYfD0n8eQUSYULzeOiMB1wyPwxj8nHVzirhkahrzqNpQ32as7wR4uaNEZBccNCvfEgWL7uW5KqUPo6vkgNcQdX904WBACeylgMlscKnV9neQgNrxWJAJEEMFW0DOaGeiNZuiMZuhNFuiMZuhMFpitQ2h6kwU1rXqHzKvT4aGSwUejgLdaDh9XBXzUcnhrFOyaRg4fjdz6WgG1XHLJVBiJs6dNz4qd3OpW5PK+dg4ktSGXiBEXoEFSoBuSAt2QHOyOfkHucJFTdZMgiAsLEkEXMSX17fhyRyG3/fCkeADAc38d5+ZdJGIRls5J6VYbXHO7UWApLZeIOQEEsJbbW3Jq8fXOInZ7Xn+Hnu5VRyvw28EyiETAewvS4aORI/JJ+xzQ1zcNxnN/HUdtqx7x/q7435Upgge17/YU47eDZYJrDo/yxpIZiVh/vAofbBaaJIyK9UGsnwbP/W2ffVLJJQhwV+IgT/CMivXB9tw6brvzTND54qaREVgyI+mS/A3pR51ynPo6Ra/OOONzjGYL2vVmtOiMaO4wokVnREuHES0dJm67ucOIpnYj6rV61LcZUNdmQINWDwsDNLWz+/JO/1ZQysTw0Sjg66pw+OprFUu2NTJ0uLhp7jCiuF6Lovp2FNdpUdzQzm07a2Wz4aORI9bPFUlBNsHjhmhfDVUkCYLoE9C/bBcpDMNg9Oubue21D4yCRCzC5pM1WJ1Zya0/NDEWEd10g7v+a6GltMFsn5P5+sbBkIhFXJjpDcPDMT7BX3B8eVMHFi/PBADcMzYGw6O98fSfx7j9V6QG4UhJE/YVNUCjkOKT6wYKLFD3FzXghb+FjnSB7kq8vygdRfVah8yfSB81rhsW7rA+ItobG07Y266GR3kLBJCbUtorAujF2f1w3bDw8/6+FwK1rXq81aldsS9ztllAMokY7iox3FUyhJ7BeWYLg6Z2VhDVt+lRpzWgrlWPeq0eda0G9mubAXVtetS16aEzWqAzWlDW2NHlb/T5qOQSniiSdyGcFPBSy6GiCtMFBcMwaGo3oqK5A5VNOlQ2d6Dc+rW4nhU7jaf5/52PRoE4fw1i/TSI9XflvnpdImYtBEFcnJAIukjhzyBMTwlAYqAbdEYznuWFhsb6aXD76OhuXW9TdjUySpu4bX6l5KqBIRiX4IcHfz6M2lY9on3VeHJ6ouB8s4XBw78cQYvOhNRQDzwwMRZHSpvw3R67w9yioWFY9PkeAKwhAN+qu0FrwL0/HoKJ51ktl4jx0TUDoJRJMPEtu602wA7dvjirn4MT3LR+AVh7rIrbjvZVY3eB3RmO3953Pll202CMjfc77+97oXDZ/zb19i2cM7JeOP9ZQBKxCN7WNjfA9bTHa/UmThDVtupR28aKpto2vf2rdZ/OaEG7wYyShnanNsadkUvF8FLJ4amWw1vNfvVSydivajk8Vbx1tRweKhkZQZwFNnFTr9WjttUucOvbDKhqYUVOZZMOFc0d3XK29NEoEOGtQri3mv3qY/3qpYa7igwLCIK4+CARdBGiM5rxwM9HuO23rk4DAHy8JV/wELN0bgrk0tO3LbTojALHLo1CWCl5emYS1h2rwp9HKiAWAW/MS3UI8/xkaz72FjZALZfg3flpMJkZQYbPvw+NxvVf7YOFYUXVrLRgbp/FwuDR3zJQ3SJsy3j2iiSkhXoIcoUAdv7ijXn9HQTQpCR/gQACgPxaLffaSy1Hg1ZotnA+WPvAKCQGup33971QWHG4rNfc9841u54Y3ycCHNUKKdQKKcK9T10FZhgGWoMZta12UST8ahAIJ4PJAoPJgqoWHapadN2+HxeZBG4uUrgqWRMINxcZ3JQyuPJe8/e7KqVwkUmhkkugkkvgIpdAJZf2uTZShmHQYTSj3WBGh4HXBtnBfhX+YVsi63lih/9LodPhrZYj0EOJQHcXBLkrEejhgnAvFcKswkdDLY8EQVxi0P/1LkIWr8jkXr8zPw1KmQSFdVq8uzGXW184JAyDI7y6db07O7WTtfHcf76+cTDMFgZL/mTf844x0UgP8xQcn1nWzDmzPXdFMiJ81Bj+ykbBPb7+z0lUNusQ5aPG81ckC87/ckehg2vYvIEhWDQkDO9vyhO4uQHAo5Pj8c6GXMHasCgv/JtV3eX3qFFIz7sAkopF2PjImNM+iF7M1LXp8dAvGb19G+eE5XePQNBFlgUkEomgUUihUUhPG6LMMAzaDWY0aA1obDfwvhrRqDWgod2Ahjb2a6N1X2O7EWYLKwQ6jGaHX3ScKXKpGC4yvjCSQCWTQiETQy4RQyoRQSYRW/+IIJWw67bXMokYEpHdwAIA+LKKv262ACaLBUYzA5PZApOFgdFsgcnMwGhhv5osFuitlbR2oxkdBhMneNoN5nPiPOmmlFpNMBTwcWVnufxcFQh0d0GghxJB7i4IcFc6/GKKIAjiUodE0EVGaUM7lh8q57ZnpQWBYRg8+5e9Dc5HI8cTUxO6db1deXXYlW9vF3PWBnfPj4dQ12ZAvL8rHpwYKzhfbzLjkd+OwGRhMD0lAFcNDMGfh8tR2cz+ljghwBWtOiMXqvrewnTBEPbhkkb8b1224JoJAa54cXY/HCppdJgjmZTkD5OZQXZVK7cW6aNGXo1QKEX5qlHAqwK1ObF17Um81HKsfWAU/N0u3TBAhmEw6KUNvX0b54S356diQCfxf6khEom4ClOoV/fs9i0WBq06UycjCHa7VWdiTSGsa6063mu9ER0GCysqjGYuX8xWieqNltb/ilImhqvSboHO/yOwRlfLObc/b42cWgkJgiDOEhJBFxkT39rKvd7w8GiIRCKsyazEtpxabv3pmUnd6vHWGc1Y9IW9pUwmETm0wa3JrMTqo5WQiEV48+pUh3+Q39uYi5zqNvho5HhpdgpaOkx48Jcj3P435qVi7sds8Or/TUsQhKo2txtx74+HBS0fSpkY7y9MR7vBjCs/FuYBhXq5YNGQMNzUKccoyEOJnXl2wTMl2R//HLdXheQSscDkoacJ9nDBqvsug+clPlT80uoTvX0L54Q7xkRhTnpIb99Gn0QsFsFdJTtjIwg+DMNAb7Kw1RVetcVWaekwsFbkJjMDg9kCk5mt3hhsVRuzBUaLBUYTW7nh//+GEXSbCdfFYhFkYraCJJWIIBPbK01Ssa2yJIJCKoaLXAqVTNi65yKzV6tcZJLzPkdGEARxqUMi6CJiQ1Y1N1sxJs4XMX6uaNObBI5qQyO9cEVqULeu99q6k4Jto9n+EPD59YMAgKsw3TM2WiBgACCjtAmfbC0AwIaoeqnliHhiNbf/l9uHYfGKTBhMFoyJ8xXkAQHAU39mCrJ9AODZy5MR46fBZf/bLFiXS8R4dW5/XPOFcA5oZv9ArDpqd8Mbn+AnEECeKtlpnZHOJSGerADyUF3aAuhIaZPAvr2vMjTSC09OSzz9gUSPIRKJoJRJoJRJcGnX4giCIIgzgcz8LxIMJgtu/dZuXvDBonT266Y8wYDyc1ckd8u+tqhOi6922h9Sg3mzDpOS/DEpyR//W5fNucHdMz5GcL7OaMajv2XAbA08ndovEF9sL+D2T0z0w4HiRhwta4abUor/XdlfcF9/ZVQIxAsAzEgJxILBofh8e4GDOHr68iTc0Wl2aWpygOAa3mq5YLYoxNPlvAqgADcl/rqXBFBzu1FgitFXEYmAX+4Y3tu3QRAEQRDEWUAi6CLhzX/tVZvnLk+Cq1KG0oZ2fM4THtcOC+uWCxnDMBj7xhbBGl90vDArGfuLGvDj3hIAwNI5KU7b4HJr2Da4569IRoPWIGh/emhSHN7ZYDdLCHC3z8ZUNesE+UEAK8KWzk1Bbk0blq4RzgjN7B+I2hadYK4nNcQd644LneDqecYHAW7KbuWjnCs8VDKsuv+ySz5Xw2JhkPrC+t6+jXNC/stnlwVEEARBEETvQyLoIqC5w4hPt9rFzvXDIwAAr67Lhtna3+6mlOLhSfHduh4/Y6gzz8xMgpdajietoacLBodiaJS34JgTlS34dJutDS4FXmo5Brz4L7d/1X2X4f/+OAqjmcHERD/MSbfbYTMMg8f/OCoYbBaLgHcXpEEhFWPy20I77GAPF1wzNBzvbcrj1pQysYMT0qhYH8H2mdj3ngvWPjAKPhrFeX3PC5GrP919+oP6ANkvTqUZDoIgCILow5AIugh48OfD3Ovf7xwOsViEA0UNWM1rBXt4Uly3qhCtOqMgY8jP1f7gHuOnwQ0jIvDp1gLkWas8nechLBYGTy7PhNnCYGpyAKb2C8AfB8u4/ZOT/LEpuwbHylvg7iLD0jkpgja4H/aWCEwcAOC2UVEYFOGFR34TWimLRGzW0UJrwKqN6f0Csbewgduemx6M7bl13LZafn7dlNY/NBqB7heXdfLZ8Pm2Ahwobuzt2zgjnHWO7n9qItkNEwRBEEQfh0RQH6essR2bT7KiQSEVY1CEFywWBi+uspshxPlrcO2w8G5d77m/sgTbNa323I63rk5FaUM7PtjMVl2cucz9sLcYR0qboFFI8dwVyWjTmwTi5b7xsXjPmlf0wqxk+PEsoovqtHi5k2NYjJ8GD02Kw96CeoGoA4A7x0Tj0635grXJSf5YfthuER7q5eKwrTX892yO7vLbncMR5+963t7vQmVXfh1eXtO33OD8XBWd3MFYQevrShU9giAIgujrkAjq41z9ib29aO0DowCw7WwZZc3c+rOXJ0MqOf2PuqhOiz8O2as2fDOE64eHo3+IB15anQWDyYJRsT4OLnPVLTrOUe6xKfEIcFdi+rvbuf0/3TYMz/x1DCYLg8lJ/oLzGYatIPHDAyViEd6clwqGAeZ/Jqz29At2w+AIT0GGUYyfBgc7VRoqmuxtb9G+apQ2nL85oA8WpXc7kPZiprhei0Wf7z39gRcQCQGugl8AAMC3Nw8hQUsQBEEQFwkkgvowx8qbUWENHU0L9UCUrwYdBrMgXHRioh9Gxvh0dQkBV1rzemzwzRAenhSHzSdrsOFEDaRiEZ693NFl7oW/s9CqNyE11APXDgvH3oJ6lDS0AwASA91QWKfF4ZImqOUSvDCrn+D83w+WYXdBveB6d46JQmqoBx7i5QoBbCr8S7NTcPOyA4L11BAPgfnB3PRgbiYKAArqtDhf3DsuBjP7d8+K/GKmRWfEmNe39PZtnBHDorwEYbsAa/E+Os63l+6IIAiCIIhzDYmgPgrDMJj5/g5u25bb88X2AlQ226sfj09N6Nb1duTWCQSEnFc5emFWMlRyKZc3dNPICMT4aQTnb8upxepMNjR16Zx+EEFYvfnsuoF4dS3bDvXI5HiBG1xdm96hVSohwBX3T4jF3oJ6B5e3ByfG4pFfjwjWrkgNElSxJib6CdrgvNVyh9amnmJ8gh8enhR3ft7sAkZvMqP/c33LCW5cvC/2FDQI1m4aGdHtdlKCIAiCIPoGJIL6KBtO2PNu5g0Mga+rAo1aA+fKBgBXDwrpVvuOyWzBtV/a25W81XIYzGzoaoinCxYNCcNXOwtRWKeFj0aB+yfECs43mi14/m82NPX64eFIDnLHUp6oeWl2P7z9bw5adCYkB7nh+uHCB8qXVmWhiZfXIxIBr17Zv8s2uBhfDfJr7VWdxEA3rD0mnBfifz7x/q4CgdeT+GjkeHdB2iXvHGa2MIhfsq63b+OMGBfvy83X2Rge5Y1nL0/upTsiCIIgCKKnIBHUB2EYBrfxglGfu4J9SPtkaz6XlSOXivHgxO5VI77bUyzY5guG167sj3qtAe9bzQyemJYAV6XQDOGbXUXIr9XCSy3HgxPj0KA14Isd9qDVKF81lh8uh0gEvDwnRTCftDWnFn8eEVpyXzs0HGmh7PwRH6lYhBdm9cPtnUJRU4LdYDTbyzxzB9gtt91dZDhZLWxt6kl+uHWYw+dzqcEwDGKfWtPbt3FGDIn0chBAarkEP90+rJfuiCAIgiCInoREUB9kJU80PDo5DmqFFNUtOny9s4hbv2lEBII8Tm/L3Koz4vm/7WIj0kfNvZ6c5I8RMT54/Z+T0BrMSA/zwFxepg8A1Lbq8e4GViA9PiUe7i4yjH19M7d/3YOjsMQafHrN0DCkhXpw+3RGM5b8mSm4nq+rAo9NjUd+bRu+31Mi2Hf32GhOjNlYMDgUvx6wt8HN7B+I5YfsbXBy6fn7K750TgriA2hwfszrW2A5T62H54IYPw32FTY4rB97fkov3A1BEARBEOcDEkF9DIuFwYM8o4A7xkQDAN7flMu1sLkppbhrbHS3rvfm+hzBdiHPPGDJjCScqGzhZm2emZnk0Ob1+j/ZaNWbkBLsjnmDQnGgqAEtOrYaNTLGG9tyalFQq4WPRo7Hpgjnkz7dWuDg1vbMzCS4KqSY0ikUNcpXjTHxfoLf1kf7qgX5PwCwimejnRrqgdpODl89xfSUACwcEnpe3utCZv6nuzkzjL6ARiFFXk2bw3rOS9McjD8IgiAIgrh4IBHUx1jBG/Z/anoiZBIxSurbBVWTu8fFwEN1+mDUujY9lu0q4rajfe1VoJtGRiDMW4VX12aDYYAZ/QORHuYpOD+zrJmrwjx3RRLEIuAqnmX3a1el4v2NbKbQ41MT4O5ibxOraOrAx1vzBNcbHeeLmf0D8dvBMpg6lRKeuzzZwb1ueLS3wMHu9tFR3GuNQoqM0qbTfgbnAplEhFfm9r/kH5pv/Wa/IKS2L2BrH+Vz5JlJ57WCSBAEQRDE+Yf+pe9DWCyMIHj0xpERAIB3NtqrOQFuStw4IqJb13tqhbAVjW82cO+4GOzIrcPWnFrIJCI8PiVecCzDMHjF6vY2Ky0IA8O98MNeuxD7v6kJ+HRrPlr1JiQFuuHKASGC819Zmw2d0cJtyyVivDgrGS06Ex7//ajg2Bn9A5FZ3ixYm9k/UCD8xsT54jOeKYSn+vzN5Xx23SCBwLsUuf+nwwIzir6As5/Z1sfGdusXCARBEARB9G1IBPUhfudZQC+ZwVaBcqtbBTMwd4+LhlImOe21Shva8c/xam6bH4z6yKQ4eKrknMi5Zmg4wr3VgvO35tRiV3495BIxHp0cD4PJws3+AKxFtU0ULZmZCAmvjW5fYQP+zhCaIdx8WSTCvdV4/q/jgnWVXIIHJsTi9X9OcmvuLjIHu+vGdruZw9BIr/MWijp3QDDGJfidl/e6UHng58P4q9PP80InJdgdzR1Gwdpvdw53+HtOEARBEMTFCYmgPoLZwggqJLZqzzsb7EYB/m4KXD2oe3Mp9/54SLDNbyu7ZVQkVmaU43hFC1wVUgdLbLOFwatr2UDWG0aEI9RLhcW8qtI3Nw/B0jUnYLYwmJTkjxHRPoJzn+skdHw0ctwzLhrF9VpBtg/AZgItWXFMsHblgBCszrTP/tw9NhpHy+yVooyypu58BOeEZ2Ymnbf3uhC558dDAqOOvsD0lACHyuI789MwOMKrl+6IIAiCIIjzDYmgPsJvB0q518/MTIJUIkZeTatADNw1pntVoJzqVmTwRIO32t7+8+LsfpBJxHjrX7bF7q5x0fBSC9uDVhwuR3ZVK9yUUtwzLgYtOiN+P2ivUokAbD5ZC6lYhMXTEwXn/n6wFFmVLYK1RybHw1Upww1f7ROsR/moMTLGB/uK7HMmiYFuWJMpzAT6aEs+93pwhKegza4neXt+6iXdOnXj1/uw+mjl6Q+8gLhxRATWZArDd++fEIvZnVwPCYIgCIK4uCER1AewWBg8sdxeabGFjfIf/v1cFVgwJKxb17v7B3sVSCIWcblAHioZFgwOxe8Hy1Da0AEfjQI3jYgUnKszmvHmerY17R6rAcNt39gzizY+MoYLSr1+eITAcltnNAsqVwCQEOCKqweFYn9RA4rqha5i/zctATPe2yFYGx3ng6oWHbf9GG9WKdJHjf1Fjd36DP4r6WEemJ12aT44MwyDWR/swJZOuToXOo9MihMYgQDA1OQAPDype3laBEEQBEFcPJAI6gOsOWb/bfuzl7NVoNKGdsEs0J3drALlVrcKLIE9Vfbh8KdnJMHCMPhgE+vadvfYaLjIhdf8cW8JKpt1CHJX4oYREahr03OOYD4aObIqWpBd1QpXpRT3T4gRnPvd7mJUNusEa8/MTIIIwDyeqxwADInwcnDompLsj0+32s0PhkR6CWaFFOfR0ev5K5IvSTc4hmEw8tVNgkpiX+CZmUl481+hHXywhws+uW5gL90RQRAEQRC9CYmgPsC9Px7mXl83jK0CfbLVXgXy0SiwaGj3qkD8a8klYtS1sVUgT5UMs9KC8OuBMpQ3dcDfzfGaHQYzPra+773jY6GUSXA1T7ysvPcyvL2BfdC8bVSUoFWsRWfER1uElthj4nwxIsZH0NJn48npCbjp6/2CtRg/jWA73t8eTDomzhfZVa2n/wDOAVcOCEH/EI/z8l4XEhYLg8gn16Cik5C90Fk6JwUvrMpyWN/xf+N64W4IgiAIgrgQIBF0gbO3oJ57fffYaEglYlS36PDzfvuM0J1jorpVBSqobcPJartQcHORcq+fmpEEk4XBR5tZoXLPuBiHa/6wtxi1rXqEeLrgqoEhKGtsR4E1XDUp0A178utRUKuFh0qGm6z23Ta+2FaAxnahG9ejk+NhtjC476fDgvXLU4OQUy0UNPMGhuDDzXbhd/WgEHy3p5jbzq91DLzsKR6cGHv6gy4yDCYLohav6e3bOGP+d2WKwLTDRv7S6ZdkJY8gCIIgCBYSQRc48z/bw72+dzzbXvbF9gKYrWGinioZrhka3q1rPfDzEe61UiasAs1OC8Iv+0tR2axDoLsS8wcLXebaDSZ8bJ1Bum98DORSMa74YCe3f9nNg/HuRnbe547R0XBV2tvsalv1+GJHIQDA9tw5NTkAKSHu+INnqACwM0oPTozF//1hf3CVSURQdWrLM5rtHtlTkwNQ1nh+LLEXDA5FqJfqvLzXhUKrzoi4JWt7+zbOmKVzUgR/j2xkvTBFYNlOEARBEMSlB4mgCxh+NWRG/0Co5FI0ag2CUNLrh0c4zO04o6S+XWALzA+KfHJ6IiwMOJFzz7gYKKTCa363uxj1WgPCvFSYOyAElc0daLAaKgyP8samEzUoaWiHj0aOG0YIRdknW/PRbjBDIhaBYVgh9PDkOBjNFjz+hzAY9coBwdh4olqwds3QcHyz2171uX98DFbwrLQPFLMzSZ1niHqCe8bFnP6gi4iqZh1Snlvf27dxxjx/RbLTCtD+pyZCJZc6OYMgCIIgiEsJEkEXMLd8Y5+Jef6KZADAN7uL0G4wA2CNAGxOcafjmb/sWTtiEVDdogcAuCmlmJMejD+PlKOqRQd/NwXmDQoRnNthMOOzbawhwX3jYyCTiDH/U3uF6t2FaXjfaqZw55howUNmg9aAH3miDQBmpwUjzt8VP+8TrkvFItw1NgZL12Rza65KqYO4KW6wu8jNTQ9GXZsBMokIJnPPWmNfOSDkkqoCHStvxrBXNvb2bZwxT01PxLOdsqgA1rnQ11XRC3dEEARBEMSFRo+JoJdffhkjRoyASqWCh4eH02NKSkowY8YMqFQq+Pn54bHHHoPJZOqpW+pTVDR1oLSBbfHqF+wGH40CepMZ3/PmYK4aGAJvzekf6mpadQI742hfu8HA41MTIBGJOKOFWy6LdKgC/XawFPVaA0I8XTAnPRi1rXqUWIVISrA7NmfXoLypA36uClw7TCjKvt5ZiA4jWwUyWxiIRcADE2JhNFvw9Erhg+pVA0OwPVdou7xwSBgnwADgoYlxgnDOXfnszBTDABYGPUrnOaeLmbWZlZj5/o7TH3iBcf+EWLxstWjn89udwwV/7wmCIAiCuLTpMRFkMBgwb9483HXXXU73m81mzJgxAwaDAbt27cI333yDZcuW4ZlnnumpW+pT8Ft53l84AADw15EKbo4HYAVLd/hwk9CVLZdnkX3VwBD8e6IaBbVauCmlWNgpa8hotnC21LePjoJUIsZNy+yhpl/eMIjbf9sooUFDi87I5bJIrMNAM/sHIcJHjb94QgZgq0B3j43BMzxh5CKToPPkRkWTffbn2mFhqGrRsVWgHlZAgyM80S/YvUff40LhpVVZuIuXJdVXuHFEBH7qVF0EgA8XDcDgCK9euCOCIAiCIC5UekwEPf/883jooYeQkpLidP/69euRlZWF77//HmlpaZg2bRpefPFFfPjhhzAYDE7PuVToMJi5yo1cKkakjxoMw+CrnUXcMZOT/BHVjd9sdxjMgnma/iH2B/mHJsZBIRVzoavXD48QGBoAwOqjlShv6oC3Wo55A0PR3GHEsfIWAEC4twqHShpRUGcVUJ0stb/bXYxWnQlyqRgGa6vanWOiwTAMHvktQ3Ds3AHB2MNzwgOABUNC8SmvCnT/hFj8csDuimf7jM7HjEd3Lcj7MhYLg1GvbeJMLPoSM/sH4nBJI2pb9YL1p6YnYkb/wF66K4IgCIIgLlR6bSZo9+7dSElJgb+/P7c2ZcoUtLS04Phxx35+G3q9Hi0tLYI/Fxv8VPvvbxkKANhdUI8Tlfbv9Y4xUd261g97iwXbR3khl9cPD8eeggZklDZBIRXjxk7tXgzDcG1yN41kDRj4FaqfbhvGmSncMCICGoVdjHQYzPjK+jAtszpxjY33RVKQm6A1z8bto6MEJglSsQh+rkrBMXKJvS50zdAwlDV2QKOQ9vgskEQswpTkgB59j95GqzchavEargWzLzE00gtGs8UhwPW6YeG4bXT3/jshCIIgCOLSotdEUFVVlUAAAeC2q6qqujzvlVdegbu7O/cnNDS0y2P7IgzD4H/r7MYAgyM8AQBf7Sji1tLDPDAw/PTtPRYLg5dW2+cj0kI9uNc3DA+Hp1qOL7azlZarB4XCp9N80ZacWmRXtUItl+C6YREwmi1YfdQebFpUp0VGWTOUMjFuHBEhOPf3Q2Wo1xrgIpNAZ2JFyl1jogEANy0ThqBOSPATtPkBwPzBoYLPYeGQULyxPofbtrX0ucgl0FqNInqKWalBF7WjWFGdFsnP/tPbt3FWRPmokRjohn+OCx0FR8Z448XZ/XrprgiCIAiCuNA5IxH0xBNPQCQSnfJPdnb26S/0H3jyySfR3NzM/SktLT39SX2IvYUN3OsnpyVAJBKhqE6LDTzb6JtHdm8W6N9OVtNHSpu417eOikJRnRabTtaw13QyX2Sr5CwcEgZ3lQyfb7e3pi2/ewS+2snunzcwVGDQwDAMlln3Sa2GCAPCPDAk0guHSxod3uf20VG47su9grUYP2GrH1/0XTssDPsKGyARi6A39qwAAoCp/S7eKtDqo5UY+8aW3r6Ns8JVIcW8QaGCyikA+Loq8MOtw3rnpgiCIAiC6BOc0a+3H3nkEdx4442nPCYqqnvtJwEBAdi3b59grbq6mtvXFQqFAgrFxWtzewuvSnL98AgAwvY4H42i261Zd3x3kHudEOCK7Co2d2hqcgBCvVR44e8sMAwwLt4XkT5qwbl5Na3YnlsHkYhtdWMYBq+tO8nt91bLsTGbFVCdXdN25NUhv1YLucQ+C3TrqCiIRCK8sCpLcGxqqAcC3V0E4aej43wFA+79gt3wKG+GSG9kr+nnqkBls65bn8V/YWSMT4+/x/mGYRjc+s0B7mfYF3nm8iQ89vtRh/V9iyf0wt0QBEEQBNGXOCMR5OvrC19f33PyxsOHD8fLL7+Mmpoa+Pn5AQD+/fdfuLm5ISkp6Zy8R1+jqlnHtXaNjPFmW730Jvx+sIw7ZuGQ0G6FgvKDVgGgqsUuFq4fEQ6t3oTfrCYDN3RqZQOAb3axs0QTE/0R6qXCZt7D8hvzUvHNrmIwDDvn09mgYZnVwEGtkKCx3YgANyUmJfmjrk2PwyVNgmNvHhnhEGo5OckfS/605xo9MCEOt317AAAwKtYHf2WwznLdCYn9r4yM8YZacXG1wrXpTejXR9vfbHxx/SDcav07wSd/6XSIRJ09BQmCIAiCIIT02ExQSUkJjhw5gpKSEpjNZhw5cgRHjhxBWxs7yzF58mQkJSXhuuuuQ0ZGBv755x8sWbIE99xzz0Vd6TkVr661z++8PJt11fs7owJtejY7SSSCg4V1V7zFm59xd5Ghqd0IAAjxdMHwKG8sP1SGVr0JUT5qjI4VCtsWnRF/HGKF101WgcSf45mS7M8JqM6zQPwWO9vD6KKhYZBJxPimU9uSt1qO8Ql+2JFXx61F+qhRygtDBdjMGhuDwr2gN1kQ4umC6vNQBbrYrJUzSpv6vAD68dahTgVQ9otTIRGTACIIgiAI4vT0mAh65plnkJ6ejmeffRZtbW1IT09Heno6DhxgH14kEglWrVoFiUSC4cOH49prr8X111+PF154oadu6YLGYLLgT152ToS1PY3fFjYp0R9BHi6nvZZWb8K643ZziQheq9sdo6PAMPYWuxtGREDc6cHxtwNlaDeYEeevwfBob4Ht8Nz0YPx5uLxLAfXN7iIwDDuX0aA1QCYRYcGQUJgtDN7vlFc0b1Ao1mZWdVoLEdhiP3t5EpYfLue2d+SxznIusp43RADYdr2LhZdXZ2HWhzt7+zb+E8vvHoFFX+x1WD/09CRBRhVBEARBEMSp6LE+n2XLlmHZsmWnPCY8PBxr1qzpqVvoU6w9Zq92fHrdQADAsfJmge3vdcPDu3Wt5YfKBNsZPEOEOQNCsKegHvm1WmgUUlw5MERwLMMw+H4P2wp3w4gIiEQiPLncPnfxzOVJWPDZHgDAtcPCBQJKZzTjD2vrni0cdVq/QPi5KrEhS2jSAACLhoRh9OubuW2xCPBUyQXHBPNE3/9NTcD/1mVDJALMTM+Go9pIuQgCUlt1RqQ8t763b+M/s/r+yzDjvR0O61sfGwsvtdzJGQRBEARBEM7pNYtsQsgDPx/hXk9MZK3Cf95vrwJF+qgxMvr0A/oMw+DplfacpWFR9nau64eHQ6OQ4uf9bCvbrLQgQbYPwLrTFdZpoZZLMDstGGYLgw0n7PNAxfXtyK5qhVwqxtwBwYJz12dVo0VngodKhsZ21vLaJtxeWi00RBgd5wsGQiEzKclfMP+UGuohMFJoN7BtgUmBbiiq0572s/ivaBRSePfxh+udeXUXhQD696HRTgXQirtHINxb7eQMgiAIgiCIriERdAFQzTMtmNE/EBKxCO0GE/48bG+Pu2ZomEPbmjP4NtgAsKfAbrl97bBwNLUbuFa5+YMdM5Z+sQqkK9KCoFZI8XeG/R5+vG0oJ6Cm9wuAR6eqjW1OSC2XQm+yINJHjUHhnmjQGlBUL5zzmT8oFO9syBWsTesXiIPFdgvt+8fHoKyRDe+M8lVjjXU2SKOQwnIeCkEhni59dsjebGGw4LPduMZJ61hfY8ujYzHp7W0O659dNxDpYZ69cEcEQRAEQfR1SARdAHy42T4r839TEgAAqzIqOUMEiViE2enBTs/tzLsb7cIi1MveSpYS7I44f1f8ebgcBpMFiYFuDq1eze1GTmjMH8waMDz4yxFuf2qIB/46Ui7Yb6O8qUNgcAAAVw4Ihkgkwp+8mR6AzXeZkOiHFbx1H40cuk6ZPzqrFTYA3D4qCvm1WsgkbO7Q+cBb0zerQPm1bYhevEYggPsqO/5vnNMco6VzUjC5m1bxBEEQBEEQnbm4vH/7IAzD4Nvdxdx2mLcKAPAjzxBhfIIffDSnd8zTGc3YcrKW2w50d0FpA1tJWTgkDAzDcJWcBYNDHaocKzPKoTdZkBDgitQQdzRbHeUA4MoBIVidWQmtwYwIb5WgzQ4Alh8sA8MAYV4qlDS0QyRi548AOGQDTe0XgNzqNsHatH6BAkOEGSmBeGal3Sa7wdpelxLsjoyyptN+FucChbRvDdpbLAyeXJ6JXw5cHAHCu58cj+GvbHJYf2hiHBYN7Z5LIkEQBEEQhDOoEtTLHOC1fz1/RTIANqiU39Z2VSfzgq7457jQaW1fob0SMDM1EEfLmrl5ntlpjpUlWyvcfKtAenuD3Wb7yekJWGmtAs0bJBRQDMPgd6sZg9Tasjc8yhvBHi7IrxWKHQCYnR6MdzfmCNZGxvigkDfnc82wMNRrWeET46fhjBXcXWSCYNWeRNqH7JbzaloRtXjNRSOA9i6egClOWuAWDgnDAxNje+GOCIIgCIK4mCAR1Ms8zku8t4kd/iyQl1qOcfF+3boW31xhcIR9VmJ2WhDclDLOdGBavwC4q2SCc3OqW3G8ogUyiYgTSMt4uT5mC4Nd+fUAgCtSgwTnHi1rRnF9O1xkEnRYW9rmWqtAKw4JW+H8XBUYGuklMFvw0Sigtbb+2ZCK7X817xkXzYlCW0Dq+ciDaet0TxciJrMFd3x3ABPfchQMfZV9iydg/qe70aITfv5j4nzxytyUXrorgiAIgiAuJqgdrhfR6k1c9SPCWwW1QgqGYfDnEbtwuCI1CHLp6bUq31wBACqa7NtXDwqF0WzBauu8j02g8PnLmlE0Js4Pnmo58mpauX0vzErG3xkVYBhgULgnQr1UgnNtc0ShXi7IqW6DXCrG1H7svMYHm4XZQNNTApFV2SJYm9rPH8sP213hhkd546Mt9vOkYjEsDBDtq0ZBLft5nY/ZoPo2Q49e/7+yPbcW1325r7dv45yy58kJuOP7gw5GGtG+anxz85BeuiuCIAiCIC42qBLUi6zkhaP+78r+AICDxY2cIxrQ/VY4WysbwLaMlTd1cK+HRXljR14dGrQGeKvlGBntLTiXYRiszGCF16w0tsrzDM9me/7gUO5ebfv5566xZhyJrS1yo2N9oFFIUdogfJAFWBtsfgAsAIyN88POvHpu+7rh4YLZJptjXEKgG7KrWHEmE/f8X93COi1MZsvpDzzPNGgNiHhi9UUngHY/OR5PrcjE4ZImwbpcIsbGR8b2yj0RBEEQBHFxQiKoF1m8IpN7PSSSNRrgO6YlBLgiOcjttNdhGAZv/WufseG3wi2yWmv/bRUxM/sHQioR/tgPlzahtKEDKrmEyyiytb6JREBlkw6Z5c2QikWY0V8ogo5XtKC0oQMuMgkMJlYw2Fy7bBUiG65KKYZEeuGnfXbBppCKIetU6eofYnetu310FHZb78VFxrbCeanlaD0PrWoGs8WhatWbGEwW/N/vRzHgxX97+1bOObueGI831+dgY3aNw76TL03thTsiCIIgCOJihkRQL8F3Xpuc5A+RSASDyYJVR+3CYU56cLdyanI6Oa3xs3Zm9g9Eh8HMmSZc4cQQYaVVeE1JDoCLXIKcansr3Dvz07hcoeHR3vDqFB5qa7GL9lOjoE4LiVjECalX1mYLjh0X74fmDqNgbXi0Nw7x7hcAsirswmNCgh9yrK15CqtYUnSjPfBcsTm79vQH9TAMw+DHvSWIW7L2ojE+4LP98XFYtqtIEJRrI3/p9D6b1UQQBEEQxIULiaBewuamBgAPTowDAGw5WSMQCTP6B3bvWgftD8aB7ko0WgVWkLsSSYFu2JhdDa3BjBBPFwwI8xCca7EwWHPMKpCshgfP/21vhZvWL5ATUM5yWdZZz5VY29OGRnrBSy0XiDwbE5P8semE8Df9Y+J8BXbgN42MEBoyMAwYhv1eqprZOSel7PxZV/96oPS85RI5Y3N2DSKfXCOoGl5MbHl0LP7KqMBnPHt0G9kvTj0vBhgEQRAEQVx6kAjqJV7kZeckBroCEM4IpYZ6IMRT5XCeMz7fXsi97scLQL1qYAhEIhFWW6tLV6QGOfxW/XBpE2pb9XBVSDEyxgcABPM5je0GbkZjcpK/4Nziei0K67SQikVgGEZwzO4CYXCqSMTOCn22XfiwOzjCC7Wtem57dJwv14oHAMfKmwEAKSHuOGFtTTuflaDypg4sP+RYoehJGIbB5pM1iHhiNW5atv+8vvfZcLZW4hsfGYPNJ2vw+j8nHfYdfW7yeRW7BEEQBEFcWpA7XC9Q12Z/6J+VxgqTDoMZG7OrufWZKd2rAvFb1wBgW469fevy1CDojGZsta5N6+d4zfVZbCVnXIIf5FKxwMzgratTsd6az5Me5gF/N6XT90oOcsOJSvY+Rsf5AgD+zhDOAyUGuMFDJUdejb11z1Mlc7DGTg/14F5PSvJHtvW6sX6u+Od4NXqD/63Lxpg4X/h1+v7PNRYLg1WZlbj/p8M9+j7nErlUzM2CnQnrHxqN/YUNeP7vLId9+xZPgJtS5uQsgiAIgiCIcwNVgnoBvpPbPeNiAADbcmuhM9ofJqelOLaeOeM33oxInL8GeusDaZSPGrH+rtiZV4d2gxmB7kr0CxaaLDAMg/VWYTE5ma3g8K2pp6cEYuMJ6/4kx/vZmsNWe5QyCQxmC4I9XBDpowZgnxWyMTzaGzWdbLwHhnsi01rpsVHHs6W+PDUIBXU2S2z2r6qrUnpWD93/hbo2A+78/mCP5Qa16Ix4Ze0JRC1e06cEEN8M40xY9+AoZFW04Inlji1+mx4Z0+NikyAIgiAIgipBvQC//SfOn22F+8c6WwMAaWfZChfn78qZJMy0zvdwIsdqvsAnr6YNhXVayCVijLFWcPjObQCwp4BtTRsb7ytYN5gs2J3PiiDb3MbIGG+IRCLOnpvPiGhv7C1sEKwNDPfCPt7aiGhvHK+wi6J+QW4oqGW/H6mEfY9wbxWK6hytt3uaQyVNWPT5Hnx0zYBu/2xOhcXCYHdBPa75Yu85uLvzj0YhPStRuPaBUSis1eLBX4447Ft5z0hE+WrOwd0RBEEQBEGcGhJB55maVns1ZP6gUACA0WzBhhO8VrhuGiLk1wpd4TLKmrjXExP9YLYw3HWdmRrYWt1GxnjDVSlsTbtxRAQOFDVCZ7TAz1WBhABXwbkHixuhNZjho5GjQctWby6LZYXS3oJ6wbEiETA40gsPdKpyDAjzwP/W2R3kxsT5YhdvHkmjlKJFx96TWs7Oh3i4yNGmZ2eDXBXS82KVbeNoWTMu+99mPDEtAdcPD4dKfmb/+RjNFuwvbMD9Px8WVLz6Gmf7ua99YBQqmztw1w+HHPZ9f8tQpPJaIQmCIAiCIHoSEkHnmb945ge3jY4CwFZbbA/7ADCtm/NA/2bZhZO/mwKlDWwFRi2XoF+QOw6WNKJea4CbNZ+nM7aZnvEJfgCEuT63jY7CN1aXtlGxvg5VJFsVKCnInbuOLYSVb6wAADG+GrgpZdh8Umg33fm3/nH+rgJnuEYt6zDnqZJBazADEDrDSSS94xz26tpsvLo2GzP6B2JSoj/SwzwQ5OHCtezZqG/TY8OJany2rQD5tdpeuddzjeYsBdCa+0ehvs2Am5cdcNj3ybUDcFmsz7m4PYIgCIIgiG5BIug889LqE9zrGD9WBKzjtcL1C3ZDsIdLt671Ki+HZ1CEl90FLi0YYrEIm6zBk+MS/Bwe0Nv0JhwqYfN5bGYGr/Ha9II9XDhxMzrO8QH1oPVcuVWIRPuq4a1RAAD+6OSmlhLszrnH8a/f2C6shkT4qFHZbK+U2QwkfDQKrtqkVrAiSCYRQdzL+TGrj1Zyn/nFjkQsgkQsOqsWuDX3j0Krzohrv3Rs/Xvtqv6Y6sSwgyAIgiAIoichY4TziM5o5l6PjGGrJhYLw7WlAcD4eL9uXatVJ8zhqeaJh4mJ7DW257IipvM8DwDsya+H0cwgzEuFcG/WzMBmVR3gpkSj1oDsqlbrvQpFkMlswRGrbbatQpQW6gkA0JvM6ExKiLtA3ACsiUNhnbA6whd/SYFuAhFkG8C3zR9JxeLzapV9KePrqgDDMGdlgrD2gVHQmcyY/9keh31Pz0zC1daWUIIgCIIgiPMJPUWeR7bn2rNzbK5wtpweG+MT/R3Oc8YO3rUUUjEOFDdy2yNjfFDfpsex8hZu2/FeWIE0ytqGxLftfmhSLHe9aF81fKwVHhsnq1uhNZjhqpCi3cBWBtKsIaw2S2s+KcHuyK5qEazFBbiiuF4ogvh5MwmBrtDqWUGlVkhhsrAP4CrrbJDBbKEcmfNAhLcKta16nE1e7D8PjobZwmDuR7sc9t0/IRa3XBZ5Du6QIAiCIAjizCERdB55c7293WxwBDujs/VkDbfmo5GjPy/s9FR8t6eYez0h0V49GhfvC6VMgp3WwNGEAFf4uTpaDtsEma0Vjh/UOjU5EPuLWNc2Z7NEh6wCKTXUA0fLWDc3W75PVmWLw/EJgW7IrRaaOIR5qVDWaHeR81DJ0Mqbi4r21cBoZoWPQiqG2foUbjMjMFsYeKrYLBnJWYZ1Eqcmxk+Dovqzc+Lb8PBoAMDM93c47LtxRAQenhT3n+6NIAiCIAjiv0Ai6DxhsTBce5mbUsrN6GzlhZuOjfeDuBsP9BYLg135dvMBpdReEbFVfbZz8zyOrXA1LToU1GkhEgHDoti2vHc25HD73VUyzrraJtb4HLK2wnmp5WjVmaCQihFvdY87WSWsBPm5KqBRSAVW2AAQ5OGCYt4Ddr8gd8GMkJdazrVfyaViTvyIRSLYPiJbJUijoNG2c02Mn0YQbHsmbHpkDEQiEaa8s81h36y0IDx3RfJ/vT2CIAiCIIj/BImg88QxXv7NkhlJAIAGrQFHeWGhNpe205FTIxQa+4r4WTs+YBiGq/SMcuK6ZWt1Swhwg7sLW02xVWGCPVygM5pxzHpfzkRQVgVb7bHN5MQHuHKibmN2teDYCGt46u5OttnBHi4o4rXDhXi6QGuwV4KkYhEnCM0WhhM6OqOZq2zJre+vlNFf43PJfxFAWx4dC6lYjAlvbnXYNyrWB+8uSP+vt0cQBEEQBPGfoafH88S3u+3ta5OT2bmfHXl1sJmmScUip4LFGfwsnUgfNddWJpeKkRDgiuL6dlS16CCXiJ2KGFur2+AI1sygnSc+bhoZgeyqVpgsDHw0coR4Cp3qDCYLl08ktQqfGJ7Vtc2m20aEt8r6HkLDhEB3paAS5OYiA99ATioRcfM/7QYT3FxYEdTYbkCgByuCbAJOKhaDOuLODZE+6rMWQNsfHweJWITRr2922Jcc5Ibvbhn6X2+PIAiCIAjinEAi6Dzx+0G7bbSHSg4A2MrLzRkU4QlXpaxb1/pyRyH3Op0XMDk5yR9isYir9KSEuDs1DzhQ1Gh9Ty/BNgBMSQ5AprUKlBzk7pAPlF/bBpOFgavSbooQbbX6duYMZ3Oe4yMRixxa2GQSESydbLRtIkirNyPEkxVTpQ3tiPdnW++kYvavb2VzB2L92DUSQ2dHoLsSge5KB8e+7rLj/8ZBJAJGveYogALdlVh9/6j/eosEQRAEQRDnDBJB5wEtL1tl3sAQALC2rNlF0Mjo7lWBLBYG5U32aovebLctts0DHbBWegZZKz2d78VmXmCrBP2w116lCvF0wXGrCOoX7OZwvm3mJzHAjasI2fKOqpv1Dsf7uzmaMmgUUgdxZRM0Ntr0ZnirWVe62jY9wrxYEVTS0I5+VvOImlYdYv00sDCAypofJCfb7DNmSKQX2vQmBxvz7rL7yfEQiUS47H+OAkgmEWHXE+P/6y0SBEEQBEGcU+iJ8Tywt9DevjZ/MJuLkl3VihqeNfbwaO9uXetEJ6vp/TzDAZvJga0SNCjcsRUus7wZZguDIHclAt3ZVrd/jtvneEQiETe/1C/I0anOVimI8lWjoJZ9HW1th6tpdXyI9tbIBflIAOCqdDQy6FwdatOZEGxtxStrbEekjxpiEVDXZuBa9A4UNXLCTy5hc4N0Rgt8NHKH6xPOmZzkj8MljQJnvjNh/1MTAQAjX93kdH/OS9McBC9BEARBEERvQyLoPPDVjiLudf8QDwDAzjx7zo+LTMKtn47dPFe41BB3TkjJpWJEeKvQqDVwMx0Dwx0rQcetpgb9nFhxDwz3hNnCIMdqZ50Y6FgJKmlg53g0Cik352Or0vDzjmx4q+Vo6RTsamtz46MzmuHmYm8HbNDqEeShhEgE6IwWaA0mxAew99NhMCPATYkOoxmB7myl6UBxI2+mSgSZhB68T8fU5ACsz6qG0XwWIUAADj89CWYLg+GvOBdABUunkwAiCIIgCOKChETQeWAHT/DY2rX28io4gyI8u93G9cv+Uu51Mk/IjIrxgUgkwkFeyKmX2rEiYm91Y8/lV2muSA1CeWMHDCYL5BIxQq3iho9NBNnu10cj517XOBFBXmo59EaLYI1x8szdpjfBjTcTlVneDIVUgiiru9yx8mYMDPcAwDrNTUxinfSOVbRgcAQr3pQyCZQyMera9Ij0cZxFIuyMjvPFuuNVZ31+xrOTYTBbMOyVjU735708rVt27wRBEARBEL0BiaAepr7NLgxuGxUJgJ3rOcCzte5uKxzDMMjlOXfxHzEHWKs+NsvttFDHKhBgrwQlB7FVFX6I6cgYH+TXsdsRPiqnIaQ2EWSzxA5wt8/88L9XG84yfGzBp3xadSaBENxTwH4+qVbjhyOlzZyF+LpjVZg/KMz6uhKLhrKv1x+vxpx0duaqrLGDE1CEHblEjAFhHtjGy6c6U7JemAK90YyhS50LoNyXp3HOgQRBEARBEBci9KTSw/CrQFekBgNgHdYa2+0tYsOjuieCqlqEMzc2gwPA7hKXVdG1qYHOaEae1czAVgnacMI+DxThrXKY8+FjtjCc0BFb25wCeMYHOpPF4RypRIzOHVFmaykokCegqqxD+fx5HrOFwYAwVsztzq/DyBgfuCqkqGnVo01vQnqYB4xmBpllLbgsxgcGswW51a0YFO6JdoMZLTojQr2EFt+XMiOivRHureLCbs+Gky9NRZvehCFdCKCTL03lBDJBEARBEMSFCj2t9DCfbSvgXidZqy/8cFO1XIIUJ/M5zjjCe3j1d1PgMG87lRNBtkqP4zVzq9tgtjDwVsvh58o6r607Zm+JkkrEKLRWgpy1kzVoDbAwgEgE2J5zbXbfADur0xmpWOQwF6LVs8fZXOUAe5jshAR/bu1kVStX/TlY3Ig2nQkzU4MAAF/vLMTDk+IAAN/tKcJto6OgkktwoLgRMX4aRHirUNdmgFZvptY4ANcPD0dOdZugktiZ03Wv5b08DS0dJgx52bkAyn5xKhRSx3kvgiAIgiCICw0SQT2Mrf0MANdexnd0Sw/z7Hbr0M58e1VpTJwv9zrOXwO1QopGrQEV1opKYqCrw/kFVoET7avhhMnJ6lbBMZVN7Pm2XB4+ddYqkJdKDq1V8PCd3jobIABs25yqU1ZRY7sBFgsjqDa16kwwmi1ID/Pg1g6WNCLIwwX9gt1gYYA1x6pw88gIAMC/J6rh76bEqFgfGM0M3tmQg+euSAYA/Ly/FGPj/RDpo0aD1oDK5g5EeKsgv0QrFHeOicbP+0u5n19nxCJWjDvpUuQoWDodTR1GDH55g9P9J16Y6jSTiiAIgiAI4kLk0nwqPE+08kSBbR4IAPbzwknTeGGnp+PHvSXcaz9XeytZktXFzSa4IrxVToNXba1uziojtjVbVgy/Vc1Gg9YAgDU7aOlgvze+mUFnAwQAMJotAtc3gG1za+owItxbKLRyq9sE2Ub/ZrGterY5n+93FyPGT4OpyQFgGODFVVl49cr+cFVKcbikCVkVLXhoIlsdWrarCAPDPTEkwgs6owVF9e2QS8VOZ5QuZq4ZGoZPtubD4KRVEQAUUjE8eaLWGYWvTEdjuwGDXnIugI4/PwUuThz/CIIgCIIgLlRIBPUgGaXN3OtJSQEAgPKmDkHYaWo3RZDFwgh+U9/GC2BNsIqgE9YZIVvbXWcKeBk/nbGZM1Q2s/cW4EQE2UJfNUop1/rGt7t25nCn1ZucGixUt+gcxNihkkZBdWhbTi1adUZcNTAELjIJTla3YltuHRZPT4RcKsb23DrsyqvD/67sD4AVPgDw6GRWCP1+sAwdRjPmDwqFq0KKNr1J8LldzCQGumFioj9+4AnnzrgppfBQyVBvFbfOKHxlOuraDBjYhQDKfG4y1JeYsCQIgiAIou9DIqgHWZ1Zwb22zf0c6TSU3t1KUGlju2D7ZJW9jS0hgG19s4mcGD/HVjgAKLCaIkRZhQZfEIyI9obOaOYMG5xVgjqsdtouMglnbsAXOM7yf2zzP53Jq2lz+N4PFTdCJBJxbm8AsDazCu4uMiwcwq69suYEgj1d8MCEWADA0yuPIcpXjSUzEgEAb2/IQUWzDm/PT4WbUorM8mb8erAU6eGeGB7lDW8ntuEXG4uGhkEiFppedMbfTQFXpQzVLc5b5ACg6NUZqG3Vd9kCl/HMZKcVR4IgCIIgiAsdEkE9yE/77Jk+tnYhmwEAAAR7uMDXalBwOviix1Mlw5HSJm7b1g7HiZwujABs9tYR1ja0Gp7bXLy/K5qsAkgiFsHdxfHhll/9sdlc80WQs5kQ25xQZ1GVW90KD5VcEGq69lgVzBYGM/sHcmsfbskDwzC4b3wM3JRSZFe14tvdRbhrTDRGxfpAZ7Tgui/3YUKiP56ZmQSRiG0b/GRLAV6fl4oZ/QPBMGxVaXdBPVzkEoR4sp/7xRhj89T0RGzIqsax8pYuj7H9/PkVST7BHi4oenUGqpp1XbrAHXp6EtxVJIAIgiAIguibkAjqIRheIijf/e1YuV0Enck8UDZPBF0W68tVZdRyCSekCuu6nvnR6k1o1bGVH1urG99y20ej4ASLm1Lq4OgGsPM9AGt2YPvu+EfxTRJs1FqH8Scm+gvWT1i/nysHhHBrHUYz9hU2YGikNyfCiuvbseVkLTzVcjw6JR4A8MrabJysbsX7C9OREOCK2lY95n+6G+lhHvji+kHwVstxsroVd3x3ECazBS/MSsbcAcFwkUlQ1tiBssYO1LbqT2kE0Bd59vIkvLH+pNPQWhsJAa5o0Zm6rAANjfTCzifGo7ypo8sg1ANLJjoN4iUIgiAIgugrkAjqIWyCBGCH0wFWGJ2tCLKZBAD29jeAtcIWiURo05u4h98IJyLIJnjUcgnXwpTHs0t2d5HZzQ6cVIEAQGwtnVgYBgrr/I+eN3DPfzC2VXjKG9lqQ0qI0LL7YHEjLBYGk5OF4mjlkXJIxCLO/hoAnv3rOAwmC64bFo7xCX4wmCy49ZsD0Bkt+P7WoYj3d0VNqx7zP92Dglot1j4wCnMHBEMkAv45Xo1nVh7H4ZImzEoLwlUDQzA+wQ8pwe5wuUjczEbF+uCO0VF4/u8swc+jM+lhHihtaOcMLjpz5YAQ/HLHcJQ2tGPkq5ucHrN38QT4aLpXvSQIgiAIgrhQIRHUQxzgOcANjvQCAFQ06wQhqf26mQ8EAJk88STl9XGFWVubiqyiy0cjd9rKVm11feMbHuTw7LHFYhGvEtSFCLJWh8wWcAKinecq5s17OLZVkmyzTP065RY1aA3IqWnFyBgfwfrP+0vRoDVg3qAQzmihpKEdn23Lh0gkwhvzUhHpo0Z5Uweu/XIvjGYL/rh7BKYk+8NgtuDlNSdw/Vf7MCnRH/88OBpXDQyBSi5BYZ0WP+8vxe8Hy7ApuwZ5NW3wcZUjyF0JNycVrL7Ck9MSIBaJ8Ckvj6ozUrEIw6O8cay8uUsXuAcnxuLNq1NRXK/FqNc2Oz1m1xPj4e/mOCtGEARBEATR1yAR1EP8eaScex3pzVZmMsuaBcfEBzg3MOiMySz87T7/N/m2+Y4ya8XFWb4PYK8E8UUQv1oFADqrxXVXFRIJJ4IsnAmCrS0PAII97NdWWDN5bLNMzr7XDVnVUEgluGpgiGD9u93FUMmleHl2P27tjfU52FtQDy+1HN/dMgSB7krk1bThig924mRVKz65diBeu7I/PFQyZFe14q4fDuHWbw4gwE2Jr28cjHcXpGHhkDDE+GkgFYvQYTSjtKEDFc06tOj6pmPcuwvS8MPeEmzNqe3yGDelFCNjfLC7oB5Gs/P+v9ev6o8HJ8ahoLYNY17f4vSYXU+MR5CHy7m4bYIgCIIgiF6HRFAPsSu/nnttayM7zjNF8HVVdHuuoqJJJ9guqreLlzCrwKq2iZwuflNf38YKJ34rk23NhsmJ2QEfmxWy1mCGh4q9d6Egs7fh2UaKsqzZRRKxyMGwYXVmFQDgxhERgvVPtuajtlWPKweEYFC4PTfotm8PIL+2DSGeKvx6x3BuHmjeJ7vw8uoTmNE/EJseGYv7xsfA3UWGkoZ2fLA5D/M/24Mnl2civ7YN6aEeuHNMNK4dFoa56cEYn+CHwRGe6B/ijiB3JVwVUqcudxcS/m4KvDo3BU/8kcmZXTgj1MsFaWGepxRJ3948BPMGhSKvpg3j39zq9Jg9T04gAUQQBEEQxEVF3+0D6iPw535sYaYA68bWXTrbYxfV2bfDvdjKT7WTSg+fVietbk281jyAzSICuhZBbi7sX5eWDiPXFlXNM1fgi7oWnQliEVDTqkd5UweCPVxw++goPLE8kzvmRGULjpU3o1+wO9LDPHDYah/eYTTjlTUn8Nb8NLyzIA3j39wKg8mCFp0JCz7bg19uH4YoXw1+v2sEnlqRiZVHKvDFjkL8cagMN4+MxA0jInDnmGhsOFGN1UcrsSu/Hm16E/YVNmBfYYPT780Zvq4KmMwWtOlNsDDgHPFs2KzCuwoi7QkemBALndEs+BydkRbqAZVcgm2nEECr778MyUHuyKluxeS3tzk9Zu/iCdQCRxAEQRDERQeJoB6glufOxbd7zq+1GxHEnYEIKuOJoMtifLArv47bDrOKIFu7m5+b86F1W8sX38Gtsd15JUjchQiyzRo1dxjhZ3Wkq+G5jIlEIiQFuiHLGtoa5qVCUX07dufX46qBIZiY5A90enj/ZlcRXp+XimcvT8bsD3dy68sPl2NSkj+mpQTi8+sH4Yav9gFgP9srPtiJ9xamYXyCP95dkI7ZacF4/u/jKKpvx5v/5uDtDTkYGeODsfF+uHtcDN5bmI6iei2yKlpQ3tiBiuYOaPVmdBjNEItYMSMRi2G2sEKrXmuA3mhGaUO7wwxNtK8aBrMFze3GHmujU8rEXGsin+9vGYpPt+Vje26dk7PsTE7yR22bXlCN7Mz2x8ch1EuFE5UtmPbudqfH7Fs8AX4kgAiCIAiCuAghEdQD8DN90sM8AAB6E/tQbSM+QNPt6xXV288bEOaBHXn2h2APa1bL6drhbPbYfOe3zk5iNsMFSxfe0bZKT12bHkHW+Z+ShnZYLAwnnEbH+XIiSCFl28p25tXhqoEh8NEoEOevQU61XQz+eaQc90+IRVqoB2alBWHlEXvA7KO/ZSDKV4Mxcb54f2E67vvpMAA25PXmZQewYHAoHp+agHEJfhgV64PVmZX4akchMsqasT23jhMLIhH7uQS6K6FWSKGUsTlHHQYzWvVGVDbpUN+FY5qXWo6UYHd0GMxo05uQW9Pa5WzNf0Utl6DdaHYQQJE+arw0ux8e//1ol9k+NhYOCcO+wnrk12q7PObIM5PgoZIjo7QJs3jCk8/+pyZ2O8OKIAiCIAiir0EiqAfYW2j/Dbyt4lNc3y7IpTmTStDhErvTXIC7fTYjxNOFc2Gra2Uf4rt6cLW1w2kUXf/IbWGnfLMDPgFuSkjEIhjNDJQyCWQS1mCgormDM2SwiT4AkEnZe9twohp6kxkKqQRPTEvAzcsOcMcYzQze+jcHb89Pw3OXJwtEkNZgxg1f7cNPtw/D5alBkIhFuO+nw1xb2s/7S7H2WBWuHx6O64aHY1ZaMGalBaO4Xos1mVXYX9SAg8WNaO4worJZh8pm4WxVZ9RyCWL9XZEc5AaFVILmDiNq2/TYnV8Pg7lnW958NArUtTlm9zw1PRFSiQg3fr3vlOJLKRPj+uER+P1gWZcW2ABw8qWpUEgl2FtQj/mf7XF6zIElE8kGmyAIgiCIixoSQT0A/0HelsmTz8vkAYAYv+5Xgg5ZZ2UAgN+pxn9QdTbzw8cWdGqznXaGi83xrQsbZalEjEB3JcoaO1DVrEOkjxo51W3IrWnjRNDwaG/u+KyKFvi7KVDdose2nDpMSvLHmDg/h+uuOFyOeYNCMCLaBz/eNhSLPt/L7atq0eHqT3fji+sHYXpKIKJ81bjr+0Ocs11zhxHvb8rDx1vyMSLGB1OS/TE00gt3jI7CXWOjwTAM6toMKG1sR02LDh1GM9oNZsjEYijlEqjlEqjkUjS2G1DS0I7M8mZsOFHdZZjoucZLLUerzuhUAP1253As21mE1ZmVp7xGkLsSl6cG4etdRaecTypYOh1isQhbc2q59sLOHFwyUWB1ThAEQRAEcTFCIqgHcObYVcCzo/ZSyzlx1B26erDlV31s7W6aLjJvbEUEm801AMglYkGFw+U0lSAACPdWoayxAwW1WiQGuiGnug1HS5sxLp4VN25KGZKD3HC8ogUWBoj21aC6RY+f9pVgUpI/JGKRoLXNxv/9cRSr7huFEdE+eGFWMp5ZeZzbV9uqx7xPd2PJjERcOzQcq++/DB9vycfHW/K5OSaThcG2nFrOCECjkCLaVw1/NyV8XRVQSCWQSkQwmi1o1ZnQYq0OlTa2OxhEnC+ifNSCvxc2RsX64KFJcXj4lyOCVkhnDInwQlKQ2ylzggCg8JXpEIlEWHesCnd+f9DpMYefngTPbjoWEgRBEARB9GVIBJ1jGMbesjQx0Z97za8EhXievd1wm94+jG+rBFksDNoMjsYHfJw5vymkQhHkpWaFWb2TqoSNxAA37MyrR1ZlCwaFe2LlkQocKBY6rl05IATHK7IA2NvvNmXXoLBOi0gfNWakBOKZlccEwbGlDR145Ncj+PS6Qbh+eARadSa8/s9Jbr/BZMEzK4/j74wK/N/UBDwyOR5XDwrFlzsK8duBUgcDgza9CRllzQCE2UwXAiNjvHGouMmpAPri+kGoa9NjwWd7Tus6t2BwKNoNZizbVdTlMYmBblj7wCgAwIrDZXjolwynx9nmhAiCIAiCIC4FKCfoHFPHy94ZHefDvc7nPfCGdhFo6gxdp6oMf97D2/pb+zaDCTbt1VU7nG2ORsRvp+s0P+SrYc0OWnQmh/e1kRTkBoBtdRsY7gUAOFzSxLXbAcCstCDu9fqsagyPYlvk3t+UC4B1n/vxtmEO195wogZL/swEwzC4Z1wMls5JcThmf1EjrvpkN677ci+OljXjiWkJ2L14At6Yl4qpyQFQX8AZP0HuSiQEuGJnXr1Dtc1Ho8D2x8dhTWYlnlieeUoBJJOI8H9TE1BQp8VfGRVdHnfdsHBOAP2wt7hLAZTxzGQSQARBEARBXFJQJegcww8y5c/9VPBcvUK8ul8J6mxjreVVglQK9oG/Xc8+UEvEIii6mPkRW5d5hSqEe6u42RqAzQGSS8UwmCyobdUj1MtRrKUEuwMAjpY3IcpXDW+1HPVaA/YXNmBEDCv6vDUKTEz0w4YTNQDY0M7dBezszx2joxEf4IrEQDc8NiVeUO0BgJ/2lcJsYfDynBQsGhqGOH8Nrvpkt8N92Nzf3JRSjIj2wbAoL9w2Ogovzu6H5g4DjpW3oKShHTWtOtS1GmA0W2BmGLTrzdAaTKhvM6BBazinhgdiEdCFsR4mJfljc3YNKpyYMyyZkYhhUd644et9KDiFqxvAiqUnpiXgw815gp9dZ16Zm4KFQ8IAAJ9ty8fSNdlOjzv63OQuhTNBEARBEMTFComgc0wer+0twlsNgG3l4g++n0klqL5NKILa9PYKgso6w2Nm7K1uIpHzjB9n8z7s/dnDNEUiEQLclChpaEdFU4dTERTjp4GPRo66NgMySpswIdEPvx4ow/qsak4EAbCGlbIiaPmhcoxP8MOm7BosXpGJ3+4YDrFYhLvGROPfrGocKW0SvMevB8pQ2tCBdxakYVCEFzKfm4zX1p3Ed3uKHe6nRWfCuuNVWHe8ilvTKKRwU0qhVkghs8496U1mNGqNgnbCc4VNODoTQAsGh2JfUQP+zap2eu7mR8fi36wqzPlo52mtt1ND3HHDiAi8sCrrlHNMP902DMOjvcEwrPPe+5vynB6X9cIUqOT0vwCCIAiCIC49qB3uHMMPqLRl9lS36AQVmDOZCTp1JYh9gLXNIXWRcQoAcLE+7LbzZmcifdTca9s1bGtd5cyIRCIMj2bFzs68OkxOCgAArMmshIlXVRkU4cVVjUwWBiGeLlDLJThY3Iivdhay9ysW4cfbhnL5Q3x2F9Rj6jvb8NuBUqjlUrw4ux+2Pz4Oc9KDu/4mrbTpTaho1iG3pg1ZlS3Iq2lDaUPHORdAwR7sz9FZ69r4BD/MSQ/Gz/tLnVZ3HpkUh91PjsfTfx7D0jXZpxVAcwcE4/LUIDz2+9FTCqDtj4/jBNALq7K6FEDZL04lAUQQBEEQxCULiaBzzJ4CuwiyBYhWtQhboM5EBPFFj6tSCq2BJ4Ks8y82gSXuogoE2KtGHbzz+1lFCgAuLNTWwpfXydKbz+hYVgStz6rG6DhfeKvlqGnVY/PJWsFxz16exL3+dncxrhkWDgB4dW029hc1WL8HKTY/Mhb+bo62zI3tRjz2+1Fc8eEOrD5aiSAPF7w9Pw2Zz03G2/NTuwyGPRtUckm3bMvFIiDemvHkLLjUUyXDHaOjcKCoASsOlzu9xtbHxiIh0A3T390uCL51hkwiwjMzk6CQSvDS6hPcbJczMp+bjFAvFUxmCx785Qi+3lnk9Ljcl6dxmVAEQRAEQRCXIiSCzjG1rY7Oap1DOs8kiFJntFcZAtyUgkqOrcXNwlWCTiGCrPNDrTxRFe1rrwTlVLcCsIug3JrWLq81OSkAMokI2VWtKKrX4qqBIQCA7zu1qw2K8MLlqXaThN359ZieEgCThcGd3x3khJa7Soatj43DCF7GEJ9j5S2458dDGPnqJry8OgvHK1owrV8g9iyegIKl07H50bF4d0Ea5g4IPqXAjPBWYWpyABYOCcUdY6IwPSUAPhq2CtVuMJ9S+A2P8ka8vyssDHCy2vln8/TMJPi7KfHptgK06ByrTk9MS8Dx56fg8+0FuO3bAwJ3PGcEe7jg0+sGYt2xKvy0r+SUx+YvnQ5XpQw6oxk3fr1fkFXV+TiZhP6zJwiCIAji0ob6YXoIfqtZVbO9YiARi85oEF1vsosePzeFQAR1Fj0WpusqgS1TiC/S3F3s97E7vx4jon2QbHV/O1rWDIuF4apZfNxVMoyO9cXG7Br8ebgcC4eE4fPtBdiaU4vMsmakhNgrTM/MTMLfVgezzPJmJAW6oV+wG46Vt+CaL/bgx9uGIdpXA6VMgh9uHYrv9hQLMoL4VLXo8Pn2Qny+vRByqRj9g90R6aNGuLcK/m5KTEjwx+X9WdHVbjCj3WBCg9aAiqYOlDfpUFDXhn+yqnCKj0lAjJ8GaaEe2FtYj928Cl9nXruqP3bm1eHFVVlO97u7yPD3vZehtk2Hme/v6NLQwDZbBLBZQXeNicZjvx91WnGyIZOIkPPSNIhEIrTojJj/6R6cqGxxeqwtLJUgCIIgCOJSh0TQOcTCa1VKD/PgXvMrQZ4q+Rk9iOp58yZuSplABNlEj4vcbnrAMIxTcwR/V7Z1rKbFLoL4x23KrsEjk+ORGOgGF5kEzR1GFNS1IcbP1el9XZEWhI3ZNfh5fynunxCLK1KD8OeRCry7MQdf3DCYO87XVYGvbhyEm5cdAAD8cqAU946LgcFkQU51G+Z8uBMfXzsQI2N8IBKJcP3wCIxP8MODPx/BgeLGLj8Xg8mCA8WNpzzmbIjwVuHqwaHIqWrFmmNVp6wOLZ2TgvKmdjy78niXAbPvLkjDlOQAvPVvDj7fXtClAPNQydDUboRIBNw/PhZx/q645ZsDpwyundE/EB8uGgCAFbfT3t0uMOCwoVFIkfnc5C5NMwiCIAiCIC41qC/mHFLPy/BJC/XgXjc6yfbpLvy8ns6VH9sDtVou5bb57XN8/K3zMzWtjhbNAHC8gq0eyCRipIaylZwDRc4Fhs5oxv/WspbLDVoD/jxcjnvHx0IsYrN+tuUIZ4PGJ/jj4Ulx3PYHm/MwIdEfA8I80KIz4bov9+K1ddlcFSTEU4Xf7xqB1fdfxmUM9SSTkvzx5rxUPDAhFhKxCK+tO4k/j1R0mdXzwaJ0PDMzCW+sP4kPN+c7FSqTk/xx9LnJCPdWY8Z72/HZtq4FkItMgqZ2Izx8vUVjAABGZUlEQVRUMnx1w2A2J+nHQ6cUQEvnpHACqLShHYNf3uBUAIV6uZAAIgiCIAiC6ASJoHMI/yHU5hwGQDAf4swJ7VQIHsQ7PcdylSDekDvfOIGPzXigsknHOcEBwLR+AQ7HDolkhce23FqHfQCglEkwlCdOPtySh1AvF9w4IhIA8PTKYw5hq/eNj8HVg0K47Y+35CPKV4PZaUGwMMBHW/Ix9Z1tWH+8iru/5CB3/HT7MGQ8MxlL56QIZpj+C2PifPHxNQOw4u4ReO7yJNS36fHIbxl4d2Nul654APDlDYPw3sJ0vLbuJF5YlSUIruXz170j8f6idHy6NR9zP9rZ5TWD3Flh2mE0Iz3MA9/fMhTLdhXhvS4c3WysvGckFg1lM4Cyq1ow6rXNTo9LCXbH9sfHkwAiCIIgCILoBLXDnUP4D8V8sdPcYR+A99KcmQg6VeucrftOLBbBRSZBh9GMDoPz6kGolwpiEWuMUNumh5+1Pe7qwaFYe4zN2Klv03NBp+9tzMXWk7XQm8xQSB2dxO4cE825n5U2dODHvSV4eHIcVmdWoLi+HS+sysLSOSnc8SKRCK/O7Q+JWMwN+f9+sAxx/ho8MCEW3+8pRkGdFrd/dxAJAa64eWQkpvcPhEYhhbtKhkVDw7BoaBhMZguKG9qRW92KrIoW5FS3Ib+2DcX17bAwDGQSMeRSMSJ81EgMcEWcvyuifNWI83eFq1KKI6VN2JFXh7f+zUHuKVrdbCQHueF/V/ZHfm0bXl2bfcpzlsxIxI0jInCsogVXvL+zSwMFgBWlFc06iETsZzklOQB3fn8QZY1dz/8AwP6nJnLzXfuLGjDPSZAswM4UfXfL0NN+fwRBEARBEJciJILOIfVdiKAWngjimxF0B5lYWKxTSO3bHUZ71cfdRYYOoxkNWoPTkFOlTIIwLxWK6tuRV93GiaBhkfaKzq8HynDX2Gj0C3KHv5sC1S167Mqvx7h4P4frxQe44orUIPxlNT14+98czEgJxBvzUnH9V/vw494SDI7wxJx0e/VHLBZh6Zx+CHJX4s1/cwAAOdVtyKnOxVUDQyARifBXRgWyq1rx+B9HsWTlMYyJ88XIaG8MjvRCrJ8r5FIxon01iPbVYGq/wC4/tza9CTnVrcipasWWk7V4c30OsipbTmkxzeeG4eG4e1wMduXX4f6fDzvN+rExOy0Iz1/RD2Ix8NLqE/hmd1GXrW/JQW7Ir21DdYsePhoF3p6fiqpmHeZ/ulsw/+WM3Jencc5um7KruTmrzlw9KASvXZXare+TIAiCIAjiUoRE0Dmkgufi5ckXQTq7CFI6qaqcCqnEXgkymxloFHYR1cprs/N3U6CqRYfqFuczPwAQ4+eKovp25Na0YUQMm/VjM1UAgP+ty8ZdY6MhFoswOSkA3+0pxopD5U5FEAA8PjWeDUm1MGjRmbB4RSY+v34Q7hsXg/c25eHx34/CV6PEZdZcIYCtCN03IRapoR64/qt93PrvB8sAANNTAiARi3GsvBmFdVr8m1WNf7OqAbDOeqGeLvBzU8LdRQZ3FxkkIhGMZgsMZguaO4yobdWjukV3WvtpZ0T6qPH8FckYEO6JFYfKMP/T3Siqb+/y+DAvFb66cTBi/DT453gVnl153CETik96mAcOlzQBAEbH+eLVuSn4YHMeftx7avtrb7UcB5+exG0vP1SGh3/NcHrs/RNiBfNXBEEQBEEQhCMkgs4h+bxWKVeF/aPlt8MpZWc2hiXlZbrUtekFVR5+hYk1PmhGtZOcIhtx/hpsOFHtYKE8MNwTBzu5rM0bFILv9hRj3bEqNGoNAlFnI8RThXvHx+CdDbkAWFOEb3cX44GJcciv02L10Urc/t0BfH79IIyM8RGcOzrOF0efm4zX153Ed7x8oTWZbGueWMRm8zR3GGEwW1DVrEOb3oSi+vZTCpOz4dnLkzA3PQRagwnf7C7CvT8ecprzw+ebm4dgTJwvqpp1uOO7A/jneHWXx6YEu6NBa8DhkiZIxSI8NiUeM1ODcNcPh5BR2nTK97nlskg8PZMNnWUYBh9tycfr/5x0euxLs/vhWmsgLUEQBEEQBNE1JILOIfw8F9swusFkETi2KWVnVgmS8WaCqlp0SAx047b5laAA65B9dfOpKhGeAOBgK/34lHjM/2wPACCjtAmpoR5ICXZHUqAbsipb8MehMtw6KsrpNe8ZF4ONJ2qQWd4MAHj2r+OI9dPgratT0dJhxPbcOtz49T68dlV/QWscwFp+vzi7H24dFYn3N+Vx1SCAnXc6VTbPf8FHo8BjU+IwKSkAHi4y7Cmsx1N/ZmLtsarTtst9uGgApvVjA18/3ZqP9zbmQtvFHBYATEz0w8bsGjAM69T23oJ0tOlNuOL9HajXGiARi7p8z29vHoLRcb4AALOFwdMrj3VZNfrk2gGnbA8kCIIgCIIg7JAIOofUOKnCGMzCOQ/+TE93UPEqSlXNOmiUzitMNgvsiuauB+sHhrMiKK+mTVDdGRLpxR1z70+HOEexa4eFsy1u2wtw7bBwpwJOJhHj7flpmPXBDk4M3P7dQXx7yxB8ccMgPPxrBlYfrcRDv2RgX2EDnp6ZBJVc+Ncu3FuNN+al4qnpifjzSDl+P1jGWXafC+QSMW4bHYlx8X5IDfWATCJGVbMOP+4txq8HylDScPrK0mtX9cfc9GBIJWJsPlmDF//OQoE19FQuETv8nMfG+6KiqQMbTtQAAOYPCsXi6Yn4fHsBPtySB4Zxfp6NvYsncD/TDoMZd3x/0MF63MYvtw8TuPURBEEQBEEQp4ZE0Dmkxsk8iLHTsPuZVoI8VfYZIJOFEeQM8edPonxY++j8U7iXeanliPHTIK+mDQeKGzEpyR8AW7WK8lWjoFaL0oYOLnD1yoHBeH9TLiqbdfjtQCmuGx7h9Loxfhp8sGgAblq2HwBrSnD9l/vw5Q2D8P6CdER6q/Hhljz8tK8U23PrsGRGIqYkBzhYN3uq5bhpZCRuGhmJ5g4j9hc24FhFMzJKm7CvsOGUFReAFZjDoryRGuqBaF81UkM8EOal4hz2alp1+HlfCVYdrcS+ooYuzQv4vDynH64aGAKFVIKiOi1eXJWFjdmssLE58nUWMouGhuH3A2UwmC3wVsvx6pX9kRLsjtu+PYB9RQ0AAJVcIgi+5ZP38jSuDbK+TY95n+zmBFdn1j04CgkBbk73EQRBEARBEM4hEXQOcTZHYuz0gCw/w0qQp0o4ixPobs8fKufZKcf6uwIAcmvaYLEwXVprD430Ql5NG7bm1HAiCADeX5iOGe/tAAD8drAMVw8KhUIqwd1jo/H0yuN4b1MeZqcHw1Xp3N1uXIIfXpzdD0//eQwAK4QWfr4HL81OwaNT4jEi2huP/JaBssYO3Pn9IaSHeeCO0VGYlBQAiZN7dXeRYWKSPyby7tGGyWyB3mQBA0Alk3T5vVosDE5UtWBbTh02n6zB/m4KHwB4b2E6pvcLgFQiRnO7EW/9m4OvdxTBYLZAKhZBrZAKKnEAMDc9GKWN7VzL2sREf7x6ZQoyy5sx/b3taNAaoJSJoTNanAqgtFAP/HnPSG67uF6LiW9thdHs/KZ3/N84hHg6OgESBEEQBEEQp4ZEUA9j7DTvcYrYH6d0NiQI9FByr8ub7FWbCG8V5BIx2g1mlDd1OLXJBoBJSf74YW8J/s2qxgtX9OMERHKQO3fM478fxdWDQgGwOUJf7SxCYZ0Wb67PwXNXJHd5r9cNC4dEJMLiFZkA2LmexSsysT23Fi/M6oeNj4zBJ1vy8em2AhwuacKd3x9CoLsSM/sHYmq/QPQPcecsoE+FVCIWGEbY0JvMyKpoQUZpEw6XNmFnXr0gwPZ0BLgp8crcFIyN94VIJILOaMaXO/Lx4eY8TuBGeLM2482dbM/nDw7FN7uKoDdZoJZL8MzlSZg7IARvrD+JT7cWAABnO+6MpXNSuABUADhS2oTZH+7s8l4PPT3pjIN3CYIgCIIgCBYSQT2MpZMI6mZMDQe/HQ4AgniVoHaDGU3tRniq5ZBKxIjyVSO7qhUnq1q7FEHDo72hUUhR3aLH0fJmpIV6cPtemJWMZ1YeBwAcKGrAoAgvKKQSvDArGdd9uQ/f7i7CrLQgzmDBGYuGhsHdRYZHf8tAh5Gtdqw9VoXdBfW4d1wM7h4Xg2uHh+PbXcX4bk8xKpt1+Hx7IT7fXgiVXIIBYZ6I83dFjJ8Gge5KeKnlcHORQSoWQSRi52OaO4xo7jCivs2Aonotiuq1KKxrR15Nq0PVRCTCaas/Vw4IwW2jI7m2MpPZguWHyvD2hhxUWo0mwrxUqG/TOzjTPTEtAWszK/HZNlbojIzxxqtz+4NhgPmf7sYhqyV2QoArsquch6dufGQMon019u0T1bjlG+cZQABw4oWpAmtzgiAIgiAI4swgEdQDyHlVis6tWt0N67Th0mmGSK2QQCoWwWS9TnFDO1ct6hfsjuyqVhwqaXTaRgYACqkEY+N9sepoJf7OqBCIoOuGhXMi6KpPdqPo1RkAgFGxvpiVFoSVRypw74+Hseb+UXBXdR36OqN/IGL9Nbjz+4NcyGhTuxEvrT6Bz7cX4Lph4bh+eDjuHR+DrTm1+DujAjvy6tDUbsSOvDrsyKs7o8+Ij6eKzQ9qN5hR26bvUgAppGI8MS0BcweEcAG2FguDtceq8M6GHORaZ6uC3JXw0shxrFxo1DCzfyDCvVV4c/1JGM0MXJVSLJmRiKsHheKPQ+V4duUxaA1mqOUSeKrlXQqg7BenCubEvttTzLUUOiN/6XSn7YMEQRAEQRBE9yER1APwHeAknYb/Ld0dSrEiEokEoqemVY9IHzX3kH6isoUTMkMivPD7wTLstw7fd8XcAcFYdbQSfxwqw2NT4rmHcJGIzbCx5dD8ebgcs9ODAQAvzu6HwyVNKGloxyO/HcGn1w065cN4nL8r1tw/Ch9uzsMHm/M4MVLdoscb63PwxvocjIzxxoQEf9w3PhZvz09DXk0bjpQ2Ia+mDfm1baht1aNBa0CrzgQLw8BsYaCSS+BmDUr1UMnhqpRCb7RAZzSjsd2A4xUtpwxKvfWySFw5MERgNW62MFh1tALvb8pDnvVz9VDJMDjCC/9mVaOik+34O/PT8MnWfKw6WgmAtcF+aXYKlDIx7v3xMFZnsutRPmoU1GmhNTg69g0M98Tvdw7nzCHMFgYvrc7C1zuLnN53vL8r1j04ysFMgiAIgiAIgjhzSAT1AAoZvxIk3GcwObdEPhXDory56khOVSsSAt0EIsjGYKvVdUZpM3RGc5dOdGPi/BDs4YLypg6sPVYpyO+5e2w0J4Ie/OUILk8NgkQsgptSho+uGYC5H+3ChhM1WPJnJpbOSTnlQ7lSJsEjk+MxJz0YH2zKw/LD5YL9O/PqsTOv3nqsGMlB7gj1dEGwpwsui/GBSi6FUiaGycLAaLagTWdCTaseNa16VLfourSM7sxNIyMwJTkAg8I9BbNEepMZK49U4OMt+Si0uq+5KaWYnByA3w+W4d8sYQDq2/NTsbegAQ/+cgQA67b37OVJuCI1CLsL6vHwLxmoatFBKhZhSKQXduU7zzl6d0EaZqUFc9ttehPu+v4gtuc6r4DNTgvCOwvSu/W9EgRBEARBEKeHRFAPwBcGsk4qqCtb5FORHOTGiaDVmZVIDHTD3xnsvixenk6Etwo+GgXq2vQ4UtqEYV1kx0jEIswfHIq3/s3Bsp1FmJ0WzN2zSCTCd7cMwXVf7gMATH57KzY+MhYA22737oI03PPjIfy0rxQquRRPTU/s0p3NRpSvBm/NT8P9E2Lx8/5S/HGoDLWdMpV0RgsOFjfiYKcg17NhWJQXxsT5YXScD5IC3RyEWoPWgB/2FOOb3cWccYKHSoZZqUHYcKJGENoKAA9PioOPRoEX/s7iqkxXDQzBk9MSoFFK8erabHy2vQAMw84OeanlXQqg3U+OFzr8NXXgqo93cbNHnXlsSjzuGRdz1p8FQRAEQRAE4QiJoB5Ab7QLHZVCWI05GxEU5m03OVh1tBJz0u1VhBOVLTBbGEjEIohEIoyK9cGKw+XYeKK6SxEEAAuHhOGjLXnIKGvGlpO1GJfgx+0bFeuLSB81Cuu0yK/VYm1mJaalBAIApqUEYumcFDyxPBNf7ihETaseb8zrD4X09IP6ET5qPDEtAY9OjsPB4kZsy63Fjtw6HK9o4dr9zpRwbxUGhnsiKdAN6WEe6B/i0aXDXFZFC77bU4zlh8qgt1bkAtyUmDMgGHsK6vHN7mLB8WPifHHv+Bi8suYEZ3AQ7++KF2f3w5BIL2SWNePR3zJwsrqVO35rTm2X4aud53lO5wD3/sJ0XJ4a1O3PgiAIgiAIgugeJIJ6AJ3R3vIml4gFMz3tBscsodMR6+cq2ObbWWsNZhyvaEb/EA8AwJRkf6w4XI51x6uweHpil+1qvq4KXD88Ap9tK8DbG3I4W2gb/z40GjFPrQUA3PXDIWx+dCwirYGsC4aEQSYR4//+OIq/MypQ0tCOd+enIcK6/3RIJWIMjfLG0ChvPDaFdWMrqNOioFaLmlYdqlt00OrZEFKT2QKlTAIXmQSuSikC3V0Q6K5EoIcLgj1cTpu71KY34e+MCvy8rwQZZc3cekqwO+YOCMbGEzX4eEu+4JxoXzU+WDQAP+0rwYLP9nCzSA9NjMONIyNgYRi8uf4kPtqSD7M1wHZolBfWZFY5vYe7x0bj8akJgrXVRytxz4+HurzvP+4ajoHhXqf7KAmCIAiCIIizgERQD2DgBaSKRCKo5BIuZ6ZzwGZ3SA5yE2z7uioQ7q1CsdWueVd+PSeCRsf5QikTo7ShA1mVLQLB1Jk7Rkfh+z3FOFrWjL8yKgRzKlKJGGsfGIVp724HAIx7YwuOPjcZbtaw1CsHhiDAXYm7vj+IjNImTH9vO56cloCFQ8KcZvicCqlEjDh/V8T5u57+4G5gNFuwK78eqzIqsDqzkqu+ySQiTEryx9R+gfhsWz6e/ztLcJ67iwx/3DUcG0/U4OpPdqNVz/7MpqcE4OmZSQh0d3Go/oyO80VZQ3uXAmj9Q6MF3xfDMPhwcx7eWJ/T5f1vfWwswr27JygJgiAIgiCIM+fMnlaJs8JVabeTbtAazvh8tUKoVbMqWjAs0t7qtpNnKa2SSzEmzhcA8FdGxSmv661R4K4x0QCAF1dloaldeG+JgW54d0Eat93/ufVo5N3/yBgfrHtwNIZGeqHdYMbTK49j+nvbsSm7GswZuuD9VwwmC3bk1uHJ5Ucx5OUNuOGrffjtYBnaDWZE+aqxeHoClt00BPsKG3D/T4cFltcuMgnWPzQaS+ek4KZl+/HK2my06k1ICnTDj7cOxUfXDISXWo4315/E7I924mR1K7zVctw4IgLbcmpRYDVV6Ezuy9MEAkhvMuPhXzNOKYAynplMAoggCIIgCKKHoUrQecBTLUN5E2uTXN925iIIAOakB2OF1V3t652FGBXng18OlAIA9hc1QG8yc3M5cweE4J/j1fjtQBkenhR3ynmdO8ZEY2VGBfJq2rB0zQm8dlWqYP+stGDk17ThvU15AID0F//FtsfGcXNKQR4u+PG2Yfh+TzHe3pCDnOo23LzsAGL8NLhxRAQu7x90ykyhs4VhGBTVt2NbTi225dRid0G9YN7KWy3HtJQAzEgJQmljOx7//ajDNcK8VPjh1qGoadXhyeWZnCmDn6sCj02Jx9wBIZCIRThY3IDFy49x1Z/JSf6QiEVYtqvI6b3dOy4Gj06JF6zVtOhww9f7BW5+ncl7edoZV9EIgiAIgiCIM4dE0DnESy13WunxViu41zY3sjMlLdSDE0HLD5cLZkx0Rgu25dRhkjUgdUKCHwLdlahs1mHdsSpBm1tn5FIxXpmbgnmf7MavB8owMsbH4fiHJ8dDpWBd0ABg9Oub8dqV/XH14FAArNvcDSMiMDstGB9uycOPe0uQV9OGJX8ew3N/HcfwaG+Mi/djDQyC3Lo0LugKhmFQ12bAicoWZJQ2IaOsGRllTQ4Ocz4aOSYlBXBBpi+vPoGFn+9xuN7gCE98uGgAqlp0eHrlMWw5yVptu8gkuGNMFG4fHQWVXIrmdiNeXZeNn/aVAGCF1TVDwzhB6IxNj4xBlK9GsHY6A4TBEZ749Y7hlAFEEARBEARxniARdA4JcFM6FUE+GqEIMpotZywEOju9+bkq0D/EHUetw/5/Z1RwIkgqEWPB4DC8vSEH3+wqwhWpQad8wB4c4YV7x8Xgg815eOKPTCQGujnM59w5Jhq+GgUe+Y315n78j6N4ec0J7HlyAlzkbKXJXSXD4umJuG98DH47UIZfD5Qiu6oV23PruAwchVSMCG81wrxVCPZwgZtSClelDDIJax5hsjDQ6k2oazOgQatHeVMHiura0aZ3NJSQSUQYGO6J0XG+GB3ri2hfDX7cV4Jrvtjr9Pu8f3wM7hobg8I6LRavOIYNJ9gcIIlYhHkDQ/DQpDj4uynBMAz+PFyOl1Znoc5auZudFgS5VNylAJJJRDjxwlSHSs7vB8vwqPUzc8adY6LxxLSELvcTBEEQBEEQ5x4SQeeQIA8XZDlpd/LRyLnXFgaoatYh1EvlcNypiPPvVF0oa8L0lEBOBP2bVY12gwkqOfsjXTgkFB9uycOhkibszKvHZbE+p7z+Q5PicKS0CTvy6nDT1/vx253DEeThIjjmyoEhGBzhhdGvbwbAmjwkPrMOt1wWiSUz7E50rkoZbr4sEjdfFonCOi3WHavCvsJ6HCppQnOHESerW7nWsu4iEgHhXir0D/FAaqgHUkPckRzkDgYMVhwux8z3d3R57rKbBmNMnC+OlDbhwV8O45/jrPgRi4DZ6cF4YEIsN4dTWKfF038e43KZYvw0WDQkDC+syury+m/OS8WVA0MEayazBUvXZOOrnYVdnkcW2ARBEARBEL2DiDnfE+znmJaWFri7u6O5uRlubm6nP6EHeXFVFr7cwT70nnxpKjeL8+3uIjyz8jh33E+3DcPw6K4zfLrigZ8PY+UR1uwgNdQDHyxMx6jXNnP7312QJmhle/7v4/h6ZxFSQz3w590jTttuVd+mx5Uf70JRfTsifdT45Y5h8HNVOhxnsTC45ou92F0gDAS9IjUIr8xNcTBy4J9X0tCOonotShvaUdmsQ5vehDadCXqzBTKxCBKxGCq5BN4aObw1CgS4KRHpo0KolwoKqQQMw17j+z3F+Hx71wLjjtFRuHtcDNyUUmzJqcUnW/Kxt7ABACuoZvYPwgMTYhHjx4rLDoMZn2zNx8db82EwWaCQinHHmGg0tRvwbaf8ID4Zz0x2mHlq1Bpwx/cHsc/6fs5Ydd9l6BfctXMfQRAEQRAEceZ0VxtQJegcEuVrd/WqbdUjxJOt9oR4CisqpY3tGI4zF0FTkgM4EZRR2oRQLxVSQ9y5/Jsf9pQIRNDdY2Pw875SZJQ24d+sakxODjjl9b01Cvxw2zBc/cluFNZpMf/TPfjqxsFcPpANsViEn24fhqI6Lca+sYVb/yujgnOku2N0FG4bHSVoBRSLRYjwUXc7TwhgXd9yqlvx+rqT+GJH16IHYO2qn56RiFh/V+iMZvydUYEvdxQiu4qtOskkIsxKC8Ydo6MQa233YxgGf2VU4NW12ahs1nHXuWpgCO7/6XCX73XN0DC8PCfFYT27qgVXfrQL2lOE4h5YMlHwuRAEQRAEQRDnFxJB5xB+1aS6xS6CQj2FrW/5tW1ndX2b9bWN4xXNmD84DBllmQCAfUUNyKpoQZI1V8jXVYGbRkbgoy35eHF1ljVDqGunOAAI9nDBj7cNxcLP9qCwTos5H+3Ex9cMdFq5ivBRo+jVGcipbsXkt7cJ9n26rQCfbivgtmP8NBgX74s4f1dE+Wrgo5FDBBFEIkBnNKOiWYeSei1OVLViT359l7bTnZk3MAT3T4jl2gsL67R4aVUWfjtYxmUyqeUSLBwShltGRSLQ3S5IM0qb8Pzfx3GopIn73u+fEIO9BQ2nFEBbHh3rVMitPFKOB34+csr7zXlp2mkDXgmCIAiCIIiehUTQOYQ/+1PbquNeh3QSQbnVZyeC1AopJiX5498sdqbl7h8OYc39o7B0zQnOOOCTrfl4b2E6d87d42Kw4nA5Shs68O7GXPzf1NMP4Yd7q/HnvSNx27dsEOo1X+zBnWOi8cDEWKd223H+rih6dQZ0RjPe+jcHn/HEj428mjbk1Zzd981ncIQn7h4Xg+FR3pyg6zCY8VdGBX47UMoZMABsBW7R0DBcMyRc0LJW3tSBt9bn4I9DZQAAlVyCu8dGI8Dd5ZQmBoPCWRc3sVjYVqg3mfHy6hOnbJubmOiPz68fSA5wBEEQBEEQFwAkgs4hAe72SlB5k10EucglCPVyQWkDmxWUc4amAHzmDwrlRFBxfTtkEjHmDw7lZpH+PlqB+3mzLhqFFM9dkYw7vjuIT7fmY1y8H4ZEep32ffxclfjl9mFYvDwTyw+X46Mt+dh4ogbPXp6EETHOTRaUMgkWT0/E4umJsFgYbMutxRfbCzmTgTMlIcAVV6QFYXJSACJ91JDwxIfJbMHWnFqsPFyOf45Xce1nIhEwNs4X1w0Px5g4P8E59W16fLQlH9/tLobBbAEAzE0PxoIhYXjij6OnrD79fe9lSAlxnOGpaOrA7d8dEISvduaFWcm4fnjEmX77BEEQBEEQRA9BIugc4s9rh9tbUI9bLovktuP9XTkRVNbYgRadEW7KMw8RHRsvbIn7aEsebhsVxT3YMwzw5vqT+PjagdwxU5IDcOWAEPxxqAwP/nwYf993Gby7MZOilEnw1vw0TE72x1Mr2LDQRV/sxWUxPnhwYiwGhnt2WdkQi0UYG++HsfF+gnWGYaA1mNFibVUDALFIBHcXGZQy8SkrJa06I3bk1mFTdg02n6zh7KsBINTLBbNSgzF/cKiD816b3oQvthfgi+2FXMVsWJQX7p8Qi205dbj6091dvmdaqAf+uGuEQEzZ2JZTi+u/2tfluQCw4u4RSA/zPOUxBEEQBEEQxPmFRNA5hN8mtS23VrAvzt8VG07UcNuZZc0Y2UVF5VRIJWIu0wcA3tmQiwcmxGLeoBD8sJcN9Vx7rAp7C+oxlJct9PysZBwqaURhnRZ3fX8I3986tNuzKVP7BWJIpDfe25iLH/YWY0deHXbk1SEhwBWLhoZhWr9A+Lp2b9BfJBJBo5BC04WDHB+DyYLjFc3YX9SALSdrsb+oAUaz3czQUyXDzP5BmJ0ehAFhjoKsTW9iXeS2FaDemt/UL9gNj01JQINWj0WfO88TstGVg5vFwuD9TXl4e0POKc8/9PQkeKnlpzyGIAiCIAiCOP+QRfY5Jm7JWhhMbKtV0aszuPW/MypwH2/Y/rEp8bhnXMxZvUdNiw5Dlm7ktt+Yl4rRcT4Y+/oWtFvbwuL9XfH3fZcJhE5eTSvmfLgLrXoTZvYPxLsL0p1WOE5FaUM7PtiUh5UZ5dAZLdx6aog7xsT5IjXUA8lB7vB3U5zR/Eub3oSC2jZkV7Uiu7IVxyuacaS0CXqTRXBcpI8a4+L9MD7BD0OjvJyGzja1G7BsVxG+3lnEmSNE+qjx6OR4BHu64OZl+52G2tq4LMYH39w8xOln06g14IFfjmBbTq2TM1kUUjGOPz/FITiVIAiCIAiC6FnIIruXGBvni/XWmR2j2cI9pKeHeQiOO1zSeNbv4eemxLyBIfjtIDvY/+hvGSh8ZTruGhONN/9lqxMnq1vxwaZcPDw5njsvxs8VH1wzALd+sx+rjlZCKZPg1bkpZ/SwHuqlwv+u6o/F0xOx/HAZlh8qR2Z5MzLKmjmrbgDwUMkQ4KaEv5sSPhoF5FIx5BIRxGIROgxmNh9Ib0JVsw4VTR1o0Zmcvp+nSoaB4V4YHu2N8Ql+DnbdfGpadfhqRxG+213EzQhF+ahx19hoDI7wwkurT2DDiepTfn/bHhuHMG/nQbb7ixpw41f7Tml/PW9gCF6fl3rK9yAIgiAIgiB6FxJB55ix8X6cCCqo1SI+gM2jCfZwga+rArWtegDA3sIGmC3MGVdibNw3PpYTQQDw8dZ83DY6CiuOlKOglh3w/3BLPkbH+WJQhN0IYUycL95bkI57fjyE3w+WoaXDiPcWpp/WOrsz7ioZbhoZiZtGRqKmRYctJ2uxu6AexyuakVfThqZ2I5rajVxGT3fwVssRH+CK+ABXJAa4YUC4J6J91aetKGWUNmHZriKsOlrBtcslBLji3vExGBLhhfc25eKx34+e8hr/NzUBd46JcvpeZguDjzbncQKzKz67buBps5gIgiAIgiCI3ofa4c4xh0saMeejXQCAt+enYk56CLfv9m8PcAIJAP68ZyTSQj3O+r2W/JmJ7/eUcNtZL0zB8YoWXP3pbth+qv5uCqy+f5RDOOe6Y5W4/6cjMJgtSAl2x8fXDnCw8j5bdEYziuq1qGrWoaZFj3qtAUazBUazBSYLA5VMArV1LsjXTYFgDxcEuivhegZGEQaTBWuPVWLZriIctub8AMCAMA/cPTYGQ6K88Pm2Ary/Ke+01zr2/JQuZ5SqW3R48Ocj2F1Qz61JxCKYLcL/bHY/OV6QQUQQBEEQBEGcf7qrDUgEnWO0ehOSn/0HAHDlgBC8ebW9NeqrHYV4YVUWt/1f5oIAoLZVj8Evb+C2QzxdsOP/xuO1ddn4aEs+tz4gzAM/3jbModqzO78ed/9wEI3tRnioZHhhVj9c3j/wgs6yyapowR+HyrDySDnnDieTiHB5/yDcMCICUb5qfLu7GK//c/K01/rjruEYGN61XfjmkzW4edl+8P8LcXeRcXNGANuut/+piTT/QxAEQRAEcQFAIqgXiXhiNfeab46QW92KSW9v47YHhHlg+d0j/9N7fbOrCM/+dZzb/nDRAExJ9sfCz/dgf5F97mhSkj8+umaAg5FAWWM77v7hEI5a53kmJfljyYxEhHt3PXtzvqlt1WPlkXL8cagcJyrteTy+rgpcOzQcC4eGQiYW4+udhXivG5WfhyfF4b7xMV2KPb3JjNfXncQX1uwlGy4yCTqM9nmgO0ZH4cnpiWf5XREEQRAEQRDnGhJBvcisD3ZwJgG5L0/jhAfDMBj2ykZUt+i5Y/ctngA/N6XT63QHs4XBrA93CMI6Dy6ZCAsDzPloJ8oaO7j1Kcn+eH/hAAdrbKPZgg835+GDTXkwWRjIJCIsGByGO8ZEnbMWuTOltKEd/xyvwvqsahwoaoCt+0wuEWNCoh+uHBCCMfG+aNQa8Nm2AgfB4oxoXzVW3TcKLvKu55+yq1pw/0+HkVPdxq3xZ7ls/HjbUIyIPnOLc4IgCIIgCKLnIBHUi/ywtxhPrTgGwHHu5/HfM/DrAbuhwYuz++G6YeH/6f2K6rQY+8YWwVr+0ukoqG3DlR/vEjivjYzxxkeLBsJd5Th/k1vdihdXn+Dsn6ViEcYl+OGqgSEYF+/X7Vyhs6FNb8K+wnrsyK3Hrvw6B0OF1FAPXDUgGJenBsHdRYbDpU34akchVh2t7Nb1tz8+ziFElY/FwuDLHYV4ec0JwXq/YDeBwAQo/4cgCIIgCOJChURQL5JT3YrJ1ra3x6fG4+6x9rmfzdk1uGnZfm57SIQXfr1z+H9+z98PluHR3zK4bY1CisznJuNYeQuu+WKPQAhF+6rx8bUDEefv6nAdhmGwu6AeH23Ox468Om7dUyXDZbG+GBntjRHRPgj1cjnr2SG9yYzCOi2OljXjaFkTjpY1I6uiBSae2YBYBAyO8MKU5ABMTvZHiKcKepMZq49W4p0NuShpaO/We624ewTSwzxPeUx5Uwce+fUI9hQ0CNYjfdQorNNy2yOivfH9LUMFobgEQRAEQRDEhQOJoF7EYmEQtXgNAHaO5MSLU7l9epMZg17agFaeKNn86NhT5t90l+f+Oo5lu4q47cRAN6x9YBQyy5px07J9nJEAAChlYjw1IwnXDAnr8qE+p7oVfxwsw/LD5Q7tYBqFFDF+GsT4aeDvpoCnSg4PlRwKqRgMWDFlNDNoajegQWtAY7sBZY0dKKzTorypA87+1oV5qTAyhhVZI2N8uGpLdlULfj9Q1q2WNxtfXD8IE5P8T3kMwzBYeaQCD/5yRLDurPrz/sJ0XJ4a1O33JwiCIAiCIM4/JIJ6menvbkeWdYj/xAtTBXMoD/96BMsPlXPb94yLxmNTEv7zexrNFtzyzQGunQ0AIrxV2PzoWJQ1duCmZfuRV9MmOGdQuCdemNUPSUFdf3YmswUHixuxM78eO/PqkFHaJKjanA2uCimSgtyQGuqB/iHuSA3xELSr1bTosCazEt/sLhZUY07Ha1f2x7xBIaetUtW06vD0n8fwz3FheOr0lACsyawSrP3XuS2CIAiCIAji/EAiqJf542AZHrG2p31942CMS/Dj9u3Kr8Oiz/dy2z4aBXb837gzDix1RofBjEVf7BFk5wBAzkvTYDBbsGRFJv48UiHYJxIBl/cPwv0TYhDj59gi1xmDyYKiei1yq9uQX9uG+jY9GtuNaGw3wGCyQCQCxCIRJGIRPFVyeKnZPwFuSkT6qhHhrYaPRu4gVCqaOrDuWBX+PlrhcP+n462rUzE7Lfi0rWoMw2D5oXI8uTwTBrOFW4/0UcNDJRO875AIL/x8+zBqfyMIgiAIgugjkAjqZWpadRjy8kYAwIQEP3x542Bun8XCYNybW1Bcb59ree3K/rh6cOg5ee9WnRG3LDuAfUXCGZetj41FmJcKK49U4Pm/j6Ox3ehw7ug4XywaEoax8b7nRJSdig6DGfuKGrA9pxYbs2vOqOJj47PrBmJSkn+35pMqmjqweEUmtpysFazPTQ/G8sPlgrV3F6RhVlrwGd8PQRAEQRAE0XuQCLoA4OcF8a2yAeDDzXmCQM84fw3+eXD0OQsq1RnNeODnww7tXrdeFoklM5PQoDXg9X+y8euBMpidtLa5KqQYE++LEdE+GBHtjXBv1X+6N5PZgpKGdmSWN+NwSRMOlzYho7TprK/3y+3DMDTKu1vHMgyDn/aVYvGKTMG6r6sC4+P98MuBUsH6wSUT4a1RnPW9EQRBEARBEL0DiaALgC+2F+Cl1azl8rKbBmNsvL0lrlFrwIhXNwnCNz+6ZgCmpwSes/e3WBi8tykX72zIddj3x13DMTDcC/m1bXh/Yy5WHa085ZyPt1qOaF8Nov3YdjZPlRxuLjK4u8gglYhgMjMwWxgYzGbUtRlQ32ZAXZseZY3tKKjVIrfTLNLZkBrijg8WDTil1XVn8mpaseTPYw7Ob/MHhWJrTi2qWnTc2jVDw/DS7H7nTIgSBEEQBEEQ5xcSQRcAVc06DHuFbYlzZoX97Mpj+GZ3Mbcd5avG+gdHQyo5t3k823Jqccs3+2E0O/6ol989AgPCPFHZ3IGf9pZgxZFylDZ0OLlKz+AikwiEoDMWT0/ANUPDoVZIu33dDoMZ723Kxcdb8gXrIZ4uuHZYOF5dmy1YX3XfZegX7N79GycIgiAIgiAuOEgEXSAkPr2Oe8g/8swkeKjsIZulDe0Y98YWQQXmlbkpWDgk7JzfR3OHEa+sOYGf95c63X/bqEg8MjkeCqkYR0qbsD23Djvy6nC4pNGpeDobfF0ViPRRY39Rg1OLbD6DIzzx0uwUxAec3qihMxuyqvHsX8dR3iQUczeNjMCJyhZBVSjMS4UND4/p0SBYgiAIgiAI4vxAIugCYdXRCtz742EAwJPTEnDHmGjB/qdWZOKHvSXctqdKhk2PjIWnWo6e4HhFM5auOYGdefVdHjM23hf3jY/BgDBPdBjNyK1uQ25NG3JrWlFS347GdgOa2o1oajfCzDAQ89zgbE5wXmo53JQylDd14HBJoyCjqCvCvFR4aXY/DI/2FsxPdZeyxnY891cWNpwQzkHF+mlw08hIh5mgd+anYXY6mR8QBEEQBEFcLPS6CCoqKsKLL76ITZs2oaqqCkFBQbj22mvx1FNPQS63P+AfPXr0/9u787CmznwP4F8CJIBsgQBhF0RB6o6CaPW6AtaxdRlH2+q4je0o0mvVOtq6VK3SitNFa7WdO5VOZ2pb71R77e0i5YqOitaqtMUFBbUoEBBU9iUk7/3DMRqDimJI4Hw/z8PzkHNecn59Xk/Jl3PO70ViYiKOHj0KLy8vJCUlYfHixc0+jrWHoIZGPbos+8bw+vy6J4xaLpdU1GFwyl7UaW+1a57UNxBv/LaHWevKunQd7+/LwzfZmvsPxo1w1lHVAUEeTgjycILcVoa6Rh3qtXpU1TfibHElThdV3vfWtjsN6qzCrMdDMDBM9VDBBwCq6xvx/r48bPy/XJN9i+K64OfL5dhz6lYwspXZIGvFSLg42D/U8YiIiIjIOjU3GzT/IYsHdObMGej1erz//vsICwtDdnY2Zs+ejerqamzYsMFQZFxcHEaMGIGtW7fil19+wcyZM+Hu7o7nnnvOXKW1KrmdDNMHdETqoYsAgD2nNEjodqv5gberA54b3Akb0281L/jsx0tI6K7G0NsaKTxqvQLdsWVKFK5U1mPnicv4MqsQJwsr7jr+Wo0W1/KvP/D6PXfy7CDHvGFhGBrujY6qDi16L51e4J/HL2PDdzkoqaw32hcX6YPJ0YGYmfqj0XZz3W5IRERERG1Hq94Ol5KSgi1btuD8+fMAgC1btuCVV16BRqMxXB1asmQJdu3ahTNnztzrrQys/UoQAFyprEe/td8bXl9IfsKoA1mdVoeEt/fj4m3rBqmcFfh2/iCoWrFVc0lFHTLPl+HoxavYe+aKyTM1D8qzgxy/jQpAN383RAUr4efu+IgqBTLzyrDmq1M4VWQc3AI9HLFsdCT+cSQf+88arwf004o4uDnx6g8RERFRe2XxK0FNKS8vh4eHh+F1ZmYmBg8ebHR7XHx8PN544w1cu3YNSqXS5D3q6+tRX3/rr/4VFXe/emEtvFwUGN3dF//7SxEAYG9OCYZF+Bj2O9jb4rWx3THlr0cM20qr6jH/0yykzuj3yLvF3Y23qwOe6uVvWCRUCIHiinqcL61CWVUDKusaUVGnRVVdI2xlNrC3tYGdrQyO9rbwclHA20UBLxcFfFwdzLbQam5JJdZ/m2N0e9tNLwwLQ1dfVzz/8TGj7SvHRGLGwBCz1ENEREREbU+rhaDc3Fxs2rTJcCscAGg0GoSEGH849fHxMexrKgQlJydj1apV5i3WDJaMijCEoJmpPyJ37SijcPN4ZxWm9A/C3w/fapJwILcU674+gxVjIlu9XgCwsbGB2s0BajcHixz/dvllNXg7/Sy+OF5gsu83PXwxd0gYJn+QiYq6RsN2J7ktMpcM59UfIiIiIjLywJcYlixZAhsbm3t+3XkrW0FBARISEjBx4kTMnj27RQUvXboU5eXlhq9Ll5pu+WxtAj2cMKFPgOH19iZaVS8bHYkuPs5G2z48eAGpBy+YvT5rVVRei5d3/oLBKXtNAlCfIHd8MXcAegS44YmN/zIKQH/5fV+cWp3AAEREREREJh74StDChQsxffr0e44JDQ01fF9YWIihQ4diwIAB+OCDD4zGqdVqFBcb39Z087VarW7yvRUKBRSK1ntO5lFaNror/nn8MgBg+a5sjO7uC4/bWmE72Nti8zN9MO69Q6iqv/WB/tXdp+Akt8Pv+gW2es2Wkl9Wg/f35+HzHy+ZrFMU6OGIJQldEeThhDHvHjDaFxvqiY9mRnPdHyIiIiK6qwcOQV5eXvDy8mrW2IKCAgwdOhRRUVHYtm0bZDLjD6axsbF45ZVXoNVqYW9/4y/2aWlpCA8Pb/JWuLZO2UGOpaMikPzNjStlif84ju3P9Tca09nHBZue7o1ZHx3FbWuo4k9f/IwGnR5T+ge3Zsmt7mxxJbZk5GFXVoHJgqpKJ3vMGdIJ43oH4Ml3D6CovM5o/7fzByFCbZ3NMYiIiIjIepjtz+UFBQUYMmQIgoKCsGHDBly5cgUajQYaza11aZ555hnI5XLMmjULJ0+exGeffYZ33nkHCxYsMFdZFveHQbeukmWeL8Oek6br9AyN8MaK3xg/ByQEsGxXNv68Jwd6fZte39aEEAIHc0vxh4+OIu6t/dh5wjgAuTrYYVFcF+xbPBQF12rRb+33RgHopfhwXEh+ggGIiIiIiJrFbC2yU1NTMWPGjCb33X7I2xdLValUSEpKwp/+9KdmH6cttMi+0+miCox651+G14eWDGuyffR7GblY/22OyfYRXX3w54k92/zzLjUNjdh5ogCpBy/iXEmVyX5nhR1mPh6CWY+HIDOvFH/8+3Gj/VHBSnw8KxpO8lZtckhEREREVqq52aBV1wkyh7YYggBgY/o5vJl2FsCND/snVoyEfROtsDfvzUXKd6ZBKEDpiJTf9kRsJ0+z1/qonSwsx44fL+OL45eNmhnc5NlBjpmPh2BKTDDOl1Zh3HuHTMZkLBrS4sVWiYiIiKh9YQiycnq9wIi39uH8lWoAwMhIH3wwNcpoEdWbPv/xEpZ+8Qt0TdwG93R0EBbHh0N5W4MFa3StugFfZhXg8x8vmyxwelOA0hHPDw7FxL6B0JTXYciGDJMx7z3bB0909zVztURERETUFjEEtQFlVfWIeu17w+u5QzphcUJEk2MPnCvFf356AmXVDSb7XBzsMHdIGKYP6AhHuXkWKX0YV6sbkHZKg2+yNTiYW2rS5e2mfh2V+H1sR4zqpkZxZT3Gbj6IK5X1RmPmDQ3DiyO7wFZmGhKJiIiIiACGoDbjXHElRr613/B66agIPP8fnZocW1xRh6TtJ/DDhatN7lc62ePZmGBMjQ2Gj2vrL3AqhEDelWocOHcFaaeLcfj81SavXgGAg70MY3v5Y2psMB7zc8OlqzV48t0DuFajNRo3rrc/ksd3h4O99YQ7IiIiIrJODEFtyKHcUjzzX0cMrxeO7IKk4Z2bHKvTC3yceREp3+WgukHX5BiZDTAwTIUne/phaIQ3VM7mWVdJCIH8qzU4kX8dB3JLcTC31KRt9Z26+7thfB9/jOvtD3cnOfKuVGHMpgOoueO/pV9HJf46vR9cHdp28wciIiIiaj0MQW1MRk4Jpm87ang9qW8g1o7rBrsmmiUAQOH1Wqz/9gy+/KnQZD2dO3Xzd0X/EE90D3BDN383BCqdHmgxUSEErtdo8evVGvxaVo2zxZX4+XI5fr5cjvJa7X1/3sdVgbG9/TGhTwC6+LhACIH950ox7cMfTMbGhnpiy5Q+cHey7meciIiIiMj6MAS1QfvOXjEKBmHezvjnHwfcsxX26aIKvPP9Oew5pUFzlw+S2QC+bo7wc3eAm6M9XB3tobCzxc28VV2vQ0WtFpV1jaio06LgWi0q6027uN1LoIcj4iPViHtMjahgJWxlNtDq9Phb5q9Y89Upk/FDwr2w8enevPJDRERERA+NIaiN+vnydTz57kGjbZ/MjsGATqp7/tylqzX4W+ZF7DxRiNKq+nuONQe5rQy9gtwxsJMKIyN90NXXxdDp7teyarz03z83+SzTMzFBePmJrnBWcK0fIiIiImoZhqA2rPB6LQat32vUVGBsLz+serLbfRdI1ekFjpwvw9fZRThwrhQXy2rMUqOLwg5d/VzRr6MSsaEqRAUrjTrT1Wl12HHsMpbvym7y59eO64bJ/YLY7Y2IiIiIHhmGoDauoVGPNV+dwseHfzXavmZsN0zqG9jsZ3ouX6vB8fzrOFlYjtNFlbh0tQYF12rRoNPf92dtbAAfFwf4Kx3h7+6IIA8nRPq54jE/VwQqnSC7I8BodXqkny7Gws9/arJpg4uDHVJn9ENUsEezaiciIiIiehAMQe3E4fNlmPzBYZPtr46JxMS+gejwELeR6fUCV2saDM/91GlvBRaFvS2cFXZwVtjB01kO+7s0Zripqr4Re8+UYNXukyitMl3DCADmDOmEuUM6wYXP+xARERGRGTEEtSMNjXr85V/nkfJdjsm++Md88NzgUPQOVJpcmTGHRp0eOcWV+PvhX7H9h0t3HdcnyB2rn+qGbv5uZq+JiIiIiAhgCGqXymu12LovD1sy8prcP6izChP6BCAqWIkApaOhMcHD0usFCstrkV1QgU+P5iMj58o9x0eoXbBmbDf0DVa2+NhERERERA+KIagdq2loxP9kFWLJF7/cd+zgLl7oG6yEn7sjVM5ydFDYQW4rg72tDDq9QF2jDnVaHa5WN+DSvxc+zTh7xagpw71M7heIqbHB6Kp2bZUrUUREREREd8MQJBHnr1Thq5+L8Gba2VY53shIH/yubyAGdPJ8qOeRiIiIiIjMhSFIgqrrG3E8/xoO5pZh90+FKLhe+9Dv5epgh2ER3hgYpkLvIHeEqpx5pYeIiIiIrBpDEAEAhBAor9WipLIe5bVa1Gl1qNPeaI9tb2sDua0Mzg52UDrJ4eksh6O9LZ/nISIiIqI2qbnZgPcztXM2NjZwd5LD3Ulu6VKIiIiIiKxC81bcJCIiIiIiaicYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFIYgoiIiIiISFLsLF1ASwkhAAAVFRUWroSIiIiIiCzpZia4mRHups2HoMrKSgBAYGCghSshIiIiIiJrUFlZCTc3t7vutxH3i0lWTq/Xo7CwEC4uLrCxsbF0ORZXUVGBwMBAXLp0Ca6urpYuR9I4F9aDc2E9OBfWg3NhPTgX1oNzYT0edi6EEKisrISfnx9ksrs/+dPmrwTJZDIEBARYugyr4+rqypPXSnAurAfnwnpwLqwH58J6cC6sB+fCejzMXNzrCtBNbIxARERERESSwhBERERERESSwhDUzigUCqxcuRIKhcLSpUge58J6cC6sB+fCenAurAfnwnpwLqyHueeizTdGICIiIiIiehC8EkRERERERJLCEERERERERJLCEERERERERJLCEERERERERJLCEERERERERJLCENSOrF27FgMGDICTkxPc3d2bHGNjY2Py9emnn7ZuoRLQnLnIz8/H6NGj4eTkBG9vb7z00ktobGxs3UIlqGPHjibnwOuvv27psiRj8+bN6NixIxwcHBATE4MffvjB0iVJzquvvmpyDkRERFi6LEnYv38/xowZAz8/P9jY2GDXrl1G+4UQWLFiBXx9feHo6IgRI0bg3Llzlim2nbvfXEyfPt3kPElISLBMse1YcnIy+vXrBxcXF3h7e2Ps2LHIyckxGlNXV4fExER4enrC2dkZEyZMQHFxcYuPzRDUjjQ0NGDixImYM2fOPcdt27YNRUVFhq+xY8e2ToEScr+50Ol0GD16NBoaGnDo0CF89NFHSE1NxYoVK1q5UmlavXq10TmQlJRk6ZIk4bPPPsOCBQuwcuVKHD9+HD179kR8fDxKSkosXZrkPPbYY0bnwIEDByxdkiRUV1ejZ8+e2Lx5c5P7169fj40bN2Lr1q04cuQIOnTogPj4eNTV1bVype3f/eYCABISEozOk+3bt7dihdKwb98+JCYm4vDhw0hLS4NWq0VcXByqq6sNY1588UXs3r0bO3bswL59+1BYWIjx48e3/OCC2p1t27YJNze3JvcBEDt37mzVeqTsbnPx9ddfC5lMJjQajWHbli1bhKurq6ivr2/FCqUnODhYvPXWW5YuQ5Kio6NFYmKi4bVOpxN+fn4iOTnZglVJz8qVK0XPnj0tXYbk3fn7WK/XC7VaLVJSUgzbrl+/LhQKhdi+fbsFKpSOpj4bTZs2TTz11FMWqUfKSkpKBACxb98+IcSNc8De3l7s2LHDMOb06dMCgMjMzGzRsXglSIISExOhUqkQHR2NDz/8EILr5ba6zMxMdO/eHT4+PoZt8fHxqKiowMmTJy1YmTS8/vrr8PT0RO/evZGSksLbEFtBQ0MDjh07hhEjRhi2yWQyjBgxApmZmRasTJrOnTsHPz8/hIaG4tlnn0V+fr6lS5K8CxcuQKPRGJ0jbm5uiImJ4TliIRkZGfD29kZ4eDjmzJmDsrIyS5fU7pWXlwMAPDw8AADHjh2DVqs1Oi8iIiIQFBTU4vPCrkU/TW3O6tWrMWzYMDg5OWHPnj2YO3cuqqqq8MILL1i6NEnRaDRGAQiA4bVGo7FESZLxwgsvoE+fPvDw8MChQ4ewdOlSFBUV4c0337R0ae1aaWkpdDpdk//uz5w5Y6GqpCkmJgapqakIDw9HUVERVq1ahUGDBiE7OxsuLi6WLk+ybv6/v6lzhL8XWl9CQgLGjx+PkJAQ5OXl4eWXX8aoUaOQmZkJW1tbS5fXLun1esyfPx8DBw5Et27dANw4L+Ryucnz1Y/ivGAIsnJLlizBG2+8cc8xp0+fbvZDrcuXLzd837t3b1RXVyMlJYUhqBke9VzQo/Mgc7NgwQLDth49ekAul+P5559HcnIyFAqFuUslsrhRo0YZvu/RowdiYmIQHByMzz//HLNmzbJgZUTWY/LkyYbvu3fvjh49eqBTp07IyMjA8OHDLVhZ+5WYmIjs7OxWe0aRIcjKLVy4ENOnT7/nmNDQ0Id+/5iYGKxZswb19fX8AHgfj3Iu1Gq1SVesm51O1Gr1Q9UnZS2Zm5iYGDQ2NuLixYsIDw83Q3UEACqVCra2tiYdfYqLi/lv3sLc3d3RpUsX5ObmWroUSbt5HhQXF8PX19ewvbi4GL169bJQVXRTaGgoVCoVcnNzGYLMYN68efjqq6+wf/9+BAQEGLar1Wo0NDTg+vXrRleDHsXvDoYgK+fl5QUvLy+zvX9WVhaUSiUDUDM8yrmIjY3F2rVrUVJSAm9vbwBAWloaXF1dERkZ+UiOISUtmZusrCzIZDLDPJB5yOVyREVFIT093dCRUq/XIz09HfPmzbNscRJXVVWFvLw8TJ061dKlSFpISAjUajXS09MNoaeiogJHjhy5b9dXMr/Lly+jrKzMKKBSywkhkJSUhJ07dyIjIwMhISFG+6OiomBvb4/09HRMmDABAJCTk4P8/HzExsa26NgMQe1Ifn4+rl69ivz8fOh0OmRlZQEAwsLC4OzsjN27d6O4uBj9+/eHg4MD0tLSsG7dOixatMiyhbdD95uLuLg4REZGYurUqVi/fj00Gg2WLVuGxMREBlIzyszMxJEjRzB06FC4uLggMzMTL774IqZMmQKlUmnp8tq9BQsWYNq0aejbty+io6Px9ttvo7q6GjNmzLB0aZKyaNEijBkzBsHBwSgsLMTKlStha2uLp59+2tKltXtVVVVGV9wuXLiArKwseHh4ICgoCPPnz8drr72Gzp07IyQkBMuXL4efnx+XsjCDe82Fh4cHVq1ahQkTJkCtViMvLw+LFy9GWFgY4uPjLVh1+5OYmIhPPvkEX375JVxcXAzP+bi5ucHR0RFubm6YNWsWFixYAA8PD7i6uiIpKQmxsbHo379/yw7eot5yZFWmTZsmAJh87d27VwghxDfffCN69eolnJ2dRYcOHUTPnj3F1q1bhU6ns2zh7dD95kIIIS5evChGjRolHB0dhUqlEgsXLhRardZyRUvAsWPHRExMjHBzcxMODg6ia9euYt26daKurs7SpUnGpk2bRFBQkJDL5SI6OlocPnzY0iVJzqRJk4Svr6+Qy+XC399fTJo0SeTm5lq6LEnYu3dvk78bpk2bJoS40SZ7+fLlwsfHRygUCjF8+HCRk5Nj2aLbqXvNRU1NjYiLixNeXl7C3t5eBAcHi9mzZxsta0GPRlNzAEBs27bNMKa2tlbMnTtXKJVK4eTkJMaNGyeKiopafGybfxdAREREREQkCVwniIiIiIiIJIUhiIiIiIiIJIUhiIiIiIiIJIUhiIiIiIiIJIUhiIiIiIiIJIUhiIiIiIiIJIUhiIiIiIiIJIUhiIiIiIiIJIUhiIiIiIiIJIUhiIiIiIiIJIUhiIiIiIiIJOX/AdWKcTnPg8MXAAAAAElFTkSuQmCC" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 8 + "source": [ + "plt.figure(figsize=(10, 8))\n", + "plt.plot(runner.mon.x, runner.mon.y)\n", + "plt.show()" + ] }, { "cell_type": "code", + "execution_count": 9, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:06:47.303424Z", "start_time": "2025-10-06T04:06:47.184866Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:17.108334Z", + "iopub.status.busy": "2026-07-08T14:20:17.108190Z", + "iopub.status.idle": "2026-07-08T14:20:17.178420Z", + "shell.execute_reply": "2026-07-08T14:20:17.177412Z" } }, - "source": [ - "plt.figure(figsize=(10, 8))\n", - "plt.plot(runner.mon.x, runner.mon.z)\n", - "plt.show()" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 9 + "source": [ + "plt.figure(figsize=(10, 8))\n", + "plt.plot(runner.mon.x, runner.mon.z)\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -482,13 +525,21 @@ }, { "cell_type": "code", + "execution_count": 10, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:06:47.332329Z", "start_time": "2025-10-06T04:06:47.327316Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:17.180158Z", + "iopub.status.busy": "2026-07-08T14:20:17.180027Z", + "iopub.status.idle": "2026-07-08T14:20:17.182799Z", + "shell.execute_reply": "2026-07-08T14:20:17.182128Z" } }, + "outputs": [], "source": [ "a, b, c = 10.725, 10.593, 0.268\n", "m0, m1 = -1.1726, -0.7872\n", @@ -500,19 +551,40 @@ " dy = x - y + z\n", " dz = -b * y - c * z\n", " return dx, dy, dz" - ], - "outputs": [], - "execution_count": 10 + ] }, { "cell_type": "code", + "execution_count": 11, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:08:02.491160Z", "start_time": "2025-10-06T04:06:47.379289Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:17.184089Z", + "iopub.status.busy": "2026-07-08T14:20:17.183965Z", + "iopub.status.idle": "2026-07-08T14:20:23.379449Z", + "shell.execute_reply": "2026-07-08T14:20:23.378686Z" } }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a156b34ead794bcc988256ebd4a967e2", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/200000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 12 + "source": [ + "plt.figure(figsize=(10, 8))\n", + "plt.plot(runner.mon.x, runner.mon.z)\n", + "plt.show()" + ] }, { "cell_type": "code", + "execution_count": 13, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:08:03.048353Z", "start_time": "2025-10-06T04:08:02.841076Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:23.459850Z", + "iopub.status.busy": "2026-07-08T14:20:23.459719Z", + "iopub.status.idle": "2026-07-08T14:20:23.542705Z", + "shell.execute_reply": "2026-07-08T14:20:23.541845Z" } }, - "source": [ - "plt.figure(figsize=(10, 8))\n", - "plt.plot(runner.mon.y, runner.mon.z)\n", - "plt.show()" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 13 + "source": [ + "plt.figure(figsize=(10, 8))\n", + "plt.plot(runner.mon.y, runner.mon.z)\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -623,13 +681,32 @@ }, { "cell_type": "code", + "execution_count": 14, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:08:03.383798Z", "start_time": "2025-10-06T04:08:03.069417Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:23.544643Z", + "iopub.status.busy": "2026-07-08T14:20:23.544504Z", + "iopub.status.idle": "2026-07-08T14:20:23.670341Z", + "shell.execute_reply": "2026-07-08T14:20:23.669591Z" } }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plt.figure(figsize=(10, 6))\n", "coef = integrator.binomial_coef\n", @@ -644,23 +721,7 @@ " plt.plot(coef[:10, i], label=r'$\\alpha$=' + str(alphas[i]))\n", "plt.legend()\n", "plt.show()" - ], - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ], - "image/png": 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"2026-06-19T06:03:23.520214Z", - "iopub.status.idle": "2026-06-19T06:03:29.101252Z", - "shell.execute_reply": "2026-06-19T06:03:29.100531Z" + "iopub.execute_input": "2026-07-08T14:20:31.435030Z", + "iopub.status.busy": "2026-07-08T14:20:31.434837Z", + "iopub.status.idle": "2026-07-08T14:20:35.234476Z", + "shell.execute_reply": "2026-07-08T14:20:35.233825Z" } }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'2.7.8'" + "'2.8.0'" ] }, "execution_count": 1, @@ -104,10 +111,10 @@ "start_time": "2025-10-06T04:10:38.875118Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:29.103637Z", - "iopub.status.busy": "2026-06-19T06:03:29.103386Z", - "iopub.status.idle": "2026-06-19T06:03:29.106724Z", - "shell.execute_reply": "2026-06-19T06:03:29.105990Z" + "iopub.execute_input": "2026-07-08T14:20:35.236809Z", + "iopub.status.busy": "2026-07-08T14:20:35.236556Z", + "iopub.status.idle": "2026-07-08T14:20:35.240085Z", + "shell.execute_reply": "2026-07-08T14:20:35.239208Z" } }, "outputs": [], @@ -136,20 +143,22 @@ "start_time": "2025-10-06T04:10:39.081405Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:29.109093Z", - "iopub.status.busy": "2026-06-19T06:03:29.108956Z", - "iopub.status.idle": "2026-06-19T06:03:29.120212Z", - "shell.execute_reply": "2026-06-19T06:03:29.119162Z" + "iopub.execute_input": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -195,10 +204,10 @@ "start_time": "2025-10-06T04:10:39.184676Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:29.121931Z", - "iopub.status.busy": "2026-06-19T06:03:29.121782Z", - "iopub.status.idle": "2026-06-19T06:03:29.125252Z", - "shell.execute_reply": "2026-06-19T06:03:29.124362Z" + "iopub.execute_input": "2026-07-08T14:20:35.324599Z", + "iopub.status.busy": "2026-07-08T14:20:35.324452Z", + "iopub.status.idle": "2026-07-08T14:20:35.327952Z", + "shell.execute_reply": "2026-07-08T14:20:35.327274Z" } }, "outputs": [], @@ -224,20 +233,22 @@ "start_time": "2025-10-06T04:10:39.204753Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:29.126854Z", - "iopub.status.busy": "2026-06-19T06:03:29.126718Z", - "iopub.status.idle": "2026-06-19T06:03:29.130448Z", - "shell.execute_reply": "2026-06-19T06:03:29.129615Z" + "iopub.execute_input": "2026-07-08T14:20:35.329614Z", + "iopub.status.busy": "2026-07-08T14:20:35.329474Z", + "iopub.status.idle": "2026-07-08T14:20:35.386022Z", + "shell.execute_reply": "2026-07-08T14:20:35.385270Z" } }, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_70292/3872929943.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " plt.show()\n" - ] + "data": { + "image/png": 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", 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", 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", 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6dMFvv/0mOrZkyRJ06dJFNk9sbCxiY2PNFo0gIgTy0/HLyS1A9SbBloIgIpaQsgjl5eUhIyMDGRkZAFzL4zMyMnD06FEALmvOyJEj3envueceHDx4EI899hj27NmDd999F9988w0eeuihYIhPEBGCNSxCtN8rQRBqCClFaNOmTWjXrh3atWsHAJg4cSLatWuHyZMnAwBOnTrlVooAoH79+vj111+xZMkStGnTBjNmzMBHH31ES+cJgiAIggAQYlNjvXr1AlPwP5CKGt2rVy9s3brVRKkIghBBPkIEQYQQIWURIkKE/HPA+tnAxQuGFptbUIwPVh3A8f8uGlouYTQeilAw4wiFytQYKY4RTUGxA1MW7sSqf88GW5SIhRQhwni+uhlY9Djw3WhDi528cBde/G0Phs5aIz7x32Fg6bNA7mmpbARBEJblkzWHMW/dEYycszHYokQsITU1RoQIx/92/X9wpaHFrt53DoDE3lFz+gO5p4CjG4A7fze0TkIDZOEgCNWQhTv4kEWICH1yT7n+P7o2uHKYCWPAhYOKSsakBTtww3trUeJwBlAw60JbbBA+/HAP8HFfwOkItiSEhSBFiCBCgdWvAW+1A5Y8I5vkq41HsenIf1h38HwABZOCLEKESRxc6fog0Mq2r4BjG4BjNA1FlEOKEBFCRPAAu3ya6/+1b/tN6nCacJ/+/hiY2Ro4f4AzI1llCIM4sRn4dIjrg0AvjCxCRDmkCBEhA7meBJFfJwJZR4DfHvWflh4UYQYnKQwKYQ6kCBEhAw2vwYc5i/0nyjtT/jstn1cBvdmqMFLBJmWd8IAUIYIIM8zs4jcf+Q/n8wqVE/003kQJCIIgjIUUIYIgVFNY7MSHqw8pJzqzJzDCEIRmyCJElEOKEBEyKG2vQnhg8m1iNIgQBBFGkCJEmEjIOGkEloMrXavATIplYraiQvF5iJCHPqoIDyiyNGEeAunZknw6xPV/cl2g/e3BlUUDfE7IpDQRBGFtaKQizMPgZTth9w2XdSTYEnAjgMFGug0R8oRdb0LogBQhQpmCHGDfEsChYtm0DzRiBgOzrf7+p8ZokCEsThhNjZ3KvoSftp2krXV0QIoQocznw4AvbgBWvsSf1+CpsTDqu0KGC/lFIid1BoHPIhTUOEKkiAeLYxcu4q/STZJNgzHX3mF/vWFuPRan56sr8cBXW/HZ+tCzMFsFUoQIZY6X7smT8SV/XisMRE4HcOm/YEsRkizamYn2zy/BMwt3uo8JYP6fK2msfITh/brylRW47eMN2HzkgnmVHP7LtXfY0mc1ZA6fe15U4rIEma54hjGkCBHmYbhFSEPn9ekQ4OV6wNl/DZXFGMxRFI0aV19d7IoH9Pn6o6LjXFKH6iDPGLDrR+Dc/mBLEtJsPZplXuHFF7XnDdX3kjAFUoQIdeSeBEr8RBT2xgBF6PC5fPR5/U98u+mYxgJWu/7fpsGiFeHIDRU2K1j6VKBLyn8XAd/eAbzTwShxrMWZ3cDGDwFHSbAlCRLhpwiF3xUFDlKECPWsfYszg/4B8+kfd2L/mTw8+t12nQ09NAZvIzC7QwwRPUgfxzYGWwJzefcK4LdHgM2fBFsSggg6pAgR6jmxhS+9ASPmxaJI/WK1LnxPlb5TdZN7Gii+ZE7ZvG3aImRmF+grgF5LwgNShAjzsJLpwEqyhDi2iAgkZJGRMusoMKMJMLN1sCWxFGdydSpCBOEBKUKEiRg8YFpkbFLLij1ncMecjfq/XjmhPdlchIXuu3+Z6//8M8GVw4uFGScw4qP1uJBfpJjOrBAG+rd5oTZClEOKEGEeBjhLM5nf5bhUZM7+XVoYPfdv/PnvWTz9407/iUMIrrGNlDJ9WHSbmge/zsCa/efx+pK9iumMVMo9y9KkX1n0XbSmVJGFNVsZER4EoRO/+/PNMmeCZx44G6pmfJkeOlRWjYUFeu71qW3Ap0OBkxkKifQNw1kXtUSc14ahCoNFlSIiOJAiRJhHEAbMVf+elT4RQYO32V18pUsnXTF2nHIh/cNgkLHKQKnnY+KTgcDBFcCcfsbJw4lZU2OalHGrPFOToClx7ZAiRJiI/k7Qs22HXUMPUeVsxPprXTF2dnyrIrUFn1kQ3qOsi0X4bccpFJZwTt3qUYSK8lz/l4SoRdIL36kxPe3Hgu8lETRIESLMw1K7z4em0qHEmZwCDHprNb7YIN5jKGDj/JG/AlSRNiSfeMaXwCsNgOOb/OT2vYnHLlzED1uPw+Hkv8EjPtqA//tiC15brOxT40v4vbda0e0jJC5MZwFEOEGKEGEeFnX0DBdeXbwXu07m4KkfLOaMbeVB5sd7gUsXgPm3c2e98pUVeGj+NnzpqXg6ilVFXN91MgcA8NO2kxJnFe6X2W3Iys/KC09Rtfmphc61EoGFRirCPDw78b9mAu/3AAqyuYqgrkuei8XmrpAL73vv5+oUFIR1B8+Xp5nZCnilIVCivIxcM/Qx4cbziRgw6a67BCJ8oFZGcMDb/XikXzrFtYrlpToKTrbK6Pp4DaI/jlldrvwVWaiTD6LFwSxHXTeOIiD3FFCUC2Rr3AvPk02fAF/dAhR7+PSEqB+ZORi4fD6ELGGE+ZAiRJiH3NfsgWWBlQNAJPlaUB9vLLd/vAHrDpz3PWH0jf5lArD3N/H+XxZXhAL5qnnebv1Kbog1EqcDOLHZNRVLGA4pQoR5yPVVhbnqy/Do/ZiezsviAwphXVbvO4dbPlzPnW/niWxkHMvir9CzfZg+NWauQuDd6j5afRC9Z6zUtEWG/qmxEFN+PFnxAvDh1cDC8bJJQvjqgg4pQgRhMpFtodFx8U6Hy6n5z1c1Zden+up7aMUOJ659+y8MnbUGOQV+vuJ9XhBB5vfQw/vKpv26GwfO5uONJfv4yzLSIhTsRsnrHrB6huv/7V8bLwtBihARDCJaMzAMucEgWHe3oNiBu+b9jWIVnfxLv+/BeysPKCc6sBzY/ROwYppBEnKgaqCUT1NUUn4Psj2iL3PvkRWmlsxihxNwlAAXL2jKr+muBFv5KWPHd8D0WsC+pYYWG55vSmAgRYgwEZmmqbFD0tePWbGbsKJM2pn/9zEs3X0GxSXKitCR8/mY/ecBvLxoj3KBxRcNlM5kjFRYRAah0O6i5e4KYwA+6g28Uh84t19VWZ5xhGyCoPOeB1Ep+n6M693+YpihxVpEzQtJQruVEWEP76arVkSXb5OW+gyqjjeSd67UFJBEGRc9NsY1M1q46cYUP7LfZF+BL6JfgFCYw1mu5x8mX0QwrSSnMlz/71qgKrnIR0jhtqz69ywmfL1VZInzLcE8vtt8HNe8/ieOnM8PSH2EfkgRIkKHUNWECBGHzpUPEFaZreBBzfQWA/By9IfoZt+FxM2zdFTm0UVb8WYFUCS1lz9yzkb8mHESr/2hEMXbxHv5yLfbsO9MHp5ZuEtV+g7nf8HCmKdRHf+ZJhOhDClChHnIfbYFo0M32zzAGLDhfeDQanPrCQP+74st7t+DGGVI+bTCO8pr4bMV53Gll50aY9ribwWDSriI+sIpQ8tkHteffakYF/KVI3pn5iitTDP2zXv2p12YufRf0bFClQFPhx1/CW1sB/F49Hy+Sk9tB/JkNpkmuCBFiLA0xulMJitCB1cCvz8GzLvW3Ho8kPW/MFG9EBT+0oJT5QM+kXVJfCD/PPDj/wFH1umWQTv8C7q59XHPDCGkCK2LHY8VsQ8jOU+d/w8v1779FyZ+s00xjd37Znu/axveBz7uxx3t3ptD5/Ixd+1hzFwqXgnHuw1IRVzyn6iMzJ3A+1cCrzVyH7KiwTBUIEWIMIbjm4D/DhterOegri+OkAHCKPHfIZMrUI9hPkIGpPCXRq2sz/7kNc3w+6NAxhfAJ/0VcgXJGT3vLGzHN+oowENu0y1C5oyeCYLLGlP7/FpV6U9mXfK7mS3ve223KTx/xlwfLsfWA2vf4SvYi8ISaZ83G+foyvW2Hrb2hsehBilChH7OH3CtAHmzjcoMAfh0Kco3RTGTR74bSys5DnxwFbD39wDK48Hpf1zPyACMfnJqldv8whLxgfPmWBq4kBuZZzRB/GcDjKnDAhahhRkncP27a3AqW9li4XAy7DqZDaenQqNC5kPn8tD1peW4c+7fium4pyR9FCGZpRd6Vic6ipG25F7cZl/iW3+Yhj4IR0gRIlTtnq1I5naZE0HsCN5sw6GYGYBCp/dY3qvAyS3AVzerzuNJgYyvgarsl7KA97oAb7c3xFSkZmpM4BiwNItk+jwAp7VLpcJiZw5g3nXA4qdUyhF8RejBrzOw5WgWnvv5H59znsrJ5IU7Meitv/Cqh5OyTcV93HI0CwDw57/K/i68T9yu1D6Men92fo/EA79gWvQnPsXyKkI87YZWjhgLKUKRztl/gWk1gJ/uD1ydHJ2QZ9IoViKf0Jt8707VWKVs/cHzWJhxQlX5lRjHliIS/LztpN80ssvQ8057JtIlh0StKpIYO93BVbfZiIRXeL88BsTLnRnAoVXAOpXTMRZaNZZb4Nv+ftuR6X73vthwFAC8AmUap7zxXr6PImLG/SsQh0bwrEFpZk4KNUpjeUUWeP/DCFKEIp01M13/b/nUf1qNpt7fd+hfPXKzfTl2x9yOAbYNussygps/WI8Hv87Av6dLlRy196aYwyGylBIp34mTGXjqwG3oZ/P1RRGlDmCHqWXbA81+X6YbhOQr4I4O7UEUVKwkKruPB5YDnw31kMkEi5AB78fqfedkz9m0yJybCSx/Acg+Lj7OKavv1JgHFyU20eVl7TvlW1+U4vlBouijRFgKUoQinQAMlPd6LJcurZS7jJeiPwIAvBfzpjYhTJqv91nN5A8NljfJlVXzb0eN4uN4P2amn9ycISmLLgL7lgAlhSpeDfE91RIc0VvHczoZ/j2dK/YzkcR/Xea7aJjcdj77n1d11lw1tvuUQsBIFTL7vDfzbwNWvQJ8OlSczjufH4XUZ9WYZwnr35POlHUM+OsN15SyEiVFwB9PAXmZskn4PwxoaixYRAVbACJIZB8HMncgKA1K49SYPswZFQWJ3xTZ8a3yeUcJsPdXIP0KoFIKAJl7UCyOWqtuaywViRaMBfb8AnS8E8Bg3yIU/ipD4FC+vAfBlxbtwQerDuLung0wqa5iRsVy9aN/2k97XXLxt6ypCCkhaJkaO17qNH1evBxdUdFmzEfzVbQIMRnL3Ed9XMrNqW3A8LkK+aWvS8/UGJ+PEGEkZBGKVN64zOW8+89C8+pQ+CJatvs0fth6XPZ8yKFwrVwd3Lp3gG9GArO7uw/xdo+iAYOpV0oAuJQgANg0R/K0Ut+ubWpMzAerDgIA3v/zoHJtVlMKVF67qlTLpqI409cx2XTlrygfOOehfDAGzL0WH0bPkM/jB0FWYTB/0Ld7j25q7l+ZhefgSuV0chsee1TBOzWmNvWR8/nYecI39hGpUdohRSjSMWBjS5+lzX5hGDNvEx6avw3H/7PYxpqMASumA7t/5sxokMVp72+u//PPiGXSXJ+Z3aP+qTEufWbXj0DGl2U5/SbX9UR07j6vl5L3ekpUJ3Ozdv8C7F+msSaPa5jVGXinI3C01A/vwkHg8GpcY9+MaPC2cRdqLEKq32Sl2y1x0ndqjAO/z99/2alFR7l2mFf7wdTz1ZXh9RFpAUgRInTxz8kcPPqd3PJ5aX7ZXr4K6r983406ix1ObDp8AcUOA7/61XaK+5cBf77k8lNQVazAV744t+8hiQ7Yr7sMVA7JFlxpotYyIDAn8O0dwI/3ArmnzbsWxlwWuY3vq0urAi1vRgWhSKI+ifaQdxaYPwL4/Hr99yT7mOv/3T+V1ldeHgPw1/5zkpYIJeQsQp6olVr5XfE9pzw1Jmc11YconMCRUa4d5k9mqMrLYzkmN2xjIUWI0MUXG44onJVuriv2KMcLmfLTLtwwex0mq9y00FAUnB81o7Of1bVDO+/UmA4kp8b8yK5GyQO8BonCXIiu5bSK9yT7OHDxgrp0mqaLFScNNZQngZRScUnFNSmRd0bhpKci5LqGa9/mi2isRhFSC28zOJVVgO3HszxLUJ9ZozVJUsYzEtOcJqCrn4hwSBEidBHnyMUt9uVceQTBs4P1bbxflsYj+WrjUe6hu7tth1yt6grg7Ey4naU14K0slPixlMlegsSJS0WOoHagZXU7nQxr98svwxZNsQiC+FpypcMzlI1lych1+cS9Ul+FQOo2ygwK3kqFo0Tsy6LlOR5eDWz348CvA70OwNN/2+3+XbEkiWtftCsTg99Zg2MXLDb9LgNPDyJ1X1fvO4cL+RKWRMIvpAgR0mTuBP5Tsva4uOHoNFxp38lVtGcjLnYYOwh/HjPd0PJUY+Jabe/l83d/ttknjbwyI28R+vd0LppPXoRHvuWb2jSSMom+23Ict34kHyPKt+NX/940EUzyp9CieBj5mqx5w7Vfll6WTdVfhgzqLELy9/H9Uud5PbhjfWlU+HedzEa3l5Z7+eUY//FgMyD45Ny1h/ULEoGQIkT4knsamN0NeLO136TNc9bIn1ShHNz63kps+lvdxoy6WDrF5VRqGgatGlPBsj1nFO+tyMqm0PnPLo0A/P0WaUXBmJU9/qbGXOd/8xd007MYb4uQH8xTUT1kCMS+UnmnXU78zlKr1dYvvM5rnNaVk92ILVlUWNj8xQNyp1M2CcmekfQVyvLzkedR2YNfZ+BE1iU8NF95t3uvbKYi16eQ75A2SBEifAnghpZfx0xDx18HAP/8JHne0Gmb+SNUJOKcGivreZZP4xZHbf3GhauxoA8BcznH+xNNbFkQILpPfvLaBIkvbcMVF7Xl8ftRufnwKpcT/8YPSovyKuv15tpWjwlyw4ABipBHGR//dUimGnX1aFXMy1eP8efPvlSM/WfyVKc3IyzA3kzfLXrk3rZ++54Fvh1tzbZuYUgRClecDleUYC0EcNfkdrZSpctri4/GwnHJ7SP0cvzIAeReKgR+fRjYPE93ee7tFrKP6i5LDjWdK/P4118qtcSwIvwQMxlPRH3FlY/n7fl03RE0fup36Q03L5b7DNkEL+uLiikXPVthqELTYGPAAPXvotJfJK5v3SwNBfq/T5qtmh7P6flfdDoN+wuoKEOUlq0uSvvA+3yi4quQRSNy93jAm6tU5Y9HAVqc+RXYtUDWb46QhhShcOWj3sCLNdWtlPHB3AFETae6JPYxvB8zE61K5JyftVH7k/Z49MUZwN8fAT8/oLs8PTrjJZld5b2RXlnlVfHpXdgUey9usy8R9dEOp4fC4NV5+3sKvUrWop1tP+6JkompJHvx6pcmv7NCwfr4y0PuX984PdqjXpu4XD/PwPCIve76ArciT1oOqQvX4rdk4tSYKnmUH2BeYQlOZV/SPzWm4Xr+UnDgl5SCuRQSLQhgGPzOX3j/zwOi41LtX+q+io5ZLeCoxSFFKBxZ9jxwcqvr9wN8K7oAGGgRki6Hp/QGDhlzug4qOBT2Rgog325W58Qr3X+LD9p/eRDVhBxMi/5ElH6O3HSECqL8BdHzEqxm9la8Fj0bsYK24HtKJDv/8/iLb2rMtK0L1A6spllYpabZNAyAslNj0iit7vNGdtNVJvuHD+2fW4Iu05cj+5JvzDE1aLIIaUQ4tg7/xN2JZ6Pm8ucFsP14Nqb/vsdwuQhlaK+xcKMgG1j9WrClCC6FynP6is6ZpsytS5d5NrdQVW7JTVd9qpC2Lv2YcQJjY6Xl8Od/pdaJtYzrM+4C7FxZtCEIfCFhzJMkOJQ9Nw1xm6RRYdnzQGl1n28R+i0TRaXhIo5duIjmnkWL6lHjLM1xbxTK+3DVQUQ5CzFa4lzMSpev4KioP9TXVQoFVAwepAiFG06vAdHQjpEfqcGWp8FrEn/NTA2Z1ON5TYZ3SKovWEPNRit5qiwdZiiWXhYhA6fG8gpLkOAvEfP5JTjOqZKWHD9yZB0Dkmp7laPGR0jhnMJJNVtsqF41piqVL/4tQupLzrpYhBd+241YFGF0nEaBZNDbl9CmrdqhqTHCFwNN+erHh/KEtYVyx9n/K/iQv1KTHQUDPebpWTmntBO8f9dqP+9BsFameC+flxHDvfsJxwBRFsxTFWpXO5l2mzgtQhs/BGa2BBZN8ipGZhgwZPm8vjhC6pEvg3fzUwCyfWBhiXm+N3VtmUiC2Jp9Jkfa34iUHmMhRSjcMWoPLI2oba6e6R6K+s7USv1NCOks3nDUbkNRhmdyzyeZU+DhY1F8CTZmvC9PYPCyCMmlKr14G8cTy1Hjh6KreRjk4KyFJZNd/294z+uEeRMtVhiwbWUvgsWXlKcJF7AtbpzoWM9XVyANfA7bBD8hpwjNmjUL9erVQ1xcHDp37oyNG+WXWM+dOxeCIIh+4uIMtmdanWA2fkFQPTV2RqW/jBHw+r745OdYscTNiU0S9Umk06Dgdn+p1OG0+BLwcn1MOjhKMb3UfRK8l7EHCy7fE46pWD4hNOf05ETWJb4Mh/50/S9lyVFs7zLPS9XUmLrrG2VfhGtt61SlLcNT5DUKjti8u8+ryldGAedmsv7MkNwCSDPauQBr47xXtzLUE0zYEzGCCSlFaP78+Zg4cSKmTJmCLVu2oE2bNujXrx/OnJHfODAxMRGnTp1y/xw54n/biIhHxwDn3alLjuESxzKzC1BQ7MDrS/7lqu/AWSnHaHOVP97S9X4Vq3GWPp2txoTOXLuHZ+4ESi6hRvFxKF2N04ipMbMehUTdhSUO7DieDcYYsi8W47cdrsGC523mEtegjwy56Q+/GLZ83piAig2FE3g2+lO8E/M2VxmeVzGCxxFbhI5nseF94KU6rpAa7uI0lmfw+/5Y9Dc+xyZFfYkbo/70k5PcqXkIKUXo9ddfx9ixYzF69Gi0aNECs2fPRnx8PObMmSObRxAEpKamun9SUlICKLEFCPDU2E8ZJ0V/q+5PGMO7K/bjrWX7oLY3OXbhInrPkOgQTLaCiQ1C5nc4aq7mbF65RU3Op8gtaUy8+1gs+JYkM2aFDpZB6q6M+3QzrnvnL8xbexgPf5vhPs6niGpMyxg2Hb6AHcd9LQv+ShQ0f3jIL5/ffUoiRIRsPcbEEaoC3wjIniR7nNfWQrXm8jdXXrrA5NeHNZUvIgBW0rujfjW9jkgjZBShoqIibN68GX369HEfs9ls6NOnD9atkzfF5uXloW7dukhPT8eQIUOwa9cuxXoKCwuRk5Mj+glpGHMFVZwzANg8V10ew9qyINkJSQ1MDAz/SHXeCmw7niV9wnNHbhm5ZFHR+fvvWA1WxDjLE/sIMdHvAgBElU8Px0F+t2q/tQoC/j2di5+3nQzoDvbP/LhTHCiylLLo1J+uO4Klu8utxDyKkESxqsgpKMYNs9fhunf+Uk5o5DgpaRByXeu6A+fVVy4nU95pTnGk7nPpsVWvISPubtxq990CxJA3R83UmAHvqL8idp6Q6cMYAy5l6a6fMIeQUYTOnTsHh8PhY9FJSUlBZqb0fGnTpk0xZ84cLFy4EJ9//jmcTie6du2K48flA9lNnz4dSUlJ7p/09HRDryMorJ4BHF0L/PygrmIKHfyjhNq+p23hZthUbNCoquzckzInSvN5/O7g9URWqld1Aj40iAisfw+Y3R1VBImvdFt51Ix46PPN6vvGKtz/1Vas2ifn22G8grTkn0yUKLyLh8/ni/7mcZb2p+R2te1Ew0ul0c49nvP5vCJUQAFqC/LT9HJoj/cnPzUmaZiQs1bITY19fr1HTf7voWgbFG+WPw8AeDH6Y7wV/TZSCg+LTqfhHN6KfhtthcDtc6gHuftxqVjmvVwwDni5LnDM+G2DymUitBLWcYS6dOmCLl26uP/u2rUrmjdvjvfffx/PP/+8ZJ5JkyZh4sSJ7r9zcnJCXxkq5LVqSTepvZl58LcfvRrLsFwn0iX3D/yBDv4LgNwXLz9tp/6BZY/0RI1KLitJTmExEv3kEU2NSV6v+PpUd1CrZ0jXp8LTyueeLnoCAHB/1CVxGi9hKgiFCrqKH2dpD3aeyEZPuWLMQEHZ9FYcpd836aeipMMmIQ9fxrwIHAPgvA3eztKrYyegmsBvQY4rOAvMv507n5JjLl9Md2OGUOltH3wZbF+HXkf2io7NjJmFy217Mdiu3tFa7MyvRtkN4sKRHaW+PmveVJfeUQJs49vjj9BOyFiEqlWrBrvdjtOnxeba06dPIzU1VVUZ0dHRaNeuHfbvl//qiI2NRWJiougnpDBijlqmjGKH/47k8gNvi/7mMY5UKVH/NX3Lh+sN6dZyC0vw2bpyB/qXfvMf3t7/1Fj5V2FFXJINKufZkWccywKWPSeZjtsi5JHe0wdIQJlPU3kC5akxa35juq5A/U3hcpZWKLayp3XNK3BppYO/aFKCAKDJ7neA3T/xZ1QIqMjjd1ToRKlvnj4kFU6Z+5nouCBKVF8wJvZXIKdoJWo3TtXa9DHw03iuLFYIVRCqhIwiFBMTgw4dOmDZsvI5ZqfTiWXLlomsPko4HA7s2LEDNWvWNEvM4BPkWBntj37i/r2EASez1S8NZpxKnNZOT//y+fLfcwskYvGUJqiFs9gVNwZVWJbfMofOWqOqPjWknC0vy3NaSO0Xu7teibPcztJewp/kXSoug7pAfW4hDEnpcz88rq3auhcVcgZyrzGFK5ARY9/pPO7VmtLFK/gI+c2rk9Lrlrp8Q32EyhRNiXM8U7B+OSLfH8hDipBWQkYRAoCJEyfiww8/xLx587B7927ce++9yM/Px+jRrl1fRo4ciUmTyqOmPvfcc/jjjz9w8OBBbNmyBbfddhuOHDmCu+66K1iXEBT4fUz0b5YKAAfP5kmv6pLBaYkVSeW8vuRfjPt0k48fUdlfD9gXoOHXPVCce9YrJ8OBs3n4n92P46xKeL8ze2682/27zcMaJTMZpFCvL3JTY2p12MW7MhGDYlTQuEM3UOqCzzGocb1VKotlzIndp/hizxjKrM7AyS0SJxR8hGQoMihYspQioEaMnEvqAnsqP3Ol99hYBUGAE1fatkscV1GP2gdj8eCP4UZI+QjddNNNOHv2LCZPnozMzEy0bdsWixYtcjtQHz16FDZbuW7333//YezYscjMzETlypXRoUMHrF27Fi1atAjWJQSci0Ul+G3rcdzAk8lPY80tKMY3m45jQMtUpGmQSa7D4LcIaahcArlay6YL1uw/hx5NqnvU66p4YrQrAnb+mncR7ZFv69EL+N8HW/CAXaWA+eeVd3rXcZ2SX6lB7GTtNgGbYu9FonARTQvmohAxGkuSvoYWwmFURAH+Zs3cx2wq9rtSLrXsXPmbsjDjJGYs2ITVsQoZVJSpmbMyU7gafISMmgLVahHKLSgxbCRSrk3/kxAgYIR9GaZFf+JzriL8WzvzCx2oqKIeB2Pc+xdb6zMytAgpRQgAxo8fj/HjpedOV65cKfr7jTfewBtvvBEAqSyE1yC3+eh/KC5hnE9aeZntsz/9g++3HMf7fx6AkWsgGKeBUtWu7BIofbl5nhtuX4njrDqKSjqK0virdck/ZYH8VMj33xHgzdb4PaaWbBLJ61SpNIotQswnW5mMxQ4nou3i+y89zaCvuxUEAYnCRQBAA+EUdrO6/GWAySpzv8U+CQDoVPAuziK5NL161FqaFmac4Cg1gJRNGUq9HzLvjFZFqJ5wCvWFTADNgEv/oY6GFXOG4Z4a831+Rur9DAyDbNJBHxfHPoGDTmW3iz2nc1UtBzl4Nh+NOWUT9TfBjPoegoScIkT4w/yv/VX7XFNBZ3ILAQ07lsgpCH4jGXthWAcn02m8Gv0BAGDf7kJg227g+g+A07vAqrUVy2GPFv0tlH2VKy0nBvBI9LfAnvYAgMY2+YFVzdSm3J0TW0PKhjzfAn/YegI3dhSvjpSq1981+SJOr32puJcc3j5CRfmiulKECzjLkl1p1c93+bEIef7O+7a6OJ9XBM1GMFXwW4S0XQmwMtYVgHBhVjPg5TGYFi2Vyrj+SGsgcy0SMMi3Kbn7VVO4gIMwxv80r1DnPoA0tcYFKUKELwZ9Tch9acp3MIGxCPF+ATfe8Zrrl+kuq01MzykAmpYnsHmPbGWDkZqe2/+0jZ4+Tews7UvZManNRrMulRg+aNsNeLcG2jeI723OCeDFNMyJbus+5FmLquewYjrw90dIrvqUbBLP90ZwMmuu0tHwskg7xTOJeyitHlTN07/iTA3Kr46atqb+3lwqdiBe5pw2TyUeeG3jLiz5PoYIIeUsTajAq7GLF0urRVmBMetjI2gWIQ/UdCYxGXPFckSJtQXBaEVIRwfn7SMktay6kXAcFYr/k6jXeGwGKEJPRX8JkXSl8VautmdIpldV458vARfPYeA5X98P6ZI4VqIFdHyScZb+/QnVHzjHdq1FpxfEEaC/jHkBX0S/CKnrLrbLqQzqB2d1baU8zWfRL+Jq21alJB7H+B9AsYbgsapQIYtUvC81iLLQ1BgXZBEKO8QNrULhedVt6sjRI6i77img9uXGi+WBrLO0BXyE1JYgwssixBQdVr1R0zFq79RsgthHCE4His4fdRt66guZeCvmHWAVkN3lHJJEkhnQmXo9I5tBc2P+ls971ioXx0kPGw+dR3W104SBHJRKRfJ5Zza8B8RXlcziZOJ2l56zBUmFBwEPR/D2NlfstarFOTiPJJFzf3FUgn65VTDgZHmMsivtO3EldpafLPMRMsxeIx9wU6ld+GszHS76X0kqyNbuLx9ZhLRCilC44TXwdNj7GjqofMpFvz4OnP4d2P2zYjqz+vUyi5Da4jVtPWEY5ZXL+ggZYREqkQ94qAbvOEK1l96DmFNL3cc62Moj/LaZ+gcOe/h88ShCapU1O7ePkTTRzPO+yNediDz8X5T6YIVKW66IN9u1arhJl5B1MhdLnFMfQKGlcEgybVkJFT3CHxTbK/gTxy9GDeLsUg7iUIgCxCIKJXgq6gskHskD6tzEVU4S8oALB6XrMPnJ2+DU38eSjxAXNDVGuKlYwLfJolYEMNxqX4b2gjiIG28HY5SPEG9UXXv2YfSzbfI44D015lJuVAVYy1W45weWA9Oq44rTX4oOtxH2A7nqIvF6xxFK81CCAOM69eiSfP+JYMzUGA/Toz9CU5v83oLeZEv4Sknh+mq34GBT2ia6b33E99xF6f3gpN4B+c04XOVHoTyyNhOUvrQCeI+KLiJuRj3siXPFlbvBvgqjoxaj4bJxpaLwycI+7sstghHtyQamyQoszmHBd9PCkEUo7FBuALd8sB4DW6VCw85GGiSRbsw9bNtxlX2bRHo+vVxrZGkjBrD3Y8rDMjCfrQ44LEIb3pM/98M9AIC+x8XbliyMnaxKRgCwey2f50Ft6rpCJu7661bpk9nHgMIWQGwllwxm6EEKhXa1/aOYhzGGSQt24KXSw2qnPSypBAHQMgDy+ea5nKZFjtRcUb7lStX5YjAG/HdYVGKqcEEutSqEfO9AqWUlm6vMa/cRsuo7aX1IEQo3/CgH6w6ex7qD53G7xLL3anl+9tkSVFXhlwYy+wqVdchKxXtGn9Y6NWZ8N+a99ULZUYN9kRRTStelTwZ19d9iXyF/8vsxgD0WeMYVY8bTRci4jlveolHiJyxdxrEsfP33MbwUxyuT+lVjngq76UOVBqVE2iIkLWkUnPgl5ikUikKIyl+V2ntk1+nHdeBsHhrGl3+QSFtj9d/9YoczIIqQ7hpoaowLmhoLO7Q3gBjHRcXz9Qp2l8Zr0YdcMy87rt5HSOvUmMF4WyR4fIR4ytWAv73GlPCbuiBbXTpHIZxOhh3HszU/M60oKkL7lyFx12eaytX6ZEyfGDRo+bwcbWwH0NJ2GB1sntPJ+p+p3rYyfPZaZBzPdv/NE02ch56vrjRdmbWBoUbBYQ05SfnRClmECNVULjkHzL0WgHysFU/kmqXegIoj7YvRxfYPTjneVZWeB00dsvfKqFKHYL2bMJY4me4GKlKEOEfhKp67rUux6wc8HVWAYhVSvrtyP177419UihEw2OjPL4kLK7tqh9K33ufXoyGAlsI0j3yhPzV29PxF1OHK4XvNTW3HJNNKWW6Uw/uoXT6vn+V7z6Ft6e82MN8o6AYp4YGwCFUvPKIhnydWfT+tCVmEwg2zv7glN3o0BqePr400z0XPwwD732h46jdN9QTqq1zvYFliwEetd2RpHl6K/sjn2BW23aK/74r6XdXA8GapQ/rFIp0RczkpZv53bEoTzrt/j1ba880DgWNqrExRG2ZbhY9iZqjLoxXG0ONVhalKqSwSx+6J+kUyraSlxZA+R18ZAphoxZ8AZprCYv6qMQPuJ02NcUEWobAjdBsAbwcTXeLHYhE0eOIIKWDI1Ji/eDuBWcVV7AjOe+lQsXWl5x0QT/mIEccmUv98y8akGTGzVebQgVPdqjdPrrJvw6eYriqtdHRy/T5CRlDiYQEya2oM8BdZWn970hr3yrpWSutDFiGCG4dTXycjOzXGOF9HjatVpGr/Y1cmzuQWSJzhpyyOkJmdsVr8+Qg1FE4GRI6mwlFZGXTjdMie8ucsrRVDvtrNoKRQU7Ye9h2q0kkP0kb4COnP76lr2yRDK4bK1JjWfJ7XZ9H306KQIhRuBMAk+t9FtV+dnHGBONPbHQUYaZcKHMfPuM824/IXlhk0UFunw/W315jaAVAJNVe7OPYJxIDfWqGGIontENSuGuNBvPeW05pf4MWXTC1eSgG0MaXpRLU+QvqnxkqcYh8u8xQWhQCegvKCEzXwfkDFw5gPuEiGFKGww4Kds0p4FaFOh2bjueh53PUY3j367O9m0KoxruXzcse1xxEymgooNGVoyjj2n88xG5yIQglKZLq4whJPKxL/ffk77j5cZ1/Hnc90NFqE1CKlCF12fL5CDnVP3Ih309ciZIyzdE2cx/vRr6Oz4PKPUyqlXelWJHrgtTb+E3cnAK87TT5CXJAiFG6EcAPILXQNTkqdoucZK0w9KWHG8nmn90oYvzKol+fFKF/naDXo/fJORD7eiX4LA23rNeWXuq5vYp7D/riRaGuT3ibBMwaVWum967k/6ke1GQNHibnWAc+968qofUFeIVS/6ao0H0TPQFVky5z1hOH2zHI/J8l6NfhPAcBr0bPRz74J82OfL63Jms7SNDWmHVKEiIAj142czC4qPR+8RmxEF1cmv14/EiPuAo+yeGvUck11qB0Y5FZazYiejWvt6/FuzFtIAP/UglTtsYKf1V8GRENWTUBfZ3MrmxT1pf9EGpBr833tm/FU9BeqymhSsN39u897v+M74K12mmSrJYi3JjF/gYGWZ8ixipHwgRShsCN0G0PZ1FggHVEftH9veJnMqICKhqxAMbI0aVRbRrwok+ca+2b3sUrg93HRcp8rXMrkzk8DDVBFyOPMoe6eKbX5mvC/VYb3u+3jLP39GFVyqCEQARV58Xk3Q3hmIBiQIhRu+GkAV9q2IxXnFdMYJgq3s3TgX8eHor/X7WyY+Pt9ksfNUOh4S7R57PYe7IHc2yL0a+yTeCHqY0PKDWZ+f9CQpA+p6Ti/ecAQ2DlJbRw+5xupX5siZNI+fhECxRGKMD6Lecl/IpORa+blW2yYPXRIOzdrxTu/Yc7SBvdswVaEpBgRtUx3GYGyINJAowHGsOXof2ivkGRi9HeKRaiZ3vVOY+SqMe+3i3dRhxL9Zq7CXq9RWEs7deWxXvsOFXR9ghcU0LI962H9xiDXjTjdipA8dsEMK4s5WyeYMTUWqACIoYVeRZYwi0vFDlz/7lpdZahRdP+Ifdwrj5kBFY17YwolwsfbjOjjaGqMC25FyOl04vnnn0etWrWQkJCAgwddqzKeeeYZfPyxfjM3oRMLNQA5SQSZhl5uETLbkVXw+ovBBicqGBSP45tNxyRq4SfclB41V5Mq+PcH0VKuEvdG/aQypXXaVqiQX6B/S5UqyPGbxjt+j3RARW34tkOzAyry939cW74QPnArQtOmTcPcuXPxyiuvICYmxn28ZcuW+OgjbctvCQLwnFIyG3GHYQPDgpgp2B13J6oK/jtdf6QLZwAEbmpsZvQ7sEM+urK7OAt0lP5k+CF2CgbYNhhapj9a2g7ryu+PIO0uEjbUt53mzmMTzAyoaC5apPbd8oVeOh64FaFPP/0UH3zwAUaMGAG7vTxqa5s2bbBnzx5DhSMiE7MH7JvsK33qa2s7AADoY9O/qewX0S8CMMjE7YVU5z7UvhZNbcf95g32sKD2ub4X8yaXQ3+gFDyt9Xy/5YTBkoQOwVK+jbQqe7c581eNabMIEdrhVoROnDiBRo0a+Rx3Op0oLjYnhD7BgYWmxngJlEWom32XZL2AMb4FZQqQFZbPi0sL/rvhHZNFjolRyg60ngTagkjwEQX902O8mOlAb/bqVq3L50XtO4THgWDA/URbtGiB1atX+xz/7rvv0K6dtoBVhJGY3wDeiX5TVT1ypmnmJzpyoCNGe9ZnN7RuvQEVg23DMRYBwK8xT6pKaxf8T/WVYfaqsXvtPwMIvkUtNGGIDpIiZNZbYXYPq/WDxQofOqEK9/L5yZMn44477sCJEyfgdDqxYMEC7N27F59++il++eUXM2QkLMa19g2YWpyFs6hsaLmC1/9laIk2rKVe1+9GrhrTx8nsAjTx+lSJ5lAQfOUJfkcZJ6izGvPcO7Ov69Go+XjPMdjUOsKVgmJHUOKD2eA05EPCDkfAP0istPFzpMD9hg4ZMgQ///wzli5diooVK2Ly5MnYvXs3fv75Z1xzzTVmyEjwECCTqJ6uQY0tyZMXoufoqM0/nhYFIy1CVtsLLdgWDZ4OfrCNZ8m1ue98eVgHrfUE+84Hj0tFgbcGAcbFEdoRexca2U6KjllxrzHBWyqaGuNCU0DFK6+8EkuWLDFaFsIQAtMA9NQi341I+9b0tW3SUZt/htlXuX83UhGy2vJ5K1iE1BLFEU3YbDWDRxbCGhg1XRovFPocM1sRGhf1K3ceWj6vD9piI9wI2JcAT2fAFP7yxbsTM7vjmRT9lfv3FA1xbOTQq1SFm4+QWUp6oCxvNNDw41rWrf++PRr1NVd6c32EzG2XN3h8mKlFKvQqoR5ui5DNZoOgEN/E4dDuw0CEDmo6A96m6C/idCCI0eGD442a2D5KGN2VBXsgN+sphpu6GG4Y8d7dpzropQsrRZb2t8WIEZBFSB/citAPP/wg+ru4uBhbt27FvHnzMHXqVMMEI7RinakxAa6lsw4vw6O/bsS7QQdSETISvRah5rZjBkniIth30ayOOnBxhEKDGvgv2CK4CdbgfGfUIux21glK3d58ufEo2kcHuFLyEeKCWxEaMmSIz7EbbrgBl112GebPn48xY8YYIhihkQA1ADVfRS1th7E/biS+LunllVca+ThCoTIEibGas3SwzeWhrAh1FPZggP1v0+sxgic8pnqtQDBa7w32VXjeeZspZVtRx/C1CFlQSAtj2O7zV1xxBcaNG2dUcYTF4WlmN0etFP3tr2P0ViAi1SJkNDUN9H/SglnxfgKhcH4X+5zpdRhFAi4FWwQ3zWxHcYP9z6DUbZYvjxV996wnUWhhiLP0pUuX8NZbb6FWrVpGFEfowjoWIV7kvuyt2PGowWqK0JSoT4Nav1mWG7MDKurF2tKZS4qQheei5wWl7lB1ltYCLZ/XB7dFqHLlyiJnacYYcnNzER8fj88//9xQ4QgNWGhqTD6vMt4DZqg2aatNjVUWcoNa/91R5gRctboiRAQH8yxCfATGT4qcpfXArQi98cYbIkXIZrOhevXq6Ny5MypXNjbSMKGF8GsMwYhMawQUf0bMyChzYo8JJmxuS4Q+dQX+Xev9URXZPlP91oTaBA/citCoUaNMEIOIJOS+1MqO7me1cCV2+k1vdaxmEQrV++iP2io3ciUii9FRiw0vc6yGYIeBwCdeE02NcaFKEdq+fbvqAlu3bq1ZGMIAArbFBjNtoPcesEN1ALeajxB1jZFBlM74VYQ8Vp1+8vERIrhQpQi1bdsWgiCA+RlkBUGggIpBJzANNRol+CXmKUPLLF8+T3GECEIrV9szgi1C2GJVdcNXQbOmwmZVVClChw4dMlsOIsRYFfsQKghFAanLqp2PP/RGljaaRME6y6oJIhTR0hcNsm0wQRIxAoBr7etMrydcUaUI1a1b12w5CKMI0NSYGUpQ2VdNuMQRamU7HGwRCAsQqoo84YuWZ9nLvs0ESXwZH7Ww/A/yEeJCc0DFf/75B0ePHkVRkXhAHDx4sG6hCO0wFrrd7t1Rv+Dnoq4+8ofuFREEEU4YrV60E/YZUg5NjemDWxE6ePAg/ve//2HHjh0iv6GyJfXkIxRcnIzBHmwhNNKy1ILiE0eICRQ6lSCIoGN0KI8fYqcYUg51j/rgfqoPPvgg6tevjzNnziA+Ph67du3CqlWr0LFjR6xcudIEEQkenE7rfwn4s/CEi7M0QRDhhVV7Vx+LEE2NccFtEVq3bh2WL1+OatWqwWazwWazoXv37pg+fToeeOABbN261Qw5CZU4mfVXKvlbguodKZimxohQxqpLrgl+mGWDu9I7pgfup+pwOFCpUiUAQLVq1XDy5EkALofqvXv3GisdwQ0LAUXIv2ITHltsEAQRXli1L/LtUa0qqTXhtgi1bNkS27ZtQ/369dG5c2e88soriImJwQcffIAGDRqYISPBgcP6epBfvBt1qG6xQRAA+W+EE4xZ82m2sh0UHyA9iAtuRejpp59Gfn4+AOC5557DtddeiyuvvBJVq1bF/PnzDReQ4IOFhI+QMjSVQIQT9YRMNBOOBlsMwgCs6q/4ccyMYIsQ0qhWhDp27Ii77roLt956KxITEwEAjRo1wp49e3DhwgWfXemJ4OAIgakxZRia2I6LjjS0nQqSLAShn/72v9Hf/newxSAMIHT8FeljkgfVcw5t2rTBY489hpo1a2LkyJGiFWJVqlQhJcgiOJ3WV4SU3pTb7EvR3rY/YLIQBEGoJXQUIYIH1YrQxx9/jMzMTMyaNQtHjx5F79690ahRI7z44os4ceKEmTISHPjbD84KKEl4f9QPAZODIAiCB+v3rqWEwDhgJbi8UOPj4zFq1CisXLkS//77L26++Wa8//77qFevHgYNGoQFCxaYJSehEkcI+AgpYdaO9gRBEHqx7vJ5Qg+an2rDhg0xbdo0HD58GF999RXWr1+P4cOHGykboYFQmBpTgnZsJwjCqljVWdqX0P4gDjSa9xoDgJUrV+KTTz7B999/j6ioKIwdO9YouQiNhMLUmBJVhLxgi0AQBCFJyPSuIT4OBBpuRej48eOYO3cu5s6di4MHD+LKK6/Eu+++i+HDh6NChQpmyEhwEApTY+RwSBBEKEJ9V3iiWhH65ptvMGfOHCxbtgw1atTAHXfcgTvvvBONGjUyUz6Ck1CILE0QBBGKhI4iZP0PYiuhWhG67bbbMGjQIPzwww8YOHAgbDZyGrMioT41RhAEYVVCRxEieFCtCB0/fhw1atQwUxbCAEJhaowgCCIUCRlnafog5kK1WYeUoNDASQ2AIAjCFKLgCLYIKqFxgAea3wozWIgvnw8fqCMiiHDjqegvgy0CYQKkCIUZZBGyBrRxLEEQQYPGAS5CThGaNWsW6tWrh7i4OHTu3BkbN25UTP/tt9+iWbNmiIuLQ6tWrfDbb78FSNLgQIqQNQgRTwKCIIiIh1sRatCgAc6fP+9zPCsrCw0aNDBEKDnmz5+PiRMnYsqUKdiyZQvatGmDfv364cyZM5Lp165di1tuuQVjxozB1q1bMXToUAwdOhQ7d+40Vc5g4gwBZ+lIWHnR2bY72CIQBBGxWH8csBIC41xvbbPZkJmZ6eM8ffr0adSpUweFhYWGCuhJ586d0alTJ7zzzjsAXNtJpKen4/7778cTTzzhk/6mm25Cfn4+fvnlF/exK664Am3btsXs2bNV1ZmTk4OkpCRkZ2cjMTHRmAsBcOHMCVzKyzKsvDIyd61Ch82+98JKHHSmooEtM9hiEARBhCXnr34NBbW7BlsMLhKr1kSlpCqGlql2/Fa9fP6nn35y/7548WIkJSW5/3Y4HFi2bBnq1aunTVoVFBUVYfPmzZg0aZL7mM1mQ58+fbBu3TrJPOvWrcPEiRNFx/r164cff/xRtp7CwkKRMpeTk6NPcBn2zZ+EzucXGl5uLcNLNJ5IsAgRBEEEi6rLHwm2CNxsuGwyOg9/OCh1q1aEhg4dCgAQBAF33HGH6Fx0dDTq1auHGTNmGCqcJ+fOnYPD4UBKSoroeEpKCvbs2SOZJzMzUzJ9Zqa8NWL69OmYOnWqfoH9wOyxyGPmbEmSIFwypVyCUEsRsyNGCJWlxgQRfpg1vpiFEBUdtLpVK0Jlu5rXr18ff//9N6pVq2aaUMFk0qRJIitSTk4O0tPTDa/niv/70PAyy9jxwV1odfJb08onCIIgrMvRpI6o89CyYIvBxeVBrJt709VDhw6ZIYdfqlWrBrvdjtOnT4uOnz59GqmpqZJ5UlNTudIDQGxsLGJjY/ULTMgSqkvLL7EYVBCKgi1GSEDTnwQRPJyCPdgihBTcihAALFu2DMuWLcOZM2fclqIy5syZY4hg3sTExKBDhw5YtmyZe5rO6XRi2bJlGD9+vGSeLl26YNmyZZgwYYL72JIlS9ClSxdTZLQKVh+CQlURosGdB7pXBBEsWOhFxgkq3IrQ1KlT8dxzz6Fjx46oWbMmBCFwHd7EiRNxxx13oGPHjrj88ssxc+ZM5OfnY/To0QCAkSNHolatWpg+fToA4MEHH0TPnj0xY8YMDBo0CF9//TU2bdqEDz74IGAyB4PQVDOIcILeQYIIHowsQlxwK0KzZ8/G3Llzcfvtt5shjyI33XQTzp49i8mTJyMzMxNt27bFokWL3A7RR48ehc1Wrgl37doVX375JZ5++mk8+eSTaNy4MX788Ue0bNky4LIT5ZCtIPwh6xlBBA9ShPjgVoSKiorQtWvw4hOMHz9edips5cqVPseGDx+O4cOHmywVwYMNobkfGlk51EOKEEEED/IR4oN7IvGuu+7Cl1/SxnOEdurYzgZbBE3Q4K4eUhoJIniQRYgPbotQQUEBPvjgAyxduhStW7dGdLR47f/rr79umHAEYSVIEVIP3SuCMI9BhS/g19inZM+TIsQHtyK0fft2tG3bFgB89uwKpOM0QQQaGtzVQ/eKIMxjL1OObUeKEB/citCKFSvMkIMwFJqYIIILvYEEETycAi2f50Hz3dq/fz8WL16MS5dc2zlw7t1KmIhAz8IU6K7yQBYhgjALfxZXZtMUIjBi4VaEzp8/j969e6NJkyYYOHAgTp06BQAYM2YMHn44OBumEWJsAg3ZZkDTPQRBhAIUUJEP7rv10EMPITo6GkePHkV8fLz7+E033YRFixYZKhyhDTuN16ZAipB6SBUnCPPw1xc5ySLEBffd+uOPP7B48WLUrl1bdLxx48Y4cuSIYYIR2rGT0zoRZEhpJIjgsb32rWgdbCFCCG6LUH5+vsgSVMaFCxdos1KLYCerqCmQlUM9pAgRhHko9UWDC59HbgXlVWWEGO4h88orr8Snn37q/lsQBDidTrzyyiu46qqrDBWO0Ab5CJkDDe7qCcQbmM/ow4uIPEqY8rBdiGjQpAAf3FNjr7zyCnr37o1NmzahqKgIjz32GHbt2oULFy5gzZo1ZshIcBJlcCM45ExBfdtpYwsNQUgRUk8g7tUZloz6Ar2XRGRxReEsxfbFIFBPxQm3Rahly5b4999/0b17dwwZMgT5+fm4/vrrsXXrVjRs2NAMGQlO7DZjm8ECx5WGlheqkJ1NPaQ0hidFjAL1BZtCRCueZxDIIsQJl0WouLgY/fv3x+zZs/HUU/LhvYngUiMhxtDyaFArg+6DWgKhNNJ7SUQi/tqWk9oFN1wWoejoaGzfvt0sWQiDsBk8DFHDIvgx/50hRYiwCgsdXQNWl+u9V373aXKMD+6psdtuuw0ff/yxGbIQhmGsIkTBuVyQQqieQCgpAk1WGkomqxxsEUKWQL6JfqNK09QYN9zO0iUlJZgzZw6WLl2KDh06oGLFiqLztPu8BTB4i41wUQByWAUkCpc05ycLBBHOHHCmIdX+X7DFMIxiZke04AhIXYHsGUj9Nx5uRWjnzp1o3749AODff/8VnaPd5y0CcxpaXLgoQhuczXGNfUuwxYgIAvHOkGJKKPFUyZ2YHPUZEoQCyfPnWSVUFXINqSuQ1kknWegNh0sRcjgcmDp1Klq1aoXKlcmMGimEiyKkd+CkgVc9DuqsQ45wszS4lpHLX1Wo9mvqVo2F5rUFC67eym63o2/fvsjKyjJJHMIYjO7SwqNR6VVkHi2+2yBJwp9QUhpfLr4ZBUx5cIkEQumZqcF/PB3jrjew/mr+5Q6vJ2k+muIIHTx40AxZCKOgqTFT2OxsHGwRQgaHn+i3VuI9x2D84OgebDFCglDqCZxMgA3yfaGRil8WSzCsLL0wgJylOeHuraZNm4ZHHnkEv/zyC06dOoWcnBzRD2EBDHSWvq1oUtjMSetV6MLti9lMQsVHaJuzAQBagQaI7+e4ooeCKIkx+LMIGfnElzg7GFgaEWi4naUHDhwIABg8eLBoHpIxBkEQ4HAExkufUMKYJn6cVcNfzlaobz9lSHlaOM2SkSJkGVIW+QgFjlBRnv9ytgy2CJbB03qyzWnNXQKWO9rianuGqrQuZTwwCm6g3vexRRPdv39acg1GRi2RTEc9FR/citCKFSvMkIMwEoMsQlFwKbXBVAAOs1QDFSG9+al7UUuoOEtb9ZleX/gsFsQ+G9A6PQOxFvMPDQHhU0df1YoQg83w4LLydQWGApTvGjC5ZDQ62faiue2olyzkLM0L99ves2dPM+QgDMWYZpmIiwDUf+0wwQbBQP+kfc5aeKjo/7A27gFDyiOLUOAIFYtQGVZ7sqdY1YDXWYLyfcSKLKoI8bRBBij6CBmJ1foG0oP44H7bV61apXi+R48emoUhDMIgi9BWZyNXcapzGNv67i1+ECdRzcASleXb56yFxrYTsufJi0Q9gVCErDb4GEkwFiiIFSFrrqLjaYNO2GAXlJbPh5ayLoVUGwjndmEW3IpQr169fI55muHIR8gCGKAIHXSmYmLxva7iVDYso5uf0R2Vv8FldPGj+Ct2gqF1RiqBcZYOXwKtCGV4+QQVw5q7zPNahJQwcvrWasqHtaSxPtxvwn///Sf6OXPmDBYtWoROnTrhjz/+MENGghv9Q8T0kltxGlVKSwtOswr0YHCc1VA8b7XOzsoE4tl94+hleh3BItDWihIvxScY+wuq2euMpw36u4dOFvrtWbanp7kxLrjf9qSkJNFPtWrVcM011+Dll1/GY489ZoaMBC9hsteY0YMBKTKBw+yB/OrC17DS2UZ3OWXvhNWWzwe6zUlZR24veiJg9d9V9DDuKnpYMc0VBW9zPSV/7d1Ii1CjGspxhHJYvCH1qOnDGMgixIthb0JKSgr27t1rVHGELqzVqWulbDB9s+R/+NPR2oDyrN89FAY5wvFBZ6oh5Zh9rw+x1LBWbAN9bVIBMFc79bc5texw1vd7zZmoaujUmJHKer/LaiqeN0rp8lbY5e4HGYT44PYR2r59u+hvxhhOnTqFl156CW3btjVKLkIPXhahd0sGQwDDvVE/qy7Cs8E51UYJFgRDdbAy0/UbJcMRiyLstY8yrnANBGJwmlUyBBOjvzO9Hin+cHTARyUD8U3s87rLMnv5fDgrQUAQFCHYgmYV61n4Ok6jCqoh229aI6fGjHxH/a1NM+vDIDw+eYMPtyLUtm1bCIIA5jXYXnHFFZgzZ45hghF6ED+bXxxX4B9Wj0sRki8tcHh2HsEa+L4p6Ykbo/4MSt3BwKi7bL6Pi2DoO2G1qbFAS+MIonP0EVZmhTS2jftTPgxV1v08MKPag7qpMcHvLmuEGG5F6NChQ6K/bTYbqlevjri4OMOEInTiFcsnVOPnxArF7g7GCBm0lPEvq+2R33ysNiBrJRDvjJo6BhROx++xk0yXxXgC2+ZKYIM9QDF39MA3NeZPETJO+fOs69HicXg1+gPRebMsQnKl0tQYH9yKUN26dc2QgzASpm4eWQnPHMFShDJZFQ8ZgkN4qCWBJxArcvw9GybYsZsp91dlZVht4Ah0m9vhbIC2tv0BrdMbNW2NybxXB5w1cQGV0Mn2r0d5yvfQSOUkUI7Z3h9KfzuboqXtsE8qi73Olkf101m+fDlatGghubFqdnY2LrvsMqxevdpQ4QithPaqsQ3OZmhV8BEKPcLJGzEw7HPW9pvmusJpsucYBMXzRDmW8OHh0G6sZokLtDSzHddZ4Yn5RakvOs6qq07rOm/O9G0b4UDA6nql5CZTyo00VD+dmTNnYuzYsUhMTPQ5l5SUhLvvvhuvv/66ocIRGun5uOhP/Z1qYLvIQhaNXIiXmxoxsB5gyis7XGnSvI6I693BGuiWQwlBIRJuIDCqfmvsPm+ODEasYPRHoBVJz48OJYKtMFp1+bznpGIFodD3PKeFdIlDejd772u6BGmXFKtZOK2O6jdh27Zt6N+/v+z5vn37YvPmzYYIReikzhXAneXBLXk71RwWj9XOVu6/rbDs3IjuV81VWMsuELpYwkdIEBAXbfyXeCCUgUpxgQ+jcIYlB7xOT9Q6Aqs9F1BnaQ+kNnrlqatzwTu4u/ghzfUzRpNjvKh+OqdPn0Z0tHzjjIqKwtmzZw0RijCAuCT3r7yDUvvC2bjo8aUR6K9TqYHGCBmGd6ilswTqXKyEf3VEQFy0sauhClk0/vHjd+TJIkcnTfWseuxqTfn08FLJLVji6OA3sKFaclkFQ8rxRK4fkDrubzrKyH7N812UUoR4psZOo4ps+k3OJuoKoa6KC9VPp1atWti5c6fs+e3bt6NmTf9TD0SA8LCN8n6/lnj50PNtuqq/BUp/cesvt0/zFO48gVYCQ2HljhqMum+LHR111fHxHWoVEXVv+RWFb/tsR6GE1t3PY6ICv5z9AhIxtvhhLHVKT8uo4Ziz3E9nibMDRhc9ihyVClGg25qh4Rc8Xp+aibE+543yESqAb9neWMI/L8RQ/XQGDhyIZ555BgUFBT7nLl26hClTpuDaa681VDhCB0L5ow215fPm1eZ/sOM1rxtNLIoDWp+VubvoIT9TBP6nxjrU9b9/FQ8liOKaGtM8jRaiTh55Xj4rK5ztcIpVNax8HovQhWg/0Z7VBopVAyvfbFwAA1Jaik7z9CP7XhigW5zQfHuCh+o34emnn8aFCxfQpEkTvPLKK1i4cCEWLlyIl19+GU2bNsWFCxfw1FNPmSkrwYVxTYFLGTCgAzfNB0PDHmyBVoTiUBTQ+rwJtjOsJ5cQA33vsT6fE+2lliM1TWJ8LeHP3JK+ANQ/rwdsT6FLh/aKaXgse/5oVat8EZEABoxdjr/qjXcf47EIRdv1K2hCiCrSwUJ1HKGUlBSsXbsW9957LyZNmuSOLC0IAvr164dZs2YhJYV/6oEwCdHUmL5GwWfWNUIRsgZfl/QK+C7gwVaEArXX2ciix/FpzMuKafxNK/nVa7mWz6vDtaGleuVG69SYaRahRtcA+5eYU7ZO5O7qyKLHsc55mWIab9ba2kNyfqLpIKB2Bzyz6Ch62HZokFKa6hU9h1IGRMUiN658BarZW854wshVmhuugIp169bFb7/9hv/++w/79+8HYwyNGzdG5crGmp8JAzBQETLyy0kNleOj4LntUHqVCjh24ZIBJfN9na9ztkCC4DsVbCaxQnCnxrayRihhNkQJ5voqrVKxc7w/fyljpmz9lGGPBRzi5dBHmPoPPjMtQkecNVDXdoazWLOHSOPL93xX5KfGJCSRSnrLlwCAz379FT1s2yUSaMQjmr/g1tDLBVBrWd7urI/AbXVLlKFJTa1cuTI6deqEyy+/nJQgqyIYGSODY9NVQzpacbf2v7Z+Vntd9RRgVxEHRcXUmHdHyzPYbnE2Up1WDi0WIbXOqGpgsOH/ih80rDw9+FMi/C+fV/Pe+nknBr3mU+e3jp4qyi0VwUQfoWuLXtRWtg7MnDqVep59Cl/xm8Ysvi3poT6xR98ilCnwgqci5P9dfLp4NG4uesZvuo/v6Ig+zVPQvk6ybBqaGeMjsHZ/IoBoXzXmTYnCa/J88QidpfvC3Ybt0eoUIc47wSBw+QgFYz+0u4sewjeOXrrr1SODWWX4V4SMQ3aAT0gBBokDxfLsUSWA4RfHFZok8kdxEDdK5UFPOIz9TBwNXu6ZMw0qmr8csx3XqS/M0yJUVq5Q/nzU9CObnE1FYUvkaFkrCR/d0RGNaiRIiwJShHghRShcMXDVmFTHP7+kF/DoAYyY8IrXGeMtQupQUW8IOEsvdHTlSr/Y2cmS/gCZTL+l2K+PUIC2XdEzzWwDwymPPfNeKr6ZK3+oIXV/pO6YVsuS2vsvCK6ggjcXPY1sFi+dRpMEcoKVv6slgsvPzjOYtBofIbX3RI3c5CXEBylC4YqBPkJSy0wZAFSshgbVvb5KrLxqjBuB695p9wdxsaj2gygEv7Oy0fdL7/vyaPE4FKjcskEJvfdTzbv4i9NlrVG+h9rvh83LVjHbMdg3Ud1urv97TQIu+x/QezJg82/t0facrDtAqrsedcvny7551jtb4FWZ/bj8tRuu++uhCH1b+W5X+SKLkIFDrVD2n/y9IIsQH6QIhSsii5A+jFrxcDG6iuy5zPGH3L8HY/n8jATpaLo8naFeuXlXJL1TMsSQer2pXqk8aNt3Dg4/iVKyWILPfTvg5A+2qt8ipHx+uaOtO409WsbPqkZzXW3JJqiwKd76DTDyJ+DKR4Dhc4ErH3Ypcc1CLy6bdChUbe+n1JSickniO61XGeBShJzlcYQuRNfwEaBJapJ3Ds2Qtcd4SBEKWwy0CBm2fF6+GxPsUWqSyRSrXxEoiPadymHg2yzRCIWE50m9ZtLO09EeUY0/LBloSJlFHgtU3yy5XlUe/4qQH1SOhP/XqyF63DMTqN7MfWyXsy4yb/4DSK6ja0RV9U7EJgANegJ2r0W8MdI+IACw1QDHfCVa1krEHV3UbyViBGpaj6HRoI30QWNS72q5rJUr+vf9UT01Vloss4zlPPQhRShcEa2YCa3l85oUClWDFX+5gYz/Aabt2gO9kkdbOeX38auSq1TlcS+fv+NnQ2TwpmH1BAxtm4ZH+jZFUo06wH0b3OdOsmoorlG68bAOf7s8E/bbAoCHi+8xpdwybIKAqUNa+k8IAA/tUjyt/f1U72StZVMef+e1To2VV+CZ37g2qkZuCqjIBylC4Yqnj5DONijlLC3bSXg1wDMsGVn2qkCzaz3ia0hk8ygvGFNjzP2/9uXzeuGdGivD+PtVfs1afJYAqfvIj61sAydBhSKelA4AWOdo4XFQ+dnVrRqPmTe3g82md8iUZ3LJaEMVgfIzFhroklQ4nBuE2sULnpE85O7/Lj+b55Ywjg9AD0WorJsRTWGd26++LD+oUXIs9HaEBKQIhSseX7F6Pw6Uls97VQrvJniRxeLJel8DN32unNXvYGQECgOLxCnG7SytLwghA7Cf+YmZJIGnhI8Xj9Ulg0uO8hIvMf+bPPrKwwxaPs9xP0d8i5zuT+O+4gc8BNEngzu7joUHx1l1/4k0wDTIwlW+Wt1t5EK/SbwVkQxnA+k6VVyPfBr+e/F2yf9Q5KXsZLGK7t+LeeINS1iEYuwe123zX5bnFdSpIr3SzTudpCh+ayK8IUUobDGuk9S74oEJds7tDgLflOVq5Ll2vXecATjI0nBr0ZOay5jvUDftpBatg633/dRSjr9VY6O71Sv/IyEFeR3H4wISPVLoVYTcmpC+ckx4nzW3yd6TAQDLHO30C9H9IaBBL9EhNc85V2Y5uzfS8YfUU/b85GQqQCzeLBkmOva3s6n7d65pcQlFqFt9Dwdpm3RZU4tvlzz+24NX+q9S4WbQzBgfpAiFK37mpzd6NHh/SPkIdW9cTUW93ojlWOkoD50viF7F4G266tlp8gZU1E2peGudKn0zSjF8oDUg9IJ3Pif4y5TbYqNsBZr34/R59YwaDVRGaTfcQuNnKve2zhqcmVNb4sLEkxhT/IjocKU4ddYPUVgEiSlLKYlTk8SOwv62TlFCafd5Udv1EISnfXim5QpY6aEIDWnnsurG2vxbhApFYSbK0yfEcu1+5QOtLOODFKFwhWOLDValIXDFfbLncyUcPtMrq3MCVYpy6tnpCB5TY9oGdn3O0m3SfVeNuXJY25IFGBBvxwuxMqi/DO+/1QeOK/fcKmNQ4Qu4rugFX9mY1FaTei05Zb+oa0sFMdLvkBkwCGiSmih7fn5JL9lzgj0agIA9znT3sW2T+yrWt8tZF0ecNXB70aTygypiHVWOj0Z8tPj+2U3ex44H7zfRsy2V8EyNVUp1/3pd69JQER5L6uXeRXMWY1AcIV5IEQpXBJ6BR4DSkPcfEjGx6B48UDTeK49cWeqQkysYbbhGYix6NRX7c/D6YeiXW5vaYbQC5lmeVouY79QYPxdYJZ9j/7C6HtsQSMeNKWQuB2+hdicNtfqWp3ZUkVsMYI6CLMApU+73jivxZMkY2Zw2ievx5zC+zNkOPYtmYgtr4pFJhd+LIPhYttTejzyJKTS+yNL8eMrGpaTU7+madrzl6/IpVWeJRwLpa/6PlYdIsE4g2ciDFKFwhWfTVQFA42sAAJeYdETgBc4e+MmpYvsHjb5Aoq95A+ICSaK0ak0QUD3B1zGYRxEwIqCiFtY7W/hPpIKyK7V5DQbnWul3wPYclvzd0SWODphT0h+/Oy/3OSc3/eFZ7sCiF3Gh3f8BQ2ZplFUepYFYgEP2nNba5HAyAU6Z00ecKcrvrVFfGqr7GLGgaqbGDjhrSkaETo6Xdt5Xajs87bJiTPk1cTlLC4IrEGbTAR5CebwPUsvrO92FFU4VvlptR4DZY/Bi8S0+VUohZRsllCFFKGxRHnjEHboANLwaT1d9Hd0K39JRpXLz8+6QRIoQlwWLn6sLX4Nid1k6qnqm4PURkpI7q/OjqvNr5SdnF+DGT4EJOwwpT/DotD+7qwuqtbqGLz/0hSH4xdEZz5WMLI89JKPAVoz16r5KqzjAauH8FU8CFauqkFTpbNn6a7UWIekB3vO9mDOqo6qy/KHHd82wBZoSU2NqnrOUIjSodU3RfbqhaArOwTcac4d68tHpjcBDD9LvH+hpEfJ+N+p0BQbNENUhW1taO5y9/xA+8NoElpyljYMUoXDFc/m8P8Wi1MT9b0wLr1U3SuWrmxp7vkR6VQQAHGIe2y6YFHwMAFY5WuEgS9NkaeJZnSNVeklyfeDOxdz18iEALYa4oiDroEx+z4GqTR1/yoScROK7YUY4uZs61fE6Y2zvXz41phxQcZWjFSYU/Z+PIrSn1WOlcpVzdbMUQ2RjEBAtsxJJTs4y5OLQPNpPfgGFZHkq4jsJgOTUWF7dPgDKI2Tf4vUs5eSXuypp+fyKJ5GFif7ShZIiVHZYbR0qpiHFkCbEAylC4YoKC8ujxeNwmiWD/e99U0S4rOBjLHe29zhSLsfXtZ7E387yLQ287FP8qMrENxwz/yqkfxEYk59CsEV7JZW+iEPOFGQ3v5VDEn24AxkCrsFOgwLpfSVG+1rVrlwBFWPEg4Pn+G7sF7FyYXMcA/Cjs7tIEVrpaIMjzeT9dFShuGpMcK9OkkZe5jKLkPfbfd9V5dt2qNq+QfXg7Ds1durqN4FBM3Bn0SOS9cmuDuOaetfyEhj4EebpLG3WdL8E5GnEDylC4YrIIiTNt45e6Fw4C0htbWC95bXlo0Jp/a5jJ5NcStEFloBNyf3lsoG/KSund0dH5lw+7/pbfRORCgCo2G/XF8cKkZMuF/FwRqlbpffqDfqfpeB5HSpWBkmXoW5gK6NsA1ntaFm8rvw+SK0aYwAe6+9tOfFd3cY88psx1csAxEVLKyL+6tOiINRKknj/1E6NeYmTxSrCGZsEdLoL/6m1QJdXKnmUATjLxFNpWpRhQ1dgVvQIMSJjEfr4jnKHfiPfE5oa44MUobBFbUsweqmlfGHLGj+DN4qHYUjR835KMK5DOCGkYGrJSL/p5KTW7SfAPIdEv4n11QXgujZpussQrX5Ss72FCvxd2ZyScidT1c/f68X1nPIx5ANcZtXYvT0bSiePKl9ooPjEb/1Gn1z+a1DOqSKrt7J0bZuaeOuWdhjW3mM7DRXO0t51bXQ2xRMlvs73jImvSO7xKck+q2QIfnVcjnuKJojz+JWynCKNW8pI0mJo+e8yitBVKqdKY6PL22F0lOu+KzuIEzyEjCJ04cIFjBgxAomJiUhOTsaYMWOQl5enmKdXr14QBEH0c8895m5WaEWkBhYHC/yjL4hOxpuOYTjGfBu//lVj0k3/9grv4jirUVYwV4kMvKvG9MF72UPbupSemzuVx4OJMsATVuTMarNBi4KmZBHyFzE4C967rvumlxoQ+a9c/cdCuSS+G1q+fXNbLHmoB+xR5Sua1jpbyO8J1aQf0KS/9DkRCqvGIMCf/J+U9JM8rkYR8p6qiouOwuA2aajg6U2clA51lJd1Y9EUj/boJZcq/xyZKTMIyEM87iuegEUSqw3Vcib1SixxtMfrxTfgzm71NZcDQGwxi/UNBQFApVYqIKlCNKZf3wovXd/Kb7BF2nSVH33hKwPIiBEjcOrUKSxZsgTFxcUYPXo0xo0bhy+//FIx39ixY/Hcc8+5/46PVxfePeTxaIRSARF/dV7h/l1bo5HJo7X9CZK/6kYUM8WPpiF1lm+LDakSjLJueZVjj8VLw1pjeMd0dKxXufywAYqQzTvgnQE+Qv5wwoZHiu9GS+EQVjrbcNcHGD8doHbVWKW4aFRKqQR4KEKOzvd6lGP81Fgu/PdjU0vuwO1V9iAq54jouFQcIb+UrapkwJiih9FSOIyHmvgqWpJXqmpKGhjYqibwb9nfcv2L0R8m4lS9W6ShyT6X39KnTasDm1VXJ82Qd4GML4GOo4HvlX3G/L0nt1yufjEEqUF8hIRFaPfu3Vi0aBE++ugjdO7cGd27d8fbb7+Nr7/+GidPnlTMGx8fj9TUVPdPYiLvnHSIYrMDN8wBBr+Ds6jsc/oLR28TKjWm+cl1CCM8o9qqLYvT98g7rMBOp+urMFvF/kiHJSxdYE7VK+y49I1bv0ZctB3dGlVDbFS50mvEl6Dv/ddvEfJmVNd6PjV85+iJZ0tGqfLLEiAA8dWAlFaunwrGL6tWXDU2dnl5wrIHZy+fGntmcBsPHyHjGFj4InoUvqF+CkfifdArzzJnB7zpGKZSKREg9f5IOWPfd1VDj/NypfEPWTyKaIxd7A+mm3YjgNG/AvFeqy+5ngvfEyNnaX5CQhFat24dkpOT0bFjeQyOPn36wGazYcOGDYp5v/jiC1SrVg0tW7bEpEmTcPHiRcX0hYWFyMnJEf2ELC2HAe3llq+b9c2grtyrm9WAZ5P17BeiZN7KNc5W3NKotwhJf4PmIh6tCz7E5YXvyua8uehpvF8yCHMcA3zO8VkDFAI++pwz/vm5B24DHGyUpsZ+faA7plzHEQTSQ57rS1dK3X91I9e03d2rXD82m6HL58WeXRLl1urgeyxKOtifZouQxHM4zFJxtEzhllFEBNGqP980ShahMgX10X7NxCfcG5iah1I4gDKYYUGQAgxPgFsfNHyIhOhtChYhMTWWmZmJGjXE88pRUVGoUqUKMjMzZfPdeuutqFu3LtLS0rB9+3Y8/vjj2Lt3LxYsWCCbZ/r06Zg6daphskccKlvggJapaHhVI2BNaTaPc5XjowFe/VOmXp5pADk7SA4qKuZb72yB9c4W6CjskSjUeKWClz3OdDSzHVOd3u4dIZn7GpTTV46PkXhe0s+pWWolUXmvDW+Dh65pgvQqpRY6z8HTU+flkNYvgj8rQenR1jcCy54Dqjd3ZTNhMFJzXYNbp+HLfbGYeVNb4Bff80pyTbmuBSb2bYLEOAOdhtVMjTEG8ao7aSF5NiO1lDJggjBVE6R3ATCpurAmqIrQE088gZdfflkxze7duzWXP27cOPfvrVq1Qs2aNdG7d28cOHAADRtKr/yYNGkSJk6c6P47JycH6elqnQIJRQOvpx+QIKBpirQDofdHn55BjYm+xBQsLgaMnFKdt+BlWxCf9D0+tG0aftl+SlVteuRSwggzsbLypl72qYMvA7DT/bfNJpQrQd51Gu0jVFagv4LLBvquDwI1WgDpnY0VxLMqkTOdtFwNqidg442ugIVSm34IgoBKsVGSj0EQBEUlyL9O472SD1D9vJm8InR1sxrIKyzBqK61gG2+WZulJmJ+/ytw0wfr1dUVcPy/nPJtRjrv+Ksa4fC5fOCA+Lhriw3ShHgIqiL08MMPY9SoUYppGjRogNTUVJw5c0Z0vKSkBBcuXEBqaqpMTl86d3Z1UPv375dVhGJjYxEbK23iJjyQGxxkpge4MCr4WJtbYDvqMayrdNrUinQMFfU7bbdIicfQ/7XFq8PbAF4RBpi37Bz3iFcREnziIRm7aoyrHIlNO+Xr9KjPgFfIXZ7nsnzJ6yjzEYoS7TVVnk2rMFK+NTL3cfg84Ns7fI/LtNNNz/RB9OyKwDmNoskg3Qb4253339e3r4VrW6cBudIzADFRNnRuIPbDUaMMaH0vuTHBRFMpLhrv394ReNbwoiOOoCpC1atXR/Xq1f2m69KlC7KysrB582Z06OCam1++fDmcTqdbuVFDRkYGAKBmzZrKCQnt3PQF8M3tQN/ngc9Lj/H2ARzKgyKxiepXUUn13wZ0knL7T0nRpHocBEFAtF3OshQYpAJD8uJ9BcVMOR6R7JYK0r62MmmD6/fmm0vQkRtArY7Arh/Upa3guyDCUwZvYqPslp4/8X4fMrMLSn/jW1avB7uh90fdVLARMAi0bIyTkHCWbt68Ofr374+xY8di48aNWLNmDcaPH4+bb74ZaWmuWConTpxAs2bNsHHjRgDAgQMH8Pzzz2Pz5s04fPgwfvrpJ4wcORI9evRA69YGRlImxNTuAEz8B2g5zN3PdmtYTTmPD/Ij321Fk4DkusDIn1SVI+rLJJb7mg5zAklKWyGUI3juTeS/YL8ptjkb4OGie7BEtM2Jf3yi62paPl+e56izOp4uubP8ZIL/IHL9LktB85qJaJeezFFnOZJbRFT0/9ElKk/w/sW7lrLK/EVy1qjEdr4bGPCqurRyU8CKg7mW0ZLvWlTXIFNs2XdMm7L3gGf5fNnMJqfMt19RF5fXr4IrGhi4ElGF3LJyalDINIVIiGBCQhECXKu/mjVrht69e2PgwIHo3r07PvjgA/f54uJi7N27170qLCYmBkuXLkXfvn3RrFkzPPzwwxg2bBh+/vnnYF2Cpfjm7i6m1/HX41fjnVvb4abSgH83dkpHTJQNgyWiH4u+5n02afQo09kKmLAdaNDTuwRfARgTl5tcB3j0AFC1kU/Ssk7I80vUEIsQnEAlldO3PIqQir79tZIb8b2zB2aVDAWu/1B10b5TY/x4KlM9it7EEZaK5gVzsP7GDFXTp+/f3hG/PdAdUXaOOE7+Hlcq36rDcmuKxvdA7+tjjwY6jxMd4o2voyyC+VZGOR+hCtFSFkJfH6H1k3pj/rgr0Mm96zyHIqReTBHPD22Jb+7uwvXuGSHNJRjnkhGqi+uCRUisGgOAKlWqKAZPrFevnsiPIj09HX/++WcgRAtJTPlg8Cq0VnIF1EouD+ZYo1Icdk3t5z/6Me/UmOwXOYPPLFPFaqJ4L2q5rk0aft7milmVxSoiWch3n0uMi0JOQQmqVYoDirxFULoWL+EcxfJJecasa2cCp3di9WrXwF+EaKD1UGCB79YGUvjut8RvBZD6ur2EOJRESzvIMwA1k+Jwyj0Fwj/V5TkNJPlKaHUc8rv0OXDTlvKKkIyMhjX00uXzfi7V+/RNHdOBbeVHnxrYHFmXilC3akWvfEyy8BqJcaiRGOchBp8iaBoxCUCR8s4GIpTku+Y5HDq4D7t3eQVMrN0JOP430HQQl2gMZBHiJWQsQoTV0NbQou02jwFOXoExBOaU6RDUye4pRaxHcKPBRdNE6b67tyuua5OGydddJlEIx7U45RUhp48VRaHcjqOBQTPQuX5V+TQKGOEjpOUZ1pFZDabaWdrovl9yakwCGfl02pOkq5I9E+SB75rn4YiqiGeKy6dAuzWsigd6N4an1GN7NPCNUSSBvDVW3XX6mczEPTL7xakiLhnoMp4zk4Lc3R5EzZvfRNOURNF2ObjzD2DSCaCSuv3IVNZGSECKEGEJRA1XYeDr2UTGz0NqsGLMsC8jz1KOshSRValJSiW8fUs71K7sO5BzTTM5pKfGBADZHe53RVAuQ2J6z5t+l6lfUenJP1FeCp2BW2xI+u4AyIPE7uZBRiqytKZyAmExkpHR8zn82+9zyTQ8yL4K3R7AppszsIvVcx9KSYxTPb2kerm32ijtABrW8N6zzvO8jmdSVYMS5S23199x0XYsmnAlXhrm4b9qswGx8tegXB2pQjyQIkRYDqWB482b20qf6HIfAGCxo6PHQabaSlAeTVmPjxCnI623cDIWoaQK0aiXng7c+xcwfhMwehFQpT6nbOrZH90EGLMUmFgWIFL/8nk1OcxH6+DnT7bATY3JSqJiaiwrtZvh8oiwyawMVGgDN3SojRY1E9GtkXhBhRH+ede1TkOvpnwO8oqMWQI0vw644RMN5kev9K1v9E1h4DQm6UF8hIyPEGE+9arGY+OhC8EWw8evxrMbTY6X8e/p9hDQoBfuf/sY/rWXxlNhDNUSjHFA9OlYpDp3ic6HSyGQ8RFKr1yhXIBqjV0/KtDcGQoCkN6p/O8ofmtNUoUoQMHliQ/+qTGz4ghx5RfKls8bpygVQ0bZkLValcuelhwnk0Y92iwp8nleG95GMp1sDrln0f0hn0M2m4BxPRpg6X6JYsp8nmQlkyD9cuAmjVY1T7lv/QZodI22clRCPkJ8kEUoQpFqJk8ObI6bOqZj4jVNDCxVZU7R2mcNna3NBtTq4LUZJcPk61rgigZV8O4I/0vIfWIWGmGlkHKWTmkF9Jnqe5xr+XwAaXwN0HQQPrDdpDrLgVSXg+cepzgqu+c9Zjbxd1j3RrxhFsQYHU23/Atdm4+Q4TS7Fnd1byB9ToUWKDV1q5qyvcYUDZwy90nt/VGILO1Ri/jPy8cBD/0DNL9WXR1Bw0Pu9M7irWF0ckvRU6JNoRlZhLghRYhwkxwfg5dvaO2xVLWcZ69rgRf/5+GjYmZLMyqgInMiJTEOX4/rgoGt9AXRVDfI+qaRDKh4719A9wm+6et11yIahzQasdmBW77EnCj1itD+iu1wVeEMDCkSh8j2HBL/G74AR5w1MKroMfz9VB9UiJGxdiTWVlWn31cyua6qcnwL1rZqTK2vNQ9dGso4wCf6hqTwS6AUOA2oDhMg2CTjdJWrsEJAg5HKIvLeNrbvvGn4CKxrKf6wIj2ID5oai1AaKTgSetOpXmWM6lbqk/K7OfJEezhVGtZPcPV/yv5EqmSSdNhWqdQNnwc0H6wurcnIXSpPbBJBEHCIKSufxbU6o2fRTABQDqlQvQkw7GO/gRhFRkXPh3/Hz8C+JS6/jC3z/EguVbA+i5BhA7Eg+E553LUcKMzxilVlgYFfhJHyhOoQb57cQ9vVAmJTgV0etYXqbQoSpAhFEE8Wj8GL0R8DPR9HcnwM1k26GnFRylsfPHNtCwxtq+FrkxNPRcg3jo1W1EdqldrSinmd14ZKReiyoQontd0Po1eOGFGez55p7rL9ZGx1g9+yZeWr38P1c3av3zJE5bl/0WY4LxMnh+mYkvIp1Ovv2h3UCRFA/nY2QSfbv0D7kZrL4PYRUiAbFf0nkqPjGGDTx0DX+7WXAXjJbe4zYaBVY7yQIhRBfOnojReffNIVVBBAzST/TrBjusutTjLCf0amuzNsakyufI7NLOULlzimc9WYxVG9Ak/TKjP994LbzUz1/de3amxmyTA0FY6h6/W8sWd85fAbjLQ0nfTv+lFzW28pehr7J3UAkkqnNFVPwanwEVKplHrW+KOjG6607cCQoeqndt0MfNWl0ClFJe87Tf6cm8C29dDqWYIPKUKRRkV9DqkBwTDfBfXlSA/eCgNKdEWgMNsruUofIW60dWvt6iQbUHc5aleiJMdHo0DmnOddNtpFxa94PiY/lQLUbI28+HTsypOxLMRLt6ky5S4bCbi1+GkcbscXIdi3nqro0qAqOtStjCYpSlPbwZ0aK0FUuRIEQJs8Kp2lVcrzYPF4DOmg4f7b7EBaW+U0aqxFngqcyR9ALmdpUoV4IEWIsB5GjZBySoiGTsIny+0LgAXjgH4vapOBC233o3XtZHw97grRNid6UHvbHunXFNMOypw0cYw2fiqw9Bd7NBZd/Sse+W6HOMGwj4Gze1zTbkr59TJ8LrD1C+DqZxBlt+H7e7uqz2vwPdHUNA11EVJ3PWqv2pCVoWoIsGJCahAfpAgRPgT/Y0J+01U16csP6+uBFTvJ2h2BB7Z4HdQZZM0ErmjAv82G7HZOKvNXjY8Ju46YwQafO6DCb8kQLvuf60cL184E5vQD+kzRKYT/J6q731A3n+nnb6+zlnkRA+cjBFAcIV5IESJ80Kw/GNX4mBPXtEjBkn9Ou/7UXpAx8kBl16Vn1VggeHAbcGY3nv0zB8+eHOc/vRdGdK5M5Afi8XzCsN+2xCXV6Qw8c9a1k70P/O3D6ICKcgxuk4aBrSS2iDFqyxzdxXAWEEDFhOII8UNxhAhtmBpHiKFvC/6NBqXK0ZPWCDXKUV1iI9ZgUbke0HQAjsc2RCarzJ2d65HrjK0XEBQuiJVGoAkLJJUgjWjSg/idpd+6pR36t5QKv2DMMwn8e+ghN2kploMUIcJ6GBhQ0SjU9V3liW4tehKPF49FYRNrxAbiQdZNVXUHHnxtR+tAl9tmDADgzZLr9QsRrPHOUtqmwXAqEZa5FWYrPx7lswBUF26QIkRYEIN6r9hKHIn9+Bpwjmp7nHUw33GVco+kdO7/NnDVx4sWJ1GugIpBtqbUqSIVu8f/e5XVcxqaFMzDPx67qBPlaGuZKnPVuAyIivMTAdzYqbHgbJdrQtvw0vjIR4gPUoQIH3itH4aj05IzsegebLO1AK5+RnWexikJPv4PnsqC1n5FMV+Dq0oTSQS1rNHMUxDDmVQ8xufYKqdCrBQY37lqXc2uxIYne+PPR3shKV77dFDZfnV6LzfYymDIER0HPHEUuN97EYIHnA+lQ93KqFc13thd6LXgKXcAlBTSg/ggZ2nCB+0DklHO0vpGxAXOHtieMBBLE+Q6P185E+OUmwKvs3TZFSheSqcxQHwV1yaMAWalsx2aFXyCPekvu5aAA/jC0QeA/BSYIAg4yaogTbhQfjAmAX9caorPHNfgs5iX/NYrdz+M6rhTEvXtsJ6aFIcom4DYKBti7PSdaAg87Tkq1k8CvhclJsqG5Q/3kn2/djK5gLFGE2BnaVLCuaCWTgQR4yNLzxjeBjWT4jDzprbceb07DzNijIiclG121xLs5HT5DCYwpHTLlLRq4s11nX66AwFAz8KZaFPwQfnBhBSMK34Yq52txWnlnKW5pTWR2ESfQ9F2G3ZO7Yctk6+Bzear2PIQvK9yE+6ynoup2sA8OVTIZbPJBxhc62zp2ufPbAK4xYZPdYRfSBEifNC8wahhaO/Ih3WojXWTeqNlrSQNtcrXyxusr0yJ8s622NGRWy6jubZ1Tfx4Xzf8dD/fbveCABQjCtnwjGpcfs+2O0u/rhv0UlVeUJWiWh1lt0aIi7Yj1s8efGqw/FiU1o47i9xecYrc+BnQYggwdjl/Xm/M6HcU9/kzisA5SwegtrCDpsYI62GR2DtmDNRW6KAEQUDb9GT58zLH/fkIDSl6Hoee7wNEVwBwVDKN50Dq+XvA78udi4xdVh6KDHgFSEwDWt1obj1V6gM3fmpuHVYn4HGErNDThA5kESIIQNKP4Zrm2mMZyU2r2dTuRm9B/PWtDLZSJUgpjTzJOhycrUhqkj5/JdOpkAz0eRZIaaE6i9Lzs/MsK4xozLeFkh7EB1mECB8sE3vDH7ZowFkMNLjalOJHdauPZ3flAzCuY9FWjDUeCM9XppbrHNquFtYfvIArGlTxn1g3nBJqeAR1q8ps0mo21ZqaVrRS39C2djK6N6qG9CrG7G2nWyAr4dl2zJDZq0zSg/ggRYiwJKq6ikf+BbKPAzVb+0+rkwrRfD4jZfL77oxktY7bt8uU03eM+OCXXzUmINpuw4wb2+ivhLdyE6lTJR5HL1z0PZFQw/jK7loGHF0PtBpufNkqsNkEfH5XoFdABqk98X4ZRXsoxYL5EzE0NcYHKUKED0GLIxRfFbh4HkhRjmdTnr6K68cgRnetjwVbToiOTb62BRZuO4m7ezbEwoyTOJF1SVcd1lOE1GNEHKFoe3kZNSq5po4EgV/R1E2wB4rezwL554B2txlXZu2Orh8Tsdzbq1G51f30eeutlOKKaxYV64qXZDRe7zPNUvJBihBhHLyDS73SVUvRpVGA7/wDWP8u0H0CsN9QyVTA0Kp2ErZN7gu8UnZMwJ3d6+PO7q7VUP4vT8VSXusNJaqRvDqZAaF5TfHS9Lt7NsCuEzno2aQ8tlNMlA3/PNcPAoTI8y+pWBW45atgS8GBVZ9PCLWnHo8EpBqKI8QPKUJE8EiqDUzcDcSVLnWv1gi49vXSk8fMq1ehj9ATkVhNJaFgEZLrRHn03Nu71MX8v49h7+lcAMCkAc0l08XHBKsLooFCC5qWz5tJsOQJtkXRDxYXz3LQqjHCh4D2LYlpQEyQnEo9kbpoE3qTUFCE5ODxO4i223BPLwMD6YUoSrGpCAOwSKgNK2FGINhwhxQhQhuh/MnR4zHX/ybGT5HrjDTdNps1DLch/MR94Q6QqXG7UdKDTEb6BpvePbUu7TvqdjO5Im3YIm2qWSfW6GEJS6GqE0m5zHQ5TKPFYGDiHqBSKrDjG4WEXtFaDehbejTicO4eMgtY+RIw9D39FcshdVGyq8ZCvXMlrUQvlruDMhYh0xXQyvWAJ44BMQl+kwaDpArhFZPLbMgiRPhQtWKM/MlxfwL9XwLa3CJxMoQGysSapn42yvXDNSr521TSg3a3AQ/t5Ap4x43HiPHwNU0QZRMw+Vrp+mycvYWlHTZDXqkLMFa9XcE0ucUl8jeKAPD13V2QEEs2Dh7obhE+NE6phGeva4EaUjt5p7V1/YQdBvgIqUlv4bmS+3s3xr29GiJKZtd1aYuQda/HClj4cWvDctejbWosnPXgDnUq+09EiCBFiJBkVLf6wRYhpCnfdNWrx7Wac6eXfHJKEAB0qFsZq/edM1siSxJ2Ck24YLX2RIQk1rPrEQSAxjUCPffu/xPRkKmeak30l2EkbUe4/q/VwW/Se3s15JvasxpVSlexCQEO3hhGWG4VnMXEsQZhbO4yCbIIEZakXZ3KeG9Ee6RXicfiXZkBqFGqR9XeofisGhuzBNj7O9DtAc1lmsIV97qmOmv639oiNsqO0d3q4+VFe8yXywyiK7gcXAO4Cq9yxWjd0citRNOURPy2IxDtUSVkESIMgBQhwrIMaFUTAAKjCJltJUi/3PVjNWz28gjfWkhKB04ZJ47pxCX6T2Mgb93cDo98uw33X904oPWaxd09G8DBGHo3M2GvNE1oMwn1aFwds1YcEG35EjaEswOUSZAiREQ2ne8BTm4FGl/jey6ptuZiw91if1PhM5jfZqtrBeFL2yXTNEmpFGCprEeD6glY8H/WjDWjhbhoOyZeY6HpXY3OW50bVMUP/9cVdarEGywQEYqQIkRENgNe9j02Zqlr89fKdTkLi5wvsQ2sOXBz2d5J0opQi7REfDK6E2olVwicYIRJWPTd1jE11o5WVxGlkCJEGIdF+0pu0jtJHuaxOFOYexdXNbXKFAoRnogtQsnx0ci6WIwuDaoGSR4rQH0PL6QIEfppfh2w+2egy/hgS2I5IqFLEoTwX14e5pcXunhZhH4e3x2/bD+FEVfUCZJARChCihChn2EfA5k7gLR2wZYkuHiYjMosQqG/LQVBWBgvDTy9Sjzu7dUwSMJYBOpzuCFFiNBPVCxQu2OwpbAUN3VKh8MWi6R42vOHIEyDls8TBkCKEGF52oegU+Nzgy9zxa0hCMJEaNLSBVmB9ECKEGF5ejWtjvdv74BmqaG0HJs6JoIwnXB3TlONx32gqTFuSBGKACpE23Gp2BFsMTQjCAL6XZYabDFItSEiF6sOrjQ1RhgA7TUWAcy/+wq0r5OM7+/tEmxRIgerDhyEJsjwQBDhC1mEIoDWtZPDKrotETxsEvqdAPLUCFs6jAL++QloPyrYkkhDFiHCAMgiRBCmEJ4WoZsvr4P0KhUwpnt997EnBzYHANzZrb5cNiJUue5N4NH9QEWLBig0ylSX3tn1f/PrjCkv4IRnfxMoyCJEECoR/E53hX9nlFQhGqsevUp0L+66sgH6XZaK2pVplVxYYjN5Q2I9GGURGr0IKL4IxCYYU17AIZusHkgRIggzCGMfISmFMD3MN69kNNBYFIOei80WwkoQoReaGiMIgiBCE/JiJwyAFCGCIAgiNKktvUEyQfBAihBBEAQRelRKA7pPCLYUFiF8p+IDASlCBEEQfoiPsbDDcKRyxT2ufQ4JQifkLE0QRkGdcthybes0/LLtFC6vXyXYohDVmwFn9wDNrg22JESYQIoQQajEr/G5cl2g011AbCXATrvOhxPRdhs+HkX+KJbgnr+AgmygYrVgS2IhyGlcD6QIEYSRDJoRbAkIIryxR5MSRBgK+QgRBEEQREhDztJ6IEWIIAiCIIiIhRQhgiAIgiAiFlKECIIgCIKIWEgRIgi10DQ8QRBE2BEyitALL7yArl27Ij4+HsnJyaryMMYwefJk1KxZExUqVECfPn2wb98+cwUlCIIgCCJkCBlFqKioCMOHD8e9996rOs8rr7yCt956C7Nnz8aGDRtQsWJF9OvXDwUFBSZKShAEQRBEqBAycYSmTp0KAJg7d66q9IwxzJw5E08//TSGDBkCAPj000+RkpKCH3/8ETfffLNZohJhCs2MEQRBhB8hYxHi5dChQ8jMzESfPn3cx5KSktC5c2esW7dONl9hYSFycnJEPwQBANUSaAsNgiCIcCNsFaHMzEwAQEpKiuh4SkqK+5wU06dPR1JSkvsnPT3dVDmJ0OG14W3QtWFVzB1NWy0QBEGEC0FVhJ544gkIgqD4s2fPnoDKNGnSJGRnZ7t/jh07FtD6CeuSXiUeX469Ar2a1gi2KARBEIRBBNVH6OGHH8aoUaMU0zRo0EBT2ampqQCA06dPo2bNmu7jp0+fRtu2bWXzxcbGIjaWpkAIgiAIIhIIqiJUvXp1VK9e3ZSy69evj9TUVCxbtsyt+OTk5GDDhg1cK88IgiAIgghfQsZH6OjRo8jIyMDRo0fhcDiQkZGBjIwM5OXludM0a9YMP/zwAwBAEARMmDAB06ZNw08//YQdO3Zg5MiRSEtLw9ChQ4N0FQRBEARBWImQWT4/efJkzJs3z/13u3btAAArVqxAr169AAB79+5Fdna2O81jjz2G/Px8jBs3DllZWejevTsWLVqEuLi4gMpOEARBEIQ1ERhjLNhCWJmcnBwkJSUhOzsbiYmJwRaHIAiCIMTs/gWYP8L1+7PZymkjCLXjd8hMjREEQRAEQRgNKUIEQRAEQUQspAgRBEEQRCgj0AZAeiBFiCAIgiBCGXL11QUpQgRBEARBRCykCBEEQRAEEbGQIkQQBEEQRMRCihBBEARBhDLkLK0LUoQIgiAIgohYSBEiCIIgCCJiIUWIIAiCIEIZWj6vC1KECIIgCIKIWEgRIgiCIIhQhpyldUGKEEEQBEEQEQspQgRBEARBRCykCBEEQRBEKCPYgy1BSBMVbAEIgiAIgtBBo95A7U5AautgSxKSkCJEEARBEKGMPRq4a2mwpQhZaGqMIAiCIIiIhRQhgiAIgiAiFlKECIIgCIKIWEgRIgiCIAgiYiFFiCAIgiCIiIUUIYIgCIIgIhZShAiCIAiCiFhIESIIgiAIImIhRYggCIIgiIiFFCGCIAiCICIWUoQIgiAIgohYSBEiCIIgCCJiIUWIIAiCIIiIhRQhgiAIgiAilqhgC2B1GGMAgJycnCBLQhAEQRCEWsrG7bJxXA5ShPyQm5sLAEhPTw+yJARBEARB8JKbm4ukpCTZ8wLzpypFOE6nEydPnkSlSpUgCIJh5ebk5CA9PR3Hjh1DYmKiYeVaiXC/xnC/PiD8r5GuL/QJ92sM9+sDzLtGxhhyc3ORlpYGm03eE4gsQn6w2WyoXbu2aeUnJiaG7ctdRrhfY7hfHxD+10jXF/qE+zWG+/UB5lyjkiWoDHKWJgiCIAgiYiFFiCAIgiCIiIUUoSARGxuLKVOmIDY2NtiimEa4X2O4Xx8Q/tdI1xf6hPs1hvv1AcG/RnKWJgiCIAgiYiGLEEEQBEEQEQspQgRBEARBRCykCBEEQRAEEbGQIkQQBEEQRMRCilCQmDVrFurVq4e4uDh07twZGzduDLZImpg+fTo6deqESpUqoUaNGhg6dCj27t0rStOrVy8IgiD6ueeee4IkMT/PPvusj/zNmjVzny8oKMB9992HqlWrIiEhAcOGDcPp06eDKDEf9erV87k+QRBw3333AQi957dq1Spcd911SEtLgyAI+PHHH0XnGWOYPHkyatasiQoVKqBPnz7Yt2+fKM2FCxcwYsQIJCYmIjk5GWPGjEFeXl4Ar0IZpWssLi7G448/jlatWqFixYpIS0vDyJEjcfLkSVEZUs/9pZdeCvCVSOPvGY4aNcpH9v79+4vShPIzBCDZJgVBwKuvvupOY9VnqGZcUNNvHj16FIMGDUJ8fDxq1KiBRx99FCUlJYbLS4pQEJg/fz4mTpyIKVOmYMuWLWjTpg369euHM2fOBFs0bv7880/cd999WL9+PZYsWYLi4mL07dsX+fn5onRjx47FqVOn3D+vvPJKkCTWxmWXXSaS/6+//nKfe+ihh/Dzzz/j22+/xZ9//omTJ0/i+uuvD6K0fPz999+ia1uyZAkAYPjw4e40ofT88vPz0aZNG8yaNUvy/CuvvIK33noLs2fPxoYNG1CxYkX069cPBQUF7jQjRozArl27sGTJEvzyyy9YtWoVxo0bF6hL8IvSNV68eBFbtmzBM888gy1btmDBggXYu3cvBg8e7JP2ueeeEz3X+++/PxDi+8XfMwSA/v37i2T/6quvROdD+RkCEF3bqVOnMGfOHAiCgGHDhonSWfEZqhkX/PWbDocDgwYNQlFREdauXYt58+Zh7ty5mDx5svECMyLgXH755ey+++5z/+1wOFhaWhqbPn16EKUyhjNnzjAA7M8//3Qf69mzJ3vwwQeDJ5ROpkyZwtq0aSN5Lisri0VHR7Nvv/3WfWz37t0MAFu3bl2AJDSWBx98kDVs2JA5nU7GWGg/PwDshx9+cP/tdDpZamoqe/XVV93HsrKyWGxsLPvqq68YY4z9888/DAD7+++/3Wl+//13JggCO3HiRMBkV4v3NUqxceNGBoAdOXLEfaxu3brsjTfeMFc4A5C6vjvuuIMNGTJENk84PsMhQ4awq6++WnQsVJ6h97igpt/87bffmM1mY5mZme407733HktMTGSFhYWGykcWoQBTVFSEzZs3o0+fPu5jNpsNffr0wbp164IomTFkZ2cDAKpUqSI6/sUXX6BatWpo2bIlJk2ahIsXLwZDPM3s27cPaWlpaNCgAUaMGIGjR48CADZv3ozi4mLR82zWrBnq1KkTks+zqKgIn3/+Oe68807RJsOh/vzKOHToEDIzM0XPKykpCZ07d3Y/r3Xr1iE5ORkdO3Z0p+nTpw9sNhs2bNgQcJmNIDs7G4IgIDk5WXT8pZdeQtWqVdGuXTu8+uqrpkw7mMXKlStRo0YNNG3aFPfeey/Onz/vPhduz/D06dP49ddfMWbMGJ9zofAMvccFNf3munXr0KpVK6SkpLjT9OvXDzk5Odi1a5eh8tGmqwHm3LlzcDgcoocLACkpKdizZ0+QpDIGp9OJCRMmoFu3bmjZsqX7+K233oq6desiLS0N27dvx+OPP469e/diwYIFQZRWPZ07d8bcuXPRtGlTnDp1ClOnTsWVV16JnTt3IjMzEzExMT4DTEpKCjIzM4MjsA5+/PFHZGVlYdSoUe5jof78PCl7JlLtr+xcZmYmatSoITofFRWFKlWqhOQzLSgowOOPP45bbrlFtKHlAw88gPbt26NKlSpYu3YtJk2ahFOnTuH1118PorTq6N+/P66//nrUr18fBw4cwJNPPokBAwZg3bp1sNvtYfcM582bh0qVKvlMuYfCM5QaF9T0m5mZmZLttOyckZAiRBjGfffdh507d4r8ZwCI5uVbtWqFmjVronfv3jhw4AAaNmwYaDG5GTBggPv31q1bo3Pnzqhbty6++eYbVKhQIYiSGc/HH3+MAQMGIC0tzX0s1J9fJFNcXIwbb7wRjDG89957onMTJ050/966dWvExMTg7rvvxvTp0y2/ncPNN9/s/r1Vq1Zo3bo1GjZsiJUrV6J3795BlMwc5syZgxEjRiAuLk50PBSeody4YCVoaizAVKtWDXa73cc7/vTp00hNTQ2SVPoZP348fvnlF6xYsQK1a9dWTNu5c2cAwP79+wMhmuEkJyejSZMm2L9/P1JTU1FUVISsrCxRmlB8nkeOHMHSpUtx1113KaYL5edX9kyU2l9qaqrPwoWSkhJcuHAhpJ5pmRJ05MgRLFmyRGQNkqJz584oKSnB4cOHAyOggTRo0ADVqlVzv5Ph8gwBYPXq1di7d6/fdglY7xnKjQtq+s3U1FTJdlp2zkhIEQowMTEx6NChA5YtW+Y+5nQ6sWzZMnTp0iWIkmmDMYbx48fjhx9+wPLly1G/fn2/eTIyMgAANWvWNFk6c8jLy8OBAwdQs2ZNdOjQAdHR0aLnuXfvXhw9ejTknucnn3yCGjVqYNCgQYrpQvn51a9fH6mpqaLnlZOTgw0bNrifV5cuXZCVlYXNmze70yxfvhxOp9OtBFqdMiVo3759WLp0KapWreo3T0ZGBmw2m8+UUihw/PhxnD9/3v1OhsMzLOPjjz9Ghw4d0KZNG79prfIM/Y0LavrNLl26YMeOHSKFtkyhb9GiheECEwHm66+/ZrGxsWzu3Lnsn3/+YePGjWPJycki7/hQ4d5772VJSUls5cqV7NSpU+6fixcvMsYY279/P3vuuefYpk2b2KFDh9jChQtZgwYNWI8ePYIsuXoefvhhtnLlSnbo0CG2Zs0a1qdPH1atWjV25swZxhhj99xzD6tTpw5bvnw527RpE+vSpQvr0qVLkKXmw+FwsDp16rDHH39cdDwUn19ubi7bunUr27p1KwPAXn/9dbZ161b3iqmXXnqJJScns4ULF7Lt27ezIUOGsPr167NLly65y+jfvz9r164d27BhA/vrr79Y48aN2S233BKsS/JB6RqLiorY4MGDWe3atVlGRoaoXZattlm7di174403WEZGBjtw4AD7/PPPWfXq1dnIkSODfGUulK4vNzeXPfLII2zdunXs0KFDbOnSpax9+/ascePGrKCgwF1GKD/DMrKzs1l8fDx77733fPJb+Rn6GxcY899vlpSUsJYtW7K+ffuyjIwMtmjRIla9enU2adIkw+UlRShIvP3226xOnTosJiaGXX755Wz9+vXBFkkTACR/PvnkE8YYY0ePHmU9evRgVapUYbGxsaxRo0bs0UcfZdnZ2cEVnIObbrqJ1axZk8XExLBatWqxm266ie3fv999/tKlS+z//u//WOXKlVl8fDz73//+x06dOhVEiflZvHgxA8D27t0rOh6Kz2/FihWS7+Qdd9zBGHMtoX/mmWdYSkoKi42NZb179/a57vPnz7NbbrmFJSQksMTERDZ69GiWm5sbhKuRRukaDx06JNsuV6xYwRhjbPPmzaxz584sKSmJxcXFsebNm7MXX3xRpEgEE6Xru3jxIuvbty+rXr06i46OZnXr1mVjx471+ZAM5WdYxvvvv88qVKjAsrKyfPJb+Rn6GxcYU9dvHj58mA0YMIBVqFCBVatWjT388MOsuLjYcHmFUqEJgiAIgiAiDvIRIgiCIAgiYiFFiCAIgiCIiIUUIYIgCIIgIhZShAiCIAiCiFhIESIIgiAIImIhRYggCIIgiIiFFCGCIAiCICIWUoQIgrAko0aNwtChQwNe79y5cyEIAgRBwIQJE0yr5/Dhw+562rZta1o9BEEoQ7vPEwQRcARBUDw/ZcoUvPnmmwhWvNfExETs3bsXFStWNK2O9PR0nDp1Cq+99hqWLl1qWj0EQShDihBBEAHn1KlT7t/nz5+PyZMnY+/eve5jCQkJSEhICIZoAFyKmtm7lNvtdqSmpgb1OgmCoKkxgiCCQGpqqvsnKSnJrXiU/SQkJPhMjfXq1Qv3338/JkyYgMqVKyMlJQUffvgh8vPzMXr0aFSqVAmNGjXC77//Lqpr586dGDBgABISEpCSkoLbb78d586d45a5Xr16mDZtGkaOHImEhATUrVsXP/30E86ePYshQ4YgISEBrVu3xqZNm9x5jhw5guuuuw6VK1dGxYoVcdlll+G3337TfN8IgjAeUoQIgggZ5s2bh2rVqmHjxo24//77ce+992L48OHo2rUrtmzZgr59++L222/HxYsXAQBZWVm4+uqr0a5dO2zatAmLFi3C6dOnceONN2qq/4033kC3bt2wdetWDBo0CLfffjtGjhyJ2267DVu2bEHDhg0xcuRI95Tefffdh8LCQqxatQo7duzAyy+/TBYggrAYpAgRBBEytGnTBk8//TQaN26MSZMmIS4uDtWqVcPYsWPRuHFjTJ48GefPn8f27dsBAO+88w7atWuHF198Ec2aNUO7du0wZ84crFixAv/++y93/QMHDsTdd9/trisnJwedOnXC8OHD0aRJEzz++OPYvXs3Tp8+DQA4evQounXrhlatWqFBgwa49tpr0aNHD0PvCUEQ+iBFiCCIkKF169bu3+12O6pWrYpWrVq5j6WkpAAAzpw5AwDYtm0bVqxY4fY5SkhIQLNmzQAABw4c0FV/WV1K9T/wwAOYNm0aunXrhilTprgVNIIgrAMpQgRBhAzR0dGivwVBEB0rW43mdDoBAHl5ebjuuuuQkZEh+tm3b58my4xUXUr133XXXTh48CBuv/127NixAx07dsTbb7/NXS9BEOZBihBBEGFL+/btsWvXLtSrVw+NGjUS/Zi5NN6T9PR03HPPPViwYAEefvhhfPjhhwGplyAIdZAiRBBE2HLffffhwoULuOWWW/D333/jwIEDWLx4MUaPHg2Hw2F6/RMmTMDixYtx6NAhbNmyBStWrEDz5s1Nr5cgCPWQIkQQRNiSlpaGNWvWwOFwoG/fvmjVqhUmTJiA5ORk2Gzmd38OhwP33Xcfmjdvjv79+6NJkyZ49913Ta+XIAj1CCxYoVsJgiAsyNy5czFhwgRkZWUFpL5nn30WP/74IzIyMgJSH0EQYsgiRBAE4UV2djYSEhLw+OOPm1bH0aNHkZCQgBdffNG0OgiC8A9ZhAiCIDzIzc11xwFKTk5GtWrVTKmnpKQEhw8fBgDExsYiPT3dlHoIglCGFCGCIAiCICIWmhojCIIgCCJiIUWIIAiCIIiIhRQhgiAIgiAiFlKECIIgCIKIWEgRIgiCIAgiYiFFiCAIgiCIiIUUIYIgCIIgIhZShAiCIAiCiFhIESIIgiAIImL5fykundvTaCVDAAAAAElFTkSuQmCC", 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", 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iIhkMSyrEMxuIiIhqjmGJiIiISAbDkoop9SwcIiIiS2JYIiIiIpLBsEREREQkg2FJlXiENxERUU0xLJGiKfXeYmo5o1HJdSq4NAmlrkOFllUppX6OmoNhiYiIiEgGw5KKKflkOI1qTvVTZp3qWX8Kvq+YMsuqnEJrVdU6rAbDEhEREZEMhiUiIiIiGQxLKqTUAy6JiIisgWGJiIiISAbDEhEREZEMhiUVU9MZR0RERLXFsEREREQkg2GJiIiISAbDkgqp6WQ4pZ75p9CyKlDq+iP7p6b3pppqrQrDEhGRLajkC4hftKQEDEukSGo5dF2px+grtKxKKXYdKrWwSii1VKXeiqc2GJZUjL8GRERE1bO7sLRixQoEBQXB2dkZ4eHh2LdvX5V9e/XqBY1GU+HRr18/U59Ro0ZVmB4TE3M/SiEiIiI7UM/WAzDHhg0bkJCQgJUrVyI8PBxLly5FdHQ0srKy4OPjU6H/xo0bUVpaanp+5coVdO7cGUOGDJH0i4mJwerVq03PdTqd9YogIiIiu2JXW5YWL16MuLg4jB49Gu3atcPKlSvh4uKC5OTkSvs3atQIer3e9EhNTYWLi0uFsKTT6ST9PD0970c5NsMDLomIiGrObsJSaWkpDhw4gKioKFObVqtFVFQUMjIyarSMVatWYdiwYWjQoIGkPT09HT4+PmjdujXGjx+PK1euyC6npKQEBoNB8iAiIiJlspuwdPnyZZSXl8PX11fS7uvri7y8vGrn37dvH44dO4axY8dK2mNiYrBu3TqkpaVhwYIF+O6779CnTx+Ul5dXuaykpCS4u7ubHgEBAbUrioiIiOo8uzpm6V6sWrUKHTt2RNeuXSXtw4YNM/2/Y8eO6NSpE1q0aIH09HRERkZWuqzExEQkJCSYnhsMBvsMTDwdjoiIqFp2s2XJy8sLDg4OyM/Pl7Tn5+dDr9fLznvjxg2sX78eY8aMqfZ1mjdvDi8vL5w+fbrKPjqdDm5ubpIHERERKZPdhCUnJyeEhoYiLS3N1GY0GpGWloaIiAjZeb/88kuUlJTgueeeq/Z1fv/9d1y5cgV+fn73POa6SvAIbyIiohqzm7AEAAkJCfjoo4+wdu1anDhxAuPHj8eNGzcwevRoAEBsbCwSExMrzLdq1SoMGjQIjRs3lrRfv34dU6ZMwU8//YRz584hLS0NAwcORHBwMKKjo+9LTWRdSo2FzLtEtiUU++lSkXoqrZpdHbM0dOhQXLp0CdOnT0deXh5CQkKQkpJiOug7JycHWq00/2VlZeGHH37At99+W2F5Dg4OOHLkCNauXYvCwkL4+/ujd+/emDNnDq+1RERWpZYvW7XUScpmV2EJAOLj4xEfH1/ptPT09AptrVu3rnK3U/369bF9+3ZLDo/qCpUcvK7UMpV6r63KqKhUxVLqOlTT72F17Go3HFkWfw+IiIiqx7BEREREJINhSYV4BAEREVHNMSwRERERyWBYIiIiIpLBsEREREQkg2FJxTQ8L5SIiKhaDEtEREREMhiWVEhNt8pQ6n3w1HJVZKWuP7J/anpr8veQYYmIiIhIFsMSKZJajsZS6mFnGhWswTt/rCt2Hf5/XWrYKKHU4z8VWlatMCwRERERyWBYUjH+0UBERFQ9hiUiIiIiGQxLKqSWM6mIiIgsgWGJiIiISAbDEhEREZEMhiUiIiIiGQxLKsZraBAREVWPYYmIiIhIBsOSGqnoZDillqqGqyIDyl1/RGRfGJaIiIiIZDAskSIp9V5Nd1PqPdTUsPr+t9VMmcXeeW+qYeugMtegcj9faoNhiYiIiEgGw5KK8a8GIiKi6jEsqZAaNosTERFZCsMSERERkQyGJSIiIiIZDEtEREREMhiWiIiIiGQwLKmYGq5lQ0REdK/sLiytWLECQUFBcHZ2Rnh4OPbt21dl3zVr1kCj0Ugezs7Okj5CCEyfPh1+fn6oX78+oqKicOrUKWuXYVNquVUGoNxaFVpWBUpdf2T/1PTeVFOtVbGrsLRhwwYkJCRgxowZOHjwIDp37ozo6GgUFBRUOY+bmxtyc3NNj/Pnz0umL1y4EMuWLcPKlSuxd+9eNGjQANHR0bh165a1yyEiIiI7YFdhafHixYiLi8Po0aPRrl07rFy5Ei4uLkhOTq5yHo1GA71eb3r4+vqapgkhsHTpUrzxxhsYOHAgOnXqhHXr1uHixYvYvHnzfaiIrEUtuxjVUqeSKXUdKrWuyii1VqXWVRt2E5ZKS0tx4MABREVFmdq0Wi2ioqKQkZFR5XzXr19HYGAgAgICMHDgQBw/ftw0LTs7G3l5eZJluru7Izw8XHaZJSUlMBgMkgcRkTmESvZtqKRMUji7CUuXL19GeXm5ZMsQAPj6+iIvL6/SeVq3bo3k5GT85z//wSeffAKj0Yhu3brh999/BwDTfOYsEwCSkpLg7u5uegQEBNxLaURERFSH2U1Yqo2IiAjExsYiJCQEPXv2xMaNG+Ht7Y0PPvjgnpabmJiIoqIi0+O3336z0IiJiIiorrGbsOTl5QUHBwfk5+dL2vPz86HX62u0DEdHR3Tp0gWnT58GANN85i5Tp9PBzc1N8rAnQjXnUhEREd07uwlLTk5OCA0NRVpamqnNaDQiLS0NERERNVpGeXk5jh49Cj8/PwBAs2bNoNfrJcs0GAzYu3dvjZdJREREylbP1gMwR0JCAkaOHImwsDB07doVS5cuxY0bNzB69GgAQGxsLJo0aYKkpCQAwOzZs/Hwww8jODgYhYWFWLRoEc6fP4+xY8cC+PNMuUmTJmHu3Llo2bIlmjVrhjfffBP+/v4YNGiQrcokIiKiOsSuwtLQoUNx6dIlTJ8+HXl5eQgJCUFKSorpAO2cnBxotf/bWPbHH38gLi4OeXl58PT0RGhoKPbs2YN27dqZ+kydOhU3btzAuHHjUFhYiO7duyMlJaXCxSuJiIhInewqLAFAfHw84uPjK52Wnp4ueb5kyRIsWbJEdnkajQazZ8/G7NmzLTVEIiIiUhC7OWaJLE/DK44RERFVi2FJhdR1kTiFFquSlcgzN6muUtN7U021VoVhiYiIiEgGwxIpklp2MCq1TjXtIVZqqUqtqzIaVVWrTgxLREQ2oJYdG9yFQ0rAsEREREQkg2FJhe78nccNx0RERNVjWCIiIiKSwbBEREREJINhiYiIiEgGwxIRERGRDIYlIiIiIhkMSyok/v9WGWq48J9S7wqi0LIqUOr6I/unpvemmmqtCsMSERERkQyGJVIkjRo2m0G5darp9hGKXYfKLKtSSq1Vqe/N2mBYIiIiIpLBsEREZAOqOQ5ELXWSojEsEREREclgWFIh073huDuaiIioWgxLRERERDIYloiIiIhkMCwRERERyWBYIiIiIpLBsEREREQkg2FJjf7/dDg1XCVZqZd4Ucs1elRSJtkhNb031fJ5I4dhiYiIiEgGwxIpkvK3mSmbmq4BptRS1bDlWum4Bv+HYYmIiIhIBsMSEZENqOUwELXUScrGsKRCgh9fRERENcawpGJqOi6EiIiotu4pLN26dctS46ixFStWICgoCM7OzggPD8e+ffuq7PvRRx+hR48e8PT0hKenJ6Kioir0HzVqFDQajeQRExNj7TKIiIjITpgdloxGI+bMmYMmTZrA1dUVZ8+eBQC8+eabWLVqlcUH+FcbNmxAQkICZsyYgYMHD6Jz586Ijo5GQUFBpf3T09MxfPhw7Nq1CxkZGQgICEDv3r1x4cIFSb+YmBjk5uaaHp9//rlV6yAiIiL7YXZYmjt3LtasWYOFCxfCycnJ1N6hQwd8/PHHFh3c3RYvXoy4uDiMHj0a7dq1w8qVK+Hi4oLk5ORK+3/66ad46aWXEBISgjZt2uDjjz+G0WhEWlqapJ9Op4Nerzc9PD09rVoHERER2Q+zw9K6devw4YcfYsSIEXBwcDC1d+7cGSdPnrTo4P6qtLQUBw4cQFRUlKlNq9UiKioKGRkZNVpGcXExysrK0KhRI0l7eno6fHx80Lp1a4wfPx5XrlyRXU5JSQkMBoPkQURERMpkdli6cOECgoODK7QbjUaUlZVZZFCVuXz5MsrLy+Hr6ytp9/X1RV5eXo2WMW3aNPj7+0sCV0xMDNatW4e0tDQsWLAA3333Hfr06YPy8vIql5OUlAR3d3fTIyAgoHZF2YiaLl2v1FrVckajUtcf2T+hojeneiqtWj1zZ2jXrh2+//57BAYGStq/+uordOnSxWIDs7T58+dj/fr1SE9Ph7Ozs6l92LBhpv937NgRnTp1QosWLZCeno7IyMhKl5WYmIiEhATTc4PBYHeBCeDVWYmIiGrC7LA0ffp0jBw5EhcuXIDRaMTGjRuRlZWFdevW4euvv7bGGAEAXl5ecHBwQH5+vqQ9Pz8fer1edt63334b8+fPx44dO9CpUyfZvs2bN4eXlxdOnz5dZVjS6XTQ6XTmFUBERER2yezdcAMHDsTWrVuxY8cONGjQANOnT8eJEyewdetWPP7449YYIwDAyckJoaGhkoOz7xysHRERUeV8CxcuxJw5c5CSkoKwsLBqX+f333/HlStX4OfnZ5Fxk22o5RpSSq1TqXVVRqm1KrWuyii1VqXWVRtmb1kCgB49eiA1NdXSY6lWQkICRo4cibCwMHTt2hVLly7FjRs3MHr0aABAbGwsmjRpgqSkJADAggULMH36dHz22WcICgoyHdvk6uoKV1dXXL9+HbNmzcLgwYOh1+tx5swZTJ06FcHBwYiOjr7v9REREVHdU6uwZCtDhw7FpUuXMH36dOTl5SEkJAQpKSmmg75zcnKg1f5vY9n777+P0tJSPP3005LlzJgxAzNnzoSDgwOOHDmCtWvXorCwEP7+/ujduzfmzJnD3WxEZF0qOUBYTQdCk3KZHZa0Wi00Mtvm5M4is4T4+HjEx8dXOi09PV3y/Ny5c7LLql+/PrZv326hkdkPfnYRERHVnNlhadOmTZLnZWVlOHToENauXYtZs2ZZbGB0H3CHNBERUbXMDksDBw6s0Pb000+jffv22LBhA8aMGWORgRERERHVBfd0I92/evjhhyvcRoSIiIjI3lkkLN28eRPLli1DkyZNLLE4IiIiojrD7N1wnp6ekgO8hRC4du0aXFxc8Mknn1h0cERERES2ZnZYWrJkiSQsabVaeHt7Izw8HJ6enhYdHFmHmk6GU+o91NRzRqNqCiU7o6Z3Ji//UIuwNGrUKCsMg2yB58IRERFVr0Zh6ciRIzVeYHX3XiO6P9QRBTUKrVOpdVWGV/Cwf0p9vyqzqtqpUVgKCQmBRqOpdlOcRqOx+kUpiYiIiO6nGoWl7Oxsa4+DiIiIqE6qUVgKDAy09jjoPuLBekS2p5bfQrXUScpW6xvp/vLLL8jJyUFpaamkfcCAAfc8KCIiIqK6wuywdPbsWTz55JM4evSo5DimO5cT4DFL9oMHlhIREVXP7Ct4v/LKK2jWrBkKCgrg4uKC48ePY/fu3QgLC0N6eroVhkhERERkO2ZvWcrIyMDOnTvh5eUFrVYLrVaL7t27IykpCRMnTsShQ4esMU4iIiIimzB7y1J5eTkaNmwIAPDy8sLFixcB/HkQeFZWlmVHR0RERGRjZm9Z6tChAw4fPoxmzZohPDwcCxcuhJOTEz788EM0b97cGmMkC+PZKURERDVndlh64403cOPGDQDA7Nmz8cQTT6BHjx5o3LgxNmzYYPEBEt0LpV4lQaFlVaDU9Uf2T03vTRWVWqUah6WwsDCMHTsWzz77LNzc3AAAwcHBOHnyJK5evQpPT0/JDXap7uPaIiIiql6Nj1nq3Lkzpk6dCj8/P8TGxkrOfGvUqBGDEtUpank7KrVOpdZVGcXeV0xFK1GppappHVanxmFp1apVyMvLw4oVK5CTk4PIyEgEBwdj3rx5uHDhgjXHSERERGQzZp0N5+LiglGjRiE9PR2//vorhg0bhg8++ABBQUHo168fNm7caK1xEhEREdmE2ZcOuKNFixaYO3cuzp07h88//xw//fQThgwZYsmxkZWo6cBEorpKLb+HaqmTlK3W94YDgPT0dKxevRr//ve/Ua9ePcTFxVlqXHQfcH80ERFR9cwOS7///jvWrFmDNWvW4OzZs+jRowfee+89DBkyBPXr17fGGImIiIhspsZh6YsvvkBycjLS0tLg4+ODkSNH4u9//zuCg4OtOT4iIiIim6pxWHruuefQr18/bNq0CX379oVWW+vDnYiIiIjsRo3D0u+//w4fHx9rjoWIiIiozqnx5iEGJSVRz+kpSj0TR6l13U0lZZI9UtObU021VoH70lSM58IRERFVj2GJFEktQVCpdSq1rkoptFiFllUppdaq1Lpqw+7C0ooVKxAUFARnZ2eEh4dj3759sv2//PJLtGnTBs7OzujYsSO2bdsmmS6EwPTp0+Hn54f69esjKioKp06dsmYJREREZEfMDkvNmzfHlStXKrQXFhaiefPmFhlUVTZs2ICEhATMmDEDBw8eROfOnREdHY2CgoJK++/ZswfDhw/HmDFjcOjQIQwaNAiDBg3CsWPHTH0WLlyIZcuWYeXKldi7dy8aNGiA6Oho3Lp1y6q1EBERkX0w+6KU586dQ3l5eYX2kpISq99Qd/HixYiLi8Po0aMBACtXrsQ333yD5ORkvP766xX6v/POO4iJicGUKVMAAHPmzEFqaireffddrFy5EkIILF26FG+88QYGDhwIAFi3bh18fX2xefNmDBs2zKr1VCev6BZuG40WX+7l66UWXyYREZFS1TgsbdmyxfT/7du3w93d3fS8vLwcaWlpCAoKsujg/qq0tBQHDhxAYmKiqU2r1SIqKgoZGRmVzpORkYGEhARJW3R0NDZv3gwAyM7ORl5eHqKiokzT3d3dER4ejoyMjCrDUklJCUpKSkzPDQZDbcuS9ezHP+HspRtWWTYR2ZZQySlG6qiSlK7GYWnQoEEA/ryf2MiRIyXTHB0dERQUhH/9618WHdxfXb58GeXl5fD19ZW0+/r64uTJk5XOk5eXV2n/vLw80/Q7bVX1qUxSUhJmzZpldg3mcnLQQlfPOoeV1dNq0Kejn1WWTUREpCQ1DkvG/98d1KxZM/z888/w8vKy2qDqusTERMkWK4PBgICAAIu/TsqkRy2+TCIiIjKP2ccsZWdnW2Mc1fLy8oKDgwPy8/Ml7fn5+dDr9ZXOo9frZfvf+Tc/Px9+fn6SPiEhIVWORafTQafT1aYMIiIisjNmhyUASEtLQ1paGgoKCkxbnO5ITk62yMDu5uTkhNDQUKSlpZl2CRqNRqSlpSE+Pr7SeSIiIpCWloZJkyaZ2lJTUxEREQHgz61ker0eaWlppnBkMBiwd+9ejB8/3ip1EBERkX0xOyzNmjULs2fPRlhYGPz8/KDR3L/LViUkJGDkyJEICwtD165dsXTpUty4ccN0dlxsbCyaNGmCpKQkAMArr7yCnj174l//+hf69euH9evXY//+/fjwww8B/Hn81aRJkzB37ly0bNkSzZo1w5tvvgl/f39TICMiIiJ1MzssrVy5EmvWrMHzzz9vjfHIGjp0KC5duoTp06cjLy8PISEhSElJMR2gnZOTA632fwdEd+vWDZ999hneeOMN/OMf/0DLli2xefNmdOjQwdRn6tSpuHHjBsaNG4fCwkJ0794dKSkpcHZ2vu/1keUp9YwjpdZ1N6GWm+CR3VHL7yCgrlqrYnZYKi0tRbdu3awxlhqJj4+vcrdbenp6hbYhQ4ZgyJAhVS5Po9Fg9uzZmD17tqWGSERERApi9nnpY8eOxWeffWaNsRBZzH3cO2xTSq1TqXVVRqmlqmodKrRYhZZVK2ZvWbp16xY+/PBD7NixA506dYKjo6Nk+uLFiy02OCIiIiJbMzssHTlyxHTm2F/vsQYoN10TERGRepkdlnbt2mWNcRARERHVSbW+l8bp06exfft23Lx5EwDPWiEiModaPjL53UBKYHZYunLlCiIjI9GqVSv07dsXubm5AIAxY8Zg8uTJFh8gERERkS2ZHZZeffVVODo6IicnBy4uLqb2oUOHIiUlxaKDIyIiIrI1s49Z+vbbb7F9+3Y88MADkvaWLVvi/PnzFhsYERERUV1g9palGzduSLYo3XH16lXeXJaIiIgUx+yw1KNHD6xbt870XKPRwGg0YuHChfjb3/5m0cER3SvFHluq1LruopIyyQ4p9rOlEmqqtSpm74ZbuHAhIiMjsX//fpSWlmLq1Kk4fvw4rl69ih9//NEaYyQiIiKyGbO3LHXo0AG//vorunfvjoEDB+LGjRt46qmncOjQIbRo0cIaYyQym0axN5GQUu6FYJVaV0VKXYfKrKpyyq1VuZWZy6wtS2VlZYiJicHKlSvxz3/+01pjIiIiIqozzNqy5OjoiCNHjlhrLERERER1jtm74Z577jmsWrXKGmMhIiIiqnPMPsD79u3bSE5Oxo4dOxAaGooGDRpIpi9evNhigyMiIiKyNbPD0rFjx/Dggw8CAH799VfJNKUeqEhEZGlqOR1bJWWSwpkVlsrLyzFr1ix07NgRnp6e1hoTERERUZ1h1jFLDg4O6N27NwoLC600HCIiIqK6pVbXWTp79qw1xkJERERU55gdlubOnYvXXnsNX3/9NXJzc2EwGCQPIiIiIiUx+wDvvn37AgAGDBggOaBbCAGNRoPy8nLLjY6IKqWWg2bVchA02R81vTXVVGtVzA5Lu3btssY4iIiIiOoks8NSz549rTEOIotSy1UslFqmWtYfoOR1qNTKKlJqqUqtqzbMDku7d++Wnf7oo4/WejBEREREdY3ZYalXr14V2v76FwSPWSIiIiIlMftsuD/++EPyKCgoQEpKCh566CF8++231hgjERERkc2YvWXJ3d29Qtvjjz8OJycnJCQk4MCBAxYZGBEREVFdYPaWpar4+voiKyvLUosjIlI01ZyOrZpCScnM3rJ05MgRyXMhBHJzczF//nyEhIRYalxEREREdYLZYSkkJAQajQbirqvFPfzww0hOTrbYwIiIiIjqArN3w2VnZ+Ps2bPIzs5GdnY2zp8/j+LiYuzZswdt2rSxxhgBAFevXsWIESPg5uYGDw8PjBkzBtevX5ft//LLL6N169aoX78+mjZtiokTJ6KoqEjST6PRVHisX7/eanUQERGRfTF7y1JgYKA1xlGtESNGIDc3F6mpqSgrK8Po0aMxbtw4fPbZZ5X2v3jxIi5evIi3334b7dq1w/nz5/Hiiy/i4sWL+OqrryR9V69ejZiYGNNzDw8Pa5ZC95FSb5dx95ZdpVJLnWR/1PTeVFGpVarxlqWdO3eiXbt2ld4st6ioCO3bt8f3339v0cHdceLECaSkpODjjz9GeHg4unfvjuXLl2P9+vW4ePFipfN06NAB//73v9G/f3+0aNECjz32GN566y1s3boVt2/flvT18PCAXq83PZydna1SBxEREdmfGoelpUuXIi4uDm5ubhWmubu744UXXsDixYstOrg7MjIy4OHhgbCwMFNbVFQUtFot9u7dW+PlFBUVwc3NDfXqSTeoTZgwAV5eXujatSuSk5Or/YuhpKQEBoNB8qC6RTVX6VdooQotq1JKvaWEUuuqjFJv7aLMqmqnxmHp8OHDkl1Vd+vdu7fVrrGUl5cHHx8fSVu9evXQqFEj5OXl1WgZly9fxpw5czBu3DhJ++zZs/HFF18gNTUVgwcPxksvvYTly5fLLispKQnu7u6mR0BAgHkFERERkd2ocVjKz8+Ho6NjldPr1auHS5cumfXir7/+eqUHWP/1cfLkSbOWWRmDwYB+/fqhXbt2mDlzpmTam2++iUceeQRdunTBtGnTMHXqVCxatEh2eYmJiSgqKjI9fvvtt3seIxEREdVNNT7Au0mTJjh27BiCg4MrnX7kyBH4+fmZ9eKTJ0/GqFGjZPs0b94cer0eBQUFkvbbt2/j6tWr0Ov1svNfu3YNMTExaNiwITZt2iQb+AAgPDwcc+bMQUlJCXQ6XaV9dDpdldOIiIhIWWoclvr27Ys333wTMTExFQ6AvnnzJmbMmIEnnnjCrBf39vaGt7d3tf0iIiJQWFiIAwcOIDQ0FMCfB5wbjUaEh4dXOZ/BYEB0dDR0Oh22bNlSowO3MzMz4enpyTBEREREAMwIS2+88QY2btyIVq1aIT4+Hq1btwYAnDx5EitWrEB5eTn++c9/WmWQbdu2RUxMDOLi4rBy5UqUlZUhPj4ew4YNg7+/PwDgwoULiIyMxLp169C1a1cYDAb07t0bxcXF+OSTTyQHYnt7e8PBwQFbt25Ffn4+Hn74YTg7OyM1NRXz5s3Da6+9ZpU6iIiIyP7UOCz5+vpiz549GD9+PBITE01njGk0GkRHR2PFihXw9fW12kA//fRTxMfHIzIyElqtFoMHD8ayZctM08vKypCVlYXi4mIAwMGDB01nyt296zA7OxtBQUFwdHTEihUr8Oqrr0IIgeDgYCxevBhxcXFWq4OICFDPdXoEbw5HCmDWRSkDAwOxbds2/PHHHzh9+jSEEGjZsiU8PT2tNT6TRo0aVXkBSgAICgqSfPj06tWr2g+jmJgY2TP8iIiIiMy+gjcAeHp64qGHHrL0WIiIiIjqHLPvDUdERESkJgxLpGhKPV5CJYe7KHTtkRKo6b2p1M9RczAsEREREclgWCJFUuq9mu6mUejdm9Sy/gAFr0NbD4DumYp+DavFsEREREQkg2GJiIiISAbDEhEREZEMhiUiIiIiGQxLRERERDIYloiIyGrUck0wUjaGJSIiIiIZDEtEREREMhiWSNGUugtAoWVVpJpCyd4o9bOlMmqqtSoMS0REREQyGJaI7JhSb0eg0LIqpdR1qNzCpJRcplJvxVMbDEtEREREMhiWiIiIiGQwLBERERHJYFgiIiIiksGwRERERCSDYYmIiIhIBsMSEZENqOVCf2qpk5SNYYmIiIhIBsMSERERkQyGJVI0pe4BUMuuDZWUSXZIqOjdqZ5Kq8awRERERCSDYYkUScn3a/orpZaplvUHKHgd2noA94mS61TT72F1GJaIiIiIZDAsEREREclgWCIiIiKSYTdh6erVqxgxYgTc3Nzg4eGBMWPG4Pr167Lz9OrVCxqNRvJ48cUXJX1ycnLQr18/uLi4wMfHB1OmTMHt27etWQoRERHZkXq2HkBNjRgxArm5uUhNTUVZWRlGjx6NcePG4bPPPpOdLy4uDrNnzzY9d3FxMf2/vLwc/fr1g16vx549e5Cbm4vY2Fg4Ojpi3rx5VquFiIiI7IddhKUTJ04gJSUFP//8M8LCwgAAy5cvR9++ffH222/D39+/ynldXFyg1+srnfbtt9/il19+wY4dO+Dr64uQkBDMmTMH06ZNw8yZM+Hk5GSVeoiIiMh+2MVuuIyMDHh4eJiCEgBERUVBq9Vi7969svN++umn8PLyQocOHZCYmIji4mLJcjt27AhfX19TW3R0NAwGA44fP17lMktKSmAwGCQPIiJzqOWihmqpk5TNLrYs5eXlwcfHR9JWr149NGrUCHl5eVXO9+yzzyIwMBD+/v44cuQIpk2bhqysLGzcuNG03L8GJQCm53LLTUpKwqxZs2pbDhEREdkRm4al119/HQsWLJDtc+LEiVovf9y4cab/d+zYEX5+foiMjMSZM2fQokWLWi83MTERCQkJpucGgwEBAQG1Xh4RERHVXTYNS5MnT8aoUaNk+zRv3hx6vR4FBQWS9tu3b+Pq1atVHo9UmfDwcADA6dOn0aJFC+j1euzbt0/SJz8/HwBkl6vT6aDT6Wr8umQ7QqE3UVPLrg2lrj9SADW9Nfl7aNuw5O3tDW9v72r7RUREoLCwEAcOHEBoaCgAYOfOnTAajaYAVBOZmZkAAD8/P9Ny33rrLRQUFJh286WmpsLNzQ3t2rUzsxoiIiJSIrs4wLtt27aIiYlBXFwc9u3bhx9//BHx8fEYNmyY6Uy4CxcuoE2bNqYtRWfOnMGcOXNw4MABnDt3Dlu2bEFsbCweffRRdOrUCQDQu3dvtGvXDs8//zwOHz6M7du344033sCECRO45cjOqeWeRkqtU6PoO27dRaGlKvW9eTeNggtVcGlms4uwBPx5VlubNm0QGRmJvn37onv37vjwww9N08vKypCVlWU6283JyQk7duxA79690aZNG0yePBmDBw/G1q1bTfM4ODjg66+/hoODAyIiIvDcc88hNjZWcl0mIiIiUje7OBsOABo1aiR7AcqgoCDJ8Q0BAQH47rvvql1uYGAgtm3bZpExEhERkfLYzZYlIiIiIltgWCIiIiKSwbBEREREJINhiYiIiEgGwxIRkQ2o5Tp/aqmTlI1hiYiIiEgGwxIpmlL/qFXLX+sqKZPskJrem2qqtSoMS0REREQyGJZIkdRyuwyl1qmm2ywodh0qtK67KblKtazDmmBYIiIiIpLBsEREREQkg2GJiIiISAbDEhEREZEMhiUiIiIiGQxLRERERDIYloiIiIhkMCwREdmAWq6KrJY6SdkYloiIiIhkMCyRoqnlHmpKxfVHdZWa3ptqqrUqDEtEREREMhiWSJHUcm8xtdSpZEpdh0qt626KrlPJtZmJYYmIiIhIBsMSERERkQyGJSIiIiIZDEtEREREMhiWiIiIiGQwLBERERHJYFgiIiIiksGwRERkA0Ill0VWSZmkcAxLpHDK/KRWzRetQtcf2T81vTfV8nkjh2GJiIiISIbdhKWrV69ixIgRcHNzg4eHB8aMGYPr169X2f/cuXPQaDSVPr788ktTv8qmr1+//n6URFaklqv0K7VORd9C4i5KLVWpdd1No+BKlVuZ+erZegA1NWLECOTm5iI1NRVlZWUYPXo0xo0bh88++6zS/gEBAcjNzZW0ffjhh1i0aBH69OkjaV+9ejViYmJMzz08PCw+fiIiIrJPdhGWTpw4gZSUFPz8888ICwsDACxfvhx9+/bF22+/DX9//wrzODg4QK/XS9o2bdqEZ555Bq6urpJ2Dw+PCn2JiIiIADvZDZeRkQEPDw9TUAKAqKgoaLVa7N27t0bLOHDgADIzMzFmzJgK0yZMmAAvLy907doVycnJ1R7MVlJSAoPBIHkQERGRMtnFlqW8vDz4+PhI2urVq4dGjRohLy+vRstYtWoV2rZti27duknaZ8+ejcceewwuLi749ttv8dJLL+H69euYOHFilctKSkrCrFmzzC+EiIiI7I5Ntyy9/vrrVR6Efedx8uTJe36dmzdv4rPPPqt0q9Kbb76JRx55BF26dMG0adMwdepULFq0SHZ5iYmJKCoqMj1+++23ex4jERER1U023bI0efJkjBo1SrZP8+bNodfrUVBQIGm/ffs2rl69WqNjjb766isUFxcjNja22r7h4eGYM2cOSkpKoNPpKu2j0+mqnEZERETKYtOw5O3tDW9v72r7RUREoLCwEAcOHEBoaCgAYOfOnTAajQgPD692/lWrVmHAgAE1eq3MzEx4enoyDBEREREAOzlmqW3btoiJiUFcXBxWrlyJsrIyxMfHY9iwYaYz4S5cuIDIyEisW7cOXbt2Nc17+vRp7N69G9u2bauw3K1btyI/Px8PP/wwnJ2dkZqainnz5uG11167b7URkTqp55rI6qmUlMsuwhIAfPrpp4iPj0dkZCS0Wi0GDx6MZcuWmaaXlZUhKysLxcXFkvmSk5PxwAMPoHfv3hWW6ejoiBUrVuDVV1+FEALBwcFYvHgx4uLirF4PERER2Qe7CUuNGjWq8gKUABAUFFTpKf/z5s3DvHnzKp0nJiZGcjFKUh6l3tJIoWVVoNT1R/ZPTe9NFZVaJbu4zhIRERGRrTAskSJp1HJzMYXWqZr1B+XWqtCyKlJwnUp9b9YGwxIRERGRDIYlIiIiIhkMS0REREQyGJaIiIiIZDAsEREREclgWCIiIiKSwbBEREREJINhiYjIFlRyWWQ1XemalIthiRRNqZ/TavkCUkmZZIfU9N5Uy+eNHIYlIiIiIhkMS6RIarlIv1LrVGpdlVHqHSU0KlmLSq5SybWZi2GJiIiISAbDEhEREZEMhiUiIiIiGQxLRERERDIYloiIiIhkMCwRERERyWBYIiIiIpLBsEREREQkg2GJiMgG1HIHCbXUScrGsESKptR7Ggm1fAWppEyyP0KpHy6VUE+lVWNYIiIiIpLBsETKpJKbGin2vmIKrasyii1VsYVJKfm9quTazMWwRERERCSDYYmIiIhIBsMSERERkQyGJSIiIiIZDEtEREREMhiWiIiIiGTYTVh666230K1bN7i4uMDDw6NG8wghMH36dPj5+aF+/fqIiorCqVOnJH2uXr2KESNGwM3NDR4eHhgzZgyuX79uhQqIiIjIHtlNWCotLcWQIUMwfvz4Gs+zcOFCLFu2DCtXrsTevXvRoEEDREdH49atW6Y+I0aMwPHjx5Gamoqvv/4au3fvxrhx46xRAhEREdmherYeQE3NmjULALBmzZoa9RdCYOnSpXjjjTcwcOBAAMC6devg6+uLzZs3Y9iwYThx4gRSUlLw888/IywsDACwfPly9O3bF2+//Tb8/f2tUgvdPwXXbuH3P4ptPQyLu1FSbush3BdGIRS5/gCgrNxo6yHcFzdLyxW5DvOKblXfSSGKikvrxDr0dXOGo4NttvHYTVgyV3Z2NvLy8hAVFWVqc3d3R3h4ODIyMjBs2DBkZGTAw8PDFJQAICoqClqtFnv37sWTTz5Z6bJLSkpQUlJiem4wGKxXCN2T+M8O2XoIdA9uGwW6L9hl62HQPcg4e4Xr0M4t23kay3aetvUwsHNyTzT3drXJays2LOXl5QEAfH19Je2+vr6maXl5efDx8ZFMr1evHho1amTqU5mkpCTTli6qm57o5I+Pdp+FUcE3u2zo7IgeLb1sPQyr8G3ojIebN8KhnEJbD8Wqgho3QFs/N1sPwyq6BjVCE4/6uHy9pPrOdmxAZ+XugXi8nS92nSxAye26sRVUY8P7r9g0LL3++utYsGCBbJ8TJ06gTZs292lENZOYmIiEhATTc4PBgICAABuOiO6W8HgrJDzeytbDoFrSajVYPy7C1sOgexDk1QA/vv6YrYdB9+CJTv54opNyw6A5bBqWJk+ejFGjRsn2ad68ea2WrdfrAQD5+fnw8/Mztefn5yMkJMTUp6CgQDLf7du3cfXqVdP8ldHpdNDpdLUaFxEREdkXm4Ylb29veHt7W2XZzZo1g16vR1pamikcGQwG7N2713RGXUREBAoLC3HgwAGEhoYCAHbu3Amj0Yjw8HCrjIuIiIjsi91cOiAnJweZmZnIyclBeXk5MjMzkZmZKbkmUps2bbBp0yYAf+7bnDRpEubOnYstW7bg6NGjiI2Nhb+/PwYNGgQAaNu2LWJiYhAXF4d9+/bhxx9/RHx8PIYNG8Yz4YiIiAiAHR3gPX36dKxdu9b0vEuXLgCAXbt2oVevXgCArKwsFBUVmfpMnToVN27cwLhx41BYWIju3bsjJSUFzs7Opj6ffvop4uPjERkZCa1Wi8GDB2PZsmX3pygiIiKq8zRCKPh0ofvEYDDA3d0dRUVFcHNT5pktRERESlPT72+72Q1HREREZAsMS0REREQyGJaIiIiIZDAsEREREclgWCIiIiKSwbBEREREJINhiYiIiEgGwxIRERGRDIYlIiIiIhl2c7uTuuzORdANBoONR0JEREQ1ded7u7qbmTAsWcC1a9cAAAEBATYeCREREZnr2rVrcHd3r3I67w1nAUajERcvXkTDhg2h0WgstlyDwYCAgAD89ttvir3nnNJrZH32T+k1sj77p/QarVmfEALXrl2Dv78/tNqqj0ziliUL0Gq1eOCBB6y2fDc3N0X+AvyV0mtkffZP6TWyPvun9BqtVZ/cFqU7eIA3ERERkQyGJSIiIiIZDEt1mE6nw4wZM6DT6Ww9FKtReo2sz/4pvUbWZ/+UXmNdqI8HeBMRERHJ4JYlIiIiIhkMS0REREQyGJaIiIiIZDAsEREREclgWKrDVqxYgaCgIDg7OyM8PBz79u2z9ZCqlZSUhIceeggNGzaEj48PBg0ahKysLEmfXr16QaPRSB4vvviipE9OTg769esHFxcX+Pj4YMqUKbh9+/b9LKVKM2fOrDD+Nm3amKbfunULEyZMQOPGjeHq6orBgwcjPz9fsoy6XF9QUFCF+jQaDSZMmADAPtff7t270b9/f/j7+0Oj0WDz5s2S6UIITJ8+HX5+fqhfvz6ioqJw6tQpSZ+rV69ixIgRcHNzg4eHB8aMGYPr169L+hw5cgQ9evSAs7MzAgICsHDhQmuXBkC+vrKyMkybNg0dO3ZEgwYN4O/vj9jYWFy8eFGyjMrW+/z58yV96mJ9ADBq1KgKY4+JiZH0qcvrD6i+xsp+JzUaDRYtWmTqU5fXYU2+Gyz12Zmeno4HH3wQOp0OwcHBWLNmzb0XIKhOWr9+vXBychLJycni+PHjIi4uTnh4eIj8/HxbD01WdHS0WL16tTh27JjIzMwUffv2FU2bNhXXr1839enZs6eIi4sTubm5pkdRUZFp+u3bt0WHDh1EVFSUOHTokNi2bZvw8vISiYmJtiipghkzZoj27dtLxn/p0iXT9BdffFEEBASItLQ0sX//fvHwww+Lbt26mabX9foKCgoktaWmpgoAYteuXUII+1x/27ZtE//85z/Fxo0bBQCxadMmyfT58+cLd3d3sXnzZnH48GExYMAA0axZM3Hz5k1Tn5iYGNG5c2fx008/ie+//14EBweL4cOHm6YXFRUJX19fMWLECHHs2DHx+eefi/r164sPPvjApvUVFhaKqKgosWHDBnHy5EmRkZEhunbtKkJDQyXLCAwMFLNnz5as17/+3tbV+oQQYuTIkSImJkYy9qtXr0r61OX1J0T1Nf61ttzcXJGcnCw0Go04c+aMqU9dXoc1+W6wxGfn2bNnhYuLi0hISBC//PKLWL58uXBwcBApKSn3NH6GpTqqa9euYsKECabn5eXlwt/fXyQlJdlwVOYrKCgQAMR3331nauvZs6d45ZVXqpxn27ZtQqvViry8PFPb+++/L9zc3ERJSYk1h1sjM2bMEJ07d650WmFhoXB0dBRffvmlqe3EiRMCgMjIyBBC1P367vbKK6+IFi1aCKPRKISw//V39xeR0WgUer1eLFq0yNRWWFgodDqd+Pzzz4UQQvzyyy8CgPj5559Nff773/8KjUYjLly4IIQQ4r333hOenp6SGqdNmyZat25t5YqkKvuivdu+ffsEAHH+/HlTW2BgoFiyZEmV89Tl+kaOHCkGDhxY5Tz2tP6EqNk6HDhwoHjsscckbfayDoWo+N1gqc/OqVOnivbt20tea+jQoSI6OvqexsvdcHVQaWkpDhw4gKioKFObVqtFVFQUMjIybDgy8xUVFQEAGjVqJGn/9NNP4eXlhQ4dOiAxMRHFxcWmaRkZGejYsSN8fX1NbdHR0TAYDDh+/Pj9GXg1Tp06BX9/fzRv3hwjRoxATk4OAODAgQMoKyuTrLs2bdqgadOmpnVnD/XdUVpaik8++QR///vfJTeJtvf191fZ2dnIy8uTrDN3d3eEh4dL1pmHhwfCwsJMfaKioqDVarF3715Tn0cffRROTk6mPtHR0cjKysIff/xxn6qpmaKiImg0Gnh4eEja58+fj8aNG6NLly5YtGiRZPdGXa8vPT0dPj4+aN26NcaPH48rV66Ypilt/eXn5+Obb77BmDFjKkyzl3V493eDpT47MzIyJMu40+devzt5I9066PLlyygvL5e8IQDA19cXJ0+etNGozGc0GjFp0iQ88sgj6NChg6n92WefRWBgIPz9/XHkyBFMmzYNWVlZ2LhxIwAgLy+v0trvTLO18PBwrFmzBq1bt0Zubi5mzZqFHj164NixY8jLy4OTk1OFLyFfX1/T2Ot6fX+1efNmFBYWYtSoUaY2e19/d7szpsrG/Nd15uPjI5ler149NGrUSNKnWbNmFZZxZ5qnp6dVxm+uW7duYdq0aRg+fLjkpqQTJ07Egw8+iEaNGmHPnj1ITExEbm4uFi9eDKBu1xcTE4OnnnoKzZo1w5kzZ/CPf/wDffr0QUZGBhwcHBS1/gBg7dq1aNiwIZ566ilJu72sw8q+Gyz12VlVH4PBgJs3b6J+/fq1GjPDElnNhAkTcOzYMfzwww+S9nHjxpn+37FjR/j5+SEyMhJnzpxBixYt7vcwzdanTx/T/zt16oTw8HAEBgbiiy++qPUvYl21atUq9OnTB/7+/qY2e19/alZWVoZnnnkGQgi8//77kmkJCQmm/3fq1AlOTk544YUXkJSUVOdvozFs2DDT/zt27IhOnTqhRYsWSE9PR2RkpA1HZh3JyckYMWIEnJ2dJe32sg6r+m6oy7gbrg7y8vKCg4NDhbMA8vPzodfrbTQq88THx+Prr7/Grl278MADD8j2DQ8PBwCcPn0aAKDX6yut/c60usbDwwOtWrXC6dOnodfrUVpaisLCQkmfv647e6nv/Pnz2LFjB8aOHSvbz97X350xyf2+6fV6FBQUSKbfvn0bV69etZv1eiconT9/HqmpqZKtSpUJDw/H7du3ce7cOQB1v76/at68Oby8vCTvSXtff3d8//33yMrKqvb3Eqib67Cq7wZLfXZW1cfNze2e/phlWKqDnJycEBoairS0NFOb0WhEWloaIiIibDiy6gkhEB8fj02bNmHnzp0VNvlWJjMzEwDg5+cHAIiIiMDRo0clH253PtzbtWtnlXHfi+vXr+PMmTPw8/NDaGgoHB0dJesuKysLOTk5pnVnL/WtXr0aPj4+6Nevn2w/e19/zZo1g16vl6wzg8GAvXv3StZZYWEhDhw4YOqzc+dOGI1GU1iMiIjA7t27UVZWZuqTmpqK1q1b23wXzp2gdOrUKezYsQONGzeudp7MzExotVrT7qu6XN/dfv/9d1y5ckXynrTn9fdXq1atQmhoKDp37lxt37q0Dqv7brDUZ2dERIRkGXf63PN35z0dHk5Ws379eqHT6cSaNWvEL7/8IsaNGyc8PDwkZwHURePHjxfu7u4iPT1dcvpqcXGxEEKI06dPi9mzZ4v9+/eL7Oxs8Z///Ec0b95cPProo6Zl3Dk9tHfv3iIzM1OkpKQIb2/vOnNq/eTJk0V6errIzs4WP/74o4iKihJeXl6ioKBACPHn6a9NmzYVO3fuFPv37xcREREiIiLCNH9dr0+IP8++bNq0qZg2bZqk3V7X37Vr18ShQ4fEoUOHBACxePFicejQIdPZYPPnzxceHh7iP//5jzhy5IgYOHBgpZcO6NKli9i7d6/44YcfRMuWLSWnnhcWFgpfX1/x/PPPi2PHjon169cLFxeX+3Jatlx9paWlYsCAAeKBBx4QmZmZkt/LO2cQ7dmzRyxZskRkZmaKM2fOiE8++UR4e3uL2NjYOl/ftWvXxGuvvSYyMjJEdna22LFjh3jwwQdFy5Ytxa1bt0zLqMvrr7oa7ygqKhIuLi7i/fffrzB/XV+H1X03CGGZz847lw6YMmWKOHHihFixYgUvHaB0y5cvF02bNhVOTk6ia9eu4qeffrL1kKoFoNLH6tWrhRBC5OTkiEcffVQ0atRI6HQ6ERwcLKZMmSK5To8QQpw7d0706dNH1K9fX3h5eYnJkyeLsrIyG1RU0dChQ4Wfn59wcnISTZo0EUOHDhWnT582Tb9586Z46aWXhKenp3BxcRFPPvmkyM3NlSyjLtcnhBDbt28XAERWVpak3V7X365duyp9X44cOVII8eflA958803h6+srdDqdiIyMrFD7lStXxPDhw4Wrq6twc3MTo0ePFteuXZP0OXz4sOjevbvQ6XSiSZMmYv78+TavLzs7u8rfyzvXzjpw4IAIDw8X7u7uwtnZWbRt21bMmzdPEjbqan3FxcWid+/ewtvbWzg6OorAwEARFxdX4Q/Lurz+qqvxjg8++EDUr19fFBYWVpi/rq/D6r4bhLDcZ+euXbtESEiIcHJyEs2bN5e8Rm1p/r8IIiIiIqoEj1kiIiIiksGwRERERCSDYYmIiIhIBsMSERERkQyGJSIiIiIZDEtEREREMhiWiIiIiGQwLBGR3Ro1ahQGDRp03193zZo10Gg00Gg0mDRpktVe59y5c6bXCQkJsdrrEJG8erYeABFRZTQajez0GTNm4J133oGtrqvr5uaGrKwsNGjQwGqvERAQgNzcXLz99tvYsWOH1V6HiOQxLBFRnZSbm2v6/4YNGzB9+nRkZWWZ2lxdXeHq6mqLoQH4M8xZ+07tDg4O0Ov1Nq2TiLgbjojqKL1eb3q4u7ubwsmdh6ura4XdcL169cLLL7+MSZMmwdPTE76+vvjoo49w48YNjB49Gg0bNkRwcDD++9//Sl7r2LFj6NOnD1xdXeHr64vnn38ely9fNnvMQUFBmDt3LmJjY+Hq6orAwEBs2bIFly5dwsCBA+Hq6opOnTph//79pnnOnz+P/v37w9PTEw0aNED79u2xbdu2Wv/ciMjyGJaISFHWrl0LLy8v7Nu3Dy+//DLGjx+PIUOGoFu3bjh48CB69+6N559/HsXFxQCAwsJCPPbYY+jSpQv279+PlJQU5Ofn45lnnqnV6y9ZsgSPPPIIDh06hH79+uH5559HbGwsnnvuORw8eBAtWrRAbGysaffhhAkTUFJSgt27d+Po0aNYsGABtyQR1TEMS0SkKJ07d8Ybb7yBli1bIjExEc7OzvDy8kJcXBxatmyJ6dOn48qVKzhy5AgA4N1330WXLl0wb948tGnTBl26dEFycjJ27dqFX3/91ezX79u3L1544QXTaxkMBjz00EMYMmQIWrVqhWnTpuHEiRPIz88HAOTk5OCRRx5Bx44d0bx5czzxxBN49NFHLfozIaJ7w7BERIrSqVMn0/8dHBzQuHFjdOzY0dTm6+sLACgoKAAAHD58GLt27TIdA+Xq6oo2bdoAAM6cOXNPr3/nteRef+LEiZg7dy4eeeQRzJgxwxTiiKjuYFgiIkVxdHSUPNdoNJK2O2fZGY1GAMD169fRv39/ZGZmSh6nTp2q1Raeyl5L7vXHjh2Ls2fP4vnnn8fRo0cRFhaG5cuXm/26RGQ9DEtEpGoPPvggjh8/jqCgIAQHB0se1rwswF8FBATgxRdfxMaNGzF58mR89NFH9+V1iahmGJaISNUmTJiAq1evYvjw4fj5559x5swZbN++HaNHj0Z5ebnVX3/SpEnYvn07srOzcfDgQezatQtt27a1+usSUc0xLBGRqvn7++PHH39EeXk5evfujY4dO2LSpEnw8PCAVmv9j8jy8nJMmDABbdu2RUxMDFq1aoX33nvP6q9LRDWnEba6/C0RkZ1as2YNJk2ahMLCwvvyejNnzsTmzZuRmZl5X16PiKS4ZYmIqBaKiorg6uqKadOmWe01cnJy4Orqinnz5lntNYioetyyRERkpmvXrpmuk+Th4QEvLy+rvM7t27dx7tw5AIBOp0NAQIBVXoeI5DEsEREREcngbjgiIiIiGQxLRERERDIYloiIiIhkMCwRERERyWBYIiIiIpLBsEREREQkg2GJiIiISAbDEhEREZEMhiUiIiIiGf8Hrf+pLtablScAAAAASUVORK5CYII=", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -708,10 +735,10 @@ "start_time": "2025-10-06T04:10:41.145512Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:29.185581Z", - "iopub.status.busy": "2026-06-19T06:03:29.185437Z", - "iopub.status.idle": "2026-06-19T06:03:29.189471Z", - "shell.execute_reply": "2026-06-19T06:03:29.188581Z" + "iopub.execute_input": "2026-07-08T14:20:35.955822Z", + "iopub.status.busy": "2026-07-08T14:20:35.955675Z", + "iopub.status.idle": "2026-07-08T14:20:35.959341Z", + "shell.execute_reply": "2026-07-08T14:20:35.958621Z" } }, "outputs": [ @@ -751,10 +778,10 @@ "start_time": "2025-10-06T04:10:41.465636Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:03:29.191115Z", - "iopub.status.busy": "2026-06-19T06:03:29.190931Z", - "iopub.status.idle": "2026-06-19T06:03:29.571623Z", - "shell.execute_reply": "2026-06-19T06:03:29.570755Z" + "iopub.execute_input": "2026-07-08T14:20:35.960883Z", + "iopub.status.busy": "2026-07-08T14:20:35.960718Z", + "iopub.status.idle": "2026-07-08T14:20:36.317681Z", + "shell.execute_reply": "2026-07-08T14:20:36.316755Z" } }, "outputs": [ diff --git a/docs/tutorial_toolbox/joint_equations.ipynb b/docs/tutorial_toolbox/joint_equations.ipynb index 5cc9be684..2dffde608 100644 --- a/docs/tutorial_toolbox/joint_equations.ipynb +++ b/docs/tutorial_toolbox/joint_equations.ipynb @@ -29,11 +29,29 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "be08d171", - "metadata": {}, - "source": "import brainpy as bp", - "outputs": [], - "execution_count": null + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-08T10:31:55.422596Z", + "iopub.status.busy": "2026-07-08T10:31:55.422431Z", + "iopub.status.idle": "2026-07-08T10:32:03.017393Z", + "shell.execute_reply": "2026-07-08T10:32:03.016338Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], + "source": [ + "import brainpy as bp" + ] }, { "cell_type": "markdown", @@ -53,20 +71,26 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "2921b856", "metadata": { "ExecuteTime": { "end_time": "2025-11-03T08:47:30.526844Z", "start_time": "2025-11-03T08:47:30.524677Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:32:03.019530Z", + "iopub.status.busy": "2026-07-08T10:32:03.019248Z", + "iopub.status.idle": "2026-07-08T10:32:03.023201Z", + "shell.execute_reply": "2026-07-08T10:32:03.022060Z" } }, + "outputs": [], "source": [ "a, b = 0.02, 0.20\n", "dV = lambda V, t, u, Iext: 0.04 * V * V + 5 * V + 140 - u + Iext\n", "du = lambda u, t, V: a * (b * V - u)" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -78,18 +102,24 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "08ac3b75", "metadata": { "ExecuteTime": { "end_time": "2025-11-03T08:47:36.337738Z", "start_time": "2025-11-03T08:47:36.334856Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:32:03.025574Z", + "iopub.status.busy": "2026-07-08T10:32:03.025219Z", + "iopub.status.idle": "2026-07-08T10:32:03.028460Z", + "shell.execute_reply": "2026-07-08T10:32:03.027426Z" } }, + "outputs": [], "source": [ "joint_eq = bp.JointEq(dV, du)" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -101,18 +131,24 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "356cf60d", "metadata": { "ExecuteTime": { "end_time": "2025-11-03T08:47:38.014070Z", "start_time": "2025-11-03T08:47:38.009818Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:32:03.030329Z", + "iopub.status.busy": "2026-07-08T10:32:03.030096Z", + "iopub.status.idle": "2026-07-08T10:32:03.033475Z", + "shell.execute_reply": "2026-07-08T10:32:03.032468Z" } }, + "outputs": [], "source": [ "itg = bp.odeint(joint_eq, method='rk2')" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -144,13 +180,21 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "4dec7537", "metadata": { "ExecuteTime": { "end_time": "2025-11-03T08:47:40.678739Z", "start_time": "2025-11-03T08:47:40.675701Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:32:03.035496Z", + "iopub.status.busy": "2026-07-08T10:32:03.035332Z", + "iopub.status.idle": "2026-07-08T10:32:03.039519Z", + "shell.execute_reply": "2026-07-08T10:32:03.037971Z" } }, + "outputs": [], "source": [ "def diff(V, u, t, Iext):\n", " dV = 0.04 * V * V + 5 * V + 140 - u + Iext\n", @@ -158,9 +202,7 @@ " return dV, du\n", "\n", "itg_V_u = bp.odeint(diff, method='rk2')" - ], - "outputs": [], - "execution_count": 5 + ] }, { "cell_type": "markdown", @@ -172,19 +214,25 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "12e5d88d", "metadata": { "ExecuteTime": { "end_time": "2025-11-03T08:47:42.491024Z", "start_time": "2025-11-03T08:47:42.487721Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:32:03.041404Z", + "iopub.status.busy": "2026-07-08T10:32:03.041204Z", + "iopub.status.idle": "2026-07-08T10:32:03.044562Z", + "shell.execute_reply": "2026-07-08T10:32:03.043688Z" } }, + "outputs": [], "source": [ "int_V = bp.odeint(dV, method='rk2')\n", "int_u = bp.odeint(du, method='rk2')" - ], - "outputs": [], - "execution_count": 6 + ] }, { "cell_type": "markdown", @@ -198,14 +246,20 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "38101bec", "metadata": { "ExecuteTime": { "end_time": "2025-11-03T08:47:43.649877Z", "start_time": "2025-11-03T08:47:43.643994Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:32:03.046968Z", + "iopub.status.busy": "2026-07-08T10:32:03.046761Z", + "iopub.status.idle": "2026-07-08T10:32:03.052355Z", + "shell.execute_reply": "2026-07-08T10:32:03.051298Z" } }, - "source": "bp.odeint(dV, method='rk2', show_code=True)", "outputs": [ { "name": "stdout", @@ -219,14 +273,14 @@ " V_new = V + dV_k1 * dt * 0.25 + dV_k2 * dt * 0.75\n", " return V_new\n", "\n", - "{'f': at 0x12ef725c0>}\n", + "{'f': at 0x751d83a891c0>}\n", "\n" ] }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 7, @@ -234,7 +288,9 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "bp.odeint(dV, method='rk2', show_code=True)" + ] }, { "cell_type": "markdown", @@ -248,17 +304,20 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "32901ae6", "metadata": { "ExecuteTime": { "end_time": "2025-11-03T08:47:47.051374Z", "start_time": "2025-11-03T08:47:47.045364Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:32:03.054894Z", + "iopub.status.busy": "2026-07-08T10:32:03.054660Z", + "iopub.status.idle": "2026-07-08T10:32:03.059713Z", + "shell.execute_reply": "2026-07-08T10:32:03.058524Z" } }, - "source": [ - "eq = bp.JointEq(dV, du)\n", - "bp.odeint(eq, method='rk2', show_code=True)" - ], "outputs": [ { "name": "stdout", @@ -274,14 +333,14 @@ " u_new = u + du_k1 * dt * 0.25 + du_k2 * dt * 0.75\n", " return V_new, u_new\n", "\n", - "{'f': }\n", + "{'f': }\n", "\n" ] }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -289,7 +348,10 @@ "output_type": "execute_result" } ], - "execution_count": 8 + "source": [ + "eq = bp.JointEq(dV, du)\n", + "bp.odeint(eq, method='rk2', show_code=True)" + ] }, { "cell_type": "markdown", @@ -306,9 +368,7 @@ "source": [ "## Second-Order ODEs with `brainpy.JointEq`\n", "\n", - "A common use case for `JointEq` is solving second-order ordinary differential equations (ODEs). ", - "Second-order ODEs appear in many physical systems, such as the harmonic oscillator, pendulum, ", - "or neural mass models like the Jansen-Rit model.\n", + "A common use case for `JointEq` is solving second-order ordinary differential equations (ODEs). Second-order ODEs appear in many physical systems, such as the harmonic oscillator, pendulum, or neural mass models like the Jansen-Rit model.\n", "\n", "When using `JointEq` for second-order ODEs, it's important to follow the correct function signature pattern." ] @@ -334,13 +394,29 @@ }, { "cell_type": "code", + "execution_count": 9, "id": "second_order_code", "metadata": { "ExecuteTime": { "end_time": "2025-11-03T08:47:50.381208Z", "start_time": "2025-11-03T08:47:50.377324Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:32:03.061432Z", + "iopub.status.busy": "2026-07-08T10:32:03.061271Z", + "iopub.status.idle": "2026-07-08T10:32:03.065015Z", + "shell.execute_reply": "2026-07-08T10:32:03.064020Z" } }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Joint equation signature: (x, v, t)\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", @@ -363,17 +439,7 @@ "# Create joint equation\n", "joint_eq = bp.JointEq(dx, dv)\n", "print(f\"Joint equation signature: {joint_eq.__signature__}\")" - ], - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Joint equation signature: (x, v, t)\n" - ] - } - ], - "execution_count": 9 + ] }, { "cell_type": "markdown", @@ -399,8 +465,7 @@ " return v\n", "```\n", "\n", - "**Rule:** Each state variable should appear as the **first parameter before** `t` in exactly one derivative function. ", - "If a variable is needed as a dependency in another function, it should be placed **after** `t`.\n", + "**Rule:** Each state variable should appear as the **first parameter before** `t` in exactly one derivative function. If a variable is needed as a dependency in another function, it should be placed **after** `t`.\n", "\n", "This ensures that `JointEq` knows which variable each function is differentiating and which variables are dependencies." ] @@ -412,19 +477,34 @@ "source": [ "### Example: Jansen-Rit Model\n", "\n", - "The Jansen-Rit model is a neural mass model with three coupled second-order ODEs. ", - "Here's how to implement it correctly with `JointEq`:" + "The Jansen-Rit model is a neural mass model with three coupled second-order ODEs. Here's how to implement it correctly with `JointEq`:" ] }, { "cell_type": "code", + "execution_count": 10, "id": "jansen_rit_code", "metadata": { "ExecuteTime": { "end_time": "2025-11-03T08:47:55.398154Z", "start_time": "2025-11-03T08:47:55.348911Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:32:03.066533Z", + "iopub.status.busy": "2026-07-08T10:32:03.066376Z", + "iopub.status.idle": "2026-07-08T10:32:03.099979Z", + "shell.execute_reply": "2026-07-08T10:32:03.098338Z" } }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Jansen-Rit model created successfully!\n" + ] + } + ], "source": [ "class JansenRitModel(bp.dyn.NeuDyn):\n", " def __init__(self, size=1, A=3.25, te=10, B=22, ti=20, C=135, \n", @@ -488,17 +568,7 @@ "# Create and test the model\n", "model = JansenRitModel(size=1)\n", "print(\"Jansen-Rit model created successfully!\")" - ], - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Jansen-Rit model created successfully!\n" - ] - } - ], - "execution_count": 10 + ] }, { "cell_type": "markdown", @@ -527,7 +597,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/tutorial_toolbox/ode_numerical_solvers.ipynb b/docs/tutorial_toolbox/ode_numerical_solvers.ipynb index 53bf089c5..b2c5bff89 100644 --- a/docs/tutorial_toolbox/ode_numerical_solvers.ipynb +++ b/docs/tutorial_toolbox/ode_numerical_solvers.ipynb @@ -32,27 +32,32 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "specialized-wyoming", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:37.821043Z", "start_time": "2025-10-06T05:13:32.744004Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:43.097958Z", + "iopub.status.busy": "2026-07-08T14:20:43.097840Z", + "iopub.status.idle": "2026-07-08T14:20:46.465952Z", + "shell.execute_reply": "2026-07-08T14:20:46.465073Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "import matplotlib.pyplot as plt\n", - "\n", - "bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -60,7 +65,15 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "import matplotlib.pyplot as plt\n", + "\n", + "bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -87,21 +100,27 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "failing-headset", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:37.829852Z", "start_time": "2025-10-06T05:13:37.826271Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:46.467635Z", + "iopub.status.busy": "2026-07-08T14:20:46.467352Z", + "iopub.status.idle": "2026-07-08T14:20:46.470107Z", + "shell.execute_reply": "2026-07-08T14:20:46.469387Z" } }, + "outputs": [], "source": [ "def diff(x, y, t, p1, p2):\n", " dx = f1(x, t, y, p1)\n", " dy = g1(y, t, x, p2)\n", " return dx, dy" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -115,22 +134,28 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "historical-chapel", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:37.835750Z", "start_time": "2025-10-06T05:13:37.833230Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:46.472228Z", + "iopub.status.busy": "2026-07-08T14:20:46.472078Z", + "iopub.status.idle": "2026-07-08T14:20:46.474842Z", + "shell.execute_reply": "2026-07-08T14:20:46.474182Z" } }, + "outputs": [], "source": [ "def diff(xy, t, p1, p2):\n", " x, y = xy\n", " dx = f1(x, t, y, p1)\n", " dy = g1(y, t, x, p2)\n", " return bm.array([dx, dy])" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -150,22 +175,28 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "apparent-structure", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:37.842972Z", "start_time": "2025-10-06T05:13:37.839115Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:46.476373Z", + "iopub.status.busy": "2026-07-08T14:20:46.476238Z", + "iopub.status.idle": "2026-07-08T14:20:46.479181Z", + "shell.execute_reply": "2026-07-08T14:20:46.478387Z" } }, + "outputs": [], "source": [ "@bp.odeint\n", "def diff(x, y, t, p1, p2):\n", " dx = f1(x, t, y, p1)\n", " dy = g1(y, t, x, p2)\n", " return dx, dy" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -177,16 +208,20 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "d81ff42a", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:37.853842Z", "start_time": "2025-10-06T05:13:37.849313Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:46.480758Z", + "iopub.status.busy": "2026-07-08T14:20:46.480626Z", + "iopub.status.idle": "2026-07-08T14:20:46.483762Z", + "shell.execute_reply": "2026-07-08T14:20:46.483070Z" } }, - "source": [ - "isinstance(diff, bp.ode.ODEIntegrator)" - ], "outputs": [ { "data": { @@ -199,7 +234,9 @@ "output_type": "execute_result" } ], - "execution_count": 5 + "source": [ + "isinstance(diff, bp.ode.ODEIntegrator)" + ] }, { "cell_type": "markdown", @@ -218,21 +255,25 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "3c0c8556", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:37.862260Z", "start_time": "2025-10-06T05:13:37.858259Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:46.485295Z", + "iopub.status.busy": "2026-07-08T14:20:46.485167Z", + "iopub.status.idle": "2026-07-08T14:20:46.488274Z", + "shell.execute_reply": "2026-07-08T14:20:46.487452Z" } }, - "source": [ - "diff" - ], "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 6, @@ -240,7 +281,9 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "diff" + ] }, { "cell_type": "markdown", @@ -252,16 +295,20 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "feb87359", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:37.872640Z", "start_time": "2025-10-06T05:13:37.868293Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:46.489653Z", + "iopub.status.busy": "2026-07-08T14:20:46.489527Z", + "iopub.status.idle": "2026-07-08T14:20:46.492746Z", + "shell.execute_reply": "2026-07-08T14:20:46.491938Z" } }, - "source": [ - "diff.dt" - ], "outputs": [ { "data": { @@ -274,7 +321,9 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "diff.dt" + ] }, { "cell_type": "markdown", @@ -286,22 +335,20 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "3a1c022c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:37.881832Z", "start_time": "2025-10-06T05:13:37.875648Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:46.494167Z", + "iopub.status.busy": "2026-07-08T14:20:46.494040Z", + "iopub.status.idle": "2026-07-08T14:20:46.497918Z", + "shell.execute_reply": "2026-07-08T14:20:46.497174Z" } }, - "source": [ - "@bp.odeint(method='euler', show_code=True, dt=0.01)\n", - "def diff(x, y, t, p1, p2):\n", - " dx = f1(x, t, y, p1)\n", - " dy = g1(y, t, x, p2)\n", - " return dx, dy\n", - "\n", - "diff" - ], "outputs": [ { "name": "stdout", @@ -313,14 +360,14 @@ " y_new = y + dy_k1 * dt * 1\n", " return x_new, y_new\n", "\n", - "{'f': }\n", + "{'f': }\n", "\n" ] }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -328,26 +375,32 @@ "output_type": "execute_result" } ], - "execution_count": 8 + "source": [ + "@bp.odeint(method='euler', show_code=True, dt=0.01)\n", + "def diff(x, y, t, p1, p2):\n", + " dx = f1(x, t, y, p1)\n", + " dy = g1(y, t, x, p2)\n", + " return dx, dy\n", + "\n", + "diff" + ] }, { "cell_type": "code", + "execution_count": 9, "id": "591cbdc8", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:37.891865Z", "start_time": "2025-10-06T05:13:37.886527Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:46.499284Z", + "iopub.status.busy": "2026-07-08T14:20:46.499132Z", + "iopub.status.idle": "2026-07-08T14:20:46.503258Z", + "shell.execute_reply": "2026-07-08T14:20:46.502447Z" } }, - "source": [ - "@bp.odeint(method='rk4', show_code=True, dt=0.1)\n", - "def diff(x, y, t, p1, p2):\n", - " dx = f1(x, t, y, p1)\n", - " dy = g1(y, t, x, p2)\n", - " return dx, dy\n", - "\n", - "diff" - ], "outputs": [ { "name": "stdout", @@ -371,14 +424,14 @@ " y_new = y + dy_k1 * dt * 1/6 + dy_k2 * dt * 1/3 + dy_k3 * dt * 1/3 + dy_k4 * dt * 1/6\n", " return x_new, y_new\n", "\n", - "{'f': }\n", + "{'f': }\n", "\n" ] }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 9, @@ -386,7 +439,15 @@ "output_type": "execute_result" } ], - "execution_count": 9 + "source": [ + "@bp.odeint(method='rk4', show_code=True, dt=0.1)\n", + "def diff(x, y, t, p1, p2):\n", + " dx = f1(x, t, y, p1)\n", + " dy = g1(y, t, x, p2)\n", + " return dx, dy\n", + "\n", + "diff" + ] }, { "cell_type": "markdown", @@ -423,22 +484,28 @@ }, { "cell_type": "code", + "execution_count": 10, "id": "saved-participation", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:37.900390Z", "start_time": "2025-10-06T05:13:37.896243Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:46.505431Z", + "iopub.status.busy": "2026-07-08T14:20:46.505289Z", + "iopub.status.idle": "2026-07-08T14:20:46.508146Z", + "shell.execute_reply": "2026-07-08T14:20:46.507410Z" } }, + "outputs": [], "source": [ "@bp.odeint(dt=0.01)\n", "def integral(V, w, t, Iext, a, b, tau):\n", " dw = (V + a - b * w) / tau\n", " dV = V - V * V * V / 3 - w + Iext\n", " return dV, dw" - ], - "outputs": [], - "execution_count": 10 + ] }, { "cell_type": "markdown", @@ -450,18 +517,24 @@ }, { "cell_type": "code", + "execution_count": 11, "id": "annual-wrestling", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:37.907631Z", "start_time": "2025-10-06T05:13:37.904889Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:46.509700Z", + "iopub.status.busy": "2026-07-08T14:20:46.509561Z", + "iopub.status.idle": "2026-07-08T14:20:46.512196Z", + "shell.execute_reply": "2026-07-08T14:20:46.511337Z" } }, + "outputs": [], "source": [ "a = 0.7; b = 0.8; tau = 12.5; Iext = 1." - ], - "outputs": [], - "execution_count": 11 + ] }, { "cell_type": "markdown", @@ -473,13 +546,32 @@ }, { "cell_type": "code", + "execution_count": 12, "id": "dated-sunset", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:39.467854Z", "start_time": "2025-10-06T05:13:37.911956Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:46.513921Z", + "iopub.status.busy": "2026-07-08T14:20:46.513780Z", + "iopub.status.idle": "2026-07-08T14:20:47.820201Z", + "shell.execute_reply": "2026-07-08T14:20:47.819380Z" } }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "jit_integral = bm.jit(integral)\n", "\n", @@ -492,23 +584,7 @@ "\n", "plt.plot(hist_times, hist_V)\n", "plt.show()" - ], - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ], - "image/png": 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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } - } - ], - "execution_count": 12 + ] }, { "cell_type": "markdown", @@ -522,59 +598,59 @@ }, { "cell_type": "code", + "execution_count": 13, "id": "81a62ecef07ed7d8", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:13:43.568086Z", "start_time": "2025-10-06T05:13:42.796325Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:47.822058Z", + "iopub.status.busy": "2026-07-08T14:20:47.821914Z", + "iopub.status.idle": "2026-07-08T14:20:48.285188Z", + "shell.execute_reply": "2026-07-08T14:20:48.284303Z" } }, - "source": [ - "runner = bp.IntegratorRunner(\n", - " integral,\n", - " monitors=['V'],\n", - " inits=dict(V=0., w=0.),\n", - " dt=0.01\n", - ")\n", - "runner.run(100., args=dict(a=a, b=b, tau=tau, Iext=Iext))\n", - "\n", - "plt.plot(runner.mon.ts, runner.mon.V)\n", - "plt.show()" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/10000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 13 + "source": [ + "runner = bp.IntegratorRunner(\n", + " integral,\n", + " monitors=['V'],\n", + " inits=dict(V=0., w=0.),\n", + " dt=0.01\n", + ")\n", + "runner.run(100., args=dict(a=a, b=b, tau=tau, Iext=Iext))\n", + "\n", + "plt.plot(runner.mon.ts, runner.mon.V)\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -605,13 +681,21 @@ }, { "cell_type": "code", + "execution_count": 14, "id": "sexual-butler", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:43.592895Z", "start_time": "2025-10-06T05:13:43.586608Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:48.286867Z", + "iopub.status.busy": "2026-07-08T14:20:48.286721Z", + "iopub.status.idle": "2026-07-08T14:20:48.290798Z", + "shell.execute_reply": "2026-07-08T14:20:48.290052Z" } }, + "outputs": [], "source": [ "@bp.odeint(method='rk4', dt=0.01)\n", "def integral(V, m, h, n, t, Iext, gNa, ENa, gK, EK, gL, EL, C):\n", @@ -633,9 +717,7 @@ " dVdt = (- I_Na - I_K - I_leak + Iext) / C\n", "\n", " return dVdt, dmdt, dhdt, dndt" - ], - "outputs": [], - "execution_count": 14 + ] }, { "cell_type": "markdown", @@ -647,30 +729,69 @@ }, { "cell_type": "code", + "execution_count": 15, "id": "worthy-restriction", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:43.650467Z", "start_time": "2025-10-06T05:13:43.646233Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:48.292262Z", + "iopub.status.busy": "2026-07-08T14:20:48.292132Z", + "iopub.status.idle": "2026-07-08T14:20:48.294607Z", + "shell.execute_reply": "2026-07-08T14:20:48.293851Z" } }, + "outputs": [], "source": [ "Iext = 10.; ENa = 50.; EK = -77.; EL = -54.387\n", "C = 1.0; gNa = 120.; gK = 36.; gL = 0.03" - ], - "outputs": [], - "execution_count": 15 + ] }, { "cell_type": "code", + "execution_count": 16, "id": "782ff3ca4cd7d6f2", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:13:44.668571Z", "start_time": "2025-10-06T05:13:43.681167Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:48.296167Z", + "iopub.status.busy": "2026-07-08T14:20:48.296036Z", + "iopub.status.idle": "2026-07-08T14:20:49.134499Z", + "shell.execute_reply": "2026-07-08T14:20:49.133721Z" } }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "7130ca8fa1514dbf868aa93ac06ac90a", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/10000 [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "runner = bp.IntegratorRunner(\n", " integral,\n", @@ -689,40 +810,7 @@ "plt.plot(runner.mon.ts, runner.mon.n, label='n')\n", "plt.legend()\n", "plt.show()" - ], - "outputs": [ - { - "data": { - "text/plain": [ - " 0%| | 0/10000 [00:00" - ], - "image/png": 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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } - } - ], - "execution_count": 16 + ] }, { "cell_type": "markdown", @@ -787,26 +875,25 @@ }, { "cell_type": "code", + "execution_count": 17, "id": "bbb8d98f", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:44.731629Z", "start_time": "2025-10-06T05:13:44.726580Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:49.136115Z", + "iopub.status.busy": "2026-07-08T14:20:49.135986Z", + "iopub.status.idle": "2026-07-08T14:20:49.139618Z", + "shell.execute_reply": "2026-07-08T14:20:49.138897Z" } }, - "source": [ - "@bp.odeint(method='rk4')\n", - "def int_v(v, t, p):\n", - " # do something\n", - " return v\n", - "\n", - "int_v" - ], "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 17, @@ -814,7 +901,14 @@ "output_type": "execute_result" } ], - "execution_count": 17 + "source": [ + "@bp.odeint(method='rk4')\n", + "def int_v(v, t, p):\n", + " # do something\n", + " return v\n", + "\n", + "int_v" + ] }, { "cell_type": "markdown", @@ -826,26 +920,25 @@ }, { "cell_type": "code", + "execution_count": 18, "id": "ff1d8492", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:44.774497Z", "start_time": "2025-10-06T05:13:44.769130Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:49.141115Z", + "iopub.status.busy": "2026-07-08T14:20:49.140993Z", + "iopub.status.idle": "2026-07-08T14:20:49.144246Z", + "shell.execute_reply": "2026-07-08T14:20:49.143601Z" } }, - "source": [ - "@bp.ode.RK4\n", - "def int_v(v, t, p):\n", - " # do something\n", - " return v\n", - "\n", - "int_v" - ], "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 18, @@ -853,30 +946,36 @@ "output_type": "execute_result" } ], - "execution_count": 18 - }, - { - "cell_type": "code", - "id": "1288b7a9", - "metadata": { - "ExecuteTime": { - "end_time": "2025-10-06T05:13:44.799731Z", - "start_time": "2025-10-06T05:13:44.793859Z" - } - }, "source": [ - "def derivative(v, t, p):\n", + "@bp.ode.RK4\n", + "def int_v(v, t, p):\n", " # do something\n", " return v\n", "\n", - "int_v = bp.ode.RK4(derivative, dt=0.01)\n", "int_v" - ], + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "1288b7a9", + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-06T05:13:44.799731Z", + "start_time": "2025-10-06T05:13:44.793859Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:49.145696Z", + "iopub.status.busy": "2026-07-08T14:20:49.145585Z", + "iopub.status.idle": "2026-07-08T14:20:49.149074Z", + "shell.execute_reply": "2026-07-08T14:20:49.148274Z" + } + }, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 19, @@ -884,7 +983,14 @@ "output_type": "execute_result" } ], - "execution_count": 19 + "source": [ + "def derivative(v, t, p):\n", + " # do something\n", + " return v\n", + "\n", + "int_v = bp.ode.RK4(derivative, dt=0.01)\n", + "int_v" + ] }, { "cell_type": "markdown", @@ -927,13 +1033,21 @@ }, { "cell_type": "code", + "execution_count": 20, "id": "30223bbe", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:13:44.820147Z", "start_time": "2025-10-06T05:13:44.814803Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:49.150361Z", + "iopub.status.busy": "2026-07-08T14:20:49.150249Z", + "iopub.status.idle": "2026-07-08T14:20:49.153772Z", + "shell.execute_reply": "2026-07-08T14:20:49.153038Z" } }, + "outputs": [], "source": [ "# adaptively adjust step-size\n", "\n", @@ -946,19 +1060,25 @@ " dy = x * (rho - z) - y\n", " dz = x * y - beta * z\n", " return dx, dy, dz" - ], - "outputs": [], - "execution_count": 20 + ] }, { "cell_type": "code", + "execution_count": 21, "id": "d1925db5", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:14:16.452345Z", "start_time": "2025-10-06T05:14:12.895456Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:49.155026Z", + "iopub.status.busy": "2026-07-08T14:20:49.154909Z", + "iopub.status.idle": "2026-07-08T14:20:52.062049Z", + "shell.execute_reply": "2026-07-08T14:20:52.060464Z" } }, + "outputs": [], "source": [ "times = bm.arange(0, 100, 0.01)\n", "hist_x, hist_y, hist_z, hist_dt = [], [], [], []\n", @@ -974,63 +1094,61 @@ "hist_y = bm.array(hist_y).flatten()\n", "hist_z = bm.array(hist_z).flatten()\n", "hist_dt = bm.array(hist_dt)" - ], - "outputs": [], - "execution_count": 22 + ] }, { "cell_type": "code", + "execution_count": 22, "id": "c01ead09", "metadata": { - "scrolled": false, "ExecuteTime": { "end_time": "2025-10-06T05:14:19.539691Z", "start_time": "2025-10-06T05:14:19.374257Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:52.064049Z", + "iopub.status.busy": "2026-07-08T14:20:52.063890Z", + "iopub.status.idle": "2026-07-08T14:20:52.203290Z", + "shell.execute_reply": "2026-07-08T14:20:52.202362Z" + }, + "scrolled": false }, - "source": [ - "fig = plt.figure()\n", - "ax = plt.subplot(projection='3d')\n", - "plt.plot(hist_x, hist_y, hist_z)\n", - "ax.set_xlabel('x')\n", - "ax.set_xlabel('y')\n", - "ax.set_xlabel('z')\n", - "\n", - "fig = plt.figure()\n", - "plt.plot(hist_dt[:100])\n", - "plt.xlabel('Step No.')\n", - "plt.ylabel('Adaptive dt')\n", - "plt.show()" - ], "outputs": [ { "data": { + "image/png": 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", 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" 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 23 + "source": [ + "fig = plt.figure()\n", + "ax = plt.subplot(projection='3d')\n", + "plt.plot(hist_x, hist_y, hist_z)\n", + "ax.set_xlabel('x')\n", + "ax.set_xlabel('y')\n", + "ax.set_xlabel('z')\n", + "\n", + "fig = plt.figure()\n", + "plt.plot(hist_dt[:100])\n", + "plt.xlabel('Step No.')\n", + "plt.ylabel('Adaptive dt')\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -1105,89 +1223,121 @@ }, { "cell_type": "code", + "execution_count": 23, "id": "a960ff67", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:14:23.546295Z", "start_time": "2025-10-06T05:14:23.543202Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:52.204994Z", + "iopub.status.busy": "2026-07-08T14:20:52.204850Z", + "iopub.status.idle": "2026-07-08T14:20:52.207732Z", + "shell.execute_reply": "2026-07-08T14:20:52.206865Z" } }, + "outputs": [], "source": [ "Iext=10.; ENa=50.; EK=-77.; EL=-54.387\n", "C=1.0; gNa=120.; gK=36.; gL=0.03" - ], - "outputs": [], - "execution_count": 24 + ] }, { "cell_type": "code", + "execution_count": 24, "id": "2f72d2604427b722", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:14:24.418571Z", "start_time": "2025-10-06T05:14:24.414265Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:52.209244Z", + "iopub.status.busy": "2026-07-08T14:20:52.209117Z", + "iopub.status.idle": "2026-07-08T14:20:52.211822Z", + "shell.execute_reply": "2026-07-08T14:20:52.211175Z" } }, + "outputs": [], "source": [ "def dm(m, t, V):\n", " alpha = 0.1 * (V + 40) / (1 - bm.exp(-(V + 40) / 10))\n", " beta = 4.0 * bm.exp(-(V + 65) / 18)\n", " dmdt = alpha * (1 - m) - beta * m\n", " return dmdt" - ], - "outputs": [], - "execution_count": 25 + ] }, { "cell_type": "code", + "execution_count": 25, "id": "5ba6697cd0eb129c", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:14:24.784663Z", "start_time": "2025-10-06T05:14:24.780502Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:52.213534Z", + "iopub.status.busy": "2026-07-08T14:20:52.213406Z", + "iopub.status.idle": "2026-07-08T14:20:52.216040Z", + "shell.execute_reply": "2026-07-08T14:20:52.215307Z" } }, + "outputs": [], "source": [ "def dh(h, t, V):\n", " alpha = 0.07 * bm.exp(-(V + 65) / 20.)\n", " beta = 1 / (1 + bm.exp(-(V + 35) / 10))\n", " dhdt = alpha * (1 - h) - beta * h\n", " return dhdt" - ], - "outputs": [], - "execution_count": 26 + ] }, { "cell_type": "code", + "execution_count": 26, "id": "3ec55a26229536d", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:14:25.156036Z", "start_time": "2025-10-06T05:14:25.151595Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:52.217461Z", + "iopub.status.busy": "2026-07-08T14:20:52.217338Z", + "iopub.status.idle": "2026-07-08T14:20:52.219967Z", + "shell.execute_reply": "2026-07-08T14:20:52.219254Z" } }, + "outputs": [], "source": [ "def dn(n, t, V):\n", " alpha = 0.01 * (V + 55) / (1 - bm.exp(-(V + 55) / 10))\n", " beta = 0.125 * bm.exp(-(V + 65) / 80)\n", " dndt = alpha * (1 - n) - beta * n\n", " return dndt" - ], - "outputs": [], - "execution_count": 27 + ] }, { "cell_type": "code", + "execution_count": 27, "id": "c1951430", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:14:25.485562Z", "start_time": "2025-10-06T05:14:25.481528Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:52.221515Z", + "iopub.status.busy": "2026-07-08T14:20:52.221392Z", + "iopub.status.idle": "2026-07-08T14:20:52.224090Z", + "shell.execute_reply": "2026-07-08T14:20:52.223278Z" } }, + "outputs": [], "source": [ "def dV(V, t, m, h, n, Iext):\n", " I_Na = (gNa * m ** 3.0 * h) * (V - ENa)\n", @@ -1195,9 +1345,7 @@ " I_leak = gL * (V - EL)\n", " dVdt = (- I_Na - I_K - I_leak + Iext) / C\n", " return dVdt" - ], - "outputs": [], - "execution_count": 28 + ] }, { "cell_type": "markdown", @@ -1211,29 +1359,43 @@ }, { "cell_type": "code", + "execution_count": 28, "id": "bc0c43017aa02bbe", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:14:26.439725Z", "start_time": "2025-10-06T05:14:26.435687Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:52.225451Z", + "iopub.status.busy": "2026-07-08T14:20:52.225337Z", + "iopub.status.idle": "2026-07-08T14:20:52.227915Z", + "shell.execute_reply": "2026-07-08T14:20:52.227176Z" } }, + "outputs": [], "source": [ "hh_derivative = bp.JointEq([dV, dm, dh, dn])" - ], - "outputs": [], - "execution_count": 29 + ] }, { "cell_type": "code", + "execution_count": 29, "id": "0d460dbd", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:14:27.160224Z", "start_time": "2025-10-06T05:14:27.155360Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:52.229404Z", + "iopub.status.busy": "2026-07-08T14:20:52.229246Z", + "iopub.status.idle": "2026-07-08T14:20:52.232464Z", + "shell.execute_reply": "2026-07-08T14:20:52.231760Z" } }, + "outputs": [], "source": [ "def run(method, Iext=10., dt=0.1):\n", " integral = bp.odeint(hh_derivative, method=method)\n", @@ -1256,9 +1418,7 @@ " plt.plot(runner.mon.ts, runner.mon.n, label='n')\n", " plt.legend()\n", " plt.show()" - ], - "outputs": [], - "execution_count": 30 + ] }, { "cell_type": "markdown", @@ -1270,103 +1430,103 @@ }, { "cell_type": "code", + "execution_count": 30, "id": "e19de553", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:14:29.446545Z", "start_time": "2025-10-06T05:14:29.026447Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:52.233921Z", + "iopub.status.busy": "2026-07-08T14:20:52.233795Z", + "iopub.status.idle": "2026-07-08T14:20:52.613927Z", + "shell.execute_reply": "2026-07-08T14:20:52.613154Z" } }, - "source": [ - "run('euler', Iext=10, dt=0.02)" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "D:\\codes\\projects\\BrainPy\\brainpy\\version2\\integrators\\runner.py:197: UserWarning: Set \"args\" in `IntegratorRunner.run()` function, instead of __init__ function. Will be removed since 2.4.0\n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/integrators/runner.py:220: UserWarning: Set \"args\" in `IntegratorRunner.run()` function, instead of __init__ function. Will be removed since 2.4.0\n", " warnings.warn('Set \"args\" in `IntegratorRunner.run()` function, instead of __init__ function. 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 31 + "source": [ + "run('euler', Iext=10, dt=0.02)" + ] }, { "cell_type": "code", + "execution_count": 31, "id": "a7836865", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:14:32.820676Z", "start_time": "2025-10-06T05:14:32.529615Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:52.615846Z", + "iopub.status.busy": "2026-07-08T14:20:52.615702Z", + "iopub.status.idle": "2026-07-08T14:20:52.904425Z", + "shell.execute_reply": "2026-07-08T14:20:52.903639Z" } }, - "source": [ - "run('euler', Iext=10, dt=0.1)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 32 + "source": [ + "run('euler', Iext=10, dt=0.1)" + ] }, { "cell_type": "markdown", @@ -1378,95 +1538,95 @@ }, { "cell_type": "code", + "execution_count": 32, "id": "7311467a", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:14:33.813442Z", "start_time": "2025-10-06T05:14:33.445475Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:52.906006Z", + "iopub.status.busy": "2026-07-08T14:20:52.905871Z", + "iopub.status.idle": "2026-07-08T14:20:53.218282Z", + "shell.execute_reply": "2026-07-08T14:20:53.217207Z" } }, - "source": [ - "run('rk4', Iext=10, dt=0.1)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/1000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 33 + "source": [ + "run('rk4', Iext=10, dt=0.1)" + ] }, { "cell_type": "code", + "execution_count": 33, "id": "c9097ebe", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:14:35.165678Z", "start_time": "2025-10-06T05:14:34.725082Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:53.219956Z", + "iopub.status.busy": "2026-07-08T14:20:53.219815Z", + "iopub.status.idle": "2026-07-08T14:20:53.624413Z", + "shell.execute_reply": "2026-07-08T14:20:53.623778Z" } }, - "source": [ - "run('rk4', Iext=10, dt=0.2)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/500 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 34 + "source": [ + "run('rk4', Iext=10, dt=0.2)" + ] }, { "cell_type": "markdown", @@ -1478,58 +1638,58 @@ }, { "cell_type": "code", + "execution_count": 34, "id": "5a700f2021e07bda", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:14:36.243071Z", "start_time": "2025-10-06T05:14:35.987508Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:20:53.626925Z", + "iopub.status.busy": "2026-07-08T14:20:53.626784Z", + "iopub.status.idle": "2026-07-08T14:20:53.815405Z", + "shell.execute_reply": "2026-07-08T14:20:53.814635Z" } }, - "source": [ - "run('exp_euler', Iext=10, dt=0.2)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/500 [00:00" - ], - "image/png": 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"_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_918623592e4b4254b4a9cc5846af3e80", + "IPY_MODEL_16b124409e6a4dda88d5f3b48fa843c3", + "IPY_MODEL_cc887fd400f04da3a2fd0df7243e5577" + ], + "layout": "IPY_MODEL_353b103d316f4cbcb300154d5da0cc1d", + "tabbable": null, + "tooltip": null + } + } + }, + "version_major": 2, + "version_minor": 0 + } } }, "nbformat": 4, diff --git a/docs/tutorial_toolbox/optimizers.ipynb b/docs/tutorial_toolbox/optimizers.ipynb index ff3b7b693..06a8dfb09 100644 --- a/docs/tutorial_toolbox/optimizers.ipynb +++ b/docs/tutorial_toolbox/optimizers.ipynb @@ -33,48 +33,67 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "a9813ba0", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:03.506031Z", "start_time": "2025-10-06T05:15:03.497322Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:01.676596Z", + "iopub.status.busy": "2026-07-08T14:21:01.676342Z", + "iopub.status.idle": "2026-07-08T14:21:05.031371Z", + "shell.execute_reply": "2026-07-08T14:21:05.030633Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bp.math.set_platform('cpu')\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, - "execution_count": 34, + "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 34 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bp.math.set_platform('cpu')\n", + "bp.__version__" + ] }, { "cell_type": "code", + "execution_count": 2, "id": "92b9cd6d", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:03.547676Z", "start_time": "2025-10-06T05:15:03.543662Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:05.033245Z", + "iopub.status.busy": "2026-07-08T14:21:05.032974Z", + "iopub.status.idle": "2026-07-08T14:21:05.036087Z", + "shell.execute_reply": "2026-07-08T14:21:05.035215Z" } }, + "outputs": [], "source": [ "import matplotlib.pyplot as plt" - ], - "outputs": [], - "execution_count": 35 + ] }, { "cell_type": "markdown", @@ -126,21 +145,27 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "2d716811", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:03.569537Z", "start_time": "2025-10-06T05:15:03.554139Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:05.037522Z", + "iopub.status.busy": "2026-07-08T14:21:05.037397Z", + "iopub.status.idle": "2026-07-08T14:21:05.106179Z", + "shell.execute_reply": "2026-07-08T14:21:05.105296Z" } }, + "outputs": [], "source": [ "a = bm.Variable(bm.ones((5, 4)))\n", "b = bm.Variable(bm.zeros((3, 3)))\n", "\n", "op = bp.optim.SGD(lr=0.001, train_vars={'a': a, 'b': b})" - ], - "outputs": [], - "execution_count": 36 + ] }, { "cell_type": "markdown", @@ -152,38 +177,42 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "0d4449f3", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:03.581251Z", "start_time": "2025-10-06T05:15:03.574101Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:05.107748Z", + "iopub.status.busy": "2026-07-08T14:21:05.107611Z", + "iopub.status.idle": "2026-07-08T14:21:05.506801Z", + "shell.execute_reply": "2026-07-08T14:21:05.505973Z" } }, - "source": [ - "op.update({'a': bm.random.random(a.shape), 'b': bm.random.random(b.shape)})\n", - "\n", - "print('a:', a)\n", - "print('b:', b)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "a: Variable(\n", - " value=ShapedArray(float32[5,4]),\n", - " _batch_axis=None,\n", - " axis_names=None\n", - ")\n", - "b: Variable(\n", - " value=ShapedArray(float32[3,3]),\n", - " _batch_axis=None,\n", - " axis_names=None\n", - ")\n" + "a: [[0.9994573 0.99958205 0.9997931 0.99970996]\n", + " [0.99983263 0.9998813 0.99972296 0.9994709 ]\n", + " [0.99978215 0.99925435 0.9992036 0.99903256]\n", + " [0.9995915 0.99970037 0.9994943 0.9995646 ]\n", + " [0.99914217 0.9992776 0.99946195 0.99963003]]\n", + "b: [[-4.3285551e-04 -7.8412442e-04 -5.4338289e-04]\n", + " [-1.3674426e-04 -6.9653157e-05 -9.4573857e-04]\n", + " [-9.8086637e-04 -6.1600667e-04 -9.9529512e-04]]\n" ] } ], - "execution_count": 37 + "source": [ + "op.update({'a': bm.random.random(a.shape), 'b': bm.random.random(b.shape)})\n", + "\n", + "print('a:', a)\n", + "print('b:', b)" + ] }, { "cell_type": "markdown", @@ -195,108 +224,124 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "aad2ffcc", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:03.606313Z", "start_time": "2025-10-06T05:15:03.599032Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:05.508664Z", + "iopub.status.busy": "2026-07-08T14:21:05.508513Z", + "iopub.status.idle": "2026-07-08T14:21:05.513949Z", + "shell.execute_reply": "2026-07-08T14:21:05.512955Z" } }, - "source": [ - "grads_pre = {'a': bm.random.random(a.shape), 'b': bm.random.random(b.shape)}\n", - "\n", - "grads_pre" - ], "outputs": [ { "data": { "text/plain": [ - "{'a': Array([[0.76669514, 0.53197443, 0.18560624, 0.63484263],\n", - " [0.5859195 , 0.79874647, 0.04194212, 0.9483272 ],\n", - " [0.42012143, 0.9182961 , 0.06387115, 0.9356164 ],\n", - " [0.83041155, 0.31888366, 0.84094894, 0.20810902],\n", - " [0.23629928, 0.80462146, 0.71636903, 0.14623594]], dtype=float32),\n", - " 'b': Array([[0.67210126, 0.14202476, 0.2031784 ],\n", - " [0.67333305, 0.6081852 , 0.8242061 ],\n", - " [0.8465828 , 0.47535837, 0.59738636]], dtype=float32)}" + "{'a': Array([[0.40488946, 0.0185622 , 0.76990366, 0.6835387 ],\n", + " [0.9269992 , 0.94989026, 0.76856065, 0.90186095],\n", + " [0.259552 , 0.85548055, 0.17074752, 0.21116877],\n", + " [0.15908027, 0.00744832, 0.38174677, 0.42985988],\n", + " [0.02271187, 0.3633517 , 0.22777939, 0.869521 ]], dtype=float32),\n", + " 'b': Array([[0.9721997 , 0.420241 , 0.90923464],\n", + " [0.58278847, 0.13797295, 0.83317876],\n", + " [0.3041333 , 0.7206342 , 0.61083484]], dtype=float32)}" ] }, - "execution_count": 38, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 38 + "source": [ + "grads_pre = {'a': bm.random.random(a.shape), 'b': bm.random.random(b.shape)}\n", + "\n", + "grads_pre" + ] }, { "cell_type": "code", + "execution_count": 6, "id": "6f593769", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:03.629993Z", "start_time": "2025-10-06T05:15:03.623237Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:05.515714Z", + "iopub.status.busy": "2026-07-08T14:21:05.515567Z", + "iopub.status.idle": "2026-07-08T14:21:05.730540Z", + "shell.execute_reply": "2026-07-08T14:21:05.729837Z" } }, - "source": [ - "grads_post = bm.clip_by_norm(grads_pre, 1.)\n", - "\n", - "grads_post" - ], "outputs": [ { "data": { "text/plain": [ - "{'a': Array([[0.273306 , 0.18963446, 0.06616359, 0.22630417],\n", - " [0.2088644 , 0.28473145, 0.01495123, 0.33805293],\n", - " [0.14976189, 0.32734764, 0.02276833, 0.33352184],\n", - " [0.2960192 , 0.11367337, 0.29977548, 0.07418522],\n", - " [0.08423428, 0.28682572, 0.25536612, 0.05212915]], dtype=float32),\n", - " 'b': Array([[0.36912522, 0.07800152, 0.11158776],\n", - " [0.36980173, 0.33402184, 0.45266286],\n", - " [0.46495235, 0.26107192, 0.328091 ]], dtype=float32)}" + "{'a': Array([[0.15809196, 0.00724774, 0.30061436, 0.26689252],\n", + " [0.3619534 , 0.3708914 , 0.30008996, 0.352138 ],\n", + " [0.10134392, 0.33402845, 0.06666958, 0.08245234],\n", + " [0.06211402, 0.00290825, 0.14905573, 0.16784184],\n", + " [0.00886801, 0.14187326, 0.08893808, 0.33951065]], dtype=float32),\n", + " 'b': Array([[0.4869358 , 0.21048185, 0.45539913],\n", + " [0.29189536, 0.06910511, 0.4173058 ],\n", + " [0.15232816, 0.36093676, 0.30594265]], dtype=float32)}" ] }, - "execution_count": 39, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 39 + "source": [ + "grads_post = bm.clip_by_norm(grads_pre, 1.)\n", + "\n", + "grads_post" + ] }, { "cell_type": "code", + "execution_count": 7, "id": "dba80baf", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:03.651006Z", "start_time": "2025-10-06T05:15:03.644762Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:05.732122Z", + "iopub.status.busy": "2026-07-08T14:21:05.731987Z", + "iopub.status.idle": "2026-07-08T14:21:05.735563Z", + "shell.execute_reply": "2026-07-08T14:21:05.734821Z" } }, - "source": [ - "op.update(grads_post)\n", - "\n", - "print('a:', a)\n", - "print('b:', b)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "a: Variable(\n", - " value=ShapedArray(float32[5,4]),\n", - " _batch_axis=None,\n", - " axis_names=None\n", - ")\n", - "b: Variable(\n", - " value=ShapedArray(float32[3,3]),\n", - " _batch_axis=None,\n", - " axis_names=None\n", - ")\n" + "a: [[0.9992992 0.9995748 0.9994925 0.99944305]\n", + " [0.99947065 0.9995104 0.99942285 0.99911875]\n", + " [0.9996808 0.9989203 0.9991369 0.9989501 ]\n", + " [0.9995294 0.99969745 0.99934524 0.99939674]\n", + " [0.9991333 0.99913573 0.999373 0.9992905 ]]\n", + "b: [[-0.00091979 -0.00099461 -0.00099878]\n", + " [-0.00042864 -0.00013876 -0.00136304]\n", + " [-0.00113319 -0.00097694 -0.00130124]]\n" ] } ], - "execution_count": 40 + "source": [ + "op.update(grads_post)\n", + "\n", + "print('a:', a)\n", + "print('b:', b)" + ] }, { "cell_type": "markdown", @@ -310,124 +355,147 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "efc5c686", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:03.677233Z", "start_time": "2025-10-06T05:15:03.670058Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:05.737042Z", + "iopub.status.busy": "2026-07-08T14:21:05.736912Z", + "iopub.status.idle": "2026-07-08T14:21:05.740041Z", + "shell.execute_reply": "2026-07-08T14:21:05.739296Z" } }, - "source": [ - "op.vars() # SGD optimzier only has an iterable `step` variable to record the training step" - ], "outputs": [ { "data": { "text/plain": [ - "{'Constant9.last_epoch': Variable(\n", + "{'Constant0.last_epoch': Variable(\n", " value=ShapedArray(int32[], weak_type=True),\n", " _batch_axis=None,\n", " axis_names=None\n", " )}" ] }, - "execution_count": 41, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 41 + "source": [ + "op.vars() # SGD optimzier only has an iterable `step` variable to record the training step" + ] }, { "cell_type": "code", + "execution_count": 9, "id": "28965804", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:03.713161Z", "start_time": "2025-10-06T05:15:03.694555Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:05.741364Z", + "iopub.status.busy": "2026-07-08T14:21:05.741244Z", + "iopub.status.idle": "2026-07-08T14:21:05.745691Z", + "shell.execute_reply": "2026-07-08T14:21:05.744858Z" } }, - "source": [ - "bp.optim.Momentum(lr=0.001, train_vars={'a': a, 'b': b}).vars() # Momentum has velocity variables" - ], "outputs": [ { "data": { "text/plain": [ - "{'Momentum3.a_v': Variable(\n", + "{'Momentum0.a_v': Variable(\n", " value=ShapedArray(float32[5,4]),\n", " _batch_axis=None,\n", " axis_names=None\n", " ),\n", - " 'Momentum3.b_v': Variable(\n", + " 'Momentum0.b_v': Variable(\n", " value=ShapedArray(float32[3,3]),\n", " _batch_axis=None,\n", " axis_names=None\n", " ),\n", - " 'Constant10.last_epoch': Variable(\n", + " 'Constant1.last_epoch': Variable(\n", " value=ShapedArray(int32[], weak_type=True),\n", " _batch_axis=None,\n", " axis_names=None\n", " )}" ] }, - "execution_count": 42, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 42 + "source": [ + "bp.optim.Momentum(lr=0.001, train_vars={'a': a, 'b': b}).vars() # Momentum has velocity variables" + ] }, { "cell_type": "code", + "execution_count": 10, "id": "fb272a40", "metadata": { - "scrolled": true, "ExecuteTime": { "end_time": "2025-10-06T05:15:03.737804Z", "start_time": "2025-10-06T05:15:03.721194Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:05.747386Z", + "iopub.status.busy": "2026-07-08T14:21:05.747250Z", + "iopub.status.idle": "2026-07-08T14:21:05.751708Z", + "shell.execute_reply": "2026-07-08T14:21:05.751029Z" + }, + "scrolled": true }, - "source": [ - "bp.optim.Adam(lr=0.001, train_vars={'a': a, 'b': b}).vars() # Adam has more variables" - ], "outputs": [ { "data": { "text/plain": [ - "{'Adam3.a_m': Variable(\n", + "{'Adam0.step': Variable(\n", + " value=ShapedArray(int32[], weak_type=True),\n", + " _batch_axis=None,\n", + " axis_names=None\n", + " ),\n", + " 'Adam0.a_m': Variable(\n", " value=ShapedArray(float32[5,4]),\n", " _batch_axis=None,\n", " axis_names=None\n", " ),\n", - " 'Adam3.b_m': Variable(\n", + " 'Adam0.b_m': Variable(\n", " value=ShapedArray(float32[3,3]),\n", " _batch_axis=None,\n", " axis_names=None\n", " ),\n", - " 'Adam3.a_v': Variable(\n", + " 'Adam0.a_v': Variable(\n", " value=ShapedArray(float32[5,4]),\n", " _batch_axis=None,\n", " axis_names=None\n", " ),\n", - " 'Adam3.b_v': Variable(\n", + " 'Adam0.b_v': Variable(\n", " value=ShapedArray(float32[3,3]),\n", " _batch_axis=None,\n", " axis_names=None\n", " ),\n", - " 'Constant11.last_epoch': Variable(\n", + " 'Constant2.last_epoch': Variable(\n", " value=ShapedArray(int32[], weak_type=True),\n", " _batch_axis=None,\n", " axis_names=None\n", " )}" ] }, - "execution_count": 43, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 43 + "source": [ + "bp.optim.Adam(lr=0.001, train_vars={'a': a, 'b': b}).vars() # Adam has more variables" + ] }, { "cell_type": "markdown", @@ -440,13 +508,92 @@ }, { "cell_type": "code", + "execution_count": 11, "id": "b09adff4-89b8-42c9-a7e9-3e608ad2c6f5", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:40.446023Z", "start_time": "2025-10-06T05:15:03.743444Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:05.753147Z", + "iopub.status.busy": "2026-07-08T14:21:05.753015Z", + "iopub.status.idle": "2026-07-08T14:21:28.472743Z", + "shell.execute_reply": "2026-07-08T14:21:28.471914Z" } }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 0 epoch, use 2.7133 s, loss 3.952709674835205\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 1 epoch, use 2.1400 s, loss 0.1348455548286438\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 2 epoch, use 2.1475 s, loss 0.10826483368873596\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 3 epoch, use 2.1390 s, loss 0.09699736535549164\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 4 epoch, use 2.1652 s, loss 0.08677100390195847\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 5 epoch, use 2.1536 s, loss 0.07101831585168839\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 6 epoch, use 2.1198 s, loss 0.04644351452589035\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 7 epoch, use 2.1377 s, loss 0.019744034856557846\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 8 epoch, use 2.1438 s, loss 0.01713031344115734\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 9 epoch, use 2.1470 s, loss 0.015702543780207634\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", @@ -490,26 +637,7 @@ "trainer = bp.BPTT(model, loss_fun=loss, optimizer=opt)\n", "opt.lr.lr=0.01 #Modify the learning rate. You can alse use \"opt.lr.set_value(0.01)\"\n", "trainer.fit(train_data, num_epoch=10)" - ], - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Train 0 epoch, use 4.0265 s, loss 5.584829807281494\n", - "Train 1 epoch, use 3.4009 s, loss 0.04134882614016533\n", - "Train 2 epoch, use 3.7700 s, loss 0.023480374366044998\n", - "Train 3 epoch, use 3.3925 s, loss 0.0217495895922184\n", - "Train 4 epoch, use 3.4066 s, loss 0.0214226134121418\n", - "Train 5 epoch, use 3.7356 s, loss 0.021270286291837692\n", - "Train 6 epoch, use 3.7256 s, loss 0.021091992035508156\n", - "Train 7 epoch, use 3.4624 s, loss 0.020998552441596985\n", - "Train 8 epoch, use 3.3258 s, loss 0.020898768678307533\n", - "Train 9 epoch, use 3.5516 s, loss 0.020785270258784294\n" - ] - } - ], - "execution_count": 44 + ] }, { "cell_type": "markdown", @@ -534,13 +662,21 @@ }, { "cell_type": "code", + "execution_count": 12, "id": "f3c84821", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:40.492833Z", "start_time": "2025-10-06T05:15:40.488749Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:28.474734Z", + "iopub.status.busy": "2026-07-08T14:21:28.474539Z", + "iopub.status.idle": "2026-07-08T14:21:28.477770Z", + "shell.execute_reply": "2026-07-08T14:21:28.476899Z" } }, + "outputs": [], "source": [ "class CustomizeOp(bp.optim.Optimizer):\n", " def __init__(self, lr, train_vars, *params, **other_params):\n", @@ -551,9 +687,7 @@ " def update(self, grads):\n", " # customize your update logic\n", " pass" - ], - "outputs": [], - "execution_count": 45 + ] }, { "cell_type": "markdown", @@ -581,69 +715,84 @@ }, { "cell_type": "code", + "execution_count": 13, "id": "75476a94", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:40.526885Z", "start_time": "2025-10-06T05:15:40.503255Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:28.479169Z", + "iopub.status.busy": "2026-07-08T14:21:28.479019Z", + "iopub.status.idle": "2026-07-08T14:21:28.482160Z", + "shell.execute_reply": "2026-07-08T14:21:28.481384Z" } }, + "outputs": [], "source": [ "sc = bp.optim.ExponentialDecayLR(lr=0.1, decay_steps=2, decay_rate=0.99)" - ], - "outputs": [], - "execution_count": 46 + ] }, { "cell_type": "code", + "execution_count": 14, "id": "fe673807", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:40.534984Z", "start_time": "2025-10-06T05:15:40.530546Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:28.483567Z", + "iopub.status.busy": "2026-07-08T14:21:28.483436Z", + "iopub.status.idle": "2026-07-08T14:21:28.486125Z", + "shell.execute_reply": "2026-07-08T14:21:28.485220Z" } }, + "outputs": [], "source": [ "def show(steps, rates):\n", " plt.plot(steps, rates)\n", " plt.xlabel('Train Step')\n", " plt.ylabel('Learning Rate')\n", " plt.show()" - ], - "outputs": [], - "execution_count": 47 + ] }, { "cell_type": "code", + "execution_count": 15, "id": "8c0b8a9c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:40.759965Z", "start_time": "2025-10-06T05:15:40.548977Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:28.487526Z", + "iopub.status.busy": "2026-07-08T14:21:28.487398Z", + "iopub.status.idle": "2026-07-08T14:21:28.655754Z", + "shell.execute_reply": "2026-07-08T14:21:28.654795Z" } }, - "source": [ - "steps = bm.arange(1000)\n", - "rates = sc(steps)\n", - "\n", - "show(steps, rates)" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 48 + "source": [ + "steps = bm.arange(1000)\n", + "rates = sc(steps)\n", + "\n", + "show(steps, rates)" + ] }, { "cell_type": "markdown", @@ -655,16 +804,20 @@ }, { "cell_type": "code", + "execution_count": 16, "id": "d67a3c6e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:40.807673Z", "start_time": "2025-10-06T05:15:40.802536Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:28.657518Z", + "iopub.status.busy": "2026-07-08T14:21:28.657371Z", + "iopub.status.idle": "2026-07-08T14:21:28.660898Z", + "shell.execute_reply": "2026-07-08T14:21:28.660030Z" } }, - "source": [ - "op.lr" - ], "outputs": [ { "data": { @@ -672,12 +825,14 @@ "Constant(lr=0.001, last_epoch=-1)" ] }, - "execution_count": 49, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 49 + "source": [ + "op.lr" + ] }, { "cell_type": "markdown", @@ -692,16 +847,20 @@ }, { "cell_type": "code", + "execution_count": 17, "id": "7b5dd012", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:40.827889Z", "start_time": "2025-10-06T05:15:40.823688Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:28.662457Z", + "iopub.status.busy": "2026-07-08T14:21:28.662326Z", + "iopub.status.idle": "2026-07-08T14:21:28.665726Z", + "shell.execute_reply": "2026-07-08T14:21:28.664761Z" } }, - "source": [ - "op.lr()" - ], "outputs": [ { "data": { @@ -709,12 +868,14 @@ "0.001" ] }, - "execution_count": 50, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 50 + "source": [ + "op.lr()" + ] }, { "cell_type": "markdown", @@ -739,67 +900,73 @@ }, { "cell_type": "code", + "execution_count": 18, "id": "f5da4916", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:41.032837Z", "start_time": "2025-10-06T05:15:40.833291Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:28.667317Z", + "iopub.status.busy": "2026-07-08T14:21:28.667184Z", + "iopub.status.idle": "2026-07-08T14:21:28.801848Z", + "shell.execute_reply": "2026-07-08T14:21:28.800884Z" } }, - "source": [ - "# InverseTimeDecay scheduler\n", - "\n", - "rates = bp.optim.InverseTimeDecayLR(lr=0.01, decay_steps=10, decay_rate=0.999)(steps)\n", - "show(steps, rates)" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 51 + "source": [ + "# InverseTimeDecay scheduler\n", + "\n", + "rates = bp.optim.InverseTimeDecayLR(lr=0.01, decay_steps=10, decay_rate=0.999)(steps)\n", + "show(steps, rates)" + ] }, { "cell_type": "code", + "execution_count": 19, "id": "8a49e917", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:41.270430Z", "start_time": "2025-10-06T05:15:41.039310Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:28.803718Z", + "iopub.status.busy": "2026-07-08T14:21:28.803493Z", + "iopub.status.idle": "2026-07-08T14:21:28.955333Z", + "shell.execute_reply": "2026-07-08T14:21:28.954303Z" } }, - "source": [ - "# PolynomialDecay scheduler\n", - "\n", - "rates = bp.optim.PolynomialDecayLR(lr=0.01, decay_steps=10, final_lr=0.0001)(steps)\n", - "show(steps, rates)" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 52 + "source": [ + "# PolynomialDecay scheduler\n", + "\n", + "rates = bp.optim.PolynomialDecayLR(lr=0.01, decay_steps=10, final_lr=0.0001)(steps)\n", + "show(steps, rates)" + ] }, { "cell_type": "markdown", @@ -822,13 +989,21 @@ }, { "cell_type": "code", + "execution_count": 20, "id": "7466e67c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:15:41.288035Z", "start_time": "2025-10-06T05:15:41.283285Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:28.957140Z", + "iopub.status.busy": "2026-07-08T14:21:28.956986Z", + "iopub.status.idle": "2026-07-08T14:21:28.959976Z", + "shell.execute_reply": "2026-07-08T14:21:28.959195Z" } }, + "outputs": [], "source": [ "class CustomizeScheduler(bp.optim.Scheduler):\n", " def __init__(self, lr, *params, **other_params):\n", @@ -839,9 +1014,7 @@ " def __call__(self, i=None):\n", " # customize your update logic\n", " pass" - ], - "outputs": [], - "execution_count": 53 + ] } ], "metadata": { @@ -860,7 +1033,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.1" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/tutorial_toolbox/sde_numerical_solvers.ipynb b/docs/tutorial_toolbox/sde_numerical_solvers.ipynb index 0e72313ed..ec8bbafb9 100644 --- a/docs/tutorial_toolbox/sde_numerical_solvers.ipynb +++ b/docs/tutorial_toolbox/sde_numerical_solvers.ipynb @@ -29,23 +29,32 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "223eeef0", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:16:12.119249Z", "start_time": "2025-10-06T05:16:08.095716Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:36.734626Z", + "iopub.status.busy": "2026-07-08T14:21:36.734472Z", + "iopub.status.idle": "2026-07-08T14:21:40.253478Z", + "shell.execute_reply": "2026-07-08T14:21:40.252573Z" } }, - "source": [ - "import brainpy as bp\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -53,22 +62,32 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "code", + "execution_count": 2, "id": "5d6e39f4", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:16:12.132921Z", "start_time": "2025-10-06T05:16:12.128316Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:40.255098Z", + "iopub.status.busy": "2026-07-08T14:21:40.254873Z", + "iopub.status.idle": "2026-07-08T14:21:40.257385Z", + "shell.execute_reply": "2026-07-08T14:21:40.256770Z" } }, + "outputs": [], "source": [ "import matplotlib.pyplot as plt" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -104,13 +123,21 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "skilled-continuity", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:16:12.150428Z", "start_time": "2025-10-06T05:16:12.145348Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:40.258772Z", + "iopub.status.busy": "2026-07-08T14:21:40.258647Z", + "iopub.status.idle": "2026-07-08T14:21:40.261364Z", + "shell.execute_reply": "2026-07-08T14:21:40.260613Z" } }, + "outputs": [], "source": [ "def g_part(x, t, p1, p2):\n", " dg = g(x, t, p2)\n", @@ -119,9 +146,7 @@ "def f_part(x, t, p1, p2):\n", " df = f(x, t, p1)\n", " return df" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -220,13 +245,21 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "beginning-buying", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:16:12.191900Z", "start_time": "2025-10-06T05:16:12.186159Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:40.262870Z", + "iopub.status.busy": "2026-07-08T14:21:40.262746Z", + "iopub.status.idle": "2026-07-08T14:21:40.265588Z", + "shell.execute_reply": "2026-07-08T14:21:40.264804Z" } }, + "outputs": [], "source": [ "def g_part(x, t, p1, p2):\n", " dg = g(x, t, p2)\n", @@ -236,9 +269,7 @@ "def f_part(x, t, p1, p2):\n", " df = f(x, t, p1)\n", " return df # shape=(d,)" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -250,13 +281,21 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "casual-architecture", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:16:12.217542Z", "start_time": "2025-10-06T05:16:12.213044Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:40.266943Z", + "iopub.status.busy": "2026-07-08T14:21:40.266822Z", + "iopub.status.idle": "2026-07-08T14:21:40.269609Z", + "shell.execute_reply": "2026-07-08T14:21:40.268928Z" } }, + "outputs": [], "source": [ "def g_part(x, t, p1, p2):\n", " dg = g(x, t, p2)\n", @@ -267,9 +306,7 @@ " return df # shape=(d,)\n", "\n", "integral = bp.sdeint(f=f_part, g=g_part, method='milstein')" - ], - "outputs": [], - "execution_count": 5 + ] }, { "cell_type": "markdown", @@ -281,13 +318,21 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "ready-conspiracy", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:16:12.231334Z", "start_time": "2025-10-06T05:16:12.226509Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:40.271320Z", + "iopub.status.busy": "2026-07-08T14:21:40.271195Z", + "iopub.status.idle": "2026-07-08T14:21:40.273978Z", + "shell.execute_reply": "2026-07-08T14:21:40.273220Z" } }, + "outputs": [], "source": [ "def g_part(x, t, p1, p2):\n", " dg = g(x, t, p2)\n", @@ -302,9 +347,7 @@ " method='milstein', \n", " intg_type=bp.integrators.STRA_SDE, \n", " wiener_type=bp.integrators.VECTOR_WIENER)" - ], - "outputs": [], - "execution_count": 6 + ] }, { "cell_type": "markdown", @@ -332,13 +375,21 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "checked-greece", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:16:12.244434Z", "start_time": "2025-10-06T05:16:12.240038Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:40.275522Z", + "iopub.status.busy": "2026-07-08T14:21:40.275217Z", + "iopub.status.idle": "2026-07-08T14:21:40.278643Z", + "shell.execute_reply": "2026-07-08T14:21:40.277923Z" } }, + "outputs": [], "source": [ "sigma = 10; beta = 8/3; \n", "rho = 28; p = 0.1\n", @@ -356,119 +407,157 @@ " g=lorenz_g, \n", " intg_type=bp.integrators.ITO_SDE,\n", " wiener_type=bp.integrators.SCALAR_WIENER)" - ], - "outputs": [], - "execution_count": 7 + ] }, { "cell_type": "markdown", + "id": "e4ad29f58a245848", "metadata": { "collapsed": false }, "source": [ "To run this integrator, we use [brainpy.integrators.IntegratorRunner](../tutorial_toolbox/runners.ipynb), which can JIT compile the model to gain impressive speed." - ], - "id": "e4ad29f58a245848" + ] }, { "cell_type": "code", + "execution_count": 8, + "id": "556cee3819ca99e7", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:16:17.545767Z", "start_time": "2025-10-06T05:16:12.255126Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:40.280288Z", + "iopub.status.busy": "2026-07-08T14:21:40.280149Z", + "iopub.status.idle": "2026-07-08T14:21:43.884588Z", + "shell.execute_reply": "2026-07-08T14:21:43.883869Z" } }, - "source": [ - "runner = bp.IntegratorRunner(\n", - " lorenz,\n", - " monitors=['x', 'y', 'z'],\n", - " inits=[1., 1., 1.],\n", - " dt=0.001\n", - ")\n", - "runner.run(50.)\n", - "\n", - "fig = plt.figure()\n", - "ax = plt.axes(projection='3d')\n", - "plt.plot(runner.mon.x[:, 0], runner.mon.y[:, 0], runner.mon.z[:, 0])\n", - "ax.set_xlabel('x')\n", - "ax.set_xlabel('y')\n", - "ax.set_xlabel('z')\n", - "plt.show()" - ], - "id": "556cee3819ca99e7", "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/50000 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 8 + "source": [ + "runner = bp.IntegratorRunner(\n", + " lorenz,\n", + " monitors=['x', 'y', 'z'],\n", + " inits=[1., 1., 1.],\n", + " dt=0.001\n", + ")\n", + "runner.run(50.)\n", + "\n", + "fig = plt.figure()\n", + "ax = plt.axes(projection='3d')\n", + "plt.plot(runner.mon.x[:, 0], runner.mon.y[:, 0], runner.mon.z[:, 0])\n", + "ax.set_xlabel('x')\n", + "ax.set_xlabel('y')\n", + "ax.set_xlabel('z')\n", + "plt.show()" + ] }, { "cell_type": "markdown", + "id": "5df5a8b07a583f4", "metadata": { "collapsed": false }, "source": [ "We can also rewrite the above differential equation as a [JointEq](./joint_equations.ipynb) of separable equations, so that it can be applied to Exponential Euler method." - ], - "id": "5df5a8b07a583f4" + ] }, { "cell_type": "code", + "execution_count": 9, + "id": "6bcfbabc602a5fb0", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:16:19.666622Z", "start_time": "2025-10-06T05:16:19.661985Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:43.886643Z", + "iopub.status.busy": "2026-07-08T14:21:43.886503Z", + "iopub.status.idle": "2026-07-08T14:21:43.889219Z", + "shell.execute_reply": "2026-07-08T14:21:43.888613Z" } }, + "outputs": [], "source": [ "dx = lambda x, t, y: sigma * (y - x)\n", "dy = lambda y, t, x, z: x * (rho - z) - y\n", "dz = lambda z, t, x, y: x * y - beta * z\n", "lorenz_f = bp.JointEq(dx, dy, dz)" - ], - "id": "6bcfbabc602a5fb0", - "outputs": [], - "execution_count": 9 + ] }, { "cell_type": "code", + "execution_count": 10, + "id": "32b43ae7f9091448", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:16:24.825525Z", "start_time": "2025-10-06T05:16:19.674261Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:43.890991Z", + "iopub.status.busy": "2026-07-08T14:21:43.890865Z", + "iopub.status.idle": "2026-07-08T14:21:47.158043Z", + "shell.execute_reply": "2026-07-08T14:21:47.157292Z" } }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "0a53dcdda8a74d6b94f1a91d914b88af", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/50000 [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "lorenz = bp.sdeint(f=lorenz_f,\n", " g=lorenz_g,\n", @@ -488,41 +577,7 @@ "ax.set_xlabel('y')\n", "ax.set_xlabel('z')\n", "plt.show()" - ], - "id": "32b43ae7f9091448", - "outputs": [ - { - "data": { - "text/plain": [ - " 0%| | 0/50000 [00:00" - ], - "image/png": 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b/docs/tutorial_toolbox/state_resetting.ipynb index fc11bc612..bd49f86a0 100644 --- a/docs/tutorial_toolbox/state_resetting.ipynb +++ b/docs/tutorial_toolbox/state_resetting.ipynb @@ -40,14 +40,31 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "c52235597a78e7a9", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:01.759811Z", "start_time": "2025-10-06T05:16:57.361854Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:34:32.392162Z", + "iopub.status.busy": "2026-07-08T10:34:32.392010Z", + "iopub.status.idle": "2026-07-08T10:34:40.120602Z", + "shell.execute_reply": "2026-07-08T10:34:40.119536Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", @@ -73,25 +90,29 @@ " self.I(spk[3200:])\n", " self.delay(self.N(input))\n", " return self.N.spike.value" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "code", + "execution_count": 2, "id": "d86ace387ad37c42", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:02.313937Z", "start_time": "2025-10-06T05:17:01.763821Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:34:40.123635Z", + "iopub.status.busy": "2026-07-08T10:34:40.123298Z", + "iopub.status.idle": "2026-07-08T10:34:44.302599Z", + "shell.execute_reply": "2026-07-08T10:34:44.301769Z" } }, + "outputs": [], "source": [ "net = EINet()" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -105,57 +126,69 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "dc4233aa2c611eb2", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:02.326073Z", "start_time": "2025-10-06T05:17:02.318924Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:34:44.304138Z", + "iopub.status.busy": "2026-07-08T10:34:44.303994Z", + "iopub.status.idle": "2026-07-08T10:34:44.318464Z", + "shell.execute_reply": "2026-07-08T10:34:44.317446Z" } }, - "source": [ - "print('Before reset:', net.N.V.value)\n", - "bp.reset_state(net)\n", - "print('After reset:', net.N.V.value)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Before reset: [-58.220734 -55.27516 -52.99294 ... -53.753098 -58.306976 -54.8126 ]\n", - "After reset: [-52.719162 -59.424145 -55.10583 ... -55.06449 -55.02565 -55.455853]\n" + "Before reset: [-55.454243 -57.47857 -53.131973 ... -56.866783 -54.466038 -57.452084]\n", + "After reset: [-54.683327 -53.928505 -56.994892 ... -49.874153 -58.155216 -52.920265]\n" ] } ], - "execution_count": 3 + "source": [ + "print('Before reset:', net.N.V.value)\n", + "bp.reset_state(net)\n", + "print('After reset:', net.N.V.value)" + ] }, { "cell_type": "code", + "execution_count": 4, "id": "eb07adbfa355e58e", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:02.336121Z", "start_time": "2025-10-06T05:17:02.330307Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:34:44.320106Z", + "iopub.status.busy": "2026-07-08T10:34:44.319951Z", + "iopub.status.idle": "2026-07-08T10:34:44.329819Z", + "shell.execute_reply": "2026-07-08T10:34:44.328950Z" } }, - "source": [ - "print('Before reset_state:', net.N.V.value)\n", - "net.reset_state()\n", - "print('After reset_state:', net.N.V.value)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Before reset_state: [-52.719162 -59.424145 -55.10583 ... -55.06449 -55.02565 -55.455853]\n", - "After reset_state: [-58.49746 -53.042305 -52.38119 ... -57.445927 -52.89065 -56.70536 ]\n" + "Before reset_state: [-54.683327 -53.928505 -56.994892 ... -49.874153 -58.155216 -52.920265]\n", + "After reset_state: [-53.615574 -57.25017 -52.059917 ... -55.46604 -55.78637 -55.823757]\n" ] } ], - "execution_count": 4 + "source": [ + "print('Before reset_state:', net.N.V.value)\n", + "net.reset_state()\n", + "print('After reset_state:', net.N.V.value)" + ] }, { "cell_type": "markdown", @@ -177,14 +210,14 @@ "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" + "pygments_lexer": "ipython3", + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/tutorial_toolbox/state_saving_and_loading.ipynb b/docs/tutorial_toolbox/state_saving_and_loading.ipynb index 541a3c998..9556a6a9b 100644 --- a/docs/tutorial_toolbox/state_saving_and_loading.ipynb +++ b/docs/tutorial_toolbox/state_saving_and_loading.ipynb @@ -29,16 +29,33 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "eff1932c", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T05:17:17.088269Z", "start_time": "2025-10-06T05:17:12.568513Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:34:50.356792Z", + "iopub.status.busy": "2026-07-08T10:34:50.356647Z", + "iopub.status.idle": "2026-07-08T10:34:57.307751Z", + "shell.execute_reply": "2026-07-08T10:34:57.306787Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "import numpy as np\n", "\n", @@ -46,9 +63,7 @@ "import brainpy.math as bm\n", "\n", "bp.math.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "markdown", @@ -90,16 +105,24 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "bc2cab20", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T05:17:17.097455Z", "start_time": "2025-10-06T05:17:17.093277Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T10:34:57.309766Z", + "iopub.status.busy": "2026-07-08T10:34:57.309506Z", + "iopub.status.idle": "2026-07-08T10:34:57.312875Z", + "shell.execute_reply": "2026-07-08T10:34:57.312048Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [], "source": [ "class SNN(bp.DynamicalSystem):\n", " def __init__(self):\n", @@ -110,25 +133,29 @@ "\n", " def update(self, x):\n", " return x >> self.l1 >> self.l2" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "code", + "execution_count": 3, "id": "59a6abf6a8eabaa9", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:17.551790Z", "start_time": "2025-10-06T05:17:17.100466Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:34:57.314422Z", + "iopub.status.busy": "2026-07-08T10:34:57.314281Z", + "iopub.status.idle": "2026-07-08T10:35:03.167979Z", + "shell.execute_reply": "2026-07-08T10:35:03.167045Z" } }, + "outputs": [], "source": [ "net = SNN()" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -144,17 +171,21 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "5eb9d839e47cf417", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:17.564576Z", "start_time": "2025-10-06T05:17:17.558312Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:35:03.169805Z", + "iopub.status.busy": "2026-07-08T10:35:03.169636Z", + "iopub.status.idle": "2026-07-08T10:35:03.176226Z", + "shell.execute_reply": "2026-07-08T10:35:03.175204Z" } }, - "source": [ - "net.save_state()" - ], "outputs": [ { "data": { @@ -167,7 +198,9 @@ "output_type": "execute_result" } ], - "execution_count": 4 + "source": [ + "net.save_state()" + ] }, { "cell_type": "markdown", @@ -181,24 +214,28 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "a5e0fc0f7f424718", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:17.578082Z", "start_time": "2025-10-06T05:17:17.571977Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:35:03.178145Z", + "iopub.status.busy": "2026-07-08T10:35:03.177976Z", + "iopub.status.idle": "2026-07-08T10:35:03.185494Z", + "shell.execute_reply": "2026-07-08T10:35:03.184349Z" } }, - "source": [ - "bp.save_state(net)" - ], "outputs": [ { "data": { "text/plain": [ "{'SNN0': {'SNN0.var': Array([0.], dtype=float32)},\n", " 'Dense0': {},\n", - " 'Lif0': {'Lif0.V': Array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0.], dtype=float32),\n", + " 'Lif0': {'Lif0.V': Array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0.], dtype=float32, weak_type=True),\n", " 'Lif0.spike': Array([False, False, False, False, False, False, False, False, False,\n", " False], dtype=bool)}}" ] @@ -208,7 +245,9 @@ "output_type": "execute_result" } ], - "execution_count": 5 + "source": [ + "bp.save_state(net)" + ] }, { "cell_type": "markdown", @@ -222,17 +261,21 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "1b3cf2ec8272839f", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:17.604778Z", "start_time": "2025-10-06T05:17:17.596541Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:35:03.187327Z", + "iopub.status.busy": "2026-07-08T10:35:03.187034Z", + "iopub.status.idle": "2026-07-08T10:35:03.200353Z", + "shell.execute_reply": "2026-07-08T10:35:03.199388Z" } }, - "source": [ - "bp.checkpoints.save_pytree('a.bp', net.state_dict())" - ], "outputs": [ { "name": "stdout", @@ -240,9 +283,21 @@ "text": [ "Saving checkpoint into a.bp\n" ] + }, + { + "data": { + "text/plain": [ + "'a.bp'" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "bp.checkpoints.save_pytree('a.bp', net.state_dict())" + ] }, { "cell_type": "markdown", @@ -258,41 +313,43 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "2cdc6d82d53317e7", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:17.654474Z", "start_time": "2025-10-06T05:17:17.609953Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:35:03.202135Z", + "iopub.status.busy": "2026-07-08T10:35:03.201976Z", + "iopub.status.idle": "2026-07-08T10:35:03.207411Z", + "shell.execute_reply": "2026-07-08T10:35:03.206321Z" } }, + "outputs": [], "source": [ "states = bp.checkpoints.load_pytree('a.bp')" - ], - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Loading checkpoint from a.bp\n" - ] - } - ], - "execution_count": 7 + ] }, { "cell_type": "code", + "execution_count": 8, "id": "4d18c9fba2983e69", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:17.664113Z", "start_time": "2025-10-06T05:17:17.659483Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:35:03.209431Z", + "iopub.status.busy": "2026-07-08T10:35:03.209062Z", + "iopub.status.idle": "2026-07-08T10:35:03.213299Z", + "shell.execute_reply": "2026-07-08T10:35:03.212446Z" } }, - "source": [ - "states" - ], "outputs": [ { "data": { @@ -310,7 +367,9 @@ "output_type": "execute_result" } ], - "execution_count": 8 + "source": [ + "states" + ] }, { "cell_type": "markdown", @@ -324,17 +383,21 @@ }, { "cell_type": "code", + "execution_count": 9, "id": "a585a32ef51654b", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:17.674683Z", "start_time": "2025-10-06T05:17:17.668604Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:35:03.215388Z", + "iopub.status.busy": "2026-07-08T10:35:03.215204Z", + "iopub.status.idle": "2026-07-08T10:35:03.245706Z", + "shell.execute_reply": "2026-07-08T10:35:03.244453Z" } }, - "source": [ - "bp.load_state(net, states)" - ], "outputs": [ { "data": { @@ -347,7 +410,9 @@ "output_type": "execute_result" } ], - "execution_count": 9 + "source": [ + "bp.load_state(net, states)" + ] }, { "cell_type": "markdown", @@ -393,14 +458,22 @@ }, { "cell_type": "code", + "execution_count": 10, "id": "8c70c70c785f620c", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:17.687249Z", "start_time": "2025-10-06T05:17:17.682511Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:35:03.248091Z", + "iopub.status.busy": "2026-07-08T10:35:03.247746Z", + "iopub.status.idle": "2026-07-08T10:35:03.252262Z", + "shell.execute_reply": "2026-07-08T10:35:03.251291Z" } }, + "outputs": [], "source": [ "bm.set_dt(1.)\n", "\n", @@ -431,20 +504,55 @@ "\n", " def update(self, spike):\n", " return spike >> self.i2r >> self.r >> self.r2o >> self.o" - ], - "outputs": [], - "execution_count": 10 + ] }, { "cell_type": "code", + "execution_count": 11, "id": "edbfcc58", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:20.242669Z", "start_time": "2025-10-06T05:17:17.690454Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:35:03.254375Z", + "iopub.status.busy": "2026-07-08T10:35:03.254140Z", + "iopub.status.idle": "2026-07-08T10:35:07.575849Z", + "shell.execute_reply": "2026-07-08T10:35:07.574700Z" } }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 0, loss 1.035707712173462\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1, loss 0.9996074438095093\n", + "Epoch 2, loss 0.9637913703918457\n", + "Epoch 3, loss 0.8900526762008667\n", + "Epoch 4, loss 0.863868772983551\n", + "Epoch 5, loss 0.8164448738098145\n", + "Epoch 6, loss 0.8133996725082397\n", + "Epoch 7, loss 0.791987955570221\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 8, loss 0.7765909433364868\n", + "Epoch 9, loss 0.7346742153167725\n" + ] + } + ], "source": [ "num_in = 100\n", "num_rec = 10\n", @@ -497,49 +605,26 @@ " 'train_loss': loss}\n", " bp.checkpoints.save_pytree('snn.bp', states, verbose=False) # save the checkpoint\n", " print(f'Epoch {i}, loss {loss}')" - ], - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 0, loss 0.7809630632400513\n", - "Epoch 1, loss 0.7564582824707031\n", - "Epoch 2, loss 0.7331098914146423\n", - "Epoch 3, loss 0.7209206819534302\n", - "Epoch 4, loss 0.713200569152832\n", - "Epoch 5, loss 0.6973298788070679\n", - "Epoch 6, loss 0.689375638961792\n", - "Epoch 8, loss 0.6860182285308838\n", - "Epoch 9, loss 0.6855737566947937\n" - ] - } - ], - "execution_count": 11 + ] }, { "cell_type": "code", + "execution_count": 12, "id": "621ac319", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:23.600146Z", "start_time": "2025-10-06T05:17:23.546132Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T10:35:07.578997Z", + "iopub.status.busy": "2026-07-08T10:35:07.578771Z", + "iopub.status.idle": "2026-07-08T10:35:07.634611Z", + "shell.execute_reply": "2026-07-08T10:35:07.633756Z" } }, - "source": [ - "# model loading\n", - "state_dict = bp.checkpoints.load_pytree('snn.bp') # load the state dict\n", - "bp.load_state(net, state_dict['net']) # unpack the state dict and load it into the network" - ], "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Loading checkpoint from snn.bp\n" - ] - }, { "data": { "text/plain": [ @@ -551,7 +636,11 @@ "output_type": "execute_result" } ], - "execution_count": 12 + "source": [ + "# model loading\n", + "state_dict = bp.checkpoints.load_pytree('snn.bp') # load the state dict\n", + "bp.load_state(net, state_dict['net']) # unpack the state dict and load it into the network" + ] }, { "cell_type": "markdown", @@ -649,7 +738,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.11" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/tutorial_toolbox/surrogate_gradient.ipynb b/docs/tutorial_toolbox/surrogate_gradient.ipynb index c9278d5ad..25c7bdb05 100644 --- a/docs/tutorial_toolbox/surrogate_gradient.ipynb +++ b/docs/tutorial_toolbox/surrogate_gradient.ipynb @@ -66,9 +66,17 @@ ], "metadata": { "language_info": { - "name": "python" - }, - "orig_nbformat": 4 + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.11" + } }, "nbformat": 4, "nbformat_minor": 2 diff --git a/docs/tutorial_toolbox/synaptic_connections.ipynb b/docs/tutorial_toolbox/synaptic_connections.ipynb index 645e1c1fc..3db6f4e98 100644 --- a/docs/tutorial_toolbox/synaptic_connections.ipynb +++ b/docs/tutorial_toolbox/synaptic_connections.ipynb @@ -310,49 +310,68 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:19.927763Z", "start_time": "2025-10-06T05:18:19.921564Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:54.908012Z", + "iopub.status.busy": "2026-07-08T14:21:54.907797Z", + "iopub.status.idle": "2026-07-08T14:21:58.645441Z", + "shell.execute_reply": "2026-07-08T14:21:58.644538Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bp.math.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, - "execution_count": 10, + "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 10 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bp.math.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "code", + "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:19.969653Z", "start_time": "2025-10-06T05:18:19.966386Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:58.647242Z", + "iopub.status.busy": "2026-07-08T14:21:58.646970Z", + "iopub.status.idle": "2026-07-08T14:21:58.790343Z", + "shell.execute_reply": "2026-07-08T14:21:58.789507Z" } }, + "outputs": [], "source": [ "import networkx as nx\n", "import numpy as np\n", "import matplotlib.pyplot as plt" - ], - "outputs": [], - "execution_count": 11 + ] }, { "cell_type": "markdown", @@ -377,16 +396,19 @@ }, { "cell_type": "code", + "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:19.982169Z", "start_time": "2025-10-06T05:18:19.977295Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:58.792798Z", + "iopub.status.busy": "2026-07-08T14:21:58.792477Z", + "iopub.status.idle": "2026-07-08T14:21:58.795987Z", + "shell.execute_reply": "2026-07-08T14:21:58.795188Z" } }, - "source": [ - "conn = bp.connect.One2One()\n", - "conn(pre_size=10, post_size=10)" - ], "outputs": [ { "data": { @@ -394,12 +416,15 @@ "One2One" ] }, - "execution_count": 12, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 12 + "source": [ + "conn = bp.connect.One2One()\n", + "conn(pre_size=10, post_size=10)" + ] }, { "cell_type": "markdown", @@ -422,21 +447,19 @@ }, { "cell_type": "code", + "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:20.010096Z", "start_time": "2025-10-06T05:18:20.004616Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:58.797480Z", + "iopub.status.busy": "2026-07-08T14:21:58.797342Z", + "iopub.status.idle": "2026-07-08T14:21:58.805410Z", + "shell.execute_reply": "2026-07-08T14:21:58.804602Z" } }, - "source": [ - "size = 5\n", - "conn = bp.connect.One2One()(pre_size=size, post_size=size)\n", - "res = conn.require('pre_ids', 'post_ids', 'pre2post', 'conn_mat')\n", - "\n", - "print('pre_ids:', res[0])\n", - "print('post_ids:', res[1])\n", - "print('pre2post:', res[2])" - ], "outputs": [ { "name": "stdout", @@ -448,7 +471,15 @@ ] } ], - "execution_count": 13 + "source": [ + "size = 5\n", + "conn = bp.connect.One2One()(pre_size=size, post_size=size)\n", + "res = conn.require('pre_ids', 'post_ids', 'pre2post', 'conn_mat')\n", + "\n", + "print('pre_ids:', res[0])\n", + "print('post_ids:', res[1])\n", + "print('pre2post:', res[2])" + ] }, { "cell_type": "markdown", @@ -466,16 +497,19 @@ }, { "cell_type": "code", + "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:20.035952Z", "start_time": "2025-10-06T05:18:20.030613Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:58.807100Z", + "iopub.status.busy": "2026-07-08T14:21:58.806956Z", + "iopub.status.idle": "2026-07-08T14:21:58.810308Z", + "shell.execute_reply": "2026-07-08T14:21:58.809532Z" } }, - "source": [ - "conn = bp.connect.All2All(include_self=False)\n", - "conn(pre_size=size, post_size=size)" - ], "outputs": [ { "data": { @@ -483,12 +517,15 @@ "All2All(include_self=False)" ] }, - "execution_count": 14, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 14 + "source": [ + "conn = bp.connect.All2All(include_self=False)\n", + "conn(pre_size=size, post_size=size)" + ] }, { "cell_type": "markdown", @@ -501,21 +538,19 @@ }, { "cell_type": "code", + "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:20.073454Z", "start_time": "2025-10-06T05:18:20.067923Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:58.811890Z", + "iopub.status.busy": "2026-07-08T14:21:58.811723Z", + "iopub.status.idle": "2026-07-08T14:21:58.816557Z", + "shell.execute_reply": "2026-07-08T14:21:58.815699Z" } }, - "source": [ - "conn = bp.connect.All2All(include_self=False)(pre_size=size, post_size=size)\n", - "res = conn.require('pre_ids', 'post_ids', 'pre2post', 'conn_mat')\n", - "\n", - "print('pre_ids:', res[0])\n", - "print('post_ids:', res[1])\n", - "print('pre2post:', res[2])\n", - "print('conn_mat:', res[3])" - ], "outputs": [ { "name": "stdout", @@ -532,7 +567,15 @@ ] } ], - "execution_count": 15 + "source": [ + "conn = bp.connect.All2All(include_self=False)(pre_size=size, post_size=size)\n", + "res = conn.require('pre_ids', 'post_ids', 'pre2post', 'conn_mat')\n", + "\n", + "print('pre_ids:', res[0])\n", + "print('post_ids:', res[1])\n", + "print('pre2post:', res[2])\n", + "print('conn_mat:', res[3])" + ] }, { "cell_type": "markdown", @@ -548,16 +591,19 @@ }, { "cell_type": "code", + "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:20.120769Z", "start_time": "2025-10-06T05:18:20.115617Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:58.817941Z", + "iopub.status.busy": "2026-07-08T14:21:58.817816Z", + "iopub.status.idle": "2026-07-08T14:21:58.821036Z", + "shell.execute_reply": "2026-07-08T14:21:58.820206Z" } }, - "source": [ - "conn = bp.connect.GridFour(include_self=False)\n", - "conn(pre_size=size)" - ], "outputs": [ { "data": { @@ -565,12 +611,15 @@ "GridFour(include_self=False, periodic_boundary=False)" ] }, - "execution_count": 16, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 16 + "source": [ + "conn = bp.connect.GridFour(include_self=False)\n", + "conn(pre_size=size)" + ] }, { "cell_type": "markdown", @@ -583,19 +632,19 @@ }, { "cell_type": "code", + "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:20.155610Z", "start_time": "2025-10-06T05:18:20.143780Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:58.822723Z", + "iopub.status.busy": "2026-07-08T14:21:58.822584Z", + "iopub.status.idle": "2026-07-08T14:21:59.703869Z", + "shell.execute_reply": "2026-07-08T14:21:59.702897Z" } }, - "source": [ - "size = (4, 4)\n", - "conn = bp.connect.GridFour(include_self=False)(pre_size=size)\n", - "res = conn.require('pre_ids', 'conn_mat')\n", - "\n", - "print('pre_ids', res[0])" - ], "outputs": [ { "name": "stdout", @@ -606,38 +655,47 @@ ] } ], - "execution_count": 17 + "source": [ + "size = (4, 4)\n", + "conn = bp.connect.GridFour(include_self=False)(pre_size=size)\n", + "res = conn.require('pre_ids', 'conn_mat')\n", + "\n", + "print('pre_ids', res[0])" + ] }, { "cell_type": "code", + "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:20.570296Z", "start_time": "2025-10-06T05:18:20.171487Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:21:59.705630Z", + "iopub.status.busy": "2026-07-08T14:21:59.705487Z", + "iopub.status.idle": "2026-07-08T14:22:00.082552Z", + "shell.execute_reply": "2026-07-08T14:22:00.081805Z" } }, - "source": [ - "# Using NetworkX to visualize network connection\n", - "G = nx.from_numpy_array(res[1])\n", - "nx.draw(G, with_labels=True)\n", - "plt.show()" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 18 + "source": [ + "# Using NetworkX to visualize network connection\n", + "G = nx.from_numpy_array(res[1])\n", + "nx.draw(G, with_labels=True)\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -653,16 +711,19 @@ }, { "cell_type": "code", + "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:20.580961Z", "start_time": "2025-10-06T05:18:20.575988Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:00.084537Z", + "iopub.status.busy": "2026-07-08T14:22:00.084392Z", + "iopub.status.idle": "2026-07-08T14:22:00.087938Z", + "shell.execute_reply": "2026-07-08T14:22:00.087179Z" } }, - "source": [ - "conn = bp.connect.GridEight(include_self=False)\n", - "conn(pre_size=size)" - ], "outputs": [ { "data": { @@ -670,12 +731,15 @@ "GridEight(N=1, include_self=False, periodic_boundary=False)" ] }, - "execution_count": 19, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 19 + "source": [ + "conn = bp.connect.GridEight(include_self=False)\n", + "conn(pre_size=size)" + ] }, { "cell_type": "markdown", @@ -688,19 +752,19 @@ }, { "cell_type": "code", + "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:21.417712Z", "start_time": "2025-10-06T05:18:20.617433Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:00.089618Z", + "iopub.status.busy": "2026-07-08T14:22:00.089486Z", + "iopub.status.idle": "2026-07-08T14:22:00.820620Z", + "shell.execute_reply": "2026-07-08T14:22:00.819694Z" } }, - "source": [ - "size = (4, 4)\n", - "conn = bp.connect.GridEight(include_self=False)(pre_size=size)\n", - "res = conn.require('pre_ids', 'conn_mat')\n", - "\n", - "print('pre_ids', res[0])" - ], "outputs": [ { "name": "stdout", @@ -713,7 +777,13 @@ ] } ], - "execution_count": 20 + "source": [ + "size = (4, 4)\n", + "conn = bp.connect.GridEight(include_self=False)(pre_size=size)\n", + "res = conn.require('pre_ids', 'conn_mat')\n", + "\n", + "print('pre_ids', res[0])" + ] }, { "cell_type": "markdown", @@ -725,34 +795,37 @@ }, { "cell_type": "code", + "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:21.666099Z", "start_time": "2025-10-06T05:18:21.460944Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:00.822179Z", + "iopub.status.busy": "2026-07-08T14:22:00.822037Z", + "iopub.status.idle": "2026-07-08T14:22:00.978624Z", + "shell.execute_reply": "2026-07-08T14:22:00.977741Z" } }, - "source": [ - "# Using NetworkX to visualize network connection\n", - "G = nx.from_numpy_array(res[1])\n", - "nx.draw(G, with_labels=True)\n", - "plt.show()" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 21 + "source": [ + "# Using NetworkX to visualize network connection\n", + "G = nx.from_numpy_array(res[1])\n", + "nx.draw(G, with_labels=True)\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -786,16 +859,19 @@ }, { "cell_type": "code", + "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:21.682426Z", "start_time": "2025-10-06T05:18:21.677980Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:00.980377Z", + "iopub.status.busy": "2026-07-08T14:22:00.980238Z", + "iopub.status.idle": "2026-07-08T14:22:00.983863Z", + "shell.execute_reply": "2026-07-08T14:22:00.983047Z" } }, - "source": [ - "conn = bp.connect.GridN(N=2, include_self=False)\n", - "conn(pre_size=size)" - ], "outputs": [ { "data": { @@ -803,12 +879,15 @@ "GridN(N=2, include_self=False, periodic_boundary=False)" ] }, - "execution_count": 22, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 22 + "source": [ + "conn = bp.connect.GridN(N=2, include_self=False)\n", + "conn(pre_size=size)" + ] }, { "cell_type": "markdown", @@ -819,50 +898,59 @@ }, { "cell_type": "code", + "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:21.887410Z", "start_time": "2025-10-06T05:18:21.697488Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:00.985620Z", + "iopub.status.busy": "2026-07-08T14:22:00.985484Z", + "iopub.status.idle": "2026-07-08T14:22:01.154535Z", + "shell.execute_reply": "2026-07-08T14:22:01.153614Z" } }, + "outputs": [], "source": [ "size = (4, 4)\n", "conn = bp.connect.GridN(N=1, include_self=False)(pre_size=size)\n", "res = conn.require('conn_mat')" - ], - "outputs": [], - "execution_count": 23 + ] }, { "cell_type": "code", + "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:21.957282Z", "start_time": "2025-10-06T05:18:21.892671Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:01.156754Z", + "iopub.status.busy": "2026-07-08T14:22:01.156432Z", + "iopub.status.idle": "2026-07-08T14:22:01.203311Z", + "shell.execute_reply": "2026-07-08T14:22:01.202121Z" } }, - "source": [ - "# Using NetworkX to visualize network connection\n", - "G = nx.from_numpy_array(res)\n", - "nx.draw(G, with_labels=True)\n", - "plt.show()" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 24 + "source": [ + "# Using NetworkX to visualize network connection\n", + "G = nx.from_numpy_array(res)\n", + "nx.draw(G, with_labels=True)\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -895,17 +983,19 @@ }, { "cell_type": "code", + "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:22.376717Z", "start_time": "2025-10-06T05:18:21.967005Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:01.205247Z", + "iopub.status.busy": "2026-07-08T14:22:01.205113Z", + "iopub.status.idle": "2026-07-08T14:22:01.574997Z", + "shell.execute_reply": "2026-07-08T14:22:01.574317Z" } }, - "source": [ - "conn = bp.connect.FixedProb(prob=0.5, include_self=False, seed=134)\n", - "conn(pre_size=4, post_size=4)\n", - "conn.require('conn_mat')" - ], "outputs": [ { "data": { @@ -916,12 +1006,16 @@ " [False, True, True, False]], dtype=bool)" ] }, - "execution_count": 25, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 25 + "source": [ + "conn = bp.connect.FixedProb(prob=0.5, include_self=False, seed=134)\n", + "conn(pre_size=4, post_size=4)\n", + "conn.require('conn_mat')" + ] }, { "cell_type": "markdown", @@ -948,17 +1042,19 @@ }, { "cell_type": "code", + "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:27.675026Z", "start_time": "2025-10-06T05:18:22.398731Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:01.577244Z", + "iopub.status.busy": "2026-07-08T14:22:01.577106Z", + "iopub.status.idle": "2026-07-08T14:22:04.045824Z", + "shell.execute_reply": "2026-07-08T14:22:04.045026Z" } }, - "source": [ - "conn = bp.connect.FixedPreNum(num=2, include_self=True, seed=1234)\n", - "conn(pre_size=4, post_size=4)\n", - "conn.require('conn_mat')" - ], "outputs": [ { "data": { @@ -969,12 +1065,16 @@ " [False, False, True, True]], dtype=bool)" ] }, - "execution_count": 26, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 26 + "source": [ + "conn = bp.connect.FixedPreNum(num=2, include_self=True, seed=1234)\n", + "conn(pre_size=4, post_size=4)\n", + "conn.require('conn_mat')" + ] }, { "cell_type": "markdown", @@ -1000,17 +1100,19 @@ }, { "cell_type": "code", + "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:28.543114Z", "start_time": "2025-10-06T05:18:27.743381Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:04.047472Z", + "iopub.status.busy": "2026-07-08T14:22:04.047331Z", + "iopub.status.idle": "2026-07-08T14:22:04.257491Z", + "shell.execute_reply": "2026-07-08T14:22:04.256821Z" } }, - "source": [ - "conn = bp.connect.FixedPostNum(num=2, include_self=True, seed=1234)\n", - "conn(pre_size=4, post_size=4)\n", - "conn.require('conn_mat')" - ], "outputs": [ { "data": { @@ -1021,12 +1123,16 @@ " [False, True, False, True]], dtype=bool)" ] }, - "execution_count": 27, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 27 + "source": [ + "conn = bp.connect.FixedPostNum(num=2, include_self=True, seed=1234)\n", + "conn(pre_size=4, post_size=4)\n", + "conn.require('conn_mat')" + ] }, { "cell_type": "markdown", @@ -1047,17 +1153,19 @@ }, { "cell_type": "code", + "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:28.815825Z", "start_time": "2025-10-06T05:18:28.561653Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:04.259190Z", + "iopub.status.busy": "2026-07-08T14:22:04.258916Z", + "iopub.status.idle": "2026-07-08T14:22:04.482865Z", + "shell.execute_reply": "2026-07-08T14:22:04.482096Z" } }, - "source": [ - "conn = bp.connect.FixedTotalNum(num=8, allow_multi_conn=False, seed=1234)\n", - "conn(pre_size=3, post_size=4)\n", - "conn.require('conn_mat')" - ], "outputs": [ { "data": { @@ -1067,12 +1175,16 @@ " [ True, False, True, False]], dtype=bool)" ] }, - "execution_count": 28, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 28 + "source": [ + "conn = bp.connect.FixedTotalNum(num=8, allow_multi_conn=False, seed=1234)\n", + "conn(pre_size=3, post_size=4)\n", + "conn.require('conn_mat')" + ] }, { "cell_type": "markdown", @@ -1116,17 +1228,19 @@ }, { "cell_type": "code", + "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:28.926677Z", "start_time": "2025-10-06T05:18:28.821329Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:04.484378Z", + "iopub.status.busy": "2026-07-08T14:22:04.484242Z", + "iopub.status.idle": "2026-07-08T14:22:04.583917Z", + "shell.execute_reply": "2026-07-08T14:22:04.582926Z" } }, - "source": [ - "conn = bp.connect.GaussianProb(sigma=2, periodic_boundary=True, normalize=True, include_self=True, seed=21)\n", - "conn(pre_size=10)\n", - "conn.require('conn_mat')" - ], "outputs": [ { "data": { @@ -1153,43 +1267,50 @@ " True]], dtype=bool)" ] }, - "execution_count": 29, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 29 + "source": [ + "conn = bp.connect.GaussianProb(sigma=2, periodic_boundary=True, normalize=True, include_self=True, seed=21)\n", + "conn(pre_size=10)\n", + "conn.require('conn_mat')" + ] }, { "cell_type": "code", + "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:29.456211Z", "start_time": "2025-10-06T05:18:28.930673Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:04.585903Z", + "iopub.status.busy": "2026-07-08T14:22:04.585681Z", + "iopub.status.idle": "2026-07-08T14:22:05.026036Z", + "shell.execute_reply": "2026-07-08T14:22:05.025138Z" } }, - "source": [ - "# Using NetworkX to visualize network connection\n", - "G = nx.from_numpy_array(conn.require('conn_mat'))\n", - "nx.draw(G, with_labels=True)\n", - "plt.show()" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 30 + "source": [ + "# Using NetworkX to visualize network connection\n", + "G = nx.from_numpy_array(conn.require('conn_mat'))\n", + "nx.draw(G, with_labels=True)\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -1246,19 +1367,25 @@ }, { "cell_type": "code", + "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:30.307391Z", "start_time": "2025-10-06T05:18:29.492598Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:05.028188Z", + "iopub.status.busy": "2026-07-08T14:22:05.028037Z", + "iopub.status.idle": "2026-07-08T14:22:05.537979Z", + "shell.execute_reply": "2026-07-08T14:22:05.536939Z" } }, + "outputs": [], "source": [ "conn = bp.connect.ProbDist(dist=10, prob=0.5, pre_ratio=0.5, seed=1234, include_self=True)\n", "conn(pre_size=100, post_size=100)\n", "mat = conn.require(\"conn_mat\")" - ], - "outputs": [], - "execution_count": 31 + ] }, { "cell_type": "markdown", @@ -1294,80 +1421,89 @@ }, { "cell_type": "code", + "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:31.105253Z", "start_time": "2025-10-06T05:18:30.322462Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:05.540136Z", + "iopub.status.busy": "2026-07-08T14:22:05.539966Z", + "iopub.status.idle": "2026-07-08T14:22:06.100141Z", + "shell.execute_reply": "2026-07-08T14:22:06.099236Z" } }, - "source": [ - "conn = bp.connect.SmallWorld(num_neighbor=5, prob=0.2, directed=False, include_self=False)\n", - "conn(pre_size=10, post_size=10)\n", - "conn.require('conn_mat')" - ], "outputs": [ { "data": { "text/plain": [ - "Array([[False, True, True, False, False, False, False, False, False,\n", - " False],\n", - " [ True, False, True, True, False, False, True, False, False,\n", + "Array([[False, True, False, False, False, False, True, False, True,\n", " True],\n", - " [ True, True, False, False, True, False, False, False, True,\n", + " [ True, False, True, True, False, False, False, False, False,\n", " True],\n", - " [False, True, False, False, True, True, False, False, True,\n", + " [False, True, False, True, True, False, False, False, True,\n", " False],\n", - " [False, False, True, True, False, False, False, False, True,\n", - " True],\n", - " [False, False, False, True, False, False, True, True, False,\n", + " [False, True, True, False, True, True, False, False, True,\n", " False],\n", - " [False, True, False, False, False, True, False, False, False,\n", - " True],\n", - " [False, False, False, False, False, True, False, False, True,\n", + " [False, False, True, True, False, False, True, False, False,\n", + " False],\n", + " [False, False, False, True, False, False, False, True, False,\n", " True],\n", - " [False, False, True, True, True, False, False, True, False,\n", + " [ True, False, False, False, True, False, False, True, True,\n", + " False],\n", + " [False, False, False, False, False, True, True, False, True,\n", " True],\n", - " [False, True, True, False, True, False, True, True, True,\n", + " [ True, False, True, True, False, False, True, True, False,\n", + " False],\n", + " [ True, True, False, False, False, True, False, True, False,\n", " False]], dtype=bool)" ] }, - "execution_count": 32, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 32 + "source": [ + "conn = bp.connect.SmallWorld(num_neighbor=5, prob=0.2, directed=False, include_self=False)\n", + "conn(pre_size=10, post_size=10)\n", + "conn.require('conn_mat')" + ] }, { "cell_type": "code", + "execution_count": 24, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:31.344252Z", "start_time": "2025-10-06T05:18:31.111450Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:06.102012Z", + "iopub.status.busy": "2026-07-08T14:22:06.101865Z", + "iopub.status.idle": "2026-07-08T14:22:06.320986Z", + "shell.execute_reply": "2026-07-08T14:22:06.320186Z" } }, - "source": [ - "# Using NetworkX to visualize network connection\n", - "G = nx.from_numpy_array(conn.require('conn_mat'))\n", - "nx.draw(G, with_labels=True)\n", - "plt.show()" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 33 + "source": [ + "# Using NetworkX to visualize network connection\n", + "G = nx.from_numpy_array(conn.require('conn_mat'))\n", + "nx.draw(G, with_labels=True)\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -1391,17 +1527,19 @@ }, { "cell_type": "code", + "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:31.765418Z", "start_time": "2025-10-06T05:18:31.348543Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:06.322651Z", + "iopub.status.busy": "2026-07-08T14:22:06.322507Z", + "iopub.status.idle": "2026-07-08T14:22:06.671998Z", + "shell.execute_reply": "2026-07-08T14:22:06.671112Z" } }, - "source": [ - "conn = bp.connect.ScaleFreeBA(m=5, directed=False, seed=12345)\n", - "conn(pre_size=10, post_size=10)\n", - "conn.require('conn_mat')" - ], "outputs": [ { "data": { @@ -1428,43 +1566,50 @@ " False]], dtype=bool)" ] }, - "execution_count": 34, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 34 + "source": [ + "conn = bp.connect.ScaleFreeBA(m=5, directed=False, seed=12345)\n", + "conn(pre_size=10, post_size=10)\n", + "conn.require('conn_mat')" + ] }, { "cell_type": "code", + "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:32.593387Z", "start_time": "2025-10-06T05:18:32.314067Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:06.673533Z", + "iopub.status.busy": "2026-07-08T14:22:06.673389Z", + "iopub.status.idle": "2026-07-08T14:22:06.905784Z", + "shell.execute_reply": "2026-07-08T14:22:06.904843Z" } }, - "source": [ - "# Using NetworkX to visualize network connection\n", - "G = nx.from_numpy_array(conn.require('conn_mat'))\n", - "nx.draw(G, with_labels=True)\n", - "plt.show()" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 35 + "source": [ + "# Using NetworkX to visualize network connection\n", + "G = nx.from_numpy_array(conn.require('conn_mat'))\n", + "nx.draw(G, with_labels=True)\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -1490,17 +1635,19 @@ }, { "cell_type": "code", + "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:32.747701Z", "start_time": "2025-10-06T05:18:32.599021Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:06.907501Z", + "iopub.status.busy": "2026-07-08T14:22:06.907345Z", + "iopub.status.idle": "2026-07-08T14:22:07.019440Z", + "shell.execute_reply": "2026-07-08T14:22:07.018569Z" } }, - "source": [ - "conn = bp.connect.ScaleFreeBADual(m1=3, m2=5, p=0.5, directed=False, seed=12345)\n", - "conn(pre_size=10, post_size=10)\n", - "conn.require('conn_mat')" - ], "outputs": [ { "data": { @@ -1527,12 +1674,16 @@ " False]], dtype=bool)" ] }, - "execution_count": 36, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 36 + "source": [ + "conn = bp.connect.ScaleFreeBADual(m1=3, m2=5, p=0.5, directed=False, seed=12345)\n", + "conn(pre_size=10, post_size=10)\n", + "conn.require('conn_mat')" + ] }, { "cell_type": "markdown", @@ -1557,17 +1708,19 @@ }, { "cell_type": "code", + "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:32.902906Z", "start_time": "2025-10-06T05:18:32.752145Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:07.021150Z", + "iopub.status.busy": "2026-07-08T14:22:07.021011Z", + "iopub.status.idle": "2026-07-08T14:22:07.133311Z", + "shell.execute_reply": "2026-07-08T14:22:07.132376Z" } }, - "source": [ - "conn = bp.connect.PowerLaw(m=3, p=0.5, directed=False, seed=12345)\n", - "conn(pre_size=10, post_size=10)\n", - "conn.require('conn_mat')" - ], "outputs": [ { "data": { @@ -1594,12 +1747,16 @@ " False]], dtype=bool)" ] }, - "execution_count": 37, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 37 + "source": [ + "conn = bp.connect.PowerLaw(m=3, p=0.5, directed=False, seed=12345)\n", + "conn(pre_size=10, post_size=10)\n", + "conn.require('conn_mat')" + ] }, { "cell_type": "markdown", @@ -1636,32 +1793,42 @@ }, { "cell_type": "code", + "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:32.942403Z", "start_time": "2025-10-06T05:18:32.907664Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:07.134767Z", + "iopub.status.busy": "2026-07-08T14:22:07.134635Z", + "iopub.status.idle": "2026-07-08T14:22:07.183479Z", + "shell.execute_reply": "2026-07-08T14:22:07.182540Z" } }, + "outputs": [], "source": [ "pre_list = np.array([0, 1, 2])\n", "post_list = np.array(([0, 0, 0]))\n", "conn = bp.conn.IJConn(i=pre_list, j=post_list)\n", "conn = conn(pre_size=5, post_size=3)" - ], - "outputs": [], - "execution_count": 38 + ] }, { "cell_type": "code", + "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:33.104868Z", "start_time": "2025-10-06T05:18:32.945669Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:07.185559Z", + "iopub.status.busy": "2026-07-08T14:22:07.185408Z", + "iopub.status.idle": "2026-07-08T14:22:07.338291Z", + "shell.execute_reply": "2026-07-08T14:22:07.337425Z" } }, - "source": [ - "conn.requires('conn_mat')" - ], "outputs": [ { "data": { @@ -1673,58 +1840,62 @@ " [False, False, False]], dtype=bool)" ] }, - "execution_count": 39, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 39 + "source": [ + "conn.requires('conn_mat')" + ] }, { "cell_type": "code", + "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:33.710833Z", "start_time": "2025-10-06T05:18:33.110333Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:07.339876Z", + "iopub.status.busy": "2026-07-08T14:22:07.339734Z", + "iopub.status.idle": "2026-07-08T14:22:07.734966Z", + "shell.execute_reply": "2026-07-08T14:22:07.734145Z" } }, - "source": [ - "conn.requires('pre2post')" - ], "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\adadu\\miniconda3\\envs\\bdp\\Lib\\site-packages\\jax\\_src\\ops\\scatter.py:108: FutureWarning: scatter inputs have incompatible types: cannot safely cast value from dtype=int32 to dtype=uint32 with jax_numpy_dtype_promotion='standard'. In future JAX releases this will result in an error.\n", - " warnings.warn(\n" - ] - }, { "data": { "text/plain": [ "(Array([0, 0, 0], dtype=int32), Array([0, 1, 2, 3, 3, 3], dtype=int32))" ] }, - "execution_count": 40, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 40 + "source": [ + "conn.requires('pre2post')" + ] }, { "cell_type": "code", + "execution_count": 32, "metadata": { - "scrolled": true, "ExecuteTime": { "end_time": "2025-10-06T05:18:33.822929Z", "start_time": "2025-10-06T05:18:33.717235Z" - } + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:07.736589Z", + "iopub.status.busy": "2026-07-08T14:22:07.736441Z", + "iopub.status.idle": "2026-07-08T14:22:07.772419Z", + "shell.execute_reply": "2026-07-08T14:22:07.771682Z" + }, + "scrolled": true }, - "source": [ - "conn.requires('pre2syn')" - ], "outputs": [ { "data": { @@ -1732,12 +1903,14 @@ "(Array([0, 1, 2], dtype=int32), Array([0, 1, 2, 3, 3, 3], dtype=int32))" ] }, - "execution_count": 41, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 41 + "source": [ + "conn.requires('pre2syn')" + ] }, { "cell_type": "markdown", @@ -1755,31 +1928,41 @@ }, { "cell_type": "code", + "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:33.918861Z", "start_time": "2025-10-06T05:18:33.913208Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:07.774124Z", + "iopub.status.busy": "2026-07-08T14:22:07.773974Z", + "iopub.status.idle": "2026-07-08T14:22:07.813517Z", + "shell.execute_reply": "2026-07-08T14:22:07.812479Z" } }, + "outputs": [], "source": [ "bp.math.random.seed(123)\n", "conn = bp.connect.MatConn(conn_mat=np.random.randint(2, size=(5, 3), dtype=bp.math.bool_))\n", "conn = conn(pre_size=5, post_size=3)" - ], - "outputs": [], - "execution_count": 42 + ] }, { "cell_type": "code", + "execution_count": 34, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:33.993732Z", "start_time": "2025-10-06T05:18:33.987867Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:07.815069Z", + "iopub.status.busy": "2026-07-08T14:22:07.814926Z", + "iopub.status.idle": "2026-07-08T14:22:07.818706Z", + "shell.execute_reply": "2026-07-08T14:22:07.817834Z" } }, - "source": [ - "conn.requires('conn_mat')" - ], "outputs": [ { "data": { @@ -1791,24 +1974,30 @@ " [False, False, True]], dtype=bool)" ] }, - "execution_count": 43, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 43 + "source": [ + "conn.requires('conn_mat')" + ] }, { "cell_type": "code", + "execution_count": 35, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:35.481693Z", "start_time": "2025-10-06T05:18:34.035546Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:07.820139Z", + "iopub.status.busy": "2026-07-08T14:22:07.820013Z", + "iopub.status.idle": "2026-07-08T14:22:08.658773Z", + "shell.execute_reply": "2026-07-08T14:22:08.657848Z" } }, - "source": [ - "conn.requires('pre2post')" - ], "outputs": [ { "data": { @@ -1817,24 +2006,30 @@ " Array([ 0, 2, 5, 8, 10, 11], dtype=int32))" ] }, - "execution_count": 44, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 44 + "source": [ + "conn.requires('pre2post')" + ] }, { "cell_type": "code", + "execution_count": 36, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:35.636341Z", "start_time": "2025-10-06T05:18:35.519242Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:08.660512Z", + "iopub.status.busy": "2026-07-08T14:22:08.660363Z", + "iopub.status.idle": "2026-07-08T14:22:08.695471Z", + "shell.execute_reply": "2026-07-08T14:22:08.694561Z" } }, - "source": [ - "conn.require('pre2syn')" - ], "outputs": [ { "data": { @@ -1843,12 +2038,14 @@ " Array([ 0, 2, 5, 8, 10, 11], dtype=int32))" ] }, - "execution_count": 45, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 45 + "source": [ + "conn.require('pre2syn')" + ] }, { "cell_type": "markdown", @@ -1866,12 +2063,20 @@ }, { "cell_type": "code", + "execution_count": 37, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:35.686664Z", "start_time": "2025-10-06T05:18:35.658537Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:08.697014Z", + "iopub.status.busy": "2026-07-08T14:22:08.696864Z", + "iopub.status.idle": "2026-07-08T14:22:08.728790Z", + "shell.execute_reply": "2026-07-08T14:22:08.727876Z" } }, + "outputs": [], "source": [ "from scipy.sparse import csr_matrix\n", "\n", @@ -1879,21 +2084,23 @@ "sparse_mat = csr_matrix(conn_mat)\n", "conn = bp.conn.SparseMatConn(sparse_mat)\n", "conn = conn(pre_size=sparse_mat.shape[0], post_size=sparse_mat.shape[1])" - ], - "outputs": [], - "execution_count": 46 + ] }, { "cell_type": "code", + "execution_count": 38, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:36.090568Z", "start_time": "2025-10-06T05:18:35.692312Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:08.730335Z", + "iopub.status.busy": "2026-07-08T14:22:08.730177Z", + "iopub.status.idle": "2026-07-08T14:22:09.066634Z", + "shell.execute_reply": "2026-07-08T14:22:09.065712Z" } }, - "source": [ - "conn.requires('conn_mat')" - ], "outputs": [ { "data": { @@ -1905,24 +2112,30 @@ " [ True, True, False]], dtype=bool)" ] }, - "execution_count": 47, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 47 + "source": [ + "conn.requires('conn_mat')" + ] }, { "cell_type": "code", + "execution_count": 39, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:36.110355Z", "start_time": "2025-10-06T05:18:36.105291Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:09.068322Z", + "iopub.status.busy": "2026-07-08T14:22:09.068165Z", + "iopub.status.idle": "2026-07-08T14:22:09.072098Z", + "shell.execute_reply": "2026-07-08T14:22:09.071362Z" } }, - "source": [ - "conn.requires('pre2post')" - ], "outputs": [ { "data": { @@ -1931,24 +2144,30 @@ " Array([ 0, 2, 4, 6, 8, 10], dtype=int32))" ] }, - "execution_count": 48, + "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 48 + "source": [ + "conn.requires('pre2post')" + ] }, { "cell_type": "code", + "execution_count": 40, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:37.162556Z", "start_time": "2025-10-06T05:18:36.151414Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:09.073705Z", + "iopub.status.busy": "2026-07-08T14:22:09.073569Z", + "iopub.status.idle": "2026-07-08T14:22:09.807759Z", + "shell.execute_reply": "2026-07-08T14:22:09.806885Z" } }, - "source": [ - "conn.requires('post2syn')" - ], "outputs": [ { "data": { @@ -1957,12 +2176,14 @@ " Array([ 0, 4, 6, 10], dtype=int32))" ] }, - "execution_count": 49, + "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 49 + "source": [ + "conn.requires('post2syn')" + ] }, { "cell_type": "markdown", @@ -1977,18 +2198,24 @@ }, { "cell_type": "code", + "execution_count": 41, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:37.203072Z", "start_time": "2025-10-06T05:18:37.199835Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:09.809271Z", + "iopub.status.busy": "2026-07-08T14:22:09.809125Z", + "iopub.status.idle": "2026-07-08T14:22:09.811746Z", + "shell.execute_reply": "2026-07-08T14:22:09.810927Z" } }, + "outputs": [], "source": [ "import networkx as nx\n", "G = nx.Graph()" - ], - "outputs": [], - "execution_count": 50 + ] }, { "cell_type": "markdown", @@ -2006,50 +2233,53 @@ }, { "cell_type": "code", + "execution_count": 42, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:37.277485Z", "start_time": "2025-10-06T05:18:37.231596Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:09.813320Z", + "iopub.status.busy": "2026-07-08T14:22:09.813186Z", + "iopub.status.idle": "2026-07-08T14:22:09.850815Z", + "shell.execute_reply": "2026-07-08T14:22:09.850161Z" } }, - "source": [ - "G = nx.fast_gnp_random_graph(5, 0.5) # initialize a random graph G\n", - "B = nx.adjacency_matrix(G)\n", - "A = np.array(nx.adjacency_matrix(G).todense()) # get dense adjacency matrix of G\n", - "\n", - "print('dense adjacency matrix:')\n", - "print(A)\n", - "nx.draw(G, with_labels=True)\n", - "plt.show()" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dense adjacency matrix:\n", - "[[0 1 1 0 1]\n", - " [1 0 0 1 0]\n", - " [1 0 0 0 1]\n", + "[[0 0 0 1 1]\n", + " [0 0 1 0 0]\n", " [0 1 0 0 1]\n", + " [1 0 0 0 1]\n", " [1 0 1 1 0]]\n" ] }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 51 + "source": [ + "G = nx.fast_gnp_random_graph(5, 0.5) # initialize a random graph G\n", + "B = nx.adjacency_matrix(G)\n", + "A = np.array(nx.adjacency_matrix(G).todense()) # get dense adjacency matrix of G\n", + "\n", + "print('dense adjacency matrix:')\n", + "print(A)\n", + "nx.draw(G, with_labels=True)\n", + "plt.show()" + ] }, { "cell_type": "markdown", @@ -2062,32 +2292,38 @@ }, { "cell_type": "code", + "execution_count": 43, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:37.326955Z", "start_time": "2025-10-06T05:18:37.292106Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:09.852540Z", + "iopub.status.busy": "2026-07-08T14:22:09.852395Z", + "iopub.status.idle": "2026-07-08T14:22:09.883587Z", + "shell.execute_reply": "2026-07-08T14:22:09.882747Z" } }, - "source": [ - "conn = bp.connect.MatConn(A)(pre_size=A.shape[0], post_size=A.shape[1])\n", - "res = conn.require('conn_mat')\n", - "\n", - "print(res)" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[[False True True False True]\n", - " [ True False False True False]\n", - " [ True False False False True]\n", + "[[False False False True True]\n", + " [False False True False False]\n", " [False True False False True]\n", + " [ True False False False True]\n", " [ True False True True False]]\n" ] } ], - "execution_count": 52 + "source": [ + "conn = bp.connect.MatConn(A)(pre_size=A.shape[0], post_size=A.shape[1])\n", + "res = conn.require('conn_mat')\n", + "\n", + "print(res)" + ] }, { "cell_type": "markdown", @@ -2111,12 +2347,20 @@ }, { "cell_type": "code", + "execution_count": 44, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:37.398180Z", "start_time": "2025-10-06T05:18:37.391513Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:09.885130Z", + "iopub.status.busy": "2026-07-08T14:22:09.884985Z", + "iopub.status.idle": "2026-07-08T14:22:09.888962Z", + "shell.execute_reply": "2026-07-08T14:22:09.888333Z" } }, + "outputs": [], "source": [ "class FixedProb(bp.connect.TwoEndConnector):\n", " \"\"\"Connect the post-synaptic neurons with fixed probability.\n", @@ -2160,9 +2404,7 @@ " indptr = np.concatenate(([0], count)).cumsum()\n", "\n", " return ind, indptr" - ], - "outputs": [], - "execution_count": 53 + ] }, { "cell_type": "markdown", @@ -2173,33 +2415,39 @@ }, { "cell_type": "code", + "execution_count": 45, "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:18:37.469108Z", "start_time": "2025-10-06T05:18:37.463614Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:09.890510Z", + "iopub.status.busy": "2026-07-08T14:22:09.890382Z", + "iopub.status.idle": "2026-07-08T14:22:09.894623Z", + "shell.execute_reply": "2026-07-08T14:22:09.893842Z" } }, - "source": [ - "conn = FixedProb(prob=0.5, include_self=True)(pre_size=5, post_size=5)\n", - "conn.require('conn_mat')" - ], "outputs": [ { "data": { "text/plain": [ - "Array([[ True, False, False, False, False],\n", - " [False, False, False, False, True],\n", - " [ True, True, False, True, True],\n", - " [ True, True, False, True, True],\n", - " [ True, False, False, False, True]], dtype=bool)" + "Array([[ True, False, True, False, True],\n", + " [ True, False, True, True, False],\n", + " [False, False, True, True, False],\n", + " [ True, True, False, True, False],\n", + " [ True, True, False, True, True]], dtype=bool)" ] }, - "execution_count": 54, + "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 54 + "source": [ + "conn = FixedProb(prob=0.5, include_self=True)(pre_size=5, post_size=5)\n", + "conn.require('conn_mat')" + ] } ], "metadata": { @@ -2218,7 +2466,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.11" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/tutorial_toolbox/synaptic_weights.ipynb b/docs/tutorial_toolbox/synaptic_weights.ipynb index 18f33f048..d8a0a4ef0 100644 --- a/docs/tutorial_toolbox/synaptic_weights.ipynb +++ b/docs/tutorial_toolbox/synaptic_weights.ipynb @@ -29,13 +29,29 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "b2699aa1", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:52.532641Z", "start_time": "2025-10-06T05:17:47.505343Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:18.093437Z", + "iopub.status.busy": "2026-07-08T14:22:18.093306Z", + "iopub.status.idle": "2026-07-08T14:22:21.583601Z", + "shell.execute_reply": "2026-07-08T14:22:21.582870Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + } + ], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", @@ -43,28 +59,30 @@ "import matplotlib.pyplot as plt\n", "\n", "bp.math.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "code", + "execution_count": 2, + "id": "23c6c2fe06bbd897", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:17:52.544215Z", "start_time": "2025-10-06T05:17:52.538651Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:21.585369Z", + "iopub.status.busy": "2026-07-08T14:22:21.585141Z", + "iopub.status.idle": "2026-07-08T14:22:21.589517Z", + "shell.execute_reply": "2026-07-08T14:22:21.588793Z" } }, - "source": [ - "bp.__version__" - ], - "id": "23c6c2fe06bbd897", "outputs": [ { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 2, @@ -72,7 +90,9 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -96,18 +116,24 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "f9ecb76d", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:52.550909Z", "start_time": "2025-10-06T05:17:52.548221Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:21.590918Z", + "iopub.status.busy": "2026-07-08T14:22:21.590794Z", + "iopub.status.idle": "2026-07-08T14:22:21.593207Z", + "shell.execute_reply": "2026-07-08T14:22:21.592446Z" } }, + "outputs": [], "source": [ "weight = 1." - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -139,21 +165,20 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "6e977e0c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:52.785611Z", "start_time": "2025-10-06T05:17:52.554918Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:21.595313Z", + "iopub.status.busy": "2026-07-08T14:22:21.595118Z", + "iopub.status.idle": "2026-07-08T14:22:21.942307Z", + "shell.execute_reply": "2026-07-08T14:22:21.941542Z" } }, - "source": [ - "pre_size = (4, 4)\n", - "post_size = (3, 3)\n", - "\n", - "uniform_init = bp.init.Uniform(min_val=0., max_val=1.)\n", - "weights = uniform_init((np.prod(pre_size), np.prod(post_size)))\n", - "print('shape of weights: {}'.format(weights.shape))" - ], "outputs": [ { "name": "stdout", @@ -163,7 +188,14 @@ ] } ], - "execution_count": 4 + "source": [ + "pre_size = (4, 4)\n", + "post_size = (3, 3)\n", + "\n", + "uniform_init = bp.init.Uniform(min_val=0., max_val=1.)\n", + "weights = uniform_init((np.prod(pre_size), np.prod(post_size)))\n", + "print('shape of weights: {}'.format(weights.shape))" + ] }, { "cell_type": "markdown", @@ -175,20 +207,26 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "058a578a", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:52.792526Z", "start_time": "2025-10-06T05:17:52.788790Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:21.944053Z", + "iopub.status.busy": "2026-07-08T14:22:21.943906Z", + "iopub.status.idle": "2026-07-08T14:22:21.947397Z", + "shell.execute_reply": "2026-07-08T14:22:21.946627Z" } }, + "outputs": [], "source": [ "conn = bp.conn.All2All()\n", "conn(pre_size, post_size)\n", "conn_mat = conn.requires('conn_mat') # request the connection matrix" - ], - "outputs": [], - "execution_count": 5 + ] }, { "cell_type": "markdown", @@ -200,29 +238,35 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "ec98601a", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:52.840377Z", "start_time": "2025-10-06T05:17:52.792526Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:21.949151Z", + "iopub.status.busy": "2026-07-08T14:22:21.949025Z", + "iopub.status.idle": "2026-07-08T14:22:22.004942Z", + "shell.execute_reply": "2026-07-08T14:22:22.004384Z" } }, - "source": [ - "i, j = (2, 3)\n", - "print('whether (i, j) is connected: {}'.format(conn_mat[i, j]))\n", - "print('synaptic weights of (i, j): {}'.format(weights[i, j]))" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "whether (i, j) is connected: True\n", - "synaptic weights of (i, j): 0.4597054719924927\n" + "synaptic weights of (i, j): 0.021540045738220215\n" ] } ], - "execution_count": 6 + "source": [ + "i, j = (2, 3)\n", + "print('whether (i, j) is connected: {}'.format(conn_mat[i, j]))\n", + "print('synaptic weights of (i, j): {}'.format(weights[i, j]))" + ] }, { "cell_type": "markdown", @@ -240,24 +284,20 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "ea8a9701", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:52.861471Z", "start_time": "2025-10-06T05:17:52.843665Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:22.007228Z", + "iopub.status.busy": "2026-07-08T14:22:22.007052Z", + "iopub.status.idle": "2026-07-08T14:22:22.030072Z", + "shell.execute_reply": "2026-07-08T14:22:22.029351Z" } }, - "source": [ - "size = 5\n", - "\n", - "conn = bp.conn.One2One()\n", - "conn(size, size)\n", - "pre_ids, post_ids = conn.requires('pre_ids', 'post_ids')\n", - "\n", - "print('presynaptic neuron ids: {}'.format(pre_ids))\n", - "print('postsynaptic neuron ids: {}'.format(post_ids))\n", - "print('synapse ids: {}'.format(bm.arange(size)))" - ], "outputs": [ { "name": "stdout", @@ -269,7 +309,17 @@ ] } ], - "execution_count": 7 + "source": [ + "size = 5\n", + "\n", + "conn = bp.conn.One2One()\n", + "conn(size, size)\n", + "pre_ids, post_ids = conn.requires('pre_ids', 'post_ids')\n", + "\n", + "print('presynaptic neuron ids: {}'.format(pre_ids))\n", + "print('postsynaptic neuron ids: {}'.format(post_ids))\n", + "print('synapse ids: {}'.format(bm.arange(size)))" + ] }, { "cell_type": "markdown", @@ -281,33 +331,39 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "ca329166", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:52.973289Z", "start_time": "2025-10-06T05:17:52.865418Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:22.031799Z", + "iopub.status.busy": "2026-07-08T14:22:22.031656Z", + "iopub.status.idle": "2026-07-08T14:22:22.122367Z", + "shell.execute_reply": "2026-07-08T14:22:22.121661Z" } }, - "source": [ - "weights = bm.random.uniform(0, 2, size)\n", - "\n", - "for i in range(size):\n", - " print('weight of synapse {}: {}'.format(i, weights[i]))" - ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "weight of synapse 0: 1.6773431301116943\n", - "weight of synapse 1: 0.2750551700592041\n", - "weight of synapse 2: 1.3642621040344238\n", - "weight of synapse 3: 1.692277193069458\n", - "weight of synapse 4: 1.1629705429077148\n" + "weight of synapse 0: 0.4837982654571533\n", + "weight of synapse 1: 1.2074227333068848\n", + "weight of synapse 2: 1.70601224899292\n", + "weight of synapse 3: 0.15359759330749512\n", + "weight of synapse 4: 1.2598955631256104\n" ] } ], - "execution_count": 8 + "source": [ + "weights = bm.random.uniform(0, 2, size)\n", + "\n", + "for i in range(size):\n", + " print('weight of synapse {}: {}'.format(i, weights[i]))" + ] }, { "cell_type": "markdown", @@ -320,23 +376,20 @@ }, { "cell_type": "code", + "execution_count": 9, "id": "7cbaa654", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:53.328959Z", "start_time": "2025-10-06T05:17:52.977889Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:22.124175Z", + "iopub.status.busy": "2026-07-08T14:22:22.124033Z", + "iopub.status.idle": "2026-07-08T14:22:22.471924Z", + "shell.execute_reply": "2026-07-08T14:22:22.470992Z" } }, - "source": [ - "weight_mat = np.array([[1., 1.5, 0., 0.5], [0., 2.5, 0., 0.], [2., 0., 3, 0.]])\n", - "print('weight matrix: \\n{}'.format(weight_mat))\n", - "\n", - "conn = bp.conn.MatConn(weight_mat)\n", - "pre_ids, post_ids = conn.requires('pre_ids', 'post_ids')\n", - "\n", - "weight_vec = weight_mat[pre_ids, post_ids]\n", - "print('weight_vector: \\n{}'.format(weight_vec))" - ], "outputs": [ { "name": "stdout", @@ -345,13 +398,28 @@ "weight matrix: \n", "[[1. 1.5 0. 0.5]\n", " [0. 2.5 0. 0. ]\n", - " [2. 0. 3. 0. ]]\n", + " [2. 0. 3. 0. ]]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ "weight_vector: \n", "[1. 1.5 0.5 2.5 2. 3. ]\n" ] } ], - "execution_count": 9 + "source": [ + "weight_mat = np.array([[1., 1.5, 0., 0.5], [0., 2.5, 0., 0.], [2., 0., 3, 0.]])\n", + "print('weight matrix: \\n{}'.format(weight_mat))\n", + "\n", + "conn = bp.conn.MatConn(weight_mat)\n", + "pre_ids, post_ids = conn.requires('pre_ids', 'post_ids')\n", + "\n", + "weight_vec = weight_mat[pre_ids, post_ids]\n", + "print('weight_vector: \\n{}'.format(weight_vec))" + ] }, { "cell_type": "markdown", @@ -375,17 +443,20 @@ }, { "cell_type": "code", + "execution_count": 10, "id": "24ef9880", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:53.357366Z", "start_time": "2025-10-06T05:17:53.332533Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:22.473719Z", + "iopub.status.busy": "2026-07-08T14:22:22.473575Z", + "iopub.status.idle": "2026-07-08T14:22:22.503484Z", + "shell.execute_reply": "2026-07-08T14:22:22.502495Z" } }, - "source": [ - "weights = bm.Variable(bm.ones(10))\n", - "weights" - ], "outputs": [ { "data": { @@ -402,7 +473,10 @@ "output_type": "execute_result" } ], - "execution_count": 10 + "source": [ + "weights = bm.Variable(bm.ones(10))\n", + "weights" + ] }, { "cell_type": "markdown", @@ -480,48 +554,54 @@ }, { "cell_type": "code", + "execution_count": 11, "id": "9ffc2667", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:53.365628Z", "start_time": "2025-10-06T05:17:53.360751Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:22.505094Z", + "iopub.status.busy": "2026-07-08T14:22:22.504954Z", + "iopub.status.idle": "2026-07-08T14:22:22.508011Z", + "shell.execute_reply": "2026-07-08T14:22:22.507255Z" } }, - "source": [ - "# visualization\n", - "def mat_visualize(matrix, cmap=plt.cm.get_cmap('coolwarm')):\n", - " im = plt.matshow(matrix, cmap=cmap)\n", - " plt.colorbar(mappable=im, shrink=0.8, aspect=15)\n", - " plt.show()" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\adadu\\AppData\\Local\\Temp\\ipykernel_55772\\1240014358.py:2: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", + "/tmp/ipykernel_19088/479387634.py:2: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", " def mat_visualize(matrix, cmap=plt.cm.get_cmap('coolwarm')):\n" ] } ], - "execution_count": 11 + "source": [ + "# visualization\n", + "def mat_visualize(matrix, cmap=plt.cm.get_cmap('coolwarm')):\n", + " im = plt.matshow(matrix, cmap=cmap)\n", + " plt.colorbar(mappable=im, shrink=0.8, aspect=15)\n", + " plt.show()" + ] }, { "cell_type": "code", + "execution_count": 12, "id": "74de43f3", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:53.412237Z", "start_time": "2025-10-06T05:17:53.367181Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:22.509357Z", + "iopub.status.busy": "2026-07-08T14:22:22.509227Z", + "iopub.status.idle": "2026-07-08T14:22:22.539280Z", + "shell.execute_reply": "2026-07-08T14:22:22.538362Z" } }, - "source": [ - "# 'OneInit' initializes all the weights with the same value\n", - "shape = (5, 6)\n", - "one_init = bp.init.OneInit(value=2.5)\n", - "weights = one_init(shape)\n", - "print(weights)" - ], "outputs": [ { "name": "stdout", @@ -535,7 +615,13 @@ ] } ], - "execution_count": 12 + "source": [ + "# 'OneInit' initializes all the weights with the same value\n", + "shape = (5, 6)\n", + "one_init = bp.init.OneInit(value=2.5)\n", + "weights = one_init(shape)\n", + "print(weights)" + ] }, { "cell_type": "markdown", @@ -565,35 +651,38 @@ }, { "cell_type": "code", + "execution_count": 13, "id": "740a351d", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:53.855160Z", "start_time": "2025-10-06T05:17:53.416170Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:22.540828Z", + "iopub.status.busy": "2026-07-08T14:22:22.540690Z", + "iopub.status.idle": "2026-07-08T14:22:22.790080Z", + "shell.execute_reply": "2026-07-08T14:22:22.789341Z" } }, - "source": [ - "shape = (10, 20)\n", - "normal_init = bp.init.Normal(scale=1.0)\n", - "weights = normal_init(shape)\n", - "mat_visualize(weights)" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 13 + "source": [ + "shape = (10, 20)\n", + "normal_init = bp.init.Normal(scale=1.0)\n", + "weights = normal_init(shape)\n", + "mat_visualize(weights)" + ] }, { "cell_type": "markdown", @@ -607,34 +696,37 @@ }, { "cell_type": "code", + "execution_count": 14, "id": "b8f46814", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:54.020132Z", "start_time": "2025-10-06T05:17:53.860171Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:22.791691Z", + "iopub.status.busy": "2026-07-08T14:22:22.791552Z", + "iopub.status.idle": "2026-07-08T14:22:22.955985Z", + "shell.execute_reply": "2026-07-08T14:22:22.955216Z" } }, - "source": [ - "uniform_init = bp.init.Uniform(min_val=0., max_val=1.)\n", - "weights = uniform_init(shape)\n", - "mat_visualize(weights)" - ], "outputs": [ { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 14 + "source": [ + "uniform_init = bp.init.Uniform(min_val=0., max_val=1.)\n", + "weights = uniform_init(shape)\n", + "mat_visualize(weights)" + ] }, { "cell_type": "markdown", @@ -673,19 +765,20 @@ }, { "cell_type": "code", + "execution_count": 15, "id": "9e934691", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:54.144474Z", "start_time": "2025-10-06T05:17:54.026506Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:22.957661Z", + "iopub.status.busy": "2026-07-08T14:22:22.957504Z", + "iopub.status.idle": "2026-07-08T14:22:23.067031Z", + "shell.execute_reply": "2026-07-08T14:22:23.066243Z" } }, - "source": [ - "size = (5, 5)\n", - "gaussian_init = bp.init.GaussianDecay(sigma=2., max_w=10., include_self=True)\n", - "weights = gaussian_init(size)\n", - "print('shape of weights: {}'.format(weights.shape))" - ], "outputs": [ { "name": "stdout", @@ -695,7 +788,12 @@ ] } ], - "execution_count": 15 + "source": [ + "size = (5, 5)\n", + "gaussian_init = bp.init.GaussianDecay(sigma=2., max_w=10., include_self=True)\n", + "weights = gaussian_init(size)\n", + "print('shape of weights: {}'.format(weights.shape))" + ] }, { "cell_type": "markdown", @@ -707,40 +805,43 @@ }, { "cell_type": "code", + "execution_count": 16, "id": "bab70873", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:54.235619Z", "start_time": "2025-10-06T05:17:54.147770Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:23.068815Z", + "iopub.status.busy": "2026-07-08T14:22:23.068674Z", + "iopub.status.idle": "2026-07-08T14:22:23.161006Z", + "shell.execute_reply": "2026-07-08T14:22:23.160312Z" } }, - "source": [ - "mat_visualize(weights[0].reshape(size), cmap=plt.cm.get_cmap('Reds'))" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\adadu\\AppData\\Local\\Temp\\ipykernel_55772\\830981930.py:1: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", + "/tmp/ipykernel_19088/3241283144.py:1: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", " mat_visualize(weights[0].reshape(size), cmap=plt.cm.get_cmap('Reds'))\n" ] }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 16 + "source": [ + "mat_visualize(weights[0].reshape(size), cmap=plt.cm.get_cmap('Reds'))" + ] }, { "cell_type": "markdown", @@ -764,19 +865,20 @@ }, { "cell_type": "code", + "execution_count": 17, "id": "470b71ac", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:54.342253Z", "start_time": "2025-10-06T05:17:54.241704Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:23.162785Z", + "iopub.status.busy": "2026-07-08T14:22:23.162649Z", + "iopub.status.idle": "2026-07-08T14:22:23.249078Z", + "shell.execute_reply": "2026-07-08T14:22:23.248324Z" } }, - "source": [ - "size = (10, 12)\n", - "dog_init = bp.init.DOGDecay(sigmas=(1., 3.), max_ws=(10., 5.), min_w=0.1, include_self=True)\n", - "weights = dog_init(size)\n", - "print('shape of weights: {}'.format(weights.shape))" - ], "outputs": [ { "name": "stdout", @@ -786,7 +888,12 @@ ] } ], - "execution_count": 17 + "source": [ + "size = (10, 12)\n", + "dog_init = bp.init.DOGDecay(sigmas=(1., 3.), max_ws=(10., 5.), min_w=0.1, include_self=True)\n", + "weights = dog_init(size)\n", + "print('shape of weights: {}'.format(weights.shape))" + ] }, { "cell_type": "markdown", @@ -799,40 +906,43 @@ }, { "cell_type": "code", + "execution_count": 18, "id": "06b14d81", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:54.443005Z", "start_time": "2025-10-06T05:17:54.345690Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:23.250556Z", + "iopub.status.busy": "2026-07-08T14:22:23.250415Z", + "iopub.status.idle": "2026-07-08T14:22:23.354641Z", + "shell.execute_reply": "2026-07-08T14:22:23.353862Z" } }, - "source": [ - "mat_visualize(weights[3*12+4].reshape(size), cmap=plt.cm.get_cmap('Reds'))" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\adadu\\AppData\\Local\\Temp\\ipykernel_55772\\2141995340.py:1: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", + "/tmp/ipykernel_19088/1254664698.py:1: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", " mat_visualize(weights[3*12+4].reshape(size), cmap=plt.cm.get_cmap('Reds'))\n" ] }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 18 + "source": [ + "mat_visualize(weights[3*12+4].reshape(size), cmap=plt.cm.get_cmap('Reds'))" + ] }, { "cell_type": "markdown", @@ -860,13 +970,21 @@ }, { "cell_type": "code", + "execution_count": 19, "id": "e85bb54b", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:54.450824Z", "start_time": "2025-10-06T05:17:54.446150Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:23.356251Z", + "iopub.status.busy": "2026-07-08T14:22:23.356111Z", + "iopub.status.idle": "2026-07-08T14:22:23.360112Z", + "shell.execute_reply": "2026-07-08T14:22:23.358933Z" } }, + "outputs": [], "source": [ "class LinearDecay(bp.init.Initializer):\n", " def __init__(self, max_w, sigma=1.):\n", @@ -889,49 +1007,50 @@ " current_w -= self.sigma\n", " \n", " return mat" - ], - "outputs": [], - "execution_count": 19 + ] }, { "cell_type": "code", + "execution_count": 20, "id": "406361a3", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:17:55.626238Z", "start_time": "2025-10-06T05:17:54.453831Z" + }, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:23.361878Z", + "iopub.status.busy": "2026-07-08T14:22:23.361745Z", + "iopub.status.idle": "2026-07-08T14:22:24.029918Z", + "shell.execute_reply": "2026-07-08T14:22:24.029171Z" } }, - "source": [ - "shape = (10, 15)\n", - "lin_init = LinearDecay(max_w=5, sigma=1.)\n", - "weights = lin_init(shape)\n", - "mat_visualize(weights, cmap=plt.cm.get_cmap('Reds'))" - ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\adadu\\AppData\\Local\\Temp\\ipykernel_55772\\1681659888.py:4: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", + "/tmp/ipykernel_19088/3462787345.py:4: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", " mat_visualize(weights, cmap=plt.cm.get_cmap('Reds'))\n" ] }, { "data": { + "image/png": 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", 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 20 + "source": [ + "shape = (10, 15)\n", + "lin_init = LinearDecay(max_w=5, sigma=1.)\n", + "weights = lin_init(shape)\n", + "mat_visualize(weights, cmap=plt.cm.get_cmap('Reds'))" + ] }, { "cell_type": "markdown", @@ -945,6 +1064,7 @@ }, { "cell_type": "code", + "execution_count": null, "id": "a863067e", "metadata": { "ExecuteTime": { @@ -952,9 +1072,8 @@ "start_time": "2025-10-06T05:17:57.909685Z" } }, - "source": [], "outputs": [], - "execution_count": null + "source": [] } ], "metadata": { @@ -973,7 +1092,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/tutorial_training/bp_training.ipynb b/docs/tutorial_training/bp_training.ipynb index 9e3dea16a..baf69304f 100644 --- a/docs/tutorial_training/bp_training.ipynb +++ b/docs/tutorial_training/bp_training.ipynb @@ -23,29 +23,32 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:18:57.739170Z", "start_time": "2025-10-06T05:18:52.657032Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:30.504253Z", + "iopub.status.busy": "2026-07-08T14:22:30.504097Z", + "iopub.status.idle": "2026-07-08T14:22:34.222028Z", + "shell.execute_reply": "2026-07-08T14:22:34.221248Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "import brainpy_datasets as bd\n", - "import numpy as np\n", - "\n", - "bm.set_mode(bm.training_mode) # set training mode, the models will compute with the training mode\n", - "bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, "execution_count": 1, @@ -53,7 +56,17 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "import brainpy_datasets as bd\n", + "import numpy as np\n", + "\n", + "bm.set_mode(bm.training_mode) # set training mode, the models will compute with the training mode\n", + "bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -91,13 +104,21 @@ }, { "cell_type": "code", + "execution_count": 2, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:18:57.903521Z", "start_time": "2025-10-06T05:18:57.898691Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:34.223880Z", + "iopub.status.busy": "2026-07-08T14:22:34.223640Z", + "iopub.status.idle": "2026-07-08T14:22:34.226725Z", + "shell.execute_reply": "2026-07-08T14:22:34.225942Z" } }, + "outputs": [], "source": [ "class ANNModel(bp.DynamicalSystem):\n", " def __init__(self, num_in, num_rec, num_out):\n", @@ -107,9 +128,7 @@ "\n", " def update(self, x):\n", " return x >> self.rec >> self.out" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -122,13 +141,21 @@ }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:18:58.039946Z", "start_time": "2025-10-06T05:18:57.924620Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:34.228265Z", + "iopub.status.busy": "2026-07-08T14:22:34.228138Z", + "iopub.status.idle": "2026-07-08T14:22:34.493404Z", + "shell.execute_reply": "2026-07-08T14:22:34.492388Z" } }, + "outputs": [], "source": [ "root = r\"D:\\data\"\n", "train_dataset = bd.vision.FashionMNIST(root, split='train', download=True)\n", @@ -148,9 +175,7 @@ " yield X[i: i + batch_size], Y[i: i + batch_size]\n", "\n", " return data_generator" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -163,13 +188,21 @@ }, { "cell_type": "code", + "execution_count": 4, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:19:00.821153Z", "start_time": "2025-10-06T05:18:58.042956Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:34.495011Z", + "iopub.status.busy": "2026-07-08T14:22:34.494864Z", + "iopub.status.idle": "2026-07-08T14:22:35.371109Z", + "shell.execute_reply": "2026-07-08T14:22:35.370301Z" } }, + "outputs": [], "source": [ "# model\n", "model = ANNModel(28, 100, 10)\n", @@ -189,28 +222,173 @@ " loss_fun=loss_fun,\n", " loss_has_aux=True,\n", " optimizer=optimizer)" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "code", + "execution_count": 5, "metadata": { + "ExecuteTime": { + "start_time": "2025-10-06T05:19:03.847081Z" + }, "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:22:35.373227Z", + "iopub.status.busy": "2026-07-08T14:22:35.373079Z", + "iopub.status.idle": "2026-07-08T14:23:43.712371Z", + "shell.execute_reply": "2026-07-08T14:23:43.711417Z" + }, "jupyter": { "is_executing": true - }, - "ExecuteTime": { - "start_time": "2025-10-06T05:19:03.847081Z" } }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 0 epoch, use 7.4737 s, loss 0.8337359428405762, acc 0.7043938636779785\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test 0 epoch, use 0.9029 s, loss 0.5831130743026733, acc 0.7846449613571167\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 1 epoch, use 6.5869 s, loss 0.4890829622745514, acc 0.8227171301841736\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test 1 epoch, use 0.1984 s, loss 0.48848050832748413, acc 0.8218347430229187\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 2 epoch, use 6.3188 s, loss 0.43775835633277893, acc 0.8394225835800171\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test 2 epoch, use 0.2108 s, loss 0.446430504322052, acc 0.8392578363418579\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 3 epoch, use 6.5846 s, loss 0.40623584389686584, acc 0.8518062233924866\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test 3 epoch, use 0.1735 s, loss 0.42752814292907715, acc 0.8430434465408325\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 4 epoch, use 6.1548 s, loss 0.38380467891693115, acc 0.859663188457489\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test 4 epoch, use 0.1799 s, loss 0.41301393508911133, acc 0.8473058938980103\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 5 epoch, use 6.2127 s, loss 0.3673246204853058, acc 0.8644005060195923\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test 5 epoch, use 0.1753 s, loss 0.4019545614719391, acc 0.8539349436759949\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 6 epoch, use 6.1559 s, loss 0.35352981090545654, acc 0.8705119490623474\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test 6 epoch, use 0.1773 s, loss 0.3903660774230957, acc 0.8591107130050659\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 7 epoch, use 6.1009 s, loss 0.3418504297733307, acc 0.8740192651748657\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test 7 epoch, use 0.1764 s, loss 0.38475316762924194, acc 0.860759437084198\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 8 epoch, use 5.8664 s, loss 0.3316945731639862, acc 0.8779477477073669\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test 8 epoch, use 0.1738 s, loss 0.3759616017341614, acc 0.863493800163269\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 9 epoch, use 5.9354 s, loss 0.323290079832077, acc 0.8812721967697144\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test 9 epoch, use 0.1778 s, loss 0.37205997109413147, acc 0.8655216097831726\n" + ] + } + ], "source": [ "trainer.fit(train_data=get_data(train_dataset, 256),\n", " test_data=get_data(test_dataset, 512),\n", " num_epoch=10)" - ], - "outputs": [], - "execution_count": null + ] }, { "cell_type": "code", @@ -220,12 +398,18 @@ "end_time": "2024-01-13T08:26:35.728528700Z", "start_time": "2024-01-13T08:26:35.098672100Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:23:43.714417Z", + "iopub.status.busy": "2026-07-08T14:23:43.714264Z", + "iopub.status.idle": "2026-07-08T14:23:43.786823Z", + "shell.execute_reply": "2026-07-08T14:23:43.785960Z" + } }, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -272,13 +456,19 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2024-01-13T08:51:17.878791500Z", "start_time": "2024-01-13T08:51:17.851882800Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:23:43.788475Z", + "iopub.status.busy": "2026-07-08T14:23:43.788310Z", + "iopub.status.idle": "2026-07-08T14:23:43.792093Z", + "shell.execute_reply": "2026-07-08T14:23:43.791378Z" + } }, "outputs": [], "source": [ @@ -325,13 +515,19 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2024-01-13T08:50:19.098345900Z", "start_time": "2024-01-13T08:50:19.091227600Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:23:43.793528Z", + "iopub.status.busy": "2026-07-08T14:23:43.793398Z", + "iopub.status.idle": "2026-07-08T14:23:43.797705Z", + "shell.execute_reply": "2026-07-08T14:23:43.796896Z" + } }, "outputs": [], "source": [ @@ -386,13 +582,19 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2024-01-13T08:51:22.363907900Z", "start_time": "2024-01-13T08:51:21.746626200Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:23:43.799066Z", + "iopub.status.busy": "2026-07-08T14:23:43.798941Z", + "iopub.status.idle": "2026-07-08T14:23:44.540357Z", + "shell.execute_reply": "2026-07-08T14:23:44.539547Z" + } }, "outputs": [], "source": [ @@ -430,24 +632,62 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2024-01-13T09:02:11.510933Z", "start_time": "2024-01-13T08:51:23.628031300Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:23:44.542132Z", + "iopub.status.busy": "2026-07-08T14:23:44.541968Z", + "iopub.status.idle": "2026-07-08T14:28:04.265541Z", + "shell.execute_reply": "2026-07-08T14:28:04.264602Z" + } }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_19349/3232911099.py:8: DeprecationWarning: __array__ implementation doesn't accept a copy keyword, so passing copy=False failed. __array__ must implement 'dtype' and 'copy' keyword arguments. To learn more, see the migration guide https://numpy.org/devdocs/numpy_2_0_migration_guide.html#adapting-to-changes-in-the-copy-keyword\n", + " labels_ = np.array(y, dtype=bm.int_)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 0 epoch, use 46.6113 s, loss 1.4327908754348755, acc 0.4906516969203949\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 1 epoch, use 53.4323 s, loss 1.1422044038772583, acc 0.5935329794883728\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 2 epoch, use 52.3331 s, loss 0.9379125237464905, acc 0.6764656901359558\n" + ] + }, { "name": "stdout", "output_type": "stream", "text": [ - "Train 0 epoch, use 81.7961 s, loss 1.7836289405822754, acc 0.26856303215026855\n", - "Train 1 epoch, use 110.9031 s, loss 1.716126561164856, acc 0.28009817004203796\n", - "Train 2 epoch, use 121.7257 s, loss 1.703003168106079, acc 0.28330329060554504\n", - "Train 3 epoch, use 152.4789 s, loss 1.6957000494003296, acc 0.2849225401878357\n", - "Train 4 epoch, use 180.2322 s, loss 1.6888805627822876, acc 0.2862913906574249\n" + "Train 3 epoch, use 54.1528 s, loss 0.9051787257194519, acc 0.6814736723899841\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train 4 epoch, use 52.7239 s, loss 0.8855733871459961, acc 0.6871995329856873\n" ] } ], @@ -465,18 +705,24 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2024-01-13T09:05:36.267895100Z", "start_time": "2024-01-13T09:05:36.138927700Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:28:04.267918Z", + "iopub.status.busy": "2026-07-08T14:28:04.267767Z", + "iopub.status.idle": "2026-07-08T14:28:04.322307Z", + "shell.execute_reply": "2026-07-08T14:28:04.321411Z" + } }, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -515,13 +761,19 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2024-01-13T09:05:39.545832Z", "start_time": "2024-01-13T09:05:39.538563Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:28:04.324119Z", + "iopub.status.busy": "2026-07-08T14:28:04.323852Z", + "iopub.status.idle": "2026-07-08T14:28:04.326674Z", + "shell.execute_reply": "2026-07-08T14:28:04.325698Z" + } }, "outputs": [], "source": [ @@ -532,13 +784,19 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2024-01-13T09:05:41.104484500Z", "start_time": "2024-01-13T09:05:39.959724100Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:28:04.328100Z", + "iopub.status.busy": "2026-07-08T14:28:04.327965Z", + "iopub.status.idle": "2026-07-08T14:28:05.183166Z", + "shell.execute_reply": "2026-07-08T14:28:05.182177Z" + } }, "outputs": [], "source": [ @@ -548,13 +806,19 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2024-01-13T09:05:41.116952500Z", "start_time": "2024-01-13T09:05:41.107734700Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:28:05.185650Z", + "iopub.status.busy": "2026-07-08T14:28:05.185475Z", + "iopub.status.idle": "2026-07-08T14:28:05.189611Z", + "shell.execute_reply": "2026-07-08T14:28:05.188590Z" + } }, "outputs": [], "source": [ @@ -570,13 +834,19 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2024-01-13T09:05:41.783758700Z", "start_time": "2024-01-13T09:05:41.775583Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:28:05.191371Z", + "iopub.status.busy": "2026-07-08T14:28:05.191100Z", + "iopub.status.idle": "2026-07-08T14:28:05.194304Z", + "shell.execute_reply": "2026-07-08T14:28:05.193429Z" + } }, "outputs": [], "source": [ @@ -590,13 +860,19 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2024-01-13T09:05:42.802779100Z", "start_time": "2024-01-13T09:05:42.679333700Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:28:05.195901Z", + "iopub.status.busy": "2026-07-08T14:28:05.195754Z", + "iopub.status.idle": "2026-07-08T14:28:05.373588Z", + "shell.execute_reply": "2026-07-08T14:28:05.372789Z" + } }, "outputs": [], "source": [ @@ -606,13 +882,19 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2024-01-13T09:05:43.129074800Z", "start_time": "2024-01-13T09:05:43.121707300Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:28:05.375498Z", + "iopub.status.busy": "2026-07-08T14:28:05.375348Z", + "iopub.status.idle": "2026-07-08T14:28:05.378245Z", + "shell.execute_reply": "2026-07-08T14:28:05.377470Z" + } }, "outputs": [], "source": [ @@ -627,42 +909,180 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2024-01-13T09:26:02.838665200Z", "start_time": "2024-01-13T09:05:43.623356100Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:28:05.380263Z", + "iopub.status.busy": "2026-07-08T14:28:05.380111Z", + "iopub.status.idle": "2026-07-08T14:29:12.485436Z", + "shell.execute_reply": "2026-07-08T14:29:12.484130Z" + } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Step 100, Used 58.4698 s, Loss 1.0859, Acc 0.6189\n", - "Step 200, Used 54.3465 s, Loss 0.5739, Acc 0.7942\n", - "Step 300, Used 56.5062 s, Loss 0.5237, Acc 0.8098\n", - "Step 400, Used 50.5268 s, Loss 0.4835, Acc 0.8253\n", - "Step 500, Used 50.2707 s, Loss 0.4628, Acc 0.8318\n", - "Step 600, Used 50.5184 s, Loss 0.4580, Acc 0.8305\n", - "Step 700, Used 50.7511 s, Loss 0.4345, Acc 0.8420\n", - "Step 800, Used 51.9514 s, Loss 0.4368, Acc 0.8414\n", - "Step 900, Used 51.5502 s, Loss 0.4128, Acc 0.8491\n", - "Step 1000, Used 51.4087 s, Loss 0.4140, Acc 0.8493\n", - "Step 1100, Used 50.1260 s, Loss 0.4113, Acc 0.8484\n", - "Step 1200, Used 50.2568 s, Loss 0.4038, Acc 0.8523\n", - "Step 1300, Used 51.7090 s, Loss 0.3912, Acc 0.8555\n", - "Step 1400, Used 51.2418 s, Loss 0.3937, Acc 0.8554\n", - "Step 1500, Used 50.1411 s, Loss 0.3870, Acc 0.8577\n", - "Step 1600, Used 50.4968 s, Loss 0.3765, Acc 0.8625\n", - "Step 1700, Used 50.8128 s, Loss 0.3811, Acc 0.8599\n", - "Step 1800, Used 52.4883 s, Loss 0.3744, Acc 0.8648\n", - "Step 1900, Used 55.2034 s, Loss 0.3686, Acc 0.8652\n", - "Step 2000, Used 51.4456 s, Loss 0.3738, Acc 0.8631\n", - "Step 2100, Used 51.8214 s, Loss 0.3593, Acc 0.8697\n", - "Step 2200, Used 50.2470 s, Loss 0.3571, Acc 0.8694\n", - "Step 2300, Used 51.7452 s, Loss 0.3623, Acc 0.8680\n" + "Step 100, Used 4.0779 s, Loss 1.1585, Acc 0.6275\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 200, Used 2.6051 s, Loss 0.5983, Acc 0.7881\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 300, Used 3.2894 s, Loss 0.5173, Acc 0.8093\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 400, Used 2.6218 s, Loss 0.4926, Acc 0.8180\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 500, Used 2.6453 s, Loss 0.4678, Acc 0.8266\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 600, Used 2.5319 s, Loss 0.4481, Acc 0.8344\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 700, Used 2.5742 s, Loss 0.4364, Acc 0.8410\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 800, Used 2.6635 s, Loss 0.4189, Acc 0.8453\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 900, Used 2.5911 s, Loss 0.3937, Acc 0.8555\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 1000, Used 2.6133 s, Loss 0.3992, Acc 0.8525\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 1100, Used 2.5613 s, Loss 0.3838, Acc 0.8576\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 1200, Used 2.6372 s, Loss 0.3877, Acc 0.8541\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 1300, Used 2.6004 s, Loss 0.3724, Acc 0.8630\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 1400, Used 2.6070 s, Loss 0.3719, Acc 0.8623\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 1500, Used 2.6134 s, Loss 0.3565, Acc 0.8687\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 1600, Used 2.5904 s, Loss 0.3640, Acc 0.8661\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 1700, Used 2.6067 s, Loss 0.3492, Acc 0.8714\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 1800, Used 2.5929 s, Loss 0.3459, Acc 0.8727\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 1900, Used 2.6572 s, Loss 0.3416, Acc 0.8714\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 2000, Used 2.5911 s, Loss 0.3323, Acc 0.8802\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 2100, Used 2.5860 s, Loss 0.3393, Acc 0.8738\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 2200, Used 2.6465 s, Loss 0.3284, Acc 0.8786\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 2300, Used 2.5999 s, Loss 0.3273, Acc 0.8790\n" ] } ], @@ -707,14 +1127,14 @@ "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" + "pygments_lexer": "ipython3", + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/tutorial_training/build_training_models.ipynb b/docs/tutorial_training/build_training_models.ipynb index 61a8a6df4..a20d3ed90 100644 --- a/docs/tutorial_training/build_training_models.ipynb +++ b/docs/tutorial_training/build_training_models.ipynb @@ -31,17 +31,25 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:19.961507Z", - "iopub.status.busy": "2026-06-19T06:20:19.961307Z", - "iopub.status.idle": "2026-06-19T06:20:24.982046Z", - "shell.execute_reply": "2026-06-19T06:20:24.981135Z" + "iopub.execute_input": "2026-07-08T10:44:31.700758Z", + "iopub.status.busy": "2026-07-08T10:44:31.700614Z", + "iopub.status.idle": "2026-07-08T10:44:40.803636Z", + "shell.execute_reply": "2026-07-08T10:44:40.802734Z" } }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/chaoming/miniconda3/envs/brainx/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + }, { "data": { "text/plain": [ - "'2.7.8'" + "'2.8.0'" ] }, "execution_count": 1, @@ -113,10 +121,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:25.002270Z", - "iopub.status.busy": "2026-06-19T06:20:25.001991Z", - "iopub.status.idle": "2026-06-19T06:20:25.066700Z", - "shell.execute_reply": "2026-06-19T06:20:25.066015Z" + "iopub.execute_input": "2026-07-08T10:44:40.805731Z", + "iopub.status.busy": "2026-07-08T10:44:40.805466Z", + "iopub.status.idle": "2026-07-08T10:44:40.890890Z", + "shell.execute_reply": "2026-07-08T10:44:40.889941Z" } }, "outputs": [ @@ -148,10 +156,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:25.068355Z", - "iopub.status.busy": "2026-06-19T06:20:25.068222Z", - "iopub.status.idle": "2026-06-19T06:20:25.090201Z", - "shell.execute_reply": "2026-06-19T06:20:25.089409Z" + "iopub.execute_input": "2026-07-08T10:44:40.892846Z", + "iopub.status.busy": "2026-07-08T10:44:40.892678Z", + "iopub.status.idle": "2026-07-08T10:44:40.920849Z", + "shell.execute_reply": "2026-07-08T10:44:40.920003Z" } }, "outputs": [ @@ -194,10 +202,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:25.091936Z", - "iopub.status.busy": "2026-06-19T06:20:25.091796Z", - "iopub.status.idle": "2026-06-19T06:20:25.121580Z", - "shell.execute_reply": "2026-06-19T06:20:25.120518Z" + "iopub.execute_input": "2026-07-08T10:44:40.922447Z", + "iopub.status.busy": "2026-07-08T10:44:40.922228Z", + "iopub.status.idle": "2026-07-08T10:44:40.961605Z", + "shell.execute_reply": "2026-07-08T10:44:40.960458Z" } }, "outputs": [], @@ -227,19 +235,19 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:25.123402Z", - "iopub.status.busy": "2026-06-19T06:20:25.123262Z", - "iopub.status.idle": "2026-06-19T06:20:25.314081Z", - "shell.execute_reply": "2026-06-19T06:20:25.313264Z" + "iopub.execute_input": "2026-07-08T10:44:40.963270Z", + "iopub.status.busy": "2026-07-08T10:44:40.963113Z", + "iopub.status.idle": "2026-07-08T10:44:46.546337Z", + "shell.execute_reply": "2026-07-08T10:44:46.545501Z" } }, "outputs": [ { "data": { "text/plain": [ - 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"iopub.execute_input": "2026-06-19T06:20:25.477724Z", - "iopub.status.busy": "2026-06-19T06:20:25.477582Z", - "iopub.status.idle": "2026-06-19T06:20:25.852075Z", - "shell.execute_reply": "2026-06-19T06:20:25.851187Z" + "iopub.execute_input": "2026-07-08T10:44:46.887824Z", + "iopub.status.busy": "2026-07-08T10:44:46.887670Z", + "iopub.status.idle": "2026-07-08T10:44:47.691007Z", + "shell.execute_reply": "2026-07-08T10:44:47.689956Z" } }, "outputs": [ @@ -361,10 +369,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:25.853880Z", - "iopub.status.busy": "2026-06-19T06:20:25.853732Z", - "iopub.status.idle": "2026-06-19T06:20:25.952124Z", - "shell.execute_reply": "2026-06-19T06:20:25.951363Z" + "iopub.execute_input": "2026-07-08T10:44:47.692675Z", + "iopub.status.busy": "2026-07-08T10:44:47.692513Z", + "iopub.status.idle": "2026-07-08T10:44:47.822651Z", + "shell.execute_reply": "2026-07-08T10:44:47.821734Z" } }, "outputs": [ @@ -416,10 +424,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:25.953760Z", - "iopub.status.busy": "2026-06-19T06:20:25.953613Z", - "iopub.status.idle": "2026-06-19T06:20:26.135148Z", - "shell.execute_reply": "2026-06-19T06:20:26.134232Z" + "iopub.execute_input": "2026-07-08T10:44:47.825060Z", + "iopub.status.busy": "2026-07-08T10:44:47.824824Z", + "iopub.status.idle": "2026-07-08T10:44:48.173538Z", + "shell.execute_reply": "2026-07-08T10:44:48.172530Z" } }, "outputs": [ @@ -477,10 +485,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:26.137271Z", - "iopub.status.busy": "2026-06-19T06:20:26.137127Z", - "iopub.status.idle": "2026-06-19T06:20:26.405954Z", - "shell.execute_reply": "2026-06-19T06:20:26.404994Z" + "iopub.execute_input": "2026-07-08T10:44:48.175725Z", + "iopub.status.busy": "2026-07-08T10:44:48.175539Z", + "iopub.status.idle": "2026-07-08T10:44:48.609868Z", + "shell.execute_reply": "2026-07-08T10:44:48.608806Z" } }, "outputs": [ @@ -522,10 +530,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:26.407600Z", - "iopub.status.busy": "2026-06-19T06:20:26.407465Z", - "iopub.status.idle": "2026-06-19T06:20:26.585161Z", - "shell.execute_reply": "2026-06-19T06:20:26.584353Z" + "iopub.execute_input": "2026-07-08T10:44:48.611886Z", + "iopub.status.busy": "2026-07-08T10:44:48.611709Z", + "iopub.status.idle": "2026-07-08T10:44:48.920609Z", + "shell.execute_reply": "2026-07-08T10:44:48.919740Z" } }, "outputs": [ @@ -570,10 +578,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:26.586800Z", - "iopub.status.busy": "2026-06-19T06:20:26.586664Z", - "iopub.status.idle": "2026-06-19T06:20:26.768599Z", - "shell.execute_reply": "2026-06-19T06:20:26.767595Z" + "iopub.execute_input": "2026-07-08T10:44:48.922295Z", + "iopub.status.busy": "2026-07-08T10:44:48.922110Z", + "iopub.status.idle": "2026-07-08T10:44:49.254422Z", + "shell.execute_reply": "2026-07-08T10:44:49.253580Z" } }, "outputs": [ @@ -624,10 +632,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:26.770333Z", - "iopub.status.busy": "2026-06-19T06:20:26.770189Z", - "iopub.status.idle": "2026-06-19T06:20:26.942445Z", - "shell.execute_reply": "2026-06-19T06:20:26.941472Z" + "iopub.execute_input": "2026-07-08T10:44:49.256262Z", + "iopub.status.busy": "2026-07-08T10:44:49.256104Z", + "iopub.status.idle": "2026-07-08T10:44:49.575938Z", + "shell.execute_reply": "2026-07-08T10:44:49.574603Z" } }, "outputs": [ @@ -682,10 +690,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:26.944368Z", - "iopub.status.busy": "2026-06-19T06:20:26.944204Z", - "iopub.status.idle": "2026-06-19T06:20:26.948043Z", - "shell.execute_reply": "2026-06-19T06:20:26.947212Z" + "iopub.execute_input": "2026-07-08T10:44:49.578044Z", + "iopub.status.busy": "2026-07-08T10:44:49.577787Z", + "iopub.status.idle": "2026-07-08T10:44:49.582766Z", + "shell.execute_reply": "2026-07-08T10:44:49.581871Z" } }, "outputs": [], @@ -746,10 +754,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:26.949777Z", - "iopub.status.busy": "2026-06-19T06:20:26.949636Z", - "iopub.status.idle": "2026-06-19T06:20:26.953087Z", - "shell.execute_reply": "2026-06-19T06:20:26.952114Z" + "iopub.execute_input": "2026-07-08T10:44:49.584787Z", + "iopub.status.busy": "2026-07-08T10:44:49.584637Z", + "iopub.status.idle": "2026-07-08T10:44:49.588115Z", + "shell.execute_reply": "2026-07-08T10:44:49.587288Z" } }, "outputs": [], @@ -829,10 +837,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:26.955087Z", - "iopub.status.busy": "2026-06-19T06:20:26.954925Z", - "iopub.status.idle": "2026-06-19T06:20:28.494936Z", - "shell.execute_reply": "2026-06-19T06:20:28.494119Z" + "iopub.execute_input": "2026-07-08T10:44:49.589796Z", + "iopub.status.busy": "2026-07-08T10:44:49.589652Z", + "iopub.status.idle": "2026-07-08T10:44:52.726730Z", + "shell.execute_reply": "2026-07-08T10:44:52.725732Z" } }, "outputs": [], @@ -908,10 +916,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:28.497076Z", - "iopub.status.busy": "2026-06-19T06:20:28.496917Z", - "iopub.status.idle": "2026-06-19T06:20:28.499977Z", - "shell.execute_reply": "2026-06-19T06:20:28.499329Z" + "iopub.execute_input": "2026-07-08T10:44:52.728684Z", + "iopub.status.busy": "2026-07-08T10:44:52.728517Z", + "iopub.status.idle": "2026-07-08T10:44:52.731987Z", + "shell.execute_reply": "2026-07-08T10:44:52.730965Z" } }, "outputs": [], @@ -965,10 +973,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:20:28.501569Z", - "iopub.status.busy": "2026-06-19T06:20:28.501431Z", - "iopub.status.idle": "2026-06-19T06:20:28.902550Z", - "shell.execute_reply": "2026-06-19T06:20:28.901609Z" + "iopub.execute_input": "2026-07-08T10:44:52.733592Z", + "iopub.status.busy": "2026-07-08T10:44:52.733447Z", + "iopub.status.idle": "2026-07-08T10:44:53.494314Z", + "shell.execute_reply": "2026-07-08T10:44:53.493300Z" } }, "outputs": [], diff --git a/docs/tutorial_training/esn_introduction.ipynb b/docs/tutorial_training/esn_introduction.ipynb index a166348d3..6c728d9a8 100644 --- a/docs/tutorial_training/esn_introduction.ipynb +++ b/docs/tutorial_training/esn_introduction.ipynb @@ -31,17 +31,24 @@ "start_time": "2025-10-06T05:19:36.017437Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:18:03.127403Z", - "iopub.status.busy": "2026-06-19T06:18:03.127179Z", - "iopub.status.idle": "2026-06-19T06:18:09.087504Z", - "shell.execute_reply": "2026-06-19T06:18:09.086625Z" + "iopub.execute_input": "2026-07-08T14:29:22.295547Z", + "iopub.status.busy": "2026-07-08T14:29:22.295397Z", + "iopub.status.idle": "2026-07-08T14:29:27.114883Z", + "shell.execute_reply": "2026-07-08T14:29:27.114017Z" } }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'2.7.8'" + "'2.8.0'" ] }, "execution_count": 1, @@ -71,10 +78,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:09.089257Z", - "iopub.status.busy": "2026-06-19T06:18:09.089009Z", - "iopub.status.idle": "2026-06-19T06:18:09.144921Z", - "shell.execute_reply": "2026-06-19T06:18:09.143583Z" + "iopub.execute_input": "2026-07-08T14:29:27.116647Z", + "iopub.status.busy": "2026-07-08T14:29:27.116370Z", + "iopub.status.idle": "2026-07-08T14:29:27.173044Z", + "shell.execute_reply": "2026-07-08T14:29:27.172205Z" } }, "outputs": [ @@ -105,10 +112,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:09.146669Z", - "iopub.status.busy": "2026-06-19T06:18:09.146506Z", - "iopub.status.idle": "2026-06-19T06:18:09.149247Z", - "shell.execute_reply": "2026-06-19T06:18:09.148321Z" + "iopub.execute_input": "2026-07-08T14:29:27.174585Z", + "iopub.status.busy": "2026-07-08T14:29:27.174437Z", + "iopub.status.idle": "2026-07-08T14:29:27.177296Z", + "shell.execute_reply": "2026-07-08T14:29:27.176252Z" } }, "outputs": [], @@ -237,10 +244,10 @@ "start_time": "2025-10-06T05:19:42.326632Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:18:09.151031Z", - "iopub.status.busy": "2026-06-19T06:18:09.150897Z", - "iopub.status.idle": "2026-06-19T06:18:09.154604Z", - "shell.execute_reply": "2026-06-19T06:18:09.153733Z" + "iopub.execute_input": "2026-07-08T14:29:27.179107Z", + "iopub.status.busy": "2026-07-08T14:29:27.178954Z", + "iopub.status.idle": "2026-07-08T14:29:27.183057Z", + "shell.execute_reply": "2026-07-08T14:29:27.182206Z" } }, "outputs": [], @@ -287,10 +294,10 @@ "start_time": "2025-10-06T05:19:42.334507Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:18:09.156036Z", - "iopub.status.busy": "2026-06-19T06:18:09.155906Z", - "iopub.status.idle": "2026-06-19T06:18:09.975174Z", - "shell.execute_reply": "2026-06-19T06:18:09.974389Z" + "iopub.execute_input": "2026-07-08T14:29:27.184642Z", + "iopub.status.busy": "2026-07-08T14:29:27.184495Z", + "iopub.status.idle": "2026-07-08T14:29:27.990339Z", + "shell.execute_reply": "2026-07-08T14:29:27.989397Z" } }, "outputs": [], @@ -312,20 +319,22 @@ "start_time": "2025-10-06T05:19:47.747236Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:18:09.977190Z", - "iopub.status.busy": "2026-06-19T06:18:09.977040Z", - "iopub.status.idle": "2026-06-19T06:18:10.430683Z", - "shell.execute_reply": "2026-06-19T06:18:10.429858Z" + "iopub.execute_input": "2026-07-08T14:29:27.991940Z", + "iopub.status.busy": "2026-07-08T14:29:27.991776Z", + "iopub.status.idle": "2026-07-08T14:29:28.669311Z", + "shell.execute_reply": "2026-07-08T14:29:28.668251Z" } }, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_76030/2780721523.py:22: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " plt.show()\n" - ] + "data": { + "image/png": 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", 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"2026-07-08T14:29:28.678775Z", + "iopub.status.idle": "2026-07-08T14:29:28.783482Z", + "shell.execute_reply": "2026-07-08T14:29:28.782446Z" } }, "outputs": [], @@ -425,20 +434,22 @@ "start_time": "2025-10-06T05:19:49.065721Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:18:10.539152Z", - "iopub.status.busy": "2026-06-19T06:18:10.538999Z", - "iopub.status.idle": "2026-06-19T06:18:10.579741Z", - "shell.execute_reply": "2026-06-19T06:18:10.578891Z" + "iopub.execute_input": "2026-07-08T14:29:28.785186Z", + "iopub.status.busy": "2026-07-08T14:29:28.785015Z", + "iopub.status.idle": "2026-07-08T14:29:28.888835Z", + "shell.execute_reply": "2026-07-08T14:29:28.887720Z" } }, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_76030/2669475712.py:6: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " plt.show()\n" - ] + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -469,10 +480,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:10.581598Z", - "iopub.status.busy": "2026-06-19T06:18:10.581442Z", - "iopub.status.idle": "2026-06-19T06:18:10.584654Z", - "shell.execute_reply": "2026-06-19T06:18:10.583867Z" + "iopub.execute_input": "2026-07-08T14:29:28.891160Z", + "iopub.status.busy": "2026-07-08T14:29:28.890948Z", + "iopub.status.idle": "2026-07-08T14:29:28.894807Z", + "shell.execute_reply": "2026-07-08T14:29:28.893847Z" } }, "outputs": [], @@ -512,10 +523,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:10.586527Z", - "iopub.status.busy": "2026-06-19T06:18:10.586390Z", - "iopub.status.idle": "2026-06-19T06:18:11.849230Z", - "shell.execute_reply": "2026-06-19T06:18:11.848210Z" + "iopub.execute_input": "2026-07-08T14:29:28.896547Z", + "iopub.status.busy": "2026-07-08T14:29:28.896373Z", + "iopub.status.idle": "2026-07-08T14:29:30.221544Z", + "shell.execute_reply": "2026-07-08T14:29:30.220497Z" } }, "outputs": [], @@ -536,17 +547,17 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:11.851463Z", - "iopub.status.busy": "2026-06-19T06:18:11.851323Z", - "iopub.status.idle": "2026-06-19T06:18:11.957814Z", - "shell.execute_reply": "2026-06-19T06:18:11.956869Z" + "iopub.execute_input": "2026-07-08T14:29:30.223341Z", + "iopub.status.busy": "2026-07-08T14:29:30.223177Z", + "iopub.status.idle": "2026-07-08T14:29:30.335728Z", + "shell.execute_reply": "2026-07-08T14:29:30.334782Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "521f9a54522e4045965fd79e65e284f2", + "model_id": "dd463cd69fa747e7bd3f6b575bc048d3", "version_major": 2, "version_minor": 0 }, @@ -574,17 +585,17 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:11.959876Z", - "iopub.status.busy": "2026-06-19T06:18:11.959727Z", - "iopub.status.idle": "2026-06-19T06:18:12.555884Z", - "shell.execute_reply": "2026-06-19T06:18:12.554998Z" + "iopub.execute_input": "2026-07-08T14:29:30.337759Z", + "iopub.status.busy": "2026-07-08T14:29:30.337608Z", + "iopub.status.idle": "2026-07-08T14:29:30.947674Z", + "shell.execute_reply": "2026-07-08T14:29:30.944327Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "72eb16f2a77746c88e17d6c4627476c4", + "model_id": "2ff7374335d8428d93a539dd26015f19", "version_major": 2, "version_minor": 0 }, @@ -598,7 +609,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d8778104a06e4686b0c6f0d0b39414ee", + "model_id": "7e41cf8b791f498daa5373a17d899e7f", "version_major": 2, "version_minor": 0 }, @@ -633,17 +644,17 @@ "start_time": "2023-04-15T17:22:51.428474Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:18:12.558134Z", - "iopub.status.busy": "2026-06-19T06:18:12.557960Z", - "iopub.status.idle": "2026-06-19T06:18:12.849670Z", - "shell.execute_reply": "2026-06-19T06:18:12.848977Z" + "iopub.execute_input": "2026-07-08T14:29:30.950674Z", + "iopub.status.busy": "2026-07-08T14:29:30.950365Z", + "iopub.status.idle": "2026-07-08T14:29:31.259067Z", + "shell.execute_reply": "2026-07-08T14:29:31.258286Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "10cbe4eac936403b8a9380e336c88408", + "model_id": "f695c95700084657a352f55ed03fa82f", "version_major": 2, "version_minor": 0 }, @@ -670,20 +681,22 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:12.851319Z", - "iopub.status.busy": "2026-06-19T06:18:12.851187Z", - "iopub.status.idle": "2026-06-19T06:18:12.944017Z", - "shell.execute_reply": "2026-06-19T06:18:12.943112Z" + "iopub.execute_input": "2026-07-08T14:29:31.260526Z", + "iopub.status.busy": "2026-07-08T14:29:31.260380Z", + "iopub.status.idle": "2026-07-08T14:29:31.416766Z", + "shell.execute_reply": "2026-07-08T14:29:31.415862Z" } }, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_76030/2040322180.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " plt.show()\n" - ] + "data": { + "image/png": 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k6UzkjC9JkiSpzZoxYwYVFRWsXLmSkpISVq5c2eDyoOXLl+Pm5sbEiRMtZhYNGDAAZ2dnNm7caK5bdzZMzYykUaNGUV5eXm+3RWdnZ4vlQba2tgwePJiEhIRG264oCmvXruW///0vHh4efP/998ydO5fAwEBuvPFG83Iso9HI2rVrueaaa+jSpYv5/MjISCZPnnzWP6vT1X2Ner2evLw8wsLCcHd3Z//+/fXqz5492yK59Lp16ygsLGTWrFkWP0+tVsuQIUMsfp6NeeGFF1i3bl29fx06dLCoN2bMGLp3737Ga5zetvXr11NdXc2jjz5qsTRt9uzZuLq61ltWZWdnZ5HEvMY333yDEKLJmTc1s60URWHDhg3cdNNN3H///fz2228UFBTw0UcfNXp+RUXFGTdjqFm+VlFRYT72xhtv8OabbzJjxgxmzpzJN998w2uvvca2bdtYsWJFvWvMmjWLdevWsWzZMvN7o+71zmTZsmV89dVXPPHEE4SHhzdYb8OGDWRlZTU64+jNN9/k77//5quvvmLo0KFUV1c3OcPxbDU12wxMs0BXr17N/Pnz6dKlC2VlZY1es7y8nBtuuAEHBwfefPPNRutu3ryZl19+mRkzZjB+/HiLx1xcXOjRowdz587ll19+4eOPP8ZgMHDNNdeQm5vb4DWXLVuGjY0NM2bMaPS54+Li2LdvHzNnzqy3/PJcfPPNNxw+fJi33nqr0XrLly9n1KhReHh4WLzfJ0yYgNFoZPPmzY2eX1FRga2t7Rkfs7e3t/ibfOSRR1i4cCE33XQT119/PQsWLGDJkiXEx8fz8ccfn/uLlCRJki55cldHSZIkqc3y8vJiwoQJLFu2jPLycoxGI9OnTz9j3fj4eIqKivD29j7j49nZ2eb/Hz16lOeff55//vmnXh6loqIii3JAQEC95UEeHh4cOnSoyfbb2dnxf//3f/zf//0fGRkZbNq0iQ8++ICffvoJGxsbvvvuO3JycqioqDhjAKJr166sXr26yec5k4qKCt544w0WL15MWlqaxdLC018jQHBwsEU5Pj4eoN4Nfw1XV9ezakevXr3q7Wp3Jqc/f2OPJScnA6afT122traEhISYH6/RqVOnBm/Kz0ZNEPHKK6+02IVu6NChBAcHs3379ibPP1NOsMrKSovrN+Sxxx7jP//5D+vXr6+3zDcwMNC8rHbWrFnce++9TJgwgdjY2DNed8uWLdx9991MnjyZ1157rdHnXbp0KVqtlhtvvLHBOn379jX//5ZbbqF///7ccccdZwzSnQshBMuWLaNnz5707t27wXo1y1anTp3K1VdfTc+ePXF2dubBBx+sV9doNDJz5kyOHTvGmjVrGt1hMiYmhmuvvZaePXvW22HTYDAwYcIExo4dy8KFC83HJ0yYQI8ePXjnnXfOGGgqLS3l999/Z/LkyfVy/J3ubIJ+TSkuLubZZ5/lqaeeonPnzo3WjY+P59ChQ3h5eZ3x8ZrPz5ycHItciM7Ozjg7O+Pg4GCRV66uysrKJv/Gb7rpJp544gnWr19/xiXnkiRJktQYGfiSJEmS2rSbbrqJ2bNnk5mZydSpU3F3dz9jPVVV8fb2Nt8wnq7mhq6wsJAxY8bg6urKK6+8QmhoKPb29uzfv5+nn366XiLnujON6hLnmJDZz8+PmTNncv3119OjRw9++umnMyapb0xD+XlOT8oP8NBDD7F48WIeffRRhg0bhpubG4qiMHPmzDMmqz79xrSmzrfffnvGRNo6XfN2MRq7MW7qpvlCrn02agIkpyczB1NC89M3Tzidn58fGzduRAhh8TvMyMiwuH5DajYnyM/Pb7Kt06dP54svvmDz5s31ZgwePHiQq666ip49e7JixYpGf4cVFRX8+uuvTJgw4Yyv+0xsbW256qqrePPNN6moqLign/u2bdtITk7mjTfeOOtzQkND6devH0uXLj1j4Gv27NmsXLmSpUuXNhjQBTh58iSTJk3Czc2N1atX4+LiYvH45s2bOXLkCO+9957F8fDwcCIjI9m2bdsZr/vbb79RXl5+VsGsZcuW0bVrVwYMGNBk3Ya8++67VFdXc+ONN5pz8qWmpgKm3IVJSUn4+/tja2uLqqpMnDiRefPmnfFaERERAAwaNMgisPziiy/y0ksv4efnh9FoJDs722Lwobq6mry8vCb/xgE6d+58Vn/jkiRJknQ6GfiSJEmS2rRrr72WOXPmsHPnTn788ccG64WGhrJ+/XpGjBjR6A33v//+S15eHr/88otFwuzExMRmbXdDbGxs6N27N/Hx8eTm5uLl5YWDg4N5hlVdsbGxFmUPDw+AervmnT7DCWDFihXcfvvtzJ8/33yssrKy3rkNCQ0NBUyBnbOZsXUx1cxwio2NJSQkxHy8urqaxMTEZm9vTfDhTEnw09PT6datW6Pn9+3bly+//JLo6GiL5Zy7du0yP96YmuW4Dc3GqatmSdnps/pOnDjBlClT8Pb2ZvXq1RYz187kjz/+oKSk5JxnHFVUVCCEoKSk5IICX0uXLj2rnQ/P9Pxnml331FNPsXjxYhYsWMCsWbMaPD8vL49JkyZRVVXFhg0b8PPzq1enJgn7mQLOer2+waWeS5cuxdnZmauuuqrR17Br1y6OHz/OK6+80mi9pqSkpFBQUECPHj3qPfb666/z+uuvExUVRd++fQkNDaW0tLTJ987SpUstli3WvP9q/ob37t3L5Zdfbn587969qKra5N+4EIKkpCT69et3lq9OkiRJkmrJHF+SJElSm+bs7Mwnn3zCSy+9xJVXXtlgvRkzZmA0Gnn11VfrPWYwGMwBn5oZXHVnbFVXVzd7bpn4+HhSUlLqHS8sLGTHjh14eHjg5eWFVqtl8uTJ/Pbbbxb1o6OjWbt2rcW5rq6ueHp61su3c6a2a7XaerPSFi5ceMab9TOZPHkyrq6uvP766/V2SQTTkqfWMmHCBGxtbfnwww8tXuNXX31FUVER06ZNO6vrZGRkEBMTc8bXV1fXrl3p06cPv//+u0X+pr///puTJ08yceJE87GioiJiYmIsAk9XX301NjY2Fr8nIQSffvopnTp1Yvjw4YApMFlSUlLv+V999VWEEEyZMsV8rKGf/1dffYWiKPTv3998LDMzk0mTJqHRaFi7du1ZBdCWLVuGo6Mj11577Rkfr7t0uEZhYSE///wznTt3bnDJ8dnQ6/UsX76ckSNHWuS9q2EwGM44y2737t0cPny43s6C77zzDu+++y7PPfccjzzySIPPW1ZWxuWXX05aWhqrV69uMP9ZzeynH374weL4/v37iY2NPWPwJicnh/Xr13Pttdc2uZPksmXLAM456He6hx9+mF9//dXi32effQbAHXfcwa+//mpeRjxjxgx27NhR7zMHTL/XmmDeiBEjmDBhgvlfTeBr/PjxdOjQgU8++cTi3E8++QRHR0eL9+SZ/nY/+eQTcnJyLP7GJUmSJOlsyRlfkiRJUpt3++23N1lnzJgxzJkzhzfeeIMDBw4wadIkbGxsiI+PZ/ny5XzwwQdMnz6d4cOH4+Hhwe23387DDz+Moih8++2357x0sSkHDx7kpptuYurUqYwaNYoOHTqQlpbGkiVLSE9PZ8GCBeYg3Msvv8xff/3FqFGjeOCBBzAYDCxcuJAePXrUyyV2zz338Oabb3LPPfcwcOBANm/eTFxcXL3nv+KKK/j2229xc3Oje/fu7Nixg/Xr1zeZW6iGq6srn3zyCbfeeiv9+/dn5syZeHl5kZKSwqpVqxgxYgSLFi1q8jpbtmwx57Kqq3fv3o3mbmqMl5cXzz77LC+//DJTpkzhqquuIjY2lo8//phBgwZZbEbQmGeffZYlS5aQmJjYZIL7999/n4kTJzJy5EjmzJlDUVER7733HhEREdx///3mer/++it33nknixcv5o477gBMeeIeffRR3nnnHfR6PYMGDeK3335jy5Yt5jxaYApQ9evXj1mzZplnka1du5bVq1czZcoUrr76avPz1CS8nzJlCl26dCE/P5+ff/6ZPXv28NBDDxEWFmauO2XKFBISEpg3bx5bt25l69at5sd8fHwsAncA+fn5rFmzhuuvv77BmWFTp04lICCAIUOG4O3tTUpKCosXLyY9Pb3ezMxDhw7xxx9/AHD8+HGKior473//C0CfPn3qBbTXrl1LXl5eg7PNSktL6dy5MzfeeCM9evTAycmJw4cPs3jxYtzc3PjPf/5j8fuYN2+eeRnid999Z3GtiRMnmpdy3nzzzezevZu77rqL6OhooqOjzfWcnZ255pprANMMwIkTJ7JkyRKKi4uZNGkSGRkZLFy4EAcHBx599NF6bf7xxx8xGAxNzqAzGo38+OOPDB061Dzr8kwWLVpEYWEh6enpAPz555/mZYwPPfQQbm5u9O/f3yIACpiXPPbo0cP8esA0I+6PP/7giiuu4I477mDAgAGUlZVx+PBhVqxYQVJSEp6eng22x8HBgVdffZW5c+dyww03MHnyZLZs2cJ3333Ha6+9ZrGZRc0GH7169cLe3p6tW7fyww8/0LdvX+bMmdPoz0eSJEmSzqhV9pKUJEmSpPO0ePFiAYg9e/Y0Wi8wMFBMmzat3vHPP/9cDBgwQDg4OAgXFxfRq1cvMW/ePJGenm6us23bNjF06FDh4OAg/P39xbx588TatWsFIDZu3GiuN2bMGNGjR496z3H77beLwMDARtuXlZUl3nzzTTFmzBjh5+cndDqd8PDwEOPHjxcrVqyoV3/Tpk1iwIABwtbWVoSEhIhPP/1UvPjii+L0r/Ly8nJx9913Czc3N+Hi4iJmzJghsrOzBSBefPFFc72CggJx5513Ck9PT+Hs7CwmT54sYmJiRGBgoLj99tvN9Zr6eW/cuFFMnjxZuLm5CXt7exEaGiruuOMOsXfv3kZf/8aNGwXQ4L+6bQXE3Llz612jqbYtWrRIdOvWTdjY2AgfHx9x//33i4KCAos6Df0OhTD9HgGRmJjY6GupsW7dOjF06FBhb28vOnToIG699VaRkZFxxjYvXrzY4rjRaBSvv/66CAwMFLa2tqJHjx7iu+++s6hTUFAgbrnlFhEWFiYcHR2FnZ2d6NGjh3j99ddFdXW1Rd2///5bXHHFFcLf31/Y2NgIFxcXMWLECLF48WKhqqpF3cZ+D2PGjKn3Oj/99FMBiD/++KPBn8WiRYvEyJEjhaenp9DpdMLLy0tceeWVYvPmzfXq1vxMzvSv7t9ijZkzZwobGxuRl5d3xueuqqoSjzzyiOjdu7dwdXUVNjY2IjAwUNx99931fpc176GG/tV9vwcGBjZY7/T3e3l5uXjllVdE9+7dhYODg3BzcxNXXHGFiIqKOmObhw4dKry9vYXBYGjwZyqEEH/99ZcAxIcffthovcba2tjfc2JiogDEO++8U++xkpIS8eyzz4qwsDBha2srPD09xfDhw8W7775b7++vIZ9//rno2rWrsLW1FaGhoeL999+v9/d4zz33iO7duwsXFxdhY2MjwsLCxNNPPy2Ki4vP6jkkSZIk6XSKEM08hC1JkiRJ0kXx0ksv8fLLLzf7bDRJkiRJkiRJai9kji9JkiRJkiRJkiRJkiSpXZKBL0mSJEmSJEmSJEmSJKldkoEvSZIkSZIkSZIkSZIkqV2SOb4kSZIkSZIkSZIkSZKkdknO+JIkSZIkSZIkSZIkSZLaJRn4kiRJkiRJkiRJkiRJktolXWs34Gyoqkp6ejouLi4oitLazZEkSZIkSZIkSZIkSZJaiRCCkpIS/P390Wgan9PVJgJf6enpdO7cubWbIUmSJEmSJEmSJEmSJFmJkydPEhAQ0GidNhH4cnFxAUwvyNXVtZVbI0mSJEmSJEmSJEmSJLWW4uJiOnfubI4XNaZNBL5qlje6urrKwJckSZIkSZIkSZIkSZJ0VumwZHJ7SZIkSZIkSZIkSZIkqV2SgS9JkiRJkiRJkiRJkiSpXZKBL0mSJEmSJEmSJEmSJKldkoEvSZIkSZIkSZIkSZIkqV2SgS9JkiRJkiRJkiRJkiSpXZKBL0mSJEmSJEmSJEmSJKld0rV2AyRJkiRJkiSpNamq4K+jmWw9nouDjZYrevvRr4tHazdLkiRJkqRmIANfkiRJkiRJ0iWrotrIA0v3sTE2x3zsq62JPDu1G3PGhLZiyyRJkiRJag4y8CVJkiRJkiRdkoQQzPv5EK7xv6IwHFEnC8gba2II9XJmQnefVmyhJEmSdCnbHJfD97tTyCyupJuvK/eMCibUy7m1m9XmyBxfkiRJkiRJ0iXpj4Pp2B9Zxge2HzNP96PFY94U8PHv/1JlMLZS6yRJkqRLlaoK/vPrYZ74+m/WHMkkKqWQ73enMO3DLWyOy2n6ApIFGfiSJEmSpDbIYFRbuwmS1KZVGYx8vmY3L+i+BeB+3Z+EK6nYUc2D2l/51+5x7ir/mlWHMlq5pZIkSdKl5vVVxwjb9zJ/2D2PB8Xm45V6lQeW7ie9sKIVW9f2yMCXJEmSJLUha49mcs2CdVz7/EdMeGU5b/0VI2ekSNJ5WLozhRllS3FRTDcPyw2jeXTWVQzs4sbturU4KlVM0ezmjy17W7mlkiRJ0qVkY0w2YufH3K5bh5+Sz3s2nwDC/LhNVT6vrzrWeg1sg2TgS5IkSZLaiM82neCvpQtYUnAbf9o9z1rjbLy2vsi93+ySM8Ak6RyUVhn4859N3KzdAECZsONvv/u4vJcvt43pzvfG8QDoFJXe2X9yPLukNZsrSZIkXSKKyvV8smK1xfL7NWIY/m4OuFLKk7of2Wr3CFXHVnEyv7wVW9q2yMCXJEmSJLUBfx/N5M+/VjPf5lPcFFNHR6sI7tL9xfCkRXy2OaGVWyhJbccXmxO4X/8/dIopYPyp4Uruu2IYiqIwIdKH9Q5TzHWnanex6lBmazVVkiRJuoQs+ieOedUfYafoAfjCcDl9rnyA1Y+MYrTdcR7U/Y6TUsUdmr/4346k1m1sGyIDX5IkSZJk5XJLq5j38yGOiBDu0j9FnnBhjxqBXmgBmKNbxT8b15FXWtXKLZUk65dbWsWBLSuZpN0HQJZw50TYHQwI7ACAVqPQv1dvotQwACI1JzlwcF+rtVeSJEm6NJzMLydj53IGauIASFB92R38ADcN7oK7oy3eA64hQfUFYIT2KPsO7EdVRWOXlE6RgS9JkiRJsnLvr4ujsNw08vev2pdxVe+xKHAR840zzHXmiOUs3ZXSWk2UpDbjow1xPM635vJ8wwwemdrXos7lvfz4yzjIXA7J30JWceXFaqIkSZJ0CVrw9zEe13xvLr+p3srz1/RHURQAZg3pwo/GcebHR5ZvZH9KwUVvZ1skA1+SJEmSZMXis0r4frdlQGt4j1C+uWsweT3uIkOYZqlcptnPxj1RcuRPkhqRkldO0Z4f6KMxLQ2OVjuj9p5FV18Xi3r9u7izx2aAuTxUc4yt8bkXta2SJEnSpSMlrxybwz8QojEtrd+ldqPT4GsI7OhkrhPu48Jhjwnm8mXa/aw9Kpfinw0Z+JIkSZIkK7ZwfTS9OW4u29toeOmqHiiKwi0jI/jROBYw5fsaWbKWXYn5rdRSSbJ+b6+N4TJld21ZvYVHJ3WrV0+n1eAd0odc4QrAEE002+IyLlo7JUmSpEvLl5vjuVf7p7n8Pjfz0GUR9eoN7N2LI2oQAH00CcTExV6sJrZpMvAlSZIkSVYqJa8c3bFf+M3uBX60fYW+ynFmjwrB180egN4BbuzrMM1c/3LtbtZHZ7VWcyXJqh04WcjKQxk8pH+Y5/V38odxGCFDryLAw/GM9UdE+LBTjQTAVakg9/g+hJAzKiVJkqTmlVtaRcb+VebZXtuN3ek5eAIdnGzr1R0Z7sV6tb+57JO7Q+Z4PQsy8CVJkiRJVuqrLceZc2r0b4gmBhcbwT0jQ8yPK4rCgN69+c04nE8MV/J/+rvYEJ0lb84l6TRCCF5bdQwAFQ3fGSfyvPYxHhof1uA5I8M82aH2ACBPuOBUkc7J/IqL0l5JuhRUGYysOZzBV1sT2ZOUL7+7pEvWN9uSWKfvzZ3VT7FHjeALcTV3jwo+Y92+nd3Zq/Q2l4dqotmRkHexmtpm6Vq7AZIkSZIk1ZdXWkXWvj/oqk0FYK8aQdfBk3BztLGoNyHShyvWP1jnxHKS8soJ9nRCkiST5XtT2ZNkmQD4wfFhuDvWH02vEdTRka12oxlZ0ZtU4QUoTE4poEvHM88QkyTp7B3PLmX2//aSmFtmPjatlx/zZ/TB3kbbii2TpIurtMrA/3YkAQob1X5srO7HDf074efmcMb6tjoN9sGDqEy2wV7RM0SJ5tMTeVzR2/+itrutkTO+JEmyKkIIftp7kikLNjPxpe+5+7MNHEkrau1mSdJF978dydyt/G4uf2686oyjfz38XfF2sbM4tlOO/EmSWW5pFTtXLWaAUpsHJcDDgduGBTV6nqIohAcGkCq8AdOOWnL3LEm6cIXl1Tz41Qa65f9jcXzV4Qxe/P1oK7VKklrH97tSKK40WBybMza00XMGhfoRpYYD0FEp5kRScou1r72QgS9JkqzKe+vimLfiEDGZJUzWb+CD9Jv49NMF7JYJu6VLSKXeSNT2vxmkiQMgVg3AtfcVZxz9UxSFISEdLY7tkoEvSTJb8NtWXhSf8LPdy7yu+wINKq9e3fOsZpX06+JhUZaBL0m6cG+vjeWh8kUstFnIKM0hi8d+2pssv8OkS0a1QWXJljiLYxO7+xDm7dLAGSZ9O7sz3zCda6tepnfVF+zJ0VBebWj0nEudDHxJkmQ1NsZms/Cf4xbHnJVK3td8wEdLl1NaJT/QpUvDr1FpzDDU7uzzpfFyZo9pOBfR4OAOgCBYyWCWdgMpCdEyV4okAZvichgQOx83pRwAO8XA5b07Ma6b91md3/+0wFd0Rom8uZCkC3Aip5TkvX8xTbsbnaLyuu4rNKi4Ucpc7W9stH2CL/7e19rNlKSL4rcDaTxT+T7f2rx+KggsuL+J2V4AvQLciFIiiRLhGNBhVAWHU+UKmcbIwJckSVbBYFR5deUxi2OVmHKv2ChGHqv+jM83nWiNpknSRSWE4M/Nu5mi2Q1AjnAlP+Rquvo2PPo3NLgDt2jXs9HuCd6w+YreZTtkEm7pkldWZeCX5d9xrXYbAAXCmQ+1t/PCld3P+hp9OrvhryngWd1SfrR9hTnKrxxJK26pJktSu/fJxuM8ol1uLi/iBu4dE86jup95yuYngjRZRJxcTlxWSSu2UpJanqoK/ti4jamaXYzSHuE9m48ZEeRSb8DlTBxtdXT1sewXHjhZ2EItbR9k4EuSJKvw+4F09LkJQO0slSXGycSqAQD01ZwgbscfVOqNrdRCSbo4NsfnMqbwF3SKCsB3honcOjKi0XPCvJ05YRdpLvfTHOdAamFLNlOSrN57qw/ySNWn5vIbhlncf/kQvF3sz/oajrY6QjwdmKNbxRBNDEM10URnyMCXJJ2P4ko9aYc3MVhjyrd3XPWn47BbeGxiOL/ZXokqTLn0pms3s2ynzFkktW/ro7OYWLQCrWK69/nGMIV7xkY2cVatvl3cLcoy8NU4GfiSJMkqLN1ylD9tn+dP2/9jomYvPfxdWfnoeD40XGeuc4VhPasOZbRiKyWp5S3dfIxZ2o0AVAkbtnlczZgIr0bPURQFp4BeVArTjo+9lRMckh0g6RK2Jykfl32LCNFkmspqBCmdr2XGwM7nfC3vTiHkCdPIeqQmhWPpMvAlSefjz4PpXM96c/kz9SruGBmKnU7LyCGD2KmabvpDNJkkHN6Oqsol+1L7JIRg6cb9zNBuAqBM2LGr4zWM7dp4f6+uvp3d6aqkcJ/2Dz6yWUBh8pGWam67IANfkiS1uqPpRUTm/IW7UkYvTRKTtXt5bEIEXX1dKA2eTK5wBWCiZi9r9x1r4mqS1HYdzy7h7+MlPKB/hH+MffnFOJLrRvVDUZQmz+3R2ZNjIhCAYE0WJ06mtnRzJckqVeqNLPppNfdr/wBAL7S8LGbz5vS+aDRNv5dO193fjRi1CwBeShHpaXImiiSdj5W7opmm2QlAkXCkIvwq8wzMa/p24k91mLnu0MotcjMJqd3ak1RA34wVOCjVAPxoHMfN4/qcVX+vRp8Ad0ZrDvGMzQ9M0+4moPwIheXVLdXkNk8GviRJanUr9qVyg/Zfc/lP+6sZfyrx8IwhofxmHAGYkhK7pGyUH+pSu/X1tiRAYavai7v083jHZg7X9ut0Vuf2DnDjoFqbEFWTcQCjHC2XLkELN8Rxd8mn2CmmJPRfGKdx9cQJBHk6ndf1uvu7EiO6mMvanGj0RrVZ2ipJl4qj6UWEZa0x3+j/ahzJdUNqN20J93Eh3mOsebnjGM1BNsRkt0ZTJanFLd54lNt1awEwCA0rna7lit7+53SNEC8nopXafl9vJYHoDJkbryEy8CVJUquqNqgcjdpBX00CAIfVIHoPGmUelR/XzYt/GGyuP07Zz/po2RGS2p/s4kpW7LOcpTVraDAOttqzOr9XgBuH1BBzuavxOAk5pc3aRkmydkm5ZSRv/YnR2sMApApPNvrewV0jg8/7mt39XImuE/gKE0mckO8tSTonP+1OMS/jB1hnP5XR4ZbLugb3jOCICAKghyaZI7HxF7OJknRRxGaW4HViOR0U0/fIn+owrhw9BBvtuYVmbLQaqjx7msvdNCkyB2UjZOBLkqRW9U9MNpOqa/M9/GQcy/QBAeayo60Ol/ARFArTSP1ozUE2HJFLuKT25/NNJ6g21G7eYKNVuG1Y0Fmf7+1iT4ZTbVLU3poEDsqtraVLzH9XRXPC6MVe1bQhxGuG2/jv9MFoz2OJYw13R1vynMLNZZnnS5LOTaXeSNyBzXTXmJYJR6lh9B88At1pN/ojwz3ZovYylz2zt1NQJmf5S+3L5/8c5X7dn+byD7qruXHQueefBAjs5Eea6AhAVyWV6HTZ72vIOQe+Nm/ezJVXXom/vz+KovDbb781Wv+XX35h4sSJeHl54erqyrBhw1i7du35tleSpHbm170JXKvdCkCV0JHaaRqBHS2Xo0zo4c+/ah8AyrEnLfGYXMIltSt5pVWk7f6N32z/wwTNPkAwfUBnfFzPfvc5APfOkZQK0zk9NYkclR0g6RKyKS6H9dFZRItAple/yO3VT9Np6HS6+ro0fXIT7Px6YDy1BKubIgNfknQu1h7NJKHSlY8MV5Ej3PjeOO6MG00MCPRgl9LXXB6uHGHbidyL2FJJallxWSU4Hf0ePyUfgL+NAxgyfByOtrrzul6knyuxqum95KqUk5N2otna2t6cc+CrrKyMPn368NFHH51V/c2bNzNx4kRWr17Nvn37GDduHFdeeSVRUVHn3FhJktqXnJIqNPF/01ExrUf/Wx3I1EH1t/EdFe7F+4bpjKp6n6FVizhU6SNv6KV25cstCcxRfqavJoEvbeczRnuE+8eENn3iabr5uxMrTB2gACWXlPTM5m6qJFkloyp4bVXdzU8UjjoO4uGJEc1y/YgATxKEKf9KmJJGXEZ+s1xXki4F3+9OIYsOvGOYybCqhWQFXUPnDo716tnptNgGDaFKmIIAAzRx7EqQ7zWp/ViwPo4jahDbjd0B+Fwzg7tGBJ339SL9XMz9PgDbvBiZg7IB5xxanDp1KlOnTj3r+gsWLLAov/766/z+++/8+eef9OvX71yfXpKkduS3qDSma/6tLTOeD3r71avn62aP1jOU5Jwy87HtJ/LoHeB+EVopSS0ro6iClO3L6as1jdJFq13w7D2FLh3r3xQ0pZuvC7FqZ7oo2cSoncnMymru5kqSVVp5KJ24LMu8W/Mmd8PV3qZZrt/Vx4Vo0YVw0rBTDOiz4oCRzXJtSWrPEnJK2VkneGVAx/WDQxqs3z/UlzcSbiJDdGS/Go633NlRaieOphex+nAmEMFN+ueJMJxkyvjxuDvanvc1u/u58qNaG/gKFSkk5JQ1y0zn9ub85tRdAFVVKSkpoUOHDhf7qSVJsiJCCP7Zc5C7NAcASBcdcO85AWe7M38sDQ/tSMJpga/7zmNGjCRZmwV/HeUJZam5/IFxOk+ND2vkjIZ19XVlkuEOnjPcYzqgN82s9HKxa46mSpJVMhhVfvh7Kz/ZzmeB4Xq2qz3p5utikS/yQoX7ODPfOIRk4cNx1Z9jlU4UV+qbLbAmSe3Vj3tOWpQ9HG2Y3MOnwfoDunhwo3GKuZyXUUxZlQGnBvqHktRWvL8uzqKcaRfM3Rew8QqYclDmO4WB3lTuqkkhJrNYBr7O4KInt3/33XcpLS1lxowZDdapqqqiuLjY4p8kSe3LwdQiMnPz2KD2xyA0LDeOYfrAoAbrDwvxtChHJRegyjxfUht3JK0Ix8NLCNGYliTuUrvRccC1hHo5n9f1unRwRGdjGeSKyZTfoVL79tuBdK4uXsZgTSzLbF9npvYfHpsYYd4duDkEdXRiPUOYb5jB7+pIinDmeLbc2VGSGlNlMHJg71Ye1v6CD6ZZX9MHBGCna3i34t4B7ujqvHdVAQdTC1u6qZLUorYdz2V9tOUs/NmjQnBzuPDBEzu/buiF6T3VVTlJfJb8bjqTixr4WrZsGS+//DI//fQT3t7eDdZ74403cHNzM//r3Pn8djmQJMl6/bjnJInCj3v1TzCsahHrXK5hSHDDM0EHBnkQoOTwjG4Zv9i+wPWGlXI7+YvIYFQ5nl1KvtxdqdkYjCofLP+LJ7Q/mY/N5zYendj1vK+p1ShE+FgGzWIzS877epJk7VRV8OM/u7hOuwWAYuFIkvcEJnVveEbJ+bDVaQg8bfmxDHxJUuP+PJjBTfpfeNxmBdvtHmKM5iAzB3dp9BwHWy3d/V0tjkWlFLZgKyWpZRmMKp/9/g+rbZ9jrMaU57yDky13XuBsrxohvh1Yow7mR8NYlhkvIz5b9vvO5KLNGf3hhx+45557WL58ORMmTGi07rPPPsvjjz9uLhcXF8vglyS1I+XVBv48mG4u5+DObQMbH533cbUnyFnlPv1KANKFJ1EnCwn3kVN5W9pvUWms/HMFY6o3U4gzKSEzeXrGeDyd5fK5C7F4cxxz89/EWVMJwA+GsYweP+mClyV29XXhYGrN5g+CmAw540tqvzbGZnNZ0a/Y6owAfGucwL2T+6MozTfbq0a4t7PFknsZ+JKkhqmq4LeN21ii2QFAIc6oXYad1Yzm/l08KEqLpa9ynO6aZHYnPQycXwoASWpt3+9O4cbCL+iuTeYb23d4Wj+b3pMeajC9y7kK83bmYf1D5nKI/G46o4sy4+v777/nzjvv5Pvvv2fatGlN1rezs8PV1dXinyRJ7ccfB9IprTKYyxoFpg9sOheLe2BPyoUpKNBbOSFHAC+CX/ansn/FW3ypvsCtuvU8pPuNZ5Pv4blPvqekUt/azWuzojOKMW58nb6aBAASVF++87if2aMbTvh7trr5unKLdh0/2b7MIbvZ5KYnXPA1JclafbfpMDdp1wNQJXRs7TCdcV0bXlVwIcK8ndFiJEjJYIJmH8czC1vkeSSpPVh7NJOphT+iVUxpKb4xTOaOMd3P6tx+XdyZp/uBD2w/Zo5uFcVpMS3ZVOk0JZV6ckqqEEKmFLlQheXVbPr7V6ZpdwOQI9yI95zAzEGNz3w8F+HelsHk5Lxyqg1yZ8fTnXPgq7S0lAMHDnDgwAEAEhMTOXDgACkpKYBpttZtt91mrr9s2TJuu+025s+fz5AhQ8jMzCQzM5OioqIzXV6SpHZOVQV/bNrBdO0mbE9lYhwd4YWfm0OT5/bp4slREQhAF00Ox5OSW7Stl7rMokqW/r6KF3TfWhzvoJRyf8lCXl91rJVa1raVVOp56rvNzFA2AKAXWh41PMjL0wc3mvfkbHXzdSFAyWWwJhZXpRybvBiMMh+e1A4dSSsi7OTPuCoVAPxsHMV1o1tmthdAuLcLC20W8q/dE3xpO5/S7MQWeR5JauuqDEZ+WL2OG7UbASgV9uzoeB3ju51dULpnJzeOqkHmsn95LNnFlS3RVKmOrOJKHvr6X/q8/DeDXlvPZe9tYnNcTms3q037YF0Mjxq/MZffMczgqasGoW3GHJShpwW+jKogKa+sgdqXrnMOfO3du5d+/frRr18/AB5//HH69evHCy+8AEBGRoY5CAbw+eefYzAYmDt3Ln5+fuZ/jzzySDO9BEmS2pINMdlMKlrBuzafscXuEforcdwxPOiszu3XxZ3Dau2MGIfcw5TVmTkmNa+P/z3OU2IxOsU0arTCOJojahD/GPsyp/oxvt+TyiGZcPacCCF49pfDHMlTmFb1BjuM3XnXMIMBw8YzILB5djvu6utCvNrJXO6ipsoOkNQuLd56gltOzfYC+Nn+Oq7q699izxfm7Uyi8DWXnUsSqKg2ttjzSVJb9fE/8dxX+om5//CJ4Spuu6zfWQelgzs6cUJbu3N3T00SR9Plsv2WVFBWzWOf/MJzyXfSj1gAEnLKuGPxbtYczmjl1rVN8VklVOz5lp6aJACOqoGURc5gWGjHZn0eV3sbfF3tAXCiggAlRya4P4NzXlg6duzYRqc9fvPNNxblf//991yfQpKkdsqoCr5bs4nPtf8A4Eo5Wq9wxkR4ndX5PTu5sZQ6HSElgZjMEgYEerRIey9l+WXVRO/dyCvaaMC0FO8X/yc5kZFLlt4OMHVeF/5znC9uG9iKLW1bvtuZzMpDpg5kBh25Wf8cvTq58dPUbs32HB2d7ch1CIRT9+NhSjrHs0vPe6dISbJGReV6Co/8TaA2G4DNxl6MHzO8WWZNNiTUy5mvRW1QOYR0TuSU0rOTW4s9pyS1NVvic9Bvfp9hOtOs8FThyT7/WTzZ2++sr6HRKBi8e0GuqdxTSWJfehHjznLGmHTuXl91lKfK5uOnyec+3Upm600b7agCnlh+kJ6d3OjcwbGJq0g1hBC88+deXtP+aD72uno7b17es0Wer5u3PT9XzaaTkscBNYR/s4cDZ/+euxRc1F0dJamtMaqC3NIqKvVyRLc5/LAnhRsKv8JOMc3SWmycwqyxfc96BNDeRkuRew9zubcmkWPpctl0S/hlfyqz+Mtc/lK9kvk3Deb28X2oCXoBrDuWRVKunE10Ng6nFvHqymiLY872tiy6eWCz36wrnhHm/4dq0uUOqFK789uBNGawzlz+Xkxk5qCW3QjJwVZLiXPtLlxhSppMcC9JdWyIzmL1t/OZp/sBAFUozDPcz3NXn/sS5IDOgWQI00zoHppEjqUVNndzpVMOpRbCwWX00xwHIERJx4baFRUB+iTeWRnVSq1rm/6NzaFv0td4Kab7lNXGwfQbdUWLBQ+DfdwxClNoJ1TJID5L7ux4Ohn4kqQzKCir5qU/jnLVK//jydff4bqXPueeb/aQklfe2k1rsxJzy9i76muu0O4EIF84s77jTVzdt1MTZ1pyD4ikRJjygfXSJHBM7ljXItYeSGCyZg8ARcKR6u7T8XNz4LZhQbg52FjUXbEvtTWa2KaUVOp5Z+nvvKZ8jAu1nyPzZ/RtkU5QJ18fMoVpJmToqRlfktReCCH4cVciHoqpY58pPNB1u5yOF2GnWZ13V/P/wzTpJMjAvyQRnVHM7P/t5aElW3lE+cF8fIHhekZOvIbeAe7nfM0e/m4cOZXny1WpID8tvplaK53uqy0JzNauMpdfZTZ9g7wIUdL5zOY9/rZ7mg6xP3AkTQ42nw29UeXzP//lbu0awLTxyhf2t3P/2NDGT7wAYd7OnBCmpf4uSgUFWSlNnHHpkYEvSTrNroQ87n7veybumc0qHuYb23f4QfcKu2MSuOqjrcRmygj6uUorrOC/X/7AK8pn5mOv6G/j8SvOPbljpL87R0UQAJ2UPFJTTzZnUyUgIaeU1LR0tqk9qRZaVhuHcNVA05e1s52Oa/t1wpVSbtOuZZXts+zduxODUe4e0xAhBM//vJ95ZfO5QbeZ1bbPEqKkM3tUMBO7+7TIc4Z6OXNCNXWAOiolZGelt8jzSFJrOJhaxLGscmZUv8jlVa/znP5uZgwJuijP7evtRfqpWShhShqJcjZlm1dlMPLXkUzeXxfHRxuPczhV3tyfrYScUuYu28/UD7aw7lgW5dhzX/VjVAkbvjFMIqH7A9w3+vxu9nt0cjX39wA8imMoqpC7STe37JJK8o+sJ0KTBsAutRuDxl3Nl7cNoqM9TNbuBeBe3UoWb5HBx7Px3c5kZhR/g51i+ntdbJzCrVPH4mR3zlmmzlq4t4s58AWgyz8u++ankYEvSarj39hsvlz8GUsNTzJCe9R8fJHhaopxprBcz33f7ZPJbM9SUYWezzcdZ/4H7/JexfO4nNp560/jUOz7z2RkuOc5X7O7vyvH1EBzWZNzTH6wN7O/jmaSQUfu1T/BwKpP+J/dTIbXScR546DOXK/dwis2S+ihSWZQ+Wb2JBW0Yout2+8H0gmO/tSc3LQSW7wCQpg3pfnyep0u1NuZ43U6QJrceLktudRuLN9bO+BxTAQR5zaCEaHn/n1yPkI8nTh+avMId6WMwpy0i/K8Usv4+2gm09/6mbgfnubzDYd5Z20sVy7ayuM/HaDKIPt6DamoNvLKH0dZ8MFbpB3eYvHYARHG5dWvs7/7s7w/sx+a89y9LtzbhTiCzOVumpMckwnum91fRzK5QtlmLi8TU7h5SBfcHG0YM2osG4ymDe38lXyKDv8ld9dsQlG5ngXr41louJZ1xgHkCRc2ed/KNee4wuVchdeZ8QXQRaSRki9XKtXVcmFHSWpj/jqSyaofPuEj7UJsFVNnJ0X1YpU6lCXGyeZ6ibllfL45gUcmhLdWU61eSl45X29LZPnekzynfs57ug3mtFB71Qi+7PAE31/Vo/GLNCDSz5WP1X6UGeyJUbtwSA0gIbeMCB+XZnwFl7a6W1cX48xVvbqg09aOk0T6uXLCczwUfQvAVO0efjqa2ey71LQHheXV/PTnSpZofwfAIDQ8r3mId2cNw0bbcmNPYd7ObKjTAfIznCS7pAqfU7v+SC1DCMG6o5ls3rYZUZBMqUcklw0dwJW9/c45v410ZtUGlVWn7TA2Y2Dn8765PlfBns4cF36M5jAASv4JhBDy99vGqKrg7bWxpG75juU2n2Kv07PSOIw4YcoT98v+NKr0KotuOvudCC8VSbllPLnkHx4sfIexuoMc0gRzdfWriFPzKdwdbbhj0mRuGdLlgn52tjoNVR26walYV4RykvjsEtnXaGZ/HzrJR9rdAJQKe2wip+LuaAvATUMCeW7jBC7DlN9rhuYffj9wE7NHhzR4vUvdV9sSKarQU4Q/s/VP4EUhn1w1uMW/ozycbMmxC4RTcwFq0lyEyI2NzOSML0kCfj+QxoYf3meB9gNz0GulcQivdvmaIfcupFuA5a6DX21NoKRSTrc+XXphBU8tP8i4+f/yzfYkyqqNrFEHmx9fZxzAS64v8+U9Y3C0Pb+4ewcnWxJcBjHfMINV6lAKcJUjgM2orMrAvmTL2VtjIurvojSwdy8OqKblC901yRw9ckDOKDqDN1dH86Thc2xOfa58ZLyG26+/psV3RvJzteekpjbRd5iSxgmZ56tFCSF4/dfdaH6cxX8z7uW1ytd4L/1W8pY/ykPf7ZKbpDSTrcdzsC3PBmo/b67t17Ij6XUFeTqSJHzNZR9DGrml1Rft+aULV21QefSHKNj6PotsF2J/ajlSFyXbot6qwxn8vF/O6KvrRE4pj336KwuKH2Ws9iBg2mhorOYgLvY6npgYwZZ547h1aGCzBAxd/UJJVr3ZbOzFQTVUphtpZrmlVdimbMJNMc0MWq/2Z2KfIPPjHZxsce011ZwzdLwmin/2H2uNprYJRRV6Fm9LtDg2uFckA4M6XJwGdKyzsZGSTlKezEFZl5zxJbULQgj2pxSy7XguJZV6AjwcGd/N+6xuLr/dmUz8n+/xjs035mM/Gcawo8cLfDKjPzqthjev783UD7Zgi54pmj146ov4Naortw0LarkX1casPJTOt7/8RkmVwFgnJ8NWtSc/Gsbyj9oXTeSVLJ3ep15y9HPV3c+VjKLaqdbHMoq55iLe+LRnO07k4WnMJRt3jGjRaZQzjq5O6enLL/8Moq/mBAB9y7ZyOG3aeSWwba+OZ5dQGrWC/jamXZLi1U7EhN/LI71afntpjUahsmMk7+bcwAnhz2ERzL05pQwPuzjLwS5FX205wbCoeYzXHjAf0yqCO3Vr6RSXyyPL3uCTW1t+1Le9WxmVwhq7Z8gTrvxoHEdUp5taPJBcl7+bA6ka03u4TNjhTAWJuWV4ubR8Yn3JtNv2hugsdiXmU6E3Eu7tzLTefni7nN1s1opqI3O/2834hHe4xWaD+fjPxpGUePbFoUBLhd6IK2Xcp/uTr9dWcWUfv2bfebctyiut4skv/uQj/X/wV/IByBGu/Ee9l64jr2fB2DDcHC+sf3e6cD93xhxcYC4PkjvVNat1x7KYrOypLSsjmB9hOdh/Vb9Afjs0gvt0K9EpKp1z/iU+awzhcqVFPd9sSzo1McL0Pa8o8OhFXCHU0dufwmwn3JUyQjXprJGbr1iQgS+pzcsrreLJ5QfZGJvDJM0eHtP9zAnhzzsrB6DveiUPXNadXgFu9c4zqoL31sVyfNP3fGb7jfn4YsNk4vs9x7vX9jEnXo/0c2VSpCfPn7iZLpocSoU99+y5Sga+Tvl6ayLRaz7mf7qvOWATxo3V/6HmQ1+jKGyOfJF7RwYzINCjWZ6vh78rG2JqR2bljK/mszk+h69t38ZfyWOz2pulnf6D8xmScYZ7O3PMbRSUm3ZvGqs5yProbBn4quODv48yT/u9uTyfW3nxmr4X7fm9fTuxKPNac1nO+Go5KXnlfL92C9/pTLsoFQonVhqHcoN2M3aKnknafSTHL+CTTa8yd1xYK7e27aqoNlIevY6OmhI6KiX0E8fp3Me/6RObkUajkOUxkEHZH5GDO6DQLbeUwcEXaUT/EnYyv5znl/zFlLz/cbMmGi0qh0UIz6weQ5fBV/HYpK6NDqyVVOp5YPEW7kh/hct0Uebj7xluwOeK5/lhSCDrjmWxeOn/+MjmAzoopdiW6/l1/0BmDu5yMV6i1TKqgid/2M1LlW/jrzEFvWLUzrzi/iqv3jqR0BZaTtX1tOBKXFapXFrcjDbF5vC89ggAFcIWXcQE7G0sg7zDQjvyhd0o7jOuBGCaZhd/Hkzn8Uld613vUlZRbWTntvWss13IIsPVrFSHMaVXwEUNEAafyvM1QImnk5JHWlbuRXvutkAudZTatIKyamZ9sZONsaacRNnCg0hNCldod/Kh7Ue8mDCLNZ88xdwv17PjRB5GVSCEYE9SPjd+toOPNp7gH7U/m4y9AVMS+5TBL/DadX3q7TY4a0gwW9VeADgrlQRkreeE3M2JH/ekELdmEe/YfI6dYmCIJobRmkM42Gi5e2Qwm54ax0c392+2oBeYApEaVEKUdC7X7CQ3U27Z21yOxcQQqTmJm1JOZyWHUV19z1hPURS6du9HimoaGRyoiWVvrPw91IjLKsH22K900Zg+m7YYexIx4lr83BwuWhtOvxE5kSNH/lrK/HWxnDB6M65qPu/qb2Cu/mEShvyXB3kavTDdRMzWrWb3+hXEZMpA/flaH53FZeoOc/l3dQTTel/cwBeAv1cHcvCgZoAnMVcmEG5p6YUVTP90O/uzjAzSxBKiySRQk80V2p18bfMWU/fdzYPvfMmKfalnXHafmFvGnEW/My/jMS7TmoJe1ULL0+qDDLjtDW4eGoSiKEzs7oNzQA8cqQJghnYTv+6WO9l9tzOZUUmL6KNJACBJ9eF1zzf55P4rWizoBdTL31pUoSe7pKrFnu9SYlQF20/kcnnV68ypfpS3DTcyKjKgXj2tRiG87yhShWnG+HDNUXYcPXGxm2v1/jyUzvWG1YRr0vjA9mOu0WzjofEXd6Ar2NPJvKM3gDEv4aI+v7WTgS+pzRJC8NSKQ8Rl1QafYkUAVaJ2tM9XKWCezY+8e3IWad/cwQsvPcO8l15k7qer2Xsqj5EeHffpH+WR6gfQj3meF67sccaRpFHhnqy3u8xcnqjZx8aY7Hr1LiVH0opY8/sPvK77ynxsiWEi3r0nsuXpcfzniu4tsgQl3MeF+7R/8I/dk3xs+yFh5QcpKJM5Vi5Ucl4ZwcW7zOVNah/GnDblva5REd5sVk1BYzvFgGPGDorKZe47gCXbErhXt9Jc/lx7I3ef55bu5yvM2/Jm5Lic8dUiMooq+PNgOgCV2LHIeC0Rw67khSu7c8etd/Km8WZz3Td1n/HiTzsxqjIf3vn4+0gqE7T7AVMSZmPwuFZZYhjsafneSsyV762WZDCqPPR9FFnFVZTgyD36J8gS7pSK2uWNQzQxfKs+g/a3e3ng49/ZEJ1FcaWetMIKPlgfz4sffMoHJY/R69TuusXCkfuV/+PGe560+J5TFIWZ4wbyh3E4AK5KOV0y/iL+El5il1NSxeq/13CHdi0AlcKG/7N9ivl3Trzg1BVN6eTugKNtzQwkgSOVxF3Cv4vmdDitiOJKA8U4s1YdzGLjVEY2kA5hci8/VhuHAGCjGAnK3UhqgQz41xBC8Pu2Q1ypMQ3MFAlHikKm0c3X9aK2I8TTic+MVzCt6jV6VH7FtlI/SqsMF7UN1kwGvqQ2a9XhDJJj9lkcc3Ry5dHQVdzNC/xlHIQqTAEsB6Wa6drNvKb5lHeUD7hOa7n1crXGgcFX38djEyManD6t02rwiRxBjjAtmxytOcS26Et3hkuVwciLSzfyjnYRGsV0E/eF4XLKLnuDd2cOwtO55W5Ggjo6ckIJNJe7aVJkR6gZbI7LYYzmoLl8wG4A3f0a/tIeHNyB7Uo/c3mkcojtJ+S06qJyPX9EJbPSOJQ84cIeNYI+wya3+A3C6UK9nLFFT1clhcs1O3EpOS47QC3gpz2p1I1jOdlqeXi8KafHiDBP7EfezxZjT6qEjp+MYziQXsZ3O5NbqbVtV5XBSHncZjwUU5Bpo9qXib0DmzirZQR7Wg7oJMkZXy1qxb5Ui01XkoQfs5y+4pnwP3jE+CgJau3M5Gu12/gg+y4My25i+Eu/MeLNf3h/fRy5Bns8MP3tJKve3KN7jSfnzKZ/l/qz0cdEeLHKbqq5fKVmB38dyWzBV2jd5q+N4Vn1C3Nf733DdObOuvaiBJ01GoXeXlp+sn2Zg3az+dTmfZngvplsjc+xKId5O+PrduZcef27eLDVZjhGobBHjaBYOLIh+tIe/K/rYGoRPbL/xO7URhnLjWOYOfziLwXt0tGRBDpxVARThmmFQZLM82UmA19Sm6Q3qqxe8yfr7Obxtc3bRCgn6ehkyx8PjeST24aw4JmHSbzsM67VLuRrwxSLUUGAKdraRI4BHg78NGcoNw9pugM9ppsf64z9AVMwzS5l8yV7I/nllkRuLfkML6UIgE3G3mQM/j8eGNfySRx1Wg0VHbqZy90UGfhqDltisxilOQyYchR5hA9rNBG3vY0WfZcR5qVcYzQH2RwvA18r9qdSotey0Hgdw6sW8pRhLrcMvfg36EGejozXHmCt3TN8bPshUzW7ZZ6vZqaqgpV74rCjdsbp1f064eFkay4/dFlXPnZ9hCnVb/G+4QaqsOXdtbFkF1ee6ZJSA3acyGOMcae5vFYdzGWR9XecvRiCPZ0ZoMTyH923fG3zNq55B1DlLL4WUVFt5MN10RbHOndw4NcHx7DoliE8+djTvB26hBf1t5MvTDPxbBUjwzVHKaO273dMBLHYOIWNxj486f4+7z4wk8gGBnZ0Wg3BvS2Xdu0+dryFXqF1O5lfzt/7YykSToBpk5a8XnczPPTibZTS2ceLCCUVN6WcCE2q7O81k63HLftrDc32AtNyR+9uIxhQ9Sk3VL/EWnUw66OzWrqJbcaKvSnM1G40l9c5XsG4bhf/+8lOp6WTu2VKjQQZ+DKTye2lNumPA+lcXfoTaGG89gD/qP0YdvXV5je7i70N948N5fbhgSzbNYKZe47jmhtFmJKGLQZShRdBHRy4ZVgQtwwNrJfIsSEjwjryJAO4CdOH2xCOsPNEHhO6+7TYa7VGWcWVbP1nJd9rtwNQIJz5ymseX03rftHa4OEXQnGRI65KOZGaFDZlyRv6C1FtUClP2IGbxjRzYYvai1Fdm/67Htw1iI+SryZddGSzsTfauJxLPvHsr1Gp5v9XYUvPnr0bHEVtSXY6LRWuIVBhKodo0jmRU0qfzu4XvS3t1cHUQsaWruQxu5/ZrPbmPcN0bho80qKOvY2WR66/jJmf1wZtSqoMvLoqmoWz+p1+SakB649m8NCpQasqYUO+3+iz3smvuQV5OhKpSeFu3RoA1ukHkFFcWe+GQ7pwv0al8UrlG2AD3xonsVntxevX9jLvHti5gyOf3j6Uf2KCufn3iUwrWc6N2n9JEH6I08b33zbO5MbBwSyZ1h1H28ZvgS7r7sPqPUO4V7cKnaLimbmZnJLxl9zunZ9sOkG+6sTt6jP0NRzHTgsLL+91UdvQ1c+V2COdGaLE4KsUkJ6RAfS5qG1ob8qrDRhTdvG27h+2qL3YrPZuNPAFMKGHLyui0s3lnQl5FFfqcbW/uLPZrY3eqJJ4eBshGtOs0J1qJCOHDKmXK/piCfZ0IrWgwlxOlPldzWTgS2qT1mzfx2ca0zLHTOHBMd9reLVX/STcjrY67hkVwj2jQsgqHk1yXjlGVRDg4XBeuadc7G2o6jQMY6aCVhEM0xzj1+T8Sy7w9dm/J3hS+c5cnm+4gaeuG42N9uJNIo3wdSU2OoBBShydlDxSMjKBnhft+dub/SkFDFajzPOAN6l9eCa84fxeNUZFeDJl9fTaA4UVJOaWEdKCyW6tWXxWCUfSLJOX3ziocyu1Buy8QzEmmT6vQpV01soOULNadyyLSdq9OCpVTNHuYanrXfTsVH8X4aEhHbmufyd+2Z9mPrb+YAJbBgYw6izeZ5c6VRVkHNuGj1IIwGa1F6N6hrRae7yc7cjUdTKXg5VMEnPKZOCrmQkh2LBtB19oDqBRBN00J3k24NszvmfGd/NheOjl/BbVhzm7k8hMr01F4WKvY2J3H+4aEXzG9+eZDA7uwFeaAdzLKgBGag6zOS6H6wfUT/7dXuWXVbNiX+1AzgERxl1DgvF2vbgB5wgfF2LVzgzRxACgyTmGqk5udEa61LhdifmMYx8zdJuYwSYeNTzI0NDrGz1nVLgXtloN1UYVAL1RsCUul2m9/S5Gk63WtuO5jKveZI6q/GYcwf19L/6mKzVCPJ0QJzbSQ0nCX8klKvf/Wq0t1kYudZTanOiMYnpm/Yb2VK6BH4zjuHdctyZnmPi42jM4uAPDQjteUML13qGdOSyCAeimOUlcQuJ5X6styi2t4vieNQzQmHY5ilUDUPvdRq+As+tMNpcIHxfi1doOqMiOOeNOTtLZ2RSXw9g6+b0yvUacVZ62rj4u9UbAt53Ia/b2tRW/HUhjmmYnXpjy0Xi52F3UJSGn6+LlwUlhmm4frGSSkCOXiDSnPUdiGKCYPgvj1E5079nwDK7nLo/EzcEGO6p5QvcTm+0e471ft1KpN16s5rZZh9KK6FNZu/HGOnUAk3q03oCToiioHrWbVQQrmTLBfQs4cLKQ/vkrzbmllhomcNfohndJs7fRMnNwF355cDQbXprF5qfGsf2Z8Rx6cRLvzeh71kEvMM2YdQwdRrkwfb+N0BxhV8KltZT/532pVBtUc9lWq2HOmIsfcI7wcSFW1A4gBRqTSSusaOQMqSnb4nMZpTlkLhf7jcDZrvH5ME52OoaFdjxVEnRVUtgQfenmvqvx54GTXKk1JbWvFlpO+k4ksKNTq7Un2NOJ+7R/8KzN99yuW0dudkartcXayMCX1Ob8su+kedcMVSist59yUfN8DAzqwE61dkmfc8bOS+rG5dsdyZzQe7LUcBlVQscn6jXcP75b0yc2swgfZ+JF7Yi7b3USOaVyi+vzdTA6jt4aUxD3qBpI725nl5RTUZR60+O3XcJ5vvYdPMxHth+yy+5B3tB9wdV9/FttujtAiJczCcI0GuusVFKUfbLV2tLepBVW4JO/13xTvl4dwKRGZv96OtvxzNRuPK5bzkO63/BSiri75FM++VduC9+U9ceycKbSvGtzovswQlt5Vqmzd6C5PUFKJokywX2z++NAGpdrTAFPo1DY6jKZMWc5Q9LBVkuXjo74uzuc99L7gaF+7FZN/RtfpYDsxENNnNF+qKpg7c4oRmgOo2AKfl3eyxefizzbC8DH1Y40m9o8meFKmszzdYEOx50w73B6VA2kV0TDAeW6xnfz5i7tGnbYPcRau2dIjj14Sec3rDao5B/bbJ6NvEnty/h+Fz+pfV3BXs4kiTqroPJPyIkBp8jAl9SmCCGIPryXUI0per1HdGX0wD4XdYldvy7ubFN7scPYnU8MV3Lc6Muh1KKL9vytyWBU+XHPSdLw4v8MdzOy6gNsel13QTPozldnD0eSNF3M5QgllXiZ5+u8ZBdXUpGdQLroAMC/ah/Gdj37YPKIME8cqGSM5iD/p/uO3BP7MV6CHaETOaVEFm0CQKMIUoUXV/ZpvenuACFeTubAF4Cu4Pgl3UltTrsT8xh8aukNwGGbXvTtXH+HuLpuHNiZHb63mJNwX6HdSdymH0nIkZ9djfk3LptXDLfRp+pzbqz6D/17Xrx8kg0J8nIhSZgCnV2ULJJyLo1+wMUihOD44V0Ea0wJtHerkYwf0POiLm8bHNyBv9WBbDb2YoHhOuLzVbJLLo1NKXYk5DGq+E+W2r7BBtsn6a/EcXMrbNICpgE2vGoHWMOUNOLlRi3nLaekCu/c2pyTW9RejAo/u5np47t5o0HFT8kHoF/Vbg6mFrZEM9uEvUn5hBtizeWVxiFM69W6Sz9DPJ1IrNPv865OJa+supEzLh0y8CW1KUfTi+lXutlc/ss46KKvLXextyHfdwSz9M/zlmEW0SKQPUn5F7UNrWVTXA6ZdXYiy8GDO0ad3ShRc9NoFIyetR2hCCVVbnF9njbF5RAlwhletZBJVW/xu3Yy/bq4n/X5I8I6co12G0ts32K2bjVD9Ls5mn7p3QRuiM6y2DF2j8MIep3D0pqWYAp81QbfOqtpcolIM9mTVMCgU4Evo1DQdBna5Ow+jUZh3nUj+a/xNvOx17Wf8trStVRUXzozh89FXmmVOW9eJXbsEpGMjWid3RzrCvZ0NI+q2ykGKnJTmjhDOhcHU4sYULHVXF6tDmbqGXK5tqRIP1f+0E3mNv2zLDBMJw0v9iYVXNQ2tJbf9p9kutbU3+6iZGPnGcjAwMYD+y3Jz68TucK0C2eYJl0OdF6A7SdyGak5Yi7v1fQ5601vOndwJMF9hLk8XhPFPzHZzd3ENuOfmGw+N17JsMqFPKe/myyf0a2ymVFd/u4OnFRq742DNJkkyp0dARn4ktqYv49mMl57wFw+5DKK7g1sR92STv/yP3iy8KK3oTV8v9uyY98nwI0e/q13Y+/l24Ui4UiRcKQUB+KzZeDrfGyKyzn1P4U40ZmQsMhzmkXp5+ZAsvsQc3mU9nC9bbIvBbuOxDFIMY38HVf9Ce0+oNWT73o525Ghq82NEqqky62tm0lMQjKRGtPS0aMiiD6hnZo4w6S7vysdh97CWuNAADyUUh7Lf4Wnl22lyiCDX6c7/bPE0VbLgFa8Aa8R1NGJxDrLSeyKEjEY1UbOkM7FhugsRmkOm8sxbqPo6uNyUdug1Sj0P+1vbXdi+x/orDIYyTi2hU6KKV/nFrUXlw3u26q7NYd7O3P8VHoLb6WQ9Mz0Js6QGrItPoeRWtN7q1LYoAsafk59vvDu/UhSTbNdB2li2Xns0sp1XNc/saagXwYdWWa8jCHdQ5s4o+VpNQrVbrW5+EJObb4iycCX1Mbsi02it2LKhxKndqJfz16t8kXcO8Ddonwkrf3PbskrraI8bhM3a9fjgimXyczBXZo4q2VF+Lowpup9+lR9wQP6R+WMr/NgMKpsOS0n19iu577LXFhED3NHqL8Sx964SyuXVEFZNS5pW8z5ntapA5hwEXMPNkRRFNSOtR2xECVDLqtrBgVl1Xjk7TeX96jdGBjU4azPf3RiVxa6PEriqfdMT00Styc8wQNfrCM5z7KDWqk3cjS9iL+PZvJvbDYZRZfWjL0tsdloqQ0IDgvpiK2u9buvpsBX7ah6ZzLkbMpmtD8umT4W/b0erdLfGxxkGfiKugQGOrfE5XKZoXa23Z/GYa2+c1+EjwvH1drZy0punFy2fx6EEJyMP2wOau5WuzE44uwGbWqMj/Rho9oXABvFiFf2NjKLLo0lwHUl5ZaRcFpAaXy31u/3ATh4h2AQpu/JICVTDnie0vj2DZJkRYor9WRnJHNEF0wvEtmm9mTMedygN4faHQwFQUomSrFpt8Oz2QWvrfr7WBa3aNZyuXY3z+u+40b1Na7sM7lV2xTh60IhtSPA8VmlCCFadVSyrdmVmI++ogSonZo9OuLc31cjwjzZuqcnQZosbBUj2pM7qNSPxt5G24yttV7bTuQyQqmdnbBT6cOdYa23m2NdHbw7U5zngB4dJTjW66hJ525vcgGDNLV5PaKUSG49h9mvTnY6Ftwxlsc+msdi8SIeSikDNPG8lnkf8+bfR5H/SBxstaQWVOBcFMsgJYbOSg4V2LJEDUMfNI7nr+pFN9+LP+P5YhJCkBe3g/12r7JF7c1S42WMCm/9/F4AHk625NjU3jCGKBkk5pa16m5e7UVxpR7njJ3obEwz6LapPettonKx9OtiCnxpUAlXUinOyKXaMMwqgq8tZdXBkzyrNW0qUCV05AVMwM/NoVXbFO7jzNvGsWxRe3FcdCJZ+JBeVEGAx8XPMduWJeeVE162B0z7crBV7cn15/jeGhDowVe6QdzJWgAu00axMTabWa08GH6x/RtrucTT09mu1dNb1Oji7cbJE14EK1kEKxkkyh29ARn4ktqQXQn5xKuduLr6v7hRirPWyPrAsx9hb06hXs5E2mSxTPMfPJRSfjaO4nDaVYw7h4Tgbc2Ggwks1BwAoAx7unTt1+TWxy0t4rRlDyVVBjKKKvF3b90OWluy6lA6f9vNI1e48YdxOLt9bzyvn9/QkI48K3pxCxtMZXGIfckFjLCS4E9L2348l4e0ppwZFcIWm6BhVhP0C/FyZtiBRZRh+r2OyJUzvi7UnqR8Bitp5nK1/5BzvhEO83bh6duu5e4lBj7jNbyUYnyVAtwpZnOdDVPmavfzlM1PFufGpS7jyY8e5slbrz+vQHVbEZdVSrfKg7jZlHOFdifb1R5W9XoNHcNZmz2QROHHdrU7Sm4ZtO6GXu3CroR8+ipx5vJOejPzHGZUNqee/m4MVGJYbPsOLkoFnxquJC7rGnpayQ1uc6s2qBTEbMH71C51/6p9Gd83vHUbBXi72JFo15VDlQbzsfisUhn4Okdbjucyqk5+ryP2A3jW59x2yNVpNTiGjaI03h5npZKxmgM8G51xyQW+9pzI4Dfb/7BPjWC92h//iMmtnt6iRoinE0nCl2CycFKqKMxOBQa1drNaXfsdrpDanW118nwU4UyXwBAcbFvnxlKrUXD1C8EJ07KGnkoiR9rxzo4FZdXYJm3EQTHtCvK3cSBTep/b1OiW4O9mXy/4Jre4PnsGo0rKkW0EKLn01ZxgjOYgl5/nbjRuDjYU+g7DKExf+iM1l1aer7Tjh8y7HO1RuzIorHWXhdQV4uVsDnoBcsZXM9iTlM89+icZVfU+91c/QrfQ4PO6zrDQjrx070zusnuPDcZ+AGxXe1rUSRH1B1QiNGn8T/MK7377Kyfa8dLVLfE5DNUcM5cTnPoR7Gk9M6o8vDoxR/84bxpmsVntQ1JeeWs3qV3YdjyXtwwzuazqHV7U344+YFir9ffcHG1Q3YNwUUz9vV5KQrveyXtvcj5DjXvN5dXGwUzteXE3FTgTRVHqDXbKvK7nbmNMNvMNN/CefjpbjD3xCet/XqskxvQIYIvaC4COSgnFx3dRqb90clSqqqAycRd9NSe4W7eG67VbGB7asbWbZXb6UnxtYaJcGowMfEltyPYTljfRI89y692WEhngxXERAJgSRsecbL+7mqw7lsVkzW5zeYMyxCrWsSuKQjcvO17Q/Y9vbV7nPZuP5U4/52BHQh6XVW80l9eogy9oG+Z+EUEcFqaEml01qUTHxjZxRvuQWVRJUFHt+2OL2ovhodYz0y3EyzJQkFFUSXm1oYHaUlMqqo0cTi0CFE4KH9aoQxgUfP6zUXoHuLP08WvYPuRjrlbfIRfLmSR71a7M089mru5lHudxjqqBALgrZbyrLGDeD3vabYd2z4ksBp5aUpopPAiK6G1VS9mDTlvWmJQng8rNYVdiPqBwQnRiiXEy/SNadyZJpy4hZAl3AHpokjic2n53dvw3Nodxp2b3q0Ih13cU3q6tu0tdjXBvy5lJsr93bsqrDWw7nkuM6MKHxuu4Vf8cYyPPL6g5JsKbjWo/c3mE2HfqfXtpiMksoZf+kLm8w9idoVYU+Ar2cuKYCCRKDeNn40iKjHakX2L5Qc9ELnWU2oSiCj3xWcXUjdUODWndD5hendw4tieQ7iSjU1Qq0o4AI5o8ry3aHJPGG5ooAAqFE3bh43C0tY6PjxAfd67L2YK7UkaG6MD7cgTwrC3feZxXtKYEtpXChkSvCReUn2ZEmCdbtvSir8aUkLhj9nYKy6fi7mjbLO21VjsScikQzuxUI+mjnOCATV+e8bee3EvBnk4oCog6sZGEnLJ2u1SnpUWdLMBQJ9Ck1SjmPEDny9Xehv9c0Z2yiRFEpRSSkFuK3ijwdLYl1MuZEK+bcLTVUak38n8/XsbdcQ/QXZNMhCaNIZnLWHOkW6snn25uRlVQlrQXJ6UKgB1qd4ZZ2dLp02efJckEwhestMpAbGaxxbEhrdzf6xPgxtFjQfhoD+CulJGZEg/0adU2tZSjx47wnCYVgCgRxoDIsFZuUa0wb2eClQx6KomEadLZlnVLazepTdkan0uVoXbnWa1GYWzE+Q1id3CyJdd3NOR9TqFwQmCaTTbGipait6SdCXkMqzMbOdl1AJ2sKM2Kl7Mda7TjWVE9xnwsKbf8kl8aLGd8SW3CodRCntAt51/bx3jP5mNCtdn07NS6N5a9Atw4dmrkHcCrPJ680qpWbFHL0BtVyo5vN0/z/0ftx/gerb/MsUaErytxp2be+Sn5pGZktXKL2obs4kp0sX/irphu1FarQ7h8cOQFXbN/Fw92K73N5RGaI+xMyLuga7YF24/n8Yc6gpnV/6F31Zd4BPdDayV5HgDsbbR0dTXwX91XLLP5L//RfSt3+LkAe5MsZ3t093NttnyHTnY6RoZ7ctuwIO4eGczVfTvRs5ObeaDB3kbLf2cMY77T4+Ydm+7VreKL9QcRon3N+orNLKF3nRH1nWp3Bl/AzLqWEHQq8KWg0okcSguy0RvVJs6SGnMotZC6Exh1GqXVE0b36uTGURFkLtvnHm2Xy7pSC8pJyyviF+NI8oUzG419GddKm0idSbiPCw9of2eh7SIe0f2CyIlrd597LWndMcv+8eCgDrg52pz39Qb0jGRa1WsMqPqU9wwz2BCTdcn8PvYeT6evchyAZNWbkDDrSu6oKIr5+6lGoszvKgNfUtsQlVJIfyWeIE0W12m3EuzbATtd6yaODvVy5rimNq9LdyWJI+nFjZzRNh04WcggY5S5vMnYm9GtvMy0rnAfF+LVAHNZyY29ZL54AaoMRlbsS2Xusv3c8Ol2Zv9vL19uSSCnpPEg7JdbTjBH87u5/CuXcW3/Cwto2tto0QYO4YAawleGqSw3jrkk8nztqBPc06NjWJj13CjU8Pf04CbtPwzXHmOAJpaEdpwXqqXtT8ziB9tXeUb3PUM1xxh0kZNuO9hquf7yyfymjgTAFgOuufvZm9y+ll/tTsxjqCbaXE526d/qO8udLqijI1M0u4mxu5Nt9o9whbKVtAK5nORCRKUU8pTuBx7TrWCM5iA9/JxbfaOQHp3cOFYn8NVNSSQ2s/3NLv83Nock4cfj+gcYWPUpP9teTe8A99ZullmEjzPHRW0/xV+fQkZRZSu2qO2o1BtJP7qFx3U/EaxkADChu88FXXNcV2+OimCMmN6fJ/Mr2nXOyRqqKqhO2oWdYkoZsUPtzjArWuZY4/QZyYm5MgeldaxVkqQmRCXncvep5VPpogNdglp/hxmtRkH16QGn7uu7a5LZn1Hc7qb5bo7LYZKmdtQ9y2u41eR7AFNH6B9RG/gKMCSTXlRpVVOOW0pMZjFPfbeFCYUreFSzi05KLnnClW1xPZizdhJ9hozlwXFhdHS2szgvvbCCnF0/0fXUcoZ9ajid+lyGq/35j/zVGBruxzXH/2suZx5v3zO+soorST3tRre1l2GfSRefjqSd9KSzkkOIksHX2e2/c9oSDEaV6pT9DNVEM1QTjbexAMfgi7/cZkoPX25zvpH9xeH8aRxGCY547kq56EG4lrQ3IYsZGtPOfmmiIwEh3Vu5RfW5O9pSZdcBO6EHIFDJIjGvrN5Iu3T2DiTnMV+7Dlelgmzhzkedr2ztJuFsp6PIrTucum/sqSQRnVFMn87urdqu5rY5Lsf8fxUNQ7r6W9XsZV9Xe1J1tfnewjVpxGeXyp28z8I/MdlcbfibGbpNPKz7jdurn2ZKz/EXdM1IPxf83Owtgo8borMJ83Zp5Ky2LzarhAh9NJzqMu9Ru/GkFfb76ga+7KgmObf9BevPlZzxJVk9IQSlKYfNeT6i1DD6B7q3bqNO6ezfiVRhmv0UqaQQm9H+dvo5EBNPL00SAEfUIPp0s558D2DqCKXV6QhFKKmXxM6O0RnF3PDpDp4peo1HdL8QrknDUamisyaHmbp/+UX3HGN238/973zNx/8eNy/LMBhVXl6+jaeVJeZrLTJex/3jmuf3OvK0HDyJuWWkFrTfUaaolEI6UAyYZhm62Ono6mN9nb5QLycSTu3w46pUkJ+d2sotapuiM0roZazN67Fb7caAwIsfbNJoFEYPG8Yy42WUYMrZse5YFtWG9rHMTghBSeI+HE997+9SI1s9z1NDRIcQ8/+DlUyZ5+sCCCEoTDmC66nUCvvVcPpbSTDXwz+MImF6r/XQmAJf7YmqCnYnWSYnH21lA7mKomDsGGEuhynpxF8C/b3TCSHOeUOTP/fEc7l2FwDFwgE1cPgFDxArisK4OhtdOVHBpui0C7pmWxCVUkg/zXFzOd2lp9XNRgZT4OtR3Qq22j1MtN2dlOUkt3aTWp0MfElWLzG3zBRZP2W/Gn7BiYSbS6SfiznPl7NSSUFaXCu3qHnllVZxLKOEd/U3sFvtyka1r9XNaFMUBaNn7dr6cCW13XeESir13LNkLyWVBt4x3IheaDEIDSdUPypEbSL5sdqD/KQ8Q+CG+7nj7e9YsD6Ou5bsZVDyl/gqpmVRG4198O1/xQUlta+ru58r7qfljNjejmd9RZ0s4AfbV9lndx8f2yygT4AbGisaIa8R4uVsDnwBaPKPX1JLgpvL7qR8BmtizOUMt354udg1ckbLuaqP5dLkkipDvd2P26oTOaWEVtV+7+9TIxgSbJ2BLw+vAEqFaRZ0kJJJcl77DfS3tJT8ckKragPL+9Uw+nW2kv6evyvH1CAAfJUC0lNTWrdBzSw2qwSn8nTsqU2TYI2zl938QqgSpj5GmJJ2yezsKITg76OZ3PTZdia/8A3Tnv+Uy9/5izfWRJNV3Phyz4ScUrxPrMBZMdVbbRzClf1Dm6Vd47t6M1xzhP/ZvMF+uzm4ndxIUYW+Wa5traKS8+mviQdMG355BfZo5RadWZCnEw5UEaDkolEEdkUJGC7xHJRyqaNk9U6PrCfZ98DfzTqW2kX6ubJNBDKJfZQKewwFKVQbVGx17SOmvDsxnzzhyiLjtSwyXoujrYYDrTC7oSnevl0oyHXGQyklQpPKH+28I/T66hjSCk0j4gdEGI/r76fcqy8jBg0k5mQ2dsd+ZI7mdwIU003wNO1uCipceH69aTbWLm4kQMllkCaG+Xb3s3TqhSW1r0ujURgR6smqwxn4kcdI7WF2HvdixqDOzfYc1iQu8SQRGtMIp7+SS79A67hJO12IlxNrhL+53MmYSmZxpVWOUlqzvQk53KCJBSBXuOIT3LPV2uLrZk+/Lu5EpRQCoMXIX0cyGdv1/Hbpsia7Ewv4xjiZHWp3BmjiiHYaROcO1vm3GujpRLLwoYeSTICSQ0pO+5v5fbHsTymgn1Lb3zth391qfu+Rfq4cFYEM4xhFwpGynASEECiK9Q10nI+dCXm8YfMlQzXHOCRCed7pBatcQhjm486Jw/50V5IJUjJJzMpv+qQ2rtqg8szPB7E5tJS3db8SoM0FLVSV2rBhez/u3X49E8Zexv1jQ9Fp699/fLU5njna1ebyct3lLGmmXYCHh3Xke63KaO1hAKZodrI5Locr+/g3cWbblZkSQ0fFNMAepYZZbb8vuKMTy4WvudyZTFILKi7ppfgy8CVZvf0pBdylmCLr1UKLfZd+VtPR6OrrwoOG8fxqHEmK8Eag4UROKZF+rbvjZHPZlWjZoRgY1NEqg3rhvi7EHQ5giBJjGonNyKC9bjUenVHM97stR5rTAi5n2eyhpxIAB5Na0IsFf83E8ch3PKT7DRfKWWi41ly/Clse0D9CsC6PN++cfEG7+pzJiDBPeke/yxzdKgDuPd4JIQZZzfu2ueiNKjYZezmV15V9alf6dXFv1TY1xNfVnnRt7QyhECWDhJwyGfg6B0IICpMP4qqYZvTsUbsyqJVnIU3p4Yvu5E5m6jYyXhPFnJg3EKJXm3+vRaUUoKIhWgQSbQzkymB/q31NwZ5OJApfepCMTlGpzE0Ehrd2s9qkqJRCbj01k0IvtNh1HmA1v/dIP1eeNVzBl4bLyaQDoJBaUEHnDo6t3bRmsedENjM0cdgqRjqRS69g6xysCvNx5rjwp/up91tV9gmEGGM1fyfNTQjBUz9FMfTYq8yy2WjxmJ2i53Ltbi5nN4s3Tubm6Dm8OXOoRW6n2MwStFFL6KIz5W/bbOzFoOFjmm0nYkdbHQSPoTB5Ie5KGRM0+3j2YFK7DXwVVejZm2vD3Zon6K+JJ14N4A4rWYV0Og8nW3JsO9dk4iBEySAx99LOQWl9d7CSdJrjSSmEakw7kBwVwfQOurBdSJqTq70NOvdOJAtfxKm3U0xm+8n7sOe0fA+Dg6zzwz3Cx4V4tc6yn9zYc85/0FZ8uC6a/krtklpHWy0fzOxnsetVgIcj784azIwHXmWe//+4Uz+PLCxn6nk42fPKHVe0SDLsEWEdiVFr8671qooith0uP43NLCFCTTCXD6ih9LWSZTmnUxQFQ4faPG6mwFf7nhnZ3BJyy4ioPGwu71a7MTi4dWfAXhbpTR/NCa7XbsFDKaVH+W4S2kGOqQMnCy3K/aw4iXhQRyeS6oyqOxQnob/El5Ocr9ikk4SfmkF7VATS04r6e35u9lQ5eJNJR8AUZGkveb5UVVCauMecS3enGsmQUOvZvbuu0/t7/vpksoob38W6LVu6K4VNh+IZdGqmMZiCVz8bR5Ej3MzH7tSt5a3s+5n9wXI+23SCaoNKUbmeN79bxZPaH831PhLTuWN4ULO2cULPAP4yDgLASalCjf+b4sr2udzxwMlCKrBngzqAdwwzWa0ZTXcrnuygetTmoAxSMklsB/2DCyEDX5JVK6824JQbZS5HqWFWk9+rRqSfZSLrmIz2cYNfXKmnPCOOMCUVBVMnfrCV5liJ8HFhg9qfjw1X8Wj1A8RUe5uXArYnx7NLcYz5hV/sXuI7m9eIVJK5b0xogyPOPTu58fW9Y3jgzjuZNbgzg4M7MK6rF89O7caGJ8YwIqxlOrZdOjiS4DrQXB6lOczW+PaRe6iuqJQCep7a+AGgwC2SDk62DZ/Qyty8AykTpnxUIUo6J3Iu7Q7QudqVkM9QTW3+oeMOvenSyrM9Qr2ciXboby4P0xxj+/G2/V4rqdRz/LSgbF8rnUkJpsBXsqgN0NQsJ5HOTUW1Ecfsuv29cPpbUX9PUZR6/b3odtLfi88upUd1bVB/lxrJkFYO6jfE382eVG3tbLQwJY347PbxezhdRlEFb6yOphAXZlS/QJQaxpPqw2Re/T1B93zLh71+4U3DTebcrioKKXp33lgTw9A3NvDY2wt5teT/zLOUfzaOYsjoqfg2c7qYqT19+Yth5vIUdrD2SGazPoe1iEopsCj36uRmlStharh5d6H8VL8vSMkkKe/S7vdZ729KkoBDqUX0qZPv4QAR9Ork1sgZF183X8tIf3Rm+/gC3pdcwB3aNay3m8d+u/voq02md4B1/exr+Ljasdd2EG8bZvKbOpJ8XDme3f5msyzblcKtur8BGKk9io+dnjtHBDV6jqIojAr34o3revPTnGEsvnMwc8aE4u7YcgEaRVGIDI8gVg0AoJeSQFRsYos9X2vZn1JIDyUJgFJhj3dg99ZtUBNCvJxJPJXgvrOSQ3JOYes2qI3ZnZDDEI0p4XqRcKRDSP9WX16jKAq+Yf3JF84ADNVEsy0+q1XbdKEOpxYxQ7ORh7S/MEJzGCetwapH1N0cbci1DTCXg+TOjuflUGohfU+ltQBTf8/a+hynp7FoLzO+diflM7DOjKIkp75Wu4RTURT0HcLJEa7sMHYnkw7tNsH9hxuOU1Zt2pE7H1euq36JqbMeZMbAzgwI9ODV6QOZfO/r3Ou0gL1qBC8ZbqcaU+qK/LJq+hoOmnO9xqud+NZjLvePbf6d2d0dbbENG2f+HhqvieKv/Sea/XmsQU1OzRrWPBsZINjL2TwjuYuSfcnnoJSBL8mqRaUU8rHhaq6reon/6m+mwGsgDrbapk+8iLr5udBbOcE83Q98bfM2Str+1m5Ss9iTmM8gjWlJnStluHYKt1hOZ00URSHCx3IkNq6dLa2r1Bs5um8zfTWmpXVH1CC6Dp6Ii33z5udqLiPCPNmq9gJAqwiU5C2UVRlauVXN60TKSTprTHkzjolA+lnhxg91hXg5sdw4hg8M1/G4/n6Sc9rXe6QlCSHIPnGADorpBmuXGsngUOvY4XZYuDc7VVPQ1VUppzhxf5vesTPqZCEztRt5wmYFS23foK+PrdV+99QQHWt3SOuiZF/yy0nOR9TJQvrVCXwVdehryh9kRSJ9XRmmOcrzum/51uZ1StJjmj6pDTiQXEC/U7nV8oQLPsHWuUtdDTu/Hgyq+pRZ+udZbhzbLmd8pRaUs3zvSYtjNwzswmWRlst/+3Xx4LNHb2TVgK/ZIixz235rmESV0HFADeVh25f44PbRLXYPdWW/zqwxDgHAUanCM3lVk7tNtjVCCHJSYrlKs41QJQ0NqtWtQjpdkKcTCacCXzpFpTKn/Q1CnwsZ+JKsWlRKAVXYsl9E8KVxGkGBzbP9bnPq5utKb00CD+j+YLz2AJ0rY8grbfv5Bo6cOEk3xZREPVoE0ivUOhOd1ojwcbYox7WzEcCNMdlcblhvLi81XsaswYGt2KLGjQ73YrvoZS6PFFFsistpxRY1r9IqA04F0ebyUTWI3gHurdegsxDq5cwS42TeN0znD3UEiUVGKvXG1m5Wm5CcV86BUnfuqX6CrwxTWWkcxtAQ61j6PSS4AzvU2tmGPasPkpRX3ootujBHUrLpfmom5QnVj9BA6/7uAejg2Ymbq59lZNUH3KN/8pJfTnI+olIK+N44nv8ZJrLZ2IuA4IjWblI9kX6uDFRiuUe3hlHaI3gUx7SLAZ2slGhzUP+gGkpfK7+Zj/C1HOhsjzO+lmxP4nK24orptdnpNDw5qesZ6zra6njx6l6suG+4Rd7JHNyZXv0S73VZxNcPXUlgx5ZLaj4h0oc/NOPN5Rnajfy452QjZ7Q9KfnlDNDv5UPbj9hg9xQ3aTdY9TJ8MO3sWDcHpWNpElWGS7ffZ11DKZJUhxCCqNMT3FrhB0xQR0dOKEHmcqSSQmxmCcPD7FqvURdIb1SxydyLRmuaNbBH7doiSdCbU7i3CwoqnZUcuionSc20zplQ5+uvw+n8n3YPAFXChszOl1v1zixujjYQNJLy1A9wVKqYpN3LK4dTubxX82yh3dqiM4rpqdSOnEUTxKzTOuPWJvi0vxchICmvrN5ybam+XYl5lGPPenUA69UBeDrb8YGVvP8CPByIse8Lp/qyAzVx7E8uqPf7bguEEJSePIydYgomHBCh9LXypSQAgZ7O/KLWBvrbcuCxNQghiEopJFsdwhrVNGtkfhfr63OE+zjzEbUbt0QoKcRkljAg0LoDRY0pqtDToeAwnMp+cEANY7yVB77CTxvojM8uRQjR6kvPm0uVwcihvVv50fYjKoUNHxuupnjw43i7Np6ba0CgBz/NGUZSbhmH04pQhaBnpzGEejk3el5zcLDVEtRrFNGHuxCpSWGAJp53d2zlgbGh6LTtY57N0fRic3oLgFS7MPybOV9acwvydOQbtbbfHUQmKXnlhPtYd3+1pbSPv0SpXUovqiSnxHLmlDV2gHVaDUav2tH2bpqUNp/nKzazhN6idufAfWoE/ax0t7oaET4uvKD7ls12j/GF7XvY5hxpNzs7VhmM5MduxVspBGCT2pvxfcNbt1FnYWyvIP5R+wLQQSmlOHZzuxlpOpZeTDdNirlc4t7D6pdjOdnp8D2t45wgE9yfla3H8yzKQ0I6WM1NlqIodOjSg2JhysnTV3OCqJT8Js6yTulFlQRU1OYaOqIGW+X3/umCPC3zIckcX+cmo6iS7NP6e9Y40Glvo6Xco3bWTVcltc3n+TqUWkg/TW0u3SNKeL0k/tYm3NuyfSUVVfXuF9qytUezmKY35XO1V/Tk48Jtw85+hn+QpxNX9vHn6r6dLkrQq8Ytw4L4wTgOgN1qV8rLitkQk33Rnr+lHU0vMm9oZBQKOr+eVtMPaIiLvQ2xDn14vPo+rqt6ieXGMZf0UnwZ+JKsVlRKATdpN3C3dhX9lTg62GusdgQ70N+HFNWU76WrcpLY9MLWbdAFOnCykF5Kgrmc597LNIPHikX4OHNc1G5xHaimtJudHbfG5zLOuN1c/ksdzOQe1rPNe0Mmd/fhr1Oj9wDjjNvZfiKvkTPajqPpRczTz2FS1Vs8Vn0/zgHWndi+RoiXEzoMhCppDFaiSchpf0tEmpvBqLIp1rLzPiK0ZXZEPV/9gjpyQDWlAvBWCjmZFN/EGdbp0MlCetWZSZloE2613/t1nd7G1IJyqg1qK7Wm7Tk9YbSbg43V/t49/MPNu+N2VU4Sk9m2A18HUgrxUWp3qqvy6YudzroHcTq5OzDYJpEfbV9hn90cZmtXEd+ONjRaFZXCVVpTn69c2JHW+QpCLmIA63z1CnAjzvcKLqt6hxnVL3JQhPHtjuTWblaziUnLI0IxLd9MEP6EBlh/PxzA0SuYX9TR7BcRlOB4SS/FP+fA1+bNm7nyyivx9/dHURR+++23Js/5999/6d+/P3Z2doSFhfHNN9+cR1OlS82BlEJu167lPzZL+cn2FQYEOFltZL2bnysxwjT93VmpJD+9bd501DiYUkCvU0nU84UzPp2tf3aRl4sdqTZB5nKEktpuEtyvP5bFRM0+AKqFlrxO4/F2se7p1QDervbk+42hRDiw2diL3Wo3/jrcPra4PppejBEtcaIzv6qj6NrJOvI9NSXEy4mNtk+wwe4pPrN9v93P+BJCEJdVwj8xWexLLjivYMT+lELGVm/iBu2/eGLaEWlcN+tIbF+jfxcPDojaHJjOuQfaZO6ho+nF9NSYAl+qUND697Ha7/26Ajs64UUhN2o38rTue8YoUaQWyOWOZysqpYARmsPm91e/Lu5W+3vv5u9OvDDt4tlFySYhvW3nrjxwspAH9I/Sv/JTbqp+jvA2kFNPo1Hw7+DMEE0MHZUSwpQ04ttJf6+sykD1iX9xV0zfzevUAUwb1K2VW3X2rhsWyYk6g9Bbj+dyKLWw9RrUjCrTj2GrmFYtHBFB9PC3rl1nG3L6jGQ54+sclJWV0adPHz766KOzqp+YmMi0adMYN24cBw4c4NFHH+Wee+5h7dq159xY6dISm5xGuJIGQLToQo8g3ybOaD2Rvi5Ei9q8D3Z50RiMbXe0N+PkcbwU0yjmYTWEPlae7wFMy33wqu0cdNWcbDcJ7hPjD5t3D9yjdmNET+vb5KEhY3oFM6jqY27TP8uf6nBWH8lo8wnVqw1qvWS63f3bRp6sEE9nkoU3AB5KKdnZ6a3copaz/UQukxdsZtL7m7nrm71c/8l2Bv73bxZuiD+nv8F/YrKZq/udd2w+Z6fdXAb6aPBzc2jBlp+7Xp3c2CAG87L+Vq6tepn1xv4cbIM3G7HpeXQ1j6j7EdZGRtTdHGzo6ZjPWzZfcL/uT8ZqDlzSo+rnKjY5jW9t3mSv/f18YTPfqlMrdPNzIUY1BYc0ikDNim6zaRXq5tLNx5Xtak+rXGJ6Jna+3VCFKTgapklvNzO+NsZmM0HsNpf/VgczMbJtfA4CXNnHH09nW4tji/453kDttiO7pBL/itoUMEfVIHq0kX7f6fmAZeDrHEydOpX//ve/XHvttWdV/9NPPyU4OJj58+cTGRnJgw8+yPTp03n//ffPubHSpaPaoKLNjEKjmDoT+9Vwq94ytquvCzFqbeArTE1us8ltS6sMOOcfNpcPihD6tIEcKwD+fv5kCtPfSYSSSnwbX4IAkJJXTklRATuM3akWWraqvRgZZl2zTRpzRR9/Kqnd6KGk0sD66KxWbNGFO55dSvVpge0efm1j5C/Ey4kE4W8ua/LiEaJt3rQ15qc9J7n5y131gt9vG9/FZuPLzPxo41nNyBFCcOTIAbpqUgE4KEIZ0j24Rdp8IRxstai+fVhsnEqUCKcKW46kFbV2s85ZddoRc2L7wyK4zQSUAegQYv5vsJJJYm7b7ANcbKb+3n5zfy9NdLTq4EukrytxonZWVBdDYptNq3Ayv4L8smqLY20hpx5AkJ8XacK05DxMSSO+jefWrbH2cBqTTm1kVCFsqQoaZ/WpRuqyt9Fyz6iaz0LBFM1ubGJ+52h62/s+quv0xPbHtSEEt+Aumc0pxNMJLwoYq4niLu0aynJSmj6pnWrxHF87duxgwoQJFscmT57Mjh07GjynqqqK4uJii3/SpSUms5heam2C2yg1nL4B7q3XoCZ0dLYjxzHMXO6mSWmzeR+OpBXhShmFwvSBfkyE0t2vbdx8RPg4E6ealiB4KKXkZLX9rZS3HM/hqAhmlv55+lR9wWr7qXSz8t0D6+rk7sCwEMtlgL/sT2ul1jSPo+lF3Kr9m0d1K5ig2Uewu67NdExDvZxJELU7/PjqT5JT2n6SAgNsO57Lql+/Zahy1OJ4ZyWLSZq93Kf7k1fyn+TuRas43sQsgSNpxfQrXGcurzcOYHw36xx979nJMvh6JK1tfQfllVbhW2dE/Yga3Ga+ewA8vPwpFqaZgEFKpkxwf5aOphfRx6K/F2bVg20+rnak2tYGv7spJ9tsgvvDpwXHPRxt6NLBsYHa1iXc25n4U0vqXJQKirKT2vwgjlEVFMTvNK+42KT2YVxv6xtoacotQwPxtlf52fYlPrVdwEs2S3j7j31t+vdzLL3YnNgeQPXphUZjncuxTxfk6cRM7Ua+sX2HF2y+xb/sGOXVbS8VQnNo8cBXZmYmPj6WnUQfHx+Ki4upqDjzCMkbb7yBm5ub+V/nzta/3lxqXrsT8xmkqe0I5br3tvobSye/cCqEaXpvNyWF2DY6+nTwZCE/GcfRt+pzRle9T67PUKvfra5GhI8LcadybwDY5Ma02SUINbbG55r/X4E9fcMD28yXbY3r+ps6p1qMjNVEURa/pU3vwHQso5gbtf/yqO4XPrN5jx6+bWPUD0yByBRNbf6NECWjXeX5KqnU8/oPG1ho8yHf2LzFFRrTIJurvY5wJQ09ps+y3ppEvtA/y6Ofr2o0wf+v+1O5TrsFMOWc2u08nn5WelPe6/TAVxsbYY/OKCFR9eV7wzgOq0FEK2FWm+D8TII8nUkWpv5uJyWXk7mFrdugNmJnQj5DNdHmcl7H/rg5WG9/T1EUFO8e5rIpwX3b7O8dyyhivs3H/Ff3FTO0G+nZyc1qc6udLtzH2aK/51uVRN5ps9famiNpRfTVHzSXN6p9Gd/NuxVbdH6c7XTcNrqbeQWGl1JE35PfsfZo253tfywtn0jFlKg/RfUiKKBTE2dYj8AOTiTWGfAMUTJJukRnJFvlro7PPvssRUVF5n8nT7b9WRvSudlzIpuBGtPIb4boQECI9e+Y1tXPnZ+MY/jSMJVFhmuJzmibHaHaEUCFFOFDRGe/Rutbk3AfZ2LrLEEIUlNILWibSxDAtMxqT1K+xbGRYda1m9zZmNrLj1CbfLbbPcQ3tu/woOZnVuxLbe1mnbe6O/ucEP6Et5E8RGBKCmzwqJ2dGtrOAl+fbjrBo1Wf4apUYKcYmKrdxZxRwRx4YRKPz32YuU7zSROmGYhdNDl8UP0iD36xlpP59TuBFdVGkqPWEawxddZ3qN0ZPqCv1Qaee3ZyxZFKhmqOcZd2DR3z9lHahhLcH8soYreI5FnDbK6sfp0y30HotFbZTT2jIE8nkoQpF6lWEVTnJjZxhgSwPyGD/hrThkApqhchYZGt3KKm+Qd05g/jMD4xXMkS46Q2O+MrLi2XqzQ7uEW3gTu1f7WppcUBHo4kKrX9vfB2sKHR1uO5jNQeMZdTPQZbXT7Js3XPqBD+53A7BmH6DJ+jW8lXf25sszONUtIz2K+GUyCcOSraTn4vMKVCKHUKNJeDlYxLNgdli/cofH19ycqyjPBmZWXh6uqKg8OZ38x2dna4urpa/JMuHaoqKE/ag6NimhGyU41kSKj175jWzdeFFw138l/Drfysjm6zSx1P78D1bCO7lgB4OduRYRtkLrf1jlBKfjllpcVA7ay1IcHW/144nbOdjj49elJ5akbkCM1RNmzf3SY3gBBCYMio3dmnrXWAAFy8A82zU0OU9EZnPLUl2SWVRG1ZzUStaQfUbOHOH12e5umpkWg0Cj07ufHewzfzguf7JKmmYGWoJoP5lS/ywBfryCqutLjeT3tPMsvwW23ZOIZr+1nvKG+EjwuDtfH8YPtfXrD5lqma3W3qhvxYumVbu7eh7x6A4I5OJIraTXgcS5LOaxfRS4nBqKJP2oWdogdgp9q9TXzHRfq68rD+Id4yzOJvdVCbnfFVmX4Mm1PfZcdEYJvZpQ5Aq1Go9IgwlyOU1CaXrlu7rfG57DB254AaygnVj/CIHk2fZKXsbbTcMm083xonAuCoVDG3/BPeXhPTyi07d8WVeg7n67hV/xz9qj7jcf39beq9AqB41g54BmsyLtkE9y0e+Bo2bBgbNmywOLZu3TqGDRvW0k8ttVExmSX00tcmV9+lRraJjlA3X8ub39SCCkoq9a3UmvNTUW2s92EY6dd28kkpioLm1M6OpcIegLjsttkhBdiXXMAbNl/+P3vnHR5ZVf7xz73T0vuk97pJdpPN7rKFpS+9VwF/oqKAdAQVQQVUEBQVsYAoIqiIDRDpvZddtu8m2fQ+6WXSM+2e3x+TnUmyJWWTTMn9PM8+T87snJmzO7l3znnf7/t92Wq4nj/oHiIneIyUKN/M/n3p6HT+5TgBcHbCOn3kfz5pct/cO0qG3d2hqFRJ96ksOUCGMcylTEmVOmns8q2SuEPx981NfEP6r2v8c8dlfOe89ZMUWmEBOh666kzujf6pS/mVLzfz4PAPuO6Pb9Ez7nfWP2Ljw7f/x8manYDTcHso+xwyjSGL+C+aHQE6DWMxy13jArmRvS2+89lOVUn72nWVFhNEo+IOfKXSQdNBlIT+wM6mPn7+RgV3Pr+H371bPecEU2nrACWKW+HymVLAusyo+VrmgrFsyr6ooWfY55Qs3UMW4kerXeNyJc2nPPXA2dlxP7lyywHdln2JMZuD7Y19/NpxEedb7+V068/Y6IMK/4mcXZTA+0nX0Cac1/QJmt30fv6PAyoZvJ19k5IyEjY5kJw4790LHIzE2BjX5+BsvqIGvmbE0NAQu3btYteuXQDU19eza9cumpqcHQLuvPNOvvzlL7uef+2111JXV8ftt99ORUUFjz76KP/+97+59dZb5+dfoOIV9AxZ+PkbFZz72484+efv8LWntvLfnS045uCvtLmuh/VyuWvcFLqKxAjvP+xnxQajnVIC42tqo8qOQa6SX+Kvugf4vvZpkqSeAwJ63k5KQiwbxn7LcssT3Gm/2qc3Qtsb+1gtVWOU+jlO3kN2apLP+G9MpSQlgr1x5zMmnN4tl2re558flR1+khdS1to/qbNPkz6bhPAAzy1oDmQag6kd93vQSQ7GOms9vKIjx2pX2Lz5Y47X7AGgWTGiKf4C2bEHbk7DA3X84qqz+UHo/S4Pkny5ifsH7uTa373A66Xt3P73D/ie/feuOY/Yz+eq4/MW5x9zBKQkp7g2twVSI6Ums2cXNEPGbA7auzoJxl2a7muH8LAAHb0Bbs+hdKmdRj8rJ+kftXHdX7fyxGO/ZPnHN3LBrquIeffbfP/hP3LLP3fSPzq7ZN8nNd1skN3fA+1Ra4gJMRxmhneQGxfKxO2eEBzQQdbbKW8doGDcswigRs7wKU89gLSEWJoUZ5frbMlElY9WWoDTX3dit2iHpPWJIPDhkCSJH16ygXuVK12P3a39K/f952NGrQ4Prmx2lE1RI+fEhWLQ+ob38X4yYoKpH0/MxEgDdHW2e3hFnmHWga9t27ZRUlJCSUkJALfddhslJSXcfffdALS1tbmCYAAZGRm88sorvPXWWxQXF/PLX/6SP/3pT5x22mnz9E9Q8TSf1nSz6aEPeOS9WqLaPuDNoYv4bt1X2fnsg1zwuw9mvfH7sLqLZxybeMFxNPuUFJIyfUPqa9BqyDQGA4J4elglVfmcz9e+tgHWyhUcp9nL1dpXSY0yEKj3rZt7blwobUQDzl2prwUfJ1LfUEeK3AXAbpHFynSjh1c0dyRJ4oJjivmv4xjA2YUpo+UFdjWbPbuwWVLeNrmzj5RQ5HPByMwJnR0HRBD2gXafL8l6t6KDTZa3XeMnHGfwlWNyDvn8yGA9P/vG+Xw7+P4JBrxmGs02rn16O7trW7GhBWCPkkFP7qVs8IGS++VJ4ZQpTi+PMGmEnpbqaWZ4B9UdQ1wmvU1ZwNf5xHATR8tlPtW91kV0luvHdD/Lqg9Z7FzxxBZiK//G7/S/5QzNVtbKlVymfZ//GH7M8WU/4Au/eeugfnmHYmt5Laslp59rrZJATs6yaWZ4BwE6DRkxwUgopEgdFEr1PlVWDM7vsgLZHfhSYpej8VL/wkORExvCQ/ZLuNF6Exdaf+TTpY47msyTxsviwwgL8N4mDzMlIyaYklO+xGuOowBn0OXLA3/k1+/4xncTQJmpn4mWI75mbwGQHj3Z4F70+H7Ccy7MOvB1wgknIIQ44M9TTz0FwFNPPcX7779/wJydO3disViora3lq1/96jwsXcUb2N7Yy5VPbcU84szytYoYZEmQJ7fwY91f+GH3t/j6b1+acbnFqNXBZ7U9vK6s5Zu2GznD+lOOzfOdjibL4sN4TX8nmwNu4in9g1S0+U6ZCTgDX8tkp2n3oAgkKjF7mhnex1T5cU3n0JyUh55mcMxGePcO13i7ksPqtEgPrujIOasogf8aznWNv659jUffLj/MDO+j3NRHvuRM7jQpRjJ8qLPPfjKNwfzFfhpHjT1KkeVxPnPk09Tr2wf0V3Y1c8F490WL0NKUdDb50yiGYkMDePCaC7jFcB91Sjy32a6nE+c11k40l1jv4QXH0Xxf+23uOa9owf8N88HypDDKRLprHNxb5hOZ9fK2fnJkEwBJUg/B4TEEG7QeXtXsiYpJpFRJ5z1HMZ8ry/zKQPj7/93LnpZ+/uU4gVrlwKY3F2o+5sHh73PVY2/OKPjVN2yl2dTEp0ohVqHhHWWVT3WwK4wPZJfhGj4y3MpPdY9T4WOBr30ms0vxZRLRpCYnTzPD+8iJC+UF5RheVjZQJVLoGbG5ytV9jV2N3STSzf4Ay6q0CI+uZz752jEZ/Cf2ZgZEEAAXaT5i38cvUOYjnYe7TDXsNlzNP3T38QXNez4Z+MowBlM3wYMyaqyZAR+z45kPfKddjorX0T9i46ZndmKZoBRoFdHsU1Jd41VyDU8od3H7n16aUTbss7ruSa+nkWWOz/EdlcuyhFCXb0yYNEK3ybci6o2mVpKlbgAqRIrPmQuDU/E1EYtdmVUG2lvY09JPieTOiO0hl+VJvvd5TMSg1bDpuON5z1EMQLLUTXTNs5SafGPzAzDYWuFqvFEmfM/fC5wlWVJILF1EsF8ZWevDnR2HLHZGKt/FKDm/Y95WVnHy6pl1hkuMCOTXN1zM7XF/5AOleNLfDRLEXfI3+eFXzvKJcnuA/IQwyicEvvKlBp9otFLZPkSO5Oz06hASQYm+ofyZSnpMMGdb7+dK23f5neMCv2kZ/3Z5B//b1QrAGAZusd3ALdJ3+W7Oq/yQbzAonNdHsVzHL8bu4fonP5zW4/T9qk5qlUSusH2PVZY/8JR0PuszvV9VuZ/chCi6hfM7OVcyUdlm9uyCZklvaw2hkrO0uFxJ88nvstSoIPTayUdZX1R9CSEYatrFpwE3s9lwI1/XvMqqVN9OdE5EI0vc+YUT+ZnjiwA86ziO3Y507nhur9c3ObLYHQT3lBEujbBBU06K1OVzxvYAKZFBNOJOWGTIbTT4kSJ5pqiBL5U586u3Klkz+A563JubdcvS2XX2K9wY9DNahNOUMU3u5BHlXm576l26p8nEvFU+2ex6dWok4UG+I/VdFh9KhXAH/rRd5QjhG2ojRREoHftc4wol1ec8VgCig/WkBFq5U/t3ntT9jDu1f6faBzdCpaZ+Vkj1rvFobAkBOt8qOz0YX1qfxpO6S13jG7T/43c+ovrqHrIQP1zlGpcpvtfRcT/Osmw3dT4c+Hq/spPjxDbX+DXlaM5YHn+YGZOJDw/gH9cey73nL6cgIQyNLBFq0HJucSKv3HysTyktg/RahiILXONCqcEnAss1Hf1kS07FV5OIJT3eN02d06d4JPmD4suhCH7y6r5JjzUZcrnl+pv52f9t5Jpv/ohvh/2crvEg0Aq5gZvND3LzM9sOe6h9cTyQBjBEEAXZmT71HbcsPox94/s9g2RjrL3SZ/Z7o1YHIX3u791y4XvG9uAMqGRNaThS5YP7vebeUTLHnJ9HvNSHguRXgS9wqvNijruGCyw/4tu2azETyl5TP//4vGn6yR6kqn2IZRP24mVKuk81/dqPXiszEprBsDBQqqRjFiF+VYo/U9TAl8qcaOoZoW3r8/xG/wiv6u9kjVTBhsxo/nDFai5fm8rPbrmKnyX+hholEYBMuZ0fj/6Em/762SG9ZMZsDmr3fMr58scE4mwrf1K+78jewbkRqpigeEuzN2Ayjx5mhvfQ0jdKmt19c68QqdOWCnkjkiSRGhfFVZpXOVGzmw1yuU/6fJWa+ikY95JqF5Ekp6R5dkHzRLBBy/rjTnOpvhLoob/yI584nJe3DtAk4vir/RR2KNnsk3PJiPGtzj77yTog8OV7h4X9vF/Zxa/tF/Et67W84liLNeMEIoP1s3oNnUbmivVpvHrLsdT85Az2/PBUfnN5CanRQQuz6AXEmJRN/3hJSYHcSLkPlGANdjYQPK6krBHJPtcxaz9TzcFbzaNY7N5fano4Xt7TSljPbrS4uxbefU6hq8NpYkQgD1x7KXeE/MRVyrRRLqWtehcPvFZx0NfsHBzjw+ruSY/NJljtDeQnhrFPcX8vp1jraO0f8+CKZk5VxyDLJHfAoVKk+Vwjo/3kxIaQKbVyhryFyzXvUOOD+70dTX2skt0K/xpDAWk++N0zHdeflM2gsWTSY79+p8arO6JObWjUH76MUB/1XtMZcyi0/JmzrffzpOMMNfClojJTfv9+DdfJzrbx2XIrCZoBHry4CK3G+SsVbNDy4JWn84vY++kUEQAcJVdxadvP+MF/9xw0K/ZeRScX21/lYf2jbDNcR4lUzdlFB/pIeDMJ4QE06zNc43y5kQofMbgvbxtweRcBmPSZxIV5f3elg5ERH0XDeC17jmSipt3s2QXNgR5TNeGSs0zGl5VFB+PLG9L5k/YynnMcyybrL/hMKeRXb1VNP9HDlLUOsEtkc7f9Si60/pjehI0+Zwa8n8yYEE6Rt3GP9i/8VfcAHT7a4UcIwQdVXfQSxnPKcdxg+yZH56cf0WtKkuRzDQsmUpgUQbmSDjjVA6aWxsNP8DCDYzbCh+pc42qRRE6s72XUgSmHVYFW2Hyy1H4/Qgj+/t4u/qH/Ce8bbuMSzfusSArnolWTvQ2jgvX88OsX8V3Nt2kRMVxivZsKkcoTH9fzr60HKjr+u8PEGlGObjyYFqTXcLqPBb4SwwNo1KW7xvlyk8/4fFV3DvGBo4hf2S7iZcc6+sILfK6R0X5yYkP4s+7n/F7/a+7SPk1Nh298BhPZ2dRHiVQDwJjQEZS60qe/gw6FQavh3vOWT3qsb2iEJz9p8MyCZkBZ6wCF400gBkQQUUm5Hl7R3MkwhrDf3gJQSx1VVGbCwJgN0663WCk7N6plShqx675AStTk7ESgXsN9Xz2T7+q/z4hwBlDO13yKsusZ/nyQm9x/PyvjTM0WABzIBKetJDnStzIekiQRGJ+HRTizAflSk0/4q8B+Y3v3BlUTX+CzX7y5caFUCadRa6Bkpb/Nt7zWhi12wszuMoQykcZyH/QUOBQhBi1HH3cq37JdR8N4l5l3KjrZ2dTn4ZUdnqnKGV8sDdlPpjGYE+TdXKl9g+M0e6HbdzosTWRf2yBdg5NL6I/3oYYoC0FhYhi7RSbVShIvOI6mubMXmxf7qNR2DbvKHAFqSSY9xre++/cTGqCjJLiHl/TfY6/hKn6gfdqnfb5KTQMs736NIMlCstRNgdTIjSdlH3RvkBIVxNe/fCWn2X9FmXAnAH/wQilb6npc4zGbg08/fIt/Ge5ls+EGvqF5idML432umYEkSTiM7kP8MqmJinbfSHRWdwyyQ+Tya8dF3Gi7hZD4rOkneSk5cSFUj+/3giQLgx3108zwPupa2kiXnVYv5SKNFam+4208WzZkRXNCnhEtdi7XvMOHhm/y1sefMmbzTmVsc0sTCVIv4ExCF/iw1+6a9EjOLkrgppOyeegLxVx7gu9e93NFDXypzJrnt7fwBd50jR9XzuHq4w5+8cSEGPj2lZdyu3ITipD4t/14/ufYyE9eKef9yk7X83Y1m8lt/CchklMm/qLjaM5d7ZsXZG5CBJXjX8LpUju1rV0eXtHMqO0YIE9ydnRsUoykJvpW9nUieRMCXwCG3opDlth6I/vaBsiX3CqNfSKDvHjfVEAciq8enU70lHK0X73t3cGXqR2IfNHgdD+ZxhDqJrS2Nlqa6Ru2enBFc+ODqsn319SoINL9sERkNhQkhvFT++WcYv0537TdSL09hlovLmWt7hgkZ0LgaygsC4PWN9UnAJFRMayQGwiVRkmX2n3a5+vfW5u4RPO+a/xW0Fmckh93yOevSY/iRxeumvSYzSH47tMfUD1egvb4B7Vcbf0rANHSIAME8aUNvlnKb0zKdJUV58tNM2ri5A1M9T3N9dHSYnB6R1UJtwIxZrTOp77LFEUgdex1jZ0Kf9/dW8yEb5+ax5c0b/OA7gmSpB7Os7zMS7tbp5+4yDgUgWbiZyPSfLr64uyiRH73xVV869Q8LlyV7LPlzUeCGvhSmTVvbK/iZHk7AD0iFFveucSHBxzy+YWJ4Zz1hau4wPojbrdfgw0tioDr/76Dj6q7sNoVfvP8e1yrfQlwdnT6j+FCzl2ZuCj/nvlmos+XRhJY2nzDuHuwo84VeKwQqT5bagKwLCGMKiXFNc4SzV598JtKqamf39kv4AzLA3zb9g16o1f5lOnvTAg2aLn2eHdwW4+NjurtbGvo9eCqDs2wxc5AdyvRuINfvrwBSokMpFFy32Mz5Vbqun3nGtnP1toO7tD+g5PkHYQywnG5MT6rVJ0vIoL0JEVMDv6Vmbz3QF7TOUSO3OIa6+PyPLiaIyfKmOjyusqQ2n3WR8XuUKja8yn5sjMhtl3JYe3aDcjTlHdfvDqZbxyXCYAGBz/UPsXzjpv4ye+f4K4XShl8/9ccoykDoEXE0JJ6vs8aeS9LCHc1NEqQemltNU0zwzuY6nvqy/u9tKgg6nDv93KlFmp8aL/X0DNMlsNd6l0m/Mva4mAsTwqnNeUcRoUz+XmJ5gP++XGZ1zWHqO8eJkeZ8NksgaCkv6MGvlRmRXPvCMkdbxMgOTs5vuTYwCVrM6aZBWesSGDTyWcysbZ4xOrg0Sef4mu/+Ds39dznCrr8y3EiZx63wWcP+ssSJnd2DDNXeK2Edz92h0JpL9xmvZZH7efysmO9z5oLA4QH6jCHZrvGy+Qmylu99+A3lbLWAWxo2SfSeNZxPEnJqdNP8kG+tD4NY6iByzTv8p7hNv6m/ym/fXPv9BM9QEX7IFdo3mR7wHVsNtzAWk2VT6vwtBoZS4Q78JgptVHb6VsHdIcisDRt51rtS/xZ/wvu1f2ZDZm+2Q1wvimYcnAq8+L7X3XHINmSM9vfrBhJi/ftUtX0mGAahFMVlSh109Lt3SXch2JrQx9H2za7xs87juWiVcmHmeHm9tOXcdKyWG7X/pOvat8kShriKe7h6h3n8z3t067n3WX/GrefVTzva18s8hNC2TehoVFA7z6v3++NWO04+lrIkVpcHmu+vN/TamRGI3Jc4xy5heoO3wl8TfSQAmgNyCE27NBiAn/hC8cV87zjWABCpDEKul7zuu+pstZ+CsebTAG0B+ViDPVN72MVJ2rgS2VWvLq3jTPkz13jd3QnsDF7ZgeNm07K5pxit8KgRKrmH/r7eHrsRkpkp6lju4jkX5FX8dWN6fO67sUkLy7U1eJ6TOgIY4gaL2+v3NQ7Qo8jmOeV43jQfhkvKhvJNvruRgggOHGZK5tUIDX6TAkCwL4pvnD+mmEK1Gu4/oQsjpP3kCT1ECuZyW78N5/V9kw/eZEpn9DZJ17qIyAq0WeD8/sJMmZgEU5fnUypjVofU3xVdQyywl7qGm9R8lmT7pvKkflmomIgAAv7TN6ppASo7hpiveV3nGO5jzvsV/n0IRz2B76cVgEaSWDtavDsgubIW+UdLnU/QHPs8Qd4uR4KjSzx68tW8lH8V/nEUeh6PFV2lyb/xn4+hcddzIpk3/1+y40LpUI4yzQHRSBRDHh90KWmc4jLtO/xluF2yg1Xcpy8lywf3+8Z4pfhEM7Eeq7U4lOdvMtaB1x7C7uQ0SUuP/wEP+GkZbG8EXS2a3y+5hNe2Oldismy1gEKxm1HxoSOkKQCD69I5UhRA18qs+KDsiaOlp0S9XYRSfLyY9BpZvZrJEkSv7ykeLxTo+Ae3V8m/X2XCOc6cQf3XXqMT/t7BBu0dIcXcZLlFxRYnuSPjnO83vB0qt9DTIieyCn+S75GfmLkBK+1DupbfaNrnUMRB2yc831YWTQdl69N5WnD5Sjjm9ZrtS/yyJt7PLyqAyk1DbB8PPPXL4KI9uHOPvvJiA2ncVyZki61U9/pO8FhgG0NvayT97nGjaElxC2BTPlMKEwM5zLNu7yl/w5lhq8hte/yujIScKpPWvpGGSGAvSKTT5QVPn8IT48Opl64PTKDhxu8XgU0FSEEu8v2upQou5RMVhXO7tAXGqDj8Ws28e/8X3OP7StUKslYhJZKJZlbrdfRsepb3HaKb99Hgw1aysKP4xjLw6yw/ImXlQ0HJK68jeqOIXIkZ2mxTnKghCf7fBInPT6GJuFUimZLrdT6UGfHitY+UiWnsX2NSCI3aWmolmVZYsXqo9k3bkuyWq5m+64dOBTv+Z4qNfVzle3b3Gi9iZ/aLyc/SU2s+Tq+1UJFxaMMjNkINH1KgM5Z5vieYyWnLk+YZtZk9FqZX19WwrL4UB589wrOVj4iTuqjVKTzRtA5/OiLJ/p09m8/GQkxvNnn3uh6e4vrqYq07FjfPngA5CeEUa6ksVKuQ5YEjrYyhDjR6/1/mntHWK/spFDTQLVIYouST06c/wa+AnQazjh5E6++so6zNZsxSgMktrxCqWkVy72oe47J1EC85CxZKlPSKfSitc2VTGMwtSKRXEwYJDsjnXXAOk8va8Zsa+jlLNnZsbVHhBKXvjQy5TOhMDGMj7GRIzsz6Om2Opp7R0n1MuP/uq5hJsbjJAnfD3zFBNOouA3g0+iguXfEp+7jNZ1D5A9+Bs4G1bzjWMVphzG1PxSBeg2//uJRfFqbwRM7v05DzwiJ4QFcuCqZ43L9o3NdUkISe3vdgaOKNu9OdFZ1DnLJeODLInQExeVMM8P72d/ZMYMOAiUrw521wAZPL2tahBCUtg2x0vI42ZKJEEb5ip/7e03k/JVJPPvhMeTL/wDguNF32VJ3OkfPsJJoIRFCUNY6QL9IoH68EdAf/GDft9RRA18qM2ZzbQ9tSgT/sJ/IiZpdfMQqfpkRPevX0cgSN56Uw2Vrb+C9ikso7x8j2xjCNctiCdT7dtZpP8sSwnizvMM19nbFV03HICfIO6kViZiE0S8CXwUJYfxYWcWwPZB9Sip7lWg6BiyHbcTgDVR1DHK6/DmXa98D4EvS/cSE+Lb6bjouXZPCN96+gLPtTj+Zr2je5G+fXcFPL/YO7xebQ8HQVeb6xiwT6Sz3g/LTLGMwmyd0dgzor8PuUNDOUMXraVobq4iSnEH7PUomazKiPLwi7yEhPIBmfRaMB5UKpQbKWvu9LvBV3Tn5uzElMsjn9wEhBi19gakwnvtKHze496XA16e1PRwru/0W9wSt57YjOJAfnRXD0VmeP8wuBMsSQnm9zK0o93ZbhYb2XtIl53rrRAJZ8b7/XZYbF8LrIplTcZbmRg/X0j9qIzxQ5+GVHZ6uIQvdQ1YY93QF+FnC0gl85cSFss94Gpidga9TNdt4bl+nVwS+WvpG6R+1TXrM35sOLAXUwJfKjPmouptykc6d9qvBLjgmK/KINqgxIQYuWZMy/RN9kKmlaRVeLn3v6Wjkr/qfA/CWYxWtsU96eEVHTnJkIFt063jbstr1WHlbv9cHvqo7h1g/ocOZHLvM61VqR4peK1OyYRO7PshipVxLodxI0+536T+zgPAgz29cqzuGyBP1rnGZks4X/GADlBkTwjOK23cxTbTS3DdKRkywB1c1M8wjVowDZTAeE94jMjklRS1D2I8kSWgSVsB4h/gCuZF3Wgc4Y8XsVNoLTXXHEDdoXsCGhmqRjGw81dNLmhek6EzodP6cLrVT0TPi2QXNki31PZwggjEL570gJnu1338PzZX8KYGKivYBhBBe+/812lGFVlIAqBLJ5Pq4px5AWnQwVaQxIILYJ1KxoqOmc5DVad6dDKmZYmth0MqkRXv/9+98snr5cnZ/mEmxXEeh3Mg95aWIs/M9fv2UtfZPGkcE6UiKCPTQalTmC99I66p4BR/XdE8YSWzMiT/kc5c6efGhJNLNbdp/87jul5wy+hpdgxZPL+ugKIpA013tGjeKOL9QfMmyxLKEyQHIfV5eggBQ1T5AjuQsTzKJaFITfLvD2Uy57KgU/qac5hpfzNs8v7PlMDMWD2dnH3fgqycsz+szyTMhMlhPsyGb1x1H8aj9XHYq2dT5SBv4stYBiiZ8JuVSts+bos83mckJNIyX3C2Tmij3QoP7mo5Brta+wvd0/+AnuifI9hM/w+iYBAaEU12XLnVQ3+M7HVOFEHxe38vt9m9QYvkDZ1nuZ12mf5QlLgT58WHkSU3cof0Hf9H9lFVjm+n00v3eiNVO2GCta1ylJJMT6/vXnE4jUxl5IkWWx7nUejcfKMVe32QADvTXzY4NQSN7Z8B0odiUH8u7jhIAFCFh7C+lrtvz98uy1gG+qnmdM+XNpEodLE8M93gwTuXIURVfKjOic3CM+ik3omNzPC9F9VbSooOJ0Y1xs+YFAEYwUNk+6JVtcE3mUVKUZhgX79WIJM71g8AXODOxWxvcreTLvbwEAaCnvZEwyakOqFaSyfWh8pgjITYsAPuy8zBX/4UIaZjT5a18bWctV27M8PTSKGsd4MrxrkujQk9Iov909nHEFnJt462ucV3XMJvyPbigGVLW2k+R5D7AWWNWzLjRylKhIDGMcpFG+rjvzWBrJd7me9PT0UKE5Nxb1ChJfnEIB0g3hvAD25UMEkSDiCfBCw5yM6W2a2i8/AoEMiaMrM+cva3FUiE5MpBsXS/Xyi8BsE+ksa9twCsbbdR1DbuM7QGqSeJGH/fU209WfDiVXaOucZVPBL4G+bH2SbpEOKUig/DYszy9pEWnMDGMHwadgGkkhvccK+khnFX7Oj3u9bivpZtHtX9HLzmoUpJ4LvE5j65HZX5Qd4kqM2JHo5ksyUQYzs1biEF7gLxbxY1GltDF5mIVzmjSMqnJa30fajqHyJZaXeM2XapXBujmQkFCGCBIpJuT5e20tzR5ekmHxaEItL1VrnG18J+D4Ew4/6hMXnGsByBIshDX+g5NXlAi1NDSQprsrFsqF2kU+FFnn8wpZY113d5/WAAoazGzfFzx1S4iiU/J9PCKvI/CxHDKlTTXOH6k2quUxxa7g0DzxPtdMjl+knRJjw7mRWUj7ykl1IsEGnwo8LW5brIyMCE8gJQotcTnUMiyxJhxhWu8XKrzWnV5bdcQWVKbazwUmuXznnr7mbpXmuof6I00tXXyZe1bfEv3LDdqX/ApH8D5QpIkcvJX8qzjeHpw+s1NrjDyDDbTXvSS06ixVGT4RUMjFTXwpTJDdjb18Vvd79hluIaX9d9jdfLSk+POltykaGpFEgBZUivlzV0eXtHBcQa+TK6xiMn1GzlvfkIY12pe4tOAm/mT/pck9m9lxGr39LIOSVPvCBlKs2vsL/4bM+WY7Bje1h1Pnwjhr/ZTqBCpvLSndfqJC4iiCMbaq1xB7L1KBoVJ/hP0z5ySVa3t8o0DenVrF887jmWnks1WJY/lfvSZzBcZMcHUyO6AYKHceIBviSep7x4ma8J3T5VIJstfAl8xk5sItPaPMWZzHOLZ3sWuZjMSimu8NiPKb/YEC0VccgYdIgKAIrmeijbvuc4mUt897DK2twuZAGOWh1c0f0wtda9qM3tmIbNAdFW6fnaWnfrH/W+2HJM9uZR6a0MvNodyiGcvPJ0DY6SMVbjGe5RM1djeT1ADXyozoqKhhWVSE7IkkBAUp6lljtOxIimCfSIVAK2kMNhc6uEVHZyaziGyZWdwoVuEkRCf5OEVzR958aHUkOwaF0iNVHpxh82qjsFJZQidhnSiQ/xDfTcTdBqZpBUnsNbyKHfbr6RSpPLKnrbpJy4gjb0jbLZmUmh5krMs9/MXx2kU+kFHx/1kGp2KLxmFFKmDzs5OD69oeoYtdvb1OPih/atcYP0xN9lu8osum/ONRpawxxa6xgVSA2Wt3qM8ru4YmnS/6wvKIMTgHw4c6QcxqG7q9bx6dSa0NNWy23A1z+ju41LNe5SkRHh6SV5PfkIYexRnkDlMGmHAVDXNDM9Q3z1MtOS8B7QII6lG/7lv5ieEsVqq5G+6+9lquJZNo294lcJ1Kj1DFuIsDa5xjUhakoovgHWZk5sQjFgd7DV5Lnhc1jpA8QQrhUpNDhlLrOmAv6IGvhYZk3mU9yo7eeLjer7/3718Vtvj6SVNi9WuQNtOZMnZF327kktJmv+U+iwURcnh7FNSXePwgSr6R2yHmeEZOjo7iJXMANSKRNdB2B8I0GkYinT7MeVLTZR60cFvKjWdQ+TIbgWEZMzz4Go8w1nFydgm2E+Wtw3Q1j96mBkLy36FjA0tZSKdweB0Yv2kFBggyxjMJZr32We4ko8Mt7JydDMDY953n5rIvrYBhHCPNbJMnp+Yos83CcmZ9Ajn/02+3Ei5F93/qqfc7+S4ZR5czfwSbNCSECJTIlVzvvwxJ8k7DvBJ9UaGLXZCe0sJk0Y5WlNOhtROkRr4mpb8+FD2Km51ZZi51CsVfg3dw2yw/JY1Y7/natu3SI8Omn6Sj5AeHUygVuJYTSlGaYB8qdGrfV2rOycH/uvlFFIil2ZJcUyIgdzYYM6UN3Ov9s/8XPuYR8/Hu1vMFMl1ANiEBuKLkNUqJ79ADXwtMnc8t4crn9zKvS+X8/ctTXxe731dlqayr22APKXONd4rMtQM4AzIjQulRnL7q+TLjR7NYBwKucedmaxRkkiP8Z/AF0B8Uga9wikfL5AbKW3xvs9gP3WdQ66Ojq0iiqT4OA+vaPFZkx5JWMBk1ce7FZ5TIU1VyBQmhvlV2U9qVDBmwjBIzmBXptxKnZeXO071S8w2hhCg8w+fmvmmICmc79u+zqWWu9hk+YVXlTrWdA66yuw7RARJ8QkeXtH8UhAl8V/DPTysf5QrNa/T6AOdHctaB1gxQelQKrLGvTJVDseyhDD24m7EUkidV6krwdmt0xl8legmnGqRTIafGNuDU+Eq4twK13y5yasC/VOpnrDfA7BG5qJdwg1a1mfF8F3tP7lC+zbnaj5le43nbC4qGltdn02FSKEgdWl0V18KLN0rzENkGUPIkVo4V/6UGzX/pa7Le8uu9lPWOsByucE17gsrICJI77kF+Qh6rYwjzm14ukKuZ4/J7LkFHYQhi53osQbXuEYkkuFnga/lyRHsGzd4jpXMNDc3eHZBh6Glx8w7Sgk7lGx2KDl+91nMBJ1G5vg85yYjkgEukj/kg3LTNLMWjtIpwWp/83nQa2XGwtwHtkypjdpO7za4r+4cIgR32Ziq9jo0hYlhvK6sZYvIZ4AQGnpGGPQSRV9nm4loybkHqlaS/M7fJtoYT79wKmoy5Hbqu72/1HFPi5kiqd41HopeoQaVZ0CIQctwlHu/VyTXsbvZ7LkFHYS+ERsDY5M9Tv2tfCsjOYEW4bRiWSY1sa/V7NkFHYaajkFXcGVQBBIZn+7ZBXmYDZnRfKo4A5cGyY5o2uKsOFpkhBDYW9xVTnuULFaqYg+/QQ18LTKZxmC+r/07v9H/jm/r/kNfZ8v0kzzMvrYBCqUGACxCR2By4eEnqLhIS0mjWXGaNhZJdZQ1e5fCr6F7mBBGGRXOQGY9CaRG+Y/0HaAoOYJy4VbeBXR7ZwkCQHWPjW/ZrudC64+50XbLkgx8AWxaFsuNmv+yzXAdv9Q/xkjtZx75zIQQSKbtPKp7mOs1L5AjtfiVv9d+AuOysQinyi5HMlHl5d2wGtp72G24ms8MN3KP9i9LqgHEbMmNCz2gEY03dJyzORT0fVM6OvrZ55gWE0KDiAcgkR5auvo8vKLp2dNspkh2Kr56RCjxqTkeXpHvkJaa7gq6LJfq2dPsXVYm9VM69uo0EokRAR5azcJQkBDuSnSGSGP0eqnXGkBTezcpsrPpVY1IIneJ+nvtZ21GFJuVfNe4SNlHRfviK/Yae0bIsLp/b3YJNfDlT6iBr0UmMyaEOuGW88s91YiJZiVeSIOpjSzZaTC9T6SwLDFqmhkq+1mRHM4u4eyaEyhZGW7e4+EVTaahZ5gnHWdQYPkz68d+S3NIid9ldwsTwygT6a5xPvUHlEp5A/0jNnqHrZMeW6qBr+NzjZgwohnPuK1lDzuaFv/Q2DFgIcdSypmaz7ld929WydV+p/gCyI6PoE4kAuOKrzbvCtBPRemsQCMJEqReQhglO3ZpHxgOR4BOc4CSyhvKHRt7RuhXAnnOcQy7lUzKRDrZRv/6HDNigl2BL1kS2Lrrp5nhebpMtURJzgDJXiWTFeqBb8asTI1gr+JUz4ZIY/Q2lXt4RZOp7x7hes0L3KP9C1/RvEFmpNbvSusKEsMoF25v3RBzhdd28rZ31bh+rhWJftPRdq5EhxjoiljpGq+Sq9nZZF70dexuMVMsu8u9mwLySF6i3mv+iH/d8XyATGPwpMBXosNEpxd3HVEUAR3uboRlSobq9zALipMjeNOxhqftm/iW9Vp2DYTQM+Q9n3fDuNmuQKadaBKM0R5e0fwTbNBijljuGhfLtQeUr3kD9VP8XzSyRIqfqe9mSmSwnt7Y9a7xRrmMzR4wOi1r7Z9U5l2rzfY7RSQ4SwUrhbP7qU5yMNbuvVnyvmErcaNuz8lKkeJ3SqH5piAxjGKphis0b3K79p9e4XtT0zlImUjnW7brOc96Hx8GnUp4kM7Ty5pX0qPdgS+AkOFGr1UbA4zZHASZK13jfSJV3e/NguLkCF5zrOVP9jO42XoDu/oMmEes009cJBq6hzlH8xlXat/g+9qnSYvxv882Ly6UygkK/3ypiQov7OQ9anUQOtLoGtcr8QftBLvUiE/LpUs4VfUlcg07Gxd/37ezycxeJZMtyjK6RBjhKcv9ytd1qaMGvhaZ+LAAWuRk1zhTaqW2y3v9VJr7Rsh2TDQ6TSdf3QjNmCxjMG9rjuUH9q/znHIcZkLZ40Xm6lM9R9Jj/O9QDxCVks+AcGZsVsj1XvUZ7Ke+ewgZt59BSmQgOj/Lxs6GZTm5VClJABRLteyqblr0NZSaBljuKvPWoosv8MvOPrlxoVQpKa5x5FCN1/hATaWma4hcudk1rpNSSfPDYOR8UpgYzo90f+Fe3VNcq3mJOlO7p5dEdcfkfY8/Bi/TY4KoV9yBrzSpncYe7/X5qusaJgf3tVWhpJCzxMuvZkNefChvyMdyn/0KXlQ2MkAIu7zI56uha5B0qQOAZhFLqh8GvgL1GoYi3d1h8yXv6mS7n4aeYdpFFP+0n8AWZRnlIs1v99+zYVVaFDsUZ3l1mDRCT2PZoq9hV7OZPzjO4VLr3Rxl+T1Fqf4nCFjKLN1TlYeQZQlHVJZrnCm1eXUHrX1tAyRL3a5xkz6buDCDB1fkW2g1MsuTJm8uPFGydSimej74a8ZpeXIkpUoGo0KPScRQ1dLh6SUdQH3XMC/qf8DHhpt5UvczMvyozfhc2JAVzSeKU6mnlRQCWz9b9JKFyqY2siRnZ6FKkUJ+csyivv9ikWkMphp34CtXbqGqwzsTMlUdg+RNaAFvicrzu3Kd+aYwMYzycd8bWRJouvd5xDR4ItVTGijk+GG5apBey0Cg+7rKkNrHu+p5J1Udg+RNCCr3h2YTYtAeZobKRHQamRVJkz0gdzd7T5Ktv6uZQMmpQKsX8X7XwXs/UUm5DAmnd1m+1OR13TXBqb7bIXK5w34Nl1rvpjxkPUF69VorSY1wBb4AEgb30L2IVTIWu2NKoFRiZUrkor2/ysKj7hY9QHhsquumnCm1ebXiq7xtkHvtV1A49gTnWu5Fk6BKPmfLqrTJN81tDd4T+AroLuVx3S/5vvZp1kgVfusptSI5nJttN7Hc8gQXW39IaZfd60pO6ruHyZDaSJa6SZM6yPAzv5vZclR6FJuFu0R1vVTK1kW8doQQWEx7XJ19SpV0ilP8z9gewKDVMBqZ6xrnSc1UdXhfeQg4lUIZktNzclAEEhmXOs0MFafvjbv8Z5mo8/jnW9dhJgD3gcZv/W1i3InOdKmdhh7vDXxVTggq24WMIX7ZNDNUplI8xRNtd4vZI+uYihACTZ+7eqNBxJPpp/u9/MQIKoUz4Jwid9FoavXwig5kqrWFvyadZ0teXCjlmjzXeJW0uD5f+9oGsTrcSSFJgiI/3fctVdTAlwfIjA2lftz3IUXqpKnTewIhU9lvAj5MIHtEFjmJ/ql4WEjWpDmbAUTTzyZ5O73N5dgcns22A/SP2kiy1HCKZjtXa19ludzgtxnAgoQweqVwHDiN+x2KoNzLDO77u5oIlpwHwQYRT8YSl70HG7SMJG5AEc5A+1FyJZvrFs/voa1/jJQxt99NqcikKDli0d5/sYlIyGJYONW8yVI3lV7oiwLQ0NFLsuTshFUv4smJ879ynfkmLEBHZ0iBa7xSrvVo+Y9DEYR076bc8DU+1N/ClzRvHWDA7y8YjQmYhfN7NV3uoNGLA19V7YPcZLuRG6w3c7/9/8hMUEt8Zsv+wFccvZwlb6a3sdQrGlh1DVpIcLgDQA1+rPgqSAzjcftZfNN6PZssP2dHhx27F+y5J9IwRfnpr0nn2aLVyJBUgk049+pOg/vFOyPvauojgR7Aec1mGUMIC/Av78mljqqr9ABZxmDqRCIraEAjCaxdtcAxnl7WQamZUo6wLH5pq1Dmwuq0SM6Qt/B7/a8B+IXtEspbLzwgM7jYNHQPkya5S/4aiScl0j+DLcEGLVnGkEnlNXtb+lmV6h0SZiEEck+tKxVRLxLIi/HPg+BsKMpOobIjhXypiXypkQfrTcDiqBD2tJgnGdvX67JI9+Py09z4cL5cegetIoY2ojjaSxVfY511rm6fdSKBbD8NmMw3+uQiLDU6DJKNlVINf2nthwnlrYtJc+8I6aIZWRKkSl1IDuG3ga+0mCDqRQKx9FGnJNDQ5Z3XFTgVXy0iiVrh9FZ8WPX3mjWrUiM4W/6M3+l/C8AvrJdQ03mxx73S6rqHyZDc3n4tciLxYQEeXNHCkZ8QxuvKWvcDdqenljd1/23qGiSIMUZwfgb+GoScC8vT4nmm+STMhLBdycW2iIqvnfUdvG+4lUGCeMmxgbKU7y/ae6ssDqriywNkxoRQp7g7OwYN1ntd2RWA1a7Q1DvZiFU9ZMyeqGA9g5H5rvFauYJtjZ5X+TX0DJM+YSNkCU1Hr/XfW8KK5IlyZcFeLylBAOgashA/IRtbL+LJMKobodVpkWxTnCV4Gkmgbd22aGrJPS39LJfqAbAJDQFJRX5d5p0bF8p2kUcb0YDk8VK4gzFqdRA2XO8a1ysJZKrXyYxYlhRN2Xi5Y6bcTmNLyzQzFo7qziFyJJNr3GFIJzrEP71DM6KDucj6QzZafsuXbXdS3zPm6SUdlCGLnZa+0UmP5aqBr1mTHBlEZ4h7v7dGrmJLfa8HV+SkYUrgyxGR6ZeNWgBiQgwHeBGXmrxL4a/rKaM84Gt8brieazUvqqWOEyhJieAe+5X8yn4JHyrF7G4x41AWXjUphGCkfisGyU6MNEAIoxyV7h3JcZX5w39PuV5MhjGYWpFIh4jgM0cBY0LvlZ1+mnqHOZNPeFD7B67WvEw8PWQa1cDXXEhKL6BdOG+gq+UqdtR3eXhF+z2lnBshu5AxGDM8vKKFZUVSOOfKn/An3c/53HAD7c01nl6Si/quYZdvEYBJTiDBT7Oxs6EkxRn4sgoNO5Vs7A6Hq/x6oalo6iB7/HBeJZJZlmJclPf1FHlT1LzdQ9ZFNZWdCU29I5MOb/UigTQ/VuHNJ4WJ4eycYBps6NjpsfKf6s5BciY0KBAxeYd5tm+THhOMMmGr3T4wxqjV+xKd1VMC3RpZUoPKcyQps4Au4SzBXiVXs7Wue5oZC0/9hESnRegIMaZNM8O3WZ442ZfJmzp5D1nsRIw4u1THSmYA9VqbQMmUSowRq4PqzoVPxDX1jpA1VuoabxN5HJUeteDvq7K4qKWOHiDEoGVr8PGsG9zgeuyyrqEDDh6epqZzmI1yKV/QfgBAZUAx4YFqrfNcWJ0Rxed7lnGu5jOCJQtDDTsQ4iiPKkgauoZcpY7Nwkia0b8NHIuSwxmSTZys2QlAWO9eRqzne0Unnfop2Vh7RJbfZmNnQ2SwnsqoE1jRvRYLegBObOxbcK8tIQRlrWbusl9JsVRLq4ihONm/r4/UqCAMWhnLhG5/VR2DxHiREqe+e5i/OU7hE6WQTKmN+uAir7h+fYEVyeE8r7iN1vOVKio7BilMXPzf65rOIS6QnUHlPhFCbHzyoq9hsThYYLahZ5j8BO/ypqvrGuZUeSsygnoRjz0yjwCdxtPL8kmOyohme1kep2u2EiaN0F23GyFWeXS/19g1QOr4fq9BxJHm581zViSHs6eiipVyDcvlerY3fREomHbeYtDQPbnaooF4UqPUBM5+jKEGkiICMZndCtTdzWaWxS/sPfPz+l7WyG5f19qAQtV7zQ9RFV8eInPKl06dF7a4ru0aIkd2lyNIxtzDPFvlcKxJi+Rzxe1NlDO2h+be0cPMWHj6uk2ESM6yi0YR79f+RQAFCeGUiUzXeLlUx14vyQLW97gDX0shGzsbVqTFu4JeADsWwe+hoWeEjjEt/3Bs4g77NfzGcaFfG9uDU+GRFxvIJZr3+b72ab6t/RdVXmZw39AzzAgBlIpMXlQ2EhSjdnScKTEhBjrDV7jGK6Vadnio5N7U1kGC5Cz/qhLJZPtxSV2QXnuAl1Jdl/ft9xp6hrlF+zyP6R/mZf33yYoJ9PSSfJa1GVGuEn2A9NG9B5SRLjam7n6ecJzJq461fKSs8PvmOcXJEdygfYHH9Q9xi/a/aNp3e43BfUPPMOmyO/A1EpymBpmnsDIlAhmFbKmFs+TN7Gpe+L36tvpuVsvVAPSKEIzpK/za3mKpoqZKPUSmMZjPJnQoq+0aOsyzPUNd5xBXjJf6tIgYkuL8u9RnIcmICabSUATj37vr5Ao21/WQ6qFgkxACeupc43oR7/eZjUC9hhFjEZid4yKplp3NZtZler5zVXP3oCsb2yhiSVVLil2sSovkP9vdZVGLcVjfM8X/LSbEQEK4/5eeZseF872eZ4iUhmgTUfymw7u+l6Z2xFN9UWZHUloee8ozaBKxfKosZ6Sxjys2pC/qGhRFIHVXMt5glxolye+9pLKMQdwy8lvy5GZGhYFtnX/x9JIOoL5ryJV8aRZGUvxcAb6QZBmDqTYUuvZ7G+RyttT3kuIhVY+iCKp6Hey1X+Z67N9+3jynKDmclxV3ojNXqaWma2jBVUMzoaF7mKMnKL40MZmHefbSpDglnMsqbuJYjbP08LLGdcCKw086QtrrS4mUnHue7UouR2V4/mygMv+oii8PMdUrq67Tuw4YAL0dTYRJTu+xGiWJLPUwPmckSSIus4he4fw/PEqu4NOaTo+tp2/ERqzNHUxoWAKBL4DUtCw6RAQARXIduxp7Dj9hkRjracIg2QHnZ6HK3t2sTpvs99BpHqS9f2ENondPyS4WJ4cvicxfXnwYVcJZdpYg9WJqa51mxuJSP0UZrXbCmh2r0qM41/oTbrTdwjOOTWxfxDbx+zGZR0lRml3japFETpx/7y2yY0NZL5ezSq6hRK6hrtO7jLYBBrqaCJKcnn71ImFJ7AcWCkmSCMk4igHhVM1tkMvYWuc5X9e2gbFJJewA6X6u+IoOMdAR4q6yWCHXsWcRVEMzob57xFXq2CaiSDSqAZaprEyJpFK4uw4HdO9dUG/EzsEx4vt3u8bblVzWZqj+Xv6IGvjyEJnGYM6VP+Hf+h+xzXAtYd3bnSocL0EIAb21rnGdSCBLNV88IjbkGPlccXb7iZCG6ajd6bHPvL572OXvBdBMPEkR/l/aUJIa5TJ4DpNGMTeVesV1t8ds4ELLD/mm9Xr+6jiVlEj/3pTOhmxjCOkBQ/xe9ys+NdzIA7o/sWOBD+w1zSaOkfcShjMh4e9ljvvJjQ+lUnFvNums8IrrYz/W7nqu0bzEKfI24uj1+/Ls+WZqELm5d5TOwcXtMljVMTipo2OrLg2jF/nILQTZsSHUiCQAgiQL5o4Gzy5oCkII5N6lpQBfaNZkGtkyvt+LlgZpr/Hgfm9KaW2wXuP31xxAeEoho8Jpk7BCqme3l3Ty7u3uIGpcWdSgxKvK5YOwPCmM0onWJNRS2rpwgcttDX2sk/e5xmXaAq/zYVSZH9TAl4fIigkhShpkrVxJjDRAnK2FnmGrp5flomvIgtHm3pzWi3hV8XWEbMyKmeTzlTe6m2oPKf0auofZrBTwR/tZvOVYzWh4NlqN/98OSlIj2KFku8bpo2WTDDQ9Qf+Ije4xmR0ilxeUY/hYWaEqviYgyxJZKUmcLO8gUep1lqguYODL7lAIaNvG0/oH2BNwDTdoXqDIz43t95MXF+pSfAGk2BtoW2B13UwZtTpIHirle7p/8Lj+Ic7TfKIqvmZJblwoIYbJDhc7Gs2LuobqzqFJHR0x5vm9mjIrNoRakegaa3urURTvCSh3DVlIcEzc7yWo19YRsiErmk+VQtc4e2g7DR7q3l7fM0w0/cjjtZfpMcF+f80BLE+JpkykA5Amd1Lf3HL4CYuE3DcxyBxHSpT/J51nS5Bey2CUu7SxSK5jd7N5wd7v87oeNsjlAIwIA9rUNWjUBlN+if+fdL2UpMhAmuQk1zhLavMqw9P6rmHSJyiCWuWEJaEIWkjSooOoDS7BLmS2Kbn0ijA+qfFMm+uGnmE+VlZwv/3/uNr2LQJjMzyyjsUmIyaYKn2+a7xKqmbnIpilH47mvsmbYUmCRPVam8Ty1Fj2CaeRebbUSkWDaZoZc6ema4h8pdo1bhRxSybwlRAeQLM23TXOlZqp7PAOg/vG3mFSJXd5eKOIP2jHPJVDo5ElVqZEAGDAylFSBdsbexd1DVUdg9xiu5ELLT/kO7ZriI73/0Ye2VMCX6lKi8cTLhOp75rcVbhFTiAhzP89DReSvLhQ9gWuwiK0fOYooF1E8WGVZ8odG7qH+Y/+R1QYvsKL+u8vGTVfcXI4exX33lbXuQeLfeHK5WaC1a4QOOLevzSLOJJVhf9BiU3LZ0A4/29WyPXsWsDAV1VdHQac4pNtSi6rM2IX7L1UPIsa+PIQGlnCFuGWcWZKrdR5kcF9Y+8IaRM2QvbwdGQ1+n1ESJJEbPZqVln+wMXWH/KicjSf1HjGY+oAr5wlIrWWJAl98ipswumsvFquWvCyuelo7p0c+EoMD0SvVW/NEylJjWC3kgWALAmk9t3YFqhD057mfopld5l3R0gB0UugLASc1wex7sBwntziNZ0dG7pHSJLciYKRoESC9Gp/ntmyKi2SH2j/xh7DVfzH8GNqq8sX9f1rOocYIJgdIpf/OE4gN96/je0BjCEG2nTuDqRZUis1XuTr2tAzTIbU5ho7IrLU/d4RIkkSSTmrKLY8zuW2H/CKsp6Pqj0T+GrqGiBF6kIvOdDhWDKBr+VTAl8Foo6KNs9+n7WaR0nGncBpFkaPNT3wdopTo1yfX4LUS3NT3TQz5kbvsJVPOzSstjzG6Zaf8nP7paxVje39ljmdrh555BHS09MJCAhg3bp1fP7554d9/sMPP0xeXh6BgYGkpKRw6623MjbmHeUTniTEmMGY0AGQKbVR1+09iq/m3hGX4ssmNBhi0j27ID9hY46RAdybji11PR5psdwwpTuav7e2nsjy9HjKhFNlkCW3Ud3QPM2MhaW5b4Qz5c2cKO8kSzKRHKmqvaayMiWCPRP8HvKVmgXbwO5u7nMFvnpFCMbU3Glm+BeJCYmuBhC5UjOV7d5hxN3QM0yy5D44aqPTPbcYH+borGj6RbCrmUZU1+f0LZLNgqIIqqd0Cs2J9f/AlyRJEJPjGmfL3hX4qu8ecSm+RoWeEGPKNDNUZsJxeUbGcCdNPqvtwWpf/P3eaFc9OsmpdKoXS8dTKixAR1+Eu9y0SK49oGPzYtPcN8LfHSdzjuU+rrPeQrm+kPBAnUfX5K0Up0Swd8K+L2agnO4hy7y/z+Y6pwBBIFMhUqnR5riU0Sr+x6wDX//617+47bbbuOeee9ixYwfFxcWcdtppdHYevEPdM888wx133ME999zDvn37eOKJJ/jXv/7F9773vSNevK+TERtKvYgHIFXqoKHTOzqOADT1jvCCYyPPOY7hTWU1SdH+vzldDI7OmpxFGLTYF1S+ezCEEHR3dxNHL9IEz4elwqrUSJ6wn8l3bVdziuVBtrY7PCp/b+od4Ue6p3hS/3P+rr9fzf4dhIggPT1hbr+HYrmWXc0Lo9TraKoiWnIG1XYrWRSlRE4zw7/IiwtxGdxHSUN0tDZ5eEVOmnrdiq8hEYAxRi1FmAslqRHskN2HwfXyPj6rWxzlsck8yqht8r021887Ou4nIS6BLuEsmc6SWqn1JoV/Vz+p44nOBhFPulE1dZ4PNmbHTBoPWx2LrjC3OxT0/fWucYOIJ2MJNaqKSCl0ddcskWvY0+LZc1ZL3yiDBLFXZPKaso6AyOTpJy1RcmJDqJCyXOMiuX5BApdTLWeOyohSqy78mFl/sg899BBXX301V155JQUFBTz22GMEBQXx5z//+aDP//TTT9m4cSNf/OIXSU9P59RTT+Xyyy+fViW2FMg0hlAnEgDQSw5GOxdGxjkXmnpHeNxxNt+yXc8Ntm+Sph7G54XYsACWuUo7BKlSB+9WHDxovFB0D1k51v4pWwJupNzwNc6XP14yGUCAopRwXhZH8y/HiVSLZCwOKDV5TtXS0d2LUXK+f5OIVY3tD0FkWiFDwuk7UyzXsnMBAsZjNgdB3e6W1rtF1pLx99rPsoQwKoS7LCugp3zBykpnQ2vvMEmSM0BjEjEkRy2de9Z8YtBqMKSvdXU7Wy+X88kilWBVdw5yrvwpX9e8wjHyXowBAmPo0igjzo4NoUZx+roapX7a2tummbF4dHd1sldk0iNCxzs6qt9B80FMiIHlSc4gooxCvtS46D5fJvMoqbh/1+pFPBlLaL+3IiWKrcoydirZvOpYR3mzZ3x19zPV2kI1tj80Wo2MLX6la1wk1bKref4Dl5/WTk78bMxSyxz9mVkFvqxWK9u3b+fkk092v4Asc/LJJ/PZZ58ddM7RRx/N9u3bXYGuuro6Xn31Vc4888xDvo/FYmFgYGDSH38k0xhM3QTDU0N/nUdk0Adj6s05VTURnjdOyIvlFs1zbDbcyPv629haXrOo79/QM0z6eFlDoGRlSA5dUmbqYQE6cmInqwwWskvgdDh6Glw/O/0els5nMRuK06IpFU6/hySph8aG+mlmzJ5SUz8rcF+Pe0QWRckR8/4+3kx+fBjblVzedxTze/s5NDqivKLxykhfGwbJBkCLMKrNVo6AddkJbFOcJbzJUjfN1bunmTE/VHUMcanmPe7S/Z2n9Q+wwigvie5ysN/gPsE1Ft1VCOH5zo5CCPaatVxk/RGrLX/gFtuNSyoRttAcm2PkZs3zbDVcx2uGO9ldvm9R37++273fA+jSJRMZrF/UNXiS4pRwvm77NhdYf8yP7V9mX9cYwxa7x9bT3De5qUWKamx/WJLS8+gVIfSIUMyEzHuFTKt5lKP6XuYfuvu4WfM8iXRzdFbM9BNVfJZZBb66u7txOBzExcVNejwuLo729vaDzvniF7/Ij3/8Y4455hh0Oh1ZWVmccMIJhy11fOCBBwgPD3f9SUnxT7+BLGMINYo78JVFC409nj9gDFnsdA9N9vxQVSjzx0nLYgmSxoiX+pAlQUL3Z7QuYoen+u5h0iZ07LSHZyy5tr2rUieXry2EemgmKIpAN+j2GGtWFV+HpCQlkl2KW/YeYd6LeWR+vYl2NpknGdsPRxcTYlhaBurhQTr2hh7LV23f5Wf2y6kRyexr82zySQiB3O++TkwihiTVC2/ObMyO4X2l2DXOG/h0UfYe1R1D5MrOz7FLhBGX4J97u4ORZQzhDeUoHrRdyjXWW9k9GkvPInmrHY7eYStjNnfC1YZWLbefR07Mi0UjKa7y+ZSejw9ILC8k9d2TO3Yq0VmHebb/UZAQjkZ2H3UVgUfLHc3d7VyleYXT5M9JlTpUT9dpKE6J5GTLL1hteYxbbTewu9k8rwmDT2t7OF7ezQZNObfpniU1YISCRLXU259Z8CLW999/n/vvv59HH32UHTt28Pzzz/PKK69w7733HnLOnXfeSX9/v+tPc7NnzacXivBAHT1B7o4jObKJai8wPG3uHSGCQVdrV0BttzuPrEqNYJt2tWu8SbOD9yoXr9yxsce9EbILGYMxY5oZ/kdJagShjHC8vJtbtc/S0bC4Wdj9dA5aSBTuTWmzEqtmAA/BsoRQyqVs19jp82We1/fY1djNCsmpJGtSjGRlpM/r6/sK+QmTN36eDnz1jdiIcbjvkSYRoyq+joCChDB2GNa5xps0O3mrvOMwM+aHzvZmV1l3lZJygPLWn0mJCmKLvJJHHefxpnIU/YR4hcG9aUrSTSNLxIUFeGg1/sfqtEi26te6xpvknby5CNfafhomKL4GRSDRxqRFe29vIFCvIT9hskexJzt5G8xV/ED3d/6gf5grNa+rQeZpKE4Jp5cwwJmc7x+10dgzf4Hjz6o7WS879//9IojIzNVLTgiw1JhV4CsmJgaNRkNHx+SbdkdHB/Hx8Qedc9ddd3HFFVdw1VVXsWLFCi644ALuv/9+HnjgARTl4GV9BoOBsLCwSX/8FV1sLr+yXcT11pv5jf2CAzoeeYKm3hF+rHuKfYYr+cRwE0WhQwToNJ5elt+g1cgE5x7HgHB+4Z0g7+LDfa2L9v4NXe6NUIswkroEjWxXpUZyqeY9/qL/GbdonydnePsBB4DFoKl3hJQJnera5Lgl43kzW3QameG4tXzf9jXOsvyE39ovnPfAV1NTA/UiAYeQ2C2yKFminX2mBr7KPRz4MvWNYkXLbsXpQ2TCSHy4ejifK7IskVtQQr3iVO+vkSr5aO/CltzbHQpSV4VrXCWSyY1bOk1zNLJE5pQmMt4Q+JqqNo8PC1APfvOIRpZIXLbe1dhgo1zKe6WL1zCkqbvf1Q23QcSRHrN0gs37majwj6eH3Y2L08xjKqNWB2Gj7r1+s4hVA1/TkBQRSEzI5D3x7nkyuBdC0F6zy6XG/FzJZ0OO2jTH35lV4Euv17N69Wreeecd12OKovDOO++wYcOGg84ZGRlBlie/jUbjDKJ4g7+Bp0mLN/Jrx0W8qqynScRR3Tno6SXR3DtCqtThLMOjl5Cogwc1VebOCfmJvKesBCBcGmGs9hPGbIvTWbC/20Sw5GwJ3CDiSVuCfh5ZxhCqdPmu8Sqpmm0NvYu+jubeEVIkt5JFiUhbMp43cyEjPYO/O06mTGRgQ8vOJvO8vXZb/yh7B4M50/oAyy1PcK/tCkpSl1ZHx/0sG8+QSyikSB20tHrWiNtkHuFN5SjOs97Hassf2BF8PDqN2nXpSDhteRzvKqsA0EoKYaYPFqRV/H7qu4fJUNwH/gqRuuRKSrKmKNy8obOjyTzGL3WP8jfd/fxM+0dSwpeO/9NiccryRN51lAAQJFkwNH9E7yKVuVq66tBIzrNWg4gnfQk2LliVGslXNa/zmeFGNgfcxHDTTo+cP1v6Jic6m4VRLXWcBkmSWJkyscGQmLd9X133MMtGt7vGnyoFqr/XEmDWO8fbbruNxx9/nL/85S/s27eP6667juHhYa688koAvvzlL3PnnXe6nn/OOefw+9//nn/+85/U19fz1ltvcdddd3HOOee4AmBLmZwprby9IQM4sW18O5EkREd4dkF+yPG5Rt4ZP3QAHCe28WntwnebEUIg9bo9jJwdnJZe4EuWJQJSV2EVznvQKrmaHY2LL3+fqPiyCC1BUUurDGG2TA1E7ZpHv4eJm6lRAhgLMB6g0Fgq5CeEcZ78MXsNV/GR4VbWjH1C1+DCBUWmo2WKIbDa0fHIOTorhk9kZ8n9PiUVi9Dx9gKWYJW1DrBMcge+eoMyiVpCJtsA2cYQArBQIDVwjvwpDR2Ln2yZiqlvlKOkSo7VlHKaZisJUUtPEbTQHJsTwwfSUa7x6dKWRenmbbUrbOmPYMPYb7nc+n0et59F5hJVfAkkEiTn9ZZp2UfTIvqs7ae5b4QU2R34GgxMJEi/tDxE50JxcgTXaF7iX/ofs9VwPXub50ex92lNN8fJe1zj8qA1ZBnVvYW/M+sr7tJLL6Wrq4u7776b9vZ2Vq5cyeuvv+4yvG9qapqk8PrBD36AJEn84Ac/wGQyYTQaOeecc/jJT34yf/8KHyYndrLUv65rGLtDQevBbHZrV5/Lh6NVxKhm2wtAZLAec+Lx2Dp/j05ycIq8jd/tbeOkZXHTTz4CuoYsxDtaXSHvRhHHqUv0cF+cEUdpQwarpBqy5Daq6huA5Yu6hubeYZfiq0UYSYleepvS2bAyNWLSuH/URn33MJnGI/9/m9rZc2VqJPISLflJjw5mUBNBiDQGQL7UREX7AMZQo0fWM7UMWTW2P3ICdBqCc0/g1LJQqoTTZH5wVyuXrU1dkPcrbxvgXNnpn+cQEtqExb3XegNZsSH8VPc452s+BeBLHVnAsR5dU1vfEPHjAYFWEUNihFpCPN8E6DSQdRKD9b8jVBrlVM02vlvazMWrkxf0fZt6R3AImTaiaVOiAZak4islKpA6Qz6Mu+uUyDXsaOpb9GqH5t5Rlk1Q+BORvqjv76sUp0QwJNeyTnaWylva9mG1H4Nee2Tn5C1VbVwy7u/VKqJIzCpWKy6WAHP6rbnxxhtpbGzEYrGwZcsW1q1zm6S+//77PPXUU66xVqvlnnvuoaamhtHRUZqamnjkkUeIiIg40rX7BTmxIWixky21cIa8heVKhUcyEROx9LqbCbSJKNKil94X5WJwXFE2W5RlAKTKXdSWb8fuOLjv3XzR2DMyqbV1i5xAwhI1sl2dFsl2Jdc1Du7aydAit7nu7umlUcQzKAKdgS81yHxYEsMDSAyROVou5XrNC3xB8968+XxNVfwtVX8vcPrS2GPdgYllUpNHDe6nKr5UY/v54fSiZFfQC+Czup4F6zhXaeoiV3LuLWpFIjnJC5vk8UayjSHUKG5Vb/hwPcOL/J0zldG+NvSS02bBJKJJVK+tBeGkFam8ozjLHcOlEew17zE4ZlvQ92zontypNSZET2iAbkHf0xuRJImg1JVYhPPfvlKqmVebhJnS0ueupukVIcRERy/6GnyR4uSISR29C0U1le1HZgtkdyhY6j8mQHJegx85ijg6Wy1zXAqoJhkeJjJYz4bgVt423M7v9b/mC5r3qfKgwb1DEUgDJtfYJGLUw/gCcVph/KRyxw3Wz/i8fmFLH+q7h0mbkHGyh2UsWVVLcXIEu4U78FUiVbFrkTdDVWY40/oAKyx/4hrbbeq1Ng2SJLE2KYBn9Pdzu+7fXK55b142sFa7QlTbB3yov4Vf6R5hjVRByRR12VIjMTGFThEBQL7cxL5WzwW++nu6eFd/G3/T3c/XNa+qiq95YlN+LOGBkw/Cz25vmff3EUJgby1zBVj2iowl5+8FkGkMpgq3yidXbvG4vYXod3/erSJaDSovECfnx/KGWO8anyo282bZwnZ3rJ8S+Epfgn6u+ylON1Iq0gHIlNupbmhc9DWYegZJwFmmpxrbz5zwIB2dYStc45VSDbuaj8yaZFezmdX2Xa7xR8oKjs3xjKJdZXFRA19egGzMc/2cI5uo8aDBfcfAGLHCXYPeKqLVUscFIiUqiAbjiYAz+6Mg8Vpp+zSzjozGnmFusd3AcZZf8RXrdwmIzVjQ9/NmAvUahuNWu8ar5Wq2NS6e58qYzUHH4Nj4SMKCnpRI9VqbjtyMFGqVBAAKpAZKm7qmmTE9+9oGKBKVpMpdXKD5hFjJTEnK0jS2309+Qhj7FGfZW6Q0RFdrvcfWIvU3kSm3c6ymlBypRT2czxMBOg3nrUwcHwlWSVV89PlWrPb5VR639Y/RNSbxnONYKpVkditZFCaGTz/RzwjQaRgOcydbcqVmqjo8t98bszkIGXPvOVpFjHptLRARQXpE5iaGRACdIoJOInhpz8J2867rHuZGzX+5XPMOq6VKMpewf9Gq1Eh2KtmucVDnLkasi6u2tPQ0uhoNNAujut+bBYbUVdiFM2SxUq5hV3P/Eb3eB1VdHCfvBUAREp0x69RO0UsENfDlBaQlxNIinBLLHKmFag9uhEzmURJxGwd2yUZiQpaWAe1isqa4mAstP2St5VEedZzPG2XtKMrCdZtp6B7BgYYmEccHSjEpMUsv6z6RzMxs17VXLNWyq+HIgygzxWQeZaove0qUeuiYjpKUSHYJp+zdINmROvYecUfUnU19rJaqXOOeyGLCg5ZeSchE8hPC2CfSXOOAnvJ5D4jMhCGLnXCru6ukScSoiq955JLVKWRLLbyk/z7PG37IBaPP89Lu+T2Ql5r6qRIpfMt2HadZH+S/2rOWbDezkPgsxsZLrnKlFo8GvlrNoyRK7qY6rWqp44JyxqoMzrPey3rL7/iF/VI+ru5e0O6Opq4+btM+ywO6J7hL9zTpS9TPFaAoOZzd5LjHUg17Wo4seDJb5H63yqxFxC7Ze+BcKEhLcJXl50otVDYfWafpD6q6uMJ6Bzdbb+C3jvMpWZY9/SQVv0ANfHkBObEhVI/7PoRJo/S2L74Edz9TN0KO0CTV7G8BOX15PDtELvbxPhOdgxZ2HqGE93A09EyRvi/hjRDAmgk+X4GSldHm3TgWMPA4kaleOpFBuiXpvzFbipLD2TMhc7ucGkpNR7aB3d3UTbHs7HZqEtGkpOdMM8P/WZYQyj7F7f+US5NHyrJMfaMuXxQYD3yph/N5Y0VyOEkpmWRKzoPERZqP+Nf7O+c1AbNzig9fYVLYkt1X5CZEUC2c+710qZ26ds91djSZR0mU3InOAUM8wQa1y9xCcXJ+HCZtCsr40cuuCF4rPbID/OGwddUijyuM6kX8ku1SDBCk1zIUs9I1LpGq2dG0eJ28+0dtDFsVdimZdIswp+JLraaZMcUpbp8vjSQI6SllYI4eeT1DFvaa+ukhnBeVjfzKfgnH56pljksFNfDlBWTHhlIt3L4P2t6qRTt8T2XqRkgTkXKYZ6scKVnGEHJiJ3eke23vwpQ7CiEOMDtdyp4P4DS436rkUaak8Vf7KXRbtUdsmjlTmvtG+Zn2j/xZ9yA/0j5JWqRhUd7X1wk2aOmLnOD3INcescF9X/1ugiULADuUnCXv7wUQFqCjJ8RdlpUvN3rE4N5kHpkU+BoKTHB2SVOZN750QhH/dpwAQJBk4eS+f/DiPKq+pjaOWJW6dMuIc+PcXTQ1ksDaVuGxtbSaJweVlbCF7TK41Ak2aNk0pXP3fKsr9zNssRM64k6iNyjxZMQs7a7RKem5dIz7Vq6Ua9jV2HP4CfNIS98InyrLOd96H2ssj/GMskntoDoL8hNC2Ys74Vks1bB3joq9j2u6J1VbBOk1rE5fut9JSw018OUF5MSFuDKAAOlKMy19nunsaOob5Vu267jA8iNusN5MeFSsR9axlDhjebzr53CG+GhP1YKUO3YNWSiy7+Hb2n9xseYD4uhd8oqv2LAAPgg/l7OsD3C3/UpqRRLbF8nnq7l3hKPlMk7S7OJ8zSckRYcuyvv6A2HpJfPWoanVPErK8F7XeIeSw+o0dRMEEJyYj0U4FSD5HursaOobJXnC4VyEqcmY+WbTslhej7jMVYL3Zc2bPPnax4xaj6yEGJzds5pbmgnHrRZcyoGvvPhQKhV3gCl6pJb+kYXt7ncoTOYxV6LTJjQERCZOM0PlSDmnOMH1s5E+uhr20jEwdpgZc6OhZ5iMCR2860lY8h3aSyYo/LUodDRVI6b6TSwQzb2TOxPHhwVi0KoJnJli0GoYnKjYk2vmnPD8oHKypcnRWdHqZ7GEUANfXkB0sJ4OvdtLJUcyUe2hzo6t5lG6iGCnyOEVZT2JqvnignPGigRypWae0v2MbYbrOGX45QWRYDf2jHCcvIcbtf/jF7o/UKgzkRCmZpzWpEVNGm9rXBz5u6lnwFVW3CRiVaPTWbAizUjZuP9UptxObVPznF9ra0Mvq+Rq17hSV0BurBqEBMhLjHSpkY2Smaq2xcuQ76fFPEqS5NyoOoSEIVpVpcw3sixx1Zkb+avjVAACJBs3jP6Bn79+5GqkivZBLhWvsjvgGl7Xf5ciqXZJKyozYoKplVJd4zy5mUoP+XyZ+kb5o/1sHrZfyJOO00mKWtqKoMXghLxYkg0j/FX3AJsNN/J9zd95cdf8q77qu4fJkNxllEPB6UteKbsqNZLf2c/nLMtPWGH5E7uHIw8ISC0UU8UM6n5v9sSkr2BAOG0OVstV7J7DOUlRBG1VW/mp9o+cIm8jkDG1zHGJoQa+vABJkpCMy1zjHLmFag+1uG41T848qUanC8+y+FBioqM5QbMbneTgLM2WBZG/13cPkz4hA2gPT0eWl6bPykSmqnu2NSxO4Gusu2lCh59YtXvqLChJjWTXBJ+v2MEyOueYNf+8vtdlbD8mdISkrVSvi3HyE8L4ru1qjrX8ipWWP1LaPrZoGfL9TPT4aiOaxKil3ZBjoTg5P5YtyV+lSzi7LZ6q2U735mf4sOrIGn5sqe9lrVQJwDK5mYDIBKJDlm5Zt04jY41yqk46RQR2NB4LfLWaR3lROZqH7Rdzv/3/1NKrRSBAp2F9QTaZchsaSXCcvId3tu2dfuIsaegeJkN27/c0RtW8OzUqiI6gXMpEBg6cQcDF8vma6umqGtvPnqLUKB60X8YN1ps503I/u+fg7VreNsA6y6dcpn2fx/UPcaHmY47PVSublhJq4MtLSE6Io1U4lSc5konq9sUvKQHnRmgi6kZo4ZEkiXUrV7paLefLTezdsx27Y347qDX2DJMudQDOsoZAY8a8vr6vsmZCbb8RM3azifb++S89mMrEDj9Oo1N1IzRTsowhVGjc/lMrpdoDDLRnSn1dFamy83C/W2SxKjNumhlLh/yEMMpEBs0iDoFM77CVrkHLoq6hu6+PKMmZCFKN7RcOSZK488IN3Kd81fXYA7rH+dUzL1DTOffAzOaKJpeiskXEkJ6ZO80M/ycyPpOSscdYa3mUX9q/QNUi+UpOpbV/6n5PvbYWgwtXp/A/x9EAaCWF/J63KG+d3z1/Xfewq2FFh4gg3qiqWiRJomRKmfXORQp8dfb08r7+Vp7W/YRrNC+RrCY6Z01xSgRPO07hFWU9XUTSMWChrX92ir23yjvYJO9wjavCjiZ1iZcALzXUwJeXkBMbQo2SRJ8IoVKk0NzZPf2keaZ/1Ea8tYGvaN7gFHkbsfSRHKHeEBaDc4oTeMWxzjU+ZuxDttTPr9dUQ9cwaeOBryYRS5pRVU4A5MaGsjrAxAf6b7I14Hqu0b7C9gUud+wfsRFlc2djW4RRVXzNAo0sYU1YRYWSwj/tJ7BbZM3J56tv2EpMj3sTtEVZxlHpUYeZsbRIjQoiSD+5PKZ8kX2+lL4m189q4GthyY4NpejUr/Kc41gAgiULj4j7ufqP71I1B1XSmM2BtvFDDJLTw+oDRzHHqWUl5CWE0Yf7+9cTii9FEbRNUfir19bisD4zmk8CN7nGF2g+5rkdLfP6Hh2dnRglpyKmXiSQscT9XPezKi1i0njHEfiDzgZ7byPpcgfHaMpYJjeToiq+Zk1GdDBhAZO7zs52r76jtIwVcgMApUo6RYWF87U8FR9BDXx5CTlxoVxju40Syx+41Ho3pV2OBTE4Pxyt5lE2yGX8SPcXHtc/xPGa3cSFL92ShMUk0xhCjfFk1/hczae8uNM0r+8x2N1E0HjnugYRv+SNTvcjyxKxyVmkyZ2A0ztg2wIb3Df3jZAsuUuITBjVbPssScrI53Trz7jDfg0fKMXsap59sHJbYx+vKms53/JjHrBdznvSOlYkhS/Aan0TWZbIi5/sd7avbfEO6WM2B1VDgXzHdg2/tl/IG441JKkHhgXlyo0ZfJDzPfYq6QA8bT+Z+iEtX/jDZ3xUPbuyx20NfRwrtrvG74mVHJMdM5/L9Uly4yZfU1Udg4teQtw9ZCHC0UO61IYBK6AGvhYLWZYoWbPedY0VyfXs3rllflX+PTWuH+uUeDKMauALnD5f6VIb12te4Andz4lq/5gRq31B31MIgabf7UPqVPir++/ZIssHKvY+rZ2572hL3wjJ3R+5xu8oqzilQFX4LzXUwJeXkBMXwhgGwOktM2pz0NS7uJ0dW82jJEruA/9IQILa6WIR2VBSzBbF6fWWLbdSV7YZq31+NkJCCOTeOte4UcSREa1uhPaTn5FKleLsrFooNbC3oX2aGUdGc+8IKVKnazwWnIJOo96OZ0NJyuQN0J6WfhyzTBZsbejFjpZdIps/OM7BkFKCXqt+DhPJTwhjk7ydO7T/4DHdr9jXOrcW4nOhrX8MM6H8x3ECv7JfzBvKWjXwtcDIssTPLlvHz40PcLvtah51nA+AecTGV/78OY++XzPjpNwbpS2cpNkFOP3z+hM2EhGkX6CV+w7LpgSTzSM2Ohe5hNhkHuVL2rd43/AtKgO+ygnavcQsYe+1xeaCkmT+O66sBDjR8i4fVc9PpUffsBXzmMLbjhJqlQRqRDKZquILgOLkCPJlE7fr/s0mzU7WSWXsbl7Y77SeYStGpcM1bhFG1eNrjhydFU00/Zwlb+ZH2iepqyqb8dy3yjs4Sd7pGn+uO4o1agfvJYe6w/cSjCEGooMnbwgrFtn3wRn4cn/xKmFq96zF5OziRF4c930A2GT/cNYZ9kPRNWQhzuHu8FMv4klTN0Iu1kxoc62THGjady9oFrC5b4SUCYovTXTaYZ6tcjBWTukMN2J1zLoc6/Mp5cRr1TLHA8hPCOP/NO9wrfYlTtdspbu1dtHe29Q32b8jNEBLWIBu0d5/qRKo1/C7q0+hNvnCSY8rAva8+Te+/sTHdEzTTMLmUOja8xbxklOJ+ZGyguMLUg87Z6mQFBFIur6f+7RP8G/9j7hV+x8qF3m/ZzKPkiS51RJKSILa1GMRyY4NoSb+dOzCeQw7X/MJz29vmmbWzKjrHqZMZHCV7Ttssv6Sv3GmquYbJ1CvYTiuxDVeLVctuMF9S9/oJIV/G0YSwtXPYy5szI7hMs17PKL/DV/RvkXawDZM5pn5fH1Q2sgxcingbCwSv2w9WjXhvORQP3EvQZIOLCmpWGSD+xbzKIkTNkKG6JRFff+lTlJEIK2Jp2ITTpXdOZrPeHnX/Pg+1HcNkzGho6NJTiAhTG1csJ+VqRHsxG26XEIlu+Zolj4TmnrdpY6dIoL4KDXrNFtiQgyurGkEgyyX6mb1mQ2O2dg7pSvQURlq4GsqBQlhlAt3YDa0r4xRq2NR3ttknqx6Vg9vi0dYgI6/fm0tpxW6S0E2ydt5TP8wtzdfz/W/+jtvlB1aGftWeQdn2t9xjZ9zHMc5xYkLumZfQZYlUo3hfEn7DmvlSlZJ1XPyUDsSWs2jJOLe72kj1ETnYnPKmuV8pKwAIEnqob/iPfpHbUf8ug3dw5PGqVFB6gF/ApnpWTQpTq/BYqmWXQ3zk2A+FM29k60tbKEpaNQg85woSAijVF/kGh8n7+aTmumVkv0jNoKa3iNQcpZ1v+Mo4ZRC9ftoKaLeCb2IZfFhXKd5kb/rfsLHhpupbDUv6vu3msdIGA98dYswYqMiFvX9VeCEkvxJG6HufR/OyyGztmuY9AmBL0dEpprdnUCQXstgzMQsYDXbGxYuC9jcM8LD9ov4vf0c/uk4QfV7mCMlKRH8V383uwK+wWP6h2fVoWlzXS+XSW/xDc1LrJRqCNDAmjQ18DWV/IRQykW6a1wgNbJvkZIypr5RiqRa0qR29NjU8pBFJtig5ff/t5rvnJaHXrJzr+5JwNl5+O/Kd/n4mQf43nMHqmOFEPzvvU84U94CQK8IoSfpRNLU8noX8QnJdAunwX2e3LLoiq9W85hL4d8vgoiMUr3XFpuzixL5rzjeNT6P93l1b9thZsyM+imBL9XYfjKr0yLZLpyJzgDJxkjTzgX1VHZ6ujqvNYeQMESrQea5IssSwZnr6BMhABwr7+Wz6umtSV4va+NMebNr/Ja0nuNy1XveUkQNfHkRyxJCKZJr2agpI1nqZrC9ZvpJ80h73xDxOEt/WkU0ieGqImixOWNFPC8pznLHXUoWdruNdys6p5k1PTWdQ+xWsvjAUUStkkBYfMYRv6a/EZ+x3PVlukquYvsCGtw3943yD8cmfma/nIfsX1A7Os6RlamRDAunL02y1E1bY+WM535c3cVXNG9wp+4fPKv/IRtSAgnUq56GUwnSaxmMdHc+KpTqKWtdnMBXi3mUx/W/5APDbXxkuEVVfHkAWZa44cRsnrpqI9/R3UWl4jy0BUg27tU9xTm7ruWah/8zKev+n+0tlLUN8YqyHkVI/Nl+Blcck3uot1iS5MaFUj3+fxkrmWlrm9+uftNh6h12JTpNwkhShLrfW2wig/U4cs7ALIL5XMnjQ0cRz89Dd8e6rkHAHchRA1+TWT3B2gIg11pO3ZRg4XzS3OsudWwnisQotYHOkbAhJ44PFKfqK0waZajqo2kbQ7y+o87l79UjQtFnn0iQXnvYOSr+iRr48iKWxYdSKdzlhaH9lQvebWQiNrMJjeT8smwVMWqXOQ8QGxpAf9ppHGf5Fedb7+UzpZCXdrce8evWdg3xe8e5fMV2B5usvyQzVv3incqq9Gh2KDkAREuDdDftW5AsoKIIWqZ4F6mKr7lRkhrB50q+a2zs2U7vsHVGcyuqKsiVnZ1T94hM1uSp/kOHIiophwHh/B0tlBspMy2OwX1Hbz9xkhlwfiepxvae4+isGB657Us8kv04T9lPdT2+QVPO48M3s/nJ73LtH9/igdf2cdcLpbQII7fYbuQU64O8FXY+Zy6P9+DqvY+8+FAqhVv5IXdVLGon75G+NvSSU01uEtHqteUhzluTyfGWX/EF6z38TzmGrQ19NPYcWRCmt6OJcsPXeFV/J9dpXiTTGDJPq/UPEiMCaQpa7hqvlqvZ0bhwCv+unh6iJaeiUzW2P3JOyDXyrsNdoXGUbRtbD1Oh0TEwxvsNQ1xivZvH7OfwV/upnLtK3e8tVdTAlxeRExtKpXBfjHlSE1UdQ4vy3jaHgn7I5Bq3iSh1I+QhTivJpEm4fVXerexkcOzIfB9quyb/HmXFqhuhqaxJj2T7eOALIM+6j+rO+b/+OgctWKdkp1Ki1GttLixPDGeXXOAar5MrZuT30NY/SprZLXv/wFHMMdmq7P1QLE+KoExJByBB6qWlZX5MmKfD3udWP5hEDMmRaoDYk0QE6fn1FRsIOu8hvqb8gOZxn5xAycq3dM/yiOkS7B//DsuEbsS1Ionbzz1K9RiaQl58KBUT9ntZSj3NfYvXyVseaHb93Cqi1USnhzghLxY5aLLH5/M7TId49vTYHAq6vhqCJAsFciMxUj+5cep+byrh6cUMCafKsUSuZtsCKvwdve7vyxYRoyY6j5CUqCDajcfgEE67lk3yDt4sO3SJ8Eu7WxFCokxk8FP75TyhvZSTlsUu1nJVvAx1J+JFBOo1DIXnucbLpGYqF8lLpb1/zFXmCM5DhlpW4hlOK4xHp3H7b1ntCm+WdRxmxuEZtToO6HqSZVSl71NJCA+kKcjpr2YROoySeUE2Q05j+06S6EJGIUAnY1TbyM8JvVbGkL4Wi3B2+jtGs5ePq6Y3qv2oupvj5D2u8XbdKpYnqSrIQ1GYGEbZBIN7fVcptmlKC44U+5RkTIv6neQVSJLEF45K4a6br+fbxt/zlP1U1wFEIwnCpMlqlcvXprApP+5gL7WkMYYYMBmyXON8qYl9bYuz3xu22AmzuPcUqsLfc+i1MudOafrw/M4WhJib+q+xZ5gs4Q5qVolkso2hh5mxNClJi2GX4rz+kqQemuqrFuR9FEVQNhDAt23f4GH7hbzpWKMmcOaBjSty2Cac5+UsuY360i0HvWaEEPxza/Okx04rjCdAp9paLFXUwJeXEZaYzci4Z80yqYl9bYtjeNpqHsWKljIljT4RQo/GSHig2jbeE0QE6Tkuxzg+EhRLNby6o3bOr1fXPYReWJno+ZAZo2YAD4YhfS0XWH7ECsufeMxx7oIY3Df3jnCn9hk+CbiFSsNXWB0+hCSpjQbmyvq8ZLYoywDnBtZUvXPaQ8NHle0cK+8FwCyCCctaq3ZZOgwFiWGUKm5fwDxRT/UCq5E7Bi3E4w5imtRSR68iIyaYZ244Gf05v+RCzW94wn4G+5RURoU7iH/52lTuPW/5YV5l6SJJErr4QlfQsEBupHyRvPNazaMuY3twKr7UoLLnuHDV/pJXwTppHwXmD/i8fm5Jt6qOIXIlt1K2OyCD8CB1Lz+VNelug3uA6L499M3QJmE2dAyO0ekI5lnH8Txsv5g3lLWqwn8eOLUwjv85NrrGx4y8xZaDXDOf1fZQM6Vy48JVSQu+PhXvRQ18eRl5CZFUjfs+pEqd1LfOXekzG1r7R3ldWctZ1gcosfyRveEnqodxD3LuykROkbfxvv42/me4m8CGt+kcHJvTa9V2DXOf9s/sMVzNf/V3syp8SDXxPgTFmfHsFDlYcW4Ut8+iS+BMcSq+nIcOGYUgtcPPEXFsTgzvKStd44LhzQd0tZqIxe6gr+ozwiVnWdHHygqOzVP9hw5HRJCenlC3GrlQbqCsdWF9vkx9o5NawHfJRqKD9Qv6niqzQyNLfHFdKv+444tEXfQLnix6mtq8q7lyYzrPXXc0D1y4Qi1xPAxZSUbqRQIAOVILla0LV241EZN5lATJ/V5DAaoCwpMUJYeTbzTwjv7b/MtwL/fo/spz2xrn9FrVHUPkyO7AlxyXf5hnL13yE8LYIhXzL/sJ3G67mm1KLjubFyLRObnawqBVFf7zwbL4UMoiT8IinAb152k+4d+fNxzwvKc/reXvup/wDc1LxNBPpjGYo7OiF3m1Kt6E2tLAy8iLD6VCSWGlXIssCZSOfQix8EGoVvPkoEqSKsX1KKcUxPE/bRDpsjPwea78CS/vbuNrx8y+G2Nt5xAnyK2ESSOUSDVEGdVD/qFYnTbZa6OxZ4SuQQvG0PnbqDT3jZAiOTt1thFNUnTYvL32UiQnNoS9QWvB9jcATpB380FV1yENfT+r7eEYxxbXt98HShHfyVf9HqYjJCmfD6tXUClS2Kzkk9I6wCUL+H4msztADGALTVaTMV5KkF7LBSXJXFCiBvFnQ0FiGPtEKtm0YpDsDJv2ARsW/H1N5lF+bL+CR+znkSj1YEhQgyOeRJIkzluTQcPb8WTRRqLUS0/p2wyfV0SwYXbHtOqOAa4cV3yZRDRJ8WqZ8cHQaWQcyev5br1b9bW9sY+Tls3v/1dz72TfvpSoIPV7bB6QJImz1xbwzJubGCaA/zqOoaW0kzsn7Ncr2wcJrHyejboyNmrKWCNXYVr/hPr/v8RRU3FeRn582CTD00RrPZ2DlgV/36ld5lS/B88SpNcSUXASnSICgBPkXby1o2JOr1XbOUiW5PTKaRExpMSpJt6HIi8ulOAparjt8+zz1dXdTZTklF47DbvVa+1IkCSJtJxiGhTnhvUouZIP9hy6NPitsnbOlLcAYBcynQknEhsasChr9WUKkqL4su1OfmL/Eu8oqxdF8ZU0IfAlR6pdmFT8i4KEcF52rOdh+4V8w3oruwdDMY/Mf7nVVFrNo4BED+HsFZnEREZOO0dlYbmwJInnlONd43PEe7y699CG3Yeit72JsHE1c7WSTI5qbH9IpiY6ty9AZ8fmvhFKpGrSpTb02EhR93vzxoWrkrhffJVf2C+lViRhsSv8/n333u+h10u5XvM/1/iv8nlcuFpNzix11MCXl5EcGUijxm0ivExqoqJ94X2+WqeYnydFqAdBT3PeqlRecjizv3rJQUrHO9R1zd5Xp7ejiTDJ+fnWKElkqx0dD4lWI7M6JYyrNK/we92veFj3O7bNs8+X6HWXMDSLWLXDzzxwWmEc7ykrcQiJz5QCapua6TpIwsDuUGgo20yq7Cyh+0wpYMOKvAOep3IghUmTlYnlrQMoytwMmGeCyTxKEs7Al1kEExOtBuxV/ItMYzDvyevHvX+OYpAgyhfB4H6qwl9NdHqe2LAA7Nmn0iec+7PT5a28snV2yU67Q8HQV+kaV4pkcuNUY/tDMTXwtbu5f96btjT3jvKE/ue8b/gW7xq+pe735pHoEAMXTlEZP725kYr2AV7c3UpG9VNkyc7g8RZlGauPPYOwANXvbqmjBr68DFmWsMcu5xH7udxsvZEnHadTsQgbod6+Xt7Sf4e/6H7K1ZqX1Y2QF7AxK5oPDce5xufJn/LCrtZZvYbNoaDtrXaNa0QiWYcoAVNxUpIWzde1r3GGZisnyzvY0dA9/aQZMmZzEDjq7lTXrBhJVTdCR8xxuUb+Jp/HessjfNl2J80iljfK2g943kfV3ewYjuZG60287FjH/5SNnFqgloLMhMLEyV0vh60OGnoO7aV2pJh6h4mUnEkftcuwij+i08jkTQlMLIbBvekAhb+a6PQGLliTyf8cRwMQINlIaHmNxlncYxt6hskUTa5xtUgmW93vHZKSVGfgK4whTpB3sdxeNu+dVbt6Jiv8U1QbmXnlxpOy0WncpYtHix1855F/8uy//8q3tP8BQBESD2uu5OtzsIpR8T/UwJcXkpyYxM/tl/GicjRNIm7BFV9CCOhvIUc2cbxmD/lykxr48gK0GpmMouNcJVwb5HI+2rF3Vm2u67qGyZzQ2rpGJJEfr3pKHY41GVFsV3IACJHGsLWVMWZzzMtrm8yjJNPpGjcLo5oBnAcCdBoK8wvoIsL12As7TQc877kdLYwSwMvKBm603UJN4nmH9AJTmUxsqIGYEAMgSKKLQqmesgU8pLf0W1hh+RNHjT3Kjbab1Y6OKn5JfsKUwNciJDptfc38QPs3vqZ5jSKpVi239xI25cfxhm6Ta3yJ5gOe3d5ymBmTKWsdIFdyf+91BWQSqTYEOSRRwXqOiR5gT8A1PKV/kGu0r8x7uaMyQeHfIoxqR8d5JiUqiCs3OgNap8mf80fdL3lJ8x3+qnsAneTct//RcTaXnXcOoaraSwU18OWVLIufvBFa6MDXwJidSLv7MN4qokkMV2/O3sD5q5J5UXGWO8qSoGTgPXY1m2c8v6J9gALJ/cXbFZSjtraehpUpEeyc0Oa6mEr2tMyPn1Fz7wgpEzrV9QckEjJL81qVg3PWislNG7Y19k3K3rb3jx2gArtIbWs9YyRJYkVCMFsN1/NJwC38QveHBQt8CSFoNY8ikOkignqRQFKEGiBW8T8KEsLQ4CBHauFc+ROaTbNTdc8WhyIIG6rjKu1r3K37G6dqtqmJTi9Br5XJW3kM+5QUAFbJNWzbuhnHDEvKS039PGC/nCusd/Cg7VKCkgoWcrl+QWLaMld56Sq5iu0N8+fparUrGEYmKPyFkWRV8TXvfOvUXIoSQ/mG9mX00uQk9VuOVTQW38a5xYkeWp2Kt6EGvryQqYGvms5BrPb5rTufSKt5lESpxz0WMcSFq+12vYHi5HC2hbozgOdqPuF/syh3LG8boEB2Br4cQkKXsHze1+hvhAbo6I5c6RqvkqvZNk8G91MDX4Srht3zxUnL4lzdfHTYOVf+hL99UuP6+yc/rZ/k32HQypxdpG6GZkNBciTdwqkYzZFaqDJ1TTNjbvQMWxmzTf7OU1UpKv5IQWI439H+m7cMt/Mb/SOE9exa0P1e5+AYCbiv21YRowa+vIhLjkrhWYfb4uLY0bf5tHZmdgtlrQOYCeUjpYhHHeeRk6J28J6O1RnR7BhX+EdLg3Q2lM/bazt9Kt3XWouq8F8QDFoNf/n6eh6Of5DH7OdQoyRSpqRxr+3/+LDkIe67qETt5KjiQg18eSH5iWGAIEXq4Ax5C6tFGVUdC6f6ausfJWFC4Gs4IB6DVnOYGSqLhSRJlKxaT5nibHiwUq5j567tMzbgrG7tJVdyljrWikSyklSD6JkQmbGaMeFUxq2Wqtg+Twb3zX3ua80qNATGqB1m5gu9Vubyo1I4Vd7Kh4Zv8hv9I9h3/ZO6riFazaPs++w1XtDfxQnyTkBw8epktQxklhQmhlMu0gHQSgqW1tJZlV7PlKkeRFpZIi5M9SFS8T+WJYS6FD4AeaKB6s6F2++Z+kZJnNAttUuOIVq9D3oNhYnhlMWcgU049+AXaj7iuW2N08xyqmRLTZOV6YWJqq3FdKxOi3RZWwCkDJce0OxrrjT3jpA84Vrr1cUTHqhWXCwEkcF6nrz2JLK++Ev+s/553jz2Wc677n7uvbAEjawGvVTcqDU2XkhYgI5jI3r529itALzqWEt562UsTwqfZubcaDWPkTQh8KWEqioIb+L8kiT++f7RpEvtvOpYR6/Dzsc13ZyYFzvtXGvbPpf0t1yksUz195oRJZmx7N6VxTqpgjS5k4bGOhRlDfIRfoE2945wrvU+4uklVjKzIVrtuDSf/N/6NG79MIwEyanQu13zD6776zEIfQgP8CdyZBNP6X/ONbZbuerYEz28Wt+jMDGMp5R0LtJ8BECqpZq2/rF5V4y09I3yf5q3yZDaMIkYPg09Td28qvglYQE6esPyYLzRYr7cSHnrwAHNJOYLk3l00n7PEZKsqiG8jFOPWs5Lb2zAKrT8x3E8pWWd/GjUdtigSUvfKANj9kmPLdSZwZ/IjAmhSpfvGq+Wq9jR1Dcv32nNfSOkSG4bGaEq/BcUjSxxSkEcp6gNi1QOg6r48lJCk5YxKpxZuEKpgdLW+fEYOhht/aMk4s5KaCLVm7M3kRETzO74izjK8nu+Y7+WZhHH/w5i3D2V3mErnwzFcazlV3zD+k2etp9MfoIa+JoJq9MiXfJ3gGzLPuq6h474dZt6R1CQaSWGXSJb7fAzz8SFBbBi4xm85jgKgBhpgPv77+DOrtvJkZ3XzB4lA+Oq88iICfbkUn2S1Kgg6nVZrnGh1LAgPl8m8winyVu5Svsa9+j+Rkq4miVX8V9CEvOxjCuMC6RG9rUtnOKr1TxGIu7AlyZSVR17G+eXJPFd5QbusF/DdpGHxS54ec/hLS5KTf1cIH/EZZp3KZTqiQ6USQxXVbLTIcsS2pTV2IXzOLxKrp43g/vm3huCWecAAEd3SURBVFGSx60t7EImMFo9W6moeBo18OWlFCZHsU84b5Jpcif1LW0L9l6t5jGXx9eACCIqSi2H8zZOW5XNCO5NzJvlHYxY7YeZAbubzQhkmkUcbyhrKdUWkB6tBlpmQlJEIHUBha7xarmKbfNQ7tjcOzJpnKr6Pcw7N56YzeMh19EunK3Kc2QTq+VqAIaFgfv1N/Pt0wsP9xIqh0CSJIhb4RovlxsoW4CkjKlvlKTxEpERYSAsSs3gqvgvyxKjqBTOAFSG1E6tqWPB3stkHnGVOvaLICKjohfsvVTmRlSwnk3LJt/z/rPt8N0ddzT1ca32JX6q+xP/099FSWKgquSbIcszEl3nrVyphYr6mXfSPBzNfe5Sx3aiSIpWO0irqHgaNfDlpRQkhlGmpLvGUsfeGXd2mS1tfcMu3yGTiCYxQs0SeRtnFyVOKvUZsTp4s+zwm+OdU7o/FiVFoNWol/xMkCQJOXWda7xarjriLGD/iO2AUgS1tfX8Exqg4ydfPoVrpbupVRJcj7eJKK7je9z+5QtUb68jICslkXrFeShbJjVR3jK/7d8BTH0jrmSMScSonbBU/JqCxDD2jft4ypLA0b4w3nkAbX0jrv1eq4hRu6V6KZesmazE29VsPsDDayL7auvJk50Bm1KRTmG6alkyU1alRbJdcXbyliWBoWMno1bHNLOmp6unlwCsgGpsr6LiLageX15KYWIYb4ybCANkO+po6Bkmyzj/GYPR/k4MkvNA3ipiSAhXD+PehjHUwMbsGD6s6iKEEc7UbOHFLQGcX5J0yDk7myYfSFemRizwKv2LvMwM/lR1Bg0inq1KHrYjDHw19g5zlryZFXI9DSKOt5U1ajetBSI/IYxf33QpD7xcyGDNJ2hQCMzYwN1nF5Mdq2Zdj4TCxDDKRDoZdBAg2RhuKQPWTTtvNgz2thMoOQ8MJhFDktrRUcWPKUgM4zGRzqXj4wxbDS19owtyUB7ta3P5fqqJTu/l+FwjsaEGBgf7uUDzCSfKO/nrJ4k8+IWSA547bLET2rENxivCP1fyWZcRtcgr9l2KkyP4N7nAmwCslCrZ3WJmfeaRqSFrzIJ8y5NEM0CQNMaP1QSOiorHUQNfXkpsaACtATkwnnQolJ1eKvMd+FIUQdOAwh1cRaLUTaMSz/+pGyGv5OLVycTUPMd9uicJkizc3gx1XevIPMjvhKIIxpp3cY/2HbYpeWxW8ilJiVj8Rfswa9IjOdd+hfuB7mF6hixEhxjm9Hr13cOcrNnOBZpPALgioBidqsBbMNKig3nsK+tQlLUAR9yYQMVJUXI4/1EyOVuzBYDE0X10DowRO49dF6WBZtfPJhFDmqpKUfFjEsMDaNDnwLjIa4VUT6mpf2EUIv0tMH4rbBUxZKvJF69Eq5H50vo0lr3/DU7VbAfgP3tfpfesQqKmKJZ3NPVxlFTuGm8T+VyRGrmo6/Vlgg1a+mNWYe+T2SdS6RbhbG/sO6LA17DFTu+wFZDoIZweEa4q/FVUvAD11OXFGJKWu1oaF0gNlB1G5jxXuoct9DkC+KfjJB6yf4HnlONIUjdCXslphXF0GNIIkiwAfEHzAf/c2nzQ59Z2DbHatoMrtW/wiP43nKzZoSq+Zkl+QhiBOs2kx46k3LGhe4Q0yV2eqo/JmPNrqcwcWZbUoNc8khkTQpXW2fhhWBgIY5jdLfP33TQwZiPS6r5OWoRRVXyp+DWSJKFLLHIZbK+Q69mzAPu9gTEbZqvEa46j2K1kUi2S1GvLi7l8bSrPC3f34S/xGv/4vOmA531S08PRchkAipAYjl9LoF5zwPNUDk1qei5Flj9xjvV+nnacwo4jVPg3940c8Jhasq+i4nnUwJcXk5dkpEY4S9lyJBNVpq55f48289iksVaWiJmjokVlYTFoNRSsPp4KJQWANXIVpds+xGI/0Ivgk5pujpIrXePGoBVqCess0WlkVk5RyR1R4Ktn2BX4ahVRJBvVjKyK7yHLEvbE1ZxieZAVlid4wnEWe1rM8/b6LRM6YYFT8aWWY6n4O3kpsVSLJHpEKCYRTek8XlP7aTWPUi7Suc52K+dZ7+NvjlOJVzv/eS3GUAPBy8+kUYkF4DjNXj7+5EPGbJP3fGVlu1gmO5Ogu0UWxTlpi75WX2d1RvSkBlLbm/qOyGevuXd00jg21ECATg1Gqqh4GjXw5cXs91IB0EoK1tb5Nzxt6598c44LC5hkoq7iXVy2Lo2/Ok51jS+yvcirew/s+Lm5qs2VAewUEaTkFC3aGv2JNemRBDHG0XIp12peZFtD75xfq7Ozg2jJ2aa+UYknPSZ4vpaporKoFKTEUS2SUca3EPOp+DKZ3R0dAUaCEjBo1QODin9TlBTOpda7WW15jKts32GPaWDe93umvsn7PWOoQb22vJwvb8ziL47TXOMvWf7BPyeovhq6h8nt+9A1fsOxhpML1C64s2V12uREpHnERl338Jxfr7l3hG9p/8092r/wFc0bpEWqggIVFW9ADXx5MYWJ4ZQpaQyKQLYoyxgds9DWPzb9xFnQah4jW2ohWepEh13NrHs5WcYQWlLOwSycQZNz5M/4z3vbJm2QLXYHSsPHLnPo9x3FbMyJ9ch6fZ3VaZH8VvdbntHfzx26fzJgqjyowm4mKL11rp8bRJwa+FLxWYqSIyaN97SY5+2Q3tI3MinwJUWkzsvrqqh4M8uTwhkgmP0GXP2jNlqmBKqOlFbz5NdTbS28n+KUCOpSL6ZLhANwluZz3n7vLYYtzoZUz25r5mKNO/C1NWADK6fcn1WmJzE8gPgJPpVBjB2xwv98+ROu1L7Bbdr/kBwdOh/LVFFROULmFPh65JFHSE9PJyAggHXr1vH5558f9vlms5kbbriBhIQEDAYDubm5vPrqq3Na8FIiJSqQ/+lOp8jyOJda72aHyD1sO+O50Goe5Re6P/Cx4ZuUG64kKUw3r6+vMv/837H5POPYBIBecnBM73O8W9Hp+vuPqro51rHFNX5PWcnR2UfWnWapUpIayQ6R4xoXUzGna9A8YiXaYnKNG0UcGdFq4EvFNylKDp80No/YDijtmCstfaNsVvJ5zXEUu5RMgqMP3blWRcVfSI4MJDJo8v5r7zzv90zmMVwO+qiBL1/hxtOK+J39fNf4NusfeOiNfYzZHOzc9iH542WO25UcCovWqJ6Wc0CSJFanRfJT7R/5UH8Lr+jvZHvD3ANfTV1mEscTOI0ijnR1v6ei4hXMOvD1r3/9i9tuu4177rmHHTt2UFxczGmnnUZnZ+dBn2+1WjnllFNoaGjg2WefpbKykscff5ykJHUzOx2SJJGbGI2Y8DGVtQ7M63u09Y+RKPUA0EMY8ZFqVsLbOSU/jg8jzsc63vjgSs3r/O2tLSiKc0P7+q56ztF8BsCo0DOUdCyxoaqSby6EB+roDF/pGq+Sqtg2h81QfffwJGP7ZuJJVk2FVXyU5MhAUgKt3Kp9lid1P+P72qfZPU+eRC19IzzhOIvrbLdyvvU+kqLUA4OK/yNJEsuTJgaUBXvmsYQYnGXEnxpu4l39bTyke1RV+PsIa9KjaMn8ArVKAgCr5BpCPv8Vp/7qQz4ZSuKr1u9QqyTwtP1k/m+d6u81V1alRZIlt5Iqd5Ehd1DT0DDn17J2N6CRnHvyRhFHeoxqbK+i4g3MOvD10EMPcfXVV3PllVdSUFDAY489RlBQEH/+858P+vw///nP9Pb28sILL7Bx40bS09M5/vjjKS4uPuLFLwUKEydn1uc78NVpHiBWMgPQKqLVjZAPIMsSF5+4jqcdpwAQKFk5tfPPPLu9ha5BC2LfS0RITm+C15S1bFqZ7cnl+jxBmWtd3VXXyFVsm4P8vaFnmHSp3TW2hKWj1aiV5iq+iSRJ5CXFcL3mf5yo2c1x8p55M7g3HVCOpR4YVJYGK5LC+brmVf6pv5cdhm9Q2TK/DY16+vpIlHrJlNtJkrpVxZcPcdd5JdylfANFONVc12v+x1ivU0X+vlLC6daf0ZV2NnnxavJ6rqxOi2SH4lb4R/buwjxinfXrWO0KhsFG17hRxJGhWluoqHgFszp5Wa1Wtm/fzsknn+x+AVnm5JNP5rPPPjvonBdffJENGzZwww03EBcXx/Lly7n//vtxOObmk7PUKEwMmzASVJjmbq59MBSzu/yqVcSonf98hPNWJvJi+BcZFM7Pa61cyS9e3sHXn/iY66XnXM97XpzIWUWJnlqmX1CckUCZcGZRc2UTNQ1Ns/Yzqu8eIUN2B760MZnzukYVlcWmIDWWKpEMQLZkoqKpfZoZM2Oqr5GqjFRZKhQlh5MvN7Fe3keUNITVtGdeDe6VvmbXz85Ep3pt+QrpMcFsOv18HrBfDsDD9ovpxG3I7pC03HH2Ck8tzy8oSAhjj5TnGq+Wq9jZZJ716zT3jZCKW+HfKOJIU0sdVVS8glkFvrq7u3E4HMTFTe4YEhcXR3v7wTe9dXV1PPvsszgcDl599VXuuusufvnLX3Lfffcd8n0sFgsDAwOT/ixVViSFs0aq4Endz9huuJZ1Q+/QOTg/Bvc2h4J+2B34MoloEtTW1j6BTiPzzXM38KD9Uv5mP5lzrPfRadHS0N7jes7nSh4JRSdjDFW7yRwJa9Ki2KHkusZpY+XUz7LbT0P3MB86injHUeL8XGJj5nuZKiqLSlFyBLsVZwBXIwlo24VDObJD+uCYjeGRUSb6EKmBL5WlwvKkcPYqGa5xhq163rzznPu9VtdYDXz5Hl/bmI5l7Q1cZ72FPzjOnvR33zszf0qprMps0WtlrPFrXONVcvWcDO4beyZbW/QZkggPVP2TVVS8gQWvtVEUhdjYWP74xz+yevVqLr30Ur7//e/z2GOPHXLOAw88QHh4uOtPSkrKQi/Ta8k0hhCmE5yo2U20NEixXMue5vnxfegYGCMRd6CkTUSr0ncf4oS8WIaKruQu+9cYxRmwHCCYr9m+Q6uI4j5xFbeckjvNq6hMR0pUIJX6Qtd4jVw1681QQ88wv3FcyNdt3+EL1ntU2buKz1OUEs4ekeUa5zlqqO0aOqLXNJlH+YrmDSoMX+Ud/bfYIJeph3OVJUNSRCCNBnep1Qqpnj0m87y8dnv/GAmSe7/XKmLUoLKPIUkSPzq3kE0XXUNufDjBeg0rksJ59P9WcdWxqop8PsjOyqJRcXZBL5Zq2dVwcP/qw1HfPTIp8EVkxqGfrKKisqhoZ/PkmJgYNBoNHR0dkx7v6OggPj7+oHMSEhLQ6XRoNBrXY/n5+bS3t2O1WtHr9QfMufPOO7nttttc44GBgSUb/NLIEkrCSvarZovkWt5pMXNyQdxh582Etv6xSW3jO+VYIoLUrIQvcf8FK6jvHmZXs9n1WKOIZ5PlF/z44rUkR6r+OEeKJEmQsg7GLRvWyFW80NjHJWtmdk9SFEF1x+SAgBr4UvF1YkMDaA3KB5tzXCTXsbvZTG7c3D1mTH2jJEtdBEg2sqQ2ggKDCNBppp+oouIHSJKENrEYR7OERhKskOv5n6mfs+fBrqDVPOrqMgfQo4lVVSg+iCRJXLw6mYtXJ3t6KX7J6tRItn+SSxqdBEg2rC27sTs2zsqTtaF7mBPGPV3HhI7w2KV3fnU4HNhsNk8vQ8WP0Ov1yPKR67VmFfjS6/WsXr2ad955h/PPPx9wKrreeecdbrzxxoPO2bhxI8888wyKorgWXFVVRUJCwkGDXgAGgwGDQS3P2k9eWhK1bQlkyW0USI38prkLyJt23nRM3QjZQpKch3wVnyFQr+GZq9fx4OuV/GdbM8NWBxkxwdx+2irOWJHg6eX5DTnZObQ0xJAsdVMs1fLDWWQBTeZRRm2TPQ2PJDigouItBKcsZ6xWR4Bko0iq44mW/hkHhA9GS98oKZLb0FtEpM7HMlVUfIa8lFiqm5JZJjWTI7VQ0dwF5B/x65rMoyRP2O/ZQ9X9norKVFalRfKQksOFmo8BWK5UsK9tkBXJMy8jbe42uxRfdSKRtJils98TQtDe3o7ZbPb0UlT8DFmWycjIOGTsaKbMKvAFcNttt/GVr3yFNWvWsHbtWh5++GGGh4e58sorAfjyl79MUlISDzzwAADXXXcdv/vd77jlllu46aabqK6u5v777+fmm28+ooUvJYqSI9glssiiDb3kwNKyByE2HvGmpdU8xvIJGyEpUs0g+SJBei0/PLeQu84uYNhqJyxAzeLON6vTItmi5DMq1fGpUkBbVw/mESsRQdPfgKs7BwllhCECEMiEBWiJVX3XVPyA5SkxlNWks1qqJl3uoK6pGVg+59dr6Rth/XjgyyJ0hEQnzdNKVVR8gxVJEZSKDJbRjE5yYG/djRDHzsN+b5SjJgSVNZFqUFlFZSpRwXo6wopg3FrP6fPVO6vAl6m7nz84ziZLaqNBxJG+hBT++4NesbGxBAUFqcF1lXlBURRaW1tpa2sjNTX1iH6vZh34uvTSS+nq6uLuu++mvb2dlStX8vrrr7sM75uamiZJ0VJSUnjjjTe49dZbKSoqIikpiVtuuYXvfve7c170UqMoOZw/KVlcNJ6ByLBW0dQ7csRdQtr6R9kkOb2KhkQA4RGxR7xWFc+hkSU16LVAFCaG8yXxDYZt7nvb9sY+NuVPX3Jc1THE73W/okSuoVYk8rPYh9TNgIpfUJwcwR4lk9VyNQCGzt1Y7Kdi0M6tPLGld4Tk8cN5i4ghKWrpHBhUVABWJIfzeyWLizUfApBrq6S+e5hMY8gRva7JPMr544nOPhFCVFT0Ea9VRcUficwoZqgsgBBpjOVSPb9sMvPVjTObO2p1UNMPPxeXuR57eYkEvhwOhyvoFR2t3l9U5hej8f/bu+/wqKq8D+Dfe2cyE0J674UkkFCSkAAhSG8BUcGysoAUxbaCiICCrihrWVjLrg1BFxX1RQF1xV1QECkBpAdCKCEkISGBFJJAep973j8CF4YUkpBCwvfzPPM8Ofeee+aMzmHO/d1THJCeno6qqiqYmDT9XrfRgS8AmD17dp1TG3fu3FnjWEREBPbv39+UtyJU72qVou8GKNXpEDkJx87n33LgKz2vDJEV/4AD8mEv5WMk14MiqpVOK6OHhz0OJl9SjzU88FWICXI6OkvlcEc2PJ0dWrKqRK0myMMK64U/HsWW6jTiceJCAcK8bJpUXsHlLHSWygEAF7j4Nt2BXK1MkWzaHbgyO763nIiYtLxbDnylXyqCM6p/v86zbRHVqbe3A16MeRIZwg4nhTccGrGZUVJ2EcR1mxtLEuB7i223vbi6ppeZGe8lqfldneJoMBhuKfDV4rs60q2TJAk692BUiuqn6EFSEmKvW8y8qTLySyEg4yJscEp4w9XK9JbLJOqobryZP9zAzlBmRjqcr4ysTBDu6Op0Z3SCqOOzNDXBJdtQfFs1HPMrnsb3VUNwpAnbv6sup6p/nhcO3JyD7jiSJMHCMwilorqTHyIl4mhq3i2Xe/5yKaZVLsKLlU/g31X3MPBFVIcwLxv8ovTHUeGPCpjgQl4pMvJLG3TtmaxCo7SHjRk66e6sDVo4o4FaQnN9r5o04otaX3cPR5xO8UAvKQV+UjriU9MBdL+lMi/kGf9Dzm3jierW57rAlz3ycSGtABVV4dBp635+oCgCupxTwJV+zynFiwvbU4fi4dMVL2c/rqajz13GE00oJ7+0Elbl6cCVZfPOCweE8+ac7kBBXvb4x5k/I1tYI0bxhU3aLQSTUf07lJZXgSTl2vp70xlUJqqVn4M5LEy1KCyrUo8dOZeHcUE3/z06k1UEZ+TiImygQIa/Ix90Et1OOOKrnQjxsEas4gsAkCUBKeMYqgxKk8srLKtEXonxVrN8AkhUtzAvG/SSzuI33Qs4bPoXTMKvOJpa/w3JuUsl8FPOqulTwgv+HPFFHciNIyGjUy9DXD/Xo4FSc0uMdnS8AAd48Oac7kC9PWyw2jAGm5T+uAAHnM4oRGmF4eYX1iGnqBwVN/QX2d8jqp0sSwj1NP5dO5RyqY7cxhIz87FdvwBx+kexyuQd+PNBJ92GZsyYgQkTJqjpoUOHYu7cubdUZnOU0RoY+Gongtyt8KNhEOZXPI2R5W9jT2VXJGYXNbm885dLMVw+gpe0azBNswXOyIUbO0JEdbI208HC0RNd5QsAgAHySew8k13vNbHn89BdPqem00394WDOHR2p47gx8JVdWI7zlxs2LeR6KbnF8JIy1XSJuWe9oymJOqogdyvI183qqFIETqTnN7m8tBvao04j83eIqB59vGzgI2Xgcc0mrDb5BxIS4hp0XWFWMsykcuil6oEFXNqifZgxYwYkSarxGjNmjJrn2LFjuO++++Do6AhTU1N4e3tj4sSJuHjxIgAgJSUFkiTB0dERhYXGU15DQkKwZMmS1vxIjfKf//wHb7zxRoPy7ty5E5IkIS8vr8lltCX2KtsJO3M9sqyC8aMyGInCHQpkHLuFdb7OXy7FIPk4ntJuwusmX6GXeUGTd+IiulMEB3ZDguJW/beUhCNxSfXmP34+H92l6sBXpdCgs3sPrn9AHYq3nRlsO+tgiwKMlKMxTt6P6Cas83Uutxj/qnoIkytexl8rHwPsu7ZAbYluf5312hpT4m82urg+5y+XoK90GgPkE/CSMuFhrYMs83eIqC53+dvjPnkvXjFZg6GaY3C9dACZ+WX1XlNaYYB14Wk1fUp4wd+RI77aizFjxiAjI8Po9d133wEAsrOzMWLECNja2mLLli2Ii4vDl19+CVdXVxQXFxuVU1hYiHfffbfF61tRUdFsZdna2sLC4ta+q81RRmtg4KsdCfGwNkrHpDX9CeD5yyVwv7K1NQDA2qPJZRHdKYZ2dcB2JQQAoJEEnLL/wMWCujtD8eez4CdVjxBLEO4IdOeOjtSxSJKEvh4W2Kt/Fqt07+EF7bomBb5SckuQDRvsVXpijWEknBzsW6C2RO1Db08buCAX4+T9WKT9FjHncptc1vnLpXhO+yO+1f0dUfp58LNuvnoSdURBblY4ahKspgfKJ7A7of4R/meyCtUHnQAQJ7zhdwev8aUoArlF5W32UpTGLbmg1+vh7Oxs9LKxqR7R/scffyA/Px+rVq1C79694ePjg2HDhuFf//oXfHx8jMp59tln8c9//lMdCdYQS5YsQUhICD799FN4eHjAzMwMDz/8MPLzr93nX52e+NZbb8HV1RXdunUDAKSlpeHhhx+GtbU1bG1tMX78eKSkpKjXGQwGzJs3D9bW1rCzs8OLL75YYzmKG6cplpeXY+HChfDw8IBer4efnx8+//xzpKSkYNiwYQAAGxsbSJKEGTNm1FrG5cuXMW3aNNjY2MDMzAxjx45FQkKCen716tWwtrbGli1bEBgYCHNzczX42JK4uH07EuxhhU3Hr30hbu0JYCnCrwS+KoUGne3cbrl+RB1dqJcNVmr64ClsAgCM0BzFzjPZeLhPzcCxogjI6UehlavXVolVfNDLzapV60vUGkK8HRB7tgv6SfHwlrOQlHwWQM+bXne9c7nGT0297To3Yw2J2pfentYYfPRrjNUcAgBMTh0JoF+TyrqQV4pxV/p7BaITbGz5AIaoPlqNDAvf/ihM7AQLqRR3ySfwxpmL+FMtfb2rjl/IR3cpRU0XWAXccTs6Xu9ySQXC3vy9zd4/+pWRsGumKd3Ozs6oqqrCTz/9hIceeqjemRuTJk3C1q1b8frrr+Pjjz9u8HskJiZi/fr1+N///oeCggLMnDkTzzzzDNasWaPm2bZtGywtLbF161YAQGVlJSIjIxEREYHdu3dDq9XizTffxJgxYxAbGwudTof33nsPq1evxhdffIHAwEC89957+OmnnzB8+PA66zJt2jTs27cPH374IYKDg5GcnIycnBx4eHjgxx9/xIMPPoj4+HhYWlqiU6fal0maMWMGEhIS8N///heWlpZYuHAh7r77bpw6dQomJiYAgJKSErz77rv45ptvIMsyHnnkESxYsMDoMzc3jvhqR8K8bGCOEgyVj2KBdh2sLh5EfmnlzS+sxfnLJXC90hHKELZwt739hycStTUTjQwzv7tQIKoX3R4qx2D36cxa8yZmF8HHkKymo0VX9HJn4Is6njAvGxxRrk1NtMg5gqLyqnquqCklt8Qo7cXAF93BQj2tEaP4qWn3kpPIyG/82nkAcOFSsdrfuyAcuLA9UQPc1dUF+5VAAIC9VIDMxCP1jiI6cSFfXdO1QHSCvTun67cnGzduhLm5udHr73//OwCgf//+ePnllzF58mTY29tj7NixeOedd5CVlVWjHEmSsGzZMnz22WdISqp/OZTrlZWV4euvv0ZISAgGDx6Mjz76CGvXrkVm5rV7jM6dO2PVqlXo0aMHevTogXXr1kFRFKxatQq9evVCYGAgvvzyS6SmpmLnzp0AgPfffx8vvfQSHnjgAQQGBmLlypWwsqr7XuTMmTNYv349vvjiC9x///3o0qULRowYgYkTJ0Kj0cDW1hYA4OjoCGdn51rLuhrwWrVqFQYNGoTg4GCsWbMGFy5cwIYNG9R8lZWVWLlyJfr06YPQ0FDMnj0b27Zta/B/s6Zg4Ksd6elmhQHaeKzWvYPZ2p8xSj7c5FFfl3JzYC1VP2FnR4io4QYHuCBKCQIAWEklyD+zG2WVNXfc2n82F6sNYxBe9jFmVczB6c794GRp2trVJWpxQe5WiBH+ajpUOtOo36bi8irYFCXiz5rt6C+fgiWK4G3HHR3pztXF3hzxJt3UdIiUiJjUvCaVVXrpAnRS9W/UeWEPd+6WSnRTg/ztsUfppaZ7lx/GyfSCOvOnpKXBTaqekhwnvNDLw6bOvHT7GTZsGGJiYoxeTz/9tHr+rbfeQmZmJlauXIkePXpg5cqVCAgIwPHjx2uUFRkZiYEDB2Lx4sUNfn9PT0+4uV2bfRUREQFFURAfH68e69WrF3Q6nZo+duwYEhMTYWFhoQbrbG1tUVZWhqSkJOTn5yMjIwPh4eHqNVqtFn369KmzHjExMdBoNBgyZEiD636juLg4aLVao/e1s7NDt27dEBd3baMIMzMz+Pr6qmkXF5dGTRFtCga+2hG9VoNyl2tf1jA5AUeasJYKAMh510ainBOO7AgRNdDwACdsV0LV9EhlL3acrvkP9f6z1R2gLNhik9If/n7+NfIQdQSmJhqUOl/7bQqXT+PA2YZt/w4A53JLMEyOwTKTVVirexNDNbHwsOVvEt25ZFmC1q03qkR1Nz1UTsTRJmxoJISAJj9NTZ/ng06iBvGwNUOiVYSaHq05jK1xNUf4AEBZpQEW2UfV9AnFBz25tEW70rlzZ/j5+Rm9ro5uusrOzg5/+tOf8O677yIuLg6urq51LmS/bNkyrFu3DkePHq31fFPreL2ioiKEhYXVCNidOXMGkydPbtJ71DV1sSVcnfJ4lSRJNdYfa25c46udCfDxQmKWK/zkdPSQkvF+SiaAbje97nr5pZWwr0gHrgSNU4UT+rMjRNQgDhZ65HuOQln6v2EqVWKcZj+WHEvD2F4uah5FEdh/w41//y52rV1VolYT6OeL+Gx3dJPPo6eUjHcTU4HIhv02ncsthrd0bTh/kZkHTE3u3LVRiACgu5cLTqd5oqeUgq7SeZw8mwogsFFl5BRVwFm51rbOC3uMYX+PqEECuwfj9EEPBMhpCJUT8U7sKWBUzSmMcRkF6C1dG5lzWHTDw66WrVnV246NmQ7Rr4xs0/dvSTqdDr6+vjV2dbyqX79+eOCBB7Bo0aIGlZeamor09HS4uroCAPbv3w9ZltVF7GsTGhqKdevWwdHREZaWtX/fXFxccODAAQwePBgAUFVVhejoaISGhtaav1evXlAUBVFRURg5sub/v6sjzgyGmjNdrgoMDERVVRUOHDiAAQMGAAByc3MRHx+P7t2713lda+CIr3YmzMsGh6+spaKTDFDOR6PKoDSqjAuXS+ElXXtqcQ5OcLVmR4iooUaE+OJ3JQwVQoNopSuOxiehsOzaentxmQW4VGy81XAEA1/UgfXvYquuh6KVFJimH0BxA9f5OptTjC7ydTv52PnWnZnoDtHXxxaHlOqbHlkS6JRxCCUVjVs7L/VSCbzla/2985IzHC045Z6oIcb0dMYW5dpo5i6XonA2u6hGvoPJl+B53X1Vjk1vWJia1Mh3J5FlCXbm+jZ7yXLdC9DXpry8HJmZmUavnJzqtRE3btyIRx55BBs3bsSZM2cQHx+Pd999F7/88gvGjx9fZ5lvvfUWtm/fbjRdsS6mpqaYPn06jh07ht27d2POnDl4+OGH4ezsXOc1U6ZMgb29PcaPH4/du3cjOTkZO3fuxJw5c3D+/HkAwHPPPYdly5Zhw4YNOH36NJ555hnk5eXVWaa3tzemT5+Oxx57DBs2bFDLXL9+PQDAy8sLkiRh48aNyM7ORlFRzfbg7++P8ePH44knnsCePXtw7NgxPPLII3Bzc6v3v1drYOCrnQn1skG0uPa0oachHqczCxtVRtrlEqN/oIvMPKDT8qtA1FBje7rgbcNk9ClfgScr5+N8pSX+c+SCen7LiUx8bPIBXtd+iaHyUbhbm3LqFnVofb1tcVD0UNP9pFOIbuBU/DOZBfCXqjtpWcIabs4uN7mCqOML9bTBYXFthFcf6TSONnKdr5Qc49GU5ZY+0DTyhpDoThXqaYNDpgPU9DD5KDafrLmh0YHkS5hd+Rz6lS3HzIr56OrLhzftzebNm+Hi4mL0GjhwIACge/fuMDMzw/z58xESEoL+/ftj/fr1WLVqFaZOnVpnmV27dsVjjz2GsrKym76/n58fHnjgAdx9990YPXo0goKC8Mknn9R7jZmZGXbt2gVPT0918fqZM2eirKxMHQE2f/58TJ06FdOnT0dERAQsLCxw//3311vuihUr8NBDD+GZZ55BQEAAnnjiCXVkm5ubG/72t79h0aJFcHJywuzZs2st48svv0RYWBjuueceREREQAiBX375pcb0xtYmiZaeTNkMCgoKYGVlhfz8/DqH8t1Jpr39f/i6ZBYA4HdDb5wf8yVm3OXT4Os/jUpC6m8fY4h8DJ7SRSx1eR9f/aXthqMStUdPfXMYW05eCyD7OnTG7/OqF4Oc9t46fFP0FADgtOKBH/qtxyv3tO3wXqKWNv3jX/BVziQAQKzig18HrMXCMQE3vW7yv/6Lb/OrO4+7DT2RfPcaTIvwbsmqErUL0z7aiK9zpwAAohV/7Br0LZ6vZapVXd77LR4j9/wZwfJZKELC096b8Nmjd7VUdYk6nL/+JxYDj87DTiUEGw394enihF/mDIQkVQeQqwwKer++FYXXjXD+cFJv3Bfs2lZVbhNlZWVITk6Gj48PTE05qrQxlixZgg0bNiAmJqatq3Lbqu/71Zg4EYf5tEOO3j2RKywAVC9wH52S26jrU3KLscYwEk9WzseYin/AxdGxJapJ1KHdeGOelF2MX45nIvrcZYTn/aIe/8kwEGN71T1Umaij6OHXBScUb8Qovtit9ML+pJybXmNQBLSXzqjpBOEOP0fzlqwmUbsR4OuLJKV6BGSQdBYxSemNuj45pxgV0KJcmCAddnC3505zRI0xtpcr/lL5PNYZhqEYnRCXUYDY8/nq+UMpl42CXgDQ38f2xmKI6DbAxe3boT7etjhyvCtGaaJhIxUhO+UkhAhTnz7czNls44X4vO0715GTiOoywNcO/o7mSLhYBFOU42nt//Dtxhwo5k5YofkdAFAlZOy3HIWF3Naa7gARvnYYv/MNGFC9ML3mQgGKyqtgrq+7q5F2qQTeSiquXIIE4YZ7HS1ao7pEt72+3rbYvbcXcmCFg0oATp3PRkWV0uDlKVJyi/GniiWQoMAGRXjenlPuiRojwtcObtadcCGvVD229lAqgj2sAQC/ncyADpWoQPUUru4ulnC05IgnotsRR3y1Q328bXBIuTbUvUvJMaReKmnw9ck5xoEvHwa+iBpNkiTMG9UVXaU0bNMvwFztf/BW2Vt4LmcJrKXqNvazchfuHdC70YtsErVHYV42kDXXglwGRWBfUv0jkhMuFqHrlfW9ACBD5w1785bdjYmovejrbYMlVTMwseJVvFf1MLKrzHD8Qv7NLwQghEBKTnXfUEDGJVjyQSdRI2lkCX/u62F0bNPRc8gpKkeVQcG543uwXz8Lf9X+H7ykTET24Ah/apwlS5ZwmmMrYeCrHfJ1MEecaQjiFA98UTUGJxRv7L3JzcVVReVVyC8shIxrO0F2YUeIqEnG9HSGo1c3FInqXVG95Sz0l+MAAAWiE74xnYJJ/TzbsopErcZMp0WYl/Hoxh3xF+u95kxWIbrK1wJfcAhs8Ohloo7O2kyHAGfjEZAHky816NqcogoU3TAFy9uO/T2ixvpTHw9oZAm+0gV8ZPIhvpZew8fbEvB73EWMLv0VtlIRntD+gnA5DpE9ndq6ukRUBwa+2iFJkmDjF46xFf/A61XTECt88UfizddSAap3+HlUsxlx+kfxq24R+sjx3G2OqIkkScI7k/pjvvZlJCvXOjvFQo+5VbPx3IMj0LmeaV5EHc2wblfXjBTwlS7gaFwC6ttD5/j5fCQqbkhSXJCmOMDDlTs6El2v3w3rBe0/27AHnSm5xqP7dRoZrtadmq1eRHcKZytTTAh2xfsmy3GvZj9C5CRUHvwcy9ZsxAOa3QCAQtEJKc5jEODMTdiIble8I2unBvja4b/Hri1yui8pF0KImz4pT84phr98AXqpEoFSKswtrGBqomnp6hJ1WC5WnfDBX8bjhe+c4Jq5A1ZSEaL14Zj90DAMC+DGEXRnGRbgiF1bvscy7Sp4yNl4o/gRxGeNrPNm4PiFfGyuehwAoEcF3nC3as3qEt32wn3s8PW+cwAEukrnkZp8CeVVYdBr6++7JWcX4zXtV3CXchAv3LHZZjI0nHZP1CRzR3XFkuN/xufyMgDAEu1XKIUOOskAAFhtiMTkgYFtWUUiugkGvtqpAb72Runc4gqcySpCN+f6FwVOzinGEOkCAEAREmR7/xarI9GdwtfBHN8/OwJJ2eHIL63CK26WN70pIeqI/B3NAXMXeFRkAwCGyjHYcTq71sDXpeIKowWDy6FDEANfREYG+NqhjxyP5SYfwEnKw0dVExB9bmyNfuCNErOL8LB8HH5yOgaLWMTazWqlGhN1PB62Zgga+hC+2hmN6dqtMJEMMEH179dZxRm7HCdjXbBrG9eSiOrDqY7tlIdtJ7hdGbLujFwMkE9gbwO2jk/KKoDflcBXqnCEuyO33CVqDpIkwc/RAmFeNgx60R1LkiT4BPZGmuIAAAiX47D3VHKteW9cpNvURIafg3mL15GoPbHprENnZz84SXkAgEFyLHYnNKC/l5ELbykTAJAoXOHvwqAy0a2YPdwPe/1fwL+r7kaFqO7nxSi+eFbzCpZNuosbGRHd5hj4aqckScIAXzus1/0N+02fxUqTf2FfQv2LCANATkYyOkvlAKo7Ql2duG08ERE1n2EBTtihhAAAdJIB1hd2IKugrEa+2LQ8WODajsSBLpbQatgtIbpRz25dEadU7ywXJCUjJj7ppteUZ5yGVqreyOi08EA3rj1EdEs0soTlj/SFYdSbeMDi/zBaWonPun6GFbMfhC8f2hDd9tjDbMcG+NkhS1TvoGUplaLk7D6UVxnqzF9eZYD+0hk1nSjcEejCwBcRETWfu/zssUMzQE3fJ+/DptiMGvliki4gWv8UftUtxFOa/yHY3boVa0nUfgzyd8BuJQgAIEsCNln7kVtUXmf+vJIK2JVcC46dUTxq7A5JRI2n1ch4eogvNi64G7+9NgmfPNIHnnbcJIxuD5IkYcOGDW1djdsWA1/t2EA/B+y60hECgAglGgfO1r3NdeLFIgTg2pST04oHR3wREVGzMjXRwLb7EGQJawDAEDkG22PijfKUVxkgpe2DTjIgUE6Du5SN/l049Z6oNqGeNjgoB6vpwXIs9tSzm/fpzEIEyGlqOknygI995xatIxFReyNJUr2vJUuWtHUVqRkx8NWOOVjocdF5CBRRPad8uHwU2+Ky6swfl1GIXvK1wFeOZQAsTE1avJ5ERHRnuSfEAxsNEQCqpzu6Z2zF2ewi9fyxtHz0FcfV9D7RA+E+dq1eT6L2QKeVofG+C2Wius82QnMUW0+k15k/PrMQPaQUNV1u2w0mnEZMRGQkIyNDfb3//vuwtLQ0OrZgwQI1rxACVVVVbVhbulX8FWzn+vbohmPCFwAQKKfh+KkTEELUmvd0RoEa+CoSpjBzCWi1ehIR0Z1joJ89tpsMUdNTNVvxf/vOqenfTmRglBwNoHqH4Vz7frDprGv1ehK1F0N7eqqj/B2kfOSd+QNllbUvb3H8fB6C5eqpjtnCCnYuXVqtnkRE7YWzs7P6srKygiRJavr06dOwsLDAr7/+irCwMOj1euzZswczZszAhAkTjMqZO3cuhg4dqqYVRcHSpUvh4+ODTp06ITg4GD/88EOd9Xj55ZcRHh5e43hwcDBef/11AMChQ4cwatQo2Nvbw8rKCkOGDMGRI0fqLHPnzp2QJAl5eXnqsZiYGEiShJSUFPXYnj17MGjQIHTq1AkeHh6YM2cOiouL6/8P104x8NXOjQh0wjZDbzXdvWg/4rMKa817NjUN7lL10PiTwhsBLtatUUUiIrrDmGhk9Ow7FDFK9Q13D/kcEqJ/R2FZJYQQSIjdhy5y9Y5zB5RA9Ovh35bVJbrtjQx0whalr5oerBysczfvi+dOwUqq3jgiRvFFsKdNq9SRiKijWbRoEZYtW4a4uDgEBQXd/AIAS5cuxddff42VK1fi5MmTeP755/HII48gKiqq1vxTpkzBwYMHkZR0bW3GkydPIjY2FpMnTwYAFBYWYvr06dizZw/2798Pf39/3H333SgsrP2+vyGSkpIwZswYPPjgg4iNjcW6deuwZ88ezJ49u8ll3s60bV0BujUBzhZY1jkCqPgeADBWPoitJ7MQcMPuPRVVCv5IVxBatRI95WQokDGTHSEiImohj/T3wr/+iEQP6TN8axiOU1UO+PfuZPTztsXg0t/VHsgmJRxTerm0bWWJbnMOFnrkug5H1cXPoJUURMqH8MnxTAwPcDLKl19SCZvLx4ErAyiPKb4Yyf4eEbWVvR8D+5bfPJ9LMDB5rfGxb/8MZBy7+bURs4ABLROsef311zFq1KgG5y8vL8ff//53/P7774iIqF7yoUuXLtizZw8+/fRTDBkypMY1PXr0QHBwML799lssXrwYALBmzRqEh4fDz88PADB8+HCjaz777DNYW1sjKioK99xzT5M+29KlSzFlyhTMnTsXAODv748PP/wQQ4YMwYoVK2Bqatqkcm9XDHy1c5Ikwat7P6QccYK3nIUI+RTeP3Ics4f7QZIkNd+pjAKUVykohyV2KdULpH7sad1GtSYioo7Ow9YM5d3uw8g4f5wTzgCAlTuT8KMcjS2aHQCAMmGCU9bDuOMcUQPc1csfB7YGopecjCglGNtPpqH8/p7QazVqnpjzeditBGFuxTMYqDmBaKkH5rhY1lMqEVELKi8ECutek1Bl5VbzWElOw64tb/qop5vp06dPo/InJiaipKSkRrCsoqICvXv3ruOq6lFfX3zxBRYvXgwhBL777jvMmzdPPZ+VlYVXXnkFO3fuxMWLF2EwGFBSUoLU1NTGfaDrHDt2DLGxsVizZo16TAgBRVGQnJyMwMDAJpd9O2LgqwO4N8QNPx8egOfknyBLAr3ytuNk+gj0dLNS8xxOMd7t0dehM6zNuJ4KERG1nOcieyEy7rKarjAY8IT0H5hLZQCAHwyD8cCgEKMHNURUuzE9nTHl18eRJWxQDh1QBfx+6iLGBV0bMflHYg4uwRIblIHYoAxEqKc1dFqubEJEbURvAVi43jyfmX3txxpyrb7lHp517my8I64syzXW066srFT/Liqq3shn06ZNcHMzDubp9fo632fSpElYuHAhjhw5gtLSUqSlpWHixInq+enTpyM3NxcffPABvLy8oNfrERERgYqKilrLk+Xqf/evr+v19bxa16eeegpz5sypcb2np2eddW2vGPjqAMI8bfB+52GoLPsvdiu9kChc8Z8jF4wCX1Fnso2u6ePFbeOJiKhldXWywIwB3vjyj5QrRyQEyGkAgEvCHOsspuL7MPc2qx9Re+JhawYX70CkJl97mLn+cJpR4Csq3ri/N9CvlptJIqLWMmB206ch3jj18Tbg4OCAEydOGB2LiYmBiUn1rrvdu3eHXq9HampqrdMa6+Lu7o4hQ4ZgzZo1KC0txahRo+Do6Kie/+OPP/DJJ5/g7rvvBgCkpaUhJ6f2dR6v1hOo3rnSxsZGref1QkNDcerUKXU6ZUfHR0AdgCxLCA3rj7DyFXis8kXsUoLx45HzKKmo3nK1pKIKZslb8anJP3GvvBdmKMOQbg5tXGsiIroTLBwTgBAPawCAEy6hn3Qal4Q5njK8gL/+aTBMTTT1F0BEqof7eBildydkIzW3eiH7jPzSGhscDe7K/h4RUXMZPnw4Dh8+jK+//hoJCQl47bXXjAJhFhYWWLBgAZ5//nl89dVXSEpKwpEjR/DRRx/hq6++qrfsKVOmYO3atfj+++8xZcoUo3P+/v745ptvEBcXhwMHDmDKlCno1KlTnWX5+fnBw8MDS5YsQUJCAjZt2oT33nvPKM/ChQuxd+9ezJ49GzExMUhISMDPP//cYRe3Z+Crg3gg1B0FMFfT+aWV+DH6PIDqp3/3SrsRqTmMj3Qfo5/mDAb68wkgERG1PFMTDdY8Ho5J/Twga7SYWbkA08w/w7xHp6J/F7u2rh5RuzK2lzPM9dUTNuyQj5nyRqzcmQAA+G9MOhZqv8MY+SD0qICFqVYNOhMR0a2LjIzE4sWL8eKLL6Jv374oLCzEtGnTjPK88cYbWLx4MZYuXYrAwECMGTMGmzZtgo+PT71lP/TQQ8jNzUVJSQkmTJhgdO7zzz/H5cuXERoaiqlTp2LOnDlGI8JuZGJigu+++w6nT59GUFAQ/vGPf+DNN980yhMUFISoqCicOXMGgwYNQu/evfHqq6/C1bUB00vbIUncOEn1NlRQUAArKyvk5+fD0pILdNblsdWHsP30RTXtamWK7QuGYt7XUXg39c8wk8pxSZjjWde1WPPUoDasKRER3YkqqhTkl1bC3lzHdb2ImuitTadQtvdTvKz9Fp2kCjxbNRfPPrsAS1f/iC9LnwMAHFS64Yegf+Pth4LbuLZE1NGVlZUhOTkZPj4+HW4nQGp79X2/GhMn4oivDuTxgdVRZAkKJsh7MLv4Y0xbdQBdzn4LM6kcALDREIEJYd5tWEsiIrpT6bQyHCz0DHoR3YInBnVBluyITlL1osZ/1XyFif/aiElFX6t5fjX0wwOhXD+PiIgI4OL2HUqErx0iutjhibSFGK6JAQDYphdiqLb6b4OQsF57L9b1cqm7ECIiIiK6bTlamsK7//3YsX8LhmmOwVm6jP36Z6GXqnfsyhaWOO48Aa/6cCMjIiIigCO+OhRJkvDqvd2xRhmtHhujOQTTKx2hrw2jMW7oQHTWM95JRERE1F7NHdUVy82fRZawBgA16AUAr1TOxPNjQziykoiI6AoGvjqYQBdLjLhvKl6pfBRV4tr/3h2GYGx2eRozB9a/qB4RERER3d7MdFose3QMnta+gT8MPQAAOcIScyueQeDwybjLj5sYERERXcWhPx3Q5HBP/KBdgPs39UGP8qPIFLYwDRiFTx8KgU7LWCcRERFRe+fnaIFP5z6MT3aE4d2UizDrZIqpET4Y09O5ratGRER0W2lS4Gv58uV45513kJmZieDgYHz00Ufo16/fTa9bu3YtJk2ahPHjx2PDhg1NeWtqoIfC3DE+ZDJScsbDwtQEzlbcYYOIiIioI3G0MMWS+3oA6NHWVSGiO5yiKG1dBeqAhBDNUk6jA1/r1q3DvHnzsHLlSoSHh+P9999HZGQk4uPj4ejoWOd1KSkpWLBgAQYNGnRLFaaGM9HI8HeyaOtqEBERERERUQek0+kgyzLS09Ph4OAAnU7HNQapWQghkJ2dDUmSYGJicktlSaKRIbTw8HD07dsXH3/8MYDqyK6HhweeffZZLFq0qNZrDAYDBg8ejMceewy7d+9GXl5eo0Z8FRQUwMrKCvn5+bC0tGxMdYmIiIiIiIiohVRUVCAjIwMlJSVtXRXqYCRJgru7O8zNzWuca0ycqFEjvioqKhAdHY2XXnpJPSbLMkaOHIl9+/bVed3rr78OR0dHzJw5E7t3777p+5SXl6O8vFxNFxQUNKaaRERERERERNQKdDodPD09UVVVBYPB0NbVoQ7ExMQEGo3mlstpVOArJycHBoMBTk5ORsednJxw+vTpWq/Zs2cPPv/8c8TExDT4fZYuXYq//e1vjakaEREREREREbWBq9PRbnVKGlFLaNEt/goLCzF16lT8+9//hr19w7dVfumll5Cfn6++0tLSWrCWRERERERERETUETVqxJe9vT00Gg2ysrKMjmdlZcHZuebWyUlJSUhJScG9996rHru624NWq0V8fDx8fX1rXKfX66HX6xtTNSIiIiIiIiIiIiONGvGl0+kQFhaGbdu2qccURcG2bdsQERFRI39AQACOHz+OmJgY9XXfffdh2LBhiImJgYeHx61/AiIiIiIiIiIiolo0asQXAMybNw/Tp09Hnz590K9fP7z//vsoLi7Go48+CgCYNm0a3NzcsHTpUpiamqJnz55G11tbWwNAjeP1ubrxJBe5JyIiIiIiIiK6s12ND12NF9Wn0YGviRMnIjs7G6+++ioyMzMREhKCzZs3qwvep6amQpabd+mwwsJCAOAIMSIiIiIiIiIiAlAdL7Kysqo3jyQaEh5rY4qiID09HRYWFpAkqa2r0ywKCgrg4eGBtLQ0WFpatnV1iNottiWi5sG2RNR82J6ImgfbElHz6WjtSQiBwsJCuLq63nTwVaNHfLUFWZbh7u7e1tVoEZaWlh3iS0fU1tiWiJoH2xJR82F7ImoebEtEzacjtaebjfS6qnnnJBIREREREREREd0mGPgiIiIiIiIiIqIOiYGvNqLX6/Haa69Br9e3dVWI2jW2JaLmwbZE1HzYnoiaB9sSUfO5k9tTu1jcnoiIiIiIiIiIqLE44ouIiIiIiIiIiDokBr6IiIiIiIiIiKhDYuCLiIiIiIiIiIg6JAa+iIiIiIiIiIioQ2Lgqw0sX74c3t7eMDU1RXh4OA4ePNjWVSJqU7t27cK9994LV1dXSJKEDRs2GJ0XQuDVV1+Fi4sLOnXqhJEjRyIhIcEoz6VLlzBlyhRYWlrC2toaM2fORFFRkVGe2NhYDBo0CKampvDw8MDbb7/d0h+NqFUtXboUffv2hYWFBRwdHTFhwgTEx8cb5SkrK8OsWbNgZ2cHc3NzPPjgg8jKyjLKk5qainHjxsHMzAyOjo544YUXUFVVZZRn586dCA0NhV6vh5+fH1avXt3SH4+o1axYsQJBQUGwtLSEpaUlIiIi8Ouvv6rn2Y6ImmbZsmWQJAlz585Vj7E9ETXMkiVLIEmS0SsgIEA9z7ZUNwa+Wtm6deswb948vPbaazhy5AiCg4MRGRmJixcvtnXViNpMcXExgoODsXz58lrPv/322/jwww+xcuVKHDhwAJ07d0ZkZCTKysrUPFOmTMHJkyexdetWbNy4Ebt27cKTTz6pni8oKMDo0aPh5eWF6OhovPPOO1iyZAk+++yzFv98RK0lKioKs2bNwv79+7F161ZUVlZi9OjRKC4uVvM8//zz+N///ofvv/8eUVFRSE9PxwMPPKCeNxgMGDduHCoqKrB371589dVXWL16NV599VU1T3JyMsaNG4dhw4YhJiYGc+fOxeOPP44tW7a06uclainu7u5YtmwZoqOjcfjwYQwfPhzjx4/HyZMnAbAdETXFoUOH8OmnnyIoKMjoONsTUcP16NEDGRkZ6mvPnj3qObaleghqVf369ROzZs1S0waDQbi6uoqlS5e2Ya2Ibh8AxE8//aSmFUURzs7O4p133lGP5eXlCb1eL7777jshhBCnTp0SAMShQ4fUPL/++quQJElcuHBBCCHEJ598ImxsbER5ebmaZ+HChaJbt24t/ImI2s7FixcFABEVFSWEqG47JiYm4vvvv1fzxMXFCQBi3759QgghfvnlFyHLssjMzFTzrFixQlhaWqrt58UXXxQ9evQweq+JEyeKyMjIlv5IRG3GxsZGrFq1iu2IqAkKCwuFv7+/2Lp1qxgyZIh47rnnhBD8XSJqjNdee00EBwfXeo5tqX4c8dWKKioqEB0djZEjR6rHZFnGyJEjsW/fvjasGdHtKzk5GZmZmUbtxsrKCuHh4Wq72bdvH6ytrdGnTx81z8iRIyHLMg4cOKDmGTx4MHQ6nZonMjIS8fHxuHz5cit9GqLWlZ+fDwCwtbUFAERHR6OystKoPQUEBMDT09OoPfXq1QtOTk5qnsjISBQUFKijXfbt22dUxtU8/C2jjshgMGDt2rUoLi5GREQE2xFRE8yaNQvjxo2r8Z1neyJqnISEBLi6uqJLly6YMmUKUlNTAbAt3QwDX60oJycHBoPB6IsGAE5OTsjMzGyjWhHd3q62jfraTWZmJhwdHY3Oa7Va2NraGuWprYzr34OoI1EUBXPnzsVdd92Fnj17Aqj+rut0OlhbWxvlvbE93ayt1JWnoKAApaWlLfFxiFrd8ePHYW5uDr1ej6effho//fQTunfvznZE1Ehr167FkSNHsHTp0hrn2J6IGi48PByrV6/G5s2bsWLFCiQnJ2PQoEEoLCxkW7oJbVtXgIiIiJrfrFmzcOLECaO1H4io4bp164aYmBjk5+fjhx9+wPTp0xEVFdXW1SJqV9LS0vDcc89h69atMDU1bevqELVrY8eOVf8OCgpCeHg4vLy8sH79enTq1KkNa3b744ivVmRvbw+NRlNjZ4WsrCw4Ozu3Ua2Ibm9X20Z97cbZ2bnGBhFVVVW4dOmSUZ7ayrj+PYg6itmzZ2Pjxo3YsWMH3N3d1ePOzs6oqKhAXl6eUf4b29PN2kpdeSwtLdnxog5Dp9PBz88PYWFhWLp0KYKDg/HBBx+wHRE1QnR0NC5evIjQ0FBotVpotVpERUXhww8/hFarhZOTE9sTURNZW1uja9euSExM5G/TTTDw1Yp0Oh3CwsKwbds29ZiiKNi2bRsiIiLasGZEty8fHx84OzsbtZuCggIcOHBAbTcRERHIy8tDdHS0mmf79u1QFAXh4eFqnl27dqGyslLNs3XrVnTr1g02Njat9GmIWpYQArNnz8ZPP/2E7du3w8fHx+h8WFgYTExMjNpTfHw8UlNTjdrT8ePHjYLJW7duhaWlJbp3767mub6Mq3n4W0YdmaIoKC8vZzsiaoQRI0bg+PHjiImJUV99+vTBlClT1L/ZnoiapqioCElJSXBxceFv08209er6d5q1a9cKvV4vVq9eLU6dOiWefPJJYW1tbbSzAtGdprCwUBw9elQcPXpUABD//Oc/xdGjR8W5c+eEEEIsW7ZMWFtbi59//lnExsaK8ePHCx8fH1FaWqqWMWbMGNG7d29x4MABsWfPHuHv7y8mTZqkns/LyxNOTk5i6tSp4sSJE2Lt2rXCzMxMfPrpp63+eYlayl/+8hdhZWUldu7cKTIyMtRXSUmJmufpp58Wnp6eYvv27eLw4cMiIiJCREREqOerqqpEz549xejRo0VMTIzYvHmzcHBwEC+99JKa5+zZs8LMzEy88MILIi4uTixfvlxoNBqxefPmVv28RC1l0aJFIioqSiQnJ4vY2FixaNEiIUmS+O2334QQbEdEt+L6XR2FYHsiaqj58+eLnTt3iuTkZPHHH3+IkSNHCnt7e3Hx4kUhBNtSfRj4agMfffSR8PT0FDqdTvTr10/s37+/ratE1KZ27NghANR4TZ8+XQghhKIoYvHixcLJyUno9XoxYsQIER8fb1RGbm6umDRpkjA3NxeWlpbi0UcfFYWFhUZ5jh07JgYOHCj0er1wc3MTy5Yta62PSNQqamtHAMSXX36p5iktLRXPPPOMsLGxEWZmZuL+++8XGRkZRuWkpKSIsWPHik6dOgl7e3sxf/58UVlZaZRnx44dIiQkROh0OtGlSxej9yBq7x577DHh5eUldDqdcHBwECNGjFCDXkKwHRHdihsDX2xPRA0zceJE4eLiInQ6nXBzcxMTJ04UiYmJ6nm2pbpJQgjRNmPNiIiIiIiIiIiIWg7X+CIiIiIiIiIiog6JgS8iIiIiIiIiIuqQGPgiIiIiIiIiIqIOiYEvIiIiIiIiIiLqkBj4IiIiIiIiIiKiDomBLyIiIiIiIiIi6pAY+CIiIiIiIiIiog6JgS8iIiIiIiIiIuqQGPgiIiIiIiIiIqIOiYEvIiIiIiIiIiLqkBj4IiIiIiIiIiKiDomBLyIiIiIiIiIi6pD+H1q8oRf3M6S8AAAAAElFTkSuQmCC", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -717,17 +730,17 @@ "start_time": "2023-04-15T17:22:54.641561Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:18:12.945603Z", - "iopub.status.busy": "2026-06-19T06:18:12.945465Z", - "iopub.status.idle": "2026-06-19T06:18:13.188514Z", - "shell.execute_reply": "2026-06-19T06:18:13.187635Z" + "iopub.execute_input": "2026-07-08T14:29:31.418332Z", + "iopub.status.busy": "2026-07-08T14:29:31.418171Z", + "iopub.status.idle": "2026-07-08T14:29:31.726281Z", + "shell.execute_reply": "2026-07-08T14:29:31.725269Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "62f159c14f2742f39f1cca1c43f70fb9", + "model_id": "2099c070183645d6a23419ceab15cc98", "version_major": 2, "version_minor": 0 }, @@ -739,12 +752,14 @@ "output_type": "display_data" }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_76030/3100741603.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " plt.show()\n" - ] + "data": { + "image/png": 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bdevWsWjRIubMmcPDDz9MZGQkbm5uPP74443O57XXXmPjxo288cYb9OzZs9F9m2vZsmW4ubkxbdq0iz5HS5+n1hQVFUV8fDw33ngjhYWFxt/hiooKpkyZwvbt21EUpdFznD59usHX4dmGC+e+ds61adMmcnNzRbaXIAiC0KpEV0dBEAShy3Fzc2Pq1KksW7aMyspK9Ho9V199dYP7xsfHU1JSgru7e4Nfz8vLM/4/Ojqa559/ns2bN1NaWmqyX0lJicnYx8enXn0gJycnjh492uT8rayseO6553juuefIzs5m27ZtvP/++/z6669YWFjwww8/kJ+fz+nTp43d0c4VGhrKP//80+TjNOT06dO8/vrrLFmyhMzMTJOlhed/jwABAQEm4/j4eAAuu+yyBs/v4ODQrHn079+fqVOnNrnf+Y/f2NdSU1MB6nUjtLS0JDAw0Pj1s3r16oWlpWWz5tvW9Ho9119/PTExMaxZs6Ze976HH36YMWPGsGDBgmadz8HBwfj8XnnllSxbtowrr7ySw4cPM3DgQAAWLVpEeno6b731Ft999x0Aw4YN46mnnuLVV1/Fzs4OMNSQe+utt/j444+N21oiODiYK6+8kj///BO9Xm8SrLS0tDTO84orrmDKlCmMHTsWd3d3rrjiigue09nZmYULF/LGG2+QkZFhUuPtrF9++YXnn3+eO++8k/vuu6/F825IUlISe/bs4cEHH0Srbd2P2Y09T63p7O/wbbfddsF9SkpKsLW15dSpUybb3dzc0Gg09OjRo8E6XlVVVQANLqEFwzJHjUbDddddd7HTFwRBEIR6ROBLEARB6JJuvPFG7r77bnJycpg1a9YFszkURcHd3d1YV+Z8bm5ugKGY9sSJE3FwcOCll14iKCgIa2trDh8+zNNPP10vA+JCF6XqeTWqmuLl5cX111/PggULiIiI4Ndff22wSH1jLlSg+/yi/AD/+te/WLJkCY888gijR4/G0dERSZK4/vrrG8zyOP8C9uw+S5cubbDOVGsHAy50Ad3U1y713O3t7rvvZtWqVfz444/1goqbN29m7dq1/PnnnyY11HQ6HadPnyYlJQVnZ+dGg47z58/nlltu4eeffzYGvgBeffVVnnjiCaKjo3F0dKR///7GrK4+ffoAhuy8Xr16MWnSJOPjn62blZ+fT0pKCr179260qLuvry81NTVUVFQ0Os8xY8bg5eXFjz/+2Gjg6+w5AU6dOlUv8LVhwwZuvfVWZs+ezWeffdboeVpi2bJlQNvVp2ru83Qpzv4Ov/XWWwwaNKjBfezs7Ni1a5ex7t1ZycnJ+Pv74+XlZcwMPNfZbecHbsEQdF++fDlTp07Fw8PjEr8LQRAEQagjAl+CIAhClzRv3jzuvfde9u7dyy+//HLB/YKCgti4cSNjx45tNNCxdetWCgsL+fPPP5kwYYJxe3JycqvO+0IsLCwYMGAA8fHxFBQU4ObmRo8ePYzZGeeKi4szGTs5OQH1O+Gdn+EEhm5st912G++8845xW1VV1QW76J0vKCgIAHd392ZlbLWns40D4uLiCAwMNG6vqakhOTm5w833rCeffJIlS5bw3nvvccMNN9T7elpaGoBJB72zMjMzCQgI4H//+x+PPPLIBR+juroaRVEazOpzcnJi3LhxxvHGjRvx8fEhLCzM+PgJCQkmz+lZ999/P2Bo9tDYUsKkpCSsra2blTFWVVXV4DwbOifUBa/P2rdvH/PmzWPYsGH8+uuvrRqMXbZsGUFBQYwaNarVznmuljxPF+vs7/C5WYENGThwoEn3XMAY7B40aBA7duxAURSTgOe+ffuwsbExBk3PtXLlSsrKysQyR0EQBKHViRpfgiAIQpdkZ2fHp59+yosvvsicOXMuuN+1116LXq/n5Zdfrvc1nU5nDPiczeA6N2OrpqaGTz75pFXnHR8fbwxknKu4uJg9e/bg5ORkXE40Y8YMVqxYYbL/iRMnWLduncmxDg4OuLq6sn37dpPtDc1do9HUy0r78MMPG8wOa8iMGTNwcHDgtddeq9clEQwZQOYydepULC0t+eCDD0y+x6+//pqSkhJmz57drPNkZ2cTGxvb4Pd3sc7WiSsoKDDZ/tZbb/H222/z7LPP8vDDDzd47GWXXcby5cvr/XNzc2PYsGEsX77c+DtQXFzc4Ly/+uorwLCUsTG//PILBw4cMKmT9sorr9R77LO/T0899RTLly83djds6Od/5MgRVq5cyfTp043nrKioaLCL6B9//EFRUZHJPBs6Z2ZmJt988w0DBgzAy8vLuP3EiRPMnj0bf39/Vq1a1apZfZGRkZw4ceKC9QRbornPU1sYOnQoQUFBvP322/XqqZ07NycnJ6ZOnWry72wNr6uvvprc3Fz+/PNP43EFBQX89ttvzJkzp8H6X8uWLcPGxoZ58+a10XcmCIIgdFci40sQBEHoshqrUXPWxIkTuffee3n99deJiopi+vTpWFhYEB8fz2+//cb777/P1VdfzZgxY3BycuK2227joYceQpIkli5d2uKli005cuQIN954I7NmzWL8+PE4OzuTmZnJd999R1ZWFu+9954xCLd48WLWrl3L+PHjuf/++9HpdHz44YdERETUqyV211138cYbb3DXXXcxbNgwtm/fzsmTJ+s9/hVXXMHSpUtxdHSkb9++7Nmzh40bN+Li4tKs+Ts4OPDpp59yyy23MGTIEK6//nrc3NxIS0tj9erVjB07lo8++qjJ8+zYscNYD+hcAwYMYMCAAc2ay/nc3Nx45plnWLx4MTNnzmTu3LnExcXxySefMHz4cJNmBI155pln+O6774zLuhqzfft2Y8AxPz+fiooKXnnlFQAmTJhgzB7cv38/kydP5oUXXuDFF18EYPny5Tz11FOEhIQQHh7ODz/8YHLuadOm4eHhQe/evU0aHJz1yCOP4OHhwVVXXWXctnXrVh566CGuvvpqQkJCqKmpYceOHfz5558MGzbM5DnYvn07L730EtOnT8fFxYW9e/eyZMkSZs6caRKEOzcb7Kyz2V3Dhw83efzrrruOHj16MGbMGNzd3YmJieGLL77AxsbGpGB/fHw8U6dO5brrriMsLAxZljl48CA//PAD/v7+Jo//1FNPkZiYyJQpU/D29iYlJYXPP/+ciooK3n//feN+ZWVlzJgxg6KiIp588sl6zQyCgoIYPXq0cfz3339z5MgRwNDo4ejRo8af3dy5c+u9Ds8ul24sY6m5r4fmPk8AR48eZeXKlQAkJCRQUlJiPOfAgQNNAv9Lly4lNTXVGFTcvn27cd9bbrkFPz8/ZFnmq6++YtasWURERLBw4UJ69epFZmYmW7ZswcHBgb///vuC3yMYAl+jRo1i4cKFxMTE4OrqyieffIJer2fx4sX19j916hRr1qxhwYIFbZrNJgiCIHRTZuwoKQiCIAitZsmSJSqgHjhwoNH9/Pz81NmzZ9fb/sUXX6hDhw5Ve/Toodrb26v9+/dXn3rqKTUrK8u4z65du9RRo0apPXr0UL29vdWnnnpKXbdunQqoW7ZsMe43ceJENSIiot5j3Hbbbaqfn1+j88vNzVXfeOMNdeLEiaqXl5eq1WpVJycn9bLLLlN///33evtv27ZNHTp0qGppaakGBgaqn332mfrCCy+o57/FV1ZWqnfeeafq6Oio2tvbq9dee62al5enAuoLL7xg3K+oqEhduHCh6urqqtrZ2akzZsxQY2NjVT8/P/W2224z7tfU871lyxZ1xowZqqOjo2ptba0GBQWpt99+u3rw4MFGv/8tW7aowAX/nTtXQH3ggQfqnaOpuX300UdqWFiYamFhoXp4eKj33XefWlRUZLLPhX6Gqmr4OQJqcnJyo9+LqqrGn0VT38vZ7/vcbY0de/5rriENvdYTEhLUW2+9VQ0MDFR79OihWltbqxEREeoLL7yglpeX19t3+vTpqqurq2plZaWGhYWpr7/+ulpdXd3k9332+/ntt99Mtr///vvqiBEjVGdnZ1Wr1apeXl7qzTffrMbHx5vsl5+fr95zzz1qWFiYamtrq1paWqohISHqI488oubn55vsu2zZMnXChAmqm5ubqtVqVVdXV3XevHnqoUOHTPZLTk5u9Pk89/WtqnU/54b+LVmyxGRfvV6v9urVSx0yZEijz0tzXw/NfZ5Ute713pzvaeLEic1+PUVGRqrz589XXVxcVCsrK9XPz0+99tpr1U2bNjX6PZ516tQp9c4771RdXFxUGxsbdeLEiRf8nfzss89UQF25cmWzzi0IgiAILSGpaivfqhYEQRAEwaxefPFFFi9e3OrZaIIgCIIgCILQ2YgaX4IgCIIgCIIgCIIgCEKXJAJfgiAIgiAIgiAIgiAIQpckAl+CIAiCIAiCIAiCIAhClyRqfAmCIAiCIAiCIAiCIAhdksj4EgRBEARBEARBEARBELokEfgSBEEQBEEQBEEQBEEQuiStuSfQHIqikJWVhb29PZIkmXs6giAIgiAIgiAIgiAIgpmoqkpZWRne3t7IcuM5XZ0i8JWVlYWvr6+5pyEIgiAIgiAIgiAIgiB0EOnp6fj4+DS6T6cIfNnb2wOGb8jBwcHMsxEEQRAEQRAEQRAEQRDMpbS0FF9fX2O8qDGdIvB1dnmjg4ODCHwJgiAIgiAIgiAIgiAIzSqHJYrbC4IgCIIgCIIgCIIgCF2SCHwJgiAIgiAIgiAIgiAIXZIIfAmCIAiCIAiCIAiCIAhdkgh8CYIgCIIgCIIgCIIgCF2SCHwJgiAIgiAIgiAIgiAIXZIIfAmCIAiCIAiCIAiCIAhdktbcExAEQRAEoWM7lHqKVUezqajWMdTPiXmDfbDUintngiAIgiAIQscnAl+CIAiCIDRIp1d4+e9ocvf/zrWarfSgho2RQ7h6zzUsuWM0LnZW5p6iIAiCIAiCIDRKBL4EQRAEQahHVVWe//Mo/Y68xGLLTcbtozUxbMg/wcM/vcz3d45BliUzzlIQBEHormJzSjmQUkQPCw2XhbnjbGtp7ikJgtBBicCXIAiCIAj1/LA3Feeoj7nZYlO9r03THGJ/yg/8fdSfKwf1MsPsBEEQhO6qolrH8yuOszwyEytquF/7F9fKU3lowWXMHeht7ukJgtABiQIdgiAIgiCYSD9VyWv/xPKXfiwxih96VeKJ2nu5reZpFNWQ4fWw9k++3hiJqqpmnq0gCILQXVTV6rnj2wMsj8wEwJkyHtYuZ7n0BD/88hM74wvMPENBEDoiEfgSBEEQBMFIVVWeXX6M07V6MnFjQc0L3FX7BFOuf5SbbrqDX/STALCTqhhR9A/7k0+Zd8KCIAhCt/HGmlj2nfO+4ySVAWAvneZji/d4/Y+dVNXqzTU9QRA6KBH4EgRBEATBaH1MLjvOuWN+Gmt6jbiSWf29mNbXg7WO1xi/dotmA78dTDfHNAVBEIRuZvvJfFbuPmqyLUN1ZZc+AgA3qZQF5T/x26EMc0xPEIQOTAS+BEEQBEEAQK+ofLj2CFC3fNHTwZqnZoYBIEkSo0eMYoe+HycUX/7Uj2drTDo6vWKmGQuCIAjdQY1O4ePlm9hu9QgvaL+jB1VYW8gs+9dMvvN8ltOqobD99ZotrNh5VCzDFwTBhAh8CYIgCIIAwB+HM7i9+CNWWP6H0XI0AM9cHoaDtYVxnysHeXN37ePMqnmT9/ULKKiSOZRaZK4pC4IgCN3AD3tTubl8CXZSFQu167hfu5JnLw+nXy9Hbp42kp/1kwGwkaoZVLSGw2nifUkQhDoi8CUIgiAIAlW1elau28B8eQeD5EQ+tXiPIZ4WzBlg2iHLy7EHQd5uJts2xea151QFQRCEbqTkdC0rNm1jtrwPgALVgT2eN3PLKD8AxgW7stVhrnH/KzW7WXs8xyxzFQShYxKBL0EQBEEQ+OVAOrdW/YAsGZaHfKqby0OzBiHLUr19p4S5m4x3J4ouWoIgCELb+HpnMjfWLje+P32jm8Xjc4YiSYb3J1mWGDhoOEeVAAAGyMkcO3pYLHcUBMFIBL4EQeiWiitr+H5PCq+vOcGKyExRo0jo1mr1Cpu2bma65hAAOaoTJ3yvY2Iftwb3HxvseuZ/Kr5SLhVZJymtqm2n2QqCIAjdRUW1jjW7DjFfswOAUrUHWSE3MdTP2WS/Gf08+Uc/0jjuU76fxPyKdp2rIAgdlwh8CYLQ7RxMOcV1b/2BsvpJxuy+h/jfX+Smz7ZSXFlj7qkJgln8FZXFvNO/G8ef6ebwwPQBxrvp5xvo25MwTTY7rR5mh9WjLNKs5FCKqKciCIIgtK6fD6Rzve4vLCU9AN/rp3PfzCH19uvr5UC0zXDjeIJ8lD0iG1kQhDNE4EsQhG4ltbCCxUtW8IPyFLdr1zNRc5QnLX7lkZznePznAyItXuh2FEVl+eZdzJH3AHBKteNkr3mMCHC+4DHWFhpcfIJxowSAUXIM+5JPtct8BaG7KDldS2F5tbmnIQhmU6tX+GN7JDdoNgNwWrUkMfBmQj3t6+0rSRJuQUNZqx/Om7XX847uWnYnFrb3lAVB6KC05p6AIAhCe1FVlWd+O8hb6ru4yaUmXxutiWFP4jesPR7IrP5eZpqhILS/9TE5TC/5Da3WsNz3W91M7ros4oLZXmcNDvTiaHYAw6WT+Ml5xCUlA2HtMGNB6NpSCyt4/o9IrFI2Y0MVpT6TWXzdGPxcbM09NUFoVyujsphZ+Rc2WkMA+Gf9ZG66bNgF9x8d7MqiqEeN4+ykQhRFbbBWpSAI3YvI+BIEodtYH5PL4PQfCJPTAYhVfFlU8wg61fCn8F7t3yzZGCWyvoRuQ1VVftx8iOs0WwGoUK3Y7TKfyaHujR4HMNTfiSNKkHGszYkUtfIE4RJlFZ/mmk928nDGo3xl+Q4fWH7MW7l38vynP5BTUmXu6QlCu1EUle+3HuN2zXoAalUNez1vYpj/hbORRwe5mIyLK2s5mVfWpvMUBKFzEIEvQRC6BUVReW9jPKmqB2mKGzpV5g2bx5g8705+1k8GwFaqZkjBCo5llph5toLQPnYlFDIi7zesJUNh+mX6Kdw6ZXCT2V4AA316mgS++ioJJOSXt9lcBaGrU1WVJ38/Ql6FjpdqbyFX7QmAm1TCf2vf4OU/9ph3goLQjjbH5hGbX8V7ugXkqE78qR/PNZeNavQYHycbevXsYbLtSHpxG85SEITOQgS+BEHoFjbF5nEiu5RVymim1LzDzbXPMn/WTK4Z6stqu/koqoRelfCXcvjtYIa5pysI7eLjLQls1Q9kq34g1aqWdfbzubyfZ7OOdba1JNc+wjgeKCdyNF0EjQXhYq2PyWVXgqEm0VE1iPnVi4lTfADwkk4RkfQNh1JFLT2he/hsWyLVWPKNfhYTqt/jV6e7uCys6WzkQb490aKjv5TEzZoNRKUVt/1kBUHo8ETgqxs4mVvG/604zt3fH+TjLQlUVOvMPSVBaHc/7E01/r8WLQWuI5jd3wtZlhg5bAT31T7MyOpP+LfuHtYcz0FRxHJHoWuLSi9mT1Ihh9RQbq99monV/2PB5JFoNc3/aODq24dTqh1wJvCVITo7CsLFUFWVDzbFm2wrtPDgXv1TVKuGkrw3azby9ebj5pieILSrgymnOJha935SgwU3ThrcrFpdA30d+cTiff62ep5XLJaQnxrTllMVBKGTEIGvLm7NsWz+78OvWbc3ig0xuby1Lo45H+4kr0zUiRC6j/RTlWyPzzfZds+EQDRnPkBdNagX65QRFOAIQEF5NdFZpfXOIwhdyWdbE03Gir0384f0atE5BvjW1flykcrITTvZavMThO5kZ0IB8VmmHejeXDCAm2eOZ4V+HAAOUiUOCSvFZzihy/v0vPcnb0dr5g7ybtaxg3ydOKoEGscOp45wukbfqvMTBKHzEYGvLiwxv5wvfl3OEs1rPKn9xbg9qaCCB3+MFBktQrfx84E0bpXXEShlAWBvrWXOgLoPUP6utgS6mnbL2hKX165zFIT2lJhfzrqYHJNtd40PwEqradF5BvRy5LgaYBxr8mOo0YkC94LQUj/vT+cHy9f43uJ1Zsj7CXLpwRUDvLlhRG/+lKcZ97tKs5OVUVlmnKkgtK24nDJsT67gFe3X+Eq5ANw5PhCLZmYj9+vlQAx1ga9wUjieJZbhC0J3JwJfXdgLy4/wivQZNlI1CzQ7CJfqlnrtTznFyiPig5PQ9dXqFQ4c2MNii+/YbPUEr2m/ZP7gXvSwNL3An2TSxU5la6xpUEAQupKvtsXzofYDZsj7kVCwt9Zyw4jeLT5PRC9HYhXDcdWqBc5qMUkFosC9ILTEqYoaUmL2M0KOY4LmGI9q/+DWMQFoZAlbKy29IsaSpBhq7w2XYtlxJNbMMxaEtvPFtnge0v7JzdpNbLF8nAE9CrhhhG+zj7ex1FLl2s847iulcjRDBL4EobsTga8u6lDqKbxSVxAhG4Jdcaoviaohw8WKGu7SrOavTdtQVZH1JXRtm07kMqtqjXEcr/pww8j6F/iTQt2IkFJ4TfslOywfwSNrk6iHJ3RJeaVVVESt4ArNXj63fI//ar/gllF+2FtbtPhcjj0sSLAfwZTqt+hb/Q3L9FOIzRat4wWhJf48nMG10kbj+Bd1KlcN9jGOrxzsw3plOAAaScUzezOnKmrafZ6C0NYyi09z+uhKgmXDzflDah8mjR6FjaW2Refp5eNH3pmuqBFyCidExpcgdHsi8NVFfbo5nns0q43j/1new9s3jCBCSmGL1WM8b/Ejo4tXsTuxsJGzCELn9/veeBZodgBwWrUkwesKwjwd6u033N8ZT7mYG7Vb8JXzGS0dJ1J0AhK6oK93JnGX/Jdx/I80ltvH+l/0+Xp5eZKo9kKPIYsyNkcEvgShuVRVZeWBk8zX7ASgUrWiMmwBjjZ1gehRgc5slkaxQ9+P/9ZexwEllO0n8y90SkHotL7ensQizQrj+Ev1Km4b49/i84R7ORCt+AHQU6qgIDOxiSMEQejqROCrC8orrUJJ2ECInAnAPiWMkZOu4Ir+Xlg4++KCoWj31ZptrDiYbM6pCkKbSj9ViVPy3zhIlQD8rR/NlaP7NbhvD0sNFZ4j0KuGgvdD5HgOpIi28ULXUlpVS9K+1QyQDX/7jyv+eA66HHd764s+Z5invck4Nkc0hhCE5opMLya8cCP20mkA/tKP4cqR4Sb7WGk1OASP5JbaZ/lEfyVJqjebY0UdSqFrKa6sIfPgSpP3J++hV+BiZ9Xic4V7ORCt+hvHNoXR1OpF/UlB6M5E4KsLWnkkiwXyNuN4KVdw/XBfZFlizuj+rFeGAeAslVMSu5Vqneh0InRNP+1P4ybNJuN4uXYGs/t7XXD//oG9OKka6kiESWkcSxZ18ISuZdm+NG5VVhjHn+nncs/EoEs6Z+h5ga84kfElCM3264F0bjznfWqT3WxGBbrU28+0DiXsSSoU5SqELuXrHUks4nfj+GP9PO6ecHHvT+Fe9kQr/sZxKMkkF1Rc6hQFQejEWhz42r59O3PmzMHb2xtJklixYkWj+//5559MmzYNNzc3HBwcGD16NOvWrbvY+QrNsPHwSabKkQDkqw5Y952FrZVhbfzs/l6s1Y8w7jtWt49dCQVmmacgtKUancKRA9sYJBvS26MVP0IHT6xX1P5cw/2diVQMH7K0kkJt+mH0ovup0EVU6/Ts3rGR8ZrjAKQoHqjhcwg4r6NpS4V7OeAvZfOo9nc+t3iXQWXbKKmsbY0pC0KXVlGtI+nIDgbKSQAcVQIYNGISsizV23dssKvJOL+smrRTle0yT0Foa3mlVcTsXMlgOQGAWMUXy4g5+DrbXNT5etpYUmDXxzgOldI5kS2ykQWhO2tx4KuiooKBAwfy8ccfN2v/7du3M23aNP755x8OHTrE5MmTmTNnDpGRkS2erNC0hLxy/PI2YiUZLjr+1o9h7hA/49c9Ha0p6TWBGtVw8T9Vc5j1x0X3uvYUk1XKd7tTWBGZKYqnt6ENMblcUV1X1P4H/VRuHOXXyBEwxM+JSDXEOO6rnCQxX3SoE7qG5Yczubb6D+P4C/0V3DupTyNHNE+Aqy2+mlM8rP2TGZqDjJBjxXJHQWiG1UezmadsMI6X6ady9dCGu9f5u9jgameJBj19pRQmyEc4kFLUXlMVhDb1/saTLJJ+M44/0s/jwSmX9v7k4BVMpWpFhupKgepAjAh8CUK31rIWGcCsWbOYNWtWs/d/7733TMavvfYaf/31F3///TeDBw9u6cMLTfgrKpN5ZwqkAmy2uoxbg0xT5icNCGLP+ggmao7SSyok8+RhVHUAklT/DqPQehRF5aW/o6ne/w1Xa7ZTrvbgsdXXcP9ttzLQt6e5p9fl/Lknhg81uwEoU3uQ0esK+njYN3qMq50VGTYRcCZZZZCcwLGMkiaPE4SOTq+orN66k+/k/QDkq45k+l3FAJ+el3xuC41MrXMoZ8pHEixlEpdbxsgGlmsJglDn733RfKHZBUCp2oPSoLl4OjZcb0+SJIb7ObE44S7cpWKyVGc+SLmCq4f6NLi/IHQWSfnlpB5ay3CLkwDEK72wHzyfkEv87BXm3ZPBcZ9TjSUAE0THYUHo1tq9xpeiKJSVleHs7NzeD93lqarKX5GZ7NZHkKJ4kKB4EzJwLFqN6Y95fIgb25X+xnFARSSphSJdvq19sDkejwNv8LrF1wyV45moOcrHtS/wxTefk1l82tzT61IS88txTluLjVQNwHL9OK4eE9qsY+19+lKq9gBgsJzAsUzRAlvo/DbE5DCr9DdkybB09xvdLO6cFN7EUc3n5d2bYtWwZDJIzuKEuMAQhEadzC0jPTODw4ohy/gP/QSuGtl4hsuwABfilV4AeEunSE462ebzFIS29vb6OBRVJUXxAOAzdR4PT7v096cwTwdj0AsgVmR8Cd2cqqocSS829zTMpt0DX2+//Tbl5eVce+21F9ynurqa0tJSk39C0w6nFZNWdJoP9POZVPMuN9Q8z7wh9e8E9vGwI67HION4lHyCHaLOV5tKzC9n95ZV3Kf922S7VlJ4SfmQN/7cZ6aZdU1fbk/id/0E7ql5lMNKMKssZzKzn2ezju3n40S0EgCAp1REWnpqW05VENqcqqp8uiUBB8lQ2LdU7cEBt3mMD3Ft4sjmC/VyIEGtuyBPy85ttXMLQlf09Y5kUlQvbqp9jqnV/+V3q/lMDnNv9Jjh/k5EqsHGsVPRMU5V1LT1VAWhzUSmFfHPsRx2K/2YVvMWT9Tei8eYGy+Y+dgS53ccziurpuS0qD8pdE+qqvL6mliu/HgXvx1MN/d0zKJdA1/Lli1j8eLF/Prrr7i7X/jN/fXXX8fR0dH4z9e34XoHgqkVkZnnjCTsXXvRv5djvf0kScI9eCilqqFg5Ej5BHsS8ttplt3Tx5vjeVbzg3H8Wu0NbNIblvruUPqz+2RWt47At6a80ir+PJyJisx6ZTjza15i6IhxWGkvXNT+XP17ORKjnlMLLOe4KHAvdGq7Ews5klnKg7UPM636v/y79m5umdS/VZe3h7jbkah4120oiG+1cwtCV5NXVsXycz6zJag+TB4xGAtN4x/L+3o5EC3VZYUNluM5LrKShU5KVVXeWBNrHNeiZYPl1FapPQng52KL9rxGEQl5om6r0P2oqsp/Vhwhaaehjt7TfxxlzbFsM8+q/bVb4Ovnn3/mrrvu4tdff2Xq1KmN7vvMM89QUlJi/Jee3j2jki1Rq1dYfd4L+MpBvS54YTMq2J29Sjgxih9/6ccSnZoj2mK3kdzSKjKObjV2F4xVfCkfsoh3Le9hXvViHql9kEIc+XRropln2jV8vTOZGr1iHFtqZRaO9W/28f16ObJWP5yXa2/ixppn2VcbSJIocC90Yh9vSTD+P1714XjPy5jd36tVHyPY3Y4EtS7w5V6dSmF5das+hiB0FV/vOO99SiNz2xj/Jo/TamROe9TVxxXL8YXObGtcPvuST5lse3ByMI49LFrl/JZamTBneEv7GSssn+ddi09IFIEvoZtRVZWXVh5nwKH/4yvLd7hT8w+KCg//EkV2SfcqtdMuga+ffvqJhQsX8tNPPzF79uwm97eyssLBwcHkn9C4bXH5DDi9D3+pLvh15SDvC+4/1M+J+2of4fKa13lJdyupZZKoM9VGVkRmcr280ThewlyemNmXORNGmnQQ3HgilwJxoXhJsktOs3L3EaAuiLtgiA/u9s1PmXeztyLdfhBf62ezW+lHBT3EhYXQaUWlF7M7sdBk270TA+vVfrxUPk42pEp1S+uD5CwS8yta9TEEoSvILD5N4p7lXC7vRcIQ/Jo/pBdu9lbNOr63rx8ZqmGZcoSUQnSG6OzYXkpO13I4rYjc0ipzT6XT0ysqH/1zkPcsPiJYygCgV88e3DK68e7bLeXr7sYVmr0MkpMYJCUQnyfqTwrdy/ub4vlhTxIOkqGe99Pan/CVC3hjfn+8HHuYeXbtq8WffMvLy4mKiiIqKgqA5ORkoqKiSEtLAwzZWrfeeqtx/2XLlnHrrbfyzjvvMHLkSHJycsjJyaGkRFxItqYVh1N42+Jztlo9zjKLVxji64C/q+0F9w90tcXexjQYcChVfHhqbaqqsuJQCoMlw7KfItUOOeIqnG0tuWlkb6wt6n4FdYrK30eyzDXVLuG9tdEsk//DTxav0k9KQiNL3DMhsMXn6XfeEuEToiCq0El9tek4s+W9yGcusN3srVjQQO3HS6WRJWp61tUeCpaySBSZkoJgQlVV3li+j1flz/nE8gP+sXwGV7mceycGNfsc/Xo5Eq34A2ArVXMqI66NZiucpVcMS/Jee/V58r+8mr//eztPL1lDkaivdtFWRGYy7dQyrtLsZp3l01yj2cpj0/pgbdG8shTNFezpYMxG9pNySck91cQRgtB1rD2ew3sb46lFywO1D/GnfhyP6v7FszdMZ34bfBbs6Foc+Dp48CCDBw9m8GBDqvVjjz3G4MGD+c9//gNAdna2MQgG8MUXX6DT6XjggQfw8vIy/nv44Ydb6VsQSiprqYnbgKtkuDg/hT3zh/Zu9BhJkhja28lkW2RacVtNsduKyy3jRF4Vk2veZXb1azxaex9zhxk+4NpbWzAzwlBwXYOecfIx1h+Mbex0QiN2JxTgcvRzAuRcRmtieFa7jOuH+xLQSAD4Qs4viBqXKy7g20NZVS2/HkjnvY0n+edYNjU6pemDhAuKzy3DJf5XPrb8gM2WjzNajubu8QGtfmFxlp1nINWqYYlKsJQpaqkIwnl+2JvK5KS38JCKAchSXZk9om+L3qf693IkRqnLinEui6O4UgRg2tLiv6P5bFsi9moZMzQHuUu7hidS7uHJz36jskZn7ul1OlW1en5cv4uFmrUA6NCQ6zKSqwb3avXHCna346RquMDXSCq1uSJQLHQP6acqefzXKONYh5YndPcz89p7mdXK5S46C21LD5g0aVKjtaC+/fZbk/HWrVtb+hBCC606lsU8thrHf6sTeHNA0y/oIX5ObIrNA8CZUqJScoGINppl97Qx5mxnM4lo1R9vhzBGBjgbvz5viA+nj67gNYuvcZHK+HfeXWQVT8K7Z/dKPb1UxZU1fPrr33yt/QMAvSrxrnQLn069uAKpoZ729KCKcCmNcDmN6OzhwIhWnLFwvsi0Iu5Zeoj8srrlvqEe9nxx61D8XFoevBTg8y1xPKJdDYC/nEutpRM3jmzdZSTnCnR34I/YcdRgwUnVlyyR8SUIRn8fySJn9Ws8qd0JQIVqxbsW97B0WmiLzhPibseHcoBx3FdO5XhmKeNasUurUGdXQgHf7zF0d16qn8Yd2jV4S6dwk0p5rORNXv0rjFevGWrmWXYuP+xN5abK77HSGDosfqufwcLLJ6CRW6/hylnB7nasUnzgzP0e+7IkKmt02Fi2+BJYEDoNVVV5/vcD6GpOA5bG7c/P7sucgRcuhdTVtWtXR6H1qarKml0HmSYfAiBfdUTTZxo9bSybOBKG9HbiOs0Wdlg+zGHrRdjlHqKqVt/WU+5WNpzIMxlPj/BEPueNfWyQC2WWHrhIhpoDk+UotsSZHiM0rlqn58nvNvNy1etYSobX7+f6OVwxY1aza6acL8zTnhs1m/jT6kVetfiGkMpIcUe9DWUWn+Z/S37kodOfcm59trjcMm76ap9YTnIR0k9VIh3/DR+pAIBN+sGMGTMBO6u2+7Af5G7Hs7q7eVF3O8v0U8RSR0HAUHvyuZ92UPbbAzyp/cW4/cnae3lowWU42zb9ee1cWo1MtVs/AHLVnujRiDqUbURVVV5ZfcI4rsaSW2qeIU4xZBD1lVPpEfU1RzOKzTTDzqfkdC0bNm9gnrwLgGLVln29bmdSqFubPF6Qmx1J1CUDBErZJIn6k0IX9/OBdManfcoay38zTDKsJpo/uFeLmn11RSLw1cntTTrF6FMr0EqGJUE/6qdwzYiAJo4y6O/jiB4ZXzkfgH4kcDJXFH1sLXllVRxJN62bNiXc3WSs1ci49RlJgWpo4DBGjmZbjKjz1Vzl1Toe+mYz92c/h79syK6LUfzY7XsXt472v+jz+rvakijVZcaESJnE5Yjfjbby5qqj/J/+E27RbuR57Q+cDX7JKEws/ZtX/zps3gl2Ql9tT+Ae+W/j+Guu4vaxzXtvuFhBbnYm44yi0+JmitBtVVTreHd9HO+/s5hHY2/kRu1m49ferL0e/wk3MeNMuYOW8vINYljVp4ys/oT/6a4WdSjbyO7EwnrP7aSx43iOB1BUw03MRdq/+WDtEXNMr1P6bGsC/9J9hywZ3uc/1M3jX7OHX7AL/aWyttBQaV9X6zVAzhYF7oUurbxax/K1G1ioWUugnMP3lm8S7lDD4isj2uz3rLMQga9O7odtx7hRY/gwVatq2OEwh4l9mnfXxM5KS6FjP+N4oJzI8Uzx4am1bInN43ntD/xh+QL3aVbibVXFyACXevtd1teTHUp/AOyl01Qm7REXi80QlV7Mv95byuMZDzNYTgAgT+3J01bP8vb1I00y61rKQiNT61y3TDJEyiBOBIXbxJH0YqxP/EaInAnAMDkOGRU/KYffLQ0Zd87R33IgRRSkba6iihryDq00Pqf7lDBCR0xrcWZJSwW6mS5JVVXEnfVOTqdX2BGfz2fbEvl6Z7K4AdAMqqqy+mg2097ezMgdC3lD/tRYg7VCteLZ2jspH/4vnpzRsiWO5wrzcqSAuiYs4ufSNn7YnczbFp8xSY5EQiHA1ZbnLg9n6pQZrFZGAuAqleKe/Bfx4jNCk/LKqojfvYJxmmgA0hQ38sJuZvB5NYdbWw+PIPRnApWBUraoPyl0aV9sS+Te2qVozgSXP9JdydMLxmJvbWHmmZmfCHx1YodSiwhMXIqTZPgD/rcymjljB7fogt/epy9lqqGe1AA5SaTLt6KNMblMlw8yVI7nMe1vjApyxVJb/1duYh83tisDjePRaiT7ksVF/oVU1ep5c20sv3/+Ep9VPkGfMxf3+aoDi9RneO22WXg6Wjdxlqa5eflRqtoAECKLjK+28t3uZO7W/GMcv6O5kzWPTMLVSmGQlAjAvdpVfLr+qLmm2On8dCCNm6h7Tr/Sz+Hu8S3vbtpSNpZaevXsAag4U4qflCOWO3ZiO+MLuPadlez59jl8Ny7Cbu0jvPTBxzz1+xFxc+YCTtfoefSXKB5YdpisslqOqXVZlqv1I5jLe4Rd8RAvXeKd9/MbsCTml4tmIK2srKqWUyd3cbVmO99avsWb2i9ZONYfWZa4bbQ/P1nMN+57s2YjS/ekmG+yncSnW+J5TPrJOH5buYFHZ/Zv88cN8HAmQzUkBQRK2cSLz3NCF1VQXk3UjlVM0UQCkKU6kxx8G5NC3Zs4snsQga9OSq+ofLpyO/ecKVysU2W+s7iOq4f5tug8/XyciFENS7p6SYWkZaS3+ly7o6paPbkJkfQ+s4x0rxLO2IiG25X3tLGkyGuccTxOPs6+pMJ2mWdnczyzhMs/2MGnWxMpVOywkgzdlGIVX+7SvMqL91xPfx/HJs7SPKFejsSrhg5DPlIBqVm5TRwhtFRxZQ2Zx7YZM5P2K6GMmjCTUE975kybyiplFAAuUhm9U//gcFpRY6cTgFq9wo6dO4x31JMVD2z7zWq3hhl9XC04YnU3h60X8Y7FZ+LOeie1dG8qt36zj+Ela3nK4hdma/ZznXYrP1q+TmjU6zzyUySKcuFGR91RWVUtN361lxVRdeUKPtDNZ7e+L7fVPM3uIe/yy5MLuHW0/yUvNwnxMA186RSV5AKRXdmaNsTkMp29xvFBwpl7pih0D0sNg0dOJEoxfK7rK6dy8vBWTteIgPCFZBWfJmf/CvrKhkYBR5RAegy8msDzlsi3hSB3O5JUQ50vO6mKory0Nn9MQTCH73ancC9/GMfv6q7lscsHNnJE9yICX53Ux1sS8MnZiL10GoBf9ZOYe9n4Fhcu7udt2hZbkxdNrV7cNbxUe5MKGaccMI43KUOZHHbhaHvf4CBiFUPQsp+UTFSCCECe759j2Vz92W7j0qk1ykh+003gC91sXvD4kI8evJoBPj1b7fFCPe2IV+paa+vy4xrtaCu03IaYXGaxyzj+TbmM64Ybfg+uH9GbZVbXGr92k2YTy/amtvscO5u1x3OYU7XSOP5OP4PbxzUcdG8L/h7OVGLIuPQXGV9moaoquot8H9crKq+siuH/VhxHUQ3d1tIV0/IJd2rX4Bn3Hb8fymiN6XYJ1To9i77dRX56vMn2Sqz5xO89nn3oX7w6rz+udhfXcOV8jj0sCHWo5TXtV/xm+SKLtUuIzRGlKlrTmqOZzNLsA6BG1XA6YIZJ46gbR/rxs/4y43iKsptNseIG2YV8sjWBckXLyTOfqz5WFvCvqSHt8thBbnb8qR/P67U3cE/No8QVSxf9N1JomeyS07y5Npabv9rHXd8dZMmuZCqqdeaeVpdUUa3jwO7NjD3nxqc08Lp6N0q6M9HLtZNRVZVvdqXw7oaTwExSVE8e0f7BMoc7+H1k7xafL8LbkeXqOUW81WTic8vp6+3QirPufrbE5nGVpq4gd47X5Ebr64wKdGHfzjDC5HQ0kopV9kEqqidj24Yd2DqTtcdzeG3ZOqpU0wuw59R7eWByKD9ODkKrad04fqinA7tUH+PYpzaVrJKqM0u5hNaw4XgWr2oMd9SrVAuqgmcZLwytLTRMHDeRfZvDGCnHEiJnknNsMyVzInDsIeoUXMiyHTF8rTEEE8vUHiR4z2WQb892e/xAV1tSFE+8NKdwlUopyBddattLamEFH60/TkHcHqgpp9guiMH9B7JwrD++zjZNHl9Zo+ORn6NYH1N38V6NJffXPoybkyMB5ZH8n/wNAE9pf+GataO5fMC1bdoptLN4bVUMN2a+yijLE9xd8ziH1T7YWWl5bX5/5gzwapOCwr09XbkudQsaSaUHNawRNaZaTa1eoTTpAN6yoezELqUfkwf3MdmnV88eFPrNZEV6NKv1o9iuDGDSkSyuGOBtjil3aKcqavjtYAbVygBm1LzJRPkovsPn4uPU9N+l1hDgasvfyhiTbZnFp/Fzsb3AEUJrWH88m32/vc0UZTef1j4HSGw8kctn2xJ5//rBjAqsX/dYuHi/HkznJv0K0BjGX+qv4J6J7RNc7ixExlcnUKNTOJByivc3xjPvwy28vCrG+LWtyiDm177E4uvGYm2hafG5HW0sKLSvK7DaV07leJao83UpVFUlKjbOWHD9hOJL/4jGaxgM9XPiEOHG8TAphkOpYlkXGIqf//DzD2yyfJwr5D3G7QN9HPn7XxN5eGpIqwe9ALwdrUnX1gWTg6VMEsWyrVZTWaOjLGEPbmeKPm9WBjOpv2lm0tVDffhZmWocL2AjKyIz23WenUlMVil7MqqZW/MyP+imsFQ/jevHR7TrHPxcbElWPeo2nEoUmZLtYEd8Ph++/wZPx17NEl5gieVbLK9ZxMwDt3PNu3/zwaZ4qnUXXoaVU1LFvZ+t5er4p/CRTIOVkydP5+snb2HMDf9mqc7w+2gjVXNt9Z/8eVhkfa2PzkF/4Gtma/bjIpXxheW7+NgqLL9/DHMHerdZF61ALxdSVENXyGApk5PZxW3yON1RVHoxI/WRxvFaZQQTGmgcNXVwHx6pfZANyjCqsWRLXD6lVbXtOdVO4ce9qVSfqUGnIrNLGswDl7XfBbmTjUW9G2ZiaXDb2pNYyIlfnuf/pK8Yo4khVKpbyZJbWs0tX+9j5RHRxb61qKrKmt2HuVw2ZKnmqw6cCpovsr3OIwJfHZReMXQFuv/7/dz70rtEfvUgl2+/ksUFjyNhmp779Mxwhvo5X/Rj2faKoFY1BM36SqkcFwXuL0lifgVhpXUBmo3KUCaFNt5p09ZKS4XHCACyVWeqVEv2ijpflFfreHnZej7Q/A8rScf/LD4hQkrhhhG+/LZoDKGebfcHXZIk9Od0duwjZYh6Ra1o+8l8Rqh1Beu3qoOZEm66HNjN3goldA7FquGu7HT5IGsjE9t1np3Jb4cMHywTVB+e193Jdza3MTPCs13nEOBqS/KZWioAHrUZFFbUtOscupvYnFI2Ln2Dt+UPjN0Dz5Wjs+XdDSeZ+d4OdsYX1Pv6jvh8Hv3gB14vfJjpmkN8a/FfHCjHQiPxzjUDeWx6KJIkMSXcg73+91GhGrIyr9VsY/muo906sFlZo+OLvzbxrHaZcdvzyr18fueENr/gCPWw5+SZrGRrqZbynIQ2fbzuZEd8AeM1de9P2a6jG1ymOjPCCwtNXWCzRqew+YTIcj1XtU7P9+eVKZgzwLtVmhA1lyRJBLiaZneJwFfbKa/W8cNPS3lY87txW4SUYrLPAjax5tcvWB+d086z65oOpxUxrHitsZPjMv0Ubp0YZuZZdTwiP70DOphyitf+3MO0Uz/xkmYbrnKpSYhyjryXlWdSdh+b1od7Jlxat67QXq4kxHsTLqUTKOUQnyU6Cl6KLbF5TJXrljketh7Fg15NLx0N6xPCmC0fkIULIDFMdHbkw40nWVT+Cc4aQ8Bpl9KPgcPG8uq8/m12F/1cjp7+lJyyoUi1J0d1JkHUK2o1204WME9z3Diu8hlnUj/lrKuGB/JP3Ahu1G7BVqrGNXMzGUWj222JRGdRrdPXy4a7eqhPm2RDNsa7Zw8ypLqlPgFyDikFFa1W20gwVatXeG/p73wgLTFu26gfTJzqyzT5EK/U3gwY/lYmF1Rw19fbmRFgwdABhr+he6KTCE76gW+1f2ElGTJVbKUqAq3LefqWqYwOMl2KcuOkQfz67SQWatfRQ6ohomgzRzMmMLAdl9N2JJ9sSeTu099go6kGYKluKpPm3kqEd+s0WWlMqKc9G1UfZmGoJ2pfmkB5tU4sPW0Fh0+m8pBkCCQmKl6EhfZtcD9HGwsmhLixKbYu2LXxRC5XDe7V4P7d0froXEZXbCFB8iZG9QfgjnEBjR/UBgJdbTmZnkOglIWXdIrkAr+mDxIuyseb4nik5gvjtesbtddT3OdqxtTq2Z1YyDWarbxh8RU6VeaJn/RY3foQExvIqGxItU7P+uhctsTmkV1ShbuDFdP7ejKrnyey3PbXBR3VLwfSSVP7sFY/nMlyJHvsZ/KQWEpaj3h37GB+3JfKppU/8pX2Y5y1phfZelUiSg3GSqrBz8WGF+b05bIwjwucqfnCPB14SXcrFao1caovVrmnUVW1XQILXdHuE2ncIhvuFOapPfEMG92s53KYvzMf42ocH80soUanYKntnomZKQUVpO75nWe0huUGuWpPvvZ4liVXDWi312awhz3DIj+j9syfypEi46vV7EksIE93BSfk3vhK+fTv26/B/cYGu3K/xQRuVLcAMFezh9VHs7l3YvsVbO8MNp3Io6jSdInNNUNb1uW3NWhkiWoHP6g0jAOkHJILKhjmf/FZycKF/bgnhdvLvsBSNixj/EY3k4NhT3L72ECWRmVyfL9p97JZ8n7eyfqM+MxeVGPBtVIGVhZ1r5soJYjFts/x9sIZBLvX77Y2JsiFr+xnsfD0OqpVLR5SEf8cz+6Wga+C8moid67mCc1BwPAetdn3Qb4Z3j6/d0FudnxO3WOFSJnE55YxuLdTuzx+V1VWVYtt1h60FobVFTuU/owNdr3g/lP7enAgNolJ8hGmag7zQ9yV1OgGddvPbuf7+2A871h8jb10mu36/nzU67/069X2geHzBbja8qvlS/STU9CpMnflT2n3OXQHJadryd77u7Fbd6QSzHH/2/ju1mEAvPR3NH0PnARAKym8o/mQZ5bqkG99jPEhFw5+qarKuugcPvl7F3Mrfuch+TAeUhEpGR78fOwyftp3HR/fPKJb1oAtr9ax6mg2lUpf9ip9caCCRZOHiOv4BojAVwfyy4E0Dv/1CV9ZfI58JlWxWtWySRnCWv0Ict3G0D8kgMuDXXktxBWLVrqTH+ppzx6lrg5MdZWOnNIqvBxFEe+WKquqpTrtIFqt4SJkg34ok8Kbt9RoiK/ph9UanUJMdmm7FqbuSD7efJKH5V+N41f0t/PS9ePbNYMlyM3OGPQCRIe6VpJZfJqUwkpSGMomZSgAq4MbvjNlqZVxi5jMyaNfEaUEs1wZR7kIfNXz18EkfrF8iXX64azQjyUkwB9/V/MU7rV0D0JJlpAlFX8ph/WFYklJW6jW6dm3eTm3yycAQwenFa738tv1g7HSahgR4Mx1I3rz/IrjRKUXAzBPsxNZUgmVTGtz6VSZr/Wz2B9wP0tuGNFg9iUYlgyFDxzNv7Y/yDZlAKXY0ftYDv+eGdbtPmR/vTOZf0l171H/01/LM1cNa7fnwdpCQ7lDiDHI3EfOIC5HBL4u1d6kU4yR6pY57mUA1zUSuJ8S5k6U5gBvWnwJQIrOgwMp1zQaLOsuckursElah72FoQN9lurC9SNa3oirNfi72pKketGPFLSSQnVeEjDOLHPpyn7en8ZNrDKO/6e7hpeuGoDmTDbWi3MjeLZ2MfqoF7lRa2jO8Yb8Kc9/r6fmxseZEl4/oSMxv5yXV0QSlvIDy7QrsNNWGb8WLqWzWP6Of9JO8MDSF/n2ztHtnulubmuP51BZU1fDs0K24+ohPo0c0X2JwFcHcTitiHUrfuDLc4JeG/RD+c7pAeaOH8EL4e64tNFSER+nHthZaSk/p71sbE6ZCHxdhM2xeezWhzNM/ylT5EgSJV9+aOaHH0cbC4Ld7Yx1pDToOZRa1C0DXzklVZw+uoJwraFmUaQSjOeoa+vVaGhr52c8FJTXUFxZc8GLQqF5dieY1hnqaWNBuOeFlwNfMciX6Qf/y9klW2SWkFxQ0e6vh46qtKoWJXELI7WxjJRj6Scnowz73Gzz8XF1IjPJFV8pnwApm5R8EfhqC6uPZnNl7RpjB6d3dNfyf1cNwkpb1+imXy9H/rxvDD8fSOettSfYWxOOq1RKsJSBpaQnTXFjmzKQPyyu4JrLL+PL4b2bXC5yeX8vrtha1yEt7VQlqYWVZgu0mkPJ6Voi92zi6TNBx0TFC2XADfRp50LCtt59qI3XYCHp6SNl8FuuuDlzqXYlFHBMP4YqLBkjR1PjM4YelhduHuXuYE2uxwQ4ZQh8TZUj+TUmVwS+gBWRmVwp7zSO18gT+bRf+9adPCvA1ZZN59SftK9IpqpWf1GNwYSGqarKtr37uFc2ZHTFKT7Y951GoFvdZ2lJknhl/kCe1P0H3XEtt2o3IEsqr2k+5+Mfs9k34knunhyKm70VaYWVfLs7hW179/G15nX8Leo6DteoGjJVVwJkw7bLNfuJTf2G7/d4m2UprTn9cyzbZDypjxvuDu1XQ68zEYGvDqCyRsdDP0USpEIJtjhTzre66eSOXcx3M8KNUfK2IkkSfTzsOJxWbNwWl1PG5FD3Cx8kNOjsH59i7PlDmcDEPm4tqrcxpHdPZhd+x2RNFN5SIS+l/gHd7A84wJJdydwp190x+li9mjcmBbf7PHo722ChkajV1xVvTswvv6RmEoKh28+5Rge6NHqxPTLAGVc7KwrK64qk/3Msmwcmt/9roiPadCKX6ewzjtepo3k74tKXwV8sf1dbklVPfMnHjioK87ObPkhose92p6Dq5lKm9mCEHEux30yGN5CZIssSN47szfwhvfjnWASfn8wnNb8MBQk/VzvGB7uybKAXNpbNe6+K8HbAzd6K/LJq47adCQXdKvC1/HAGtygrTNrGL5rcp9Fj2kKAhzPJJz3pI2USKGWRlCeaE12qnQkFJKihHNIZOp4/Gdp0LaghEeFEbQtkkJxEXzmVYzHHUef07XZZkOfbcjiGO+VjAGSqLnj0m9zsvzOtLcDVlkSlLvAVQDZppyrbPVjdlR3NKGFw6RY4s9rwD/147hhf/xpGI0v895pBPKo8S02Mlru0awB4QLuS5IP7+GzfVP7RTiW72pDwYYEzksbwOVyvSvykv4xNXncxoE8wyXtW8K7+dbSSwgA5kcc3xDJvcC+cbLvHDeqS07UUJexlqlzEDqU/1Vgyd5B30wd2UyLw1QF8ujWRjKLTZDCQy6tf5wbtZipHP8kzsxouptkWQj0dsMzYzUApEX8ph/3ZL7TbY3cVFdU6tsblm2yb3d/rAns3bEhvJ1yOJDNINnSuK0yJBoa11hQ7hRqdQtSBHTwjGwrLxih+eA6ZbZbi2BYamVBnmTuLPyBYyiRZ9SIhr78IfF0CVVWJTkjmKnk/u5QI8nFiTFDjBTi1GpmZ/Tz5YW9dvaLVR0Xg66y1RzJ4U3MIgDK1B1LQZOytzVfnIsDVlpd0N7FYpyFddUdbpBV1I1tZQl45RzJKgCCe1AWhRcfH4xr/fbC20DB/iA/zL3EJhCRJjAt2Zfk5zRR2nszn5lHdo1i0qqr8s/c4y2RDba981ZHKsAUmWQ3tJdjdjpOqD33IxErSUZ0bD4xu93l0Fdklp+t1bx7XjMytqeEe/LN5KIPkJAD6lu3mZO7lbdp5uqNLP1VJn4INxlppf+nHcpUZ6k6eZWulpcTGD84sbgmUsknKrxCBr1a06mgWV2t2G8dRDpfxzAWWXms1Mv+7bhBP/PoUrx534mntz2glhQA5l/+Tf2RT9RDAcA1Vi5Z3dNdwo3YzH1vdxXVzLueb/l5IksT+4Lt45qt8EhVvDqt9AIVl+9O6zefDTSdyuU36h6ssd1Om9uAm3YtcFjbd3NPqsLrXItgOKP1UJZ9vTzKOc3Bhp889PDkzvF3nEeZpz72av3nG4idu0G6hIDulXR+/K9h4Ihedrq5IsFaWmN7CrIshfk5EKiHGsU/lcXJKqho5ouvZEpfH7Nr1xvEy/WXcMe7SOpdeCl83F2bIB+kvp9BfSqr3oVhomaSCCkIrDvCe5SccsH6AOzWrGdOMC4vLzwSRHajgas023HO3kSLakVNeraMmcSs9JcNzsUkZzLQB5g1A+LvaEqf2JlHtRQ0WVNboTbKDhEt3/tIGZ3tbpjZQG6WtjA12ZbQczXsWH7HT6iHKk/agV9SmD+wCDqcVsT9fZmbNG3yum81nujlcNzqk6QPbQLCbHav0o3m39moW1TzC8dIeVJxTtkJomV0JptnIDtbaZhViD/ey55htXcBxqnyYTbG5jRzR9a2LzmHGmeAwwDbLCYwMMG+XOcm1LhgSKGeRLD5DtBpVVdl6NJnTWKGoEgeVPowcPLDRG15ajcz/rh+M+4wnuUb/Erv1dQkfpappBvE/jGXrqCV8/uTtXDHA23jeEQHOVPW78UzQy+D7PSno9Eorf4cd0/ojqUyRDU3AFCS8QgaY9cZnRycCX2b2ydZEanR1v5waWeK1ef3bvTBfqKc9cWrdnRiLwhPUdpM/Gq1l9f5Y9lo9yGvaLxkoJTA22LXFtaCC3ew4YRFmHA+W4jmcVtTaU+3Q/jiUwff6aSzRzSBLdSbNe7ZZ7qSfFehhT+KZuhC9pTxSc7vXz6O17U4sZJx83DjO7hFCYDOWSI0McKG/bTEHrO7jbYvPWaRdxepjYgndzvh8pql7jeP16iim9jXfMkcALwdrrM7raCYuMFrX6qOmr/3L+3u1eVmEc40NdsFfyuEqzW58pAL61kZ3m5sCP+831J5MUH14XXcTG3tezWgztY0PdLNlnTqCD/TzWauMoAwbkkRNvYu2Oz6PazRb8ZEM2ftjglyb9XslSRK9w0eQqRpeB6PkGHZHp7ThTDu+XccSGHmmBl6q4o5f+PB2/RvVEC93d3LVngD4SzkkF3SPv1ntITG/gvgSuKrmZYZUf8bTtXcze0DTq14kSeLuCYG8+8gd/N7/U+Yo7/B87UJKsQHAycaCW0f7sfnxyfz78vAGl8reM9705nhuaTV7k061zjfWgZVX6yBxM/aSoXnEev0wZgwwT/OIzkIEvswor6yKzMi1PK39CTcMF9O3jPIjxAxpt2Ge9sQpdYGvYDVNXKi0QPqpSlxTV+MmlXCjdgtXaXZx1eCWr7GWZQmNz1B0quFXc4icwOHU7hNoKamsZUtcHgmqD4t1tzGu+gMuHx5q1jkFu9uRoPYCQCOp1OSdNOt8Ors9CfmM1RgCX1WqBbZBY5q1BE4jSwzs158M1dDueoQUy94jx5s4quvbGpvHFI3hbt9p1ZJqv0lmb+ctyxJ+LjYm21JEZ8dWk1ZYiVP+Pq6Q9+BMKVCXEdlevBx7kGY70DgeLp/sFjdpqnV61kbnmGy7brhvkw0B2oq1hQZfJ9PftYT8MrPMpbNTVZW8hIO8ZfEFO60e5hXt14wLaX6B+sv6erBJPwQAK0mHQ9YOTlXUNHFU11RQXo1D5ja0kuEG+kZlKNMj2vdvVEMCXG1IUgyfzd2kUvLy8sw8o65jR3xdqZdi7KmwDyK0BdezAa62vHvtIH77v4Xc/K+X+PGecWx8bCIHn5/GS1f2o/d5nynO1d/Hkf7GzEyVACmbv6MyL7h/V7EroYAJHDKONzCywa6YQh0R+DKjb3elsIg/uU/7NzutHmaQJpX7JgWZZS49bSzJt6l77FA5g9gc8eGpub7fncRtmnXG8RrtZczqd3Fv8v38vYhVDRH7PlIGJ1Iymjii69h6Ms+kkLxWq+XyZtwxakvBbvYkKL2MY7uyJKpq9Y0cIVyIoqhkJUXTSzIsJ9mvhDE8uPkB4ssHeLNKGQWALKkE5W/q1ssdVVUlI+4gHlIxALuVCEaHma+Gyrn8XWyZLe/lYc0fPK39ieSCSnNPqcvYHp/PbZp1fGT5IYetFzHCJodhfg3XUWlLLv79KFIN2bhD5TgiUwqbOKLz2xlfQFmV6VLC+YPN2zb+/O7D3SXzrrXF5ZbR73TdRWSs2rtZ9b3OGh3ownapribrZfJhtsZ1z8DKjvh8psh1z+UOeViLgohtJcDVjmS1rqukUphoxtl0LdtPmtY4ntDH9aLqelpbaAjzdGBkoAvB7nbNzhKcM9CL6zWb2WT5BFusHudkzKEuv/x+a2wekzVHAKhWLajxHWf2G58dnQh8mUmtXuHggd2M0cQAkKm6Ej54NB5mbD9q7RVuzDQKldKJyyk121w6k6KKGjL3/0WobAhQHVD60HfI+ItukTyktxOHz9T5kiUVi5xIqnXdI9Cy8YTph8Rxwa44mHmteqCbrTHjCyBYyhDZkBcpLreMftWRxvEupR+jmyhsf66RAS7ssppgHF+h2dutlzvG55UTUXnAON6uDGBSqJsZZ1QnwNWWx7S/8ajFH9ymWU+qyEJpNbtO5jJGjgagSLXDO2SgWTKOBvs5c1Ax1FVxlsrJT+n6GZj/HMnkG4v/skizEn8pm+H+Tng6mrdtfIi7HRbo6COlM1veS1JusVnn01ltP5nPuDMdCAHi7YbXy1xtjLWFBovgCZSrhtfDZDmSzTHd8/1pZ3wh/+hHsko/kgzVFavAcRf9mbg1BbjaknSmdEWu2hP1dBGlVbVNHCU0pVqnZ19Sgcm28SHt+1nk8v5e2FJFkGz4nRtVs4+jGcXtOof2pKoq6bEH8ZIMSzr3KH0ZE94xbnx2ZCLwZSZbYvOYXl1XwPs7/QzuGG/eDhRBXi6knLkTEiJlEp9dbNb5dBYfb47jAX4xjr/Qz+WOsfXb9zbXoN49iVTrCuUOUE9yPLPrByFrdApZcQe4VrMFLwyZA+1ZrPlCbK20lNrW/TyDpSxxR/0i7TmvvleC/VB8nZt/YaGRJUL6DSdOMWRYDJNPsj/qaKvPs7PYFpfPBLnu+4+1HUGQGevhncvf1db4fmIjVVNWkG7mGXUNOr1CUdIBHCVDBt0epS/j+ng2cVTbGNzbiYNK3VJ095IjFFd23aVd1To9eSd2cJkmin9b/Mxz2h/bfYlpQ4Lc7XjH4lPWWz3Nx5YfcDonwdxT6pT2xWUwXDaUMshQXQkK7d/ijJWJ4T4s0c/krdpruanmObbFF5rU8e0OVFVlZ0I+a5URPFj7MOOr32OMmf5Gna+3sw2/KpOJqPqakdWfsEMZ0K2zxlvL0YwSblP+Yqvlo7xj8SlBchZjW5At2Rp8nGw46VR3Y3Sa5iDbTxY0ckTndjK3nH6V+4zjrcpAJoe6m3FGnYMIfJnJHweSmafZCRjSE5O9LjdLba9zGQrcGy4oraRayrLjzTofc1AUlX+OZXPb1/u4/OVfmLv4O+Z9sIlXV8dwMOUUynlpswdTTqHu+5wIORWA44o/Dv1nN7oWvSkO1haccqqrnTJEjieyG9ROOZByimm67fzX4kv2WP+LqfIhpoR3jD/iVh7B1KqGu5VBUqYIfF2kvQl5jD4nU8U1aFgTR9Q3u78Xq/SjjOOQgo2kdtP6UdtO5vNE7SKeqr2bH3RTCAwdcFFLC9qCv0td4AtAU5RU7++n0HJHM0sYXFsX7Nyl9GvRcqzW1NfLgeNSXSet/lISkenFZplLe9iTWMgEfV0jibXKiIsuadCagt3tTJbj25TEd7tgy6U6XaNHTduDlWTI/tmh78+EPi3PWLkszJ13dNfysf4qYtXelFXrOZjS9Ytsnysxv5zc0rouvipyh1jmCGCplXFydqWCHsZtIoP/0h1KLWKIfBJ/OZcFmh0EuNjibNuy5l6tISS0v/HG6EApkYNxKe0+h/ayJS6PSWeWOQLE2I6qt+xdqE8EvsyguLIGKX49LpJh6cc6ZRizR/Zt4qi2F+ppT5xS1w2iZ1k8Zd0oBbi4soaF3+zh8M8v83ra9fyjv4eV6kP8UngN0/bdzvIvX2bCG+t5eVUM+5IKWRedw9fffcXTmmXGc7yq3M6/pl56MXbvgHAKVAcABskJHE7t+h+cNp3IY/yZ7BVFlajyHGrWpb/n8nfvabyID5RySMwrMfOMOh+9olKRst+YqbJLiWB0cMsDmyMCnNlpstxxT7dc7lit07M/5RTZuPCrfjLP6+5kYge62xfgamtSS6WXkkVuWZUZZ9Q1HEg+xSg5xjjO7DnCbEvtLLUyePY3jvvLyURndt2/jVtj85gpG5YW16oa8r0mm32ZIxgCX/HnLMcPIqPb3gy4WPuSCxmrRhnHu+nPmIsIKLs7WDPAx9Fk2/klHLq6nfGmWTZejtbN6tzcXvxdTOciuqBeukMppxh6JlvylGqHZ2A/s8xjQh9XdisRgKEZlXXWXiqqdU0c1TntP5HCUMnwnCcpnoSEd5wbnx2ZCHyZwcYTecyQ69IT/2YCswe0vANgawt2tyOeusBXmJzOydzuUZelrKqWu77ayj2pT/C8xY94S3WBJktJzwg5jns0q8goreXrnclc98Vefv7xKz5SXsNSMtTf+lw3mzGTr8C/Fd7gB/s581rtjdxV8zhTqt/mUFoxqtq1syVi4uPrMudUf4b1DWniiPZj6Oxo+B21kmqpyBEFUVsqOquEobVRxvEOZUCL6nudpdXI9O0/hGjFD4BBchKHIiObOKrrOZpRYpLVIUlc1PPZVjwcrMiS697XDK3jxQXGpYpMLWSwbFjKlq860isowqzzCfb1IlExZD2FSWnEZnbdAvdJcVH4yoYCzvuUMIaHm6cZ0fkcrC04ZVO3HD9EFlnJLbUtLo9p8kEAdKpMqde4i64vOiXMtETDptjcLv/57Vx7T2YxTj6GFYZlz2ODL67IeVsJOO8zuug4fGlUVeVUajTOkuFvziGlD0P9nc0yl5EBLuxX694TR0rRHOmCWchVtXpiM/L4UT+FWMWXbcpAJl5Ehmp3JAJfZrDxWBpT5MMAlKo2aIMnY2elNfOswEqrodwplKNKAL/rJ3BMCeg2nR3/s/wo/8p/mbEawzIsRZXYoe/HKv0okhRD1sIKZRxQ9+Ydr/ZCIxk+zPyjH8G+gAe5f3Lr1Gkb0tuJP5UJbFSGUogjuaXVZJV03WyJUxU1eBTULSHZofRv9/oAjQlys2O5fhyv1N7E7TVPElVk1eW7xbS2XQmFpKge7NH3pUbVkNpz5EVn9BmWO442jvt0w+WO+5NNs0DDPR06VDcfSZKodQo0jgOkbFJEZ8dLoqoqp9KicTiTNXlYCWGIn3kuMM6K6OXIcdUQdLGSdFRmds0C96mFFQSW1N2w3KYMZFIHyrC0dK9bjh8iluO3iKqqJBw/QO8zQc29SjhDwwKbOOrCDCUaVMKkNB7QrKB/0SaSuknQX6+o1Kbs4QfL1zlqdRf3av5mfAdZ5nhWoJstM+X9vKH9gl8sX6IoT9SfvBSphZUEVkcbx4eVPgztbZ73pR6WGko9RqCohmu10XIMB1O7XqmYqPRisnQOvKi7nZk1b/KK/hZGBnacG58dmfmjLd1MebUOfeJWHDSnAdigDGFa/47ThcHBuw9zC141jr27QeDrn2PZOB1fwkQLwzK7EtWGx7XPMevyq3Czt2JFyilOHtnN4ULTi8oM1Z3d+r7sVPoTF7SQD28a3uy2u00JdLXFsYcFJafrlpoeTi2iV88ejRzVee1LKmSCpq6b0j5pEHf79DTfhM4T7G7HemV43QYFMotOX1Itt+5mS1we+5WxrFTGYk01Vw+++Iy+EQHOvGE1nuO6vazSj+Jv/Wjsj2Vz/yTzNghpT0cSM3hK+zP7lTAOKX0YEeBv7inVY+/mR1WJBdZSLQFSDge6WXCytWWVVOF/OhrOvBVFKsFc27unWecU4e3Af/XjOayEcEwJILrKhZLKWhxtOk4QtjVsPa+RxDHrITzj7WDGGZkK8HAiOcOTPlImgVI2SXnF5p5Sp3E0o4SBFbuMv1cblGHcEHHxjXUivB0YZn+K32v/DcAefV82nVjYYRqPtKXYnFIG6o+B1hAIz1GduLMDZSKDYaljrRzH9dqtAHxWmIiqqh0qK60zOZxWxLAzS+4A4q0j8HU237VKaIAfsQW96SulEi6l8X5yJtBxVpC0hr1JppnVfb2dOtSNz45MZHy1s61xeUxR6+4ablBGMqUDdK47K+y8AvtdPeOrRqfw33+imaE5YNz2uPQEz9+3kAVDfZjQx43Hpofy2ZMLWfrIlTx0WTCBboY0aVmCN9z/S+D8//Dl7aOwbcWsPVmWGHzeBc3hLlzgfk9SISOkWABOq5Zo/EYY6sd0EK52lvXeVBLzxR315iqprOXQOXfdqrC6pO4zWo1Mv/4DuaLmNT7TzyUTN/48nNltlpPo9Apq2j7u167kW8v/8pT2Z0YGmDfzpyF+bvakqob3N18pj9T8rt+dti0dTi1iiFTXdOakZXi9ZTvtLcTdnj3SYL7Tz+Cw2odqLInO6np1vnbEZjBKPgFAntoT7z7DkFvpRldrOLfOl5VUS7lYjt9sa47nEKkGs0k/mFpVQ5zjOEIvodmUJEmEhA0yrhYYLseyN7p7/DwOpRYx9Jy/UZmOQ3C3N38dvHOdX3/SQ5dBYUXX7Ubb1g6lFjFMjgOgRtVg5TvUrEHEoX5OHFYMN0FlSUWffqjLrdDYk2ga+BoV2PE+/3VUIuOrna09nsMO3Y0cUMKYojlMbcDkDhWlDfU0fbOPyynr0ndCfjmYTkpRNdfxf0yVDxMoZTHnmusbrNMV6mlPqGcoj00PpVqnR5YkLDRtF5wZ2tuJhJMxjJBOMESO55+UewHz1nNpK3HxJ421U46oQQwPNn+nrHNJkkSQmy2H04qN2xLyypkc1nGWunRkOxLyTT54WGrlS65HNXegN8v2pRnHCXnlHEwtYriZaku0p5jsUvorMcZbV/uVMF7ogIEvfxcbUlRPQsnAStJxuiAFGGnuaXVakWnFoPqyXwklXErDwneI2d+bLbUyoZ72HDunqP3xrJKLKgzeUdXqFWqT92KjMXSq26H0Z3JYx7lhCYbA1wHVB9gPgOWpkyiK2qGCcx2RoqisPpZFutKfXUp/elLGDaMvvUj0lHAPNkUOIVD+B62k4Ji5leLKSfS0af9Od+0pMiWfBWdqEGaqLvT273iZNt49e5B+Tv3JACmb5IIKXO2szDirzis+OYUg2dBgKFoNYECAZxNHtK1h/k78VwnhZjZRrWpx1uVwMreMcK+Ok6F7Kapq9WSlJ+GGSj5OAIwSyxybreOkVHQDiqJyJKOYEuz4Q5nA/bWPMKW/n7mnZSLMs+4Pgw1VSKdPmbQl7koUReXrHUlnRhIblaEc7HULcwc23WjASqtp06AXwBA/J+7SrOZdy8+4WbsJ65xDVNXq2/QxzaGwvBrXU3XFyQ8qfRgT1PEumoLd7bCjkoFSAvPkHSR0k8YPrWFrTBbDpFhkDMXYRwe6YGN5afddRgY418t2+Wl/2gX27lr2J59ipBxrHOc5DemQH9r9XWyJUoLZo+/LMt1k0ouqUbrYndf2dDitiG/0s7i25gUGVn9JhH/HuEHQr5fpBUV0VtfK7DuaUcJIta5t/Db9gA5VgxLOZHwpdZ0d/ZR0MotPm3FGncOuxALST9U9T8XYM6vfpV+4jw12ZRvDjOOZ0j7WR+de8nk7uqLko9hKhmuGSCWEof5OZp5RfRpZotaxroZboGi8ctHKqmpxKDT9/D7Uz7w/cw8Ha2IdRnNV9Uv0r/6a3/STOJbRdbKQI9OKuYXVHLB+gE2Wj9NPTmF4B7zx2VGJwFc7kmWJLY9PYtndI7lttB/ejtZM69ux7hr6OPVgiGU62y0fJsb6Dh7Q/kVsTtf6EHvWjoQCUgpNiy0/MT3U7HfQzxro25NDaqhxPFiKM7mr3lVEpRcb06QBjknh9OtAtVPOCnKz40OLD/nL6j/8z/JTinJTzT2lTqFap6f4xFZ+t3qJfVYPcK1mC5NDL737jCRJXD/cUB8xSMrkBe13VB5bRUllbRNHdn5RybkMkgxLZ9IUNwKD+ph5Rg0LcLPlU/1cbqh9nmd1d5OscyG7tOs26WhL1To9MecElBRkhvTuGBeVEd6OOFDBSOkEt2nWkZOe1PRBnci+5EJ+1E3hydp7+EU3iRyXUTjbdqzMHTc7K7ItDTdSC1V7NCgkdJPl+LV6hT8OZXDv0oPM+XAnt3y9j4+3JJDVjMDfuVnDAGGe9vTv5XjJc+phqcE2ZBz5quFck+QoNkTGN3FU55ZTUoVPRV2t1kNKCMPM3HzjQuzdenNaNfwOn834ElouKr3YZPn9EfrQrxV+fy6Vn68vUWowNWcK9x3NLDbvhFrR3qRCRskxAATJ2Th6Blx0B9ruSAS+2plWIzMmyJXFV/Zj178vw82+Y92ll2UJR9dexu42oVI6cV20ztfPexIJkjKN4zBP+0teftWa7Ky0FLkMMY6HSSc53AW7k0SmFROj+rFd359S1YZa76Fo2zib7mIEu9uRoNbdUZcKT3abmlKXYmtcPhP1ewBwk0qooAczWuGOOsCCoT4M0SaxyepJFmrXcQv/8MvBrp/1dTo9CivJEOA7oIYyxMwFzi/Ezc4KW0uNybYUcYFxUaKzSqnRK8axJMEAX/NfYAD06+XIbZp1/GL1MostvsO1OIrKGp25p9Vq9iWdIhM3ftNP4mndPYQFX3zHv7YiSRKSWyhDqj5jaPXnfKifT2I36OyYXFDBNR9uIuXPF3gq/mb+KJjL22nXYr/p30x6awuvro6hrKrhmyGJ+eXIJ1YwV96NBkM2/Y0je7fazc85g31ZpR8FGAq9O6auI6+s6wb+D6aeYqhcV+T8hEU4Ie4ds6C/v5s9KWfqfPWWcknN65o3+NvaodQi3tfNZ371i7xWewPlniOwttA0fWAbOz/4diyz6/x8jyZmECGlAHBC6U1EcIB5J9TJdLyry26ko2QWnc/DuzdFquHNKlTumoGvktO1KPEb2WT1JL9YvsRwKZZbRvt1uJ9J74AQMlTDkopBcgJHUvPMPKPWF5lexG/6Sdxa+wwDq7+gj39vc0+pQUFupoEvz5o0TnWTgqinKmpYHpnBx1sSWLo3lYS85v9NWHM4mbma3QBUqRaU+UzCy7F1Ov642lnhHT7aWER4rCaardu3Uq3rekuCz8otrcKzsu7i4pgSWK8RRkchSVK9eonizvrFOZxahCslgCHYHuJu12Hu8oZ62BNHXXfqUCmN+NyuEXTR6RUOppwy2TYyoOPcIDtXoIcjp6jLlk7o4oGv9FOVPPTZSt489QiPW/xOkJyNpaTHQyqmAmtq9Cpf7khm2rvbWRedU+/4D/6J4nntD3xg+RFbLB/D3bKaKwf1auCRLs6UMA/Wy+OM4znybv45mt1q5+9oDqYUMfRMd7/TqiU2voM7bI25AFdbks4EviwlPafzk808o87pUGoR1VhyWO3DF/o5BPt3jCDM+VmbJ7JLqT3nxlFnpVdUyDqMRjJ8DjighDLMzEtLOxsR+BLqCfVyIE41fIj1kIrJzMps4ojOZ2NMLtOlvQCMlGNx0pzmigFN1/Zqb0N7O3FAMSx37CHVUJka2aWyjPSKypH0uuWbKnKHvYj3dbYhVfIxjoOlzC5/YaEoKh9uiueWN74j849n6b35AfSrnuDV997n1q92N7kMOre0Ck3cShwlw5Li1coopg8ObtU53jk+iO/1043j66t/46/IrFZ9jI7kSHqx8W4fQJI2iEDXjnlXHTAJfNlQJTK+LlJU2ik2WT3OAav7eF37ZYdZ5giGZV0VjmHGcbiU3mVKJERnlVJRYxpIH9FB66kEn5ddE9+F359q9QqPL93OuzUvEypnAKBTZWIVX3JUJ77QzTbum1NaxX1LD3Dv9wfIKTFkXP1xKIPB8e/jJRmCmnGqL9eM7duqzaZ6WGpwDx9nvHk5Vj7OtqgTrXb+jiYpJdG4WuSoGshg/0svadBWDJ0d62okaosTRf3JFlIUlahzGj6BoTZxR9DP2xFXSrhf8xcfWbzPDeqaLnEz5mRuGeH6utIwkUpwh3nOOwsR+BLqCfW0J1apu3urLYxF1wUi5edacySVafIhAErVHsjBHau75llD/Jw4qNTV+QqqOk5GUdcpWJuQV055temSmMG+Pc0zmSZoZAmdc12HohA5k8T8rnsRr1dUHv4linc3xPK29D4Pav9ijmYvt2vXs8TyLZ5Lu5sXPvqaz7Zd+APjj3tSuFlebxz/wRSuGNC6BbkH93Yi0Xc+Baoh0+EKeS9/bdrWZbO+otKL6SunGMda7wEd9q46QICLLW9qv+CA1SKOWt1FekHXq1PYHgpTonGUKnGTSnGRSjvcDYKe3kGUq9aAIePrRHbXyBTfl1zI9ZrNXCYfxoFygtxsO1yJirPOD3wl5JV3qRtl5/pkSyLz8z8lRDbcmE1WPLjX/iMOXL6a9wf8RbnGNOPjbs1qbox/jEff+YK7Pt9IxvL/43at4b2pWrXgA+1C7hrX+ktY5w7qxSr9aAC0koJ31oYuGfyv0SmU5qaRphiCXZFKsNmLnDcmwNXWuNQRwEfJEvUnWyg+r5yy8z6/d5SfuZOtJYE9JZ6y+IUrNPuYIB/leBeokXw4rYghcl1NtVyH/h2ysVFHJgJfQj1hng6cVOsCX0FqKimFXeeNuqyqFjVpGw5nslA2KkOZOdDfvJO6AH8XG05a9TOOh8snOZzWdep8RaYZlu9IZ7r99erZA3cHazPP6sI8PLyMxWqDunjG13sbT/L3kSxUZP6vdmG9r4fKGfykWQwb/sNdS3ZRUG7a/fVURQ2xe1Yy+Exr8xOKL36DprRJO/c7Jkfwle5yAGRJ5fqKpSzd0zWbDxxPLyBcSgcgSfEkzK/jZaqey9/VFlvpNG5SKVpJoSq/axU+bw85JVX4VB43jg8rIR0q4wugj2dPY6Z4bzmf1KyusaQrMqWA/9Mu5RvLt1lj9QwjO3Db+GA3e/ylbF7SLuEni1eYU/MPBeVdbzl+XlkVB7b9zfXarQCUqT34P/uXePeBa7lllB+vLxjIhkcnMj7EkGnVi3we1v7JRM1RfpL/j6+yF/Cw9k/j+V7U3cqdc6fg1AYNC8aHuLHRYiLb9f25t+YRftFP6pLdh+PzyojSBzCh5n0GVH3JF7oriOgARc4vxM3eikRNEH/ox/F27TUcUEK7ZECyLR1KLeJOzWru1PzDICkBH0crPDrQ53dXnxBKVBsAIuSULtEcLDK1yPiZuki1w80v3Mwz6nxE4Euox9nWklzrujtfYVI6sV2oztfuxEKmcMA43qCOYmoH6655liRJOPr2M/7xHibHcei8eiOdWWRaMSus/o8jVnfzpcXbHS6L4XxB7nYknGkZ7yaVkp3TNZfUHc0o5qMtCcbxQTWMO2uf5HGPJTwuP8VRxVDHQZZUFmlX8UTq/Tz43o/sSSw0HvP631E8qXxrHH+km8ftY9um/sOkPm4c976aQtUegDmavezctJLC84JxnZ2iqCRk5PG7fgJRShCH1T4M7KAZkmcFuNqYLCmxKkkx1KkQmi0yrcikc1acRRhBbh1reWuYlz1x52SKq7knukS20em0SGwlw9+RQ0ofhnawgOO5fJx60FNby63aDYzWxDBITuySN2c+3ZrIg9KvxvF/9Tfw9A2zTLL2/V1t+f6OEfzvuoGE2JRRRP3fF0WVeKP2enqMuosrB7XNDQRLrczAoWO5tfYZ1ikj0KHl14PpXS4jOfqcjrOl2GLr7NEhV1GcJUkSNa59ebz2fj7Sz+O4GkiSCHy1yKGUU9yjXc3/WfzAUsvXGerX09xTMtHPpycxij8AnlIRqemd/2ZoTuoJXCTD9XikEszgDvx+1FGJwJfQINmzr/H/Xa3A/fa4PMbLhpbL1aqWqt7jsbPSmnlWFzbY34VDSh8AXKVSMhKjzTyj1pOSnoaPVICDdBoHqZJBHfwiPsjNlgS17gOymh/XyN6dk6qqvLgymnOvWbWyxK233cs7983n1Wf+zdrRP/K67gaqVcPvTV85le9qn+Kdr7/n5VUxPPtHFCOjXzYuQ4lSArHofxWhnvZtMmdJknhszjDe0V1r3Pak8g0vrIjqEhffZyUVVJBVbcVzuju5quZlnqhd1OF/Z/xdbElRzllSomaTVdx1lmu3h8j0YuPyBp0qo+nV8YpGh3s6cEKta0zSqyaJvLLOHXjOLjmN/+m699sDSiiDOvDNGVmWkFxDUFTDayNEyiC+BY1IOoOS07Ws3R+NF4abLImKFzUDb6G/T/3sIkmSmDfYh/89fi8f9/2JJ2vvYbV+BHuVcJbpJrNA9yr2U5/k+dnhbdrY6MaRpg17iiprWXu8frH9ziwmy7SmX4RXx832OivgvMYrIuOrZbJS4/CQioEzQRi/jpUN27+XIzGqn3GszTvWqcv2FFfW4FJ01DgW9b0ujgh8CQ3y8/I0FuTsI2UQl935U0TBcFGfEHcM3zMFOA8qoYwK9W3iKPMaFejCdmUA2/X9eaf2ao7n67pEJku1To9NwTHj+LgSwACfnuabUDMEu5t2dnSsSKayRtfIEZ3Plrg8Bmf+yCLNSqwwLJN5ZGoIE/sYandYW2h4alYEExe+wh0WbxKnGAr+x6q+RCmBfL0zmWUHMrDBUC+jWrVgMYt4YmbbpmQP6e1EecSNRCuGDzoRciohsZ+yPLLrNOeISi82GXs6WHeopQUNcba1JNey7ncmQMoWnR1b6ERyBiGS4XV8Qu1NX/+Ot7zVx6kHKRp/4zhMSuNEducucB+VVswAuW5pbrxFKAEuto0cYX5+Hi6kqe7AmQYsXaTJwFkrIjPJrrXlspp3eKxmEW/qb+LBKWGNHuNka8lr143k3of/Q86ML9g+5luUK97ns6fv5IHJwW0eRA5ys2P0eUtkv92Z1KVuykRnmV4jRHg7XGDPjiNQdBy+aKcqanArPmIcH1L6MNSvYzX9iPB2NH4eBOijJHfqsj1R6cV4SEXUqBoAjst9CPPs+L9nHY0IfAkNCvW058SZPxj20mlOZaeYd0KtJLmggpDyumWOO5X+TAztuJ1nAAb4OPKLPJtba5/hQ/188nBif3LnX+54MqeccOouKo4pAYR7tU1GUGsJdK0LfGWormhQSOpiBe6/33qCf2lX8G+Ln1lj+W9CnC24e0L9or9jglx5/5Fb+K/f53yum80jtQ+g42zmpMRztXeQqbrwUO0D3LFgDj5ONm0+9+fn9OM1zSJqVQ0Jijfr9MN55s9jHM0obvPHbg9Hzgt8DfTt+HfVJUkC5yDj2F/K6dQfPttbjU5Bm3MI+Uz7ckN9r57mnVQDZFlCce9ameJR6cUMlBIBQ3a4tU/HbiQBEOJhT/yZ9yhbqZpT2V2npp6qqizbZ6iPpUfDn8oENOGX4+vcvPeWYHd77hwXwFMzw7h5lF+73jS4aVRvQGWMfJwfLF5lfPa37E3q/J/jwLAEv0fWXlZZPsub2i8YIZ2gXweu73XW2Y7DVtTQR0onLz/XzDPqPCLTihgmnzSOj8thhHWwz+/Otpbk2PQxjvvKqcR04qYrkWnFfKGfQ//qr5lf/SI1XsOx1IowTku1+Bnbvn07c+bMwdvbG0mSWLFiRZPHbN26lSFDhmBlZUVwcDDffvvtRUxVaE9hng58qLuKedWL6Vv1DQeLbamo7vyZLXuSCo3LHAGiewwl1KNj/bE+n4VGZpi/aTrr3qTCC+zdeURnldBfTjaOTzmGY2/dcWtCgKE9eabDIPpWfcO46g9Ypp9CYn7XqaESk1WKd/pKekqGwESkGsw9l4VjpdU0uL+rnRVfLhyLMvVl0iTTLJQiHJile5vL5t3JnIHtk6Hibm/NTfPncVftE1xR8yoxqj/VOoW7vz9IdknnX153NKOYntR9cOvo9b3Ocnb1MtYpDJBzxJ31FojOKmGAUneBcVgJ6bB1PXp7e5OmuBGv9CJR8e70tUFjUzMJkg1F+k+ovenfu2PfJIP6WclyQddZjn8yt5y4XNPX1E0j/S6wd8cyI8KTQY6VfG/xBuM00dyuXcvXm481fWAnkFJYQR99Av3kFK7TbsVPzu0UGV8BrrYs1KzhhNVC1ls9jV/xAWo78VK49nQotYihZwJfelVC7z0EC03HC8JYe4VTrRquKyKkFGI7cRby2eL81VhyWO1DXz/PJo4QGtLiV2lFRQUDBw7k448/btb+ycnJzJ49m8mTJxMVFcUjjzzCXXfdxbp161o8WaH9hHjYcZwgItUQKjHcFTuZ27k/xAIcTCnCgUoUVeKUaodL0NA2re3QWkadlya/p0sEvkqNga8K1Qr7Xo0vV+go/D2cjL8TAIldqHjwn4czuFmz0TheYTWXuU0U/ZVlifsmBbHm4fHcPsafwb17MtC3J7eM8uPPh6dx3fDejR7f2i7v70Wv4XOooq7Fc25pNQuXHKCsqrZd59KadHqF8pwEoqzvZZfVv3hAs4IBvXqae1rN4u9mR/KZ1vHeFJKR33U607a1Q6mm7ctPOQ/qsEWjw73smVzzLtNq3uIZ3d2deqmjTq8gZUUZx0eVoA5fTw8gxN2Ok2eWnwO4V6dyqqJrdHb851i2cfk9gLejNWOCOlZdoQux0MgsmDSClcoYAJylcvxSfuVAF2hWFJ1VSr9zbmJmWvfp0N25zwpwtSVPdTJm0/qRTUZR579B1h6OJ6QQLhmyL+PU3vQN8GniCPPo4+1MnGqYW4CUQ1Jm583qO35eV8rOkFXZEbU48DVr1ixeeeUV5s2b16z9P/vsMwICAnjnnXcIDw/nwQcf5Oqrr+Z///tfiycrtB9rCw3+59Wy6OzLFgAOpJzihtrnGVD9JbfUPMvQAFdzT6lZRp/5cCej0E9KQsqLoaCT1/lKyzAUtgc4rgbQt1fHqg9wIed3U0voIhlfekXlWNQ++sqGzjdRShADhk+8YLbX+fp42PPi3AiW3z+Wvx4Yy8tX9SPY3TzZlIvnRjAqsO71ZE01swu+5qGle6jRdc47uimFFYQohouLXlIhllJth18afFaAqw0pZwJfsqSiy+86y6/aWmRqEUGyoXtsvupAL/+Oe4Mg1MMePXV/LxLzyzttBsXJ3HLClLqA41E1sFMEvno725Ai1dUt7SNldJnOjvuOniDK6h6+tniL6fIBZvbz6vBLT891zTBffrZcYBw/qP2L/63ch9LJu9xGZ5USIRk+N9SoGqy9+zZxRMfQ08aSAqu6gI2h/mTX+F1pS+XVOmyz9xoDhruVvvVuzncU4V72xJwp2yNLKrXZnbM5WF5ZVb1mMSLwdXHaPC9xz549TJ061WTbjBkz2LNnT1s/tHCJzu/A1tmXLeSUVBnv5pRjQ7Tqz3D/zhFs6d/LkQjLHA5b3csqq+dZpP27U9f50isqFrl13UmOKwH07QSp8WBYSnKurnJRsTepkDFV243jv/RjuGpQr0aO6LgsNDKf3TyUQFdbXCjhZ8tX+Jd2BdelvcSzf3TOTo/RWaVEyCnGcaZ1H1zsrC58QAfi72JrDHwBWJUmd+ruSu3pUFoxE6rfY0b1Gzxeex9DOlgB4XOdX2i3Vq922hqIUemmhe1z7ft2it83rUZGcQ0xjkPkzC7R2TExv5zAU9voIdUwRRNJfzmZy/t3rqU+1hYaZl02mT/04wBwksqZnPc9fx3p3A1Y4jNyCZQMwfmTqi9hvTpmEKQhGpe6+pOGZfiVZpxN57A/uZDR0nHjeB/9Ouy1VLiXA9uVAfysm8R/am/jWLkDRZ0wAzY6q5QHNcv5yOIDFmlW4ml5usM3Wumo2jzwlZOTg4eHh8k2Dw8PSktLOX264ZTS6upqSktLTf4J7S/U056BUgJ3albztsVnpGTlm3tKl+RgqmmgyMFaS8h5QYyOykIj4+4XhgWGOmtj5Wj2JBSYeVYXL7mggj5KonF8TAnoFDUhwBD4Gigl8Jb2M5Zb/oc+hVu6xEX86qNZXCEbbkgoqkS861RCOnj9u8b0tLHk24Uj6GNbQfCZjngzNQeIOPYG/9sY38TRHU9MdikRUopxrHoOMN9kWijA1ZZ/9CO5v+YhLq9+jS36AWJJSTNkFZ8mp7QKBZk4tTfblYEM8etp7mldkKONBd6OdUucJBRiO2lXweNZJZxUfTiiBFKk2tHTN8LcU2q23p5upCuGemTBUibxnfymJcDWuHymyweN4wPWYxjSQWvdNebmUX78an87VWfqDt2mWcePqzdTUtk5l+Grqoou+ziaM9k/0Yo/Ed6dJxPF092VbNUQtBEZX82zO6GQsbIh8FWraqjuNZoels1bGdDeAl1t2SiP4d+6e/heP4M8nDjRCd+TojNLmKyJ4grNXv5t8TN9PBw6VbZrR9LxKtEBr7/+Oo6OjsZ/vr6+TR8ktLowT3tu0Gzm/yx+5GrNdvR5MZ0yU+KsgymmdWWG+jl1qj8cw4M82K8Ylrm4S8VkxEeaeUYXLzqrhBC57i5ntk0I7vYdvyYEGJY6ukilXKPdzmA5gTCSSO/kF/GqqpJ64pCxkPN+NYyxg/ubeVaXrreLDf++/RoeUR5Fpxre7hZq15G85Tu2nexcgfyYrFL6ncn4KlZt8fAJNu+EWqCnjSV5PQL5RxllaDiAJcmis2OTzm9i4tjDgkDXjn2zJszLgbe0n7HO8in+sXyWE520i1ZMVinv6a7myppXGFb9Kf18OmZGQ0NC3O34ST+Z93XzeLb2TpLyOt+F3vn2nsxklBwDQLbqjFfoqE71+e0sC43M3VdM4Ev9bAAsJT1P1XzEy38fb+LIjimntArf6robSdGqH/16dY6bmGAIjCQrhsxBF6mM/LwcM8+o7RxKLeL1f07w6C9RvL7mBPuSCi/qmm5nfD6f66/gL/0YNiuDGRLSca/RtRqZPh6m75md8T0pJrPIWFMtVXEnwKd9GkZ1RW0e+PL09CQ317SYXG5uLg4ODvTo0aPBY5555hlKSkqM/9LT09t6mkIDQj0diFXrClN7VyeR34nrSsUnp7DF8lHesfiUqfIhhnXQ1NwLGRfsyi6ln3Hcu+QgaYWdMy07JquUx2vvY2L1u9xT8yh23h23bs35nG0tKbD2N46DpaxOX+D+ZG45YZUHjOP1+mFMCXc344xaz0Dfntxw40Ke191p3PayxRLe/WMb5Z2kU62qquRmpuIuFQOGu+p9O1l9h/NrRqaIzo5N2p1oGvgaGeDc4S/2Qz3t6SunEipnECJlkJjd+TKT9YpqkqmmR9NpluKDIfD1if4q/qe7hr+VMcTld87PCWfV6BRqU/ZiLRmyonYp/RjXp+N32LyQKeHuHAu4k1TF8B47Qo7D5ugStsTmmXlmLRedaZqJnKwNwtfJxnwTaiF/V1uSVS/jWClIbGTvzqmsqpYHlh3mX5+uZNie+7kj+jYG7f4XS776gJu+2ENGUfP/PmQWnyY2t5xf9ZN5uPZB7q19jDFBHbtWcvh5S/A7Y2fH0swT2EiG6+9o1Z+ITvb5ryNp88DX6NGj2bRpk8m2DRs2MHr06AseY2VlhYODg8k/of31drYhSa5rFR0mpXXaAvfVOj12+YcJkHNZoNnBCDm206XJ9/N2JMZ6kHE8Vj7OtpOd74MSGNarK8ikqp6sV4YT1kkK25/Vw83f2CI5WMrs9AXut8blMVGuq7l2wmZ4p1kG3BxTwj0InXU/q/SjAOgpVXBb5RK+3N45iqznl1XjXVV3V/246k9fr871vhjg2r0CX3pFvaQMaVVVyToZyU8Wr/AvzZ/0kdI7RQe7ME97YlVDBoBWUqjOOmHmGbVcckEFVbWmy9fDO9HvW8h5GQ65pdWUnO6cS+kADqcVMVQ5ZhzvViIYG9yxL7YbI0kSLy4YzmJpkXHbY9rfeemP/Z3u53Ru7UlFlcCzf4cPzp8rwNWWpHPqT9qVp1BVqzfjjFpXZY2O25ccYPXRbApxYKh8kv5yCrM0B/jM8j0eznyUO95fwaHU5tUM3hhjmsjS08aCIb17tsHMW0/Ymb/dDlQwUjpBelbnqqlXUlmLS2mscXxc8e80pWE6ohYHvsrLy4mKiiIqKgqA5ORkoqKiSEszpOA988wz3Hrrrcb9Fy1aRFJSEk899RSxsbF88skn/Prrrzz66KOt8x0IbUYjSyhudd1ZwuXOG/g6mVNOmFrXbvmIEkREJ0rHBpBlCa+QYRSqhrpLo+UYdsRmmXlWLaeqKtFZpm15O1NNCIBAD0eSztwl9JNySckpauKIjm1rXD6Ldbfycu3NLNePJSB8MJLUeT68NsftYwP4q9fjFKmGi8L5mp3s3rGRwk6QxRqdVUrfc+6qJ8qB9HbuPHfVwZDx5SflMFPez32alWTmFzZ9UCdTVavno83xzPzvGmY+9wUT//Mzd3x74KIakaQWVhJSeZjRmhget/id8fLRTnGxH+7lQKxSlynuWplAcWXnKiYck12KJXUBCA8HK1w7QWH7s/xcbNGeF3zozE1YdiUUMEau68ZW4D4KZ1tLM87o0nn37MGMK67hB90UopQgrql5geQyiVdXx5h7ai0Sm1lIqGRYlZOsehLs49HEER2Lv4tpxleAnE1qJ11J0ZDFK2M4lGr4fFqNJX/qx5t8faQcy3fqc7z49Z/Nep/acF7g67JQd7SaDlk16f/ZO+8wuaryj3/unba99977ZrOpkFBC701UFCxgQRQsgA0VEFRQUMQCqBRRf4oUQUE6AYTQUjZtk2zvvffdaff8/pjNzM6mbJu6ez/Pk+fJu8y5c8js3HvOe973+7VTmBjKlzX/ZV/Al3nS8BNi+rb7lS7vgc5hiqfd1gFqpExyveSYvhxY8G/rzp07KS8vp7y8HICbbrqJ8vJybrvtNgA6OzvtSTCAzMxMXnzxRV5//XXKysr41a9+xSOPPMI555zjov8FFXeSlJRsF34skFr8skQUYH/7sF0fB2AoooiwAJ33JrRITimI5x3FJmodKk1iangfo8W/Tqe6R4wMzhJy9bfTi+zYEGqFzfFQJ1kZ7/Y/sfTDGC1WdrUMUi+SedR6Pjear2dL/vJoc5yJJEl8+9IT+a31MvvPviT+xV8+aD7OKN/gYOeI0/3LGFviV6fqABkxQXxd+2/+oL+f7+n+idJX5+0puZSekSmu+P1WQt+8hX+Pf5bXDd/lHc11jFa/wyf/+AE/eG4/Jsv8F9vb6vo4ZUYVZlXA6iMcZX2RzJhg6qUZleJyq985Qh/sGOEF/Q/ZZvgGD+rupzDBvzYZOo1MZkwwGqxkSR2cIB+kzo+dHSsb2imTbC1odUoShbn5Xp6Ra/jkulTeTP8WHzPdQa1IAeCpnW28Xe0/lfwHOka41nwz95iv4P+sZ/rdIWawQctIsON+lcjAshG431bbx5M7naWCHtFdxa2r3uYm7Y9oE7aDlERpgD9Ld3DHX56ntvvY94nukSnkhje5WH4fA7bDjLOKfD/RWZgQRotwrGlzRRONflRxfqB9hBLJUbgxFVuCXuvbyUZfZsH/clu2bEEIccSfxx9/HIDHH3+ct99++4gxu3fvxmg0Ul9fz9VXX+2Cqat4gvyEMKoUW9tChDROX0eTdye0SPa3D1Ms224cIyKQ6JQ8L89ocZycG8tWZY0jFjvZ0ehf1UbV3aNcIm/j29onuVh+n3i90a80IQCy40KoU5LtsXagxm+NH/a1DTttyCUJNmb5fkvVYshPCGWs5PN0CVub81nyLt798EOfTx4f7Bixn6pPCAMRqYVentHCyYwJpkFxtJQEjjYtKBHky0yYLFz7yJv8dPA7fF77ul2LqEpJZYewbdL/8VELX/zLjnm30bxzoImTpp2zukQk0dnr/KIKU6eRMUY7fj8LpBYO+dmBWV1HH9lSBylSH5lSF0V+tpkHW7vjVv23edPwbf6g+7XfOjtarAqivQKtZLtXfKgU+p0+67GQJImffGI9QQbn6rVbnt3PyJTvtzwOjptoGTbzP6WMB62X8GfreX4lbH8YfUwWlxnvYPXUH/mO5Toa/CgpciwURfD7l3ayRd4D2NamwXoNf71uCz/5WDk//va3uDftD+xTMgGIkUZ4SPkpNz32Gj2jU0e95r8q2rhB+xy/1f+ejwzXk6Mf5BQ/0NqLDNbTF+zY8xVJLRz0o2dSVecIBbKtoKhHRJCUnD7HCJXjoaYMVY6LTa/D0bag7z+AVfG/DX5razNJkq2M96DIoCQlwrsTWiRRwXoGEk62O9SdIVfwVlX3HKN8i+quES7UfMQN2v/wW/3vKYsRfle9khMbQp1wuKokm1v91vhhdnl7fnwo4YH+Vw05X764JZ+/WM5hSATzoPVimsd1vLS/09vTOi4HO0c433Q3Fxl/yrfMX6Mo2b/0CcEmItw0Q0slnS5aFyCq68vc+fwBvj54D6XTVXnjwsAL1hP4peWTgOPe9m5tHzf8YzfmOdosRqfMaBrfwTCdQNtqXcOZxQnHHeNLJCSlMzDdUlwgt1LlZy5ak50H7YmWgyLNr4TtD5MTF0qzsFVjREjj9HT5p0lUVdco+YqjOrRCyaXcxzWFFkJyRCA/ON+RKNZjZuPoG/z69Rovzmp+zE4e6LUy2bG+X5U6m/TYMHaLXIawVXYuB/3J1w52c0Lvkzyuv4fn9LdTKDXzgwsKyYu3/T+GBei49/Nn8Ejm/fbihjS5l59P3sH1jx1p/GNVBB989AEb5GoAekUEa0tLCTZoPfs/tkjCE7MZEzbn+EK52a+cHXu7W4iSbFWIVUoqBQn+9zzyJdTEl8pxyU8I5dAMvY4cpdnvyoBNFgV9r8MqulLJoMQPT3APs74gkx1KAb0ijO1KAf872OpX1UbVXWPkTVevjAsD0UnZXp7RwkmOCKRV47BwzpHb/VZDpaKxm69oXmCdVIUBExszl8dp+rEoSAjjUOqnOdH4O35puYIBwnhut+9q5Y0ZLTT1j2NEz36RxWvKeooS/e/+FRagYzDA8Z3JkruWxQZjX9sQpop/cIZmNwCDIoTrg+4l+vN/Z9P5nyVA51hmJdBPas3j/PC5/ce9Z79d3cuZ0kf2+C3WsiXf90/WD1OY5ND5ipOG6Ojwn6RLz+gUiZOORMshJd3vjCTA5ux4uB0fQPRUHefVvktFyyB/tF7Iqcb7+JbpazSHb/ArvbX58OkNqWzOiaZMquO/+h9wv/5B6j56keZ+374/ztZqLUgIRefjek9HY7bxij+1wR2LJ9+r4guaVwAokRqJjoriinWpTq/Ra2V+cdXJ3BvzM9qFrcrfjJa6zgGu+9sup4rsF/Z2cOnYP+3xP61b+OQG5+v5MgVJEfYijhSpj5YO313zzURRBJpex727RqTYk5cqi8P/7lAqHiUmxEBvUI49LpBbONDhPyWiADXdoxQIh3tbpZLp11awZxXFc4P562wwPsh3LV+hbtDqV2W7zV29pMs2DYtakUJugv99FrIsIUXnYBW2ao4cqYPabv9LfFkVwUTzHm7RPcEzhju5S/cI65d54gvgYyfmMUmAPX6vro/eUd+s2KvuGmFmjkQjS0e4tvkLcrQjyZ0hdS2LDcavXt7Hd3RP2eMfiq/x4y9+nE05MXzhpEyevPZEQgO0FErNPGe4ndt1f8Ow+zF+/+axNc5eqajlPHk7ACMiCJF5ql9pUhYkhFEtHJsiufeg31SKH+ocpUBy6NQ2ajJIjw4+zgjfJDc+xK4bBRA10XBEFYc/UNE8CEg0iwT+rZxEeob/HZTNhSRJ3H3ZKvI0XeTJNse578j/4Fev+nay8mD7EJ/QvE2J1IAes99ptR4mM8b5eervz6X63jGiW14iTLJVVP9H2czHzjjpqCL0gXoNv/jCuXw/8Mf8x7qJK00/ZJAwttX18Y0ndjNltjI8YeY/L77ApfJ7gO1wZ1/cJaxJ85/K84LEMKciDmvn/uO82ndoHZygxhzHj82f4x+W03hPKSEvwT/Xf76CmvhSmZPQ5EIqlQyes27mHWUVle3Dcw/yISpn6HsBDIQX+nUrV3FSGEFRCYgZX99XK7u8OKP5Y1UEzDh5rlJSyfcz4eDDZCdG8Yj1fH5h/hS/tHzS7wScAWp7RimyOFykdiu5bFgm+inH48zCOAJ1GntsVYTPtjsenHXQkBMbQsCMufsTCbExdn21DKmLJh+vaJiL/W3DpDQ9R+J0G/3r1jWsOuNTZMyoIChLjeCxq9ezRttof92PtX9h19YneW532xHX7BmZIqT+vwRJtkTs89YTOXtV2hGv82UKEkM5NEMiIVtp9pvPuqpzhMIZiS9rXDEaP2vFh2mTgRkVX7lSG/V+WJW8q8VZw3RNuv9sthdCWnQQ4Ruv4qBi0+9ZJTcyeeBFWnzYYXCwrYZ7dX/iv4Yf8Tvd7/xSCw8gMyaIZHr5guZlfqJ9jNKJj/xCY+1YPLWzlU9p3rLHz2vP4fzSxGO+PibEwJ1fupw79TcxMeNA8JUDXVzx21f52kP/4XbTfWgk2+HFHy0Xcu1Zq/1Cc/IwRYmhHBIObayEyXq/cPSu7hqlnVget57LDyxfZk/ABmKXWcWrp1ETXypzUpAcxYWmu7jRfD3PWE/1u4qvQ50jlEhNAEwKPWHJ/icMPRNJkjh3lt7LKwf8I/HVMjBBpphhyyv8N/GVnxDK3ZareMh6MW8rq6k5jhuOr7KvbZi1skNLpDW4lLiwgOOMWB4E6bWcXWzTv4ljkE9p3uStg0cmIXyBg50j/ED7d76qeZ5NcqVf6g0dJjMmyK7zFSON0NPjP+5lR+Ov7zfyJc2L9vj/DFdw9aaMI163PiOKUz51Mw9ZLgJAIwl+r/sdjz7zAu/X9zm99rFtjXxOftUevyCfzgWrkvAnYkIM1ASu5g7zZ/m06Yc8Yz3Zb3S+artHKZy2ju8RESQm+U87z0wMWg3GyFx7nCu3U+tnia/+MSOtA5NOP/OnKpOFcsMZeTwgfcoef0nzIo+913icEd5jwmQhdMhxaHZIpPltxVdqVBAZcg+36f7GZ7VvcKJ80G/b8IUQ7N67m3XT67pqJYWCdafPeViWGRPMY1evJ0jveF2e1Mq/Rq7ibyNfIkO2aQnvUzKpyvwcZxb6l/N3RnQwtVKGPS6U/EPna/a+Ii8+1K8Sjr6ImvhSmZPZbYGV7cN+pSlV0z3G9y1f5qfmq/iT9ULyEyO8PaUlc26JI/EVyQiip4r6Xt9f1FZ3jdrd6QA6DZl+q9cxO2FX0zXqV98LsFWslMu2lqtREUhwaqmXZ+Q5zi1O4CbtU2wPuJ6f6x6BpvcY98FWoLp220n093T/5Fbt//ml3tBhMmY5O1r7jt3u5+sMT5p5dV8zrygb6BYRvGctZt2JZxxzg3FOcQKGc+7gJesGAEKkKf6ovZcf/u0N++K2a3iKrR/uIFayVVXvUzLJXHUyIX4iIDyT0MRc/mw9jw+UYkYIoarLPw7M+jub7ULCh5Q0cuP882AGIDE+wV5hmSO1U9vj+xu9mRzoGOGzmtf4nvYJzpZ3EK6zkOenbd7zISJIT+K6i6lTbInujXIVB3a8xfCk71UfHeocpWj6QBnggMik0E9Ftw1aDZNhGfY4U+r023bHAx0jlI6+Z4//Y93MxauTjzPCQVlqBI98bt3080bwI+3/oZUU5OlKrxYlllt03+XuT6zxu+SLViMjxRehTMuTFMr+4TZcM0tCxV8LBXwJNfGlMiezT3FGpiy0DU4e49W+R033KB8oxTxivYBfWz5O3jK4cZSnRpIRovBX3d3sMHyNn+oe42UfbdWaSXXXKHmSo7JGxPpv9V3BrN+jUaOF9iH/+V4ANLc229uvKpVMSlKXf5vjYTbnxlA7o/R9Czt5r67vOCM8j8WqILodDnMHRIZfV3xlRDs7O4aMNzNltnpxRovn9YPdjFi0/MLyaTYZf8d3lOv51IbjtyR+4eRsdq/7OXuULACSpX7+qNzJ9x57mW21fdz89B5qTdGcbLyf282f55eWT/GVLTnHvaavUjgrQesPmwwhBHJ/tT2uFql+q6cH0zpfim3TGy2N0tXhm1Wtx+JAxwgXaj7kq9oX+JP+16yK0x9Vp2g5cc3J2TyqXGCPLxev+2Qb/sGOYYpnJL7GI4sI1PtnCz5AaGwaE8J2CJvlx4mvlys7OUuzyx7vDz1pQZV4m3JiePZrmyhNCGaPyGavksUBJZ0/WC7kayG/5tfXXkRieKA7pu52spLiaBQJWIWEFiuHOnxftqe9s5N1UhVh2H4fVWH7pbO8nyAqLiE5IpCIIJsmViBTpErdR7i5+Cp9Y0b6x01OP8tfBjcOWZY4uTiDRGkAraSwXqrm3YrjO4X5AjXdo+TLtoqvfhFKQpJ/adfMJCEsgNAALQEYKZaaWC3VUe1HOl9mq4K2xyHweUCksyo5wnsT8jBhATrGU0/FJGyL9TM1FbxV5Vutd4194+QJR6vLASX9iISCP5ERY0t89YtQdim5TAo9rQO+q2FzPF7c53CFsqKhKC+f2NC5q1e/f9Ea/p75C9pEDAB5cjuPTt3I84//nPfq+gEwoucv1nOILz/vCMcxf2H2wYA/tJV0DE+RanVUJNeKZL+u+MqNC6Vuhs6X0nPIi7NZOAfbBymSbG2n7SKatJSUOUb4P8kRgYzmXsqosCUXLtB8xH93+V5l7IH2YYrkJgAGRAhxyVnendASyYwNtR/KpEk9NPf6xx5nNrur6lgv2XR0G5QEikrXLbg6Ky8+lH9/YwuFV97Dv9f/H/8o/zvRl/6cZ248368TL4WJYVxj/i7Fxse4wHQ3B318vW62KsQM7OIZw53sC/gyX9P8W634cgFq4ktlTiRJoiQxmJf136PS8EX+oLvfb3S+ambd2AxamdSoIC/NxrVcXJ7Mi8pGAGRJUDT4JpXtvv25dHa2Ey8NAVCjpJLvx5t4SZJYFa/jgOELvGj4Abfq/ka1H+l81XSPkq84kiqVSialfux2uhhOKMpgu1IA2Cyu66t9y+nnYOeI06l6Z1A+UcF6701oiYQYtOwO2sxa4x+53HQHrynr/fJkfXjCzLZZ1YEXlR1bPHgmGlnizqvO4KfRv6BRsenMRUljXCB/5PS62FADP7zAfytiCxPDCGSKtVI1n9G8TsTwQZ8XjK7pHuVp66lcaryT75ivZb9uFfFh/tmKD87OjsMiCMton185Ow501BEq2aqoDyrpfl3tuhAuWpfDS1bb2i5UmiS69Q2afcwcorO9iVjJtt48oGRQ7OeHZhnRQTRMJ750kpWJHt/UVjseA+Mm4nres4vQv6asY0tB/KKupZElziqK5/aLivnZZaV8Yl2q35rqHKYoKYwWEc8Utnt6Xc8YRovvVpw39Y2TLRwHMW0ijjw/PojxFdTEl8q8KEqOQkagkQR5UhtVbb3entK8qOke5VR5L+VSLSFMkBsf4pcOTUdjXXokO4O32ONLNO/x3O52701oDowWK20DozxmOZdt1mK2i3y/P73ITIylC1t7YI7UTrUftPMcZn+bs9vpYHgB4UH+63a6GE7Ji+V9pdgeZ41X0DboOxVIBzpGKJ4+VQfQJPq/Btts63h/cfubybt1vZQq1cQyBIBeK3NG4fw3GIF6DT/9wkXcEnkfz1tPBMAgOZJCIQYtf/rsWiKC/DfJmR0bwhZNJf8y3MFPdX/mbM1On6+IreseY5xA9ogcnrZuISguy++0bGaSExfCS+JE1k89QJnxYV5WNvr8Z3CYcaOF0CFHhdpBkU6xn7oGLpTT8uN4VXeaPb5Ms43/7vOddkezVcHQ6zgkqhSZfitsf5jM2BAahePwQh6o9/kOitm8X99Ht4jkResG+kUoH0jlrEmP8Pa0fIbZVcgWRVDnw4Yf1d2j5MmOxFdfUNaKW6O7AzXxpTIvipPCqBQZgO00xNRe6d0JzZPq7jF+ofsTzxlu5x3Dt8iL81+9jtlIkkT52hM4MG1/vVpuYN+e7VisipdndnTqe8bpUcK50/I5PmP+Ib+2fIJcP/888hPCqJ8Wog2XJujtbPHyjObP/naHRsek0BOeUuTdCXmBvLhQ9uvL7PGJ8kG2Nw54cUbOVLUPUiDZfqcalXiyU+ZXVeTLZMQ4V9w29vlOonG+bKvp5bf637Mj4Gs8qb+TTZmRCxagjwkx8Jevn0fLab/jYv2f+KX5E2hkiTMK4nj+hs2U+7l7nV4rMxVVYI8LpFaf1/maLf7uz22OYBPtjo2Jo5dIwJbA85fEV1XXCIWSwwG6SmQcsXFdrui1Mkmlp7FTyeMvlrN42HoBWw91e3tadmq7xygQztXi/p6UzIkLoXGG8UqipZ2eUaMXZ7RwttX28YFSzPXmb7HO+BBy5kkYtP5dpeVKQgN0pEY565Md9OHupZruMfKnNZHNQoM+Id/LM1oe+J9VkIpXKE4K5+9KJpdrtgGQNFVDz+gUcaEBXp7Z8Wnr7CRBGgSgVqSQ76euM8fi0vJk/u9/p1As/w2AM4xv8G7d+ZyW73tWw7NteZMjAgkN8O/Ti/z4UPaKVE7BdvppGKjCbFXQ+YEAb23nEHtFNooiM0QIhckrR9j+MLIsEZKxjrGGAEKkKTbJB/hVQz8fW+N9LRkhBJOdhwiYrgTyd2H7w2TM0qxq8AM32pkIIWit2UOKZGt1NAodJ+Ut7n5r0Gq44fRcrj8th6EJM4F6jd+3k8wkIimH8SoDwZKRAqmFt31c52u2g5Y/C9sfJj8hlNoZVQ3+4q55oGPEru8FMB5VuKy+G3NxVkkSH9/+Y3sstQ7RO2qcl46guznQMUzpjGrxvlD/rxZPDAugQ+PQw8uUOqnrGSM+zLf3ODN5v77f/neBzOZc39sHeJvChDBOGX6BdXI18QzyRuej3p7SManrGiJLsmmJNokEshNW3hrdHfj+7kzFJ8iMCaZOk22PS6Qmn9f5EkLADDHXWiXZr4UZj0Z2bAh18edhnhbovkyzjX/v8s2qo6pZJ83L4fQ2Pz6UKsUh0J8rmvxCs0gIwaGeCb5lvoEzTL/ik6bblsXnsRjWZsXZdb5ipWG6G/Z6eUY2ukeMpEzV2uMDSiZFif59qg6QFRPCxfL7/F33M94zfJ3gngpvT2lBNPaNkzm+2x6/q5RySl7skq4pSRKRwfplt7EvSIqgRqQCkC730NTR5eUZHRshBJaeGr6oeZEt8h6iGCF3GawXZpthzH4O+ypVXaMUybbE14gIJCY518sz8iwnZEURPMMlUQh8xnylsn2YXhFGh4hiRAQSuQw+G1mWENEOB91MqZN6PzqU6R010jLLKGZTdoyXZuO7FCWFcaH8IZdp3mOT5iBtbb65XwKY6G7EINk0GetEEjl+3iHjK6iJL5V5oZEllPhSFGErly+RGznQ7tuuJ10jU6RYHCeGNSKFvGW4uT99bRFvKasBSJAGGT/0uk+KCNd0jRDHIGDTTVgOn0V4kI7eYMeir1Bu8YuNRdfIFKNTDpFjK5pl8Xksho2Z0XykOETEY4f30TMy5cUZ2TjYOeyk79WgzSIl0j9txGeSHRtMrDTEZs0BkqV+IidbfPJ+dSy21fWxUZ5xoBJY5vct2+6iIDGMKiXVHks9B1EU39TN6RqZosyyj1t1f+dx/T2cr/loWXyu+fGhrJWquU37V/6quxttZ4VfaBd1dHaQLNkqWKpEGrkJ/p/0XwgGreaIhPqbvpL46hjhB5Yvs8n4ezYbf0dJin+3ZR8mISGRD5VCXrCewFtKuU/rP82momWQJPrQYVvXBes1fq+h6w4KE8M4KNIdP+iu9Mn7oVUR6Icdbq71IoksP3V49jXUxJfKvMlJSaBx2vWkQGrhQGv/HCO8S3XXKHnT/dEArdoMksL9p2x5vlxclsSzyqn2+BLe5iUfEkI9zEBXE9sDrmeP4Vq+r/0H+cvgNB1Al1Bgr7grkFqo9oNWktk6LyEG7bL8bsyHoqQwDmkLmBAGPrAWMSyC2dE06O1pcbBjhA+VIp60bOGgko41bhXyMjDmSIsOogmHVlmG3EVDr+9XSR5mZ+MAG2WbXfyoCCQmZ+F28SuFwoRQDkxrgwLkWOuPqErwFWq6x8iRHOYwrZo0EpfBPbEgMZRCuYUvaF/hFM1+Msz1dA57P7F/PIQQiJ5qe1ytpJK3DNpOF8rpBbZWtTgGuUTeRlt9pdcTx1ZFOOkijRJEyTJxg86ODeFTplv5uvkbPGo9368qvipaBnlUfy+Vhi/wtP7HrE4JWzZGXq6kKDGMQ8LRpZFmbvDJ+2HH0CSpiuN5VK8kkRW78u6B7kBNfKnMm1UpEVSKTAAMkoXR1v1zjPAudT1j5M5IfCmxBctygxIdYoC8s+kXoVQoObyjrOJfFW1zD/Qgo1NmwkdtpxcRkm2Tu1xOo3ISo6kXNoH7HKmD+k7fEUc/FjXdo0g4TBDy4kOW5XdjPmhkCSltI6XGR/i0+Ue8qmxgb9uQt6fFwc4R3lDW8j3LtZxvupuU1LS5B/kBBq0GY1iGPc6UOv1K56un+SBx0hAAu5Q8yjOX1ua4nIkNNdBicFTElkqNPqsxVds96pT4ErH5y+KemBwRSLvWce/Ikdp9XuC+b8xEmzGAxy1n8561mD1Kjt8bDSyGzTkxXCJvY3vA9fxG/yAnmd/noJcNIup7x5g0W51+tlwSX7Nbyfyp4utgUxd5UhsGyUIwRsrTo709JZ8kJTKQZm2WPS6Um33SdKW+d4zsaX0vgE59KjEh/uvy7EuoiS+VebM6LYL9SqY9TpysoXN40oszOj4NfePkybaFbJ8IIzY+eY4R/sulazM5w/hLPma6k6etW9jRNEhzv+9UUdR0j5EnOWx560glK3Z5lO3mJ4TaT5B0khVj16E5Rnif6s5RPjB8nVf03+MO7Z+XTRJysZSlRWPFoaeyp2XIe5OZZrbbUFGi/wvbHyYwLhuLsC0/MiX/qfjqGZ0ibWyPPd6uFLDGz90X3YkkSciJJfaK2FK5kYM+KnBf3ztO7vR6YUCEELdM1guSJCHFzXTXbOGQjyYfD1PbM0q9SObHlqu5yvxDXtRsIXkZtHkvlKSIQPrCi+3xJvkAHzZ4t9Oisn2Yw3IVAInhAcSEeF9w3xVkz6qo6R4xMuoHbfhmq4LSsRuNZPtc9ihZrEmP8O6kfBRJktAlFNqfSUVSi086Ozb0jhMmTdjlhYjOWxYHMb6AmvhSmTeZ0cHU62zij4qQSJb62Ns65N1JHYfO7m77yXy9SFo2iZajcXpBHAQ5O378q6L9GK/2PDXdoxTIjsTXeHjesrFZzk8I5dC0wH27iMY00suY0TLHKO/S3dVGgjRIgdxKptS17EwfFsrqVOcT6/3tw1isyjFe7X7GjBaa+p1bwpaDo+NhMuLCaRW2SqkMqYuGXt9MhsymonmI1VK9PT6gLVzx3525yEmMpVbYXFJzpTZqWru9PKOj09PT7eQAnbmM2koSk1LpERGATYey2gcrHGZSO8tdMzs2ZMW2baXllNIpbGu79XI12+u8axCxv32YV/Xf4zn9bfxA+/dlU+0FkBETxOFfMx0Wwhnzi0OZmu5RChSHHtQ+kc3qVPVA5ljkJjm6NLKldmo6fU+2p6FvjBvM36TQ+GfONv6CpDi1stxVqIkvlXkjyxJy0hquMt1CmfFh7rd8nD2tvitwr/Q5HgQNSuKyFgbUa2UuLkty+tmzFW1e14M4jE1vzZb4sgoJQ2LhHCP8h+zYEJ4Rp1M29Sc2G3/He0opVT68sbAqArmvyh7XieRlo7e2WMpSImZEAp15hJpu77U5VHWOkCp1E4ot+aWVpWXl6JMVG0KjsOl8BUtGhrpb5xjhG+xuHaRUbgBshz+a5NUrdkM+X0pTwtmnZNKsxPGyspHG9k6fFBOW+2vsf69XlpeQcEFiGAcVm6BzpDRGX0eTdyc0B7U9zonwlZxcPiE7hveVIgACJRPGpu1ePZRpbG0jX26jXK5jjVxL6TJKfBm0GtZGjLNVfzOHDFdzh+5xv2h3PNQ5Stn0cwmgK6SIqGC1Le5YFM7Q+dJLVibbD3p5RkdyOOFqRE+NWD4dMr6AmvhSWRAF6Qm8p5QyShCAz1Z8jRktmCeGaRM2O99GkbDshQEvX5My/TfBGqmG/OFt7GjyDb2pms4hcqf1U5pEAlmJy8dmOUCnIS4ugWEcv18HfLB0+jAtAxOkK45EQ41IWfGtjtEhBvIjJR7V3ctuw1f4ve637PHive1Axwj3aB9mf8CXeEt/IyWxGgJ0y6NCEiArJth+4gqgHarD6iNJ+uOxt3kAC1rMQkOdSKI4I2nuQSucVSkR/MDyJU413c8N5m9QPR7sc2LCkyYrYeMOB+h6kUTGckp8zWjHBwgaOIjJ4r3kyVw0dA0RjaOlbjkl/RfKiVnRfKA42h3LLPu9pvOlKAKpy6HtW6lkUJK8fCqRAaLjk8mQutBKik2z1Q/0Jw92jLBKsiW+JoWegKQSL8/ItylKCrN3aQCEj1Qz7mNdGrMrDZf7/tWTqIkvlQXhXBkB+9qGfHLD0tQ3zvtKCScZf0vB1J/5h3ImaVFB3p6WW1mVEk5hrJ6t+m/zrOHH/Fj7V57d1eLtaQEw0V1PgGTTSliOiZbZbWgHOny3ErKm29nttDcgw2aQsMLJS01gldxApDRGmVzP3hbvOTvuax2gRG4EwCCZyUqO99pc3EFWbIhT4itNaadjyHf1IsHmNHega4zLTHdSYnyUL5i/c8TzUOVIMqKDCA5wrj7Y1+Zb98em/nEyZEcLWYNIJCN6+SS+8hNC7RVfAPk0+fSGXu6pZFfAV6kwfIWvap4ndwUnvuLCAuiIWGuP18o1VDR759nU0DdOvrXWHh8QGcuq1REgPS6Kpmn3+mypg/pu3z3EPExjexcZsq2FvEqkkZ+ktjkej7z4UKqE435YKDX7lOnKuNFC14jz4ZBa8eU61MSXyoJYnRrhFI+brD65gJo5pykMREZGLauKiaMhSRIXr82ifbrKLVXupbPyf0yarHOMdC+9o0bipxxl2DUiddm11s0WHve289LxaOxziDgDKDH5XpyN77A6LZK9is3tJ1yaoLu5ao4R7qOv5RChki0RVKlkHnHf9XdiQvR06VLtcbbUQZ0PPkdm0j40yeiU7VTYiJ42EUfhMtJdcxeSJLEqxXlzvM8HXFNn0tQ3TqbkSHyNB6cTqF8+64WwAB39IXn2uFD2rY3eTPrHjMRPNQEQJY1hQrOiWx0BktLz6RW271C5XMfuZu9U8le2D7NadmgctgQVExca4JW5uIvsGYcygZKJsZ5GL8/o+AghsHQ7WvWqlFQKl5ERjjsI0GmYiCrmGesp/MR8Fc9ZT2K/Dx3GNPaN81nNa/xK9yDXa/5NrDS8rA5ivI2a+FJZEHFhAaSHabhK8wb3av/Ardq/ebUl6Fg09jmXiWbGrIwTw8vKk3lOOdken2t9m1cPeFcMtaZ7lPwZjo4NUhqpy6z6rjgpnDVSDXdpH+E5/W1Ed3+A2Ys6HMejsXec3OmKr24RQUJ8gpdn5BusTg2nUjhca0MG93vFpGBkykz4oGMhu1/JXHaVRZIkYYku4LeWS/mm6Wv8zXqWz4sIz3Z+Cg/UkRS+vDZ97mLVjN9fAyYOtPlGC/5hGvvHaRFxVCoZDIsg9DGZcw/yM4IS85kUtsq7IqmZKh9116zrGSNnxsFMk5y67NYLC6U8PZIKJReAMGmC/uZKr8xjb+sga2RbxdeICCI0aflotR4mOy6EOuFwdA0YqvPZtRxA18gUySZHcq5apFKsHsjMSXpaOt82X8ej1gs4IDJ9qgq5vneMU+T9XK7Zxnd0T5EeJi/7wg1Poia+VBZMcWo039M+wSe073Ch5gOvtgQdiyP6o5eRXsfxSAgPYDTjHMaEbUN2oeYjnt9ZP8co91LdNUqu7GitM0UXLDtB6KKkMNKkHq7Uvkm5XEehqD/CmcpX6OvpIFqybXpqlWQyV8h3Yy6Kk8I5ILLtcYnU6JVTwP1tw3YBdYAqKZuCxOVX8RAXn8B9lk/yH+UkGkQSDT5e8XVoVqKgMDFUtRefJ6uSw7lcfocX9bdQafgiom2XTwncN/aOc4/lU1xouosy48Okxi6v9i2A/KQInrCezoOWi/ml5QqfrUpu7BsnR3IkvkwRuctuvbBQ1qRFsms68QWQPLafnlHP6+S1NtXandL3KNmUpUUdf4AfkhMbQp3iaMPPpJ3mWQ7LvsTBjhEyZlSrtmgzSIkM9OKM/IOyWU7ee3yoCrmhd5wsqQOAKaEjOC7DuxNaZqiJL5UFsyotir2KbYMYLw3R1lw3xwjPM9TTyrP62/iV7iEukD9cUf3RF63P5WXrBsB2OqhtetMri6TD1PaM8i3z9ZxhvJevmb5BSGLe3IP8jPBAHUNhjoVpodziszpfSr8jEdooEldMNeRcBOg0TMWV2uNSqdErLVl7Wocolx33VGN8GQbt8jvty54l1uqLLfMzqeoY5AX9D/i97rdcpXlDbSdZAKtSIwiUjBTLzegkK7nmKloGfGcz2dQ/86BMIjNm+VUYFSeFc6flc9xj+RQvKidwoGPEp5KPh2nsHydL6gRsQt3BsWlzjFj+5MWHckhbyKTQ86FSyJAIpqJ5yKNzmDJbCezZbY/3iGzK05afllR4kI6+QEfFZ47U7tPPpkOdI/zc8mnWTz3AZ03fxxxfph7IzIPZVfQNveMMT5q9M5lZNPUOkyb1ANAgksiMXX4Hn95ETXypLJjVqRHsFjn2OLRvj085YgghkPtrWSPXcbnmXdbItWStoM392UUJbNVstsfnyDt442CP1+ZT3TWKFQ31IpmXlBPISYjw2lzcSVBSISZhS1AUSs0+eaI+MmUmctJheNAkEtSKrxmkpmXRLSIAKJUb2eeFNu4DzT2UTjs0NSgJZKalzzHCP8medRjh662Ow511lMpNXKj5kJPl/WriawEkhQdQbyiyx+VyLXt9qLWksc85CbccDwNKkpwrHAbGTT7nrgnQ0jtC6vSmr0nEk65u+tDIEiJlHaXGR/iU6VZeVTaw28OdFgc6RliFQ9h+j8g9ompmuSDFOA4xc+QO6np8N/FV1TUKSPQSybvKKjKTVemK+VCQGIpeIxOAkXVSFSfKB6hs941n0mR3HTrJps3cIBKPWCupLA018aWyYMpSItgvHA+GVVKdT+l89Y4aSbQ6SuUbRQKZK+jGEajXYMg7jRFhK3c+U67gjcrWOUa5ByHEES1/ecvM0fEwBckx1IoUYFqsu817ycZj0dQ3zptKOZ8x3cKt5qt5n1XL3u10IZSlhLNfsZ32hkkT9LV6XuDe1FaBQbIdJFSIPCd9pOVEVmwIGqxkSp2cKe8ibKye0SnfOHGdzZjRQshwjT2uFilHGFqoHBtJkghKKbW34K+Ta6ho8g2dr9EpM31jRqefLceKr9SoQEIDtE4/O9Dhe4czE73N6Kc3fU0igUxV1BmA8vQYLDg+vwoPJ752tww6VSKPRpURGqDz6Bw8RUpCHB3C1saZI7VT3+ObengA9bMOjFa6EcR8MWg1rInXsN/wJZ4x3Mm3tU/5xD5WCIF+0PE9qxdJZMUuv4MYb6ImvlQWTKBew1R8uT0ul2vZ4SOLWLA9CGY6NLXJSSSGrSwR4jNKUtmqrAFsDnWi8V2vbCo7h6cYnVUNuFwfzMVJYfakiUYSiK5KFMW3WkkaescZIpRtSil/s57NZEQeeq36GDjMqpQIJ4H72NFD9M/aFLuTzuFJMicP2OOdSh5ly8zR8TDp0UGcodnNW4abeUT/Ky7SfOizVV/VXaPkSQ6dwlqRRk6cuhhdCOUZMeyZlkhIkAZpaayZY4RnaOqb4GbtU7ypv4lHdfeSLXcuSzF1SZIoTgpDQiFD6mSzvN9nKhwOoygC7ZBD37BJJJChViQDNp2vmexvH8biQdH13S1DfMV0I1803czd5k+Tk7k8K5HB1oZfp9gE7iOkcfq62+YY4R0URRyhjak+l+ZPXnoSrSIWgBKpiYOt3j+s7hqZInlG4Ua9kriipHo8gbrjUVkUeVmZNCnxgE0LZ0+T928Yh2nscwgDAlgis5FXmDjqafmxvCE22OMz2c7b1b0en0dN9yiXyNu4Ufs058sfEm8wLVsntKKkMKekSZallrbBSS/O6EgajnA7VR+oM8mNC6FKcgjcF8tN7PPg5nB74wAx0jAWYXs0V+kKl60xh0GrYTIsyx5nSx009PlmS0l9zxj5sqNqdiIiT3VZWiDrMqLYJRz6jiG9u7zimjqbxv5x8qQ2suQuztDsJiosZFlq6oGt3fEl/Q9423Azj+h+xcF23zmwBNumL0nptMdqK76DVSkz2woFknmCOg9qT+1uGaSfcLYqa/mj9SLKU5efvtdhsuNC+I3lY3zK9CPWTj1ERb/OJ/Xw2ocmOUXZzq3av3GV5g1iGTxCO1Pl2KxKccj2GCQzky37vDwj2+F0puS4B3ZoU0hYYYUb7kZNfKksinXpkVRMtzsGSGaMLRUePX06Ho19Y/aKr0mhJzxu5YmjhgboMGWcRoeI4inLqbyobOTVA11zD3Qxtd1jXKT5gG9qn+NB/W8pixHLVngzISyAFoOjBbhEavI5gfvGIxJf6iJpJlqNzGTCem40fZUzjfdwr+UK9rV6NvF1t+WqaS2XHxGTXrqsk/aG2GzM07p4WVKnz1Z81feO2Su+jEKLIT5njhEqsylLiWDvjMRXuVTLnpYh701omqY+x0bDKLQExizf9UJJcjiNwqYBFCiZGG2v9vKMnLF9Fo51SqcmibhQgxdn5DtEhxgoCLfyZ90v2Gn4Kr/WPcQ+D+nkdQ1P0TFLD25NeoRH3tsb5MSFsEvk86FSRD/hjBmt9Ix6rvJ7vtT3jnGKvI8val/mZ7rHyA8YJCZE7+1p+Q2rU8PZozie5WmTB+jysu5hQ+8YmfKMvVp09rLdM3kLNfGlsijWZkSyU8m3x6XWg9Mii96nrX/U7ojRKBJJi1merXVzcVppJpuMv+O7lq/wvlLCu7V9WD3celfdPUr+9IZxVAQSlZg9xwj/RZIktIml9mqdUrnR5zRUenq6+KTmLTZIh4hkZEVp382XrLQUnlNOpk6koCB71NnxcMv4JAF8qBSxPivGY+/tDdLjImgRcQBkSR00+qiWSlPPkN1prkEkkRkX4d0J+SGBeg3GhDX2eI2PSCQ09Y6QPr1eaBbxZMQuX+22kuQwDigZ9jh+vIpeH9rQN/aP8wvLpzjLeA/Xmm5kIqpI3fTNIDs1kXVyDTHSCKVyg8eeTbP1xMICtMvaMCoxLIDAWRW9vihwX9/rcEAFmyi/+n2ZP1kxIdRoC+zxarmOXc2e1c6bzczPtEdEkBgX59X5LEfUxJfKoogLDaAtbLU9Xi9Xe/2GcZjJ3ma7I0aTiCd9Gep1zIct+bGA4yE4PGlmv4c1Pdo6u0mVbS2WNSKF3ITlu6kAyE2JpVbYtCFypTaq2z3fXnoshBAY+g9xj+5hnjL8hG9on1u2bXRLYbbN9d62YY+0OQyMm6iZZQSxITPK7e/rTbJjQ6gXSYCtcni0u9HLMzo65u4a+zOlRqSo7SSLpCgrjZpp7ZxiqYn9jR1zjHA/Yz3NGCSb/mWTSCBjGYupZ8aEUC07Dp9WyY0+VZXc1DeOET21IoXXlPXEx6qbvpmUpERROa0jmiz109LS5JH33d7Qz+3av3C5/A4pUi+r0yKXdSWyLEtkxznfB+o92FY6X+p7x8iUbUmSARFCfHyil2fkX8iyRHBaGVPCZtKwRqple2O/V+fU2DvKo5bzeNKyhZesG9Q1uhvQzv0SFZWjE5NRyguVJ1CpZPK+Ukx60wCf35Th1TkJIdAMN9lTui0inlXRKzPxlRQRSE5ciNNJ1bs1vaz2kFi2oghEbzVMH5xVKynkL1Nh+8MUJYbxT+vphFnHqRSZVHWMIoRvtHf2jhpJsHbYvxtNIoFz1IfqEThrqUDfmJHO4SmSIgLd+r6zq18CdRpKkpenXfxhsmKD2SOSgF0A6IbqUBThU5sqk0XBMNII0wZmdUoSZ6gCwotiXUYUuz7II09uR0Iw1laJxXoKWo33zmDlwXr73xtEIvnLuApWI0tYEspg+jymVG5gR8cIW/J9I8E0uxU/Yxm6ay6FVSnh7BOZnMhBAAJ69mGyXOB2g5rWuv38WPsqAG9byziQ+Zhb388XyI4NQd+xkyK5mUSpn7qe73l7SkfQ1tVHkmRbNzSKRPVAZhGszYpjb3M2G6Uq0uRe6utrgBKvzae+b4L/WS+2x79Zxs8jb6EmvlQWzfrMaL6++xv2uM8HKr76x00kWDtnJL7iuHCFVnwBnJQTQ13PGGGMs1muZHt1IJyRO/dAF9A+NEmG0mxPfNWIVM6MX94P5lUpEXzTeo7jB2MK3SNGEnxA0L9xln5Ku5ykimYehYzoYGIDrKw27aZEbqRNxLKvba3bE1/bG/p5Wf89akUKb1jXMJB+CTovJgQ8QVZsMP8SjlPqVKWd9qFJn3LVaxkYJwNnwW3VZWlxrEuP5Brr6byurGWHUsAoQRzsHGHVrCpLTzE4biLG1G5PajaJBM5dxhVfAOkpqbR2x5Iq91IiNfEXHxK4PyLxtcw/i4VSkhzOE4rDEKRQ1FPTPerWA5KhCROxA7vs35HtSgGnL/NKZICc2BA+o/sH62Wb++wXOq/GmwmRo2Hpq7P/vUFJJFt9Li2YDZlRfLC1gI1yFQAx/TsYnriI8CCdx+cyZbbSPuRsiKUmM13P8l5Vq7iVdenOri6dw1NHfGk9TXP/BBVKLveYr+AJy2kcJIvEcPduWH2ZU/JiuFbzArsN1/KQ/jcEtr/nMSet6q5R8iWHE1q7LoPYZS5Umx4VRGiA83mCJzWijkfb4CQZMxJfxvBMn6qs8RVkWWJ9opaH9ffxTe1zXCZv88hn2Fq9k0K5lYs1H3Cx5v1l3+YIEBtioFPrEBPPljp8rqWkrmect5TV3GH+LH+xnEVHUD5hAZ5fFC8HokMMjEWv4k1lDaPYkpsfNnivtaSx31kjp4VEUiKX93qhOMlWNQQQJBkZbTvk5RnZsCqCoIEqvq55lovk90mkX3V0nEV4oI6BCEfypVRuYK+bn03bGwdYLzt+R3bLRV5LVHuS3PgQaqfbsgGU3iovzuZIhifMRE622ONGkUi2Wom8YFalhLNLKrbHG6RD7Gz2zmFAU/84s1U11Hug61ETXyqLJjs2hIhZWfGdXharbR2Y4JBI50HrJdxi+TLDkSVoVvDmfmNmNM1SEhrJdjfdLO3lw3rPbDRqekbJm5H4ErHLX6hWliVKZ52+esp5aS5aByfsiS+T0GCITvfyjHyX9PQsOoUt8VQiN7K/1b3VrJ3Dk6QM7rDH7yklnJS7vIXtwWYIIWIcFajZPujsWN87RpVI48/W87jdcg26OM9UzC5XTsiOdoq31Xkv8dXUN+50GGAOz/Rq26UnKE4OY/+MqqHYkYMMT5i9OCMbHUOTrOEgN+ue4Xf633OSZj8Z6qbvCGJS8hgStn+XVXIj+1uH3Pp+HzUO2KthJoUebepat7dW+gK58aHUC0fiK3aqiYFxkxdn5ExT/zhZkkMjsYlE0nyoUtpfMGg1KMnrMQkN9Uoi3SKK7Y3e2cc29I6TRB9B2JwlE8ICCDaojXmuZvnfvVTchixLrE2LRIuFMqmOz2heZ7sXT2/BVvE1k5X+IAg2aDGlbMIqbAmnjXIV73sq8dU1Sr5sc3TsE2HEJ6V45H29zaqUCLRYKJSa+YTmbQ62+YbAfdvAhN29rFXEkRSlng4ei7KUcPZNbw7DpEmG26vcKnD/bk0fm+VKe7xXV36EyP5yJT4ugV4RxqgIZBK9z1V8zU7EZamtB0vipBznhO72xn6MFqtX5jIz8TUuDITGpnplHp4kNy6UQ5JD4L5UbqDSBwTuZx7MAHRpkogO1ntxRr7JqtQI+7MpThqivbXBre/XUHeIFKkPgAoll3VZCW59P18hPSqIJsmxZs2WOqjp9h3X4eaBCTJlx/dlPDRz2UsjuIvyrCQ2GB/kDNOv+I31cj70WuJrjD/of83BgC/wvuEGcmJUKRJ3oH5LVJbE+swo/qS7j/8YbuOnuj/T0ujdcuDmAedNSvoKFbafyeqcdCqnWxsK5FaqGzzjnNbV2U6sZFtQVyup5Ccsb2H7w6xKCefnukd42XAL9+r+xFTbfo+4As7FcF8nQZLNur5FxJEaqX43jsWqFMfmAiDTVEPTrKS6K3mvup0TZJtgcY+IIDFn9YqpVM2OC+FM4y8pNT7CF8zf9bnEV2Of83xUl6WlsSk7mhBpksvld/iV7iE+qzxPRfOQV+bS0DfOd83X8j3zl7nP8gkyYpZ/UlOvlTHHrwJgRAQhkNjj5qqh+dA2MEm61G2PrREZy75CfDGsSolg//R6DiCobz9TZvckjkemzET1brfH25UCNmYt/xZ8AK1GxhzlqO7Nkdqp9aHEV8uMNm1FSGiis+YYoXIsNmRGM4Rjf7K/bcgrVbANPWP25L9FaMiIC/P4HFYCauJLZUmsz4hir+I4PYzpr2DQi+XA3f2DFErNBGPTGlvpFV9gE2/8SCm0x6E9Oxidcu9N3aoIWvtH+IvlLD5SCtglcsmNWxmJr9LkcA4qjjbCdFMtbYPe1b4DEEPN9r+3idhlr2WzFBLDA2gy5NvjMrnBbTpfVkVgqn+H4Omk5LtKKafkx7rlvXyR7NgQhgkBbJvcuh7fanUc7u9mjVRDJCOAUAW3l0hEkJ7yxAB+pf8Dl2ve5QLNh2yr805VbFP/ODtFAU9aT+NR6/lkrhBx6Ny0FE4y3k+Z8U/cYfk8e30g8dU6OEGqZPs9mBI6gqJWRoX4QilOCmO/cCQ5iqQGDnaOuOW9djYNsF5yHGbvkoo85gruC0QmZDIhbLq0OVIHNd2+cyjTMjDBVms5r1nX8r5SRGJM5NyDVI7KuoxIDDPadxUB2+r6PD6Pvt52wiTbXqFRJJK1Ag5ivIGa+FJZEqXJ4eyVC+zxermKnV50d9T3HeJlwy0cCPgiP9T+n5r4AsrTItiFI/G1QTpERcuQW9+zuX+cdks4t1uu4QrTbdxn+SR5y9zR8TApkYE06R0nhSVSk9d1vsxWhcDxNnvcJmJ9yjnP15AkCU3yantcKjewt9U9n+HOpgFOMDtO1V+3ruWUvJWT+MqddV/oGzN69fBkJuNGC0WTu3jW8GN2B1zHlzQvqVXELqAkL4cqxdZWWCo1srumeY4RrkcIQVOfcxVn5gpJaq5Oi6BNxCGmtwDuFkifD63946RMJ77aRCwp6vPpqAQbtPRFruUm03WcabyH31guZ7+b1hcf1PdzwrSwvUloEMnrCNBp3PJevkhuQhj1067DqVIPjV2eT4Yci+b+CX5n/RjXmm/mM+YfqnudJRCg07Axy6E9Gc8A/6vuPs4I1yOEQO6f4dIpElfMQYynWVTi64EHHiAjI4OAgAA2btzI9u3bj/v6+++/n/z8fAIDA0lNTeXGG29kampqURNW8S30WhmRvB6zsD0MN8jV7PCSwP2kyUropGNz3yvCSV8hC9njEaDTMJ6wAcWu83WIHW7uYZ+thRAToic6ZHk7Oh5GkiS0yWX2f+8SuZF97UNenVPn0BSSEDQrcZiFRq34mgfZ6ek0K3GALXlZ2eoebbxXK7s4U1MBgFFo6YnbtKKcaNOjgtBpnFua6nyk3XG27pDte6NuMJbKSTkxvK/YnLQ0kiCya5vHW0t6x4xHOBxnxKyMz3a2fmD3iJHOYe9WJY/1dxAo2RLererBzHFJS0vjWeUU6kQKCrLbDtZqqirJkG0JgAqRx9qcJLe8j6+SGx9KjbBVHmokgaWnxsszctAy4Jy0Vw9klsapebFcLr/Dy/rv81HADbRX7/SoREn/uIk4s2P/2igSyFYrvtzCghNfTz75JDfddBO33347FRUVlJWVcc4559DT03PU1//jH//g+9//PrfffjuHDh3i0Ucf5cknn+QHP/jBkiev4husykrigMgAIEfu8JiG1GxaBydIkxy/h80intSolbOBPB7F2WkcEmkAFEotHGhw7wn77JLwvPiV0eZ4mPy0RBqmTwoLpWYOtXpX4L5tcILnlU2carqffONfeF93AuGBurkHrmBWpYbbW0oCJRNTnQexWBWXvocQgvrKD0mWbEm1D5UiTinJnGPU8kKrkSmM1nCr9m88rvsFP9E+Rq2PtJS09E+QMUNAeDgojUD9yql4cBdr0yPZJpXb4y3SHt71cLtjU98E66UqNsv7SaYXgxaSVkjCOSM6mLAAZ7cwb7c7zmzFbxVxpKoHM8dkduLSHW34vaNGKnst/Nz8KbZZi9lqLefkFeA0PJO8+FBqFIfhRcJUI31jRi/OyMaU2UrXiHPxSFqUesi/FE7NiyVEmqRQbgFg1eQOj7a2NvSOkzXjkK1VSiJZvQe6hQUnvu677z6+/OUvc80111BUVMQf/vAHgoKCeOyxx476+vfff5/Nmzdz5ZVXkpGRwdlnn82nP/3pOavEVPyH9RlRfKQ42h2DOncwafK8S1Nz/4STOOpYUApBetUKFmBDhkPnS5YEuo7tbnXSqu4aIQqH7sRKS3yVJoezdzppopesmDv2oyjeE7hvHXScDirIJESFqcLBc1CWEsHeGQL3+UodtT2uXQgd6BghZ3yXPX5dWcu5JSvDNWsmaXFRfEbzBls0ezlRPkhtj2+ICLcMTDgtRuXolZWUdBcBOg1Sxkl2/Zwtmj28ebBrjlGupalvnK9rn+Pv+rt5L+CblEVakFeIoYQsS5SlhPNt7ZP8TXcXf9XdzR43tXLPhymzleCJDnusVnwdn9KUcKe4rneM8VnVi0vlvbo++gnnD9aL+Yz5hzyhvXRF6XuBTSO4Ts6gXknkZet6+gj3CWfHtsFJtMICONaUaWrF15LIjg3mUPBGe7xFs4e3q49e0OMOGvvGnKrLLRGZK8bgyNMsKPFlMpnYtWsXZ555puMCssyZZ57JBx98cNQxmzZtYteuXfZEV0NDAy+99BLnn3/+Md/HaDQyMjLi9EfFd1mTHskO4Uh8rZMOsbvV8zpfzf3jpMmOG5UcmeHxOfgq69Kj2CXysAiZ/UoGilVxmy4EwFBXIxUB17HDcB3f1j55hI7PcmdVSoST6UOOuYbmAfe5As7FbHF9tc1xbqKC9bQHF1Oh5PC45WzqlSSXn6y/eqCLR63nc47x59xj/iRVYZvJX2FJYoDs+HB7hWS61E1jt/d0ImfSMjBB6nQVcaeIIj56ZTiaeYItRSm8p5QAECuN0FX1ocsrKo9HY/+4faMxIgKJiFlZbVxlqZGcK+/gZE0lJ8gHOdjiuU3ebDqGJkmZUa3fKuLUZ9RxKEoMI1g2c5q8mxu1z/AJ+S0OdLh2n/RurbOe1QlZUeg0K0sWWiNLdMZs5gzTr/iq+Ua2KaU+UY3cMjDOLdp/cNDwBd7Qf5sNQV2EGNRD/qUgSRI5hauoV2zrkLVSDe/ur5tjlOto6B0nc9ql0yi0BMdleOy9VxoLuov19fVhtVqJj493+nl8fDxdXUc/rbvyyiu58847Oemkk9DpdGRnZ7Nly5bjtjrefffdhIeH2/+kpqYe87Uq3ifEoGU8br09Xi9XsaPR8xuX1gFHq2O/CCU2ZuUIRM9FeJCOlphTKTE+ykWmu3hDWes2EwKTRSFgoBqwbWg0KCtuMx8fZqAlwJEMdqcr4HxonZV0S1V1iuaFlL6Jj5nu5MeWq6kQeex1cbL41QNdgES1SONB66WsKS1ZkZV4ufEhdi0VnWTF1F3r5RnZ6OwbJEaybSjbRIwqIOxCTi+M501ltT1eb97JLg8a47T0DJEs2Tb3zSKezNiVdThTlhrBXmE7nNFLViwde7F6qSq5dXCSXiL4SCmgQ0QxaEgiNEBtxT8WAToNZbEyf9bfyze1z3K55l2Xri+EEEc4rZ6cuzLX07NNmXyhGrm5f4JkqY8gyUiO3EF4pHog4wrOKornf0oZAFpJIarjHbqGPaNH3tAzQsZ0x1KziCczLnyOESqLxe3p+7fffpu77rqLBx98kIqKCp599llefPFFfvKTnxxzzC233MLw8LD9T2trq7unqbJECrPSOTTdC18sNVHZ4PnPrKN/iETJJtreIuLV0t9ZrMqIZwqHwPweNzk7NvWPk4Pj869SUsldYYkvSZIISCmzmz6USfVedXYc6evg3/pb+b3ut3xc8z/1NH2erJrVUuLKzUVV18gRGhLnFMcf49XLm9y4UGqVZHscMd7A6JRnxc6PhqnfoTvUIWJUAWEXkhwRSFvMSfb4NM1utlZ5rurI2NuARrIleppEApkxK0sjpyw1nN1Kjj0usFTT4CVTidaBCZ62buEK021sMv6eiahir8zDn0hLy6BN2DS3SqRG9rS4znylrmeM5NH9lEoNyNiqME9aYfpeh5m9dvWk7tOxaBmYsCftLUImJCbFyzNaHmzOjmGbdoM9Pl/zEa9Udnrkvcd6WzBItjVPo0hccc8jT7KgxFdMTAwajYbubmebz+7ubhISjq5Lcuutt/LZz36WL33pS5SWlnLZZZdx1113cffdd6MoRy9rNxgMhIWFOf1R8W02ZEayffq07nllE3VtnR5tWwAw9zlE9ZtFnLpJmUV5WqRTXNEy6BbXkpruUfJlR+JrICh7RQqpF6bGcUik0SvCaRIJVLZ6x+0UQBpqYrVcz4WaDymVGlT9lHkyW0ulqnOUKbNrtPH+vbvDKU4MD6A8NfIYr17eZMQEUYdj8Z4nt1HnYj21hWJVBNJIuz1uVyu+XM7q4mIOKTbTldVyA7sqqzzyvooi0A412ONGkUDGCttoxIUG0BZcYo/L5Vp2e0ngfqYGJait+PNhdWoEe6blFIIlI0PNlS679ju1fXxb+xQvGH7ELsN1FIdNkbXCvh+HmalPq8VCc1e/R93+jkZL/wRJ04mvLqJIjVb3yK5Ar5WJLNhCr7D9e54m7+GtfQ1zjFo6FqvCzqFgSqYe4ULjT7nfcjnZsSvz++YJFpT40uv1rF27lq1bt9p/pigKW7du5cQTTzzqmImJCWTZ+W00GlsVhLdvHiquY11GFD+zfIZNxt9xo/l6Gk0RLtccOB5WRaAfcZzOt4g4dZMyi/K0CKd4YHScTjeU8dZ0jVIg2RJfFiGjTch3+Xv4A6tSwrnS9EPWGx/ky+ab2d855pVWEptwsGMD3yZi1Y3FPClNDudw52Esg8QrPRzqXPp9TVEElRXv8Yr+e9ygeY4UqYeLVyetGHHt2Ri0GibDHdUnOVK7y40EFkrXyBRxwtHu0yGi1YSxizmjMJ6/Wc/i1+bLOct4D7sGdB5JeHaNTJGkOOQ5mpWVV/EFEJK2ikmhB6BcrvOas+NsDUr1ezY3q9OcdUQTxw/SO+oax8Ht1a2slWsAGBOBFOdmr8gWfLC1Om6R9/Cy/nscNFzDKab/0Tdm8uqcuvsHiJJs98l2EUNa9Mq7d7mLc0qTedlqE7k3SGYi2ra67Ht1LFoHJzFbBWMEUSmyOCTSyYpZWa33nmTBrY433XQTDz/8MH/5y184dOgQX/3qVxkfH+eaa64B4HOf+xy33HKL/fUXXXQRDz30EP/85z9pbGzk9ddf59Zbb+Wiiy6yJ8BU/J+YEAMpsRGA4+G4o8lzFS62TYpDjLNFxKv2vrPIjA4mI2CM3+p+xzbDN7hb+wh73LDQresaIluyJVoaRCLZCdEufw9/oCQ5nDGCOPydmDBZqfdCK4lNONixgVcTX/MnNEDHKVGDfGC4gR0B1/NN7bMuaVn9qHGAEyffpkBu5du6pzlN3sNl5clzD1zGBMbnYhQ2gd5cqZ16Lye+WvoniMah59InxxEbYjjOCJWFsio5nDeCzuc31supFSmAxEv73d9a0tQ37uSg1alNIi505X22panR7Jt2H06R+mhuaZxjhHtoO0KDUn0+zUVuXCg1mlx7vFqqd8l6zmRRUJrfxyDZXCLfVUo4KS9uydf1V1Ijg5A0OgrlVvSSlXyplVovOjsqikAZbLHHaiWyazklL5at8iZ7fIH8If/Z036cEUunsc95rRMRpCMyWO/W91zJLDjxdcUVV/DLX/6S2267jdWrV7Nnzx5eeeUVu+B9S0sLnZ2OhcuPfvQjbr75Zn70ox9RVFTEF7/4Rc455xz++Mc/uu7/QsUn2JDhLLC4vdFzia+W/gn+z3oWpVOPcIHxLj7QrCMmRL1xzESWJbJTkzlX3k6K1McauZbdLa4XE57sqrYvmqpFqlOp+EoiNtRAUniA08+8caLeOuic+BoyJKrCwQsgPiWXKGxVXmvlGva6QOfr+d2tXKJ5HwCrkKiNPp2ChJXdrpCd4HB2zJQ6aege8up8WgcmeMh6MflTj3Oq8T46I9eu2KoHdyHLEueXJjr97MV97k98zXR0BBCRWSvysy1LjWC34kiehPTscVkr90KIHdjFB4YbeEp/BxfL75GibuTnRCNLkLQaq7D93pbJ9exxgZv6ruZBNih77fE2pZTN2Svz8BJs9yhzjMOoKE9qo8aLia++cSNxikMLUU18uZYAnYboolPpEREYhY5BEcozO1vd2qHW0DvuFK/UtmJPsShx+xtuuIHm5maMRiMfffQRGzdutP+3t99+m8cff9wea7Vabr/9durq6picnKSlpYUHHniAiIiIpc5dxcdYPyPxFcQU1U3uvVnMpGXAduMYJYgDIoPQqIQVuZCdi+K0OA6ITACy5U7qml1rQjBlthIyXGOPq5Q08hJWZuILYFVKhP3vMgr72z0vcN82OEGK5KiGlCLSPT4Hf6YoLY7901UR2XInLS3Nc4w4PlNmK92VW+2fyTallC1rS+YYtfzJjQudrvqxucxNdtfMMcK9NE8/U4zoaRYJxMWs3M2fO5md+KruHnV7RUVjryPxNSICiYpLcuv7+SqlyeHsEY4W41VSLZUefkaNGy1EGttIlAbYIFcTKY2pFV/zpDA9yX7PLJBaONDSPceIuXmruofT5D2A7VBmIP5Eold4pWtcfCqDwtZ6lie3UePFauT2wUmSJIeRQTcxK7Ja1Z18fF06XzN9g/XGB/ie5VqquseobHefdE997zjf0z7BtZoX2CLvIWuFOQx7Gre7OqqsHDZkRlEqNfBv/Y/YZ/gSFxpf8lhrV3O/c6m8egJydMrTIpycnLSduzC70ISgvneMPMmRTKsWqeTGrdybeFlqBJ/RvM7T+h9TafgiTc1NHp9D68AkqZLthHBMBBARvXLbFhbDqtQIdioOnbrowd2MGS2Lvt7b1T1cYH3LHj+tnMrFZStz4z2TnLgQXrOu4w+Wi7jZdB0Hhg1MmjxffXKY1oFZukOR6jPFHaxLjyQu1EC21M7XNc9yh/bPvOjmdsem3lHGCcAotDbr+BWqpxJs0DISXWaPy6U6KtxQBX482mZVJLeKWFLU79q8WJ3q0PnSSgqWtn0oS9QRPXRwHzmyzXilQuSyoTB7jhHLn9yEMGqmE4wJ0iAdnR1zjHAfHUNTJM/4vkwGJ69YbVB3cUJWNF0R5YzgeC48vcu1RQIzae0d4FrNf/mB7glu0j5Nlips71bUxJeKy0iJDEQfEsVquQGtpLBRPsT2Rs8soloG1MTXfFidEkHFjNaGUlFNVafrTterOkfJk9rs8UhYLsEGrcuu72+UpYaTJvWwXq4hSDJi6NmD0eLZzXzbwJjd+rpNxJKiat8tiKLEMCqEI/G1Tqpm/xJ0vp7fXsN58nYARkQQw2lnkRShVjhkx4bwojiRn1s+zb+UUxgUoV7RxDtMx5Bz4kvVxXMPsixxfkkCj+vu4WbdM1yl2cq7e6rd+p4NA5OcZ/oFhcbH+azplhUpbH+YjMwcfme5lG+Yruc7lmvZ3TLk0fdvHZggdcZGfjwomQCdqv87H8rTItgrHImpXEv1ku6ZrQMTZA6+Z4/fspazpUA9KMuNC6FaSXX8oKfKa+Zs7UMT9vUcgAhLOc6rVRaDLEtcvsb53/Xfu9uZMC3+wPN4WHrr0Ui236dGkai2OroZNfGl4jIkSSIps5AuEQnAGrmWXY09c4xyDcN9HdylfYSvaF5gjVRDerSa+DoakcF6eiMcJ7w2QVTXJSeruka4wfwNzjH+nG+YbiAicWWfFpYmh9vFgwFKqOeQCxON82G8vx29ZEu2tYpYtY1kgQToNIzErrHH6+Vqdi7SuKNzeJKQ+v8SJNlcgp63nshFa7PmGLUyCNRrjkguecLh71iMD3Zzj/aPfEv7DCfJ+9XkpBu5sCyJFxWbZIZWUigc3Oo2HR2LVaFlukJcQWaIUDJX8Al7eWoEv7J8kueVzbSJOCpaBj26qW8dnLBXJAPIkWor/nyJDwugNaiIPUoWf7GcRaWSye4l6Ii+WdXD6dNtjgC7DOspmyHXsFLJiw+1V3wBJJub3O70dyw6hqb4peUKPmv6Pt83fwlddIZX5rHc+fjaFLujdzCTlJj28GyF60XuR6fMRE04TEVqlWS11dHNqIkvFZeyITOKHdNtQSHSFEMNFR55X81APVdq3+QW3RNcpPlAtfc9DslpOXSLCABWy3XsaXadCcGhzlHMaKkWaTyvbKIgMdxl1/ZHQgN0DEeW2uNVUr3HBe6lIYcDUJvaRrIoCrIyqFFsrovFUhMVdYtbAD2zs43LNe/Y4xc1p3PBLI2jlUxunLMeYG2Pd0SELVYFw1gLn9T+j29pn+UceQfJauLLbaxJi2RbwGn2+FLNezy/xz3tRG2Dk1hmtYOt5BP2NemRTnH3iJGO4SmPvb+t1dFWwdInwoiNippjhMpMQtLLudT0U263XMMOUbAkZ8dtB5s5UT4IQIeIIjlvnU1Ef4WTEhlIs5xmj/OkVmq6vXMo0zY4SZuI5V1lFf+0nk581MpeY7uL1KggTsuP45uaf/GB4QYe093Ls9v2ufxQoKF3nBzJ8ayrJ1ntWHIzauJLxaWsz4ziI6XQHmeM7zmiZcTVDE+YiTE7NqItIk69cRyH8vRIu5NTmDTJQEuly65d1eUsAFmQuLKd6gDi0/IZmBZGXSU3sNeDGioTJgtVE2H81HwVj1vO5gOliNQodQO/UE7MjrbrfOkkK0rb9gW3rCqK4N3t29koVwFQpySRseqUFd0KPJvcuBAkFFKkXk6Td9PQNeSVefSMGknEISDcLmJIigg4zgiVpSDLEvllJ1I13U60Tq7ho127lqxXdDQa+5wdtCKDdEQErVwH6KyYYMIDnV1+3eH2fCw6+4eIx/Z+bSJWfT4tkNWpEU7xnkW2qk6arBxo6uB564n0ijDetq7mtML4pU9wGSDLEtYZzo75svecHWfvp5LVCn63cc3mDMKkCcKkSQIkM5sG/8O2ur65By6A2p4xcmWHPMx4WLba6u1m1MSXikvJiwvlkK7YHm+Qq9mxyLag+dIy4Fwq30q8ejp/HFanRrJHcbQgxgzvZ3DctOTr9o4a6Rtzvk6hmviiLC2SfdP/3tHSKJ2tnnOraxucpIMYHrFewI8tV/Oasp7kCDUpvFA2ZkaxXTgWvhvF/gVvMN6v7yd0tJ5RYbs3PW09lU9tSJtj1MoiOy6E+3QPsc3wTf6sv5fJ7lqvzKNjaNJJR6VHjiUqeOUmRzzBZWtS+Ld1sz3eOP6mW9YODX3j/ET7GA/pfs33tU+QG72yP1dJkihPiyCWQc6Rd/AVzQtUNA957P1N/S3I0/o2tlZ89fm0EGYnvqq6RhZlvvJ+fR8dljC+Y7mODcYH+YVyFafkxbpolv5PYmKyvVMiT2qlutN9Ln/Ho31W4kttwXcfJ+XE8FbEZViFrerx89rX+Mu7rtWfrO0etVd8mYWGwPg8l15f5UjUxJeKS5Flicj0VQwJW+vAermKHQ2uzZDPpmVggrQZia/J4DT0WvVX+1gUJIZSKTlurquleva0DS35ulVdI3xC8zbf0DzL2fIOInUWtfIOm6HA3hk6X1GDlQxPmj3y3m2DzqYPMSEGAvXqadJCiQjS0x2zCYAJYUCPmQ8a+ucY5cw/d7SwVVnLCcbf8wPzF9kffS6rUtQ2hZnkxoXQpCTY46DhOo+bQYBtczEz8WUOSUaS1JYfd1KcFMa+yLPs8WWabTxX0XacEYujsW+MU+R9nKfZwZWaN0iJUb+Da9IieVh/H3/U/5pbdE9Q3dQy9yAXIIRAM9xsj1tFnNqKv0BWpUSgnW5HjGOQQhrZ1bzwir03qxxraIFMfnryEZWAK5nCxFBuN1/NVaZbOMf4iyO6GzzBmNFC6FQHl8vvcKJ8gChG1EN+NyJJEueedAKvKOsBiJWGiah/nsr2xZsbzaa2a4gsyeZi3CziyU6IcNm1VY6Omh1QcTnrsmLsOl9R0hjdDfvc+n7NA+OkS932WBuT4db383d0GhmSyrnD/FkuNd7JHZbPucTJqapzlI9r3uEm3TP8Sf9riuP0qj4EkJ8QygFy7PEquX5JroALoXVAdaZzFUW52VxmvIPVxj/xU8tneb9+/omv3lEjrx2w3aPGCeQf1jM4a2OZmkyZRU5ciJOIcA5tR7SmeYKOoSmSJMfnK4WrzlnuRpIkTl5XzofTUgnZcieN+99jyuzaxGdL7xAp0y6CzSJeFRLGlvjarTieUYZuz7gPj0xaiLF02eNWtdVxwQTqNaxJCWGr/ma2B1zPL3V/5MMFHsooiuCNQ91OPztddXN0oiAhjFeUDbynlNJLJNU9Y1jd0Ip9PDqHJlkvVfEr/R94Qv8zLtW8p1Z8uZmPrUnmad0l9virmud56C3XVX2NdzdgkGwH4bUimbz40DlGqCwVNfGl4nLWZ0SxXXG0BcUNVrikle5YtPQ7Wh27RCRJMZFzjFApykjkz9bz2CNyMKFziabHoc5h8qVWALpFBClJyUu+5nJAr5Uxxq+2x2VyA3tdUGE3H1oHJsiXWohgFBCkqhV4i2ZTdjS7RS4mbKfgu5oHGZ6YX+XeE9tbMFkVe6zXyly6Wv1+zCY0QMdQsKM6Mldu84qIcMfQJEnTFV8WIRMUneTxOaxELi1P4t/Wk+zxOdb/HbEhXyqm3ia7dXyTSCAzRk18laWGs1vk2uNSUUNlu/srWloHJ3jbWsbXTTdwj/kKKkS+upFfBOuy4pjEAEC+1EplXdOCxu9pGyJqtIZwHPfaMwvVxNdMChKdExJTZoXmfs8eyrTNqkQeMSSoelBuJkivZf3J5zodyGgO/YdaF2i8jRsthIzW2+M6kUxuvPo8cjdq4kvF5ZQmh7NHLrLHaVI3OxdRej1fuvv6iZVsi7QWEadu7udB+WxB1NahJQsJ93Y0ESHZFgJVShoFCerJxWEy0zNpF9EAlEoN7G1Z2InsYmkfGOMF/Q/ZE/AV/qX/MalqxdeiOTE72qmF2qoI3q7pOc4IG2arwosf7CNsxqbi4rIkIlXNqKMSmJCHWdgW8zlSO9VeaCmxJb5s39EuooiPUO9lniAxPJC+tHMxCpvhwxlyBc/tcl2745TZSuCYo7XOlvhauY6OhwkN0DEUVWaPy+U6jwjctw5M0E4sLyibeNB6CWNhubaKdJUFsTEr2n7YLEuCgM6dTJjmr/P1SmUX9+keZJfhOv6qu5uCWAM5ceo9byYxIQZiQpyf2dVdnhW4n609aQlTK5E9wWdPTOdh+RP2+Oua53joraXrj9b1jDEgwviX9ST2KllUiXSy1Qpkt6M+YVRcjl4ro09ZzZdMN7N66o/cbbnKrQL31v5G+99bRDzpUepCdi7K05yr4kanLDT0Lb6ywmxV0PdX2eMqkao6Os6gLDWce81X8BXTjZxh/CW7W0dcbot8NCb629BLtpaVfhGm6qcsgSC9lk3Z0Y6YKd462HGcETZeruzi01P/5CPDDfxC+yfiGeDqTRlunKl/k5sYSaOw6XxlSZ3UdnqmLXgmfYODREu2TU27iFF1VDzIuesK+I3lcr5hup5zTT/n7do++saMLrl2U/84mZKjta5JSSAjRr0nAiRn5NMrbM/scrmWPc3uNSUCm/mK0xzUg5lFsS49kh3C4aa+Tjo4b4MCIQSV+yoolFvRSgoh0iRnlqS6aab+TUFCGGukGj6t2coXNS9yyMOJr/ZB58SXJkI1x/EEYQE6ik68gB2KTRs5V27HuP85mpYow1DTPcpukcvN5q9xiemnHIg4Ta3g8wBq4kvFLazNjOMNZS1D2E6Ntje6ZxFlsigEjjuEWFuUOFVQfR4khAeQFKZnvVTFtZoXuE7zPBVL0Plq6B0nVzTZ42ollcIENfF1mLKUCP6tnMSrynq6iKZ3zETXyJTb31cabrX/vVXEqfopS+TMwnjWStU8pPs1FYavMFnzFuYZLYyzEULwzLt7uELzNoGSiYs171OUFkdJsiqofSzy4kPtOl8GycJYl+dcUA8jhh1VRh0iWm2/8iDnliTwmHwZzyubmSQAqyJ4Ye/cCeb50Ng7To7Ubo+HgjMI0mtdcm1/pzwtiorpjV24NEF/c6Xb37N1lvmK6ui4OIINWsYSNqBMu8+dIu+ft87Xoc5RSkfftcevWNdzbknCcUasXAoSQvmN7gHu1j3Kjdp/Ud0x5NH3n1nxNSEMRETHe/T9VzLXnJTFH3BUfX1e8yq/fXNpVV91Pc7FBrmqvpdHUBNfKm5hfWaUU1zZPryg0uv50j40Sa8SznPWzVQoOVSLFNKi1cXTfChPi+Bh/a/4ge4Jvqh9id1LaEet6hqhRG6yxz3B+YQHqY5Ah8mIDiYswHmDtbd1yK3vOTJlJtLUaY/bRIxa8bVEziiMI04a4jzNDgIkM1ss7/O/6t5jvv6D+n5Wd/6LQMmmcfhP62l8/KRVnpquX5KfEEqdcOifhY7UMWZ0/bPjWIwZLQwa4UnLFt61llCpZJIUEeCx91/phBi0nFvsvPH+l4vcHRv6xsmWHUk0Ea1axx9mTXoEFYpD5yt1opLO4cnjjFg6nf1DnCHvIl9qIZhJ9WBmCRTlZLJPZAJQKLdwsLpqjhE2Xqns5FzNDnu8N+RkipPUQ8ujUZAYRpWwVVmFSFMMddbPMcK1tA9O2Fvw20UMSep6zmNEBevJ2Xghb1pX8yvzx/mS6dv8e3f7EcmrhVAzSycsT9X38ghq4kvFLaxJi3Ry9LMogj0ucA6cTcvABBUijxvN1/Mx0518aNisWjDPk/L0aPZMOznFSiN0NM1voXQ0DnaMUCQ1ATAldBgSC48/YIUhyxJlR+iqubeFq21gklTJkZRpJ1bdwC+RxPBABpNPZULYhITP1ezgPxWNx3z9H97Yz+e1rwI2kfT/Bn2Ms4vVU9rjkRMXQp1wtNrkS21HLBDdSefQJK0inu9ZruWz5h/wqPV8teLLw1y2xlm75kD7EFUu0Hpr7BsnW7IlvrpFBAnxqoD3YbJiQqjSOZ7ba6Val7g9Hw9rfxOP6n/Fq4bv81PdY+rBzBI4KSeG/ykOnbaY7m1ztggLIfho927K5ToADimplJaWq27Dx6AgIZSDwtFeGDFSzbgHD2Umhnrsh2gdIlptwfcw156azQ3SLfzO+jFGCEYRcP8bi69Ib+nqIwRH1WuuqqvnEdTEl4pbCDZoKU4K4+Oa/3G39mF+r/sN292g89Uyy1UlXa32mjflaRHsEdn2OHxg76IrK+rbOsiSbdopVSKNwuSoOUasPMpSIkiRerhYfo9btX/jQMvcwuhLoXVwgpQZia+JwBQMWlU/YKlcuDaHN5Q1AERKY2ir/kv/UTYYHzb0k9/6lF0r6r/KCVx2+omqePMcBOg0jIXbKnEmhIEAyeRREeH2Iecql+hgvaq74WFOyokhIdTAyfI+fqP7PU/qf8LTO5de9dXT3UHMtBFOvZJEZrSqB3oYWZbQpqyxG0uslWuocKMpkRACzYhDpqJNxKrmK0tgQ2YUH8pr7PGp8h7ePk41MkBFyyDrR96wxy9YN3Fhmepgeyxy4kKomZH4KpSbqfbQoYzFqqAbc9wDVe1JzxMdYuCazRlOP/vvvk4OdS78UGZg3ETJ6LtUBnyJt/U3co68/QjnUBX3oK7AVdzG+owovqh5iU9r3+I8eTv7GtrnHrRAWgZmaUSo+l7zpjgpnH04WhtWS3XsW0T7nRACa8d+e1ypZKgaRkehLDWCG7X/4rf6B/ii9mXMHfuxLtFJ83i0DjgnvjRRqhCqK7hwVSJPiTPt8ZXyq/zlg2an11gVwX3/2c712v8AoAiJpwwf5xPrVBem+RCSlM+pxvsoNj7KPZZPeTTx1THkrL2nVnt5Ho0s8bG1KXxb+xSXaN5ng1xNZcX7x9XTmwshBDW9U/zIfA1/tpzDK8p6ctTWEidKM+KpELnsVPJ4Q1nDnhb3Cdz3jZmIVxyHP20iVl2/LQGDVkNY9kaGhC2Ze7Jcyf8OHV8b79ldbVym2WaPK8LPoixFXbsdiwCdhrEIR1VkgdRKVadnnk3do0YShEPYvk3EqGYQXuDak7MJnSFbEssgv33t4IKvc6BjmCLZtm7MkLtRNAZyVEdHj6AmvlTcxvqMKHZPa0ZoJIHStmtJC9ej0dw3jg5HlVK6unCaNwE6Dca4cntcLtexexGJr9aBSdqNAfzNcia7lRx2K7mUqounIyhLCWevkmWPcy01NPQuXh9gLtoGJ+2JryERTFR0rNveayUREaQnrvQMqhVbEmu9XEPley8yPGm2v+bvHzVzXv+fiZBsFanPKidz7hlnqBV38yQ3IYJmkYCYXqJ4NvE1iXbGM0VtD/YOH1+bwjPWU+zxmaatvFm1+CrZ7hEjXUY9/2c9izssn+ev1nPIU8WEnShPi+QK06183PRjfm65kn0do5gsrl2zHcZWkezYyHdJscSHqd+1pXBaYSLvKKswCi3vK8Xsq21kymw96muNFiuN+7aRLdt0QD+wFrF57Wq1zXEOwpJy7FIHhVKzS1qw50PH0CQyCs1KHCahoVcTS6Sqo+txwoN0fOmkLCIZ4fvaf/CO4UYia55if9vCpEsq20cokhwHppbYUrRqN4BHUP+VVdzG+oxIKoSjoqjIWs3BDtc+JCb6W6gyfJ5thm9wk/Yp1dFxgeRmpFGvJAJQJDWxv7l7wdfY3z5MjUjlVssXuMx0J28FnklSuLqAnU1cWAAdQY7TwtVyPXvcKHDfMTBqF0JV20hcy3VbcnjYeoE9/obyV+55+QBg07t79cVn+bzmNcCmefdcxOe5coNacTdf8hOcExLV3aMI4b7qyJl0DE3yhv477DRcx991P1MrvrxEVmwIrUnnYxS20/VLNdt4dkfToq9X2+OcPA3Wa9Tn1CxWp0YAjsSHyaJwoMM9WpQzD2YAzKGpTrqwKgvn9II47rF8ivXGh7jOfCPNxpBjJov/u7eTCy2v2ePnlM1cWp581NeqOMhPjKB6WoMyXe6hqWPha+bF0D44yUvKCZxqup9841/YG3a6mqT0El84KYPiwAGu0/6XQMnE17XP8dvX9s89cAaV7UP2iq9eEUZyaro7pqpyFNTEl4rbiA4x0BvhENtcI9eyy4WaEUIINENNaCRBitRHEEbV0XGBlKdFsHs6OWmQLEy27FnwBrNy1sK4OClMfSAfg8DU1ZimNVRWSQ3sbRty23tNDrShlWyn9a0ilhQ1Kewy8uJDGcu/nEOKbQG8Wm4goeLXfOuJCj776EdsYQeyZPse3Wv5JF+7ZIt6mrcACmYlvgbGTfTOIdTsKjoGx0mS+oiRRoiSRkkKVxNf3uK8DYW8rqwFbAYsovY1ekcX93tQ2+1cXZsTF6I+p2YRHqgjN8653cZdAvczW/EVIaFTW/GXTFxYAKmZBYzg0K779+4jJUaEEDz+fhPvKaXsUbIZFYH0pZ2vtprOg4KEMPtzH0B0H/DIocxM7UmBTHykWq3qLUIDdGw+9Vxet9o09RKlAVLr/7mg/W1/W61d//WQkk5xcoQ7pqpyFNSVuIpbic8oZkDYFlK2xJfrNCP6x03EWbvscYuIUyu+Fkh5aiS7p50dAbKNh2gdWJiFeWW7c+KrVNX3OibF6XEcEraTnWypg9rm42twLBYhBBVDIRROPcaZxnv4peWTpKgVXy7lhxeW8jPxBazCtnn+pOZt3txbS/+4iZ9ZruJe8yfZZi1G2XAdm3NivDtZPyMtKogU3Sjf1f6TR3X3cr3m3x5rd5wa7kQv2dqD2kW0WvHlRS5YlcQLnGaPPya/c9SN/Hyo7RljjVRDLEOAIEd10Doq5WkR038TpEg97G7uO97LF03b4ATJ04mvLiJJig5zy/usNC4tdxanf6u6h+4RZ93Cnc2D7G8f5kXlBC41/YSzjPdwxUlFnpym31KQGGpfwwGkmxvoHJ46zgjXMNt0RRW29y6f35TOY/or7fHXtP/hgVf3zGvsyJSZuOF99rhC5FKSpO6bPIWa+FJxK2tn6HxFSWP0Ni1cBPBYNPdPkCY5yrg7pHgS1dP5BZEaFUiDwdF+Vy7Xsrt1/qcWQgia2jqIwtHCqia+jk1ZSgR7FJuTpiwJ9D17j6nBsRSGJsyMm6xMEkCdSKFeJJOqWsW7lNSoIC6+5BPcZbmSSaHnS6ZvM8LhagmJB6yX8tvEX/D9C4q9Ok9/RJYlsmJD+Jr2ec7Q7GaTfMAjiS9FEWhHHcnoDhGjanx5kRCDltCSs+gWEQCcIVfw2o7KRVVYNHf387T+DnYEfI0ndD8jVxW2Pypr0iL5kuZFthuuZ5vhW4w075t70CLo7hskdtphs03EkqI+n1zCuSWJGLS2rV0gU5wntvGX9xrt/10Iwa9eq3Yao4lI4czCeI/O019JjgikSZtFqxLLa9a1dIooj+h8daiJL58iSK/ljC1n8F/rCQDESCMUND/BB/X9c47d3TLEGrnWHu8lj7wE9XnkKdTEl4pbWZseSYXi0PlKHa884ga+WFoHJkiXHP31prB0VSNigUiSRGjaKg4q6fzLejKvW9exo2n+VXltg5OcZnqLioDr+MBwA6fLFaqj43EoTQlnn8h2xNRycBFWyHPROujsdqqRJRJVPRuX88l1qSSe+23OMt/HfpHl9N+25Mfy2BdPVAXtF0l8Yiq9wnYvKZBbqHbD92Q2fWNG4hWH7lCHiFY3GF7m8nWZPGc9GQCdZKVk4DX2LVBIWAiBtbsazXT7cQdRR7T0qdhYkx6JQCJOGgIgdXz/ERVDrsAy6BB2Vh0dXUd4oI7L16bwKc2bvG/4Br/VP0DdR/+lf7pV/K3qHj5scN6cf+GkTHXtPE8kSWIyYT0nm37Dteab2aqspcoDhzL9A4M8p7+N3+t+w2c0r6uVyD7AZ05I568Bn7ZX/X9F+wJ/eHXXnAczOxoH7IkvRUhYEteq60QPoia+VNxKVkwINboCe+xKna+ZFV+KkNBHZ7jkuiuN8oxYzjfdzc3mr/K8somPGuaf+Nrd6ji5SJQGMBpi1Ja64xBi0DIYucoer5br2esGgfvZ7aqJ4QGqxpSb+NLJWfzphkv49IY0NmRGcUFpIg9dtYY/X72eEIN27guoHJX8hFCqprVUoqVRurta3P6e7UOTJM1wmuuWYogJMbj9fVWOzcbMKLYFn2WPP655h6d3tS7oGr1jRlLN9fb4kJKuOjoeg5zYEA5pHVXga+Radre4TpsVwKoITKN9DAtbsqtNxKjmKy7kiydlMi4CiJRsunY3K4/zk+f30jU8xe//9Tov67/PBukQYFsbXLVR1VdbCAWJzveOqk73Jr6EEEjDrZTLdVyo+Yg1ci3J6vfF6wToNFx0+haenT6YCZcmWNvxd96tPX57+N6GDrujY61IpjhL/f55EnUnpOJWZFlCk7rOnhF3ZeKrZWCC1OnEVxeRJMVEuOS6K40TsqKc4tqeMfrmKSRd0TxIuVQH2NzrgtPKVMHgOYhJK7Iv+FfL9ex18aYCbPopX9G8wA2a57hU3kaK2q7lVoqSwrj7Y6U89ZUTeeCqNZxXmqh+D5ZIQUIYVcKxINT1HsSquFdEuGNoyu6ECmAMTkFWKyG8iixLrFt/or1FXIeFt/fULKhFvKpz1Mk6vl7OUCv5joEsS+hTV2MUOgDWSLVUuFjgvmtkig8t+ZQZH2HV1MM8YlGF1V1JdmwIcsnH2KvYqpDz5TZOPnQHn//5n/mF8S4K5VaeMvyE8+SPuOmsPAJ0arXJQihIcNajc3er4/CkmSiLo7ulXcSo9y8f4ZPrU3ky6Eq7adUXNK/w8Ks7jln1ZbRYmWyvxIztUHSHks+GzEiPzVdFTXypeIDSrGT+Zj2Le82f5A7L56hw0Ua/t6/H7orRIuJVYftFUpIcTpDeeeGzvXF+VV91jY2ky7bk4z6RRVlGnMvnt9xYlRbFNqWEbdZinrKeyoG2uTUBFkrr4ASf1b7Ot3VPc5vur6RGBc89SEXFh7BVfDkSX5lKCy0DE8cZsXQ6hiZJmVHxRUSyW99PZX5cviaFu8xXcrHxJ5xtuoe2qQBeO9g998BpDnSMUCg5KgatcSVqQvM4rEqPY5/IBCBD7qa+sXGOEQujdcb3eIRgzLpwooP1Ln2Plc4tFxTzU+laewLzcs02XjV8n1zZZg7RoCRgzjydj69N8eY0/ZKZrsMarHT09mO0uF6r9TC2SmTHOrFDxJCgSlf4BAathk+ctZknrTYTlhBpivXdT/LffZ1Hff2u5kF2WrJYbfwTV5p+wP8pZ7E2Peqor1VxD2riS8XtrEmL5MeWq3nAeikfKkUc6BhhwmRZ8nWVgSb731sU1dFxseg0MusybDfeUCY4Wd53hAbE0ZgwWQjqqbDHu5Uc1qarJxdzsTo1guvN3+Iz5h/yS8sV1PabGJowufQ9OvpHScT2GbaLGFU4WMXviA010BXg0E0rlFuodvPJ+sxWR4uQCYxSE1++QGpUENqsk6b1EW0Jq6d3zr/d8UD7EIWyreKrW0SQmpLqjmkuG8rTItil5NljQ9cuTBbFZddvnZXATokMVCtkXUxCeABfueJj3GT5qr0a5TBtIoYfhtzJzz99ovrvvgjyE0IpkRp4Xv9DDhi+wJfkF6jpGnPb+7UPTtodUAEmAhPRqdIVPsPH1qTw79AraRfR/NR8FQ9YLuXnL1cdtSp56yFboYARPe8rJegSSwkP1Hl6yisa9Zuj4nbKUsOdhDOtiliwOO1spsxWgifa7HGLiCMtWt3cL5YTsqL4qfZR9hi+zN/0P6ehrmrOMXtbhymTHM4ke0QeZSkRbpzl8iA/IRS91vnWu9Tvw2xMA812IedWEUdqlFoWr+J/aOIL7W3yBVILh9yspdIx42S9iyiSIlUBdF/hE+ucK1O21fXN2yint72BCGkcsOl7qQYsx2dNaqTdjRtglajmkAvNJVoHnT83tc3RPZxZFM9Fn76ez8g/5wnLabxtLeN+y8e4LfEP/Porl6j6hYskNEBHeEQUq+RGAiQzBVIrBzpcu4abScfQJMkzKpGVMLVKz5fQaWS+fMEmTjb+hkesF2BET/vQJI9uc66UFUKw9ZBzpfIZhWqXjKdRE18qbidIr6Uo0bknfqk6X03942xTSvmY8cfcZLqOrcoateJrCWzMjKZXRNiTJfH9O+wuQMeiomWQdXKNPZ6MKydQr2pFzIVOI1Oc5Px9cKXAvaIItCOOaohW1TFLxU/JTY6hQSQBkCO1U9Xhej28mXQOT/E50/f5iulb3G2+UnXO8iHOLU4kdIZZRKLo49mKtuOMsDFmtBA85DjIOSTSjrj/qjgTHqSjP7LMHpe7WOC+bWCC3+l+y0+1j3KV5g1V2N6NnFuSwGPf/wIRVzxE+4V/49Rr7+PRr5yptsotkcjkfCaELXFYKDVzoMN91cgdw87ak7rodLe9l8riOKc4gfWZMU4/e/CtOtpnHM7saR2itd/58O6MgniPzE/FgZr4UvEIa9Mj0WClWGriSs1WKprm7xx4NBp7xxknkAqRx7PKKQyF5ROkVx3UFsuqlHAqNCX2eJPmANvqju9MUlHXzuppYftmJY6MzBy3znE5cbgyTkIhU+pkf6vrdL56x4wkKI5TpVahtgGr+CdFiWFUC1tbmkGyMNY+dyXqUugYmmS/yOJVZQMvKieQqG4OfYZAvYYLyxK5TH6XF/Q/4B3Dt9i6s3JO6/hDnSOUyTMcHclUHR3nQUZGFi1KLABlUj17m3vnGDF/ugcGuEjzIZ/RbuUSzXvqwYybCTFoOa80kas2plOeFqm2N7qAwuQI+7MpXe6hoe3omk6uoH1GxVe/CCU2KsJt76WyOCRJ4tYLi5j51Sqz7OX2p95HmTbleebDOt4xfIuHdb/kQvkD0qKC1EMYL6AmvlQ8wpr0SH6n+x0vGn7AXbpH6Ws5MOeC9Xg09I07xRnRqnj3UtBpZAIzN9pPsE6R9/H2oa5jvn7KbEVp+RCDZNNqe08pZmOmKtA4X1anRvA1zb/ZY7iWtww3M9o69wZuvrTOcDsF6JLjiFVbGlT8kOLkMF6zruVRy3l8x3wtB0YMLtfDO8yU2Ur/uPO1Vecs3+Lja1PJldsplZvQSgobh19h5xzV45Xtw4QwZRf5HowqU13s5sGatEh2CZvOlwUNXc3VLru2dcBRkdwmYlUNShW/ozgpjEMzzFfoPuA21+HuwVESsBULqI6OvktJcjhXrEtFh4UfaP/OP/R3cUnrPdz/ehUt/RPo9/8fyVI/Z2kqOFeznSvWp6omK15ATXypeIS16ZFUKpn2ONd06Ijk1UJonDU2M1ZNfC2VkwtTeE+xVX3FSsP01Hx0zAf5ruZBYpQ+e6LsA1HCpuyYo75W5UjKUiMwoiNcson8ZkwdpGN4yiXXbhmYIHWGEKo5NE19uKr4JdmxIbwincxPLJ/laesWhgjloAu1hmZyNL2oRHWD4VOsSYvg/fDz7fFVmq08vb3puGN2Ng/yE8tnKTE+ykXGnxKfolYmz4c16RE8ZLmY84x3s8r4CB8MR9EzuvRnlNFiJWCGPmu7iFE1KFX8juKkcA6IDHucozTQ2OcegXvzULtdhqRdxJAUrn5ffJVbzi+kOGyST2neAuAizYckv/t9bvvV/dwoP2l/3aPKJaqjqpdQE18qHiEpPICmwGJ7vEaqXZLOV2dPH9doXmaLvIdE+smKURNfS+W0/Fi2KuX2eIN5B3uOoT31bm0fT1u3UGZ8mI8bb6M/4WTCg1RnkvmSER1EnS7fHpdJ9S7T+WodmCRlRuJLF53hkuuqqHganUYmL8FZYP6gm7RUOoamWCPVcK68nVVSPbEBghCD2j7vS0iSxOb1G/ifdRUAqXIvQ/tfYXD86FWAQgh2NNoqJcxo2S+yWK9WJs+L3LhQOvSZHBLpKNNbhd0tQ0u+bvvgJCk4nk9tqgalih8SG2qgI9DhfFoiNbpF58tkUWgdk/ip+Sr+bDmHt5TVqvakDxMeqOM7nzyT71i+YjfmuUL7No/rf0GYZDtce8Z6CuUnnEZ8mCql4A3UxJeKR5AkCUP6OizC9iu3Rq6lYikC9/013K77G4/r7+Gb2n+RqSa+lkxKZBBNUZvt8RlyBW9V9Rz1tdvqbAtXM1p2igLK81SxzYUgSRLa5NX278Nq2YWJr0FHxVeXiCQhWnUwU/FfihOdf3/dl/ia5CrtG/xBfz/PG25lTZj7XLpUFs/la5P5h3KWPb6C13hyZ+tRX9syMEHPqLNJy/oMNV2jSuoAAEKYSURBVPE1HzSyRFmq83evwgUC962Dk6TMcKgb1CUQFqAemqn4H7qkVfY1XInc5JbEV/fIFAMijEesF3CH5fM8ZT1NbXX0cTbnxHDyRddwo/l6e4v9YXYrOTwaeh03npV7jNEq7kZNfKl4jJLMJHtpcIHcSnXT0RerczE0YSJ6yjG2USSqiS8XUVZUyL7pltQSuYk9eyuO0J5qG5ygst35AX9STqzH5rhcKEpPsIuj5kltVLd0uOS6bf1jvGVdzYdKIbuUXFXYXsWvKUoKAwTxDHC6XEFzu2u+J7OxCQg7TCa0kWobgi8SFxpAYMn5tItoAE6T9/D6ezuwWJUjXrujaRBwPL9iQvTqWmEBrEmLdIpdUfHVOjBBmuQwX1Ei0o7zahUV3yU/JYZaYXtO5Ept1LS7zgDiMO2zWvBDDFrCAtVKZF/nMyekc/LHruMS5V4etZzHf60budP8Wb4fejcPfmELoWqy32uoiS8Vj7E2PZKdiqO9K6J/N8MT5gVfp7FvnEzJIbzeTKJaKu8izi5K4EXrCfZ43chrRyS5Xt7fhR7H5xYRpGNdhvMCWWVuylIi2KPY9GZkSUDHHpeIo7YOGfmu5St8ynQr15u/RaoqHKzixxQlhXGj9hk+CriBx/S/JKJ/N1Nmq8vfp2NokiRslShDIpjoqGiXv4eKa/j85mz+YTkDsN07L5h4jjcOdR/xum01XWwzfJM/6X7F5fI7rEuPUh3tFkB5WgQZUidf1zzLn3W/IKptK+ajJBgXQuvgBOnTiS+LkDFEq9XiKv5JcVI4lUoGAFpJwdSxNNOuozFbezIpIkC9h/kJn1iXyl+/+2k0593Nwc2/pewTt/Cfb52hHr54GTXxpeIxihLD2CMV2OP1cjUVrQsvnW/sGydTdlgHT4VnotOov8quYE1aBDtCz8QqJHYrOdQrSTy7u83pNW/vrWWn4as8oruXc+XtnF0Ur/77L4JVqeHsEdn2uMBaQ33v0sRRTRaFjmHnhZKaFFbxZwoTw6hXku1xAU3UdrteRLhraJxEyeGcpeqo+C7laZHsS7iMSaEH4NOaN/n7m87VyRarwkD1B6RIfZyt2cVpmt2clKsasCyE8tRIMqUubtY9w2mavawTlVR1ji7pmm39E6RNuw63ixiSo8NcMVUVFY9TnBTG/1nP5BrTd1g/9QDvT6a5zKToMB1Dk6RLXUQyAgj1ueRnxIUGcPXmTL57bgGXrE5WHYV9AHW3quIx9FqZqYT19nidXL0ona+ZFV+KkNDHZs8xQmW+SJLE5jWlbDb+lstMd/KCsolndrYxOmWr8DrUOUJ214uESROcqdnNBrmK80sTvTxr/yQuNIDOYIfhw2q5/phmAvOlY2iS2QeOasWXij8TYtAyFO44MCmRGznY6Xr9LeNgJzrJVknWIWJIDFeFZ32Zy08q4wnr6QAESiY29DzF1kMOTcodTYOcZnnXHr9lLef0gjiPz9OfiQzWMxC5yh6vkWvZvYjDypmMDHQSOi3y3CziSY1UN/Iq/klKZCBNAYW8pZTTi63robLdtc+m9qEpHtPdy+6A69hh+CpJ6nNJRWVJqIkvFY+SnZVNkxIP2Jzs9jUd2Z4wFw29Y2RKtoqvNhFDaqzaZudKLl+TQrfkaPMZNVp4codNU+3xbfV8RvOG/b+9FnAOm3PUU/TFEp5WxKiwLfzLXCBw3zo4gYSjFSU0QKu6bar4PaHJ+YwLAwDFkutFhIUQSCOOytZ2EU2KuiH3aS5clcjLoZdjEhpetG7gCcvp3Pd6jb1d/F87G7lQ8yEARqGjKe40tVpiEWSnp1Gv2A63SqRG9jV2zTHi+LQNTvFby6X8x7qJbUoJKWpFsoqfIkkSRYnOFYuufja1D06QNK09OSRCSVYPMlVUloSa+FLxKGvTI9kp8ukREbyurKWxreOoorTHY7C71W4L2ygSyVD7pV1KRkwwZxfFO/3sd1treb+uD+Oep8mT2wHYoeSxceNJapvjEliVGs0+JQuAIKaob1mc4cNhWgcmeUD3Wz4yfI1n9D+mOMLiimmqqHiVouQoDgmbFlCa3EtzW7tLr98/biJWcQgTd4hoNUni42g1MleevYmzTfdwvflbdBDDwc4R/vJ+E/1jRpTKfxMr2aov3lRWc3a56qK1GNakRVKh2P7t9JKViebdi77W8ISZxslA7rN8km+ab+BP1ovIiFbXbyr+S0myc+LrYIdrK74mBrsIlEzA4RZ8teJLRWUpLGrH+sADD5CRkUFAQAAbN25k+/btx3390NAQ119/PYmJiRgMBvLy8njppZcWNWEV/2ZNWgQ/Ml/DBuMD3GD+Ji2mUKq65q8ZYbEq6Adq7HGtSCYvLsQdU13RXHuKo310i7yHR5Qf8afH/sgPtX+z//xB8Qmu2qg6Mi2FstQIfma5ii3GX1FmfJid3SxJuPuwcHC8NMRqqY6oKNVtU8X/KUoMs4sIA8jd+1FcYARxmI6hSZKkPnvcJcUSF6puMHydi8uS0cY6J7R+/koVVzzwJl+XnrL/7O/iHC5fq7p0LobytAh2iTx7nDy2j74x46Ku1dQ/7hRrZEmtrFTxa4qTwkmRevi45n/crv0LI21VLrv27ErkDhFNUrj6fVFRWQoLTnw9+eST3HTTTdx+++1UVFRQVlbGOeecQ09Pz1FfbzKZOOuss2hqauKZZ56hurqahx9+mOTk5KO+XmV5Ex1iIDEmCnC4klS0zF8zoql/gkzRYo+rRSp58aGunKIKtsq8i8qS+KLmJR7X38N6uYbH9fcQK9nKuN+wllN6yqXEhambw6VQmhxOFRk0iURAwqKIJZXKtwxMkCrZKlc6RDTJ0WpSWMX/KUoK44DIsMfZ1gaaByZcdv32wUl7OwmAMSgRjaw6Z/k6GlniJ5eUOP3sZGUHf5v4GpmyTUbhI6WAuNIziQkxeGOKfk9+fCgHNQ437rVyLbtbhhZ1rdmJr5TIQLViXMWvKU4K41x5B7/U/ZFrtK+SPrGPgXGTS649PGkm2uLYW7eppisqKktmwU+c++67jy9/+ctcc801FBUV8Yc//IGgoCAee+yxo77+scceY2BggH//+99s3ryZjIwMTj31VMrKypY8eRX/ZE2asybXrgUI3Nd2jzJGIJVKBlNCR09AJpHBeldPUQW47cIidgSdRKviXDVUpyTxcOTNfPVU1VRgqQQbtOTGOSdulyJwP9jXTZhkSwi0ijjV0VFlWRAXaqAjIMceF8tNHHBhS0n70CRmtPSKcNsPItRKVn/hxOxort6UAUCO1Mb9ugft7pyjIpA7xZe56ez841xB5XhoNTIhySWMTGtRrpFrqWgeWNS1GvvGSaAfLbYWfLXNUcXfyYoNoVbOssfFUhP72oZccu32oUmSpRkt+MSQoIrbq6gsiQUlvkwmE7t27eLMM890XECWOfPMM/nggw+OOub555/nxBNP5Prrryc+Pp6SkhLuuusurNZjt/MYjUZGRkac/qgsH9amOxJfBkzsX4BYak33GE9bt3Ch6S6KjH/GEq8mUN1FbKiB+758ITeE3scDlot5w1rObyyXcWvMr/nNF88iUK/a8rqCstRwp3gxTqeHEQNN9r+3qIkvlWWCJEnoEosxCds9p1hqYr8L3bM6hqb4meUzrDc+RP7U4wRFqRXp/sQPLyjkrKJ41sk1SNhaYOuVRD5v/h5f/cT5pKiC0EtidXoUexRb4jlOGqKtcXHtXM39E7xg+CHVhs/zrP42MqLVz0XFv9HIEkqCw/m0RG5iX5trnk0dQ1Mkz6hEngxMUiskVVSWiHYhL+7r68NqtRIf7yx8HR8fT1XV0R+EDQ0NvPnmm1x11VW89NJL1NXV8bWvfQ2z2cztt99+1DF33303d9xxx0KmpuJHrE2PZKN0iO/q/kmp1MDtY1fT0n8qafNYBNX0OPTAFGRyEyLcOFOVnLhQnrrxAt6qWk/T4CSlscHckBentgG5kLXpkVTvepuzNTspk+r5XdO1CFGOJC3s33hw3ESsqQ2mCyCbRAKbVOMHlWVCcWoMNS2p5NJuq/ptXVzVydFoH3K0TRrRq85ZfoZOI/PQVWt4/P0oLvvgHExjA8QlpnLzWfmq67ALWJMWya538zhFsx8AQ9cuLNZL0C5wE97Z02uXS7AIjWpMpLIsyE1Lobk7jnS5hyKpmT+29gNLN9PoGJokeYb2pAhXdQpVVJbKghJfi0FRFOLi4vjTn/6ERqNh7dq1tLe3c++99x4z8XXLLbdw00032eORkRFSU1PdPVUVD5EbF0JAYCBrlVoATpQP8l59H2nRc7eX1HY7C+Gr+l7ux6DVcG5JorensWxZmx5Fg3yI67XPA/CfiQO0DU4uuFqroW+cTKnTHjeTSLKqB6GyTFiVEsEXTN9hgFAsaAltH0NRBLILkvAdQ1NOsaqj4n9oNTJfOjmLL52cNfeLVRZEeVoEDyqlxFsGqBB5vGMt4EDHCGWpEQu6jhhotP+9WYlXWx1VlgVlqeFUbs8gnR6CJCPDrQcRYuOCDy9n0zE0ybrpVkez0BAQ7T/7YKvVitls9vY0VJYRer0eWV56xeOCEl8xMTFoNBq6u7udft7d3U1CQsJRxyQmJqLT6dBoHG1RhYWFdHV1YTKZ0OuP1GcyGAwYDKoQ6XJFliXCszcwWhNIqDTJJvkAd9T28OkNx098mSwKjb2jzBTGz4tXxbtV/Jvs2GBq9YVMd+iwTqphV/PgghNfTX3jZMiOtmFTWOaCT+RVVHyVspQIenC0yY8aLTT1j5MVu/RnQMfQpFOsWsarqDiIDjEwHFPOD3od7o7bGwcWlPganjATbWy1VyQ3i3jWqRVfKsuAspQI/qlkcYFmOwDpU4foGJ5a8sFj+9AkKdOJr04RRWKk739fhBB0dXUxNDTk7amoLDNkWSYzM/OoeaOFsKDEl16vZ+3atWzdupVLL70UsFV0bd26lRtuuOGoYzZv3sw//vEPFEWxZ+pqampITExc8uRV/JcTc+P5sKqIszS7iJFG6K3fjaKsPe7pfU33KF+W/sOVhjfZr2Ryn+UT5CWoFV8q/o0kSejT1mNs0mKQLKyTq3msaYBLyxemM9TUP84Zki3xpQgJbaxqPqCyfIgPMxAbaqB31Gj/2b624SUnviZNVnIn9/Bb3XO0ixieVU4mJfKUpU5XRWVZsSEzmvpehyvjR439fPmU+VfXNfaPky112OMGkkmJVCsrVfyf9OgganUF9ni1VM++1qElJ746hibZaHyAZKmPUCb5mB9UIh9OesXFxREUFLTkqjcVFbDlmjo6Oujs7CQtLW1Jv1cLbnW86aab+PznP8+6devYsGED999/P+Pj41xzzTUAfO5znyM5OZm7774bgK9+9av8/ve/55vf/CZf//rXqa2t5a677uIb3/jGoiet4v9szo7hMaWYszS7ACg27qa6e5TCxLBjjtnfPkyp3EiK1EeKpo8nQj5HWIDOU1NWUXEbq7Pi2d+YxTqphmy5k/rGBqB0Qddo7B2ztzp2EE1KbOQcI1RU/AdJkihLCeeNQw57971tQwtOEM+mY3iSXKmNzZoDAOww55MY7vsbDBUVT3JCVhRPbG+xx9sbBxbUatzUN06O7Eh8jYVlq0LdKssCSZKQk1ejtEnIkmC1XMfzbUOcV7o0iZCOoSmmMFAvbM+4G3z8uWS1Wu1Jr+joaG9PR2WZERsbS0dHBxaLBZ1u8Xv/BSe+rrjiCnp7e7ntttvo6upi9erVvPLKK3bB+5aWFqcezNTUVF599VVuvPFGVq1aRXJyMt/85jf53ve+t+hJq/g/adFB1IWsA+NfAThJruS9ur7jJr4q24f5qmzTiBgXBsJTCj0yVxUVd7MuPZIdSj7r5BoAIvorGJ48n/DA+d/cG/vGudL0IzKkLrRYWBfr+2XxKioLYVVKBBE1T3O2vJMSuZHvtjwMFC/pmrMFhIf0CQQb3C5/qqLiV2zIjAIgglHWyLWMGwOp7j7xuGu2mdT1jHGe1A6ARcjo1IpklWVEQXoSNa0pFEit5EutHGruAha/RzFarHSP+pf25GFNr6Ag1RxGxfUc7hK0Wq2eTXwB3HDDDcdsbXz77beP+NmJJ57Ihx9+uJi3UlnGJOesprsygnhpiI1yFf+o6zquMG1zawsp0xuUAyKD4pQoT01VRcWtlCSH8ycKgBcAWC9Vs7tlkC35cfMaL4SgqX+CcZHBAZEBwCdU4WCVZUZpSjhRUh1nT1cKS117sVhPX5KWXfugQ0cFQAnzHwFhFRVPkRgeyMaIEZ6cug6AN6zlfNRw+bwTX7Vdw1w/XZHcLOLJTlDXbyrLh1UpEfxPWUWniGKvyKa2cxCrIhbtgN4+OIkQzj9LjfLtxNdh1PZGFXfgqt8rtc5YxWtsyo1hm1ICQJBkxNLwHlNm61Ffa7Yq6Hv32+NKJZPS5HCPzFNFxd0E6DQYE9fb43VyNbuaB+c9vnfMyLjJ+buTEaOeuqksL8pSItgrHJUiRUotdb1jS7pmx9Ck/UBFERK6KDXxpaJyNFKzChkQNk29NXIt2xv75z12pLuRQMkEQL1IIjdONSZSWT6UpYRzt+UqrjF/j/stH6fTaKBhCc+m1sFJLpLf5+uaZ7lMfpeUQBOhqrSLisqSURNfKl7j5NxY3lbK7fEpYgfbavuO+trK9mFWiWp7vE/JojhpfieNKir+QEFmGlWKbdNdLDWxv6FjjhEOmvomnGK9VibJx/UgVFQWSlSwnq4QR2tjmVzPvtbhJV2zbUarYzeRJESqzxUVlaOxISuaCiUXgChpjP7GvYjZZSlHYcpsRTfUYI/rRRK58aoxkcryIS4sgMRwZzfgPa1Di75e68AEF2o+5GbdM/xa/xB5EUubn4rKTK6++mq7SSHAli1b+Na3vrWka7riGp5ATXypeI2oYD0jKVswCQ2KkIiVhnj9YPdRX7u9cYCNUpU97o1eS0SQ6gqqsnxYlxHFTsVmF6+VFOT2HZgsyrzG1vaMcqH8AefK28mSOsiICpy36LCKij8RllrEqLAldcvkeva1Dy3per2DQ8RKtuRZu4hZshOXispy5YTMaD5QHInn4qndTk6Px6Kxb5x3lFLWTj3EFcZbedp6KjlqxZfKMqMsJcIp3te2+EOZ1oEJUqdb8M1CQ1B0ylKmpjIHV199NZIkHfHn3HPPtb9m7969XHzxxcTFxREQEEBGRgZXXHEFPT02w52mpiYkSSIuLo7R0VGn669evZof//jHnvxfWhDPPvssP/nJT+b12rfffhtJkhgaGlr0NbyJquCq4lVOLsni2tabqFSy6COcmKruo/bFVzR08Xm5FoA2EUNGVr43pqui4jbWpkfyLWUdZouWnUo+u5R09rUNsS5jbi2U2u4xbtQ+Q7bcyZTQ8Z34lz0wYxUVz1OaGs3+6kw2aQ6SLPXT2tLI/7d353FRV/v/wF+fmWEGkGXYkVUQRFxAFkVyIZXEpa6mlddwKe2WV81My6VfmnkrrGyzTO1aal1zqb5aqVnkguIuiisiIIgLixu7bDPn9wc5OCIKBgwOr+fjMY8Hn8/nnDPvsTnNzPtzlvrugHo77Y2Lur8vCftmv4AwkaG425ohySwEqPwfAKCH7CT2nbt23yTW2ZxCABKuwRrXhDVc1Waw4AYSZGQC3K2x9VQ2ZNDCR7qEs5kmADo9UFsXbpTo1p68LOzgasdEcWMbMGAAVqxYoXdOpVIBAK5cuYJ+/frh8ccfx++//w61Wo2MjAz88ssvKC7WT/4XFhZi4cKFePvttxs13vLyct2C73+Xre3fX3OxIdpoChzxRQYV6e+EndogXEXVel1Xi8pxNFN/bSONVuDm+cMwlap2DDmg9dftMERkLGxbKZHr2BNvV47FZm135MMCe1LrtobKuayraCNlAwBShCvaOasbMVIiwwlws9Zb58ssN7HWtSHvR6MVUBZd0B1fFPZwUZveowZRyyVJEpx8gnBFVH1f6y47jT3JWfetl5qrv9aRrxN/xJPx6eKmxih5LI6rXsAfqpmwzjnwwJ9N169egZVUtYTFReEAd5uHb81WrVbgWlGZwR5a7f2nYd9OpVLB2dlZ72FjYwMA2LNnD/Lz87F8+XIEBQXBy8sLffr0wSeffAIvLy+9dl5++WV8/PHHupFgdTFv3jx06dIFy5Ytg7u7O8zNzfHMM88gP7961OCt6YnvvvsuXFxc4OdXNQDkwoULeOaZZ6BWq2Fra4shQ4YgIyNDV0+j0WDatGlQq9Wws7PDjBkzakxRv3OaYllZGWbOnAl3d3eoVCr4+Pjg66+/RkZGBvr06QMAsLGxgSRJeO655+7axo0bNzBmzBjY2NjA3NwcAwcOREpKiu76ypUroVar8fvvv8Pf3x8WFhYYMGAAsrLu/5nyd/CWCxlUG/tW8HW0QMptX4x+OnJJb5TL8Yt5aFeRDPy1ruMBbXu8ysQXGaFH2trjTHb1EOm9aVfxSqTvfetV5pyBXKr6IDsr3Ll+ChmtADc1vrst8dUJqThxKR9d6zAy8k5Z+TfhLKp3dLwkHOBu+/D9wCBqKr3aOSD+VCc8Kd+DVlIZis8dQIWmG0zusbNqUpb+tB8ubE/GKMBdjdWwhIVUCgDoJKXi2IU8hHnb1bst7Y3zur8vCgd4PISfSzdKyhHyzp8Ge/6ENyNhZ6FqkLacnZ1RWVmJDRs24KmnnrrnDoMjR45EbGws5s+fjy+++KLOz5Gamor169fj119/RUFBAcaPH4+JEydi9erVujLbtm2DlZUVYmNjAQAVFRWIiopCeHg4du/eDYVCgXfeeQcDBgzA8ePHoVQq8dFHH2HlypX45ptv4O/vj48++ggbNmxA3759a41lzJgx2LdvHxYtWoTAwECkp6fj6tWrcHd3x08//YThw4cjOTkZVlZWMDO7+yj55557DikpKfjll19gZWWFmTNnYtCgQTh9+jRMTKp+0JeUlGDhwoX47rvvIJPJMGrUKLz22mt6r7mhccQXGdw/Al10fytQid3HknHzth3q/kzKwXLNIESVLcDCiqeRoQ5Hay7cTUaoh4/+F6SjmXl6feFurhaVwak0XXd8RusOP2cmvsg4WagUKLLvojvuIqXWawfU22VeL8FxrTc+rngK6ysjkCb3hl0rrh1JVJtevg7Yo62evhWiScSR+/S//ItJeE+xHKPksfCWLqMDNyYiI2ShUqD4ts+mYCkFhx/gs6mgtAI25dWjXi4Je96QaQKbNm2ChYWF3uO9994DAHTv3h1vvPEGnn32Wdjb22PgwIH48MMPkZNTc11qSZKwYMECfPXVV0hLS6vz85eWluLbb79Fly5d0Lt3b3z++edYu3YtsrOzdWVatWqF5cuXo2PHjujYsSPWrVsHrVaL5cuXo3PnzvD398eKFSuQmZmJnTt3AgA+/fRTzJ49G8OGDYO/vz+WLl0Ka2vrWuM4e/Ys1q9fj2+++QZPPvkkvL290a9fP4wYMQJyuVw3pdHR0RHOzs53betWwmv58uXo1asXAgMDsXr1aly6dAkbN27UlauoqMDSpUsRGhqK4OBgTJ48Gdu2bavzv9mDYOKLDG54iBuspSLMVqzGPtVkvKpdga2nqv6nL4TAH6dyAEhIFh74QvMkgjp1MGzARI2km5ct5DIJdsjHP2R7ESn24vD56/esczanEH6y6ula6TKPh/LuIFFdtfHyRbaomoIQIDuHIxl1mxJ8p8xrJTglvLBIMwwzKl9Cvm3APe/kErV0DpYq5NiH6457yk5idy27cQNAbmEp3ItP4lnFdrxjsgKPyRLQ2bX2H11ED7M23n7IElWJgSBZKhLSr9ynRk0Xrpfolq4AgPNw4hT8JtCnTx8kJibqPSZMmKC7/u677yI7OxtLly5Fx44dsXTpUrRv3x4nTpyo0VZUVBR69uyJOXPm1Pn5PTw84OrqqjsODw+HVqtFcnKy7lznzp311vU6duwYUlNTYWlpqUvW2draorS0FGlpacjPz0dWVhbCwsJ0dRQKBUJDQ2uNIzExEXK5HBEREXWO/U5JSUlQKBR6z2tnZwc/Pz8kJSXpzpmbm6Nt2+oR/K1bt67XFNEHwamOZHAuajOEeLfGPy/ugLVUgsdl+zF+x0EMCXTFsYt5etMgAaB/BycDRUrUuCxNTdDdRY5vr0yEXBI4pfXEr6nR6OXrUGuds9mF8JOqE18Vdu1rbA5BZExCPG2w+NAQVECBY9q2uHL+BoQQ9U5anb9eonfsaceEMdH9dGzvj5R9rrgJJbZpgrHnbC5ei7r7hkMnL+WjkyxDd5wm94aXPac6knEKaWOLQ4f98A/5vqqpwJlHodV2r9cu2xeu39RLfBWZe0ClkDdGuHSbVq1awcfH555l7Ozs8PTTT+Ppp5/Ge++9h6CgICxcuBCrVq2qUXbBggUIDw/H66+/3qAx3q6oqAghISF3nRro4FD774Z7qW3qYmO4NeXxFkmSaqw/1tCY+KJm4enuvlizrh8mKH6FSqpE/+vfY8vJ7thx6iKsUYR8VH1RcrMxQ5C7jYGjJWo8Qb5tcDrXE52lDHSUnUdMShowsH2t5ZOyChH114ivfGEOO+c2TRQpkWGEeNpgqqZ/9YmSSmRcK4GXfavaK91F5h2JL46UJLq/3u3sMSTuPyhB1SgU6XIBcgtL4WhZc1TKiYsFiJCd1R1rnQN5Y4aMVmgbG3yprUp8AUCnilM4m1uI9s51n96beb0YnaXqKXQa27b3KN182ZgrkfBmpEGfvzEplUq0bdu2xq6Ot3Tr1g3Dhg3DrFmz6tReZmYmLl++DBeXquV/9u/fD5lMplvE/m6Cg4Oxbt06ODo6wsrq7u+x1q1b48CBA+jduzcAoLKyEgkJCQgODr5r+c6dO0Or1SIuLg6RkTX/+90acabR1L4Mi7+/PyorK3HgwAE88sgjAIBr164hOTkZHToYdtYWpzpSsxDV0Rmx6hEoFlULET4r34Zv1qyD3clvsFM1DWPkv0MODZ4N86jXnROih80jbe2wR9tZd2yTsxdXCstqLX8hMw2tparpkCe1XujAaSRk5NxszOBgqb9o7YOs83X5aj58pItQoRwA4GFXv8QZUUsU6mkLmap61JYQwO+naq51AwBJmVnoKFUt1H1W64o27u5NEiORIbS2NkOmRaDuOFSWjMMZ9ftsOnelGEeED/ZpOuC01hNODg/nLBeZTIKdhcpgj/r+ViwrK0N2drbe4+rVqmncmzZtwqhRo7Bp0yacPXsWycnJWLhwIbZs2YIhQ4bU2ua7776L7du3601XrI2pqSnGjh2LY8eOYffu3ZgyZQqeeeYZODs711onOjoa9vb2GDJkCHbv3o309HTs3LkTU6ZMwcWLFwEAr7zyChYsWICNGzfizJkzmDhxIvLy8mpts02bNhg7dizGjRuHjRs36tpcv349AMDT0xOSJGHTpk24cuUKioqKarTh6+uLIUOG4F//+hfi4+Nx7NgxjBo1Cq6urvf892oKTHxRsyCTSRjXPxRLKv8BAFBIWvyofBtvmKyBjVSEeYpv0UV5GSNC+aWJjFtIGxsclFV/ceorO4odZ+4+572kvBKW147pjo+Jtujirm7sEIkMSpIkhHjoj/x9kMSX6voZ/KmagSTV85itWM0RX0R1oFTI0M/fUe/cluM1t6DXaAXKzx+CiVQ1MuCwth26eKibIkQig7FtE4ACUfVZ0lWWjMPp9VuD8tzVYnxY+U+MrHgTg8pj4OXAGzJNYevWrWjdurXeo2fPngCADh06wNzcHNOnT0eXLl3QvXt3rF+/HsuXL8fo0aNrbbNdu3YYN24cSktL7/v8Pj4+GDZsGAYNGoT+/fsjICAAX3755T3rmJubY9euXfDw8NAtXj9+/HiUlpbqRoBNnz4do0ePxtixYxEeHg5LS0s8+eST92x3yZIleOqppzBx4kS0b98e//rXv3Qj21xdXfH2229j1qxZcHJywuTJk+/axooVKxASEoLHH38c4eHhEEJgy5YtNaY3NjVJNPZkygZQUFAAa2tr5Ofn1zqUjx5+Qgi8tOogxp17Bd1lSXrXllUOhnjsP5gQ8XAO+SWqj5f/tx/vpjwJK6kEBcIcM703YMnY7jXKHUy/jsX/XYoJ8l/RWXYOr1VOxCdvvQkzJdeDIOP2313n8MmWowiWpaCrLBn7bYZgzfShda6fX1KBN9+Zh8+VVduNx1SMxMhXP0Kbek6XJGqJtp7MxoT/JQAQaCddhJBkWPPGWNhbVI/EPHkpH1u/nI7XTH4AAEwrn4BZs96GoxUX6ibj9b/95+GyeQz6yhMBACNVX2DN7NqTI3cKfedPXC2qHuX/1egQ9O9Y+6if5qK0tBTp6enw8vKCqSn7eH3MmzcPGzduRGJioqFDabbu9f6qT56II76o2ZAkCe8/HYQPbOdjXeWjKBUmKBDm+KxyGI63n4oXe3kbOkSiJvGovxu2a7sAAKykEpSl7kJpRc359Mcv5iFOG4iRFW8ioGw5Ljr0ZtKLWoRgTxtMUPyC/ylj8Iri/2B3/TDyb1bUuX7m9RJ43raOSiac4KJuukVdiR5mj/o5wF+Zg53KafhDNRPT5eux9WS2Xpl9adfQQ3ZKd5yj7sKkFxm90DY2OKStWpc1V6ghFV5GVv7NOtUtKK3QS3oBgDdHfBE1GCa+qFmxaaXE/yb2RU6fhRjjvBEvuvwE+yfmYdGzXbm2F7UYfdo7IlZbvd1whDiIPak1t4y/fe0ILWTo5G7XJPERGVonVyskwl933FU6gyP1mO54/nox2siqE18lFp5QKviViKguTE3k8PHrDDOp6kd6P9kR/HHwuF6Z/adT0VV2BgCQrnWCu7dhFzUmagrtHC3xm0lf9C77BN3KFmOvthMOnLtep7rpV4ohR/VNTpkEeNgy8UXUUPgtj5odc6UCU/r5Yv2/e2LtS48gOsyTuwBRi2LbSolC10dRJqo23o2SH8YvRy/oldFoBfad0187IsSTO55Sy6BSyFHpEgKNqPps6Co7W6M/3Mv5ayXwvG3LeJktRxQT1ceQIA/8pKnaKcxE0sAvZwtOXMwHANwoLofFhTgoJC0AYLs2GH39H85FuonqQyaT4OPljUzhBKDq8+luNy7v5tzVIrxv8l8cVk3Aj8p5CFEX84ZMCzBv3jxOc2wi7E1ERM1QZFBb7NJWLXLvLN1AcVIsCkurp3KdvlwA5c0rkEGrO9fDx77J4yQylC6+nkgSngCA9lImjqecr3Pd1NwitPlrqmO2sIGLI0dLEtVHn/aOiDPrrzt+TvE7vt5VtXvZ5hNZ+FMThDcqxuOktg12SaHo3c7BUKESNak7v4vtSb2Kuiypfe5KMdpJF2AvFSBYSoGNfevGCpGoRWLii4ioGXo8wAX/JyJwRuuO+RWjkVDRBltOVO+ctTM5F8uUH+Oo6kUsMfkEfnYmXKOIWpRwbzsc0voBAGSSgEXuQeSX1G2dr6zsLDhIVaNTMoQzfBwtGi1OImMkl0no0b07tmu6AABcpWuwOPU9TlzMx3f7zqMYZvhe0w+Pl78H83aPwtSE609Sy9DzjsRXVn4JMq6V3Ldeem4hfKVLAIDzwhFuvCFD1KCY+CIiaoZsWymh9R2IAeUL8I1mIG7ACqv2ntfdNTyYeAzBslRYSyXwkrLRvZ2LgSMmalpBHmoclDrrjntIJ3GgDlvHCyGguJasOz6rdWPii+gBjAn3xFfyZ3THryvW4aUvNiI5p1Cv3D/DPJs6NCKD8XG0gIeFwHTFemxUzsHnJl8gvg7THfOyUmAmlQMAzgp3tHXk+l5EDYmJLyKiZmp4qAdurREBAKezChB39gqSsgrQ6Xqs7vyvmnAMDmDii1oWUxM5yt0eQaWo+irTU3YSe9Pun/jKyi+FhyZTd5wiXJn4InoAanMlevbuj581jwAArKUS7FS9qrd+XjsnC/TiNHxqQSRJQlef1hgtj0UXWRp6yk5g79mce9YprdDAPO+s7jhZuMG/tVVjh0rUojDxRUTUTPXzd4K3ffUdPwlaLNpyBMt2nMFoxR+68/vNH0UoF7anFqiLjweOibYAAF/ZJaSknr1Pjar1vVylK7rjC3IPOFuZNlqMRMbshV7e+M7mZZzXOgIAlJIG8xSrAFSNTv5/gztwV25qccJ9nbBH2xEAoJaKkX/uMDTa2tf5OptTCF9crD4W7vBzsmz0OIlaEia+iIiaKblMwoSIqh/1DriBVSbvY8aNeeh2OgYuUtX22LGaEPToGsofFtQihbe1Q7y2k+7Y+ep+XC0qu2ed1NwifFj5TwSWfoWnyuaixCEAksT+Q/QgTE3kWDgmApNV7yJWE4wKIYef7AJccA1TI30RwUXtqQXq4WOHPdrqqfhBFUdx7GJereWTsgrgL6seiVxk5YtWKkVjhkjU4jDxRUTUjD0Z7Ap/Z0usUn6A3vIT6C5LwrOK7QCASiHDEukZjH2kjWGDJDKQADc1DssCkap1wcrK/kgWbohLvnLPOmeyCwAA+bDAYdEebo78YU70d7Sxb4UVrwzBgbDFeMrhF8z0WIu5o6IwNbKdoUMjMojW1mY4bxOuO35MnoDY07VPd0zKKkSAlAYAKBEqtHLxb/QYyfhIkoSNGzcaOoxmi4kvIqJmzEQuw4dPB2K+dhwKhf6uje9VRmPowAGws1AZKDoiw1IqZDBt2xOR5Qsxr/I5nBTe2H4m9551Tl0u0Dvu4MJ1VIj+LnsLFd58vAN+ntwT340Pw4BOzoYOicigAjp1xmlt1cYOXWRpOHLydK1lL1zMhIes6qbNCeEFPxcuX9EUJEm652PevHmGDpEaEMdQEhE1c51crTFxTDRGfm+DoZW/wUYqxK+aR9Ch93CM7s7dsqhl6+fvhNik6mTXrrNXUKHRwkRe895eWaUGZ+/Yca6Tq3Wjx0hERC3LYx2cEBsfgg6y8wAAnxu7ce5Kf3g76G+mUqHRQpZ1FJBXHR/TtkUnV96QaQpZWVm6v9etW4e5c+ciObl612cLi+r/VkIIaDQaKBRMnzysOOKLiOgh0LudA1bPeBb2wz9CyaDFmPnyy5gxoD3XJqIWr097R73jwrJKHMq4fteyKTlFeAp/4gPFMoySx0KNQo74IiKiBtfFTY1DprdNd5Tdfbrj6csFiK0IQETZx3ilfCJ+1jyCIHeO+GoKzs7Ouoe1tTUkSdIdnzlzBpaWlvjtt98QEhIClUqF+Ph4PPfccxg6dKheO1OnTsWjjz6qO9ZqtYiJiYGXlxfMzMwQGBiIH3/8sdY43njjDYSFhdU4HxgYiPnz5wMADh06hMceewz29vawtrZGREQEjhw5UmubO3fuhCRJyMvL051LTEyEJEnIyMjQnYuPj0evXr1gZmYGd3d3TJkyBcXFxff+h3tIMfFFRPSQsDY3wdAgV4wOb8Ntron+4mRlis5/jdpywnUMkcVje9LdpzueupyPSNkRPKOIwzsmK+Bvo4WVqUlThktERC2ATCbB3T8Ml4QdAOAR2UnsTDxTo1zC+RsAJJwXzvhZ2xOl9p1g00rZxNFSbWbNmoUFCxYgKSkJAQEBdaoTExODb7/9FkuXLsWpU6fw6quvYtSoUYiLi7tr+ejoaBw8eBBpaWm6c6dOncLx48fx7LPPAgAKCwsxduxYxMfHY//+/fD19cWgQYNQWFh41zbrIi0tDQMGDMDw4cNx/PhxrFu3DvHx8Zg8efIDt9mccaweERERPdT6tnfEyJyFeFaxAwDwz5OdIQb71xgRmZiZh2myqi+WN4QFbF39mjxWIiJqGQZ2dsGmo93xkmIzNJBDkXMcydm94edsqSuz79w1vTohnkY22mvvF8C+xfcv1zoQeHat/rnv/wlkHbt/3fBJwCONk6yZP38+HnvssTqXLysrw3vvvYc///wT4eFVI/68vb0RHx+PZcuWISIiokadjh07IjAwEN9//z3mzJkDAFi9ejXCwsLg4+MDAOjbt69ena+++gpqtRpxcXF4/PHHH+i1xcTEIDo6GlOnTgUA+Pr6YtGiRYiIiMCSJUtgamr6QO02V0x8ERER0UMt0t8Jm3c66Y4DCnfh6IWBCPbQ/wGRee40HKSqxe1PaL0Q6KFuyjCJiKgF6eFjj0VmA5Ba4orfNN1QBHP8dOQi3hhUtWtjWaUGe1Kv6tXp7m1niFAbT1khUHj5/uWsXWueK7lat7plDz7q6X5CQ0PrVT41NRUlJSU1kmXl5eUICgqqtV50dDS++eYbzJkzB0IIrFmzBtOmTdNdz8nJwZtvvomdO3ciNzcXGo0GJSUlyMzMrN8Lus2xY8dw/PhxrF69WndOCAGtVov09HT4+xvX7qJMfBEREdFDrZOrFd63jgBKqu4WPymPx9ojF/USX7mFpfDIOwj8NbNxv9YfUV5G9gODiIiaDblMQmhwNyyNq/6s+SnhIqY91g6mJnIczriB0ZqNcFDkIV7bGXu1HdG7nYMBI24EKkvA0uX+5czt736uLnVVlvcv84BatWqldyyTySCE0DtXUVGh+7uoqAgAsHnzZri66ifzVKrad2EfOXIkZs6ciSNHjuDmzZu4cOECRowYobs+duxYXLt2DZ999hk8PT2hUqkQHh6O8vLyu7Ynk1WtaHV7rLfHeSvWl156CVOmTKlR38PDo9ZYH1ZMfBEREdFDTZIkhAaH4sguHwTLUuEvu4DU43tQ8URH3e6O+89dRw/ZKV2do4pATOPC9kRE1IieCnHF0rjqtZuuFZfjh8MXMDq8DTYnZmKaYjPspQKMFn/iebv/wd6i9uTIQ+mRyQ8+DfHOqY/NgIODA06ePKl3LjExESYmVXfVOnToAJVKhczMzLtOa6yNm5sbIiIisHr1aty8eROPPfYYHB2rN+/Zs2cPvvzySwwaNAgAcOHCBVy9erW25uDgUJVAzcrKgo2NjS7O2wUHB+P06dO66ZTGjovbExER0UNvaBdX/KCp/pLZv/xPbDlRvVX5tlOX0ENW9WW1QJjDzDMECjm/BhERUePxcbTUG8XlgDz8uOMAsvJvouDEb7D/a/r9n9og9OjcMhIQD7O+ffvi8OHD+Pbbb5GSkoK33npLLxFmaWmJ1157Da+++ipWrVqFtLQ0HDlyBJ9//jlWrVp1z7ajo6Oxdu1a/PDDD4iOjta75uvri++++w5JSUk4cOAAoqOjYWZmVmtbPj4+cHd3x7x585CSkoLNmzfjo48+0iszc+ZM7N27F5MnT0ZiYiJSUlLw888/G+3i9vzGR0RERA+9NvatcNl1IG6Kqt2whst3Y/3uExBCoLRCg/IzsbCRqqYgxGkD0LdDHaZPEBER/U0TIrxhiwK8o/ga8apXMLv0E0TE/I6XxHpdmf/T9saw4Lusc0XNSlRUFObMmYMZM2aga9euKCwsxJgxY/TK/Oc//8GcOXMQExMDf39/DBgwAJs3b4aXl9c9237qqadw7do1lJSUYOjQoXrXvv76a9y4cQPBwcEYPXo0pkyZojci7E4mJiZYs2YNzpw5g4CAALz//vt455139MoEBAQgLi4OZ8+eRa9evRAUFIS5c+fCxcU4vx9J4s5Jqs1QQUEBrK2tkZ+fDysrTksgIiKimracyMK1dZMxWvEnAOCzymEIGP0+8ksqIPu/8fiHfB8A4IWK6Xhv1gw4WhrXjkVERNT8CCEw7qs4zL/0AtxlVwBU7Sx862bMaa0nvvT7Bl9E128h9eaitLQU6enp8PLyMrqdAMnw7vX+qk+eiCO+iIiIyCj07+CEjeZPo0LIAQAvyDfji5+244vfjuBRWSIA4LqwwE2PR5n0IiKiJiFJEuYMC8UbYgLK//p8upX0qhQyzNOOx9TH2hsyRCKjx8QXERERGQWFXIaRUT2xRtMXANBKKkPropNILZChT9nH+LLyH/iycghGPeJr4EiJiKgl8XawwMhnojGh8jVcFrYAgGvCEv+umIrhQ56Ej6OFgSMkMm7c1ZGIiIiMxrAgV0TvfQkRV47hC81QbNKGAwCuwRofVP4T/q2tMLujs4GjJCKilmZQ59Zwtv435mzriytZmTBTO2FCP3/08at9rSYiahhMfBEREZHRkMkkfDiqB0Z8/jEulesPbDc1keH94Z0hl0kGio6IiFqyYA8bfP18dwDdDR0KUYvCqY5ERERkVNxszPHtv/sg2EOtO+eqNsOq57shwE1daz0iIiIiMj4PlPhavHgx2rRpA1NTU4SFheHgwYN1qrd27VpIklRje04iIiKihtTWwQL/N7EH9szqiz9e7Y1dM/ogzNvO0GEREREZJa1Wa+gQyAgJIRqknXpPdVy3bh2mTZuGpUuXIiwsDJ9++imioqKQnJwMR8fa5ydnZGTgtddeQ69evf5WwERERER15ao2M3QIRERERkupVEImk+Hy5ctwcHCAUqmEJHFJAfr7hBC4cuUKJEmCiYnJ32pLEvVMoYWFhaFr16744osvAFRldt3d3fHyyy9j1qxZd62j0WjQu3dvjBs3Drt370ZeXh42btxY5+csKCiAtbU18vPzYWVlVZ9wiYiIiIiIiKiRlJeXIysrCyUlJYYOhYyMJElwc3ODhUXNnU/rkyeq14iv8vJyJCQkYPbs2bpzMpkMkZGR2LdvX6315s+fD0dHR4wfPx67d++uz1MSERERERERUTOlVCrh4eGByspKaDQaQ4dDRsTExARyufxvt1OvxNfVq1eh0Wjg5OSkd97JyQlnzpy5a534+Hh8/fXXSExMrPPzlJWVoaysTHdcUFBQnzCJiIiIiIiIqIncmo72d6ekETWGRt3VsbCwEKNHj8Z///tf2Nvb17leTEwMrK2tdQ93d/dGjJKIiIiIiIiIiIxRvUZ82dvbQy6XIycnR+98Tk4OnJ2da5RPS0tDRkYGnnjiCd25W7s9KBQKJCcno23btjXqzZ49G9OmTdMdFxQUMPlFRERERERERET1Uq/El1KpREhICLZt24ahQ4cCqEpkbdu2DZMnT65Rvn379jhx4oTeuTfffBOFhYX47LPPak1mqVQqqFSq+oRGRERERERERESkp16JLwCYNm0axo4di9DQUHTr1g2ffvopiouL8fzzzwMAxowZA1dXV8TExMDU1BSdOnXSq69WqwGgxvl7ubXxJNf6IiIiIiIiIiJq2W7lh27li+6l3omvESNG4MqVK5g7dy6ys7PRpUsXbN26VbfgfWZmJmSyhl06rLCwEAA43ZGIiIiIiIiIiABU5Yusra3vWUYSdUmPGZhWq8Xly5dhaWkJSZIMHU6DuLVu2YULF2BlZWXocIgeWuxLRA2DfYmo4bA/ETUM9iWihmNs/UkIgcLCQri4uNx38FW9R3wZgkwmg5ubm6HDaBRWVlZG8aYjMjT2JaKGwb5E1HDYn4gaBvsSUcMxpv50v5FetzTsnEQiIiIiIiIiIqJmgokvIiIiIiIiIiIySkx8GYhKpcJbb70FlUpl6FCIHmrsS0QNg32JqOGwPxE1DPYloobTkvvTQ7G4PRERERERERERUX1xxBcRERERERERERklJr6IiIiIiIiIiMgoMfFFRERERERERERGiYkvIiIiIiIiIiIySkx8GcDixYvRpk0bmJqaIiwsDAcPHjR0SEQGtWvXLjzxxBNwcXGBJEnYuHGj3nUhBObOnYvWrVvDzMwMkZGRSElJ0Stz/fp1REdHw8rKCmq1GuPHj0dRUZFemePHj6NXr14wNTWFu7s7Pvjgg8Z+aURNKiYmBl27doWlpSUcHR0xdOhQJCcn65UpLS3FpEmTYGdnBwsLCwwfPhw5OTl6ZTIzMzF48GCYm5vD0dERr7/+OiorK/XK7Ny5E8HBwVCpVPDx8cHKlSsb++URNZklS5YgICAAVlZWsLKyQnh4OH777TfddfYjogezYMECSJKEqVOn6s6xPxHVzbx58yBJkt6jffv2uuvsS7Vj4quJrVu3DtOmTcNbb72FI0eOIDAwEFFRUcjNzTV0aEQGU1xcjMDAQCxevPiu1z/44AMsWrQIS5cuxYEDB9CqVStERUWhtLRUVyY6OhqnTp1CbGwsNm3ahF27duHFF1/UXS8oKED//v3h6emJhIQEfPjhh5g3bx6++uqrRn99RE0lLi4OkyZNwv79+xEbG4uKigr0798fxcXFujKvvvoqfv31V/zwww+Ii4vD5cuXMWzYMN11jUaDwYMHo7y8HHv37sWqVauwcuVKzJ07V1cmPT0dgwcPRp8+fZCYmIipU6fihRdewO+//96kr5eosbi5uWHBggVISEjA4cOH0bdvXwwZMgSnTp0CwH5E9CAOHTqEZcuWISAgQO88+xNR3XXs2BFZWVm6R3x8vO4a+9I9CGpS3bp1E5MmTdIdazQa4eLiImJiYgwYFVHzAUBs2LBBd6zVaoWzs7P48MMPdefy8vKESqUSa9asEUIIcfr0aQFAHDp0SFfmt99+E5IkiUuXLgkhhPjyyy+FjY2NKCsr05WZOXOm8PPza+RXRGQ4ubm5AoCIi4sTQlT1HRMTE/HDDz/oyiQlJQkAYt++fUIIIbZs2SJkMpnIzs7WlVmyZImwsrLS9Z8ZM2aIjh076j3XiBEjRFRUVGO/JCKDsbGxEcuXL2c/InoAhYWFwtfXV8TGxoqIiAjxyiuvCCH4uURUH2+99ZYIDAy86zX2pXvjiK8mVF5ejoSEBERGRurOyWQyREZGYt++fQaMjKj5Sk9PR3Z2tl6/sba2RlhYmK7f7Nu3D2q1GqGhoboykZGRkMlkOHDggK5M7969oVQqdWWioqKQnJyMGzduNNGrIWpa+fn5AABbW1sAQEJCAioqKvT6U/v27eHh4aHXnzp37gwnJyddmaioKBQUFOhGu+zbt0+vjVtl+FlGxkij0WDt2rUoLi5GeHg4+xHRA5g0aRIGDx5c4z3P/kRUPykpKXBxcYG3tzeio6ORmZkJgH3pfpj4akJXr16FRqPRe6MBgJOTE7Kzsw0UFVHzdqtv3KvfZGdnw9HRUe+6QqGAra2tXpm7tXH7cxAZE61Wi6lTp6JHjx7o1KkTgKr3ulKphFqt1it7Z3+6X1+prUxBQQFu3rzZGC+HqMmdOHECFhYWUKlUmDBhAjZs2IAOHTqwHxHV09q1a3HkyBHExMTUuMb+RFR3YWFhWLlyJbZu3YolS5YgPT0dvXr1QmFhIfvSfSgMHQARERE1vEmTJuHkyZN6az8QUd35+fkhMTER+fn5+PHHHzF27FjExcUZOiyih8qFCxfwyiuvIDY2FqampoYOh+ihNnDgQN3fAQEBCAsLg6enJ9avXw8zMzMDRtb8ccRXE7K3t4dcLq+xs0JOTg6cnZ0NFBVR83arb9yr3zg7O9fYIKKyshLXr1/XK3O3Nm5/DiJjMXnyZGzatAk7duyAm5ub7ryzszPKy8uRl5enV/7O/nS/vlJbGSsrK37xIqOhVCrh4+ODkJAQxMTEIDAwEJ999hn7EVE9JCQkIDc3F8HBwVAoFFAoFIiLi8OiRYugUCjg5OTE/kT0gNRqNdq1a4fU1FR+Nt0HE19NSKlUIiQkBNu2bdOd02q12LZtG8LDww0YGVHz5eXlBWdnZ71+U1BQgAMHDuj6TXh4OPLy8pCQkKArs337dmi1WoSFhenK7Nq1CxUVFboysbGx8PPzg42NTRO9GqLGJYTA5MmTsWHDBmzfvh1eXl5610NCQmBiYqLXn5KTk5GZmanXn06cOKGXTI6NjYWVlRU6dOigK3N7G7fK8LOMjJlWq0VZWRn7EVE99OvXDydOnEBiYqLuERoaiujoaN3f7E9ED6aoqAhpaWlo3bo1P5vux9Cr67c0a9euFSqVSqxcuVKcPn1avPjii0KtVuvtrEDU0hQWFoqjR4+Ko0ePCgDi448/FkePHhXnz58XQgixYMECoVarxc8//yyOHz8uhgwZIry8vMTNmzd1bQwYMEAEBQWJAwcOiPj4eOHr6ytGjhypu56XlyecnJzE6NGjxcmTJ8XatWuFubm5WLZsWZO/XqLG8u9//1tYW1uLnTt3iqysLN2jpKREV2bChAnCw8NDbN++XRw+fFiEh4eL8PBw3fXKykrRqVMn0b9/f5GYmCi2bt0qHBwcxOzZs3Vlzp07J8zNzcXrr78ukpKSxOLFi4VcLhdbt25t0tdL1FhmzZol4uLiRHp6ujh+/LiYNWuWkCRJ/PHHH0II9iOiv+P2XR2FYH8iqqvp06eLnTt3ivT0dLFnzx4RGRkp7O3tRW5urhCCfelemPgygM8//1x4eHgIpVIpunXrJvbv32/okIgMaseOHQJAjcfYsWOFEEJotVoxZ84c4eTkJFQqlejXr59ITk7Wa+PatWti5MiRwsLCQlhZWYnnn39eFBYW6pU5duyY6Nmzp1CpVMLV1VUsWLCgqV4iUZO4Wz8CIFasWKErc/PmTTFx4kRhY2MjzM3NxZNPPimysrL02snIyBADBw4UZmZmwt7eXkyfPl1UVFToldmxY4fo0qWLUCqVwtvbW+85iB5248aNE56enkKpVAoHBwfRr18/XdJLCPYjor/jzsQX+xNR3YwYMUK0bt1aKJVK4erqKkaMGCFSU1N119mXaicJIYRhxpoRERERERERERE1Hq7xRURERERERERERomJLyIiIiIiIiIiMkpMfBERERERERERkVFi4ouIiIiIiIiIiIwSE19ERERERERERGSUmPgiIiIiIiIiIiKjxMQXEREREREREREZJSa+iIiIiIiIiIjIKDHxRURERERERERERomJLyIiIiIiIiIiMkpMfBERERERERERkVFi4ouIiIiIiIiIiIzS/wdczSLqo/SlxAAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -778,10 +793,10 @@ "start_time": "2023-04-15T17:22:55.700666Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:18:13.190196Z", - "iopub.status.busy": "2026-06-19T06:18:13.190054Z", - "iopub.status.idle": "2026-06-19T06:18:13.227309Z", - "shell.execute_reply": "2026-06-19T06:18:13.226433Z" + "iopub.execute_input": "2026-07-08T14:29:31.727865Z", + "iopub.status.busy": "2026-07-08T14:29:31.727700Z", + "iopub.status.idle": "2026-07-08T14:29:31.763751Z", + "shell.execute_reply": "2026-07-08T14:29:31.762901Z" } }, "outputs": [], @@ -801,20 +816,22 @@ "start_time": "2023-04-15T17:22:55.779054Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:18:13.229037Z", - "iopub.status.busy": "2026-06-19T06:18:13.228886Z", - "iopub.status.idle": "2026-06-19T06:18:13.238883Z", - "shell.execute_reply": "2026-06-19T06:18:13.238123Z" + "iopub.execute_input": "2026-07-08T14:29:31.765736Z", + "iopub.status.busy": "2026-07-08T14:29:31.765585Z", + "iopub.status.idle": "2026-07-08T14:29:31.831491Z", + "shell.execute_reply": "2026-07-08T14:29:31.830513Z" } }, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_76030/64690267.py:6: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " plt.show()\n" - ] + "data": { + "image/png": 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W+PImQIMJv4bxl/58Hy9vWPQ3Nd7xLlQecFk4D3+1l6rGNkbEhfDAOaOOu88tC9IYEOhDTmUjn24vclksgiS+BEEQej/lmbDpFTVe/Df1pt4d4sZAcByYmiC/eyXNLSYLj36tJN03zEll4IDAbp3H28vIrLRoAFZklnfrHIIgCIIgCEI/YfVTUJ0DIfGw8LET7zdwEqQtAs0KG15ySSirsir4YkcxRgM8ceE4/H2Ob14f7OfN9XNSAXh1dS6aJlUOrkISX4IgCL0ZTYPv7gbNAiPOhiFzu38ug+GIcsfl3TrFK6tyKKppJj7Mnxtsb+TdZa498ZVV0aPzCIIgCIIgCH2Y2kJY+5waL/47+Id2vP/036vtzvehtd6poVisGg9/tReAK09JZszAsA73v3TqIPx9jOwvq2dr/mGnxiK0I4kvQRCE3sz+byHnJ/DyhTMe7vn5Uuepbd7qLh9aUtvMv1ZkA3DPmekE+PasNfOsYSrxtbuolroWU4/OJQiCIAiCIPRRVvwNLK0w+FRIP+fk+6fMhsih0NYAuz92aiifbi/iQHkDYQE+3DI/7aT7hwX4cM64BABHYyjB+UjiS3ArBoOBzz77DIC8vDwMBgMZGRndPp8zziEIvRZTMyy9R41n/AEihvT8nINnqm3pLmip7dKhj369j2aThSnJA1gyNr7HocSF+TM4MhCrhqyACYIgCIIgCD+nYj9kvK3G8x9QFQwnw2BQPmAAuz5yWigtJgvPLMsC4PdzUwkL8OnUcRdPGQTA0j2ltJgsTotHaEcSXzpgMBg6/HjggQf0DtEtJCUlUVJSwujRozu1/1VXXcV5553Xo3MIQp9i5T/gcB6EJMCs25xzztB4WwJNg0MbOn3YT/vL+WpnCUYD3L9k1FFda3rCtJQIADbmVDvlfIIgCIIgCEIf4seHlV/XiLMhaUrnjxt1vtrmrYH6MqeE8vbGQxTVNBMX6s+VpyR3+riJg8JJDA+gsc3Civ3ibesKJPGlAyUlJY6PZ599ltDQ0KO+dscddzj21TQNs9msY7Q/x2RyTsmRl5cXcXFxeHt304jbSecQhF5J2R5Y9081PvMJ8Atx3rntqq+8NZ3avanNzL2f7gbgmpkpjE7s2MugK0xNiQRgY26V084pCIIgCIIg9AFKd8O+L8FghNPu7dqxAwZD4iRAg31f9DiUFpOFl2yWHzfPH3ZCQ/vjYTAYOMtWLfHVzpIexyL8HEl86UBcXJzjIywsDIPB4Pg8MzOTkJAQvv32WyZNmoSfnx9r1qw5rtrplltuYe7cuY7PrVYrjz/+OCkpKQQEBDBu3Dg++qhj6WZycjIPP/wwl156KUFBQSQmJvLiiy8etY/BYOCll17inHPOISgoiEcffRSAzz//nIkTJ+Lv78+QIUN48MEHj0rSHThwgNmzZ+Pv78/IkSNZtmzZUec9Xpninj17OPvsswkNDSUkJIRZs2aRnZ3NAw88wOuvv87nn3/uUMatWLHiuOdYuXIlU6dOxc/Pj/j4eO6+++6j4po7dy433XQTd955JxEREcTFxfUblZ3QR7Ba4ctbwGpWq1vpZzv3/PbEV/66Tu3+7PIDFNU0kxgewK0LTu5l0BXsiq9dhbU0tXnWIoAgCIIgCIKgI2ueUduR50FMetePH3mu2mZ91+NQPtxaSGVDK4nhAVw4aWCXj188Og6AlfsrMFmsPY5HOJq+J5PRNDA16XNtn8DO1RR3grvvvpsnn3ySIUOGMGDAgE4d8/jjj/PWW2/x8ssvM2zYMFatWsXll19OdHQ0c+bMOeFxTzzxBH/+85958MEHWbp0KTfffDNpaWksWLDAsc8DDzzA3/72N5599lm8vb1ZvXo1V1xxBf/85z8dyanrrrsOgPvvvx+r1coFF1xAbGwsGzdupLa2lltuuaXD+IuKipg9ezZz587lxx9/JDQ0lLVr12I2m7njjjvYt28fdXV1/O9//wMgIiKC4uLin53jzDPP5KqrruKNN94gMzOT3/72t/j7+x+V3Hr99de57bbb2LhxI+vXr+eqq65i5syZR/3MguCxbP0fFG4C3xBY/A/nnz/Zlvgq3g5tjeAbdMJd9xTX8n9rcgF4+LxRBPk5921l4IAAEsL8Ka5tYfuhGmYOjXLq+QVBEARBEIReSFU27PlEjU+9tXvnGHYGLLtPVTmYmsEnoFunMVus/HulUntdN3sIPl5d1xeNGxhORJAv1Y1tbD9Uw1Tb4q/gHPpe4svUBI8l6HPtPxd3+IDYFR566KEuJWFaW1t57LHHWL58OTNmzABgyJAhrFmzhn//+98dJr5mzpzJ3XffDUBaWhpr167lmWeeOer6l112GVdffbXj82uuuYa7776bK6+80nGthx9+mDvvvJP777+f5cuXk5mZydKlS0lIUH+Pxx57jMWLF58wjhdffJGwsDDee+89fHx8HPHYCQgIoLW1lbi4uBOe41//+hdJSUm88MILGAwGRowYQXFxMXfddRf33XcfRqO6CY0dO5b7778fgGHDhvHCCy/www8/SOJL8HzqS2H5g2p8+l8hLNH51whLguA4aCiFkh0w+JTj7maxavz5k11YrBpnjYnntBGxTg/FYDAwYfAAineWkFEgiS9BEARBEAQBZfmhWWHoAogf271zRI+A0ESoK4K8tTBsfrdO8+XOYgoPNxMZ5MtFk5O6dQ6j0cCsYVF8nlHMyqxySXw5GSl19FAmT57cpf0PHjxIU1MTCxYsIDg42PHxxhtvkJ2d3eGx9kTZkZ/v27evw3h27NjBQw89dNS1fvvb31JSUkJTUxP79u0jKSnJkfQ63nWOJSMjg1mzZjmSXt1h3759zJgx4yhj7ZkzZ9LQ0EBhYaHja2PHHn1zjI+Pp7xcjASFXsC3d0FrrfIkmHKta65hMMBA2/980dYT7vbm+jx2FNYS4u/N/UtGuiYWYEJSOAAZBTUuu4YgCEKvwNymuu7WFukdCZqmkV3RwMHyBqxWTe9wBEHoT9SVQMY7ajzr9u6fx2CAobZk18Hl3TqF1ao5vL2uOTWFAN/Oe3sdy5y0aABWZlV0+xzC8el7ii+fQKW80uvaTiIo6GjlmNFoRNOOnlQcaTLf0NAAwNdff01i4tEKED8/P6fH09DQwIMPPsgFF1zws339/f27dY2AgO5JS7vDsck1g8GA1Sq11IKHk7UU9n4GBi9Y8hwYu//GelISJ0HmV1C45bjfLqlt5oml+wG4a9EIYkK793/fGcYfkfjSNM1pHSMFQRB6FXs+hW/uhEbbQt3wM+HcFyHQ/aqAvcV13PZBBpml9QCMiAvhmYvHkx4f6vZYBEHoh6x/ASxtMGgGDO5YXHFShs6Hba/DwWXA37p8+PJ9ZWSVNRDi582vZwzuUSizhqnE1+6iOsrrW4gJcd38ur/R9xJfBoPTyg09iejoaHbv3n3U1zIyMhwJnJEjR+Ln58ehQ4c6LGs8Hhs2bPjZ5+npHZsDTpw4kf379zN06NDjfj89PZ2CggJKSkqIj48/7nWOZezYsbz++uuYTKbjqr58fX2xWCwdniM9PZ2PP/74qIfjtWvXEhISwsCBXTcZFASPobUBvrataM24EeLGuPZ6J1F83f/5HhrbLEwcFM5lUwe5NJTRiWF4GQ1U1LdSXNtCYrj7kuSCIAgeQcY78Nnv1Ng3BNoaYP838PoSuGYp+AW7LZS9xXX88uV1NLZZ8PVWxSOZpfVc9O/1fPr7Uxga48Quw4IgCMfSVA1blOczp97W8/MNmaO6QlYdhLpiCO28bZKmafzLpva6fMZgQv27X7kEEB3ix8j4UPaW1LExp5ol43SycOqDSKljL+G0005jy5YtvPHGGxw4cID777//qERYSEgId9xxB7feeiuvv/462dnZbNu2jeeff57XX3+9w3OvXbuWf/zjH2RlZfHiiy/y4YcfcvPNN3d4zH333ccbb7zBgw8+yJ49e9i3bx/vvfce996r2sjOnz+ftLQ0rrzySnbs2MHq1av5y1/+0uE5//CHP1BXV8cll1zCli1bOHDgAG+++Sb79ytVSXJyMjt37mT//v1UVlYepXiz8/vf/56CggL++Mc/kpmZyeeff87999/Pbbfd5vD3EoReyYrHobYAwgbB3Ltdf7348YBBXbO+7KhvLd1Tyvd7y/A2Gnj8grEYja5VYPn7eDEiTj1I7ZByR0EQ+htF2+BL27xs6vVwZw7csAaCYqBsNyz9s9tCqW028ds3ttDYZmFqcgQb7jmdjfeczsRB4dS3mLnx7e3SjUwQBNey6T9gaoTYMTDMCf7M/mHtC8qd7GhuZ31OFRkFNfh5G7lmZkrPYwGmDVEq3k251U45n6CQTEAvYeHChfz1r3/lzjvvZMqUKdTX13PFFVcctc/DDz/MX//6Vx5//HHS09NZtGgRX3/9NSkpHf8T3n777WzZsoUJEybwyCOP8PTTT7Nw4cKTxvPVV1/x/fffM2XKFKZPn84zzzzD4MFK3mk0Gvn0009pbm5m6tSpXHvttTz66KMdnjMyMpIff/yRhoYG5syZw6RJk3jllVcc6q/f/va3DB8+nMmTJxMdHc3atWt/do7ExES++eYbNm3axLhx47jhhhv4zW9+40jICUKvpDgDNvxLjc9+2j2qVv9QZfgJR6m+6ltM3P/5HkB1rRke556V/fHi8yUIQn/EYoYvblIlPSPOhkV/A29fiBsNv7QpHra9oZJjbuAf32VSVNPM4MhA/nPFJCKCfBkQ5Mt/rpjMgEAf9pfV8+b6fLfEIghCP6S1ATa+rMazblXVXs5gsK2jeRcTX3Zvr4unJBEd0nN7IYBpKZL4cgUG7VjjKA+krq6OsLAwamtrCQ092jugpaWF3NxcUlJSuu0t1Z9JTk7mlltu4ZZbbtE7FI9FXmOCrljM8OrpUJIBoy5of9BxB5/fCNvfUqahp98HwANf7OG1dXkMjgxk6S2z8fdxoc/YEXy4pYA/fbSTqckRfHBDD70cBEEQegsb/wPf/gkCBsAftkDQMZ1tP7kOdr4PKXPgyi9cGsruolqWvLAGTYP3rpvO9CGRR33/nY2H+POnuwgL8GH9PacR6Nv3HFUEQdCZ9S8qleuAFPjjVuf53e77Et6/HGJGwu/Xd+qQXYXqnuhlNLDijrkkRTjH77uqoZVJjyij/Yz7FhAe6OuU8/ZFOsoTHYsovgRBEDyZTf9RSS//MLXS704SJ6mtzeA+o6CG19fnAfDoeWPclvSCdsXXrqJazFJGIwhCf8DUDKufUuPT7v150sv+dYMX5K6Ekp0uDefZ5QfQNDhnXMLPkl6gFA/JkYHUNpv4cEvhcc4gCILQA8xtsO4FNZ55s3ObPA2yLaqW71UeYp3gXysOAuqe6KykF0BksB+p0aq6Y3PeYaedt78jiS9BEARPpaYAfnxEjRc8BCGx7r1+wgS1Ld2JyWzhnk92oWlwwYRETh12nAcwF5IaHUygrxfNJgu5lY1uvbYgCIIubH0dGkohLAkmXHH8fcIHwchz1XjDSy4LZXdRLcv3lWE0wM3zhx13Hy+jgWtOVfYa/12bi9Xq8UUlgiD0Jna+D/XFEBwH4y9z7rmDoiBquBofOrni62B5A9/tKQXgd3NTnRsLMDVFLS5syq1y+rn7K5L46ufk5eVJmaMgeCKaBt/cocw7B8048UOPK4lOB6M3NB/m/R82sK+kjgGBPvzlrI67vroCo9FAerySMO8tqXP79QVBENyKxQRrn1PjWbcrX68TMd3W7XHvZ9Ba75Jw7MqGc8cnkhp94g6SF04aSIifN/lVTWzKE38aQRCchNUCa59V4xk3grdz/LSOYtA0tbVVOnTEf1Zlo2kwPz2WtFjn+91OHjwAEG9bZyKJL0EQBE9k35eQ9R0YfWDJc6BHV1Iff8fq19o1PwHw5zPTiQx2wWSjE4y0J76KJfElCEIfJ+s7pWwIij65smHgFIgcCqYm2Ot8n6/yuhaW7lHdfa+fM6TDfQN9vTlzTDwAn2yTckdBEJxE5ldQdVBZf0y+2jXXsFt8HNHU6XiU1Dbz6fYiAH4/z/lqL4Dxg8IBsfhwJpL4EgRB8DRMzbD0L2o882aIHq5fLLb2zkOtuUxLieDCSQN1C2Vkgii+BEHoJ2yxNTKZcPnJlQ0GA4y7RI13vuf0UD7YUoDFqjF58ABGxHVsHgxwwcREAL7ZVUqLyeL0eARB6GdoGqx+Wo2nXgd+Luoobk98FW8H64mTTa+sysVk0ZiWEsHEQQNcEkpKZBAhft60mKxklTW45Br9jT6T+OoFzSmFXoq8tgS3s+55qD0EoYkw6zZdQ8n1UStZo435PHDOKAzOahvdDUbZEl97iuvk/1IQhL5LdS5k/6DGE6/s3DGjL1TbvLWdNmbuDBarxrubCgC4bNqgTh0zJTmCuFB/GlrNrMuudFosgiD0U3J+Uo2evANg2g2uu050urpGa51Slx2H6sY23t10CIDfzxvqslCMRgNjk8IA2FFY47Lr9Cd6fZ9hHx8fDAYDFRUVREdH6/pQJvQ9NE2joqICg8GAj4+P3uEI/YHawvZVrQUPgW+QbqGYLVZeygzkH8CUgCIi4k++0u9K0mJD8DIaqG5so6yulbgwf13jEQRBcAlbX1Pb1NMhIqVzx0SkQMxI1ZHswDIYd7FTQlmZVU5RTTPhgT6OEsaTYTQamD8yhrc2HGLZ3nJOG+HmxiyCIPQdNA1+elyNJ111/O62zsLLGxLGK3P7oq0QnfazXf69Kptmk4XRiaHMdnGjp3EDw1l7sIodBTVcOrVzCw/Cien1iS8vLy8GDhxIYWEheXl5eocj9EEMBgMDBw7Ey8uJLXMF4UR8/1cwN8OgU2D0L3QN5Z1Nh1haFc0//CGirRiaayAgXLd4/H28SI0OIqusgb0ltZL4EgSh72Fug+1vqXFXfWyGn6kSX/u/dlri652NStnwi4kD8ffp/Dxowcg43tpwiOX7ynjUOhqjURamBUHoBgeXQ+Em8PaHU29x/fUSJ7UnvsZfetS3KupbeWNdPgC3zk9zueBmXFI4IAb3zqLXJ74AgoODGTZsGCaTSe9QhD6Ij4+PJL0E95C/DvZ8AgYjLP678m3RicONbTz1fRa1BNPgn0BwSzGU7YbkU3WLCWBUQhhZZQ3sKaoTFYEgCH2PzC+hqRJC4iFtUdeOHXEmrH4SDv4A5tYedz0rqmnmx8xyoPNljnamD4kg2M+bivpWdhTWMMFFPjiCIPRhNA1+elSNp1wLIXGuv2bCBLU9jsH9yyuV2mt8UjinjYhxeSjjbYmvrLJ6mtrMBPr2idSNbvSZ356Xl5ckJwRB6L1oWruh/cQrIX6sruG8+NNBaptNjIgLITBmPGQVQ+ku3RNfI+ND+XR7kRjcC4LQN3GY2v8avLposRA/AYLjoKEU8tdC6mk9CuX9TYewaiqJlRod3KVj/by9mDM8mq93lvBTZrkkvgRB6Dr7v1VG8z5BcOqt7rmm3eC+dNdRCwhldS28tUGpvW5b4Hq1F0BsqD9xof6U1rWwu6iOqSkRLr9mX6bPmNsLgiD0avZ9CcXb1Jv7vD/rGkpRTTNv2N7c7zkzHaM9CVe6S8eoFNLZURCEPktFFuStVqrfiVd0/XijsT3ZlbOyR6GYLFbe26xM7X81bXC3zmH3v1mbXdWjWARB6IdYLe1qr2nXudbb60gGJENABFhNqtLBxvM/HqDVbGXy4AHMcrG315GMHagM7neKwX2PkcSXIAiC3ljM8OPDajzjRgh2vXy6I55bnkWb2cr0IRHqwcWe+CrZqWtcoBRfAPlVTdS3SHm7IAh9CLup/bCFEJ7UvXMMmaO2uT1LfP2wr5zy+lYig3xZOKp75UUzh6qHw4yCGrlfC4LQNTLeUYknvzA45Sb3XddggLgxalyqEl8Hyuod3W3vWDjcrc30RiWoxJcs+PacLie+Vq1axZIlS0hISMBgMPDZZ591uP8nn3zCggULiI6OJjQ0lBkzZrB06dLuxisIgtD32PEuVGapFaZT/qBrKAfL6/loayEAdy4aod7cY0erb1buB4u+Dy8DgnyJt5naZ5XV6xqLIAiC0zA1w4531LirpvZHkmJLfBVnQFN1t0/zziZlav/LyUn4endvnXzggEAGRwZisWpsyu1+LIIg9DNaG9oXhOfcCYFuLvGzJ75siq/HvtmHxapxxshYpg+JdGso9kqHfSUy5+0pXX4na2xsZNy4cbz44oud2n/VqlUsWLCAb775hq1btzJv3jyWLFnC9u3buxysIAhCn8PUAitsbZpn3Q7+YbqG8+TSLKwanDEylol2T5awJFWCaWmD6hxd4wMYFhsCwP7SBp0jEQRBcBJ7P4fmw+p+O3R+988TGg9RwwFNlU12g0NVTazKqgDgsqldM7U/Frvqa83Byh6dRxCEfsTa56ChDAakwNTfuv/6ce0WH6uyKvhpfwXeRgP3nJnu9lDS49Wc92B5PW1mq9uv35fosrn94sWLWbx4caf3f/bZZ4/6/LHHHuPzzz/nyy+/ZMKECV29vCAIQt9i62tQVwShA1XHGh3ZXVTLd3tKMRqUlNuB0QgxI1SHm/J9ED38xCdxA8Njg1mVVSGKL0EQ+g5b/qu2E68EYw+bNQ2ZqxS6OSth5LldPtyu9po1LIpBkYE9CmVmahTvbDzEuoPi8yUIQieozoV1/1TjBQ/1uDttt4hTlQ5a6W4e/lKpvq6YkUxKVJDbQ0kMDyDU35u6FjMHyusdpY9C13G7x5fVaqW+vp6IiBNLFltbW6mrqzvqQxAEoc9hblWrWgCz7wAff13DeeHHgwCcMy6BNJuqykGMbZWrfJ+bo/o59tgk8SUIQp+gZCcUbASjN0z8dc/PlzxTbQ9t6PKhLSYLH2zpman9kUwboub7+8vqqW0Sny9BEDpA0+Dr28HcAimzIX2JPnFEpYGXL4a2elorc4kK9uWm04fqEorBYGhv7FQsOZGe4PbE15NPPklDQwMXXXTRCfd5/PHHCQsLc3wkJXXT4FMQBMGTyXgH6oshJAHGX6ZrKFll9Xy3pxSAG+cd58092p742uvGqI6PJL4EQehTbH5VbdOXQEj3jOSPImm62pbvheaaLh36za4SqhvbSAjzZ356zxutRAX7kWxTjW07dLjH5xMEoQ+z+2PI/gG8fOGsZ5TRvB54+dAaoaob0g353HvWSMIDffWJBRgZr1Re4vPVM9ya+HrnnXd48MEH+eCDD4iJOfGb6T333ENtba3jo6CgwI1RCoIguAGLGdY8o8Yzb9ZHyn0EL/6k1F6LR8c5PLSOwq74qsh0Y1THZ1hsMACVDW1UNbTqHI0gCEIPaK6BXR+q8RQnedmExCpvHDQo3NKlQ99Ynw/AZdMG4e3lnMeEyclK9bUlXwzuBUE4AY1V8N09ajzrDojSR2EFYLVqrGtMAGBRZAXnjk/QLRZo9/naW1Kraxy9Hbclvt577z2uvfZaPvjgA+bP79i008/Pj9DQ0KM+BEEQ+hS7P4KafAiKholX6BpKXmUjX+4oBk6g9gKIGam2VdnKkF9HAn29GRShFARZZWJwLwhCL2bHu2BqUvfYwac477yDbKqvgs6XO+4qrCWjoAYfLwMXT+mZqf2RTB6sGqVsyRPFlyAIx0HT4KubobFcNec49RZdw/nfujxW1Cr17cLIctXhXEeOLHXUNE3XWHozbkl8vfvuu1x99dW8++67nHXWWe64pCAIguditcDqp9R4xo3g2zPz4J7y0opsrBqcNiKG0YknMM0MiQP/cNAsUHXArfEdDyl3FASh12O1tpc5TrnWuWU9SdPUtgs+X2+szwNg8eh4okOcp0KenKwSXzsKazBZpCtZn0TTYP+38OFV8O6lsPV1pWzXib3Fddz98U6u/O8mnlt+gNpm8ZfzaDLehn1fKp/DC/6jaxVEZmkdf/8uk71W5XEYWK2/t+2wmBB8vAzUtZgpqmnWO5xeS5cTXw0NDWRkZJCRkQFAbm4uGRkZHDqkOsDcc889XHFFu3rhnXfe4YorruCpp55i2rRplJaWUlpaSm2tSPUEQein7P8GKrPAPwwm/0bXUMrqWvhkeyHQgdoL1AOZw+Be/3LHNFu5oyS+BEHotWR+BVUH1XvB2Iude2674qtoK1hO/tBfUtvMZxlFAFx5SrJTQxkSFUx4oA8tJit7xJy576Fp8O2d8O4lsOdTNcf58iZ46wJoa3R7OJ9sK+ScF9bw3uYCVmZV8MzyLM58bjU5FaIQ90iqc+Dbu9R43l8gYbxuobSaLdzyXgZtZivRQyeqL9YVQpO+Zdq+3kZSo9W8V3y+uk+XE19btmxhwoQJTJgwAYDbbruNCRMmcN999wFQUlLiSIIB/Oc//8FsNnPjjTcSHx/v+Lj55pud9CMIgiD0Mja8pLZTrgV/fUu531yfj8miMTU5gkm2cpQTEuM5BvfD40TxJQhCL0bT2pW/U68Dv2Dnnj9quEqomZqgdNdJd39lVS4mi8a0lE68F3QRo9HApEH2ckfx+epzrH8BNv0HMMD0G+G0e8EnCHJXwuc3qte6m9icV82dH+3EbNWYnx7LA0tGMigikKKaZq59fQt1LaL88ihMzfDBldDWAINnKs9bHXngiz1kltYTGeTLgxedAuG2zrZlu3WNC5DOjk7Au6sHzJ07t8Pa0tdee+2oz1esWNHVSwiCIPRdijMgf62Sc0+5VtdQWkwW3t6ojIyvOTX55AfYfb7K9Zd920sd95fWo2ma7v4LgiAIXSLnJyjJAJ9AmPY755/faFTljge+h4JNkDjxhLtWN7bx7ia1aP37jpS/PWBS8gB+yCyXzo59jfJMWHa/Gi/+O0y7Xo0HnwqvL1EKsCFzYdJVLg+lxaTUOmarxllj43nh0gkYDAbOGpvAuS+sIaeykQc+38PTF493eSxCJ9A0+PIWKN0JgZFw/r/B6KVbOO9uOsS7mwowGODpi8ercu/YUcqPt3wfpMzWLTaAEbLg22Pc2tVREASh32NXe426AEL17RLz6fYiDjeZGDgggAUj405+gAcpvoZEB+FlVH4HZXXS2VEQhF6EpsGKv6vxxCshKNI110mcpLbF2zrc7ZXVOTSbLIxODGX2sCiXhDJ+YDgAOwrE6qTPoGmw9B7l/Tn8TKVctDN4Bsy3JcSWP+iWUrFXVuVQVNNMfJg///jFWMeCWHSIHy/8aiIGA3yyvYjNojr0DDb9B3a+BwYv+OVrEJ6kWyjbDx3m/s/3AHDHGcOZkxatvuGY93rOgq8kvrqPJL4EQRDcRX0p7P5Yjae7YIW/C2iaxn/X5AJw1SnJeBk7oZiKtk0AavJ18e04Ej9vL5Ij7Z0dZRIgCEIvIvNr1W3ROwBm3uS66yTYVF5FJ058Fdc0O94Lbj49zWXq2dEDVeOUoppmqhpksaJPcGgDZP8IXr6w8NGfN2eYdoOaNzRXw9pnXRpKfYuJ/6zKAeDuxSMI8ju6qGnioAFcMkUlVh7/Zp90xtOb/HWw9M9qfMbDuqqpKupb+d1b22izWFk0Ko7fz01t/2a05yW+cisbaTNLk5DuIIkvQRAEd7H5VbCaYNCMDstO3MHqA5UcKG8g2M+bi6d0cpUtKBKCYtS4Qn+De/H5EgSh12Fug+U2JcyMG12r/LW/z1QdgJbjK62e/H4/rWYrU1MimJ8e47JQQv19GBIdBMDOQlF99QnWv6C24y6FiCE//76XT7vqa/P/uVT19f7mAupbzQyNCWbJ2OP/T926IA1fbyPbDtWwPqfKZbEIJ6G2SPl6Wc0w5pcw/fe6hdJmtnLj29sorWthaEwwT1407ujkv13xVbHPrV51xyM+zJ8QP2/MVo3cSn0Xn3srkvgSBEFwB6YW2PJfNdZZ7QXw37Vqhf+XkwcS4u/T+QNjRqitB6x+DYtp9/kSBEHoFax5RnVyDIxyvZFzUBSEDVLjkh0/+/a6g5V8sk11cvzzmeku90ocZyt3lMRXH6A6RykXoePERdoiiB2jzMu3/J9LQjFbrPxvbR4Avzk1BeMJFOwxIf4O1dfLK3NcEotwEkzN8P6voLEcYkfDkud+rhR0Iw99tYdNedWE+Hnz719PIvgYpSBRw1QpZkst1JfoE6QNg8FAmm3Bd78s+HYLSXwJgiC4g31fQFMVhA6E4WfpGkpBdRMrsyoAuHJGctcOjrYlviqznBtUNxgWq7qgZUuLckEQegNle2HVE2q8+O/u6eqbMF5tjyl3bGozc/cnqtvjr6cPZnxSuMtDGWsrd9xZWOPyawkuZvP/ARoMXdC+IHY8DAY45Q9qvPV1sFqcHsqPmeUU1TQTEeTL+RMSO9z32lOVMm1VVgWHqpqcHovQAZoGX94MxdshIAIueQd8g3QL552Nh3hrwyEMBnju0vGkRh+ns663H0TaSh89YME3zTbvPSCJr24hiS9BEAR3sPU1tZ14BXh1uaGuU3l/cwGaBqcOjSI5qouTjqg0ta084PzAuoh9kpJd0Sh+HYIgeDat9fDhlarcPW0xjP6Fe65rL3c8wuBe0zTu/ngXh6qbSAjz585Fw90Syli7wX1hrdyzezMWM+z6UI0nX33y/UeeCwEDoLYADi53ejh21eIvJibi79NxV8BBkYHMthmXv2PrZCq4ifUvwM73lYLqotdhwGDdQtmcV839X+wGlJn9aSNiT7yzBxrcS6VD95DElyAIgqupyIL8tWAwwoTLdQ3FZLHywZYCAC6dOqjrJ7Anvir2OzGq7pESFYTBALXNJiob2vQOR+gvtDXClv/Bu5fBy7Pg9XNg3QvQ5n71gNWqsXxvGbe9n8HZz6/mgn+t5e/fZVJS2+z2WIQOsJjhk+uVUjYkAc75p/vKexwG99sdX/r3qhy+2FGMt9HAs5dM6Fq5ew8YlRCKt9FAZUMrJbUtbrmm4AJyV0BDmVLtDF1w8v19AmDcZWpst3xwErVNJn7MLAfg/AkDO3XMZba5z4dbCsQk3F1k/wjL7lPjRY/ramZfUtvM797aismicdbY+KPN7I9H9BE+XzpjT3wdKJdKh+6gr+xAEAShP7DtdbVNWwRhHcvwXc2PmeWU17cSFezLgpEdrHCdCHvi63AemFuVDFwn/H28SBoQyKHqJrIrGogO0S8WoR+gabDnE/juz9BQevT3cleq1uyXvguxo9wSzs7CGv7y6W52FR3tl7TtUA1vrMvj7xeO5ewTmDwLbsRihk+vg/1fq+53F78Jwa4zkf8Z9lLH2kPQWMlrGfX87VvVnOQvZ6UzNSXCbaH4+3iRFhvC3pI6dhbWkBAe4LZrC05kx3tqO/oX4O3buWMmXQUbXoQDy6CxUvnPOYGvdhXTZrEyIi6EkQmdKx2enx5DdIgfFfWtrMqqYH535kJC56kvhY9/C5oVxl8OU6/TLRSLVePm9zKobGgjPT6UJy4ce3JvQw9UfOVVNdJispxU4SgcjSi+BEEQXImpBTLeUeNJV+kaCsC7Nmn/hZOS8PXuxltASBz4hoBmgepcJ0fXdVJtXcLE50twKVYLfPMn+OgalfQKHwyn3weXfQiLn1DefTX58NrZblFDfrS1kAv+tY5dRbWE+Hnzm1NT+M+vJ/HMxeOYOCicxjYLN727na936mvG2+9prIS3zofdH4PRB375Ogyc7N4Y/MMgchgA73z6GQ98uReAG+elctUpye6NBRiXpHy+dojBfe/E1AKZ36jx2Is7f1x0GsSPU3OHvZ85LZyvdqh73Mm8vY7E28vI2WPjAfhiR7HTYhGOg9UKn14PTZXKzP6sp3Q1s3/+xwNsyq0myNeLl341kUDfTmiAHImvTPXz6EhUsC8DAn3QNDgoqq8uI4kvQTgRzTVQla1ULTrTYrKQW9lIfYtJ71CErpL5FTRXQ2giDJ2vayiFh9tN7e2djbqMwaAmsACV+pc7Do1RPl8yARBchqkZPrgCNr8CGGDOXfCHzTDrdkg7A6ZdB79bq0rKmqvhw6vVw6EL0DSNF348wB0f7sBs1Vg8Oo4f75jLX88eyRmj4jh/wkA+uuEULpmShFWDOz/aQZ60PXc/VgtsexNemAK5q8AnSCm9RpypSzgVYUqFWLZvHQC3zB/GHWcMd3kXx+Mx1tHZscbt1xacQN5qMDVCSHzXk7ijL1Tb3Z84JZTaZhOb86oBWDQ6rkvHnjNOqWGX7S2jqc3slHiE47Dun5CzAnwC4cL/go+/bqFszqvmnz8of9pHzx/TeY/biCFKrWtqVD51OmIwGByqrywxuO8ykvgShGOpLVTeLf9Igecnwt+T4du7VSLMzbSYLDz05V7GP/Q9855cwdgHv+e6N7aIuqU3caSpvVFfSfIHNlP7mUMju25qfyQOg3v9OzseaXAvCE6nqRreOFclsL384Jevwbw//7zENyAcLnsfgqKhfE975z4nYrZY+ctnu3nye/V/d/2cIbx42cSflfgajQYePX8M01IiaGyzcOfHO8VI3F00VcPa5+Cf4+GLP6hEaHQ6/PYHGL7YraG0mi18ur2Q8/+1lpf3q/vkOJ8CXr58ErfMT9Ml6QUwOkEpvvYW18nrsjeS9Z3api3sunJn1Plqm78Oaot6HMqqrArMVo2hMcEMjuzanGZ8UjhJEQE0myz8sK+8x7EIx6EiC356TI0X/x2i3dNE43i0mCzc+dFOrBpcMDGR87qgEMTLp33e6wHljsPjbAb3kvjqMpL4EoQjKc+EV+crLw7NCt4BYGqCjS/Bf+ao77uJ+hYTl7+6kf+uzaXFZCXAxwtNg+/3lrHk+TUs3VN68pMI+nI4X62OYoDxv9I1FKtV42Nb56OLJndT7WXHYXCvf+LLrvjKFsWX4GwO58H/nQEFG1W52K8/hVHnnXj/4Bg462k1Xv+CUx7s7DS3Wbjhra28s1G1Xn/wnFHcszgdo/H4D55eRgNPXTQOP28jm3KrWS4Pdq6lOAM+uxGeTlcGzjWH1GtmwcNww+r2Uhk3UFLbzBNLMznl8R+59f0dbD9Uw35DMgBzwkq7rIxxNsNig/EyGjjcZKK0TgzuexWaBllL1TitG4nc8CQYNAOw+SX2kB/2lQFwenrXPfMMBgNLbB6IUu7oAqxW+PImsLSqBggTfq1rOM8uP0BuZSOxoX48cE43fDijR6itBxjcD7Mb3JfJvLerSOJLEOy01MF7l0J9iVqhvXET/KUELv8Ewgeph6DXl0DlQZeHomkad328ky35hwnx9+a/V01m70MLWXbrbGYMiaSpzcLv394myS9PZ9cHapt8qprw6cjmvGqKapoJ9vNm4agePvh4oOKrqKZZyhUE51GcAa8ugKoDyr/rmqWQPPPkx6UvUQ925hZY/ZRTQqlqaOXSVzawfF85vt5GXvrVRK7shDfTwAGB/ObUFACeXLpf1DXORtNg/7fwv7PUwljGW+rvHjcGznkebsuEmTcptYAb2FNcy83vbWfW33/ixZ+yqWpsIy7Un9sXpPHMzeqh06v2kC7q9SPx9/FimG3BYm9xna6xCF2kbI8q9fL2735XvlEXqO2+L3sUitliZYXNuuH0Ed0zp19iK3dcmVUh8wdns+11OLQefIPh7Gd09fXKLK3jldU5ADx87mhCu9PF1oMM7ofbEl/7S0Xx1VUk8SUIdpb+GapzICwJrvpaSXINBhh6Oly3EmLHQGM5vHsJtLjWlPXjbUV8s6sUHy8Dr18zldNGxGIwGBgWG8Kbv5nK+RMSbZ1JtsvE0VPRNNhpS3yNu0TfWIDPMpT6ZPHouJ53gbHL1SsP6G70OSDIl8gg1VUqR8odBWdw8Ad47Sx1v48dDdcu67xix2CAeX9R44x3VOlbDzhU1cSFL68no6CGsAAf3rl2GotGx3f6+OvnpBLk68X+snrWHKzsUSzCEZTsVK+Rdy+B/DVg9Fb+Rdd8D9evVqXtvoFuCaWivpU7PtzB2c+v4fOMYsxWjakpEbz0q4msvmsefzx9GNHRcRA2SB1QusstcXXEyHjVfW+PzF96F/YyxyFzu//6HnGW2hZsgoaKboey7VANNU0mwgN9mDgovHuhxIUwKCKQNrOV1Qfk/ug0Wurgx0fUeN5fdF341TSNR77ah8WqsWhUHGd0d+HXPgeocF/lz4mwLxwU1TTT2CoJ264giS9BALW6v/0tNb7gFQiKPPr7gRHw60+UQXnVAfjs9yqx4QIaW838/Tt1Y711QRoTBw046vveXkaeuHAss4ZF0WKycv1bW6gT03vPo3i7UkR5+0P6ObqG0mKy8JWtu9v5E7vga3AiBiSrBz1TI9TrXyLQ7vMlsu8+j9WqVLf561Tywdkm8lv+B2//EtoalKLh6m8gNOGEu5fWtrAlr5qMghpqm2334eRTlerH3Nzu8dcNtuZXc96/1pJb2UhieAAf/24Gk5MjunSOsAAffmkrbf7vGv27sPZ6rFZY9zy8Mg/y1yo7hJk3wy274ML/g0HT3KpsWJlVwaJnV/HR1kI0Dc4eG89XfzyVD66fweIx8fh4HTHNjxujtp6Q+EpQiS9ZuOtlHOnv1V3CElV3RzQ4sLTbp/khU5U5zk2Lxture4+zBoOB+elKLbZ8b1m3YxGOYc3Tqotj5FCY+ltdQ1mxv4I1Byvx9TLy5zN7UHLuqHSQBd/eTCd6eApCP+DHhwFNrdgOnnH8fYJjVFem/y5SRscZb8OEy50eymvr8qiob2VwZHuZyrF4exl5/tIJLHlhDQXVzTz85V6e+OU4p8ci9ICd76vtiLPAP1TXUH7MLKe+xUx8mD/TUyJPfsDJ8PKBiFTV1bFiP4QN7Pk5e0BqTDCb8qqls2NfxtymvBY3/hvqjvDOMvrA4FNg7EUw8jzwC+7e+S0mWP6A8uYCGHMRnPsiePv+bFdN01i6p5R//nCQvSVHP7inx4dyzrgELht7LWGlN6sFlVNv7XIy5NPthdz18S7azFZGJYTyv6umEBPavW5YV52SzGvr8liZVUFpbQtxYfp11erVmFvhk+tg72fq8xFnK8Nmne5//16ZzePfqkWyEXEhPH7BGCYcs1B2FHFjlH+pJyS+bIqvY/9/BA+moQIKt6hx2qKenWv4mVCyAzK/6fY82m5If1p698oc7cwfGcN/1+byY2Y5FquG1wl8E4VOUlsI6/+lxgsedlup9/GwWDUe+0aVJl41M5lBkT1Q4Q5IUfMNUxPUFSoLHB1JjQmmKreagxX1jBkYpmssvQlRfAlC2R44uBwMRjjtLx3vmzipvYzlu3vUDd6JtJot/G9tHqDajft5n7gkLTzQl6cvGo/BAB9uLXSYfAoegMUEuz5S47EX6xsL8InN1P7c8YknNMPuMlHD1LbygHPO1wNSo1U3J1F89VEayuG/ZyjT8LoipbKJSIWAAWA1Qe5K+PxGeGoEfH27uqd3heoctaBhT3rN+wtc8J/jJr1MFit/+mgnN7y1jb0ldXgZDQyKCCTOlpTaV1LH37/L5NSvQmk1+EN1NtZDmzodSn2Lids/2MGt7++gzWzljJGxfHjDjG4nvQCSo4KYkjwAq9Ze8ix0EVOLKmvc+5lqa3/W03DxW7olvZ5cut+R9PrVtEF8duPMjpNeAPFj1dYTEl82xdeh6iZRrPcWDnwPaBA3tkMVbKewdzjN/hFMzV0+PL+qkYPlDXgZDcxJi+5RKFOSIwj196aqsY3thw736FwCsOZZZWg/eKbbO9keyze7SjhQ3kBYgA83zhvas5N5eUNkqhp7UGMnWfDtGpL4EoT1L6pt+jkQMeTk+5/yRxg4BVrr4MtbnFry+HlGMZUNrcSH+XP22JNPLKYkR/CbmUoVds8nu6iXCaRnkP2TknkHRkHqabqGUt3Yxor9amX0AmeUOdpxyL73O++c3SRVJgB9l+Ya5aVUvF0lus55Ae7Kg5u2wZ258MdtcNpfVSKsrR42vwovnQL/txB2vN9xKWRTtUqmvTgdiraoLnwXvQFz7jyuQstq1bjl/Qw+2lqIl9HAjfNS2fKX+ay6cx4b/nw6W++dz98uGMOU5AHUW/34yjwZgC/efJp/r8ymurHthKG0mi28vTGfeU+u4ONthRgNcNPpw3j58kkE+vZcnP+LiSpB8+k2SXx1GasFPr1OPaT7BMFlH8CU3+hm1vzq6hxe+Ek12bln8QgePX9M53wb7aWOFfuUek1HwgN9SQwPAGCflDv2Duxljs5IZsSNVU1DzM2Qs7LLh/+YqeY0U5IHEBbQM0WRj5eR00aorpDLZAG5Z9SXwbY31Hju3boa2lutGi/a7pPXzEzp8esE8Kh579Bomfd2Byl1FPo3rfWw51M1nv77zh1j9ILzXoJ/zYCDyyDza0g/2ynhfLC5AIArZiQf7c3RAXcsHM7yfWXkVTXx3PID3Hv2SKfEIvQAe5njmAt1lXkDfL2rBLNVY1RCKGm2TjBO4UiDe52xTwDyKpswW6zd9vsQPAxNg49/o7zyQhPhyi/bV1xBTaojU2H2HTDrdqX82vJfdU8u2KA+vrtbdVpMmAAh8aBZVVeyvNWQ9b1amQZl1nzOCx2a8L60Mpuvd5bg42Xg37+exGnHdBKLDPbjkqmDuGTqILLK6tn0fSlkr+EU0wamfbuXp5ZlMT89homDBjAoIhAfLyPl9S1sP1TD0j2lHG5SCxcpUUH848KxTOmin1dHLB4Tz18/383+snpyKxtJiQpy2rn7PD8+DHs/V0qvy97rfjc7J/DDvjIe+VqV7ty1aATXz0k9yRFHEJYE/uHQUqMMmuP1tUdIjw+lqKaZvSV1TBvihBJ8wXWY21TiF3rm72XHYFAJtM2vqPLb4V0rnbSXOc7vYZmjnfkjY/kso5hle8u4Z3EPfKD6O+ufV++pA6dC8ixdQ/khs5zM0nqC/by5qhNdkDtF9HDYh0d0NBfFV/eQxJfQv9n7uarXjhwKSVM7f1zUMNWmfPVTquQx9bQed3DKq2xkS/5hjAb4RReUOf4+Xjxwziiu+t9m/rcuj19OTmJ4nBMTHELXMDW3r4yO+aW+sQDf2Eztzx3fw9KEY7GXOlbov/KVGB6Av4+RFpOVgsPN8lDfV9j2hipD9w6AS987Oul1LAaDSl4NmQv1pbDtTWUsX1eo2qpve/34x8WNhdPuhWFndLg6va+kjmeWqcnuI+eN/lnS61jSYkNIu/RytH/cR0xbDRfElPFxeTzf7Crlm12lxw8l1J8b5gzhV9MHd3rho7OEBfgwfUgkqw9UsmxvKdfN7kLCpD9zYBmseUaNz/2Xrkmvoppmbv9wBwCXTx/EDXM6oVA/EoNBqb7yVqtyR50TX6MSQlm+r0wM7nsD+WtUw4/gWIif4JxzDl+kEl8HlqlFjk6qg+pbTGzMrQJwKLV6ypy0aLyNBnIqGjlU1dQzL6j+SkstbP6vGs/+k65qL4CXV2YD8OsZgwkLdNICdJRtwdeDSh3zq5owWaxOnzP0VeS3JPRvMt5V23GXdv0mPet2tYJae0h1MOkhn2xTfmGzhkV32c9l7vAYFo6KxWLV+Ovnu9Fc1HFS6AQHf1ATxNCByhNORyobWh0TxMWj4517crvku7EcmvX1xTAaDQyJsnV2lNWvvkHzYVj2VzU+7d52f6LOEBIHc/4EN++Ayz6EmbdA6ulK9ZUwAdIWw7x74boVcP0qpWDo4P6vaRr3fb4bs1XjjJGxXDS5k63Zvf0wDFsAwFNji/jiDzO5fUEaZ4yMZXxSOCPjQ5k1LIrrZg/htaunsOaueVw1M8VlE9gFI1Wy7vs9Us7TKZqq4dMb1HjKb2GsfgsZmqZx+wcZ1DSZGDswjPvOHoWhOw+WcZ7n8yUG972ALFv3xWFngNFJ96fBp6pFjfoSKN/X6cNWH6jEZNEYEhXEkOhuNjM5hhB/HyYNVh55Kw9UOOWc/Y6Md1Wn7+gRYHvf04vdRbVszT+Mj5eBq2cmO+/E0Z5T6hgf5k+Qrxdmq0Z+lXR27Cyi+BL6LzUFahULA4y7pOvH+wbBosfh/cth7XMqedaRIqEDNE3jk+3Ke+UXk7pnlvvXs0eyMquCTbnVfJZRxPkT9O2012+xd/waea7uK17f7S7FqsHYgWEkRTh5BdMvBEISoL4YKg9C0hTnnr+LpMYEs7ekjuyKBubjnPIHQUfWv6hWkGNGwfTfde8cXt6Qdob66AGrD1SyOe8wft5GHjp3dNcSDsPPUuX0+79h7Pz7GTswvEex9IT56bHc9/keth46TGVDK1HBfrrF0iv4/l7l1RidDmc8omsoH24tZENONQE+Xjx/6QR8vbuZfLD7fJXsdF5w3cTe2TGrrJ42s7X7P5PgWjQN9n+rxs40K/fxh+RTlWXIweUQ2zmbDkc3RyepvezMGR7NxtxqVu6v4NfTBzv13H0eTVP+mgBTrtV97vvWhnwAFo2OJybEiV2MI22VDk1V0FgFQfqVaBsMBlJjgtlZWMvB8kaGxkilT2eQdxmh/7L/G7UdNKP7nZlGnA1D54OlDb75U7eN7veW1FF4uBl/HyMLuulZMHBAIH88Td2UH/smU4zu9cDUAvttZY6jztM1FIBvd6syxzPHOFntZceDVr/E6LMP0VQNG15S43n3KF9FndA0jadtJY6XTx9MXFgXJ9HDFoDRW3kqHc5zfoBdICE8gNGJoWgarNgvqoYOyV0FGW+r8Tn/VA/pOlHV0Mpj3yhFzK0LhjE4sgel3PbEV+kusFqdEF33GTgggFB/b0wWTe7bnkzFfqjJBy8/VUruTIbOV9uDyzu1u8Wq8ZOtWc9p6U5OfNm6Q67LrqTNrO//Rq8jdyVUHQDfYN07mdc2mxzdi52ewPQNhLBBauwB895U27xXOpp3Hkl8Cf2XzK/VdsSZ3T+HwQCL/6FMb7N/gMyvunWaZXtV6cmsYdEE+Hb/Ie/aWSmkRAVRUd/Ks8v1Nx3vd2T/qDrLhSRA4mRdQ6lqaGV9tipzPNPZZY527OWOHuDzlRqjHgYPygSg97P5VVUuHDdGLS7oyIacajIKavD3MXJDV4zE7QSEt98LutG9zNnMHmZ7uDtYqXMkHozVAt/epcaTr+ma/6cLeHpZFjVNJtLjQ7na1sW520QPV/OVtnqVzNARg8Eg5Y69gSyb2itltqp0cCb2xNeh9dB68vfujIIaqhvbCPH3dmrzD1AKxOgQP5raLGzJr3bqufs8m/9PbcddAv6huobyybZCWkxWRsSFMCV5gPMvEO05814xuO86kvgS+ifNNZC/Vo2H9yDxBaq88ZSb1Pi7e6CtqcunWG5roWz3YOkuft5e3L9EycVfW5dHZqlMJt3KkWWOzvLB6CZL95Rh1WB0YqjrjFrtsu+qbNecvwvYPb5yK8XroFdjtcBWmxH9KTfpXjLx9kaVHLhg4kCiQ7pZGmhXSeSscEpMPWHm0CgA1hysFC/IE7HrIyjfC/5hcPp9uoaSX9XI+7Zuzw8sGdlz/zcvH4ixda0r9YRyxzAA9hTX6hyJcELs/l7O6OZ4LJGpED5YVU3krTnp7j/Y5spz0qKd7oVoMBgcCwMrs0QR22maqttLYSddrW8swMc2v+TLpg3qng/iybAb3HtAZ8dUqXToMpL4EvonB5aB1axMGLvpy3UUDqP7AtXpsQsU1zSzu6gOowFOd4JnwZFG9/d9vkcebtyFubX9zb8/lDlC+/9O1UHXXaOTJEep5F5Nk4nDjW06RyN0mwPLVCfGgAhIP0fXUCobWlm6R3VgvGzqoO6fyJ74yl2pe3nZpMED8PM2Ul7fKuURx8PcBiseU+OZN0OACxQDXeDpZVmYrRpzh0czbYiT/GRiR6tt2V7nnK8HjIhXvjT7S+t1jkQ4Lk3VULBRjdMWOf/8BgMMPV2NO1Hu+GOmKnOc301LkJMxO00tDKyUUvDOs/czsJogdgzEjdY1lANl9ewuqsPbaGDJWCd3MrfjsPjQP/FlV3xlVzRgtcqzXmeQxJfQP9lvK3PsqdrLjm+gMroHWPfPLilg7GqvSYMHEOkks+G/nj0Sfx8jm3Kr+Tyj2CnnFE5C7mporYPgOBiob2lMbbPJUebo9G6ORxJlU3xV54DF7LrrdIJAX28SbP5LOZXyQN9r2fqa2o6/TFdfJYCPtxZismiMGxjG6MSw7p8ocRL4BClD3PI9zguwG/j7eDHZVv6x9mCVrrF4JBlvKy+2oBiYdoOuoWSV1fPFDvX+fccZw5134hibibjOr0WAEXEq8ZVZWi+LdJ7IgWWgWVWyNLyT3Wy7Sid9vgoPN5FZWo/R0O7H5WxmDYvGYFCvx7K6Fpdco8+x8wO1HXuRvnGAw9tr7vAYBgT5uuYidsVXhf6Jr8GRgXgbDTS1WSiR12unkMSX0P+wmOHgD2rsrMQXKC+a1NOVZPvbOzttdO+KFayBAwL5w7yhADz6zT4xuncHdh+M4Yt0L3NcmVWB2aoxNCaYlCgne3IcSehA8PZXq321h1x3nU6SEq1+1pwKKXfslTRVqw5fABOv1DcWcCwaXDylB2ovAG9fSJ6pxh5W7igcgdUK655X41m3Od/PqIv8Z1UOmgaLR8f1LPF6LLGj1NYDFF/DYkIwGqC6sY2Khla9wxGOxd4EyhVljnZSZqsGIIdzO1w0Xr63fZHYVUmNiCBfR+ddKXfsBIfzlD8bBhhzoa6hWK0an21X79nnT0h03YWibYmv2kPQpu9c08fLSLJtji/ljp1DEl9C/6Nkh1Lm+IdB4kTnnddggDOfUMaxB5fD3s9PeojJYmVTrjLRnDXMuStYv509hOTIQCrqW3nqe/1XJvo0mtbezdGZydRuYp8guqocwIHRCBH2ckfx+RJ6SObXqgQ9dkx7OYFO5FQ0sLdElUwsHh3X8xMmn6q2hzb0/Fw9ZLqtZG5r/mFR2RxJ1rdQna3mBhN+rWso5XUtfG5TL1w3e4hzT25PfFXn6P7gFuDrRbKtS6WUO3oY5tZ2Fdbws1x3Hb8Q1V0d2helj8MyJ3nhngy7mkwSX51g10dqmzIbQl1UWthJth46TFFNMyF+3pzu5I6fRxEYAYFq8YhK/ZuISUfzriGJL6H/kbdKbQfPBGP3Oygel8hU5QsC8PXt0NjxivrOwlqa2iwMCPRxSP6dhZ+3Fw+dq+rtX1+fx8YcKWtxGaW7lC+Rd4CaAOiIyWJlxX67itCFb/527D5fHjABsKvbRPHVS9nzqdp6gEfeN7uUR97MoVHOURckTVfbQxs6rQZ2FaMTwvDzNlLd2EaOJInbWfeC2k6+BvyCdQ3l9fV5mCwakwcPYMIgJ/uMBcdAUDSgQUWmc8/dDew+X5klkvjyKHJXq+66wXGQMMG117L7fGUfP/FV22RiY45aJF4w0gkLER1gT3ytOVCJRXyTOmbfF2o7+hf6xgF8u0v5cS4YFYu/j5Of7Y4lynN8vhwdzSXx1Skk8SX0P3JXq23yLNecf/afIGYUNFXCV7d2+JCzwZaMmpYSidHo/O4js9OiuWRKEpoGd3y0g8ZWfX2Y+ixZNrVX6jzwCdA1lC15h6lrMRMR5Ov8B6bjYff58gCD+yG2UkdRfPVCmqrbywBHna9rKABf7VSJr7PGOskjL2G8UgM3VSqljY74ehsZZyvn2Zp3WNdYPIbi7XBoHRh9YOr1uobSYrLw1gZVOn7tLCervezYfb7K9Pf5Gh4bCihfJcGDyPxKbUec6Xr7BrvPV+4qpTQ7hp/2l2O2agxztX0DMG5gGGEBPtQ2m8goqHHptXo1NQWqgsZg1L3SQdM0RyOahaNcmxgF2hXpFftdf62TcKTBvXByJPEl9C8spvZSkxQXJb68/eD8l5Rnwb4v2o0fj4PdgHxGqpO6NR2Hv5yVTmJ4AAXVzTzy9T6XXadfY+/mOHyxvnHQ3u573vAYvFyQTP0ZkcpLjir9FV+OUseqRlmp7W0c+B40iypzdEan3R5QUK1MlL2MBs5wVlmNt1+7asIDyh0nDlZJ8S351TpH4iHYmyqMOh9CXdgQpBN8u7uE2mYTieEBrivr8sDOjpmldTpHIjiwWo+Y17iwzNFO7GgIjgVTk80z6miW7XVPmSOAt5eRU20+iKuk3PHEZNqahCVNh2DXNBvoLHtL6iiqacbfx8hsJ9vGHBe7wX2lByS+otX9M1sUX51CEl9C/6JoG5gaISBCqbJcRfw4mH2nGn91C5T/POHUarY4HjpOcWHiK8Tfh39cOBaDAd7ddIhPthW67Fr9kroSKN6mxsNcaADbCTRNc3QJdUuZIxyR+NLf4ytxQAC+XkbazFaKa5r1DkfoCge+V1tXmih3Enup8KRBAwgPdKKJctI0tS3Y6LxzdpPJjsSXKL5obWj3qpmkf1OF9zYVAHDxlCTXLV7E2hVfu11z/i5gt3k4UN6A2WLVORoBUArIhlLwDXHdIvGRGAyqORT8rLtjq9niuCe7I/EF4vPVKRyKQDckRk/C0j1q3jt7WDQBvi4uc4R2xZcHWHzYSx2rGts43NimczSejyS+hP6F3d8r+VTXS7dn3wEpc9QK1vuXQ3PNUd/eUVBLi8lKVLCfQ6rqKmYOjeKm01RJ2p8/3cWe4lqXXq9fcWCp2iZOghD3TMpORHZFI3lVTfh6GZnlonbfP8Oe+Kor0t0o2ctoYHBkIIB4F/UmrBbI/lGNhy3QNxZgxX71sDNnuJP/hwbZfL48IPE1yZb4yqlopLq/T5b3fKq8jCKGKO9PHcmpaGBjbjVGA/xy8kDXXcjR2XGP7p5zSQMCCfT1os1sJa9K7tsewX6bmmfYfKVWdQd2n6+DPx715fXZVTS2WYgJ8XOUaLuaWWlK8bWzsEaSCcejqRry16mxByS+vndnmSO0K76qssGir4VMoK83ieHKYuWglDueFEl8Cf0Lu7+XOwzIjV5w4X8hNFH5H717CbQ1Ob5tL3OcPiQCg8H1JWk3nT6M2WnRtJisXPW/zeTLBNM5ZNmVKvqXOf6UqVZFpw2JINjP2z0XDYxQCkrwCNWX3f8jVyYAvYeirdB82NZpd7KuobSYLKyz3ZvnDXeyatKu+KrIVA8OOjIgyJdUmyfe1v6u+tr2htpOvEIpT3Tk/S1K7TV3eAzxYS70i4weobx5mquhocx11+kERqOBtFh7uaP4fOmOprU3GhlxtvuuO2QeYIDyPVBX7Pjy1za/xQUjY13ihXs84sMCGB4bglWDNQc7blLVLzmwTFkTxIyCiBRdQyk83G5NcNoIN1U6hA0EnyCwmuBwrnuu2QGpMdLZsbNI4kvoP5hb21faXWVsfyxBUXDZ++AXpnwLPvi1I/m1Pke9mbrS3+tIvIwGnr9kAiPiQqiob+Xy/9tIQXXTyQ8UTozFpMxYQa2M6syqA0qpMtfZD+wnw2Fwr7/se4ittbMovnoRB5apbepp4OWmhO0J2JxXTbPJQmyoH+nxzu20S1BUu0KycItzz90NJg9WCet+nfiqyobCTWDwgnGX6RqKxarx6bYiAC6anOTai/kEQITNS88DDO7TpbOj51C8TTXg8AmEtEXuu25QJCROVGObArjFZOG73UrNc864BPfFAsxOE5+vE2Lvvpl2hr5xAKuy1LPUhKRw53Rg7gwGQ/u81xMM7qMl8dVZJPEl9B8Kt4C5BYJiIHq4+64bN0Ylv7wDlHfBG+fQUl3EtvwaAGYMcU/iCyAs0Ic3rpnKoIhACqqbueClddK1picUboa2egiMhLhxuobSYrKwKVepSGYPi3LvxT3I52tIlHR27HXY/b2G6T+J/inTVuaYFu0aJW7iJLUt3u78c3eRcUnhAOwqqtE1Dl3Z/bHaDpmre6n6ptxqyutbCfX3Zt4IN5Sqx3pSZ0dRfHkMdr+74WeCn2ttOH7GMT5fK/aXU99qJj7MnynJEW4NZU6aWkBcdaACTedyYI/CaoXsn9Q49TR9YwFW2xZ8Z7nD1P5Ioj3I4F4UX51GEl9C/yHPVuaYfKr7yxkGz4Bffwr+4VC4Ga9/z+RMbRVxIT4ub818LDGh/rx//XSH8uvCl9bx9LIsmtr0rVPvldh9iYbMc71n3EnYlFtNq9lKfJi/yz3jfoYj8XXQvdc9DkNs5Vs5FZL46hU0VUNJhhrbH3p0ZK2trMX+0ON0EmyKBntDDB0ZOzAMgJ2FtVj7YxdUTWt/yB/9C31jAb7cqcq7Fo2Ow8/bDQbN9s6O5Z7Q2TEUkM6OumO1tCeDx/zS/dcfalPOZ/8EVgufZ6j/iXPGJbitzNHO5OQB+PsYKatrZX+ZJGQdlO2GxnJV6pc0XddQzBaroxTVrtBzGw7FV5Z7r3sc7LYFkvg6OZL4EvoPDn8vN5U5HsvgGXDtcogbg0/rYZ71/RefGv6EYf2LqqW4Gw0S48MC+OCGGZw1Jh6zVeOfPxxg9j9W8PfvMtmaf5gWk8VtsfRqDtrk3h616hXlFs+4o7Anvjygw409kVxc2yyv495AwSa1jRymu+KmtsnkeMCZmuIidUHCBLUt2qa7qfjwuBB8vY3Ut5jJ749l7+V71Wq9ly+ku9HL6DiYLFa+3aW8jM4Zl+iei8Z4XmfHwsPN1LeYdI6mH5O3Wnm+BQzQZ16TOElZg7TU0Ji7iR9svqXnjHdvmSOAv4+XoyJj5X4pd3RgL3NMmQXebiotPAE7CmuobzETFuDDWDc1PnBgN7iv1D/xZV/sLqppprlN5r0doa+ZhiC4C1Oz8vEASHaDsf2JiBoG1/7IO8/cztkNHxLflgff/0V9z8tXTTb8QlUXHaO3+pqXj/p6/HgYeY7TyjRD/X144bIJLNoZxxNL93OouomXVmTz0opsjAYYEOhLiL83/j5eeHsZ8DYa8fUyEujnxfC4EOamxbjNmN8jaapuL1fygMSX3edgtru6OR7JkaWOmqarQXREkC+h/t7UtZjJq2pkRFyobrEIneDQerUdpO/KMcDWQ6pUOCUqiOgQF3Uyixuj/KQay5WBc5ibkhzHwcfLyMj4UDIKathZWON29bHu2JUtw85QjRV0ZO3BSg43mYgK9mX6EDeVdNk7O1ZkqYU3Hf31wgN9iQv1p7SuhayyeiYNdm9Zm2DD3uhh1Pn6JDW8vCF1Luz9nIPrPqfNPIthMcGMjNfnfXx2WjQ/7a9g1YEKrp+TqksMHoe90sGD5r2nDo3Cy82KwPZSxwO6z3sjg/0YEOjD4SYT2RUNjE7U9/3MkxHFl9A/KNgIljYIiYdIfd+8mqxG7q9ZzKmtz1E95zFltO8brOJrKFMG4WW7VflP4SbIXwuZX8FPj8CLU+GNc6E80ymxGAwGloxL4Ifb5/DiZRNZNCqOqGA/rBpUNbaRV6W6pewuqiOjoIZNedWs2F/Bv1fmcOkrGzj96ZX8tL/cKbH0OnJ+AjS1ah4ar2soZXUt7C+rx2CAmalulnsDRAwBDNBaC436rowaDIZ2g3spd/R8Dm1Q20Ez9I0D2JynTN6nJA9w3UV8AyEmXY09oNxx3BHljv0KTYM9n6nxqPN1DQXgG5vaa/HoeLy93DQ1Dx+sypUsrVCtvz/j8Djx+dKVhgrY+4UaT7pKvzhsJe++eSrBctm0QbotsM6xLSRuzj0sdiAAbY3t79keYE1gb+jk9jJHUPNeo7fy+T2iC6le2FVf2dLRvENE8SX0DxxljrN1b1e+Je8wJotGTHg0A+ZeBIYblVlkXSE010BrnUqCWUy2jzaoL1E/w4HvIWcF/GcunP+S0ybsPl5Gzhobz1lj49E0jYqGVg43mqhrMdFqsmKyWjGZrZitGoeb2th+qIbvdpeSU9HI1f/bzO/mpvKnM4a73YNBVzxo1Wv1AbXqNXagG7vaHImPP4QnQc0h5fMV7OaukscwJCqIjIIaMbj3dEwt7ckfD1B8bclTiq/JrjZRTpigFjeKt0P6Etde6ySMGRgO5LOzsEbXONxO5QGV7PHyhbSFuoZisWr8sE8tIC0aHee+CxuNyuC+cLN6Pbqz6c9xGBEfwsqsCvZL4ksftr8JVhMkToZ4HZv1DFUJlTRzFrE+TVwwcaBuoaREBTFwQACFh5vZkFPFaSP0LcfXnbw16pkkfJDuIoLaJhM7bM25dKl08PKBASlKrFCZpat6GyA1OpjNeYfJFp+vDpHEl9A/cBjb6+TvdQTrc6oAmJEa2b6KZTSqN5LwQSc+cMaNcDgPvrxFqY0+vBoMRhh5rlPjMxgMxIT4ExPif8J9fjVtMPcvGclT32fx2ro8XlqRjcls5d6zRzo1Fo9F0+Cg5yS+7O223d7N8Ugih6nEV+UBGHyKfnHQbnAvK18eTvF2NYkOirGpBvWjxWRhR4FSPbm8e1jCBPWQWeQ5iq/dRXVYrJr7y0X0Yv83apsyG/xCdA0lo6CGqsY2Qvy9XectdyJi7Imvvbob/Nt9vjJLJPHldsxtsOW/ajz5Gn1jCRtIie9g4tvy+WNyIWEBPrqFYjAYmJMWzdsbD7Fyf4UkvnJXqe2QebqLCDbmVmHVlLF7fFiAPkFED29PfKXO0ycGG47OjjLv7RApdRT6Pq0NULRVjfUytj+Cddm2xJfNNLNLDEiGyz+GiVcAGnz8Wyjd5dT4OkuIvw8PnDOKf/xiLACvrsnlvU2HdInF7VQdhPpi8PLTPcmjaRrrspXiy+3tnI/Egzo7pkSpCYAovjycI/29dJ5E7y6qpc1iJSrYl+TIQNdeLNHe2XG77gb3Q6KDCfL1otlk6V8dofZ/q7bDF+sbB7B8XxkAc4fH4OOuMkc79s6OZXvce93jYPdjzCytQ9P5/6LfsfM9qC2A4FgYfYGuoRwsr+frJuU/d3ag/h1H7WqilVlicE/+WrVNPlXfOICNuUqhPa07z1LOIipNbSv26xeDjVR74qs/vY93A0l8CX2fgg1gNUPYIJU40pH6FhO7i5SqYEZqN2/WRi84+1kYtlB5c3x8rSoZ0omLpiTxp4WqROLBL/eS0x9WG+wKwqSp4KPTSpON7IoGKhva8PcxMj4pXL9A7K2dPSDxZVd85VQ0ygOUJ2P3CtE5eQzt/l6TB7uhYUfMKFVi11IDh3Nde62T4GU0MCrR7vNVo2ssbqOxUvl+AqR5QOJrr0p8zU/XoUQ81qbSLtc/8ZUaHYy30UBdi5mSWv3mNP0OixlWP6XGp9yk+5zmxZ+yWWFVpZbhxat1Xxw4JTUSb6OBvKom8qv68WJaSx2U7FDjwTP1jQWl+AKY5m6V7JHYE1+e0NnR5m2bV9mE2WLVORrPRRJfQt/H4e+lv9prc141FqvG4MhAEsJ7MLkwesF5/1KrcxWZsOFF5wXZDX43J5WZQyNpNll48Ev9V+hcTt4atfWI0lmbL9HgCHy9dbyl2/0ePCDxlRypEl+1zSYON5l0jkY4LlarWpQAD/P3cqGxvR1v33aljQeVO/Ybg/uspYCmfIx09mXJq2zkQHkD3kYDc9N0SHzF2BJfNYfUg62O+HobHYsW4vN1AiwmaKxy7mLn9jeUjUZgJEy+utOHWa0aNU1tNLQ6z/R9X0kdn2cUsdk6HKuXv/K3Ldd3Thni78PEwep9YVV/Vn0VbATNqgQEOt8361pM7C1W96vpeiq+oj0n8ZUYHoC/j5E2i5WCw816h+OxSOJL6Pt4kr9XT8ocjyUoCs54RI1XPQX1pT0/ZzcxGg08ct4YfLwMrMyq6NudHjXtiMSX/qteG3I8YNUL2ksdq3PVCrKOBPh6kRCmPOpyK/uBArE3UpEJLbWqq1zsGF1DsVo1tuTbOzq66f8oYbza6lSqfiT21ud7S/RNfLgNu7/X8DP1jYP2MsepKRGEBergZRQYASEJaly+z/3XPwZ7ueO+0n7yWuwMFjNsfR3+7wx4NB6eGAKPxsFz4+Dr26Fgc/fP3VQNPzysxrPvBN+gkx6yKquCa1/fwtgHv2f8Q8sYff9SJj+ynD+8s43vdpdisXZPoaVpGg98sQerBqePGYTRvlh98Idunc+ZzHGUO1bqHImO2MscB+tf5rg17zBWDZIjA4kNPbEfscuxK74aylRzMh0xGg0MiZJyx5MhiS+hb9NSB8UZauwBiq8jje2dwphfqg48pkZY/4JzztlNUqKCuOqUZACeXX6g75aYVR1Ub3Jefup3ryOaprHR9pqa7qzXVHcJHQje/qorVE2+vrGgvIsAsiv6cWmCJ2P390qaAl769tk5WNFAbbOJAB8vRiaEuueicbZkX+lO91yvA0bZfuZ9JXXdfmjtNZjbIPsnNU5bpG8s4FgkOj1dR9Nse7lj2W79YrAx3GZwL4ovGxVZ8O/Z8OVNSnFjtSuYNaXS2vwq/N98eHUB7P+ua2WBmgZf3QLN1RCdDlOu7XD3uhYT17+5hSv+u4nl+8qOUnpVNrTy1c4SbnhrK3Of/Ik31+fRarZ06Ud9fV0eG3Or8fM28ucz0x3dHTm4vEvncQX2xNf67ErazP20jCzPnvjS35pgg63M0e3NQI7FL6R94cADVF9DxefrpEjiS+jbHFoPmkW1nA3TryUyqNa7e2zSXKcovkAZQs+5S403/1et3unIdbNT8fM2sqOgxmHi3+c4yt9Lx5Umjvb3GmsrV9INoxEi7OWO2frGgkrEghjceyx2f69BM/SNA1WCDjBhULj7zMXjVFMQSnbq7mGTEhWMv4+RpjZL3/ewKdysFooCo9r/BjrRYrI4vOXmpOnYkTdWGYnrXVIGkB4vnR0dHNoIr56u/NcCImDBw3DzDrivGu44CJd9AOMuVX6BhZvg3YvhlXmqlLcz95QNL8Hez8HoDee92OECRHl9C+e/uJale8rwNhq46pRkvr7pVLIeWcyuB87goxtmcP3sIQwI9KGgupm/fr6HuU+s6HQCbHNeNY99mwnAn89MZ+CAQBg63/Z7WA9t+t6XRsaHEhXsS2Obha02dXC/oq0Rim1l+R5Q6bDRZvExLUXnBV/wqHLHVMeCryS+ToQkvoS+jb31rgeovTbmVqFpyng7xpnS3GELlHrA1Ajb33LeebtBdIgfl0xJAuB/a/N0jcVlOMoc9Zd72/29Jg0egJ+3l87RAFH2zo4H9I2DIw3uZQLgkRzyJH8vm7G9u8ocQXkrGYzQVKkUpDriZTQ4Ssz6fLljjk3tNWSuStbryKbcatrMVuLD/B0PLLoQY0t8eUBnx+G212F2RUP/VdYAlO2Fty+E1jq1OHDjJph5k/JXMnpBcDSkLYTzX4ZbdttM6QNVp9h3Luo4AaZpsPE/sPQe9fn8ByFx0glDaWg1c8X/bSK7opH4MH8+u3EmD5wzilEJYfh6Gwnx92FycgT3nJnOurtP58FzRhEX6k9JbUt7AmxD/gkTYBtyqvjNa5tpM1s5Y2QsV8wYrL4ROVQ1pbK0tc+7dMJoNDi6ZvfL7o6Fm1WTsNCBED5Y11AaW82OJmHThuis+AKIUs29PKGzoyi+To4kvoS+Te5KtU2Zo28c4FBAzUx18squwQBTfqvG217XXT3w6xnJgCrhKO1rnZmO8vfSP/Fl9/ea7gmrXtDu8+UBBvei+PJgaguh9hAYvHQvF4Z2xdcUdxjb2/ENhEhbJ1QP8Pmyl3jaDYP7LPYyx9R5+sYBrDmo/IJOHRrl+k6iHWFXfJXt1X3+kBDmT4i/N2ar1n9VC22N8OGV7Umvyz9Ria4TERILZzwMN+88TgLsNNjxvvLebChXflnvXATf/kkdO+13MOPGE55a0zTu/XQXmaX1RIf48d510x2egMcjwNeLK09JZsWf5vLQuaOIDfVTCbDPdjPviRW8ujqH/aX1VDW0sqOghr9+tptfvbqRuhYzkwcP4LlLJrT/LxgM7eWOB5Z19bfodOzljiv6softichfp7bJM9XfRUe2H6rBbNVIDA9QykC9sXc09wDFlz3xlV3e0HftZnqIJL6EvktjVfsDRcpsfWMB1tomuae4wotp9C/AN1glHOwGlDoxNCaYqckRWKwaH24p0DUWpyP+Xh1jT3xVeoDiy2bymVfV1Pd9i3obdrVX/Fjw01HpApTUNlN4uBmjASYMcmPiC9p9vuwt4nVkZLxKfO3py4mv5sPt5TpD9E98rT5gS3wN07HMEZRBs9EbWmtVUlpHDAYDI/q7z9d396iH6JB4uPgtlSTvDMHRRyTA/gjeAer1/ul18M/x8OQweOsCOPC9+nsveAgWPd5hIuPT7UV8llGMl9HAv341kcGRJze/B/D38eKKGcms/NM8HjxHJcCKa1t45Ot9LHx2FZMeWc65L67lzQ35WKwa541P4K1rpxHge4xyPW2h2u7/Vvek7Oy0aIwGyCytp6C6SddY3E7BRrVNmqZvHOAoNXVLB+bOEO05iq/kqECMBqhvNVNR36p3OB6JJL6EvkuercwxZiQE69Am/AjK61o4UN6AweBEY/sj8QuGMReq8bY3nH/+LnLpNFXu+P6Wgr616iD+Xh1jV7B4gMdX4oAAfL2MtJmtFNdIa2ePwm5s7xH+XmoSPTIhlGA/N5vsx9s8pjxJ8dWXSx1zV4FmVYmesERdQ6mob2Wf7Xc9c6jOiS9v3/buZB7g89WvOzsWblHKfYAL/qO6d3eV4GjV8fuWnTDrdogfD0Zbx9DQRJh0Ffx+I8y8ucOkV12Lice+UZ0+bzl9WLc63vr7KAWYPQE2Y0gkQbbkVnigD2eMjOWda6fx7CUT8Pc5jl3DkLlKwVZXqHsjkIggX0c5vL0ba7/AaoHCrWqcNFXfWIBth9R79kR3L1SdCHupY00+mPStcvHz9mJQhEqUS7nj8dG3lZIguJIczytzHJUQSnigr2suMv5XsPU1yPxG3Xx1TMwsHh3PvZ/upvBwMxkFNe5XUriKfNsD+2D9zT035ba/+XuEvxdApM3cvr4YWht0VfN4GQ0MjgzkQHkD2RUNJEV4gCReUHiUv5cqc5w8WAevEEdnR/0TX+lxoRgNKiFTXt9CTIi+iX2X4ChzPE3fOIB12UrtpUyz/XSOBrVAWL5X+XzZVTY60W87O1qt8O2dajz+Vz2vVAiOgdPvUx+aphIYXeig+8/lB6hsaCM1Oojr56T2KBR7AuxKW+dvs8WKd2caifgEqP/XzK+U6it+XI/i6ClnjIxlU241y/eVcfXMFF1jcRsVmdBWr6pKYkbqGorVqrHd0xJfwTHgHwYttVCd3V46rhNDY4LJq2riYEUDp+i9qOKBiOJL6LvY/b2G6J/4spc5Ot3f60gSJ6vVvLZ6yP7RddfpBP4+Xpxma8/+7e5SXWNxKna59yAPknsP9pA3f4DACAi0KRqr9Vd92Q3uxefLg2iuaTfRTtI/8WVXfHVHzdBj7F0Fq3OgVd+H/ABfL4cv3r6+2lHPYWzvOWWOs/Ts5ngkDp+v3frGQXtnx319WX14PPZ9AUVbwTcETr/fuec2GLqU9Cquaeb19XkA3LdkFL7ezn1c7FTSy87wxWqb+bVTY+gO823z2o051dQ2m3SOxk0UbFLbxImqsYKO5FQ2UNdixt/HyAjbfUJ3DIZ2xawHlDumHuHzJfwcSXwJfZOaAvUwYfDSXZ2jaZpD8eXS7LvRCCPPVeO9n7nuOp3krDFxAHy9s6RvlDvWlyopMwbd/b3gCLm3JyW+wMMM7tUEQBJfHkThZkCDiCHKlFlH6lpMZNrKqXTxCwmKgpAEQPOIjnojE1TJ9J7iWp0jcQE1h+BwnpoTJOuv2F1vmxOc6ikr8rGj1bZM/1LHtFj1QFtW18rhxjado3ETmgarn1Lj6b/T/d74n1U5mCwa04dEOEzddSNtkeqAW7pTze11JDkqiGExwZitWv8xuS/corYDp+gbB7DtUA0AYxPD8elK8tTV2MsdPcDf1t4h+GB/bQ5yEjzoVSMITsSu9kqcCP6huoaSX9VEUU0zPl4G13cNsye+9n8LZn2NDeekxRDg40VRTTM7C/vAg5R91St2lO6vqaqGVkcyx+PKSO0+X5X6J77siq+cCkl8eQwe5O+1Lf8wmgaDIgKJDdWptM+Dyh3tBvd9srOjvUw9YTz46asUKDys5gTeRgOTPGXhwq74qszSfe4Q4u9DUkQAoIzE+wUHl6vEjk+QSnzpSGVDK+9tPgTAH+YN0zUWQC0Q2E3Vs77TNxZgwUiVlFy2t5/4fBXa5r4D9ff3spc5Thgcrm8gxxJtU3xV6q/4snd2FI+v4yOJL6Fv4vD38oBujjYvjwlJAwj0dbGt3sCpEByr2mDb2w/rRICvF/NGqJXCHzL7wMqYo6uN/m/+9lWvtNhgwgJ89A3mWOw+Xx6g+BoSJaWOHodH+Xt5QHcoR+JLX+NmUB6U0EcN7u3djgefom8cwGabr9zoxDDXzwk6S2gC+IeDZvGIch27wX1mfzG4X/+C2k6+WlkG6MjbGw7RYrIybmAYM4d6SMdoTyp3tCW+Vu6voM1s1TkaF9NUrZLh4BmKr/wawIP8vew4Sh2z9I2DdsVXWV0r9S39pBy3C0jiS+h7WC1q9Qwg9XR9YwF+yqwAYLY7vDyMRhi6QI3tvwMdmTtcddNc2Rck4XbFlwe1c/YYtcCROEod9Zd82z2LimqaaW6z6ByNgLlVediARyi+7AkIXfy97Ng7O5bon/hKtym+cisbaWw16xyNkznkSY1J1Otuaoq+CY6jMBjayx09orNjPzK4r8qGnBWAAaZep2soFqvG+za119UzUzB00PXRrQw/S23z1igTcR0ZPzCc6BA/6lvNbMip0jUWl2N/v45IhSB9k6B1LSayytX9YMKgcF1j+Rn2xFfVAfUMqiNhAT5Eh6iGKdlS7fAzJPEl9D2KtkJzteqyoXOSosVkcRjbzxsR456LDrUl+w4sc8/1OmCuzRtiZ1EtVQ36lk/0CFMLlGSosScovvI9rKvNkUTZSiOqspVviY5EBPk6FHF5VTIB0J2SHWBuUQ0Q7AlSnWgzW8koqAFwfQl6R9gVX+X7wKLv6mx0iB8xIX5oWh8rMWuosKkWDB6hNNxoT3zpmXA9Hh5kcG9XfO3rS6/DE7HtdbUdejoMGKxrKCv2l1Nc28KAQB8WjY7TNZajiBqqkgtWk+5zW6PRwPx0NZ//fm8fat50POwLvh6g9tpRUIOmwcABAZ7XdXhAMnj5qvlNrb4+dABDo6Xc8URI4kvoe2QtVdvU07vUxcYVbMytptlkIS7U3+Gf4nJS5ykj0Mr9ytBXR2JsP7emwaoDFbrG0iNKdoClDYKiYYC+LazbzFZ2FNYAHqr4GpACGFS5bYO+Sj+DweBQfYnPlwdwpL+XzkqC3cW1tJqtDAj0cZQG6EJ4suriZmn1CGPckX2x3PGQrew/dhQE6HvPrKhvJaeiEYNBZ6Xh8YgdqbYe0GjB3rEtq7Qei7UPNMc5ERYTbH9bjSddrW8swLub1JzxFxMH4u+jbwe/n5G+RG33fKpvHMDCUSop+N3uUsyWPlzuWLhZbZP0T3xtt1l8eOSCr9GrfTHPA8odxefrxEjiS+h72BNfaQv1jQP4cZ8yv5w3Itp9kvGAAe0mlB6g+pozXKm+VuzvxYkvh7/XNN0f2PeW1Dke2O1JHY/Cxx/CB6mxJ/h8Rdt9vmQCoDse5e+lVDeTkyP0LecxGiHOVmLmAQb3Dp+vvmRwb/e79AB/L/vrbnhsCGGBHubP6OjsqH/iKzkyCD9vI80mC4eqm/QOx3XkrICmSrWolrZI11Bqmtoc87SLpyTpGstxGXWB2h5YBi363p9mDo1iQKAPlQ1tDgVnn8NqbS919ABje0cnc08rc7QT5XkG99nS2fFnSOJL6FvUFkHZLsAAQ+frGoqmafxo87aaN9xNZY527OWOuavce93jYG+FvS67Ck3n0rduY+9q4wFljkf6e3mM/8axOMod9Vew2NU8ovjSGav1iMSXJ/h7qf8jXcsc7cTZfL48wOB+ZHwYAHuL+0AnXjt2Y3sPeN3ZH5KneZK/l53oEYABGspUeaiOeBkNDLf5fGX2JfXhsez+RG1Hnqd7hcLSPaWYrRoj4kIYFqtv59PjEjtKJRcsrbD/G11D8fEyOkpBv9pZrGssLqM6Wyn3vQMgZqSuoWiaxi5bd/hxSeG6xnJCooerbaX+ii/7vDdbFF8/QxJfQt/igE3tNXCyaoGsIwfLGyiobsbXy8jMoW6OJXmW2uav1d1naXxSOL7eRlXi0Ru762maRxnbO/y9PLHM0Y5d8u0BpVt2VVx2b3zt9SWqDijvRe+A9kSPTmiadpTiS3ccnR31V3zZSx0zS+v7RglPSy2U2jyrPEDxZTe2n+KJiS+/YIiwlfKX66/6shvc91mfL3MrZH6lxqMv0DcW4KudJQAsGZegcyQnwGCA0b9Q490f6xsLsGSs+j19u7sUU1+4Vx5L8Xa1jR+re1K2uLaFqsY2vI0GRxMWj8ODOjvaFV/51U19v/NoF5HEl9C32Pu52g4/U984gG92KdPLmUMjCfJz85tG4kTw9ofGCt1XH/x9vBzS5I05vVASXlugVsCN3hA/Tu9o2G6Te09I6gWJr6psfePgiFLHiobeqzjsC9j9vQZOBm9fXUPJrmjkcJMJP28joxPCdI0FODrxpfNrdHBEIIG+XrSarX2jIUTRVkBT5sMh+pp1N7aaySxV6qXJgz0w8QVHGNx7QuLLloTtq4qvg8uVoiYkAZL0Lf+ubGh1NGI6e2y8rrF0iL3cMftHaNJ3PjltSCRRwX7UNJlYY/vd9Skcia/xuoYBsMvma5sWG+J53nN2jix11Pl9PDbUj2A/byxWjfy+8D7uRCTxJfQdGivbS/tGna9vLMDXu5T8+eyxOqyeefu1l+XlrXb/9Y9h+hDVBrlXtn4u2qa2saPAJ0DXUCrqWymubcFggDEDPeCB/UQ4El/6K76SI4MwGKCuxUxVY5ve4fRfPNDfy65G1Z3oEWDwUoq4On3LZoxGg0Nps6cv+HwVblFbD/Co2VlYi1WDhDB/4sI8rCuZHQ/y+bIb3PepDqNHYi9zHHW+8vrTkW93l2LVYOzAMAZHeqB3qJ3oNIgdA1Yz7PtS11C8jAbOGqOS6V/u6IPljvbEV8IEfeNA3TtBvT49lsihgAGaD6vnUR0xGAyk2hZ9xeD+aDxgxicITmLfF6BZ1U3aLtfXiayyerLKGvD1MjJ/ZKw+QdjLHfPW6HP9I5iW0p746nWqm2Jb4ssj3vxrAFW/H+xuFWFXsHt8Hc5TXat0xN/Hi4QwlbDMlXJH/XD4LOmf+HKUm3lCmSOohhB2fxAPKnfsE50d7V3JBk7WNw5ge4FNreuJXcnsOBRfu/WNg3bF16HqJhpazTpH42QspvbmQ6PO0zUUgOV7VSOmM8d4sNrLzmjbwrYHlDuebSsLXbanjBaTRedonIjVorqZg0fMfXcVqcSXRy/4+gZCuK0phCf4fElnx+MiiS/BNRzOg1VPwAdXwLuXwrd3w4Hl6mbqKo5cPTuC2mYTb27I59b3M/jNa5u5++OdfLy1kKY2102kvrKt/sxOiyIsQKfOTcmnqm2e/j5fEwYpZUV5fSt5Vb2sQ5Nj1WuivnHQS1a9QJVueAeoVdnD+XpH4yh3zJEON/pQUwA1h5SqyQN88hwG40M8JPEFnuXz5TC47+WJL007QvGlf+Ir41ANoJSGHos98VWeCRZ9k00RQb7EhPgBsL+vqb4KNkJrLQRGQuIkXUNpajOz3qbGP32EmxsxdQe7z1fuKvXeoiOTBg0gMTyA+lYz39uSh32CyiwwNYFPUPtCpk5omtY+900M1zWWkxJlN7iXzo6eSpcTX6tWrWLJkiUkJCRgMBj47LPPTnrMihUrmDhxIn5+fgwdOpTXXnutG6EKvYK2Jvj2LnhuPPz4iPLc2v8NbHwJ3v4F/HOCWqVxdiKmOsdW0mdwJL40TePNDfnM/NuP/PWz3Xy6vYgfMst5b3MBt3+4g2mP/sCLPx10+iqNxarx0dZCQGeT0MRJNp+vct1XH/x9vByT/fXZvajc0WqF4gw1TvSExFcNAOMGhusax0kxGo8odzyobyzAEJvBfa9srtAXyF+ntvHjwE/fbmGFh5soqmnGy2hgoicpb+yJrzIPSHzZFF/7Snp5sqE6R5WPevmp8igd0TSN7QU1gFoI8ljCk9XDrqVVdXXTmRHx9mYLvTwJeywHvlfbofPBqK9n0frsKtrMVhLDAxwPyx7NgGRbRYMGO97TNRSj0cAvJiYC8OEWfZNwTsU+740fp/vrs/BwM7XNJny9jKTFefjr067c9gCDe3tnx4OS+DqKLie+GhsbGTduHC+++GKn9s/NzeWss85i3rx5ZGRkcMstt3DttdeydOnSLgcreDhN1fD6Etj4MqDBkHlwxqNw9jMw+RrwD4eafPjoGnj3EucaU257U21TT4PwQVisGvd8sou/frabhlYzabHB3LYgjb9dMIbfz01lcGQg9a1mnli6n7OfX0NWmfMm+KsOVFBc20J4oA8LR+lopuvtBwOnqLHdX0dHptu6WG3J70UG90e2c45O1zWUo1a9PF3xBRCZqrYe4PNl7+yYUyGJL13It5VbJ8/UNw7aG2yMSQxzf9ORjvAgxdfw2BCMBmV4XV7fonc43ceu9oofp3tDhaKaZirqW/E2Ghid6MH3b6MRYkeqsQf4fKXb/Ob6nOLLXuY47Ax94wB+2l8OwLwR0RgMBp2j6SQTLlfbjLfUAqWOXDhJlbetOVhJUU2zrrE4DQ/09xoRH4Kft4ca29txGNzrn/hyKL7KG7Fae5nFjAvpcuJr8eLFPPLII5x/fufMw19++WVSUlJ46qmnSE9P5w9/+AMXXnghzzzzTJeDFTwYUzO8/Uso2gIBA+Dyj+GKz+CUP6ik19nPwG37YN5f1Opr1nfw79nOmeRbTJDxthpPuhJN03joyz28t7kAowHuPSud726ezU2nD+OSqYO4c9EIfrp9Ls9dMp6YED8Oljdwzgtr+MJJ5pTvbToEwPkTEvXvPmJPfBVu0jcOYMJgpa7Ybiv36BXYje09oJ1zUU2z57dzPhK7PN4TFF+2lS/x+NIJu+Jr8Kn6xkG7v5dHlTlCuyKpOgda9X3ID/D1ciSLe3W5Y5G9zHGKvnEAGTa1V3p8qP7zgpPhSZ0d7Qb3vV19eCQ1BVC+FwxGtVirI5qm8VNmBQCn9YYyRzvp54BviLJVObRO11AGRQYyfUgEmgYf26o9ej2OxNd4XcMA2FlUA+DZCwZ2PCjxNTgiEB8vA80mCyV1vXgBy8m43ONr/fr1zJ8//6ivLVy4kPXr15/wmNbWVurq6o76EDycb/6kJpn+4XD1d0q+fSy+gTDnTrh2OUQMgdoC+N+ZkNvDroP7voCGMgiKhrTFfLytiNfXK1+h5y6ZwLWzhmA0Hr2KZTQaOHd8It/ePItZw6JoMVm56d3t/N+a3B6FUni4ieX71OrZJVMG9ehcTsHe2dG+8q0jE5NU4iu3spHq3tJdz2Fs7wlljmrVa3icB7dzPpJIW+Kr0hMSX+ohPr+qEbNF39Xhfkd9qS35afAIY/uNuarUelqKhyW+giKVNx54RMJhZILN56s3G9w7jO319VCC9gUfjy5ztONJnR1tBvf7Sut6X2OcE3HQpvYaOBUC9b0PHSxvoKimGV9vIzOGROkaS5fwDYTRF6jx9rf0jQW4aLJSfX20tbD3q2ssZijdqcYeoPja5fD36gWJL3upY20BtOpbYujtZSQ5Ujo7HovLE1+lpaXExh7d1S42Npa6ujqam48vCX388ccJCwtzfCQlJbk6TKEnZH0P298EDHDxmxAzouP948fCb39Sq/+tdfDWBcoLrDtoGqy2qQenXEtJo4UHv1CTtdsWpJ3UYysy2I/Xr57KVackA/DwV3t5/Nt93Z5gvbIqB4tVY+bQSIbH6etlA7SvdFdkQnONrqGEBfo42utm2LpbeTxFntPRcYfN32usp/t72fEgj6+EsAD8vI2YLFrfKUXoLdjVXnGjISBc11DK6lrIq2rCYIDJntLR8Ug8qNxxpE1V2msVX6bm9t+jByi+th+yd3QM1zeQzuBBiq/U6GC8jQbqW8wU1/YR1UL2T2p7vAViN7P6QCWgFgICfHvBgtqRTPi12u75DJr1nVMuHh1PiJ83h6qbWNebfGyPR0UmmFuUoi4iVddQNE3rHR0d7QRGQKAtgewBNh8Ony9JfDnwyK6O99xzD7W1tY6PgoI+ZBjY12hrgi9vVuMZN0LK7M4dFxCuyiHTl4ClDT64Erb8r+vX3/+tMgP2CYKp1/HXz/ZQ32pmfFI4v5/buRu20Wjg/iUjuXORytT/e2UOd328s8vKkNLaFt63mVv+fu7Qrv0criIoCgakqHHRVn1job2N+7b8Gn0D6QwWU/uqlycY2xeoN/9xveHNH9o9vhpKoUXfh2ej0SA+X3qRv1ZtB3uAv5etzHFkfCih/jp12+0IR+Jrp75x0G5w32sVXyU7VVfZoBgI03fxtM1sZbctgTg+yYMaKpyIGJufZe0haKnVNRRfb6PDqyazt74Wj8RqhTyb52Fn58suxN7N8ZTUXqT2sjNwslInmpt1V30F+Hpxvs3k/rV1ebrG0mNKMtQ2Ybzy/NOR/Kom6lvM+HobSYv1ADFBZ3CUO+qf+LLfOyXx1Y7LX9FxcXGUlR3d4rWsrIzQ0FACAgKOe4yfnx+hoaFHfQgeysaXob4YwgfDafd27Vgff/jl6zDpKkCDr26B1U91vuOjxQTL/qrG065jczks31eGl9HAk78ci7dX51/eBoOB388dyj9+MRajAT7YUsiN72zrUsfHJ5bup8VkZfLgAZySGtnp41yOo9xxs75xgKOL2rZDvUDxZV/18gvVfdXLatXY3ZtWvUAlt4Oi1dgDVF/2xJe0dnYz9oc8D0h8bcixlzl60P35SByJr936xkG74iu3spGmNrPO0XQDR5njFNDZsHtfSR1tZivhgT4kRwbqGkunCBgAoQPVuGyvvrEAI2zq+cy+YHBfvld1GvUJ0n1BzWLV2Gi7J87wpDlrZzEYYOp1arzpFbA6t0N7V7liRjIAP2SWUVDdpGssPcKj/L3UvHdkfCg+XXim05VoW+KrYr++cXCEwb3Mex24/FU0Y8YMfvjhh6O+tmzZMmbMmOHqSwuupvkwrH1WjU+7F3yOn8jsEKMXnP0szLpdff7DQ/D9vZ3r0rLmWfVAHRiFduqt/P3bTAAunpLE0JjurQxcNCWJly6fhK+3kaV7yrj6f5upbzGd9Lh12ZV8sl2ZWt579kjP6oxjL/Mo8ACDe1uZx46CGiye7oPgKHMcr/uqV25VI/WtZvx606oXtPt8VWXrGwftPl9icO9GagtVAtlghGR9je01TWNVljJxPnWYhz7k2RNf5XuVz4qORIf4ERXsh6b10o56dn9GT1Dr2srUxw0M96y5QUc4yh31T8KOsCVh9/UFxZd9IWDQdPDSV3W6r6SOuhYzwX7ejE7opQKDMb9s7xh/4HtdQxkaE8ysYVFoGry5IV/XWHqEPfEVP17XMAB22e6dY3qDv5edKJvPV6X+iS97qWO2KL4cdPlprqGhgYyMDDIyMgDIzc0lIyODQ4dUJ7t77rmHK664wrH/DTfcQE5ODnfeeSeZmZn861//4oMPPuDWW291zk8g6MfGfysZfMwoGH1h989jMMDp98EZj6rP178An/1OeXSciPz1sOJxNV74KOsLTWzJP4yft5GbThvW/ViAhaPieO3qKQT7ebM+p4rLXtlIaQfeEhX1rdz+wQ40DS6dmsT4pPAeXd/p2BNfRVt0b/ucFhtCsJ83jW0Wsso8/GGqZIfaesCbv13tNTKhF616QXu5owd4HaREqQmAlDq6kewf1TZhou4mzrmVjRQebsbHy+C5iq8BKUoJYm7xCJVkry53tN+/PcCfcXeR+v2N7S1qXfAon6/hfUnxlWdr5qTzQgC0K2CnJA/oUoWER+EbCBNtz5wbX9Y3FuBKm+rrvU2HeqdS1tzWrjj2gHunvalTr6l0AI8qdUyNUQu+VY1tHO4tTcVcTJfvdFu2bGHChAlMmKD+IW677TYmTJjAfffdB0BJSYkjCQaQkpLC119/zbJlyxg3bhxPPfUUr776KgsXLnTSjyDogrkVNr+qxrNuc44i5pQ/wHkvg8ELdr4Hr5x2fJPfwi3w7sWgWWDU+TD2Yv67VnVjvGhyEnFh/j0PJTWKd387nYggX3YV1bLouVV8u6vkZ6b3ZXUtXPHfTZTUtpASFcS9Z43s8bWdTuxo8A5QSUqdExBeRgPjktQbmMeXO9pfe/Hj9I2D9gfPUb1tVTbKrvjS/yFeFF86YE98DT1d3zhoN3GePDiCID9vnaM5AUajagIAYnDfE1rq2u85HnD/3l2sHt5GJfSihzcPSnyl2zo75lQ0dMl+wuPwMH+vDb25zPFIplyrVMU5K3QvE583IoZBEYHUtZj5aGuhrrF0i4p9YGkFvzCIGKJrKFarxp7iXrhoYC91rMrWXbkd6OtNYriqxpJyR0WXsxVz585F07Sffbz22msAvPbaa6xYseJnx2zfvp3W1lays7O56qqrnBC6oCu7P4HGCtV+feS5zjvv+Evh8o+UIW35Xnh5Fnx4Fez8EDK/gW/+BP9dpJI4SdPg3BfJr27ih8xyAK6amey0UMYMDOOT353C6MRQappM/O7tbVz48nre2XiInzLLef6HAyx+bjX7SuqICvbjf1dN8cwHKi/v9nIPD/D5mmAz97W3d/dIrJb2Eo+4sfrGQvuD58j4XvTmD+2dHT1g5WuIzeOrtK6FxtZeuBLb27Ba2ruXpeqf+LKXOc5Oi9Y5kpMgBvc9x540DB2oGrzoSKu5Xd08OrEXLVzE2hKw5Xt1V4rHhvoRHuiDVevlJs1lu6GlBnyDdU/IWqyao9nH9CG9PPE1YHD7c8iaZ3QNxcto4DenqoZS/16Zg6mLTbJ0pzhDbRPG6+6NmFvVSEOrGX8fI0NtJXu9gtCB4BMIVhMcztU7GlLF4P4oeqm2VdCdTf9R26nXOt+nIPU0+N1aGHkeoMGeT+GTa+G9S9V1rSb1Jverj8A3iDfX56NpMHd4tKOe2VkkRwXxye9mcuO8VPy8jWzNP8yfP93F1a9t5qllWVQ3tjEiLoQPb5hBsu3B2iNJnKS29tp9HbGXgu4q1LdbVIdU54CpSSnlIvVv5+xIfPU2xdeRHl+dbVrhIsIDfYkI8gVE9eUWirerhzy/sPb7j060ma2O7mWzhnl49zJH4stzFF+ZJfWe78l4JI4ydf3VXlmlDZgsGuGBPo6V915B5FDw8oW2BuWfpCMGg8FhcN+rfb4ObVDbpGm6+3vtL62n3ubv1auUiCfC7hO85xPdPUUvnpJEVLAvRTXNfJFRrGssXcZhbK9/maP9GWFUQljvKsU1GtsXfT3A4D7VVu0giS+FB8pTBI+nPFMZxxq9YeKVrrlGcAxc9LpqSb7jXSjaqjy/okfA+MtgyFwwGDBbrHyWUQTA5dMGuyQUX28jf1o4gitnJPPe5gI25FRxuMlEYrg/C0fFce74RHy9PfymbH8T84DEl71W/0B5PU1tZgJ9PfA2ZFdbxI5SDRh0pLy+larGNowGGN6bjO0BBiSr0mVTI9SXQGiCruEMiQqiurGNnMpGRvcms9Tu0FIHuz+CQxuhtR5C4yF5FgxfDN5+rr/+QVtTmyFzMGNk+e4SVh+opLy+lVB/HyYODuesMfGEB/q6PJQt+dU0tVmICvZ1JHM8liMTX5qm66p7SlQQ/j5Gmk0W8qsaGdJbVt0d/l7jdQ0D2sscxySG9R5je1BK8egR6r2wfC9EpOgazoi4UDbkVPfORgt2Cm0NhpKm6RsH7VYT45PC8TL2otfliYgbA8MWwoGlqunWOc/rFoq/jxe/OXUIf/8uk3+tOMj5ExIx9pbfsSd1dCxsv3f2OqKHq3tnZZbekUhnx2PwwCdOwePZ+Z7aDjvD9WUE8WPVxwlYfaCSyoY2IoN8mTPctSUsMaH+3HT6MG46vWfm+bpgT3yV7lbmld6uf9g8EbGh/sSG+lFW18re4jomJ+tren1c7GoL+0OojtjVXqnRwQT46puE6zLevqoMoTpHee7onPhKiQpiS/5hcvuywb2mqcWC7+5WJeFHsvlVVZ4+/wEYe5Frkyr7vwYgP3ImVz+zipxjVHYfbyvkka/2cf2cIdwwJxV/H9e9tpftLQNUmaPHP4DEjFR+NU2V0FAGIXG6heJlNDA8LpQdBTXsLanrRYmvDLX1AMWXvTFJr1TVxI5WD29le2DEWbqGkh7fBwzu7VYTSVP0jYN2q4mJtk7bfYJZt6vEV8a7MPtOCE/SLZTLpw/iXysOkl3RyHd7SjlzTLxusXQac2u7p58nKL6KaoBemvhydHb0gMSX7X37oCS+ACl1FLqK1Qo7P1DjsRfrGwvwyXal9loyLqF3dbtzNwOSVctnS6syr9QZ+xvZTk8tdyyxKb46SLq6iz3F7R0deyX2ckdP8PmyTQByKvvoBEDT4Pt7VVfcllr1u597D5z1NEz/PYTEQ30xfHodvH/5zxNjzuJwPpTsQMPIL38MJ6eykQGBPlwzM4VHzx/NzacPIz0+lGaThWeXH+DcF9aS46JJmaZpLN1dCsDi0b3g4cMnoP1/xoPKHXuNwX1bY/vDhickvmy/t17l72XHYXCvr2E4KMUXQGZpL3kdHktDBRzOAwy6l34DbLcpviYMGqBzJE5k0DSlaraaYOXfdQ0lxN+Hq2cqleTTy7J6R6l42R71uwsYAOGuqaDpLBar1ju74dqxN3byhFJHm+Kr8HBz724O4iQkUyB0jUProK4I/MMgbZGuoTS2mvl+j3qg+cXEgbrG4vEYDO3SZU8od0wMB2BXkYcmvhyKL/0TX3ZjaY8v0ToRdq8DnX03QCm+oA97fK34G6x/QY3n/QVu3Ahz74Ypv4FFj8NNGXDaX8HoA5lfwasLoM4FHiSZXwGwwTqCcmsIi0fHseJP87hvyUh+NW0wty5I45ubTuWFyyYQFezH/rJ6zn1hLZtsZsvOZFdRLcW1LQT6enm+v5cdMbjvPmV7QLNCcKyuajkAk8Xq8KQa3SsVX57T2TEtNgSDASob2qiob9U7nK5jL3OMHqHmzzpy2FbuD+2eq32G0+9T24x3dF9su3ZWCuGBPhwsb+CTbb2gw6NdKZswQXdj+5yKBppNFgJ9vXqP0vhIou2KrwO6+9tGBvkSHuiDpkm5I0jiS+gq+9QDDcPPAh9/XUNZlVVBq9nKoIjA3rma6m48yOfLvoKzs7BG30COR30ZNJarcqOYkXpH41Ba9MpSGYAoe+JLf8WX3eQzp6IRTefJiNPJWgor/6bGZz0Nc+78uT+djz/MvgOuWapKHiv3w38XQrVzOw+17voMgO8sUzh/QiIvXDaRsICjzZwNBgNnj03gm5tPZUryAOpbzVzx342stHVfdBbf2dRe84bHuLSc0ql4oMF9r1F8eZCx/cHyBtrMVkL8vBkUEah3OF3H3tmxKhvamnQNJcDXi5RIdf/ulaove5njwMn6xgFkFNQAyvNyQJB+thcuIWkqpC0GzQI/PaprKKH+PvxujmqO9OzyA7SaPVxt40HG9vZqkNEJYb3Tgy4iVflgt9UrsYiOGAwGhklnRweS+BI6j6ZBpvJtIf1sfWMBvrf5tiwcFdu7TGP1woMSX3Zj8ZxK1a7Yo7A/bEYOBV99H1YaWs3kVakHDrvHSa/DrvjygFLHQZGBGA3q99orVQMnoqUOvrxFjadepxReHTFwElzzHQxIgZpD8OZ5UF/qlFC0w/n4FKuHvMLY0/jbL8Z0OHGNCfHnzd9MY97waFpMVq57Ywub85yj/LJaNb7cqRRtC0frq/7pEh6U+BoRp5Q25fWtVDb0gv+Z4gy19YDEl93fa2RCqOd7yx2P4GgIigY0KNffImF4b+7sWGD395qqbxy0G9v3qTLHIzntXsCgOsLb7wc6ceUpycSG+lFU08w7Gw/pGstJsT8bxI/XNQxorwbptU2IvH1V8ov/Z++9wyS7qnP991TsnHOenHNSjiMJECLbIhgwBmwDtrFxuHANxjY22Ndc7OufsTGYjLHAIpggEKAsjaQZTc6hezrnnEOF3x/77KqWZnqmQ1XtU9XrfZ559nF3hYVcfeqctb/vW6iBcIZZXaLOnRe6kjgjMUZI40uYP50nYagZPOmw8k6jpcwEQzx2VjW+7t2URDc0JtGNr64zMDNptJTibD8VuWmEw3DaaXbHTlsx4ACbo77AL8tJozArAZP44oHOKxpsUoMVDOL3uKnKV83MV4atJzWPf0pld+WvgHv+en7Pya+1m191KnvmW2+BicEll3LhF1/ERZjnQ5v42Fvvxu+5vsoqzevm39+5m7vXlzAVCPFbXzsUk5vbFy730dI/Qbbfwz0bSpf8eglDN7766lVmlUEy/R7qbKVNUjQcHKT4Oh3J90rSmzdwlu022dSHmmBATUIHqDLf+IoE29fmGa0jbpRthi1vUceP/ZXRUtK8bn7/LnUN9C+PX3LeRq9mZiLa3HaE4msQSNJ8L03JerU6IFd5balSfF3oEsWXNL6E+aPVXqvvNq6EOXi5n+HJAIWZPnam6q5VrMmthoxCFV7ZbT6zY4v9hea4nC8HTnRM2mB7UDk7viyVuzMQW0vdYtA5Xw2pMtmxrx4OfVkdv/YfVTj6fMkug3f+ADJLoOskPPT2JTXFZwIBss+p4SeD6349sss4H3weF//y9p3srs1nZDLAu79ykJb+pdmr/vsllavy2m0VyTURNatEZVQRVhsVhkmahkNg1vAWBzS+TkVUC0l8/nZS48v+Hjzt9M/hK+k+DTPj4M+ForVGSwmGwhGr447qFL52vvPPVZZl/ePQ8KTRUh7cU01dYQZ9Y9N88ekGo7XMSddpCAUgowhyzWYmB4KhyN/4lmRufBVvUKsD1LJrS9W12EVRfEnjS1gAF3+h1nWvNlsH8MS5bgDuWl+SnP5vE1iWo+yOW6vyAAdOdnRg42tTMje+LAsKbcl33yWztQAri3XAfYrsfD39WZVnsuZeWLUIJW7BSviN74E/B5qeUxMfQ6FFlfLsL39ARbibUTK44w3XsVtehXSfmy+/ew/ry7LpHpni3V89yMDY4lSCQxMz/OxUBwC/vjsJh584sOHg+ID7nnPq5i0tT230GCQUCnOuU91kbCxP4ps3rXzuMP851DmX9T2jTEw7PC9pNjrfq3InuMzedl3qHmV0KkCGzx2xjqYkBStg92+p419+ctHfabHA63bxp/cp9c9/PNNA94hZx8VVmZ3vZTg65mL3KFOBEFl+TyTXLynRii8HNL7W2Iqv5v7xZT/ZURpfwvwY74+eGFfdZbYW4NlLvQDctrbYcCVJhoMaX1sqHaj4mhqNTh90QuMr2Sc6arTd0QE5X3pCUEoovvrq4cR31PEdH13865Rvhbf+p9ohP/M/8Oj/XvAkoplgCN+hLwDQXHk/6ZmLu6nKzfDytffspSI3jYaeMd73jZcWdaH2XwebmZwJsa40Ozknlzko5ytpFF96+mDpZuM3b22DE4xOBfC5XZFme1KilXNdpyFk9oapNMdPYaaPUBjOJ5NyQedMVe4yWga8PDsp5TeNb/8z8GWraYWnv2+0lNdsKWNbdR7j00H++THz10FXoD+jDrA5npyllE3KbESNHo7Vc95o4xWgOMtPXoaXkEx2lMaXME8uPw2E1SjmnAqjpXSPTEZ2Um9aVWi0lqRDh1YaDvyEaOPrcu8YQxMzhqux6T4DhCGrTNmNDDITDEUu7pPa6gjRgHsnKL6KtOIrBRpfB7+k1F6r71n6TdWK2+CNqnHFi/8Gz//Lgp7+wgvPcXPoJUJYrHzgz5ZUSlluGl/7rb3kpHk43DTAhx86SjA0/0bcVCDIV55Vttr33boiOYefOKnxZZ9/6ntGnb1bHGl8bTJbB9E8tNUlWXjdSXypXbAKvJkQmDC+cWFZ1iy7o4M2zK6Hg3LnIvbbZJ0SvRAyi+DmD6vjxz9lNGPUsiw+9mqlAPqvgy00OK35EFF8bTdaBsBJ2wWyJZmzEUGp6V1emBmDoRajpViWxdoSbXd02GcvwSTxt7GQULRH3nCoPcCBS32Asn8lbeC3KfRuTvdZ4+PJ8zN9VOWrPCLHBNx3nVJr2WazdQCNvWNMB0Jk+txU55vN1FsyRbbiywmNL1t90dw/zkzQ7C7ckpgeg2PfVsf7fjc2r7nlLXDPp9TxLz4OJx+e91P9z34GgEsFt5NWtvQcm7Wl2XzxXbvxuV08erqLv/rxacLzVKF964VmukemKM3x8/rtlUuuxQilduPLAUqbkmw/BVpp0+lgpU2k8bXRbB1E/zutT3Y7mcsV/T50QBNW2x2TJucrMB21Ojmg8aUbhkmdO7cQbvygykscaITDXzVayg0rC7lrfQnBUJjP/uK80VpexvT4rGzE7UZLATiR7BMdNW5v9Nq3x/xkxzWRgHsHf4cnAGl8CfOj4Qm1rrzDaBkAz1xUNsdb1hQZriQJyalQQdbhYLTJYxA9seWEUxpf+gK1xAE3TvaX09qy7OSWe4OjMr5Ks9NI97oJhMJLDk83yqnvwdSQmsoYS/v5Tb8fbaT94Hdtte+1aTv2S/ZOPEcwbJHzmr+MWSk3rCzkcw+qm8VvPN/EF566fjBw/9h0xEryR/vX4vMk6WVO4So1QTkwAf1mA5Ety4rYHR092XG21dEwWpW+vjzJG18QzfnSE48NsinZAu57zqqBQml5kFdjtJRQKByxKyd9U2G++DKjMQBP/T1Mmv3c/Nmr1mFZ8MjJTo42DxitJULnSTV8KKvUuKNnOhCKfMdss3OAk5pinfNlfkiNDrhf7pMdk/SKUEgo/ZfVbonLA3U3Gy0lHA7z7KUeAG5dLfleC8ayolJmB9gdNzst50tPUHNC48u+cVpXmgI3TtrqONYDE4NGS3G5rNSY7HjkG2rd/VuxDUy2LLjv07Dx9eqG7dtvhUuPzf34yWEyfvYHADydcz9lq2ObEfLarRV84rXq7/Hvf36Of3uyfk7lVzgc5mPfP8HQxAzry7L5td1mA86XhMsdtexJwP31Ge2GsW7Ait5sGORsp/rvtL4sBZQ15U4KuFf/Pc91DBNIBsXubJujYct1Y98YY9NB0ryuiOV/WbDjXeoaZLwPDvyz0VLWl+Xw5p1q2MpnfnZu3irmuOKgYPsLXSNMB0Jkp3moLUxypwNAiZ7s6ADFV4lSfF3sFsWXIFyby0+ptWov+M3ehNf3jNE1PIXP42J3XQqPYo4nWsrcccxkFUDUw3/KCY2vcDi6K6O/rAyiG19rU6Hx5c9WuWkQHR5gkBXFSZ7z1X9ZTQqzXLD1rbF/fZcb3vhFpfCdGYNv/zoc/tqVgfeBKcL//R7yp9ppCRUTvOsvY18L8N5bVvChO5Vq8O9/fo6/+J/TV82a+sdfXeTR01143Raf/bVtyR/e7KScL6cH3Gu1V8EK8GcZLWViOkijfW5JLcXXiQUPvYg1dYWZZPrcTAVCNCTD+dtJ+V723+6G8hw8yZw7t1DcHrj7k+r4+c/DSKfRcj5yz1r8HhcHL/fzxPluo7UAL298GUZvgm+tyk3ObM5Xou8lepww2VF9FzX3jyfXVNwYs4zOfMKiaXperXW3mK0DONTYD8CO6jzSvG7D1SQpkcmOx4yWAdHGV1PfOEPjhgPuR7thol81E4rXma2FqA8/ZUaOR3K+zE80WqUVX71JKvk+9T211t0K2aXxeQ9vGrz9u7D5zRAKwI8/DN96E9Q/AaM9cPkZ+MqrsOp/xXjYz/+y/pBbNq+MTy3An963no/fry4iv/lCE/f/8zP8z7E2uoYnOdsxzB8+dDRicfyLBzalhpXHSY2viqjVMbSAQQMJQ29aOCDY/mL3CKEwFGb6KE6FHNKSDUrxPzEAQ61GS3G5LDY4vQk7Gwc1vk4vp2D7V7LhAbV5PzMOT/6d0VIq8tL5zZvrAPj7n51f0OCWuKA3wR3U+NpSmWe2kFhRrBtfF4xPdizK8pGf4SW8zCc7SuNLuD4tL6i15gazdQAvNSpP/J66AsOVJDHa6thjPuA+L8NHdYEKuD9lekqTvnEqWAnedKOlTEwHabLzp1Km8aXtjoYngwGsLFaKkPpktTqeskezb3lLfN/H44c3/Qfs/ytw+6D+cfjmG+Czq+Hrr4X2I0y4s3nvzJ9QvunWuG9GvO/WlXz53bspzvZT3zPGhx86xr5PP8ar/98z/PBYOy4LPn7/Bt55Q21c60gYZbMsZoaVNiuLMvF5XIzNOjc5Cifle3VE871SQrXg8Uftow6y3Tp+smMwAJ12lqoDQsNPLbdg+9lYFtzzV+r4yDeMX4d88PbV5KZ7Od81wveOGGwmT41Cjx2074DPqJ7oqPN/k56CFeD2q6zOwUajpViWFVF9LeeAe2l8CddmpFPle1kuqNpjuhpealKKr11ic1w82eV2wH3IEQH3W5yS8xUJtjdvc7zUPUrYVgwUpYJiAKKNLwcE3OuMr6S0OvZcgO7Takz2hgfi/34uF9zyh/CB52Hnu1UALkB6PqEd7+JNfJbnQ5t43fbEhOLevaGUX/7Rbfzh/jWRnBq/x8X+DSV87wM38b5b46c6Szilm9R371g3jHQYLcXjdkWUNsbP1VdDf5c5QPGVUvlemjLn5Xw5PuC+76K64fVlqQ01g4TDYU61qf9em5aj4gug9iZY+2o13OlXf2m0lNwMb8S+/4+/vHBV635C6DwBhCGnMn7q8XkyFQhyzj53bkkFxTao2Igie8p1t3m749rIZEdRfAnC1Wm21V4lmyDN7EVcz8gUTX3jWBbsrJHG16KRgPur020rBhwQbK+//FMi30sTsTo6oPFlZ3z1jEwxMmnYYrtQLvxMrStug/QEngeLVsPr/hn++Dx8og/+VyPHdvw1Z8eyyU7zcNOqwoSVkpfh4w/3r+XxP7mDS3/7as596lX8x7v3sCPVvhd8GVGrhM5hMchWfa5uHTRbyCsJBqLhwU44f3ekmE0dogH3DlB86cbN6fZhZ4SDz4W2OZZtje0AkkXQOjDB0MQMXreVWtcVC2X/X6rNhHM/iarxDPGuG+uozEunY2iS/36pxUwRDsr3Ot85wkwwTH6Gl6p8s66LmFKiJzs6ofGl/vYviuJLEOag5UW11uwzWwdw2FZ7rSvNJjfda7iaJEcC7q/EQYqvlMv3glmKr3rjWQc5ad6Iki7pVF8XHlXrulebeX/LUmHBwONnVTDv7WuL8RoKS/a4XalhJ5uLSp3J6IDGl20/OdHqMMVXfz0Ep8CbAfkrjJYSDocjGxcbRPEVF9aUZuFxWQxNzNA2OGG6nLmJ5HttNVsHUVvo2tJsfJ5lfOtXsl5NLAbjEx7TvG5+53alBPzSM5fNTCmNNL62J/69X4H+XtlSlZda3+mRgHsnTHa0G1/dovgShKujFV81N5qtg2i+167aFNvVN4EE3L+cUMhRioHztgw5pXZm82pVQHJgAobbTFfDSlv11ZBMOV/j/dFz8pp7zdYC/OpsFwB3bygxXEkKU+GkxlceoDYpHBVw3zVLrWtYWdMzMsXA+AwuSzVoUgY9aGG4VZ2HDOL3uCNZNY62Ozopd86eEq3tysuam/5ArScfhsFmo6X82q5q8jO8NPeP87NTBqZN6u+VcvOKL53vtSXVMui0arvbfONLWx1bBpbvZEdpfAlzMz0W3bGqNq/4OtQkwfYxQwLuX85QM8yMqQBvw1kcABc6teIrhW6c3J6oGsMBdseVkcmOSdT4uvSYyicp2Qj5ZgPc2wYnONc5gsuCO9ZK4ytuzG58GbZ1rSrOJN3rZmw66KyJqJEGg/lNi7P2ubuuKDO1Jk+n5UTP346wOybBZMfIpFHzn0utIl+fSiryxVK5U0UFhIPw/L8aLSXd5+bdN9UB8O9P1yfWujs5FL0Wc4LiK9UmOmq01bH3grLlG6Qwy09hpo9wWGUJL0ek8WWAQDDExa4RWpw4GWk27cfUF0N2BeRVGy1lKhDkjN0UEcVXDJCA+5ejbY5F68Bt1kY7ND5D5/AkkGKKL3BUzldU8ZVEX/6XfqXWtfeZrQN4+kIPoPIW8zN9hqtJYUo3q0EG430wZCgHxsbjdkUaDo6yO/Y4R62rs1PWpdq5G6KWPQfYHR0fcD/aA2M9gBWdiGkQrfhKuWuKxXLTh9V69FtqsqFB3nVjHX6Pi1NtwxxpHkzcG2thQ24NZBYl7n2vwuRMMNKcTZmJjpq8OvCkKzv+wGXT1USUyMt1sqM0vgzwt4+c5Z5/fJqvH2g0Xcq10RLYyp1m60CFxc4EwxRk+lIr9NAUEnD/ciJWGfP5XuftL6PKvHSy01Isy65QTTFyQuNrRZH68k+ajK9wGC4/rY5X3mG0FIAD9X0A3Lza7AVzyuPxRxUjDrA7bnFizpdufDmgwXDRtqmvScUGQ5nzAu7PmFKJXw+t9sqvA1+m0VImZ4I02t9zoviyWXWXUvdPj8Cph42WUpDp44Ftairyf77QlLg3dlC+15mOYYKhMEVZPspz00yXE1tcLihep44dEHC/piSbDJ+b4WQb7BQjpPFlAP3Fo3dgHIuDpn1EJbC5qRV6aBIJuI/ioGB73fham0r5MJpCW/HVe9FsHUQVX5d7x5w9GUzT3wAj7cqOa9h6Hg6Hed5ufN2YwGmOyxZH5Xw5ZAqvJjCl/jbAGY2vbnX+XlOSgufv8m1qdcBm2YZydR3dPjRJ3+iU4WquQsTmuMlsHShLUygM+RleirP9pstxBi4X7HqPOj70ZeM28t+4QUUX/ORkBwNj04l5U/137IB7vFOpfo/noID7j71mPaf+8j7ec7PZQTCmkMaXAdbbk3705B/H4qDGlx6fnnISWJNIwH2USOPLvFVG53utTcWdWQdZHWsKMnC7LMang3QNO/DG6ZVcfkqtVXvBa1b1Wt8zSu/oFH6Pix01eUZrWRY4qPGl81dOtw+ZmUL2SvouKcu+Pxeyy4yWEg6HI9OyUirYXqM3y/ouwaTZ69fsNG9k8+KEU5qws5k9cMEw52fZHFOyqbBYdvwGuP1Kwdh+xGgp26py2VSRw3QgxPeOtCbmTR10jzd7omNKojdlHKD4yvB5cLmW73lAGl8GUF8+0Ds6Tc+IQ2+4JgbViHBw1ElRW+KEGCAB94rgjAqdBEcpvlIyI6ZwtVoHm2Fm0mgpXreLmoIMIElyvi4/o9YVt5qtg6jNcXddPn5PCgV4OxUHBdyvLMoky+9hcibEJSf83URsjuuUhd8g3SNTjEwGcFmwosisvS0uZBVDbjUQjuYDGWSbfZN80km2W40DVeRic3wFGQWw6Y3q+PDXjZZiWVZE9fVfB5vjr0KfGIjmTTnA6qj/hrem6j2egxRfyx1pfBkg3edmRaG6KHKs6ktf1OTVqi8Hg0zOBCO7qKL4iiEScK/oq4fQDPiyIK8mse/9CsLhcCRwcl0qXqRmFitlBuGoPckgerJjvdNzvsJhaNSNr9vM1gJRm+NKsTkmhJKNSpkwOWQ8HNflsthc6aCA+57zatUZKgbR+V51hZmp2xB2lPrQgXlzAKFQtPHlAKvj+ciU6BzDlTiQ7W9X65kfKtu0QV67tRy/x0V9z1j8hzZop0f+Ckg3OzBsfDoQsYhvSdV7PK346r2oNtsFY0jjyxDr7XyCcx0OzfnSuU8OUHtFQw/9lOWkWOihSSTgXtE9K9jeAYqBwfEZXBasKk5Bq4xlQZGt+tIqO4Noq0y908c695xTE8I86VC5y2gpoVCYFxok3yuhuL1QtkUdO6DhsNVJShsHKWv0pkVK2hw1Dmp8RfPmBs0W8koGm2BmTDWrC1aZrmZW4yuFP5eLpe4WNbl+cggu/sJoKdlpXvZvLAXgB0fb4vtmDrI5nmkfJhSG0hw/pal6j5dbrTbXQzNqs10whjS+DKFzvs46VfHloJNiRAJblaKhhyaRgHtH3TjpC9S6okzSvCmqGCiylRkOCLhfbQdQ1zvBsnUtmg6otXqvmvJnkPqeUQbGZ0j3uiMNECEBOKjhEFHaOCFbyUmKL53vVZKCal2Ngz6HGytycFnQNTxF17BZ6/zL0MH2xWvB7TFaytD4DJ32f5u1qRifsFRcbtjyZnV84rtmawHesL0SgB8dbycYiqPd0UH3eJF8Lzs/MiVxuWblfJ0xW8syRxpfhtA2pvNOnezoyJNiikpgTSIB984Ktk/lfC+NDrjvPW+2DqKqOscrvloPqdXwNEeAI80DgNqI8LrlEiJh6HN1m9kQZogqbc62DzMVCJorJDAdzSJ1wETHS93LQfG1Xa0Dl2G832gpGT5PpJnjKLujvrF1wDWFzveqzEsnO81ruBqHsvVBtV74uco3Nsjta4vJy/DSMzLFgfre+L2RgyY6apdHykfZlNrnAz34QjCCXLUaYoOt+LrYNeqMyUizmRyCgUZ1XL7VaCmgrI4AmyoknyDmSMD9rItU5yi+UnpnViszesw3vrTiq31okrGpgOFqrkGk8bXXbB3A0eZBAHbWms0FWXZU7VZr2xHjGSE1BRkUZPqYDoY4E+8smmvR3wChAPiyIafSXB3ofEbVQNfnlZQkPV/lAoGjlOJ68rcj6HJQ48t2laRkZmisKN0MxRsgOA3nfmq0FJ/Hxf1bygH48fH2+LzJWC8MNatjB9zjnbD/dlNe3FC6Wa3S+DKKNL4MUZWfTqbPzXQwxGWnBStrBUxOlfHQw5lgKLKLuqFcGl8xZ7kH3E+PQ78dFl1iPoT2wnKYvqStjn2XVAiwQfIyfBRl+QBo6HHYeVgz3q/+W4HxfC+INr52VOcZrWPZUbgG0nIhMGH8wtmyrMj//4/YnwcjOGiiY+/oNEMTKZzPOJvKnWp1gN1Rq0QcYbvV6M00BwTbn+tM4WE5scKyYOPr1bHhxhfAa+zG12Nnu+Njd9Rqr8LV6jvFICOTMzTY98CbU77xZZ8PpPFlFGl8GcLlsiJfRGedZnfUDRAHfGk39IwxEwyT5fdQlZ9uupzUY7kH3PecA8KQUaRGtRskFIoqBtam8kVqfh24vDAzDsOtpqthpX2TeqnHYedhTdthtRauNj5hd3hyhgv2RsSOGlF8JRSXCypt1ZdWABpkR00eAEdt66sRIo0v8zbHi/amRU1BRurmM2oclPO1ZdaghXA4jplI8yUwHd2ocICKfFnEJ8SCDa9Va/1jMG12E2zvigJy0730jU3zUmMc7MQOirI53T5MOAwVuWkUZ5vNL407WgE61KycVYIRpPFlkPW2gulch8MC7nU32gGNr3O2THt9WbYE28eL5Rxw76Bg+5aBcSZmgvg8LmoLMkyXEz/cHii0J105YLJjJOC+26GKL93kqNpjtg7gRMsQ4TBUF6Sn/kWqE9FWVwc0vnbajc+jTlF8GUYH269O5WB7jYOyQTeUZ+N1W/SNTdM+5ICAewfZbwEu6YELqZw7FwtKN0NeDQQmof5xo6V43S7uXl8CwC/OdMX+DdrtnEgHNL4iNsdUz/cCtXGZXaGO9b2HkHCk8WWQDbaq45zjFF/OaXyd7bCtX+XL4GLSFA66iE14wL2TQmjt88Dq4iw8qR4aXrRWrT0OaHxpxZdTA+4jja/dZusgqu7ZUS1qLyPoz0DLQbN1AFur83BZ0DY4YW6iXmSiowMUX8sh2F5TthWwYKgFRnuMluL3uCPuiRMtg0ZrAaKbOUVrjNtv+8emGbCvo1YWLYPP5VKwLFj/gDo++xOztQD3bioD4NHTnbFVMobD0PqSOq40f01xzP6b3b5crikidkfz0TLLlRS/u3I268ocqPgKhaLBnA5ofJ2PKL4k3ytuLOeAewcpviKWhFS2OWp048sJkx1LtNXRgY2vUAhabatjlflgez3RUdvchASjb1QGLhtvOGT5oxP1jNgdgwHovaiOnaD4sm3qa1I52F6TlhOdzusEu2NlHuCQnC/9naa/4wyiN3Mq89JJ96W4/TYWaLvjhZ8ZHyBy+9pi0rwuWgcmIgO+YsJQC4x1g8vjiGD7Y7ZiePtyyQyVnC/jSOPLIPoGt31oMjHqlvkw1AzTI+D2qUwZw2g13AZRfMWP5RxwH2l8OUDxpfO9lkMWh75R1TeuBtFWx6a+MWacNmG3vx6mhsCTbvwzGg6HOdGq/iYl38sQ6XnR4RBtLxktBaKfAyN2x4HLEJoBbybkVif+/V+BbjIsi/M3QIXzAu5Ptjqh8aWbseYbX/U9y2DKaCyp3gcZhSp/qdXs+TXd5+aW1Sp39snzMdzk0JmhpZvAazY3uXt4kvahSSxrmVgdYdZkxzNm61jGSOPLILnpXirz1InnfJdD7I66C128Dtxeo6UMjk/TYWc2LJuLSRMs14D7iQEYscdFO0Hx1bkMJjpqtFqgx7ziqzwnjXSvm5lgmOZ+s4rHK+g4rtayzSobzSBdw1P0jU3jdlnL4zPqVKrtrDcH2B132sq/IyYUXzrfq2iNCv43SP/YNH1j0wCsLM40WkvCcFDAfWSyY+ug+YD7HucpvlJ+ymiscLlh5Z3q+NKvzNYC3L5ONb6euhDDxpcDbY5rS7LJ8pu9vkkYpfYGZtdpZTsVEo40vgyzPpLz5RC7Y8TmuNlsHUTVXlX56WSnmW3CpTzLMeBeq71yq5V1wyDTgVBkdzalJzpq9E3BeC+Mx2Fq0QJwuSxWlaibVcflfEUaX+YtCfrvcXVxVupPrXMyesiBAwLuteLrROtQ4tWSOkvJATZHfe6uzEsnw7dMbuAija8jxm/g1pZm4/O4GJ4M0NRncPMiHI4qvoqc87kUxdcCWL1frU5ofK1Rja8jTQMMT8bIFaQVXw7IDI3me+UZrSOhFK5RU82nR2Cw2XQ1yxJpfBlGh7brEHfjaKubA6xfOvtM8r0SwHIMuI8E25tXe13uHSMQCpPl91CRm2a6nPjjm2VPcsJkR3tHvN5pOV+dJ9TqgCyO0+3qfLypQs7HRtFZb21HVM6VQVYWZZKb7mUqEOJsorNKey+p1QGRDA32eWPZqL0AyraonKDRLhhqNVqK1+1is31eOmYy4H64HWbG1H+XghXm6rCJKr6W0edyqay6S60dx4znKNYUZrCyKJNAKMyBS31Lf8FgIHqNX7lr6a+3RI7bEx23LafGl8cX3azpFrujCaTxZRjd1HGO4ss5Ex21/VPyvRLAcgy414ovB0wE05/1NaVZWIYnQSUMB9kdVzlxsmM4DB268bXNbC3AaftvcVPlMsnicCrF68Cfo26wu80G5LpcVmS3/nBTgu2OfQ5qfPWOAaoRuGzwZUSdAQ5SHxoZtKDRwfb5K4xHhUxMB2kbnABE8bUgskujCuv6x83WAty2NoZ2x+4zEJgAf65SHhkkFApzokVdUywrxRfIZEfDSOPLMLqpc75zhFDIsN93ZkKFKYMjrI5aBSeKrwSwHAPudePLAU3eZZXvpdFWECcovuwbg3onNb6GWmGiX6kHHKDAFcWXQ3C5odpWfTU9b7YWYO+KAgAONSbYstynLWVmb+AAGnrsxtdyy1KK2G6dMGghD4CjJhVfDpoy2tA7SjgMeRleCjJ9pstJLpxkd7Rzvp6+0LP0/Do9EKVyh/FcxPqeUUamAqR73awtXWbnzZJZOV9CwpHGl2HqCjPxeVyMTwdpGTAcrNx7UTU+0vMhq8RoKeFweNaUpGV2UjTBcgu4D4ejXzoOaCroPLt1y2mIg5565aTGV8+Y+XBkjbY5Fq8Hj99oKYPj0xH1wEZpfJmn5ka1Nh8wWwewp041vg5eHkjc3854vxpOAlCwMjHveQ0u24qvFctJ8QWOzJs70z7M5EzQTBGRYHvzzdh6uxm7ungZqchjxeq71drwhPH8uhtWFOJzu2gbnIicZxaNzvdygM1RW5K3VObicS+zVkRksqM0vkywzD5tzsPjdrHGvukynvOlb0CL1qlGiEG6hqcYnQrgdlnUFi6zi0lTzA6rNczWyjxATWmKCyOdMDkIlssR05cu2FbHZRFsr9H/3R1gdawtzMTtshidCtA1PGW6HIW2OTog2P6MrfaqKcggRwaNmKf2ZrU2HTB+Y7a1Khefx0Xv6NTSb8zmi1bW5FSpvECDBIIhmvq04muZXavogOyO4xAwe96syE2jJNtPIBSO/2CcuZh9DW0Ymei4BKr2gCcNxnqMX5+k+9wRNePzDUvM+WrVjS8HBdvb/9uWFdpl0ncJZibN1rIMkcaXA3BMzpc+wRebbwToL+3awgx8HvmYJgT9ZeiA3dut1blYFrT0T9AzEocLah0qWbAKvGbD5MenAzT3K7XnslJ86ZuDwWZlszaIz+OitiADcFDAvYOC7XXWntgcHULlTnD71Y2ZzroyRJrXHcloOXg5QXbHiM3RfL5X68AEM8Ewfo+Litx00+UkloKVkF4AwSnoNBuRYFlW1O7YPGimiEjjy/w1tEx0XAIeP1TvU8eNz5itBbhxVSEALzQs4fw6OQw959SxgxRfyy7fCyC7TJ03w6Ho/0+EhCEdBQcwO+fLKDqY0wFf2pe61X8L2a1KIHr3tu+SspIYJCfNG1FCxiWsVud7OWCi48UudYFalOWjMMuspS2hZBYpWzVh4zfvAKtKHBZw33lSrQ5QfGk1sjS+HILHH7WZNT1nthZg3wptd0xU48s5wfazbY4u1zKzlFmWo+yO26vtgPsWAwH3E4NqwiU4oiGr8ypXlSwzFWKsqLtVrQ5ofN2wUjW+nq/vW7ydvOMYEFbTtLNLY1bbYpicCUbiPZbVREeNZc0KuBe7Y6KRxpcD0IqvM4keB/5KtH3AATLtSD6B7FYljoyC6KQXB4TV7tRTmuIRVuugYHs90XHdcrI5gvryd5Dd0VGTHSeHYahFHZeaz6DTmzLrZNCIc6i9Sa1N5nO+dMD9i4lqfOlrFcOTySCqrFl2NkeNgxpfRhVfuhmbXQ5pZiffBkPhyKTR1cXL7LoiVqzQja9nIRQyWsqOmjz8tp180Yp0fU3vALXXqbYhgqEwxdl+KnLNOi6MIY0vY0jjywFoxVdT3zijUwEzRQQD0S9uB1kdV4viK7FELmIPmq2D6EXskaZ4KL50sL15xZduKqxdTjZHjW586RtZg0QD7h3Q+NKNwKwyWxVnjmAoHPlvIoNGHEStHXDvgMmOO2vycbss2gYnIkMQ4oq+VnGAskY3GFYWLdO/jSoHRSRU5eKyoGNoko6hBNvnHRRs3zowznQghM/jojJ/mdlvY0XFTvBmwHgf9Jw1Worf42ZXrboOeL5+kTlfOti+ykH5XtV5y3fwgm58dUvjK9FI48sBFGb5KctRXe9zplRfg00QnFaBjrk1ZmqYxSXJJzBDtd34ajHf+NKKrxOtQwSCMdxxC4Wg2/bVO2Ciow62X1b5Xho99r3XvOJrtZOsjvpCu2S92TqA5v5xpgIh0rwuqvMzTJcjaKr2guWGoWaVk2eQTL+HzbYN9lC8VV+hIPQ3qGMnWB17lulER03lTsBS15CjPUZLyfB5Ig6KY4lWffU5R4XYoD+T9tAWYRF4fFBzgzq+bN7ueKO2Oy424N6BEx2XZb6XRhRfxpDGl0PQI+KN2R31blXhGnCZ/VgMTcxEAs2XrX3AFFV71dp2RN1gGGRVcRbZaR4mZuUBxITBRghMqHDo/BWxe91FElF8LTerI8yyOl4wWwfRc033yBTDkzNmi9GN2WLnKBJXl2QtvwwjJ+PPgort6tgBqq+E2R0Hm9Umnduv8moM09C7zK2OablQbDfo28xHJGil+LF4RCRci/7Lai1cldj3vQp6ymhdkWxULIm6W9TqhJyvWQH3odACc76G2mCkQ22UlG+PfXELRBpf2Nd2lhpQM9ptupplhTS+HMLGcrvx1W6o8aWn0TjA5qhtNWU5aWSneQ1Xs8wo2QC+LJgeMT5txOWyIl+MMQ241/lexevA7Ynd6y6CgbFpuu0m77K2OvZdMt5ozUnzUpqjhgvUm1Z99Thp+MIytuI6nUjO17Nm6wD2rlA3Zi9eXqQiYb5om2PBSnC54/te12F0KkDXsL1Jt1ytjuAou+MOnQ2aaMWXViE6YDOtsU9Nia4tXKbN2FhRd5taHZDzta0qj3Svm/6xaS4u9PpEN6RLN4LPbDO0d3SK1oEJLAu2VJnNwjOKL0N9h4GovhKMNL4cglZ8nTbd+HJAsH0k30tsjonH5batCzjiInZnPC5iu86o1QE2Rx1sX5WfTpbfbBPOCHk1SrkRnFJWGcM4JuDeQVNHL3TrfC9pfDkOPXns8tNm6wD21hVgWcpm1Tk0Gb83clC+V6Od71WY6SM3Yxlv0jkw4P5E2yAzsYxIuBbhMAw0qmN9M2uQ5n7d+BLF15Ko2A6edJgcjN4jGcLncUU2gl9qWqCq1kE2x+O22mtVcRY5y13YELE7njJbxzJDGl8OQY+JP981krgv69loq6MTFF/S+DKLtju2mL+I3WkHeh6JqeJLN74c0FRYzvleoBqtOgzYUQH3Y+aKmBhUtgSIZqAZJKr4kvOx46i9CVweddOtb7wNkZvhZWul2sF/7lJv/N5IJjo6D934ckBEworCTHLTvUzOhCI27bgz3gdT9qZ1fm1i3vMaNNpWx9qCZf65XCpub1TN2PKC2VqAPXXqevhw4wKvh1t148tZwfbLnrItau2UxlcikcaXQ6jOzyDL72E6EIoEUyaMcHiW4st840urLVYt94tJUzhosuP2qjxASff7Rqdi86IRNY0DFF/LOd9LE8n5koB7IGoxzqlU+TkGmQmGIjf3a0qW8WfUqfizozczDU+ZrQW4aXURAM/Vx7HxpRVfTgi2713mwfaa4nXgy4bpUeO2ndkRCS81xjlvTqPzvXIqwWt2imIwFKa1X020FMVXDKjep9bmF83WAeyqUzmKLy1k0nkwAO1H1LEDJjrqTWxpfDGr8XXSbB3LDGl8OQSXy2JDubqxONMxlNg3H+lUu1WWyxEXk3qi4ypRfJlBN756L8B4gi4c5yA3wxtpRhyJhd0xMB2dviSKL2egG18OmOyorY662WOESAad+YmOTX1jzATDZPjcVOaZvaET5mDlHWpteNJkFQDcohtfl3oJhxcYwDxfIlZH84ovvUm5sniZX6u43LMmQptvEOy2leILahAshQG78eWAfK/O4UmmgyG8bosKOWcvHT3Zsdn8AJEdNXlYlrKydg/P007edQpmxtUmmuEom2AoHJm2usv+G13W6MZXzzmYiWM8gPAypPHlIIwF3OsLybxa8PgT+96vYDoQosXOJ1i93C8mTZFZGP2CdMCX/R57l+tgLEKT+y5BKAD+HMitWvrrLYFwOBxRfK1bzoqvYudMdtRN1qa+MaYChiw7WvHliMasVnvJREfHohtfl58yHsC8qzYfv8dF1/BUfJrH02Mw3KaOHbBJF5nouNwVXwA1N6q12bwlbLdWxjQOxK8BOxsdbF9gvvHVZKsQq/MzcMs5e+lU7QEs1dw0PH0vJ80b2SSdd1O3xXZuVO0Bl9lb/vOdI4xNB8nyeyQzFJRCNL0AwsHoQCMh7kjjy0EYC7jvr1erA8YwtwyMEwpDps9NcbbZJtyyJjIt7IDZOoB9K3TjKwbqs9n5XpbZi8LO4UmGJwO4XdbyzojRyqae88p2bZCSbD/ZaR5C4aiNKeE4MINOLlIdTNVuNYl3vM94SG6a1x3ZqHj2Yhzsjn32tUp6AWQUxP71F0A4HOZyRPG1jM/fmoglzHzja3t1Hh6XRefwJG2DE/F/Q211dELjy944rhGbY2xIz4t+Fzvgs73bzvl6ab45XzqyRGf3GmS2zVGasqh7ELE7JhxpfDmIjeUqz+VMx3Bidqk0+mKywHzjS09Jqi3MxDLcmFjW1N2i1sZnzdYB7LUbX6fahxmdCiztxRzUVNBqrxVFmfg9bsPVGKRwNVhumBqKhrobwrKsSJNHq50STret+Co2/xmVxlcS4PZC7c3q2AF2x5ttu+Ozl2Kg0H0l2qbuAJtj98gUY9NB3C6LGgkRVw1Yyw3DrTDYYrSUdJ+bTfaghXk3CJZCRPFlfqKjDravK5TPZMzQdkcH2Hj1xsLh+U521DVXO6DxZavUdorNMYo0vhKONL4cxJrSLDwui8HxGTriOQ78lTjoS1urLOqKZLfKKFrx1XkCJhOsQHwFFXnpVBekEwyFObzUzA4HBdtLvpeNxx9Vm3abl3vr6YV6mmFCmRiEMdtO4YCbe51hJBN2HY4Dc75ebOgjEOsJ1b062N7834a2clbnp+PzyKU0vkwo36aOHaCM2WPfXB9KRMC9gzK+mvtsxVeBXEPHjGqd82X+c62zsU63DzMxfZ04hpFOGGwGLKjcFf/iroNWfO2syTNbiJMo26pWaXwlDPm2dhBpXnfkBiOhOV99zrE6ym6VQ8ipUBdx4ZAjdrn2rSgE1M3UktBjgx3Q+DrbIfleESJ2x3Nm6yA6vfCCicaXPhdnlUFaTuLffxahUDiyESFWLoez8na1Nj8PgRhNv10kGytyyE33MjIV4HhrjAf1RCY6mr9WkYmOV0HnfLWYbxDsjihj4qz4mhqBsR517ACrY6Pd+JKJjjGkxrbxdhyHmQRYZ69BZV46ZTlpBEJhjrUMXvvBOt+rdJPx64ne0anIZ3NHjSi+IkQUX6eMZ3QuF6Tx5TAiAfcdCWp8hULR3SoHKL4ae9WJsU4uJs2j7TNNz5mtg6jdcUk5XxMDMNSsjvWXjUF0c3tThdkLEkegraeOUHypxtdFE1bHyI29+eDu9qEJpgJqOphMdHQ4JRshq1RN7zI8kMTtsrh5tdqoePpCT2xf3EFWR5noeBVqnJPzpZUx57tGGBqfid8b6XyvjEI1Oc8g4XCY5r5oXIgQI/Jq1WZUaAbajhgtxbIsdtk5X9e1O7bOCrY3zFF7muOakixy071mi3ESRWvA7Yfpkei9uBBXpPHlMHTAfcIUXyPtEJgEl0ed3A0ju6gOos5ufDWab3zdYCu+jrcOXl/ePRda7ZVXowJLDTI5E+SSbZXZKI0vRym+tNWxsW+MyZkET3bUja8i840vfS6uKcjA45ZLBUdjWbD6HnV84RdmawHuWFcCwBPnYzgFLRyepU433/gSNeRV0JawrtPKtm2Q4mw/K4oyCYejFqu4oKNCHGBz7B2dZmw6iGVBdYFsVsQMy5rV1DU/6Xx3xMZ7nc+1VnzpwRMG0crLXZLv9XLc3ujGr9gdE4JczToMrfg63RFji8Bc6AvJvFpwexLznnMwFQjSPqRkxGJ1dAA656v9iBojb5DqAiXvngmGObrYi1j9paI99Qa52DVKMBQmP8NLWU6a6XLME1F8nTM+2bE4209uupdQOKrqSBha0eIAxZcoWpKMNXbj66IDGl9riwE40TpEz0iMrJej3TA1DJbLEZayBnvjQjbpZpFdajsHwtB6yHQ1sxoEccz5cpBjorlfnbMrctOX98CceBCx8ZqP/tAB90eaBwiF5rheCkxB+zF17IRg+0i+lzS+rqBccr4SiTS+HIZWf7T0TzA0EUd5tqbfOfleLf3jhMOQ5fdQlOUzXY6QVwu51RAKGN/lsiyLG1aqL/sD9YvM+Yo0vhxgc7Qb2xsrcmR6KaiJsi6PknsPtRotRU12VM2ehOd8OcjqGFG0yI19crDqTvU31HcxqkIxRElOGpsr1bXMU7GyO+qmcF6NGohhkOlAiJYBtUm3ShrDL8dBQeC7bUvYS/HM+YoMhzLfjNVRIRJsHwd086j1kPEspvVl2WT43IxMBiLOgSvoOAHBKWXBNdyUnQmGONE6CMhEx6siAfcJRRpfDiMvwxfJUzmXiJwvrfhywG7V5d5oKKc0AxyAZUWnhdU/YbQUgFvWKBXBMxcXeSPlIMWXtjJrheeyx+OLNnscYHdcU2og4P5lVi7zja8GsZ0nF2m5UVXCxV+arQW4S9sdz8XI7uigpnBz/zjBUJhMn5uSbLNNOMdR46TGl9osO94yyFQgTrb1fucovpr6dUauNL5iTtlW8KSrrFh9LjKEx+1iW1UecI3hDZF8r73qWt4gZzuGmZwJkZvulY20qxEJuJfGVyKQxpcD2ZDIgPvIl7Z5xVejfaMlwfYOYvXdaq1/3GwdwG1rigA40TbEwNj0wp4cmI42VByh+LIbX5LvFUXnfDkh4L5EK74SGHA/0qHCyS035Ncl7n3n4HKvWLmSDifZHderxtfTF3uYCcZAIdGrbcDm870iNsfiTNmkeyW6+dr2kvreNcjKokwKMn1MBUKcaovT9fRAo1odkPGlg+1rCuScHXPcXqjcqY4dYHfUWVlzNr50jQ6wOeoad9bk4XLJ+fIKSjepdaQdxnrN1rIMWFTj6/Of/zx1dXWkpaWxb98+Dh48eM3H/9M//RPr1q0jPT2d6upq/uiP/ojJyclFFbwcSGjAfcTqaH636rL9pb1C8r2cw4rbAQu6z8Bwu9FSSnLSWF+WTTgMz15a4JdDz1k1kSctD3Kr4lLffAmFwrMUX2anQDkKnfPlAMVXZLJjdwIVX/rGPr9OXWQbZHImSKtt5ZKMryRizb1qvfyM8VzGbVV5FGT6GJkMzH1zthAcNPihIWIDlr+NKyhaA+kFamhS5wmjpViWNatBEIecr8BU1JrvAMVXY5+t+CoUxVdciNgdr33Pmwj05/qqgxvC4VnB9uYbX0fsiY6S7zUH/uzo+UNUX3FnwY2v73znO3zkIx/hk5/8JEeOHGHbtm3cd999dHdfXc7+7W9/m49+9KN88pOf5OzZs3z5y1/mO9/5Dv/7f//vJRefqkQC7uPd+AqFRPElXJuMgugulwPsjrfaqq8F2x1n53sZ3qFv7h9nbDqIz+OSiWCzcZDiS1sdm/vHFz9FdKE4zMoVDkO25C0mF8XrIbdGZbtcfsZoKW6Xxe12yH1Mpjs66O/jco/YgOfEsmbZHc1PwNtTN88JeIthoAkIgy8LMoti//oLpNm2OtZI4ys+VNlNpBbzja8dNXmAGkLT/0oHxFCrUpBbbqjYmfjiXsERmeh4fSJ2R7ObBcuBBTe+Pve5z/H+97+f97znPWzcuJEvfOELZGRk8JWvfOWqjz9w4AA333wzb3/726mrq+Pee+/lbW9723VVYsuZTbbi62L3CNOBOIYoDreqC2SXV4WYG6YxkikjX9qOYtVdanWA3fHWSM5XL+GFTP9zUr6XbXNcV5qN1y1u8wgRxdd54+GxRVk+8jO8hMNQP1d4bKzR+V5FTrBy2edisXIlF5YVtTte+LnZWoA71qnz9eNnl9j4Cs5ELWVOsDraNmDZuJgD3fhqOmC2DqI5Xy819s89AW+xzA62N3yeHJ6ciTRAasU1ER+0eqrnnMr6Mkheho9V9vnniknnWpFWtgV8Zu+nuoYnaRucwGXBtuo8o7U4Ggm4TxgLuuuanp7m8OHD7N+/P/oCLhf79+/n+eevvrNz0003cfjw4Uijq6GhgUceeYTXvOY1c77P1NQUw8PDL/u3nKjKTyc7zcNMMMyl7jjedOkbrfw6cHvi9z7zYHImSPuQsr/WyZe2s9CNr4YnjDck9q4owOdx0TE0ubCGhJMmOkqw/dUpWKma8DNjMNRitBTLshIfcB9RtJhX316WYPvkZZ19bXX+EePn6zvWluBxWVzsHo3kYi2KgUY1XdibATkVMatvsejGsEx0nIPam9Xa/Lzxz+DmilzSvW4Gxme4GOvr6QHbMeGIfC+l9irK8pHlN3s9n7JkFkXdMa0vma2Fa+R8tRxSa/W+BFd0JVrttb4sh0z5XM6NNL4SxoIaX729vQSDQUpLS1/289LSUjo7O6/6nLe//e389V//Nbfccgter5dVq1Zxxx13XNPq+JnPfIbc3NzIv+pq82qkRGJZVuSmOK4B9/3OmeioJdrZfg8FmWKtcRRVe5SUf7wPOo4ZLSXN62bfCrWD++T5edodQyE12hkc0fg62TYESLD9Fbi9UbWTI3K+Ehxw36fDu81buXSTQjKMkpAVt4E/B0a7oPWQ0VJyM7zcuKoQgEdPdy3+hWY3hQ0ra4bGZ+izlTUSyzAH5dvAm6lUMT1mres+j4udtXkAHLzcF9sXjyi+zF9DN9oZuaL2ijPVzrE76sysK3K+nBhsb/8NCnOg7016L8DMhNlaUpy4+2yefPJJPv3pT/Ov//qvHDlyhO9///v89Kc/5VOf+tScz/nYxz7G0NBQ5F9Li9ndfxMkJOBe53s5SGFQVyTWGsfh9sLKO9SxA+wzOjfmsfnaZ/ouwvSIUgvoHClDhMNhTrQOAiL7vioOyvmKBNwnQvEVmLbzYnCElSui+BIrV/Lh8UVD7s/92GwtwL2bygB49PTVN0fnhZMmOto2x9Icvyhr5sLtjd50Nz5nthZg3wrVfH3hcowD7iMZueYVX0224qu2QKJC4kqk8eWcyY7HW4aik3NnJqI5UQ5ofOmmnOR7XYfsMsgognBIDRMT4saCGl9FRUW43W66ul6+c9fV1UVZWdlVn/OJT3yCd77znbzvfe9jy5YtvPGNb+TTn/40n/nMZwjNIYH2+/3k5OS87N9yIxpwPxS/N3HQblVTZLdKvrQdyfrXqvXcT83WAdy7UZ1rDjb2Mzg+j3HpbYfVWr7duKW3pX+CgfEZvG6LDeXZRmtxJA6a7LimxLY6JmKy42AzhIOqOZt99e/SRNIoE3aTmw0PqPXsT9SEL4Pct7EUy4JjLYN0Di1ymndkoqP5xtdlmeg4P7Tdscl842uvrRI/eLl/Ydmg10NfQzvA6qivoSXYPs5o+2DbYQglaPDNHKwqziInzcPETJBzHfZ1SvtRZQvPKjOe3TwVCHKqTYk3ZKLjdbCsWQH3YneMJwtqfPl8Pnbt2sVjjz0W+VkoFOKxxx7jxhtvvOpzxsfHcble/jZutxsgtl9AKcbmylxAKb5iHsipGWxWa15tfF5/AbQOKGlntexWOZO196kJMV2noiHDhqgpzGB9WTbBUJjHz81D9aUbX5Xmp9scs9VeG8tz8HvcZotxIo5SfKkb25b+CcanA/F9M/03lW8+JHlsKkDvqGooy01UkrJ6P7j9KoPI8O5xSU4aO2x16y/OLFL15aCJjrMHPwjXoG5W48vwtf726jx8bhc9I1ORxuWSCQai19CO2DxWii/JyI0zxeuVlXx61Pi51eWy2Fn7Crtj8wtqrd5r/FriZOsQ08EQRVk+auTe7vroxleHTHaMJwu2On7kIx/hS1/6El//+tc5e/YsH/jABxgbG+M973kPAO9617v42Mc+Fnn8Aw88wL/927/x0EMPcfnyZX75y1/yiU98ggceeCDSABOuZHVJFj6Pi5GpQCT/KqaEw1FrTb75xleL/b+xOl9Ojo4kowBqb1LH5x4xWwtw70aVM/iL+eTGRBpfu+JY0fw43jIIiM1xTko2qrX3gvFQ5MIsP0VZKm8wrkNGYFZIcl1832cetAyoc3FuupfcdK/haoRF4c+KDiU5+xOztQD3LdXu2Oug/Ds90VHyva5NxU7VfB3riTYuDZHmdbPd/s49GCu743ArhGbA7XPEwAXd+JLNijjjckevJR1gd9RKqkjAvW581VxdjJJIDjWqmnbXFkiEzXwo36ZWUXzFlQU3vh588EE++9nP8hd/8Rds376dY8eO8fOf/zwSeN/c3ExHR0fk8R//+Mf54z/+Yz7+8Y+zceNG3vve93Lffffx7//+77H7X5GCeN0uNpQpq82peNgdJwZU7hFAXk3sX3+BtEQUX+mGKxHmZP39anWC3dG+kXrqQg+TM9eQmwemoPOUOnZA4yuS71WVZ7QOx1KwQt0szYzDYJPpaqJ2x3gH3EcUX3XxfZ95ELmBkh3a5GaDtqebz/nSja8XGuZpT5/N5BCM2cpeJzS+ZKLj/PCmqcE4AI3Pmq0F2LdS2R1fjFXjq3/WZoXL7Cb+5EyQzmGZip4wtN3RAQH3L5vsGApBi934qnVC40v9re2xrcbCddCKr65Txm20qcyiwu1/7/d+j6amJqampnjxxRfZty86MvXJJ5/ka1/7WuT/9ng8fPKTn+TSpUtMTEzQ3NzM5z//efLy8pZae8qzybY7ao90TNE3Wlml4DXbbAqHw7QOiOLL8ax7jVqbD8DoPIPl48SmihwqctOYmAny1IVrTHfsPKV2ZTMKjTd4A8FQZKKjKL7mwOWGorXq2AE5X9ruGPeAe30+dkBIslbfinIgyVn7arBcavfYsD29riiTdaXKnj7voSQarRbKKoU0s3mvoVA4mn8niq/rE7E7HjBbB9GA+5gpviIqXeecs7P9HvIzRKUbdxwUcL+tOg+XBW2DE/RdPqY2CnxZUGp2gnkoFOYl3fiqk3yveVG4GjzpauO3r950NSlL3Kc6CotnS6TxFQfFVyTfy7zaq3d0msmZEJYF5XlppssR5iK/VqmmwiE49X2jpViWxf1bywH4n2Ntcz9wts3RsNT6QtcokzMhsv0esclcixLn5HytKdWKrzg3vvqdY3UUxVeKkFkYDRg/8yOztQD3bVaqr5+d6rjOI19Br873Mh9s3z40weRMCK/boipf1OnXRccjOCDna2dtHh6XRdvgRKRRtCQcNByqUU90LMoQS1kiqNoNWGpDwfAmcJbfw/oytSHQefIJ9cOqPcYHOV3oHmF4MkCGzx0Z1iZcB5d7Vs7XcbO1pDDS+HIwmyvsxlf7UOwHAWgbkQOC7XWmTFlOmgR+O50tv67Wk981Wwfw+u2VAPzqbDfDkzNXf1DbS2qtcECwvZ3vtaUqF5dLLk7nRAfcO0LxlQCrYzj88nB7w+hMyVppfCU/m96g1tNmNyoA7t+iNiqeutDD0MQc5+urEQm2XxWHqhaGDkavKcjA45bL5+tStRdcHhhuM25dz/B52FKlrqljovrSmxUOUOlGpqIXyIZaQkjLjU6gdoDdcWdtHgDh5ufVDxyU77WzJl/OlQtB53x1HDNaRiojn0YHs7YsC4/LYnB8hrbBidi+uATbC4th85vUdMe2w8aluJsqclhdksV0IMTPT80RmtykLwT2Xf33CUTnHeyuFdn3NdEB911mJyYBrLMbX22DE3M3V5fKWC/MjAEW5JkdPw6zrI7S+Ep+Nrxena/bjxo/X68ry2ZtaRYzwTC/WEjIfZ8dbF9kXvGl871WSr7X/PBlRDedGp8zWwuwd4XO+epb+otFGl/mFV9apVsr9vTE4SC7o8r5ClM2eFT9wAn5XnZzebfYHBdGpPEliq94IY0vB+P3uCOKg5jnfEWsjuYbX612sH2VBNs7n6wSWHWnOj5hVvVlWRZv3KFUXz88ehW742ALDDWrG7+qvQmu7kr0LvNeO2tEmIPSTWrtOQfBODWb5kluhpfyXGW/vtAZJ7ujzorJqQSPPz7vMU+CoXBEgVstja/kJ6sYVt6ujk//wGwtwANb1fS7H59YgN2xzzlWR634Wlksypp546CcrxtilfMVDjsq46upXxpfCUcH3LceMlsHsKumgEp6KQr1EnZ5HDHISed77a2TYPsFUbFdrR3HjU82T1Wk8eVw4pbzFbE6ms/40sH2VaL4Sg603fH4t41PHnndNnUj9XxD35W5HVr2Xb4N/GZ36NsGJ2gbnMDtsthRk2e0FseTVwO+bDWUQN/0GmS9PV33XNwaX41qdYBlpnN4kplgGI/LoiJPNiJSgs1vVqvhXEaA19rn6+cu9dI3OnX9J4TDUaWaAyY61vcoy7NkNC4AnTPXZH6y4666fFyWysTqsqcgLorRLhVAbbkccQ0dsTrKRMfEoTdT245AYIGTamNMdUE6d2Wo8+R4wSbwmf0ctA6M0z40idtlsV2udxdG8Xpw+2BqGAYbTVeTkkjjy+FsrlShgKfaY9j4Coejii9HWB2V4qtawmKTgw0PQFqe+gxd+pXRUqoLMrhldRHhMPzni80v/6XeYdYBuwbRsu/NFTlk+s2Gjjoey4JSbXc8bbYWYJ0dHHuuMw7TdWFWsL35c7G+garKT8ctOXSpwfr7weWF7tPGB0asKMpkc2UOwVCYn81lT5/NcJtqMLg8jvj7EKvjIqjepxpEA40wdI1BNAkgJ83Lxgp1Pn9xKaovfc7OrQKPLwaVLZ6ZYIg22zUhiq8EUrgK0gsgOAWdJ4yWYlkW+zPVsIVL6VuN1gLwkp3vtbkihwyfXO8uCLc36noQu2NckMaXw9k0S/EVs4D70S4ITKqLkVwHZMqItSa58GXAjt9Qx4f+w2wtwDtvVDdE332phcmZWQo0BzW+XozYHEX2PS/0F3/XKbN1ABvKbcVXR5wVXw6wzETyvUQ5kDqk58Pq/erYAaovbXf8yYn26z+41873yl+hbggMMjkTpH1INRhE8bUA0nKgzL4Zd4DdcW+dsju+2LCEnC8HTXRsH5wgEArj97gozZap6AnDsqJ2RwcE3G8JqkzUAzPmLeEHbZvjHrE5Lo7y7WptP2ayipRFGl8OZ0NZDi4Leken6R6ZhzVgPmi1V06l8YvJYChMux3cL42vJGL3b6n14i+ju5+GuHt9CRW5afSPTfPISTs7ZrQbes+rYwdMuNFhunIhME8cFHCvR4Wf7xyJ/XRdmJUVUxf7114gOiS5RvIWU4uI3fF7SvFtkPu3qumOL17uv77dTFudHRBsf7l3jHAYctO9FGSaVfkkHXW3qLXJfMD9vpXqO3hJOV9Oyvfqiw4jkWnRCcYpAffj/RSMq2bs93ur4nOdsgB0vtduud5dHBJwH1ek8eVw0n1uVpcoWX3Mcr4GnJPv1TUrU6YsR3arkobCVbDqbiAMB79otBSP28Xb96nP8lefa1Rf+vVPqF+WbYUMs1++Lf3jNPSM4XZZ3LBKgu3nRelmtTrA6riyOBOv22JkKhD76brgqIyvZh2SXCCKlpRi3avBkw799cYvpqvyM9hVm084DD+9Xsi9Vnw5IN8ranPMxLKkwbAgtOraAY0vvfl0sXt0fjlzV8NBii/J9zLI7MaXyWZT8wsA1IcruDiaFhkYZoKBsWkudKksxD0y0XFxzG58GW5ipiLS+EoCNtt2x5OxanzpwDwHTHTU1pqKPMmUSTpu/KBaX/qqUlgZ5G17a0j3ujnZNsSTF3qi2WPa4mOQpy/2ALCzJo+cNLMKy6RBZ3wNt8LEgNFSvG4Xq+xMn5jbHWcmYMS++XeAekCfj0V9m2L4s2Dtver41MNmawFea6u+fnT8OnbHPrvx5QDFV0Mk2F7yvRZMzY2ABb0XYLTHaCkFmT7W2dPSDzUuUvWlVe4O2KzQii/J9zJAxU41NXykA4ZazdVhD3Kqt/O9DjeZu2bS772yOJPCLLNTqpOW0k0q13KiH4ZaTFeTckjjKwnYXKFzvmIUrqwVXw4Ii20Z0DZHsdYkHavuVmOTAxNw4J+NllKY5ec3blCqr3/+5XnC9Y+rX6y+22BViqcvqAv929YUG64kiUjLjeYPGg7kBthQbtsdu2Lc+NLnYn+OymIyTFN/1DYjpBhbfk2tJx82Po33/q3luCw41jLI5d6xuR/Ya1sdCx3Q+OqNKr6EBZJREM1tdIDqS9sdX2hYZOPLSVbHfml8GcOXAeV2fl2rwZwvu/E1UbYHgCPN5hpfupm8p1ZsjovG44eSDepY7I4xRxpfSYBWfJ2O1WRHnfHlAMVXqw62z5cv7aTDsuD2j6rjQ182vpP727etIs3rYrrtONZ4L/iyoiOnDTETDHHgksr3um2tNL4WRCTg3rzdcV2ZUgic7YjxZMdIsH2d+nsyyNDEDIPjMwDUyE1U6rHmXjWNd6QDLj9ttJSS7DRutTcCfnB0jkl/0+MwZF+rOEDxVW8rvlZJ42txROyODgi4X7GEnK+JgagK2RGKL7E6GkVfY5oKuJ8eg/ajAGSvux0wq/jSg5z2yCCnpSE5X3FDGl9JwMaKHCwLOoYm6V1sJsFsBp2T8dXSrxRfVfmi+EpK1twDFTvUyPkn/tZoKcXZfn5jXy13udRFQKjuVuOjxl9qHGBkKkB+hjfSwBbmSSTg3vxkx/V24+tcZ6wVX84Jttc2x8JMH1l+GUGecnj8sOmN6vjEd8zWArxxRyUAPzzadvUw5v56tablQYbZbMRwODwr40usjoui9ma1OkDxpRtfZzuHGbKb/fNG2xyzSsFnttkUCoVn5TLKZoURTAfcN78AoQDkVrNhg9osPNsxzNhUIOGljE4FIpE8N6yUxteSkMmOcUMaX0lAlt/DCnt89pID7kPBqBfdEVZHyZRJaiwL7rUbXoe/Znx34kN3rua13kMAPO+7wWgtAD87pfKb9m8olQy7hRJRfJmf7Kitjpd7x5iciaFNbLbiyzDNku+V+mx7q1rP/lgpBQxy76ZSMnxumvvHr27N6Z2V72VYDdkzMsXoVACXJZayRaMVX12nYXwJExVjQEl2GiuLMgmH4aWmBdbioGD77pEpJmdCuF0WlbJ5bIbqfWrtPKlUqomm8Vm11t1KeV4GlXnphMJwvHUw4aUcauwnGApTXZBOlbh4loZufHUck4D7GCONryRB53ydbl+i1Wa4Xe0OuLyQXR6DypZG24BWfMlJMmmpuxk2vwUIw48/DMEF7qDGkPyJJtbRxEzYzZ+dqqY9HlP45kkwFOaRk50AvGar+b+1pENPduw+A6GQ0VJKsv3kZXgJhsJc6h6N3QsP2sGlDlDfRs/FcgOVslTvU03W6VE494jRUjJ8Hl61uQyA7x+5it2xzzn5XvW22qsqPwO/x224miQlqwSK1gLhyBQ6k+icrxcXand0Ur6XbXOszEvH65bbOSPkVkF2hbqvsi2HCaXxGbXW3QLAzlqVFXrEgN3xhXoV63HDCplevmRKN4HlgrEeGOk0XU1KIWfKJGFzpVIcLFnxpW2OuVXgMnsBNxMM0TFkh9vLzVZyc++nVCB5+1F4+rPm6jj9QwBO+LbTNpnGnz58nFDIzG7JocZ+ekenyEnzcPOqIiM1JDWFq8DtUzfp+rxlCMuy4mN31BlGTmh82U1iUQ6kMJYFWx9UxyceMlsL8KYdVQD85EQHU4FXKCkjiq/VCa7qShp67YmOku+1NCI5X86xOy648RWZ6Ghe8SUTHR2AZUG1CpVPuN1xahTajqjjFbcCano4mMn5eqFBNb5uXCWNryXjy4Di9eq445jRUlINaXwlCZHJjksNuHfQRMf2wQlCYfB7XBRny9jbpCanAu7/nDp++h+g/onE1xAOw6nvAVB96ztI87p47lIf//LEpcTXAvz4eDsA920qw+eRU+2CcXuheJ067jZvd1xfZk927IxhwL1WfOkJlgZp1YqvPGl8pTS68VX/OIx0GS3lxlWFlOb4GZqY4YlzrxiO0mc3vhyg+IrkexVJvteSqFWqFCc0vvbZqpRTbUOMLiQPKdL4coDiq18H20vjyyja7pjogPvmFyAcVIPK7M2zXVrx1TyY0E3f4cmZWfle0viKCRJwHxfkbixJ2GQHY7f0TzA4Pr34F4oE25tvfM0OtrcMZ3gIMWDLW2Db29UX8X//ZnQUfaJoPQQ9Z8GTRsmeN/FXr1MZUZ/75QUeOdmR0FLGpwP86JhqfL1+e2VC3zulKHHOZMeYK76mRmByUB3nmW98ieJrmVC4Cqr2QDgEpx42WorbZfEG+/z4g6Ot0V+Ew9HvDwdMdGzoEcVXTNCKr47j6vxnkIq8dKry0wmGwguzhUUyvsw3vhptxVedTHQ0i258tR5MbB5TxOZ4a+RHG8pzSPO6GJqYoaE3cTmOLzX2EwqrJmyFbJ7FBml8xQVpfCUJueleauzQ4SXlfA3a1hoHKL5aJdg+9XjtP0LlbnVD/43XQV994t77pa+qddObID2fB/fU8Js31QHwhw8d4/FziVM3/OR4ByNTAWoLM7hJZN+LJxJw74DJjnbA/dmOGN2wabVXWh74s2PzmkugzT4fV+bJ+Tjl0aqv4+btjm/cqRpfj5/rjm7qjXbB9IjKOHGApUzfQErja4nkVqpN13Ao8eqYq6Dtjoca52l3nB6DUTtvxwEZX81246tGrqHNUrYV3H4Y74s2RhOBbnytiDa+vG4XW6vygMTmfD1v53vdKGqv2CGTHeOCNL6SiJjkfA04SPFl32hJmHIK4U2Dtz2kvOnDbfDVV0PLofi/70hnxObI7vdEfvzx+zfwmi1lTAdD/M43D/PdQy1xLyUUCvOV55Qd4m17a3DJNMfF46DJjmtLs7As6B2dond0aukvOKSD7c2rvUYmZxieVHYfUXwtAza/GVwe6DwB3WeNlrK+LIcN5TnMBMP85IStzNX5Xnk14DEbgzAVCNJiTzxdVSxWxyUTyfk6YLYOYG/dAnO+9BTetDzIKIhLTfMlHA7TaIfb1xVJQ9YoHh9U7FDHicr5mhyONkTsYHuNtjsmMufrhQb1NyQ2xxhSthmwYKQdRrtNV5MySOMridgUyflaiuLLQY2vfh1sL7tVKUVWMbz7x8qmNtoFX3sNHPxSfCfzHfj/IDgFVXuVjcfG43bx/966gwe2VTATDPNn3zvB//7BScYWkumxQB471825zhGy/B7etsd8aHlSoxtf/fVmRoXPIsPnodbeWT8fC7ujVt86IN9L2xxz071k+T2GqxHiTkYBrLlXHZ/4jtlagDfuqADgh0ft6Y4636toraGKojT3jRMKQ5bfQ4lkkS4d3fhqft5sHUQVX8daBq8crnA1HJTvNTg+w4i9WSGKLwdQvVetiVIy6nyv/BVqWNksdtXonK/ENL6GJmY43S75XjHHnw2F9nCXjhNma0khpPGVRGyxc75OL1bxFZiCYZU75ASrY4tYHVOXrBJ47y9g/WshOA2P/IlqgMVj3PNQG7z0FXV825+qKTuz8Lpd/L8Ht/ORe9RN1LdfbObef3yan5/qIBzjPIZAMMT//cV5AN55Yy25Gd6Yvv6yI6sUMgqVNabnnOlqIgH3ZztiEHA/5Jxg+zY72L5SsjmWD5Hpjv8d302JefD67ZW4LHipaUDZt3S+lwOC7et7ojZHySKNATV246v1JXVNapAVRZkUZfmYDoQ40TqP6+pIvpd5+61We5XlpJHmNTuhXWBWwH2CFF+RfK9brvjVTlvxdbF7dGmZ0PPk0GWV77WiKJOy3LS4v9+yomK7WjvicO+0TJHGVxKxqULddDX0jjEyObPwFxhqBcLgSYfM4tgWtwj0FDFRfKUo/iz49W/Cq/8BfFlqh/eLd8BD71D2x1g1nX7x5zAzDtU3wJp7rvoQl8viD+5ewzffu5eq/HTaBif43W8d4YF/eZafn+ogEIzNjd9/vtjMuc4RctO9vP9W8xfHSY9lRVVfTpjsWK6yuGKj+HKO1VGC7Zcha18Fabkw3AqNTxstpTQnjZtXFwHwvSOtsxRfqw1WpWjotYPtxU4WGwpXqevP4BS0HTFaimVZ7LHtjgfnY3ccsBVfTsj3su23NTLR0RnU3KDW7jMw2nPtx8aCy0+pdcVtV/yqINPH6hJly9YWxHjyXH0vIGqvuCAB9zFHGl9JRGGWnwq7m35mMXbHiM2x5gpVTKKZnAnSM6J2+yTjK4VxuWDfb8MHn7cVBhac+wl8eT/8+21w+Osqq2CxnPgunP6BCkF+zT9c93N965piHv3D2/j9u1aT6XNzqm2Y3/3WEW75+yf458cu0m43ABbDxa4R/u5nSpX0J/eupSDTt+jXEmahJzt2OiDg3p7seLYzFoove4qdExRfg6L4WnZ409QgEIBj/2W2FuDNO5Vd5/tHWwnrjC8HKL4aIoovyfeKCZY1y+7ogJyvhQTcO8jq2GQH29eKY8IZZBZB6WZ1rNVY8WKsN9oIWXH7VR+ihyo9bzel4skzF9V73LqmKO7vteyQxlfMkcZXkrHJtjueXIzdUQfbO8DmqCc6Zvk95IkdLPXJq4E3fRE+9CJsf4eagNN5An78B/DZNfDdd8O5RyCwAFl20wH48YfV8a1/AuVb5/W0TL+HP753Hc/8r7v40J2rKMz00Tk8yed+eYGb//5x3vrF53noYDNDE/NXVXYNT/L+b7zExEyQm1cX8vZ95v/GUoayLWrtPGm2DmBjuTr/XugcZWapKkEHhdtrq6NsQiwztr9DrWd/BFMxmla6SO7bVEaW30NX/3B0k67ICY0vW/ElEx1jR41zAu614utw4wDB0HVU6A60OkqwvYPQ6qvLcVbQNjyp1tItkF161YfoxtcBe9pivGgfnOBS9yguC25eJY2vmFNm39cMNsN4/NV7ywFpfCUZW5fS+HJgsH1VfrrkZiwnitfBG/4V/vgc3PMptaMfmIQzP4SH3gb/dy38z+/B2Z/A1OjVXyMUgqPfgm+9WVkcV++HOz664FIKMn386X3rOfCxu/inB7ezd0UB4bCShn/0+yfZ8ze/4re/8RLfPdRC98jknK/zUmM/b/63AzT2jVOZl84/PbgDt0xyjB2zG18xzmRbKFX56WT7PUwHQ9T3zPH5nA+BaTWJFCDX/AAEUXwtU6p2q/DcmXE48z9GS0n3ubl/Szk1VhdWOAS+bJXxZ5BwOExDr634KhLFV8yovVGtzS9CaB6h8nFkQ3kO2X4PI1OBa2c3BqajmxVOsDraii8JtncQWn2lbYjxov5xta66c86H3LCyEMtSOV/dw3Nfvy6VZ22117bqPMm0jQfpedHzTccxk5WkDDK+KcnYWp0HwMn5BHG+Ej1FzEGKLwm2X6ZkFMDNfwA3/b6S8J74Lpx6WE2BPPpN9c/tU4Gh5duUHcztUblI538GvSpAntX74cFvgWvx4a5+j5s37KjkDTsqaR0Y50fH2/nh0TYudI3yizNd/OJMFwCbK3PYUpnHquJM0n1u+kanOVDfG8lQqCnI4D/ft49imfwVW4rXg8sLU0OqeZ9fZ6wUl8tiQ0UOBy/3c7ptOBJ2v2CGZ+ctmt8l1YqvCml8LS8sC7a/HR77a2V33PEbRst5y+4qho+oyY7BwtW4DW+K9Y5OMzg+g2Wp4GYhRpRuBn8OTA2rDQ0d4GwAt8tiV10+T57v4eDlfjbbm8tXMNSihqx40iG7LLFFXoVGu/FVVyifS8dQexNYbqUMHGyJj5o7HI42vlbfPefD8jJ8bKrI4VTbMM839PH67ZWxrwV46qLKM7t1jfnc6JSlYrvKF2w/BqvuMl1N0iONryRDT3Zs6B1jaGKG3PQFdNgHZmV8GaZFrDUCqBuviu3q372fUhLx8z+Di4/CQKPKSrhaXoI/B275I7j5w0tqer2SqvwMPnjHaj5w+yrOdozw6OlOnjjfzYnWIU61DXOq7codYbfL4s07K/n4azeSkyY7XjHH44OSDcoa23HCaOML1JCRg5f7Od0+zJt3LfJFdLB9bpXxvMWpQJBuO29Rwu2XIVvfCo99CpqeVedcg39fu2vzOZnZDTPQ6qnF9BbdxW5l/6wpyCDdJ5PzYobLrTa1Lv1SDb0x2PgCZXd88nwPhxr7+a1b5lBzzc73MnzOHpsK0DuqztkSbu8g0nKgYge0vaSuW7e/Pfbv0X0WRjpUA7b6hms+9KZVRZxqG+bApfg0voKhMM9dUoqv2yTfK35U7FRZxu1mh4GkCtL4SjIKMn1U5afTOjDB6bYhblq9gJONo6yOtuJLJjoKGpdbSbdX3Qnhv4fei2o0dNcppQQLTKs8g6o9sO41SgIcJyzLYmNFDhsrcvije9bSPTLJiw39nO0YpnVggvHpIAWZXtaV5XDvxlJRLsabsq2q8dV5Eja+zmgpG8uVyutMxyJUtxoH5Xt1DCobRJrXRaEMZFh+5FbCyjug4Qk4/tCibOOxwrIsbsnthV54brjIfOOrS9mZ15SIzTHm1N6oGl9NB+CGDxgtZd+sgPtwOHz1+A0H5XvpYPv8DO/CNr+F+LPiNtX4uvx0fBpfWu1Vd7MaUHINblxVyBefbuBAQ3wC7k+1DTE4PkO238M2240kxIGKHWptP2a0jFRBGl9JyNaqXFoHJjixkMbX9DiM2SN2HWF1VIovaRgIV8WyoHit+ucASrLTeGBbBQ9sqzBdyvKkfCscQzW/DLOpQqluz7QPz32TdD0iii/zjS+d71WRJ3mLy5btb1eNr2Pfhtv+TE3jNURdWP1t/LI3n9sHJ4zmzmnF15rSbGM1pCy1N6u16YCybxk892ypysXncdE7Ok1D7xirrjbBc8BWfBlWHAM096vcuRqxOTqPFbfBs5+Dhqfi87muf0yt87C87akrwOOyaOmfoLlvPObqwKcvqHvKm1YX4nVLZHjcKN8GWGrDdLQHssRWuhTkk5qEbK3KAxaY86Xzvfy5kJ4f+6IWSEsk40usNYIgXAcHTXZcXZKF120xPBmINPAXjIMUXzrfS4LtlzHrX6vC5AeblPXMFMEZfAP1AFwIVvGDI63magEu2IqvtaWi+Io5FTvUdOfxXui7ZLQUv8fNDluxcujyHJPTHKT4iuZ7ycax46i5ATxpMNKubImxZGoUGp9Vx/NofGX5PeyoyQOiWVyx5PHz3YDke8WdtJzohOP2o2ZrSQGk8ZWE6MmOx1sH5/+kQefke41MzjA4PgOoTCVBEIRrUrpZrcNtMBbf8dzXw+dxsdZWgJxuv8YUsGuhNyIcMNGxdVDyFpc9vgzY9AZ1fOzb5urob4DQDAF3Ou0U8vDhVsKGJrmGw2EudtmKrxJRfMUcj19NFQVoes5sLcBe2+54cM7G16yML8Noq2OtOCachzcd6m5Vxxd/EdvXbngCgtNKdVi8fl5PuWNdCQBPnuuOaSm9o1McaxkE4O4NJTF9beEqROyO0vhaKtL4SkI22Y2v1oEJ+sem5/ckHWzvAJtjS7+60crP8JLlF7etIAjXIS0nutPuCLujzvlaZONLFF+C09j+DrWe+SFMj5mpoeccAFbJetJ9Xhr7xjncNGCklL6xaQbsiY5Xtb4JS6f2JrU2GVQZ2uypsxtfjVdpfIVCavADOELx1dSn/j5rxeroTNbep9aLv4zt657/mVrXvWbeFsq71qum1HP1vUzOBGNWyuPnugmH1cC18ly5dog7FTvVKgH3S0YaX0lIbro3Mlr7ZNs87Y4OCrZvjdgcZbdKEIR5ErE7mm98RQLu2xcRcB8KwVCbOnZExpc6H8tEx2VOzQ2QvwKmR+Hsj83U0K0aX+6SDbx6czkA3zNkd7xgq72q82WiY9youVGtzQfM1gHsrM3H7bJoHZigffAVFvaRdghOgcsDOVVmCpxFRPElVkdnsnq/Wpufh8klDMGZTSgIFx5Vx2tfNe+nrS/LpiwnjcmZEC/OpWZcBL860wWI2ithzFZ8GVJBpwrS+EpStlYp1dfJ+dodBx2k+NLB9mJzFARhvpRtVWuH+caXVt0uyuo42gmhGbDckF0e48oWjg63r8yT8/GyxrKiU8iO/aeZGmzFFyXrecsu1WD4yfGOmCoV5sulbsn3ijvVe9V5cLAZhszmuWX5PREl76FXqr60zTGvFtxmXQpTgSAdQ+qcLYovh1KwAorWQjgYncK4VFpfUnl4/tyoUnIeWJbFnetVBtcTMbI7Ts4EeeaimhS5f0NpTF5TuA5lW9S5crQLhttNV5PUSOMrSdkSyfma527CgHMyvlr61W6VZMoIgjBvdOPLAQH368tU5k/H0OT87eYaPdExp9L4TVQwFKZjcBIQxZcAbH1QrZefiebQJRLd+CrewL4VBVTmpTMyFeDR050JL0UrvmSiYxzxZ6uJveAIu+PeujlyviLB9ubzvVoHJgiFIcPnpijLZ7ocYS7W3KvWCzHK+Tr/iP26+8HtXdBTdc6XsicuXS30fH0fEzNBynPTIs1iIc74MqBkgzqWnK8lIY2vJGXBkx0daHWsEqujIAjzRd8g9V2E6XGjpWSneSMTtc4sVPXloHyv7pFJAqEwbpdFabbfdDmCafJr7WDmMBz/TmLfOxiA3ovquHgdLpfFm23V18OHE68GumhPdFxTIoqvuFJjq1ccYHfcYwfcX6H4GtDB9ubzvZojNsdMrHnmPAkG0HbECz+D4MzSXiscVtmLAOvvX/DTb1ldhM/jorl/nLMdI0urBfjpyQ4A7tlYKp/BRBKxO0rO11KQxleSsqkiB5cFncOTdA9PXvvBE4NRn7kDFF+tEaujKAwEQZgnWaWQWQzhEHSfMV0NGyMB9wvM8IhMdDTf+NLB9mU5aXjccjkgELU7Hv92YrNE7ImOeDMjfxtv3lkJwHOXeukcus51Toy5GLE6iuIrrkQC7h3Q+LIVXxe6RhmYreTViq9884qvRh1sLxvHzqb2JnW9MjEAl59a2mu1H1HDFbwZC8r30mT6PdyxVtkdH7GbVotlKhDk0VNKgfvAtoolvZawQGSyY0yQK90kJdPvYbW9E3ndgHt9o5VRCH6zu5fhcHiW1VG+uAVBmCeWNSvn67jZWoBNFYvM+XKQ4iuS7yWbEIJmw+tU86m/AVpeTNz79pxVa/FacKlL09rCTPbWFRAKw/ePJk711Ts6Rf/YtEx0TAQ64L7nHIz1GS2lINMXUfi9TPWlM74cYHWUYPskweVW51KA0z9c2mud+r5a170afIvLdbt/q8oTfeRkx5Lsjk+d72FkKkBZThq7avIX/TrCIqjUkx0l4H4pSOMridlSmQfMI+fLQTbHgfEZxqZVUK1kfAmCsCDKnZPzFVF8LbTxpTO+HKD40urbqjw5Fws2/izY+Hp1fOzbiXvfzlNqLd30sh+/eZdSfX3vcGtM8mnmw9kO9TddV5gpEx3jTWYhFK1Tx83mc7603TGS8xUOz2p8mbc6NmnFlwTbO59Nb1DruZ8s3u4YCsHpH9iv96ZFl3L3hlJ8HhcNvWNLsjv++IRSjN2/tRyXS2yOCaVkE7h9SkU40Gi6mqRFGl9JzLwnO2rFlwMmOup8r5JsP2leuaAUBGEBlG1Ra6cDJjuWq8ZXfc8oE9MLmDonii/B6Wi74+kfwMxEYt5TN7O1qtPmNVvKSfO6qO8Z41jLYEJK0c3sjeUS3JwQtN3RAY2vfa/M+Rrvg+kRwHLE5nFTvyi+kobam5dud2x5EYbbwJ8Dq/cvupSsGNgdx6cDPHa2CxCboxE8PijdrI4l52vRSOMriYk0vtqGrr0TOuAcxVdLv53vJfkEgiAslLJtau06rcKwDVKSk0ZRlp9QGM51zlP1FQ7PUnyZz1vUGV+VovgSZlN7s/p8Tg3DuZ8m5j0jja8tL/txdpqXV20qA+B7RxJjdzxjK742ysSyxODAnK9T7cOMTQWi+V45leBNM1iZmsLbIo2v5GG23XGxw0KOfkutGx5Y8udP2x1/eKyNUGjh6tmfnOhgfDpIbWEG2+z7TyHBSM7XkpHGVxKzoTwHj8uid3Sa9msFv0asjuZvtFr0REdRGAiCsFAKVqr8ocAk9F0yXc2sgPt5Nr4mBmBGWVXIrYxTVfOnXRRfwtVwuWD729Txsf+M//uN98Ow3dR6hdUR4C27lDryR8famZxZgLpykWiroyi+EoTO+eo4DlOjRkupyEunMi+dYCjMkeYBR+V7dQxNMBMM43VblOfKOTsp2PEOtZ75H3WeWwiTQ3Dqe+p457uXXMp9m8rISfPQOjDBs5d6F/z8/zqo3EMP7qmWaY6m0DlfbdL4WizS+Epi0rzuyMSha9odteLLAVZHvVtVLcH2giAsFJcLymyptxPsjnbja94B99rmmFkMXrM3LuFwOGp1FMWX8Eq2vVWtDU/CcHt836vLzvfKq4W0K5UEN64qpDw3jeHJAI+d7Y5rKZMzQep7VHN6gzS+EkNetVIYhoPQetB0NezVdsfL/dBfr37ogHyvxl51/VxTkIFb8pWSg4qdULoFglNw4rsLe+7J/4bABBRvgOq9Sy4lzevmjTvUhttDh5oX9NxzncMcbR7E47J4y66qJdciLBKt+Oo4pvLfhAUjja8kR9sdT8wVcB8ORzO+8uoSU9Q10GHK1QVyoyUIwiJw1GRHu/F1vcm6GgcF2w+OzzBuZ5NVSONLeCUFK6HmJgiH4PhD8X2vOWyOGrfL4k071Q3bw4db4lrKha4RgqEwBZk+SnP8cX0vYRa1tuqryXzOl258HWzsj1odndD4soPt6yTYPnmwLNhlq7UOf23+0/hCITj4H+p417vV68SAt+5Vzp9fnumie+QaTqFX8I3nlYDino2llGSbtfwua4rWgTcDpkcd4XpIRqTxleRsrcoDVM7XVRnvi1prHBCmrK2OovgSBGFROCjjYKs9WfdsxwjTgXnsvjkw2L4oSwaNCHOgQ+6PfTu+49P1RMdXBNvP5s07lcrgqQs9dA/P/4Ztocy2OYqdJ4Fou6MDAu51ztfR5kFCfbbiq3CVwYoUjb1246tIGl9JxZZfA18W9JyFC4/O7zkXfq4e78+BbW+LWSkbynPYVZvPTDDMl5+9PK/ndA9P8vBLyor+mzfVxawWYRG4PdHvSQm4XxTS+EpyZiu+rhpwr22O2eXgMbt7GQqFI4qvKml8CYKwGCJS7+PGpd7VBenkpnuZDoa40DWPEeEOUnzpc7HkewlzsvH14EmHvovQdjh+7xNRfG2e8yEri7PYWZNHKKzCmeOFnui4oTw7bu8hXAUdcN96CAJTRktZVZxJYaaPqUCIUK+DrI59auO4ToLtk4v0PNjzXnX8zGevv4kQDqvHgXpeel5My/ngHaqJ+63nmxgan7nu47/87GWmgyF21+azb2VhTGsRFoHO+XLA5m8yIo2vJGdtaTY+t4uhiRma7fyslzHYqFYHTHTsGZ1iOhDCZUF5nkhlBUFYBEVr1c24A6TelmWxpTI6Xfe6DGnbuflBI1rxVSU2R2Eu0nJgoz2VLF4h94Fp6DmnjuewOmp0yP3Dh1uvPcl6CchER0MUrYWMQjW4pP2Y0VIsy2J3XT55jOCZts/r+ebD7SNWR1F8JR83fAjcftXYrX/82o+98KjaaPCkwQ0fjHkpd60vYX1ZNmPTQf7j2YZrPrZzaJJvvqAEFB+80/RXkHUAAENoSURBVLzqUSC6+dsmiq/FII2vJMfncbHBvkC7as6XzvdyQLB9q21zLM9Nx+uWj54gCIvA7YFyLfU2v+O15Xo5i7NxkOKrTRRfwnzQNptT34OZOFgMu05BaAbS86/7d3H/1nJ8HhcXukY51TbPgRILIBgKRwZVbKq4MmRfiCOWNcvueMBsLSi7Y53Vpf6P7ArwmVVZBUNhmiOKL2l8JR3ZpbD7t9Txzz8GwTmUVoEpePRj6njf70BWScxLsSyLD9+9BoB/f7oh8rm6Gn//83OMTwfZWZPHnetiX4uwCHTjq/MEBANma0lCpPuQAmy9luJAWx0doPhq6Zdge0EQYkD5drV2HDNZBUBE8XVqXoovJ2V8qYtdmegoXJMVt0FOFUwOwfmfxv71tYWyctd1A5xz073ct6kMgP+OQ8j9ha4RxqeDZPk9rCrOivnrC9dB2x0dEnBfa3UCEHaAzbFzeJLpYAiv25JhJMnKHR+FjCLoPQ9P/t3VH/Orv1QDFbJK4bY/jVspr9pcxk2rCpkOhPiz7x0nELwyNuJnJzv4wdE2LAv+8nWbJPPQKRSsUtlvgUmVAycsCGl8pQBacXCsZfDKXw7qxpd5a02LbcWUfC9BEJaEgwLudePrXOcwU4Hg3A+cHlPDRsAZii/b6iiNL+GauNyw3VZ9Hf567F+/9SW1Vu6a18N/bZcKuf/B0TYmpq/x97YIjtvXUFsqc3G75CYv4WjFV8sLxvMbN5bnsNbbDcBguvnztQ62ry7IkM9mspKeB6/5P+r4mc/CyYdf/vsj34AX/lUdP/DP4I9fzqBlWfzNGzaT6XPzQkM/n/rJmZfZx0+0DvJnD58A4LdvWxkZpCY4AJcLyrepYwdcAycb0vhKAXZU5wFwsnXoyq69Vnw5wOooEx0FQYgJLwu4j+3N70Kpyk8nP8PLTDDM+c5rBNwPqalI+HNiHla7GMTqKMybne8CLLj8FOgpd7EiovjaPa+H37K6iOqCdEYmA/z0ZEdMS9Gbh9tr8mL6usI8Kduqpt9NDkH3GaOleNwutmf2A9AQKjVaC0TzvVaIzTG52fxm2Pvb6vh774NffFxlfj3yZ/Cj31c/v/nDsO5VcS9lZXEWf/dmFRvx9eeb+J1vHuaJ89186ekG3v6lFxmZCrB3RQF/cu+6uNciLBAdcC85XwtGGl8pwKriLLL9HiZmglzoGo3+IhSaZa0x3/jSU8TE6igIwpIoWgPeTJgZh96LRkuxLIvN8wm4d1C+1/h0gAF7mpM0voTrklcDq/er4yPfiN3rTgyoiZEwb8WXy2Xx1j1Kwf5fB5tjVwuzGl/2ZqKQYNweqNqjjpvM53ytcquMr8Mj+YYriSq+aqXxlfy86u9g93uBMBz4/+Cbb4SD/65+d+Pvwf6/SlgpD2yr4B/eshW3y+IXZ7p4z1cP8bePnGV0KsANKwv4ym/ukUxmJ6K/L9teMltHEiKf5hTA5bLYWn0Vu+NoJwSnwXJDTqWZ4mahFV9idRQEYUm43I4KuN9q281PXivgPjLR0XzjS6u9stM85KR5DVcjJAW7flOtx/5TTWKMBXq3On8FZBbO+2m/trsKj8vicNPAtVWWC2BsKsCFLvVaO6TxZQ6d8+WAgPvCqTYAnujJjtsU0fnSaAeQryiS6+ekx+WG+/8vvO0hWHMfFK+Hda+B3/g+3Pe31806jDW/truan/z+LbxpRyVrS7PYt6KAT79xC//5vhvI8nsSWoswT7RCuusMTM89nEC4Eml8pQh6h/JYy0D0hwONas2tUjtpBgkEQ7QPqolQNQXyxS0IwhLRAfcOaHzpnK9rTnZ0kOKrVfK9hIWy9j7IKoOxHjj/SGxec4H5XpqS7DT2b1D2s1ipvk60DhEKQ3luGiU5aTF5TWER6JyvpufBZLNpvB/v9CAAx0bzaO43e3Mpiq8Uw7Jg3avhHd+FD70Ib/svWH23sXI2lOfwuQe384s/up3v/M6NvH1fjWTJOZncSsguh3DQEUOekglpfKUI26uVFPtlii8H5Xt1DE0SDIXxeVyUZPtNlyMIQrITyfk6ZrQMgC128OuFrhEmZ+bIHHPSREdb8VUlNkdhvri9sOM31PHhr8XmNZueU2vNDQt+6tv2Kbvj94+0zv03twBevKwGT+yuK1jyawlLoGo3uLzKsTBw2Vwd/eq9+1yFTJDGwcv9xkoJhcI02Y23Oml8CYIA0Q2j1kNm60gypPGVImjF18XuUUYmVXZLZKJjfp2RmmYTneiYjkt2EQRBWCqRxtcJCAbMlpKbRmGmj0AozLm5rFcOUnzJREdhUex8J2BBwxORxsCiCUxBy0F1XHfrgp9+6+oiKvPSGZ4M8EgMQu5faFCNrxtWSuPLKN70aHBz0/Pm6uhXQxzGMtXG8aFGc42vjuFJpgMhvG6LijxRIwqCgNokgKhyWpgX0vhKEYqz/VTmpRMOz8qZ0VZHBwTba5m4THQUBCEmFK5WE8ACE9B7wWgp8wq4jyi+ahJU1dzIREdhUeTXwaq71PHhry7ttdqOqL/djCIoXvjUMJfL4m17VRP5my80LamUyZkgR5oHAbhh5fyzxoQ4EbE7Gsz56m8AwFO8CsCo4qvJtjlW52fgkaBxQRAgOghET0YW5oWcQVMIPYL7qLY7DjhI8WUH20u+lyAIMcHlgvJt6tgBOV/RgPvBK38ZnIERW5XiKMWXnI+FBbLnfWo9/HWYHlv86zQ+q9a6WxYd5vzre6rxuV0cbR7kaPPA9Z8wB8daBpkOhCjO9rOySKxkxnFCwH2fUnzlV2/AslS4fPfIpJFSLvepv7M6+WwKgqAp3w6WC4bbYLjddDVJgzS+UogdkYD7QfUDrfhyQOOruV/daFUXiMJAEIQY4aCA+83XCrgfboNwCNx+yCxOcGVXIoovYdGsfZWawjg5CMe+vfjXaXxGrXW3LPolSrLTeGBbBQBffnbx1suozbEQK8ET1YSrUL0PsJTqaqTLTA224iu9dDXry3IAOHR58c3VpdBkT3SsLZSNCkEQbPxZULJRHYvdcd5I4yuF2Dar8RWemYwqDBxgdWwRq6MgCLHGQQH3WvF1sXv0yrDtSL5XlVKqGWQ6EKLLVi5IxpewYFwuuOED6viFf4NQaOGvMT0OLS+q40Xke83mt26pA+BnpzojSsaF8uzFXkDyvRxDeh6UblbHJlRf4TD0XVTHhavZW6eGR5nK+WroGQUQNaIgCC9HB9y3SeNrvkjjK4XYXJGL22XRMzJFd+slIAzeTMgsMl0arbbVsVqsjoIgxArd+Oo8aTzgviwnjaIsP8FQmDMdwy//pYMmOnYOTRIOg9/joijLZ7ocIRnZ/g7w56oA8IuPLvz5l5+CwCTk1iwq32s2mypyuWFlAcFQmG8caFzw8/vHpjli2yTvWFeypFqEGFKrc74MBNyP9cDkkLIRFaxizwrVEDWV81Xfo6yOq0qyjLy/IAgORed8tUrO13yRxlcKke5zs74sG4Cmi2fUD/NrF52fESvGpgL0jk4D0vgSBCGGFKwEX7a6ie45Z7QUy7LYUqksMadeGXDvoImOrYNqE6IyL11sXcLi8GfBrnep4+c/v/DnX/i5Wte9KibXJ++9ZSUA3z7YzNjUwhrgT13oJhSG9WXZooB0EiYD7nvOqzWvFrxp7K1Tja+zncMMTcwktJSpQJAmO+NrdbE0vgRBmIWe7Nh+1Pjmb7Igja8UY7ttd+xrs6ecOcDm2GrnyeSkechN9xquRhCElMHlgort6tgBk222VOUBs3IWNUPNanXA+VjyvYSYsPd3wHKrrK6Wg/N/XigEF2yV2Nr7YlLK3etLWFGUychkYMETHn91plu9xgZRezkKHXDfdQomBhP73npKcNFaAEpy0qgtzCAchiNNic35auobJxSGbL+H4mx/Qt9bEASHU7RWbf7OjEHPWdPVJAXS+EoxdONrpkcFczoj2N6e6CjBnIIgxBoHZRxcMWBEM6gbXw5QfNmNryppfAlLIa8atr9dHT/x6fk/r+k5lT/qz4XaxQfbz8blsvjQnasB+Pen6hmdp+prdCrAY+dUePq9G8tiUosQI7LL1BAFwgtrrMaCXjvfq2hN5Eda9XUwwTlf9d12vldJlih0BUF4OS43VNqRHxJwPy+k8ZVi7KjJA8A/Zltr8s0rDCTYXhCEuKEbXw7IONAB9w09YwyNz7LEOMjqqAPAxdYlLJnb/hRcHmh4Yv6WtJPfVevG14E3LWalvGF7BSuKMhkYn+Hr88z6evRUJ5MzIVYWZUb+dgUHoVVfiQ64f4XiC4jkfB1KcM5XvR1sv6pYgu0FQbgKlbbd0QGbv8mANL5SjJVFWWSneagIK/m+ExRfLXawfY3kewmCEGt0xkHPWZgaNVpKYZY/cp473jqofhgKwXCbOnaA4kusjkLMyK+FHe9Ux7/6KzUN71pMj8OZ/1HHW389pqV43C4+fLdS6Hzx6QYGxqav+5zvH20F4PXbK0VN40R04yvRAfcRxVe08aUVXydah66c2htHIsH2ku8lCMLVkID7BSGNrxTD5bLYVpVHjWU3vhyQKaMVX1XS+BIEIdbkVEB2BYRD0HHMdDURu/lxbXcc7YLgtMpDyq4wVpdGK76qRIErxILb/hS8GdDyApz47rUfe+w/1bS8/LqY2Rxn88C2CtaXZTM0McP/efT8NR97rnOY5y714bLgTTsrY16LEAN0wH37EZiZSMx7To9HMxlnNb5qCzMozvYzHQxFz+0JIKr4ksaXIAhXIbL5ew4mh6/9WGFxja/Pf/7z1NXVkZaWxr59+zh48Nr++8HBQT70oQ9RXl6O3+9n7dq1PPLII4sqWLg++8pd5Fqq2URejdligJZ+dcFSLQoDQRDiQZW2O5qXem9/Zc6XzvfKqQS3x0hNmmAoTLtYHYVYklsJt/6xOv7lJ2B8DitYMAAv/Ks6vuGDajBFjHG7LP769ZsBeOhQM0ea5w4i/9LTlwF49eZymTbtVApWQlap2jhI1PCSvktqzSiEzMLIjy3LiuZ8JcjuGA6HIxlfq0uk8SUIwlXIKoHcGiCsNgmEa7LgK4/vfOc7fOQjH+GTn/wkR44cYdu2bdx33310d3df9fHT09Pcc889NDY28vDDD3P+/Hm+9KUvUVkpO2zxYm/eCAADVq4aO26QcDgcDbeXi0tBEOKBgzIOtts5i8daBgmHwzBk53s5wObYPTJJIBTG47IozYldvpKwzLnp96FwtVI3/s+Hrm55PPxV6G+AtDzY/o64lbJ3RQFv2lFJOAx/8F9HGZqYueIxp9qG+IFtc3zfrSviVouwRCwrqvpKlN3xKvlemj11+UDiAu67hqcYmw7icVnUynAoQRDmwkGbv05nwY2vz33uc7z//e/nPe95Dxs3buQLX/gCGRkZfOUrX7nq47/yla/Q39/PD3/4Q26++Wbq6uq4/fbb2bZt25zvMTU1xfDw8Mv+CfNnY7r6Um4MFjM4fv2ci3jSNzbNxEwQy5JMGUEQ4oSWejsg42BjeQ5et0Xf2LSaoKgVX04Itrfzvcpy03C7JNNIiBEeP7z5y+D2wflH4Ol/ePnvB5vh8U+p47s+HvcNuU++bhPVBem0Dkzwhw8dZToQivxuKhDkz39wklBYWSN31OTHtRZhiSQ64P4qEx01OuD+SNMAgWDoit/HGm1zrCnMwOuWZBpBEOYgsvlr/hrY6SzoTDo9Pc3hw4fZv39/9AVcLvbv38/zz199N+ZHP/oRN954Ix/60IcoLS1l8+bNfPrTnyYYnDsc8jOf+Qy5ubmRf9XV5m8YkonsiXYAWsLFHG0eNFqLzvcqzU7D73EbrUUQhBSlfDtYLhhph+F2o6Wked1sLM8B4GjL4CzFl3nbeTTfSzYhhBhTsR3u+7Q6fuJv4ZE/g4lB6DoD33qzyvaq2Am7fyvupeSme/mXt+3E53HxxPke3vO1gzT1jdE7OsWH/vMox1uHyE7z8Oev2RD3WoQlohtfLQeVXTbe9NrZcFdRfK0vyyE7zcPYdJAzHfHfkL/ULflegiDMAx1w33Lw+kNmljkLanz19vYSDAYpLS192c9LS0vp7Oy86nMaGhp4+OGHCQaDPPLII3ziE5/g//7f/8vf/M3fzPk+H/vYxxgaGor8a2lpWUiZwkAjAM3hEl5qSuzo5VciNkdBEOKOPwtKNqpjB0i9IzlfzYNRxZcDrI6teqJjnpyPhTiw9/1w1yfU8cF/h7+vhX+7UdnHcirh178BrsRsgG2rzuM/3rUbv8fFc5f6uP0fnmT33/yKX53twudx8fm376QsV+y+jqdko7LHTo9C+9H4v99VJjpq3K5oztfz9X1xL0WC7QVBmBfl25TierxXRQoIcxJ37WwoFKKkpIQvfvGL7Nq1iwcffJA///M/5wtf+MKcz/H7/eTk5Lzsn7AABpsAaAmX8FLj3OGuiUDfaFUViMJAEIQ4UmlnHDgq52sABu2NGwdYHSONL1F8CfHitj+Bd3wv2oi23LD+tfC+XyW8+Xvb2mJ++ge3cuuaIizb2butKpeHfvsGbltbnNBahEXicsOKW9Xx5Sfj+17BwDWtjgA3rS4C4LkENL4udunGV2bc30sQhCTGmwYVO9Rx8wtma3E4CxoxVVRUhNvtpqur62U/7+rqoqys7KrPKS8vx+v14nZHd/k2bNhAZ2cn09PT+Hy+RZQtXJMB3fgq5njrIDPBkLF8AG11rM4XhYEgCHGkajcc+bojcr62V6vcoFPtQ4TTW7DAWVZHmegoxJM1+9W/8X6V/+Uzd+O+uiSLb753H2NTAQLBMLkZXmO1CItkxe1w9sfQ8BTc9qfxe5/+BghOgTcD8uqu+pCbV6tJj4cu9zMdCOHzxOfaOhwOc75LDapaXyab/4IgXIfqfdDyIrS8ADviN0Am2VnQGdvn87Fr1y4ee+yxyM9CoRCPPfYYN95441Wfc/PNN3Pp0iVCoWgQ5IULFygvL5emVzwIBiJWx35fFZMzIc60mxsOcLl3DIC6Iml8CYIQR7Tiq/0ohObOkEwEdYUZ5KZ7yQwMYc2o5j+5VUZrAmgbULVIxpeQEDIKjDa9ZpPp90jTK1lZcbtaWw7CzET83qf7tFpLNoDr6rdHa0uyKcz0MTET5Ghz/BwVPaNT9I9N47JgTalYHQVBuA41N6i15aDZOhzOgrcqPvKRj/ClL32Jr3/965w9e5YPfOADjI2N8Z73vAeAd73rXXzsYx+LPP4DH/gA/f39fPjDH+bChQv89Kc/5dOf/jQf+tCHYve/Qogy1AKhGXD7qahZBcDhJnN2x6Y+daNVV+iMi19BEFKU4vXgy4KZMeg5Z7QUy7LYVp1HldWrfpBVppQvBgmHwxHFl1gdBUFIGorWQHa5UmO1vBi/9+myG1+lm+Z8iMtlceMqpfo6EEe747kOpfaqK8okzSuDoQRBuA7V+9Tac06prYWrsuDG14MPPshnP/tZ/uIv/oLt27dz7Ngxfv7zn0cC75ubm+no6Ig8vrq6mkcffZRDhw6xdetW/uAP/oAPf/jDfPSjH43d/wohig61y69j1wqVRWCq8TUxHaRzeBKQxpcgCHHG5Y5mHDgk4L5SN74cEGzfNzbN5EwIy4LyXGl8CYKQJFhWVPXV8FT83qfrjFpL5m58Adxs53wdqO+NWynnO7XNMTtu7yEIQgqRWQSFq9Vx6yGztTiYBWV8aX7v936P3/u937vq75588skrfnbjjTfywgsStpYQdOOrcBW7alXOzEtN/YTDYSyd7pogGvuUzTE33Ut+pthaBUGIM5W7oPEZFXC/691GS9lRnceY1aP+DwcE27fZwfYl2f645dIIgiDEhRW3wYmH4HI8G1+n1Fq68ZoPu3mVanwdbR5kbCpApn9Rt1LX5GyniihZVyr5XoIgzJPqG6Dvkgq4X3uf6WociVz9php99WotWMm2qjw8Louu4amIxSWRNPXpfC9RewmCkACqdqvVAQH3s62Ok1kOyPfSwfYyaEQQhGRjpa34aj8KE4Oxf/2pkchE9OspvmoKM6jKTycQCnOwMT6Woojiq1wUX4IgzJMa2+4YT0t4kiONr1SjP9r4Sve52VShdotM2B0v9+p8L7nREgQhAVTaja+eszA1arSUgkwfa/zqvNsSKjRaC0CrHWxfKRMdBUFINnKroGAVhEPQdCD2r999Vq1ZZZB5/fO1Vn09H4ecr0AwxMVu9f0lVkdBEOZNtR1w33YYAtNma3Eo0vhKNWZZHQF21RYA8FJj4htfjXqio+R7CYKQCHLKIadK3Ry1mVd9rfCom6LTY7mGK4laHSXYXhCEpESrvuJhd5xHsP1sblqtmmPPXYp9zldj3xjTgRAZPjfVotAVBGG+FK6G9HwITELnCdPVOBJpfKUSwQAMNKrjAt34UjlfJhRfOuNrhVgdBUFIFNV71eqAkc5FwW4AXug3f/MSmegoii9BEJKRFbeptf6J2L92tx1sf518L42e7HimY5i+0amYlnLOtjmuLc3G5UpsNq8gCEmMyxWd7tgs2epXQxpfqcRQM4QC4PZDTiUAu+tU4+tc5zCjU4GEltMoGV+CICQa/aXfYvhLf3IIf0DdwDzWkUYwFDZaTuuAzviSxpcgCEnIitvBckHveRhsju1rd55Ua+nmeT28JDuNDeU5hMPwzMXYqr7OtKtg+w2S7yUIwkJxyjWwQ5HGVyqhbY4FK1TXFyjNSaMyL51QGI41DyaslPHpAF3DahdMMr4EQUgYkXDPQxAKmauj/zIAveFceqY8XOgaMVZKOBymuV9lfNUUyPlYEIQkJKMAqmxF78Vfxu51gwHoOK6OK3bM+2l3risG4Inz3bGrBTjROgTAlsq8mL6uIAjLgBo756v5RQib3XB1ItL4SiX6dONr1ct+vMdWfcVr+szVaOpTN1l5GV7yMnwJe19BEJY5pVvAmwFTQ9Bzzlwdtu2836/Uty8ZsJtrekenGZ8OYlky1VEQhCRmzT1qvfSr2L1m7wWYGQdflsrImSd3rCsB4OkLPTFT9IbDYU60DgKwtcp8NqQgCElGxQ5weWGsGwYum67GcUjjK5XQEx0LV77sx3tXqCyCFxtiP31mLiTYXhAEI7g9ULlLHZuUetuNr2BuDQCHE7jx8Eq02qsiNx2fR772BUFIUtbcq9aGJyEQo2yt9qNqLd8GLve8n7azJo/sNA8D4zMct5tVS6W5f5zhyQA+t4u1pWJ1FARhgXjToWK7OpacryuQK+BUos9ufBW8vPG1b6Wa7Hi0ZZDJmWBCSrms873E5igIQqLRUm+TAff2TltmqVIQHG42p/hqsRtf1QWS7yUIQhJTtgWyypRCq+m52LymbnwtwOYI4HG7uG2tsjs+eS42dkdtc9xQkSObFIIgLI7am9Qaq3NkCiFn1VSi/+pWx5VFmRRn+5kOhDjWMpiQUpp61Y2WBNsLgpBwqnXGgXnFV3HtelwWtPRP0D08aaQUbT2XfC9BEJIay4I1+9XxxRjZHRfZ+AK4Qze+LvTEpJSTbarxtbVSbI6CICySulvV2vis2TociDS+UoXgDAw2qePClze+LMti3wql+nohQXbHy7bVcYU0vgRBSDRVuwFLqa5GYxs8PG/sxld6ySrWleUA5nK+JNheEISUQdsdLz669NcKzkQnOi6i8XW7HXB/onWI7pGlb2wctzent0i+lyAIi6V6n5qAO9AIQ62mq3EU0vhKFfobIBRQ4Zw5lVf8+oaVOucrMTkzl3pGAVhVnJWQ9xMEQYiQngclG9Rxy4uJf/9gAAZb1HF+Hbtr1YCRw4YaX9rqWCOZi4IgJDsr71ThzX2XoOf80l6r4wQEpyAt74qYkPlQkp0WCaF/7OzSNllmgqGI1XFbVd6SXksQhGVMWg6Ub1fHjWJ3nI00vlIFPb2saI2Sgr+CG+ycryPNA0wF4pvz1Tc6Rf/YNJYljS9BEAxRvU+tJuyOQy0QDoLbD1ll7LIbX6L4EgRBWCJpObDyDnV89sdLe63mA2qtufGq187z4b5NZQD8/FTnkko53T7MxEyQ3HQva0rk2lkQhCVQd4taG58xW4fDkMZXqtBzQa3F66/661XFWRRl+ZgKhDjeMhTXUi52K7VXVX466b75T8gRBEGIGZGAewOKL9vmSH4duFyRxtfptiEmphMzYEQzOROk084Wk8aXIAgpwcbXqfXsj5b2Ok3Pq7X2xkW/xKs3q8bXgfpehiZmFv06hy4rR8aeunxcrsU14QRBEIBZjS/J+ZqNNL5ShYjia+1Vf61yvpTdMd45X5fsxtdqUXsJgmCK6r1qbT8GMwkOlZ/d+EJtApTm+AmEwpyI0dj7+dI6oNReWX4P+RnehL63IAhCXFj3GpVh03EcBpoW9xqh0CzF102LLmVlcRZrS7OYCYZ5/FzXol/nYKNufBUs+jUEQRAAtflruVTW7VCb6WocgzS+UoVeO+dgDsUXwD7b7vji5cQ0vtaUZsf1fQRBEOYkfwVklkBoJjq1K1EMXLZrqAPUxoMpu+Nsm6O1SCuPIAiCo8gsgtqb1fG5nyzuNXrPw8QAeNKhfNuSynnVEu2OoVCYQ7rxtUIaX4IgLJG03Oh5rUlyvjTS+EoFQkHovaiOi9fN+TAdcH+4aYDpQChu5YjiSxAE41hW1O6od/UThVZ8FayI/Gh3rbqZ0Tc3iaK5T/K9BEFIQTY8oNZT31vc8/XNYPUe8PiWVMp9tt3xyfM9DE8u3O54qWeUwfEZ0r1uNlfIREdBEGKA3hwQu2MEaXylAoPNEJhUQcp5tXM+bE1JFgWZPiZnQhyPo93mYvcIAKtLpfElCIJBTGUcvMLqCFHF7aHL/QSC8dt4eCXN/RMA1BRK40sQhBRi0xvBckPb4ejm70Kof0KttbcsuZSN5TmsKcliKhDikRMdC37+Mxd7AdhVm4/PI7dmgiDEgLpb1SqNrwhydk0F9DjnojXg9sz5MMuyuHGVUn3pL9lYMzw5Q9fwFACrZSqNIAgm0btdzS9CcPGhwwvmKo2v9WU55KR5GJsOcrp9OGGlNPePAVAtii9BEFKJrBJYvV8dH/+vhT03MA0NT6njNfuXXIplWbxpZxUA3zvSuuDnP3m+G4Db1xYvuRZBEAQgmvPVXw/D7aarcQTS+EoFdL7XHMH2s7l1dREAz17siUsp2uZYmuMnJ02ClAVBMEjJRkjPh5kxFYKcCMb7YdKenDtLget2WexdkZicxdnMzvgSBEFIKba/Ta3Hv6PC6udLy4swPQIZRVC+IyalvHFHJS4LDjUO0NQ3Nu/nTUwHedGe6HjHOml8CYIQI9LzojlfutG/zJHGVyrQc/1ge80ta1Tj61jL4JLGLs/FpS472L5Egu0FQTCMyzUr4+CZxLxnf4Nas8vB9/Jmk85ZfKEhMTlfoVCYJjvjq06sjoIgpBprX61CnIdbofHp+T/v4i/Uuvpu9T0RA8py07jZ3lz+/pH5T1F77lIv04EQlXnp4pQQBCG2rLpLrfWPm63DIUjjKxXoPqPW4usrvqryM1hZnEkoDM/Xx151cL7LzveSL29BEJxApPGVoKk2OmumcPUVv9q3QjW+Dl3uJxgKx72UtsEJpgIhfG4XVfnS+BIEIcXwpsHmN6vjQ1+e33PCYTjzQ3W87tUxLectu5Td8aFDzfMeIvXTkyoTbP+GEpm8KwhCbFl5p1obnlyYKjZFkcZXshMMQPdZdVy2dV5P0XbHZ+JgdzzbobJrNpbnxPy1BUEQFkydzvl6QZ0v402f3fgqWnPFrzZW5JDt9zAyFYicK+NJQ6+y29QWZuB2yQ2VIAgpyN7fVuu5n0TzFa9F22E1FMqbCWvui2kpr9pcRnG2n67hKX526voh95MzQX55pguAB7ZVxLQWQRAEqveqc91YN3SfNl2NcaTxlez0XVITHb2ZkL9iXk+5dY3KEHj2UmwD7sPhMGfsm7kN0vgSBMEJlG4Gf67Kc+lMQM7XNRRfbpfF7rp8AF5oiH/OV0OPsp6vLM6M+3sJgiAYoWSDUjWEQ3DwS9d//MmH1bru1VfY0ZeK3+PmnTeobMcvP3uZcPjayt4nznUzOhWgPDeNnTX5Ma1FEAQBjz864VzsjtL4Sno6T6q1dNO8cwpuWFWIx2XR1DdOs53/Egs6hiYZHJ/B7bJYUypWR0EQHIDLDbU3qeNE2B37Lqm18ErFFyQ256uhRym+VhbL+VgQhBTmhg+q9aWvwmj33I+bHoNj31bH294al1Levq8Gn8fFidYhnrpwbWfFN19oAuANOypxiSpXEIR4sMq2O0rjSxpfSU+X3fgq2zLvp2T5PZGdpWcuxc7uqK07q4uzSPO6Y/a6giAIS0LbHRufje/7hILQV6+Oi65UfAHssxtfBy/3xT3nq6HXVnwVieJLEIQUZs09ULFTTfB96u/nftyJ78DUEBSshFV3x6WUoix/RPX19z8/T2iO8/yFrhEO1PfhsuA3bqi96mMEQRCWjA64b3oeZibM1mIYaXwlO50Lb3wB3GpPd3z6OrtRC+FMu53vVSE2R0EQHIQOuG9+XjWn4sVQCwSnwO2DvKvfyGyuyCHT52Z4MsC5zvjmfIniSxCEZYFlwT1/rY4Pfy067Xw2MxPwzOfU8Z73x2ya49X4vTtXk+33cLZjmIePtF71Mf/0qwsA3LuxjMq89LjVIgjCMqdoLeRUquvTpgOmqzGKNL6SnUjja37B9po71pUA8MzFXiZnYnMjeEaC7QVBcCJlW8GfA1PD0BHHnK9e2+ZYsFJZLK+Cx+1id10BEJ/JupqxqQAdQ5MArJKML0EQUp0Vt8LaV0EoAN9/PwSmX/775z+vNidyKmHXb8a1lPxMHx+6S6l+P/WTM7QOvDxW5ODlfh452YnLgj+85+q2eEEQhJhgWWJ3tJHGVzIz0gljPWC5VLjnAthcmUNpjp/x6WDMQpYl2F4QBEfi9kTDPRueiN/79M0dbD+bm1cru2OsB4zM5rI90bEg00dehi9u7yMIguAYXvtPkJ6vNji+/34IzqifX34Gnvw7dXz3J2Mean813nfLCnbU5DEyGeA9Xz1E7+gUAB1DE/zRd44B8OCeataXyTWzIAhxRlu7L/7CbB2GkcZXMtN2WK1Faxf8JW5ZFvs3lALwq7NdSy5lYGyaJjsof5NYHQVBcBor9W5XHBtfeqJj0bV38G9ZrSbrvtjQz1QgPtbL+h7J9xIEYZmRUw5v/g9weeHMD+Hfb4OH3wvfehOEZmDj62HrryekFI/bxT+/dQdlOWlc7B7lVf/0DB/57jFe+8/P0jY4QV1hBh97zcI2rQVBEBbF6rvB5YHeC9Es2mWINL6SmdZDaq3as6in799oN77OdF935PL1ONYyCKibrPxMURcIguAwdLhny4swHbtpti8jovi6duNrfVk2RVl+JmaCHGkajEsp0XwvaXwJgrCMWL0fHvwWpOVC9xk49TAEp2HDA/DGf1e2nwRRXZDBt9+/j1XFmfSOTvH9I230jU2ztjSLb71vHzlp3oTVIgjCMiYtNzrh/MLPzdZiEI/pAoQl0PqSWhfZ+LpxZSEZPjedw5Ocbh9mc2Xuoks52jwAwPaavEW/hiAIQtwoXAW51SrjpekArNkf+/fQGV/XUXy5XBa3rC7kh8faefZSDzeuKox5KQ29EmwvCMIyZd2r4PePKtXXeB9U74MVtyW06aVZWZzFIx++lV+c7qK+Z5SVxVm8alMZPo9oDwRBSCBrXw2Xn4bzP4MbP2S6GiPIWdcEgWn1oeu5sPjXCAag7Yg6XmTjK83rjkx3/OWZpdkdj9qKrx01+Ut6HUEQhLhgWbDyDnUcj5yviQEYaVfHxeuu+/Bb1yi747MX45Pzdd6eGLm2VBpfgiAsQzILYc974fY/g5W3G2l6afweNw9sq+AP96/lddsqpOklCELiWfcqtTY/DxODRksxhZx5TfDTj8B/vRVe+vLiX6PnLMyMgS97XjdZc6Fzvn6xhMZXKBTmWPMgADuq8xb9OoIgCHElnlNtus6oNbdaScqvwy32psOJtiEGxqav8+iFMR0IRayO6yQ4WRAEQRAEYXlTsBKK1qnJt/WPma7GCNL4MsGGB9R6+gcQWmSwcSTfaxe43IsuZf+GUjwui7Mdw5Ew5IVS3zPKyFSAdK+b9WXZi65FEAQhrqy4A7BU7stIZ2xfu9tufJVumtfDS3PSWFuaRTgMB+pjM1lXU98zSiAUJjvNQ0VuWkxfWxAEQRAEQUhC1t4H3kwYWfpgu2REGl8mWHknpOXBaBc0Pru412h+Qa2LtDlq8jN9Ebvjj4+3L+o1DjWqfK+tVbl43PKREgTBoWQWQvk2ddzwZGxfu+u0Wks2zvspEbvjpZ6YlnK+cwSAdaXZWAbtPYIgCIIgCIJDuPUj8L8uw40fNF2JEaRLYQKPT41UBjVtZqGEw9DwlDquu3XJ5TywrQKAHx1vX9R0x+fqVUZNPAKaBUEQYoq2O16Kscx7gYoviNodn77Qu+TJurM5pxtfosAVBEEQBEEQANLzweM3XYUxpPFlii1vUeuZH6mw+4XQexFGO8Hth+q9Sy7lno2l+D0uGnrGON0+vKDnhkJhXrBtOjetKlpyLYIgCHFl9T1qvfRLNSQkFoTD0H1WHS9A8XXDikL8HhdtgxOc7xqJTS1Eg+3Fei4IgiAIgiAI0vgyR+3NkFUGk4Nw6VcLe+5lW+1Vsw+86UsuJTvNy13rSwCl+loI57tG6BubJt3rZrsE2wuC4HSq96kdr4kBaD0Ym9ccaoGpYXB5oWjNvJ+W7nNzy2q1YfDY2e7Y1ELU6ri+XILtBUEQBEEQBEEaX6ZwuaOqryPfWNhzdaNsxe0xK+eNOyoB+N7hVqYDoXk/76kLKptm74oCGc8sCILzcXtgzb3q+PzPYvOaOt+raC24vQt66t32ZN1fnY1N0OjQ+AztQ5MArC0VxZcgCIIgCIIgSKfCJLt+U60XH4Wh1vk9Z3osGsq87tUxK+Wu9SWUZPvpG5vmF2fmP+3sl2fUzdr+DSUxq0UQBCGurH2VWi/8PDav13ZErRU7FvzUu+1z57GWQXpGppZcyom2QQBqCzPITV9YE04QBEEQBEEQUhFpfJmkaA3U3gLhEBz55vyeU/84BCYhr3ZBWTLXw+N28eCeagC+/WLzvJ7TMzLFkWY10XH/xtKY1SIIghBXVt8NLg/0XoC++qW/XtthtVYuvPFVmpPGlspcwmF44tzS7Y7HWwYB2FqVt+TXEgRBEARBEIRUQBpfptn9HrW+9BWYmbz+48/8SK3rXwsxHlP/4J5qXBYcqO/jbMf1Q+5/eaaLcBi2VuVSnrv0rDFBEISEkJarchZh6XbHcBjateJr56JeQqu+YmF3PN46BMC2qtwlv5YgCIIgCIIgpALS+DLNxtdDbjWMdcOxb137sZNDcPbH6njTG2NeSlV+Bq/eUg7Avz15fRXEfx9uAeB++zmCIAhJg7aKn39kaa8z0KiC8t0+KN28qJfYb+d8PXOxl4np4JLKOdE6CMA2GTYiCIIgCIIgCIA0vszj9sJNv6+On/tnCAbmfuzJhyEwAcXroWp3XMr5wO2rAPjJiXaa+sbmfNzFrhGONg/icVm8aWdVXGoRBEGIG+tfq9amAzDcsfjX0TbH0s3g8S3qJTZV5FCVn87ETJAnzi/e7tg5NEnX8BQuS72mIAiCIAiCIAjS+HIGO94JGUUw2KQsj1cjFIKDX4o+PsY2R83mylzuWFdMKAz/59Hzcz7uqwcaARWKX5ztj0stgiAIcSOvGqr2AmE48z+Lf532o2qtXJzNEcCyLO7fqpSzPznRvujXOW6rvdaWZpPh8yz6dQRBEARBEAQhlZDGlxPwZcCdH1PHT/wtjPZc+ZgzP4Ces+DPhR2/Eddy/uy+9bgs+OmJDg7U917x+5b+cf77JWVzfO8tK+JaiyAIQtzY/Ca1nv7B4l+j5aBaK3ctqZQHtlYA8Pi5bsamrqH8vQZ62Mg2CbYXBEEQBEEQhAjS+HIKu94DpVtgchB++LtK4aWZGoVf/ZU6vvFDkJ4X11I2VuTw9n01APzxd48zMDYd+V04HObTj5xlJhjmltVF7FtZGNdaBEEQ4sbG1wMWtLwAQ60Lf/7UaDTYXoflL5JNFTnUFmYwORPisUVOd3yhoR+AfSsLllSLIAiCIAiCIKQS0vhyCi43vOmL4EmDS7+CH/0+BKbVpMcf/I6yQeZWww0fSEg5H3v1BlYUZdIxNMm7vnKQ3tEpwuEw//pkPT871YnHZfHRV69PSC2CIAhxIacCam5Ux6e+v/Dnt7wIoQDk1kB+7ZJKsSyL19p2xx8dW7jdcXQqwKk2NdFRNiQEQRAEQRAEIYo0vpxE6UZ4w7+C5VYTHv9pC/y/rXDuJ2pi2Ju+CGmJCSzO9Hv4wm/soiDTx8m2Ie74hye587NP8g927tdHX72ezZW5CalFEAQhbmz9NbUe/RaEwwt7btNzaq27JSalvGF7JQBPnO+me2RyQc99qbGfYChMTUEGlXnpMalHEARBEARBEFIBaXw5jc1vhge/BZnFMNoJo12QVQpv/y7U3pTQUtaVZfPd37mBDeU5jE4FaOwbx+dx8fH7N/C+W1cmtBZBEIS4sPkt4M2A3vPRvK750vCUWuuWZnPUrCnNZmdNHsFQmO8dblvQcw/U9wGwb4XYHAVBEARBEARhNjL2yYmsfw2suhNaDykFQs0N4DEzOXF1STY//f1bONk2RP/4NNur8sjP9BmpRRAEIeak5cCmN8Kx/4Qj34CaffN73mg3tB1Wx6vujlk5b91Tw5HmQb5zqJnfvX0l1jwn+P7qbBcAd6wriVktgiAIgiAIgpAKiOLLqXjTYcVtsPJ2Y00vjctlsa06jzvXlUjTSxCE1GPnu9V6+vswOTy/51x4FAhD+XbIKY9ZKfdvLSfL76Gxb5znG/rm9ZzLvWM09IzhcVncurYoZrUIgiAIgiAIQiogjS9BEARheVO9F4rXw8w4HP3m/J5z4edqXffqmJaS6ffwwLYKAL72XOO8nvOYrfbat7KAnDRvTOsRBEEQBEEQhGRHGl+CIAjC8say4IYPquMD/6Im6l6LiQG4+Et1vP7+mJfz3lvqAPjFmS4udY9c9/H/Y0+BvHdjWcxrEQRBEARBEIRkRxpfgiAIgrDtrZBVBiPtcOI7137sqe9BcApKt0DZlpiXsrokm3s3lgLwhacarvnYc53DnGwbwuu2IkoxQRAEQRAEQRCiSONLEARBEDx+uPFD6vipv4fp8as/LhyGI7Ydcvvb41bOB+5YBcAPjrZxvnNu1dd3D7UCcNf6Egokg1EQBEEQBEEQrkAaX4IgCIIAsOd9kFMFQy1w4J+v/pj6x6DjGHjSYeuvx62UHTX53LeplGAozF//5DThcPiKx/SOTvFfB5sBeNvemrjVIgiCIAiCIAjJjDS+BEEQBAHAlwH3fkodP/uP0H325b8PheCJz6jj3b8FmfGdoPj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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -836,10 +853,10 @@ "start_time": "2023-04-15T17:22:55.888704Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:18:13.240353Z", - "iopub.status.busy": "2026-06-19T06:18:13.240213Z", - "iopub.status.idle": "2026-06-19T06:18:14.062576Z", - "shell.execute_reply": "2026-06-19T06:18:14.061747Z" + "iopub.execute_input": "2026-07-08T14:29:31.833221Z", + "iopub.status.busy": "2026-07-08T14:29:31.833037Z", + "iopub.status.idle": "2026-07-08T14:29:32.622752Z", + "shell.execute_reply": "2026-07-08T14:29:32.621854Z" } }, "outputs": [], @@ -860,17 +877,17 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:14.064470Z", - "iopub.status.busy": "2026-06-19T06:18:14.064299Z", - "iopub.status.idle": "2026-06-19T06:18:14.649395Z", - "shell.execute_reply": "2026-06-19T06:18:14.648550Z" + "iopub.execute_input": "2026-07-08T14:29:32.624902Z", + "iopub.status.busy": "2026-07-08T14:29:32.624750Z", + "iopub.status.idle": "2026-07-08T14:29:33.230851Z", + "shell.execute_reply": "2026-07-08T14:29:33.229770Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "471d7f78fa34432f96d3b714c988d683", + "model_id": "b7ee0cbf65ff42e697944194660d8756", "version_major": 2, "version_minor": 0 }, @@ -884,7 +901,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "87f966193b114c73b98a0c1836dd6508", + "model_id": "a31677256c7d460e9d379d528248d703", "version_major": 2, "version_minor": 0 }, @@ -898,7 +915,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "9fa3f92a6041411fba40700a787b6a88", + "model_id": "fc77f6c417f34191a5a472756bc4a8b9", "version_major": 2, "version_minor": 0 }, @@ -928,17 +945,17 @@ "start_time": "2023-04-15T17:22:59.783342Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:18:14.651611Z", - "iopub.status.busy": "2026-06-19T06:18:14.651463Z", - "iopub.status.idle": "2026-06-19T06:18:14.899132Z", - "shell.execute_reply": "2026-06-19T06:18:14.898406Z" + "iopub.execute_input": "2026-07-08T14:29:33.233849Z", + "iopub.status.busy": "2026-07-08T14:29:33.233618Z", + "iopub.status.idle": "2026-07-08T14:29:33.560370Z", + "shell.execute_reply": "2026-07-08T14:29:33.559675Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "779cbfe0811a473fafc10454f5187c8a", + "model_id": "dc1b2f73920246a7bda829274b212df8", "version_major": 2, "version_minor": 0 }, @@ -950,12 +967,14 @@ "output_type": "display_data" }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_76030/848350788.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " plt.show()\n" - ] + "data": { + "image/png": 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", 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"version_major": 2, "version_minor": 0 }, @@ -1045,7 +1064,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "b7cdc73ff52048d3970dd49971739dcf", + "model_id": "72e55bc74c3e4d50b6335f84180d429e", "version_major": 2, "version_minor": 0 }, @@ -1059,7 +1078,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "0a398ce79fe148819f641c39339d669a", + "model_id": "80bda81091ab444cb95a90b7c65d4f84", "version_major": 2, "version_minor": 0 }, @@ -1073,7 +1092,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "076353a8b9c547a18ac0e0fffd6c5692", + "model_id": "2138ee80c7354df380ddf707709429ca", "version_major": 2, "version_minor": 0 }, @@ -1085,12 +1104,14 @@ "output_type": "display_data" }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_76030/624817779.py:16: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " plt.show()\n" - ] + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -1148,17 +1169,17 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:19.504805Z", - "iopub.status.busy": "2026-06-19T06:18:19.504632Z", - "iopub.status.idle": "2026-06-19T06:18:21.776679Z", - "shell.execute_reply": "2026-06-19T06:18:21.775880Z" + "iopub.execute_input": "2026-07-08T14:29:38.618879Z", + "iopub.status.busy": "2026-07-08T14:29:38.618695Z", + "iopub.status.idle": "2026-07-08T14:29:41.441041Z", + "shell.execute_reply": "2026-07-08T14:29:41.440019Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "25949200e3314c2aabb4af0076fb172c", + "model_id": "840cdea8f1f346438995972c1b3ca071", "version_major": 2, "version_minor": 0 }, @@ -1172,7 +1193,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "fa3e38ada7bc446693737113f87d464d", + "model_id": "cd646dc9b70a4de9aa737b0f3b7dc6d8", "version_major": 2, "version_minor": 0 }, @@ -1186,7 +1207,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "5b0611340235458e91edb135c05f100a", + "model_id": "6a8fd7581c6f420890cb2daa7d93954c", "version_major": 2, "version_minor": 0 }, @@ -1198,12 +1219,14 @@ "output_type": "display_data" }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_76030/2979687182.py:16: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " plt.show()\n" - ] + "data": { + "image/png": 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", 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"version_minor": 0 }, @@ -1294,7 +1317,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "174e46567a884ee6a0aae0669cbd96de", + "model_id": "57fb3ac79f8d482eaee304d3f4f308a0", "version_major": 2, "version_minor": 0 }, @@ -1308,7 +1331,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "ad80899e2f13439aab75530a0a13a42b", + "model_id": "b72d6045c7cd42c7832ceb1a9eabf8c1", "version_major": 2, "version_minor": 0 }, @@ -1320,12 +1343,14 @@ "output_type": "display_data" }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_76030/3240855441.py:17: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " plt.show()\n" - ] + "data": { + "image/png": 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0Mk1Ha6JdbBiwHbU4ohX2aAU9pou0FfSYCbr4Sb7unBACz/MmCrbd5m1756lm29FLM64WUxA302xQbwvBlG3Rsss1yA5v5JXBYDg8REpxIcx31A0yRaw1rhB4Vv43oy4lRxybhnVrIyK11pwPY57thnypG/BsIe9e3cN6oNei3PV4odg4pZSOc0WU47RTfvljYRfToqUQaBisMxmoPN1MM5ajhCtxwlKUci7Mo7N3+pt3pIiorE69lsXfsyBTdLJ8/cpOlq/Nea01OceZtq2BUD3qOcw5FgJBVkzdXivWRVyJU86H8baRjSc9hze3Gjw2XeexVoOHpny8Qxh5p3QuazOd510pzRdR+4wRdWP8yq/8Ch/84AdZWlri4Ycf5sMf/jCPP/74Nc/7zd/8Td75znfy1/7aX+O3f/u3d309I+oMBoPBYDgcpErzchDxXC/kuV7Ac72Qr/YiluKYdrq7aCtbwLzjsOjZ3Ot73Ftzi4XH80X2d7OOVzmV5lIxVelSZefGC2Eu43azi6MnBKc9m5OW4ITUzOuMqTSmFkd4UYgb9CDoE4UhQRAMjnIDhElkQhLZDpHjENkuqbTIpCwOCw04WuM7Nr6di8t5x2LBc2jUavi+j+/71Ip8KddK2ea6LvIQfigxGAyGu41OmvFsN+Ar/ZDNJI+S6yuFRR7JaIlcwDVti6Yli8OiYedp08rbGpY88GjHWCleDWK+2g8HkY0vFRufrBbTUPdKs9z113EGu//OOXl6tJh2W0Y97iXKsYzCfKkf8Xwv5JlOn2faAV/th1uWgXCF4GumfB5tNXh0us7XNOscdW0a14gQ1EXEY6wUkdYEmSJUilBpwkJ65nX5FOzNYqfrzWSYb6cZG+WGO2lWRFHqbYWoKwSNYomBY8VyCcc8h5Oey8liqYeTNYd55/q+TNsJpTWrSXpHRa4bUVfhYx/7GO9617v46Ec/yhNPPMGHPvQhPv7xj/P888+zuLi47XmvvPIK3/iN38jZs2c5cuSIEXUGg8FgMBxy1pOUZ7sBz3ZDvtzNF6j/Si/ccQqLLwVN2xpE0QGD6Lr8G/lryzxXiEEkwaxjIRFIAaFSbBY7FK7tclqqpTWzOmM2jWklIVNhQKPfodZt42+s0YjDG4h/YyDQSrlWFWyTymXedQ9ud0eDwWAwGPbCZpJyqVg3bj3JxZMCNBql8/Usyx2bp+w88m7esW/67rjdNOOZTp+nN/s83e7xmXaPtSSb2NeXeRR8vgZevtFRpPRgDcRI6RveQOigqEkxkHYnK+mMYzFl5etG+pZEaU1WiMFSGm6m+W7OV+KEy8Xai5ejfBpyojWfeMvreGPTv9UPcV8woq7CE088wVve8hY+8pGPAKCU4vTp0/z4j/84P/3TPz3xnCzLeNvb3saP/MiP8MlPfpKNjQ0j6gwGg8FgOCR004yv9iO+0gv5aj/kuV7Is92AS9HkqLG6JXldPd8J73X1Gq9r1DhVcznqOUxdY3pSrBQrcTpcdDyIeCXM14d7JcjXK5r8lnsytSSiEYU0o4BG2KcZBTSjgKmwz1QUUI8CrvUxwnGcbYXaTuVarWYi2wwGg8FguEVorXk1jPnMZm+wOctX++E1dyGehCMENSnwLUlNFocl8GW+ScdMsaHOjGPnaVm2LVpOvgN2GUVZbpBhkeeFEMRKFRuYKDaSlMtxwuUw4XKccClMuBjFXAxjluPri27cDQL4zYfv55uPTB3YNW4me/FE17/ly21AHMc8/fTTvPe97x3USSl5+9vfzlNPPbXtef/0n/5TFhcX+Tt/5+/wyU9+8prXKXclK2m32zd24waDwWAwHEKU1ixFCefCmPPFsVF8k93Jsi3rv0jAL9ZJaxS7NJbTZqas/FvuZpGW33z7UtIr1pbZSDIuhDEXo4SLYcxL/Yiv9MNthRzAmZrLg80aD5Y73DV87vHdXe9oGscxvV5v5Oh2u4O83+txptdjrtfjDf0+KdB3a/Rdj8CtEdkOmnwxHqkUXprgpTG1JKYRhTgq13pSylGhNj23a/lm23f02zeDwWAwGO5IhBD5Ehq+x984dgQY7kJ8NU4JlSIt1sCTCDwpcGW+IYsnKnkpDnzqcd2SzOxiH4xIKZaKZTwuRgmXKu/b8veHik6aEWQKKYZisJSG5VqGC8Xu6cfc4RTbRde5Y6a97pU7+p3eysoKWZZx9OjRkfqjR4/y3HPPTTznT//0T/k3/+bf8Mwzz+z6Ok8++STve9/7buRWDQaDwWA4NGituRAlPNcN8l3k+iHPd8Pr/tb3IFhwbR6o13ig7vG6Ro03Nn3e0PRpja3xopSiPybedhJxO63lNgkLWJTQ8GyazRr1en1ErpmppAaDwWAwGLZDiHwJjr3sYnuY8KTkHt/jHt+71bdyR3FHi7q90ul0+MEf/EF+9Vd/lfn5+V2f9973vpd3v/vdg3K73eb06dMHcYsGg8FgMOwbWmsuR0ku43r5FNLneyFf6YfbrqdmCTjpuZypuZyqucy7+ZSKpiWpWXJk/TSlIVCKXqroZfmi1d1M0c0yumm5I1tGt/i2tVtcUwJNO1+8+KSXX+ek53CP7/HaRo17HIkThUPRtnyF3ks9/myChOv3++x1lQ/Lsmg2mzQajS3HeH29Xseybs831waDwWAwGAyGw8cdLerm5+exLIvl5eWR+uXlZY4dO7al/4svvsgrr7zC937v9w7qVLHNsm3bPP/889x///1bzvM8D88zBtlgMBgMh48wU1yM8mmqF8JkMGX1XJBPI91u51NHCO4votVe16jx+iK9p+Zh7/M0BK01/X6fdqfDRrdH0s8FW6/Xo3d1GPV2tdfjleuIegPwfX+iaJsk4ky0m8FgMBgMBoPhVnFHizrXdXn00Uf5xCc+wfd93/cBuXj7xCc+wY/92I9t6f/617+eL37xiyN1P/MzP0On0+GXfumXTJScwWAwGIBcLL0YRPzFZo/neyEXCgm2mqT0M0U/y0i0xhH5OiK+JVlw8l1BF1yb0zWX++seZ+seZ33vhqY7BJniQmXNuPH8tRb5tQScLSLVchnn87pGjbO+ty/rgsRxTKfTodPp0G63J+Y7nQ5ZtpctGbaPeptUZ6LeDAaDwWAwGAy3C3e0qAN497vfzQ/90A/x2GOP8fjjj/OhD32IXq/HD//wDwPwrne9i5MnT/Lkk09Sq9V46KGHRs6fmZkB2FJvMBgMhruHfqb4fKfPZzZ7/MVmj8+0e6wl1xZLqVYECjbSjMtRAgQT+y26Nvf6HmdqLvf6HidrDk1ruJV9v9h160qcb1u/VKQXw4SV5Nq7bdUtyemay+liumqeOjxQr3F/3cO7jp1Asyyj1+vtKN/a7fbIZkvXwvf9XUW8NRoNE/VmMBgMBoPhtkUrBVmWL8+RZehMgcpAqWGb0qBuvE0rlbdnWb4uSdmmi7pModVYmyrqdtGWj5+iVIomQ+sErTKUToEMTYpSeaq1KtIs7yvKugwtVF4vMjQKLTLue8fP03rw8Vv947rp3PGi7h3veAdXr17l537u51haWuKRRx7h937v9wYbTJw7dw55HR9QDAaDwXDncjGM+Uy7V4i5Pl/q9knHljmrScEjU3XeNFUfiK8F1xnscGoLQaI1kcp381qJE67GKctxwqtBzMtBxIv9iJUk5UqcH5/e7F3X/U6VIs53OeW5w3wh5WZta9dSS2tNEAQ7yrdOp0Ov19v12m+O49BqtZiamhoc1XKr1aLZbJrdTA0Gg8FguMPRWYZOU3SSoJMEynyaFvVpUV+pSzPI0sG5KDWsSzN0NqFOZbm0KtvLujTLx8nSXDSVbSN1WX5fWZbLqaK9rKuOQ5qilRqeWwisEXFWyriiTLG8lkaDBG0B9lhqgbb1sG68XYK2dN6v7D+oL8sT2rekesJ5ldTRaDl5fCzytgN8+3as+yIt7j5RJ/ReV1g2XJN2u8309DSbm5u0Wq1bfTsGg8Fg2IEgU3yx0+cz7T5Pt3t8tt0vot9GOeY6vGW6wVum6zw23eChpo+7D1/0bCYpLwcxr4YR54KYV4KIS1FCkCn6xVb29UL+Lbg2Ryvb1h/3HM7UXKad3b1DSpJkR/lWHml67Sg9yHcq20m+lXnP80z0m8FgMBgMN4jWGkakVjKQW6TJmPBKcumVjsmwpMznZUb65v2HAm1MopVtydj1izZGxhm2kwzvjQPWD1oUcmpEeDEQXyNtY320pbcIs2F+2DYYr9I2vAYTrr/9dbmTY4a0QGgLgURomadYgxSsStlGYCGFleeFhRA2D7zhZ2gdf/OtfiT7wl48kfnq2mAwGAx3BVprrsYpz/dCvtQN+HI34NluwFf64ZZoOUvAGxs+j003eMt0g8emG5zynAORTdOOzSOOzSOt+nWPoZSi2+3uKN/a7TZhGO56TN/3d5RvU1NTNBoNE5VuMBgMhjsWnWXoOB45VByj4yQvJzE6iir1lbbySMbOjeItY+pkbNzqEUWoJK9nl1+k7fvzUJVfNkNh5ZBHZFXElfapCCu9jTAbk2KuRDsSHJEftkDbYhBJhi1yGTaIANNomafIIi8VWubl2xkhHKRwENJBSicvSwchXKS0EcIu+tiIopz3r+QHbdV+RV7Y+diT8hPahLDGxrSLdgsh8vb8HGs4xuAwX9JeL0bUGQwGg+HQoLWmkykuRTFLUUI7zTdm6GeKRGskAilACoEEpMiXzMi0RgFKaxIN3TRjM81opxlrSTrYWCFQk9+8Lbg2j7UaPNqq8+h0g4en6tStwyGgkiSh3W5vOaoyrtvt7noaqm3bO8q3chqq4zgH/MgMBoPBYNgZnSSoKMplWBgO8ioMc+EVhagwQsdF3cR8NJBpQyG2jRQbkXFxPk3xZjzOcgpkKcHsitSq68n1dhGp5Vrgylx2DdJCeDkyl2ml9HJEERGmB5Fe2qoIL0vlwkvkqZL5umGIyTvE7x8HN34plIbSy81l0xYJNhRkebs7FGbXTN3BeELaI2Upq33dQnKV9fk1BucauWUoMKLOYDAYDDeVVGnOhzEvBREv9SNeDCJe6UdcjGIuRQm97ADfrAH3+C5vbPqD48Gmf2DRctciyzI2NjbY2NiYKOPa7TZBMHkDinGEEDSbzW3lW5mv1WrmTaDBYDAYrhutVC7NwhAdBKgwRPUDdFjkgyBv7weosMgHISroo4PivDDIBVoYouIol2phmAuyipA7CFGm0aPSq5r3NLqRR4qNtFk6F181C+1Z4Fng5WJMuBLtCHDzKDDtCHCqEWXVCLBChEmFEsWi+SJfVB9xvZFgN0cmVhmP8pLCLSLA3FEpVkZoVeqrciuXWuMiyxlGdQ36OSNCa0fZJkvhVUagmV3fDbcfRtQZDAaD4cAIMsWz3YAvdAO+0OnzhU6fr/QikmtEf83YFsc9h2k73/m0bkk8me+AWkbOafJoOilyAWcVUXaWEEzZFjO2Rcu2mLYtTtZcztRcTtacfVlXbi+EYcj6+jpra2usr6+P5Dc3N3cVCVduxjB+VEWcmYZqMBgMhi0SLQhQQTiUaKVQC8KhRCuFWiHRRoRaOUZFyulrLKOgxYS1vCprhI0sjl/W+0CzMk1yy/kaPBs8OYggG0yVdMuoseEaYPl1VDElMiuixIZi7Pq5WVNPRUVuuUV011CGDaTWiARzi0iuCf1KuSUdpPRGy2X010g/d2Kf8lpCmPcbBsNBYkSdwWAwGG4YrTVLccKz3ZBnuwF/2cvTr/ZDsgkeypeCe32Ps3WPs77HfXWPMzV3sElCw7p9vv0s14ebJOLW1tauGRFn2zazs7MTRVx5mCg4g8FguPPQWYbq9/Oj10f1ekW5l5f7Rbk3llbyut8n6/XQ/ULExUEut4qILu2AdvQgjzOMFtOOHgquat0UMFueO6wfHbOcdimG0WflLpMH5nDiAxl1qwwr8oNoLnfYPiLD3IEMy8velj6T+g1FWKXPoC2PDMuna5q/+wbD3YoRdQaDwWDYE/1M8Xwv5C+7Ac/2Ap7t5vn1dPI31POOzZumfB6eqvOmKZ+Hpuqc9BzkbfQGNE1TNjY2RgRcKeXW19evuUtqvV7nyJEjzM7ODtIy32w2zZtxg8FgOORorfPos15vW3GW9Xqofpc0aJOFXbKoSxZ1yOI+WdJHJX2yNEClAUpFKB0PpNcgGqyQZwPZVggx7YJuMJRqZX0p30oRd9O/57p2VPjo+mDbrws2XEDfm1A3OgVy6/pg41JsVK4NxVgpxLzB9U10mMFgOGwYUWcwGAy3IVprepliNUkJlCJWmlhpBFCzJDUpqFuSOce+7qmeqdK8GkZ8tRfxl4WQe7Yb8FIQTXxbbgm436/xYLPGg02fNzRqvLHpc/wWrf+2V6IoGhFx1aPdbu94rhCCmZmZiSJudnYWz/Nu0qMwGAyGuwutM5SKUSrJxZeKcwmmYpROUFlEFnZJe5tkQZcs7KCCDmnURYU9srgQaHEh0NIIlYWoLEbpGKViNAlKpEMxNibUtAPUQU9zgNFkeycXYpUoL+mNHNZYWUoXaY3XDfuKYgxr/JwiHV0jrLpA/iF6UgwGg+E24KaIul6vx2/91m/xwgsvcPz4cd75zncyNzd3My5tMBgMtzVKa57rhXy23ecrvZCv9EJeDiKuxLmg2w2ztsWC67Dg2sy7NnNOfhxxbWpSoDUkWrOWpFyJUy5HMS/2I14J4m3XkptzbN7YrPGGps+DDZ8HmzUeqNeoHZKdUrej3+9PFHFra2v0er0dz3Vdd4uAK9Pp6Wms22i6rsFgMOwHWutCipVHSKYK0VWpH60Lh3XlkZV1YSHdctGWS7cYlYa5cMuivE7HaFIU6fUvwC+BenEcEEJZSBwExUL4ohRhNaRdw7J9LMdH2v41BJo3JtqKvLWzdDOL6BsMBsPtidC7WcV6jzz44IP86Z/+KUeOHOH8+fO87W1vY319nde+9rW8+OKL2LbN//pf/4v77rtvvy99KGi320xPT7O5uUmr1brVt2MwGG4jtNZ8pR/xZ+sd/myjy1MbXdaS7Rc99qXAtySukLhSoIFQKcJM0Vdq4vpwe8GXgvvrNV5fRMc92Myl3ILr3NjAB4TWml6vN1HEra2tEV5jAexyimpVxJX5RqNxW0QGGgyGu4tclsVoHRdCLBpMq1TV8og4C8faCsE2Vj/op0KySt9hejBrht0QCYg0P0gr+UwU4sxC6GKnSeGMSi/bw7JrSKeOdOpYno/lTWHVmli1KSy/hV2byvtMlGnVw0SSGQwGg2HIXjzRgUTUPffcc4P1et773vdy4sQJnnnmGaanp+l2u3z/938//+gf/SN+4zd+4yAubzAYDLcNWmu+2o94aqPLp4rjajy63pkvJY9N13mw4fPaRo376x7HPIcFx6Zhb/9tudKajTTjSpywEqcsRwmrScpqkrEap6wmKbHSSAG2EMw6FotF5N39dY/X1GucOKRryYVhyOrqKisrK4OjnLYaxzt/cJyamtoi4sqjVqvdpEdgMBjuBLTW6GJ65GC6ZREtplU8GjVWad+2nEWD6Zaj5Ul9hmMcCrRAZBKRCkQiEIlGRBoihUgYHCRipCxSELHIpVq1LgXSom8G0qohaw1sr4msT+XCrNHCqk9jN2ewmjPYU9NYzRbWbBPZLI5GE6vZQNTr5ssWg8FgMNwWHPjU16eeeoqPfvSjTE9PA9BsNnnf+97H3/pbf+ugL20wGAyHDqU1z/dCntro8tRGj6c2uqwko2KuJgVvmW7wDTNNvmF2ioen/OtaZ04KwRHH5ohjQ2O/HsHNQ2tNp9Ph6tWrI0JuZWWFTqez7XlCCKanpyfKuNnZWVzXvYmPwmAwHDRaZ2RZiFJBEfUVkGXB1qmXe5Jn1xBqlfJhY/vpksUC/cpCZNZQikUKIg1BCkECvQTdjaEbotsherMP3bgQamNibVAGFAiqIqzM518oCc9DtqawplpYrdYgL1tTWMemsVpTyKkprFbRPtXK61otrKkphG2W1jYYDAbD3cGB/cUrv7EKw5Djx4+PtJ08eZKrV68e1KUNBoPh0JAozbO9gL/Y7BVybutU1poUPNpq8NaZJm+dbfLmVh3vOjeAuB1J05S1tbUtMm5lZWXH6Lhms8n8/PzgKGXczMwMtvlAZzDccvJos4QsC8hUgMqCQT7LRst5PiRTfVQWkmX9ol9YTLssxNugfzRo1/qQRJTByG6SVnUNMVERZla17I6Vx9tH1yEbrHEmXESkUJ0I3e6jN3vojR5qvY3abJNtbJBtbObpZpkuo7rd631kIGUu0KZbWEensaYKidYqhFpVrBVyTQ6k2xTSbKpjMBgMBsOuOLBPMt/6rd+Kbdu0222ef/55HnrooUHbq6++ajaTMBgMdxxhpngxiPhqL+QLnYCn2z0+3+kTqtGF4nwpect0na+fafLWmSaP3CViLgiCEQlXRsqtr6+z3XKpQgiOHDkykHELCwvMz88zNzeH7/s3+REYDHcWeSRaGX0WDPK5CKvKskKkqbxOZWFRX5Vq4VYRpwK03n6NzYMgF1o+lpWvIWZZ/o1Lsl2Xr39NMhXHZOsbZBvrZOvrZGtrpOvrZOuXyNbXidfXyTbWSdc3Bu36GtP8d3yeWi2smRms6enJ6czWejk1hbgL/lYZDAaDwXCrORBR94//8T8eKTebzZHy7/zO7/BN3/RNB3Fpg8Fg2DXdNONcGHMxjFlLMtaSlPUkpZspFPk0VaVBk0ukUiWVqdKwmeY7pV6JEy6FCZP2YZ22Ld7cGoq5N13nVNbbAaUUm5ubE6PjdtpV1XXdgYSrHrOzsyY6znBXkm8QUEaSFTJsRKoNRVpVluXybJJUG5VxSgU3dW0zIaxCoBWH9JFWHcuqFfnxNh9L1oq0FG+1XLxZtbxtvF56h2Lxfq01qtMhXV3NhdvaWi7XSsm2vk66vjZSVtfYdXo7hOtiHTmCNTuLPTtTSLYZ5PQ0dpGOCrgZrFYLYXapNhgMBoPh0HIgu77e7ZhdXw2Gw8XVOOHL3YAvd0P+shvwYj/i1TDacTfV62XGtnhtI98l9dFWg0en65z1vUO5IcONkCTJls0cyqPcTGgSrVZri4ybn59namrKLPJtuC0pNxPIsj5p2iPL8iPN+nk+7RWSrUeaFfm0ks96E6PalApu4qMQheiqFbKsXuTrhQibJNGGdcO+pUQrBJxVr8i023ttSJ2muWBbWyNdWckF3Moq2doq6coq6doq2cpqLuVWV68v2s2ycpE2O4M9M4s1WxxHZrFnK+WizZ6dMRskGAwGg8Fwm3DLd301GAyGW8mFMM53UF3Pd1E9F27/gWnWtjhVc5l3bWYdm1nbYsq2kAIsBFKArCyOXX4eKmumbYsF12bBdbjHd5l37DvqQ1MQBFy9enUwTbVMNzY2tj1HSsnc3NyIiFtYWGBubg7PrFFkuMUolaJUQJp2Jwq0rMinhXArRdugnPULKTc8X+vt5fR+kK97VsovH0vWCyFWiLJxiTbIFwKt2q8q1WQp07w76nVrt6goIltZIV1ZIV1dI11dIVtdyyPhVleLiLhcxGUbG7DH77Zlo4E1NzeUbEeO5BJui3SbwT5yxEwtNRgMBoPBABhRZzAY7gAuhTF/tpFLuT9b3yrmBHDW93iw6fPGZo0HGjXuqbmc8T1atpn+o7Wm1+sNhFxVzHV3WHi8VquNrBtXHjMzM1hmWpVhn1AqJcu6pGmbNO1uEWiTRNsgmq2UbpVIt4PcpTNfE62BZTWwrTqW3SjKdeyiPq+rF3XNIiqtUZFqhTwbSDUfIcy/p92itSbb2CC9enUo4a5eJb1ayRf1anNzb4MLkUeyzc3lAm5uDmvuCPbcPPbckUGdPTeHdeQI0qyjaTAYDAaD4Tq4JaLu7W9/Oy+99BIvvfTSrbi8wWC4zbkSJfxZIeX+bKPDy8GomLMEPDxV560zTb5hpslbphs0jZBDa02n02F5eXkQHVceYRhue145XXVhYWFEyjUajbsyCsewe8p11tK0TZK2ydIOSdomTTuVo71Nmh9Zdn1rd10LIayBVLOsBvZAoDUKqbaNaCvqR8pFKqX5/vOgUFFEenWFbOXq9vLt6lXS1VVIkl2PKxwHa35+KNgmCrginZ01a7sZDAaDwWA4cG7JO8rv//7vZ2Vl5VZc2mAw3IasxGkRLdfhUxtdvtofjYiRwNdM+bmYm53iiekGU3e5mEuShKtXr7K8vDw4lpaWCILt172anZ0dkXFlWqvVbuKdGw4To9FsnT3Ktvy8/ZoWKmUN254airQdxJpdFWh2Ed1WEWu23UAI14jmW4xWimxzs5BulQi4K8Oot1LCqXZ7T2NbMzPYC/O5hFtYwJ5fwC7zC/ODvGy1zO+BwWAwGAyGQ8UtEXV//+///VtxWYPBcJtwJUr49GaPpza6/NlGl+d6o9FeAnhj0+cbZpp8w2yTJ6YbTDt3ZyRLNUpuaWlpIOVWVlaYtFeQEIK5ubmBkCuPubk5HMe5BY/AcJBkWVRIszZpunkLo9kktt3Ctqdw7BaW3cQpyvaWtHoM6273zQjuNrJuj/TKFdIry6TLyyTLV/Ly8jLJleVcxl29CjtsPjOOcN1Cus1jVWSbPV/It6LNnptDuOb3xWAwGAwGw+3J3fnJ1mAwHBpW4pTnewHP9UI+1+7z6c3exM0fXt+oDcTc1880mb0LxZzWmo2NDS5fvjxy9HqTZYrv+xw9epSjR49y7Ngxjh49ysLCghFytxFaZwOBliSblci2Ip9skgwE2yZp0i7Keft+rccmpV8ItimcLRJtO9E2rLcsszPlnYJO0zzSbXmZZLkQbsvLpFdGZZza5nVpEtbs7Ei025YouMU8lWZ3aIPBYDAYDHcBB/ZJd2VlhV/7tV/jqaeeYmlpCYBjx47x1re+lb/9t/82CwsLB3Vpg8FwQCitOR/GvNCPuBjGLMcJV+KUlTglyBShUgRKoQFHCBwhsIXAkfkHK61BoYmVZiVJuRIntFO15ToCeEOjxuPFGnNfP9Nk3r27xJxSirW1tS1SbtJacmWUXCnjSjE3ZT7UHiqUikiSDeJ4jSRZI0nWiZN1krjMl/UbhYBrk2Xbb+axe0QhzVqVKLa9iLYppDRy925A9fskS0ukS0skS8uky0sjMi65sky2srrr3U9ls4l99Cj24gLO4tE8f3QRe3ER5+hR7MXFPPrNfHlgMBgMBoPBMEDoSXOjbpC/+Iu/4Du+4zuo1+u8/e1v5+jRowAsLy/ziU98gn6/z+///u/z2GOP7felDwXtdpvp6Wk2NzdptVq3+nYMhuvmXBDx6c0ef7HZ43PtPl/thwRq318yuKfm8rpGjYemfB6fbvBo6+5aYy7LMq5evcrly5dZWloapHG8NbJQSsnRo0c5fvz44FhcXMQ107xuCWnaI46vEscrxPFqJb9CFF8ljldJ4lXiZO2GpFu+rlopzqYL4dbCdkoBN12Up4Z5exrHaWFZDYSQ+/ioDbcjKghILi/l8q2SJstLpJdzIbfrXVBtO494GxNwA/m2eBTn6CKy0TjYB2UwGAwGg8Fwm7AXT3Qgou7rvu7rePjhh/noRz+6JZpDa83f+3t/jy984Qs89dRT+33pQ4ERdYbblUxrPrPZ4/dX2vz+yiYvBlunzTlCcLbucabmcsxzWHRtFlyHhiWpSUlNCoQQpEqTaE2q8wg6IfJIOQnYUjDv2Cy6DidqDo27aBe9JEm4cuXKSJTc8vIyWZZt6WvbNseOHRuRcgsLC9j23RVdeLPJsj5RdJU4yYVbHBVpskIcDaVcFF9Fqe0355iMxHFmcd0jOM6RPO/M4rhlPk9tpyLjzPpshmuggiCPeFsalXB5ZFyeZruUcLJexz5+PJdux45VBNzRIhJuEWtuDiGN/DUYDAaDwWDYLXvxRAfyae/zn/88v/7rvz5xypUQgp/4iZ/ga7/2aw/i0gaDYY/ESvGn613+69UNfm+lzWoyXNjbFvA1zTqPTzd4bLrBg80a99Q8bGmmU+6GKIpYXl4ekXJXr15Fqa3TfT3P2yLl5ufnkebD8L6QZUEh2K4W0W4rg8i3ahRcHK+QZf09jS2lj+vO47nzuINjoZKfw3XncgFnt0x0m2FP6CwjvXKF5OJFkkuXSC5dJlm6TLq0PJRwGxu7GkvU6zjHjuEcO4Y9SI/iHD8+qLOmpg72ARkMBoPBYDAYduRARN2xY8f49Kc/zetf//qJ7Z/+9KcH02FvBr/yK7/CBz/4QZaWlnj44Yf58Ic/zOOPPz6x76/+6q/y7/7dv+NLX/oSAI8++ijvf//7t+1vMNyOhJnif653+N2rG/zBSpvNdBjNNW1bvH2uxbfPt/grR1q07qIpqDdCEAQDGVdOX11ZWZnYt16vjwi548ePMzMzY6TcHtFa5ZFt0RJRtEwcX60IuHH5trfdS6WsVYTbXCHiqvJteORTS428NlwfOo5JlpdzEXfxUi7jSil38SLJ8vKudkYVvp9LuOPHsI8dxzl2tCLj8tRsxmAwGAwGg8Fw+DkQUfee97yHv/t3/y5PP/003/qt37pljbpf/dVf5Rd/8RcP4tJb+NjHPsa73/1uPvrRj/LEE0/woQ99iO/4ju/g+eefZ3FxcUv/P/7jP+ad73wnb33rW6nVanzgAx/g27/92/nyl7/MyZMnb8o9GwwHQS/L+MPVDv/16gb/fbVNLxtGdS24Nt85P833LMzw9TPNweYPhsn0ej0uXbo0Eim3sU1Ey9TU1BYp12q1zIfla5BPP10mLCRcfozm43gFra8tMEqk9Mai3eZGIt+8ipSzrKb5GRn2BRWGeRTcICJuVMSlV65ce3MG286j3k6cwDl+HPv4MZyBjMtTaV5XDAaDwWAwGO4IDmSNOsgF2b/4F/+Cp59+erD2kmVZPProo7z73e/mb/7Nv3kQl93CE088wVve8hY+8pGPAPlOiqdPn+bHf/zH+emf/ulrnp9lGbOzs3zkIx/hXe96166uadaoMxwWOmnGf19t81+vbvCHq+2RjSBOeA7ftTDNdy/M8Ph0A6vyAa+XZjzT6fPZdp+XgojlKGE5TuimilhrIqWwhKAuJb4laVqSY57DCc/luOfwmrrHG5o+Jz3nQD84aq1ZSzKuxPn9LUX5LrRXit1or0QJK0lKL1MkSpMVL3e+JfGLe5+2LRZdm0XP4ajrcK+fb2xRTvFNkoSlpSUuXLjAxYsXuXjxIuvr6xPvZ3Z2luPHj49MYW02mwf2+G9HtM5GouCGAu5Kno/zcpp2djmiwHUX8LyjeN4irjOH6y2MTEH1BpFvRr4Z9p+s2yO5dHFMwF0aSLlsm8jaKsLzcglXHidP4pwc5u2FBcRdtJanwWAwGAwGw53GLV+jDuAd73gH73jHO0iSZDD9a35+HsdxDuqSW4jjmKeffpr3vve9gzopJW9/+9t3vZFFv98nSRKOHDmybZ8oioii4aL77Xb7+m/aYLhBLoUx/321zR+stPnkeoe44uLP1Fy+e2Ga712Y4ZFWHSkEWmteCiKebvf5zGaPp9s9/rIbsnUVtb3TtCSvb9R4fcPndY0ar2vUeH2jxoJr7yhMMq1ZS9JCEKYsx8kgfyVKWCrKV+N05PHtlvV068YNAGjNdNDlaHud4911Tnc3aXQ2EBPWlJubm+PEiRMDIXfs2DF839/zvdxJpGlvKN7iK9tEwV1F622e/zEsq1EIuKN47tFh3js2yLvuAlKazTUMB4PWGrW5uSUSLi7S9OKlXW3SIOv1XL6dOJELuDJfiDhrbs5IZIPBYDAYDAYDcICirsRxHI4fP85XvvIVFhYWDvpyI6ysrJBl2Zb18I4ePcpzzz23qzF+6qd+ihMnTvD2t7992z5PPvkk73vf+27oXg2G6yXMFJ/r9Pnkeof/vtLmi93RXShfU/f47oUZvmdhmoeaPt1M8bl2n196dZnPbPb5bLs3UVyd9Bze3GrwhmaNY0W0Wcu2cKXAFQINBJkiUIqNJGMpTrgUJlyIYr7SC3mhH9LNFJ9p9/lMe3Rx/rolOeJYHLFtbCnQOpdzm2nGRpqNrJm3G444Fkfd/B4XPTtPXYcF12betWnZFo4Q2MV9h0rRzxQb3S5LFy9y9dIleleWUCtXkUm8Zfy+43GlNUtvZo6548d57enTPDg/y5umfOadnaXjtYiUop1mdFLFZprRKR5/mbbLI8voZ4qGJZl1bOYdm7N1j7O+x32+R806uPXtto+CWy6mp+blLOvuckSZTzP1FgfirTZBwtm2WdTecLBorcnW1kbXhBtbJ071rr2+oZyeHkq4EydwT57EPjHMy+lpI+IMBsMdh9Yajd6aFnml8y86q22DukrfLXUTxlNagWZ0fCp14+Pvoc+ke1BaofMTd7zPkfEnnXcwk9f2ndvhb5RAIIRAColEggCJRAqJEAKB2JKXxQZeZX4wRnFedYyRftUxymsV+T1fa5v7NRh24qaFIbzhDW/gL//yL3nta197sy55w/z8z/88v/mbv8kf//EfU6vVtu333ve+l3e/+92Dcrvd5vTp0zfjFg13CVprepliNUm5Eqd8tRfyfC/k850+n+v0iSpTWgXwaKvOt89P821zLSTwdKfP//viKp9p93i+FzL+lsGTgoen6ry5VeexVoNHp+sc99wbuudYKV4KIp7r5vf6fC/kuV7IK0FEP8tF2QWSbc8XwJxjc8xzWHRtjnoOx1ynmKJqD/KLro27i00YkiTh8uXLXLx4cTCNdXxdOQnYtp2vI3fsOL3ZOV70W3whlXypF5CWT9yl9fwgjxo8VXM56bm0bEnDsqhZAqUh1ZpUa0Kl6RTyrZupPJ9lg6nEN4ot4MGmz6OtBo+16rztyBQL7u6il5VKimmnlwnDS3kaLY2IuOuOghsTb2XedeZNFJzhpqGCgOTiReLz50nOXyC+kKfJhQvEFy6gg+CaY1hzc8MpqRUh55zIp6haZoq7wWAoUFqRqpRUpSQqGeRTnQ7zY+2Zzrb0y1S25Zxt+42NX+2X6YxEJWQqI9PZYNyyXPaZVE715LZSVBkMhutnO9lXlYlCjOUr55R9x6XgjnXjY0wal9Hxt+SZcH0hsIQ1eAyWsAZ1AoElrYGwlFIOhKUlrUF+/CjH+LZ7vo3F+ta9Be50btonpVvxbcL8/DyWZbG8vDxSv7y8zLFjx3Y89xd/8Rf5+Z//ef7H//gfvOlNb9qxr+d5eJ53w/druPtIlOZSFHM+jDkXxFyIYlbjlPU0Yz1JWU8y1pKU1SQdkXHjLLg2Xz/T5PFWgxnH4sV+xKfWu/zKuSsTo9NO11wea9V5dLrBo60Gb2zWdiW79oIrJa9v+Ly+MTodNMgUl6OE9SRlLUlR5FJOCsGMbTHjWMzYNjO2hX2dm1oopVhdXR2RcsvLy6gJU1jn5+c5deoUJ0+e5NSpUywuLmJNWAuqnym+0Onz+U6fz3cCvtDp82I/opspnisk5I0wZUlatjXxmLYtpmyLhiXppBnrScZynPBSP+LFIKSdKr7QCfhCJ+DfXszHe9OUz7fOTvEds4r7rBXC6DJReHlLGsVXYVcTnfMouMkCbli2bSMsDDcXrRTp1ask588Tn79Acv48ycULg3x69erOAwiBvbg4JuIqQu74ceRdPq3dYDhoxqXUiOCaILq2tOvJAuxagmxSW6pSEj3h+mPjbXePZdSVYW+UEmDwn7hGihhEOVXPgdG6/P9R0VBeryougBEJUZar506sK8Yv66p9Ru71EHM7SNfxSEul1SCascyPR0MO+hX/Jst8NRpS67E8emu/7fKVc673MWU64zZ4+m8pD849aETdnYbrujz66KN84hOf4Pu+7/uA/AP8Jz7xCX7sx35s2/N+4Rd+gX/+z/85v//7v89jjz12k+7WcKfTzxSfbfd4pt3n2V7Il7sBL/RDsj28OHtSMGtbHPdcjnn5lE4LwZU44Zl2n/9yZWPLOX4RLffYdINHW3UebTVY9G7eWpFb7seSnK17wP7J7W63OyLlLl68OLJuZEmj0RiRcidOnNgxWrZK3ZJ83UyTr5sZiqh+prgYxlwIYy5HCd0so5cpgizfbMMuDk8KWrZF07aYsiRTtkXTlkxZQwFX3cxjL2RZxCvtV/nLtRe40H6Z9e4riOQii+1lFtvLrL4asHqNMYRw8umntePUvON4teOV6ajHcL1FEwVnuKVk3R7JxVy8xRcubImM0/HWKetVZLOJc+Y07qnTOKdP4Z4+jXPyFO7pU9gnTiDdG4sgNhjuBFKVEmcxURYRZRFxFhNm4UhdlEZEKhrWpcO+gz7Z5LqyPGncVO1+B+/bEVvY2HLCMV4vbCxpbWm3hLXl3JG6sp+0toxZ7VfmLWEN+lrS2rF+S7mIcpko1vYo2qp1BsPtynaCcDyv9FaZuKu68TF2KxrHxph0jS2Cczeycuy6Zd/yKKNuM51ds343fWe92Vv9I74l3PGfut797nfzQz/0Qzz22GM8/vjjfOhDH6LX6/HDP/zDALzrXe/i5MmTPPnkkwB84AMf4Od+7uf4jd/4De69916WlpYAaDabZvdGw555qR/xH5bX+KPVDl/o9vck5SYRKc1SnLIUp7DNppivqXu8uVXnza0Gb27VeUPDx7nOyLTDSBzHI7uwXrhwgc0Ji7nbts2JEycGUu7kyZNM7/M6UXVL8kCjxgON3cm+60FrTZpuEgTniuP8MB+eJwwvAwofeGDC+QrBBrOssMAacwjnGGdap3lk7ixnWmfwvOO47hxCHNwadwbDtdBZRrq0RHzhIsmF81umqWZrazsPYFn5enCnT+GUMu5UnndPnzJrxBluGxKVjAitKIsI03BHyTVet22fchw1Vi7aU324ZJktbRzpbC+5CkHlSOeaAmykz4TxBu3bXOta9+GICfdQuZ55/TEY7lyqUZYGw35xx4u6d7zjHVy9epWf+7mfY2lpiUceeYTf+73fG2wwce7cOWRlyt+//Jf/kjiO+Rt/42+MjPOP//E/5p/8k39yM2/dcJvSSzP+w/I6//rCVb7a3xrVtR01KahJiScFinxzhVRrEgUKjaCcFpBPk1woNku4z/d4baPGA3WPNzZ9Zpw75591OYW1KuWWl5cnTqVfWFgYkXLbTWE9jCiVEIaXCMJcwoXBefpFGoTnSNNtrGyBlD6+fxrfP1Mcp/FreTl1jvMHayGfXF7nT9Y7pCmwlh9f0/T49vmUr5vu8ebpOo3b5Pky3J5k7Xa+Ltz5C1tl3KXLkGy/ZiWANTODczoXb87JU8PIuNOncY4dQ9h3zmuf4dahtSbV6XVFio3XjYuwiX3GBFu2y/VADxpb2tSsGq7l4lneyDFeV5Zdy6Vm7+6c8TrXckdkWhm1ZTAYDAbD3YjQN2nxOCklzz333G21mcT10m63mZ6eZnNzk1ardatvx3AT0FrzP9c7fOiVZf6i3ZsYOXdvzeXBZo3XNXzO1j2Oew4Lbr4xQsu2kOYNKZ1OZzB19cKFC1y6dGniFNZmszki5fYyhfVWkSRtguDVQsadH4mQi6JL19yswXOPUvNPTxByZ3Dd+V19oFmNU35vZZP/cmWDP93ojPyeSvK1C8/WPU7VXGZti1nHZtrJp+b6UlKvpkW+TO+kqE3D9aGThGRpabhW3IXhmnHxhQuoCZGvIzgO7smTuXg7dXJ0muqpU1hTZhfgu5kkS+infYI0IExDgjS45hGm4e4E29h0zsOyxpgjnRFZNi7CXMvFkx6ePSq/tpwzJtxGxpHFufawzZUuljRf3BgMhtubcurkdlM0q9M7t9SV0zFRo+MU6+EpNVwXrzpVs9pWHadsGxnnGvcw3rblHvSEa4y1jbTv8DjHp8xW77+6BuD4PU1s36bvdmNfq/3X/s+/xsMLD9/qX6d9YS+eyHz9bDDcAJfCmF94eYnfvbpBNxt9Yz9jW3zPwjTfPj/NW6YbzN5BkW77QRzHW3ZhnTSF1XEcjh8/PpByBzGFdT9QKiWKlnIZF5wfRMeVMi5Nd5YUUnq5fKudHgi5un9Pnq+dwrJufDH7OdfmB07M8QMn5gbS7s82uvz5RpeLUcKrYcyr4c5rfW2HLRiReE5lsWaRr7U8PATUpcWsk8vAWcfiiGNz1HU4WXM44bkc9xx8y0whOGyoXo/4/Hnic+dIzp0jPlfkL1wguXwZsp2FszU/X0xJLSLiKjLOXlxEmKjO2xqlFWEaDoRaPynSsfJObZP6hml4y6ZlutLGk87gcEW1bOftwsaTNp5wcKWFJ6xKnVX0kXmdsPGQuEJSkzYuEk9IXGHhFXlPWLhIJBoG36cX6U7lPBy/KEf5sZfzK8nu+1+jPELl7/bgb7gYK0+q2+m8gxx7F+eN9xl/byLEWN8J42yX3/P5293fQVx/0mO+0fu/1vnj9Qd5fa7rfE25QUAhVlBoDVkpT2BQn4sJjULn7Tor/glXRMpgrAyFRg3kkR6cPzKWVsPzKdf6GsqTrDKuUlnl3OG6YNcqV9cT29KusolCbCCpVDYieMrzy00VdhJYW9onibCxNsOdwd36szTmwGDYI4nS/NqFq/zaxZUtUmPKknzXwjQ/emqBNzb9QyeTbhVaa9bW1jh//jznz58f7MK63RTWqpQ7TFNY8ymqF+j3X6bXf2ko5YJXCcNL6Gt8kHTd+ULGndkSGee6Czd1nbiqtAO4EiW8GES83I+4FCVspPmuw+tJSqAUQabpZ6rI52k/U4OPYqmGTqboZPv3x3TesXmwWePBps9DTZ/Hpxuc8c0O2wdNtrFBPJBwr5IUMi4+f47s6sqO5wrPy8XbyVPDaapFRJx76hSyXr9Jj8IA5NIkSyCLB4dOY8KkT5B0CeIuQdojiPt5mgYESb+QZXnUWj8LCbKocsT0VUSQJQQ6IVAJfZUQ6JTgJkzbtLXG1+BrTU1pfK3wB6mipvWwXPTxtMbVeVoe4+VJdY7Oo40NhjsVTeF3gUwUS68IyBBkgBKiaMvXvE2LNG8r+ol8jLQ8v1JXjjlsG71Odcy8XzH+2Ngj1xb5OApR3EN+n4rRa6rK/evK9TJAF+OX96HHHlO1vxq7XvkY1eDeKtc07/tvS2TxWi8Aq0jlyJHv22vpyW1bztWjfbaMq7e2SUDo8bHZcl0LjdDlNfXIuaP3rodj6PLcsWuMPO5ymaXyenrQp/qYha6MO9JHj/XVlcerB9ctzxFl/eA+9OTraJgLd7+U1J3ETRN1P/VTP8Xc3NzNupzBsO98ar3LB1++zKc3e1Q/itgCvm6mybvvPcrXTzeNnAOSJOHy5cucP3+ec+fOcf78efr9/pZ+zWZzRModhimsWmvi+Cr9/sv0+y8V6cv0g5cJgvM7yjghXHz/1Mi01KGQO41lHV5Jseg5LHoOXz+z+01ztNbEuhB4IxJPE6uhxNOa4ltmih2joJupgQxcS1LWkpTlKOVSFHMxSuhnipUk5U/Wu/zJendwzVM1h7fONPn6mSZvnWlypuaaf3N7RGtNeuUqyflzxK/mAq4aHafa7R3Pt2ZmcO45g3v6DO6ZM/luqmfO4Jw6hT0/j6is+3rXoTJIQ0gjSIIiXxxJJZ9GhUCLcoGWxiMyTSVhHpmWlcIsIlAhQRbnskzlgiwXZbkgC3RGgCLQGX00gdAEQCAFgRAEQg7y+ib8m/FVLsrqgzSXZ3WlqWuNr1SRauqFbBuvH0o4Ta0494b2LJc2CAukBcLOU8sCIfN6IfPomDKlzFfqt9RtVy/H6sU29eP9mXC9SVFCN1Jmj/1vsAyMRNhtG4U3qW435+3Up6zWZBSHVqRFmqFH83rYJ29TuVzSRb5oH55Dnt+2rTxfkcIgQiqlej9FfXHkeQbj5WJop3yeKj0sq0p9Xt4mb/583nSE1gOhYhUyohQjFrmYKKWJVQiMUrBYFTFSSpuh9NFF/0LSFOJGlteo5GX12pV72vnaw2uIyrXzxzK8tlW5hkSPCqTKYy/lTFXMTGyrCJ5R0aS3tA1FkR6VZboih4p7LPOVOEnDoeXu/AndtDXq7ibMGnV3DstRwgdevszvXtmgPRYpdNZ3+dFTC/zvJ+bv+vW5Op3OIFru/PnzXLp0CaVGny/Lsjhx4gSnTp0aHK1W65ZJljTtDiVcIeLy/CtkWXfb86T0qdfvo16/l7p/L75/z0DGed5Rs3vqPqC1ZjPNeCWIebYb8OVuwDOdPp/v9EnH/mKd9BzeOpuLu28w4m6ATtN8vbhz50aj4149R3zhAjoIdjzfXlwsJFwu49x7zuCcPoN75jTW7fJ3rYwmS3q5NEsCiMt8vzgKmZYEuTxLy3RcrG0tqyQgTGP6KqCfJfSziD6KQAr6QhBIWQgyUQgyWZFmlfYJbdFNkp21QXSawAd8BD5yeAhreEibunDwpY0vHXzh4Fsudenh294wtWrUrBrSdkA6YDm5IJP2MF/KMmlVxJlV9JO7rCvEmrTGBNykOisfw7CFTGWkOiVVY8d43aQ+e6nX6eBamcrIdEaqUjKdTSxX++35vAltd+vUqRvFEhZSSGxpI4VECoklrMEh5bA8aJOVshxrGztn/LyJY+xwXvWetpSlRCIH9yFFUZaV/uzQttPYuyxXH4MQYrhJih6b1j5RQm+Xn3DONceikt/DWDd0L+zv49rxfK59/r7eS+V95qQp8ruuv55zDqB+S/FW3dM2bdOnwT28wQ57YS+eyIi6A8CIutubTCn+zcUVfu3CCq+MTW2dsS3+2uIM77n3GAveDX2vf9uSZRlXrlwZEXMbGxtb+jUaDU6fPj04jh8/juPc3OdsfKpqVczF8ZUdzpT4/qlCyJ2l7hdirn7WyLhbSC/L+Mxmn09tdPmz9Q7PTBB3JzyHr23VeWMxXfbBps8Jz9m3zVqU1vQyRTfL6GX52jNTtsWUla/PdzMloYrjfBfVV1/NN2woo+NePUd86dLOu6hKiXPyZL5RQxkdd8+ZYrrqaaR/42si7oo0hrhbHD2I+0OxNkmqxRXpllTa4/5YXdG3mIqZAYEQ9KWkV4i0vpT0haAnJX0p6IvRtOyfpxPab4L4EUBNFGJMOvjSpW65+JZXHDV8u4Zv+/h2Hd+pU7Pr1J0Gvtssjqn88FrUnSa+4+PbPjWrZjYMuAHK3WFTlZKohCRL8lQlw7pK/UhdUV+tK4VWKZfKo2wbr0913papbKIYS1Sy9ZwJEk1zd38MKCVKudNsKYhsYQ/z422VcrXflvIO55TyqJqvSp2qHBuXWFLIGztPjgqkUmoNxqyIJvPFl8FgMOwfh0rUXbhwgRMnTiClHMnfyRhRd/uhteZ3rmzw/7pwlc91+iO7YdoCvn6myf/j3uO8ZaZx627yFhEEARcuXBhZXy6ORwWmEILFxcURMTc7O3tT3uANp6q+tCVC7lpTVR1njnr9Phr1swMRV6/fh++fRkqzFtphp5dlPF2Iu09tdPlcu08y4U+aKwTHPYcTNYcZ26ZRSDVXClRlWq7SmkhpeoWECzI1kHLdIt/fYQ2+adviHt/lft/ja1t1Hms1eGjKx72Bv3lZtzc2RXW4Xlx6eWlsytgownUH4s29pxIdd+YMzokTiL2Kc5UVMq03lGtRd7Qc94q6an1v+77Z1s1LFBBuJ8dK2VaKtqKtlG89mUem9Yr+vUHU2sG97xAIfMujbvvUnTp+KcqceiHQ9ng4w3zNqt11H5S11qQqJVYxcVYcKibJki11qUp3FGSpHm0f6XM9Ym1svDsVW9i5WJK5YCrLtrRxpDOQTmVd9XCEMzxv7NyyPBRZdhFhZGFhI4WFLCSZGERN5YeFhZR5PyFkXicsJNYwLywEZWRTmc/7iDJiqpBQAokQFgKB0nrwUqp1/rdAQ7E4PVAs2aB0XqcpA6JGNedgjErtSHDRoE5vqasWtj1/D2MNq691L9W6nftWEQyDXUQRASPEMBYmbxOVfHmO2Hp+dZxt+g7H33otKudPvNbYfQmRjyJF3l9W+lXrxDb9B5tkTehPJT/SX7LzGNW2u+w132C4mzhUoq7VavHMM89w9uzZkfydjBF1twdaa/7Hapv/57krfGbCB/z7fY8fPT3PDx6fw7rD5XLJ+KYP58+f58qVrZFnnudx6tSpgZQ7efLkga8tN3mq6kvFVNXetueNTFUtRFy9fh91/z4cx/z7vJPoZ4rPtnt8qRPwpWLK7Ff64Yh43y8sAc1ik5Nulm17DV9K3nakybfPTfNtcy0WxyJxtdZkq6vE587nQu5cZUfV8+fJ1tZ2vA/ZaFQE3Ok8X0TH2UeP5uvFpRGEbYjaEHWGaVgtj9cVR1WqJaPrTGoggRFh1q9M++yPybagIt2Csai2fIzh9M+DQgpJw25Qd+rUnfowb9cHdXU7F2wj9fYwP952O8u0cre8OItJVDIQYKUMG68bkWXb1CXZ2DmF5LpWn6qAu9XkbwcE6GKFoyLVWoyU81SgdZ63pIMtXCzhYJHnpbCxhYMlHGSZYhWpjcQppJKFwEaQiyXIRVNeXywXrvO68vqispS51mJQHqy6VNwfWuSrTmlR3O8wLR+r0oAuvrwoZFVWiCqtNZnK80rpYnfJoly06Up+cI7WRX+G56jh2GZOj8EwmVIu7iT2xKANpByVfSCQ2/WfIAelEIO8JUVRzs+RlXYpR/vKarsc7TvSXhkzb8vz5bXGxxJCYMnRvtV7suTWsSZdSwixwz2OtW+5x+FjseTWscp2a+xxW3L8eRw+1vF7r55/u76PMOyNvXiiA99MYuSbHvMX2XCL0VrzZxtdPvzqFf7XRpdo7Hdy0bX5qwsz/MS9x5hz7/xNkZMk4dKlSyNibtKmD0eOHBmJlltYWDiQyNhyqupwmmou4nY/VfXsQMKVQs5MVb17qFuSb5yd4htnpwZ1idIsxQkXw5jLUUInzaPlepkiKRYXhuGb4pqUNCxJw7KoW2Ve0rStYd6yqBVvuCB/XellivNhzCtBxHO9kM+2+zzd7rGWZPz+SpvfX2kj0Hx93Oe7L7zE2774OaxXXiY5dw414d9cFWt2Bvf4Is6xI7gLLdyFJs4RD3fGxnITxECsfQZ6fwTPbMKf53UqahOqZLAWWiiq66JtXUctHFkrTRI6gr4rCGSTQLQG00ADaRGIfCe/g0IgJoqzMt9wGtTtIh2TauN1ZV/P8g7dm2GtNYlKiLKIKIuIs5gwC4mzeFCOsogojUb6lPlJ5Wrd+Hjj/fe6dlf+ZzOXRug81aU80sVy45W2vFzpj1W0+6Abg7F0pR09PEdgF1LLQQobqfNUYCN0nlLKrJFryME4w0OglMylkhIoncuqXECB1oJsbIml24tyD8q7g/LD7Xjk03YyQ1Q+XE86RzD6gVnKiiChiLzaRqBMYjwiDEaXYxrJV3qN1m+t3Ha8vVybySdO6j/Sl2HkndZjS4NV6ouqwWe/agTf8Bxd6Tdh7LHlx0Y/Uw7773Q99Oj5ZfR8Of543WgEZdGmiruq1lXHGOu/H68f5fOkxtdVM9yxDMTfBGEqZVk/FJilOLUG+ckCsBSQVkW0DqThmMAc1m9/7oiMHJx7jfOr93wNaTlJcr7l3iPMNtxb/SO66dz5JsJgAL7Q6fHLr17hD1fb9NXoH7sjjsV3zU/zD+45xmn/zn4RKDd9KHdivXz58rabPlTFXLO5+51Ar0U+VfXKaHRcsYZcGJ5H62zbcx1nrpimet/I4ftnkPLO/tkZrg9HCk7XXE7XDu73QwhBPUs5u3yJU6+e44nz53jnufNE58/xbJDwJ4sneeqhR3ju3tfwKbfBp85+Df6J1/DNn/1zvjv+Q17/ylfJ5hyyOZtsRpM0U9J6RFoLif2E2NkkEOcGmw6EmaC/KgjWctEWitENC0JbELiCoFUjlDdn8d2aVRsItJGIM7uO7/gjEWkjkWnV9krdrYpUK6VZkAZEWUSYhoRZvgNrlEUT68t8KdJiNSrWdpJoUZoQpWkhkUrRZDOUXXYhm4Z5tF0RYUUeWbSXgsoGXUPrRjGmVQi1Sr5SXy0L7MFYMGzTWqJVGbF191J+OLHk2LHLOikEthSDD162tbXOsoq2CXXjY+304ajatiU/6cOdHLZNingZ//A0fp1JETnjH8C2fMgrDiGHAm0YFVQVYsPonsMm2w2Gccpp0xPlIKNtWo3WqVJ6ltOtq/0njFHKRVVtU0OBuN107jJCtnp/WRExW55TRsOW5+3UnqnRvkpX73Hn9mok7ui4WyN1x9u33tPoc7NT++i4k+550mOt3lNxD2PRw+V5mR72ufbvzHCnZ8Mo/+HvfT2PNY7c6tu46RhRZ7hjebkf8pFXr/C7K5tspqPyZ8qSvH2uxU/cc4zXNg92yuatYi+bPpw5c2Zk0wfbvvGXBq1VHh3Xe4Fe76tF+gK9/ot7nqraqJ/F9+81U1UNt4Y0RvfXUFfOE730FTrnXmTz0nk2V5bprK/R7nbpJTGhA4ELoQuhA6ErCGYhFPCar/5nFpcdlmenWK/XSEXGX5wJ+czpCKFtGEwkLfGKY/8o1zyrrodWs7eWy6i1Se3jMq3se9CbEiQqGZVlaTQUZYUkC7JgslBLQ4I0pB8n9JOIfpIQJilhkhCmKWGSEaUZUZoSZxqtJHogvWxQdkWOlXl7INUGeWWjdQ10c6S/Ls5B5eJrRJDdQdLLsQS2lNgyl0+2VckP6qt1RX2ZtySOJbCkxClE1LBO4FgyT4v6vK7oP3btsv/I9a2x6xV5SxZCrJBmZYRAKcnKtlK8SWkkkcFg2JkyWgnM64VhqzRUlfLI0gJjgnBS/61LCAwlqFLDJQvKZQr2MvbkexmOrQqZuKWfGi5nMDKuGsrKbc8v73NEno4+xmbt7lRWd+ejNtyxXAwi/vXFFf7j8jpX4tFNBDwp+KaZKf5v9y7yllbjjvtGdrebPhw9enQkWm5mZuaGngulUoLgHL1+Rcb1XqDffwmlwm3O2mmq6rE77mdjuDVorQnSYHD0w02C/hWC3gpBsEI/WCMI1+lHm/TiDr2wTbffpRsGdJM431RCaPoSAlsQOLmE046Ae8iPAbsRVRmwAWpyb43EljWmbI8Zp9jF023iF9M4RySb428p+5a/rYSr2TXkAU4Bz1Q28lwPnvOkTzcOaEchnSigG0V044heHNGLY/pxQhAnBElKkKSEaUaUKuJEEaWKJBOkGSg1Lr3GxVmZL+SabqB1ayDZdvfzufWU8smxZHFszduWxJ2Qz8sCd5u8Y0ncbfLbXcuxJK49lFpDWSZHhJhl5JXBYDAYDBMpxa35W2nYC0bUGW5rlNY82w34+NI6//XqBhei0V3YLODR6Qb/19MLfPv8NNYdIoBuxaYPSkX0+68MouLKKLl+/2W0nrz7nZQu9fr9NBqvoVG/n0bjAeqN+6n795ipqgagmAqtYoKkkDvZUPBUZc8gn/YJ4h5BtJGLt7hDkPTy+jQkyCL6KibQGSFq7xMIbGAw01uw3bfhQoOvBHVt0ZAOdden6ZYbEjRpeC3qXou6N0u9NkPdnRrZrKBMtfD4442E/3Ql5JluDEKwBBz3HN5x7Ah//egsD9RvfF01rTXdMGQt6LIR9tkI+2yGAZ2wKs/iXJ4lQ3kWplkRcaaIU0WcauJUk2aQZoI0E2RKDkWaskE7RSSaM5jGmeMXx63HlmBb4Ni5zHLt/PBsi5pt4dk2nm3h2cO2sp9jyWF95dxqedhuDdocS+DZciDYnEKklXlHShOtZTAYDAaDwWAwos5w+Mm0ZilKeDWIea6X7+b4Qi/kQpRwNU637NYqgDc0avzIqXn+t6NH8K3bf2rRzdz0IctC+v2XhlNW+3mEXBC8uu36cVL6uYxr3E+j/kCRfw2+fxohbo9IFsP2KK2K6YNbI6a2i6Labd8wDcl2WJdwv3ATTS0BL4ZaArUYvETjFXk/ztN6Kmi4dZqNFs3pOVpzJ2gdv5fpU6+jdeo+ms0jNJzGvkWoZUpz0s/46/MZX9ro8Z8ur/MHyxssrUf88sUOv5y9gq81xyzNFBk1lWCrGNIElSYkSTl1UxOlmiSFJBWFRMsFmlKFQLvmNEuLg5ZpUiosqXAsjW2DY+VTJj1HDMRYzbGo2TZ118Z3HOquQ91xqLsuddcdSLCBMLO2irKBLKuIsrLdsYSJ2jUYDAaDwWAwHFqMqDMcGlKlea4X8BebPZ5u93i+F3ExitlIsmvuYSaB19Q93nl8jh84MUfLvr3lULnpQ7nxw0Fs+pCm3ULIjU5ZDcLzbLe7lGU1aTSGIi6PlHuAWu242Vn1EKC1Jsoi+mmfXtKjn/Tpp336SVEu6oM0GLTvVqjdDBytqSmNrxV1pfG1pq4Uvh7N11KNFwrcxMWJPNy+hd2V2JsZ9nqCFxYCrpBwbjKqqKy5OdxTp3DOnME9fQrn1GncM6dxTp/GXlhAVOS21powUfTjlH6csd7JuBjH9OM+QZzRjzP6ccpmGLIZBGyEAZ0wj0zrRSn9OCVIFGGiCBNNnECS5TItyyyUnvzvpro6XQZc3NKjWOj/usgQMkHKFGnl4sy2NLalC3EGri1y2eVIarY1kGe+a9NwXequQ8N1abgeU16Npluj5dVoerW8ryMH4s1zrIFQMxFjBoPBYDAYDAbDzhy4qPuH//AfcuTIkS15g0FrzXO9kI8trfHfV9q8EkZku5inVpOCecfmVM3ltY0a3z7X4htnp6jdppFzB73pQ5JsDqLiyii5fu9FwujStuc4ziyNei7i6o37aTZeS6PxGlx30USi7COlWCulWS/t0Ut6w3KR76Wj5VLAjci3JJ8WetDRaTVh4WPhI3KBphR+luJnCX4aF3W5bBvm8351PcyPtGlBzT+CU5+D+hyZNU0S1Uh6NkkHks2EZLVPvLJJsryK6nQrd5SiSUmkRWB7hHaDfq1B9/gJNo6dJFk4SnJkgWR2jnhqhqgxRYikF+WCrRNFdNZjessden/2BYI4JYgLqZZCvtTljfzOC3Yt1USMkAmIBGSCEAlSZgjbAdsD20XbHsr2SKWLsmy0JcASIMXkfFGuu5KmY9H0bBqOjSfyBfvdYmdJV+SL9DuV1C3LRZ0r5Ejf8tyWZXF/3eNe38MxIs5gMBgMBoPBYLghhNa72TDYsBfa7TbT09Nsbm7SapldKsd5pR/y4XNX+C9XNuhkk2PlPCk45jqcrXs82PR5U9PnbPFBcOo2j5br9/tcuHBhsPHDfmz6oLUmipbyCLn+i/R7LxXryL1AHG9du67EdRdGIuPKvOvO7etjvpMo5Vo36Q5FWtKjG3cHdeNtA8lWEW7dpEuQBKQ6vfZFr4NyZ86G08jXRLNc6sKmLiQNDXWlqWcpfhbjJzF+EuBHPfy4hx+28cNOIdQUvtLUtaam9S72qBRQPwKFdKM+B/7sSDnRDTY3FJurEe3VgM2VNp2r63TWNulsdOjFGaHt0rdrReoR2h6B7RFYLoFdI/B8AtcnsF0CYZPdjN0zRYyQcSHRYpBlOUaIGGmlOLbGs8FzwHMEviPxXYuGa9PwXKZch0bNZcrzaNV8pj2fGb/OtFen4TaG69cVu6s60tn2dvqZYjlKWIoTlqLiKPLLUcLlKGE5TgjVzfkzbws469f42ladR1t1Hp1u8Lp6DdvIO4PBYDAYDAbDXc5ePNGBi7pPfvKT/Kt/9a948cUX+Q//4T9w8uRJ/v2///fcd999fOM3fuNBXvqWYUTdVrTW/P5Km3/24iVeDKKRNgHc67t8w2yTb5+b5s2tBvPunTEru4yWK8XchQsXWF1d3dJvt5s+DDZ06L9Ev/fiUMz1XybLetveh+cdLyTcA5WNHV6D48zs58M91Cit8h0oqzItHpVq27WN1x+EXPNtn4bTGIi1Qd4p8nZjWGe5NLKMRpbipxGNJKIe96iHXRphm1p/HStYh/4q9FYgWAN1nfdcm0H7cwT+UbreMdruPF1njq41S9eapien6MsGXe3Tx6Ob2fT6EZ3NLt1On24/ph8l9BJFXwn6wia0DnAjEVGRZzIeRqnJCCFjhEhGBZuMsWRGzZXUHYu6Z9NwbaY8jynPZbpWo1WvMVtrMOU2abpNGk6DptOk6RT5oq5m1Q5dxKnWms00YyVJ6WWKXqroZRmJ1sRKk2pNrDWJ0iSVNB4pq2F5rE+qNatxygtBRH/CFy9NS/LWmSZvOzLFN89O8Zp92BjDYDAYDAaDwWC43diLJzpQG/If/+N/5Ad/8Af5gR/4AT73uc8RRbmg2dzc5P3vfz//7b/9t4O8vOGQ8J+X1/knL1xkOR6KAgG8uVXnXSfm+M6Fmdt+TbmSbrc7IuUuXrxIkmzdEXVubm5EzI1v+pAk62xsfGlLhFwQnIdtVuwTwsL376FeP0ujfj/1xtlczNXPYttTB/WQD5wkS7bKsmtEsHXjYX21bb8pxdm4tKmKtuoxSbo1LB8/i7CCjaFY668Oj/Yq9F4arYu717w3AK3J5RlNOrpO1zlC112k4yzQcY7QtWboyhZd0aRDnY726GYu3cymmwo6saYTpnQ3U3YOyuoVxyTs/JBs2ctAaIWrImwipIhBRmROTOpEKDtGyKiQaVGRj4p83te1FQ3PpuHZTHlllFpj+LNwSrE2M/gZVUVb+fNypXvHyiMhBDOOzYxzsF9+aK25HCV8qRvwuXafp9s9Ptvu080Uf7Da5g9W2wCc8By++cgU33JkirfNTjF7wPdlMBgMBoPBYDDcbhxoRN3Xfu3X8hM/8RO8613vYmpqis9//vOcPXuWz33uc3znd34nS0tLB3XpW4qJqMu5GMT84Jde4tluOKibti3+7ql5fuTUwm3/AS0MQy5fvsylS5cGx/r6+pZ+nudx8uRJTp8+zalTpzh58iT1eh2tM4LgQkXGvZhHyvVfIknWtr2ubU9Rr99Po342Txt56vunkfIAI5X2iNaaIA1ox23acZtO3KEdtekknRGRdq3otiiLrn2xPWALm4Y7KnMGaaV+p7am06Tu1Cfv+pkEk4XbdnX9NRhbV24o2Hw6uk4Hn672R8s06NqzdK0ZOnKKjmjmfbRHN3PoZBbdRFxDsO0NoRX1NMwj+JIQP43yIyvSNMZPQ2ppjBQRqRsReTGBH9Grx3SaERtTMf1Zgd1yik0Itoq1nZ73art7kJF5hhsm05ovdQP+ZK3D/1zr8OnNHnHlLYcEvrZV51uOTPF/OtLikVYd6w4VpgaDwWAwGAyGu5tDM/W1Xq/z7LPPcu+9946IupdeeokHH3yQMAyvPchtyN0u6rTWPPnSZT5y7sog9mvesfmZ+4/zN48dQd6GH8RKKVcVc2trk2XawsLCIFru1KlTzMz4hOErW6Lj+v1X0DqeOAZArXayEh03FHOuO3/Ton+01vTTPu2ozWa8yWaUH524MxBw7ag9Uq7m0+udbjmBmlUbmWa4RbRtUz8uejxrD1PvshSC9Xzq6BbZtgb9lUpdXo7jqIhOqxepT7taLmRbLt1y+dbVfi7aaNChRk+5qH1dc00V0WgBlohwVUgti2ikIc04ZCYMme2HzPVC5np5fSMJqSch9TSknuZirpbFg20VulM2ndkawVyDaH6KZHEWdWwOcfwo9skT1KfnJ/9M3MaO664Z7lz6meLPN7r88XqHP1rt8JX+6HuAGdvibUem+JbZKV7frHG/7zG9j1/oaK1JNURKESiFRDDrWLfl3ySDwWAwGAwGw+3FoZn6euzYMV544QXuvffekfo//dM/5ezZswd5acMt4pl2jx/64suDaa4W8H+/9yg/ee+x2+LDkNaazc1NlpeXB8fS0tLEdeUAZmZmOH78OMePH2Nx0WJ6JiJNL9Hvf45+7z/yla++SBRtHzkqpUe9fnZ0umr9fur1+7Asf98eV6aygUDbjDZHpNtmvEk7ag/bKu3tqH3D67FZwqLltmh5LaacKabcqdGoqfEIqgnSre7Ub0zuaA1JH7pXC+m2Nkwr+bC3SafboxMEdPoJnVgNxFoHvyLgyrqzdPRDdPBpFyIu4jqjvCZ+ZaJAhggrQsiwmP4ZIqxKXkYIK8TWIa0opBVFzPZD5nshC52Ao52Q452MuS5MdzLsXWwKq10HfXQeee8izvHj1E6eon7qHryTp3COH8c+dgzpedf3OA13LXVL8lfmWvyVuRbvew1cDGP+eK3DH621+eR6l400479c2eC/XNkYnNOyJbO2zYxj0bSsYiNbgSUEAkir6+tpTVrk02INvUhpIqUIi3R84QAJzDgWp2ouD9RrvKbu8VDT59HpBkdu86hvg8FgMBgMBsPtyYG+C/3RH/1R/sE/+Af82q/9GkIILl26xFNPPcV73vMefvZnf/YgL224yURZxo//5Tn+y9XNQd3DUz7/7qGzHK0dzuiZMAy5cuXKiJS7cuXKYC3FcaanW5w61WBhQTM9HeJ5myTps/T7/40gOM/FSzEXL02+luvOD6erVqLjarUTiEnTJ7chVSntuM1GtMFmtMlGuDEi3coIt3ER14k71/MUDXCkw4w3MxBuLbc1lG/u1KA8yFf6+La/vxGAKoNws5BsqxCsoXtrhN11Op027W6Hbq9PJ4joBDGdMKUTK9qZW0S05VFupXRrM09Hn6ZDnYR9/F0VUSHUQihSUUi2qmAbl29ChiAjpBXRcF1m8TkW1liIHOb7NrM9mNnQtNoJzc2Y2nofb62L1dtlhLIQWHNzOMePD48Tx7GPH8c5fgLn5Ams2dk7ds02w+HhZM3lB07M8QMn5kiV5nOdPn+01uZ/bfR4sR+yHKe0U0U7jXn1gALwFbCWZKwlAV/oBCNtD9Q9Hp9u8FeOtPjmI1O3/Y7jBoPBYDAYDIbbgwOd+qq15v3vfz9PPvkk/X4fyNfres973sM/+2f/7KAue8u526a+/u6Vdf7Bc+fpFTv++VLwi687zf927MgtvrP8d7Db7bKysrLl2Nzc3NLfsmL8ep/FRYvZWcVUM8T1OsAVougCSm2/XpqULr5/D75/z1h03FkcZ3rLfQVpwEa0MTg2o83J+TDP74dwazgNpt1pWl5rmHrTTLvTeepN03JbI+m0N73/u1kqBVEbwg10f52gu0GnvUmn26Hd7dLpBXSCkE6QDERbJ4Z2Iulk9iCCbZM63WIaabaf3ztskWrhQLptrYtGRJy0IpqezZTX2LLOWhkhOCV8ZgJJq6tothPq7RivHeCu97A2Osi1Nmp1jWxlBdXb/SYYwvdxFhexjx7FPnoU5+gi9uIi9uJR7KOLOEePYi8sIJzDKc8NhirdNONylLCZZqwXu9ZmWpORr3+nNdhS4IjikAK7yNtFuSYFnpR4UuAXqSclrhRkGtaTlJUk5dUg4oV+xPO9kGc6fV7oj77WO0LwxHSD71yY5q8uzrDgmn9DBoPBYDAYDIbdc2jWqCuJ45gXXniBbrfLgw8+SLPZPOhL3lLuFlG3Fif87198mc+2+4O6756f5lcePEPNunmRB1prer0eGxsbrK+vs76+zurq6kDIDSPkNI4T4bp9vFqPmtel1UqYmorwaj2kXEPrnaWIEA6+f5q6fy9+/V7q/r24tVOk9hH62qMdd3eWbkWU20a0QaK27ga7W6acKaa9aWa8mYFMGxzumHCrSLl9WxtMa1Qc0u9u0G1v0O226fS69Lpdur0enX5AN4johQmdKKUbKdqJZjMVtDOHtvLoap8ePoH2UezX70u5Flu4czRbpa5sd+yUqZpN03NHJdv4xhLu6IYSU84UDbdBI7Xxuwl2u49aXyddWyNbXSVdWSVdWSFduUq2skJ6dYVsY2NPj0p4Hvb8PPb8PNb8PPbiQi7dqgLu6FFks2ki4QyGfWA1Tnm63eNP17v8j9U2LwVDcWcJeNvsFN9/dJbvnJ82kXYGg8FgMBgMhmtyaETduXPnOH369MQPjufOnePMmTMHdekRfuVXfoUPfvCDLC0t8fDDD/PhD3+Yxx9/fNv+H//4x/nZn/1ZXnnlFR544AE+8IEP8F3f9V27vt7dIOo+/OoyH3j5Mmnx27Po2vz6Q/fx5unGgVwvjuMREbe+vj5STtMQz+vnEs7r47oBrtfHc/u4Xh/fj3CcHkJce4Euac8gnHmUNUMkp+jrGpvaYzW1uRqnrI+t5dZLdh/xNE45pbSUbtvma8N8y21hSxutNWQanar8yDSkCq0BpUFrtCrySqO1JkkygiilF/To93r0gz69IKAXRnTDkG6Y0I1T2nFKO83opNBNNV0l6SlJX1n0tUVf24T7OU0UECgckeLKFFukOCLBkQm2TLBFflgyxpYxVuWo2Zq6K2i4gobrUHM8PKeGZ3v4ro9re/iOj+/41ByfulvPy26dulun7jao1xq4jouwZP4pXGhUv4dqt8nW1nLptrZOtr5Gurae160XdUW7DoJrP8gqloU9N5fLt4V57Ln5gYyzFypSbmEB2WgYAWcw3EJe6kf8wcomv31lg2c6wy+nPCn41iMt/uriDN8216JhpJ3BYDAYDIbbhPzzZAZKoZUaTbMsX+c7yyp1CrQq6jSoYdugfVKdrqZZ8fk0m1xXHTdTTL39W7Hn52/1U7UvHBpRZ1kWly9fZnFxcaR+dXWVxcVFsmwXq5rfIB/72Md417vexUc/+lGeeOIJPvShD/Hxj3+c559/fst9AXzqU5/ibW97G08++STf8z3fw2/8xm/wgQ98gM9+9rM89NBDu7rmnSzqvtIN+IEvvsz5MN+tVAJ//8wi//Ds8RsSCVEUsbm5OXJsbFyh07lIr7dElq3juiGOG+A6IY4b4joBjhviOCGOs/3uqVuuhUtX12hnNquZ4GqiWIoSluKU9UwQ670/DoGgZU/Rslu07CmmrRYtmafTYoqWmKLFFC2aTOsmU7pJSzXxUgeyUeGmkowwUYRpRphkBElKP83op4p+ltHPNIGCUEOApo8mJM/nR54Pi3y1/fpj+LbHAhoI6oNUTCw3gHpRbhbl5iAvqBXP42FCqyxfE09naJUO8qgMrTOo1GmVAQohQTgWwpEI10HWXETdw6r7yKaPbDawWg3kVAPpWGALhC0HB5bIz7UkotKGPSwjhRF3BsMt4qV+xH9eXuc/X1kfmSJbk4JvPjLFW2eafN1Mk9c3anhyP3dvvjnoYlqx0hoNgzwUddU2BRpdfDeU1ymtQRffF1XbNCPnlmMx6DM6/sTrleMASu3iepTn53Vq0vXGH3M5/mDc0fvVevi8jOSLcYbP4/D6eqw8/lyPt+vKIJPaynLehy3PzbbX2mascqDyZzTxWsPLTXzcumykcv7Ea+nK87OH53D8+Rm/1oSxRp6A4SlMaBo+n5Paqs8j423bf4waPU/v0Lb9eHrbwu7Pu97HOs7Iz+Z6x9/xWtuft1t299bo2p12+xZrN912M9Zu3v/ubpzdsV/vIXd1T/v0+Hc/1oQ6pbBUlh86w9IKSymkLo4yrzKk1kidYak8LdtH+o/1lVoX5aKvVojiGnlaHVcNzxu7h0H/CWOOn1PtK9TofQzbVP7YK33yNj1ovy34yK/yhrd/462+i33h0Ig6KSXLy8ssLCyM1L/66qs8+OCD9Paw9tL18sQTT/CWt7yFj3zkIwAopTh9+jQ//uM/zk//9E9v6f+Od7yDXq/H7/7u7w7qvu7rvo5HHnmEj370o7u65p0o6jKlePfzF/itpbXBn9EHGzX+P286y4na9rtcJklCr9ej02nT7V6l212m179Cr3eFfnCFOFojTdtYsofjBjhOmAs5J8C297bbaKJhMxNspoLNTLCR5en4kV3jj0FD+TRVgynVoJ41aKR1/OKopQ1qWQM38/GyJnbm42R1ZOaTIYnRxDBIIzSxzstpUU4gPzQkg7IenHNje6xuj64cEo0jwEVjC/BQuELjonCExhNZkSpcofCkpiY1vtTUpMC3BHVbUncsaraDbUkcaWNLG0c62NLCtuyizsIWNq7lYklr6x/jyrtqXXyi0mmGjhN0kuZHmqLTDNIsb8uKb3Ky/JuW/JuXMh2OJRDk5kwAcpgXMt/EQ0gQFkgLIW+jSBgBWKXcq4o+kQs9SxayryiXhysHElFW8mIkX6RFXjp5G/btJQe3fGjZ5QetrW1j5V1+kBj/UDnyIX+8rvJBdIuQGKsbFw0ajVJbP8xWxclQQgzrSglRvY/yOgM5MXLt0XNHPhiP3Ed17K1CBK1HpMn4GIP7ZPT5qkoYJtzHiFSZ9Jyzm+d362Pc6TlRWtO24VJdcrkh6Tvjr22aWpIfTqaxM42VgVQ6f8OsQBR5kWnEWFmXIqoYLtMaLfKyYvQ1nVQhUg2pRmRq8FhGpVX1eS+fy0nizGAwGAx3PVpj61xu2UoN84XsKctOIb9slWEXUspWuQyzt20rxlTpsH4wfnFe9ZyxttFxi/up1JXXLtvklnd3hr2gECgh0EKQCYlGoIREiaJ+pLy1fZBHogd1k/rm5ay4lhISheBr/9k/5M3f9OZb/TTsC3vxRAey6+u73/1uILf1P/uzP0u9Xh+0ZVnGn//5n/PII48cxKVHiOOYp59+mve+972DOiklb3/723nqqacmnvPUU08N7r/kO77jO/jt3/7tg7zVQ83/8X+8h//0wNt4oZlPVT4eXuH/svzfOBue40+eUWipEFaKsBOEnSCtFGmnWFaKZafYVoztxAgxfJGs1fLjWmSZJIlqxJFHHNaIoxpJVCMJfeKwRhL5xKFPFvmkkYvAQmqBRNLUgiktOYNAIJBaFjkBWiI0CCQM6gRi8FKe14+mspBMAoRAIYhJiekA3aKfQAqoIaiVfSuHKM7NGW9nMPbWtmGfWy1LMvJH271mrwyoLMiui4+WWiHIw5yFVkidIVSZZlgqRegMoVUl3SlfnLulPT80mkxIYssikRaJbRFbNpFlE9kOke0Q2C6R4xI5HpFTI7RdYsdDWfbwt0CI4rdg+BthC7B0HlVoAQ7gaLA1OIg8X9S7RV3elvdzBueISr6sFyN97Krg1OTTnFN10956KDQREJIL5wgIhR6UR+rLctEe6tFyGfEZoQn0sH8CjAe07kWiGQy3Cg24Uw5q3kPNeqgZFxxJ6ArC7b/LOqCb0RArRJQhojwlUoh+iuwliF6aS70DQojiNVKIPC/ESFkW5bJNVlIo++R/Mcs2UfxplJWxGCuXfxpHrjNy/cr1GBtzpK7ss/1jKPsX/w/ay8dOpY7q2FTOHTwHw8ddbS8fTzk+Y21l3z1dq8iMX2d4zztfqzpW9brDPqP3vd21hn22eQ6vea2t9z36HI6ONfL7Wf1buqWtkh87cbRt+zG3tm1X2P688Xd51XvZafytbw93e97+PNaRfiOPR2zfdp3jT2I37wnGIxuvd5wd+2UZpAmk+RfNZCmklSMbzeukzGdFfYLYtn+27Tgk21+DNM3H3FI/vOboefl78jsZLS2wLJAyT4u8tvIv8KttWkqw7Al1o331YJxKnRy9RvU8PXJNOVI33qc6XvUe9eC8Ih27Vn79arloF3leC5GPLwRIC2UN82VwQ/Uf407RwZPK5ecma6TP2BjjP5uxivvuu/UbVN4KDkTUfe5znwPyH8IXv/hFXHf4LtV1XR5++GHe8573HMSlR1hZWSHLMo4ePTpSf/ToUZ577rmJ5ywtLU3sv7S0tO11oiiqbFiQm9I7hVQp/t3XfBtL9lFcHfHX+S2+0/sd7DPX9+KtUpssqaETDx15qMhBhzZZTxL3BWFPEfRS4r5FGlqouPznPU5QHOsDkbEbBtEHtzVicIiB1JMVCXitckU1iXH1JCp1Y4cQaCwGL7eVsQYKq3qukICVt+1UL8o/GIL8J+nl0W6D/tYgn9fvDxLwi2MG8hCViBG3eC00GpXH/qBQKDRZkSo0KYoYTYZGibwtK9oyNJmo5Ct1GRTpMJ8rueLDh8x/orKQhxYSR8pcBAqJg8zlnpDY5PUuAlcIPCQuEk8IPPKyh6iUc8lc5p3ij7NEDJ6vwb/Ja/1j2vKXd+fuKZpI5yIvokzzKdyT02G/kKHwCwsROF4X7eKWbwXjAgHBiEwYFxsT66gKh2G/SXJjtO+YnCjqZDG4rIw36f6kHB2jvKfh/Q3vaURyTLjn4f0N72UoYMbqRsauyJ1JdWP3N3LN3A5teU7zPuPlrWOMjz98DqGtNVdUxrrO6ClNT2t6WpEAsdZ5JLXWJLqIwtajR6o15RcE5Su5XVzDQmCJvKw09JWir1QekS0EeBbas7b9fT/hOjzcqPFww+eRZp3X1j1sKSrP/bgQG/0dmPS7VT4HBoPBcKOU62bpOEYnyZZUxTEU6Uh7khQzMvIyaZrXpdUZGmV9Wd6+TicJjNQVfbfUpVBcp2oZ7rhXRMtC2PbgwHGG5SKPYyNsZ6zfdnVFfTmOY4M91ne8rjiPwTWdQd2gflJd5V6xLPP3ynDoORBR90d/9EcA/PAP/zC/9Eu/dMdM/9yOJ598kve97323+jYOBFtK/vrF/8n/PPY1vHPz/8t8ukGoHwAtQUmEthDawko9ZObjZD52VsfNGnhZk1rawE2b2PEUMmkg9S6Umg+xGxClfeKsT5j2idMeUdYnSnv5kfUIkw5xVi7gr4dp+borilqxNV+2A2ihq+4rR4r8G4Oyz+Bvrh4kejRDtcukvK72q/bZ85/xoW7cMp3vMFqIfWYgJxh+IB+VlqVALL8BykWfLpRWnrcKAWgVebtos4d5YSFw8n6iiGkrzhnIRpELR4GFLITioA8ShDvIj3+jDOzrz0vrFHQKFGvmkYFOgDRvI8nbdUJESqTzsh7UV/MJmjwVOsujB2UZRSiwhYMl7TwVDra081Q4WNLBlm5R52JLp9LfxRLlecM0f+7yqEGbfG3DgyIrdGkm8lQJleeFQpWp1OgylQplabTQaEujLEBqtAW6+JXRlshTWyAtmUsOKZFSIqWV1xV5yyrqLQsp8/qy73heComQ1qAOKYZtRf125wqxQ5usXNu8Ub1j0FoTKc1mmnElTrgSp1yJE67GKZeihBf7IV/tRSzFCZeK4/+33gGgYUkebdV5y3SDx6ebPNqq0zQbYxgMdzRa64kS7HrTbeVZnFzXeHdM2LwQW6XWNQWWMyKWrltgjddfS2qVsm2s36DvbbjuqsFwu3Igoq7k3/7bfwvAs88+y7lz54jj0QX//+pf/asHeXnm5+exLIvl5eWR+uXlZY4dOzbxnGPHju2pP8B73/vekemy7Xab06dP38CdHy5+7m+/P1/vS7xzV/21VmRZQBp0SYI2SW+DeGODdGONrN0n64ToXoYOFAQSIgeZ1JBqCku3ENi4lo9r+cDcztdSCTrYQAXr6HADHawP8ipYRwfr6HCT6zYiQoBXQ9Rq4HrgeugiVbaLdlyU45LZHsp2yGyH1HLzw3FJpU1ie2RCkiHIlEYVawRlWqMoU0FapKpYOyiP0MqnHObrJhVRW1qjtQKRTyNFFLvliKJ3pQ6RnyV0HuPFYMUjPchLrZBFHzlWFloP8+QLmQryeip5gS4XeBrJ63Lhp/wXY1AergclhutEIYr1n0R+MPnNwHDI0nbeLm/k8mjFQbSgkBOiDS1EKfkqMjFvq8jEQiiKQcShNTg/F4hyQp0HwqcUjFul4jC/nbxRkK+9WMi8XAIWco8ErZJ82oSOC+nXzaWfLlZi1El+ni5WZ9RxUc6w0VhSYAsLWzqj4m8gBEfzlrAn9h3m7UHfEqv4z6m4/f0k0ymZSkl1QqYTUpWQ6ZC0yEc6IdUpmUoGdZnO89W6/Py4yKdkKibVya6m7ewJIQZCUVi5VMzlYiEILWvYVpSr9dIqRWQh/0bqSyFYjGtZRX58DDnhGsOxSyk5HLNyr6K4ZuW6w7FH28bHkPZoersjhKBmCWqW5Ki3/Zdim0nKM52Av9js8ZnNHp9p9+hmij9Z7/In611gGQk82PR5tFXntY0aD9RrvKbuccxz8ii7XRIpxXqSsZ6krCYpa0nGapKyGqesFOlq0baepAjAk5KGJTnmOZz0XO7xXb5myuehZp1590DfthoM+47Osn2UXXGeXq9IS2KIE1RSRoodxBZjB4QQCNfNRZLjDPM7pZOitxz3uuSXcJzdiS4TvWUwGPaJA91M4uWXX+b7vu/7+OIXv4gQYjAfuXyxuhm7vj7xxBM8/vjjfPjDHwbyzSTOnDnDj/3Yj227mUS/3+d3fud3BnVvfetbedOb3nRXbyZx0GitSdM2YbRMvHmFaGOdZGOTtNNHdWJUV0FfQOBiRQ3saAYrniqmXF5jbBTa6qJlDyFDhA6RKoKkiw5WUf1NVK+H6nbJel1UN8+j9nEnHCmRzWa+42ejWeSLcrOJbIyVB3WVcrOJrNcRlpUvCJ5q0lSRJYo0ycgSRZYq0kShijSN8/YkzkjjjDQu8lFGEmWkcUoUpSRxQhKnJElKEqekSZ5P05QsSYtplyqPPkQXUnAsLaRgnmoQapiWElHokfygTWjyldXLyaQKdIJNhq0TbJ1i6RSbMp9hlSnDvNQZNnlaliXZYEelwXp25LsdDVff1ygtyLQsUoHSkmxLXg76ZYhhfrxNV8Mzb0NEHiU4IgFH5OEwonBE8lVF43j0YSVfjiGq4xX9pSWxbAfLsbBtG8uxsFwb27GwHRvbtbFdC9uR2I6FZWssR2DZIG2wLI3lFEuJODpvlwoyAalGpxqRKHRGvqNLSr5wf6oRKZDqfCfmIjhRlGkm8sX+M4FQw0Mqmedv0s9b6YyUNBeCpeCryL1UJaQqrqTxiAwc5NXWczN9G31o22+EGEg7y7IRloVlWYNUWvZQ8ll2IR5tLDuXipZtVwRgtW/1nGF+ZGzbHgrDSr/qfVSvORincl7eV2JZ9mhfOxf3O31IzLTmuV7Ipzd7/MVmj09vdrkQTv5dkMCca7Pg2NQtiS0Elsi/YAozTahUcWjaaUYv298d5U7XXN422+SbZqf4xtkpI+4MA7TWheAqhdbWQ0XRUHTF8ZZ+apBPtp6fbCfSKgJtUlTYTfiss2+Ugmkgu3IpJl0XHAfpVCTYbkRZNR2c52ypH4y/wxhGdhkMhjuBQ7Pr6/d+7/diWRb/+l//a+677z4+/elPs7q6yk/+5E/yi7/4i3zTN33TQV16wMc+9jF+6Id+iH/1r/4Vjz/+OB/60If4rd/6LZ577jmOHj3Ku971Lk6ePMmTTz4JwKc+9Sm++Zu/mZ//+Z/nu7/7u/nN3/xN3v/+9/PZz36Whx56aFfXNKLuYEnTLlG0TNC/RLR6lWR9g2SjS9ZOoA30HKygiR3NYkczCL3zG3nlxNBKkLMSe8GndmyR2vFj2E2BTkJUr5tLvE5nIPFUb1I57zcQfp0uqtfbX+EHuaxr1JF+HVmvI30/Pxp1hO/n9b6ft9X9vK7eKOry+kG/oix9P/+2cAKlFNwi+2KVC784IwlTkigjDnMBmIQZcZQO8nnbaDmJdn7zWsTdjcnAYvW3UvJR1IkiUlAqLFcgHbCcXNwIG6St8xmsUue7P5RisZCGSmcInSBViMwCZBYhshCZ5lLXykIsFeOQ4JAWaYJLikuMS1Iced7RebulU2ydIrQuhN9Q5FXl30gbk8TgdnlJpiWJtkmwSLVFqm1yPWkV/SQZEl1GKupiB02lUUqj9/n38+ZSTG3eSR4W+TzaykbaNpZl52LFdrAdB9uxsVwH23WwXRe35uC4LnbNxa25ODUXz8/zru9hO/m5ll2OYyOxEFogtYVUAqFlniqJSEGnGh1n6FjlaZKnqpIfpHGGihU6Gfa/aYGjthgeTj6lF0uABdoqp/zm04C11IPpweVUYVWZRpyRDdKMFKUytM5QSqGyDK0yVJbnlcrQRX1eVugyVVmlvtpP5eUt/fL6/BqV8Ys2rW/n3/nro5R2A5EoZfFvYZJItGj7U7w6u8j51hxX6y2W/CmuenXUdawTKtG00LSEZlrArBQcsQSzluCILZmzLeYcmyOOhbBsMinpIVnOFEup5sUo5cu9iJfDeGxc+LqZJt+zMM13L8zsGEVo2D+0UqMyaocorq1RYdsLrWuOlYyNMUHE3Q5MjAjbtfRy8oiwMdm1G9G1q9RMazQYDIYD5dCIuvn5ef7wD/+QN73pTUxPT/PpT3+a173udfzhH/4hP/mTPznYdOKg+chHPsIHP/hBlpaWeOSRR/jlX/5lnnjiCQC+5Vu+hXvvvZdf//VfH/T/+Mc/zs/8zM/wyiuv8MADD/ALv/ALfNd3fdeur2dE3a0nTXtE0TJhcIlw7QrRyirpShe1nqLbNlavhRssYEezO46j/ABmE6x5F+/oLP7JE9ROzCGn3F19s6e1RgcBWbeI1CulX7c7Ivm21HW7ZL1hXvV6B/8m1HFGxV8p8OoV0VfIPlGvD4Vgo+g3kIOjYwjfn/jmT6v/P3vnHSdJUff/T3WcsPFyBg7wjuMAyaKgIkgUBXkMiEgyoSBJUBTlQVSCPirRLIqSREUREeVHRpEcvcTFvdu7vd27DTM7oVPV74/q7umenc0zu3t73/e9+rq7qrq6ZmYn9Lu/VSXl30AyL7pvWx7sggun6MIquLCLct8uurALHgSv3keZojIYSQ1GQoWR1GCmNBgJDXpKgW4q0BIMmsmgmoCmM6gGg6qXpKBgHJ7nwXX9qES7CG71AlYv4OQAOwdm9wJOHszJQXEKUNw8FLcgpaBXgMqL0DwLGregCQu6sKALOyIE3ao8VuH3IPaEAktoKIgECsJAUZgoCgOW0MO1LXR/rcEWmhSEQoOn6PBgQDAdXNFldFIwmD+EHDlQwI9k9Ltdc7/rthAA5/Liz5OyJRQq3A2FjvC8HVqwhJJQ0/yIQQ2arvtRWXoo/EryLy4CVUWO5ceYguAf8xdF+GIQMrpPEQzwFN9HK1A8BiZnJZHRf64fGegKMJfJbchupIo/7qLCFCkfmT9bdjUiGRSA6SqYoYAZKpTINtP9NKNvGjMUmV5ePlg0RebpCpgytM/lQN5x1wP33JIIjGx7rgvBOTzX9dN5n7KeJ/82Pc+VdQ1Qpxdu+/WE5d1Ie6J1ltXjuqGAlNu8rLxbU/HuKQoKiTRyyTTyyTq4mgbuzxoHAJrrQHNdaJ4D3XVg2BaSxTxM25JDIowSWzfQOmc3tMzbA+vnLkT7lNLEX0wI7Lp9C/ZrW4f9tm1Eo+dA1fQw8jCMeAwkvR8NWZL3aijxg4jIoJyiqWFdaln58JigfFi3VnZuP4pyEBESdpMsHxy/PM2ukFap3HDKDOU4295xIsRUNZRgSiDD+ix6KV8fIN80I0IrEGWR9RDkmmLocowyigojCILYaZkwoq65uRkvv/wydtttN+y+++74xS9+gSOPPBJr1qzBPvvsg3w+X6tTjysk6iY+rptDsbgJ+UwLiu1bYW/rgrvdBroUKD31MHKzoNmN/R7PjQL4lALUGSrMOc1I77IAyblzoBi1G+eI27bsopvNgufz4PmCXBfyEIVChX2/TCGSHpYppcOtjvAZCJZIlAReIPrMhPwha5pghg7FMCP7BpgZ/Lg2Sz+ag7SgjGGGP6S5osMVKhzPjzBzGWyuwLEBu+D5Qq9c8EX2Cy5sqzqRS4wBRkqDmdRgpvRQ9plJDUZKQyKlwUjqsTQzEIJJDbrZfxcPzn0JaFtwi1l4+W7wQo9cihmIQgbCyoBZWcDKAnYvmL8oTg6Km4Pq5KF6eahuAZpXgCaqK4EdaCjCgAUTRZiwYPhrM5Jeyq9UhqPCeynSVRmi1H2ZAdBUBaqiQFMYVKZAUeSsuCoUMBF0U2WlIRo9XxZ6HIILKQk9GcUlYhFfEVHoT9QBcH/t+d205XaYhx3kQnYYKIoaX5gc41Dxx1pUWEkeKlDARCARI+n+GI0KlLh0ZKosw/wyUP3ZRP1JMaDE9pUwnYXnD9NVxRcoKlRdji+k6ioUXYOia1B1DYohIygVw08z/DRTrplWJgL1iAjUlNgaapUkZpUIJWR/YtGVf8+eW1lO8kD4BaIwkIMR+RgcWxKYvmCM7HuuG0pE7jqhdJTpke0+xwfSU24PRE9dE1YtXIKVC5diy6wFYTrjHAs2r8Xi1W9gz7X/RbqYhyKkzGNCQBGQ460K4a8H2pc3GBQuYmmKXzZM4/F0FslXeKlORchpjZSyehgXUDjfMQdMCLov6jpg+N0jB4rcGkhoVYoQ67eOkkyrKOLUHX/cSYIgCGJyMRxPVNPBPZYuXYrXXnsNu+22Gw499FDccMMNMAwDP/vZz7Bw4cJanpogBkTT0qirW4S6ukXAnHge5w6KxU3o7VyLwpbNsNt64G13wboMaNlpMAozoNhJKG1JoA2wX+ewsR6dWAuvPgNMtaHNNJGYPx11C/dAYsrAE2IMFcW/64vmgaMAh4uw7YjMC4RfTsq+SgIwFxd9ohCVhtH0QjiRhCgW4RWL46MvFAWmaSIRvaselYF6ZF/XIXQDQtHAFR1c0eAxDRwaXGhwhSJlIFfheCpsT4HtKnAcwLYFLFtGpgmmQmQVuEyFwxQIRQVnqkxnKgRTIutgdtoSTGF9BF5J6umltLSGRGoGzNRcmI0aEmkdRkqDMoSoohieI6WeL/bCbSsjowDD/SxgZyGKWTl5S1GWYcUeMCsL5sqbL7J7sIt6jPxmjMt0WCwBm5kRoWegKAwUuC63K8lAYcpoQB7IvrIIoyCgpeI1nBIpUIaQ+YzLma4VoYIJrbQPOamFCt3f1+Swi5yVHJ4rIAJBCF/0lYm/YFtKQR6Wg+BxUQgOxgQUTUBVBRRVQFEEWLAwmR+UDesV0S6ibkzOBAKlEpzLiK+dASUmCAMRyPrsx+Si4ovLyIy84aQa4aQWpYk1wv3YWvVFYzAGnQqm+fuaFIhyW4rDvjMHq+FMvv3O8uvnR/NUTYdmmKXZhcEALsf1BPejYDkPRRc8D4xzmcYFmOf/rbpcRlt5LuC6EK7rR2K5EK4D4bqA4/jpkXzXkeWdYD/Is/3xxpxwIPxYfT3bINY/Bvzzn3BdF7YjZR/zPGieB81zoezgs0ZyBnDGwBmD8NdykelCiabJdMEYeFm6iNTT9zj0rV+pfJwcaF+KORhysHw1jAyORBNqaiyysFJ0YxilqEWjGPX+oxlj0YoaFI3Jzz5wqNyF4kCOTes5UG2rT4TkRBLqBEEQBDEYNY2o+8c//oFcLocPf/jDWL16NT7wgQ9g1apVmDp1Ku699168733vq9WpxxWKqJu8OE4Pcpk1yG/aiOLmTnhbbWC7Cb17OjSn8mvtJnrgTe2GMhMw5jUgvesC1M9cBFVNjnHrxxYhBESxGBGAkUi/QkHm2TaEFYwvY8UHe7asMD1Wzk8PB30OylmWnMnMsnacrjk+PCbvVNmdjKkQSkns8XLBp5SVDRZFCWcoCyKHVEOHktChmgZUU4eWMKAldGhJA3rKhJ40oKXkWGxypjLVn8nMn7HMv6gH82euVRigKKVt5u8LDuYWADcPOHnAyYE5uci23/3X7QWzc1IK2r2AkwWzegE7C7g52U0uMh+HvL6SaeG1Viyvn+dVNcH1OrhaGp6Whqul4KgpuFoKtiIXiyVgsQSKzEQRCRSEiYLQUeAGbKGE3ZcrLSP++hQMjGtQhAbGNTChQeG++PPTFKFG8rSIFJTHjRamCii6gGIAmgGoJoNmKtBMBsNk0BKAYSrQEwxGQoFuMpgJFYbpRyvC/3NA5KUSQkpA1xd/XqlbZ58orUjX0di+60c0BtGM/vhz0bHoYuPVhZFgkXTXLaXzoBu1X4fgcjy7Hbgb9YRHBN3d/QnERPB2lZFlQRoi3eKDbZSVLaWJfo7z84KPjD51lbfBd+6MydmxFRkRyVhJYiIUn/6aKSWZqpSEaihX/VmImRbkyUlAuKJAqCo8xuTM7wqT44cqChzG4AWfm4oCoSrQGUNSVZBgctI1oTD/PeX/zXIuv1c9T0ZOcs8fa9SD8Di4L+EFF6XxGaNjPYrSeyX6voqN5Rh0o+Zeacb2SUIoCsu7O4fiL0jTy/LK0kKBWCYOI9IxnqdWTgul5iDlh9BlmiAIgtgxmDBdXyvR2dmJ5ubmSX1ni0Tdzofn5ZHdugr5lhZYm7vhbfWgbK+H3ju94sy0jtkJp7kdmGFDn5NEcpc5qJ+xJ5LJXaAoNIvdaBGuG5nlzZ+tLSr0AvEXSY8JQifYLxOEjl9fTBhaQBAd4nl+dIgXRoWEkSWet8MJxB0G3xQxwL9SF1LgRaReVP4xRPNETP7FpSADFBVQVUCRF+RyWwpMoWh+vtwWigahahBMbgcRKX6L5EV20PtWlHrhciH8NLmO7wt4QvhdGuXFuscFPKHBYwa4kgBXEhCKCY8lwBUTQknAU0xwJQmumGEZT5XlRoviFaF6RSg8PqZisK3xIjSvCI0XoPMidC8P3SvIiVVKL1dpEfI1YCKeJoWPL2H8qC4IGcUFP6ILXEZxicj2UBDBEr5G/pqxMJ2X7ZeX4+V5Zfs8Wqe/j2gd/rpiGsrqA/z0yN9U2fkq5VWqOxBV5XWHx4Ttjran9FgIghgnmD/DOAu2o2nM/94rlWFM8b/z/C76LL4eeFsJt2WUrkxTwnLyRl04q7QihyKAH9HLImvZzNKdtrDd0c+T2H5wDMr2WXS3NNs6i69Lh5UdFyYPpXzZufprW1jHwOVLdQ/vMZWX7/O8Dfnx9N/2kT7ffa7lK6RXvW19nu+htT2WPsTHM1jbR/qYyv9WYukj/Tvpt22j+zuu9HzX4u8kXk/fx9Q4YyZ0M4HJwIQQdY7j4LjjjsNPfvIT7LnnnrU4xYSFRB0RYOe6kV23CoUNW+FuLgIdJtRMYz/ybjuspg3g07JQ5mpIzp+Guil7Il23CKYxc1LL7Z0FEUiFQN4FIs9PQyRduB7gOv7g4n5Zr5QnXEfWFUpCF9xy4BZtOHkbbtGGW5Brz3LhWTY8ywG3HHi2I6MPbVeuHRfgHhj3wIQHJjgUf82EFxEmPBK9Et33RQsEGJNl5c9cES4IJpIQfndMgdhkEtWeHZmoDGcKXC0JV5ORhY6ehhPbT8HV/DTdT9NScPU0PHV0kk/xbOhuDroTXzS3t0+aLNcLzS2iGhMRRBGMyQkQFEWKJ38bCpPiNYggVRQ5IH2wDiKpIhFULBJBpWj+thZIXaXyWpFj6UFR+10PdKz8+SqnaWG+6ROB8eORfd8Ki2D2Y8EAofgLg+BlawEwrkJwv35/TEchFNn72o2M6QghZ+AW0XU8DUCYDj9XiMi2n1/al58PkdwBjseA5fvkMcBTgPYE0GUAGQ3oVQFLFbAZYDMBhwl4EPCYgIuSJPcin1/hEvk8q5QeX2Qn/HAR4SsCRNrpCgGH+5+NQUShCDQ/ACGQUhjqVQV1qoI6lSGtKFCD51mU6kJ0368veN3ief7wFJz7pxUVywp/1iEBf/Ifv2z8vPDz/LJ92gQZyeq3SW6XXkeCIAiCqMTHv/U9zF2013g3oypMiDHqdF3H66+/XqvqCWKHwEg3YerSQ4ClpTRueci3tCK3rgX2ph7wrQxKTx10ayr0rVOBrQD+CwhwdKe3oK3x37Cbt0CZJWDOnYq6xrehLv021NUtgqbVj9tjI4ZPcPHPdH28m9IH1/Fg5V0Ucw6svCsXf7uYd1CM7Ft5B8WcXFt5F9wb3UWWqisw/Uk2zJQKM6khkVRgJjSYKQVmUoWR0GAm5LaZUPwZeVWoDHLGX+HLvuDi0Jd/IjK7rODxWWblWHGR/ehxwSy9xaw/Fl8vYOdK6VYOws776XnAyst9Owe4Vum60w9XEsE2wmthQIY7xcoKPw2CQWgmoCYA1V/rJqAnAC0p13oCTEsAur+vJQAjKfdVo9QtObhLG72TzPrJi0RWlApzgGXhiV64/riMtqPAchXYLoNlA0UHsG0Gy4Gfz2C7DI4jywvBwFUDlmrAMpuH8dchwBQXTHHAmAMoDgRzwGGDw4YHCx5scOZAqA644oIrru+iWJ8FY3DDgzEGTdNii6qqfdIqLf2VC9JVVe2zPVCeEoloqRbCk5OvwOVy21/D5eG2cDkQ5nE5PmMsj0O4/iQugQB0S2nhsdF6uJDbQb4XjPnonz/c7//zaE8AcP1lqI8XgMeAogJYKoOlALbK5L4GeIzB9ARMDhhcwBAIt00OqJFut4PBGdBtMrQmGTakFWxIKVhbp2BFo4qtib43+JgQ2NUC9i4AS4rAPhbDYpchofjDEqgKmMrkpCfBtsL8NLkf5iv+5ChBGYXBY0AXE9gGjm2CowMcHcJfuIcO7sEFoDEGgzFM01TM0DTMMXQsShhYlDQxzdB9CR5EZcEfPiGSpjAIX0hGpZ78rPRFX0weBq8M4hIRiAnISvuBPETsXLEP4dh+0IZSeRHxiiWJGd8PykeOLVuXp4dimQsIwUsTvrjxsUQrDSEQzgDNPQg3nlaaKdorbfPSvvDkBFUimhfOvB5PE5Gu1GFX6aALtZ83mQmjCBUlHlEYjSAsiyaMlytFIA5UDkyOIxpERcbLyZtLscjGIOIRkShGFomGZEG9/u9QyPLRCC4A8R8jiP5tBqvI33bkb75S2b7poiy7LD9MHrh87L0YbVuftg/cjgHPN8S29TnXcNvWp3yF5zvWnv4eU+XyQ3nOB32+h3iuWrQtuq+oO2f3/5p2fb344othmiauu+66Wp1iQkIRdcRw4ZYLe1MWuXWbYLVsh7fZA+s1+pZjDqyGFhQb16LYsBbe9F4kZk5FXd0ipOvehrr0IqTTC6FUoXsbQQwFIQQcyyvJvbwDKyflnlUu92L7Mm2030CaqfqCTw8n3Uikg20diXQ0T/cn4BjhpBtDxXPlRBzFbqDQDRR7Iktkv788tzj6NqgmkGwCEk0DrJsr5+nVHT9TCAGn6KGYc+TS68S3o/s5N9x3rJFf9BlJFUZKhZFUoCcVaAkGzWTSeRoCisHBdA6mCUBzwSEvgvsbj9DzvAHHK+QTOCK0P4k3VNlXizxN0/yJK6qPEL60qyj2pKAvib2I5AtmgS7P40LKRF8Ilsr7ApJXKl86T3h+LvzyFUSj6x/n8T7z3wR06QwrGxQsb1CxvEHBskYVbcm+z6HKBXbv5ViS8bB7lqPZEWiyBUyvJAxdBehVGfIakNMYshpDl8nQaTB0GQzb/XW3Ibt4j4apFsd+XR7295c9sxXn9JYoCMcNjIu8CnKPlfKiwi9WjqGPEAzzGaSUZGXH+PWFXbyYf47wJgbCGxth/eG+n6+U7Qf5Snw/PIdSth88/uHUEWvnYOcor6NC97QREkjA+CzQTiwtzKuQFkjIYOboUl5Z2WBWaX+W6LC8LxUHmtk6GA9VtjUiPCMzZe9MBGMmBuMjKopSGrMxmueP0xlMghROmOSP1amqajh2p+JPnBTklY4fIC0yDmhsqXTOAdqhlKWzWHu0cPxRIo4c+5SHixeOZVp5f6hp1Sjzvve9D1OnVmdyxvFmQnR9BYALLrgAd9xxB/bcc08ceOCBSKfTsfwf/OAHtTr1uEKijqgGXtaGvSkLq6UbxQ0dcFstwOr7xeJpeRQb1qLYuE4KvKYNMJunIp3eE3XpReHstonEPHlHjSAmCIIL2JYXi9yzIpF6leReEPFnF4YREtMPRkKFGZV6KS2yHwi/vgLQSGj+3esa4RSl6IuJvO7BJV+QJkZ5kVEu+ZLNgwi/SBm9emOIeA6vLPei+71lgi/vRG7RDh1VV5Cs05Go0/21gWSdjmR9aVvmGUj421HRyzkfktAbqviLlnMcB54fRRMcN9D2jgJjbECJFxV+A+2PddlaD0MhuIjIRL+rsddXOoILdNgOXi8U8VrRwuu2hddsG9urPFEKE0CzB0zzgGkOMNUFpjkC0xyBKbaMHHQBFCHQqQEdOrDJZFibZNhUQSQ2Wxzv2ubhiA4X79jmIr3j/MlObvqVgb68rCQClQFkZlQ0lovIaGRlVBoGq6hERKRd0bGwItssIhz7pJc9Nlkni5+nvE4AgPAnaBF+dKffrT9IQ2SCF3+CIllepoXbfp7g0fzSBDGlcl64HciJYAIYWS4yQQyPTgYT3xfcgxeU8UppQWSkfGRBFGgQ51QW2RVEkpbljubY2F4skqxvVFkk3qvicf2ee6Bjy9rNWBBlHBd9ij/URUn6aTJKMRj+Ihj6QmFyW/HHMFYZGFNLw2ZEJl4LxnwMh67woxlLUf7B+yAYW5aFLZetlxHHQfCu8J8LGbwrI3G5HzkcW3O55sHfZPC3VSbkAik2xtMWDItzzjkHCxYsGO9mVIUJI+qOPPLI/k/MGB577LFanXpcIVFH1AIhBLztRdibsrA3ZmFt7IazOV+xC49jbvfF3bpQ4jFTCeVdEH1XV/c2GMa0sX8wBDFKOBewC9GuuqUIvmJZ191y4TeaSC1A/oYyklLqJXyJZ/Yj9YK0YF83a3yhLwRgZSPirp91oaty3mgv8rXEyKL4qiT5OBew8g4KWSnxCr12bFuu/f2sjUKvA88ZwWNmQCLly7t6HYm0jmS9EYo+KfkMJBsMpOoNJOp1qGPQdSP4MT6Q0BvrvOj2ZEDxZ4QdTPj1twyWP5ryjDFsEwyrPGCFI9DqcmS4QLcn4EBe4DHIrqppVUG9qiCtqmjQVEwzNMwwdEwzNEw3dUwzdMwwdEw1dGgjvDGRcz282VvAcz05PNvdixd6cuj1Su83nTG8syGN9zfV4f2NdZin6/IjKJCVXMiL76BLs4iITH8N7osBr1Q+no8K9QT5KKsnEl0pr4ZL54zsh91fg31eth/ND9odvcoOzjWUc/BK5wyOKS9fXseIXjZikuJ3rgYPFZkoS/PTWXQ/Xrb8WM76lqt4bFmdvOz84bEs3p7omsfq4WFb4mX5gHX0d45Ym2t7L2aHgwk5sjoDgwJWWgu5jqWVrQfMY4pfr+LvR4+T3buD8vueeAjmH7R4vJ+KqjBhRN3OCok6YqwQHofTlg/lnb0pC3drvs+PMwEOO70FhaY1KDS9hULTW3BSbQADdH1qGHVXl34b0nWLUJfeE6qaGp8HRRA1xvN4WeRemfDLReReWRdedyRSJ4KiMBgxkVcpmi+Qe8G27LKr6dUfbyxGueTrT+ZVEn7FnipKvgFkXn/CTxt5d3/H8koSL+ug2CsFXqHXQdGXeYHgK/TasHIji+Y00xpS9YYUePW63G6Q+yk/LZB7RqL2kVtjTSARhyr7gm4v/e2PNG+49ezsBGNcBSKwfD1QXnkZzhS0pOqxItWEFalGbNfj79s5ThFL7RyWOnks8CwYwzxHdIbRsdgf7bHlz/Ngr8NI8hBEN/niTgj4k5SU7Qf5KJN9QEQ2oiQ5QzEo/GFgo+m+mOQ8lI2xyUVCcVmSojJiKCo1o+n+eVFqRzixTERelsYBjOdzf5zaINqodB7uP1SZF5xDRNdBe6P7YRlUOAZ96wAq7iO6Hz2mrB4AUkv5aVwEeslvO0Sf47m/HxVQxOhggvlTOZVLJyUmrvoTU8PNLy/DwKCIvudVyo4PRBfrk6f0qXfQPP/fuHNCA+a9e7/xbkVVIFE3zpCoI8YTbnlwWntL8m5jFl631aecZ+SQb1yFYtMqFJreQrFhA4Tq+LkMyeR8pP1JK4IutMnkrlCUms1BQxATnmDSjT4ybwC5F6Rxd3Rft4rGSlIvMt5eTPj1Myafqtc4motzwM4OIPW6+s+riuRLDtwldyDxN0zJxz2OYs6Ny72cjNALhZ4v+AoZuRYDTHBQCVVTQnGXajDKtuP7ibqxidbbGYlGKA5H+A1lHJ/+luGUrVbd40VXsg4bps7Chqmz0NY4VXYF81G4hym5LJryWaRsCym7CN1zoQoOlXOwPp8Zg19MCsbgqCocVYetanDCRYWj9U3j0eFCGODPvwtFcCQcGwnHRtKx0FDIobGQQ0Mhh6ZCL1J2cSJc2sJSNWSSaeTMJITf1a7Udgt1xQK0KneVJnZcBpPhldbVPmYoUcMKi6ZF9pncZ5F9Vp4fni9IY6V1rJ7I2h83MxBW4bd5+YYoTw/2+0RPlB1eOX+w4/tkD1pOlLpje0H36lIXbe5Fuml7wSRrQXdr4XexlqG8QX7Y1ZvLidh4JC3MD+rnUt4HXcrDeoKyQbfyYDvME1jy4aPRvOs8TAZI1I0zJOqIiYbXa8NuycJuycBan4G9qRdw4z/OhMLhNrcj17gcuYbXUWhaDc/IxsowZiCd3j3sNpv2o/BMc/aki/4giGoihIBr8/j4e5GovmLZJBvFsoi/4YqecjRdiY2/V0nqJdKa7NKb0mEmZTkjNQaRfKHkG0Dm9Sv8ejDq/l1acmRRfIkmQOs76U85ggtYeRf5jI1C1kY+K9eFrCO3w3Qp+Jzi8LuIxqP1DKTq9Xi0XkMpik+fhNF6xOgoH6coGNMoul2+rnZejyfwggs85wCvegpyE0J1jQyTe5hmFzHNLmCqv55mF9BsF6D5j3kgBsqP5nEAGd1El5FAt55Al5EIt7uNBAraIDPMC4Emp4ipVgGz81nMy2cwO9eDBK/8GSSEiEUGDrQeSpmxWEeX8ujLWi/VPl+tBRpBELWHRN04Q6KOmOgIl8Pe3At7fQbWhgzsDRnwXqdvuSYb7rStyDUuR0/63yia6yvetNa0hkj0XUng6Xpj7R8MQUxywllT+8yk23eMvj5j9hXcUXssRWVS2iU1mMlA5vnbUakX5Pt5QVpNx+XjvGyG3e6hd9uthuTTU0Mfg2+Iks+xvVDkFTIRsZdx+ki+YtbucxN9MFRdKXW9DcfR0yOSz0Cywd+v06FQtB4xxggh0FK08WZvARsLNtpsBx22iyLnsLiAxTlcIfp0yar0KRNNYwxIqwrqVBUpf12nKajzt9Oav1YVpFUFWih8EJ6LAXCEQJfjotPxsNVysL5gYZ2/tBRteP28JxUA8xMG9kglsEfKxB5pE3ukEphj6kj54wUCgM05bC7Q63Fsd1xst11sc1y02w42Fm20FGy0FG1stvo/V8A0XcPchA5TkeNBFbls+zbHRc7rG03HAOxbn8RRUxtw9JQG7NeQgkpinyAIoiqQqBtnSNQROxrBRBWBtLM2ZORYd2WwlAI2x4EzXcq7jPk88sU1EKLymE2mOSsi7mT32VRqd6jqyMeTIghi6AguYBVKkXpWzi0Jv7JZdoN0uyAFn513hy2BKsEUFhN4cdFXknpR8RctU7MIMM4Bq2dkk24UMxi95EsPbSbdSnmqjJQRXKCYd/xoPb/LbdaO7QeRfIWsM6KJVOREGbrsdtsgu9uWFjPcTtaT1CMIm3OsL9hYnS9iTd7CW/kiVuctrM4XkXGr383UYAzzEwYWJA3smjSxS8LALv72goSBtKZWPE4IgW2Oi9V5CytyRbzUk8OLmRzWF+xYuSm6ivdNacAx0xrx3in1aOinPoIgCGJwSNSNMyTqiMkAzzuwWrJ+1F0P7I1ZoGyMLaYr0OelweZ4cKZvRb5xBXrtZcj1rkTR2txPzQzJxHyk0guRTu2OVHp3uU4thGFMqf0DIwhiSAgh4FheSd7lA4HnwCp4sAtOJM0tCcHI/mi77AKRWXZTUYGnw0iqcl0WwReIPiOp+mut+mO4cU9G8g1lDL6Y+OuWcnC0xCTfAFF8icZYmqPUoZBnJYlXMVpPyr1irzM8UcsQznabajCQapTReakGs7Td6I+rl9bBRjiTKEHsiARi7K2c1UfiddguChXGCkyrCqbqGqYZGqbqGqYbGuYlDCxIGKGcm2noUKp4I2Or5eDxzgwe3Z7FE50ZZCNRdxoDDmuqwzFTG/H+aQ3YNTlxbrrm/ejDTj8CMdjucjwIyBmGTYWhWdcww5/heI6pY7qh0VAABEGMGRNG1J155pk499xz8e53v7tWp5iQkKgjJiPC5bBb/e6y63tkd9l8WSQdA/RZaRi7NkCbZ8CZsRV55S3kelehN7cSvb0r4br9X6Tq+hSkUguRTi1EOr2H3E7vjkRiLhiju7gEsSNRGpfPhVVwYjIvGrVXSouIPz+ND9ava4iouiKlXUItibyEL/MSWij0jERJ7pnRMkkNuqFWRy5xT3a7HW4UX6GnOpIvOvFGmciLpnGjCRZrRN6tQ8FOIm+bKOQY8r7Iiy6FzPC64DKFhVF6laLzotF7ZooupInJDxcCeV+KGQqD3s/ssGOJwwWe7+nFI9sz+H/bM1idj09MtmfKxAENaSxOJ7Br0sBUXcNUQ0NCUaAzBk1h0JhcdMagscFntwXkc9HtejHhtt1x0Wl7sitwBSFXGOFNoTpVwcKkiYUp2Q153/ok9q1PYZY5yPh+NaTX9bCxaGOL5SDncRQ5hyMEkoqCpKKgTlMw3dAx29RRr9Z4DFmCIKrKhBF1J598Mh566CHssssuOPvss3HmmWdi7ty5tTrdhIFEHbEzIISA21EIxZ21IQNve7FPObXJhLFrA8xdG2AsaACfUkChsBa5/Brk82uRy61GPr8WxWJrv+dSFBOp1G6+xNujFI2XWghVTdTyYRIEMU4IIeA5PC73yqSfXSGKz8q7sIsyz7Wr2NWMISb3zHK5FxV+EQFolu2r2iii+2KSbwhRfMWe6nbXVfQKcq8R3GxCUZmOgpiCPG9C3qlD3kkhb5nIFzTk8wz5Xh5G6g3rlBrzI/MMpBpNpOp1pBrNvpF7jUZtx0MkiJ2ctXkLj2zvwSPbMvhPT295J4shoQDQFQbVF3eByPME4AoB2x+DcCSf3AZjmGpomKKrmKprmOIvCgNsLlDkHF2Oh3bbQbvtYqvl9HueGYaGfetT2Lc+if389SxDH/XnSxBZuanoYFPRRmvRxibLxqaiHaZ1u0MfoiCtKliQMLA4ncCidAKL00kc2JjCdGP8RCNBEP0zYUQdAHR0dOC3v/0tfvOb32DZsmU4+uijce655+JDH/oQdH1yfoiQqCN2VrysLWeV9cWds7kX5b+CWEKFuUuDlHe7NMKYXwemq/C8PPL5dcjl1oQSL59bg3xhHTi3K58QDInEXKRTC5FK7yHXqd2RTu8OXZ9CF2wEsZPDPQ676MEulOSdXfBgFVw4xUD2eaW8srJBfjW68AaomlLqlhuReXpChWGq0H0ZqJtSAsp0DXrSXydUP12DMpwIv/4m3iiP7iuWj9vn5/PKY5EOGaYAZgO8xBQUtTnIs1nIKzOQ51Ol3HPrkLel3CsUpdyz+t77GRDNUGIRen3H1CstmkFR2gQxUnocF//q7sWy3iJW5ApoLTro9KPbLC7gCDHa2wJo0BRM0bVQugURe3JfyrggbYquoW6Y0WUW52gp2FiTt7CmYGFFroDXswW8lStWFHjTdA371iexpC6J2aaOWaaOelX1ZSNQ4AK9nodel6PHddFuu+iwXXTYDrbZcn+b4wxJcDZpKuYmZP2mIic2sThHgXNkXY6ttoOeAYTerkkDBzWkcUhjGgc3prEonahqF+n+EEKgx/WwxXKw2XLQZjnYYjnIexwW57CFABcCuqLAYAyGwpBQFDT5r2ezrmKGoWOXpBFOrjIeBH8b6wsWNhTlen1BClXPVycqY2jSVEzxu6cvSBhYmJLRmbsnE9BpeAeiAhNK1EV5+eWXcfvtt+MXv/gF6urq8MlPfhJf+MIXsOeee45VE8YEEnUEIeGWB3tjJjK7bBbCLvthoTIYc+tgLGiAsaAexoIGaE2lcU+E8FAobJLRd/nVyOdkNF4utwau293vuTWtCWk/Ci+VWohU2t9OLoCiTJxxVQiCmNgIIeA63Jd85WKvtG9Vyi+UBOBIJnIYDM1QpNgzfaGX0EKJFxN/fp6eUKGbpe1SeRWqNsBFrhCAnetH5FVKK5N/7jCNm48rdBR4I/JeM/LKLOSV2aHcK/BG5N165JwUCpYJxx3eRZ2RUP3IPL3iOHol2adXf4xDgtgJ8ISAwwU8IeAKAdePmosvMi2ItNOZFDfNugpDGZ/3Xc7zsKy3iNeyebyRLeD1bB6r8sVBZ9gdKgzALFPHXFPH3ISBeQkDc00d8/yxB+cnDNQNYdKOnCeF2Nq8hZW5Ilbminizt4CVuWIfSdqgKTiwQUq7QxrTeFsqMaTx+YQQyHocPa6HHsdFt+v523LdYbvYaksZF0i5SuMtjoSZhobdkrJL8p5pE29LJbBnOoG55ugjG7kQaLddbCxK+dZSsLG+aEkxV5DdjkfzcicUhqV1SezfkMIBDWkc1JjGvCq0m9jxmZCibsuWLbjjjjtw++23Y9OmTTj11FPR2tqKJ598EjfccAMuvvjisWjGmECijiAqIzwBpy0XjnFnrcuAZ/tGy6kNBoxdSuLOmFMHpsd/sAkh4DidyOXXIp9bLde+wJPdaPv7aFOQTM4rCbzUbn4k3kIYxnT6EiUIoiZwLsIoPqfolcReRPY5xejag2PJPMfyZZ+fX62x+6IoCgvlXTRqzzBV6Mm4DNT9bd2Q4i/cN2UkoG6q0IyI+HOKZfKu0hh9/UT22dkhtd/mCRR4E/K8EXneLKP0vCa5FlNREEHkXj08oQ3ruUnURcbTaywbT88Xe+kGE2aaxtMjiMlI3uNY3lvAa9k83spbaLcdbPXHkAukoxw/TkVaVdCgqZhhaJhu6JhmaJiua5hh6pjuR1/VUkJmXA8v9eTwfE8OL/Tk8HI2H45/GCWpMMwyddSpss0CgMUFbM6R5zyUcSPRblN0FbMMHbNNA7NNHXWagoSiwFQYGADHl7i2PzZjl+Ohy4/IbLMddDr939hKqQr2SElx97Z0AguTJpp0FWlVRVJlcP16i57sZrzNdkKhuKloY2PRRmvRgT2IAkmrCnYNZ1M2sWtSTuBi+q+dwwW6XDlhyVbLwfqChbUFC2vyFnorPN+zDB0HN6ZxcGMKBzfWYWldckyi7ooeR4fjot1y5N+t3+07eE4yroci5yhygaI/JqLFBSwuoCuAwZTYRCyzTB0zDSmZ55o65vjrocjloSCEQJvtYE3eCmelvmK3WWjUh/e9PVGZMKLOcRw88MADuP322/HPf/4T++67Lz796U/jE5/4RNiw+++/H+eccw66urpq1Ywxh0QdQQwNIQS8LsuPtsvAbsnAacv16S4LlcGYU1cSd7vUQ200+70g8rwC8vn1svtsfq3sUuuvPa+33/aoal1E3EWi8VK7QlWTVXzkBEEQI8dzOGyrJPRiks8qCT0p90oRfXZB5kfLV3UcvygMMZGnmX6EX/lSJviCsmG+LmCgF7rohSayUK2e4UX2ld20EQKwRUpKO96MvFcSewXehJzX7As/uQgM/eJDUYBUnYJUvYZUYwKp5rQcV69sgoxUgwEjMTkuOgiCmNi4XGB5roDne3J4sSeHlzJ5bCrawxJwpsLQqKlo1FQ0aRoadTXs9jnL7wY8y5Dr2aaO5CijkLsdF2sLFtb6suatfBGrckWsK1gjGhuxEgqAOQkd80wD85NGKON2TZrYJWlgmj6yGy9cCKwrWHglk8crmTxeyuTxZm++T7uTCsPbG1I42I903DOdQLOmokGTY60KIcAhJXHe48h5HHnP89f+Pufhfo/josv1wtmOO3xBOZwxD0dDo6aG4m6OHyE6x//bSCkKkqoCU1HCLtx5j6PDdtHmR2Nu9mXnmoLVRyz/ef898I6mujF5HLVmwoi6adOmgXOO0047DZ/5zGfw9re/vU+Z7u5u7L///li3bl2tmjHmkKgjiJHDbQ/Opiyslqwv77Lgub6DjysNBsz59aXIu7n1faLuyhFCwLY7/G60UtwFMq9Q2IS+hrBEwpyDVGo3JJMLkEzORzK5i79eAE2rH+3DJgiCGBc4F77cc2PSzyl6ERlYiuhzAhnoL7blwY3s16KLbxRFYxHRp0E3FF/2aX0loMFgakWYrBcG64UhfOHHs9C8DDQvC8XpgeJkoFg9YIHs80Wf8FwURb0fmSdlXo43h5F6hVD2NaEohvd7T1NdpJIu0kmOVB1Dql6VkXpNSaSm1CE1tQmpqc1INiVHNwEJQRBEGTbnaC062Go7ofRhkDMOm4qCpMLQqGto8uVcYoJ0/3e4wPqCFHdv5eR6XcFCxvXCGXI1f+w7kymYamiY7o9rOMPQw67F8xIy2m+sxpHLexyvZvJ4MZMLhelYCTRATrQyw5TPwUxDx3TD3zY1NGkaEgpDUi1FPSYUBYYiJ3kJxFqn46HdcsKuzpstB61FG5utgcdLHAkqA3ZJyPH+FqcTOG32FOyemhyTB04YUffb3/4WH/nIR5BITI4ndqiQqCOI6iGEgNdZhN2ShdUixZ2zpe8kFVAZ9NlpmH7EnTG/AWpz/1F35XBuIV9o8SexKAm8XH7dgGPhAYCuNyOZmB+ReAvCxTRngjEatJwgiJ0DweWYflLalSL8HDsi84pxsdf/UpKCvFphFAOg6gp0Q3bb1U0Fpu4gqeeR0vJI6HkklF6YSl6KP/RCRxY674XOs4DbC6coYNkMhaKOohuN2pPrnL/viuH9Lk4ovUjpvUiZRaRMG6mUh1RKyOi9YDbc5jQSTQ1gySbAbJCz8yYaAX3n+g1OEAQx0eFCYHXewos9ObyQkeKu1Z90oxIKZFfclKograr+Wu4HS6OmolmTE3I061JQTjd0zDQ0NGq1nRG91/XQGhF3rUUbrZbsYtxuOyhygYI/oYihyPYmFQXTwq60cr1r0sTuKRMLEsa4jVFZayaMqLv77rtx2mmnVcy77LLL8L3vfa9Wpx5XSNQRRG2RUXe9sDdmYG3Iwm7JgPdWiLqr12EsaIAZdJmdJ2eYHS623emLu/UoFDeiUGhBobARhcIGOE7ngMcypiORmItUcgESyQVIJuchmZiPRHIekol50LRGGtOIIAhiEDyP94ncG1z4BaKPw7U9uLYHx5b1uI4sU6uuvwocmEoOJsvBUHIwWR4JNYekXoCu2VAgAAZwocDlGlzPgOWZsLwUCrwOBa8BBd4EjqF3kVXgIql0I6V0I6V2I6V0IaVlkTItpBIuUimOVBpI1WvQ02mwZCOQaAASTSWxF5V8iQbAqAPoO4ogCKLmFD2OrCej0xgYFAYkFQUJhdG1wiRhwoi6pqYm3H333Tj++ONj6RdffDHuuecebNmypVanHldI1BHE2BKMdWf7EXdWSwbO5hzAyz7eFAZ9ThrG/HqYuzTAWDC8qLtKuG4vCsVNKBQ2+PJuY7hdLLZCiL4CMYqq1skovMQ8JMK1lHjJ5HyoamrEbSMIgiAGJpjV17VL4i6UepaMDHQdv3tvWZ4Uf/IYeawXq8ex5XEj+aXN4EFHDoZSgMZsqMyBAg455h4DhwpPGHCECVuk4IjhfVdorCiFntIVF3tBmr+fVHvBjCSE3gBhyiUQeSzRCCQboaSaoKQaZTRfokHKPrO+JP40Y/hPAEEQBEFMMiaMqPvb3/6G008/HQ8++CAOP/xwAMAFF1yAP/3pT3j00UexePHiWp16XCFRRxDjj3A82K29sP2IO6slW3GGWaVORt0ZC+phLmiAPq8OilGtmYs8FIttKBRbUCxsRL4g14ViK4rFjbDtbYPWoetTkEzORyIxNxKJNx/J5DwkEnOgKGZV2koQBEFUHyEEuCt8oReXelLkcSkCHS4loePBc3hY1nX8fFvme2HZeH7f7sEcClyo8MAYhwCDgAJPaBDDiNIDAJNlkVK7+oi9dETsJZUeJJQsFNY3QtGDDofVwWVpuEoanloXLlyrA9frwfV6CKMeMPx1osEXgfVgiUaoyXqohgZNV6BqClSdQdVUue8vyhiNN0UQBEEQI2HCiDoAuOuuu3D++efjkUcewS9/+Uv85S9/weOPP463ve1ttTwtAKCzsxMXXHAB/vrXv0JRFJx66qm48cYbUVdXedaQzs5OXHXVVfjnP/+JlpYWTJ8+HSeffDKuueYaNDY2Dvm8JOoIYuIhhIDXHY26y8LZ3At45VF3gD67NMOsuaAe6pRETULOPa+AQnETioVNKBQ3+uvSvutmBqmBwTRnIpGY16dLbSIxH4nELBofjyAIYidBCCElXyD9bC8UeZ4f4ec5HMW8i0LGQqHXQSFrw8q7sPKlWYJlFCGH5wy3WzBHgvUiqfQgpXQhrXYipXQjqfb4Qq877JqbVDIVpV7/j43BFknYIg2Lp+Q2T/tpKdg8DQcpuEoarlIHT03DU+rgafXwtDpwrR5cq4OiG1A0BarGoGqKv+3vq77wU5mfJtNLZfo5zt9WVCalYWRboS5rBEEQhM+EEnUAcNttt+GSSy7B9OnT8fjjj2OPPfao9SkBAMcffzy2bNmCn/70p3AcB2effTYOPvhg3HXXXRXLv/nmm7jqqqtw1llnYcmSJdiwYQM+//nPY99998Uf/vCHIZ+XRB1B7BiEUXctkai7TD9Rd/Prw8g7Y3591aLuBsJxMigWoxJvIwqFTTKtsAmcFwY8njENCXNORN7NgWnO9JdZMM2ZNEYeQRAEURHBBay8i1zGQj5jI99jo5CV63zGlun+drHCOLGD1A5Dc5DQijDVPBJKFkmlB0nWjTTbjhTrQJ3SjnrWhrTSCZVVZ1ZBVxiweQqWSPmCr2ztb1sV0oJtRyQADPF7k0EKwJjwqyz7FL+cqiulY1QFir9WVQZFlfUoqhSLgVSU6QyKEjlOZbFtJawzmh+vi1FUIkEQRM0YV1F3ySWXVEy/7777cMABB2D33XcP037wgx9U89Qxli9fjiVLluCFF17AQQcdBAB4+OGHccIJJ2DTpk2YM2fOkOq577778MlPfhK5XA6aNrSuAiTqCGLHRAgBr8eWUXcbZOSd3V/U3cw0jF1KXWbVqbWJuhuorY6zHYV+ovGKxc2Djo8HAIpiwjSkvDPMGUj4As8wZ0iZZ0yHac6gsfIIgiCIfvE8jmLWkUIva6OQsftsF7IlqTfcqw8zpSKVZkilBJJJDynTRtIoIKnlkGQZJFgXkuhEkrdDsbvB7CyYlQWzM2BOLxQvX7XHKjsVRyReIPd4CraX8KP9knBEErZIwhEp2DzhS75kLJ9Dr1q7qgFTmC/uIoIvJgr7l33lcjCsIyjv1y3PoZTtR8v4kYiRY8L9snpUVelzfKV9uiFJEMREYDieaHiDVAyBV155pWL6HnvsgUwmE+bX+gPz2WefRVNTUyjpAODoo4+Goih47rnncMoppwypnuBJHEjSWZYFy7LC/UxmsO5qBEFMRBhj0JpMaE3Tkdp3OgBAOBz25t6wy6zdkoHXY8PZkoOzJYfcf+SkOEpagzG/AcYu9XI9vx6KWbuoO8YYDGMaDGMaGhvf3idfCA+WtbUUgVfcBKu4BZbVBstuh2VtheN0gXMLhWILCsWWAc+nqnUwzekwjBkwjelS5PVZz4CmNdAPYoIgiJ0MVVWQbjKRbhp83FTOBYq9UuoVfJkX3Y6lZR0/ss+DlQe6wloMf2kEEL/5biQ1pBoMJOt1pKYYSNUbSNZrSCU5UgkHSbOIlJZHSu+F5mWAYg9gZQErAxQzFbZ7StvCgwIOA70wWG8psG6EX/dCMcC1NDw1Da6m/S67cnGVFDyWhMPScFkKLpJwkIaDpFxECjYPxF8CrqfD8wR4uHB4rlxzT8g8N9iWa5QJU8EFPC7gOQBQnSjGiQBT4pIvFIRKSTrG9/uXfqH8C7fRTzqDosjfa4F0ZMw/N+t7XOyYCudiDKV2l9XJFETqjR6HCvWX8sJ9+t1GEBOOqou6xx9/vNpVjoi2tjbMmDEjlqZpGqZMmYK2trYh1bFt2zZcc801+OxnPztguWuvvRZXX331iNtKEMTEhekKzF0aYO5Suuvh9liliLuWDOzWXvCci+KKThRXdPoHAtr0FIy5ddDn1sGYVwd9dl1N5V2s3UxFIjEHicQcAIdULON5Fmxf2llWm78uW+x2cF6E5/Uin+9FPr9uwPMqilEm82bAMKeXrWfA0Jtp/DyCIIidEEVhSDUYSDUMPhus4ALFvFMm8vpG7gXRetwTsAsu7IKL7q2D1W5AT8xEqn6+FHsNvtRrMJCaHtlu0JGsN2CYKuDky2ReRPJZWcDqldt2r7+d9bezke1ewJVDVzBuQ7VtqBEFOfInVpOz7Rr1gFnnb9dFtsvT68H1OggtDa7VwdNS4KoUhJwlwT2A80D29ZV8nr8fSMF4GvfFoCwvPAHO/bJcRPZlecEj+f6+F6RHyopIGc5Fxf3+/o48LiaReqwyDFL++UIwvpZSD4xB8dPA5PsYzBeIke3w2Eh9in8M63MOXxiWHxvk9VNf3+3ydamNjPltj7Qhvo1S21mQHt2WEjOoG4i0t7/yQRoYELTJrwMotan/OiLb8J9/xM8h66jUlniebLs8P1hpO3quWFuICcOYjFG3bNkytLS0wLZLYz8xxnDSSScNu66vfvWruP766wcss3z5cvzpT3/Cb37zG6xcuTKWN2PGDFx99dU477zzBqwjk8ng/e9/P6ZMmYIHHngAut5/aHqliLr58+dT11eC2EkQbhB154u7DVl4PVbfggzQpidhzK0fF3k3EoQQ8LxeWFaHL/XaYdsdsOx22FaHH50n8waf/KIEYyp0fWqFKL0ZpTRzBgxjGhRl8Is5giAIYudGCDmm3oCRehHZ57nDmyxDMxQ/Us+Iib1oWpBuJNSBL3o9F7CzA8s8Kzu0Mk5ulM9cJZiUeUZaLmZdfN9IS/EXbtdFyqXLyvrl9KRvBWqHEOUiUFQQgbyy5ItsDyYRhRAQHHJfRKShvxYckW0R3xYI2yeEiGyjb9lw3TdPCPjy0n/csbbEzx+UJ4hBCWQfICVjIBajsi+QgcE+ItIPkOIPcQk4YNmoVCxLB4Cjz1qC6Qvqa/igx45x7foaZe3atTjllFPwxhtvgDGGwAkGL4TnDf++xqWXXoqzzjprwDILFy7ErFmz0N7eHkt3XRednZ2YNWvWgMdns1kcd9xxqK+vx/333z+gpAMA0zRhmoOH+hMEMTlhmgJzQQPMBQ0A5gIAvIwNuzULp7VXTljR2gueseG2F+C2F4BX/M+ncnk3tw76nIkj7xhj0LR6aFo90umFA5b1vGIfiWdb7bDsjtLa7oBtb4cQHmy7HbbdDuC/A9ar680wjPKovFJ0Ho2jRxAEQTDGkEjrSKR1YHZ6wLJCCNhFryTvIlF5lSL15Cy6HJltRWS2FQdti6orsuttROol62R33GS9gWSdv66fjuSUuVB1ZeQPnHuAnSsTeOVRfUORgv4aQi62f1zVYIMIvXIZWBcpFy0bKVcm/xiT4+uNtCvyZEbKxbjEC2ShFJCRMqJsu1KaKB0D4ctEIQAO8LJjIRCeK9iG8GWjnx+tO5pWKb/yOvIYomkVtyvXV3qeAMBPC46LbQdtQug3gmjOsO5+jg3Klo4DBMrqi9URP4dfVcW2RM8x8j8U/9wA4D8P44077BnIJwc1jag76aSToKoqfvGLX2C33XbD888/j+3bt+PSSy/F97//fRxxxBG1OnU4mcSLL76IAw88EADwz3/+E8cdd9yAk0lkMhkce+yxME0TDz30EFKp4V/40WQSBEFUwsvasFt74WzKxuRdHya4vBstnLtwnO2l6LxQ4rXH0mx725AmxAhQlCQMYwoMfSp0YyoMYyoMXa51fYrcN/w8fQpF6hEEQRBDwi66vrRzBo3Wc4rDD0QwEioS9QZS9ToSFYWe7os+ua1qoxB7AyGElH5O3pd3ucjS6y+50toq27dzvuArO65msEGEXnSdAvRgnfJFX7BdIU2p0XNMEDUmlHfBti8DY+KvggyMi0cgkJUlCVlBHgb7wQmDtPLzDVQ2FIyRY/xMAWDGgnqYqYk18c5IGddZX6NMmzYNjz32GPbdd180Njbi+eefx6JFi/DYY4/h0ksv7XfiiWpx/PHHY+vWrfjJT34Cx3Fw9tln46CDDsJdd90FAGhtbcVRRx2FO+64A4cccggymQyOOeYY5PN53H///UinS3fjpk+fDlUd2kUyiTqCIIZKubxzWnvh9SfvpiX9Me/q/XUailnTwOhxRQgOx+mOiDvZzday2/ukcV4Ydv2a1hATeOWCT/elnxR9TTSmHkEQBDEojt03Uq+QdeS61ynt99ooZh0ZMTRMjIRaEni+0JOiz0CiTkbyJUK5V0OxNxQ4l+IvJvQqCL4+YjBbJgkjYrAm3X3L0BJxeRfIvHA7kH7J4QlAIyXrpvHACGKnY8J0ffU8D/X1sj/xtGnTsHnzZixatAi77LJLn7HjasGdd96J888/H0cddRQURcGpp56Km266Kcx3HAcrV65EPi+nbH/55Zfx3HPPAZCz1EZZt24ddt1115q3mSCInQu13kBy8RQkF08J0/qTd25HAW5HAXi1Qxac5PKOMUVGyBlTUFe3aMCyrtsLx+mEbW+H7XTCsbf723Lt+Om2vR2OI7veum4GrptBobB+CK1R/C64MhqvPGIvHrU3DapaR4PyEgRB7ITohgp9WhIN05KDlg3G1Sv2Oshnpbgr9FaSe3K72CvFnl30YBcL6OkY2k0qI6lFovLi0XqJOj22najToRtVvDGlKP4kFnUAZlanzj7yrz/hFxWCeSn47HzpWKcQT3PypXO4RbkUOqvT5ihM6SvzBhSA6b7ltKRfxheKgVgM9tXJEYFEEDsrNY2oO+KII3DppZfi5JNPxic+8Ql0dXXhyiuvxM9+9jO89NJLePPNN2t16nGFIuoIgqg2obxr7YW9KTto5F3QZVZ2n5088q4aCMHhuhkp8uztEcEXlXrbYdudcJztcJzhz8bHmOFLxojAi3TD1fVGaFoTdL0Rut4MXW+EotBYpwRBEET/BGKvPDqv2Gsjn3VQ7BO15/Q7E+pAaLoSSrtkneyOGwq9sv1EnRwXcFyj9qoF51LOhSIvXxJ8TmFoaXa+rwAMpKBXYaKxWsFUX9wNIPO0hJ/vL6H8G0qZyL5KvzEJYihMmK6v//jHP5DL5fDhD38Yq1evxgc+8AGsWrUKU6dOxb333ov3ve99tTr1uEKijiCIsSAm71p74bRm4fUMIO9mpaHPTEGbmYY+KwVtShJMpaivwZBj6nXBdrbHIvVK250xued5IxuPR1GSvrhrgq41QdN9kac1ym2tAVqwrzX4sq8RmlYPxibBBRJBEARRVQQXsApurLtteTfcYq8UenJtg7sjuzQ0Eqov94yI0Atkn1Em/nSYKR2KspP9BvHcUuReGNE3HCkY2Q6WQCwG++Mx+L+iR+ReJZlXSRCmyvL9tZYANNNPK9vXTF8M6tR1mNghmTCirhKdnZ1obm6e1F2CSNQRBDFeDFneAYDGoE9PQZ+VhjYzFYo8tcmc1J/Rtcbzin6U3rbK3XCdbrhONxy3B47TDcfphj+11ggJZuZthK43yLXWWJJ6eiNJPoIgCGJQhBBwLC8m74q9dknk5YK0IF+KvhFdTTIgkdKRrC9F5VWM1gsj+QzoCZV+nwyEEIBrAW6hH5nnr8vl3oBlin5+eZ3DHxu4erCSuNOTfUVedH9I+RVkYH91qAZJQmLETGhRtzNAoo4giImE12vD2ZyD05aDszUPZ2sO7tY8RD/TnTNDhTYjCX16KrJOQZuaAFNJ6lQbITg8L+dLuy44Tg8ctxuu0yP33R657Wb8dQ9cNwPH6RnRJBpxKkg+vUnKPJJ8BEEQxCAEUXtReVeSfP6kGVHxl3Ng5d0RnUtRWVmXWyMm9BLp0mKmNSTSOoyktvNF7o0FQvgyr0zeDbQ/UBm3KCWjU/BlY7EkHYP9CQHrK/bKZaBq+msjvh4oTzUBzShbJyqkRY5RNJKGOxgTStQ9/fTT+OlPf4o1a9bgD3/4A+bOnYvf/va32G233XD44YfX8tTjBok6giAmOoILeF3FUNw5bXm4W3NwOgqA18/XgsKgTU1Am5EqSbwZKWjTkzQG3jjBuQXHzfoCrxuuk4mLvTGUfLK7biNJPoIgCGJAPI/DyrnhzLcFX+D1lXwl2efaI4w8Z4CZ1GCmdSRSmi/x5LZZpyOR0pFI+/lpHWZQJqVBoZuTEwchAM+uIPKKkcXfd8rTyo4ZSAb2qcMa5+jBgWBxyRdE/A1ZBJoD5/URjX79qiG7H4f5eimd5OGATJhZX//4xz/ijDPOwOmnn45XXnkFliUH0Ozp6cF3v/tdPPTQQ7U8PUEQBNEPTGHQpiahTU0iuWRqmC48Dnd7EW57Hk5HHm57IVwL2wtnni1ie6w+tdGICTxtegr6jBSUOp26qdQQRTFhGiZMY9qwj+XcguNImSfl3nAlnwhnzi0O+0Z3f911fckX3faFn4z0I8lHEASxo6OqClINBlINxpCPcWwvFHiyG27Z+HpZB1bej9jLuSjmHDiWBwjAyruw8i4yw2ynkVBDgRfKvFQpWs9MVU6fFBNrTDQYK4mlsSaQhP2KvHIxaMmJQ8JtO5Jml60j+UMpI7xow0rnHcN5SgZF9WVfVOCpel+pF9uukKb56/3PAJp3Ge9HNebUNKJu//33x8UXX4xPfepTqK+vx2uvvYaFCxfilVdewfHHH4+2trZanXpcoYg6giAmG0IIeD023I48nPY83PY83I4CnPY8eK/T73EsoUGPiDttelIuzQkw+iG7wzJ6yTcaBpJ8TRTJRxAEQQAAPJfDyru+vHNQzLty7Xe/DdNzDoo51xd9LuzCyLrmBuimOrDMS8mIPSMlt42kJvepmy4xGNyrogiMHlupjv7qtwHP8ddjYAjP+Sew4NDan2cMmDARdStXrsS73/3uPumNjY3o7u6u5akJgiCIKsIYg9ZkQmsykdizOZbH8w6cjkKfKDyvswhRdGG3ZGG3ZOMVKoA2JQltmr9Ml2t9ehJKvUFReBMcRTFhmtNhmtOHfWy0u67r9sBxfIlXSe7VJJKvIR69Vz7pRiQtEHy63ghVraO/S4IgiB0IVRt+5B4AcI/DKrhhZF5fsedv+2JPSkB/7D0BOJYHx/LQ2zl8iWEkVJgp3Zd4Ut6ZaV123035S1ILy8h9KQA1XaHvqcmOogJGCkBqvFsiEULKw0DahQLPl3luhbT+yoZCsCy9ftZ4P8pxoaaibtasWVi9ejV23XXXWPozzzyDhQsX1vLUBEEQxBihpHSYu+gwd4nfGRIOh7OtALdDRuA57Xm42wpwtxUgbB5ul8MMNRR3gbwLtpUEjYW3ozO67rp2KPICyTe0SL5ucF6ElHzyWAxT8jGmQtMaysbgqzAWXxjJF4i+epJ8BEEQOxCKqiBZZyBZNzzBF0ysUS7wir1u2C23mHNg+11xZVmZF4zBZxc92EUP6BxJu5kv82SUXsKP2jNTcdEn8yKiz5d/NCYfMWwYA1RNLhNFHk4SanrF85nPfAYXXnghfvWrX4Exhs2bN+PZZ5/Fl7/8ZXzjG9+o5akJgiCIcYbpCozZaRiz07F0IQR4xvYlnpR1bocv8bqKELYHp7UXTmtvnzqVeiOUd+qUBLTIwpIayZBJjqIYMI1pVR6Tr7ui2Aui+Fy3B5xbEMLzZ+XtwvA77yp+F9y46NO0+rB7bvl+IPk0rQGKMryLRYIgCGLsYQoLZ51tHGbAedBN1y64KObLZZ4TjrMny8T3rYILwQW4J1DIyvH6RoJuqjCSfhRfsrRtJDWYCa3/vGA7oZLsI4gqUdMx6oQQ+O53v4trr70W+XweAGCaJr785S/jmmuuqdVpxx0ao44gCGJkCJfD7SyWBN42fzKLbYUBx8IDAGaqobRTy9ZaUwJMpx+PxMjwvGKFbrplgs/J+DPvlqL7HCcDIexRn19RkhFxF0TwBdKvCbpeWjS9KUyjMfkIgiAmP0IIOJYXE3nBWHtBxF4pek/u25F9x/IGP8kQ0UwVZkLtK/EqSb5EWX5ChZHQoNLvNWKSMhxPVFNRF2DbNlavXo3e3l4sWbIEdXV1tT7luEKijiAIovrwgivFnR+B53VZUup1FsGzg8sQtcGA2pyA2mxCawrWpkxrMqEY6hg8CmJnQggBzi0/ii/ospsNI/fK9x1/3w3y3ezgJxkQJTLOXjN0vVEKPS0i9SL7wUJddQmCIHYePI9LcZdzYRdlhJ5dcGEXPLmOpfkCMMjzF9fhVWuPojIYCQ26L+6MhAo9EYi80nYpLVI2qUI35dowSfoRE4txFXWXXHLJkMv+4Ac/qOapJwwk6giCIMYWbnvwuopwuyx42wtwfYnn+SJP2IPfLVbSupR3vriLSjxtSoLGxyPGHCE8X9xlItF8mVDylSL3usNFRvp1w/PyIz6vHI8vKvea/ck1muUYfOF+ELkXCL4UCT6CIIidEM/lsIslwWfFpF5c8tlFr0+6VfTgVjGyL0DRGAwzLvBKIk+F7kf2lQu/qCQM9lWNpB8xOsZ11tdXXnllSOXohxxBEARRLRRDhTIzDX1muk+eEAI858gIvK6iXHfLtdct5Z6wPPCcA55z4GzqOzYeALCEWorE8wVeNDpPSev03UZUFcbUUIYlk8M7Vo7JV5J4rluSeY7b44+3J9dR2cd50R+PrxOOM7zRzBkzYlF7odTTGweM4lPVYT44giAIYkKhaiObgCMK57ILr1P0o/ksF46/tgseHH9tF104Rbm2i375Yjw9mJyDuwJFV07iMVoUjUE3VbkY/johxV+YPtiSCLblMZqugCn025Hoy5h0fd3ZoIg6giCIHQchBETBhdttlWRetyUj9Pw1z7uD1sN0xZd3CWjNJtSmYC3FnlJv0I8xYsLjeUU4biQ6z5d5gdxzy/YDGTiasfgUxSwTeYHga/alXnOka25pmzHqrk4QBEH0hXscjuX1EXhR4ReKP0tG+Dlla9vy4FS5W28ltDKZZ5Ttl+dXFIRGVAJS9N9EZcKNUbezQaKOIAhicsEtL4y+87qDqDwr7G47lDHyoDKojaUutYHMU5tMOX5enU4z1xI7JHIsvkKsC25c9vUfySfE4BK8P7Sw+22ZyNPK06aEeaqaqOIjJwiCICY73OMycs/qu7ixfdePCCwrZ3sV02uJorKKEX2aoUIzFOhGaTu61svSyssF+aqu0O/VEUCibpwhUUcQBLFzIVwOr7sUjRdbd1nwMhYwlBuyKoNaZ0Cp16HWG1DrDSh18W0lrUNN62AJjSL0iB0aIQQ8L9eP2OuKrLsisq9rVJNsBNF7WthFt7EUxVeWXhp/r4Em2CAIgiCqhuACrsMjgo/HZV9/wq+iMCwdw90xUjsM0PTKQq9/CRjsx7fLxaAaqVdVJ1dkIIm6cYZEHUEQBBFFeAJe1oLXGR0fzxd5PRa8rANRHGZkkQIoqZK4UyJL5X0NbJL94CF2Tjh342PuOZ1lci+y7Za2RxO9x5gGTWvoR+6VtnXdzwtFXwMYo/cdQRAEUXs8j5dF+cXlnut4cG0pBV1bbru2B8fhsX3X9uDYsi7X9qRUtMdQBPowheHki/fHnD2bxvS8tWJcJ5MgCIIgCCIOUxm0pgS0pgRMNFYsIxwOr9eGl7XBsw68Xhs8a8Prdfw0uc1zDoTlARzgvQ54r4Oh6geW0KDW6VBSWkni1emh8AvTUzrUlEZRe8SERFE0GMY0GMa0IR9Tit7rKUk+fxINOYOuHI/P7ZPeBc5tCOGOaIINQIl0z22GEYy9Z0yJ74fLFGhaPUXvEQRBEMNGVRWoKQVmSq9J/dzjcB1eEnyB3LMi204F4ReVgpbn1+FVrCc6JqDgAoq2c34fkqgjCIIgiAkA0xVozQlozYOPoSVcLmey9WeqLd/us593AQGIogt3OJF7DFLepXyZF2z7Uk9NReWeFpahyD1iosEYg6bVQdPqAMwd1rHBBBtuMItubLt/2ed5OQB82IKPMS0i9/oRekYzDD9Pjr2XJrlHEARB1BRFVWCoCowaDvcqhIDnShnoORyJdG2k40SHRB1BEARB7GAwTYHaaEJtNIdUXnABXnCltOv1JV5ebodSLy+FXiD2hO0BAuA5FzznAigMvX0JtdQtNyLwZFqZ+EtoUBIqmKmS4CMmJKqagKrOAsxZwzqOc9ufOKMTjtMFOxhvz+4Mx96zndK243TD83IQwoVtb4NtbxvyuRgzpMwzyiP0Ask3pY/gU9XkcJ8KgiAIgqgpjDFougpN37lndidRRxAEQRCTHKYwqP5YdZgxtGOEy6W4ywciz/VlniPlXT6a5sLL+ePsCUAUPXhFD15nEc5w2qkrYKYKJaFJ2WeqYGZJ5JWkXiTNjJaV+9AYRRcR446iGDDN6TDN6UM+xvMsOG4XHLurr+BzOv30eBrnFoSwYdlbYdlbh9G+hC/ygsi8Jl/0lUfxTZHpWjNUdWg3BwiCIAiCGDkk6giCIAiC6APTFKgNBtQGA0PtdBBG7uVLXW7LxZ5XlicsD8Ifj0Q4HMLh4L3D0XsVUJgUeUYg71SwhCbXhhqRfL708yVfKa0kAJmukPQjxgxVNaGqs5AYRvSe5xVK0Xl2SeCVZF5ksWU5IRxwXoRlbYFlbRlG+9JlY+5NiXTHrSD49CYoys7ZbYkgCIIgRgqJOoIgCIIgqkIscm/oQUQQHoewPPCiB255EEW3bO2BW65cB2mW3I6uhe0PQMyFHJcvP/JZPksPClLumaoUdxGxF5N6sX0p+KApUvRpkSWyT5F/RDVQ1SRUNYlEYs6Qypcm1uiqKPgcpzsexedvC+HB83LwvByKxdYht0/T6it0x50SG29P16dEBF8TGNu5uzwRBEEQOzck6giCIAiCGFeYqoClFCijnKVMcAFhe6HIE1ZE8FmezCtG0q1SWbl2Q2EYjNEHAQjLg2d5QKY6jzeGxvqKPFUBdAUsmlcm/NBHAMbrQZ/jWGw/zKdZfXc6ohNrJJPzh3SMEAKum42JO9uXetFx98qj+AB5nOtmUSi0DLWF0LTGSOReU3xba+qbRmPuEQRBEJMIEnUEQRAEQUwKmMJkF9fE6H/eCCFkV9xo5F5MAEqxV4ru80qSsOhCuNxf/HpcDvhpEJETuQLC9SDgjbrNI0KtIAo1VhJ5MYHIANWXfqofEaj66ZpcM02Rdap998NzlZfTyupVKdJwosEYg643QNcbAOw6pGOE8OC6Gdh2PDKvj9CzS910XbcHUu51w3W7USisH3IbFcWU4k5rhFYm8UKxp8UFn6Y1QlHocojYcRBClL5DBAAhStsQctffLi8nwv3IMcFx3E/n8rjwPNw/jguZH+QF5fx1mBeU49Fziti5wptgYoB0lOrs2/7oYyh7zBxl6dHnB323ISqtKm0Mk2F8h4WPs+y5jz2n/eeHr1EkvXy/z/MtRJ96+zzH5X9DfltF2T4qHCP6raO0H3vdYnXGy037zD4wFzQM/fmcJEzqb6bOzk5ccMEF+Otf/wpFUXDqqafixhtvRF1d3aDHCiFwwgkn4OGHH8b999+Pk08+ufYNJgiCIAhiQsAYAzNUwFCh1htVq1cIAXgiLvICiefwUnp02+WAUypbno+yuiofWzoudt3hCQhPysYJRbnEi8q9QB6WCcKoSAQAMCa7LvtrhGu5LV1ghbSy8kwp2x9mPhgDU8r2B8kP6wH61sX6SQsesxIcVHp44X/Ra8foMaVV7LkrlYsfG3/uSs9hVLAypobdW4GFA77cAZy7cF2/663dJSfWcLrDyD3X6QlnyHXc7nBbCBecW7CsNlhW25DOFaCpDb7gC0ReMzR/HYo9rQm6FkjAZqiKP6lGRARUlCDhup+L1wrHiIp1lMmESgKiT5kKggIoex1ZxXQMlO5LmvAi3xMlcROk86iwCdLi6cKL5iMUQXHBgCFIh1LZvmllcirY5hHZEJNWkdcyJiCCc/YtHysbfQy8rA0xAVYqHx4/mNiq9FoSxM7ATvp3P6lF3emnn44tW7bgkUcegeM4OPvss/HZz34Wd91116DH/uhHP6K7uQRBEARBVBXGWNjddbwQEVEItz85KCMBEc3zuLy4duVaeFxGBHqyPLwg3ZePkX15TNnx4TG8FAUREAhEe1yeImI0VJJ3QRoQEZNlaaxSFEYjmGiEgQUwKkVhhBdwoiRA/EJ9RFXZmmFo70EXgAuBAjoBdAJYN7TngSB2BILLXSVygyDYjt2EiNxQiJZl8tjw5kN5XiWRHwy5UOlGQ+RzodJNiVJ69GZC+TnL6kPZjY8+z0FZIitbDxodN4BJGkwyCcSfv8hjHuw5Zf5z3/dGUfnrUp4fPRcr1RM+1OjzFtkvu7nT73NbYb/0GvdTJihXIa2aN0t3JCatqFu+fDkefvhhvPDCCzjooIMAADfffDNOOOEEfP/738ecOf0PuPvqq6/i//7v//Diiy9i9uzZY9VkgiAIgiCImsNUBqaqgDlxBuwXPCL63HKhx0tRiFEp6Ebygn1PykWgLComiGwJMoJuXsDg0TkVI30i3a2iaf12UULfOsrrrdRlq9KxiNYfP394Tv9xldZRqQUMevE4GqLtBCAqnKz2ARIMbDhdz2qECF5UFnkxYhesLFxHL6AZlJIcqVg+vs/6yy+/GI79DVT6m4i8J2LlI2VDgcNkhKsSSBwmozmVYNtPVyPSx1+C7VAQBGn9CQVfEFUSNKxSmfJoz+CpiImc0naf6FX4jyNMi5eXr1ekPqWfdgTPU5/HExEowfNUJk8qvq5lkiP82+hXslT+eymPfiUIYuIxaUXds88+i6amplDSAcDRRx8NRVHw3HPP4ZRTTql4XD6fxyc+8QnceuutmDVr1pDOZVkWLMsK9zOZWow2TRAEQRAEMTmRF+4q2OjmEyGGSZ/xroKNMsknKgmdII2XS0QMLhtjYhFxaTScKAwW0XGVygxFZkWO6RPZU3aMEAKc5/xut92w/a65rutPqOF1R7rsdoUz6IoRhoYyZkDXm2DozdD0Jn+23CbEZtE1gpl0m/1JNepIwhAEQezgTFpR19bWhhkzZsTSNE3DlClT0NbW/9gVF198Md75znfiQx/60JDPde211+Lqq68ecVsJgiAIgiAIYqyJRdyUUvuWG5PW7BioaISORgC7DKm8EAKel49NphGfVKPbn2yjO5bHuQUhbNh2O2y7fcjtY0zrK/P0qMxrgl4m/DStHoyNX3d8giAIIs4OJ+q++tWv4vrrrx+wzPLly0dU9wMPPIDHHnsMr7zyyrCOu+KKK3DJJZeE+5lMBvPnD226e4IgCIIgCIIgJieMMWhaGpqWRjI5b8jHeV7Bl3m+xLM7ZSRfELFnd4VyLyjDeQFCuLDtbbDtbcNoowpNa4SuT4nIvEjEntYITWuEpjdA1xrkttYATasjwUcQBFEDdjhRd+mll+Kss84asMzChQsxa9YstLfH7z65rovOzs5+u7Q+9thjWLNmDZqammLpp556Ko444gg88cQTFY8zTROmaQ71IRAEQRAEQRAEQfSLqiahqkkkEv2Pq12O5xUrRO75s+hWiNpznG54Xg5CeH5+J/LDaiWDptVLyac1QNMboGkNvtirh6Y3+tsNccmny/KKsnMOEk8QBDEYTIjYqBOThuXLl2PJkiV48cUXceCBBwIA/vnPf+K4447Dpk2bKk4m0dbWhm3b4nef9tlnH9x444046aSTsNtuuw3p3JlMBo2Njejp6UFDQ8PoHwxBEARBEARBEESV4dyKyDx/sctkn5uB6/bAdbNwnB64bg84twavfBAUJQldlyJP15tKkk8PxF+Tv98QRvXpupR9ikIDWhIEsWMxHE+0w0XUDZW99toLxx13HD7zmc/gJz/5CRzHwfnnn4+Pf/zjoaRrbW3FUUcdhTvuuAOHHHIIZs2aVTHabsGCBUOWdARBEARBEARBEDsCimLCNGfCNGcO6zjPs+C6GX/pkTLPkfuO2yPTnUxE8mXgOCXhBwhwXoBlFWBZ/Y8f3h+qmvYFXyDwGiORfaVIPl1vKok/P01RJu0lMEEQk4RJ/Sl155134vzzz8dRRx0FRVFw6qmn4qabbgrzHcfBypUrkc8PL8ibIAiCIAiCIAhiZ0VVTajqdJjm9GEfKwSH62al4HO6fcnXIwWfk4Hjdvv7vtjz0xynB57XCwDwvBw8LwfL2jKCttdVFnt6AzS1PtKFtwGqVu9LvnpoWgNUNU2z6hIEUXMmbdfX8YS6vhIEQRAEQRAEQVQXzl14nuyCK8VeSfDFxJ/bE3bTlesMPC9XhRYoobSTIq/OF3kNZaKvPhR9mlYv0/1t6rZLEDsn1PWVIAiCIAiCIAiCmFQoigZFkTPSDhfOHb8Lri/wwmi9HrhOtx/lFyxBt92s3703CyEcANzvvtuD4ogfQyKUdqHE0xugqXXxdH8h2UcQOx8k6giCIAiCIAiCIIhJjaLoMIypMIypwz5WCAHOo+PySXlXknnZUrqTgetlfQmYhedm4XpZeJ4cbonzImy7CNvuGMVjqSD7+si9qPhrINlHEDsQJOoIgiAIgiAIgiAIoh8YY1DVBFQ1AdOcMaI6ZLfd3rLIPX/xytMCASjLTwjZp8p9Va3z12moaorG7COIGkCijiAIgiAIgiAIgiBqiOy22wRdbxpxHcOTfb7gc7NwI8cEY/VVQ/YBzJ+BV4o7TU1D1dKRtLowTVPrSuvoMaH0S9OMvAThQ+8EgiAIgiAIgiAIgpjgVEP2CeGFkXpurOvuUGRfry8KcwA4AAHP6w1n4x3940v48i4di9yLyz5f/kUln59Wkn51UBSDov2IHRYSdQRBEARBEARBEASxE8CYCl1vhK43jrgOOWZfEa6X87vl5uC5OXheTkpArxeenybzSmmumwtln+fJbc5tADLKj/MiHGd7FR6n5su+dET21YWRfUFaEPknRWA6IgJLx8ouvsqo20QQQ4VEHUEQBEEQBEEQBEEQQ0KO2ZeEqiYBY9qo6+Pcjki8nJR6bm8oAGP7kTQZ4VcShHJbjuMnhAvX7Ybrdo+6fWEX37Brb6psKaVpsbRkLE8ty6MJPYj+IFFHEARBEARBEARBEMS4oCgGFMWArjePui4hPHhePhLJJ9elaL8g+s+P8guj/vx1mQAUwkOsi689+scbwJgRCk9FMf11EqpiQilLV5VomQQUNSHT1ARUJRGm96lLNcEYdQPe0SBRRxAEQRAEQRAEQRDEDg9jajhTLczR1RXv4ht03y2EkXuem/e3I2m+JORewRd/eX8plRPC9eu34bo2XLenCo98IJQygSdnMJZS0Jd+kXQpBYMyib7H9FeXmgBjao0fy84BiTqCIAiCIAiCIAiCIIgI1e7iGyC7+uZLCy+Ce0V/XYDnFcC5BY8X4ulhuWi63Pc8Ob6fPFau5YQfAMDDCEHHqdrDqIiMEkzEpV9kPxB6gQBUlQoyMJJeX78Uut5Q20ZPQEjUEQRBEARBEARBEARBjAGlrr5NNTuHEAJCOH0FXrn0i6WXS8DKcrAkA4vgXErF0nlllCCQqcrjOOCAe9DcdHBV6tqRIFFHEARBEARBEARBEAQxSWCMgTEpBIHaRqQJwWUEYEzgVZB+FdKDY/qLFNS1nS+aDiBRRxAEQRAEQRAEQRAEQYwAxpRSF2GiKijj3QCCIAiCIAiCIAiCIAiCIEjUEQRBEARBEARBEARBEMSEgEQdQRAEQRAEQRAEQRAEQUwASNQRBEEQBEEQBEEQBEEQxASARB1BEARBEARBEARBEARBTABI1BEEQRAEQRAEQRAEQRDEBEAb7wZMRoQQAIBMJjPOLSEIgiAIgiAIgiAIgiDGk8APBb5oIEjU1YBsNgsAmD9//ji3hCAIgiAIgiAIgiAIgpgIZLNZNDY2DliGiaHoPGJYcM6xefNm1NfXgzE23s0ZNZlMBvPnz8fGjRvR0NAw3s0hiB0aej8RRHWg9xJBVA96PxFEdaD3EkFUh8n4XhJCIJvNYs6cOVCUgUeho4i6GqAoCubNmzfezag6DQ0Nk+ZNQhDjDb2fCKI60HuJIKoHvZ8IojrQe4kgqsNkey8NFkkXQJNJEARBEARBEARBEARBEMQEgEQdQRAEQRAEQRAEQRAEQUwASNQRg2KaJq666iqYpjneTSGIHR56PxFEdaD3EkFUD3o/EUR1oPcSQVSHnf29RJNJEARBEARBEARBEARBEMQEgCLqCIIgCIIgCIIgCIIgCGICQKKOIAiCIAiCIAiCIAiCICYAJOoIgiAIgiAIgiAIgiAIYgJAoo4gCIIgCIIgCIIgCIIgJgAk6ohBufXWW7HrrrsikUjg0EMPxfPPPz/eTSKIcePaa6/FwQcfjPr6esyYMQMnn3wyVq5cGStTLBbxxS9+EVOnTkVdXR1OPfVUbN26NVampaUFJ554IlKpFGbMmIHLLrsMruvGyjzxxBM44IADYJom9thjD/z617+u9cMjiHHjuuuuA2MMF110UZhG7yWCGDqtra345Cc/ialTpyKZTGKfffbBiy++GOYLIfDNb34Ts2fPRjKZxNFHH4233norVkdnZydOP/10NDQ0oKmpCeeeey56e3tjZV5//XUcccQRSCQSmD9/Pm644YYxeXwEMRZ4nodvfOMb2G233ZBMJrH77rvjmmuuQXT+RXovEURlnnrqKZx00kmYM2cOGGP485//HMsfy/fOfffdh8WLFyORSGCfffbBQw89VPXHW1MEQQzAPffcIwzDEL/61a/Ef//7X/GZz3xGNDU1ia1bt4530whiXDj22GPF7bffLt58803x6quvihNOOEEsWLBA9Pb2hmU+//nPi/nz54tHH31UvPjii+Id73iHeOc73xnmu64rli5dKo4++mjxyiuviIceekhMmzZNXHHFFWGZtWvXilQqJS655BKxbNkycfPNNwtVVcXDDz88po+XIMaC559/Xuy6665i3333FRdeeGGYTu8lghganZ2dYpdddhFnnXWWeO6558TatWvFP/7xD7F69eqwzHXXXScaGxvFn//8Z/Haa6+JD37wg2K33XYThUIhLHPccceJ/fbbT/znP/8RTz/9tNhjjz3EaaedFub39PSImTNnitNPP128+eab4u677xbJZFL89Kc/HdPHSxC14jvf+Y6YOnWqePDBB8W6devEfffdJ+rq6sSNN94YlqH3EkFU5qGHHhJf//rXxZ/+9CcBQNx///2x/LF67/zrX/8SqqqKG264QSxbtkxceeWVQtd18cYbb9T8OagWJOqIATnkkEPEF7/4xXDf8zwxZ84cce21145jqwhi4tDe3i4AiCeffFIIIUR3d7fQdV3cd999YZnly5cLAOLZZ58VQsgvMUVRRFtbW1jmxz/+sWhoaBCWZQkhhLj88svF3nvvHTvXxz72MXHsscfW+iERxJiSzWbFnnvuKR555BHxnve8JxR19F4iiKHzla98RRx++OH95nPOxaxZs8T3vve9MK27u1uYpinuvvtuIYQQy5YtEwDECy+8EJb5+9//LhhjorW1VQghxG233Saam5vD91dw7kWLFlX7IRHEuHDiiSeKc845J5b24Q9/WJx++ulCCHovEcRQKRd1Y/ne+ehHPypOPPHEWHsOPfRQ8bnPfa6qj7GWUNdXol9s28ZLL72Eo48+OkxTFAVHH300nn322XFsGUFMHHp6egAAU6ZMAQC89NJLcBwn9r5ZvHgxFixYEL5vnn32Weyzzz6YOXNmWObYY49FJpPBf//737BMtI6gDL33iMnGF7/4RZx44ol9/t7pvUQQQ+eBBx7AQQcdhI985COYMWMG9t9/f/z85z8P89etW4e2trbYe6GxsRGHHnpo7P3U1NSEgw46KCxz9NFHQ1EUPPfcc2GZd7/73TAMIyxz7LHHYuXKlejq6qr1wySImvPOd74Tjz76KFatWgUAeO211/DMM8/g+OOPB0DvJYIYKWP53pkMv/1I1BH9sm3bNnieF7sAAoCZM2eira1tnFpFEBMHzjkuuugivOtd78LSpUsBAG1tbTAMA01NTbGy0fdNW1tbxfdVkDdQmUwmg0KhUIuHQxBjzj333IOXX34Z1157bZ88ei8RxNBZu3YtfvzjH2PPPffEP/7xD5x33nn40pe+hN/85jcASu+HgX7TtbW1YcaMGbF8TdMwZcqUYb3nCGJH5qtf/So+/vGPY/HixdB1Hfvvvz8uuuginH766QDovUQQI2Us3zv9ldmR3lvaeDeAIAhiR+WLX/wi3nzzTTzzzDPj3RSC2OHYuHEjLrzwQjzyyCNIJBLj3RyC2KHhnOOggw7Cd7/7XQDA/vvvjzfffBM/+clPcOaZZ45z6whix+H3v/897rzzTtx1113Ye++98eqrr+Kiiy7CnDlz6L1EEMSYQRF1RL9MmzYNqqr2mWFv69atmDVr1ji1iiAmBueffz4efPBBPP7445g3b16YPmvWLNi2je7u7lj56Ptm1qxZFd9XQd5AZRoaGpBMJqv9cAhizHnppZfQ3t6OAw44AJqmQdM0PPnkk7jpppugaRpmzpxJ7yWCGCKzZ8/GkiVLYml77bUXWlpaAJTeDwP9pps1axba29tj+a7rorOzc1jvOYLYkbnsssvCqLp99tkHZ5xxBi6++OIw8pveSwQxMsbyvdNfmR3pvUWijugXwzBw4IEH4tFHHw3TOOd49NFHcdhhh41jywhi/BBC4Pzzz8f999+Pxx57DLvttlss/8ADD4Su67H3zcqVK9HS0hK+bw477DC88cYbsS+iRx55BA0NDeGF1mGHHRarIyhD7z1isnDUUUfhjTfewKuvvhouBx10EE4//fRwm95LBDE03vWud2HlypWxtFWrVmGXXXYBAOy2226YNWtW7L2QyWTw3HPPxd5P3d3deOmll8Iyjz32GDjnOPTQQ8MyTz31FBzHCcs88sgjWLRoEZqbm2v2+AhirMjn81CU+CWyqqrgnAOg9xJBjJSxfO9Mit9+4z2bBTGxueeee4RpmuLXv/61WLZsmfjsZz8rmpqaYjPsEcTOxHnnnScaGxvFE088IbZs2RIu+Xw+LPP5z39eLFiwQDz22GPixRdfFIcddpg47LDDwnzXdcXSpUvFMcccI1599VXx8MMPi+nTp4srrrgiLLN27VqRSqXEZZddJpYvXy5uvfVWoaqqePjhh8f08RLEWBKd9VUIei8RxFB5/vnnhaZp4jvf+Y546623xJ133ilSqZT43e9+F5a57rrrRFNTk/jLX/4iXn/9dfGhD31I7LbbbqJQKIRljjvuOLH//vuL5557TjzzzDNizz33FKeddlqY393dLWbOnCnOOOMM8eabb4p77rlHpFIp8dOf/nRMHy9B1IozzzxTzJ07Vzz44INi3bp14k9/+pOYNm2auPzyy8My9F4iiMpks1nxyiuviFdeeUUAED/4wQ/EK6+8IjZs2CCEGLv3zr/+9S+haZr4/ve/L5YvXy6uuuoqoeu6eOONN8buyRglJOqIQbn55pvFggULhGEY4pBDDhH/+c9/xrtJBDFuAKi43H777WGZQqEgvvCFL4jm5maRSqXEKaecIrZs2RKrZ/369eL4448XyWRSTJs2TVx66aXCcZxYmccff1y8/e1vF4ZhiIULF8bOQRCTkXJRR+8lghg6f/3rX8XSpUuFaZpi8eLF4mc/+1ksn3MuvvGNb4iZM2cK0zTFUUcdJVauXBkrs337dnHaaaeJuro60dDQIM4++2yRzWZjZV577TVx+OGHC9M0xdy5c8V1111X88dGEGNFJpMRF154oViwYIFIJBJi4cKF4utf/7qwLCssQ+8lgqjM448/XvE66cwzzxRCjO175/e//71429veJgzDEHvvvbf429/+VrPHXQuYEEKMTywfQRAEQRAEQRAEQRAEQRABNEYdQRAEQRAEQRAEQRAEQUwASNQRBEEQBEEQBEEQBEEQxASARB1BEARBEARBEARBEARBTABI1BEEQRAEQRAEQRAEQRDEBIBEHUEQBEEQBEEQBEEQBEFMAEjUEQRBEARBEARBEARBEMQEgEQdQRAEQRAEQRAEQRAEQUwASNQRBEEQBEEQBEEQBEEQxASARB1BEARBEARBEARBEARBTABI1BEEQRAEQRAEQRAEQRDEBIBEHUEQBEEQBEEQBEEQBEFMAEjUEQRBEARBEARBEARBEMQEgEQdQRAEQRAEQRAEQRAEQUwASNQRBEEQBEEQBEEQBEEQxASARB1BEARBEARBEARBEARBTAB2ClF36623Ytddd0UikcChhx6K559/fkjH3XPPPWCM4eSTT65tAwmCIAiCIAiCIAiCIIidnkkv6u69915ccskluOqqq/Dyyy9jv/32w7HHHov29vYBj1u/fj2+/OUv44gjjhijlhIEQRAEQRAEQRAEQRA7M0wIIca7EbXk0EMPxcEHH4xbbrkFAMA5x/z583HBBRfgq1/9asVjPM/Du9/9bpxzzjl4+umn0d3djT//+c9DPifnHJs3b0Z9fT0YY9V4GARBEARBEARBEARBEMQOiBAC2WwWc+bMgaIMHDOnjVGbxgXbtvHSSy/hiiuuCNMURcHRRx+NZ599tt/jvvWtb2HGjBk499xz8fTTTw96HsuyYFlWuN/a2oolS5aMrvEEQRAEQRAEQRAEQRDEpGHjxo2YN2/egGUmtajbtm0bPM/DzJkzY+kzZ87EihUrKh7zzDPP4Je//CVeffXVIZ/n2muvxdVXX90nfePGjWhoaBhWmwmCIAiCIAiCIAiCIIjJQyaTwfz581FfXz9o2Ukt6oZLNpvFGWecgZ///OeYNm3akI+74oorcMkll4T7wQvQ0NBAoo4gCIIgCIIgCIIgCIIY0vBok1rUTZs2DaqqYuvWrbH0rVu3YtasWX3Kr1mzBuvXr8dJJ50UpnHOAQCapmHlypXYfffd+xxnmiZM06xy6wmCIAiCIAiCIAiCIIidiUk966thGDjwwAPx6KOPhmmcczz66KM47LDD+pRfvHgx3njjDbz66qvh8sEPfhBHHnkkXn31VcyfP38sm08QBEEQBEEQBEEQBEHsREzqiDoAuOSSS3DmmWfioIMOwiGHHIIf/ehHyOVyOPvsswEAn/rUpzB37lxce+21SCQSWLp0aez4pqYmAOiTThAEQRAEQRAEQRAEQRDVZNKLuo997GPo6OjAN7/5TbS1teHtb387Hn744XCCiZaWlkGnxiUIgiAIgiAIgiAIgiCIWsOEEGK8GzHZyGQyaGxsRE9PD00mQRAEMckQQsBetx7Opo1QGxuRWLIETNfHu1kEQRAEAQDghQIKr70O3puFPn8BzLftOaTBywmCIIjaMRxPNOkj6giCIHZkBOfgmQyUujowjT6yxxMhBDIPPIBtP/s57DVrwnSlsRFTzz4LU845B4phjGMLCWLHQXgeMg/9HT0PPIDiiuVgiorE0qVo/thHkT7iCJIKExhh23A2bwbTdWizZ4NRz5QJg9vVhW23/Rjd990HUSyG6cbuu2PGZV9G/XvfO36NI4gdFME5fc4RYw5F1NUAiqgjCGK0FFeswPaf/Ry9TzwBns8Dmob0IQdjytlno+6II8a7eTsdTns7tnz1q8j9+1kAADNNGLvsArejA15XFwAgsc8+mHfzTdArzCpOTAystWthrVoFcA5z8WKYCxeOd5N2SorLl2PzV74qX4sK1B19FOZ897tQ6TfUhMLesAEdt96K7D8fCSWQNn06mj7+MUw9+2woqdQ4t3DnJvfss2i97HJ427YBALTZs6FNmwbrrbfC12vKmZ/CjMsvB1PV8WwqQUx4rNWrsf3Xv0buyafgdnRAnToVdYcfjqmfPhfmnnuOd/OIHZTheCISdTWARB1BECNFOA7a/+8H6PzNb4B+Pp4bTjgBs6/5FpR0eoxbt3NSeP11bDr/Arjt7WCmiWlf+AKaT/8E1Lo6PyroIWz99nfg9fRAnz8fu/z2jkkn6wTnsFauhLVqFdyuLqiNTUjutx/MhbuNd9OGRO8z/0LHD36A4rJlsfTEvvti5uWXIXXQQePUsp0LIQS67rwLW6+/HnAcqI2NaP7UGag74ggIz0P24X+g8847AdeFscfuWPDLX0GfOWO8m73TIzjH9l/8EttuvhnCcQAALJmEcF3A3zd22QVzb74Jibe9bTybulMihMD2n/8CHT/8ISAEjD12x8wrrkD6ne8EYwxeby+23XobOm+/HQDQePLJmH3tdydV1Cq3LOSeeQa5/zyH4htvwOvuhtrYiOQBB6Dpf06Fufvu493EIeFs3YqeP/0Juf88B6+zE9qMGUgfcTiaPvxhunExRgjbRvsPf4TOO+4APK9vAUXBtC98AdPO+zwJb2LYkKgbZ0jUEcT4I4SAvX497HXrAMZg7LIrjN12ndA/TN2ODrRefAnyL74IAGg44XhMOessJBYvhrN5M7ruuRedv/sd4LowFy3Cgtt/BW3KlHFu9eSm58G/YcvXvgZh2zD22B3zbr4Z5m595ZS9aRNazj4HzsaNMHbfHbveew/UurpxaHH14IUCep98Cpl/PIzcv58F7+npUya5336YcdmXJ6zo4raNrd/9LrrvuVcm6DqS/izuhTfeAFwXADD1vM9j+gUXUNeWGiJcF1uvvQ5dd94JAKg76ijM/vY10JqbY+UK//0vNp33Bbjt7TD33BO7/O63UBsbx6PJVYUXCiiuWIHif5ehuGI5vG3bITwP+pw5SL/rnah/73vBJmDXea+3F5u/+lX0/r9HAQDpd70L0790ARL77gvhOMg+8gjav/d9uG1tUOrqsOBXv0Ry333HudU7D8J10fbtb4efcU0f+Qhmfv1rUBKJPmV7HvwbNn/lK4DnYepnP4sZl1w81s2tKkIIFN98Ez3334+evz1U8TsKAKAoaP74xzHj8ssqPi8TAeE42P6LX2DbT38W67IcoDY2Ysbll6Pxw6dM6N+xUXguh8Jrr8Hdtg0smURi8WIY8+ePd7MGxO3owKYLL0Lh5ZcByOjuKZ/8JIyFC+G0tGD7r38dfhbWH3cc5n7vBhqjmBgWJOrGGRJ1BDF+CM6R+dtD2PaTn8TGEQMAff58NH/842j62Meg1k2saLT8y6+g9aKL4La3Q0mnMfu6a9Hw/vdXKPcyNn3pQnjbtsHcc08s+M2vdwhZV1y+HNn/9yiKy5bB6+6GkkpBmz0LiSVLkHr722HutdeE+/HZ+dvfYet3vgNASoU5118/4N+Ns3kz1p/2Cbhbt6LuqKMw7+abdjjxIzhH7pln0PPnPyP7+BMQhUKYp6RSSOyzD7SpU+Bu2478K6/IaBrGMPUzn8H0C780oe4uO62t2HThRSi++SbAGJrP+CSmnXdeKIbc7dvR/sMfoucPfwQANHzwJMy59toJ9RgqIYRA/vkXkH30/8FauQq8UIDa1Ahz9z2QOvQQpA89FEoyOd7NjMFzObRecil6n3wSADDjsi9jyjnn9PuetzdtwobTPgG3owOpQw7Bgl/9cocbo1NwjsLLLyP3738j9+x/YmK4EvrcuZjx1a9U/NwfL6y1a7Hp/Atgr10LpuuY+c1voOl//qfP6+Z2dWHT+Reg8NJLUOrqsOvdd+1QXcOCG3vW6tVwWlshCgXwogWmqmDJBJREEtqMGTD32B3GwoUT5ruK5/NovfTL6H38cYAxzPz61zHlk6cPeEz3H/+ELV//OgBg3q23oP6oo8aiqVWFFwro+csD6Lrzd7DeWh2mazNnov6o9yF54IHQpk+H296BzN/+Jp8fAObixZj/kx9PuIh3Z+tWtF58SSiHkm9/OxpPOQX63Lmw165F1733hr9nG085BbO/dfWElkPutm3ouPVW9PzpfgjLiuWZe+2F5k+chqaTT55wj6Hw2mvY9KUL4W7dCqWuDnNuuB7173tfn3Ldf/4ztnzjm4DjoP79R2Puj3404X83BHDLQnHZMthr14L39oIZBtTmZuizZ8NYuBBqff14N3HSQ6JunCFRRxDjg5fJYPPlX0HvE08AAJiuw3zb2yAEh716DYRtAwDUKVMw47LL0Hjyh8b9B7cQAl133YWt18muYMYeu2PeTTcP2KXQWrsOLWeeCbejA8n998eCX98OxTTHsNVDx2ltxZZvfBO5f/97wHLa9OlIv+fdaDj2OKTf9c5xFVxCCGy7+RZsu+02AEDzJz+JmV+7YkhtKrzxBjac/kkI28aMr3wFU88+q8atrQ7cttF9zz3ovOO3cDZtCtP1uXPRcPxxqD/6aCSWLo3JErejA+033hiKrvrjjsPcG66fEFFBvU8/jc1fvgxeTw/UxkbM+f73+h3bsfv+P2PLlVcCnicvgr77nXH/XOgPa906bP7KV1F8/fV+yyipFOqPPRaNp5yM1MEHj/tjcTs60PK5z8FathzMNDHnhhvQcOwxgx5XXLkKG047DTyfx9TPfQ4zLr6o9o2tAm5nJzp/cwd6/vIXuG1tsTx1+jQkl+yNxN5L5CQMjMF66y30PPQQvA45rljzJ07DzK99bdzFZPaxx7D5ssvBczlos2Zh3k03Dhgpx3M5tHz2cyi89BL0+fOx6+/v7RMtOdHwurvReeed6PnzX+Bs3DikY7RZs9D04Q9jyllnjmtXRJ7Po+XTn0Hh5Zfl++r73xuy5N163fXo/PWvoTQ0YOGf74c+Z06NW1sdeC6H7b/+Nbru+C08P3qOmSbq3/9+NJ5yMtLveEdFYZL797/l2H3bt0OfOxcLfn37hInsyj37LFq/fBm87duh1NVh1lVXoeEDJ8Y+t4XrYvsvfomOm24COEfdkUdi7g9/MCGjA/uMkzhnNsxdd4XXk0Fx5crwZoU+bx5mfu2KiiJsPOj+4x/R9r9XQzgOjN13x7xbKveeCOh96ilsOv8CCNvGlDM/hZlXXDGGrR0+zpYt2PaTnyLz4IPguVy/5bTp05FYuhTpdxyK+qOPhj537hi2si+F//4XuX/9G9M++5lxbUc1IVE3zpCoI3ZkCq+/jq4770L+pZfAe3uhz52Luve+F80f/xi06dPHu3n9Uly1Cq0XfAn2hg1ghoFpXzgPzZ/8ZNj9kOdyyDz8MLb/7OewN2wAAKQOPRRzrr9u3O6u8mIRbVf9L3r+8hcAUnTM+c63hzT2nLVmDdZ//DTwbFZGAl1//fMmjRIAAQAASURBVLhfkJeTfexxbL7iCtkdRVVR/773IfWOQ6FNmw6ez8Nu2YDiG28i/9JLscgtfc4cNH/qDDR/4hNjPouq4Bxbv/0ddN11FwBg2pcuwLTzzhvWc9t1z71o+9//BTMM7PanP8LcY49aNbcqZB55BFuvvRbu5i0AAKWhAY0nfwiNJ50k5dwgj73nwb9h8xVXAI6Duve8B/NuuXnc7pQLz8O2234sJasQSCxdink3/mjQH5uZh/+B1ksvBTwP0y44H9O/+MUxavHQ6fnrg2i76irwfB4smUTDiScgddBBUBsa4G7bhuIbb6L3X8+EryMAJJYswdRPn4v6Y48dlzv+9qZWtJx7DpwNLVCnTMH8H9+G5H77Dfn4zEMPofWSSwEA83/5C9S96121auqoEY6DbT//Obb//Bfh55lSX4+6d78b6cPegdQ73gFj3ryKx/JCAdtuuw3bf/FLQAjUHX0U5v7f/43LDRghBLruuEPePBICqYMPxtwf/RDa1KmDHut2dWH9Rz4KZ9MmpN95GOb/4hcTNqq498kn0Xr5V8LukkzXYS5aBH3+PKh1dWBmAuAeeKEIXijAaW2FtXp1+NqqTU2Y/d3vjIto4JaFjZ//PPLP/gdKQwPm/+QnSB2w/5CPF7aN9WecgeJrryN9+OGY//OfTbjfD1GEEMg8+DdsveH6UGjr8+ZhyqfOQOMppwwpCsjZvBkbzj4bzoYWaLNnY9d77oY+c2atm94vgnNs/9nP0HHTzeHkRvNu/BGMXXbp95jsE0+g9cKLICwLdUceKaP2J0iksXBdbLvtNmz78U8AIWDuuSdmXnklUoeUbha5XV3o+fNfsP2XvwxFXt3RR2HWN745bmORCsfB1muvRdddd4ftmXPddUMauiTz97+j9eJLAACz/vd/0fzxj9W0rSMh+Dxv/+GPwi7V6tSpSOy1F9SGBgjHhtvZBaelBW5HR/xgRUHdkUdixqWXjst4xIXXX0fLpz8Dnslg9ne+jaZTTx3zNtQCEnXjDIk6YkeE5/No+/Z30POnP1XMV9JpTL/wS2g+44wJ94Mu8/e/Y/PXr4TI56HNmY15N92M5NK9K5YVto3OO+5Ax623QRQKUBobMfuab6HhmMEjPKqJ096OTV/4ouyWp6qYcemlmHL2WcN6bnv/9S9s/OznAM+TXV7O+GQNWzx0hOPIgXh/9SsAcsD+ud//HowFCyqW55aF/AsvovexR9Hz4N/AMxkAsqvynOuuRerAA8em3Z6HLV/7uhSnjGHmN67ElE98Yvj1CIGNn/scck89jcTee2PXe++ZMD+mo/BcDm3fuiYUxdrMmZh23nlo/NAHh911svdf/8KmL54PUSyi4aSTMOf668b8At3r6UHrpV9G7plnAABNp30cM6+4Ysiyt/sPf8CWK78BAJj7wx+g4fjja9bW4cALBTnO3n1/AACkDj4Yc77//YoXNkF3y56//AU9f30w/GGeWLIEs/73qjEdO8xavRot55wLt71dRrH86pcDXoT2x5arr0b33fdAmzMbCx94YEKO/WitW4fWiy+BtWIFACCxdCmmfvpc1B155LBkW/b//T+0XnIphG0j/e4jMP+WW8Y0QrV8HMGmj30Ms678+rDEu/XWW1j30Y9BFAqYcfnlmHrO2bVq7ogQnodtt96Kbbf9GABg7rknpn72s6h/35GD3iTjloXexx5Dxy23hl0Rp11wPqZ94Qtj9rtIOA42XfAl9D7xBJRUCgtu/9Ww5HeAtW4d1n3oZAjbxuzrrkXTySdXv7FVwMtk0Pa//4vMQ38HIH8XTL/oQjQcd9ywbz447e1o+dSZsNevh/m2t8nxL8fhOs3t6sLmr3wFuaeeBgA0/s+pmHXllUOKkMs99zw2fvazEJaFxv85FbOvuWbcf5M7W7di86VfDsdXHmicRCC4MfFjbL/9dsB1oTY3Y/a130X9e987hq2Wf1ubvnQh8v/5DwD/xuznPz+s3y7bfvJTdPzoR2CGgV3vvQeJvfaqVXOHDc/nseXKbyDz0EMAgORBB2L6+RdIeVrhMXrZLKzVq1F46SX0PvU08s8/LzN0HTMuvQRTzjxzzP7WCm/+Fy1nnw2ezSJ5wAGY/7OfTsjv/pEwLE8kiKrT09MjAIienp7xbgpBDAl70yax+sQTxbJFi8WyxXuJ1su/Inr/9S9RWLFSdP/5z2Lt/3xE5i1aLDaef75ws73j3WQhhBDctkXbd78btm39WWcJp7NzSMda69aJtaf+T3js1h/+UHDPq3GLJYX//leses97xbJFi8XKQ98hep/9z4jr2v6b34hlixaL5Uv3Efk336xiK0eGvXmzWPfx08Lndct3viO4ZQ35eK9QEJ2//71YdcS7ZR17LRHbbr+9dg324Z4nWq/4mjznkr1F918fHFV9dttWseLgQ8SyRYvF9jt+W6VWVg+7batYc8op4XO89fv/J7xCYVR1Zp98Uizbe2npdee8Sq0dHGv9erH62OPke2G/t4vuP/95RPW0XXe9rGP/A0RxzZoqt3L4FFevFms+cFL42dx+402CO86QjnU6O0X7LbeIFQcdXHov/fznY/K65F9/Xaw85FCxbNFisfrEE4Xd1jbiurxcTrx19PvFskWLxeZvXlW9RlaJ3mf/I1b4j3Xloe8Q3Q/8dVTPce9/nhPL93u7WLZosdh08cWCu24VW9s/3LbFxosuCj+7t/3ilyN+HJ333ivrWbqPKCxbVuWWjhyns1NsOOfc0vfT1d8a1vdTgGdZsd8eW6759pi8r7jrhq/R8n33E73PPTeq+jp++jOxbNFiseKQQ4WzfXuVWlk9rI2bxOoTTgy/l9tvuWVEr1d5nSsPP1z+ZjzjU6Oub7jkX39drDryyPA17PrDH4ddR+aRR8SyvZaIZYsWi44f/7gGrRw63Q8+GH7+rdj/gGH9diqsXCnWnHxK+D5qu+GGMfsdbm3cGP5trdj/AJF59LER1cM5Fy2f+7z8rjv2uAlzfWRt2CDWnPRB+dzuvVRsv+O3w/6MKq5eLVo++7nw9Wm9/PIh//4YDYUVK8LfD+s+cbrweifGc1othuOJSNTVABJ1xI5EcdWqUIqsOvyIij/8uOeJ7XfeKZYv3UcsW7RYrP3IR4Xb1TX2jY1gt7WJdad9oiTavve9YX+BcMsSbdffUJKQF10kvBr/aOv997/F8v0PkF/qx58grA0bRlUf51y0nPcFWd8xx47bjwTOuei6775QCqw46GDR889/jrg+N9srWi+/vPT6fv//anYhxD1PbL7yyvBioOfvf69KvZ133SWfiwMPEk57e1XqrAaF5ctLoviwd4rcCy9Ure7uBx4IX7Ptv/lN1eodiNxLL4c/6la998hRiQHuumL9WWeJZYsWizUnfXDU8nLE7XAcse3nPxfL99lXvk7vOlz0/vvfI6rL6egQmy6+JPJj+ys1/bGdf+01seKAA8PviqHePBmI3v88F7Z/tHKimnT94Q+hnF730Y9V7X2efeopscz/vt38zatqLoG4bYuNF3wplGs9f394dPVxLlq+8EX5PvrAB8ZchlQi/9prYtV7jyzJ/AceGHWd23/3O7Fs8V6l3yA1fJ2454nWr14RvkbZp54afZ22LdZ86OQJKcHzr78hVr5LCrVV736PyL/2WtXqLixbFn5Gbb7yG2N2U6nnb38LP9PfOuYYUVi+fMR1dd59T3gDJ/P449Vr5BBxu7rEposvDj+X1576P8Jat27Y9XjFotjy7e+Ufod/6ULhFYvVb3CEwsqVYuVh7wz/tkbzOgghbwAEv6lav/a1KrVy5GQeeyy8UbzyXYeP6jce51xs/+3vwu+5jRd8SXDbrmJr4xTfeit8bdZ+9KPCzWZrdq7xgkTdOEOijthRyL38cngnbChRD/lXXhErD31HeBFbjQuwkZB5/HGx8h2HhUIo88gjo6qv649/Ci+KWj5/Xs0uKrJPPhn+SNtw9tnCrdJnROxHwte/XpU6h4O1YYNYf+ZZpR9sH/mosFpaqlJ3x89+Fot6rDacc7H5f/83jDgabSRdrG7XDaM2N112WdXqHQ3Zp54WK6KieOPGqp9j2y9+WbqAGOFd6qGSe/75UHyv/chHqyJKnPb28AJx8ze+WYVWDo/CipWxaN8N53561I+Lcy46775bLFuyt/yxfeFFNZF1hf/+N7xAWH/Gp6p642DzN74ZfveMxV39geCeJ7Z+73vha7Tp4kuqLnV7/v73kgT60Y+qWncU7rpi45cuDCOzM49V5z3rdHaGF1ztt95alTpHgmdZov3WW8MbjW8dc4worFhZtfrD6MEaRjdxzsWWb11Tupn0j39Ure7cCy+En9cTJfox89hjYvnb95fv9w9+SNhbtlT9HNknnwzfX9t/+7uq1x+Fcy46fvzj8O+k5fPnCTeTGXW9W66+OrwZWFy7tgotHRrZp58Rqw4/ohTpePMto5Y33Q/8Nfwdvv6ss2om66yWlrDta045ZVTR3lFyzz8f/j1VQ6KPBK9QiH0vrfvox6r2+DKPPhZ+hm48/4KayDpr3bow2nXtKR+u2jXSRINE3ThDoo7YEcg+9XT4Q2jdRz825Ai54qpVpQ/S//nImEZwye4m14ZfQmtOOWXUEWkBvf/6l1i+737yR9QXv1j17kbZZ54pycDzvlD1yL3Yj4Snn6lq3f3BHUds++Wvwm5ay/d7u9j2q9ur/txtv/POUpTWr39dtXo552LLNd8OL1K6//KXqtUdkH/99fB1yb34YtXrHw5d990Xipr1nzpTuN3dNTkP5zyUKsv3P0AU/vvfmpwn9/zz4WfYhrPPFl4+X7W6e//97/B1G+2NgKHCbVu033JL+Dmx4uBDRNcf/1TVaI/MI4+EP7Y3X3llVesurFwZ3shZd9onqt5dxensDCMnx7M7udPZKTaef374mdR+0801i8jpvKckgWoRoRr9DFy+dB+RffLJqtbf/dcHw7rHoyt57vnnxerjTyhF65x/flUESTnbfnV75HW6o6p1c87F1u9/v6bfU0Fk1PrTPzmmQxZUovOee8NunRvO/XRNI2rCm0pL9h5xxPJgcM7F1h/+MPz7aLvu+qr9RuKWJdZ94vTwZns1vwMrUR79tvq440X+9derVn/vf54LbyS2fO7zVb9p7rS3i7fef4wf6XtS1XsGBd3hV73nvTX5nBmI7FNPhUNELFvkd8ev8vOXfeqp8PfDposvqepvfWvjxjDgYDwDQcYCEnXjDIk6YqLT/eCD4cXghnM/LbxcbljHF9esCS/INpx9ds27iwohL47WnX566UvoO9+p+nmzzzwTyrot3/5O1eotLF8edrOoZdh4cMG16r1H1jxcvLhmjVj7kY+Gr8f6M8+qmjStRMePfxKea6Tjj0XhnJfGGFq8l+j645+q0MrKBN1q137ko+NyEeTlcqL1a18Ln7/Wyy+veVc0bttiw9nnhF1LqnVXN6C4enXYzXrDOefWpItqcHG88p3vqvmPxuKqVWLtKR8uRVyc9wVht22tybky/+//hRfC7TfeVJU6i2vXhlGIa0/9n5pdpATdvVYcdLBwtm2ryTn6g7uu2H7nnWEU+vKl+1Sl++RgRCNxqi1ptv3yV2HdPQ89VNW6hZCfsxs+8xkpb08/fczGn3I6O2OfeSvfdbjofvDBmn7+tt90c3i+rj/8oWr1Rl//zrvvqVq9UezW1vCGWy3+DoaCVyyGEWLLFi0WrVd8raZd7ISQf5/BEBsrDjm0Jr9h2m+8sSY3GgOc9vYwQmzzVVdVvf7wPB0dYu1HS7/5tnzrmpqIwd7nngt/h7de8bWqvWfdnh6x5oMfklG1Rx0t7K3V/3718vlQBI5V7xa7rU1svLA0tuiqd79nVMPODEbmscfC68fWy79Slc90e8sW8db7jpLy94QTx/y7fawhUTfOkKgjJjLRMVU2XXzJiC/Y86+9FnY5a/3qFTX9AWxt3CTeOuaYMMS/lt3pev7+cOlHVRW6Q9ibN4djAK4/41M1lZqxQddr2GWv8957wx9SKw46WHTdd1/tx1CKirUle4/qb4BzLtpuKI1N2Pn731expX1x2tvD90rP3/5W03NF4Z4nuu6/X6x693vkY91riRyMe4xkodvTE05Ss+aUU6oWYeVs2xb+qFv38dNq1kXGsyyx5gMfkIL9ootqcg4hZNRROBbdIYeK7r/WVigIERnfqAoX/1ZLS/g3tuZDJ9d0/FLuuqHQbL1i7MYCyr30cmzQ8zUfOrmqY2YNROyzb++lIvvEE1Wpt/vBB8PHs+1Xt1elzkrYmzaFn3+d99xbs/MIIZ+r7gceCIfGWLZIjr1Wq+jh8nO3XXtdKfLtwdEPo7D9178ek9dICCHab75FSoz3HVXzMcLKyT79TGnSiBpHqZbjFYvhTcfVJ5xY1ZucnXffXdOI2IBoBHgtJI21bl34nbvikEOr9hnUH9knnghvJlXj797L58MxrVe+6/Ca3lTOvfBC+FrUcjzVYOy4IAJx2ZK9Rdu1141JL6eef/4z7J2x+corRyXrnI6OcCKwt445piYCdaJBom6cIVG3c8M5F9aGDSL71NOi97nnJlQf+2hU0parvzXqOyHZp54Ov0xrcadQCCm6gh8Ibx35PlFctaom54kSzIS2bK8loxprwu3pCWdsXH3iiWPytxAbdL3KXTm468a6Hm84+5yajB3T7/k9L7z7vXzf/UTu+eeHXwfnsTE8Ou++uwYt7Uv7rbeWLoJqHc3Gucg+/UwsQuut9x01LoPwWxs3huNUtXz+vFF3lfAKBbHuox+Tj+n9x9R8psL8G2+GP0irHWnCORcdt91Wej+d++maRdFVov3Gm8LPuZF277VbW+N3wsdg5sjcyy+Hz1k1u11VwunoEK2XfyU834qDDxHbf/e7MR8jj3ue2HTZZfKzb7+3i9xLL42qvtwLL4RdmMZihuZgdvIVBx8inI6OmpzD2bZNtHzxiyWZ+oEPjPp5Gi6cc7H5m1eFUnU0N2Y6f//7kri65ZYqtrIyXi4XCveOn/6s5ucTQn6+BhGXQfRy9qmnx+TcUeytW8Mbqi2f/VxVuvRln34m/O7ouO22KrRyYILfNSsPObSqv8uiXRLfOuaYMRsLL/jMWLbXklGJQW5Z4d/YioMOFoUVK6rYysoEnwGrTzixJr0X3J6e2PAL6z76sTEfX7Lnb38Lr/+2XH31iL5DnM7O8Bpp1ZFHCru1tQYtnXiQqBtnSNTtnHi5nNj2y1+FYc/hsmRvsfFLF4riW2+Na/s6fvLTmtyt3Hb77aUv02eqOzaa09kpVh9zbOlOyxhdxHLOResVXwsj+IqrVw+/DssKJ1hYdfgRY/oFFHQfeevo91etawL3vFhXovZbbx2XbpzctkXL588LX5vhXKhzzkXbddeX7nD/rrYDSEfxcrnwQmDbL39Vs/MU166NTeyx4oADxbaf/3zMIySi5F95JYwYa/vutSOuh3te2MVjxSGHiuKasblgCITWykPfUVXJ0H7LLeHr1HbDDWPWLTCAcy42X/kNKX/22XfYM8PZW7aEEbxjfSc8kFbrPvqxmjxv/P+zd95hklzV2f/dip0nh827ygiRRQ42GdtgjI3ISJgok5PIJhohkhGYIBDJJCOCAYMxMiZ9JshkJCSUNu/sTu7pXPHe749bXdOzcWZ2Zmck9TtPPVUdpvtW33DOeU+4Uqryv38jTXO94Zw7qYNvetMpISKP2aYgUPue/4KU8Fquwent2pXW+tv/4peseE3Ro6EzEvLAq1694p/fuvEmdfND9Y6uN5x3FzX10Y+u2U6znaTqDWefo6Y/+akly8ryv38jjcoZf897TpmsnfvmN1O5sVqEqlJ6A6r9L37JvJ585/PU+KXvOiWRj8dC89pr00yBife976Q+y7v5ZnXjvc7Xkb+vee0p6T/p++kmRHsuetaKrIvh1JS65eGP0KTTX/zlqo6Jw9Epn268572W5aSXcawOvPJVK+bgWCyiubnUQbnSpHc4Oal2Pu6v9T2ddxc187nPn3LdoY25b35zfp269NIljfNwelrtfMITUhtpNaMc1xu6RN0ao0vU3bEg41jNffObqRHeXjx3Pu6vUwGXKo8fu2JNFtTOOjQrLTSklGrsta9bcU+ejCK19znPTSPpgoMHV+RzF4u4o0jvLY981JJqVEkp1YFXa0X9xlUspn8sRLVa6gEdv+zdJ/15Ukp16G1vTwnZuf/49gq0cvmIWy215+nP0HPt7vdYVBps7Ptq7HWvn4+k+9KXTkFLF6L8ta/PR5WscM0zKaWa+dznU0PjT+fdRY1f+q41JRY6Ufnud+cJ0mVuBDDx/n9O19JTGR0ofV/tfPzfzBMbK2B0dRafX+2UtuNBhqHa9w8vTMflYolvf9++tBzBLY945CmNrFVKqWB8Ik2nXOm6bbHnLYii2/mEJ5yyNNcTYUEK1/0fsGSyLpydTftt15OetCq1HY+F5nV/TCMwVtKp1/jVr9IasLc+6tGq9ac/rdhnLxcyihYU3T/w6ksWnVJZ/sY8SXfobW8/pQ4xGccp2bMa5TNkHC/YgOqGc+6kDlxyifL37Fnx71oO5v7j22mfLXddCaem1C0PfZgmzJ7+jFNSw7kNf/fudIOlk5UrnRtV3PKIR57SaO/ONux55oW6DQ9/xJL0mQV6653PW/GNck6E8je+kRKEwYEDK/KZwfh4un7f/KAHr3pE+WJQ/upX0zmz/6UvW1TmkL//QJruetP9H7DmgSynGl2ibo3RJeruOGhee+2Cgvq3PPwRavaqqxZsztC68aY0Aqht6C1184aTQeV7V8+TdB/72Kp8R+x5atff/p2OcHj601ckLagdxfKnu939lISqHw3hzEya1rXnGc9ctIc+JRTOvfOapHEopVT1Rz9KibWTNTLTndFWace55SCq1dTeZz8nHduH3v6OY3rjWzfeqHY98YL095i9anXrJB0LMorSYsaH3rlym5XIIEg3rLjhbJ2S7O9fGcVwJZFG9Z5zJ1X5r+8t6X8708DK3/jG6jTwOGjdcIO64c7nqRvOPvkU2NpPfpIa4lMfu2KFWrh8xK1WSv786R73VNUfHp/4bvzyl2m0wC0PfdiKGSFLRXs83fzgh6xY/cOoVkt/ixvOvbOauuLjpzzN9USI5uZSeXvTfe+36JSnTpLvloc9/JRGx7TRJq9ueeSjVoQkbP7+92mNpj3PvHBV6yMuFVJKnXGQpD/e8ohHHlcfkFLOl904+xx18K1vXZOo9cavf53KytaNN63Y58b1+oIouj0XPWtdGugT73t/GmW8VN0p9jy1+8lPSUnjtdi5cvaqq1Jn3cnozu30zRvvdf6a7NjcRjg7m2Yq7X7a0xdFfB6xU/K3T75e5FIhpVR7nvFMdcPZenOok0XcaqUk+i0Pe7jy9+1bgVauDGavuirVj25+0IN13eqj9JOUUlW+d3UaqX7zQx96ylKp1xOWwhMJpZSiixVFtVqlp6eHSqVCqVRa6+asOVQcE01OYhRLmIX8WjdnRRDXG0x98IOUv/AFUAojl2PgHy6m/8ILMVz3iPcrpah8/euMv+3tqDAke897suXjV2AWi6vaztZ1f2TvM5+J8jz6nvlMRt/4hlX7rmDvXnY/4W+RzSaDL3whQy99ybI/q/ajH3HgH14IwMb3vJuev/7rlWrmkuHdfDN7n/o0ZKNB7wUXMPr2tyGEOOb7p6/4OFOXXw7Ahne+k96/+9tT1NIjMXbJa6h++9u4Z57Jjq9/DeE4S/6M+v/+lP0veAFIycgb3kD/hc9chZYuDyoMmXjXuyh/6d8AELkcpUc9iuzd745ZKhJNTVH/2c9o/O9P9TwtFtn0gQ9QeNAD16zNjZ//nH3Pfg5YFqd9+z9wd+w4qc9TUcTYK15J7fvfB8Ng+JJL6H/WRccdo2sFpRQT73gH5S/9G8K22fKpT5K/z31O+H/1n/5Mj8E4Pum15WQw9S8fZvojH8Hs6+O073wba2BgyZ/h797Nnic9GVmr0fukJ7Hh7W9bhZYuHXG9wdhLX0rj5z8HoPeCJzJ48cXYmzal7wkOjDHzySuZu+oroBTuuXdiy8euwB4ZXpM2S99n12MfR7h/PwPPfz7Dr3zFSX1eXG+w/7nPpfX732OUSmz+4OXk73//FWrtyiKuVtn33OfhXXstRk8PWz/5SbJ3Oe+Y75e+z4F/eCGNn/8co1hk+799CfeMM05hizXiep1df/VYookJBi5+AcMvf/myP8vfvZs9T34Kslold7/7seWKj2FkMivX2BVC87e/4+CrX0148CAAhT/7M/qf82xy9753uk4HB8aYuPRS6j/8IQB9Fz6Tkde9DmEYa9LmAy9/BbXvfY/8A+7Plk996qTlSVyrse85z8W79lqEbTPyxjfS++QnrU85JSUHXvRi6j/6EdbQENu/9lXskZET/59SHLzkNVS/8x2Mnh62f/nfTlq+LwdKKd3+H/4Q98wz2f61rx7VLjkeyl/+MuNvfRsIweaPfZTin//56jR2kfB37dJzvVaj9NjHsvHdlyFM86jvVUox9cEPMnPFxwEYfcub6XvqU09lc1P4t97Krr95AkQRmz/6EYoPe9iyPkcpxcHXvJbqt7+N2dvL9q99FWfz5hVu7cmhde21jF1yCeHefQCY/f0UH/5wMne9C2aph/DgQWpXX03r978HIHOXu7D5Xz6EPTq6hq1eGyyFJ+oSdauALlGnoaKImc98htlPf4a4XAbTpPDgBzP8mktwTzttrZu3bNR++CPG3/52ovFxAHoe/9cMv/rVWENDJ/zf5m9/x/6LL0ZWq2TufGe2fPJKrL6+VWlnVC6z+2+eQDQxQf7PHsKWj370mIJtpVD59nc4eMklIARbP/MZ8ve775I/I9i/n91/90RktUrf057G6Jv/cRVaujTUfvxjTRwqRf9FFzL82tceoUCrKGLyAx9g9lOfBmDoFa9g8AXPX4vmpojKZXb95V8Rl8sMvvQlDL3whUv6/2DvXnZf8CRktUrP3/0tG/7pn9alYl3/2c+YfPd78G+++ZjvKT7mMYy8/vVrRip0Yv8LLqb+k59QePjD2fKRDy/7c1Qcc/C1r6P6ne8gbJtNH/wgxYc9dAVbuvJQcczYy19B7fvfxygW2faFL5A5+6xjvr913R/Z96xnIRsNSn/9ODa++91rNgZVELD7gifh33QTxcc8hs2Xf2BJ/x/X6+x58lMIdu4ke497sO1fP7ss8ny1oIKAife+j/LnP58+5555JubgANHkFMHOnenzPX/3t4y+4Q0Y+bV1vtV+8AMOvOjFCNvmtP/8Ds7Wrcv6HBXH7H/BxTR++lNNfH36U2TvfOcVbu3KIq7V2P+852tiMZdj43vfQ/HhDz/yffU6Yy97OY2f/QyRy7H1yk+Qu9e91qDFGtX//m/GXvoysG1O+8a/L4swjOt19jzpyQS7dpG9293Y+ulPrflYPB7iWo3pj3yU2S98AaIIAGtkBPess4irFbzr/ghSgm0z8rrX0v/0p69pe4MDB9j1F3+JCkNN1Dx0+XKlkwA3e3vZ/NGPkrvnPVawtSuPuF5n71Ofin/LrWTOO49tX/j8CUng6Y99jKkPfggsi62fvJL8/e53ilp7JKLZWXb99eOJp6fpv+hCRl7/+kX/b/NXv2Lv3z8booihV76Swec/bxVbunh0OuyKj3kMG991KUY2u+A9stVi/K1vo/KtbwEw8obX03/hhWvR3BST7/9nZq68EmvDBk7/zreXtU7NfOrTTL73vWCabP3Up5ZlW50KyCCg/MUvMfvpTxNNTR31PcJx6H/Wsxh68YvWlf5zKtEl6tYYXaJOR7qMXfIaat/7nn7CNCGOARDZLJv++f0nJfjXAtLzmHjXZcxddRUA9pYtbHjbW8k/4AFL+hzvT39i33OeSzw7i3vundj22c9irvA46fSoOTt2sP2rX8EsFFb0O46Fg298I5Wv/zvW0BA7vvmNJUWdyFaLPU99Gv6NN5K9293Y9vnPrZuFfPaLX2TiHf8EQP4hD2b0TW9KjcLWH69n4l3vovWb3wAw9KpXMvi89aHcVL7znxx89auXbBTF9QZ7nvJkglt3akPo85/DWCd9cTQopWj+8lc0/vf/4d+6k7hew+ztJXveeRQf9Wjc0069Z/tY8HfuZNdfPx7imK2f/eyyla7JD1zOzMc/DpbF5g99aN2TdG1Iz2Pfc55L6ze/wezrY8uVV5I970hSpHXttex7znORtRq5e9+bLZ/65JqPQe+GG9j9pCdDFLHp8g9QesxjFvV/SkoOvPgl1H/4Q6zhYXZ8/WuLcu6sBZq//jVTH/4IzWuuWfiCEOTvfz8GLr54UZGQpwJKKfY/5zk0fv6LkyK+J9//fmau/CQik2Hb5z9/3Oi09YS43uDAS15M8xe6r/qf/WyGXvTC1BhsXXstB9/wBoJbdyIyGbZcccWaG3lKKQ78wwup//jHZM+/F9s+97klRY4tiHgaGWHH1766bufS4fB372b2s/9K5T/+A9VqLXgt/4AHMPy615I569iOi1OJyfe9j5lPfgpnxw5O+49vIWx7yZ/R2VdmTw9bP/sZMne60yq0duUR7N/PnideQFypUPrLv2Tje99zTGd3p344+ta30veUJ5/Kph4V9Z/8hP0vuBiALZ/6JIUHnjiTIDx4kN1PvIB4dlbf8/vft66cs9Xvf5+xV74KwhDn9NMZfuUryD/wgaggoP7jHzP1Lx8m3L8fTJORN76B/qc9ba2bjGy12PW4vyY8cIC+C5/J6BuWltlU/9//1f0oJSNvehP9z1hbEn8xUFFE42c/o/F/v8S/+WZko4E1OED27nen9NjHLipC9faMLlG3xugSdTDx3vcy+6lPI2yb0be+hZ7HP55g3z7G3/4OrfxbFls+fsWiBMd6QLB/Pwde+CL8W24BIej/+79n6CUvPsKbs1j4O3ey98KLiGdmyN797mz91CdX1Bs8+6UvMfH2dyBsm+1fueqUKkay2WT3k55EcOtOnTZx5ZWLiuRTSnHo9W+g8s1vYvb3s+Pfv77uQqIr3/42h97wRlQYAuCcdhrK89KUFpHLseEdb6fnr/5qLZu5AAuMorvdjW1f+uIJ+0MpxdhLX0bt+9/HGh7WqR/Dax+JdnvC+Dv+ifIXv4h7zjk6LXmJ0a5pVAprnx6+HMSVCvue/Ry866/HyOUYfdvbKD32rxBCoKRk7utfZ+Kf3onyfV0q4BOfWDelE6Y+9C9Mf/SjOgX2P7+D1d9/4v9J0maF47DtC58ne9e7noKWnhyi6Wla112HrGnSO3PeeYu611MN/9Zb2fX4v4E4XrRB2onqf/0XY694JQAb3/++dbV+LwYqDJl493t0KQ7AKBbJ3vMexLNlvOuuA8AcGmTLRz9K9i53WcumpgjHxtj52MehWi02vPOf6P27v1v0/0596ENMf/Rjei598Qvr5p6WAtlq0frDtYRjYxjZDJm73nXdpbLF9To7H/Vo4tnZZZe9uC2ue51oXPN/7HvOcyCOdUT3pZciLCt9XSlF+fNfYOLSSwFWJAV/JTH+9rdT/tK/aefQt7553Awe2Wqx5+lPx7/hT7jn3ontX/zism2c1UTjmmsYu+QS4qnpo75ujYyw8V2XLjmIYjVR/9nP2P+c54IQbP/yv5G9290W9X8LSmVc8ERG3/72dUWcdrE8dIm6NcYdnahr/N8v2XfRRQBsuvxySo95dPqaCkMOvva1VL/7Xxj5PNu/+tV1FelyNLSuu479F/8D8cwM5tAgGy+7bEUIRu+mm9h74UXISoXcfe/Llo9fsSL1VbybbmbPBReggmDNwr79W29l9wVPQrVaDL7kxQy96EUn/J/UI2kYbP30p9fc638s+Dt3MnHZu2n8VNc9AxC2TfExj2HoZS/D2bzpBJ9w6hGOj7Prrx6LbDQWpXBPf/wTTH3gAwjbZtvnP0f27nc/NQ29AyEql9n5qEcja7UlG6r+rbdq5a3ZpP+iixh5/etWsaWrh7je4MCLX5xGbrnnnEPm7LNoXfdHgl27AMj/2UPY9P5/XjckHSQpsE+8AP/mmyn+xWPY/IHjp8BWv/99xl7yUgA2XHopvX/7hFPRzDsUxt95KeXPfx7njNM57RvfWHT0j3fTTex5ylNRrRb9z342I6+5ZJVbunqo/fBHTFx2GeG+ffNPGgY9j3ssw695zbJqKq4m2ulcZk8Pp/3XdxdFArdTnQE2XPYuev/mb1a5lXdslL98FeNvfStGTw9nXP09zN7eRf9v7Yc/5MALte53W+6r6ne/y9glr4E4JnuvezH6ljeTOesswrExJv/5A1T/8z8B6L/oIoZf99p1RaTIVovdf/dEgl27KD7ykWz60AeP2r7OWrdmXx87vvbVBfVJ1xuicpnZT3+auW9+MyXs7G1b6X3CE+h7xjNOWQbRUnDwta+l8q3/wD3rLO2cPYGMims1XSpj1y6y97gHW//1s2ueUdDFyqBL1K0x7shEnYpjdv/t3+HfdNMxC2XLIGDfs59N69e/IXPnO7P93760btIbD0fzt79l33Ofh2o2ce90J7ZcsbKFs1vXXce+Z/09stEg/5AHs+XDHz6p30K2Wuy+4AKCW3dS+LM/Y/MVH1szpaHyrW9x8LWv0/XqPv2p4xblbvzyl7rAfhQxfMklDDzn2aewpctDODlJcOutCNvGPeecVd8Y5GTRLg4ssllO++Y3cLZtO+r7aj/8EQde9CJQitF3vJ2+Cy44xS2942DmM59l8t3vxhwa5PT/+q9FKZdxrcaeC55EsGcPufvch62f/tQCD/9tDSoMmb7ySmY+/gmU76fPG/k8gy98od4YY5Vray4HreuvZ8+TngxxzIZ3vYveJ/zNUd/n/elP7H36M5DN5qpv6HNHRlypsPPRjyGem1t09E88N8fuC55EuH+/jv7+xCdu03MJdKph6/e/x7/1Voxcntz591p3keltqDDUNR9vvJGexz+eje++7Ljv93ftZs8FFyAbje5cOkVQUcTuJ/wt/i23LKnWmb9rF3sueJLuq2c8g9E3vXGVW7q6qP3gBxy85DXIZhPQUauyVtMvCsHwq19F/7Ofva5IujZa11/Pnic/BaKI/r//e4Zfc8mCdqoo4tAb30TlW99a0iZP6wFKKWSlApa1Lsm5TiyoGX2CTbFUHLP/hS+k8ZP/hzU6yo6vfuU2k97fxYnRJerWGHdkom7uG9/k0Otfj1Escvp/X33MMOtwYoLdf/144krlpHf+Wi20rr+efRc9C1mvk7v//dj8Lx9elaiO5q9/rclAz6P4qEex6Z/fv2xj4dBb3srcVVdhDg1y2re+teZpSgff9CYqX/s6RqnEts9//qhF472bbmbfhRfqOiCPfayuA7IOlZ3bOpSU7LvoWTR/9Suc005j+799CbOnZ8F7mr/6lR6Lvk/vk5/Mhre9dW0aeweBCgJ2Pu5xhHv30fe0pzL65jcf//2dtZk2bNB1ztZhKuJyEJXL1H/yE6KpKeyNGyk85CHrnvye+vBHmP7wh8G22XoU48bftYu9z3gm8ewsufvel62fvHJZdZ66WBzS6J9SidO/91/HnRudm0fYmzez/atfWbWNnbo4Nlp/+AN7nvJUUIqtn/3MMQvwL6iZev692PaZz3Tn0ilCmra3yJ3KOzf6yJ1/Pls/8+nbRV8FBw4w+Z73Uvuf/9EbfwhB7r73ZfhVr1z36ddzX/93Dr1Rk6U9f/e3jLzudZjFIuHYGIf+8R9p/PwXYJps/uDlFB/xiDVu7e0Xac1oIbTOcIz03PFLL6X8uc8jXJdtX/jCbaZmaheLQ5eoW2PcUYk6JSW7HvfXBDt3LqqYfvV7VzP28pfrIvff+ua62gnWv+UW9j7zQuK5OXLnn8+WKz+xqrUa6j/7GQcu/gdUGOo6GJddtqTiyrCwZtVy6vSsBqTnse9Zf693+xoaZOsnPrGgXl7rD39g/wtfRDwzQ+Zud2XbZz+7Lmti3F4QTkyy58lPJhofJ3PuuWz+2EexR0ZQSlH9z+9y6E1vQnkehYc+lM0f+uDtQrle72j84hfs+3sdQbrt858jd+97H/O9C+r9fPGLXeVtjaGk1OlCV1+NyGbZ+K5LKT760QghqP3oRxx83euRlcqqbRrUxUKoOGb33z0R/8YbKf3VX7Hxfe89ptNn4rJ3M/vZzyIyGbZ/+d/InHPOKW5tF2101tHa/tWvHFFoXAYB+1/wApq/uEZvUvXvX+9Gl5xipDuVP/ShbP7oR445rxZsmjM6qjf6GBw8xa1dXcT1OtH4OObAwG2K3J/94heZeOelICVGLoe9aRP+rl0Qx3qTv/e996i7RnexsmgHMJh9fWz74heOsH2nr/g4U5dfDhxZPqqL2weWwhMtjQm4jeIjH/kI27dvJ5PJcN/73pdf/vKXx3zvlVdeyYMf/GD6+vro6+vjEY94xHHf38U8Gj/9KcHOnRj5PH1PfeoJ31989KMo/NmfQRgy/vZ3sF444+DAAfY9+znEc3Nk7nIXNl/xsVUnjwoPfCCbPng5WBbV//g2429925J+j/DQIQ79o47GGXjuc9YFSQdgZDJs+fgVuGefTTw1zZ6nPJWJ976X6tX/zfg/vZM9z3gm8cwM7p3uxNZPrC4Z2gXYI8Ns+fgVmH19eDfcwM6/+EsOvOzl7HnyUzj46lejPE/XBPvAP3dJulOE/P3vT+8FTwTg4BveSFypHPV9tf/5H6Y/8hEARt/+ti5Jtw4gDION776M/IMfjGq1GHv5K9j1l3/Fzr/8Kw78wwuRlQqZu96VrZ/8ZJekOwUQpsmGt74FTJPqf/4nc1/72lHfN/e1rzH72c8CsPGyd3VJujXG0CtfiXPG6USTk+x/wcVE0/NF4mWjwdhLX0bzF9cgcjk2f/QjXZJuDTD82teAZVH/0Y+o/Ps3jvm+qQ99iPoPf4hwHDZ/6IO3O5IOwCwUcM844zZF0gH0P/3pbP3UJ3HOOB3ZbOrN8eKY3P3vx46vXNUl6U4RRt/0JjLnnktcLrP3ooto/upXgI4aHn/721OSbvjVr+qSdF3c/iPqrrrqKi688EKuuOIK7nvf+3L55Zfz1a9+lZtuuonho+xi+PSnP50HPvCBPOABDyCTyfDud7+bb3zjG1x//fVsWmRhzTtqRN2+Zz+bxs9/Qf+znsXI6167qP8J9u9n12Mfh/L9deE5CCcn2fv0ZxDu34975hls/dznTqkwrn73u4y96tWg1KIL06ooYu+znqVr/t3lLmz/4hfWXc2/uFJh7DWvofGT/3fEa8VHPYoNl166rorF394R7NvH2CWX4P3h2vQ5YdsMPO+5DL7whbf5Ok23NcS1Grv/5gmEY2PkH/QgtnzsowuI0sY117D/+S9ABUG3NtM6hApDpj7yEWY/9el0R2hsm/5nPIOhl78Mw3XXtoF3MExfeSVT7/9nsG02/8uHKP75n6evzX3zmxx6wxtBSgZf+A8MvfSla9fQLlIE+/ez58lPIZ6dxRodZeA5z0HYFjOf+Qzh3n2a+PnYR9eNE/KOiHSTqWyW7f/2pSMI7rmvfY1Db/pHADa++zJ6Hv/4tWhmFyeAkhL/ppuIZmZxtm9bd7sN3xEQlcvsu+hZ+DffDIC9ZQvxzExaA3H4klcz8JznrGUTu1hFdFNfO3Df+96Xe9/73nz4wx8GQErJli1beMlLXsLrXnfinfLiOKavr48Pf/jDXLjI3TPviERdsH8/Ox/5KBCC07///SXtfDn1oX9h+qMfxdm2jdO+8+01i+SJpqfZ9/fPxr/lFuwtW9j2hS+s6MYRi0VnLYmBf7iY4Ze97LjvH/+nd1L+whcwcjl2fPMbOFu3nopmLhlKKeo//CGV//g20fg49pYt9PzN31B4UFfxXgsopWj+8ld4N9yAWSyQf8hDsI/ivOji1MD705/Y89Sn6ajGhzyYjZdeitnXx9zXvs7EO9+JCgIKD384my//QDfacZ0inpuj+dvfgYDs3e9+m4u4uL1AScnBV19C9bvfBcti4O+fRe7886l+72oq39DRQL0XXMDo29665BITXawe/N272X/xxYR79y143hoaYtOHPkjuHvdYo5Z1AXpe7X/u82j8/OeYg4Ns/cTHyZx7LkopZv/1X5l893tAKQae91yGX/WqtW5uF12sa8T1OhOXXUblG9+EOAbA2bGDkTe8gcKDH7S2jetiVdEl6hIEQUAul+NrX/saf9OxLfhFF13E3Nwc3/rWt074GbVajeHhYb761a/y2Mc+dlHfe0ck6tq1k/IPfCBbP/XJJf1vXG+w81GPIp6dZfQtb15U2uxKI9i7l33Pez7hvn2YQ4Ns/9KXcLZsOeXtaGP2C19k4p/+CYChV7yCwRc8/+jv+9znmbj0UgA2/cuHKD3ykaesjV100cXKov6//8uBl7wU5XlgWRiZDLJeB6DwsIex6fIPYKyzaNkuuliPUGHIwTe+kep/fPuI1wae9zyGXvHyLkm3DiFbLcr/9mUaP/0poMjd7/70Pe2p635HxzsK4mqVvRdehH/jjWDbFB74QMJDh/BvugmAvqc9jZF/fFN3Q7Auulgkoulp/Ft3Yvb24J51Vlcu3QHQJeoSHDx4kE2bNvHzn/+c+9///unzr3nNa/jJT37C//3f/53wM174whdy9dVXc/3115PJZI76Ht/38X0/fVytVtmyZcsdhqhTUrLzkY8iHBtj43vfS8/jFkdodqJNTJmDg5xx9fcw8qcmDVJJydxVVzHx3vehmk3szZt1DYdt207J9x8PafoO0PvkJzP6xjekKa1KKWY/9Skm3/d+AIZe/jIGL754zdraRRddrAxaf7ye8be/He9anZZs9vQw8IIX0P+si7oKXBddLAFKKWr/8z/Mfe1rROMTuKefTt8zn9GNzOqii5NAPDfHwTe+ifoPfpA+J7JZhl/1Kvqe/rQuSddFF110cRwshajrFiI6Di677DK+/OUv8+Mf//iYJB3Au971Lt72tredwpatLzR//WvCsTGMQoHiI5ZXjLTvSRcw+7nPEe7bx8xnPsvQi1+0wq08EuHYGAff9Caav7gGgNz557Pxn9+/btL/Bp/3PIQQTL7/n5m76iqa11xD39OeilEoUvnmN9MCpAPPey4DL3jBGre2iy66WAlkz7szO75yFeHYGHGjgbtjRzfVtYsulgEhBKVHPrIbad5FFysIs7eXzR/+F7w/Xk/rd7/DKBYp/PmfdVP9u+iiiy5WGLdrom5wcBDTNJmYmFjw/MTEBKOjo8f93/e9731cdtll/M///A93vetdj/ve17/+9bzyla9MH7cj6u4oqH3ve4DexXW5u3YKx2H4FS9n7BWvZPYzn6HvaU/F6u9fyWamUEox97WvMfmuy5DNJiKTYfiVr6TvGU9fdxErA899Ls4ZZ3DojW8i2LuXiXddlr4mHIfh176Gvqd1PZhddHF7g71pE116rosuuuiii/UGIQTZu5zX3X28iy666GIVcbsm6hzH4V73uhc/+MEP0hp1Ukp+8IMf8OIXv/iY//ee97yHd77znVx99dWcf/75J/we13Vx76C7uikpqX3/fwAoPfrkdmwtPvrRuOfeCf+GPzHz8U8w8voTb/axVETlMof+8R+p/48O2c/e615svPSd6yLV9Vgo/vmfk7v6e8x97Ws0f3ENMvDJnncX+p76FOyNG9e6eV100UUXXXTRRRdddNFFF1100cUK4XZdow7gqquu4qKLLuLjH/8497nPfbj88sv5yle+wo033sjIyAgXXnghmzZt4l3vehcA7373u3nzm9/Ml770JR7YsQ18oVCgsMhitnekzSSav/sde5/6NIxCgTN//rOTLnRe/9+fsv95z0M4Dqdf/T3sDRtWqKUQ7NvH/uc9n2DvXrBthl/+Mvqf9SyEaa7Yd3TRxWohVorZMGI2jJkNI2aCiNkwYi6K8aQklIpAKSKpMIXANQSuYeAagh7LZNCxGHJsBm2LEdcmZ66f6NFASipRTCWKqYYxtVjiS0moVHpfoVQIwDIEjhBYQuAYgrxp0Gtb9FgmPZZJwTROWYRpJBVzUcxcFDGX9MtcFDMXRpTDmJaUSAWRUkRK90vONMibBjnDoN+xGHVshl197rHMdR8dq5SiEUtmkjE4E0bUY4knJb5U+FLixfp+LSEwBVhCYBn63nstk1LSVz2WyZBjk10HYzGQknLSh+UwphrFxCg6NaSsaVAwDQrJOBty1tc8OhpipSiHMeUwwpMSmTynFEjABDKmQdYwyJiCrGFQtEzMNRqHoVTMRVHa5nIYU44i6pEkUopYKWIFEkXGMMiZ+ihZJkOOxYhjM+zY2Mb6nkeQ1NCLJTNBRCXS60UrlrSkxIslLanv1xBgIBACTPSaV7RMislYLFkm/baJs4YZAe11oS2jyslaGEiFRCGTPnOEXv/ax5Bjrzt5dCxEUqVj0ZMSr73eJWufAAwhMAEzWfsKlknRNClaBkXTJLNG9+lLPc7KkV7basm5GsU0YqnXBEABAsgnY6tomvRaJhsyNhtd5zbRT20opWgmsirVm0I912KliBTJeqL7LmMYZEyDjCHImgZ9lsWgYzFgW/Tb1rpYU5RS1JN5VoliQqlSPSlMZG6n7le0TAZsa13I2KOhrfu1dQdfKjwpiRXzuoMQqe7U1vGMNdST2uOqnOh6WueLU501VqR9kTVEKl97O/Tw9dofbbRiST2OacV6nWuvcV4sUYAh9DphCoEB5JN+KSRr3VrKotsCujXqOvDkJz+Zqakp3vzmNzM+Ps7d7353vve97zEyMgLAvn37MDoG1Mc+9jGCIOCJT3zigs95y1vewlvf+tZT2fTbBNrRdIU/+7MV2Y0w/6AHkrv3vWn+6ldMfeQjbEx2Pj1ZeDfdzL6//3vi2VnsjRvZ/OF/IXPuuSvy2V3cdlAJIw74IQe8gDEvSI3AtoFejySBkgvIoTYhZBsCV2ijsNfWymuvbSVnTTqULJOCqc9txdxNlLs2ARNJRVNKGrFWkBuxpNxBesyEccf1QkJuJb0qQ47F1ozDtqzL1ozD1ozD5ozDxozNBtcmv0wCu9P4nA4jpoOQ6eQ+9GN9zCRGeNtAXSmYgpQE6rF0//Qk/dPZZ0XLxBJa0WgrHJFSqVLiJQZzJVHCOkmDcqjJuWq0cu0G3e7Tsi6n5/RxWs7l9KzL9qxLwVodh4JUmmycXTAGjxyPbSNnJozw5cr693otkxHXZtSxGXHb5KUmlYcci0HHZsjR/XYiBT3o6LNKFDMXxVRCbaC2Sbhyx3k26c9GvLy+7LFMRhw9Zza4NpsyNptch00Zh42uzcbM8ufS4fBiuWC9mk3vRT83s2CMzs+vpfaWSO6r37bos+fPfcncaROtnWdLCAwxr7hLSEmnVkI6VdM+OJKIaz+uLbMfDsewY3FaVs+h9nlH1mVb1l01skEqRSWK0/Vt5phzKmIm0L9FsIK+8r6E+B5yLIYTg3AoIRrm+1GTDkXLwBZiwXxSCXnhS91vc6GeP5391V4rOsdfe16dzL2ULIMRR5NBmzM2mzIOm5LrzRmHDa69osZfJ4kzk8ydTgfY/OP51+ai+KS/1xGaPOmUS+05pJ+bdzr1Wial5D2mEMg2mabAV5JGJKnHkloUU4816TYTxkwHITPhvJydDlZuXvVZJpsSfWFL1mFbhw6xJeOsKhEZSqV1pXbfhPNjsd1vsx19ORtGeCsoq3oTZ8CQYzPsWAyncy157Opzv20t2tHRSonEzvuIF4zBznk2G8aEy5hnedNg0NbE40giX0eTNo8mZPmIY9Nvn1jGHgudul973HXqDWn/BPP3u5xxaUAqe3qTdS2VUdbCta5TfuWMhU5cmTgX9BGnc+nY67eWVXPL7INOlCyDUcdhe9Zhe9ZlW3LentXzaCXXOqkUs2HMdBim+vd0x72lsrhDtzjZeeMagqKp+6h4FH2hJ7GROh/nEx1XdjgNAqloxZJmLLlfb55e+3ZPWx2B231E3VrgjhJRp5Ri56MeTbh/P5suv5zSY04u9bWNdpQehsFp3/k27mmnndTnBfv3s+dpTyOemiZz7rls+fgVWENDK9LWLtYXalHMPi9gb8tnXytgv6ePA17AAT9YcWJlLdCbeEj7bYsBx6TXssiYBo7QZKItBLFSqWfSS4iLtoCeCiOai1COei2TDa6O8sqbJnlLe5pl2wuNVpzb3vlaHFONtKKzXIOtZOnIGE1wGjhJ9Fz7vkB7KgOpI7Z8qajH86TMySpPy0XJMui15hXFXlsTgjnDSL3ChgCpoBlLmlJSj2Jmw5jxIGTCD09oBA45FjuymmzYknHo71BGHWM+igPmv6OZKDiVDoKkrfS3owzmooh4GT9bxhAM2JoEKFpmEo0w78lvj8NOD3MjklSjNsmpSYClkH4G4Bp6HLqGgW1ocjWQilBJAqlOSsE0gN6kD3tsMx1zAq00tmJJrUOhX+x3tY1bTdw5FE0jvQ9LCB0RkTgGmlJSSUnGKL2eDU+O0C5ZBjnDxBSkkVmGgEixgJiO1olG2HaAtA2voqX7wxQCS4BA0DpsjE8GIZNBeMJ7GHEstiXG0baMy6Az73DJmyYGus8R4EuVGnKNeH7eznYYcu3H5WXOpXakaS6JvMh2RDhaYn7NbUdDNpLxV4tj6smcWu7IMIUmj0Df68lKSNcQieGsZZNjCAx0dJnR8Xs2k3uYDKJFjWuBJl83Z5yExNNk3qBtpZG7phD4UhNwbYK4GsUpST8b6D5q99dyHA4C3V+ZZP621z1HaMM6TqIH22tfI2nDch0BKwlLQK9lpcZzyWpHZibrQhK1qRQ0Enlej/VvdcgPqS/iHkYdm20J2bAt67A1o+dZT0Lm24Z2jB3uEJsL4zRCaYFDrENWVZZJlLqJrOpP5FXJMrGN+WhvE4EkcdJ1jJ026VcOoyXNCwMYTAg7K3FcGEJ/R5t0aMvo5Tq9soagZGk9ye7Qkdp6UZtsr0VySXqRJUijkkddTURmDIM2vaXQ+kWb2EoJ4oTQXq4OlumIAnQSuRh3zKO2g/tknYSdFOTJijpbCPqSda7XNlN53h7nkVJ4sUrHUzmKmApOvO6017oN7ryzL9XDk7VHdqwzfqKHV+P5SNlU509k1HJXn3SNS9a5jGGkjrh2FG6UOD3qybheLfznPc/kXj35Vfv8U4ml8ERdom4VcEch6vxdu9n1l3+JsG3OuuYXGPmVm0D7X/gi6j/8IcVHP5rNH7x82Z8TV6vsfuIFhPv24Z51Fts+/znMnp4Va2cXpw5SKWbCiMkgYtwPOeSH7G357PUC9rUC9nk+s+GJFbl+22RzxmGz6zCQGGhtz1vJMnGEwElIIitRfMJE8QmTtINKokhWOiIOapFMBaU2oo4vsCwBedNMjbQB22IgiX44/Lrf0a/3WRbWCqRfzIVRQmgGC4jNMT/goB+uiFHR9uAOOFbqyR1Izu3n+zuiB0423U4pRUsqKonHs51Kq6+jJLJqPsqqlqS/xGreuDIFqaHcNsRKHeOjt8NbmxI6lrkifdKMJXtbPjubPrtaPrc2PXY2fXa3FjeuTxZF0zhi/LUNm4Xj0WTAsVYkSkwlEUiarIyYSEjLQ37IVBAxlUSGTAVLj2Zpk6ftyJU+26LPWhgd1mdb9B82/xcbTdCOHjjkh4wnx8Fk/ox5AWPJeTHG7VJgCg6LGuiIHjgiCm6ePF7sGG1HJM6nAc8TG7NhlKTLydQYaKfPafI+SUtVmpTpTKdtp9Qe3t7OqIfeDqJ7uWtBO3pgvxewu+Wzs+mxuxUkZ/+UOGuONpeOdt025k82wk8m6c1TYciUr50xk37IVKjn0OEROYslPEqWkfZHfxo9bqVOgs5IlmNFrZwI7VS+9hwa8wPGvPnzAU/LpZWMjOpE5jASp9/Ra1z6+LC1sG+ZYzPuIO2qiVw63GlR6ZBb6ZFGxaqUSDPQJEE7Bb9oaQO+ZJkLZO7h55MtrVCNYsYSx+e+9pHoXntbK7/WHQ0C6LPNed1oQR8t7Lf+5H25kyyHESvFXBgzncynqSBKnAL6POXPP54JoyUTQI4QqeO1c1513k9fx+O+JawZbTnVjhKbCkImgogJP2Qi0HNuMggZ9/XrK4FcW/frWO/Se3GO7J+lyF0vlgvmR2dE72wHyXv4c8cjEA2gYOm0zbxpHHXNHrTn539fIquWutaB7o9q4qAY8wP2tAL2tPT82dPy2dMKVjTDpBN9SeptqocnEZT9C2TxfF/ll5FiHEmlSf7EqdWpI1SOcq51PG7EEsG8w0CgSfa2Tv6uszZz12JuVX6bU40uUbfGuKMQdbOf/wIT73wnufvdj22f/cyKfrZ3883sfvzfgFJs/+pXl7WzlFKKsZe+jNr3v4+9cSPbvvxv2MPDK9rOOzoaccy+DkEz2RHSXg6T2mlJfa4wqZ12eJSUbWiPpkjq8LTtyWZHSHotkkyHJ46UAE3Ebc24bE28uluSlM4tGYfNrp2GV682ZGKAhLIdxq0bbwpBwVzfNRyqUcxBP+CQF1LriCZpxTKtvWMK3X+lhGQrJoZCMSELbku1bNY7KmHEHi9gd9NnT8tnzA8XpHGGHbW7gDQyJ2dqBaf3MIKkf4HSr8/uOh6PMF9DrrMWXigVVrKOOMm5mKRSrFWNtcPRNm7bxN14QoR7ScRDrEjb7wgdVdBOpW+n9vSk0Zr63tZ7HcP1jHIYsaelnRN7E5KhnDhc5sKIppRp/T7VWQfPMMibJgXL6CADOoiBDqJgvc+ldnRKWt9KKZTS99qub+UYYk3rQHVCKcVMGDPmB2nZijEv5ICvy1fIRMeIVWLYJXULs4aus7aQWDTn18AkirE7n04eSinKUZzOqX2tYP7aC9Iak6HSTrFsEn2dSQzxng4yuJ1i3ybvOwnTnnW0th8NkWw7lEM9NlPnhUIIQS4hHdq1NfsSknU9jMFASqaCeYdZm9CLlFpAPuaSWq3tCK9iBwG0HuvhtetnNmNJ588sknqfGUOsi98fdFunkwjWg552/h3yw5TIausO7Sjltk3VzkRpR8m26/+2HePrpcZiFxpdom6NcUch6va/4GLqP/kJw69+FQPPfe6Kf/7B176Wyrf+g/wDHsDWT39qyf8/+7nPM3HppWDbbP/SF8ne5S4r3sY7EiKpuKHR4leVRnqM+eEpb4feDMFi1HHYmtZIcdia1EkpniIirosuuuiiiy666KKLLrrooosuFoPuZhJdrDpkEND45S8ByD/oQavyHYMveQmV7/4XjZ//nMY115C/3/0W/b+t665j4r3vBWDkkku6JN0yMBdG/Kba5NeVBr+sNPhttXnUkOw+y9SEWdZlg2un3s8+2yTbUT/D6qhZFcj5cyD1LkIS7XWU6Bop7d0x27uPDdm6iG/XK9RFF1100UUXXXTRRRdddNHF7RVdoq6LZaH129+hWi3MwUHcs85ale9wNm+m70lPovzFLzL5zx9g+1VfXlR4clypMPbyV0AYUnzkI+l75jNWpX23Jyil2NXy+VWlwa8rTX5ZaXBz0zvifT2Wyb1KOe7dk+fePXnOK2TvkLvwdNFFF1100UUXXXTRRRdddNHFauCUWNiNRoOvfOUr3HrrrWzYsIGnPvWpDAwMnIqv7mKV0PjZzwAoPPABiFWsxzL4Dxcz9+//jnfttdR/8AOKj3jEcd+vlOLgG99IODaGvXkzG975T+um9sB6QiuW/KHW1MRcVaexHq1g/WlZNyXlzu/JcVYus27q1nSxfPhRzFwzZLYRUG4GRLGucaaUQkpwbYOcY5F3TfKORV/eIe+s79pYSilaYcxsI2CuGdIKY4JIEkQSP5IEscQQYBkCyzAwTYFlCHKORcG1KGQsCsk9W6tcY8WPYupeRMOPqfmhvg4ial5E3Y9o+BF1LyKSCsvUu5valkHetRjIO/TlHAYKDiOlDD1Ze1XbulqIpWKm7jNZ8yk3Axp+TMOPaAYRjSAmliopKKzrVzqmQSFjUXQt8kl/lTI2vTmbnqyNvcZ1cbwwpp70Wy3pT8sQWKaBZQhcy6Ana9OTs3Fvg+n5XhgTxpJY6h34pNS1phzLwLUMHEvf51quEV4YU/Miql5IzYuoeWE6jxR6jQBwLYOCa+s571oMFV1KGWtdr2+LQRRLys2Q6brPTD1grhUQJ5swSKVQCmzTIOeYZB2TrG3qudSx/hlrELGulKIZxGm/VVt6/e6EIUTa1lLGopS1ydi3vXnURjOImKkHNIKIKFaEsSSS+mwIgWMZOKaRnnOOSTFjk7FPfT2zWCrqvp5PbRnVvvbCGEMITEMfrmVQytr05bSc6s87ONb6qlm2FEipmGkETFQ9ZhqBls2JjG4GMVGs0sL3QoBrmRQyWkYVk3nVm6z7Pdn1sfZHsaTh6/lW9yNiqbASfcgQgqxj0pO1ydrrW+frhFIqlU1hLIlihZGMR8c01mRdOx7a+mpbTlVaEX4YYxhJPxgCxzTozdn05ta//n08+FGsdfDkCGNJGCvM5F5t08AyRSqb1lqXW29YFaLu3HPP5ac//Sn9/f3s37+fhzzkIZTLZc466yx27tzJO97xDq655hp27NixGl/fxSlA81e/AiB3v/uv6vdYg4P0X3ghMx//OJP//AHyD3kIhuMc8/2z//qv1P/nBwjbZtPll2PejmsELhbtaLnfVpvJ0eCGunfELkiuIbh7Mcf5PXnu05PnXqU8g043Wm69w49iKs2QuVZIuRFQboaUm4Em4Rr6PNtMrpsB5YZWzpaKrG0yVHT1UXDT68GCy2DBSa+Hiu6KGFBeGFNuBszUg/R+Oq87ica5ZshsMyBYoR0dM7ZBISGEsva8UZtzTDK2mT7XSVq3SYBQKlqBJp1aYZwq9I0gSsm5YAV3xytlLDb35djSn2VLX47NfdnkcY5NfVkK7qmdw50E3ETVW3CerHpMVH0max5TNZ+V3MgxlxgXPVmbUnJuH52GUvs1p0MZVEpvHOCFkmaQ9FfSf9oo1X13pLEapeTcUvo055ipETtQcJI5pOfRYMFNnxsoOPTnnBUljmOpqHlhuk7MJWtCuRkkR7jgubnkff4i5paRGKrt+XLEuT2HHJNc+/nD5pZtGqmhFUlJECuCSKa/e80LqbYian77sSZ2akvsg8ORtU029GQYTY5NvVk29mbT88beDLk1kIdeGDNV85lpBEzXfGYaPtP1gOm6Ps/U/ZSYm20GnGzV6UIHcVfMtIkx+4jnihmLYvJ8xjYTI1mTTVGsUmdE2mcd151kavscL2MxKGUsRnsyjJQyuu9KGUZ62tdZRnsy9OXsVTdw20TjTD1gpuFrWZXIq9mG7rvZxrwMm2n4eOHyxqpliPS3L2asBdftvshYBq6t51PGNrThm2xoIJNzLBWNQBNObSdJp7Ook+huBMvfdVwIGClm2NSXTWSTlk/t88bezJqQV0pp8nGiquXTRNVjvOoxUdEyarzqMZnIrWgFBVXWNlPnUk9WO5p6s04qn9LH2XknlGEIVEK0q6T/2jpF2n9BtGC+tfuxehRytbnI/rRNkbazPz9PvHYefXkndR725x1yJ0koRbFkrhUyl8ihuUS3nWsGVJLnyx3Xcy39nrofHXfts02hSVTXopTVa1oxIfxLGZtSVs+jUsYm77bnjp5L2UQ2WYZAKj122vMoTEjP9vzpdLRWD3MapfJqGWueZQh6cw6jPS6jJS2PNvRk2dBe73oyDBczZJ3VnUtSKmpexEzDT/Xzto0xm1zPJHp5+7XDnS4ngnakaf27TXjnXZPXPOYc7rThjmfTr8pmEoZhMD4+zvDwMM94xjPYvXs33/3ud+np6aFer/OEJzyBoaEhvvSlL630V68L3N43k5Cex033vg+EIad//79xtmxZ1e+Lq1V2/sVfEs/MMPCCFzD8ipcf9X3NX/+avRc9C+KYkTe9if5nPH1V27VaCLyIZjVAxgolFZZjki3Y2JnjC8BASsb9kH1ewE0Nj5sbHjc1PG5seMxFRy6Uw46lo+VKOmLuLsXsut6JdL2g5oXsm22yb6bJeNVjthGkBlO5GdAMYrxQe5C8UKKU9uyZidfZMNARXYk3yTIFpqGjUUxDYHc8bns4g1hqr1SoI8P8UBuuc61w0UrX4TAE9Oed1MtrGHoHKYQgiGQa3VT3oyUbFUXXojdvk7Mtso5J3jXJ2hauZaS737aVzjCWNDrIkWYQU22FyzYOHMugL2eTc6z5iITEq6rQRmQoFbGUhJGiGa4OgbYY5Bxzgec971gLosZMQ2jjN1aEcZtgCVLDb6554s1c+nJ2h2GUZbDg0pdz6M3Z9OUdepPIlM4IDkMIQikJI214B5Huo2orotIKqbZCqp4mhidrfnJoA2emvngCzhAwWHDpzzvkXUv/Ho5FztVKsSbQ9DgJYkk9iQCo+3FC2GgCYD2hTWJkHVO3O5JEUkd1VlvhkslJIaAv5zBYcBjIuwwWXfpzNo5lzK8TpkAgCOKFa0Qj0P3VNmoqSb+thNZnGgIBK2rErgSEICWX2kSGlci1tvgMIpmSEW2jaTHoy9kJaacJvE29WUZ6MpQyC4mrrK1JfMPQkWBCQBjpCIpWGNMKYlphtMDZUG7q+aQJnnlibqnrYOd46c06qcxpOxWCSOKFMc2gfeg1PozXvh8tQ1DK6n47PJpHdkR11f1o0fPIsQxGSwkBW8owVHQXkI0FV0epGYmsNQTzMjftL0krjKmkzrDkaMw7xRZDZB+tbUXXWhBRoskARRC3o0/m19+13vrPsYxkrNvz65xt6l13pSb//EguIFhOREYIAcNFd4GTaWNvlv58IqMSWVXMaHl+LKdFnMipqhema14lWfNmGj6TVZ+JxGk0lZwXqzu15dRAwU1Jg5xrkXd09L3uF02k+ZFMiLEwXWPa7Vnr/jsc2iFpYxki6T+ta7TCeNnrumsZC4i8rG3qNUiIRA+GMFYdOnKMF8WpjFrsWnx7gSFIifb2XIqlznDxQ01aLsUBXUwixIeKLsOlDAN5R2fGJA6YvGPhWMaCbAWBHrfNoL3eaT287fxvy6jZZL1bjlOlDdvUkYJmQnp2RumfCP/+wgdwz619y/7u9YQ13/W1k6g7/fTTueKKK3jkIx+Zvv7zn/+cpzzlKezbt2+lv3pd4PZO1DX+75fsu+girOFhzvjJj09JOG71v/+bsZe+DAyDbV/4PLl73nPB6+HBg+x+8pOJp6Yp/dVfsfF97133YcIylozvqjC+q8r0gTozY3WqMx6Rf3TlwbAE9mAGOejSGnSYGXXZ12twMIw46IdMh8cWcK4huEshyz1Lee5ZynGPUo6tGWfd/0ZrAaUUkzWfvTNN9s402D/bZO9sk70zTfbNNpltBGvdxCNgCBIPrENfbqH3s6+tNOUWXhczi09zavgR03WfqVpy1LXiO51Ec0zVtVE5VfdXLKoNtOF2uAe3fW99CdHUvs/e5L5PJl3Dj+LUO9r2jM4b1nFq4LbCGC+IU2Ox/XUCMAxB3llIUKaEXGIg5juU/JNBM4g4UG6xf7a54HxgTp8XQ+StBtqGzUgpw3CiMA4X9eORkstwUZ8HCi7mSaaktCPEUuPsaEfzyOeiDmKi3X+ZJLJLH4lB5iQkjJsYqAsiiuaN1sWkDra90W1DX5P88xFSM4edVyJC6lgouNYCQ7g9p3o75lZ6nXOSlF0jdTi055iUKiUG/SjGCyVelMyThJBqEx2tQM+neYNAH81kPjWDmEhKLMPAtnTKt2UKHMtMf+9Sxk7JgnZERLsfSgnZvdQ0p1YQM1H1OFTxGK+2ODjncajSYqysr8fmWsuKQl4pOKahidok6nJgFSIwvcOiR9sRiwsiSY8RXepH8gjHk2saR0R8Hd5n7b5sR7UsNq1TKUW1FTFR8xivzEdCjSeRUYcq+jxdP7WyOmMbDOSTfkhk1UDeoT/vMpBEz+rnXPoLS0tnk0kEXGd01OFRig1fp6J6nXMxSVnXhPE8EWkYpGUf2uvc4dGUpQ5CrpCxlhz5JqVithkwVm5puVTWcmlsTl/vn20tOdrGEDp927F0lGAQ61S65XIHxYylIzGTY7THTa9HSprcHSycfFRze+2fa3VGg4VUmoc9TuRVO1KsTfAlPtSETNbpqflEr2g7twru/DrYGfV6tAjMgmsdMyW5HSF6eNTaTGeWRkfUVNt5uJK6Xylj0ZvIpt6cdigeeW3Tk02I3KMS3lqnC6J551Xdj1JHY7WlHTVVr/O5kIavyUMv1GS9JhP1ODM7CH0h9JrXjvwqdMyjY659mbYTST9eTASiF8bJ7+8zXtHr26FKi0Nz89cTVX/Jc+lkUHAt+vJ2ura1y7G07Yv+vEN/Qa9/vVmHjGNgG8dOQVZKO6ObwXzpkEbilK0na9sjzh2hP3/sjLrbEtYFUTcxMcHQ0BCbNm3i6quv5rzzzktf37t3L+eccw6tVmulv3pd4PZO1E1/7GNMffBDFP/iMWz+wAdO2feOvfoSqt/5DmZfH9u+9EXcJHU6HB9n30XPIti7F/fMM9h+1VUYudwpa9dS4Lci9l0/w55rp9n7xxn85tGVf2kLYlMQA0YocY6x/gYmHBi02DNss3vEZqbfYmPO4ax8hrNzGc7K6+OcfKYbLdcBL4yZrPrsLzfZM9Ng34w+a3KueUKB15932NqfY1NvloEk0qUtpPKujhzL2CZuEp0US7XA69x5hFISx/OvtSOo2l6mWCncpA6Ua5lpPahixkpTJoru2tQWOhxKKaqeJvUqrXBBCmgz0ApT24MHgBA4pphXNp15z19/waHo3vbrRq0lql54hJHUGcHTjnxoK7JH85S2je+8kxjU2Xnjujdrp6TbcELADRdXhoDrQpOQOpXEZ7qmz1M1n7lmSLhgndCGanttaK8TnWlW8+lWOor2tlw3ai1Q9UIOzrXJuxZjcx4H51qMV72UuGoTKMeKTjMNQc7Wqb8Z26A3mzhPEmK0P+fQm3cY6iDjBrrr4LLhR1rOj7fJu4rHdN2n5s+TjXUvwotinRYqO2r5WYKsPZ8Cl7VNSllL99FhzqG2kboWqdG3ZSil17cDHTJqf7nJwTnviLTHpURpH176oC/nJKmB886jkVKG4ZLb7bMVQpvca5N47VRIL4rTeqZtPdgyxHxqqa3TtEsZO3UU9WTtrv6wRLRTuXWJkfnyIu36v2lKrh8RRJIkCBSVRIK6tpE6lds1THuzDv15O13vOp3it+X6oOsBS+GJVm2FevjDH45lWVSrVW666aYjiLruZhK3XTR//RsAcvc6/5R+74a3vZVg1y68G25gz1OeyuDznwcIZj71KeLZWayNG9jyiU+sO5KuOt1i97XT7Ll2moM3zyE7NA6ZNZnZ6LKrKNhZEswWTOpZg9BaKKTsSLE1EuxowoaqZHA6JD/m4Xgxp01EnDYRwXUt7IzJpjN72XR2gc3nFBkYLiBWUeCFQUxtxqM+6xF4MXEYE0cK0zZwshaZnEVpKEuudOLoPT+Kde2hxNCJpFxAaLVrQrQV6bTeSiL8O2uv1L15T1k72ma6Huj6IzXvhJFGhoCNvVm2DeTY2p9n20CObf05tg7k2Nqfo5i5bRbwX20IMV/TpIu1RyljU9pgL7quRzt9SCqVeqXXAwF8R4VpiDSNhdG1bs0dG6WMTWnU5pzRE8+lOJVJ87LKNo1ukexTDNcy2dKv63V2sf4ghGAgSSm925beY75PSp2OGSbpwO20YEPoTZba6XS2qZ0TXZl16iHEfGRZd76degghkig9m9OHCmvdnC5WEKtC1L3lLW9Z8LhQWDhovv3tb/PgBz94Nb66i1WGiiJav/sdALnz73VKv9vI59nyiY+z/0UvwvvDtUy+933pa+4557D5wx/G3rDhlLbpaFBSMbGnmpJzswcb868pRb0YcfOAz3gpoO545PwG2VqDHVNN7hO2KAnIGwY5yyBvGBQzGUqFAplcDjeXJ7etl+I9Bsj3bSMKc0zu8zl48xxjN5fxmxF7rpthz3UzAGTyNpvO7mX0tB76NuTp35Cn0Ocu2jsfeBH1WZ9a2aM241GbaVGd0dfV6Rat2uJS62zXpH9zAXdDFr/PYSKj2JVEsR0oN6m0wmUXV14uXMtgU0LGbRvIs30gx7bBPNv6c2zuy3UjTrq4w8E0xKoXI+6ii9s7TENg0iULuuhiJWAk6YVddNFFF3c0rErq6x0dt+fU19Yfr2fPE5+IUSxy1jW/QJin3qiTQUDl61+n9uMfIxDk/+wh9D7xicfdDXa1EEcRfqNOdbrM3uvGOHDTGJO7JwhadZRqomQLpZoERgtFCytsYaiVJaTsTJbS4BDFgUHsTB9xlKNZc6lMW8RRHmEUEGK+n0zLIFu0yZUcMnkbw9J1A4SA0I8JvJjAi2jM+cdMze2EkzEpDmRxcxbCFPhS0mhFtBohUTPC9OQRJosnFLdaMTc6MXssiWrX+BJQSIqdtmveGMkmC2ZSlLtdI2JBvZWkXoSRvK53dlpYG2Kw4Ka1SEZLGUrZbjpRF1100UUXXXTRRRdddNFFF6uPdZH62sXtE61r/wBA9m53O6UknVKKZjWgMtXCq4fEZzwMznwYbtYiKtgEoSBzEjxdGPj49TpevYZXr9Nq1NJrfe68rtOq12jVqkS+t6jPPzwR0Mnlyff0kC31kiuVyJZ6yJV6yRZLWM78u5WCOAzwm02CVgO/2aQxV6Y+M01tdgavXiP0Wswc2MfMgWNtziKwnCLCLCLjLCEuXtVl7qALwgVhAwYCAcIADHTxghhFhGWDkwEnK7BdMKyYUEV4MqAZBlR9jwOHfHzfJw4DLBVjqpgYg1iYxMLEEBYGGbJmgZLKY5HjTkaJc71e3J5+tp8/yrkP3MDGTcVu2kIXt0soKWnVazTmyjTn5mhWykRhqMliITBNE7dQIJMvkikUKQ4MYLuZtW52F12sO4SBT6taoVWt0qzM0axWaNWqoBSGaSJME9txyZZK5Eq95Hp6KPQPYlpdlXetoZQi9D1kFCNljIx1PVgnk8F2M4huLd01QRj4tCoVGpUyzcocjbk5WtUKcaSzJpTS9cfdXA43X8DNFyj2D1AaHiGTL3Sdnl10cQzIOMZr1FFSB2kIIRCmiZvLYRjdDIYujo810Voe8YhHsGvXLnbt2rUWX9/FScC77o8AZO96l1X/rsCL2PnbKfZdP8PYzeUTplm6eYueoRw9wy6FHomd8bGsFobpE7Y0uebVNOmmr6v6XK8TBf7JNVa4SDNLM5OnUiwwUyoQFopsGujn7OFh7rFhmC2Dg+RKPWRLJUxraTW8Ks2QyZrexSyo+8i6T9AMCbwWQaVMVJ1F1cqYrTnsVgWzVcFszmE0KggZEQVVoLqsW4sAr3Ls153kWCxU8pltBFWDP46VuP7bvRQGhtl89jZ23OMMBjZvomd4BCeTXVa776gIfY9mpUKrWiH0PeIwJI4j4jBECAPTsbFsF9t1yZZ6yPf2dgmhZaJNvjXnyjQqc4mBU154rszRnCvTrFZSRW2xyPf20TM8Ss/IKH0bNtK3YRN9GzbRv2ETdua202dh4NOYnaU+N0vQahL5PmFyKBkjDBPDNBCGgWU7uPk8bq6QGIV5MrkClrv4lP2lQsaxlgu16sKjuvCxV6sRhQFKSqSUKCkxbRs7IRncbI5cbx/F/gHyff0U+gcoDgxSGhha1/3VjgyPwhAZRcRRRByF+v4sC8OyOs42lm1j2o4mxU6yT5RShF5LO8BqVVrVCs2aJuBa1QrN5GhVKjRrFZqVCqG39I3IhGHQMzRC7+gGekc3pPOob+MmioNDtxmDKWhpZ11jrozXaCCjUPdXGCLjGGEaWJaNYdmYtu4r281gZzJYjoudcfVjN7MixKWSEq+h+65Z1XKnLX+atXkytd2vrWolJeeOBst1yff0UugfoNA/qOfP4BA9w6OUhobpGRpZ13OpE23yK/Q9ojDUsjgKkVGMMASGaSaHhWGaem45Nmbadw6mbWMswyku4/iI9axZqdDsIOKa1fnHwUls7udkc/SObGBg8xYGtmxjMDlKg0O3GeJVxjGNSplGuUyzOkfoeQRei9DzCD0PkiwOYRgYhomTzWr51CmnCkXcfH7V1xIlJV6zoW2Ytk3TllHJddBqaRkVa0JcSYnlZrBdPf/dXJ58by/5vn7yvf3ke/so9PVjrUFm0rHQKRu8Rj2VTTLWZ4RIZFF7rjjp/dkZd8l21mIRR2Gy1s2veVpWVVOZ1arNP/YadY61fbuTzeLmC+R7+ygNDlMaGk7XuZ7hEUpDw7cJ/bzdV+3xKGWcBH+IeWe0ZWkZ5LpYjoPlOBhmN7PpRFiT1NePfOQjTE9PH1HL7vaC23Pq667HPQ7/llvZ/NGPUHzYw1blO+Ymmvz26r3c8usJomDesBUCCv0ZciUHyzGIA4/a7F5alUP4jSmknEXFVVANYBnppcLAcnKYVhbDzKJwkbFDHDkIkQGR0WdDn71Mjn2DeXZvKHDrRpe5gsk5+QwPHyjxsP4i9+7JL2mnVS+M2TvTZNdUnV3TDXZPN9g1VWf3dIPyCTY/OCaUIitbFKM6xahONm7iygBXBjjSx5UBlgoxlEKgMJTEUBIlRBoNFwuTGJNYGESGRSQsbMehmM9SKmTpK+UYLBUY7i+wob9EfymHadvIOCYOQ6IwIPJ9WrUazWpCZpRnqUxOUJkc1wL3OMj19CYCa4RcTw+5Yg+5nl6ypRKZQhHLcbAdF8txsVwXwzBQSiXKiUJJSRT4BK2WPvwWYfvaaxF689ed57DVJPA9glYLFcd6AAqBQBt9TjaLk82lZzeXx83lyeTzuPkCmXxBK2+J97n92MlkF628KqWIwkATBm2jtdOArSQKQWWOZrVKszpH5C+ddHayWa2o9Q9S7B+gODiUGEkDFAeGKPQPkC2WTqlAPZqhkRInSQSN32zMG0BhQByGKKUQpomRKNTCMLQxZFmYpqkN2PbjThLCXHgGiAKfKAiSwyfwvAXf79XrqCWmstuZArZbxLTzgEWiy2AYCik9ZNQiaNVOaDgV+gfo37gpJe/6kuueoZFlGXbLgZKSVq1KbXaGevsod1wnh9eon/R3Gaap51ibxEvnlp53lqPnvmEmfZ6sA1EyLqIgIApDgmYjcdBox02rXsVvNE7cgJOEjpIcpDg4lJQqGKKYlCwoDQ5R6BtYkX6LwjAx4NpHLSEZk8dtJ1Vy3apWCVrN5X2ZEFi2o40lx0kJPG00WfrsOBiGkZJ/eq5GOoq9oaPUj0fcHAuGaeHmi9huAdPOYzl5QCCEQhjaHSSjBn6jRqNSJg6PLUNN26ZvdCN9GzfRv3HzPCG+cTOZwuoX5pZxnJL7Rx6zmlRJHoeLjOJfDAzTTEg7d57IS0g9bUxpoyqOomT+JGuh76eEwHLWwE4IYaBQxzRkj4ZsqYeeoWFKw6P0DA2n+kHP8AilweFVIxvaMqkthzWBPLfg8fx5eYTy0ZA62Cw9z8wOErata3XKqSgIljWnTcsiW+rFcotYdh5h5JBSr0kCMCxABQjhI6VHozxNszJ3zM+z3QwDW7YysHmrnlejG1Oi/FSSDzKOqZdnqE5NUpueojo9RXVaX9fLs9qpVq0saQweD24uT6ZQSIg7fc4WCum1layJwjBTmSWlJA4DoiBMZJbOpPFq1ZQIb2fz+Cc5546HTLFEIXEyFfoGKPT3J+fk6OsnUygsmQRTUhJ4rVSHSwmu9nVCMup1ZT6LScYnLr9zLBy+vtludoGjIl33ksdCkJLpUaidH4HXSnUFL8m0WjapLcSyxli+t4/S8Ih2NI2MJtej9I6MUuhfGb2hjcMdZ5ok7eyTjmCXBRlny5PjwjC07ZYQd6Zpdejveo5oe0nx6ItfxtC2HSt2r2uJpfBE3Rp1q4DbK1EnGw1uuvd9QErO+H8/wR4eXtHPr816XPOtndzyy4l0LesdyXHm+cNsPqefwS05xm+9kVt//QsOXH8dU/v3HmfRE5hWHkQepbIJuZadJ9yM7DzxJrIIIwMce2dSlTEp91nsLMChXov9QxazBYO8ZfKQviIPHyjx0P4im06QfyulYmyuxe4OIm7XdINdUw0OVlrHXcNLGYvBostg3mWw6NCbc8gm25tnbRPHMnSqrFLEsdJnqfQOqrEkkoowloSxJIoVodTPh7F+XiqFaxlkbJOsrbfnzjkWgwWHoaLLQPK9G3qyK7arp5Qx9dkZ5sbHGd+1jz1/2MnkngMErVmUrIBaOaNkvUCIJH2kQ9npHHdxGBL6nj48f1kKmWnZuPkihuUihJVELFkIQKkQpSJkFNCqVojCYHGfadsUkwiHwkBC6A0MURgYJJPLa0GbGHeWo+eSkhKlFEpJZCwJWs3kaBG0mvjN5gICstPYadVrK6Y4rzYyhSK5nl7yvX3p2ckW8ZsO1VnB7CFoVky91ogTK1WmbTCyw2V4i6TQ6+PVpymPH6R8cIzyoTGd5ncMGKZF78gofRs36faUesi2j2IJJ5NNlSLL0aSKUgoZx2mkWOR7+M0mfpJuHzQbNKsVGmVNHNTLs8l1edGKtOW4FPr6cfP5JLIng+24CMPoiFCLCX0fv9kgaDbxmg38jpSR1UYmX9AOgGKJ7OFH4hgQhk0cKlAC07ZAxKjY1+RFs0GjXF5AWNZmphal2AthkOvt1eR/Jps4ALJYjo4kbHulhRDIWP9OUdCOTPTwGw1atepJkQM6ekcT1aalPd1xHKcRDDKKlqWML/a7M4ViOl5z7SNxyph2nsacydykYmp/RHk8WpTjwM1bbDqzh+FtJqWBoGMuHaB86CBz4weP6yzKFIrke/vI9/aS69HnbLEHu91HmQx2JnuE4aqUTMn90GsRej5Bq9kRIbj8tc7OZMn39pIpFFPSpu1kUDJeEL3VJtZOVqacCG4uT6bY2X8dZT16erEzBVo1k3rFIPQsvLokCiVCGAgBmYKBm1MUegWZfIiMa8n8maY6NUFlapLq5AR+88SketuwLQ0OkykUdT+5GZxsFrvDUdYeP+103NDz0vkUtJoLomTSyJglwrQsPT5se0FfKSmRSbSTjObnWNuxsFJrXqZQ7FjDesj39JLr7dVyqqcXO1OkXjaYOaSY2O0xfaCu0x4WgeJAhs3nFBnarHBzdcoHDzC9fy8z+/cyM3bguLKh0NdPcWiYQm8/+b4+HdXV10e2UFroBM1kMRLHWXsNVFLOj2lPj2uvUdcRg4kzuFmp0JibpTo9RX12ZlG/pzCMRGb24uT0d9tuJo3mVkkUtZQy0V8a+I2GllP1+oqS6IuBnckmfVtM+1mfi7i5fBqxKQwd+Rx2/GZ+s65l1dxsKteP58w4HIZppWuf7brHmFO+XvsSWbVcmJaFmy8sWOdM00RBGgwQJ2te6HurJqM6IQyDbLG0QL/KlUpkiz24+SKh79BqWIS+TdC0iSIHGWkb0MlaOBlBrgT5HkW+R2GYrYREnkzXu8rE+KIIdzefJ1soaXK4WMLJ5rAsawGp39YbZBwho5g4jghbLbxmg6DZwG828Bpa3zqZ38+0LDKFop6zinknjFKpwycM/GXp9k9523vYdM65y27bekKXqFtj3F6JuuavfsXeZ16INTLCmT/58Yp9bhxL/vCD/fzqP/cQ+XqB2H7XQe75qK2Mnt7D5O6dXPuD73HzNT/Dq9cW/G/PyCjD209jYNMW+jdupnd0I4X+AfK9famXwauHzE02dX27RojXCPHrIXEkk/VDgQLLNbFdE98S7CfiJlPyC+mx21a0nCTsBTg7n+Fh/Zqcu89RouaUUkzWfHZPN9gz3WD3jD7vmW6ye6ZBEB1bYShmLE4bKnD6YJ4dg3l2DCXnwTw5545RX0dJxcFb57jx54e45df7CL05lJxDyRpCeLi5ENsJgBYyaiFlhzHSFgBCaG+MEAjDxHIdbCeDaWcQhgPYKGUjY5MotAh9AyVtEA4IByHs5Kwfp3X7dAsTIROACsiWBIUeyPVApiAxjBC/UU8EXx2/Pn+9FEWoE4ZpaoWgpzc1YNvGrOUU8JoW9bLB3KSiPKGIgsWlpPVtyDG8LUP/KPQMKYLmHNWZaeqz09RmNMlQn505rtd8VSHEQkOjgzTJFku4uTy24xyhkGhlOp43hmI5TzakpEOcpCFFmoyIwuSs36OUWuDpa0ebtNvQNkLb3uU4kozvqrD/T7Ps/1OZqb3VI3SRQr/LwKYCxb4M2ZKDkzFREqIwpl72qU63mNxbI2gtNHA2nd3Lne6/gdPuOYztmLTqtZS0Kx8a67g+uGjidcUgBLlST+pxL6aeeH1kin1EQYZ6WdGshjQrAa1GgJLommKWQaZgky3YlAaz9I3m6R3OYiW7z7Y9vH6zqSOwEuPIT0g8v6HnVhSGqLTPNemHECkZaSbRXk42S7ZQJFPUim22MG/odHqmm9WA8V0VJnZXKI83mZtsUZ1uER9ld2o7Y1IayNI7kmP0tBKjp/UwtLWImewc7TcbVKenqM1MUZue0uTDgsczJxU5cESXJEZE22hrj9lMsUS2bdCl80nfe6ZQWFTKlpJyAaHQjrRqG0pRGBAn0Yvt52Uca/LPthdEA+nv1d99eISNVw8Zu6XM2M1zHLy5zMzYkQRNaTBDsT9Dvs/FdnT6dBjEePWQ6nSLufEmUnZMQgGbz+7jzHuPcPo9h3GzFjKOqU5NMnvoAOWDBykfOsDswTHKBw9QL8+edF8sFsIwUpL/aEeut49soYc4ztKsKlq1kKAV4SdrhWEKLNsgW3TI97oUel1KQ9kjar6qxGAKfe8IsmM+JX2esIp8HyNJWeok+NvjqHMN7ES97HNo5xzjOysc2llh+kAdJRdvbuRKDlvO7WfrnfvZducB3Jz+fK9Rpzo1SWVyPDlPUJmaSK9XKortmBCCbOKYWSCTe3rSeojpuacXO5MljlS6pmudBNyshWEeO7I+zUiIQuIgSKJ8woXzLCFjdcmAhbIqU9BR/IdH2wRexKGdFcZuKjN2U5mpfbUj5FTfaI6BTQXyvS7Zoo0wBCho1QIacz4zBxuUDzUW/F+2aHPmvUc4534bGNpaJI4i5sYPMXNgL9P79zI3fojy+EHmDh1ckQjrpcIwLYqDgzq9cHCI4uCwjnDuHyDX24dhFGjUDMoHW9TLHs1aQKsWIGN9k2ZbThUdeoay9G/I078xT77HTb8jjkLtMKnXkmjhJOKo0Xmup2uidmDqOo2GaXbIKb0+OjkdNZ7tkFVtMiZbLC6Yc34rYmpvlcpUi+q0R23WI/AiQi9GxgrbNbBdi3yfS8+gllUj20tkCvozlFJ4jTr12RkaszPUOiPjy7Pp9clGHtpuJtHfdBmgXKrP9aT3OS8XimQLxZQoDYM4tRFBy13LPlJmxVFI6HU6J7z5NS0hDuef89LHoObJ9ERWpfpCh6zKFEtkcvmUnPRbEYdunePQzgqHbp1jYk8VGS3tN8rkbTae1cv2uwyw465DZAp22ifVJPtobmKc6tREeq5MTq6o3tAJ07L0fXaMv8P7JVMsJjWVC6mu0XYsHg8qJe20g7MdCRwGfqq76fO8Ho+ADWeeQ7ZQXJX7PdVYF0Td9PQ0n/70p/nFL37B+Pg4AKOjozzgAQ/gWc96FkNDQ6vxtesCt1eibuYzn2Xy3e+m8IiHs+XDH16Rz6xMNbn6yuuZ2qcJuA1n9PCgC85kcHOeG3/2E377X99mYtct6fszxRKn3+s+nHaP89l49rkU+vpPug1TQcgv5hr8rFzjZ3N1bm0u9PxkDYOH9Bd4WH+Jhw2U2OjYTNY8Ds61ODjncagyf94322LvTINmcGyPhGMabBvIsWMwz2lDBU5LCLnTBvP0548d1XdHROjH7P/TLHuum2bPdTO0qkcnIdycRSZv4+QsTCuJPlEQ+Npo8xrhUQ3sTggBuR6TQr9BpiCwMxLLlViOQkmQEuJA0KpBq6qoTSv8ozi77IxgaJvF8Haboe0ug1scnIwFCOIoxm94BE2PoOUhE9JWqQipIl2vywLLNrAcA8MWmLbAdAEVE4cR5QnJ7H7BzH6L8phNc+5o0Y2KTNHHLfrYboRpK/39oUXQsmiWM0T+QgVHCMXAtohN5yg2nSso9jsIw8YQNioWNCstmnMNmnMNGuUqjXKFRrlCvVwmbHlp6k2YpN7oz9SEKUKHsdvZTBqF4mQy2NkM2WKBbKlAplggW8yRLeXJFHJkijmcvIsQCoX2BDYqEXPjMc25mGZF0apKogDiSCBjgWmC6RhYjiBbMMj2mORKJvkei0KfTaZo6/YgEGLhef5aE7w6EjDs6JsQpeLksTaQKhMR4ztjJm6FqT0Gcbhw7hYGAga31xnYVqV3UwXT9VAyQhEjMBGGhRA2hrB05KPQjxuzeSZ35hm/yWXmgEl7W2TLhe13cznzPkVGdhQwTU08m4aLEA4Ci3p5RhMO4wd1/aHD0oVDr7UgTaodTWSYZpoqbDkObi6Pk2undOfIFktpPZtCX0cURG+fjhBREqUiGpVWYgRWOLSzRmUqWHSERudc7B01GdzqMLTdZXibQ8+Qi2FaSf+YSSSOCcJEHP4cZtqvSkUoFSJlgFRh0o/RgsdxFFCZDJjcEzO9TzK9V1GfPd46rDAskNGx32O7gg1nOmw+N8eWc4sUenMIw8EQNoahnQG6zZpYbiQlATpT8MNWiyjwE4eSBKVQyYYJ7UgPO0n5d3P5eQI7mwNBMl7j5DfQ11JG1GY9pvc3qE4H1GYC6jMBrbok9CWhJ1ESDBMMS+BkBJmiQbZokOsxKA2aFJMjkzfSKBf0DErmEvPnBa8t6OX0NaViGmWPyT0+E7sDJndFzI0fOWhKwxED2wIGtrXo39LEyfjp/ETJdL0Sho1huCBt5sYzTO1ymLjVYmb/fBsMC7ael+fM+/Sz7dwBLDuLYbjJuNEIWk0qU5Pp5i+NpBZlq1bVxl2rmUTMeWnR/QVjIKldaGcyOjonk5l3tHQQPJlCHreQQQiZ3k8UBMwcaDK5t8XUXo/p/QH1mXhJNrJhQe+ITd+oTd/GDAObMgxsypItOsnYmz/m55U+9Hxuj53OI0ama6GeS1EcMnfIZ2pPwOTemOk9ksbcke3JliL6Nvlke0LcfITlCP1d0sSvW7RqJtVJi8qkQMUdfWXCpjtlOO3uRbae14ObzWAYTjKPHAzDSsaRwqvXqExOUE3IO7/V7ChvoaMblZTzS1Li2JuvbaUjhJxslmyxJ3XItKNn2oS+Np1k+pu0aj4Te6pMH2hQmfSoTvvUZgL8hiQ+mtEu9AZdmbxBvs+gNGBRHLQoDtqUBi2KAzamnWzylcikhXJKdIzV+Wspg/lDBXgNn6k9HpN7IiZ3SWbHBEounIu5voCBrU0Gttbo21LHzXsodP8LYc3LJ2NeVsnIZWZfjolbXA7eaOHV5z+zb4PFmfctcsb5/eSKOQzDTQ4bIQxa9Rpzhw5Sm52mkaSetlNQ/UadoNXS/ZacjzbozXbtxSSF0c3nyfX0HUGYFgb6KAz0kivlUETJ2I2oz3qM3dzk4M0txm8N8OrLM4XzvSbDO1xGdmQZOS1P/8Ysptle262jnI+UGVrXiA5bq6PD5t/8vIvjkLnxgOl9AVP7Qqb3SapTaslyFqA0aDJ8msums/NsPrtIpphZIKN0n83rijKO09p98zX82tlAnQ0QHSmnSTp9EkU/f796/nTOIxlHVKY8pvc3md7fYuaAT3U6xGvExEfxc1uunkOFfpveYYee4Qy9o1n6N+Qo9OUwDAvDsNI+OB50u+bXtXkdYV6HUCqiPuczsdtjclfI1J6YuQmO+O3dvKRvc0C+NyDbE+HmBIYNhmES+QZBy6Ixa1KdNJk7JIiC+XEhDBg93WHbXQvsuFuJXCnbsd7N94mUsS7f0Vl7vV4jaDVTQr9N8Cul0pIv7bqYTiajN4ZJdLz2dbZQxHTspF+OHJNew2dmrN0/HrWZEK8h8RuS0J//IQwTnKyBmzNw8yaFPptiv01xwKHY71IczFDoczFNbR91jp2jXZtmLl3rb+tYc6LuV7/6FY9+9KPJ5XI84hGPYGRkBICJiQl+8IMf0Gw2ufrqqzn//PNX+qvXBW6vRN3YK19F9bvfZejlL2fw4hec9Oft/O0kP/zcnwi8mEze5oFPPIPT7zXAn/7fD/nlt75KZXIC0Mz+Gfd5AHd52KPYcu5dTiofvxxG3NLw+H2tyW8qDX5bbrC/7iNCCZFEhBIRKjYaBhuESZ8ycCJFpRky0/ApN0PmmgEncgybhmBzX5btA3m292bZmnfZmnPYnnXZ4FoYsUKFEhXEqFgl9c8Su8UQCMtAuCaGayIyFoZrYuRtjHzi3VxF6PpuPlK2iOPkSK5lci1jjzhuEktPP7fgPR6xbKFUTCq9kmVGdUgzkd5whyHXVkDpNP4Mne6gBK1ygep4P9XxPhozRVpzOULPZbGwMlXs/DR2fio5dxzZMsJcfMi3UhB7JbzKFrzZ7bSmzqQ1czoyOqz2ipC4PWNkB3bilg7iFCewixNYmQqGeXRvmJImkV8grI3g10YJqhvwZrfjlbfpyL8FkLg9B8kM7CI7sJNs/27swtQxP7uNyCvSmjmd1vQZNMbvjF/ZvOB1t3cvxU2/o7j5dzilgyyGP26TTfr3mVfClgqlIGr14ZW3Jfe9Fa+8jdg/ufVUGCFWroydm8HOzWLlZrFzs9i5GX2dnUOYIQiJECBjCxlmiYM8YXOAsD5IUB/Bm92GN7cVdVhfm26V/MifyI3cQH7kT9i58km1FyBs9FPZ8wAqex5A2Jh3cDnFQ/Rs/zml7b/Azs7v9jJvvLqawGsTeYaTGksolaQkSKSKEajEMJNo5Uzv+iyPaTjME0CR79CYPI3m5Nk0Ju5EUN10xD2Ybg23NIaVm8XKVDHdGsLQc03FNnFQIPKKhPVh/OoGZJg/4jMMu0G2f48e5/27yQzsxnKXF5kRBzm82W16/M+cRmvmtKN+p1MaIzu4k0zPfuziFE5hEtOtYliBJpAVqNghbPYT1ofwK5uSzzyd2F/o+c3076aw4ToKG/6A27cfITR5Pq98H66IW4BKCRPa/aNk2lfzz8eHHVHyvxC1ejvm0Ta88vYj2rZcGHYTpzDZsY7OYOen9dpmtzDtJsIKNNGsDKS0if0CkVciavURVDfgVzfiz21eMLY7f//c8E36GLwZK3NykThBfZDa/ntT2Xs/gurG9HnTrVLa+n/0bL+GTN8hTNNN549hZpJ5k9Fzp43DVGe1wFKTKJkQ/B0Gnja0wwXn9vqopElrdjvNyXNoTp5Na+Z0VHxkKQ1heTiFKazMHKbTxLA8EAolTVTsJL9tL2GzHxUfXTZa2TJu734yvftxe/eR6d2PXZhOxuTxoaRJ2BjAr27Em9lBq7wdb3Y7Mswd1lCJ27Of7OBOcoO3kB3cuej1UMYWrZnTaRw6j/qhuy7oK2H6FDb+geLm31DY8MdkLprJmnfYIZyEHLeS3mmvcSpZAzvnU5t46yS35WHrXXLE0JrbgJesHa3ZHYT1kePflGh/rybeFvErYOVmcYqTOIUJPc8KU1huDcNp6rllxKhkbsVhjtgvEnk9BNURgtoG/Mom/MrGI77Pzk+TG7oxnVsnK6eUNGiM35nKngdQP3i3eR3FiChu/D09O35GfuR6hKE6+mmhfDI6DqGL4YFSyPaap9plNHQ/CUMl5FWQzK9gAUmpH4e0ddA4zCQy6lyaE3ciqG04rH9inOIEbs9YuoaZbh1hhNrpEc+vXUGikwX1EVALf1vDbpLt3002GfPZgV0YVqeD2Uj0JAOQSHliHSls9eDN7tDzbXYH3uyOI/VMwM5P4ZQO6bU4NzO/PhgSFTnIMKP1mIaWVUFt9LDfQJLp301+5HryozeQ7d+TyGkj6TM7lVXa0WR06Ax6fOs50r6WQNxB+sepzGqPm6A2msilrXjlrfhzW496b8uBYbVwSoe03t1zELd0ELd0CCs3uyh9Vin0fKqN4M9tSXSF04maA0e81y5MkBu8lezgLeSGbsEuTC7qO0CvqV55G43xc6mN3RN/bkvHq5Ls0C0UN/+W4qbfYufmAJI1z17QJ3q9m3+ODj0h1ceVRHG4vnD4Ojc/JiOviDe3FT/pH6+8lbCxgmWvRKR18AU6xAym08CwPAzbQwitK97nQZczOHT74I3WnKi73/3ux93udjeuuOKKI7wHSikuvvhirr32Wn7xi1+s9FevC9xeibpbH/Vown372PLJT1J40AOX/TlxKPnZv9/KdT86AMCG03t45LPvxP7rr+GnX/48tZkpAKxiicxDHkXrng9iLpOlFsULVGEDgSnAEgJLCEwhsATJWdBoBeydanJwpslM1WO2FuC3IoQfa2IulCxCLz0qLEMwnHMYzdqMOjYjlsmIYTCiBJsjwWigMJsRshkumadQIia2mijTR5oBygjmz1YAWYnIKcgqREaiMhLhSJQTgx2jrBisCGXGyER5UR0e1gXKzNGeU6c4de4kEQc5olYPcZAnDvIomSh5AgzLx3TqmG5dK7jW0e/tSEN5XtkXJCl4KP25qZKvr/USqpVHGStas8PUJzfTmNxMY3oLYaP3mG0Xlo/pNBCGRKDJyDjIIsNj73RruT7FkRlKo2V6NlQojdZxMiKJzrLSiBIhrOQz48QQ6TQ8pPYaSh0dJmVAa85hevcos7s3Ux1fqIC6xRlKW2+guOk6sv27Ufip1/HkYRI1h/DmEmVtdiut2c3E/lGKuAtJpmcWt1jFzTdw8k1MJ0SYIYYRIWNBHBnEoUXYzBE0C4TNAkGjRNQqsDgDaf67DlfCD4dhhRRHD9Gz6SB9WybID9QwMEFaCGUiYhOkoc+xqaPolIXA1MqSiMCUKEOCEeuzGaPMCCk65q30iWOf6qFRpm85j7m9584b8UKSH7me4ubfUthwHVYHabcaiEOX1vQZmlCYOhuvvO2w30ni9u4nP6wNwezAAexs8yjRBQsjDTRhr2s2hc0c9amNNKc205jaTGt2Myo+MnLUypa1cVKYxMqVtXJntzDMEKUMTQ6FGU1e+CXC+jBBdQOR13PEZxlWQH5oguLIIQojkxSHJrGcSPejMoC2cUVibMQoEaOERBHpWnUq1tGWcUBzeoi5/adTGzuL1uyWBd9lZuYobLiO/IY/khvYuWJ9FrV68MrbaM1uS4yfbcRe75FvFDGZnoM4pSnc4ixOYQ47V8dyQkwnwhAgpYmUBrGfIWwViFoFgkYPfrUfvzZA2CixpPl0IghJtm+CwsgBiiMHKY4cxMkECCyQybxRJkKaEBsIaSKw9JFEVSojRhla9ikjSuZXjBQhigCpfKT0iSKP5swAszvvTmXvPRcQl05pjJ5t11DYeO2iHRTLgYpNvLkt6TxqTp9xJPHv1MkN7iM3OEZ+aIxs3yxO3ksiRMyUbDoamSulwq+X8MpDtOZG8MqjeOVNBPWjZ7MI08fKVBIivY4wooRcInVWxH6RsNkP6khnqZ4/BymMHKQ4MqHnj60g6TM9j5I+S+a7ItJkmaHXQmVIPY9ElOolcRzQmu2lvOdcynvuQlgfXNDm/OgfKW7+HfmRG7AytSPatRIIWz20Zk7Hmz6N1uxp2mF2FBLVKR4i07cXpzSBU5zBLU5jZVpYro9pxzpiWWj5EAU5Yi9L6OXx670EtT78Wj9+dYCgNoiMFu+APBHcYpni6CGKoxP0bJggW/ARykZICyENiAXE+iyUoZ2jykSvyRJlxol80gemfk6ZEUp06pA+QUswu+tOzN56T7zyvPPPypYpbfsFxU2/J9O/Z1Gk8MlAxhbezGk0Js+hOXEnWrM7Fo5bIckNHKCwYReljbvJD01g2QbzkVcGJLrTEc6RRI+KQovG1AYak1tpTG2jNb3tKI7aGLfnIE7xEE5xInH21DDdOqbdok0kKmknc6xA1OolqI0Q1EfxKxuJWn1H3J9h+eQGD5IfPkRhaJzC4CRONtQ6hrASvTXpP6JE34j1dULGhC2b+tQwtUPbqR08E7+ykLwUlkdu8FZyQzeRHbwVt/cApr28OnwychLieFPqePUrm4/ujDADMr1jZPrHyPUfxO2Zxs42sbNeMo8MXTIksAg9h7CZxa/14VcHk2OUoDYE6ujRV4blYeenMZyGJjNNn3bAgEwI2TgoEDX7kNFRdHEhyfZNUhgZoziq1zs35yOUBcpYKKuUiU7wkSA0SYZo63wq6ZN25oaeR95ckfK+s6jsuzOtma0Lvjo7cCuFjX8gN3wzmb69qcPzZDHvHJ8nTL3yVqLW0bPW7PwM2f4xsv0HyfRMY2U87IyH6USp4zeOIPJdYt8l9HKEjV6Cep8+GgNalsjFR8g96h/ynHm3+67I/a411pyoy2az/O53v+Occ8456us33ngj97jHPWidxHbg6xm3R6IurtW4+d73AeDMX/wcq+9IwbEYVKdbXH3lH5ncqxWqez56KxvPbPLDL1xJY/ZGzExM3ONy445zuXXLnWiYBWYZoEw/8nhhy0ohqiFG2ccoBxhzASJYHENmCii5NkXbpGQZlEyDXsOgB4MeBaUYekJFKZD0+JIeBL1aHC7q8xUKlQuQvTXi3BxRtkzozhHZZWKrRmzWiESN2KgTiRrSWOYOfKsAoWwM5WJIF5GcDekk50zynIOhMhjKRUgHU2QwzCyGaSNMgTBNhGMg3CQyMGMl1waka3Q7wkfNXycRP2mkQno9T5TNpzl1pJQZNkbitRWpZ72DiDv8ceIZBJBKEsqQIA4I4oBQhsQqTmL8ROp4aF8bwsAUJoYwsAxLn4WFaejnABpzPuO7KkzurepaVxO6XmK79skxf3uhizX3jeZ1OP/mLH1bXdx+g0hGBJFP0PKJWgFRKyD2I2QrQvoRyo9RXowIlG6rIXSkpmmAKRCOgZG1cbIuTi5DppAjm8+TKxVw7QxePWT3tdPs+v0U+/80u6DehmUbDG8vMXp6D32jWXqHHYqDJpYrIUkt0e1vkzFGkkpl0KrF1KZDqjMB5YMtpvbXmT5Qx28cSfgJAX39Gfr7Xfp7XPqLNj1ZE0Mo4ihGJvXnlFQ6Icg0EKaBYRoIy8CwTP3Y0gWVJdDyIxqtiGYzpt4MaTRC6rWQRj2kUQ0Ij5EebdsG+axFIWeSd0x6sxa9jkFeSJQXpweLXHMWA2UCeROz4GCVMtglF6NgYxYdYsdk74E6t9wwy/jehcbp4JYMI6c7DG21GNiicItRQvj5KRmPEEmkqqH7p32Nkab/goDIoDYJswcUs2Mx0wcksxPy8GAiinmD4V6T4aLJYNbCiQXKU0gvhiAhsxVJ6ibaQWIAlgDbQFgCLANhGxiOqQ9brxfCMVGWQaUZMV0JmCn7TE23qFZOzqGQz5gM5G0Gsgb9tkERIIhRfgxLrC+TwhSIjImRtTAyVnr2DcGhis/YlMehiSbRYZ+f6zEZ3GJTGjYo9AvyfTFONsbJmTgZvXuxigUygqCu8GsKryapzyhqszG1WcncdEyreWS7hYBSzqQ/b9GXtehzTEqGwIgkMpAgFQujwZL/s/Q8EraBsM2Oa31IBPUwpu7FNPyYhhfRSOaV58UEoSQ+yhrn2AaubZC1DYquSdEWFE1BryGwwliPmROsjcuCJRAFC6vkYhZdzIKNUXAQeYtDM01uvbXC/ltrC9qcLRqMnGEwsFnSMxpRGgmwnI4UpaOl8yYnQ+ioBoFF3BLUJqEyrpg5IJk5GDM7FSEPs7Fc22C412Go4DCcMykIdOS9HyODWPdVx1xKYeoo/PZc6uw3PZdM3YeOQSQEc42QuXrIbCWgPOdRLgcnlEedMA1BMWvSl7Pod016bUFRqWT+yJXpv4yBUbCxii5mwcEo6IyC2VbMvrE6e3dXqR22BvSM2IzssOnbJOgZUZSGIkxbRy+Srm1i4fqHAKXTQaUvqc9AZRwqE5K5ScnsuKR5lLRIx4b+Hov+gkl/1qQ/o9c96SsIVZot0U4aUGnmqpbH7bVO2KbuK8tAOHqeYQl8BfVWTK0ZUmtE1Boh9UaIH0iCICY4TNa055VrGRQcg6JtJPNK4YQK5UfLCW5fHLIGZtHRfVV0MIoOZtGhEsTcsqvKzj/N4rfmB3umYLDpbJfh00wGNisKAwmRnsopHcXWKZcA3X/pY5FGFQlpEVQMZg/AzAHF1L6YqYMhh9fEL+YsRnodRvI2g66BHSukFyH9GJXMr7Yams5sgZZTqaxK5JRrYTqWznxx9NxSlkHFi5me85mc8ZiaatE4im6zVAiglLPoz1n0uwZ9lkFRSVQgk3Yv8QMtodud6dDJMxYeMF4NOFT2mJjy8I+iz+R7DXqGTLIlyBbBzRpYtqFLziCIfEXkQdCSNCqSZlVSr0jq1aM30jKhN2fRlzXpdUx6LYM8ChEm93cMiiJd4xxzfq3reBybikYYU/FCKo2QSiOiUo2oVZdWPkCgdYVS1qQ/a9HvGPRaAiuUHeNm8Z93TDgGRs7CzDsYOQsjZ2PmbZpKsX/KY9+BOpPjC21DyxEMbnXpHTXpGTYoDioyhRi3oNc9YRgJcdvWwQVRS9CcUTRmJPVZRXVKUp6MqcxIAv/oP0wxa9KXt+jNmPQ6Fr0W2BJUJOncMCJNfxba1miva0aiS9DWKSz9ujIFzTCmGUQ0vESXaMY0WhFhKAkjSRiqtLbpXzz3XDbddWU3sVwrrDlRt2PHDt72trdx4YUXHvX1z33uc7z5zW9mz549K/3V6wK3R6Ku+dvfsvdpT8caHeXMH/9oSf9bLpc5cOAAe66d4cA1MTIUOIUmpz30FmYr/0XWOUCmx+e4PBwGgb0JzzmTlnU6Tc6gKk9j14TNzgNV9h6q0fKP9CwUXJOhjM2wabJFCc4IBBsjKEaKYgwlBFmOpnAfH0bO0mmoeYO4WEcWKkTZOUK3TGTNEprTBEwTxFME4SSxXAb5lmxogDG/qYGBk5BjNkZsY0Q2IrYwwuQILIRvIQIz8Zba2rsjrfnH0sLouF74nuT12EFIB3EUz/lKIhIxTcen6fp4bojnhgSZCD8TE2UlYVYiM4lSa5tgCWJLEhsSSbJTZJIeoZQiiiPiICIOQmQQI8MIFSpUGCNCIFIYocCIFGZkYsUGVqzPTmxjS4uMdHClg6PmI3g6DdlYxPhGiCcCfCPAb5+NAF+EhCLEN0ICERIbktCIiMyYyJAIA0xhYSkTO87gxDncKIetbFxpY0oDE4mlJDbgxjaZ2CErXfJxlpzM6CPOkFUrkx5wODzh07BaNE2fluXTMiMqgUOzmSOo51DxMcaEUNrbaSfEWTvZKDaQkUDGhk7TOdq/AkUDei1BrynoSQ7zFNZrVEoRoZV0HR+Z6Odw1Loyx0MgQupGk6bp0TBaNMwWTcMjTkL429SIqQwy0iWrXH2WLj1RgaI8Mg3zWKjHin1RzEQoqR6lZpplKnIuZF3IOGDbAsdC+9sVCKmQMdr7GUEYCLwQmhE0YjiamZEzYNASDFoGg5Ygu8rp+EdDKBV1qWhIaEiFJyFUilDpvmvbxaYAVwhcA3JCUDShYArsRfRpKEKahocnAtRhESCmMnGVTVa62Grxu2DHSjETKSZCxVQkqa2w8Vw0oNcU6VwqmTrCfC0gldKcjUipX4wltKUlPJqmR8vwaRoeTUPPo6Y53ydGwoAIwFE22WR9zMkMeZmlNypSkLkTfRWgx9TBUDEWSmYidRT7S+FakLEFWRtsE0zNq+jgMx18QxRDkBytGBrH6GNbwIApGLQFQ5ZB0Vj6WrMSkErRlOArhS8hUDoOpz3ibQS2AY6AnCHIiMW1U/eZRys5+0ZSuxSRVsWwlUVOZnS/yQxZ6WIsIlJTKUUlhkOhZDyUHIMHwDbANfVhaX8Vhg400nVnJYRS0JIK7zjWUMmAfsugzxL0m4L8GvVVG52m21LaESNpJjKpYbRSGdXuq0hEKKFoV/ETCFzpkJFaD8kol1KUpy8u0RsVMTmxjhgrvd4dCGOmoiP9IKahyLuCrAs5FzKuwLYEtqkwUQgdaImSEIYQhRAE4IWCZgh1qcfv4XAFDCVyasgW5NZATjWlohor6vG8vAqTedb5OxhCrweOELhCy6i8oeVVzyLX8JbwiETnD6G/wFLmkvVFpRRVCdORZDpUzMXHnx+LgSug1KHf9a7BPJJKUZfgSa0rBImMarfASPrAEeAaun2L1UM9EdAyPLxEXnmGj2+EGEpgKhMTE1MZuMohH2cpxNkl9UtLKg6FkqlI6xDhcfrDSO6lLXdjdXRdrhNtPbzHFPR06A+L0ZVOBVpP7+PMu5y31s1YESyFJ1qVqnyvfvWref7zn89vfvMbHv7whx9Ro+7KK6/kfe9732p8dRerBP+mmwBwzz5rUe9vNpv87ne/47e//S0z07MUK9vI+JsojP6R4vYfUtz0JzAU/R1RxSEu0hog6/SRM0xU6BMFVQI5BSLCDffjhvvp4Yfp/2wRfWzr2coesYVD1S30VndwTtjD3TA5A5OML+Cou4J3LDyWwEzqv7UPM2ej8hFRdo7InSWyZwmMaQKmCOIp/GACzx8nDGZY4E6Jk+MoCJRJXVpUpEE5UsyEMbUYGlLQlIKWhKYUNJJriUALWp9j3MTRIcBwDHriAr1RUSu/uGSSI4uLI2wMQ2CgPcqG0h5mA0FMTCQksYiJRExEnF63zzJV4xbCQOAom4x0ySTKXUZmKCQGU29cpCcq0BsXycksljIp+TlK/uIMqS6ORCAiPNPHswJ8M8C3IkIrIrAiQkv3mSEFQgmEBEMaOJGFG9m4kU02clPDFiCjXDKhy8DhhXsFqIJWcmYjRblD+fQVoARxYBGfINApKyBvCgrGPClXNLUy1DYWGobHdGqca0OvZfh4hk8sNEnbPisBEompDCxlYmFiKU2G6qPzOnmMvjaViZ28biojGeNSj3sRpeO/ac4bMm2ioE0atA0ezwwJHf27C8vAMR1sw07Ptmnrx4aDbeqzIQwdwSkDwjiJ5JQBURBiNMFuCXK+S39Uojcq0ReX6Iv00Z+cC6bLuabFua5WPicjRTlSzEbaeI1iQbUJ1WP6Co6vhBlAwVTk7BDH9rEydUKnkfSRt9AYNz2ahp/+NlppDZBCIoSBZZi6XFnChtrSxJImtrSwlYUrHVzVXjfc1EDMqIXX82uLi6sceqWFFPKIsRGKSBuiwmfK9PGEn4yjpJ1me2y178NPr8OkHzv70DEdBIJYxcQy1mcVI2KBGQpEqHAjh4LMko+z5GWWQpwjJzMU4lz6XPv5s+Msbpwl8jPUYyMlHZuJEREepT64AdhCYRsK24yxrQjT8hF2C+nUCSyPGcNnzAjwRICXzBvPSK4Pey5KyONOHlIgsJSJqxwcaeMoO712lY0jbSyl++zwoz3HJFL3SfucXHcaMa3k927P7TZx0EyeM00z/d3TedPuC8PR18m8EggiGRHKMD2HMsSLPHzfw2mZFPzs/NxJiAY9r5JzVGSb4bLNNYiVYjZSTEeKSqwNVV8J/Aj8CCpLTAixhCJrKrJWgO14GJk6gV2naXrcZHj83vDT36F5mLGXrn1IlNAEmmEYumYXClMaOMrGURZ22kcOrrJTp5MrHTJKO6Hcjtfc5LmMTMb2YXMoFjGeEaT9dHgbG0ZLE6mHrZHSUliWfcQ62D4LBJGK0nkUySiJFA8wfIXjmWmf9CZ91ReVKMZ5SulR4Cwrx52yNoHUxutMrImRWkIsJFVOqB93w/WOAuhA3pRkrBjHDjDtFsKtE5g+FcNnomMutZL55Ke/S8fcEnpuGSSyt61tKYGNqfsn6QcncdQ5yRzLJGdLmRgY2shXBiZaxoGYl08iJiYmFDGBESSOoU5Su0XDmHcY+SLAMq35+XOYjHKMI58TiAUyyo99QhnSCpooL8ZumfRFRfqinlQu6XMP/VEPfVGJjSLHRsdAJo6KtpyaixWxFFRbUG119sdiWKGF78kakpwd4zoellsjdGrULY/JdFzOry/zsryVjOWAmBjT0BkRSmgHsKEMLZ+khaMszNjElbZ26CrtXGvLorazLaOcVAfOdjzfn5DQsYiJWSiv/GTstOdVWfi0TI+W8GmZbbnkp/Kq7bzonJedziTLsLANG0tYWIYug6Id1WBEInX65mU20f+yqRM4n1y3ncN9MssmmcEJs8RhhiC28JSilZCOUkGUEPtC6BRPYUhMMwTTR9k+ym4Q2k3qhs+0EaTrSHuuLHhsBHhCn2NxJANrILRTXTkL1zfpHrGutedYpuO5thNeLfgjXes8w8cXYdonvmj3jX+E3GqffSPAsuyFc6ctu0yt63Wude1sHRnF4Cts3zhibet8XIwLlOI8PU6eLXEeS1rUJJQjRU3q9a4hEwIYbZUeq5a6BWRMhWNILCvAtn1wm8R2Hc/UuveBDn1B/w6HP/YJRXTY7wgIpdc4ZWMrPWdsZePIto5gL9AV9Hnh47bjUybuIpnMk/u5j1nEmnD7w6rt+nrVVVfxgQ98gN/85jfESfyxaZrc6/+z999xkmVnfT/+vvlWDp1zmDyzOSoHIyGEAkIkiyD4YrC/2GBAAhsw2F9+BgQGbBDCgIxBBmwQwQghiSBYJbSrtHl38nTO3dXVlW8+vz9OVXX3dM9Mz+wk7fZnXmfureqquuHcc57n+Tzh3H8/73nPe/jWb/3WG3HY2wIvxoi6xf/v/2PjTz5Mx/d/H93vfe8lPxeGIY899hif+fSnSa6sMDBXpJJ6PcaJGTqO/g1mcq392ca6SW02xVptjFVjnIMdR3l5592kV1TcmQq0VsQkwrU2eCIxy5n0JGpqluHUHL2JFdRd6lyYUS8xZRRT7cbUOzH0LJpuoxgmQlfxhIvLBm60hhuu4wcbhEGJKKwiojpK5IDwUK8Uz9w69EV2rszelNFDQmiEoYEfGHihgRfpOIFB2dcphLAchiyKiKopiAykYG0J2OZWURQiEclJPWpuRdR+r2U0RiIiEIF8f4sRGYlLhJxfdJzWtmUUWZrVVtza+82/tYTPbp9rGU+WZrWNK0uz0BStTUR4oYfveYhaANUQpR6h1kFvgNZQMBoqpqNhOTqmp6GGqox+i/YW4ReqEaEuEJog0pulKgwFYSjNcPlWmp2OasoUBs3S0SwDwzLQLRPdMDfrE215zEQoEEFzIRA/IvICGb3nBUR+SOQ33w/kVjQXKhGBaHvBZRCIkKQFsu+FIc9RMeUiIqqpodkGmm2gx0z0mIkZs9FjJlozVUG1mqky1wG+71OvVXGqNRrVOn7dxa87BHWPqOETNUJwpGIRNpdOVyMZGREG4EUCP5LZnxERQm0ukGKCYgvUuEBLCrAV6Vo1VZkmaOootoZubZJZuqpv328qPdtea1IJbXlj22Nky/O/23tb32+Nm4vfC0XYTmfWVR1d2Rwjmqq1ld/WODBUo53qfL0RRAE1v0bFq1D1q3LrVan6VRpBA7/hEtZ8QscndH1CL0C4EVqoIHwVUTdla1gIzwBfR/h6u66cQJEsjRkgjBBh+4TJBiLrQd5H7QqxLAtbs7E0C1tvbjUbS7e27W81/rb2Yysd/HIQQuww3P3IJ4xCAhG0DfkgCtqvwyjc8V4QBe3vK4qygxxtPVftpu3+92vtTz/0qQd1GkFjc+vLrRM4uKHbbk7g4IUeTuAQeD6aq6C0yDlFEEUCETUrvqgCTNBMDUM3dh0frWdy2/VtIYkvHltbr7dlzG2VLUIISbg1x49AEETBjrHS+s5W+bP1dSQiVEXdVd5sPf8dZM519uT7oU/Vl2OnNaa29k89qOM2GrKkgOPhux6qD5qvQiSIXBXRMKFugmNBoKGEOoSadGSoQtYdMkOE7RHGfaK0C90+ekrB1m1MzcTWmtuLXzfH2G7P6Nb+05qrBW9FK7K81V9b57yt46I1ntp/24Us2/q5SEQ7npXdnA7tfrtoXr5WCCFwQoeaX6PhN6gFtXY/bW11r47fcAlcD89zCf0AJVBQQwXF1YgcHeHq4OiIoJkKFmmgCYQRNfsqJEp5kPFREkKOr4vlTUvmXCSPLh5Tu35H0bcTylvnr13mrda+EGKHvtd6rzU2NUXbNpZa8qq1fzPGVSQi6n59Uz5tkVOtOdB1HEQtIHA9Ascn8gIUD7RAhaoNdQvRsMGxoSmnCAyItszDqkAYAcLwiSyfMNVAZFxE3kPtCbASels+XUpWbdVhLc1q35fW/pXujRByDmzN4S3icut+a9uaA7eOr7besaXvWiVUNEVDU7X2/tY+3G178d+39v/lrqNV4mXb+QcuTuhsl0tbXm+VWb4vF+kQzTTHVgDs1hIxF8vUrY6Vi0nirePjYnnWGkOaoskjbn3+W/NdtGkLXTyuts5lW//W0h22zoECgamaO3TMree243p20UWvdQy1ZFHNr7Xnu7buEDrtfnB8h8D1EU6A73syNTRqOtsiwFeJAlnHL0LIFHFTgAVKTKAklB3PzW562455fxeZtPV7LR2vdS93m8N2s2Uvud2in6uKyrGOY6TNFwencstTX7fC933W1iQ509nZiWHsPUXkqxUvRqJu6tu/g8YTT9D/y79M5m1v3fUz09PTfPyjHyX+la9w5PQZnMQYS183RO74I+1VpYKGxvrZDI1n4xx8tkJXRbrQXNPk9NGjnD18mIMM8VBwkHg8RrXL5qPC489WSyw3mrWvgGODCg8cXGc0fwojmMX0F4iHq8R5YavC3SroTh6rPkQsHCWujpO0TpDIHEDPxzG6YugdNopxbWmorYmyNfkZqrGrov/VABFJkqxF4rZWy22jtWLuLUhx2Mc+9rGPfexjH/vYxz72sY997GM33FZE3UsRLzaiTgjB2QceJKrVGPvoX2Ef3p7+WqvV+OTf/i3Fj/41J04+jxVGzH7DYYwHTqPHygB4NZ2VpzpYnupn8P6383r1ON7TZwgWn8Gf/idEY13+VjzOlx98kDMDBzkZ7+H8eoaoGUWlaFXS+S8y2PUFemJFMprY0VKaQNsjRxMI8IVKGBkofhrDz2J4GSwvg+2msZ0kamjIWm3NmnCyhpuJEhpyEQXVRLNiaFYMJaajxABDyJUb1RCh+YRajSCqEIgKoSjjKet4LOOpy3jGKqG5sev5qX4CuzRGrHQAu3SABEexc90YXXH0zhh6Vwy9M4aWsfaJqX3sYx/72Mc+9rGPfexjH/vYxz5uU9zyGnVbMTc3R39/P6qqbtu/mfjN3/xNfvmXf5mlpSXuvvtufuM3foOHHnrokp//sz/7M37mZ36GqakpDh06xC/90i/x9V//9TfxjG8v+PMLRLUaGAbW2Fj7/SiKePLxxzn9P/4HB598ioNBheW39rLx8gIx+0sAeBWD5Sc7WDufp6fvIb69I0ty/lkM5a9QO0vQV8d5yGVtWsP9SkCiVud1n/kM3lidj9/xTiJNozc5y2uGPsNr+57A1q+8gpJABS2NauTRjU4Mqxvb6iNuDZBwBomVu9DWbYJlF3+5Trh+6eXGFVvH6G4SYjkbPWOhZZstY6FaL3yxBd8vUymeolI4SbV8hmrjNLXwDJFRo975HPXO59qfNerd2KUx7Pkx7NI4dmUETYuhd8UxuuPo3c1tTxw9Z6PslbXcxz72sY997GMf+9jHPvaxj33sYx+3HDc8oi6dTvPUU08xPj6+bf9m4cMf/jDvfve7+e3f/m0efvhhfu3Xfo0/+7M/48yZM3R371zm99FHH+U1r3kN73vf+3jrW9/K//k//4df+qVf4oknnuCOO/a22siLLaKu8sgjzP3rf4N19CjjH/lLAGanp3n8136Nvn/6PLFYmcIb8wQPFVENWUneLRksP9nJ+rkshzLwqtwMOXMGZZeaci1EgcLK0ymK55IAqB0RpXequMcaeLYkxFTVwrYHsa0+LKsHy+rGsnqb+z2YSjealyKqBARrDYI1h6DQIFhr4K/Wdy431YSaMjF64xg9CfSumIxa647JlV1vxSpskU+1doZy6WlK5ScpbTxFw5nc+UGhYNb6MOs9GPVujEYXmpdCCxKoYQIjm0DP2+j5GFreRMkKSEZENAjDOmHYIIya2+braJf3Ec06B4qGouhoehxDz2GYOQwjh231EYsNE4sNYZpdKDeoXtc+9rGPfexjH/vYxz72sY997GMfX224rVJfU6kUTz/9NOPj49v2bxYefvhhHnzwQT7wgQ8AMgpsaGiIH/qhH+InfuIndnz+277t26jVanzsYx9rv/eyl72Me+65h9/+7d/e0zFfbETd2m/9Fqu//n7S3/B2gm/5Fi78r9/HnPki/mED9y4fY6DY/qy7Hqfy7DjMDjCW8BlPupiaTSQSRCQJlCSemqJBHCeK4YYxhNDQAZ0QS/GIBR6iriAiBUUVGIkQXzdwtCTxVAe6YexYEEqEEVHVR7iXWHK1CcVQ0XsTmL0J9N44Rm8CozeBlrj9ayf6folK5TnK5acpl5+hXHkW11261ae1A6pqkUgcJJk8RjJ5lFTyGMnkMQwjc6tPbR/72Mc+9rGPfexjH1+liKIIx3EIQ1mUHsC2bUzT/KqsvbyPfezjpYXbKvX1VsLzPB5//HF+8id/sv2eqqq84Q1v4LHHHtv1O4899hjvec97tr33pje9iY985COXPI7ruriu235dLpdf2InfZvgPHQ1Ovf9neaX/KK9e+peY31DBVaVwNAAhFBrro1Tn78YtjKGgwgCcBs6gAIqs+S/kikBqBAo+CgGqVt1cKQhFLl+vgmI299v/QtSohFIqb3lv8zfldwFVQdVUtLiBnrTQM7IZmRhGRwwjYxNoKpGqoigKquqhNgJUV77WdR3LsjCMWxNJdzkYRoZ8/pXk869sv+e6y1SrZ2g0ZmRzZvH9Er6/QeCViMIAokiuChSC4puogYka2iihhRpaqKEp9yMLPZbESGcxs1nMzixmOoOmx1EUDSFChPCJREAY1PH9dXx/A88v4DjzNBqzuO4iUeRSqTxPpfL8tvO37UFSqeOkkidIpU6QSh3HNLtv6H0WQhCGdYJA3pMo8hAiaF6LTKPWtBiqGkPTbDQtjmHkUFXzhp3TPvZxO6DRaLC8vMzS0hIrKyuUSiUqlQrVapUgCNoGkGma2LZNLBYjm82Qy8XIZOJ0dqbJ51MoikckfLmaoqKiKDqKoqPrSXQ9g6bFb7u5dDdIn2XUnh9k9PBXr+EnROtaIoQIobmKuarGUNXbW/WLooAwrCOERxT5COEDGpoWa87X9m3VL0EQsLa2xurqKqurq5RKJWq1GrVajTAM26t9t8ZRPB4jm020x1Iul0RVI6LIRRCiKkZzHGmoqomuZ9D19G3fbwBh6BBFrXIiUv/T9QSK8sLLhFxPCCGo1WqUSiXK5TLVahXf99v9ZVkWlmURi8XIZDKk0zEMQ2nqQD4ikvOEqhqoqomqWiiK0dzePs/mVggRyqyJyG03RdFRVUvWW9bit5Xu4/s+c3NzbRm1dWy15NNWqKpKLGaTzyfI500yGZOOzjSdHRlsW5f6HyGqIutLK6qJptoYhswM+WqSVVHkAqItb78azvtitGRuFAXNOV7IfvkqkLutPoiiBmHYAEVtztsGmmahqtatPsUdEELQaDSoVCp4nkcYhoRhiGma7bkukUigKApR5MnrE56cxZvyCNTmfHf7B7e8WHD7S/0XgLW1NcIwpKenZ9v7PT09nD59etfvLC0t7fr5paVLRy69733v42d/9mdf+Anfpng2M86EMcpZ4zAFkeLb+D8EgU651EOx2Mfa2gieF5cf1tZu7cm24DZb4dq+rqpqW1FrGarxeLytaMdiMXK5HJ2dncRiMWzbxrJuvoLWSvndK4QQRGUPf6WOv1InaG2X60T1nfX/HAO8vILfraGP5omPZMnn88Tj8V1/P4p8HGeOavUMleopqtXTVKuncJx5HGcOx5ljdfXv2583jA5J3qVOkEwcwbK6Mc1uTDPfVh5BRQivbQAEQRXfL+L767juOhulOcqleRrOKr6/QRhWUJQ6quqgaQ6qulOhuxJ0PYNpdmCanVhWL7HYEDFbpvbGYkNYVs9NMTzCsIHnrTdJ0XU8v4jvF4nCBpEIEJFHJAJUxZAGrBZDU2PN8+7GNDsxza5bIlQ9z6NQKLRbtVql0WjgOOuo2gaGXkPTHWwrxLJCDNPDtjQsS0fTaRKpQio/TUOoZUyYTcVatiyG0YFpdqBp9g25FiEi+bx5a3juKp63Ive9VTx3FddbxfMKRFGjreBII6513haGnsG0urHMLkyrm3hslHh8jHh8DF1P3pDz3grP85icnGy35eXlrVeIrntYVo1YrIplV7HtGqbZwDAcDMPF0F10w0FRBeUKlCswsUs2/sVQFANdT2NZXVhWryxbYPe1tzF7AMvqvWEGYhQF+H4B113GdVdwvRVcdxnPXcF1l5qvV/D99V3OXUfTEvKZMzu2lVmIxYZJxA8Qj4+habEbcu4g5+yNjQ2Wl5dZXl6mUJilXp/D95eJRAHTqGCYlWZfBRi6h6a7KIp3yVIT0ji30bRYc/zk5XxndGCYcixZZhdmu3WiaS/M8JD9UMTz1pptdcu+bG7zPd8vsiNsfhvU9hzXeqbiiXHZH4kDWGbPDZXFYRgyPT3dbnNzcwSBlJ+q6mPbNSyrhm1XiSdq2FYVw3DRDVeOJcMhjCLWCrB2FTqKrqfQ9ewlx5Jt9WKandddNsn5T/ad6640+64577XnP9mCoLLrb2haEsPIYBh5bHuAmD2AHRskFhsmmTiMZfXd0D5zHKfdX0tLSywtLVGvyznOsmpYdg3bqmHZVSyrJvtL99ptr3qEoujNMbUpo0wjj2l2NsdWp2yG3Nf11Au+7iCoSZnU7JtWv7T3vVVcd7U5x10+iar1fJlmJzF7iHhinHh8nER8HNseuqFkcRRFLCwscPbsWSYnJ5mfn99CyG3KqGy2jmXVMK06tl1v9lej2Vcuqiqa34C1Ndn2AlU1MYw8ltXXfj7lszooS+7YAy94Hrz0tfu47hKOs4jrteTTcls+ed4KQVDZLEdzUT9K51i6rROZRh7L7m/qrgPY9hCx2CC6nroh599Co9FgbW2NtbVpKpVZXHcJ318FZQNVLaGqZTStgkIRQW3HdUioqKrVlE+ZtnxqbS2zG9PqkluzG8vqvC7EmBCCICg39YJV2Qft8bNl3nNXCcPqZX9L0xLN881jmd2yNFB8lFhsmHhsBNvuv6E2hOd5zM7OsrCw0NYdNjYKqGoZy5JjxrLqmM1t67Wm+ahqyJWmJE2Lo+vppkxKN/ulp9kvsiyV1He7MYzsCy6H1HJ23e4E7o3Ai5qou1n4yZ/8yW1ReOVymaGhoVt4RtcX3/LM53mib5lPDjzMR5VvIv5Mks7CKhVTUDUCKvYK9WQFT/EBZHSbMEh63eTrMbK+QgKXnBmRHTpGfvgEqiKFsvRKRO229bUQgsj3qX75y/hrawhVxewzMbQKEQouJutGP7FsD7GYNJSEEO3fuHi72/GiKGqHz7cayHNrNBo0Go093ydFUYjFYqTTabq6uujp6aGzs5Ouri5yudxNX0TlUueoZSwCG1bUdWb9eWYqMyzbyxAGdEcZuqM0XVGGTpFC9zViy4LYcgDPFnFY5itqkWK8gT9g0DHaw8jICIODg5im9LK0yIfu7q9rH9f3N6hUTlKpnqTa3NZqF/D9Auvrn2N9/XPX5foMQ7aLEUUqQWASRRpCqAihICIVFIGmRRiGQNNCJLsbEQQlgqBEvT5xiftoYreVoEFisSHs5r5pdWPoaVQ1tkOoyAi/GkFQJggqm8apu4y7RRmQpMIqUVS/DndFxbYHiMdHZWsTROPXVVloNBqcPXuWublTrKyeolabwbKqTeNHGq6pdJVc3t/1+74vW+Xy+s9loWmJLWRDfhvxYBodGEZm0zOoaCBEsxZjnTCoE4SyTzx3Fc9fw3Nl//h+oRmVdHUIw1p7vwGwuw2LZfWSiB8gkTjUbAdJJA5jGC+sdILrupw9e5aTJ08yMfE8ur6BbUsibvxAjVTSJRZvYBil1hnuGWGoE0Vas6lNUkig6yq6rqAojWZEl4/vF/D9AtXq7g4yUDDNLmy7f7NZrf2BZmSe1YxW0YkilzByiMIGnr/eJHoKbQJIjp/l5nhaoxVNdrUQImjPBa67SKXy3K6fs61+4vFx4omxbQSsbQ9c1fiSxtoyKyunmJt7hvXiBWq1WTRto61IZ7I+mew1Xc626wrDKmFYxfNW9/QdqYx3tok70+xEU20ZeagaMu49comahmQQ1vC9Ap5fwPMKeyDfdoeimKiqjhABUeQ1343wPGm87tYnmpYkkThEMnGIRPIwycRhEolDzfqp16bo+77P2bNnOX36KWZnn0JV19vkzqFDVexYnVishqZd3TiKIp0wVNtjSWYgRGga6LqCqoYIIX8zCCoEQQXHmb3k7ymKjmV2Y9m9m2Se1YtldTdJZ+nQUVCIhN92LPiedAJ5/rrstzZxKsnTVgT6taL1vDnOPJXKszv+rmnJdn8lEodIxA+SSBx4QQTe2toyzz33WWZnn6Zancayqlh2jUSixvETUiZdiyMvipS2HqGq0bbfECJoE897gaKYUlaZnU05Jbe6kaV11QKIIlcSNUGVIKw25ztJ4myVM3tFy4kko+wcWnNkEGwQBBvUaucosj3zSFFMEonxtpxKNrex2PA16xFCCObn53n66ac5c+Y5fH8J265i21VGRiskkw7JRAPdKCL1s73CIIpsgkAlCKQOGEUqCBVFDTFNFcvS0PWIKCo1x4EnSRp3iXL5yV1/1TJ7sGMDxOwhSTS3Sbx+dD2JpiXbUZUymtknCGqbY8tfx3WXcZwFHGcB11mg4SzgeStcy/y4eR+DtkP3snfFyLfrScvtsHRCx4exzO4rEirSeSzlbL2+wMrKWYrFSWr1eXx/BV2vYpr1pj4Nqga7rbl3+SuNmk7PRvN6ruwRlARz93YSz+rCNDqaz6ZAIIhClyCsEPhlgqDcdD4s43pSX9iMBt47FMWQv79ljgzDGmFYu+RcraomsdhIWxePx8aIJ8ZIxMcxjNxVn0MY+iwsnOLsuS+ysnKaWm0O06i2ybix8Tqm2bgiAbf340m9eW/ll1RJHjfJ1haZLOcgE1UxQNGaEYpOs49qzYCMIr4ngxQefOD/kkoduz4X8FWEF3WNOs/ziMfj/Pmf/znveMc72u9/93d/NxsbG/zVX/3Vju8MDw/znve8hx/5kR9pv/ef/tN/4iMf+QhPP/30no77YqtR18JPnJ3jQ/NrdJYKfM8f/xoNLYGf/hZ6yNHQq2gPFikdnORzC59jpb7S/t69sT6+b3mOVxfmpeIx9hp42/shP3bJY22F8Dzm3/teKp/8BxTLou/ffQf21Aew/A0iFD7HQzxmvJrRA4cYGRmhs7OTdDqNrkse2nEc6vU6lUqF9fV1isVie+s4e5uUFUVB07S2wtgi+PYK0zQZHBxkaGiovbXtGxP9cymUSiXOnDnDmTNnmJqa2vX8U6kUmUxGpudYMeINg2RZI7Whk66a6GK7xF1XKsyoa8zq6+gDCUZGRxgZGWF4eLhNnl4KYdhoRt6dpFJ5nnp9sql4XtpbJYRCEBgEgYXvyxaGcSyrg1isk1isi0S8i3i8C9vuwLLyaFqKMNTxfZ9yuUypVGJ9fZ3FxUVWV1cvSqEQJJIKI8M5BgZSdHaaWFYNx52j0Zil0ZjBceb3ZLQoioamJdq/K0nixlUTPlGk4vs2vm8RBDaIJIaRxLRiJOJpkskMsZiJEJK8CINq08hauaKBtaksjDebJPJMs6PpLUujKGo7fa6VQuz563juKuXKJCvLpyiVJ4miFSyr1lbQLn9v0qhqHkgSRTa+b+K6GrWqT73uEjWJVIGCqkSoaogd08mk46RSBrFYiKY7zfMp4nnrCOFd8bgvDApCJAjDJGGYJIqSRGEKVcth6Hlsu4dMpptcrotcrgtdt9rpRWHkEPgbbS+t4y5Rr09Sr09cVrG2zJ4txN0hEslDxOyhtsEtz0ka275fkuSit8bq6nlmZp6gXL6AaZaxbRnRcyWYZmfb6IjZg1hWzxZv9maESMt7vbGxwfz8PJOTk0xMTFAsFrf8mqC7O8eRI4OMjnaRTgs8bwnHXcR1FuXWXcRxFpppPDcOQih4XgzPjeF6MTwv3nwtt64bx/dtQCWTydPb28/QUD/9/R1kszEiUd9U6N0lXGeJemOq2X/FSx5XUQxisUEMo0NG2egZFFWHptoVhFWCZqmChrNCEKyxF2NNUdIYRg+23Y9l9mFZfeh6J2FoEQQG9bpCqeRRLFZYWVljbW0dIaTs0rQAVQ2xLOjr66CvP0Nnp0kqCWG0sYP09LzVLQTZC4RQiESCIIjjezEc18RzbTzPxvNiQApVzWEYHWSzfeTz3fT09DA4OEgymSSKAhlVHVabkVwy6sRpzFGrX6BWO0+jMcOliFldz24jgyyrG0PPNKNMlHZJBN/faBvWxfVJVlZP4ThzmGYFw7jyvdD1VDsCpxU9ZpqdWyKA8xhGti0fyuUyCwsLzM/PtyP0tqrmmgbDw52MjXUzMJAlkfDx/JXNcdQeTyuXvPbrAd+z8PyYHDterN1vvrf5nm330N09RHdPN4MDgwwNDaDrHr5fJghKeN4qDWdeEhWN2eY4mryknNK0RFM2jWGZXe17p6g6CoqMgmka3n5Qol5fYGNjAs9bQtNqezBMVWyrt9lXm84Bw8w3n40MhpEhCEyKxQpLS2ssLy+zuLjI4uJiU38QKIok7DIZk6HhPP19aTo7LUzTa0bDt8ZUa3wVrhiVc3WwiKI0QZDA92K4ro3r2QRBgjBIoChZbLubeLyDjo4eenp66e3tbdsoURS0iYtWBFFrjpOyavKSJIaqWk1i9VBbTsVjI2havC2nWo4VPyjjuSvUagvMzT3H6uoZBKvSgWRd2TFpGPldIkn7MK0uOb70THNsbeqfruuysLDA5OQk58+fZ2FhYdtv5vM5jh0b5+ChPvI5HdddotHMAHEa8zScWRxnvhnJdmXIUjEyrfNqEEUqrpvAdbfLJ68ps4LAIAx1wtAgijR03aS3t5PBwX4GBnro7k6iaQ2ZeeE1S9I4cziNORrO3BVJPFW1sMyeNpmvKgaRkER+GNbxvPWremajKIFCFlXtQFFyoOSIojSuE6dWM9jYCCgUSvh+JJ3nQjomVDUkHtfpH+ikrzdFR4dJcqt8akW6Nbcybfb6wffNbfe9Ndf57dd20/GvE4tl6O3tp7e3l6GhQYaHB9D1qDnm1/G9dRx3UZYmqk9Tb5Ypupy+qutZEk1nn2l1o6k2qmaDiJrOMAc/2MBzV6nVF2g0lhCidNnFGltQFOOi8bMZmW3o3TiOSqXisLFRY3m5yOKiLI8ShgGKIlAUIfVxO6K/P0dff5auzjiplCAItgYeXDpT4Vpx150foqvr1dft924l9heT2IKHH36Yhx56iN/4jd8AJMEyPDzMD/7gD15yMYl6vc5f//Vft997xStewV133fWSXUyihXIQ8uBjJykFId/+5b9n4PHPUjfTnMl+Mw/7GVQU7KEE3/nee3my+AR/ee4v+eT0J/EjOYmesDr58Znz3F8vgxGHt/4a3P1tezq28Dzm/u0PU/30p1HicYY/8KuYsx9CPyVXoV2gm//Lm1kjf9XXFY/HyWazZLNZcrkc2WyWVCpFIpEgkUgQj8d3TWsVQlCv1ykUCqysrDA/P8/S0hJra2v4/pUFR09PT5vUGh4evu7PihCC1dVVTp06xalTp3akb2cyGYaHhxkaGmJgYIDOzk4s69Lh4yKM8Oaq1E6vUTu9BosuW+9IA49ZdY1pbY15tUC+p5ORkZF2S6X2FnJfrVaZmZlgcvI8k5NnKZWKzWgDHSFU4vE44+PjjI+PMzQ0REdHxzVHK/q+z/LyMlNTU0xNTTEzM4PnbRegsViMkZERxsbGGB0dpaMjh++vSOWtMbdt22jM4vvFKxJ5QmgEgYnvmU3iILZTMXBj+H6MMNSBy1sbmqYxNDTUvi/9/f2oqiTYPK9AvTFFoz5Jvd5UvBtT1OvTN4TcEkJB0/LEYoMkk8NtY7VlAMXsATRt99Rp2Kz31DJc5+bmWFlZ4WJRpes6/f39bfK7ry+Labp4fqEZEdJsfqHpkSvg+6V23S4IAQVVtYkik8BXcT2VRsOgUlEol8B1bXy/aYz6NkLs7TnTNI2BgQGGhoYYHR1lZGQE09w9tdP3S9SbJEO1do5as+3NU6lwNV546U0fwrabkQCxwWZajCTnXmgKZ7FY5Ny5c5w+fZqpqaltJHgqleLQoUMcPHiQsbGxbVHQvl9oRhgs4rgLzVT5hXYLw8oOskjWkLNQlBS+H6Ne16lWlM3x5Mqx5LpxYrEuMpkc8XicWCyGpkmHQxiG7Vpi6+vruzpubNtmeHiY0dFRRkdH6e3t3TbfeN76NmO23pDjrNGYuiaCq2WsKUoHsdgA2cw4nV1HSCSGmlGGfVfdT67rsrS0xPz8PLOzs0xPT1Ovbzc6NU2jt7eXwcFBBgcHGRgYIJvNoihKM/p3ddOIb6Z6y9R7vxmV4+O6EU4jolYPqFYDShshGxuhNHKazga4trk6l8sxMjLCwYMHGR8fv0z5BZd6fYpa7RzV2lm5rZ69LIF3tVDVNPG4TCWLNcfOVmLuhUbCOo7D1NQUExMTnD9/nvX17cZOIpHg4MGDHDhwgAMHDpBISMIvigI8fw3XkVFBkryT6XSet9qMgnDaDqNWPSiEjh+YOI4cQ6VyiOtY2+SSnP80NE3Dtm1s227WMorwfZ9qtbpjjgbp5Ozv72d0dJTx8XGGh4cxLgp7jyKPen1S9ldV9lmtPkGjMf2CI/mE0NG0LpKJkYvkkWyW1XPN6Zye5zE3N8fU1FSbYL3YAZrJZNq6w9jYGOl0uq1LhqHTlFFr7SjGFkkeBNtrXUeRJuVTHaq1kHIpZK0QUCmreF6MMLy28ha5XK49t7XObzcIEeE4880+2pRTtfr56+po0bR4M8pLRnxJGdXcvw4yCqBWq3Hu3DlOnTrF+fPnt/VZOp3myJEjHDp0iLGxsfazKuVUEcdpOm2bRF6jMdss67JEFF06mlZVE0RRAtc1qFY1nEYcx01IYs5JEEVZUql+OjpkoEGrzE5rjAVBQLVapVKpUCgUWF1d3dXZ3tPT09Y5RkZG2nMDQBBU2w7nRmNa6qx1SRw57vyenchRpLYdXGGYImb3kUoN0dl5iK6uQ6RSQ5hmz57ShKMoYmNjg8XFRebm5pibm2NhYWHHtWmaRl9fX9tmGR4eJpFINNNVN5plLVYvIvFW8LxCu/8CP8DzBY6jUqtFVCoBjmNKnXuL004IDcMwyGQy7bJGuq4ThiFBENBoNCiXy7tmXLXmu7GxMcbGxnad74QIcZyFtt5Qazpt6/VJXHdxT32w+71UECKDZfaSSo+QSg1jW33YtnTm2XYfhpG/6jTUMAxZWVlhenq6PdddfO0tnbdl0/b29pJMJpsZFRubkdr+ejNSrtTUH2QdWkSEEDqOG1Gve9RqAeVSxHrRo7QR4vsW3/M9P0Jf3+A135/bCftE3RZ8+MMf5ru/+7v5nd/5HR566CF+7dd+jT/90z/l9OnT9PT08O53v5uBgQHe9773AfDoo4/y2te+ll/8xV/kLW95C3/yJ3/CL/zCL/DEE09wxx137OmYL1aiDuCXJxf51all7oyZ/PM//m9sLC1i9I3ymfhbedW6gYnCalLhNd97jNcd7aHgrPG/nv9f/OnZP6URyIH9JhHnx2bP0RuGcP/3wNf9EhhXji6LXJe5f/1vqH3+86iJBMO//3vEtAuIj/0oSqNIqFo82fmNfJm7KVcq7VTXVn25RCJBPp8nl8u1t7lc7pIG9LWiVVOoJXimp6dZWFjYVYndilwu1ybthoeH6ezsvOqUjzAMWVxc5MyZM5w8eZJCYXsBnKGhIY4cOcKRI0eu6fe3Havm45wt4pws0DizDt6mERQQsqCuM62uMaOt0VA8EokEnZ2ddHR0tOv9KYqC7/vUajWKxSJra2tsbGxsO46qqgwPD7cNk56enhuWRty6fy3ibnp6egfpGo/H6evro6uri66uLpLJJLFYDMMw2kZLpVqgUl6mVFpmba3A2loB13WJIr2dgtsi37LZLL290rvd0dFBOp0mlUoRi8XQdR1Nk95Zz/NwXZdyucz6+jqFQqFNZl1MMNi23Va8x8bG6OramfIllYV5altJhvoEjcYMvl/a1XMqhNKM7JMeR9dJoOs9dHUdZXT0fnp6jmPbfde93pjneW2SYW5ujtnZ2V2VpFwuR09PD5lMpq1kGYaBpmkEQYDneTQaDUqlUjuycn19/ZJjU9d1Ojo6yOfz24j7rdG1juO0FbeWAn0x2avrOqOjoxw8eJBDhw7R0dFxxWsOgkrTGLqYwFtmN3KuFXkpjeoY8dgQ/QN3M9B/N7H4MDF78KbUwmuh0Wi0Sbvz589vuyeKojA4OMjo6Cj9/f0MDAxcUVYGgU+hsMT8/Cyzs0vMzi6wtkvxoRahMzIy0h5Te5njhRBUq1VWVlaYnZ1lZmaG2dnZHePfsixGRkYuSdxt/l6E4yzSaEzjBxtSWXWLlEpFVtfWWFlZpV4L8QOTwLeIojh9fSc4fPh+jh49dkki6nogiiLW1tbaNbumpqaoVneOd13X23Ky5bDaarDUajUqlQrlcvmyi2jFYrH2fJnP50kmkySTSRKJRHuOA0koOo5DtVpt17ZsRT5vhaIoDAwMcODAAQ4ePEh/f3/7Ny6FMHSo1y9sGUvn8b0CflBukyJRBJ4X0qgreJ6JH1j4fpxs5gCjow8wOno/8fjQTR1HAOvr61y4cIHz588zMTGx45lsOSx6enro6ekhl8u1jfytCMOQSqXCysoKKysrLC4uMjs7u2vfxWIxBgYG2k68fD5PPp+/ZKR8FEXUajXW1jYjzmZmZi6Kst3pVOrr67tk30WRR6MxS61+nkZ9uu108YMSURRQq1WpVqqUyh6+ZxAEBp4XI54YYmz0Po4deyW53PBNq2vk+z6zs7NMTU3tUmNNYutYyGQybZnSmkPCMKRer1Or1djY2KBQKLC2traDWN+KbDZLd3c33d3d7b6PxWKYptku9+K6LtVqlXK53O7/tbW1HbKvq6uLAwcOMD4+zujo6BXnTiFCGo2ZJjG+KadkpLSzxVkhSyV4ntZ2SKpqjp7uI4yOPkgme5CYPYRh5G5qHSrXdduk3dmzZ7eNLV3X2zqUdAb27SBdtqK1WEetLjM25ueXmJtdZHZ2ieAivjmZTLZliHQAd1zVdUdRRKFQYG5ujpmZGaanp3cQ+gCdnZ1t4q4VELDbcWTZhUVcb5Vatcjy8iwrKwvMz69QqThEkdbUL2y6uoY4fPgIhw8fbjuFryeCIGjPTS05XKvtTO/O5/N0dHSQy+VIp9OYptmWT57nUa/XKRaLFItFVldX23VEt8IwDHp7e+nv72/r9dlslnj8yguLuK7LysoKS0tLLCwsMDU1ddn5bmxs7IqyKgzr1OvTTeJuQtbdjhxct0qpVKZYrFIqNQibc53vx+nqOsjhww9x7NjDxGKJS/729UIURayurm6r07qb/mDbdjvD7eJ5Looi6vV6Wx9fX1/ftY9bSCaTvPOd77yp/NGNxG1F1L3vfe/jB37gB8hms9v2byY+8IEP8Mu//MssLS1xzz338P73v5+HH34YgNe97nWMjo7yoQ99qP35P/uzP+Onf/qnmZqa4tChQ/yX//Jf+Pqv//o9H+/FTNQVvIB7H30eTwj+YjTLU//5J3BqVQ6+7NVM9X494jMrGCicMgJOjRh8zyvH+Po7+0Cr8ptP/SZ/fvbPEQhSisG/W1niG6o1lMGH4F1/DInOyx674YWsFTaov+eHiZ58HFIp+v/H75IZ74KP/ABMfEp+8OAb4Rt+E1J7X2ThRqNFNLQE6vT09BVTZ+PxeJu020rgaJqGqqptQbS+vs7KykpbUGxdgVjTNMbHxzl27BhHjhzZ5l27nhBhhDtZxjlVoHGyQFjcPAeBYEUpMa2tMa2uUlKvnD7Q3d3dJufGxsYuG+l3IxGGYfu+Tk5OMjMzs6uw3wsURaGrq4ve3l76+vra5NyVUoSvBCEEhUKhnX44OTm5g7hLJBJthbNleLVSw3eDVJTmmJo6zblz55ifl14+6bVX6O3t5fjx4xw/fpzOzsuP2xuB1jXPzs6228XG/NXAtu22odPV1dUmlNPp9FUroa1zm5mZYWZmhomJiR2GcC6Xa0fDjI6OXtUzIFfuKnH27DM8++yzTE/PtetbZTJZHnjgAe655549R7DeDPi+z9TUFOfPn+f8+fM7HAgg+yCbzW5TuH3fb69SVigUdhi9IOeKlhEyMjJyXWVuGIYsLS1tI+4vJmEty2o7VvL5PKlUCtOUq9a5rtsmL5aWlpidnd02fxiGwaFDhzh27BiHDh266eUQWhBCUCwW2xENrZUWd7vfl0MikWiTEFtbayW5a0Wj0WB+fr4dYbaysrLt77ZtMzY21iburkbHLBQKnDp1imeffXbbAisdHR3cf//93HXXXSSTN5eYuxyCIGB2drY9lrYvCrMJTdNIJBLt+ct13UvW3FUUpZm6NdSOsM/lrg9hsrGx0Zafk5OTO+ZCy7Lasqm/v5+urq5dx0EYhqyvr7eJ5XPnzm3TdXK5HHfddRd33nnnLZFJu8HzPGZmZtrXvxeH7eWQyWTaMqq17erqumZns+M4bZ20dX5boaoqQ0NDbeLuakiZKIqateee5Nlnn8V1/fZvHjt2jAceeIDR0dHbqji87/tMTExw9uxZzp07t+NZVVW17bjLZDKYpolhGPi+j+M4bWL1YrIGXjgxtxdUKpX28zY9Pb1jngQ53jo7O8lms20yt+XELJVKFAqFHdfdIixbkYaZTOa6nveV0JJPLdJuZmbmmvQ90zS3kXL9/f0vKCNnN+xlvms9Az09PW1n/9ZnYavTsDU2Z2e317obHh7mjjvu4Pjx47dcPgkh2nNzK7L4cg7wyyEej7fnt606+Y10XN4K3FZE3UsRL2aiDuBfPT/FX61s8N39HfxgUOTPf/5niMKQ137Xv8DqfTmf+Z8nUQT8k+3zmB2gqQovG8/z0GgHnR0F/nLm1ziz8TwAr3V8/n/Ly2RTQyy+9Q+YUYeY32gwV6wzX2ywWHJYLjsslR0qjjRw7MDl5x79H5xYn6JixPilN/4Q2TuP8z363/PKqd9ADV2Id8DbfwOOvuVW3qpLouV5bZErL1SB2wrbttvk3K0w/oQQ+Et1GWl3soA/v93T4sUFpbzPaqpGLRWiG3p7Fd18Pk9fX98tM1ivhJanb2VlhdXV1banu16vEwRBm0RNJpOkUqm2p7u1sMjlvLHXC62V0yYmJtrpvBeTi6qqbvN0aZrW9nCVSqX2itlb0d/f3ybn8vmrTzG/0WgZ8+vr6+2IOc/z8H2fIAgwDAPDMLBtux1xl81m6erqIpV64SvvXQqtFPRz585x7tw5ZmZmthEgreigwcFBent76enpIZ1OE4vFUFW1Hamyvr7ejtC9cOHCtv45fPgwDzzwAAcPHrwtFq25EorFIhMTE8zNzTE/P8/q6uqe5r+t6c6tFJibqcBdTNzNzMxsIwv2gkQi0Z6fDx48eN0juq8XwjBse7o3NjZwHAfHcQjDEE2TKZDxeJxUKkUqlWpHnd4MlEqlbRFmFzsm0ul02xnSKmXRii5qNBpsbGy0idOtpLGmaZw4cYL777+f4eGbF4n1QlAul5mcnGRxcbG9ut/loq9ac39rwasWMXcznsOWE2NiYqItn3ZLN08kEsRiMWzbJggCXNelVCrtII5TqRQnTpzgjjvuYGBg4LbvL9/3WVtba+sOlUqFWq1GvV5vz3+qKst7xONx0ul022nU0dFxwx2W9XqdyclJLly4wMTExI7shhYhPj4+TkdHB9lsFsuyUFW1He2/srLC3Nwc58+f3xZlk8vluO+++7j33ntvObGwFwghWFlZ4dy5c+1I/stF/FyMXC7XllM3ipi7Eur1+rbggMXFxT3bGVud5ePj47ednGo0GiwsLFAsFtnY2KBSqeD7Pr7vo2kapmkSi8XaJY1aY+hm6kdb57sWcbfbfKfrejsrp0X67lY+aXBwsK2D3+yAp6uF7/usr6+ztrZGtVrdNs8JIVBVVdZCj8dJJpNtAvx2tf2uN24rou5zn/scv/M7v8OFCxf48z//cwYGBvjDP/xDxsbGeNWrXnUjD33L8GIn6j63XuFbnr5ASlN59pV3cOofPsEjv/fbKKrKt/6n91Eu5PjUH8rV/Z4Y0vjHHcs4hpgdn8Ps/CSKGtIVCH5tZZkRR+f/9X+Ux6ITlzy2qatYmko8dPmJR36Lo+tTlI04P/Gq/5fJTD+HlDl+K/ZbHIyaqwTd92540/vAur0Vg0aj0a5JMzk5uWtKV8to34qWMtcig0ZHR+nr67utjPWg5DYj7dZxL2xAuDnlqAkD+1ie2PEOrINZVPPGLVf+UkUQBMzNzTE5OcnU1BRLS0t7IhdisRhDQ0McOnSII0eOvCjnslsB13WZmpriwoULXLhwYdfoMpAEXmvM7yamOzo6OHHiBPfdd99tr7RdCZ7nsbGxwcbGBuVyGd/3CcMQXdexbZtkMtkmlm+nuS2KIpaWltoe5Fb6hud5RFHUrjPU0dFBV1cXw8PDu6ah7+Pa0XJMnD9/ngsXLuxYiOFKUBSFsbGxtgH0YvDct8pJ1Gq1tmFkWVabALtdxlAURSwuLrZJu5WVFSqVSyyNzSZR34qeHBwcvG2u5cWGVpTMxMQEFy5cYHJy8qqdEpZlcfjwYe69915GR0e/qvuqVdKmUCiwvr7ellO+77cdgKlUis7OTjo7O29LMrJFnhQKBUqlEo7j4Hkeuq5jGAbpdJp8Pk9XV9cLzvTYx0605rtWds7a2hrFYvGStT2z2Wy7zvH4+PhXvZ63j03cNkTdX/zFX/Bd3/VdfMd3fAd/+Id/yMmTJxkfH+cDH/gAn/jEJ/jEJz5xow59S/FiJ+oiIbj/sZMsuj7/684xvrYjzSd+41c4/fnPkMzl+a5fej+P/90Kzzwyh2FpvPJf38FXChWemCny7HyJhY0Gjh+hWkvEBv4I1VpDE/CThXXeWXH4H/kfY2bgLQxkY/RnY/RmbHrSFt1pm5Slt42coFJh6nv/Bf6zz+In0/zvb/13/GUpDqHLe/Q/519qH0NVBEF2DP2bfxcGH7jFd27vKJVKbWJlampqh2ezlaoyPDzcriOTz+dvewMwcgKcs0UaJws4p9cRzmZUkGKoWIdyxI7lsQ5k0fMvDc/KzYYQglKpxOrqatvTFUURiqK00w9b9Yhu9+fpxYBWqkRrFcHd6hEpikIqlWoXU27Vatzvn33sYztaC2e0IszK5TKVSqUdVdyKqO3s7Gyneu4bpbcPHMehWCziOA6u67ajYzKZzG1H1L+U0CoDMjExwczMDBsbG5RKpfa40jStHRnTKio/Ojp62RIb+9jHSx2+71OpVHBdF8/zMAwDy7LIZDL7Y+dFjNuGqLv33nv50R/9Ud797ndvW0jiySef5M1vfvOOVShfLHixE3UA//HcPB+cW+WdPTn++/ERPKfB//6p97A+P8vwHXfxjT/xs/z1+59l4dwGXcMpvunH70czpIIlhKDcCHCDkA23wq8//XN8dv4RAL6zVObH1jfQ3vCz8MofhisYomGlwsz3/gucZ59Fy+Xw/u0P8tnJWRYvXOAgF3hH77NkDJdIKDwT3cfa4DfQNX6I7tEDdI2Oo9+EVMTrgY2NjXZtlt0KlsL24s+tVftu5+gAWdeuhHNyXda129jurdWyFtZ4ptmyaLmdK+/uYx8vRrRWI42iqJ0Kta+07WMf+9jHPm4nRFFEFEXbFljaxz72sY99XBq3DVEXj8c5efIko6Oj24i6iYkJjh8/vmuu9osBLwWi7vFSjbc8cY6EpvLcK+8gpqkU5mb53z/1o/iuw8Pf+K3c86Zv5cM/92Wcms/d/2yIV33roV1/SwjB/3zuf/LrT/w6AG+o1XnfagH7gX8Bb/4voF4+HbKxssz5d70LfX6RQFV4fLSXQkoSVJYa8DW95zmWkYVHFxop/mb+CBt+DM0w6Dt4hIGjJxg8epz+I8cwY7cvsbUVpVKJmZmZbYW/d1ucIpvNMjAw0F5Zsa+v75YtzHA5CCHwF2s4Jws4Z4t4c1WItk9NWsbCGktjjmWwRtPo3VdelWkf+9jHPvaxj33sYx/72Mc+9rGPW43bhqgbHx/ngx/8IG94wxu2EXV/8Ad/wC/+4i9y8uTJG3XoW4qXAlEnhOCBx04y7/r8zztGeUtXFoDTn/8MH3//LwPw9vf+FIZ9mI//92cAeMu/vovRuy69GtffTP4N/+Gf/gN+5HOv4/KbSyukDn89fNPvgrmTQBNCcPKzj/C5//Mh3MIa908u0VFzEKqK+i+/l9zbvwErnuCp6XXOPfJ7vKvxhyRVFzfS+eLGGE+sdBOKzTQKRVHpPXSYA/c/zMEHHiY/MPRVQwQFQcDy8nK7OHurZtLFUBSFzs7ObeRdT0/PbRetE7kh3nQZd7KEO1HCm63sIO7UhI45ksEaS2ONZTD6kijaV0d/7WMftxWEgHoBSnNQWQS3IptXAxGBqsumGRDLycV64nlI9cn9r5J5ch/7uCnwHaitQGMDGkU5lkQENGWYZoGdATstt4lu0G+vYu0vSQQu+A3ZV1EAKGAmwIjtz3G3GqEP65NQnoPKMlSXpMwKXAgcCDzQdNBjoFtgpSHZDcke2fJjUmbtYx/72Mctxm1D1L3vfe/jj/7oj/i93/s93vjGN/KJT3yC6elpfvRHf5Sf+Zmf4Yd+6Idu1KFvKV4KRB3Afzo/z+/MrvItvTl+49hI+/1PfeiDPPE3H8WwbN71c7/CmS/4PP3ILHbS4J//zEMkMpeO6Hp8+XF+6JEfouJVuMP1+e2lJTJ998O3fxgSmySfU63yyQ/+Bme/+HkAsr19vOKd/5zk//0o1b/7ewC6fuRH6PhX/7JNtj3z3LPof/1vOO4+DcBc1MHn7LeiWwOUps5SWlnedi75/kFOvO4NnHjt15DI5q7PTbuJaK2KtLCwwPz8PAsLCzuWCge5SEVryfIWgdfV1XVb1YKJvCZxN1XGmyzhzlQg2L6whmJqmCMprFFJ3plDKRRjf3GK2wZuVSrWXk22oNEkgAypYFtpSfrYmX2j6EaivAhLz8Lyc7D8vGzFSWnsXAusNORGID8OPXdA392ypXqv73m/lCEEVJagOCUN1Jah2tjYNFSjQBqoui2JhVh+01BN9UJ2GBJd+2PreqKxIcfS0jOwfFL2T3ESygu0Sbk9QZGkd2ZQ9lP3Ueg+AT3HITMMt5Es/qqGW4GV07B+AQrnoXABNmagttqUTRcvfNaCAmZS6qCpPkj3yW1uFDoPy5bq3R9b1wv1dZh/XLbl52D1rOyzKLjydy+HeKfsq64jMHAfDNwPXUevmLWzj6uEV5cOP2dDzpFOSRKtIMdIy+HXasnefUfFjUAUwcYUrJ2H0iyU56E0L51ILT3cq4Giyj5RDemYaDli4x2b81xuBLIjuwbN7OPqcdsQdUIIfuEXfoH3ve997eLYlmXxYz/2Y/zn//yfb9RhbzleKkTd54sVvumpC+QNjWdfeQdaU0mJwpC/+IWfYea5Z8h09/DPf/ZX+dh/P0thrsrQsRxv+6F7UNRLKzSn10/z/X///Wy4Gxz1Qz64sEguOwrf+ReQH2f+zCk+/v7/QmVtFVXTeMW3fAcPvO0b0XQDEYYsv+8XKf7RHwGQevPX0f/zP4/aqtUWRUx++kNkPv/z5EO5surj0SG+MPyveOCh12Mvn+PCV77AzHNPEzaL5Cqqyvh9D3H3G76OkbvvRf0qFuqVSmUbcTc/P0+j0djxOcMw6OvraxN3Q0NDt9WKQyKI8OareFMl3ElJ4AnnIiVOUzAHU5K0G5Xpsqp9e0UOvujgVmD1DKychJVT0hAqz0slwSnt7TdUXZIM6f5N5SA7DLkx6RXPDkulYh97Q30dpj4HE5+Byc9IA/VSSPbI+25npGFqJqUREwWy+Y6MEGqsS8O2tnr53+q7G/rvhb575Dbdd90v75IQQp5raa6ppC6AX5cGQ+gDQiqlZkKSjS2iJD1wa40GpwQLT8L8E80xdE4q2t6lV8PcM8yUHEP5ceg4AB0HN9vNjjaJInBLkmhUDfmcaebtG70URXJem/48TD8q+2hj+tKf18xNQ9RKb5IBQkhi1S2DU5b9HfmX/h0zBT0noPfOzdZ9TN6nmwWvBrW1LcZdVY4hrRVpa8nnJ9F1+zhahJD9M/NFmP0izH4JVp5vRjbeAJgp6Dwk+6brqGzdRyEzdOvuRxRKI/x26I/LYWMGLnwKpv4J5r8C6xO7f85ISJ2gFSWX6JTjQLPknN2SUYEjx1VtVTo4KktQWbj0b/bfs0ncDTwg5cDNuGeBJ6+9NNuUp2vynBtFCL2mrPKkvtOSVXZWyqh0/yaxfyv0odCXusTy83JebJHepdnL6wW7QVEh1S+vJTss+zjXlFP5sZvnYPJqUk9okfZutelUduQ5tjIL7LQ8pxaRdTuQV6EPi8/IuW7pWdkna2elznM9keyB/AHoGJd6Q76pR+THbq5M+irHbUPUteB5HufPn6darXL8+PHbctnq64mXClHnR4I7Pv8cpSDko/ce5KHsZr82KmX+90/9KKWVZQaP38Hrv+ff85e/8jSBH/GKbzrIvW8cvuxvnyue4/v//vspOAUOBfD783OkrDxf6vk3PPp3n0ZEEdmePt7yb3+c3oOHd3y/+CcfZunnfg6CAOvoUQY/8AHMwYHND3g1Fj/xi3Q8/duYwgPgy9FhPpH/bh54/Tt53XiaC1/6PM99+pMsnj3d/lq6q4e7vuZN3PH6N97yKLswCCitLFFZWyMMfaxYgnRXN8l8x55TdltLzm8l7hYWFvD9nYZDNpttr+Q1MjJCLpe7bVKDRSTwl+sy2q5J3kUVb/uHFDB6E1hjGcyxNNZoBi11G3nxWsRCo7iZMuVsSMNCRPLvugWxrDSG4h1SYbtVpFUYSG/33Jc3DaHLGa4gFWqrSQDpNohwkzhxy5eJaNgCRZMKakuJy4/LlhuTnr9rUZq8mlTO6gWoNbf1tS3vrUnCyyltprCJSBIMdloa4rGcPK8Wudh9TEY03Wx4NZh+DCY/DZOflcrb1ugeRYXOI9L4b7XOQ02C6irrV/oNKE7LKKK1c5vRRWtndzeIk73SKOq/d5PAS/Vc23WGvvTab8xuknGl1v6cfN+vXcMPK9K47m4Z28flfueR66+Q+468ZwtPNCNInpDE3K6npcrnK9Uv71myV5Ijui37TdWb0XUN2S/1daiuNCPwlq4c5RXLbyHuDshnouOgPI6dkaTMbhBCPnNOaQuJu75lW9zcbv1bo7j7M6JZ0ghKdMrr7Ti4GbXUc+LmGUVCSGOnRSDMPLq7syE7DL13SQItf0DOSbnRvaeECyEN29KsfGaLkzI6b+WkdHrsRuIpmrwfW8m73ju3ZR3sGYEnx1FprulU2bItzctUw8bOxasuCc2S96TzULMdhq5jMorJuoG6f+BuGqqzX5DyqLq883Opvs1nvOOg7KtEt7x38bwkblRdRjFGkTR0vZp0QtVW5L0qL8rxtD4h57rilJRlu8FMynvQ3bwHXcfkfUn17t2w9WrNsbwir6m20pRTa5vkTr0gx5bfaJI8rhxfigpGXB7LzkiCJz2wOcd1H5f34WbqEW5FjqkLj8jxtduclz8Agw9IZ0/XETn/pgeuPbrUq0liafWs1FsWnoD5J3d3gCS65bEH7pPEXf+9Uu+6FviOfD7WJ3a20uwLJ45VQ/Zf15EmQXxYbjsOXr08vxTcqpRTi0/BwlPNKMdLzE0tGAmpE9kZ2XSLtvwJ3E0dt7Eun9fLwUxuOmpbOl+LyNvLMyGEnLsrzXHbbvPb952NPd+SbUgPbM4nPSeg9+4bL6vq63KOa811809I2X8xNBM6Dsk5OTMgzzXVC1aqmdYfl/cnapLCF+vC5flmpPi0dKxdEsqmXt66Fy0SLzdy5fmlpbPUC/KZqK7Kea22IrfVVfj6X5a/9SLAbUPUzczMMDS0e52vmZkZhocvT9Z8teKlQtQB/MDzU/zlygY/ONzNTx/o3/a31Zkp/uQ//jheo8H4fQ9y8OHv4bN/cgFVU/jmf/8AXcOpy/72RGmC7/u772O1scrxQOOtjyVYqUhy7NirXsfX/It/jXWZVU3rjz/O3L/9YcJCATWdpv99v0Dqa75m+4fKi6z9/X8h8/wfYTQJu1PREH9lvo3OV3wn73z4EKK4xDP/+Hc8/5l/wK1Jw0/VdA4+9HLufsObGTpx500jrMIgYOrpJzj5uU8x8ZUvEvg7BVyyo5ORO+/h+Kv/GUPH70C5SsUmiiLW1ta2kXeLi4tcPFWk0+ltxF1Hx94JwhsCtwqrp6FwAVGaI1zewF3WcMuduPVBwqBjx1d0ax0rU8DqqmENqGjdvZJkyQxJkuV6X4/fkApa4bzcbsw026zc7iZoLwdFlYI3OwKdB5ukQrMldl7vC0KjCLMtUu6LUjHYjQhJ9kqjpLtpkGS2KAj2FeZD35FCurYqDcXidPP+TDeV3ckr36NWZJSV2owKU5RmVFgovaNbidD6+tXf970i2SPTQXvv3EwJzY1d31S2wJMkz+RnZNTc3JcRoU89yrEeDFINu3Di47ipo5AdRskNocfjxNMWiaxJpitGuiN22Sjnq4ZXg6XnYPFpGXm0+JQcm7sZJfHOJrk5LPvNzjb7LS7JuMCVxnK1aSRXlzdr6e3FyIl3QnZIPn9WarPWHsgUHa8qlfiWsn7JFGBFGvWtZ7tryzO+F4PIrTYjEJ7bJOWWn9s9nSs7Io3E3julkd9xSBooL8TwCtxNg7FwoZn+12zluSt/30pvjiWaz4pXbdZfuwRJsRco6t6NVUWV933g3k2yt/sEGPa1H38rKssw8SlJHkx8ahvRI4RCQ++j0fUqgp57EV3HUToOYHV0YCcMrLh+/eVf6EsCfPk5SYAvPStbvbD75xNdkohpkblmUhpqurU5jryqJHfKC3IM7TX6Rbc3x6WZlGMoajlaXDmPujtLa2xDdljKpjYBfkw+39fSf+VFOY7mvrRpqIbbV45HNeScO/QwDD8Mgw/dmKjewJWyae2MTK1dPSWJjLVzV4iWTDajENPNEhCGJGFb5KBfl3JqLw6sFwLVkERPi3Dua27tzPX5/SiUcqA1rma/CFGAG8VZ88coR72U4/fgJg4Q2L2EVh49HsOwNOyEQaYzRrorRr4vgWFdx4yWKJR9NP+VLam2z+8+Jyd7JQGRH5dyqhUtq+qbNQ3r65I8ra5s6ivleS7rIDESUj61nBPxJmGsW5vPRBRsRrLW1zcJptLcpSOmFFXKq66jm+m+rRTtRNdOWdKKcC4vNNPCz8tnefEpeY92uwYzJcdwz3FJpLYi4rJDUo5fjaOiredNb5YQWJ+U13i5+6dZm1GWrfRN2Lxfblk6qvYaWdYaky2HspmU90qIzcwCZ2OTIL/c/e841NT77pJ6YPcxeZ5XKyeiSM4ts1/c1MF3I7djOTnX9d+3qafkxi7tZLtaNIqyT1o2TKFZQmD9wuUzZhRV3kcjLuWHajSJwUCSg05pbzr493wCRl95fa7lFuO2Ieo0TWNxcZHu7u1RBYVCge7u7l1XqXwx4KVE1P3lcpEfODnN4bjNZx8+uuPvcyef4y/e958IPJfx+x/CTLyFqWdLZHvifOtPPXhFoXu+eJ53f/w7qYQ1+tZsvu7xDt7UM8Hxb/rXKK/4t1c0eP3FReZ++EdwnpELWuS/+910v/e9KOZFkVTlReqf+hWMp/8II5KGWlEk+b/Ra1k98E287jWv476BBOe+8Hme/uQnWDx3pv3VXP8gd7/h6zj+2q8hlrw8+XgtEEKwPHGek597hNOf/yyN8uaEqFsWma4eNMPArVWpFNaItoyrXF8/D3/jt3HsVa9D1a5dwXFdl9nZWaamppienmZ+fp4o2m5cJZNJRkZGGBkZYWhoiO7ubrQXcMzLwqvJSK7pxyQZsHLyitFcocjjRsdxozvwohP4YgTY/vzoyjSW+gy2+gymeQ4tm5WKRyvVINW3uY3npeDR7WY0S0MSTV61mWqxKNv65KZRXJq98rWZqaYSmJHKjqpvGsetlA6nJJXBiw2TrUh0b6bhdB5qerkO7c0DuTWFdf5xmT60euqi+6lTUg9R73gIN3sHQfogaucIWjyNnTRIZi0SGQvNuI6kVLtWV1NZWJ/csj+x9/Ta3aCZTSW5Q5Kc8Y7N1/G8VKLtjDSkWulErUhApySN541Z+Ry2lJndFEwrLQ2iFnHXd7fsn72m1PuOjAaYflS2mS+AX6MeZphwH2bOvZv54C6ccO/RK4al0TmYpO9glsGjOfoOZNDN6zx2vVozeuypLeTdGa6ultdF0MxmdMjgJtGXGZREe2ZIEsRXk44hhFTAC+dk2unKKUkwrpySBthuULRmKla3bGZCvgebUWblhUunXsU7mylX90tyrv9eRLwDEQkUVbk5zg+vtkX5Pi9TbVv7e40yUPXmvJWX4yWWh3hul/e2bnPSCIqiTY9+o9j0pq9Io61wTkYtrZyW710MRZNzXMsg6rtbvo7lLm8QBZ685q1kz8rmAmflsItp/2UsG69k1Rtho2JzkcjbBt3SyPXEyfXG6RlL03cgS8dgEvV6EuCwOQe2oldb5N36hWv/Tc3aTKVrpX9nBiDdGk8DeyNt/IaUS61nae3cJnlVXdr9O4oqyY8W+d11RM65Rlwa3n5dktyVBWnAr52X88cu48m3+1jLfh2r+v2U1RFqQQbXEUShQEQCw9aw4wZ20iDbHSPbE6djIEnsRkXWh768F6unNwm8Vo28K0URXQw9tmVxhO6mnGoSO4mWnOqQ80+LnNVMeRy/Lp0SW+ei9Ql5LiunLp1Wnx1pknZ3bxJ4qb4rEw2B23RIPCEdSJOfBadEJFQWvWNccF/OXHA/Re/q6pgqqkK+P0HvWJqhY3mGjuUxY9e5nInfkJGZ849vEnjFqRf2m1ZakmYtoq/dDrwwh7AQkshaPSOfsdZYWztzZV3ISjeJYVUSlq3sjUsh1S+j4fvulvpLzwkpc2+0fPIdSeKtT2zX+9YnpK51NXUL7Yy8jnT/5nzX2k/v0Zl8MerrW+Tm2Wbk4TO7yyqQOn3XUTnPpQdk/ye65FhVVDleW2VFChc2+3S3Mdp5mHDgZWykXkEtcYKG0kXgyz5UVAU7YRBLmSSyJqmcfX2dsVvRWoxsK3FXOA+FCbm/V5K0VfamVUYh0dW8P53Snjn0tTe3fMoNxG1D1KmqyvLyMl1dXdven56e5vjx49Rq15KWcvvjpUTUbfgBJz7/HKGAL77sGCOxnR7/qace5yO/8nOEvk/XyAH88GtxajGOv7KP13/XsUv+dm2jyKc+9EE+f/If+NuHlwl0wSvI8YHJpzEAxl8H7/jtKw5c4Xms/Nf/xvqHPgSAfeedDPy3/4o5OLjzw40i/lf+APfR3yHZmG+//Xw0wmdiX0PugW/ma1/+AOHaPM/8w99y8nOfwnekJ0AzDI68/NXc/cY303fo6As2sMprq5z63Kc4+blPsT6/SfDEM1mOvvK1HH/16+keHd8WMee7DgtnTnP2C//E6Uc/i9eQE2S2t4/Xvfv7GL/voeti+Hmex9zcXJu4m5ub20G8m6bJ4OAgQ0NDDA0NMTg4iG1fY+RDoyjJounPw8xjUlHf1evZI72GLSM9PSANtlZ9D0VrG4RRtYE708CdF7ircfzaxWM1wlCmsNRnmu15VOU6zFl2ZjMsvB1JNLRJNOw1aiaKNo3Z4lRToJ+SxublFEvd3lT0Y3mprAkhFYTa2mZqzUVwoziz5puY5ZUsVofZKBtXDIRRFMj2xOkcStE1nGLwSI7OweSNUxjq65vF3FvpSl6zz1RN9r++pXaUnZXbROeWaKHrBK8m+2PpGam4LT4tvfW7katGXBqqmUFpCCU6peKm6pupCOV5qZAXLrQjmISAafd+nvPexkzjTsS2Vawh3RUj0xVrRvwYMrAwEgRuSL3sUd1wKa00CC9amEXTVYaO5zl4Xxejd3VixW9QWpRb3R5ZWpprpkA3o0k0Q5IIhi0VtVSfjBRqpW4lum5eof3q6qahvXKyaXyfvDpyON6xGRE2cD9uxz0sriRZvFCmuFRjY7lOvezhOyFRJFAU0E0NK6GTytukOmw6+pN0j8jxdMP6ZStCv0k4bkhjYavKaCZllKKdls/wjTTahJCOj/kn5Pzfao313T9vJuV4SnRJsla3pNHnViRptDGzwzB1ohRnjG/nVPVVFEq7E9120kA3VVRVIYoEbj3Ad3Z3Opu2xvCJDsbu7mT4hIy8u2FwK3JuaDmJqstyDAWubLq1meoU79jueLoZKzfX15vE96lNEnzl5NWl1W5FM7qy2vFKzjuvZGqpi4VpDxFdvUmT7YnTeyDD4JEcIyc6sJM3eFwJIee5VlSOU27qJb6c2414s68SUl9IdstxdiP6SAjpQGwRvotN8rc0s/vn453Qe4fUteyM1CdaZGB5Uf5W4cK2SMJ6mOF57+0813gTdS+x7efSnTbZ7jjJDptY0kA3NTRNJfBDfCekXvEorzUorTSol7eTm6qm0Hcwy8H7ujhwfzex5A0iXBsbTfKhSUBXlzcj8qNQ9ouibeoSiS6pz7UIuZu9MroQkjBfPS3JoxaRtz4h379clKed3SyB0HlQkrT990CyG88JWF+oUdtwqZU8Aj8EIUmhWFIS4OmOGJnuGJp+E+RyGMho8PWJZl2/ZoRWu/5sSkbGJXtufi25ypLU+RafgaWnm4sNTV57qrMRh4H7Cfpfxnz0INNrfSxMNigu1on2MOfplka+N07XSJqBQ1n6D2cvu7DjdUPrWfSqzVaXz59qSB23vZBcXm5vk3JKNxq3nKh7z3veA8Cv//qv8/3f//3Et6QnhmHIF7/4RTRN4/Of//z1PvRtgZcSUQfwzifP8+hGlZ87NMD3DXbt+pn50yf5q1/5ORqVMrppgfYwmnU3X/cv7+Xg/dsjLivrazz5tx/jqb/9GL7roCgqqbfcz+8of40bunxj9g5+9tlPoQQNKVS+5j/C/d9zxYiUyiOPsPCTP0VUKqGmUvT93M+RftPX7v7hKISzf0vpsT8gMfMP6GKTFHouGuVc9tUk734b9977MhaeeIynPvkJVqcm2p/pGh7lrjd+PUdf+RrsxN4jW2obRc598VFOP/pZ5s+cbBtFumFy4MGXcfw1r2f0rvv2FB3nNeo89fef4Csf+8t2FN7YPffzuu/+l+T7B67w7auD7/vMz88zNTXF7Owsc3NzuO5OQqKzs5Pe3t5tbdealaU5Gd498wUZNbT8PDsib9IDMPIKGHzwuqR7hjUfd6KEO7GBe75IsHpxCpzAiK1iGaexoi9jhV9BFRd7uRSpILQUg3SfJBQuLtp+o4WRW21GxD0voxpaHr/1ycsraVuR7EV0HWVGeS2n1+5gcsIgDLb3gWFrJLMWVlxHNzWiUBAGEY2KR23D20EAAdgJg8GjOcbu7mTkzk6s6+0Rv50R+rJfFp/ebEvPXnUtNRHv4XzsXTy+8DIKxU1lq3skxehdnQwezdM1nETfw6rHURhRXK6zOl1h7kyRudNFahubY1fVFIaP5zn68j5G7+q8OQr4VwuEkEZbZXGzfpTfkPJDRNKQjeXkfNBxAOJ53EbAxJMrnP3SMvNnilyzBqZA93CKoeN5ho/n6RnPoGkvsb5pRZS0yPClJiFenr/yd0ESIX130+h+BV+Ze4jnnzPbc5yiKvQdyDBwJEf3cIr8QEJGCO/y/Id+RLnQoLhUpzBfZWmixNKFEt4WAk9RFQaPZDn8cC/j93Rh7i9stGnEbSW+185J4qq18IsZ35SpuVHIjSJ672J2Y4RnH11n+tm1bWMokTHpGkmT7YmTyJjEkgaqpoICvhvi1gJqJZfSSp3iUp3S6vaUK0WB3gMZRu/sZOzuTnK924mllwzq65vkXWt8rZ3de5p7LI/X/RCPl9/O02f7aPlxrbjO2N2djN3dRe94hnh67+RateiyPFVi4dwG088VKK1s9p2qKgyfyHP4oV7G7u68/hHh1wG+F+LWfNx6QBQJdENFNzXiGfPmzd1CNFM3C1IXFBGgSDnVSrltIvBC5s4UmXpmjYVzGxSX63sKgFdUhWx3jJ7xDP0Hs/QfypLp2l9oAN9pRus3CdTqspz/aqsy8EBE0jnbipZtrSrddYTVxgAnH1vm7JeW8RrbgxRMWyOZt4mnzfZzL4TAqfo0Kh7VoksU7uy4fH+CsbvkWOweSd04B/o+duCWE3Wvf/3rAfjMZz7Dy1/+cswtaYamaTI6OsqP/diPcejQoet96NsCLzWi7rdmVvjZCwu8Npfiw/ccuOTnSitL/M1v/jfmTz8v31AsDHuce772XhKZBLWNdRbOnt5GUPUePMwbvu/f0DN2gE/Pfpof/tQPE4mIHzz8Lv7VM38rlXKQ4div+yk4/KbLkiD+/Dzz73kvjafl97Lf+q30/ORPoMYuI0Tq6zhP/znlL/0xHcWn0NgkH9ZEhgvJ+2DsNeT6jzPx9GnOPPo5Ak8auoqq0n/4KCN33kvX6Dj5/kHsZBJN1/EaDWobRdbnZ1meOM/s88+wOjO17dCDx+/g+Gv+GYcffiVW/NoURq9R5wv/98M8/vG/IgoDNMPg5d/0Lh542zvR9F2MherqZqHb0twWb8iW1Y+2LuW9dZn1WA5iWSIzzWpdMLNSYnZxhdnZWYrF3T3nibhNZ8Kgw3DoCFfIl0/S0ThPjhIGUruLhEoh8SoKydewrhylSg+ub+I5IaqmNMO8dRIZi0TWIt+foHMwRSJrXnMEYVjxJGl3oYQ7USJYu6iGggrmQBJrNIE1EsMc75DP0S7Hq5c9CvNV1hdqVIsOjYqP2wikI1ZVsOM68YxFMmeR70/S0Z+4/ikdID2Opdnm4gjNgrFRsLmiVTPUPEwOcO45jyf+bpri0mbYeq43zvDxDgaO5ugaSpLIWpe8v0II6mWPtbkqa7MVli6UmD+7ge9uKvqqpjB4NMf4PV2M3d11VUr7iwZRKCMQVk/JiITKYrNfQqlItyJgkt3QeZhlZ4TPfXyD5UlZD8qwNE68up/jr+q/LkalEIL1hRoXnljh/BOrFBc3SUQ7YXD4oR6OvqKPrqHrn+a/VzQqHtPPF1ibq7KxXKdScPAcGdmkagq6KWsbpTpkFFrXYJLu0TTZ7vgtU0ZLqw2e/ocZTj262E5PAch0xeg/nKVrKEW2O04iZ2HaOrqpEgYRgRfSqPhUCg6ltQZrsxVWZyqU17Y7EsyYzvCJPKN3dDB8R8eNiy75aoDfkAshlGY2C+wHjoyss9JyPHUcILA6eeZT8zz+N1NtUq1jMMkdr+7n4AM9LygCLooEK1NlJp9ZY+qZNdYXNseRbqiM3d3J4Yd6GTqRv6UEaxhGbCzVKa/JiCWnJh05iqJgWJqUqTmLXG/8lpOLQgjmThX54l9PtOc/gL6DGQ7c283oXZ1XTQg4NZ+liRKL5zeYfm6dwvz2enC53jjj93Qxfm8XXcOp22YBrVsCv7G5onurJqHfkOSObksyNTuEyI5z+ozJFz4y0Y6C6x5Nc/c/G+TAfd3XzdmzsVxn8uk1zn55ibXZzX4zbY2DD/Rw9GW99B7I3JI+C/yQpYky82eKLE+WKC7VqRYvUapEgUTGItsTo3s4TddIiv5DNyni6SIIIVieKnPycwuce3yFwN1OzCYyJqmOGImMiW5psgJIIHBrPvWKR2m1sWuEcbYn3iSFOukZz1z/kgB7QOCHrExXqBQcahsuTs2X0WhCPjN20iCetsj1xcl2x28Lp+T82SJf/vgU82c27adE1mLkjg6Gj+fpHk2TzF1aDwc5x5dWGqwv1KQefq7I2lx1G+kaz5iyf+7pYvBI7ra49hczbjlR18L/8//8P/z6r//6S4Ks2oqXGlF3rubw6i+dxlQUTr3qDhL6pT1ZIop47tP/wBf/8k8prVyiZgkwcPQED779mxi/78FtE9CfnP4Tfv6LPw/AL7zi53jb+hI88vObq9H03AEP/gs48Y2SNNrtHHyf1fe/n8Lv/k8QAnN8nIFf/RXsY5dOw22jtsbqEx+l/NRf0V94jBjbBe+S2sNq/n48rYcLExvMzlyirtFl0HvgEEde/moOv/xVpDuv36qR6wvzPPL7v830M08C0D16gDd97/fSLZrRa0vPyboiu62U9kKg6mBnqBqdLIZZloJ0s6UokKVdmHwXWKqCTpzQjaF4JmpooUYWWmi195XLfD+WMug/lGXgcI7BozmyPfFrJ+5KLs5ECffCBu5EiXD9oog7BfSuGEZ/Er03QUXAzHKdyVNFNpavfon0XG+cgSM5Bo/Ic78ZaW6+F3LynxZ46pMzbaXStDWOvLyPYy/vo3Mo+YKU3jCMWJksM/VcgcmnVreRgCjQO5Zm9K5ORu/qJN+XuCEKthCCatFldbrC6myFjZU69ZJHvewReKFMnVIUrLhOLGmQzNnk+uLkehNXHQFwPVEruXzhIxc4/ZicN3VL476vHebO1w3e0JS69YUaZ764xJkvLFIrbaYedQ4lOfqyPg4/1HPjajxtwcaKNMomn15l6ULpmiLRrLjO4NG8VHJP5G+KIbQ8WebJT04z8eRq+5xzvXEOP9zLoQd6rjnSoLbhMnt6nZnn15k9tY5T3RIpq0DvWIbRuzoYuaOTjoEbM5ZArrhdWm2wMlNmZbpCYa6KU/Nxaj6hH6GqCqquEksaJLIWqQ6bzsEknUMp8v2JW0JSiUhw9svLfOGvLlBdl/Nc51CSV3zjQQaP3ZjVzDeW65z7ioyI2CoP7KTBwfu7OfxQL73j6RtOKoRhxNL5EtPPFZg9vc76Qm3XaIsdUCDbHZclDI7mGDqWJ5W/Tot47AEL54p88aOTLJzbACTZefxV/Zx4zQD5vusX9VYuNJh+tsDkM2vMny5uSytL5izG7uli/J4u+g9mZKTeDUTghazOVCgs1CivNiivNXBqPr4bEvjRZkRW2iTdaZPpitM1kqKjP3HDz+1SWJoo8bkPn2VlWmYbZLpjvOpbDjFyx41dbGx9scbZLy1x9ovLVLboZpmuGEdf3svhh3tJd9zYqK7Qj5h+vsC5rywz9fTaNodMC6qqYCV0FFUh9CN8N7zk+OsYSDB0vIOROzroO3hjI6Y9J+DMF5Z4/nML28jqZM5i9C6Zut8zmr6i/iOEoLbhsjZXZfFCicVzGyxPlbddYyxlMHJnJ2N3dTJ0PI9xg6IfAz9keaLM/Nki82elc3O3LI/doKgKHQMJ+g/JiMDBIzdHB4emQ+J0kS9/fJLF89K2VVWF8fu6OP7KfgaP5F6ww9Gp+Uw/V2Dy6TVmni9sc6CbtsbIHR2M3dPFyImOGxM0sAUtHWJ1tkJptUGj4tGo+EStvlIUzJjGvW8cftFEON82RF0LJ0+eZGZmBs/bXl/g7W9/+40+9C3BS42oE0Lwsi+cYtrx+P07RnlzV/aK34mikHNfepq//x9/S+Bt0NEfo/9wL92j44zceQ+Z7p5LfvdXv/KrfOj5D6GrOr/zht/hodQYPPp++Mrvba6OpZmyht3462HsNbJ450Ur39Qee4yFf/fvCVZXUQyD7h97L7l3v3vvykTgMv3Mp1l66pOkFj7PIf8MhrLdk7Ss9rJijLEedLBQtlhdqbRr2qmaRiyVJt8/SH5wmMFjJxg6fieJ7O4E4/WACDxOfvT3+fRH/gbHDVCJeLBjjpd1zqCrralAadZMG2rWzOqVtR7MhKwVFYUyCqu1lHej2Gwbm/tOqVm/4/KFXl0MVrV+1pOHKVjDFJQcK06MQsUh3EORWEVRiFlx4nYSy4ijY6N4Jm5JxVkHJTBRI7NN5iUyJoNH8wweyzF4JE8yd+2GelB0mtF2MuouLO3uLfUiQTUSeIYGGQstb6FlbfSshbA0IiGFZr0sa7EU5mvbUg9BCumBZuTZ+D3XP/LMcwKe/+wCT35ymkZFGvyxtMk9XzPEidcM3LD01OJSjYmnVpl4crWt2LeQ7rQZvauToWN5escz10RGCSGorDuszlQkMTcjybnWNV4Lsj1xBg5n5bkdzV/fxTJ2QehHPP2pWb7yiam2p/rIw728/BsPkMjePI97FEbMnFzn9GOLTD6zRtRMEVRVhZE7Ozj68j5G7ui4bp5YEQlWpitMPr3KxNNr2yL7QBIr/Yey5HoTpDttrLiBYWqyBp8X0qj6VAoNNlYabVI2vMhw6h5Nt738+f7rR2aJSDD1XIEn/366rWgDDJ/o4N43DjFw5PqSQa3orennCkw9u7YtugSaxtadnYzc2cHgkdw1p4UJISivOaxMl1mdrrAyI7feJWq0XQmGpTFwJMfQsRwjd1x9NNS1YP5Mkc//xXlWZ+R8k8havOwd4xx5qPemRFsKIZ/rs19a4txXVmhsqbuV6rA5/GAPhx/qJd9//QySWsll+rkCM88VmD21vqO/DFsuhBFPm9gJA0VTEJHAa4TUSi6VgrOjPhhAri/Bgfu6OHhf93UdP1uxNFniSx+dYPaUjChRdYU7XjPAfW8aueFEu1v3mXpWOpWmny8QeJvzh5XQGbtTRqAMH89fl1TLyroj06YnSixNlFmbreyNRL0IuqnSO55h5I4ORu/sJNtz42tzVYsOj/3lBc5+STp6DVvjwbeMcdfrB29qdI6IBAvnNjj9hUXOP7G6LSJs4EiWoy/vu66p5yISzJ/b4NyXlrjw5CpufVNvjWdMBg7nGDicpWMgSbYnvmN1aBGJpqxyKCxUWZ2usDxVZnW2si3iqR0xfWfnda2juLFS57lPz3Pq0YX2vKAZKgfv7+b4q/rpuw4RiV4jYPp5SQpNP1fYlrqpGyqDx/KM3d3J6J2dL0i3DfyQ5cky82c3WDhbZGliJzEXz5jkehMksiaxpImqKigquI0Qp+pTLToUF2s75khVUxg40sr+6Lxhc8/cmSJf+uuJTYJOVzj+yn7ue9PIDXOMhH7E3Nli2xFa3+KQ3Zr1MnrXC79uEQk2VuqszlRYaerla7N70yHe+eP303fgOq1EfYtx2xB1k5OTvOMd7+DZZ59FURRah2oN+v1VX188+A9n5/if82t8R1+eXz06vOfvnf7CIv/4oVMoqsLb/u3dDB3NX/E7kYj48c/8OH8//fekjBR/+PV/yIHsARmK/+QfwdN/vG31NkAWJO9p1jHLjrSXEA98m8Vf/m2qn5X1EhOveTX9v/AL6J2dV3X9AKuFAqe/+Hc45z5NX/ErHBMTaMr24TVNP+fjd7OcvZ/KwCvIdg/RnbJJx3RStkHK1knbBnFTuz5KrxCyFsKFT8HEp2Hqn8CrUAsMHlk6wNmKrCnYkTF401tfQd+9r5NF7a2919W77LH9hiTsnJIsdg2bK2bGcjLVslnEf22uwhN/O816LacJAAEAAElEQVT5x1eIhEAoAVZO0HvEJt6lEukOlUqFUqlEqVSiUqnsWHl2NyiKgo4NnokayKg8LbJRQ4tcLsvI4X7GTnTTfzh3VYRUyzieeb7AzMl1NqbLZFSFrKaQ0RSyhkr8Sl2ogJYy0bIWWqbZ0iahqVIseSwt1ZmZKLG23Nj2nb4DGcbu7mL8nk4yXdeuhNc2XJ7/pwWe/dRcO+Uplbe5703DHH1F355qnF0vVIsOU88WmHpmjbnTxe0KlgL5vgQ9o2myvTItIZ4xsWI6mt5MEfQjahsu1XWHjeUGa/MV1mar2xTn9s81V4/rGpbRB4mMRTxjYlgaiiqNVLce0Kh6lFcdiks11uaqrC/WtinPhq0xekcH4/d2M3Jnx3X1DAshmHq2wOf/7Fy7jlL3SIpXf9thesf3pqwEQUCj0bhkC4KAMAy3baMoQlVVVFVFUZT2vq7rmKaJZVmoQqO44LB8vkp5xUeJdBShEYvHOHxvPwfu6aH/UPaqSUzfC5k/U5TPwdOr2yL4FFVh4HBWKvR3dV51dEQYRqxOV5h+XhIWuxHDY3dJJbzvGqNl3EbA+a8s8/Q/zrajRVVN4fCDPdzzxmE6BvY+rwZBgO/7eJ6H53k79n1/M0WxBUWRq8QGTkRhrsHaVI3V6RpRoKAIFYSKoRsMHO6gfzxLvj9Jvi9BPG1i2JsyJ4pEs86ky/qifPYLc1VWZyq7jifNUOkcTNI9kqazmRJvxXVJnDbrVtbL8vdKq8303dnqjlo73SMpDtzfzcH7ukl3Xl/SrrBQ5QsfmWDqGRnlbtga971phLu/ZuiS49b3fRqNBo7j4DgOruvu2hzHwfd9oigiiiLCMGzvA2iatqMZhoFlWjiViI15l8Jsg8hTUSINVeh09GYYv6uXsRM99Iymr+p5DIOIxQslZk+uM3OysIO4jaUMhk90MHKig56xNKkO+4r6hixjUGHxfIm50+ssT1W2LdyQ641z4L5uDtzXRcfAC4u8BliZLvOlj00y/WwBkA6BY6/q54E3j5DMXd5gFULg+/62PvI8b8frVh8JIbbtt+a7rf2FUKiu+RRmG6xO1vHroAoNJdIwDJORE12M3NFB13CKfF/iiuSUU/VZX6qxOl1pk3O7pUbG0ibdwykyXTHSXTHiKTlWNUNtR2TVNlzKa1JOrUyVdxi9ud44hx7s4dCDPWS7ry9p57shT/3DDE/83bQkMhU49oo+XvYNBy5Luvi+3x5XF7etY6417lr9s7WfYPvYavWZaZrYto2hm1TXAgrTDTYWXJRIRxUGhm5y8K4+jr9ikIHDVx+dJIRgba7K2S8tc+7Ly9scq4mMycEHezj8YM8LSpVuVD1mT8mI6ennCtsiprfWURy9s5Nc39VlivhuyOTTq5z54hIzJ9fbOk2mO8adrx3kyMt69+QYFUK09YZLtTAM2+emKHIBnsK8TMFcOl+mUQrbsklBpaM3Rd+BPP0Hs+T7E2S6YruSqlEkqK47rC/UWGzWBN0tYi6eNhk4IsnSgcM5Mt2xK96rVtbF0oSshzh/prgj+6NvPMP4vTIl/oVGagohmD+7wVc+Mcn8mQ1ALuh1/NX93Pe1I1cMKBBCEARBWz/YTWfY2oJAyt2WftfSG1rznlMOKc43WJ1uUC/6KEJrNpVMR5KB8Q76Dubo6Jfk827PyjYCer4qS+DMSZ3cd3dyP5qu0jGYJN8XJ562iKUM9Kb+GIYC3wk49sr+W5IOfiNw2xB1b3vb29A0jd/93d9lbGyML33pSxQKBd773vfyK7/yK7z61a++UYe+pXgpEnWfKpR51zMT9JoGT77i+J6FhhCCf/xfpzjzhSXMmM43//v79xTa6oYu3/d338dTq08xmBzkj9/yx2TtbOtHJVF3/h9h4lMw+6XNSLtdzwGK5+OsPJVBhApaXKH/jUmSB1Oy7oZuNlenMbcse2/s/p4RBztDZKVZqPjMT57Bn3+G7uopDoaTqBcRd+ejfh6LjvOP0X08Gp3Ak+vZoiqQMHUSlk7C0khacj/ZbIlmG8jaHOxOcagnSWeyOYGVFyQh1yLnKgvbLziWb0Ybvo5zpSz/8Cd/Rr20gaKo3P/Wd/CKb/0ODPPmTYarsxW+/LFJJp/eTBMePtHBPV8zxODRSytRURRRrVYpl8uUy2VKpdK2bblcplKpsJcpTol0tNDC1BOkEimy2SzZbJZcPkcmncYy7SYR5FFZd1ib3V3gdA4l25ErPSNpRBARFByCtTrBWoNgzSEoNAg3XMKyB3tdoc5QCXSVuhdSboQ4kcAV4EQCs8Om+2ienhMddB3MYMUur2C1Qt4nnlxl8pm1trGV6Ypx/5tHOPxw7y0vSu+7IbOnZKHwhfOla0odbkFVFfIDkpTrHk7RNZymYzBx1SRkFEXUyg4L54vMnFpl+vlV6hUPUEDIKIbBIx3tKEDT0rcpQFuJr9b7l8LCuQ2+/PFJZk+vI5SQWErnnjcN0n80ieM0WF9doVIq4bgukaIQRKJt4GxtLTLnpkMoaELD1HUsyyIet4klEyRSKWLxGLZlo2sGSqQTNBTqxYDyskdh2iHyN++LbqkMHskzfCLPwJEMqsE2I8D3/csaCVsJyK1NCEEYCOoluXpdo+w3x4E8tqZppPI2mY44iZyNaUkDcGtftprvRFTWHDaW6qzN1xGh/B3d0Og/lKHnQArVEG1ybWu7FAnXIhFudB8pQm0r4AqabEKFSEOJ1KYB1fq7nBMUVSGeMiW5nZXbWErOOUKIq2qNqix0Xd1waJQ9BIKW1WglNBJZi3RHDCtmoqoqmqZd9dapBkw9VWD+XBFBBGpE94Ek/YfTCCWkXq1QLVdwPRc/CPGCoD2WbgtnsgBF6Bi6iWXaxGI2th0jFrexTAvTsFCFTuSpeFVBZdWnvOrIRTGE0owmV8j3J+k7mKZnPEWmyyYSm4RiGIaXba1xtLV5rk+5UKe83lyNM1LaxzNtg2xXnGxPgmTWbhMpV+orIRTWZqpMP1tgfbGKUCJQBb3jKYZO5NAt5ZJk6cUk3E1IFrqonxQ5liINFR1dk4SQYZjoqoGm6BCqRL6KXxf4jWYRfxQU0dwqKunOGNkem2xPjHSXjZXQd5BUW4ng3fbrFZfKeqPZN07zXsjjxFIWuZ4kud4E9pZxtbUftrZLvRf4IdMn1zj12Dxu3UcoEZlum9F7cyi6y/ryMrVKGc/zCaKISFUJBfjN8dUiC24lFAE6CrahE7d1EnGbZDpJPJUilswSS2WJxWKYpkVQV2ishxRmG8yf2aC2IWW/goIV0xm9u5Px+zrpGkkiRLRj/OxFLl2uOTVfLg5QDvCcsP3MIBRMWyedj5NIW8RSFnbcxDD1po6jEPng1gLqJZ/SikNpuSGTXRSBQJDri9F3KE2q0yKKoh1Oosu1GyKnBG3iThEqqqK1m4IKkSrXRGvJKNTm/ZB6WCJrtZsZ21xcYSsp35JBF793qb/5XohT9XDqPoEXNKWU/N8wday4QTy1qStcalxtnfOIFEorDitTVRplX84hKnSNJOgaS6JoUVvHuZS+0Hp98+c7Ngk8dDRFR1Olw1YJVaJAhVBtz4mgNrUrBVVVSObs9kr2yZyFldQBsU0mXTyvvfzlLyeXu3EZZzcTtw1R19nZySOPPMJdd91FJpPhS1/6EkeOHOGRRx7hve99L08++eSNOvQtxUuRqHPCiGP/9ByNKOKTDxzmztTevXaBH/JX/+0pliZKpDttvvnfP7CnmkdFp8i7Pv4u5qvzPNz7ML/1xt/CUHchKaJILou99Ixc+XJjZrPVCzLaC3A2dBYey+GW5G/kj1Tpuqt8pcVk9wxhpfH0FEEkUP0adlDaVl2tSoxHwnv4m/AhPhPdTZ0rhzlbeBxU5jmuTvNKe4pXqCfp9ue2f0izYOTlMg34wOuh505QN4mYRqXMpz70QU7906cByPUN8KYf+BEGjuyhZt81QkQRpx59ki//9acpzJ1DhEUQjjQCM1k6h4YYPHqCsXsfoHvswLXXlQtDqtXqNvKuFZG3vl5ko7iB51+iwO9WRCpaaKNFFmpoo4YmamRgGhbdgzkGD3YxeryHbGcSXdfbnt3LnbeIBFHVJyy5BBsuYcmVBF7FI6p4hGWPsOIhdvE+XQqBEPiqQmRqiJiOsHWEpeECVS9ibc1hZa3B1sVb+w5kuON1Axy8r/uKURtCCDzP20YGXcorvtUb7nnersafEGIbmdXab71uKTQqEAUhhEIuqBkKRKggIoUo0kHRUBUV3dDQTR3LNrATJvGkRSxpoRuyL7Yqx1fa3y3S7Hri4utWVRURQegLoiiURqrywsWzoijEYrEdzbbtbc9qa6uq6o4IkyiK2sqh67p4Th23XMCrl3BdD8cPcUIFT+yvZHm9oaoqpmlimiaGYbT39S0LAbXUuJaBsZXI3Krot8bcPvYORVGwbRvbtrEsq922vjZNE1M3UFFRUNAUSYooKCAEoZBjOhIRYRQRRiFe4ON5Lm6jhFsr4tSquE4dxwtwA2hEGhH7Bb1fKLb2WSsiuLW/G/nekhO7ySvP83AbNdlcF9cP8G8DLverGa2xZdt2Wy5ta6aFoeioihxdKgqK2iRmhCAIQiIREoqIUEREIsQNfNxGFbe0iFNexWlUcV2Phi9oRBoOFhG336qwX+3Yqkts1S1gUzZt3b/Y4bYvm144WjrCVl3hYv3BMKSNu5WUvFjPa289F8918D0Pzw/wwxvsQLwMvvd7v5fh4b1n7N3OuG2IulwuxxNPPMHY2BgHDhzgd3/3d3n961/PhQsXuPPOO6nXrz1K4nbGS5GoA/juZyf4u7Uy/36slx8d7b2q7zYqHn/+S1+hvObQOZTkG37k3j2FXp9ZP8N3/c130QgavOvou/iph3/q6k88DJq11daJSmusfPB/U/zopwCwRvsY+KFvxOpNy5ps7eZD4G7uh819r96sz1barNPW2JCrN14FBAphvAs3OUQtMYSn2ISBR+S74Nex3DXi7gopb3XbKrQAoVB4XozypH431YFX0XPitTx8eJCh/CZ5GvoRlXUHtx4Q+CFRIFi68BRf/ujv0ygXQVG4781v51Xf9l0Y9vWri1AtrvOF//sxTn72H/Cd9T19p2NwmDv/2ddyx+u/Fit+nWutCIFbnGdj7ixrs1OsLhdY36hRcTwqAVQjDecaFTpFUdrKytYIqq3bi/cvbqra9EJFoERAGKIEIUoYoYaghECooEY6KlpTkZVKbEupVdlUcFUhX8ucW5XA0KgpCutRQCn0KUU+jggJCdFUgaWHmEqIoYZowkeEtyBS4TZFq1+h5a0ViFZKzo0odRWFKKFsRAFRBEoUogcuShCgRhGmUDEjnbgeo39gnMGhI/QPjKOFGpETEDUCRCMgckJEELUb/ua+2FoTqXUdQgARCiGKcFBEHQWv2XwUxUXBRVAjUOr4OHiqR+ufr/i4hHgIPAVcVBx0XMXEwdrWLmVARQIiRQVFQ9E0DF3HMk3itknCttB1mU64m7FwseHQIiOFEBAFCLeCcCoIp0zklHGKG7ilEp7j4vsCgUKEii9MAgwCYeIJG0/E8LAw4ybEVFwDKmFAwwvw/BAvCLH8OvGghh00MEIPVYQIRUU1LOxMB539Axw+cYLe/p5NZVoz0GVcDmoIwosQfii3Xkjky61sEcKPZB+JEBrr0ChAfQ2lvia3fhHF3wBcIsUnxMcnJFDkWA+I8JWIAEGAwEfBN9N4Roa6lqauJGgocRzFxlVi+FoMX7MJNRtL1zB1lZgpyzcktkSSXnJO2/JaPmYKigAlcMFvEFZrVFeKNNZK+LUaCpK4FgjQBKppgGmCYRJpJqEewxMWrqfgNDwadV+ORUU+t74OFVUQ+A2y3jpG6KFEEYqIIIIIDVOoxMIIS2iYwsDGJIZJ3EzS2T1MNt9HIpFF8YUcS26IcEIiJ4BrqCO2HT4KcgypioOCCzgIpYZLFV+p4ysOnuLi4eEqIR4hriJw2RxPjmLhYRCg42PgoxOgESBJvwhVPntNJ4iuaViGjm3qJGwTyzR2TdPdSuTvFl0loojIqRHWy/i1MrW1Io0N2XeRiIgUGSsZoTTHjy7PUVj4mIRo7egeRYPQUKirCvVI4PsBSa9MMqiiRQFK1JoDQ7kfRRCGqFFEOt/D6JHjjB+9m77BcQx0RGusuK0xFMq+a40pNyRqjqv2OFIUEAH4NRS/Bn4VvKocR1EdRfHa/SVwCRQPj5AAH18J8AjxiAiUqDnnyU/7KHgYuIq8Zl+18VQbT7HwMPEVgwCDULNQdEkkmrpGzNSJmQYxU0fXtTap2HZkXbS/2+soDHDKFYpzq5SXinj1KioemuKhKCHoOpploBg6wjARmkmo6gSY+AF4ridX1vaCpjIi9QhHU6kHDim/hBH57f5x0XEVG00xiCsKqSgg5riYkYKFgY2FpZjkcn3kuwbIZLvRhE7kBO1xFTkB27yK14QIBQeFBqrSQMEBpU6oBXhaSAMPRzg0IhdXePiKQ6D4eEpEAwUXDQedBiYNxcLjytkmoVAQigJKc5zpBpapE7NMbNO4pGy6lLzSdR3VrxE1NojqJbl1ykROhcD3cGsunuMRBBF+qOJHKqHQ8THbY0yYcYSZgJiNr0E9Cqh7EU4ITijwQ1AjHzNwsYSPrggMwyCeSJDr7mFgaJDh7iyZZHwH+aPrOhoqBKItpyJ/u8wS/uZ4wynKIIn6KtRXURrrCLdC5JYI/SJBUCGMXEIlIiAkJCJQIVB1At3CN1IEdo7QzlBVkmxEMcoiRlXIrS80UKRckbJJI27qZOIW+YRJ0ja2EfM7UkCFlEdEW2RT8z0FUNwGilMBp0pYq1BdXcMtb+A1HKLmPwH4aM15TscVFo6wcYWUVZECAoFqK/hxlaIWUnQ8Itch7W2QdYsYkQ9NOaVEAlWAJhR0VBKpDgZGDjA0doSu/mEsYaCFitTl3KaO4IZtPaE9x7nNee5iiKht3ypRAyWqgV9Giaqbeh4eQnGIkPIowCNQPAJ8PAICJcQnxFcEHuChSh1CTeKqcTzVwlcsfNUiaDZFt6XOY+gkLIOkbe46x2maxn333Uc2m32B88HtgduGqHv1q1/Ne9/7Xt7xjnfw7d/+7RSLRX76p3+aD37wgzz++OM899xzN+rQtxQvVaLuDxfW+PEzc9yfjvPx+w9f9feLSzX+8r8+SaPsXRVZ948z/8iPfOpHAPiPL/+PfMvhb7nqY1+MyiOfYvGnfopwYwPFtul+z4+S+87vRFGvwcMthFzGvrwI5XmoLG7ZX2q+XoDayrWdbCxH2H2CpfgRvsJxPlYa5XOzPk5rMhbQGyrcqdsc1g2SDUFU2z3tQEQOQeMzhN7zABh2nsOv+HbG772HjkFZj+Ba0iInn36eR//0L1i68BUpEAAw0bOHUI8cJ+wbQIun0TWFZFDDLC/izZyhcPoZQl/WqbISCe5901u5981vJ56+hoKitQIsPwtLrfYcrE9A0Ljs13w0SqQokWaDNCVSVEnQwKaBTZU4NWK4wiJSXhpeWlUo2BhYwsBEx2xuLaE3X2/fGkJDa1KGMslORRWtUHipsAhAKIKo+UoQInAQuAjFQSg+QvXlazwiXBCO3Fd8wCdSJM0QESIIiAiJlIiIUP6aMKljUhU2ZWLUhI2LQaTY2HaSVDxGZ8wiFzPpiFl0WAppNcQIPFTfQ/NcNM9BcR3wfITnITwffF+SXEJHYAAGkdCbBE/zepQIEE0lThAJgScsHBHHEQkaUYISSZYUi6KqQOQzXJ8nFdTQFR1FjdGIdePqKQIMYqikUUgLhQxgK19d0TeyVzygjqFUMCmjKFUU6qhKDRUHCAiAInFWRZIVkWaDJDWRoEEcDxuBhqnqdCVMumImHbZGzlBIa2BEHjT7SPg++EGTjIwgREZlCrXZZzoCjRYhubkN5VZpbgm2bAMgxEOhhkEZi5KwqUQGulcn5RelwQ+oio6maNu2umKgKwaaaqCqFrpmIim6Ww9p3EoyokXEXrwvEDhYNLBwhImDjYuJqltYmoGt6piajomKjoIaAaGCCEFECiJS4QZGYUZCNHtIoIoARCiNI0VDVQz0GzVmVEBVUJRIkqdRBFGEQGn9EW5IRI+HSg1FaaBS30JONFCaz2mZmHxGsalj4gqbAAvQsXWDpGmQMnVSukJMVbAVJDHmh4ggbEYzA1GzD4UGXE1h+4j2mGqPpZAQSTg2UGmgUxc6ZljHDqqIZr8pikGoxVAVE03RMBQFCxVT0dC+SmSvIERtUkAt4kiOqwYqruwrxSHEpyIsKiSoiAR1YkQYGIaFbVkkDIOEoRHTNCxVgSCEoNVHkrwUoYBQSJVLKE35pLM5122+3vP5Cymrw2ZTRXNPSNkdqjr/f/beOk6O48z/f3f38MzCLDOLWTLItszMdhIHHfoGHbYdvOR+SS53uYsvlwtf4jA4iWM7dswos2XJYoZlZpgdbvr90TOzoF1pJS3Jrrde85pR78x09VRX1VOfep6nZEnBmVgcnDYUCSQrNND6Wh3J1MCIW9dqKoBywtdzIphEUQgiSUEgDFIICCNJYWQihJDpNRz062kETB+D+OiT/YQlDxIyChJem0yu10GO20G2247fKZGhGNj1OKYag1gEMx6FeAxTjVvjlqZjJkI8retLXKeppP4PekJAVlOiCqhIkjpKaFHRMAjgIICbQdNLwHRhxuPYYmEcejThETwyRsmJtiVLdnTFB3YvDocHj2LDCdgNkDVjTO7e2SEpfccS1z3y0NCJIRHFQQwHMdN6VnEQx45dUvAqNtyKgkuSrN7PMBML37N9HRaGmbANTR3TtKwjkBLjlBUxcvqhJ2yFRN1I41+rgImKjZhpJ4qdGHZ02YWi2HHIdhyKgl1SsEkyOe9ajKNGeNRNK0899RShUIi3ve1t1NbWct1113H48GGys7O59957ueSSS2bq1HPKW1Woa4/GWbtpPxKw57zl5DhOfLDsbw/x0P9uJzKskpnv4dpPr5xS8ttf7volP935U2ySjV9d8SvOKDjjJK5gLGpXNx1f+xqh114DwH3GOoq++10cM+V6q2sQ7LJEvOZXoe4FaH0D4qOSnruzoHgtVF8KJWeO7Mo6LsQypuls2tHJrhfb0JuCOCdw6NMkkJwyLrcNr8uGoVkJO6MhDS1Wjxp6Bkwrt59sr8HmWo/NlU9WoRd/gZXkNSPPTZrfhcNtw+FWMA3QVIPIcJz+9gEObnmdjoMvoUfbRk6sFNDhXc7L6ZV02Y99jzj0GGv1RpYP7MIdTiSVtjupuvhqLnj7LfgzJxHsQr3QvhPad0D7dujYZQmjEyJBepH1W3qywZUBrgzikp3+YJzeYIyBYITo8ABmdBCfESRHGqJI6sMnRcd8kzUFsVbRtIQ3g4ol2ERNBxEcGMhJ3wZsGDglq3JMpISwI6Vej34kjxuODAxXFobLj+7KxLC50WUHhmRHNWVC0TihaIxwJIYaC4MWwWnG8RBFkUx004aOGw0XOk5004GMA0X2ouBB0p0ohg3FUHBgx4kDt+nEadqwY8NmWqGmGjKaJGEkrjv5kCRwyLr1SJpGZhTZiFoeLCijJgkKmDZMyY4pOSzBxBDhkyeLjsmQaRI2NTQjjKQGQB8mbkSJ6zGiZpweZxoD2aWQW0yWV6LU1kmx1kBO5DBpgT04wqNzWib6FZsb8pdj5q3EzF0BWUswnNmoMQ0tbhAOqwSH44SDMaLDccLDcWIhFT2iIcV03Cb4kPBiPdtmxOXwzYdmWl45pqQhyzHshLETwmYGrIk+0ZRwlmh9oLgxPVmYLj+6I5O4LR3VdKHqdmKqjBbT0eN6yotS0U0cgAsJ57ypFx0kA0kykCTT0rXMRF9ouSJgmpboJU2TrGkoEqpNIizDkGnSp+n0qhq6Hsah9uGNdWHTAqhGDNWIEwLa0osZKlqIu6iYamcPC4xaKqJ7yRnahWfwMNL42atsh/xlULgKs3A15K3EyFxEVFWIRzRiEZVAIEZgOE4wGCcUiDE8GCUyHEcLq0hxnTSkMQ8fEq55U29zjxUCGUczVDQjjm6qRDAZkh0EHB5cDp00W5AMeYgMs5s0rQ2n1jvKk9HyFjORML35mOmlmOklaN4SYs4CYlI6qgpaTCcW0YhFVdSojhbVUGOWx4qkGTgBDxIuwI2E4y1aRyZg2GXiMoSAQUOnT9UZxiRqxLGrQ3hiXbjjvWhGFNWIETdi9Lgy6S1cBFWLqXR2s8A4THnkAHmBPfiGjhzVtkzFgVS4GkrOxCw5E4rOwPQUYqoGelQjHIwTCsaJBFUCgShDQ1GCw3EiifFKDau4UuOUhA8Sz/OpX5z/mBhHjU0j3sKJsUoC7D5MhyX86YoHXbKjmnZU3YYWt6ZDpmYi65aI5pgzu0FNLMhZC3MSGkiaNTYpEsiKlZ9csmMiY5oyurUug2kkRHKDRFIEa5n6VIXkuGQSNTQ0Iw56GMOIo5lWfxcBum1eep2ZeNwmuY5hcmz9ZNFDpt6GN9qIzQhYhRqPMw0zswo9vYq4t5yYu5iIPY9QXCEcVomENeIRlVhIJR5W0aM6imbgwWornsTDC9Mr0ifoXR9m9U1XTvv3zgXzRqibiP7+fvx+/4xs4z5feKsKdQCXvnGQfcEoP1lSxi0Fx9/BdSL62oM8+pNdBAdiOL02Lrl1CVVrco/5GdM0+fJLX+bJxifxO/387bq/UeQrOqnzj//ewXvvpeuu/8YMh5HcbvK+eCf+97zn5LzrThRdg4YXYPd9cOARUEMjf8tdAstuhuVvg5wFqfK2HOhn+1PNtB0aSL3V5lTwlHrpdpnsCkXY2j9MGMaE6C0pTGdpYToLcr1U+lxkqzFqn76PtgOvklwuk5R8FMcivI5MMhwaHiWAWw7gkoZxyMNIZgTJDCAZQ2h6gLghoRoKccPOkFTBXucKXnBVMuDMoiIvgxyfk0yPHZddwTBM4ppBX8gSxzqHovSFErs+mibV4QbOGNxGXtzadCIiOzmcdwYZ1dWs8vRSLbVQETtMfnA/nvC4DTSSZFVBwQrM/OVEs5fR7y6nS8qlJ2LS0h+mqS9MY1+Ipr4wLQNhJuod3XaFRQVpLClIY1UuLHANUWj24td6cEa6kILtEGjHHGqHQBvy6DqbBMOUCOBhyPTSQyYdZhYdZjYBey6qt5CYpwDdV4gtLQ/F7rS8z0wIxzUGwnEGQiptgxHahyITltlpk1lelM6GfJX16T0sUjrwB2uRuvdD94FJN1uJ6Tb69XQGYi7CcYmYoaAZCpJkyYcOnw+bz4euSMhakHy9iyKp96jdjpOETSeHzWIOG6UcMks4bJZy2CihCz/Jm1GG1CTHjYQba6JjGQEkjknkOGwUuu3kOu347QrpioJPknCaIKlGIrzpGK7+E9cEJIyypGde0h9Pkww0MxG6aVrruTFJxrDbkRxONJsd1eZCt9mIGCYRwyCs6gQiKtG4ngw4TvjSmPiIUWCPUOmKkK8ESTcGsUX6LAsv9W4JU1KQvBlIGblI/kKk7FKkjFxkpw3ZY0f2jDxLToVwXKeuJ0htd5AjXcO01NWh126nqn8n5Uo3Oc4Q+a4gOe4IOY7gUXVlmBJHzGJ2GjXsNKvZZdbQIJVhygq2RMioqpvETyBXiSJLlGd5qMr1UZ3rYWGWl+oMN2VeF14TzKgVjmtENYbbu2ndvYfhzh5kScIpg9tm4JJNnIqJTTKxyXHschxFShrQSe8cFUnSABVMjbBkI2jaCGJnGDsDppsBnPSbHobkNCLOdIbtGajOdOKSZIUAaTrDYavOLB8NEqb1iImd7bKzIMdLTbaHmjQoVYYwOo8wdGQHLi2I126gSPKIIG1Ko7wd4kg2BcntQbIrSDYTDZXocA9GtBubFsCtBHEpISskbRJ6zHRqjRKOmMUcMYupNYs5YpTQSzonGnvtsMlU5XipyfFS4/dQmemhLN1FaZqTNEUG1USPq/Q3tdBb38Bwdy/RgSGkeAg7MZyKjttu4nVJOOxgs1l6u2aqqFqUqK4T0E3CpuXbFcJOn+mmFze9ppce08ewLQ23Px+7x4fP48DrtCYzqm4QUw16gzF6hmN0D8fQxm3CIwPZNo3L8sOcn9bNMrmV/EgDdOzDZqpgJuvCan2SXYa8BUiFS5CKVyKVrELKrR6TuxVgOKpS1xOitjtIbdcwnYf3kN3wItWhfRTYhsh1hch1hsh2hrHLR7eHVjOH7cYCdhg17DAXcESqQJUcKJKELIGaGPNOhEyPnaocL9W5PqpyfVTleqnO8lDidWLTTKvfi1ntqaeunsat2xhsbccmgcdm4LVpeBQdp2Jil00ccgybFEeRNRRJQ0YFdHTJRMUkbpqEsBEwHQzhYhAnA6abXrwMSF40TzaaN4uoy4/sdKHLEhHNIB7X6Q/F6R6MEteSbWmkDdmAHI+D1fluzsqKsMzeS168jWj9TuRAOy7FZMRDKll3KpLbh5RdgpSWjZTmR0rPQXK7kV12TLud/mCA7p5uemr3IXfsJyPSRpotSoY9it8RYaK9qQxTos4sYo9ZyR7Dehwwywlx8rs5uu0KFTleKnM8lGd7qfJ7qMhwU5bmxG+3WUJ5XMeI66jBCH2NzQy2tBLqHUALhrHrcZySlX7C5TBw2q2dESUFDFNHNTTiukZU19FMk6gkEzZthLERNO2EJAdDphPN4cV0pSF501G8GdicTus+VyRCqs5gTKM/GqdhIEJnMJbw4xkZgXxEOcvXz3n+IVbZOyiN1eLuO2AtuiU2NLDalgT+aihYgVS0FKl0FVJBDZL76B2FNd2gqT9stavEo6Wtk+zWLawY3s5CuYVsZ5gCV5A8V3DCttVs5LLDTLQto4ZDlCPZrDQtJqaVCSDxXlU3JrSLxuOwydTk+liY72NRQTqLCnwszE+jyOe07IhUSK5O1+EjHHnpFcJ9g9hlJx6bjXS7DZ/TjlNWsaGiEMcmqUgSjPHOHj1mSVZ+vQgKEewMm076cTNgeujDS6/pY1BJI2hLR7I7kBRrnIoaBsMxnZBueaPKgANwIGEHnEi4JInyTDeVmW7K0l0Ue21km0FCLUcINB/CYURxKTpuWzLhhIzlSW5FKFjeeMnH5J7VlgCXFLq1lN9Aj5lOvVlErVFMrVlEnVlEu1JCr5KLakjoCVtCn8Kmah6HwqI8H8tyfSzK8VHt91CW4SbXacPUdNr3H6Bu8+sE25pwKyYeG7hkFbei4lLiuBTVeshxFDmZasBK22GiEU/EbwRNG3246TPd9Jg+esmglwy6zUyC9mx0Tx748pDtTuyJ6KJgTGM4qjEYjtMbjE96DeXZHlYW+TgvK8gaRzvF4VoCuzbiCrWR4dAm8JIEyWFDyq1EysxHSsuG9FwkpwdTtjMcN+nu7aev6RBaRy2+UBvptihp9hjp9iiOCdoNQMy0UWsWc9As5aBRxqHEc7/s5wSHIwDSXDYqc7xUZHutPi/bTUWGm3Kfi3RFsaIYVAMjrjPU3kF/SyvD3T3EAkGMeAgnMVw2Ha/DtOwHWUPHIK7FiahxYmqMiKZR8a5PULpy7YkXcB4yL4Q6VVW56qqr+MUvfsGCBQtm4hTzlreyUPef9R38qKmLG/My+eWyipP+ntBQjMd/vpvuJsubbMGZ+ay/sYr0nMkNp4gW4YNPfJAD/QdY6F/In67+Ex779OQ0i7e20vEvXye8ZQsAnrPOovC7/4GjpGRavn9qhQjBwcdh7wNQ++zYvHe5iwnlnMfupmr2NFSgmm4kCSpW5rD0vCJKlvjH7HI5FFbZ3NDHa3V9bKrr41DX8LiTmeQySJXcyZlKI+tiuynW2sh0RMiwR3Eqp+YfbiIheXMhLR98BeDLB1+e5R3oybZ221UcBHWZ7oEAfQMD9A0MEhvsxNt7gKLQEbKVYbIckQmNOIA6o5BdZrVldEtVNNiqCJlu4roxZcMtL83JsqJ0lhals7Qwg6VF6ZRleVAm2Yk2iRaPEw0Oo9jtOGygGKolssaCWNslKZiywkDUoDnsoCEo09gXo7k/TFNfiOb+8DEH/GOR5rJRleNleXEGK0syWFGcyYJ8X8qoGE08GuHFP/6KxpceJtcZItcdobzARa4rjCPchmSc3M5suuJk2F1Ct6OcBqWcA0Yp22NFHIpmMxTTR8KyJ8BhkxM7Gyvk+JzkpTnJT3eRl+ak2O+mKsdHRY6XjOPsbgugxmM07d5J064d9NTX09faghazNg+RAGSZtKxc/MWFFC5eQtnylRRUL0iJ8Lph0j4YobEvRGNfmKbeUOp1c1/4hMSqdJeNpUXpLCvKYGlhOmvL/VRke1KTmNDgAE/88LuojZspcgdYWuklR+pCCvUc/WWKA/wVlvDszQFXJjjTASvnGlrUCvUO9UCwE/rqx4r8owhqDprMEna61rJZWcHWeAWdMfuUNyQGsCsS2V4n2T4H2T4npX73iNGW46E0y4PTduzQtN6WJl677x6ObLY8mCVJpmTpcqrXnU1B9QIy8vKxu1zEIxGG+3rpbqijff9OWnZvxYiFUCQDA5ns8hqWXnINFedcQuOQmhAsg9T3BmkbiNA2GKU3OIUNZLAm22VZHhbk+1iQl8bCfB/LizMo8btT9abF42x64K+88fADmIaBy+vjog98hKUra5B6DlpCeM8h6DkAvbWT1sNERHWFoOpkSHUxaMunL2c1ddlns0cvpTZoZyCsMhxVj9mePA6FNJeVPy7X56Qww0VB4lHid1OTm0ax3z1pn9bb0sSuZx7n4KsvEQ2OHyeOTWHNIpacfxGLzr0Apy+d9sEIDYk21NBrPRp7Q7QMRKY0WRt9TQvyfCzIT2N5UTrryrNYXJiW6uMCvT089qO7aD+8n0x7lLPXL2RpdSZy5y7Lu3qihQnFAZ4c8GYn2pIVaocatvLMRgetvEqTEDdkumIZHLYv4lX3ObxmLqMx5jtm3YxHksDvcZDjc5Djc5Kb5qQsyzOqLXnxe+zHXOg2dJ1Dr7/C1kf+QXdDXep4dkkZhQsWk5Gbh93lRtdUhvt66WttpuPIIbT4SJtIz81j1eXXsOKSK4jKLg53DXO4a5hDXcMc7gzS2BeiJxib0hiaJC/NyZLCdBYXprGkIJ3VpZmUj+r/hrq7eOJnP6DtoJV2Y+m6FVx81Tm4AnXQsTuxGVgdpxpjF9MV+uIe+vUMWtOWs8t/Pm+wkJ6YneGoxnBURZ0k56Asgcdhw2VXcDtk/B4HuYl6yk1zUpRp9XuVOV7y053H3kzKNOmsPcyejU9x8NWXUGPRSd87Hl9WNgvOOpcVl1xBdmkFbYMRaruD1PUEqe8N0dATor43SFdgav3caPweO0uL0llZksmqkkxWl2ZSkGEJYJqq8vzvf8neZx8nxxVixcIsltdkYuvcYW3YNh5JhvQS8JeDJwucaeDwgaFbeZ3VqJXyZbjLSgETHZywTDFdoTOaRpNSyVbfuTyvrKMu4iWi6id0D9oViTSXnWyvg2K/m6JMN8WZbqoT4lx5tve4tl1XfS0v//UPNO22NkO0u9wsv/gyFp51HgU1C7E5xm6EN9zbRef+HbTufJ32fdvQIkEMU0I3JfKqF7HkspvIWX0+dX2RRPsapm3QGqfaByMMRY6f39rntJGX7qQqx0d1npeaXKtvXFyQhmuU3T/Q2c7G3/6Cxl3bAcjIy+fCD3yUmnVnW3ZG7yHoPQy9R6wxK9ht5TwN91v1NQpNdhFRZSKqREhzEFCdRL3FhArX0pqzhn16CfVBO+2DUXqGY8e1ldx2Bb/HTrbPSYnfnXh4KM2yxqgSvxt5XN1oqsqBl59n6yP/oL99ZBM9f1EJxYuWkl1cgsuXhiTLRIPDDHS00VlXS3dDLZgGimSVKXfBUpZfdAXFZ5xLa0CnoTdEfU+Qut4Q9T3WGBU5gV1j0lw2Sv0eFhWkWfOHQmsOkekZuTcadmzl6V/+mOBAP5Isc+7113Hm+iUoPQesvq5zj2U76CfehpPopsRA3E2fnkGnZyH709exS1rA/mgufRGdUPzY1+RQZFx2mSyvZddlJ57z051UZHspz7bGpsxjjEmmadJ6YC8HXnmBhh1bCfZPPoaOxun1Ur5yLUvPv4iKVevQkLDL8lH3wOnKvBDqAHJzc3nttdeEUPcW4o2hENdvP0KGTWHfecuxnUKj0lWDLY/Ws/3pZjBBViQWnJHPorMLKKzJwOY4euLXGerk3Y++m75oHxcVXMK/1HybSEC1QrHCKoZuWg/DxGaXsTsVbA4Fh1vBk+bAk+7Ek+HA6bEd1fGYhsHAX/5K9//8D2YkguTxkP/lL5H5rnfNvodoZBAOPQ57/4FZ//wYQcUwZaLOMuwVq7EXL7PCOtMKrcm8zWk99DioEUv8C/cS7G2lp62B+EAr7uFGcmKteJg8d5tpWhP8oOYkotuIaHZihg0dBd2VjtOfS05BHgV+N3Y9YuXoC3ZbOfmCXVbenmlCMyT64x56DT/1met4w3sOW2JlNA4rxx1cXXaZHJ8zZRyUJyZFZdkeqnN95KYdP3EwQLC/j30vPkfrgb101h0ZO6GVJDLzCsgtr6R0+UoqVq7BX1h8/O+MaTT3hekMRBgIqQxGVAbD8dQkQpLAY1fwex34PQ7y051U5njJ8jqmdD+2HdzPEz//AUNdnQAsPu9CNrz7/WTkJTaC0WKWwda939ohORawNkhRI1boq6Yz1D9Ad/cQnR19hFWFgOokoHrIWXoWSy+8lJoz12N3Hr0ZSVwzCMbG7vKlyBJep21CQfFEMA2Dpj072fPcU9Tv3JoS5sYgSUxm4fv8WSxcv4HFGy6koHrhpL+lbph0BqI09oZoH4wQ0wximoGmG3gcVgLwdJeNYr+bkkwP6e6j+5QkrQf38dgPv0dwoB+7y82Vn/w8i87ZYJVxsNkKgW/bBq1bLaHhZIw3SbEmTDkL0XOX0dQvs3VbPS1NI7kxK1atZe3VN1C+cg1hzfL20QwD3TDRRq18O2wydkXGYZNxJh4n2wf2t7ey6f6/cvC1l1KJ3BefewHnvOM9ZBUdfyFE11Sa9+xi7/PPULt1M4Zu9YWejExWX3ktqy6/5qicllFVp3MoynBUIxjTCMctL4DkxgjJ9uRzTl5nAK379/L03T9hoMMKq1+4fgOXfPgTeDP9E3/ANCE2bPWFwS5LBNLjVltTHODwWhNZVwZmeiFt9U3sfvZJDr/+CrpmXZfD7WHZRZey+oprU7+PqhsMRzUM00z50tlkGa9TwXYS7UnXVI5sfo2dTz+eEk7AMp4rVq2jZMlycssrScvOxuHyoGsqkcAQfW2tdDXU0rR7xxiRSFYUFpx1LmuvuZGihYuPOp+qG7QORGjuDxOIqARjGsGoVSfJey3b6yAv3UV+upP8NNekBnvdts08+fMfEg0O43B7uPK2z7Pw7PNG3mDo1u7vbdsTqRF2WBMjbYpCicNnieSZ5ZC/lFhaJfuP9LH5pTcIDVhe7IrdzpINF7H26hvILCknGLV2yzNMEjvAWjkqbcpI+3HaFOyKdNLtKB6NsHfj02x7/J8Eeqw2bXM4WX7xZay75iYyCwon/ayuqbTs38uh117myJZXiYUsMdlmd7B4w4Wccf3byC4uHXs+zaB7OErHUJSBUJyIqhOJ6+imiduu4LIrZLrtFGa6KcxwjREMRmOaJvtefI7nf/9L4pEIdpebSz70cZZddNnRv0VsGLr2WWNSoN1KExLstDbx0mOgxS37xuEBu9da/EsvTqW2GNDS2PX6Dva9/DzR4QAwcm+uvvJaihcvs06jGRjmiFeWaZo4bDIO5eT7uSSR4DAHXn6ePRufpre5MXU8PTef8pWrKV60lKyiErx+P7KsEIuECfb10d1UT/uhAzTt2YkaHbHNChcuZs0V17Lo3AuQlbG/cTCm0dQXojcYpy8YozcYIxI3Uvegx6mQ4baT6XZQklhcyfBMvAAW7O/j4f/9TzoOHwRJ4rxb3sfZN79zJLIk2ANtW6FlizVete+Y1FP/mGSUWREiuYsw8pbT1K+w5ZUdtB4Y6YeKFi5h7TU3UnPmejQkoqpBTNWJjXIHkqSRjbvsikS6y35K49RAZzuv/u1PHNr0MgCyYmPVFVez/uZ34cnInNJ36JpG/Y432LvxaRp2bMNM5GtOy8llzVXXs+KSK3B5fWM+MxxVGQyrhOM6wZjVjyTvxaRA5zlOmiFNVXnjn/ez+aG/o6sqis3GmTe+g7NuugW7Y2o2LsZoW1qCxCYyzft2s+uZx6l943VMw7oeb6afFZdexarLrsKXlQ1Y6XiCifFWM0xssoQsWZs9ZLjtk/YPExENBtn1zOPsePIRQoNWn+v0eFl1+dUsv+QK/AXHjqaKDAdo2LmNQ5tepmHH1lS5XV4fKy67ijVXXkdadk7q/aZpMhzT6B2O0RuM0x+KpTwBdcPE57KR5rKR4bZTkumZtA0BxMJhXvrzb9n93JOAJSpe/enbKaxZdPSbdXXEBh/usGyGYLdlg+uq5axhcyUEcC948yCjGNKLGYjI7N52kL0vvzimr6s58xxWX3ENJUtXENcNoon+IHktNkVK9d/HE62PRaC3h/0vPsfeF59NzTHAGpOKFy8lt7wSf0ERTq8PSbJ+l6HuTnqaGmg7tD81BgG409JZesHFrLnq+pH5yWnOvBHqbr/9dpxOJ//1X/81U6eYl7yVhTrdNFnx6l76VZ0H19RwTqbv+B86Dl2NATY9WDcmlFNWJPwFHjwZThSbFY4Vj2iEh+LU6gd4cMGPMWSdM5uvYV3bice0KzaZ9BwXmfme1COnxEd2sQ+9rYX2f/k6kW3bAPCeew6F3/kO9uLjiy/TyXB/lDcea6Bh02GK7bspde6iKn0vbq1jWr7flGSM9FLC6ZUMuUsZdpcy7Clh2FOKnl6KXdOwxYbJdClkp3tIy/Ljy8w6fkiwoVueCYF2y+MnKd4lJ6/hvsSOujFrMFIcYPdYxrcnB9ILE8Z3MZq/it3bDvD6g/cTCQwBkFdRzfnv+QDlq9ai6iaRuE5Y1QjHdWyyhE2RsSsSXoctFV51Ur+PadJ+6AA7nnyEI1tew9DHioKSJKcMsfHkVVSzZMOFLD7vwpQhM1toqsqm++7hjYf/gWkapOXkcvWnbqd02cqT/s5IcJgjr7/Kvhefo/3wgdRxh9vD4vMuYMUlV5JfVTOjgnY4MMS+F55l97NPMtg10gbScnKpXncWRQuXkFdRTVp2NnaXG9MwiAwHGOhsp7u+lpb9e2nZt5tYeMRAyKuoZvWV17L4vAsmFBxPFdM02fbYQ7x0z+8wDYOs4lJuuONfyC4pnfxDhg5DrZYHQ3+DteIdHYJowPJgkG1WzhRvDnhzrYe/0hIXbGNX+03TpGXfHrY/8TB12zanxEt/UQlrr7qepRdegsN18uFfx2Kwq5PXH/gr+196PtVOFpx9Lue+473klFWc1HeGhwbZ+8Kz7HjqUYJ9Voi8ze5g6QWXsPbaG48SG06WWDjES/f8jt3PWsa2N9PPpR+5jQVnnTst3z+ecGCI/S8+x65nn2Cwc+TeLluxmtVXXkv12rOOmqSfDEPdnex+7in2Pv8M4aFBACRZpnrd2ay6/GrKlq+a8nlCgwMcfPUl9r+8cYxoV1CzkLXX3MjCs89DsU1fPkpNVXn5L79n++P/BCC/agHXfeErZOZPwbDXVWsiFOq1xp94MLGLrmGNPe5Ma6HLl295Bk3Qj+mayuHXX2X74/+ks+5I6njZ8pWsveZGqtacOSPpMkKDA+x48hF2Pf040ZAljLjTM1hz5XWsuuJokfp4qPEYh159iR1PPTpSb5LEgjPP4aybbqGgevoW3kODAzx990+o32ZFKhQtWsrVn75janV2CmiqyuHXX2Hn049ZwlOCnNJyVl1xLUvPvwiHe/p2mDdNk9b9e9j93FMc2fIaump5SdnsDhauP48Vl1xJ8ZJlUxoftXicpj072ffis9Rt3ZyyO9Jz8znz+rex7OLLpi6+TJHmvbt5/Cf/TWhwAKfXy7Wf/RKVa46TB9o0LZtuoBEGm6zF5fiwFVUg26yxyOayxidfnhVZ4S+3BIcJ6GqoY/vj/+Tgqy+lFmOOJXBNF6HBATY98Df2PPek9VtLEkvOu5Bz33nrKd2nw/297H72SXY9/TiRhJBid7pYdtFlrL36+ikt5k6Fxt072PjbX6QWk8pXruHS//fJafv+JMN9vex+7in2PPdkSjyTFYWas85lTUIEP1X7b6i7k+1PPMKejU+nxGpfdg7rrrmRlZdeeVJtNjQ4wP6Xn2f3qLFVVhQWrt/Aumtvmtb+rmn3Tp765Y8Y7rWiJNZefQMb3vOBGbEtk2iqypHNr7Lz6cdpP7Q/dTy7pIxVV1zD0vMvwemZnr5OU1Xqtr7Ono1P07RnZ8qedLjdLDrnfBaefR4lS1cc5XU6HkPX6aw7zOHXX+HAKy+mbJGbv/pNqtacOS1lnWvmjVD32c9+lj/+8Y8sWLCAdevW4fWO7YB/8IMfzNSp55S3slAH8On9TTzQNcCny/L41+pTzxOXpLN+iAObOmjc1Us4cOywwAN5m3ix+m8AvGvgs6x1rsfptaMoErIsIcmStZV5VEeL65bIF4gTDsSJhScP95NtEjnFPvLKfeQfeRbzgd9APIbs8ZB75x2zkrsuHIiz/akm9r7Yhp5YQaxclcPZN1aRXeSzwgg690DnLmtX00BiV9l4yPIa0GKWkWR3W5MQT44VcppWYHneZVVBdo1lNNmm1+CbKeKRMNse/ydbH/kH8Yg1gJcuXcGG93xwQg+OU0GNRTmYmMj0NNanjhcvXsqicy+gaMFiMvILcHq8KTEoGV7UtGcnbQf3pYxrSZKpPuNsVl95LWXLV824Z2ZvSxOP/+T79DRZYSrLLryUiz/0cZyeiY3jk2Ggs539Lz3P/pc2EujpSh3PLatg+SVXsOT8i3H70qbtfJ11R9j51KMcfO2l1ATI4faw7MJLWXbhpeRVVk/5d9VUlabd2zn46ktjJlQur4/ll1zBmquuIz0nb1rKHQ4M8eyvfsaRLVao56JzL+CKT3x2xoSx4zHY1cnOpx5hz8ZniEfCgOVBteKSK1l9xTXTtpLZ397Glof+zv6Xn0+tZFetO4tzb3kf+ZXV03IOXdM4vPlVtj36IF31tanjVWvPZN21N1G6bOVJtTVd09jz3FNseuCvKeNxxaVXcsH7PjxjE8XRmIZB0+4d7Hzmceq3vTHikZGdy4pLr2DBmeeQXVp+QtcWC4dp2PEG+158jsbdO1LGtc+fxYpLr2TFpVeSlpVznG85Nt2N9Wx/4mEOvvJCyjMwLTuXNVdfz8pLrzzl/qervpanfvnjVH+87tobOf+9H0KxnchupNODaZp0HDnItscf5sjmV1P3eEZePks2XMTiDRdNi2Dc1VDHjice5uCrL6Z+U39hEeuuvZmlF15yymKNaZq0Hz7IGw8/QN3W11PHy1eu4awb33HSbQis+3jvi8/y0p9/RzQ4jKzYOPed7+PMG96GLM/u7q1dDXXseuZxDrzyQsr72uF2s/SCS1i0/nyKFi05aRE86VWy78Xnxiwe5ZZVsOLSK1my4WJcvpPvN4ID/ezZ+BQ7nnw0tVDpychk7TU3svqKa065Xemayqv3/pk3HvkHmCY5ZRXccOe/HNdjaSYJDQ6w8+nHZlzgCgeG2PrIP9jx1KOp+6Jy9To2vOeD5FVUTcs5wBJeD7zyAtsf/ye9LU3WQUmyxqprbqJ02YqTamcdtYd45a9/pHnvLsBaTLrogx9j0Tnnz6idqWsaR7a8xs6nHhvjjZ1bXsnqK69j0TkbTui+1OJxGnZtY/+Lz1G3dUtqzMspq+DM69/GonMvmJYFH8PQqd++lW2PPUjr/r2p4yVLlrPuupupXnvyCy3D/b288tc/sv+ljYA1Flz5yc+f0uL4ydDdWG/1dS+/kAq1tztdLL3gYhauP5/ixUtOeMw0TZPuhjr2v7SR/a+8kPLeA2sOtuyiy1h49nnYXScnRhq6TuOu7RzZ8hqXf/wzsz4+zBTzRqi7+OKLJz+xJLFx48aZOvWc8lYX6h7sGuC2/U0s8rp48azpFUnA6hgCvVGGusOEhmIYuokkS9idCt4MJ550B550B9/fdRd/PfRXPDYP91xzDzX+mil9vxbXCQ3FGeoJM9gVYbA7zEBHiJ7m4aNEPHe4i+V1fyWtz1pBt69cQ+n3/gNnZeW0X3doKMae51vZ9XwrWswSeooWZHLOzdUUVJ3YqvmblXBgiC0P3cfOpx5NTV5qzlzPhnd/gOySU9utd6i7k51PP87e559JhbbaHE6WbLiQ1VdeN2XjLTIc4PDrr7D/5RfGrHBlFZey+oprWHbhpdO6mg/WxGj7E4/w8l9/j66quNLSueJjn2HB2TPjAZQ8Z8v+PezZ+PQY0Uux2ag561xWXHwFZctXnpTxEw0FObLlNfY8+xQdtYdSx/Mqq1l1+TUsOe/CkzYMkkSGA+x9/hl2PfM4Q92W4CjJshXCd/UNFC1actIG75HNr/Hsb35OeGgQWbFx0Qc+wuorr5sXmyzFI2H2vvAcO558eIz3VtHCJSw+7wIWrt8weWjnJCRDZHY/8wRHtmxKGdsVq9dx7i3vnTjsYxowTZO2A/vY9vhD1G4d8RjMrajijGtvYtG550/JMI1Hwux78Tm2P/5wasLtLyzm8o9/htKlK2ak7MdjqLuL3c8+we6NT48xjtOycylatIS8iiqyikrwZGTiTk9HQsI0DcKBAMH+Xrob6+msPUTrgf0pDxWwhJiVl11F9bqzp9XjDSyPx13PPMHOpx9LCZ0Ot5sVl1zJ2mtuOGERPBIcZvM/7mX74w9jmgYuXxpXfeoLVK87e1rLfbIEervZ+dRj7H7uyTGhPHmV1Sw8+zwqVq8jr6Jqyu0+EhzmyOZX2f/SRtoOjowdhQsXc+b1b6P6jLNnZCLT29LEG/+8nwOvvpgSHvMqqll33U0sOuf8Kd8npmnStGcnr/z1DykBPbeiiqs/fQe5J+lFO11EQ0H2v/gcO59+POV9BFZIXfnKNRQtXEJBzULyKion9YAxdJ3eliaadu+gfvsbtB7cl+pz7C43S867kBWXXEF+9YJp7evVWJS9zz/DG4/8I+Wt43B7WH3ltay75sYph2aOpmX/Hjb+9hcp8WjlpVdx0Qc+esrj6nQxmcBVsWotSzZcRM0ZZ5+UHTXU3WUJgc88kfLaKqxZxPnv/eCMCiumadK8Zxfbn/gn9dvfSB3PLa9kzVXXU3PWOcdd4IxHI9Rt3TzGe0pWbKy+4hrOfef7pnVBdip0N9az86lHOfDKi6kcmLKiULx4GaVLV5BbXklmQSHutHQUux1dVYkGhxnq7qK3pYm2Q/tp3b83tXAIls2w7uobKF+1dsbspa76WrY99hCHNr2cWlT3Fxaz7tobWXrBJVP2gAv297H9yUfY8eQjKbF31RXXcsH7PjRnC7JgRQTsf2kjO59+nP62ltRxu9NFyZJl5FfVkFtRhb+wGJ8/y8rzl/it45Eww329dDXU0X74IPXbt6T6HLDyZy678DKWX3TZMdMtvNWZN0LdXNPf389nP/tZHnnkEWRZ5u1vfzs/+tGP8E2ygtXf3883v/lNnn76aZqbm8nNzeWmm27iO9/5DhkZUxdC3upC3YCqseyVvRjAG+cspdR1bDfXmUI1VD7xzCd4o/MNStNK+eu1fyXDefKCliUQRuhuHKarKUBn3RDdTcOYuk5x20tU1/8TmxHHkO0Mbng33ne8h4KaLHJL01DsJ7cSYxgmHbWDHHi1gyNbuzAS+cnyytM4+8YqSpdkzYvJ/Xwj0NvNpvv/yr4XnsM0DSRJZvEGy0guWbxsyuKQFo9Tv30LezY+PcbbJCMvn1VXXMvyiy8/Je+wvtZmdjz1GPtf2pgyCh1uN8svupzVV103LSvXvc2NPPfbX9B6wFolrFy9jitv+8IJiy2nQiQ4zMFXXmDPxqdT3nxghWiVLllO8ZJl5JSW4y8qxpvpHzPZNE3TClHtaKf98AFa9u2mec/OlBArKzYWnXs+a668joKayXPKnSyGodOwYyvbH/8nzXt3p47nVy1g3TU3sPCcDVNehexurOele36XSkSdXVLGVZ+6fVrDK6YL0zCo37GVHU8+MiaMQZJkSpYso3zlGspXriG3vHLCiboai9JVV0vd9i3Ubtk0xqOkau2ZrH/7u2dMoJuIgc52tj/+T/a+8GzKaHZ6vFSuOYOKVWvJr6wmLScPu9NJPBJhqKeL7oY6GnZupXHn9tQKtDs9g3Pf8V5WXHrltAtZJ4MWj3No08sceu0lWvbtQVNPfBMaf2ExC84+l+UXXz4r3jLJSfbWRx9MTRQkWWbh+g2ccd3Nx20Pgd4e9mx8iu2PP5yaxC069wIu/uDHZrVfmypqNErtts0cfOUFGndtH5MmwZvpp3TZSvKrasirqMKXlY3Ll4ah68RCIQa7OuhuqKNl/x7aDo6IqsnwrLVX30DhgtlpR0PdnbzxyIPse+HZ1MTbl5XN0gsuYeH6DZOKjqHBAY5sfo3dG59KeT063B7Oecd7WHPVdXPi+TgZpmnSvHcX+154loZd28eI4El8/izSc/Nxer0oNjtqLEp4cICBjvaj2l/J0uUsv+jyU/IqmSq6pnHw1RfZ8s/7U+3KZnew/JLLOeO6m6fkFd1VX8vmh/6e2tTHlZbOFR//zIyF9Z8qkwlcNoeT6jPOpnrdWZQtX3XMfiEcGKJ+2xYOb36Vhp3bUmNdXkU1577zfVStPXNW7ez+9la2P/EI+14cGaskWaZ48VIKaxaRXVKGK2F3RoPD9Le30lVfS+v+PaPsIoUlGy7mnHe8h4y8/Fkr+0REgsPse/4Z9mx8esymD1MlLTuXhedsYMXFl5/ygvuJMNzXy44nH2H3s0+mUqK40tJZtP48qs9YT9HCxUeJn6HBAVr27+HI66+OyZlbtGgpF3/goxTULJy18h+PZEj+3heepXHX9tTi2XhkRUGWFUzM1IL7aGwOJ5Vr1rH84supWLX2TeP1NpMIoS7B1VdfTUdHB7/85S9RVZUPf/jDnHnmmfzlL3+Z8P179+7lm9/8Jh/60IdYunQpTU1NfPKTn2TlypXcf//9Uz7vW12oA7hx+xE2D4X4z4UlfLj41MJmToWB6ADveew9tAXbWF+4nv+77P+wydM3uYpHNboaArQfGaR3+2H8T/8Cf7/l4TOUVs7BxbcSySgmryyN/KoMckvTyMzzkJnvxjlBwlE1rhPoidDVaAmBTXv7xoT5FlSls+bycipX5wiBbgr0tbbwyt/+SO0bm1LH0rJzKVuxiuLFS8kqLCEtJweb3YFpmkSDwwR6e6yEpgf30bx395jd8MpXrmHNVddTuWbdtA5GsXCY/S89x46nHmMgachIElVrzmDNVddTvnLNCdd3eGiQLf+8j+1PPIJpGNicTi56/0dYednVc3bvJN3k92x8moOvvjgmH9xonB4vdqcTTdPQYrExdZAkp7ScxeddyPKLL5+1yXlPcyPbH3+YA688nzJYvP4sVl1+NQvPPo+s4tKjfttoMEjjrm3s2fh0KgxFVmyccf3NnPOO92Kzz59J6mQM9/dyeNMrHHz1xTH5t8Ay4jILivBm+i2RKxohNDjIYEf7mByNDrebJRsuZtXlV5NbPv0ex1MlEhxm97NPsvOpR6e8AxnMTt6+U0WNx2g7sI+uhjp6GusZ6ukiNDhANGjlLpMkcPnS8fmzyCoupbBmIcWLlx07J+IMYhoGDbu2se3RB8eI4JkFhZSvXEteeSW+7GxkxUYkMER/exst+3bTfuhA6t7KLavg/Pd+6Pg5s+YJ4cAQRza/RsPOrTTt2TnxZjfHILesgsUbLmLJ+RedckjyyRIODKXaUDIfFYDLl0ZeRSXezCxkm41oMEhfa9MYz1yb08mKS644oST8c4Vh6HTWHqZ5zy466g7TWXt40slsEofbTdHCJVStPZOqtWfNiUhiGga12zaz5aH76Kw9nDpetHAJNWeup3DBIjILinB6PKjRaGoR7PDmV0feL0msuuwqznvX+3GnnR7zmIHOdg68/DwHX32RgY72MX/zFxaTVVxKWnYONocDLR4jNDhAb3PjUe8tX7mG1Vded0rhjtNBNBhk93NPcvCVF+gZtfHIscjML2TpBZew4tIr8fmzZraAJ8FgZwf1O7bSVX+EnqYGhvv7rAiVVD4zDxl5+WQWFFK0cAkliy0Pr7msh3gkzN7nn2Hb4w+PSecC1nzC5fVimibhwNBR/UPx4qWsu+5mas5YP6/nbKZh0NPcSNvBffQ0NdDd2ECgpysVXj4ah9tNTmkFBdULKF2+ivIVq2Y0z96bESHUAQcOHGDp0qW88cYbnHGGZcA9+eSTXHPNNbS2tlJUNLVV4/vuu49bb72VUCiEbYqr50Kog580dfEf9R1cmpXOPaumL5/DyXCo/xDvf+L9RLQI71/6fr585pdn7FxaXKf11/cQvvtHSNEwhqTQWH41TWVXYI4Tdmx2GYfHht2hoGsGWtwgGjp6tcLpsVG5OpflFxSTX/HWvJ9Olc66I+x+9gkObXo5lcNuqviyc1h2wSUsv/iKGU9yndyxdMeTj4xZHc4qKmHNFEWCnqYG9jz/NHueezolcNWceQ4Xf+hj05ZfbTrQVJXOusO07t9LR+0hBtpbGezqTIVWjceXlU1eZTWlS5ZTsWrtSW84MB2kJqpPP0ZooD913J2Wngrl0DWNQG/PGMFKkmQWnXv+2N11TzMGOzto2LWNpt07ad2/Z1KxFax8SeUrVlN9xtlUrjljXglchqHTcfgQtVtfp+PIQXqaGsb0DS6vj9yKKooXLaHmzHNOKNeh4MTpaqhj26MPcmjTK2NCcSejdNlKVl1+DQvPPndOJ3GngqaqtB3YR8eRg3Q11NLX2kxocNDyEpQkHC43GfkFZBeXUrJkGaXLVpFVNLubVh0LTVWp3fKa5Ym0Y9uECypJCmoWsmj9BpZddNlpI/yMJ+ndPdTdSaCnBzUaQddUbA4nnvQMMvIL8RcUzpv7Mekd+MbDD4zxij4Wkiyz+NwLOOvGd8zpGHsqmKZJV30thza9TNOenWNyCU9GbnklNWeew+LzLpjSbuOzzWBnB817d9HdWMdgV2di8cXE6fGSmV9IbnklpctWTLhYON8xDB3TMJCVY++yPtcYuk7Tnp3UvrGJhp3bxoR8ppAksotLqVp3FovWbyC/amopl+Yrmmrt6J7aGTctbV7ZcacrQqgDfvvb33LnnXcyMDCy2qdpGi6Xi/vuu4+bb755St/z61//mq997Wv09EzQIBPEYjFio1ZFA4EApaWlb2mh7kAwwsVvHMIlS+zfsAKPMreGyzNNz3DHC3cA8O/n/Ts31tw4o+dTu7ro/Oa3CL7wgnWgtJr+qz9FDwUMdIUJD00enuT02Mgq8lJYnUHRQj8li/wotvlh+J3uqLEobQf20bR3F90NlsETGuhLhQu4vD68/ixySsvJq6ymYtVacssr58R4GOhoY+dTj7H3hWdSAkJya/PiRUvJLCjE6bU2rAj299HT1EjL/j1jck4UVC/gvHfeSsXqdbNe/pNB1zRioSDRUAg1GkGx27E5nPj8WcfdKWouSO70uPeFZ2k/uH/SsMPskjJqzlzPykuvIj13/oilp4ppmgz39dLf1kI0OIwai2F3uXCnpZNdUjYvV/SPhRaPE49GcLg9p4Wn45uRWDhM896dtB7YR397K+GhQQxdx+XzkZGbT9GiJZSvWDPn4VwziWHoSJI8ryet49FUlb6WJnqaG4kOB9A1LVVn+dULTltx7s1CsL+Pw6+/Qsv+PXTWHSE0MJBaQPL6s8ivrKZi9ToWnn3evAwfPxXCgSF6Ghvob28hPDSIGo9js9vxZGTiLywmv6rmhHdHFgiSKVni4RBIEu60dPxFxULIEhwXIdQB3/3ud/nDH/7AoUOHxhzPy8vj29/+Nrfddttxv6O3t5d169Zx66238h//8R+Tvu9b3/oW3/72t486/lYW6kzT5IxN+2mLqfxpRSWX58z9IPiznT/jF7t+gUN28LurfsfK3Jndccc0TQKPPkbXv/87+tAQKArZH/kIOZ/+FJqpEA2qxCIaakzHZpdRbDLeTCcur5ggzjamYWBizsvcCslE9juefHRMkuvJUGw2qtadxcpLrzqpkFnByaGpKr3NjQR6u4kGgyg2Gz5/Ntklpfiysue6eAKBQCAQAJbNE49Gsbuc89LuEQgEgjcrb2qh7qtf/Srf+973jvmeAwcO8I9//OOUhLpAIMDll19OVlYWDz/8MPZjrK4Lj7qJ+fKhFv7Y3scHi7L53qK5yYEzGsM0uP3529nYspFcdy5/u+5v5Hlm3rtF6+2l89//g+EnnwTAUVVF4X/8O541a2b83II3D6Zp0tfaTPOenXQ3NTDU1ZlKcO/1Z+EvKEzsprUS1yQb5ggEAoFAIBAIBAKBYPaZN0LdBz/4QT7ykY9wwQUXTNt39vT00Nd37ATQVVVV/PnPfz7p0Nfh4WGuvPJKPB4Pjz76KK4T3KlJ5KizeLp3iA/saaDYaWfrOUvnhWdPSA1x6+O3UjtYy4qcFfzuqt/hVJyzcu7A00/T+W/fQe/tBUki6wMfIPcLn0d2CzdpgUAgEAgEAoFAIBAI3qyciE40o4mvhoaGuOyyy1iwYAHf/e53aWs7ftjW8cjNzWXx4sXHfDgcDs455xwGBwfZtm1b6rMbN27EMAzOPvvsSb8/EAhwxRVX4HA4ePjhh09YpBOMsMGfhkuWaIupHAxF57o4AHjtXn588Y/JcGawp3cP/7bp35gtp9L0K66g+tFHyLjxRjBN+v/wB+pvuJHQ65tn5fwCgUAgEAgEAoFAIBAI5jczKtQ99NBDtLW1cdttt3HvvfdSUVHB1Vdfzf3334+qHr275XSyZMkSrrrqKj72sY+xZcsWXn31VT7zmc/w7ne/O7Xja1tbG4sXL2bLli3AiEgXCoX4zW9+QyAQoLOzk87OTnRdn9HyvhnxKDLnZloheM/2Hb3F81xRml7K9y/8Poqk8HDdw/xp/59m7dxKZiZF3/svSu/+JbaCAtSWFpo/9CE6vvUt9GBw1sohEAgEAoFAIBAIBAKBYP4x41tJ5ubmcscdd7Br1y42b95MTU0N73//+ykqKuL222/nyJEjM3bue+65h8WLF3PppZdyzTXXsGHDBu6+++7U31VV5dChQ4TDYQC2b9/O5s2b2bNnDzU1NRQWFqYeLS0tk51GcAySm0g81Ts0xyUZy/rC9XzxjC8C8D/b/odX216d1fP7LriAqkcfIfNd7wJg8G/3Un/9DQRfemlWyyEQCAQCgUAgEAgEAoFg/jBrm0l0dHTwxz/+kd/97ne0trby9re/nba2Nl588UXuuusubr/99tkoxqwgctSN0BlTWfPaPkxgy/ollLlnJx/cVDBNk//vtf+Ph2ofwmv38vurfs/irMWzXo7Q65vp+Nd/RU2IwRk33UT+V7+Ckpk562URCAQCgUAgEAgEAoFAML3Mmxx1qqrywAMPcN1111FeXs59993HF77wBdrb2/nDH/7As88+y9///nf+7d/+bSaLIZhDCpz2VPjrP7sH57Yw45AkiX9d/6+cVXAWITXEp579FB3Bjlkvh3f92VT98yGyPvgBkCSGHnqIuuuvJ/DMM7NeFoFAIBAIBAKBQCAQCARzx4wKdYWFhXzsYx+jvLycLVu2sHXrVj75yU+OUQ8vvvhiMoXn0Juam/P9ADzYNXCcd84+DsXB/178v9Rk1tAT6eG2Z29jKDb7Ybqyx0P+175G+T334KiqQu/ppe2zn6P19tvRjrPLsUAgEAgEAoFAIBAIBII3BzMa+vqnP/2JW2655S23c6oIfR3LgKqx8tV9qKbJi2ctZpF3/t0PnaFO3vf4++gOd7Mufx13X343DsUxJ2UxYjF6f/Zz+n7zG9B1lMxM8r/+ddKvuxZJkuakTAKBQCAQCAQCgUAgEAhOjnkT+mqz2SYV6b70pS/N5KkF8wi/3cZFWWnA/PSqAyjwFvB/l/0fPruPbV3b+JdX/gXDNOakLLLTSd4dt1Px93txLlqEPjhI+5e+ROunPo3a1TUnZRIIBAKBQCAQCAQCgUAw88yoUHfbbbfxxBNPHHX89ttv589//vNMnlowz3hbIvz1vs5+9NnZv+SEWehfyA8v/iE22cZTjU/x76//O7O018qEuJcto/K+v5Pzuc+C3U7w+eepv+56+n79a4xIZM7KJRAIBAKBQCAQCAQCgWBmmFGh7p577uE973kPr7zySurYZz/7Wf7+97/z/PPPz+SpBfOMq3MyyLQptMVUnu8fnuviTMrZhWfznxv+EwmJ+w7fxw+2/WBOxTrJ4SD3U5+i8oH7ca1ciTE8TPf3/4e6K69i4G9/w4hG56xsAoFAIBAIBAKBQCAQCKaXGRXqrr32Wn7+859zww03sG3bNj71qU/xj3/8g+eff57FixfP5KkF8wyXIvPOgiwA/tzeO8elOTZXVV7Ft879FgC/3/d77t5999wWCHAtXEjFX/9C4X/9J/aiIrTubjq/9W1qL76E7v/9IfHm5rkuokAgEAgEAoFAIBAIBIJTZEY3k0jy85//nDvuuIPc3Fyef/55ampqZvqUc4rYTGJiDoeiXLDlIIoEW89ZSqFzbjZrmCp/2v8n7nrjLgC+cuZXuHXprXNcIgsjHmfwb/fS9/vfobV3pI67li7Fd9mleM86C9eKFchO5xyWUiAQCAQCgUAgEAgEAgGcmE407ULdHXfcMeHx++67j7Vr11JdXZ069oMf/GA6Tz1vEELd5Ny0/QivD4X4Qnk+X60qnOviHJf/2/V//HznzwH45jnf5B0L3zHHJRrB1DSGN25k8G/3Etq8GXQ99TfJ4cBRVYWzqhJHVTX2gnxseXnYcnOx5eQgZ2QgO+a3UCoQCAQCgUAgEAgEAsGbgTkV6i6++OIpvU+SJDZu3Didp543CKFuch7rGeQjexvJsClsO2cpPpsy10U6JqZp8j9b/4c/7P8DAP+6/l9556J3znGpjkbr72f4mWcJbdpEeOtW9N7jhxdLTidyWhpKWtrIc3oaSnoGSno6SmYGcno6SkYGSmYm9qJi7AX5SDbbLFyRQCAQCAQCgUAgEAgEbw7mVKgTCKHuWBimyQVbDlIbjvHN6iJuK8ub6yIdF9M0ueuNu/jzAWun4q+d9TXeu+S9c1yqyTFNE7W1lVhtLfH6emINDWjd3Wg9vWjd3ej9/XCyzd5mw15chKOiAtfSpbiWLsW9bBm2wkIkSZreCxEIBAKBQCAQCAQCgeBNwLwT6vbv309zczPxeHzkxJLE9ddfP9OnnhOEUHds/tLRxx0HW8h32Ni0fikeZUb3NJkWTNPkf7f9L7/b9zsAvnzml3n/0vfPcalODlPXMUIh9MAwRnAYPRDAGB5GHx7GCATQhwLWscAQ+uAQeiCA3t+P2t6OqaoTfqctLw/PWWfhOetMvGedhb28XAh3AoFAIBAIBAKBQCAQMI+Euvr6em6++Wb27NmDJEkkT5WcwOujcmq9mRBC3bGJGwbnbj5Aa1TlK5UF3F5RMNdFmhKmafLjHT/m13t+DcAd6+7gw8s/PMelmj1MXUfr7ibe3EKs9gjR/fuJ7j9A7MgR0LQx77Xl5+Ndvx7POevxnnMO9vz8OSq1QCAQCAQCgUAgEAgEc8u8Eequv/56FEXh17/+NZWVlWzZsoW+vj7uvPNOvv/973P++efP1KnnFCHUHZ8Huwa4bX8THkXm9bOXkOe0z3WRpoRpmvxs58/45e5fAvDh5R/m9rW3v6W9x4xolMjOXYS3bCG8ZQuRXbuO8rxzVFXhPeccvOesx3PWWSgz1C5MXUfr60Pr6UmE+/agDw1hRqIY0ShGJAyGiWS3px5KRgaK34+S5ceWlYW9uBglK+stXaeCE8M0DMxIBCMaRbLZrHvL4Tjt8zmamoY+OIjW34/eP4A+HMCMxjBjUYxIFDMWxTyqPaWjZGVhy87Glp2NnJExL9uSqetWP9HTC7qGaRhgmsgeD3JaOkq6lbtzPpZ9PKZpYoTCGOGQdR9GIpiajiRLoChIsjwmJ+l8vC+NaBSttw8zEsaIRDAiUQAkhx3Z6UROT8eWm3ta7mZu6rrlmT44iDE0hD40hBEKYcTjmPE4ZlzFVFUkRUZyOK26cjpQMjNRsnOw5eagZGYiyfMn+sA0TcxIxLquoQDGcABT00CSQQLZ7UbxZ2HzZyJ5PKdFO0pihMNWHYXD1iMUxohGjkoZItnsyD4vis+H7POh+P3ILtcclXpijFgMrbsbIxi02lU4gqmpyE4nksOB7PFgy8tD8fvn1f01VfRgEL2/H31gAG1gAH1wEH1g0OoLY3HMWAwjHsNUVWSHA8nusK47LQ1bTg62nGxsOTnYS0tR0tLm+nKOwtQ0y5bt68dUrX4CXUNyuZG9HmSvF1tWFrLHM9dFPS5GPI4RCGAkbAgzFgNlxF6SnQ6UjAykebrRnREOow8HMUJBjGDQ6rNtNlBsVtmzs+ddP308TNO0IqmGg5jxmNVeolFrc0JFQbLZkWwKks2G7PVa1+d2n1b9+Xxk3gh1OTk5bNy4kZUrV5KRkcGWLVtYtGgRGzdu5M4772THjh0zdeo5RQh1x8c0Ta7dfoTtgTDX52Zy97LTK1TyN3t+ww+3/xCAm2pu4pvnfBObPP8mP3OBEY0S2b6d0KbXCW3aRHTfvrEGrizjWr4c7/r1eM9Zj7OmBiUn55j1b8Tj6H19aL29CRGuZ4wYl3ru6wPDOOVrkDweHCUl2EtLcZSX46gox1FRgbOy8rhlPVlM07REkY4O1M5O1PYOtM4O1I5O1M5O9L4+jGjUmojHYkiKguS0JnVKRga2vFxsubnYC4twVlfhqKrGUVkx57v76sEg8aYm1JaWkVyJiXpMCT/RKEYsZhkHNpt1bYpiTdJ9aZaYmpGOnJGBPb8Ae3ER9sJC7EVFM1YfkKiT/n6rDjra0RJ1MaZehoYww+EJPz9SL3k4Kipw1FTjrKnBtWgRSkbGjJT5REheX7ypiXhDo/Xc2Ei8sRG1qwtjaOiUzyGnpeEoLcVeVoajtNRqS+VWe1Kys2es7oxIxKqj9nbUjnbU9na09g7r/+3tqF1dR3kCj0dyu617rbgYR2kZzoULcC1ejHPBAmS3e0bKPRGmrqO2txNvbLLaUmsrWncXalc3WlcXWnc35qjUIsdD9niQMzOwFxRa7aiwAFthoXWdxcXYi4qQvd5pK78Ri4387u2JdtTdhZYsf1cX+hTvNWtjoyKcC2pwLliAc8ECXCtWYMvKmrbyngxGOEy8pSVVR/HmJtTGJuLNzWg9PSefFzZJMj9saRmOsjLsZaU4yspxlJdhLymZdgEzOR6pbe2obW3Wo33U67Y2jFBoSt8le72jxtFKXEuX4Fq+HFt+/pzYffrQUKqfizc1EW9ptcamhB1hBIMn/d1KRobVlvLzsRUWWJtwFRZa/UhREbbcXCRlejZRSy42jKmfzk60zi7Uri60zk70gYGpfZndjj0/H2dNol0tXIh7xfJ5kcZEDwYT7cqqL7WpKdXO9MHBaTuPkpVl3aeJ8clRVYmzshJ7efmM2VFGPG7ZfMn+sa3NanPJ111dll10HCzbKB97URGO6iqcNQusuqyumhURL9VfNDcTb26x+r9ku0rY6FPt42Wfz1rs8/utdlNSir20xOr7SkuwFRRMWxtKlV/X0bq6rN88YX+rHe2oHR3WeNXRgTE8PIXCy9iys7GXl+GsrMJRWWmNUcuXYfP7p7XMU8HUNNS2toRtlxybrDFJ7+tDGxg4rh00HsluR8nMxJaXhz1hL9iLixMPyzafTmcMU9PQenqwZWfPWxH3RJk3Qp3f72f79u1UVlZSXV3Nr3/9ay6++GLq6upYsWIF4UkmN6c7QqibGruGw1y77TCaCf+3tJyb82e/EzsVHjzyIN/e9G10U+eikou468K7cNtmb/J2uqAPDRHasoXwpk2ENr1OvKHhqPdILhe2/Dxkt8eaABsGRiyGGYmgJbwQpowso2RnWaJVrrVSLHvc1gqk2w2yZK38qypGNIY+NIQ+MIDe329543V3H3NSJXu9lhFXUYGjsnLkdUUFim/iya1pmhhDQ5bx3NU1Ykx3dKB2dqQEIDManfp1TvG3cFRV4l6+AtfKFbhXrMC5aNG0G51GKES8uXmsMZB46H1903qu8UgOB/bCQmxFlnBnL7QmRNakKAfZ50P2epE9HiRZtjyndB0jGrVW3xMPrbvbMs7aLeMsKcydiAByIjiqqnCvWoV79Wrcq1fjrKmeduMziR4IjNRN4yhBrqnp+ManJFlCaVaW5Y3ldiO7XEgulyUOyDKmpmFqKmZcRR8aRO/rR+vvP267HdOWystxVI68PpahZ2paqq1ahnRyojNSf3p///F/GJsNW04Okt0OsjUZNcJhjMCwtdo/acFlHOXluJYsxrlkCa4lS3EtWYwtO/v455zsmgwDrbNzVP2MaketrTBJftAxSBKy2215MNlsoOvW/Z7sT0/A5lL8fuwlJSPGd3Gx5dHm8ST6aRembmCqcUxVxRgeHvG87O9H7epKTT6nsgs5WG1Z9vms+8vtBgnLKyYatQTxY7RFe3kZntWrca9ZY7WnBQumvT0ZkYjVzzVaQpwlGlj9ntbdfdzPyz5fYtEhA9nrtbxukw+7HQzr97TGvij64ABab9/xxRZJwlZQgKOsDEdZQhRPiHi23Fxkn886xyjBxQiH0foH0Pv70Hr7rAlqawvx1jbU1lbUlhaMqdwvioKSno6cnmZdg8lI/9rff8w6U3JycC9bhmv5clwrluNeseKU2tBojHB4pK6SolyibU1JvLLbUTweJK/HuuddbhjnKWPG45ZnZDCIHgxOrY0mBLHkGGVNcotQ/FnIbpfVfh2OlPeUEYuhDwxa9dTXj9bbkxBxrH5uKueUnE6U9HQkjxvZbfUNZsKbUw8GrTF6EptHyc7GvWY1njVrca9Zg2v5shkRrU7FhpA8HmyZmZYHqt+PkplptS+X0/IcdLqsa1ZVzHgMIxbDGApYY0hiHDnmOWQZe2kJzopKHFVVOCorcFZV4aiqsjwRJxEyk95KKbsvKXq3jzxPScS321MihWS3I8myFSESDmOEQse2GyUJe2kprkULcS5chHPRQlwLF2IvKzthzy/TNNF7exP10ky8uRm1pTn1ekpCFtb9KLtcSE6nFY0Qt8YQMxab0kK7ZLdbi+ilpdjLy8YsWCTrPnmPmqYJSY/mvkQb6ulBbWu1BKzWVtTWNqstTUWwUhSrH/d6kex2TF3H1DTLW/U49o69uBjXihW4lyf6vKVLp0XQMjXNWshLjEXWIyFqt7VP6bqS9lxy8V9SFOvadA1UzYqumGofhzXWje7jbAUF1jiR5rPsSKcrcd+bmJqOMZzIjz40lLIfkk4LWk8PGAaVDz2Ia/HiU/y15gfzRqg7//zzufPOO7npppt473vfy8DAAN/4xje4++672bZtG3v37p2pU88pQqibOt9v6OT7jZ14FZlH1i5gqe/0ErpeaHmBL774RWJ6jNW5q/nxJT/G7zq9BMfZRu3sJLTpdcKvbyL8xlZrgJxKN5SYVNtycrDl5mLLy7Oec3NTXku23Fxs2VmnFNplxOOJSUvrKMOxkXhDI2pb2zENCSUnxxKEbDYkRcYIRyxDPhSadCOOib7DXlBgebmM9njJyUFKTJAlpwsMPeGmHrMmdAmPgHhrK/HaOmL19RMaTpLdjnPhQlxLl+BcvBjXkqU4Fy6cVGRMog8NWUZNSyvxFut3URMGtdbTc+xrys7GUVaGrSAfW05uqh6VzAwkpyt1TZIiY2q6FYqo69ZEYnjYCkMKBNAHBka8pNrbjyuqTguSZJW3sHBcvRRgLyhAycqyDEOvF8nptMSRuDXZ1hOeg2pnF/H6OmK1dcRqa1FbW486jez14l61MiXcuVeuRMnMnHIxx4gIjWO9444pWkkS9sLChGBWnhLKkiHgSkbGSQseRjSK2tJieRo1N1ur7U3Nlsdee/sx607JzEROSxuZuMbjqcnJsSaWo5G9XstIPErELTyud4sRi6F1dqaM+XhDI7FDh4geOjTppM6Wl4dryRKcS5fgrKrGlpONkpWN5EikdtB1SxQeGLDui6bmxG9jeR8cSxyUHA7Li6q8wvKoKsi3+sD8fGx5+Va/53Id0/vFVFX0YNDaPKi/3/IcSHiLjnh0tE+LJ+VR5fd4Ur+7vaAQW0G+5XWUl48tPw97fj5yevqxJ71DQ6hd3ZZIVltL7Egt0UOHiNfVTXg+9/LlCTF8leV1l5t7XO8gPRgc8UBoarLu2WQ/dxwxTsnIwJ70yCkrS3mP2ouKrHZkP7kUH6aqovX2Em9uGTMxTrapqXi2SXY72GygWZOuqfabSm4OjqLiMYJt8mHLy0f2Th7WapomZjiM2tmZEmBidbVE9+23cttO4ClkKyq0FpZWLMe9fDmO8nKr3sb9dikRpK2NeEvryHid6Pu0zs5jXpctL29kgaC8zGpHuXlWm8rLtfrzE/AkM00TY3g4sQjXmWhbHWhJUS3pxTvdubkVJeGxl/BsKSzAll9g9Q8FBVa7Ok76gdT91dJC7MgR63HwENF9+46yWyS7Hdfy5ZYgvmY1njVrsOXkTKmo1hjVkhIRTtiGSLatpHdmop1Nh/evHgyhNo8SCBsaiDU0Eq+vP6aHpZyRgS0nJ7V4ZaqqFfUQDqP19U1p8VVyuUaJtsVjXxcXWbbfMcZgfXh45J5rbSV2pJZYrfWYbOyX3G7L02vRQmusz8hATksHCUtoj8USUSxWKpl4czNqU9NxxXtbfr41PpWX4SgpTYxPuSlbXcnImFQgNA0DIxCwFhAGB9B6e62209JCvLUFtbmFeFvblAVxYMrCUvIzyUgNe0EB9qJCy+4rHGlXx+zvVBWtfwCtuysxZ2gg1tBA7MBB4o2NE5+yvAz3suW4li3DuXBhyr4cfZ6koK719FoCY2urZYsnhbnj/CaS0zl2PCovT9mutpwcy5lhCuJ7sj/Xh4YsG6aryxI5E8JzvK0Vrb1jWr1cU9jtlP3yF3jPPXf6v3sOmDdC3VNPPUUoFOJtb3sbtbW1XHfddRw+fJjs7GzuvfdeLrnkkpk69ZwihLqpoxom795Vx6uDQYqcdv6+upoaz/FzfKiGybN9QzzeO8TOQJh+VcetSCzxurk6N4Ob8/y4Z2k32e1d2/nMxs8wHB+m2FfMzy79GdWZ1bNy7jcDZjxuGbS9vZawFQknciq5kF1Oa5U0J+eYA/xsYcTjltHQ0EC8sZFYQsCLNzZOyXNM8fux5ScmqCnRp2DEECgomLbVatM00bp7iO7bR3TvHiJ79hLds2fSQVT2+bDl548IM7Kc2B3YEsiOt1qqZGamDOjUZLXcEn8Un29armk8Zjye8NzpGCM2JEMctYEBy8ieZHIkud3W/ZWZaeWpKUqG1FoCqa2wEHte3rS722sDA0R27iSyc5f1vGfPhN5OydVie0kxNn9CiFEUayU9GEwYslbY03EnOrk5OMsrLK+18lGCXFnZnOT9MmIxqy2NFhUT4bfHuxYAFMUy/vPzJhTh7IWFxxR+TgWtp4fowYNEDxwkemA/sf0HiDc1nfoX2+04SkqOnoyWl2MrLJy1/k8fHrbaUmtr6v6Kt7ZZ/UAyb1ckjJTML2SzJcKV/Nj8WShZWdjz87CNWlFXMjNnLIRODwSI7NpNZMcOIjt3ENm1e0LxSvZ6EwJTnrU44HAmxN8Q+sAgans7RiBwzHPJGRkj9ZOc/JSVWV6gJyCsTxep8PXRQnhS/G1uOab3mORwWJO1rKyRELOSYstTpaTECoGeoZxrRjRK7NCh1LgU2buXeH39xAJiwqs3KTaa4TD68PBxvW+UjIxRHu/lI6+nSdw5UZL5xtSkB3DbyJilBwJWfsZwBDMeH8lz6nBYdkN2FkpWNrbsrDFCji0vb8ZyThrxONG9+4js2E54+w4iO3ZMKPwoOTlWqpCSEmSfF9npskSXcAhjOJi63uPZSHNhQxwP0zQtoaqhkXhDvSW+1DcQr68/7mJTEiUjw7L7RgtxSeG7qGhGcyJrfX3EDh8mdvgw0UOHiR06RKy29tge48dClq2FvfIyq47KynGUlVriXGnpjOdoNHXd8jxvbj7Kq09tbT2mkGjl/LRy56YWHEqKU/fudIalj0cPBIju20dk716ie/YS3bfPWvifDElKLU5MJapDcjisOikrP0rQtuXlzercyQiFEuHDI56/WlcXenAYIzCMHhzGjMZAlpAk2YqCSktDzsxASc+w0lskFxoKCy2xNydnzud/08m8Eeomor+/H/8xXIXfDAih7sQYVDWu336EI+EYWXaFHy8p57LsiX+3+nCMP7X3cl/nAL3q5O68BQ47X6sq5J0Fs3Ov1Q/W8+nnPk1rsBWf3cf3L/w+5xWfN+PnFcwf9EDAMhSiMUxNBV1HdrtT3lZKdvacJ0I3TRO1rY3o3n1EDx4gduAg0YMH0bq6pvT50Qb5eCFhPuRcmwjTNC3Pw+Sq+Ojk+vMk8bepacRqay3RbsdOIjt3npTwI2dk4Kgox1lRgb185NlRPnlY9nxED4asHFjhUCp/YTKESfa4U6vAM2VUnwx6METs0Ih4p7a2pcLVzEToiSRJ1mQhKwslOwtHSallXJeWWc+FhfNyo4fTDVPXidfXE9m1y3rs3EWstnbqXmRJz7iEAOcoLxvp5+ZAjDsVTMOwvLqHhzENw8r9abNZ3tnH8A6ZC/RgkOi+/SMLS/v3Hze8U8nOTuWTtZda41Ky35uLnFBvZkzTRG1uJrxjhzVObd9+Qu0KQE5Pn9gzbh7bEJNhRKOJPHlDqQ2WJLs9FcKsZGdboefzxM5IYuo68aZmYocPETt82MpXNjiEnlikkBTFykOWELVsuTnYS6z8svaSkjnPe3wsTE1LhQQDYxaS5tvYqg0MWLb4vn1E9+0l3tiE2tk56aK4nJFh5ZBNpKQYPS7ZCgreVELWm515LdS9FRBC3YnTE1e5dXc9u4YjAJzv93FTnp9Kt5OYYbA/FOWZ3iFeHxpZJc912Hh7vp8N/jSKnXYCms6mwSB/7uijNWoZdtfkZPCDxaVk2me+gx6IDnD7C7ezrWsbsiTzlTO/wnsWv2deGcICwUTowWAqdFYPBKzwTd1A9npSOZXshYWnxc5ibxa0gQFiBw+mQi9Tu6VpqiX8+nwomWPziImJqUAwMUY0mvIS1Pr6U7sOSk6X1c+lp1setEXFp5Wo/WbHNIxUDllT1zFVzRJC0tOtcL3TcBfgNxOjN4tS2zvGeNsmFyntBSM5+ebrLuACwXzBCIUwwmErjNowUXzeeSk0Ck6eeSXUvfzyy/zyl7+krq6O+++/n+LiYv70pz9RWVnJhg0bZvLUc4YQ6k6OsG7wvYYOftXSw2QBDRJwaXY67y/K5pKsdOzy0QN+zDC4u6WHuxo6UU2TGo+Te1ZWUe6eeYNO1VX+7fV/46HahwC4sfpGvr7+62KTCYFAIBAIBAKBQCAQCN6inIhONKN+kg888ABXXnklbrebHTt2EEvExA8NDfHd7353Jk8tOA3xKDLfrilm8zlLuaMin3MzfSzwOFnsdXF1Tgb/vqCYLecs5c8rq7gyJ2NCkQ7AKct8tjyfR9ctoNhppzYc4+pth9kRmPldhu2KnX8799+4c92dyJLMP+v+yfsffz/NgeYZP7dAIBAIBAKBQCAQCASC05sZ9ahbs2YNt99+Ox/4wAdIS0tj165dVFVVsWPHDq6++mo6j7Mr0+mK8KibP3TFVN6/p57dwxHSFJl7VlZxVubsJKXd0rGFL730Jfqj/aTZ0/j3Df/OJWVvzg1UBAKBQCAQCAQCgUAgEEzMvPGoO3ToEBdccMFRxzMyMhicie17BYJx5Dvt/GN1DedkehnWDd69u55XB469e+V0cVbhWfz9ur+zOnc1w+own3/+89z1xl3E9JPcbUkgEAgEAoFAIBAIBALBm5oZFeoKCgqora096vgrr7xCVVXVTJ5aIEjhsyncs7KaC/1phHWD9+2u5/m+wKycO9+bz2+v+i23LrkVgD/t/xPveew9HB44PCvnFwgEAoFAIBAIBAKBQHD6MKNC3cc+9jE+//nPs3nzZiRJor29nXvuuYcvfvGL3HbbbTN5aoFgDB5F5g8rKrksO52oYfLBPQ080TM4K+e2y3a+ctZX+OklPyXLlcWRgSO859H38Kf9f8IwJ9s2QyAQCAQCgUAgEAgEAsFbjRkV6r761a/y3ve+l0svvZRgMMgFF1zARz/6UT7xiU/w2c9+diZPDUB/fz/ve9/7SE9PJzMzk4985CMEg8EpfdY0Ta6++mokSeKhhx6a2YIKZgWXIvPb5RVcl5tB3DT56L5GHuwamLXzX1h6IQ/c8AAXlFxA3Ihz1xt38bGnPyY2mhAIBAKBQCAQCAQCgUAAzLBQJ0kSX//61+nv72fv3r28/vrr9PT08J3vfGcmT5vife97H/v27eOZZ57h0Ucf5aWXXuLjH//4lD77wx/+EEmaeFdRwemLQ5b5xdIKbinwo5vwqf1N/KW9b9bOn+PO4aeX/JRvnP0NXIqLLZ1beNvDb+N3e3+HZmizVg6BQCAQCAQCgUAgEAgE849p3/X1jjvumPJ7f/CDH0znqcdw4MABli5dyhtvvMEZZ5wBwJNPPsk111xDa2srRUVFk352586dXHfddWzdupXCwkIefPBBbrrppimfW+z6Ov8xTJOvHm7ljwmR7t8XFPPRktxZLUNLoIVvv/5tNndsBmBJ1hK+fe63WZK9ZFbLIRAIBAKBQCAQCAQCgWDmOBGdyDbdJ9+xY8eU3jfT3mqbNm0iMzMzJdIBXHbZZciyzObNm7n55psn/Fw4HOa9730vP/vZzygoKJjRMgrmDlmS+N7CEjyKzC9aevjGkTaCms7ny/NnzZOyNL2UX13+Kx6qfYjvb/0+B/oP8O7H3s0tC2/hM6s/Q6Yrc1bKIRAIBAKBQCAQCAQCgWB+MO1C3fPPPz/dX3lSdHZ2kpeXN+aYzWYjKyuLzs7OST93++23c+6553LjjTdO+VyxWIxYLJb6fyAwOzuKCk4NSZL4ZnURXkXmfxq7+K+GTgKawb9WF86aWCdJEjcvuJnzS87ne1u+x5ONT3LvoXt5ouEJPrPmM9yy8BZs8rQ3U4FAIBAIBAKBQCAQCATzkBnNUTcTfPWrX0WSpGM+Dh48eFLf/fDDD7Nx40Z++MMfntDn/vM//5OMjIzUo7S09KTOL5h9JEniS5WFfLvGCoX+eUs3Xzncij69EeHHJcedw39f+N/89srfstC/kEA8wHc3f5dbHrmFl1pfYpoj1AUCgUAgEAgEAoFAIBDMQ6Y9R91M09PTQ1/fsZP/V1VV8ec//5k777yTgYGRXT01TcPlcnHfffdNGPr6hS98gR//+MfI8oh+qes6sixz/vnn88ILL0x4vok86kpLS0WOutOMv7T3ceehFkzg5rxMfrykHLs8+xuKaIbGA4cf4Cc7f8JQbAiA1bmr+dzaz3FmwZmzXh6BQCAQCAQCgUAgEAgEJ8+J5Kg77YS6qZLcTGLr1q2sW7cOgKeffpqrrrpq0s0kOjs76e3tHXNsxYoV/OhHP+L666+nsrJySucWm0mcvvyze4BP729CM+Hy7HTuXlaBW5kbx9Oh2BC/2fsb/nLgL8R0Swg+p/AcPrX6U6zOWz0nZRIIBAKBQCAQCAQCgUBwYgihLsHVV19NV1cXv/jFL1BVlQ9/+MOcccYZ/OUvfwGgra2NSy+9lD/+8Y+cddZZE36HJEli19e3GM/2Bfjo3gaihsl5mT7+sKISn02Zs/J0h7u5e/fdPHD4ATRTA2Bd/jr+3/L/x/nF589aPj2BQCAQCAQCgUAgEAgEJ86J6ESnXY66E+Gee+5h8eLFXHrppVxzzTVs2LCBu+++O/V3VVU5dOgQ4XB4DkspmG9clp3OX1ZW41NkXh0M8p5d9QQ0fc7Kk+fJ4xvrv8EjNz/CzTU3Y5NtbOvaxqef+zRvf+TtPFL3CHE9PmflEwgEAoFAIBAIBAKBQDA9vKk96uYK4VH35mBHIMy7d9UxpOmsSfPw11VVZNrnfgfWzlAnf97/Z+47fB9hzRKZs1xZ3FRzE7csvIWStJI5LqFAIBAIBAKBQCAQCASCJCL0dY4RQt2bhz3DYd61q45+VWeFz829q6vJmgdiHVg57P5+6O/87dDf6A53AyAhcV7xebx9wdu5oOQCHIpjjkspEAgEAoFAIBAIBALBWxsh1M0xQqh7c3EgGOEdO+voUzWWeF38fXU1uQ77XBcrhWZovNj6In8/9Hdea38tdTzNnsblFZdzbeW1nFFwBrL0po50FwgEAoFAIBAIBAKBYF4ihLo5Rgh1bz4OhaLcsrOW7rjGQo+L+1dXk+ecP2JdkqZAEw8ceYDH6h9LedkB5LpzuaDkAi4suZD1Retx29xzWEqBQCAQCAQCgUAgEAjeOgihbo4RQt2bk7pwlHfsrKMjplLtdnL/mmoKnfMztNQwDbZ1beOx+sd4uvFphtXh1N+cipMzC87kzIIzOSP/DJZkL8Euzz/RUSAQCAQCgUAgEAgEgjcDQqibY4RQ9+alMRLj7TtqaYupVLgd3L+6hhLX/BTrksT1OG90vsGLrS/yYsuLtIfax/zdbXOzKncVS7OXsiR7CUuyllCaVipCZQUCgUAgEAgEAoFAIJgGhFA3xwih7s1NSzTO23fU0hyNU+pycP/qasrdzrku1pQwTZMjg0d4vf11tnVtY1v3NoZiQ0e9z2v3UpNZQ3l6ORXpFZSnl1OeXk5pWikeu2cOSi4QCAQCgUAgEAgEAsHpiRDq5hgh1L35aY/GecfOOuojMfIdNv68sooVaaefgGWYBnWDdezo3sHB/oMc7D/I4YHDxPTYpJ/JcGaQ78m3Hl7rucBbQI47hyxXVuohdpwVCAQCgUAgEAgEAoFACHVzjhDq3hp0xVTetauOg6EoHkXmV8squDT79K9vzdBoGGqgbqiOpqEmmoebaQw00hRomtD7bjLSHGlku7LHiHfZbuv/fpefTGcmmc5MMpwZZDozcdlcM3hVAoFAIBAIBAKBQCAQzA1CqJtjhFD31iGg6XxkbwMvDwRRJPjewlJuLcqe9XIkm7EkSTN6nkA8QHeom85wJ12hLrrC1qMz1El/tJ++SB/90X50Uz/h73YpLjJdY8W75Gu/0z/mWKYzkwxXBmn2tBm/ZoFAIBAIBAKBQCAQCE4FIdTNMUKoe2sRNwzuPNTCfZ0DAHy2LI+vVhWizKCA1BSJ8UDXAC/1D3MgFCWg6XgUmQq3gw2ZaVyfl8m6dM+ciFiGaTAcH6Yv2pcS7pKPvoh1bDA2mHoMxYZOStgDsEk20hxpOG1OnIr1cCmu1P9digu7Yscm2VBkBUVKPCZ6nXi2yTYUScGhOLDLduyyHZtsG/P/0a/tih2X4sJj9+C1e3Hb3GIjDoFAIBAIBAKBQCAQpBBC3RwjhLq3HqZp8t+NnfygsQuAi7PS+PnScvx227SepykS47/qO3iwe/C4712Z5uZLFQVclp0+r73OTNMkqAYt4S46VsAbLeiNPjYUGyKiRea66JPitrnx2Dwp8S75evxzUtib6LhLcWGTbSmhcPxrIQYKBAKBQCAQCAQCwemBEOrmGCHUvXV5oLOfLx5qIWKYlLkc/HZ5BcunYZOJnrjKDxu7+GN7H2qiyV7oT+OGvEzWpnvIstsY1nX2BSM80xvgkZ5BYob1vg2ZPr63qIRqz5srB1xUizIYG2Q4PkxcjxPVo8S0mPWsx6yHZj0bpoFu6tbD0Cd8rRkauqljmAaqrqIZGqqhEjfiqLp61GvVUFF161hMixHSQhimMWvXP9r7b4yHYOL/siSnBL2JPAnH/H2yz0u2o74nKRSmHtLR/1dkJfVbGKaBYRqYmJimOfY1BqZpYmKOvG/U8eR7U8dNY9LPSJI05vyjyzr69WgvSbtin9hLcpS35ER/t8m2WRO/k9c6+nXy/5iM+X/q74k+Ivk6+Xfd0K37VY+h6ioxPUbciBPXRz2Msa9H3+/JNpG89yc6rhnamPKNuZZxByRJwi7ZU16vyToZfU+l6ipRB8l6cCgOHLJjzLHR73HIDuyKfcL3JOtu9H2UvO/G32uGYaSOH++hmzompvVsjn2eDImJ76PJ7q+J3m9iohnaSD9nWP2YZh59bHS/d7z3AyiyMqlHcrJtJduKTUrU3/h2Nu716LaXbLMn057G11/q9aj7fkw/M6r9jO6fRreRY51r/G+ebE+j201yTBjdfsa0q8QxzdTQDOuhG3rq/8k2lDymG3qqbBISyeqXEv/AulckJKsuEvf86L5ron5sdLtwKs7U8eTr8e0r+T67bD/hRaLRbWGiNpZ6nai75DWPHxMm+txUGH1vmaaJZmpjxviJ+rBkHzfR8WT7GV3G8Y/R/UByvE2Oq6PHYEVSkGVrrHXZXKnIgGQ9uBSX9Wxzjfn/6Hoc3ZZmawHveH3nZH8b3fYma5uaoVlj06hx6FhjVkyPjamjieps9PFk+5oqyfqZSt82ZsxJjkGj29IEx8a3u2Q7Hf87T9bPjWlbifEqdWz0fXmc8eyo9jSqr0kdSrSlMcdG9UPjOdZnR4+bkz4bI7b7+GPJz49uV6n2Na6tJcex49mv423F8XbkaNth9O8+vs8a3Q9MZNses82MajtTZorDp2maqbnO6DEmOf4n+7bR7xk/X5rsb6M/D4z5PSezx8f0caP6utH9oFNx4rQ58dq8KLIy9d9kHiOEujlGCHVvbfYFI3x4TwPN0TgOSeKLlQV8qjQPm3ziE5FhTecXLd38oqWHkG4ZNxdnpfH1qsJjCoB9cY2fNXfzm7YeYoaJS5b4SmUhHy/NndGQ3LcypmkS02OEtTAhNURYDRPRIoTVMCEtREgNjfw/+VoLp/6ffB3RIqm/J41LzdTm+vIE4xhtpCeNa5tsedCON35HCzjHmtjBWGFOMDMokjLmNxfMPeOFvPETz/FtKnlMMPskJ1tjFhHGLR4kj4k6ml1Gj0tJoSHJ6P5uzOtjLJZNJpgKBG9FFEk56VQ9glPjd1f+jjMKzpjrYkwLQqibY4RQJxhQNb5wsJmnegMALPe5+UZ1IRf6p7b5wYCqcU97Hz9v6aZftQaFlWlu/rWqiPOz0qZcjqZIjC8dauGlgSAAZ2d4+dnSckpcjpO4KsFckVwFU40RT4ykV0ZqVWvU6tZ4z5nkKmTKY2b0Sth4j5pxK5hJT53xq23jV6pHH9dNHQkJWZJT3h7jXydX/iUkFFkZeQ8SkjTyntHvH/NdjH1PciU+Wc7RZRpdttGr7XE9PuIhNtpLbLTXZOJ980nUMQFT9gIykhFFQp3yZ2VJHlm9H+0xIyc8ZpTE6v4xvHLGe1CNmRgmVrKTTOYxBqTur2N5Poyvn4m8lUZ7u6b+lqzfRDuZDpL3m4ycumeTq+wTPafen7hHJ+NEvbkmYry37Pj8m2O8C0Z5+BzlXTvq70CqLxm/Cp/sR1RTHemPjuOhNPp5PpDsa5LP4/824etR70u1pUm8ZCbz7hydwiDpkTiZR0fy/plIyB99XyQXAuJ6fMQbPNm/JdrN6DahGhN4J433rh3lzTRbJNvX6D4/eWz8uJCsu+T1p36LCbwfRzPeAyrlLSWN9fSczHNqdFsZ3eYn6hdGj03jvYVGe7km6yYVDTAuKmD8sWTbmo+igQnotiI0RyWG4kMyDWR9EJvail3vRh5Vd6PH9eRz0tMmOSaN9uqc8PgE7Wq88D/+9VS9eJMLbZP1Y+M9MEe3u4k8aSfyWh/viTtVW2O0rZTss0ffe6PHn9Fj14THR7Wp8f3KmOcJxqLRHvyjnyd6/+jvGX3u8R6mY8axCY6Nbn/JOhrdnkY/jx+7jvKuHGcfTufi+Oh7fHQfNub46P9P0CaOx1RlHBMz9XtOGI0jH/tv46NVRkfZjLc3gJQdPpFNnvRqTkYkHdXHJTxqY3qMqBbFxOQv1/yFFbkrTqk+5gtCqJtjhFAnAKvzvL9rgG8caWNIs4yp1Wke3lWYxcVZaZS7HGPcqHviGpuGgjzdG+CxnkGiidDVareTL1cVcH1uJvJJhgf9paOfb9a2EdQNMm0KP1hcyjW5mdN2rQLBm53Jwj7Hi3owarIpH9swTho6yc+MDyEZbagZJjzTF+Hh3hBbA1GGEx62ElDstLHC5+J8v4cL/V4KnfajviNpACa9/t5KGKYxZrKkm/qYiYskSSlDerSRPH4iLpgeRi88TCTqaYY2ZnIz2cRzjCAyTsQHxnyHFTU68vdD4Sh/6+jntYEgTdE4UcMg3aZQ43GyKs3DRVlpnJvpwyGLXKDJ+kqKdnE9PuFO8+NDcYGx9ZVsS+MWX0a3u2OhmyYHQ1H2DkcY1DTcskyh087qdA+5DvsMXf38Jik+jBZlj7XANNmCQUqclxhTH2P6yHHiwvi+00Ti710Bftc+QG04PuF5suwKl2Slc3VuBhdlpeFV3hyhbNPF6NBs4Jh1IJg5kuLfePHOMI2xoucENt7ofm466sm6J8B+ElFZbwaS409ycfHNgBDq5hgh1AlG0xvX+ElTF79v703ljQNIt8nk2u2YWB50A9rYldFlPhcfLcnllvyskwqbHU9jJMYn9zWxczgMwIeKc/hWdREuZX5MRCK6QWdMRZIgz2HHM0/KJRDMNTsCYb5wsJlDoeiU3n9Whpcb8zK5PjeTPOdbcwI7n+iJq2waDFEXjhIzTNJsCpVuB2dmeN+yAsNc0R1T+dfaNv45hQ2ZfIrMlTkZ3FLg53x/mkgbMUeEdYPftPbw+7Ze2mITew8v8Di5LjeTG/IyWeJzz3IJBfXhGJ/c18juoLXJl0uWWJ3mocBpRzNN2qIq+0ORMTawW5a4MieDdxRkcaE/7S0rRAgEozFNkx2BMH/ttBaSmqNxVNPEp8jUeFysS/dweU4652WKNnO6IoS6OUYIdYKJ6ImrPNg1wMPdg+wajqQ2hUgiAQs8Li7NTuPa3EzWpXumfdUsbhj8V30nP2/pBmCp18UvllWw0Ds3G030xFX+0NbHYz2DHAxFU2u/ElDjcXJpdjo35vlZk37qG3IIps6wprMjEKY2HCVimGTaFMpcDtake/DZ3hwrWqcLv27t4Zu1begmZNgU/l9xDlfnZrDA48IlS/SpOodCETYNhni+P8D2QDjVjmTgPL+PWwqyuDY3Q3gvzDK7hsN8v6GTjf0B9EksrRU+Nzfn+3l7vp98IarOKK8NBPnovgb6VR0JuDonIyXseBSZAVVjfzDCG0MhnukL0B0fCX/Kd9h4W76fdxZkCSFoFnltIMjnDzbTErU8tHyKzOo0DzkOG1HDoD4c53B47ALGSp+bW4uyuTnfT5oYr2acl/uH+ci+BgKaQbpN5o7yAt5XlH3Ubx8zDLYHwjzZM8TjvUOpOgXIttu4KS+TdxRksTrNLTzGZpmIbvBMX4Dn+wPUhmIEdB2XLFHptjyML8tOZ8EczRPeStSHY3ztcCsvDgwf971+m8KN+X4+UJTNUjEmnVYIoW6OEUKd4HhEdIPmaJy+uIYiQZpNocLtnDUvsuf7AnzmQDN9qhU+8t2Fxby7IGvWjKO4YfA/jV3c3dJNZMwKq3X9EWNssuI1aR4+UZrLDXknF/4rmBqHQ1F+1NQ1JvR6NIpk1cWNeX5uyMsUwsIMYpom363v4CfNlqh+Q14m31tYgt9+7NDVjlicR7oHeah7kO2BcOq4T5G5Kc/PuwuzZmQRQDBCRDf4dl07v2/rTR1b7nOzzOfGq8gMajoHghEOjPKQlIGrczP4aEku6zO8on6mmQe7BvjcgWZU02S5z83/Li5lxTE2ZDJMk+2BMPd3DfDProExHu8rfW4+VJzDTfl+4fk9g/yqpYdv1VmLFEVOO1+uLOCmPP9RUQCDqsbG/mEe7h5gY98w8cS0xqPI3JyXya1FOWKxb4bYHgjx9h11RAyDM9I9/Hp5JQVTsAtM02TncIR/dPXzYNcgveqIKF7tdvLeomzeX5RN+mkmtJqmSTSxgdvp0Idrhslv2nr4aXM3PfFj52Vb6HHx/qJsbinwk3kcO0Rw4jzYNcAdB5uJGCYOSeKmfCsqYonPjVuW6Vc19gUjvDoY5PGeIfpGtZl16R7eX5TNjXl+3GJMmvcIoW6OEUKd4HSgK6bymQNNvJzYaOLt+X6+t7Bkxj2mGsIxPrG/kd3DVojEmjQPHy7J4eKsNHISg3+vqvH6YIjHewZ5rGcoZXgv8br4cmUBV+VknBZG0OmCaph8r6GD/2vpTnn+lLocLE8IC/2qxuFwlNboSNiRBFyanc4HirK5NDtdhIVNM3c1dPCDxi4AvlZZyOfK8074nm+KxPhH1wB/6+inaZT3wnKfm8+U5XF9Xua8rjfdNNk2FGJ3MEJ7VEU1DXLsdio8DtZn+OalUNwWjfO+3fUcTIhwb8/3c3tFPjWeo70ReuIqT/QMcV/nAG8EQqnjK3xuPlqSy035mThFjrRT5uneIT68twHdtATvHy0uO6HJTNwweK4vwP1dAzzdG0h5w6fbZN5VkMXHS/MoFRs0TSs/aOzkroZOAN6RsE28U7BN+uIa93f18+f2Po6ERzbBOCPdw8dL87gmJ2NaUokIoC4c5frtR+hXdS7OSuP3KypPqr9SDZOXBoa5v7OfJ3uHUou3PkXmfYXZ3FaWNyXxby7QTZOX+od5qHuQLUNBmiJxDMAhSZS5HaxN93BJVjqX56TPO4/2g6EInzvQnLLFi512rs/LZG26lyy7Qkg3OByK8tpgkFcGgql+zy1L3FKQxafK8qhwO+fyEo5JUjR1ytK8XuA3TZPvNXTywybL3tuQ6eO/F5VS6Zn8t9UMk1cHg/ypvZcne4fQEnZ7ll3hg0U5fLg4R6Q9mccIoW6OEUKd4HRBN01+2tTNXY0d6CZUuZ38cln5MT0NToUHOvv58uFWQrqB36Zw16JSrss9tujWE1f5fVsvd7f0pBLor0nz8K2aIs7O9M1IOd9KdMVUPrq3MSUUXJWTzufLCyYMP2mJxnmqd4iHugbYOspbq9hp59aibN5bmD0vxZPTjd+19fK1w60AfHdBMf+vJPeUvs8wTV4fDPHXzj4e7R5KeaxWuh3cUVHA2/P988qQ7Y1r/LKlm3s7+8eEH45nuc/NO/L9vL3APy9yvdWGo7xrZx1tMZVch40fLy7j4uyp2QAHQxF+09rL/Z39qYlqnsPGbaV5fKAoe0oiheBoXh8M8u5ddUQNk3fk+/nxkrJTutf74hr3dvbzh7belPhtk+DdBdl8rjyPsnk2cdVNk+f7h3m+zwqL74yrxA2TdJtMldvF6nQ3V+RksNI3f8INf9LUxX/UdwDwL1WFfLbsxBcpTNNk81CIP7X38Uj3YGqxr8Rl52MluXygKEd4npwC3TGVa7cfoSUaZ1Wam3+srpmWPiqo6fyze5BftvSkQprdssRHS3L5TFkeGfPEk8s0TZ7sHeI/6juoDR9/V2S3LHNTfiYfL8mdF6HzT/YM8akDTYR1gwybwjeqC3l3QfakOc8Cms4/ugb4Q1tvyhNcBq7Py+QzZXkzNmc4EQzT5LXBII90D7JlKERDJEbUMJGwxtLlPg/n+n1cm5sxbwRG0zT5dl07v2jpAeBzZXl8parwhBZQu2Mqf+vs54/tvanF9KRH3idK81g2D+43wViEUDfHCKFOcLqxeTDIp/Y30RZTcUgS/19NER8pzpk2wz2k6XztSCt/7xwAYH2Gl58vLafoBLwQBlSN/2vu5letvSmh4frcTL5RXUj5PBl0u2Mq2wIhDoWsXTmdskS+w87KNA/Lfe55l/i1NRrnHTtraYzESbfJ/O/iMq6d4m7A9eEYf2rv5d7OfvpVKyzMJsGNeX4+VTb/jAPdNGmJxumPa2imid9uo9jlmHeha490D/LxfY2YwJ0V+XypsnBav79f1fhday+/aetJ1dsyn4uvVxVxcVbanE7WNcPk/1q6+d+mLsIJUT7TpnB2ppcKlxO7LNEdVzkQjLI3GEnl4nPKEu8syOK20jyqjrEKPZPsHg7z7l119Ks6NR4nf1tVTclJeFn1qxr3tPfx27ZeOhKJ8/02hY+V5vKR4pw5najWhqM81Rtg82CQI+EonTENMPEo1uYYy9M8XORP43y/b14Ii/uCEW7ecYSAZnBZdjq/W145bX2wYZq82D/Mz1u6U17pNgneW5jNF8rzT2hsmwk0w+T37b38vLmb9kk2YBhNmcvBB4qyeV9R9nHD62eS/2vu5tt17YAl0n2uPP+Uv7M7pvL79l7+0NaXChfLd9i4vaKA9xZmzYudfRsjMZ7qHWLXcITaUJRhXUeRJHIdNhZ6XJyZ4eWirHRyHHMvVA1rOjfvqGVvMEKl28HDaxdM+0KJmRCYf9DYmVoUzLQpfKYsj4+U5M6pyNoTV7n9YAvP9gUAK3fs2/P9XJadzhKfC5+iMKjpHApFeT0hHI32aL/In8btFflzstBsmiY/be7mu/UdmFjeWz9bWj7lBVbTNNk0GOKnzV1s7B/Jo3ZxVhp3VhRwRoZ3hkp+7DI91jPEd+rax/zOx+KMdA//rySX63Iz5qz9m6bJN2vbubvVEun+c2EJHy7OOenv0wyTJ3qHuLulZ4yH/lU56XylsnBeCMQxw2DPcIQ9wQgd0ThB3cCryOQ57CzzuVmZ5n5L5MEWQt0cI4Q6wenIgKpx+8Fmnuy1jI+rctL538Vlp2y07xoO86l9TdRFYsjAHRUF3F6Rf9Ihd90xlbsaOvlLR18qxOCjJbl8oSJ/TvKZmKbJoz1D/K6tl02DQSbrUL2KzFU5Gdyc7+firLnfQbAxEuMdO2tpjaqUuRzcu6r6mK72kxHVDR7rGeQP7X1sGRoxDi70p/HpsjzO9/vmTPxpjMR4uHuQ5/oC7BwOj9lxDqwV4aU+N+szvVyfm8mZGd459SzbMhjkll11xAyTDxRl872FJTP224V0nd+29vKT5i4CmiWKnZfp4xvVRXOSz2l/MMIXDo6E4az0uflCRT6XZadPaEj3qxqPdA/y147+1E7WEvC2fD9fqiyY1RXz1waCfGBPPUHdYKXPzV9WVZ/yhDpuGNzfNcBPm7qpj1geG2mKzEdLcvlEae6s5QhSDZP7u/r5Y1sfO4bDx/8AlvfIjXmZ3FqUPWf5EJsiMa7ffoTuuMbZGV7+uqp6xkT5zYNB/qexk5cSgp1TlvhgUQ6fLc+bE0/PVwaG+fqRttQu0Vl2hetzMzkn00eF24lTlhhQdQ6EIrw2GGRj33Bq8cstS3ygKIfPzEHZf9XSw7/WtgHwpYoC7qwsmNbvj+oGD3QN8L9NnSnPk1KXgzsr8nlHftash8TGDIMHuwb4bWtvarfUY6FIcIE/jVuLsrkqJ2NObIiYYXDr7npeHgiSY7fx6LoFM9rXmqbJM30B/qO+I3U/FzrtfKmigHcWzH6dPd8X4HMHm+mJazhliU+W5vGZsrxjblpimiZbhkL8qrWHx3uGSGZgvsifxpcrC1g7S+KWZph89XArf+7oA+BDxTl8p6b4pBcv9gUj/Ky5m4e6BlLXdHl2Ol+tKpy1hdpDoSjfONKaWixJt1m5eC/KSmOZz02W3dp0pikSZ0cgzDN9Q7w6GEyleMl32PhMWT63FmXPqvhrmibfONLGbxJ5bO9aWMIHTkGkG8/2oRC/aO3h0e5BDCzb6Ka8TL5UWTjri5m6afJMb4B/dA/wXF+AkG5M+l67JLHB7+P6vExuzMucd+Hi04UQ6uYYIdQJTldM0+Q3bb38W207cdOk2Gnn/5aWc9ZJrPxphsnPW7q5q6EDzbSMq58vLeecaVpF3B+M8M3attQAnWVX+HJlIbcWZs+a8XYgGOHrR9p4bTCYOrbU62JZmhu/zUbMMGiJWgbC6GTkFW4HHy3J5d0FWXOyenQkFOWWnXV0xlWq3U7uW109LR4gu4bD/Ly5m0cSxgHA6jQPny/P48qcjFkTwXYPh/lpc3fKSEnikiVyHDZskkRvXCM4zmAodtr5UHEOt86BV0l9OMa12w4zoOlclZPOb5ZXzspEbEDV+FFTF79t7U2Fh12dk8GXKgtmZScxzTD5SXMX/9PYiZbY2fbbNUW8a4qb2yRD3H7W3M0zCQ+HpGfTHRUFM57b6KneIT6+r5GYYXJOppc/rqia1p0mddPkke5BftTUlQo5SrfJfKwkl4+X5M6Yh11UN/hbZz8/be5KiRpJoeBCfxqr0j0UOu3IWGFRteEYm4dCPNcXoHmUV8OZ6V6+UJHPJbPordkdU7lhxxEaI3GWel08uKZmVjwRNw0G+a/6DjYnFiw8ilVPt82SsNoajfOt2jYe7RkCrDHxK5WFvKsg66gNGEYT1g0e6h7g1y097E/cY7Nd9tHh/reX5/OVqun1JB5NzDC4p72PHzZ1pULrq91OvlhZwI2zsGHVoKrx27Zeftvam9pEQZHg3EwfGzLTWOxzkWlTUE2TrpjK7mErgfzeUWJeucvBJ8vyeN8segQapsmn9jfxUPcgXkXmH2tqWDVLIY+6afJA1wDfq++gLeEhusDj5F+qCmclZ3HMMPiPuo6U99Mir4tfLC0/YS+lpkiMnzZ389eOvlRescuy0/lKZcGMho+GNJ2P72viuf4AMvCdBcV85BRTaiRpisT4UVMX93b2pwSwG/Iy+XJlwYS5WaeDgKbz/YZOftPWg25aiyOfKs3jM+V5xxV3umMqf2rv44/tvXTFRzxsP1uez/uLsmc8L6xpmvxrbRu/bu1FAr6/qJT3FWXPyLkOh6L8d0Mnj/QMAlY/c0t+FrdX5M94JFJI17m3o59ftfbQEBmxCXLsNlaleahwO0izKYR0nfaYys5AONW2wbIF31OYxcdLcufcQ326EULdHCOEOsHpzu7hMJ/c10R9JIYiwa2F2dxZUTCl5KSmafLSQJBv1ralEqpfm5vBfy8qJWuaDX7TNHm2L8C369pTeUIWe118p6aY87PSpvVcoxlSNb7f2Mlv23rRTUsAuq00j/cWZU+YVDy5g+BD3QPc3znAYEK089sUbivL4yPFObMWKnYgGOGWnXX0qhqLvC7uW1U97UlnmyIx7m7p4S8dfal8W4u9Lj5fns8NM7SBgWlayXV/2tTNC6O2tr/A7+Oa3Ewu8KdR7naMOXdnTGXzUJDn+gI80TOUyoHolmXeV5TF58ryZyUhb29c47rth2mMxFmd5uGBNdWzvpLYEo1zV0MHD3SOrI7fmJfJFysKWOCdGWO7Nhzls/ubU55aV+Wk872FpSed53DXcJj/qu/g+URIjluW+Egit9FMiA1/6ejjiwdbMIAr/3/2zjo6ruprw89Ykom7a91dqBdaqtQoVhxa+FHcoR9SvMVdWihQ3FoqQF2ou7ukcXebJCP3+2N6LwlN0shMZlLOs1bXgpk7J+cmc+89Z+93vzvQm886xdotK2+RJP7KLuSthAzlvuqj1fC/qCDuigyyWXDQZJH4JSOPtxMylEVzoE7L/6KCuCHM/6IqK0mS2F1YynfpuSzNKlBUrN289DzbKpyhdrwvgzXwfPX+MxwvLSfGzVqW15y+mZIksTGvmLnn0jl4Xh3qrVUzMyqYuyKD7JKYKTNb+DQpi4+SMjFYJNRY1TJPxoU26Hsvlxu+XmXu/joNT8SFcYsdE2BfpmTzf6etSrr7o4N5plVYswR1y8wWvkrN4eOkTMUGoL2HG4/HhjLWDk0nsiuNzEvO5uvUHCVJFO6q486IQKaFBRBwERVufFkFP2fk8U1qjpL4i3Zz4am4UKbY2WdUkiSeP5PK5yk5aFXwfbfWDLPztVwT5WYLC9NyeC8hU/kd9PF259nW4Vxmp1LSk6Xl3HssgaMl1vvunRGBPNc6vEn3+kRDBe8mZPJr5j/BrQlB1uCWrZ+3WRVGbjkcz8FiA3q1ik87xTImyMemPwOszUXePJfBkqwCwFqxcH2YP4/FhjbKBqImLJLEzxl5vHo2XQlyjwn05sU2EQ0OPFVaLPyUnsf7iZnKsy7azYXnWodf1Du7sVS9jgDe6RDFjWH2CdJV5XBxGa+fy1DKtbUqmBYWwEMxITb728hkVhj5MjWn2n1KDrpNDPalh5d7rfeq06Xl/JVdyA/puUoZs4tKxbQwfx6MCSHiEgnYiUCdgxGBOsGlQInJzNOnUvgt0+orp1ermBjsx7WhfvTx9rggQ59aXsma3CK+T8vl8PnMr59Ww+wGqGMai9Ei8U1aDm+ey1CCYGMDfZjdJtymZRkWSeKn84sE2etmfJAPs1uH19tEvNRs5reMfOYnZ3P2fEmbv07DfdEh3B4RYNcAzf6iMqYdPEuByUxXTz0/dW990c1BU8iuNPJ5cjZfVtmYxOldeCA6hGtC/WyiBLCcN3X+MDFLCfiogckhftzXAK+8crOFZdkFzE/OVpQLerWauyIDuddOgR6wXmfXHzzL3qIyotxc+Ku37f1+GsKp0nLeSshgWZXF9pTzv0tbKeyMFokvUrJ541w6hvPG9q+1jWRqiJ9N7hPb8kt4LT6tmrfRgzEh3BkRWKeyqL5YJIn3EjOVrpQ3hPrzVvuoZlHyWs6X2r+dkKGUgvlqNdwTFcT0JgTsZOXeG+cylFLbMFcd90cHc2NY48qCMiuMfJqcxcLUXKW0coS/N8+1CaODh+3VmqUmM9edv5aCXbQs62Xfsry6kM3mXz/3T2DVX6fh9ohAbg+3TUc+SZJYklXAK2fTlI3mAF8PXm0b2aRrVZIkVuUUMefcP+WG7T3ceKlNhM2DM1+kZPPs+SDdvVHBPNe6eYJ0VSkxmfkiJZtPk7MpPL9+kNXVN9YjgHYxUssr+SQpi+/Tcyk/H7ju5OHGAzEhXBXk2+DSwzKzhR/Tc3m/iiKwq6ee19pF0tdOZZRVu/B+3DGaqaH+dvk59aXIZObjpCzmJ2cpycAR/t48EhtiM580iySxMC2XF8+kUm6R8NdpeK9DNKMCbRfkii+r4K2EDH7PzEfC+ry9LtSfx+JCbdJJemdBCXcfTSCz0oS/TsO3XVvR286ltsdKDMyNT2f1+aCQi0rFrRHWoFBT1jY7Ckp44UyaYnXRWu/Ky20juKKeDZtqo+J8wO6dhAxFYdfPx4MX2oTTy9t2vyuTRWLW6RS+TbOWHr9tRyVdbewrLOXNhAwlmalVwZhAH26PCGSQb9Nsao6WGJifnM3vmflKdUaMmwt3R1mrhxoiRrBIEutyi/g4KYsd5xXqX3WJZWw9PbSdHRGoczAiUCe4lNiWX8Kr8WnsrdLl00WlIkbvgp9OS6VFIqW8UslugTWod3O4tfSsOUsI84wm3jqXwcI0q9LNRaXi7qggHo4JabKSYV9hKc+cTlWCQW3dXXm1bWSjFSJmSeL3zHzeSchUNsZBLloespP8fmdBCTcdsvpo9fZ25/turZrN50ou9fk8OVvJsIW76pgZFcyUEL9G+XmVmS0sysxjfnI2p8+rKd3UKm4IC2BmVFCjZf2SJLE5v4S559LZd/4773M+0DPdRoEemVKzmZsOxrOjsBRfrYZlvdrSzk7qtYZytMTAm+fSFc9KsHrq3BcdzOBG+g7KatvnTqcqHf2G+nnybodom2dKa/I2CnfV8USc1duosarOIpOZB48nKr+X5lQAVcUiSSzLKuDthAzl+y/7YE4KtvqR1Sdol1FhtPpkpeaQfD6D7a/T8FBMCLeF2+b7nlNp4r3EDL5OzcEkWTejN4cH8ERcqM2C0kUmM7ce+uda+r1nG6cwz7ZIEkuzCnizSgBUp1IxMdiX6ZGB9PRquIefRZJYlVPI+4lZyqY1wlXHc63DmRTsa7Pvoski8W16Lm+eS1cUZ6MCvJndJpzWTSxps0gSr8an83FSFuC4IF1VCo0mPkvOZmFajnK+OpWKoX5eTArxZUygT719cGWF91epOazMKVRUU7283Xk4JoQrA7ybfK6lZjMLUnL4qIrP6LWhfjzXKtymSvD5yVk8f8ba4OOVthHMsFHJpC3IqDDyTkIG36fnKr/jQb6ePBwT0ujnFFiff0+dTFaSPcP9vHi/Y7Td1LnHSwy8XuV5q1OpuDXcGtxqzN+y0mLhw8Qs3k20Wkq0c3fj665xzepPtqewlNfi0xVrGL1azdQQP24OD6C7V/26TMtrhnnJWUrzCg+NmkdjQ7krMtCmZd+lZjOfJGXxSdI/wd+rQ/yY1SqsyUHTUpOZ/x1LZG1ukd3LXevDroIS3kzIUKyDwOrXOS7Qh7FBPvT29qhXAsFgtrA2t4ivUnOqWQD19fbgnuggm3hpbs0vZklWAW/Y0bO5uRGBOgcjAnWCSw1JkthTVMYP6bmszy1Ssk5VUQF9vD0YE+TDtDB/m5e5NoQTpQZeOJ2mlEAGuWh5Mi6Ua0L8G6wMiS+r4PVz6Sw9rzDy1Kh5PDaU6ZFBNukgaLJYvVfeSchQpN4RrjoejwvlWhsZXC/OzOeRE0lUWCQG+nryTdc4h3jjlZrMfJOWy6fJWYoSQA0M8PXkcn8v+vp40N3LvdbgQKXFwp7CMv7ILuD3zHwl6OetVXNHRBAzIgNttvGXJInVuUXMiU9XFDERrjqejAvjmlC/Ji8+Co0mbj9yju0FpXhp1Pzaow09HNDE4WLU5DvY1VPPzeEBTA72rZf3l8kisS6viA8TM5WNj79Ow7OtwrkhzN+uJVtmSeLXjDzePPdPKWd7Dzf+r1UYoxq4WV6dU8jTp1JIO98d+7V2kdzswMU2WM9vaVYB7yRkKOX/YL2uunjq6eDpRpzelRAXHW4aNRZJIt9o5kxZOQeKy5QSR7D+TWac976zx/3hbFk5r55N568cq4eap0bNQzEh3BUZ1KSAYFaFkRsPxXOkxICXRs3P3Vs3m0F7fTFZJP7ILmBBSk61jnzt3N24JtSPKSF+F90MZlQYWZyZz4/puUpw1l2j5sHoYP4XFWy3susCo4m3EzL46nygVauC28IDeTQ2tFFqszyjiUerNK56IjaUR2NDnGYTVm62sDSrgC9Ts6tdHxoV9PRyZ4ifFz293Wnv4Uaoqw4XlYrK835yh0sMbC8o4a/swmrddgf5evJQTIhdmitlVxqZE5/OD+l5gPW6eiIulDsjmrZGkSSJd6soh+3RhdxWxJdV8GFSJr9m5Cneb7283ZkRGcS4QJ9631+Olxh4LzGTZVkFSFiDQrNahXFnRGCzeOzuKyxlzrl0JYDSUFV/TQmqKcG+vNU+yiGduOXE55z49GrNiKLcXLjc34seXu609XAjQKfFXaPGYLaQbzRxsqyc/UVlrM4pIqPSeh2pgZvCA3jShgmemkivqGROfDq/ZFiriVzVKu6KDOLBmMY1rDtSXMb/zjfUc1Or+LRTjNMow46VGPg6NYdFmfnVmjzo1Sp6envQ09udVnpXot1c8NCoQWVNvJ0pq2BPYSkb84spO/85jQquCvLl7sggu6s2WzoiUHeevLw8HnjgAZYvX45arWbq1Km8//77eHrW7WOwfft2nnnmGXbu3IlGo6FHjx6sWrUKvb5+2VkRqBNcykiSRFJ5JcnlleQbzbioVYS46Gjr7uqQhUBtyAuW2WdSFSNTP62Ga0P9GR3oTT8fz1oXsUUmM+tzi1iUmc/a3CIkrIHI60P9+b9WYXbxLTNaJH5Mz+WdhExlYdLG3ZUn4kKZENQ4g+sKi4U58el8lmw1QB4V4M1nnWPt1v2wvshG9T+k5V7Q7U6FVfkUrXfBR6vBVa2mxGQhq9LIydJyRVIP1sXejEhreZItDfyrIgd63jiXoWy8Onq48Wzr8EYb5CeXV3LzoXhOlpbjcT6wYKtyHXuRaKhgXnI2P1bxHXRVqxgZ4M0QPy96e7sTo3fFS6OmUpJIKzdypMTAlvxi/sopJPt8YNbtfFfJR2NDmk3RCdbv3FepObyfmKmUx/fz8eDR2BCG+NXehdkiSWwrKOH9xExl8xTj5sJnnWMd0h23NqQqPpircqo3dLgYfbzduSEsgKkhfs3S+W57gdXDVO7wG+mm49lWjVOD7Sgo4X/nS7uCXLT82K0VXZrJ4L6xHCgq44uUbJZnF1TrRN1a70p/Xw9au7sR7KJFBeQaTZwzVLK7sIRjJeVKV3F7JCcuxunScl46m6Y0bfHWqnkoJpQ7IgLr9UyRJIm/cgp55lQqGZVGdCoV73aI4hoHl1HWxenScpZmFbA0K18Jjv4bjQpFzVUVD41VQXRHRGCzqDv3FZXyf6dSFZVlG3dXnm8d3ij1nsFs4f9Op/Dj+eDfY7EhPB4b6jTB1NpIOV9m/EOVMmNfrYaJwb6MCPCmr49HtSSyRZI4WVrO1oISfs/Mr1Y5MjHYlxfbhBPm2vy+WJvziplTRdXvrVUzLSyAcYE+9PR2r6YkkySJeEMFa3OL+Ck9T2k65K/T8GrbSCbbUGXbWCRJYkdhKd+l5fLHv+57F8NTo+aGMH+mRwQR14yKwEPFZbx4Jo2tBf80rHs0NpRpYf71sqgpNZl5PzGTz5KzqZQkwlx1fNE51imDWKVmM3/nFfNXdiHrcouqNb+7GJFuOq4O9uO2iMBLxkPO3ohA3XnGjh1Leno68+bNw2g0cscdd9C3b19++OGHWj+zfft2xowZw6xZs5gwYQJarZaDBw8yadIkXF3rd4MQgTqBwHmotFg36POTs6t1FHJTq2jn7kaU3gUvjQYzEkUmM2fLKogvq6jWLXRkgDezmqnlvMFs4evUHD6sYnDdxVPP063CGNGAwNDuwlIeP5msZFUfiA7m6VZhzdJJtCEkGipYlVPIzsJSdhWWKgGd2vDXaRgZ4M2EIF+uCPButvMxmC0sSMnmgyplRoN9PXmuTXiDOt8tyyrgiZPJFJrMhLro+K5bnNMHFqqSW2ni14w8fsrIU5SG9SFAp+WGMH/+FxnULA06aqPQaOLjpCw+T8lWAo5BLlqG+3vR3cudEBcdapX1PI+UGFifV6R0PdWq4K7IIJ6IC3N4sPtipFdUsruwjPiycs4ZKskzmig/7xPnp9MS4aqju5c7l/l62r0zbk1YzndxfC0+nfTz9+Xe3u481zqc/j4eF73PFZvMvHkugy9SsrFgVaYt7BrXrBu5plJkMvNHdgGLMvLZVlBCfRbj/Xw8uDbUj0nBfo1Sd9iCLfnFvHAmTfHy9NNquCk8gGtC/Wjv7nbB367CYmFVThFfpGSz67zfUBt3Vz7pFEO3FnTvSy6vZHN+MVvzSzhWYiDeUFEt4KBVWdW6Pb08GBXozVA/L5taJdQHiyTxY3oer8X/46M71M+T2W0i6r1+OVhcxqMnkjhaUo4Ka4dQZyp3rQ9ZFUYWpuXwU3petXUfWL+vXloNZkkiq9KEsco2WKOy+hs/EhvaLOu9upCTzXPi05XgG1i/Z7F6Vzw1GiosFtIrjEryCawq2zsjrCo8R1a21Eap2cy2/BK25JdwsrScM4ZyCo1mSs0W9Bo1PloNrfSudPLUM8zfi0G+ns1+HcnIDeteOpumBOp9tBpuCPNnfKAPvX08qq1BJUniWGk5SzPz+S49V1nDjw705t0O0U759/g3FknidFkFuwpLOFpSTqKhgpTySsotEhZJItBFS6SbCz293Bno60lP74bbN/zXEYE64Pjx43Tq1Indu3fTp08fAFauXMm4ceNISUkhPDy8xs9ddtllXHnllbz88suN/tkiUCcQOB/m8+aky7IKWJ9XpDxAa6OtuyujAn24Mcy/yX48jaHYZGZ+cjafJmcpjRj6envwQExwrRsAsySxKa+YBak5SnenQJ2WN9tHOo3Uvi4kSSLHaCLRUElSeSWlZjPlZgkPjZpAFy3tPdyIdnNx6KIgz2ji/cRMvkrJUdR9k4N9eTQ2tE5/uQNF1o6kcjl2Dy93vugSa/OOW82FJEkcLjGwPreIzfklnCgtVzaGYC2daOXuymU+ngzz9+Jyf2+blIrbiowKIx8kZlYroa4NT42aq0P8eCAmxCYG34J/KDWb+Swpm4+SspSGE1089UwL82dkgHe1690iSRwtMbA0q4Bv03IV4/9rQvx4vX1ks3dKtiWFRhM7C0vZV1RGUnklOZVGVKjw1mqI1rvQzUvPQF9PhzaaqYpFkvg1I5+3EzKqqTcjXHV08tQT5KLFJEkkl1dyoKhMCYrLHdLvjwlu0X8vsD5vS0xmyiwW9GprgMFZNqxF59U8n59X8wBc7u/FHRGBDPP3usADV5IkjpeWMy85m18y8pCwJsU+6xRr907N9sQsSfydV8yqnEL+zi8mwXCh0thdo6avtweX+3txdYifQxNJNWGRJFbnFLE8u4D1taidXNUqenm7MynYj0nBvs3qDf1fwGSR+CE9l0+Ss6p9h/RqNa3dXfHUqDFYLCQaKqsFTeP0LrzQJqLBNhuCSxsRqAO+/PJLHnvsMfLz85XXTCYTbm5u/Prrr0yZMuWCz2RlZRESEsIHH3zAjz/+yNmzZ+nQoQOvvvoqgwcPrvVnVVRUUFHxjyS+qKiIqKgoEagTCJwUiySRaKjkeKmBzEoTxSYzasBbqyHKzYWOnnqHqExqIs9o4qPELL5MzVZKOTw0anp4udPOww1PjZoys4XE8kp2F5Yqm1eNytqNclar8EY1axDUTZKhgjfOZbDofLc2sHbyG+TnSUcPPd5aDcVmM6dKy9mUX8zREmtGXKdScV90MI/FhjpV4MoWlJrMlFskNCqcatNaF5UWC1vzS9hdVMqxEgN5RjNmScJPZw0M9/X2YJi/V7OUhP6Xyagw8ta5DH7LzFPuc2At+Qp1cUFCIqXcqATzwKrKerlNBJc3seufoPGYJYk1OUV8m5bLloLiWkvaQl10TAvz59aIAIeUEv5XSTRUMCc+nWVVPEY9z68fWrm74qJWkV1p4mBxWbUAxJRgX15oE2G35gmOotRsJtFQicFsQQWEuuoIcdU5XaVBbUiSRGqFkQRDBWVmCzqVihBXHa3dXW3egExwIXI30kWZ+WzMK64WlJPRq1UM9vPixjB/RtmgmYLg0kME6oDXXnuNhQsXcvLkyWqvBwcH8+KLLzJz5swLPrNjxw4GDBiAv78/b731Fj169OCbb77hk08+4ciRI7Rt27bGn/XCCy/w4osvXvC6CNQJBAJbkVFh5NOkLJZlFyilYjXhq9UwNcSPOyMDHaIE/K9xpLiMNxMyWJdbpJhY14TL+U6Pj8eFEtvIjrQCwaVOntHEL+l5rMotZHdh6QXXlF6tZri/F9eG+jFabIKcilKzmf1FZZwpq6DQaEalsvqNdvbU08HjwpJYQfORaKhgQUoOS7Pya2wGBtYk0uhAb2ZGBTulj5ZA4EyYLBIJ5RWcK6ug3CKhU6mI1rvQSu/qsFJdQcvgkg7UPf3007z++ut1HnP8+HEWL17c4EDdtm3bGDRoELNmzeK1115TXu/WrRvjx49nzpw5Nf48oagTCATNhUWSOFZi4HCJgQRDJWVmM25qNWGuOnp6e9DVU2+TTrGChpFvNLEut4gDxWXEl1VQYrbgoVET5eZCXx8PRgR4twh/EoHAWTCYLSSVV5J9vrlOmKuOaDfXS06JKhA0F3L5+JESA8nllRgtEgE6La3dXRng6+mQbvACgUDwX6IhgboWt2t47LHHuP322+s8plWrVoSGhpKVlVXtdZPJRF5eHqGhoTV+LizM2na8U6dO1V7v2LEjSUlJtf48V1fXejeaEAgEgqagVqno4uXeohoQ/Bfw02m5JtTfqTsYCgQtCb1GTXsPN9rX4f0oEAjqj1qloquXO13F+kEgEAicnhYXqAsKCiIo6OLdhwYMGEBBQQF79+6ld+/eAKxfvx6LxUL//v1r/ExsbCzh4eEXqPBOnTrF2LFjmz55gUAgEAgEAoFAIBAIBAKBoBYu2SLqjh07MmbMGO666y527drF1q1buf/++7nhhhuUjq+pqal06NCBXbt2AaBSqXjiiSf44IMP+O233zhz5gzPPfccJ06cYPr06Y48HYFAIBAIBAKBQCAQCAQCwSVOi1PUNYTvv/+e+++/nxEjRqBWq5k6dSoffPCB8r7RaOTkyZOUlZUprz388MOUl5fzyCOPkJeXR/fu3VmzZg2tW7d2xCkIBAKBQCAQCAQCgUAgEAj+I7S4ZhItgYaYBAoEAoFAIBAIBAKBQCAQCC5dGhInumRLXwUCgUAgEAgEAoFAIBAIBIKWhAjUCQQCgUAgEAgEAoFAIBAIBE7AJe1R5yjkauKioiIHz0QgEAgEAoFAIBAIBAKBQOBI5PhQfdznRKDODhQXFwMQFRXl4JkIBAKBQCAQCAQCgUAgEAicgeLiYnx8fOo8RjSTsAMWi4W0tDS8vLxQqVSOnk6TKSoqIioqiuTkZNEcQyBoIuJ6Eghsg7iWBALbIa4ngcA2iGtJILANl+K1JEkSxcXFhIeHo1bX7UInFHV2QK1WExkZ6ehp2Bxvb+9L5iIRCByNuJ4EAtsgriWBwHaI60kgsA3iWhIIbMOldi1dTEknI5pJCAQCgUAgEAgEAoFAIBAIBE6ACNQJBAKBQCAQCAQCgUAgEAgEToAI1AkuiqurK7Nnz8bV1dXRUxEIWjziehIIbIO4lgQC2yGuJ4HANohrSSCwDf/1a0k0kxAIBAKBQCAQCAQCgUAgEAicAKGoEwgEAoFAIBAIBAKBQCAQCJwAEagTCAQCgUAgEAgEAoFAIBAInAARqBMIBAKBQCAQCAQCgUAgEAicABGoEwgEAoFAIBAIBAKBQCAQCJwAEagTXJSPP/6Y2NhY3Nzc6N+/P7t27XL0lAQChzFnzhz69u2Ll5cXwcHBTJ48mZMnT1Y7pry8nPvuu4+AgAA8PT2ZOnUqmZmZ1Y5JSkpi/PjxuLu7ExwczBNPPIHJZKp2zMaNG+nVqxeurq60adOGr7/+2t6nJxA4jLlz56JSqXj44YeV18S1JBDUn9TUVG6++WYCAgLQ6/V07dqVPXv2KO9LksTzzz9PWFgYer2ekSNHcvr06Wpj5OXlcdNNN+Ht7Y2vry/Tp0+npKSk2jGHDh1iyJAhuLm5ERUVxRtvvNEs5ycQNAdms5nnnnuOuLg49Ho9rVu35uWXX6Zq/0VxLQkENbNp0yYmTJhAeHg4KpWKJUuWVHu/Oa+dX3/9lQ4dOuDm5kbXrl3566+/bH6+dkUSCOrgp59+klxcXKQvv/xSOnr0qHTXXXdJvr6+UmZmpqOnJhA4hNGjR0tfffWVdOTIEenAgQPSuHHjpOjoaKmkpEQ55p577pGioqKkdevWSXv27JEuu+wyaeDAgcr7JpNJ6tKlizRy5Ehp//790l9//SUFBgZKs2bNUo6Jj4+X3N3dpUcffVQ6duyY9OGHH0oajUZauXJls56vQNAc7Nq1S4qNjZW6desmPfTQQ8rr4loSCOpHXl6eFBMTI91+++3Szp07pfj4eGnVqlXSmTNnlGPmzp0r+fj4SEuWLJEOHjwoTZw4UYqLi5MMBoNyzJgxY6Tu3btLO3bskDZv3iy1adNGmjZtmvJ+YWGhFBISIt10003SkSNHpB9//FHS6/XSvHnzmvV8BQJ78eqrr0oBAQHSH3/8IZ07d0769ddfJU9PT+n9999XjhHXkkBQM3/99Zf0zDPPSIsXL5YA6ffff6/2fnNdO1u3bpU0Go30xhtvSMeOHZOeffZZSafTSYcPH7b778BWiECdoE769esn3Xfffcr/m81mKTw8XJozZ44DZyUQOA9ZWVkSIP3999+SJElSQUGBpNPppF9//VU55vjx4xIgbd++XZIk60NMrVZLGRkZyjGffvqp5O3tLVVUVEiSJElPPvmk1Llz52o/6/rrr5dGjx5t71MSCJqV4uJiqW3bttKaNWukYcOGKYE6cS0JBPXnqaeekgYPHlzr+xaLRQoNDZXefPNN5bWCggLJ1dVV+vHHHyVJkqRjx45JgLR7927lmBUrVkgqlUpKTU2VJEmSPvnkE8nPz0+5vuSf3b59e1ufkkDgEMaPHy/deeed1V67+uqrpZtuukmSJHEtCQT15d+Buua8dq677jpp/Pjx1ebTv39/6X//+59Nz9GeiNJXQa1UVlayd+9eRo4cqbymVqsZOXIk27dvd+DMBALnobCwEAB/f38A9u7di9ForHbddOjQgejoaOW62b59O127diUkJEQ5ZvTo0RQVFXH06FHlmKpjyMeIa09wqXHfffcxfvz4C77v4loSCOrPsmXL6NOnD9deey3BwcH07NmTzz//XHn/3LlzZGRkVLsWfHx86N+/f7XrydfXlz59+ijHjBw5ErVazc6dO5Vjhg4diouLi3LM6NGjOXnyJPn5+fY+TYHA7gwcOJB169Zx6tQpAA4ePMiWLVsYO3YsIK4lgaCxNOe1cyms/USgTlArOTk5mM3mahsggJCQEDIyMhw0K4HAebBYLDz88MMMGjSILl26AJCRkYGLiwu+vr7Vjq163WRkZNR4Xcnv1XVMUVERBoPBHqcjEDQ7P/30E/v27WPOnDkXvCeuJYGg/sTHx/Ppp5/Stm1bVq1axcyZM3nwwQdZuHAh8M/1UNeaLiMjg+Dg4Grva7Va/P39G3TNCQQtmaeffpobbriBDh06oNPp6NmzJw8//DA33XQTIK4lgaCxNOe1U9sxLena0jp6AgKBQNBSue+++zhy5Ahbtmxx9FQEghZHcnIyDz30EGvWrMHNzc3R0xEIWjQWi4U+ffrw2muvAdCzZ0+OHDnCZ599xm233ebg2QkELYdffvmF77//nh9++IHOnTtz4MABHn74YcLDw8W1JBAImg2hqBPUSmBgIBqN5oIOe5mZmYSGhjpoVgKBc3D//ffzxx9/sGHDBiIjI5XXQ0NDqayspKCgoNrxVa+b0NDQGq8r+b26jvH29kav19v6dASCZmfv3r1kZWXRq1cvtFotWq2Wv//+mw8++ACtVktISIi4lgSCehIWFkanTp2qvdaxY0eSkpKAf66HutZ0oaGhZGVlVXvfZDKRl5fXoGtOIGjJPPHEE4qqrmvXrtxyyy088sgjivJbXEsCQeNozmuntmNa0rUlAnWCWnFxcaF3796sW7dOec1isbBu3ToGDBjgwJkJBI5DkiTuv/9+fv/9d9avX09cXFy193v37o1Op6t23Zw8eZKkpCTluhkwYACHDx+u9iBas2YN3t7eykZrwIAB1caQjxHXnuBSYcSIERw+fJgDBw4o//r06cNNN92k/Le4lgSC+jFo0CBOnjxZ7bVTp04RExMDQFxcHKGhodWuhaKiInbu3FnteiooKGDv3r3KMevXr8disdC/f3/lmE2bNmE0GpVj1qxZQ/v27fHz87Pb+QkEzUVZWRlqdfUtskajwWKxAOJaEggaS3NeO5fE2s/R3SwEzs1PP/0kubq6Sl9//bV07Ngx6e6775Z8fX2rddgTCP5LzJw5U/Lx8ZE2btwopaenK//KysqUY+655x4pOjpaWr9+vbRnzx5pwIAB0oABA5T3TSaT1KVLF2nUqFHSgQMHpJUrV0pBQUHSrFmzlGPi4+Mld3d36YknnpCOHz8uffzxx5JGo5FWrlzZrOcrEDQnVbu+SpK4lgSC+rJr1y5Jq9VKr776qnT69Gnp+++/l9zd3aXvvvtOOWbu3LmSr6+vtHTpUunQoUPSpEmTpLi4OMlgMCjHjBkzRurZs6e0c+dOacuWLVLbtm2ladOmKe8XFBRIISEh0i233CIdOXJE+umnnyR3d3dp3rx5zXq+AoG9uO2226SIiAjpjz/+kM6dOyctXrxYCgwMlJ588knlGHEtCQQ1U1xcLO3fv1/av3+/BEjvvPOOtH//fikxMVGSpOa7drZu3SpptVrprbfeko4fPy7Nnj1b0ul00uHDh5vvl9FERKBOcFE+/PBDKTo6WnJxcZH69esn7dixw9FTEggcBlDjv6+++ko5xmAwSPfee6/k5+cnubu7S1OmTJHS09OrjZOQkCCNHTtW0uv1UmBgoPTYY49JRqOx2jEbNmyQevToIbm4uEitWrWq9jMEgkuRfwfqxLUkENSf5cuXS126dJFcXV2lDh06SPPnz6/2vsVikZ577jkpJCREcnV1lUaMGCGdPHmy2jG5ubnStGnTJE9PT8nb21u64447pOLi4mrHHDx4UBo8eLDk6uoqRURESHPnzrX7uQkEzUVRUZH00EMPSdHR0ZKbm5vUqlUr6ZlnnpEqKiqUY8S1JBDUzIYNG2rcJ912222SJDXvtfPLL79I7dq1k1xcXKTOnTtLf/75p93O2x6oJEmSHKPlEwgEAoFAIBAIBAKBQCAQCAQywqNOIBAIBAKBQCAQCAQCgUAgcAJEoE4gEAgEAoFAIBAIBAKBQCBwAkSgTiAQCAQCgUAgEAgEAoFAIHACRKBOIBAIBAKBQCAQCAQCgUAgcAJEoE4gEAgEAoFAIBAIBAKBQCBwAkSgTiAQCAQCgUAgEAgEAoFAIHACRKBOIBAIBAKBQCAQCAQCgUAgcAJEoE4gEAgEAoFAIBAIBAKBQCBwAkSgTiAQCAQCgUAgEAgEAoFAIHACRKBOIBAIBAKBQCAQCAQCgUAgcAJEoE4gEAgEAoFAIBAIBAKBQCBwAkSgTiAQCAQCgUAgEAgEAoFAIHACRKBOIBAIBAKBQCAQCAQCgUAgcAJEoE4gEAgEAoFAIBAIBAKBQCBwAkSgTiAQCAQCgUAgEAgEAoFAIHACRKBOIBAIBAKBQCAQCAQCgUAgcAJEoE4gEAgEAoFAIBAIBAKBQCBwArSOnsCliMViIS0tDS8vL1QqlaOnIxAIBAKBQCAQCAQCgUAgcBCSJFFcXEx4eDhqdd2aORGoswNpaWlERUU5ehoCgUAgEAgEAoFAIBAIBAInITk5mcjIyDqPEYE6O+Dl5QVY/wDe3t4Ono1AIBAIBAKBQCAQCAQCgcBRFBUVERUVpcSL6kIE6uyAXO7q7e0tAnUCgUAgEAgEAoFAIBAIBIJ62aOJZhICgUAgEAgEAoFAIBAIBAKBEyACdQKBQCAQCAQCgUAgEAgEAoETIAJ1AoFAIBAIBAKBQCAQCAQCgRMgAnUCgUAgEAgEAoFAIBAIBAKBEyCaSQiaREZpBifyTlBiLEGr1hLiHkJ7v/a469wdPTWBQCAQCAQCgUAgEAgEghaFCNQJGkW5qZyXtr/E8vjlF7znrnXnxo43MrP7TFw0Lg6YnUAgENiWHEMO+zL3UWYqo1NAJ9r5tXP0lASCFovRYqSgvABfN190ap2jpyMQtHiMFiO70ndxJOcIrhpXhkYOpZVvK0dPSyAQCASNRCVJkuToSVxqFBUV4ePjQ2FhId7e3o6ejl2YvW02i08vBqCDfwd8XH0wmo0kFyeTbcgGoE9IHz4Z+Ql6rd6RUxUIBIJGczT3KAsOL2Bd0joskkV5/cqYK3l50Mt46DwcODuBoGVxIu8EXxz+gk0pmzCYDLhp3JjSdgoP93pYKPGdnPSSdE4XnCbEPYR2fu1QqVSOnpIAKDOW8fuZ3/n66NdklGYor6tVamZ0ncH9Pe4XfyuBoIEUVRZRWF5IuGc4GrXG0dMRXEI0JE4kAnV24FIP1MUXxjN5yWQkJD4b+RmDIgYp70mSxLqkdTy39TlKjCWMixvH60Nfd+BsBYKWgyRJrExYyeLTi0krSaOtX1vu6X4PHfw7OHpq/zkKygt4f//7LDq1CAnrY7KDfwe8XbzZm7kXs2SmV3Avvhj9hVAEOTn7MvexO2M33q7ejI4djb+bv6On9J8jvSSdd/e9y4pzK2p8v1tQN74Y9YVI7DkhyUXJfLD/A1YmrFRe6xfaj7lD5hLkHuTAmf23KTWW8t2x7/ju+HcUVBQA4O/mz6DwQeRV5LE1dSsA93a/l5k9ZjpwpoKGIEmSCKw6kNP5p3l377tsTduKRbLg7+bPw70eZkrbKY6e2n+SlOIUVieu5s4udzp6KjZDBOoczKUeqHtv73ssOLKA4ZHD+XDEhzUesydjDzNWz8AsmXlr2FuMjh3dzLMUNITdGbv5+ujXxBfE08q3FTO7z6RLYBdHT+s/RVpJGrO3zWZH+o5qr+vUOt67/D2GRg510Mz+W5gtZhafWcz7+96nsKIQgHFx45jRdQZt/doCcCj7EPesuYdiYzF3drmTR3o/4sgpC2ohrzyPN3a/wZ/xfyqveem8eHPYm9USTAL7UW4q5+ujX7Pg8ALKzeUAjI0dy22db6NjQEe2p23nqc1PUVhRyKTWk3hl8CsOnrFAJseQw+eHPueXU79gspgAaO3TmuTiZCotlcT5xPHduO/wdrn01rnOjNFi5LdTv/HZwc/IK88DINIzkju63MGkNpNw1bgC8MvJX3h5x8uoUPHVmK/oHdLbkdMW1EGZsYzPDn7GsrPLKKosYkD4AJ7s+yQx3jGOntp/hkpzJR8f+JiFRxdilswAaNVa5d73eJ/Hua3zbY6c4n8Kk8XEt8e+5eMDH1NhrmDeyHkMjBjo6GnZBBGoczCXeqBuytIpnCk4w9whcxnfanytx324/0PmH5pPuEc4y6csF351TojZYubjAx/z+eHPq72uVWt5a+hbjIgZ4aCZNY5SYykrz60kx5BD39C+9Arp5egpXRRJklgev5zXdr5GqbEUV40rd3S5g17Bvfj22LdsTt2Mu9ad3yb8RpR3lKOne0lzIu8EL257kSO5RwBo69eWZ/o/U+MGZ23iWh7Z+AhalZbFkxYT5xPX3NMV1IIkSfwR/wdv7H6DgooC1Co1I6JHkFiUyKn8U7hp3Ph67Nd0Dujs6KleskiSxPqk9by5501SS1IB6B3Sm6f6PkXHgI7Vjt2dsZsZq2dgkSwsGLWAfmH9HDFlAdZn6IbkDaw6t4qtaVsxWowADAofxMO9H6aDfweSipK4c9WdZJZlMjZ2LG8Me8PBs/7vcDLvJM9tfY7jeccBiPGO4d7u9zIqdhRa9YW2489tfY4lZ5bQ3q89P1/1syjhc0JO5p3k8b8fJ6EoodrrPq4+LBi1gPb+7R0zsUZiNBs5kH0Ao9lIz5CeLUIlvT9rPy9tf4kzBWcAGBE9god7PUyEVwTzDs5j3qF5qFVqFo5ZSI/gHo6d7H+AU/mneHbLs8p9rl9oP57p/8wl47kpAnUO5lIO1BVVFjHoR6sSYdP1m/Bz86v1WIPJwPjF48k2ZPNU36e4udPNzTXNZqfUWMrO9J1klmUS4h7C4IjBTh+YLKwo5MlNT7ItbRsAV7e9mjGxY/jpxE+sT16Pm8aNH8f/SBu/Ng6eaf04nX+au9fcTY4hR3ltSpspPDfgOacsTSyuLGZXxi6+P/49uzN2A9AjqAcvD3qZWJ9YwJo5n7FqBvuy9tEvtB9fjPqiRZVEmC1mDmYfxGAy0D2oO54uno6eUo0YzUbmHZrHgsMLMEkmPHWe3NfjPm7ocEONmx+Z+9fdz98pfzMiegTvXf5e801YcAFGi5FjucfYnbGb9UnrOZxzGLAGW18c8CJdg7piNBt5cMODbEndQpxPHIsmLEKncb57Q21klGaw/OxyCisKuSz8MgaFD3LK+0F8YTxzds5R1MEh7iE83udxRseOrnW+r+54lZ9O/kR7v/b8OuFXpzyvS5nD2Yf56uhXbErZRIW5Qnm9W1A3Huz5IP3D+lc7/kjOEW766yYskoX5V85nQPiA5p7yf46fT/zM3N1zMVlMeLt480DPB5jabmqd65v88nzG/z6e4spiXhv8GhNaT2jGGTcvZouZMwVnKKgoIMY7hlCPUEdPqU7khNJL21+i3FxOsHsw/9f//4jwjFAShtFe0fwy4ZcW44V7Mu8kj258lKTiJMBaiv3q4FcZHDHYwTO7kFxDLhuTN7IyYaXyrPJ38+f5Ac8zIrq6SOH/Nv8fy+OX08a3Db9N+K1FBrxbQkm1JEn8fuZ3Xtv5GhXmCrxdvHmi7xNMaj3J6efeEESgzsFcyoG63Rm7uXPVnYR7hLPqmlUXPV6W3od7hPPn1X/Wuel1VgwmA+ml6QAEuAUoD8yU4hR2pu9kQ8oGdqXvUjLPAOEe4bxz+TtOqdgoNZayNnEtH+7/kMyyTPRaPS8OfJGxcWMB62Jn5tqZbE/fTrfAbnw77lvUKrWDZ1038YXx3LHyDvLK84j0jKRTQCfWJq3FIlmY2nYqswfMdoqb/Mm8k6xPWs/WtK0cyTmiyOt1ah0zu8/kzi53XrAASC1JZeLvE6m0VPLxiI9bTAns2YKzPLrxUeIL4wHw0HnwaO9HubbdtU7xt5DJKM3gkQ2PKCq6kdEjeeayZwjUB170s2cLzjJ56WRUqFg6eWmLVNUVVhSSWpKKl4sXEZ4RF1zrZouZ0wWnOZB1gLMFZwnxCGFc3DjCPcMdNON/KKwo5K9zf/F3yt/sy9yHwWRQ3tNr9dzV9S5u73x7tWBcYUUhE5dMJK88j4d6PcSMrjMcMfUGsyFpA09vfpoyU5ny2vCo4bw+5HWnacJgtpiZf3g+8w/Nx2Qx4aJ24fYutzO9y/SLzrGwopBRv42izFTWou5zMmaLmeN5x8kvzyfGO4Zo72hHT6leFFUW8cqOV6p5B8Z6xzI6djRjYsfUmaibu2su3x//nq6BXfl+3PdOdV+vC0mS2JC8gZXnVlJhrqBPaB+mtJnitIkkSZJ4fffrfH/8ewAuj7qc5wc8X69nFMAXh7/g/X3v09avLYsmLGoxf6eqFFUWkV6SjqvGFW9Xb3xcfNCoNRSUF7AjYwebkjexJXUL+RX5ymfGxY1j9oDZTnN/BGt5ZUpxCqfyT7Ho9CIlQDQofBBzhsxRxA+FFYVcu/xa0kvTua3TbTze93FHTrtenCs8x+0rbyevPA8fVx9cNa5klWWhVWn54IoPGBI5xNFTpNJcyR/xf/BH/B/szdyrNAjTqDRMbjOZh3o9VKMApbCikLGLx1JcWcwrg15hUptJzT31RiFJEotPL2bBkQWklaTRzq8dM7rOYFTsKEdP7QIskoU3dr+h3OcGRQzilUGv1Ps+15IQgToHcykH6r499i1v7H6Dy6Mu54MrPrjo8eWmcq787UoKKgp4d/i7jIwZ2QyztA355fm8u/dd/jr3V7UMc21Ee0XTxrcNh3MOk23IxlPnyY/jf1TUUY4grSSNv879xaHsQ2SVZZFtyCarLEt5P8orineHv3uBtD6rLIsJv0+gzFTm9FnYxKJE7lh5B9mGbDr4d+CLUV/g4+rD+qT1PLLxESyS5aJl2s0xx1d2vHKB/1yMdwyDIwZzW6fbCPMMq/Xz7+x5h6+OftViNkTJxclM+3MahRWFeOm88HLxIq00DYA7Ot/BI70fcYpzSChM4M5Vd5JtyMbH1YfnLnuuwX6aD6x7gI0pG7mm3TXMHjDbTjO1PZmlmczZNYd1SeuU19y17rT2bU2sdyxatZak4iSO5x6vFhwCcNW48uLAFx12TVkkC98c/YbPDn1GqbFUed3H1Yc+IX3oE9KHUbGjCHYPrvHzy84u45ktz+Dj6sOqqaucXq1wNOcot664lUpLJV0Du9LOrx3Lzy6n0lJJr+BezB81X/GlchQGk4HHNj7G5tTNAAyNHMrT/Z4myqv+5fpv73mbr49+Ta/gXiwcu9BeU7U5h7IP8X9b/o/EokTltVjvWEZEj2BkzEg6BXRCrVJjtBjJLM0kvTSdjNIMQtxD6BXSy2EJzNSSVO5afRfJxcmoVWomtJrATR1vooN/h3rdn3MNuYxZNIZycznzrpzHwHDn9w+ySBZe2v4Si04vqvZ6oD6QJ/s+yZjYMU7xbJKRJIm5u+byw4kfUKHiwV4PMr3L9AbNsbCikCt/uxKDydDifJ4SChOYu3uu0hijKnqtvlpyBsBT50mgPpDEokQkJGvDp1FfOEw5bbKYWHFuBasTVnMk90i1ig+wJmnv6noXd3e7+4Ik7ZbULcxcOxOtWsuSSUuc2q8urSSNW1fcSmZZJh39O/L5qM/Ra/U8u+VZViSswEvnxeJJix2qcjyQdYCnNz+tWDEAdAroxMjokYyJHXNRa5kvj3zJu3vfJdY7lqWTlzq9gAH+2Tv8G2erNpIkiee2PsfSs0sBeLDng0zvOr1F/I4bgwjUOZhLOVD3yo5X+Pnkz8zoOoOHej1Ur898sO8DPj/8OX1D+/Ll6C/tPEPbkFWWxZ2r7lQW3p46a6a1xFiiHOOqcaWjf0eGRQ3j8qjLaeXTCpVKRUllCfesvYeD2QfpEtCF78d/3+w3mwpzBe/tfY8fT/yoqLaqEuUVxdVtr+bmjjfjpnWrcQw5CxvpGcnyKcudUg15rvAcM1bPIKssiza+bfhy9JfVsmGfHvyUTw58greLN8smLyNAH9Dsc9yftZ/71t1HcWUxWrWWIRFDGBY5jAHhA+qtSso15DLqt1FUWir5Zuw39AzuaedZN55KcyW3rLiFY7nH6BTQiXkj5+Ht6s3XR7/m3b3vAjTo/mEvssqymPbnNOW78+EVHxLpFdngcfZk7OGOVXeg1+rZcN0Gpw/6gLUD520rb1OUwoH6QIoqiqi0VNZ4vIfOg+5B3Wnv156D2QfZl7UPtUrNpyM/bfbNudFs5IlNTygBxrZ+bZnQagIDwwfS1q9tve61ZouZyUsnk1CUwMO9HmZ61+n2nnajyTXkcsOfN5BRmsHwyOG8e/m7aNVaDmQd4N6191JsLGZ8q/HMGTzHYQEGo8XIg+utJcVuGjeeH/A8V7W6qsHzySrLYtRvozBLZpZMWkJr39Z2mrHtOJh9kDtX3kmlpRJPnSdhnmGcKzynGJCDdTOu1+oprixWOkjLtPFtw1vD3mr2c80x5HDTnzeRVppGuEc4bw57k25B3Ro8zuu7Xue7498xKHwQn135mR1mals+OfAJnx78FLVKzc0dbybYPZhfTv6ilOoNixzGs5c96zRlk3JyHGiSkmfOzjn8cOIHRsWM4u3hb9tyinbjaO5R7lp1F8XGYgD8XP0wWozV1uEAcT5xDIscxtDIofQI7oFOrat2f5zeZToP93642ed/Jv8Mj//9OGcLz1Z73UPnQbRXNP3D+nNdu+vqDBDds/YetqZudepGO9ll2dy+8naSipOI84nj6zFfK53VjWYjt6+8nUM5h+gf2p/PR33ukOfUppRNPLThIUwWE0H6IG7seGODKwNKjaWM/HUkJcYSPhnxiVMoBOtiVcIqHv/bqsR8sOeDjI4dzZIzS1hwZAEWycLQyKG8PeztWveAzcnHBz7ms4OfoVFpeGXwK1zV6ipHT8muiECdg7mUA3X3rr2XzambeX7A81zb7tp6fSa9JJ3Ri0YjIbFq6iqnKJmqC5PFxB0r7+BA9gHCPcKZM2QOPYN7olKpqDRXYjAZMEtmfF19a90UZpVlMXHJREqNpbw08KVmbetdZixj5tqZ7MvaB0D/0P4MjRxKlFcUgfpAor2j8XH1qdc4oxeNpqCigDeGvqGUxjYnBeUFbEvbRrYhGy8XL0I9QonwjMDLxYtNKZt4e8/bFFQU0MqnFQtGL7hAIm20GLnpz5s4nneca9tdy/MDnm/W+ScWJXLjnzdSVFlEj6AezBkyp1HBIIAXtr3AotOLGBk9kncvf9fGM7Ud8obAx9WH3yb8Vm3D89OJn3h156sAPNr7Ue7ocodD5mi2mJmxegZ7MvdcsLBsKJIkMXHJRBKKEpr9Wm8MRrOR21bexuGcw8R6x/Lu8Hdp49cGk8VEYlEiZwvOklSchCRJBLsH0zGgI619WivZfotk4fmtz7P07FJCPUJZMmlJswUnJUniyU1PsjJhJS5qF2b1n8XVba9uVCJk6ZmlPLv1WULcQ1g5daVTJiKMFiN3r76bPZl7iPWO5YfxP+Dl4qW8vyN9BzPXzMQkmRxaxisn49w0bswfNb9JiYQH1z/IhuQN3NLpFp7s+6QNZ2l7CisKmbJ0CtmGbAZFDOKtoW/h6eJJSWUJm1M3sy5pHZtSNlVT/bioXQjzDCNQH8jp/NMUVRbh7+bPT+N/qlNVbUuMFiN3rb6LvZl7ifGOYcGoBYR4hDRqrKSiJMb/Ph4VKlZMXUGEZ4SNZ2s7TuSdYNof0zBJJl4e9DKT20wGrPfEBUcWMO/QPEwWk2LTMLXtVId6UR3KPsRtK27DJJl4os8T3Nr51kaPdTLvJNcsvwadWseG6zbUaw3oSPLK87h2+bVklWXRPag7cwbPUQJaJouJwopCSowlBOmDai1tVRo+qbX8PvH3Zq1uOZpzlOmrp1NqLMXP1Y9pHacxKHwQUV5R+Lr61jtYdSj7EDf9dRNatZYVV69wSADZIlnIKsvCaDYS7BFcTb2dUJjAA+sfIKEogXCPcBaOXXjBHBOLErl2+bUYTAbmDJnT7EGY0/mnuemvmzCYDIyIHsGrg19t9Jrlzd1v8s2xbxgYPpB5V86z8UxtR0ZpBlOXTaWosoi7ut7Fg70eVN7bnLKZRzc+Srm5nF7Bvfjgig8cej+QlaNAi1hD2wIRqHMwl3KgTu742lD5/PRV09mVsYsHej7A3d3utuMMm44sb/bUefLLVb80utPmV0e+4p297xDlFcXyycubZcEnSRIPrn+QjSkb8dJ5MXfo3CZ5/Xx28DM+PvBxsxt8S5LE10e/5pMDn1BuLq/z2E4Bnfh05Ke1Blr2Ze7jtpW3oVap+eWqX5qtg5ZFsnDrils5mH2QboHdWDB6QZMyV2fyzzBl2RS0Ki1rrl3jlL4NVTN4tflMydcXwOwBs7mm3TXNOkeAb45+w5t73kSv1fPLVb80eQG/4PAC3tv3Hj2De/LN2G9sM0k7Id+XvFy8+G3Cb41KnBhMBqYsnUJqSSr3dL+H+3rcZ4eZXogc6NWqtXx0xUcMihjU6LEqzZWM/HUk+RX5vH/5+1wRfYUNZ9p0JEnilR2v8MupX3DXuvPj+B9r7Hgm+8CqUPHRiI+a3dvtcPZhbl5xMxbJwpvD3mRM7JgmjbcpZRP3rbsPX1df1l27zqmbMr228zV+PPEjcT5x/Dj+xxo3fyaLiayyLMpN5fi4+uDn5qcElvPK87h79d2czD/ZrM2C5PuVh86Dn8b/1OT734zVM9iZvpP/dfsf9/e83zaTtDFGi5Fpf0zjZP5Jroy5kreHvX3B7/pM/hlmb5/NoexDgFXB1SWwC7E+scT5xNEnpE+z+ZAaLUauW34dZwrOMCpmFG8Ne6vJ341rl1/LibwTzOo3ixs73mijmdqHZ7c8y9KzVt/X78d9Xy1BUV8kSeLedfeyJXULE1tP5NXBr9phpheSVZbFNcuuIb8in17BvXj38ncbnQgEuGPlHezJ3MPtnW/nsT6P2XCmdWO2mPnp5E98deQrMssyldfDPMKI9Y5FrVYr/txhHmEsGL2gVqsDuUInUB/I8snLm80P0mQxcdNfN3Es9xiXhV3GJyM/aVK5Z3JxMuMWj0OFitXXrHYa5W1VLJKFu9fczc70nXQO6My347694Jz3Zu7l/nX3U2IsIdY7lg+u+MAhHssllSVMWTaFjNIMbuxwI7P6z2r2OTiChsSJLs3iX4FdkCRJqe1vaOZXzqAsP7scZ44N55fn8/mhzwF4su+TjQ7SAVzf/np8XX1JLk5mTdIaW02xTn45+QsbUzbionbh0ys/bfKmbVqHaei1ek7mn2R/1n4bzfLivLnnTd7Z+w7l5nLa+rVlXNw4BkcMprVPa6XVe6RnJA/1eojvxn5X5yKoV0gvRseOVoxKm+v799up3ziYfRAPnQdvD2+6vLyNXxu6BXbDJJn4M/5PG82yfkiSxIGsA/x66lf+jP+zmseHzMm8kzy/1apYvLPLnbV+9+7scifTu1hLDV/a/hIrz62038RrIL88n88OWku0Hu/zuE2y7BNbT0Sj0rA/az/JxclNHs9e5BpymX9oPmC9vzVW3azX6nmk9yMAfH/se4ori202x9rIKM3g7T3Wkq3Hej/WpCAdgIvGhcltJwPW+2Zzkl+ez3t73+Pa5dcyfvF4/rfmf8w/NJ9D2YcwWUwYTAbm7prLL6d+QYWKuUPm1hikA7iu/XVc1+46JCSe2vQU8QXxzXYekiTxxu43sEgWxrca3+QgHVhN1YP1wRRUFNToS+UsnMo/xc8nfwbgmf7P1KrQ0Kq1hHuG08q3FQH6gGrqT383f94Z/g56rZ5dGbtYn7Te7vPOKM1g3iGrEmRWv1k2uf/JyZbfz/yumLM7G18c/oKT+SfxdfXl//r/X41BrzZ+bfhmzDc81fcpfFx9yK/IZ3PqZr499i0vbX+JiUsm8tjGxyiqLLL7fH8+8TNnCs7g6+rL8wOet0kAV1YQ/nmuedcPDeVA1gHFq+qlgS81KkgHoFKpuL+HNXD8V/xfpJek22yOtSFJErO3zSa/Ip8O/h34ZOQnTQrSAdze+XYAFp9eXC+/bFtgspiYtWUWc3fNJbMsE61Ki5vGuoZNL01ne/p2tqZuxWgxMjB8IN+O/bZOP9JbO91KtFc0OYYcZf3VHPx88meO5R7D28Wb1wa/1mRPtiivKPqG9kVCYvnZ5TaapW35+ujX7EzfiV6rZ+6QuTWec++Q3or6MaEogWuWXcP7+94nszSzhhHtx4IjC8gozSDSM9Ih5ektAeer9RA4LSXGEqWEo6FZhCtjruS1na+RUJTA8bzjdAroZI8pNpn5h+ZTYiyhg3+HJnf1cde5c2OHG/nk4Cd8d+w7m2xi6qKgvID39r0HwCO9H6F7UPcmj+nj6sPYuLEsPr2YX079Qq+QXk0e82KsOLeCb499iwoVT/d7mmkdplVbpEqShNFibJDS4pHej7AhaQO7MnaxIXmD3dUzFeYK5h20boYe6PmAzbJuk9tO5lDOIX4//Tu3drq1WdQX6SXpPL7pcUVlINPKpxWXR13OgPABpJWk8fbetykzldEvtB8P9HygzjEf6vUQxZXF/HLqF2ZtnkWJsYSpbac2m5qk2FhMe7/2TG071SZjBrkH0Se0DzvTd7I2ca3DSnovxicHPqHEWEJH/45MbD2xSWNdGXMlrX1ac7bwLItPL+a2zrfZaJY18+H+D5VSjZs63mSTMa9tey1fHfmKrWlbSStJaxZbhlP5p5i5dma1pj5JxUlsS9vGh/s/RK/VY5Esyobs6X5Pc3n05XWO+XS/pzlTcIZ9Wft4cMOD/DD+B7xd7K/mX5+8ngPZB3DTuPFIr0dsMqZGrWFU7Ci+O/4dKxNWXvTcHYFs8G+RLFwZcyX9w/o3eqxo72hu6XQL8w/N58P9H3J59OV29bT95MAnGEwGegX3avI9QOaKqCvw0nmRVZbF/qz99A7pbZNx64vZYq6zYuFo7lHmH7QmKP6v///VqUbXqDXc3Olmru9wPYezD3Om4AznCs9xuuA0uzN2szpxNeml6SwYvUBJGtoag8nA54etCeMHez1os7K0K2OuZO6uuRzKPkRmaWajy53tiSRJiuJ+Spsp9Aju0aTxOgd2pn9of3Zm7OSHEz/YXZG2Pnk9W1K34KJ2Ye6QuTaxhRgcMZgwjzDSS9NZnbC6WZq7zTs0jxXnVqBVaXmy35Nc3fZqXNQu5JXnkViUSEJRAiaLia6BXekY0PGi47loXHi639Pcu+5evj/+PZPaTKKtX1u7noPBZFCEFw/2fJAg9yCbjDux9UR2Z+xm2dllzOg6o9kqjXZn7GbR6UWklaQRqA9kYPhARkSPqObLvTN9Jx/u+xCAp/o+VWcipp1fO34Y9wPPbHmG7enb+eLwF3x55EsGhg9kUptJXB51uV2bVOUacpUOr0/0fcJu99OWjlDUCepNfrm17bleq2/wBeXp4qkoIJoja9wYUktS+enkT4A1sGOLxfK17a9Fq9JyMPsgZ/LPNHm8ulhwZAElxhLa+7W3aVnDde2uA2B1wmrlO2AvSipLmLtrLmBtOHBjxxsveAiqVKoGl0NFeEYogYS397yN0Wy0zYRr4ffTv5NlyCLEPaTeXo71YUzsGNw0bpwtPMvhnMM2G7c2cgw53LziZg5lH0Kv1TM4YjDdg7qjVWmJL4xnwZEFzFg9g+e3PU9hRSFdA7vyzvB3Lur3pVKp+L/+/8e4uHGYJBMvbn+R/635HyfyTtj1fAwmA4vPLAasGyBblqOPirG2u1+dsNpmY9qS+IJ4pdPhE32faPL9Ta1Sc3OnmwGrIs2eSppzheeU7PWTfZ+02cI4ytuaHQf469xfNhmzLvLK87h37b1klWUR6x3LG0Pf4OsxXzOr3yxGRo/Ey8ULg8lAhbmCCM8I3r/8/Xrdy3UaHe8Mf4cwjzASixKZuXYmBeUFdj0XSZJYcHgBALd0usWmm3658/LG5I2Um+q2PnAEqxJXsTtjN64aVx7v83iTx7ut82146jw5W3iW7WnbbTDDmskozWB5vPU6smXnbReNixJQbS6FtCRJ/HrqVyb8PoGe3/Zk0I+DeOLvJ9iUsgmz5Z8GWoUVhTy96WlMkokrY66sd8JUp9bRK6QX17W/jqf6PcUXo77gh3E/4Ovqy+Gcw7y39z07nZlVOZVXnkeEZwRT2tjOrynYPZgeQT0Aa0DJGdmatpV9WftwUbvYzFJBTuwsO7vMrms/s8XMR/s/AqzXtK0axGjUGq5uezVgrdSwN8dzjyvK+5cHv8y0DtNw1biiUqkI0AfQK6QXV7e9muvaX1evIJ3MkMghXBF1BSbJxCs7XrF7dcuvJ38ltzyXCM8I5fdnC66MuRK9Vk9CUQIHsw/abNzakCSJ9/a+x52r7uTP+D/Zn7WfNYlreHH7i1zxyxXct+4+fj/9OwsOL+CB9Q9gkkyMjR1br3MOcg9i3pXzeG/4e/QK7oVFsrAldQtP/P0EE36fcEGC3pZ8c+wbDCYDXQK6cHmU8yXknAURqBPUm/wKa5DGz9XvIkfWjKxictYFwicHPsFkMXFZ2GU262QYqA9kWNQwAGWTbA+KK4uVMpwHez1o04x858DOdArohNFiZOmZpTYbtya+Pvo1eeV5xHrHMrPHTJuOPb3rdAL1gSQVJ/HDiR9sOnZVLJKFb499q/xMW3osebl4KdeRvctfJUli1uZZSlBh6aSlfDryU74b9x1/3/A3rw95nbGxYwn3CKe9X3se6vUQX435qt7Zf41aw5whc3i096No1Vq2p2/nuuXX8cK2FyisKLTLOa04t4LiymIiPCMYHDHYpmNfEX0FKlQcyT1CWkmaTceui8KKQlKKU6ptTmvivX3vYZbMDI8argSnmsq4uHF46jxJKk5iZ/pOm4xZE98f/x4JieGRw+kc2NmmY8u2DH+c/cPuG4c3d79JZlkmsd6xfDfuO8bGjaV3SG9u7Hgj717+Lpuv38zSSUv5Y8ofrLh6RYOUvwH6AD644gO8Xbw5lH2IW1bconQttwcHsw9yOOcwLmoXm/tddQ/qTphHGGWmMrakbrHp2LWRWpLKm7vf5N619/Lc1udYn7S+xuBzmbGMt3a/BcD0LtNtosL0dvFWyhLt+Wz6/vj3mCwmeof0brJS6d/IAbA1iWsuei9qKpIk8eL2F3lp+0skFCUgIVFUWcTKhJXct+4+xi4ey6cHP2XFuRXcseoOEooSCHYP5vnLmlZC2jmwM3OHWBOJP5z4gZN5J211SgqSJCnrhzs632HzJjcjY0YC1kYLzoZFsvDBvg8Aq+2KrYL/QyKHEKQPIq88jw3JG2wyZk1sStnEmYIzeOm8bK4wn9JmCmqVmn1Z++xub/DB/g+wSBZGx462eeOHp/s9jV6rZ1/WPiVpYA8skkW5l07vOh2dpmklr1Xx0HkwInoEYF1T2psfT/zIgiPWpNjUtlN5c9ib3N/jfjr6d8QkmdiUsonntz3Pe/vew2AyMCRiCC8Pfrne9zqVSsWImBEsHLuQ5ZOXc1fXuwjWB5Nems7da+62y32u6n6yOVWJLRERqBPUG1lNVVVm2xCGRQ5Do9JwOv80yUX293EqN5Xz/fHveWTDIzy9+WmWnV1Wq7/D2YKz/BH/B2Aty7MlcnldXT+/qSw7uwyDyUAb3zYMibB9y3BZVffb6d/stpmtMFcowcYHej7QZC+Jf+Oh8+DBntbOR/MOziOvPM+m48vsythFUnESnjpPJrVuWvl0TYxvNR6wNm6w54ZoQ/IGdqTvwFXjyvtXvF/Nl9LbxZtxrcbxxrA3WHXNKn6b+Bszus5osExerVJzR5c7WDZpGWNjxyIhsej0Im744wab3yMkSeKnE1bF7PXtr7d5eVmgPlAp+VqTaH9PyozSDO5bdx9DfhrC2MVjGfLzEN7a/RY5hpwLjt2etp0NyRtQq9Q2K1EEa3m/XIbz66lfbTZuVYori1l2dhlgVW7ZmpExI3FRu3C28Cwn822/IJU5mnNUecbMHTK3xoC2Rq2hlW8rYrxjGrVw7eDfgYVjFhLiHkJCUQI3/nkjO9J3NHnuNfHNMWvTlKtaX2XzxjYqlUpR1a1KWGXTsWtia+pWpiydwjfHvmFz6maWnFnCQxseYuqyqaxNXKs88yRJ4tWdr5JZlkmEZ4RNS9yvb389YO3Il1KcYrNxZYzmfzZGsueVLbks/DJ8XH3ILc9ld+Zum49flR9P/Mii04vQqDQ82vtR1l27ju/GfcfNHW/G28Wb9NJ0PjnwCU9uepLT+afxd/Nn3sh5+Lr5NvlnD4oYpHw3PznwSZPH+zeHcw6TWpKKu9adiW1sU5pcFTnAsCdzj90rJMCqyn9r91vc8tct3Lv2Xn468RNlxrIaj12VsIrjecdx17ozvet0m81Bq9YqgfDFpxfbbNx/Iz8Dp7abavMumiEeIYrvrz2T/kdzjrIldQtalZaHetp2LwRWf/N7ut8DWKtb7KX83pq6ldSSVLx0XnbpMjs2bixg/8RESnFKNW/eFwa+wJjYMfyv+//4ZcIvLJ20lLu73U33oO4MCBvACwNe4KMRHzW6ZDXWJ5YHez3I0slL6RPSh1JjKY///TiV5kpbnhZbUraQW56Lv5s/Q6OatwFWS6PFB+o+/vhjYmNjcXNzo3///uzatavWY4cPH45Kpbrg3/jx45Vjbr/99gveHzPGvt5iLQX5od7YxY6Pqw99QvoA9lfV5Zfnc+uKW5m7ay5rk9byZ/yfPLPlGSYvmczmlM3VjrVIFl7Z8QoWycLI6JF0Cexi07kMDB9IqEcoRZVFdin7lSRJMUO/vv31dslMjIkbg16rJ7Eo0W5NJVYnrKagooAwjzBlMWlrJraeSEf/jhQbi5XMra359aR1sTa+1Xjcde42H39A2AC7b4gkSeLTg58CVhPgVj41G9nbiijvKN4Y9gYLxywkwjOClJIU7ll7j01Nuw/lHOJ43nFc1C42LSeqypUxVwL2L+/PLsvm9pW3syllExISLmoXiiuLWXhsIeMWj+PD/R8qDR5yDDnM3jYbsAbca2tK0FjkRMSG5A3kGnJtOjZYlR8Gk4FWPq1spgSsireLt6J6tqdK9eujXwNWBZ+tVYFVaePXhp+u+oluQd0oqizinjX38MPxH2yaYEkrSWNd0joAbulo++Ap/KP82ZK6xa7laklFSTyy8RHFt+35Ac9zS6db8NJ5cabgDI9sfIQb/7yR3079piT81Co1Lw96uckNgqoS6xPLZWGXWU3K7aA02Zy6mfyKfAL1gTZXE4O1VFR+bq9LXGfz8WVyDDl8sN/67H6sz2Pc0eUOgt2D6R7Unaf6PcX669bz2uDXGBQ+iC4BXbip400smriINn5tbDaHe7vfiwoV65PX21y1ujLBWjo8PGq4XTybIr0iaefXDotkYWuafZu1nMk/w7XLr2XhsYUcyD7A5tTNvLrzVSYumcjqhNXV7klFlUW8sfsNAG7vcnujBQG1MaWt9Zm/LW2bXZpKpJWkKepfW9qdVOXqNtZSxj/i/8Bosc898ZdT1r3EmLgxTWqmVxe3dLyFNr5tyCvP47ltz9kl+S8n/Se1mWSX62hA2AC8dF5kG7Lt2mjvkwOfUGmppH9o/xpVmq18W/FAzwf4btx3zB81n6ntptokCe3p4sl7l79HoD6QhKIEFh5d2OQxq/L7md8B657M1qKMS40WHaj7+eefefTRR5k9ezb79u2je/fujB49mqysrBqPX7x4Menp6cq/I0eOoNFouPba6jfVMWPGVDvuxx9/bI7TcXrk0ld/18Z3MFLKX+24kbVIFp7Y9ATH847j5+rHw70e5p7u9xCkDyKlJIV7193LYxsfI6ssC0mS+Gj/R+zJ3INeq7eL0axGrVGyeb+f/t3m458uOE18YTwuahe7ZI7AqkaTS1vkG6ytkb03rm13rU29w6qiUWt4qt9TgDUruS11m03HL6woVILQ9lqs6TQ6RkZbN7H28gM6mH2QE3kncNW42r1JQFV6hfTiu3HfEe4RTlJxEm/sesNmY/98wrpwGxM3xibKipqQM94Hsw/arXxXkiRe2vESqSWpRHtFs3TyUnbdtIuPR3xM18CuGEwG5h+az9jFY5mzcw63rriV9NJ0oryilE6ttqS9f3u6BnbFZDEpijFbIpeWjG813m7lEbJK9a/4v+zitZddlq2UmtlDzfRvAvWBfDn6Sya0moBZMjNn1xze2fuOzcZfdHoRFslC/7D+Ng2AVKVrYFf83fwpMZawN2uvXX4GWDtPG0wG+ob25YtRX3Btu2t5su+TrLxmJXd3uxu9Vs+R3CO8uP1F/jr3FypUPHvZs3YJGsvNHZafXW7zzavs8Tg+brzNyyllroiyru82pmy0m/L+qyNfUWospXNA5xqbyrhqXJnQegKfXfkZP171I0/3e9rmis9Wvq0YEmmtXLBlx2iLZFEUpLJqzx7IgVp7dlUuNZby4IYHyTHk0Ma3Da8Nfo3H+zxOuEc4mWWZPPb3Y8xcO5NzhecoqSzhsY2PkWPIIdY7lju73Gnz+UR5RdEvtB8SEkvOLrH5+CsTViIh0S+0H9He0TYfH2Bw5GD83fzJK8+zy9+u1FiqPG/ttX4F6xp2zpA56NQ6NiZv5McTtt1j5xhy2JxqFWRc1/46m44to9PolP3s6kT7+BJnlWUp3rm29BStLz6uPjza+1EAFh5bSKmx1Cbj5hhy2JSyCfinE7Wgdlp0oO6dd97hrrvu4o477qBTp0589tlnuLu78+WXX9Z4vL+/P6Ghocq/NWvW4O7ufkGgztXVtdpxfn62zey0VGSJclM2ufLi5lD2IUXxYWtWJaxSWlN/OfpLpnedzn097mP5lOXc2ulWNCoNqxNXM2bRGEYvGq1013q639NEekXaZU5yCeSO9B0296+Sy+wGRQzC08XTpmNXRc5IrkpYZbMbtkyOIUfJStm7o1XvkN5M6zANgOe3PW9T1db6pPWYLCba+rWlvX97m437b8bFjQOsf3t7qE3kEo4xsWNsXsJxMQL1gbw+9HUAlp5dyuHspjfNyC/PV5QKN7S/ocnj1UakVyStfFphlsx2M4Xfkb6Djckb0aq1vHf5e7TyaYVGrWFo5FC+H/e98lphRSE/nPiB5OJkQj1C+XTkp3ZReAKKafGi04tsukHPMeSwM8PqfTc2dqzNxv03QyKG4OXiRZYhyy7Z8T/i/8AkmegR1MOu94WquGpceXXwqzza+1FUqPj66Nc2UToZLUYl4WTPzZxapWZYpFXpuDF5o11+xr7MfezM2IlOreOlgS9V8zHydvHmgZ4PsOLqFUzvMp3+Yf0ZFzeOhWMX2u28R0SPwF3rTnJxMgeyD9hs3EpzpaL2uaq1fZJ5AP3D+qPX6skozbBLGbnBZFAShff2uNeu3XEvhlyqvOTMEps1PDmYfZCssiw8df80X7MHcqBuW9o2uzUBWnh0ofLs+Wr0V0xoPYHbOt/G0slLmdl9Jjq1jq1pW5m4ZCKDfhrEjvQd6LV65g6da7dOk/IadumZpTY/b/neas8Aq06tU5JK9vCL3pSyCYPJQIx3DD2De9p8/Kp08O+gCCPe2vMWx3KP2WzsVQmrsEgWugZ2Jc4nzmbj/hv5b22v8telZ5Zilsz0Cu5lVxV+XYyLG0eMdwyFFYU2a2TyZ/yfmCUz3QK72azhyqVMiw3UVVZWsnfvXkaOHKm8plarGTlyJNu312+DtGDBAm644QY8PKq3z964cSPBwcG0b9+emTNnkptbdzlPRUUFRUVF1f5disgBDS8Xr0aPEeUVRYx3DCbJxK702suUG4tFsvDxgY8Bq9Fz1Wy/h86DJ/o+wU9X/UT3oO4YLUbSS9NxUbswq98sm3YF+jeRXpH0D+2PhMTSs7Z9wK5JsAbq5LI7e9EjqAex3rEYTAab+watT1qPhES3wG6EeoTadOyaeLjXw0R7RZNZlsnru1632birEs9nw2Pst1gDa7AxSB9EUWUR29Jsqwo0mo1sSLIaLssL2+amR3APRV0y//D8Jo+3+PRijBYjnQM60zWoa5PHqwtZVSdndG2NXIJwXbvraOvXttp7KpWKEdEjWDxxMa8Nfo1r213LY70fY9HERcR4x9hlPmD1a9Fr9ZwrPGfTAMPmlM1YJAudAzrbrQwHrF0rZTWQPVSqa5Osajp7KZ5rQ6VScUeXOxQvtbm75zY5qLApeRPZhmz83fyV35m9kEuSNybbR6ElX0sTW0+sNUkXoA/g4d4P88WoL3h96Ot23cC669yV57gtN+IHsw9Sbi4nwC2A9n72CxS7ad0YEDYAwC6m/asSVinNgAaF2y+QVR8GhQ8i3COcosoimwWS5XvP5VGX2y1YBdbnq4fOg7zyPI7nHrf5+EWVRcq19Xifx6sl9920btzb415+n/Q7QyOHolapsUgWYr1jmX/lfDoH2C8gMTJ6JF46L1JLUtmdYTvbkIzSDA7lHEKFqkENgBqDnPTfmLLR5h6DcqXTyOiRzaLeurHDjQyPGo7RYuSxjY/ZTLwhqwLlhLa9uCzsMrxcvMgx5LAva59Nx5YkiSVnlgDYdW96MTRqjVJV89uppnuUS5KkJPomt53c1On9J2ixgbqcnBzMZjMhIdW7AoWEhJCRkXHRz+/atYsjR44wY8aMaq+PGTOGb775hnXr1vH666/z999/M3bsWMzm2qPlc+bMwcfHR/kXFWW/DYUjkQ1gPXVNU23JHVXt4Y+xM30niUWJeOm8ajUe7+DfgW/HfsvSyUv5YtQXrL9uvc271tWEfFOyZTYvpTiFs4Vn0aq0yqbGXqhUKiVwY+sSXtnvaESMfbzp/o27zp1XB7+KWqVm2dllys9vCgXlBexMs6p/RsWOavJ4daFRa5Rs3ooE23ad2p25m2JjMQFuAfQI6mHTsRvCjK4zUKFiY/LGJnU5M1vMikJQVkHYEzlQtyV1i82z9slFyWxN24papa6zsYJGrWFC6wk8P+B5bu9yO94u3jadx7+pWhq/6JTtjK73ZlpLHgeED7DZmLVhr+x4Zmkmh7IPAXB59OU2G7chzOw+k1CPUDJKM5pcZvTraeu1NLnNZJt20quJAWEDcFG7kFqSytmCszYdu7CikE2p1vKbmkooHcWkNtaN+KqEVTZTasnq3svCL7P7Bnx41HDAPirI1QnWErPJbSbbzR6jvmjUGkXdZIuSf7PFrFRHjImzry+2Tq3jsrDLAPsklFbEr6DMVEZrn9aMiql5LRTjHcPHIz5m8w2bWXPNGpZNXmbzTsT/xk3rpjQBsKWFixyU7hnc0+Zl1v+mvX97a7dPi0kpi7QFleZK5btg72CjjEql4pVBrxDuEU5KSQqzt81uciAotSSVg9kHUavUdlU3grX8VfbltLV44WzBWZKKk3BRu9hdhHExxsWNQ6/Vk1CUoKzJGsvhnMOcLTyLm8ZNWTMK6qbFBuqayoIFC+jatSv9+vWr9voNN9zAxIkT6dq1K5MnT+aPP/5g9+7dbNy4sdaxZs2aRWFhofIvOdn+HU0dQanJWu7oofO4yJF1I2dCt6Vts3mWXH74jms1rs4yL5VKRSufVvQP699spX1Vs3m7MmyjJpTLtDoFdLL7ZhxgQqsJaFQaDmQfIL7QNi3iK8wV7MnYA8DwyOE2GbM+9AjuofhFvbT9pSYb4a9PXo9JMtHer71d5fYy8mJ+fdJ6DCaDzcaVs6rDo4Y7dDMU5xOnbPqa0lF0S+oWUktS8XbxtvsGCKzfK0+dJ3nleRzJOWLTsWUvlH6h/exWpt9Y5Kzv6sTVNsuM78m03hfkbrr25LKwy/B28Sa3PNem2fG/U/4GoFtQN4Ldg202bkNw07pxb/d7Afju+HeNNiJPLUlVfD2vaXuNzeZXG+46d/qH9QesChJbUtWm4N/KVEfSO6Q34R7hlBhLbObluzPdmkCSgzP2ZGjkUFSoOJZ7jIzSiyfN60uZsUw5D9mj1dHICtmtqVub3EV+X9Y+sg3ZeLl4KapEeyKX1trD60xeh09tN/WigWFvF29CPUKbzX9LTjavTVxrM9sTOXhhz3LlqsjBfFuqbvdm7qXUWEqQPsjmDfXqwsfVh7eGvYVWrWVN4pomJ5JkVWrfkL4EuQfZYop1IgcD1yautWmCT37e9QvrZzfLkvriofNQ1IlN7Zos3xtGxoxsUnXef4kWG6gLDAxEo9GQmZlZ7fXMzExCQ+sunSstLeWnn35i+vSLt/9u1aoVgYGBnDlzptZjXF1d8fb2rvbvUkT2JWvqTaNvaF90ah2pJak27ZhltBiVjq5y2ZwzUS2bZyNFmhyos3cmUibIPYghEVafwSWnl9hkzINZB6m0VBKsD26WAFdV7utxH2392pJXnscrO15p0lh/J1s35M2lCuwW2I0IzwgMJoNizGoL5M2Q7A/lSOSOon/G/9loL77vj38PwJQ2U+zS/evf6NQ6RQFma7WCrLiwt2KzMXQP6k5rn9YYTAal9KQpZJRmkFqSikalsbtfDtgvO74jfQcAQyOG2mzMxjC+1XgC3ALIKstqtFfdolOLkJAYEDbArqXIVZGD9ba8x8E/5cjOltVXq9RMbGNdvyw+07RNEVjLEI/kWhMGzRGoC9AH0D2oO2Dbv9m2tG1UWiqJ9Ix0Gl+jVr6t6BTQCZNkavI9Q/78iOgRdleqAgwOt/rUHcqxrV90RmkGR3OPokKlKA6dic4BnWnj24YKc4VNbA4kSVLW4c3xnAKrwkmr1nI87zgn82zjBSmXAl8Wdlmzez92DerKY72tfnXv73ufHENOo8eSkxuj4+yrppPpH9ZfSfDZ0vZDvnc2p3ihLpQAd9LaRnuUG0wG5Zqb0sYxtjotkRYbqHNxcaF3796sW/fPgtNisbBu3ToGDKg7G/Xrr79SUVHBzTfffNGfk5KSQm5uLmFhYU2ec0tHvjg9tE1T1Lnr3OkV3Auwbfnr/sz9lBhL8Hfzb9aMUEOoms2zRVfI5l4gwD/nsOzsMpu0iJfN4vuG9W32rkYuGhdeG/waWpWWtUlrFWVfQ6k0V/6zIY9sng25SqVSAjZyAKepZJVlkVCUgAoVvUPtr2K6GIMiBhGoDyS/Ir9Rm76zBWfZnr4dtUrNDR3s10Ti38hm3TvSdthszKyyLGUDZG9vsMagUqmqNZVoKrKarqN/xyaruOuLHLRZk7gGST7jyQABAABJREFUk8XU5PEkSVLuKf3C+l3kaPvionFROuD9fPLnBn/eaDEq2fBr29uvicS/kVUqtmxAZbQYlb+LMyQk/s2UNlNQoWJn+k6Si5pWobE7fTcWyUKcT1yz+L/CP8FVuQO6LZCfr8OihjX7OqEuZFVdU8pfTRaT8gy3d7meTJhnGDHeMVgkC/sybacglpNT3YK64e/mb7NxbYVKpVKCBE1VBwGkl6aTVZaFVqVttn2Hn5ufEsBZdnaZTcaUn7f26GZdH27seCNdArpQZirjo/0fNWqMHEMOh3OszceaK8ClU+uUZ4gtLHTAqh6Wm6g1l0rzYnQL7KZ4lMsWBA1lVcIqSowlRHhG0Ce0j41neOnSYgN1AI8++iiff/45Cxcu5Pjx48ycOZPS0lLuuMNqnHzrrbcya9asCz63YMECJk+eTEBAQLXXS0pKeOKJJ9ixYwcJCQmsW7eOSZMm0aZNG0aPbp6HpzMjB+ps0Vl0YITVp86WnRHljfzgiMEO7QZWF3I2r9JS2eRsXlFlkeLb01yKOrB27vV38ye3PJctKVuaPJ7cVKR/aP8mj9UYOvh3YGo7q3Lr3X3vNqoce1/WPspMZQS4BdDRv6Otp1grctMKuVtXU5E3rx38OzRLKfXF0Kq1TGhl7QK85OySBn9eVtNdHnV5s5aKyuV6h3MOU1JZYpMx5b9Nx4COBOgDLnK0Y5jQegJatZZjuceabFIun29zlL3K9A3ri6+rL3nleU32YgFroDi/Ih83jRtdAhyfPJI3qHsy95Bekt6gz25M3kiOIYdAfaASiGkOIjwjiPWOxSyZbWYZcSTnCGWmMvxc/Zyq7FUm3DNc8fJtqqpue/p5f7pmUNPJyN+P3em7bWbLIF+PfUKca4M3Nm4sapWaQ9mHSCpKatQYezL3kFeeh4+rj/LsaA7koIycLLUFclWLXHnhjFzV+iq0ai1Hc482WZEm2yR0DOjYLIp9Gbn89Y/4P5qcMC8zlikBLkcF6tQqNU/2exKwlvQ2pmx+S+oWJCQ6BXRqlrJXGVmJvz5pvU3snA7nHMYkmQhxDyHCM6LJ49kClUr1T8l1IxsiyhY217S7xmn36M5Ii/5NXX/99bz11ls8//zz9OjRgwMHDrBy5UqlwURSUhLp6dUXoydPnmTLli01lr1qNBoOHTrExIkTadeuHdOnT6d3795s3rwZV1f7dWBqKSilr9qm18vLQZm9mXttolwAlEW8rGZxRqpm85pqZnsw6yASElFeUXY3sK2KTq1TSoubuokoN5UrPl6OWiAA3NP9HvRaPYeyDzWqG5i8OG3uIHGngE5K+euW1KYHTXdnWs/dmbJdE1pbA3VbUrY0qMtZjiGH5WeXA81vFh/hGUGUVxRmyWyTgA9U+ds42Ua1Kn5ufsqitalqBWVj3ozfRZ36n/LXlQlNL4uS/2Y9gns0SznbxQjzDFO+Pw01Iv/5hFWFN6XNFHTq5j0XOWgl++M1FVmd1S+sn9NuGOTk0ZIzS5q0EW9OfzqZVj6tCPcIp9JSaZPumoUVhZwpsNrP9Arp1eTxbEmgPlDxlGusqk4uex0ZPbJZry15HS4nS5uKRbIoCRZnXof7u/lzeZS1sY/cWbOxHMg6ADRvshysSit/N3/yyvOa7DN4IPsAJouJcI9wh3rf9gzuSe+Q3pgkEz+c+KHBn5fFGs2tkh4YMRA3jRupJamczG96KbIc/O0V0svp1MMqVOzN3EtyccOU3ifyTnAo+xBalZbJbSbbZ4KXKM65QmkA999/P4mJiVRUVLBz50769/8nG7Vx40a+/vrrase3b98eSZK48soLu6jo9XpWrVpFVlYWlZWVJCQkMH/+/As6y/5Xkbu+2qIMqYN/B7x0XpQYSziRd6LJ45UZyziVfwpo3jLQxlA1m3cs91ijx3FE2auMHGzcnLK5SX4SJ/NPYpJM+Lv5OzRzFKgPVIKPsgqrIchBsiGRzZtFVqlUSkeoNQlNL3+Vu1P2DnZ82atMW7+2dPDv0GAfoAWHF1BuLqdbUDeHBLfkjbEcFGgq8gbIkQHt+iCXv/4Z/2eju1Zml2UrJdjNfX+rag7d1CSSnISQrR6cgaqlevXN/p/JP8POjJ2oVWqubdd8Za8ySqAuzTaBOnlz3TfEea+l4ZHD8XfzJ8eQ0+hSo/SSdBKKElCr1M1631CpVMqz0BY+dXJpZpxPnFOWU17V2npN/X7m9wYbyhvNRtYmWv0Sm6vsVUZOgpzMP9mgJFhtxBfEU2wsRq/V096/fZPHsydysGB5/HJlb9MY5HV4c9/jdWqdci9varBRLrPsGeL4vZPc4O23U79RYa6o9+eMZqMSsGzuQJ1eq1eeUbYof5Xvd860DgcI9QhV/JflJHh9+eLwF4DVw7s5hSWXAi0+UCdoHkwWE+Vm66bLU9f00leNWqN4YNminOVo7lHMkpkQ95Bm82FpLP5u/kpw5Ztj3zR6HNm4tLkzeWA1Ue4e1B2zZG7wDbsqcqCyc0Bnh2eObuxwIwAbkjeQWpJa78+lFKcQXxiPRqVRHmLNyagYq0/dxpSNjQ6MgHWhI3fy7RjQfOW79UFekC6Pr993LbM0k19O/gLA/T3ud8h3Sy5hskWgrqC8gISiBMD5ExGXhV1GuEc4xcbiRjeV2JtlVdO182vXbF25ZfqG9sXfzZ+CioImP5vksipn2rReGXslOrWOMwVnlOTWxZDVDSOiRxDm2fx+vX1D+6JVa0kpSWl0eaGMJEkczT0KQJcgx5cj14ZOo1OeSQuOLGhUSZV87+kS2KXZO+zJXq2bUzY3uRzsYPZBwLkC3lW5MuZKfFx9yCjNaLDv8pbULRRUFBCoD2z2JEygPpA2vm0AbKJ8PJRjTfR1CeyCVq1t8nj2ZFD4ICI9IymsKGx0KV9xZTGn808DjlmHy6WIfyf/3aSuw1XX4Y5mSMQQQtxDKK4sZmPyxnp/bk/mHspMZQTqAx2yfpWbyDU1UGeRLEoZsiO+UxdDFjQsO7sMi2Sp12fO5J9Rkk13db3LbnO7VBGBOkG9qNrlxVbG3v1CrebatgjUOUp+3lhu63wbAKvOrWqUF4PRYlSyYI5avFY15G3sQvxojnXD1Cmgk83m1Vha+baif1h/JKQGBR/lLF73oO4O8XXrEtiFMI8wDCZDk5qzxBfGY7KY8NJ5EebhXM1zxsWNa5AP0BeHv6DSUkmv4F7NWvJVlX6h/VCh4kzBmSapTgGO5VkX0jHeMc0euGooVRt3fH7480ap0mT1oCNKsLVqLSOjRwI0WskE1sD32UKrh2gH/w42mZst8HbxVoIof57786LHF1YUKiV90zpMs+vcasNd564EqJuqqkstSaWwohCdWkdbX+fzp6vKDR1uwF3rzun8041Spsn+dHJpZnPSN7QvLmoX0krTlARQY5HLXpvT/7UhuGpclQ2s7MNUX+Tkk9zJs7mRE0q2WIfLivxugd2aPJa90ag13Nr5VgC+OfpNg5WQYA0gO8J+RqadXzul63BTOq3L6wtnuL40ao1id9KQRhny/XFo5FCH2BkMixyGRqXhdP7pJjUASitJo9RYik6to5VvKxvO0DZcEX0FnjpPUktS62XrYpEsvLLzFSQkRkaPdKqkZUtBBOoE9UJW6mhVWpt57ciBun2Z+5pshipnyFvCAgGsmas+IX2sXgzHG+7FcDLvJOXmcrxdvInzibPDDC/O6NjR6LV6EooSlIx3Q5EXCM6QyQOUxgV/xv9Z7+CjvHF0VHemquWvTQksyN4abf3aOlzd+G+C3IPq7QOUVJTEb6d/A+D+no5R04HVr00O0DRVVSc3ZnCGhXR9uL799fi5+pFcnNxgLzRwvHG8Uv6atLbRzyYl8O3ifIHv8a3GA7Di3IqLZsWXnFmCwWSgnV87h/ojyqVFTe0UfyTXWo7czq8dLhqXJs/Lnvi4+nB9++sBeG/few0Kelski0P86WT0Wj19w6wKMdnDtbHIgbo2fm2aPC97cU3bawBrwKC+G/XssmxFNSQHJ5obeR0uf1eagrwO7B7UvcljNQeT20zG19WXlJKURnUodqT9jMyk1ucN/s80ThWYV56niAWcJaEkB723pm6tV5JTkiTlOpKTUM2Nj6uPklhsSrdrWaHZyqdVs3vB1ge9Vq+sj+rznfvh+A/szdyLXqvn8b6P23t6lyQiUCeoF7JXgKvWdk012vq1xdfVF4PJoCirGovc/dSZF3L/RlbV/Xbqt2qKxfogLxB6BPdwmBm2p4unUnbZmMYYBpNB+bs5g6IOrKVdbho3EooSlCBiXZgsJiUTLW8kHYEcqPs75e8G+XpU5VSetQzOWTNesg/Qxby13t37LiaLiUHhgxzu5yZvkJu6CZJLU5zlOrkY7jp3Ra0w/9D8BgUY8svzHW4c3zukN/5u/hRWFDbaaF32Xm3v197pAt9DIobgqfMkozRDeZbUhNli5scTPwJWawBHnod8f92VvqtJib1jOc6VHLoY07tOx8fVhzMFZxqk1jqdf5q88jz0Wr3DAidy58/NqY0P1JUaSxUrCrlM0xlp5duKQRGDsEgW5h2aV6/PfHf8O4wWIz2CejgsSNI7pDcqVCQUJZBVltXocSrNlZwrPAe0nOeUXqtXAuFfHfmqwZUhciWPIwN1shLzeN7xRnWwlZOAsd6xeLo03dbIFsT5xNE1sCtmyVwvX+JzRedIKUlBp9Y5RD0sIzeiakr56+kCa6DOGbuRy8gl16sTV9fp77gzfSdv7XkLgId7Pew0HWxbGiJQJ6gXSqBOY7tAnVqlVjL0TZHdGy1GUopTAGsWoqUwNHIosd6xFBuL+fVkw8olnCGTBzClrbX8deW5lQ025D2ZdxKLZCFQH0iwe7A9ptdgPF08GR41HLCq6i7GkZwjlBhL8HbxdqjaqVtQN0LcQyg1lja6M6KsqGvv55yBuiuirkCv1ZNcnFyrgnNPxh7WJq1FrVLzeB/HZ++qNpRoik/T8bzzijon8w6si2kdpuHr6ktiUWKDOsDKRsqtfVo7zDheo9Yowe/Gdn+VrydnUSlUxU3rpmwq/oqvXfG4KWUTqSWp+Lj6MK7VuOaaXo108O+Av5s/ZaYypcSuMSj+dIHO609XFR9XH+7vcT8A7+97v97+qbKKt3dIb4d1HJYDdfsy91FSWdKoMeRkXpA+yOnL/u/rfh9gLWe9WKOw5KJkpXHVnV3utPvcasPH1Ud5rjRlHZ5UlIRZMuOp83Sa9Vx9uKHDDbhqXDmcc7hBynejxajchxy5Dvd181U62DbGa09ZWziZWn9cnPV5Ux9F/qZka9lrv9B+uOvc7TqvupD/DgeyDjTa7kRW1DlzoK5HUA+ivaIxmAysSay5id3x3OM8svERzJKZCa0mOMw241JABOoE9cIegTr4p4NhUxYIyUXJmCQT7lp3QtxbTodetUqtLNAWHltYbyWUJEn/ePIF9bDT7OpHr+BexHjHUGYqa1BHTvhnw9QpoJNTKU7ksrBVCasuWha2Pc3qAdQ/rD8atcbuc6sNtUr9T/lrYsPLXyVJUozlnVVR565zV7zDaip/tUgWJXt3TdtrnEJd2zOkJzq1jozSjAa3s5cprixWPutsi+m68NB5cE/3ewD4+MDH9VYN78l0nD9dVeTyjnVJ6zCaG67gcsZGElWRA2+rElfVen5yIOHqtlej1+qbbW41oVap6R963k+rkSpH+KeMsp1/O5vMqzm4pt019AjqQamxlGe2PFMvPy056OAoj06AaO9oYr1jMUkmxS+voShlr06sppPpGtSV0bGjsUgWZm2eRWFFYY3HZZRm8MD6B6gwV9A/rL+SHHQU8nXVFOX3uSKrmi7OJ86p1nMXI1AfyDXtrGXL8w/Nr/fnnMF+RkYuf/0z/s8Gq42dVa0/Ona04kt8sbXTxpSNgOPKXmVCPULpEtAFCYkNyRsaNYa8Dm/n57zPJ5VKpXRN/uLwFxd8587kn+F/a/5HcWUxPYN78vyA51vUPcHZEIE6Qb2wV6BO9sc4kHWASnNlo8aQ5fYtbYEA1m6WoR6h5Bhy6u0xkVqSSrYhG61a63BVQNUbdkNbxDtTp6mqDAwfiJfOi6yyrDrLwqCKWbcDur3+m1Gx57u/Jm9s8LWUY8ghrzwPtUpNa9/WdpidbZDLX1ecW3GBgvPXk79yNPcoHjoP7u1xryOmdwFVy84a61Mn39+C9cFOryj5N9e1u44Y7xjyyvP48siX9fqMEqhzoB8aWJMQgfpAiiuLGxxkkCSpWumrM9IvtB8BbgEUVhTWeH6Hsw+zM2MnWpWWae2dIxveL+y8n1ZG4wIKBeUFSnfEOG/Hbq4bglat5bXBr+GudWdv5l4+P/x5ncdXmCuUhiyOfjYNjhgMNN6nTlaYOEPipT480/8ZgvRBxBfGc8uKW1hxbgUHsw+yKWUTC48u5NGNj3LV71dxtvAswe7BvDzwZYevW+WEeVM6v1Zdh7c0bu98Ozq1jj2Ze+plkA/OYT8jMzBiIAFuAeSV57ElZUuDPiuvw51NrR/kHqTsD+tqlFFYUagIF4ZFDWuOqdVJU7q/VporSSxKBHD6RkfTOkzD382fhKIEvj32rfL6weyDTF89nfyKfLoEdOGTEZ/gpnVz4ExbPiJQJ6gXFSZroM7W5sutfa3lTRXmikaXs8gdxVriAkGn0XF759sB+PLIl/XKhskLhE7+nZziBjix9UTUKjX7svaRUJhQ7885a6DORePCFdFXAHUvEIori5XvrCN9MWS6B3UnWB9MibGkwUEhOYsX7RXtcOVMXfQP7U+0VzRFlUX8cOKfJiwZpRm8u+9dAB7o+QAB+gBHTfEC5OBCY1XDLXkDpNPoeKTXI4C1s15maWadxxdVFilKtN4hve0+v7rQqDWKB2dD1cKZZZkUVRahVWmdNvCtVWsZEzcGqNkUesGRBYBVYRzm6RzNMOSN28HsgxhMhgZ/Xl4rhHmEObREqjFEeUfxzGXPAPDJgU+UbuM1sTdzL+XmcoL1wQ7f8A2J/MenrjHl/7KiztHnUV/83PyYd+U8AvWBnCs8x5ObnuTmv27mvnX38daet1iTuIYKcwU9g3vy9ZivneLa6hXSC41KQ2pJar1Lq/9NS35OhXqEKgnneQfr5y/oLPYzADq1jqtaWZOYDSl/LawoVP7ezhaog3/KX+tq7rYldQtmyUwb3zZO4YEml7/uTt/d4GdUfGE8ZsmMt4u305ePe7p48mDPBwH4YN8HfHLgEz7Y9wF3rryTvPI8OgV04rMrP3Ma38OWjAjUCeqFrKhz09g2MKRSqZTF9+7MxmXz5AVCS/Knq8rUtlPxd/MntSSVlecu7odUNZPnDAS7BytZ8/o2lSgzlimbJmeT3APKBnZN4ppajfB3Z+zGLJmJ9oom0iuyOadXI2qVWimhkVvV1xfFn85Jy/RkNGoNM3vMBKyS++TiZAwmA49tfIxSYyndgrpxQ/sbHDzL6shlRbszdl+0lLom5PtbrE+sLafVbFwRfQU9g3tSbi7nowMf1Xns/sz9SEjEeMcQ5B7UTDOsHbn8dUPShgapVGU1XZxvnFN3Fp3Sxuoxui5pneLzClZ/mXVJ61Chcqh/1r+J8ooi1CMUk8V0UbVzTbTkYAJYk2LXtLsGCYmnNj9Va1BFDuINihjkcLVWn5A+6LV6cgw5ynXREFpS6atMW7+2LJm0hBldZ9DRvyPhHuF09O/IFVFX8FCvh/hh3A8sHLOQKK8oR08VsNoUdA60JkwbW1bekhPmYG3aolVp2Z6+/aKiAUmSnCpQBzCxjbVT6t/Jf1NQXlCvz8j+dJGekXi7eNtrao1mZMxIXNQuxBfGK8nkf/N3yt8ADIt0vJoOrPvQMI8wKi2VDVaoVvWnc/R9uz5c3fZqpradilky8+nBT/n88OdUWioZHjWcr0Z/1eIqQJwVEagT1As5UGePTUdTZfctfYHgpnXjlk63ANbgw8U28862QIB/PDJWJ6yuV9b8ZL61kUSwPtgpNuT/pn9Yf3xdfckrz1NK8f6N7E/n6NKiqsgeHZtSNjVIvaD4aTlpmV5VxsaOVfyabltxG9cuv5ZDOYfwdvFm7uC5DvUKrImugV3Ra/Xklecpm86G0NITESqVSmnssfTM0jo708nPAEeXvcr0CO5BsD6YYmOxcr3XBzkg0cHP+RpJVKW9f3sGhg/ELJn54vAXgNXrce6uuYA1YdHK13m+d1UTe40JKMhrhZZ6LQHM6jeLLgFdKKwo5NGNj17gbStJkrJ5HRQxyBFTrIaLxkXxyWto99f88nzFlN1Zlam14ePqw0O9HuKXCb+w6ppV/DLhF96/4n1mdJ1B16CuTrcRr5pQaiiSJLX4IHiEZ4RirXGxrr0pJSnkGHLQqrVOUxHSzq8d7fzaYZJMyvV/MZzVn07Gy8VLWdPW1FTCaDGyJdVa6uton0cZlUr1T7frBpb7K4G6FqIeVqlUzB4wm5cGvsSgiEFcEXUFbw97mw8u/6DFKdadGRGoE9QLxaNOa1uPOvgnUHcw62C9GyrIVF0gtOTF9/Xtr8dL50V8YTwbkmo3IS2qLFK6oDmLog6sPjSuGldSSlKU9uJ14ewLBJ1ax8gYa+OCmlSOkiQpqrWB4QObdW510S+sH64aV9JL0xsUFHL2RhJV0ag1vDnsTWK9Y8k2ZJNYlIifqx8fj/iYKG/nUChURafR0Su4F9C44EJVk+6WSregboyJHYOExJu736w1iCx7j8nBGEejVqkV78faupvVREu6nv7X7X8ALDq9iA1JG/ho/0fsy9qHm8aNR3s/6uDZXUj/sPMNJRpRSt7Sk3pgDXy9M/wdfF19OZZ7jDk751R7/2juURKLEnHTuClKd0cjl782VOktP8MiPCPExs/OVG3s1tAS5cyyTAwmA1qV1mlUgo3hrq53oVap2ZSyqc6uvbInWqcA57CfkZEtW+rbyOB4rvN3kx8bNxaw2tD8W8SwP3M/xZXF+Ln60TWwqyOmVyOKL2cDy/3ldYMzd3z9NyqViiltp/DZyM94/4r3GRU7yumSEC2dJgfqSktL+eqrr3jmmWf46KOPyM3NtcW8BE6GEqhT2z5QF+sdS6A+kEpLZYN96jLLMikzlaFRaVr0AsHLxYtpHa2G3fMPz6/15n4w6yASElFeUQTqA5tzinXirnNXsuZ1BRpljuac7/ga6JyBOoAxsdby17VJay/wDjyVf4q00jRcNa4O7ar3b/RavRLkqG9WtdJcqXgLOnOnqaqEeoTy81U/8+rgV3lhwAssn7LcqQLX/6axJvhGi5HkImvHs5YcXAB4uPfDuKhd2Jmxk43JGy94P788X1Giyb8vZ0D2nNmcurle3TbhH0VdSwjU9QrpxdS2UwF4cMODSqOCp/s9TahHqCOnViPy/e1o7lGKK4sb9NlLIakHEOYZxutDX0eFikWnF7Ho1CLlvUWnrf99efTleOg8HDXFasgKk0PZh8gvz6/351qaP11LpkdwD7RqLZllmQ3uUC5fV5FekejUOntMr1mI9o5WAkN1dYCVG07ICThn4Yooa6Bua+rWevmjOXvCHKxVIh46D9JL05UAqYyssrs8+nKnqqToH9YfnVpHakkqCUUJ9f6crKhrKetwQfPQ4EBdp06dyMuzds1KTk6mS5cuPPLII6xZs4bZs2fTqVMnzp07Z/OJChxL1a6vfx1O54vN8ZzNLrHJ2CqVqtHlr3KGPMorCp2m5S4QAG7ueDN6rZ5jucdqLbOSyzCdbYEA/2Tz1ievv+ixR3OtgTpnKRuoiT4hfZSuiDvSqjdnkM9xQPgAp8v0y14d9VUvnC04i0ky4e3iTYh7iD2nZlPcde5MbD2Rqe2mOr0XhlxWtCdjT62ehzWRUpyCSTKh1+pb1N+mJiI8I7i1860AvL33bYzm6sFvOYjZ1q+tUyUheob0xEvnRV55HodzDl/0+JLKEmWj2xJKycHaqXJKmymoUOGudefpfk8ztd1UR0+rRkI9QonxjsEiWdiXua/enzOYDKSVpAE4VTlvYxkYPpD7e94PwMs7XmZ1wmoSChOUxiDXtbvOkdOrRqhHKG392iIhsS1tW70/dyb/vD9dC+n42pLRa/V0C+wGNDyh1NLLXqtyV9e7UKFiXdK6Wn3RnKUz+b/p4N+BMI8wys3lF6xZ/01xZTFJxUkAdPR3XkWdm9aNEdHWTqpVy18rzBWsTlgNwPi48Q6ZW22469yVZlj1LX8trCgky5AFtCw/ToH9aXCg7sSJE5hM1o3GrFmzCA8PJzExkV27dpGYmEi3bt145plnbD5RgWORA3Xnsiu49/t9vPLncUa8/TeTP97KV1vPkV7Y8A5sVakqu28Il9ICwc/NT1E2yKqGfyMvEOTflzMxLHIYKlQcyz1GRmlGrceVGcuUv5szZ/I0ao1S9rYy4Z/yV0mSlDI4OYPpTMieHgezD9bLVLhqIwkhWbcPHfw74OXiRYmxRCk3qQ9VS/Uuhb/NjK4zCHALILEokR9P/FjtPVll5wwdlKuiU+sUr6/6BL/l0v8Q9xD83PzsOjdbodPoeGnQS+y4cQdbbtjCTR1vcvSU6kR+/jUkoJBQmICEhI+rD36uLePvcjFmdJ3BxNYTMUtmHvv7Ma5Zfg1Gi5EBYQPoE+pcQQTFt6kBPnWyoq6l+dO1VGQl8+70xiXMW7pSFazfNdn25ItDX1zwflZZFolFiahVanqGOI9PNFhFD/VNmMuq7zCPMKd/TsmBuFUJq5TqltUJqyk2FhPsHux09zpo+P1ODgpHeEaITqmCajSp9HX79u288MIL+PhY1Qyenp68+OKLbNmyxSaTEzgPcqDuRHo5AG2DPVGr4EByAS8uP8aAOeuZ+NEW5m86S4WpfuVBVZHLWQ5lH6LcVF7vz10qpSwyt3e+Ha1ay57MPRd0tSszlnEsxypVd8YHU4A+QCk/rMsj41juMSQkgt2DnUo5UxNy+ev6pPWUGksBqxrwdP5pXDWuyqLImQjzDKOtX1sskoUtaRe/Fyt+Wi1E/dMS0ag19A1peHDhUkpEgLW74AM9HwDgs0OfKWVw5aZypWT+ypgrHTa/2hgWZVWpbkzZeNFjW1LZ679x17m3CGW6rFBtiOdj1WDCpRD0BquH4ksDX2JaB6ttRoW5gjifOF4e9LKDZ3Yh8sZ1a+rWepWQS5KkBL1F6WvzoDRqaaBPnWydcak8p2TfzpUJK5VnsIxc9dPer71TdkqVk8cbkzfWqd6Xy16dWU0n0y+sHwFuARRUFLDkzBLMFjNfHf0KgBva34Ba5Xx2+4MjrT51ezP3UmYsu+jxLa2RhKD5aNS3W17klJeXExYWVu29iIgIsrOzmz4zgVNRYbIG6iqNanz0OlY+PJSd/zeS2RM60SfGD5UKDqUU8tpfJ5j66TYKyiobNH60VzTB+mCMFiMHsw/W+3OX2kY2xCNE6aD6+aHqqrq9mXsxSSbCPMKI8IxwxPQuirxIWJ9UezZPLnt1JvPX2ugR3INY71hKjCX8dOInAEUJNDJmpNOWXA6NON/9NfniCqBTedZAnfDFsC+yWqEhwQXl/uZ9adzfACa3mUx7v/YUVxbz4f4PAatRdJmpjFCPULoFdXPwDC9kSMQQ1Co1p/NPK+WTtdGSOii3VORE1cn8k/X2PLvUknoyGrWG/+v/f/x19V8sHLOQRRMWEeLhfGXy3YO746XzoqCioF4l5FllWRRXFqNRaYj1ibX/BAV0C+qGq8aV3PLcCwJUdXGprcPb+7dneNRwJCSlG7aMrKp2Jm/iqvQK6YWPqw8FFQUXJPurIvtEdwns0lxTazRatZa7ut0FwHt73+O5rc9xOv80njpPrmvvPCX+VYnzjiPCMwKjxciO9LrLkKFlNpIQNA+NCtSNGDGCXr16UVRUxMmTJ6u9l5iYSEBAgE0mJ3AeZEWdJOnoE+OHRq0iyMuVOwbF8dvMgez6v5G8PLkL/h4uHEkt4oEf9zcoI6dSqegb1nCfuktJci9zZ5c7UavUbE7drKgz4B8pu7N0cqsJWWG2J2MPhRWFNR4jL9JbwgJBrVIrC4QFhxfw++nf+SP+DwBu6uC85WGyAmhL2pY6s6qSJCmlr+38RaDOnsgqoP1Z+6k01y+RcakpFcAaWHiy75MA/HrqV+YdnMe8Q/MAmNZhmlNmx31cfegR1AOgxkYYVVECdS1QUddSCNQHKj4+9V0vXAodX+siyiuKXiG9nFYRqVPrGBhh7ZBenxJyuew12jsaV43tm5hdqhgqzZzIKKKkov5eqDKuGlflPldfG5qSyhLFW+tSCqjKqro/4/9UPEeNFqPiOeaM1RRgDWrJPsX1SZg7s090Va5rfx3dArtRVFnE8vjlADzR9wmnTZarVCpFRbwl9eKVLYp6WATqBP+iwSvi2bNnM3XqVCZNmsTjjz+Op2f1Wurly5czZMgQm01Q4BzIgTosWmIDL+wkFuTlyi2XxfDDXf1x06nZfDqHRftSG/Qz5NKw+i68iyqLyDHkAJfWAiHaO1opuZRVdSaLSSkNk41VnZFo72ja+rXFJJlq3dAeyTkCtAxFHcC4uHF0D+pOsbGY57c9j0WyMDZ2LF2DnHf+3QK74ePqQ3FlcZ0K1ayyLAoqCtCoNMLAtg6OpRVx9zd76DJ7FQPnrOOrrecalIgAq/eNv5s/5ebyenW3liTpklMqyPQL68f0LtMB+OjAR6SWpBLuEc717a938MxqZ3jUcKDubsomi0lZcHfw79Ac02qRZBWVs3BbAh9vOMOpzIZ1bpXpH3a+/LWeAYVLVVHXkmjIxlUO1InnUv0wmS18tP40/V5dy5j3NtP3lbX8sqdh3Vuh4X7R8nUVqA90ylLQxtIlsAuDwgdhlszKOnxD0gaKjcUE6gOdUvktIwcR1yWtq3GdUlhRqDSS6BzYMgJ1OrWOj0d8zNVtr6ZbYDdeGPACV7e92tHTqpMhkf/c7+paL1oki9I4R5S+Cv6NtqEfmD17dp3vv/nmm42ejMB5URQgkpbYgNq7XHYI9eahEe14feUJPlh3mkk9wtFp6hcPVnzqcg5hMBnQa/V1Hi8vEIL1wXi5eNXrZ7QUpnedzl/n/mJN4hpO55/mbMFZcstz8XfzV35PzsrI6JGczj/N2qS1TGozqdp7uYZcUktSUaFy6kYSVdGqtbwz/B2e+PsJ9mftZ2jkUJ4f8Lyjp1UnGrWGQeGD+OvcX2xK2aR0oPo3stw+1jtWqBZq4bsdicxedhSzxbrQKqkw8eLyYxSXm3hwRP0XVSqViv6h/VmRsIJdGbsu6jOZW55LsbEYtUpNtHd0k87BGXmw14N4unjy88mfCXYP5sUBL+KhuzAJ5CwMixrGO3vfYXfGbkqNpTXO9VzhOSrMFbhr3YnyinLALJ0bSZJYsOUcb68+hcFo9Sl7e/VJ5l7djev6Nuz31Te0L98f/75eAQWTxURCUQJwaXR8dRQZheWkFRroEu6Di7bhyle5KcvxvONkl2UT5B5U67HCs6n+JOWW8fDP+9mXVACAq1aNwWjmqUWHCPJy5fL2wfUeq19YPzhgTZhbJMtFFc7nii7dAPg93e9ha9pWfj/zO1dEX6GUwU5tO9Upld8yA8MH4qZxI700neN5xy9Ya8v+dJGekU6rSKsJXzdfXhz4oqOnUW/6hvbFRe1Cemk6ZwvO1tq9Oq0kjTJTGTq1jhifmGaepcDZcd47jcCpkMvnJElDhF/dAbTbBsYQ4OFCUl4ZK4/U3v3z30R6RRLiHoLJYqqXT92lqjYBq1/YiOgRSEg8uP5B3tj9BgDXt7/eaUtbZOSOWdtSt11goiqr6eJ84lpUcDXYPZiFYxey/5b9fDTiI7t2ZUorMPDR+tO8s+YUSbkXN6GtDbn7a11lRnJptSh7vRCzReKl5cd4dskRzBaJUZ1CWHb/IJ4aY1VKvbf2FEfTai7vrg3Zp25n+sUbSsj3t3CP8EsyiKpWqZnRdQZrrlnD9+O+r3URayssloYpIP9NnHccMd4xGC3GWhVBx/OsHX07+Hdw6o2cI6gwmXns14O88udxDEYz3SN9GNQmAIsEs34/zMHkggaN1yekDypUnCs8R1ZZVp3HphSnYLKYcNO4EeYRVuexggupNFl4dslhBs5dx9WfbOPytzZyPL2oweME6gOVUruLqeoURZ2d7wstGUmS+HVPMmPf38S+pAK8XLW8c113jr00hhv7RyNJ8NySI5Qb69/grUtAF/RaPQUVBUqwtC4u5XV4j+Aeisr7gfUPcDzvOF46L27ocIODZ1Y3eq1eCYrXVP4ql722BPsZR1BUbuS5JUfoOnsVvV9ewxeb4xtcQQHWv4OsUK3rficnzFv5tEKndu79nSMoLDPy96n/bu+DRq0kDQYDW7Zs4dixYxe8V15ezjfffNPkiQmcC5Mk+11o8Peoe9Po7qLlxv5WBUhDpPcqleqfrlP1MFy/1D1nnr3sWULcQ0gpSSHbkE2EZwS3drrVbj/PaLY0aEFXG2192xLtFU2lpZJNqdWDRLL6oWewc7W1ry8atcau468/kcnId/7mrdWn+GDdaca8v4l9SfUzS/83gyMGo1apOVNwplYDfDmw0Mm/Zagbm4uSChN3fbOHL7daNyGPj2rHvFt60y3Sl5nDWzO+axgWCd5efapB48o+dYdyDl20E5hSqicUQE1ib2IeY97bRKv/+4sbP99BaoGhUeOoVKqLNss5nnv+emohauHmorDMyC0LdrF4XyoatYoXJnRiyX2D+G56f8Z3C8NskXj5j2MN2gz5uPrQMcDasfBigW95rRDrEysCqA3E+rfbyXc7krBI4O6iIbXAwPSvd1NYZmzweHI52ObUzbUeY5EsnC04C4jS19ooLDNy3w/7eOK3Q5RWmukX68+Kh4dwda9INGoVz47vSJiPGyn5BhbtS6n3uDqNTlmf1ceG5lIO1IHVB21s7FgA3LXuzBkyh0B9oF1+ltkicTC5gOS8xidoZWSLnHVJ6y5470DWAUAE6moit6SC6z7bzrc7EimuMJFbWskrfx7ni831b65Slfrc72SfaOFreyGpBQau+WwbMxbuZuuZHEdPxyE0eMVy6tQpOnbsyNChQ+natSvDhg0jPT1deb+wsJA77rjDppMUOB6j+fyCTNIQ4OFy0eOv62MtY9l8OqdBDx05+7Anc89Fj73UFwiB+kC+H/c9N3W8iWkdpvH1mK/tpuT6eus5er60hk7Pr+TpRYeoNFkaPZZKpWJEjHWRsDZxbbX35A2V7C8k+IdVRzO4+5u9lFWa6R7lS/dIH8oqzTzww37KKhtuDF3VAL82VZ0cWOgQIPy0ZFILDFzz6TbWn8jCVavmoxt7cv8VbZVu5wCPj26PWgXrT2QRn11S77EjvSIJ8wjDZDHV2ZENLs2Or83N7oQ8blmwixMZVh+0bWdzuXXBzkYZrcM/3j+bUzZjtFwYpJBLiuQAksCqEL523jZ2ncvDy1XLV7f35fZBcahUKlQqFc9f1QlXrZo9iflsP5vboLEHhA0AYHva9jqPkwN1rX1bN+4k/qMk55Vx7bxt7DyXh+f5v932p0cQG+BOWuH/s3fW0W2c29d+RmDLzMwUO3aYOYW0KaVJmVJmpntLt8y33N4yM7dJ06ZNAw0zg5mZSbIsnvn+GEmxEzu2bDnpr1/2Wlkria2x5Jl557z77L2PkTdX9624OhSOnLrNNZt7vIcAqnXVGG1GPBQexy3kPSC/TsfZb23g9/11qBQC952Wzjc3TCE26GAsjbeHiutnyk2ejzeUuqQodiWnztkw/4c+pzyVnrww+wVWX7ia1Reudg7qcjeaOkyc+cZ65r+1kZkvrOZpFxsXh2JW7CyUgpKitiIqtBXO/7eKVuf+qq/4jf/f0KAzcvH7W8ir0xHq68mnV0/k33Nl8uzFP/Mpb9a7fEzHererfhcd5p5rxYIWueE7LOi4s6Urcmu1nPv2RgobOgjx8STEt2/u4Z8Il4m6+++/nxEjRtDQ0EB+fj5+fn5Mnz6dioqKvl98HP9nYbITdZKkIKgfRF1csDdTk+Xpv38cqO3juw/CUSDsb9p/XHECRPhE8MCkB3ho8kNE+kQOyc/4fnslj/+aQ4fJiijBt9sreWTxgUEd89SEUwE5fNcx/bXZ0OzsHA1lzl6HyTooovFYYENhE7d/vRurKHH26Gh+vGkqX18/hZhAL6rbDIPu5vVE1OnMOqo65E778ODjxALA/qp2Fry10VmofXfjVM4aFX3Y9yWF+nCCPffnm239f/Z1VQ1vrTuyCuif3ogYauwoa+Gqj7fRabYxMy2UxbdOJ9JfQ3GjnrdWFw3omCNDRxKiCUFn0bGjrnszSZREp5X8+P0kY1tpCwve2khBfQcR/p58f9NUZg3rnksW4a/hggmxAHzlwr0EMDXaTtTVbj7iprakzU7UBRwn6vqDksYO/rssj9NeW+c8dz/ePJUTM8IJ8Fbz+NmyffWzTeU0d5hcOnZWSBZBnkF0WDqcyp5D4agTUgJTUClcjtL+R2NVbj3nvL2R8uZOYoO8+PmWadxyQipKhXDY9144MQ5fTxXFjXp2uqDMdyi/d9TvwCb27rKwiBYqtbJr5p/+nAr1CsVb3Xs+92CgNVq48mO5oaSyn8cPN5TyycayAR8zwDPAScQtK1vm/P/c5lz0Fj1+Hn5kBB1v0DrQoDVyyftbKGzoINJfw/c3TuGE9HBuOSGFGamhmG0i76wpdvm48f7xxPvFY5WsvSq/HXXD8QFUB7G5uJkL391MvdbEsAhffr5lGhmR/5xhNa7AZaJu06ZNPPfcc4SGhpKamsqvv/7K3LlzmTlzJiUlJUPxHo/jbwCDRR4moRJU+Hj0z/53xkiZWPrDhZy6GN8Yp+JkT+OeXr/PbDNTpZNJhn9qJ+9oYFVuPQ8u2g/A9TOTeP/y8QgCfLejclAy46yQLNKD0jGLZpYUL5F/ll2CPzx4OCFeIYN/84eg02zljm92M/LxPxn75HK+2Fzm9p8xFFhf2MgNX+zAbBM5LSuSVy4cjVqpwMdTxX2nyd28zzaVDciW7Mip21a3DYO1u+XPURxE+0T/nwoUHiqsyKnnwvc206gzkRHpxy+3TWdMXGCv33/pJNne/9Ouaqy2/hPDzmmVfdj7jxN1A8emoiau/HgberONaSkhfHDFBMbEBfLUAtnq89GGUhp1rhEMIFvfHdNfD7W/FrcV02ntxEvl9f/9ORNFibdWF3Hx+5tp0DkK7ekMj+q50L50khygvTy7jiYXiJ+x4WPRKDU0GZqc03Z7QnG7vMH6Jwbeuwsmq43Fu6u54N1NnPTyWt5ZU4zebGNiYhA/3zK92ybphPRwRscGYLaJfLvdtcmiSoXSmZ/Vmx3MQdQdV5h0x697a7jxC1l1Pz01hF9vm8Go2MBev9/XU8VpI+Q6fPHu6n7/nOEhw/FR+6Az65znoidU6aqwSla8VF5E+ET0+/jHcRBGi43rPttBdo2WEB8Plt89i0fPkqMTXvwznwatccDHPiv5LAB+LvwZUZJrlI01GwE543MoolxMVhuvrChg3v82cM/3e6hrH/j7P1rYW9nGOW9vorhRT3SAhu9unEJymOxeEgSBu0+RB9r8tKtqQHXDkeyvHeYOZ8M8Pei49RVgY1ETV32yDZ3JyqSkYH64cRrRgUfOxv8nw2WizmAwoFId7HAJgsA777zDvHnzmD17NgUFrmX2DBZvvfUWiYmJaDQaJk+ezLZtvW9+Pv30U6fdwvFHo9F0+x5Jknj00UeJiorCy8uLOXPmUFjourz/nwajVVbU+Xh4drOAHQmnZskFwu6KNmrb+5cLJAiCU1V3pHyMCm0FNsmGj9qHcO/+T7QaKoiiRF6dlp3lLQOyKR4L7Cxv4davd2ETJc4fH8tDZwzn1KxILp8ib5peXp4/YOm9IAhcmH4hAJ/nfI7RamRx0WIAzkw+0y3vvytEUeKWr3axZG8NkgR6s41HfsnmZxeyWY4mbKLE/qp2nvs9l6s+2e5U/bx+yRhUXaYknzkyiphAL5r1Zn7d23PO3JGQFphGpE8kJpvpMGIou0kOFB7KLl5pk56vtpazrbRlUDaOocanG0u54YsdGCw2Zg0L44ebphLTR2EwOz2MIG81LXoz20pb+v2zHIq63JZcp9r0UBisBmr08vk+Ti70DVGUKGro4KedVdz/4z4u70LSfXTlRDRqeUMyZ3g4o+MCMVtFl5SQXeGwv/5V+Zdz8wMH4xpGh40eEhWQKEp8srGUC9/bzN3f7RmQDedooEFn5MpPtvHin/mIEpw7NoZFt0w/4v2UGe3PqNgALDbJpcaeh9KD8ZHyROve7K+iJP5/ob4fDNYXNjLnlbXc9d0etpe1ohDgpIxw3l04jm9v6HktvGJqIgBfb61weVCLww62vqpnos5hBTue2XQQK3PqufNbWXW/YEw0n149qV/ulgVjYgBYur+2304DlULlnBR/pIaSM/vR/++T/SiK0qAHBx0tmKw2bv1qlzMW4LNrJpEc5stV0xIZExeIwWLjg/UDF8DMTZyLn4cf1R3VbKyWCbo/y/4EDj7H3I3/LDrAG6sK2V/dzs+7qrngvU0uNV+OFtoNFn7ZU83NX+5kwdsbqW4zkBDizbc3TCUhpPtE9/EJwYyJC8Rik/hlT/8Jbwec6131+sPqYMcgiXDvcAI1gQP7MP8gbCxq4ppPt2OyipycEc7n10wiwPv/7wEbLq+sGRkZ7NhxeH7Ym2++yfz58zn77LPd8sb6g++++4577rmHxx57jF27djF69Gjmzp1LQ0PvE8D8/f2pra11/ikvL+/29RdeeIE33niDd999l61bt+Lj48PcuXMxGv/+XYGhhNkmK+q81P2/YSL8NYxPCAJgeXZ9v1/XH6Kua4e8v8ThUEBvsvLJxlJOfHkNp722nvPe2cy05//iz+z+bzaOBTYVN3Hlx9sxWkROTA/juXNHOn+Pt52YiodKwa6KNraXDWyQAcDZKWcT6RNJnb6Ohb8vZH/TfjyVnkNC1H25tZw1+Y1o1Aq+vWEKN86WN2SP/pI9oA7YUKC5w8Rnm8q49tPtjHliOfPe3MB760qwiRLnjo3hwysn4Knq3uFUKRVcMknO6FnkQkfcAUEQmB0rZ6qsqVrT7Ws7G3YCMC5i3AA+Td/4aWcVp766lv8sOsCF723mru/2/C0tyW+vKeLxX3OQJLhkUjwfXTkBP03f65xaqeDUTLkZsXR//+39ET4RJPonIkoiO+t39vg95Vr5uRTkGfS3Kd7MVhH9ALPdhgKiKPH7/lqu+2wHo59YzpxX1nLvD3v5bkclNlFi/phoPr5qIl5dFOCCIHDN9EQAvtxS7pIS0oHJUZPxUfvQ0NnQ7fw5/j4hYmhyfx5dcoAnfs1hW2kLi3ZXc/abGyms1w3JzxooDlS3c8brG1hf2IRGreC/543k5QtH4+PZN3F55kh5GusyF6IyoO+culp9LQarAZVCNeR5Z3/nZkRv+HB9CZd/tI3KFgNhfp7cc8owNj94Mh9fNZHTRkT1aKkEOHNUFL6eKqrbDC7ZKgGmRU9zDjqq7Tj8fDvD1YdIYWITJX7aWcUjiw/w5ZZytwzRGkrsq2rj9m92I0pw/vhYXrlwDGpl/7ZvU1NCCPPzpK3TwpaS/mdAOge7HSGnzmEpP9YEuCRJ7Cxv4Z7v9pD52DLSH/mDW7/a9bckiBwobdJz9SfbWWXPwv3wygmMiJGdDQqFwJ1zZBXXV1srBpyp6qXyYn7KfADe2vMW2+u2U9RWhFqhHhKibtmBOn7cWYVCgIfOyCAhxJvKFgOP/jK4KB13YmtJM1d/so0JT6/gzm/38MeBOiQJzh4dzZLbZhAf0rO9+fzxcjzDjzurXF7nJ0ROQKPU0NDZ4CTmHHBM4B2quAyT1cbjS7LJfHQZk55ZyUcbSv+2z6nsmnau/3yHk6R7e+E4Z5P1/2e43PY955xz+Oabb7j88ssP+9qbb76JKIq8++67bnlzfeGVV17h+uuvdw6vePfdd1m6dCkff/wxDzzwQI+vEQSByMies74kSeK1117j4YcfZv58eXH7/PPPiYiIYPHixVx88d97JPdQwiLKDwqNyrUwx1MzI9hZ3srq/AaunJbYr9c4iLrspmw6LZ095kI4JoINZTi00WLjyy3lrC1oxGqTiAv2IjXcl9RwX0QRNpc088OOSrRG+Xfj7aHES62kWW/mlq928d0NU5iQGDxk768/yKvTsia/kdo2AzqTFaPFRpPOzPbyFiQJJicF89Zl47oVfeH+Gs4ZE8N3Oyr5ZlsFk5IG9hk0Kg0PTHqAu1bf5Sy8r8q6yu0Ts0qb9Dz7uzwU4cHThzMlOYSJicFsLm5mX1U7//urkCfnH9vpVt9uq+DppbndCi4/jYpJicFcPCmeUzJ7t43MHxPDS8sL2FzSTG27gagA1yTgJ8efzHf537G8bDkPTnoQD6UHoiSyq34XgLNz7k7srmjl/p/2YRUlMqP8KajX8cueGnw8VTx7zki3/7yB4ost5bywTL427zllGLeflOoS8X/GqCi+21HJn9l1PDl/RK+b2kMxOWoyZdoyttVt67FgPhq213aDhbdWF7GhsAlPtYLJSSHMzYpgTFyg83dgtNhYk9/Ir/tqWJVbj9EiMiLGn2cWjGT0EWzBQ40GrZHbvt7NtrKDSkaNWsGI6ABGxwVyYno4M9J6XmdOHxHFEz45NOhMbCxuZvYhmWl9wVPpyelJp/NjwY/8UPADEyMnYhEtTqLI8fxyJzYUNvHllgoUAtx58jBW5dWzr0ouan+/cybeHsc+x+tAdTuXvL8FnclKeoQfb146lrQIv36//vQRUTz3Rx5bSlpo1Zv7pRYCmfQBmSg12Ux4KrtPpXfUCon+iUOWd3agup3Hl2Szp7KNyAAN54+P5appiQR6/73Drz/bVMbTS+Vn5yWT4nj4zMx+kaoAGrWSU7Mi+HlXNb/trWGiC7VOoCaQUaGj2NO4h/XV653qe5CzU6s75KZUWlCaC5+mf7DaRG7+ahcrcg42jz/ZWMqHV04kKdTnCK88NmjvtHDTFzudau/nzh2Jop/PGQClQuDkjHC+3V7Jqtz6wzIie4NjHdvVsAuraO3x3ilqk7M+h3Iyb6POxIfrS9hZ3oqnWkFCiA9p4b4Mi/DDX6Nmc0kTP++qdg4McmDp/loKG3T8fMt0fPt5TQ8F2g0WvtlWwYbCJmraDWgNFrQGK2Z7k8hLreSDKyYwObl7HMwJw8JIDvOhpFHPb3truNgeteEqrh15LYuKFpHdnM01f14DwPzU+fh7uDfvq6nDxH/sMTo3zk7hhlkpzEgN4+w35aEn6wsbmZnm2rPWnbCJEs/9nsuHGw7mPaeG+3JKZgRnjYoiK/rI8S/zRkXz5G855NXpyKvT9Rrj0BM8lZ5MiprEuqp1rKlc000p7BgqNiZ8jEufp794eNEBftgpO4s6zTae+i2H0qYOnpo/4piKXA5Fg87IdZ/tcNr631447jDhwv+vcHn1evDBB3nwwQd7/frbb7/N22+/Pag31R+YzWZ27tzZ7b0oFArmzJnD5s29TwDr6OggISEBURQZN24czz77LFlZcjBuaWkpdXV1zJkzx/n9AQEBTJ48mc2bN/dK1JlMJkymg50brVY72I/3t4Nj6qtG5ZoE9YT0cJ77I4/Nxc0YLbZ+seMxvjHE+MZQ3VHN7obdzjyTrhjqAkFrtHD5R9vYW9nm/L/NvSjQk0J9uGZGEueNi8FDqeDOb/ewdH8t9/20j+V3zepmZTxaaO+08OCiffy+v3dl34UTYnn87KweN3mXTI7nux2VLN1fy2PzMge84Tg5/mReOeEVlhQvYUzYGK7KumpAx+kNoihx3497MVpEpqeGOG27SoXAg6cP55IPtvD11gpuOSGVyABNH0cbGry7tpjn/7CHzEf5M39MNNNTQsmM9u8XsRMX7M2kpGC2lbbw295arp/lWvd6UuQkwr3DaehsYG3VWk5JOIXclly0Zi1eKi+3W19FUeKRXw5gFSXOHBnFm5eOZVVuA9d/sYOvt1YwNTmEeaMPH9BwtLGzvJUnlsjdzLvmpHHHya5vCqelhOCnUdHUYWZvVRvj4oP69bpJkZP4Lv+7XsOFHevbUBF1zR0mLnxvM8WNB+2TuyvaeHdtMVEBGkbZJw7vKGvFcIja5EC1lks+2MIPN03ts7gdCjTojJz37iYqWwz4eCi5anoip2VFMTzKr19rrYdKwZkjo/hiSzm/7K52magDOD/tfH4s+JGV5StpMjSR35KP1qwlWBPM6LDRA/lYvcJsFXl0iaxIuGJqInfOSWPhlHjm/W8DZc2dvLqigP+cmenWn+kqmjtM3PD5DjlTJjGYj67qnyq1K+JDvMmM8ienVivnRU7sn/otNTCVMK8wGg2N7G7YzZSoKd2+7lAwDFWtkF3TzoXvbabTLN8nVa0GXltZyEfrS7lmRhLXzkzC3/67sIkS+XU69la1YRUlpqeEOLOQjjY2FTfxxK8H1787T05zeeM2b3Q0P++qZun+Wh45K9OlWmdW7Cz2NO5hbdXabkTdvsZ9AMT6xhKk6d966greXF3Eipx6PFUKLpgQy4qceoob9Vzw7ma+u3EKKcfofPQESZJ4aPF+atqNJIZ489alY/utpOuKk4dHyERdXgOPny316zynB6Xj5+GHzqwjpzmHUWGjDvse5zTlIRrSUtLYwaUfbKWuS07bxqKeVYEatYKzR0dz0cR4lAqBGz7fQUF9B6+uKOCRs47N+riuoJE7v91Na+fh040FAWYPC+PhM4eTGn54Q0MQBC6eGMezv+fxzfbKARN1oV6hPDzlYR5a/xASEpE+kdw65tYBHas3SJLEgz/vp1lvJiPSj7vsasDMaH8WTkng001lvLqigBmpoceMHHr+j4Mk3aWT47lmemKPv/feEOCtZlZaGCtz61meXe8SUQcwJ34O66rWsbR0KTeMugFBEJAk6SBRFzbGpeP1B3sq25wk3f8uGUtzh4knfsvhyy0VRAd6ccsJQ0ewuwJJkrjvx33UthtJCfPh7cvGHyfpusDtbYY5c+ZQWlpKcbHr01FcQVNTEzabjYiI7kqUiIgI8vLyenxNeno6H3/8MaNGjaK9vZ2XXnqJadOmkZ2dTWxsLHV1dc5jHHpMx9d6wnPPPccTTzwxyE/094bVrqjzUnv28Z3dMSzCl0h/DXVaI1tLW/q9KZoQMYHqjmq21m7tkagbSkWdJEnc/+M+9la2Eeit5s6T0wjy9qC0SU9RYwfFDR0oFQLpkX6clhXJycMjuhEuz503kk3FTZQ06lm0u5oLJgyt3eZQtOjNXPTeZgobOuxZMxFkRPrhp1Hh5aFEo1YyMTH4iN3j0bEBZET6kVen49e9NVxuz6MZCE5JOIVTEk4Z8OuPhA/Wl7C9rBVvDyXPnzuqW6d5akqIk+D6dFMZD5x+9CcqbShs4r/L5PXozpPlzZAr3XAHzhoVxbbSFpbn1LlM1CkVSuYlz+OjAx/xQ/4PnJJwCivLVwIwI2aG21UmP+2q4kC1Fj9PFU/Mz0IQBOZkRnD7iam88VcRjy/JZnpqKMH9VMwMBUxWG//6Ya9MJo6K4s4BkHQg219npYWxdH8ta/Ib+03UOdQKRW1FNBmaDlOZOgZ9DEVGk6MoKm7UExWg4YHTMxAliVW5DazOa6C23UhtlwDo6AANZ42O5qxRUUT6a7jruz1sKm7m3z/sY8lt049qI8JsFbn+sx1UthiID/bm06snDojoWDA2mi+2lPNndh0Gs62bPbY/yAzJZFTYKPY17uPN3W9S3ymrc05JOMXtAd0fbiihpFFPqK8nd58ih+uH+HryzDkjufrT7Xy0oZT5Y2KctqljgSd+zaGm3UhymA8f9NM63hPmZkWSU6tlZW7/iTpBEJgaPZUlxUvYULXhMKIupzkHkM+Zu2Gy2rjz2z10mm1MSQ7m6QUjyanV8vbqIvLqdLy+qpCPNpSSFe2PxSaSV6dzEnrye4e75wwbUJNgMOgwWfn3D/ucVsqBkHQAM1JDCfBS09RhZndlm0uquhPiTuCN3W+wqWYTbcY2p8XfsXEdGz7W5ffTFxp1Jt5fJ5NL/z1vFAvGxnDHyWlc+fF2cmu1XPrBFr6/8fCMqmOFVbkNLN1Xi0oh8PrFYwd8X81IDcVTpaCq1UBBfQfpkX0TFEqFkokRE/mr8i+21W07jKiziTan8nso6nCjxcYtX+2iTitv3m87KRVJguLGDgrqOyis19FhspEe6ctpI6I4e3Q0AV4Hfz8vXTCaKz7exqebyrhqWiJxwUMzsbU3/JVXz/Wf78QmSqSG+3Ll1ARSwn0J8vbA30tNkLe6TyX0ueNieWFZPnsr2yhq0LlELHXFWclnkRKQQn5rPifEnuD2OI3vd1SyIqcetVLg1YvGdCNZbjkxhW+3V7Croo21BY2ckH70M8WXZ9fxwXr5Wn35gtGcZ7exuoq5WRGszK3nz+w6pzW5v5iTMIdntj5DaXspOS05ZIVkUaYto8nQhEqhYkSoe10/kiTxpL0Rc964WGdzXBAEHluSzYt/5pMa5uvMkj+W+H5HJWvyG/FQKXhn4fhu9/FxDCCjri+cc845XHHFFe4+rFswdepUrrjiCsaMGcPs2bP5+eefCQsL47333hvUcR988EHa29udfyorXZuC9X8BVslB1Lm2uRYEgRPSZXJuTX7v2YGHwmFnWVe17rCvmW1mZ4bTUHTJt5S08MeBOtRKgc+unsTV05NYMDaGu08ZxluXjmPZXbNYesdMXrlwDKdmRR6mivLXqLlxtly4fLKx7KjmAVhtIrd8tdM5YnzJbTP48MoJ/GtuOjfOTuGKqYlcOCGuT4uHIAjOTIZf97qWGeQubChsYuGHW5n0zEo5f+r7vfy8q4p6rRFJkvhxZ5WTBHvojOE9FmLXz5RJra+3lh/1fC2T1caDi/bZs8/iuPuUYQMi6QDmDJebBzvKWweUu3L+sPNRCko2125ma+1W5yRedxOoepOVF/+UraS3nZRKqO9BYv+2k9JIj/CjWW/mqd9y3PpzXcUH60oobdIT5ufZLZ9xIBjI+hakCXLmL/WUxekg6oZi0MfK3AZW5TWgVgp8cvVE5o+J4Zyxsbx56Th2PnIKn149kafmZ/HCeaP47fYZbHzgJB46YzijYgMJ99fwxiVjCfBSk1Or5Zc9rg84GQzeWl3E3qp2Ar3VfG4P3h4IxsUHERfshd5sY7UL580BQRC4e9zdAPxU+BMbqjegFJRcnnl4JMhgUN1m4H+rZHXlQ2dkdCtgT8wI58xRUYgSPPLLgWMWoL6xqIkle2tQCPD6RWMHVWSflBHuPKYreZaOSbyrKlYd9rwdSqLu513VFDV0EOrryduXjSc13JezR0fz+x0zeevScaSG+9JhsrK1tIVdFW10mm34eqqYnhrC1OQQJAleWVHAd9sHNthkoHh1RQHVbQbigr144uysAa9/aqXCuf6tzO1/DjHIttb0oHSsotUZcA9DawV7e00RnWYbo2MDmD9G3riG+2n48tpJDIvwpV5r4uL3t5Bfd+yzH01WG08tla/d62YmDypqwMtDyfRUuRnkynmaFCXn1G2o3nDY16o7qp1W8xjfmAG/t97wxeZy8up0hPp68O0NUzlnbCznjovl33Mz+OCKCaz594nseHgOX103hcunJBy27swaFsaM1FBsosQnG8vc/v6OhLImPbd/vRubKDFvdDRL75jB5VMTmZYSyvAof2ICvfoVVxDq6+m0Kg+2Dh8eMpwFqQtcJukK6nW8saqQp3/L4eutFTTouue1H6hu5zG7M+GeU9IPU5qF+2lYOFl2urz5V9FRz0frNFt54lf5PrphVvKASTqQlakKAXJqtVS2dLr0Wj8PP+dzanHhYgDWVK4BYGLERDQq9zp+ft1Xy66KNrzUSu477WDD98ppiVwxNQFJgru+20Nu7bF1AOqMFmf8zL9OHcYwF+Iy/n+B24m6W2+9lccee8zdhz0MoaGhKJVK6uu7P3Tq6+t7zaA7FGq1mrFjx1JUJBfCjte5ekxPT0/8/f27/fmnwaGo83aRqIODG9m1BY39fs30mOmoBBXF7cVUarsTn2XaMmySDV+1LxHe7h8J/+5aWa138cT4ARdHF0+Mw0OlIKdWy54u9tmhxueby9lS0oKPh5Ivrp00KJXFmaPkcO9tZS39ntrrLry3tpiFH21lQ1ETDTqTPNFxVxX3fL+Xyc+uYuxTK/jXD3sR7STYZZN7tgWcnBFOUqgPWqOV73ccXQL9s01lVLYYiPD3HLT1IjrQi1GxAUgSrHJxQwQQ6xfL/FQ5d/O65dfR0NlAuHc4J8efPKj3dSjeX1dCg85EXLAXV9lD+x3wUCn47/mjUAjyYIzlx2jgSnunhXfXyqqK/5wx3GlLGyhm29e3fVXtLg0ucWyCDg3BbzG20NDZgIDAsKBhg3pvh0KSJN5cLT/vrp2RTEZk92eVRq3khPRwLp+ayIUT4xgRE3DYJj7U15Mb7KrO99YVH7XCu6K5k7fs7/2p+SNIHESelCAInD5CXt8Geh1OiJzAHWPvkI+HwL8m/IsE/4R+v95osVHbbsDSy0ALSZJ47JdsDBYbExODOGfs4ZvhR87MxMdDye6KNn7cefQnXEuSxMvL5SJ74ZQERsYOTtWXFe1PqK8HerONHV3yB/vC9OjpeCo9qeqo6hbW3WZsc+adDQ9xb1i31SY6a4WbT0jpphBWKATOHBXF8rtm8dvtM3jtojG8eelYlt89i72PncpX103hmxumcK9dIfn00tyjFnxf1drJF5vlRudT80f0O5OuN5xsbyL9les64T0vZR4AS0rkxpHOrGNXg5yd6u6sx+o2A19tkQnRf8/N6Lauhfh68uV1k0kJ86G23cj572ziq63HdsjE11srKG/uJNzPk9tOGnxD2kGCu1KHO4iF3Q27aTV2HxjiyB1ODkh2u4rYbBX5yG5T/PfcdML8XHPyOHDdTDk64vsdlRjMR+dcSpLEQ4v2ozfbmJQYzMsXjB6Uje8sex2+dH/tUSW5JEnijVWFnPbaOl5ZUcCHG0p5aNF+pj73F1d/so3PNpXx3tpiLv1gC0aLyMy0UG7sxe1x/axkPJQKdpS3srW0/+u6O/DppjKq2wzEBHpx95zB1VPBPh7OzO6BDAw8L+08ABYVLaLJ0MTvpb8DcGL8iYN6X4fCaLHxvD23+5YTUojw704CPnJWJtNSQug027jusx00H8OhK++vK6FZbyY51Ierpw9dJvP/Zfw95mkPAB4eHowfP55Vq1Y5/08URVatWsXUqVP7dQybzcb+/fuJipIXwqSkJCIjI7sdU6vVsnXr1n4f858Km+Qg6lx/YE5LDUWlEChp1Pe7CxHgGeAMuT90WmV2k9y9yQjOcHveQW6tlrUFjSiEg2qsgSDQ28P5gP1+x9HZQDXqTLyyQt6k/OfMTJeCvHtCVIAXk+xWlqX7jp6qbtmBOp6zZ7pdNjmeX26dzidXTeSm2SmMjAlAEKCt04KnSsFdc9J4ZkHviiiFQuCaGfLi//HGUmxHSXVitNh4z04G3XtqulvC3k+1D5z404UJyl1x74R7nUSCgOAcLNEXJEliZU49j/5ygMd+OcDv+2t7JBeq2wxOW9EDpw3vsTgdExfovK8e/Hn/MZnK9vnmMjpMVjIi/TjbDVl54X4aRsTIhNc6FzZBs2JnAbC6cjUW8WCGTW6zXGDF+8fjo3avBWtbaQt7K9vwUCmcm5iBYOGUBHw8lBTUdwxqMrQreHVlAVZRYmZaqFsyDh3306q8hl7Jsr5w/ajrWXH+Cpafv5yFmQv79Rq9ycojiw8w+onlTH3uL0Y/sZy7v9tDXl33zvai3dWszJXtRE/3ssZFBmi4y775eH5ZHm2d5gF9joFic3Ezuyrk6+m2EwdPJigUArOHyYTCGhfuJW+1N9Oj5YiMlRUrnf+/r0nOO4v3i3d7ePrS/bWUN3cS5K12TuY+FAqFwIiYABaMjeGsUdEMi/DrpsC/5cRUsqL90RmtfLi+tMdjuBtvrCrEbBOZkhw8oHzGQzF7WBhKhUBhQwcVza6pTM5MPhOVQsW+xn3sqt/F2qq1WEUrSQFJbs/nfGOl/LmnJocwPTXksK+H+2n46eZpTEoKRmey8p9FB5jw9ErOe2cT9/24l/fXFVPV6trnGygsNpEP7M/SO05Oc8swhFn2IP9d5a39niIa4xtDelA6oiQe5m7Z3yQPDsgKzRr0ezsUS/bWUKc1Eu7nyYIeGhT9xay0MGKDvOgwWVkxgAbnQPDHgTo2FTejUSt48YJReKgGt82ekxmBh1JBUUMH+UdxyvcH60t4ZUUBoiQ3vK+bkcSYuEBsosTq/EYeW5LNc3/koTVaGRcfyJuXjuvVMRLhr+GCCbKSzdFsOxowWmx8vKEMkIeFuRpx0RNOzZRFO12H0fQXU6KmMCp0FCabiYt+vYi8ljy8VF6ckXTGoN9XV7y/roSadiPRAZoeo3LUSgVvXzaOhBBvqtsM3PTlTpcU7O6Czmhxql3vOy19QPmb/z/A7b+VyspKrrnmGncftkfcc889fPDBB3z22Wfk5uZy8803o9frnVNgr7jiim7DJp588kmWL19OSUkJu3btYuHChZSXl3PdddcBcpf9rrvu4umnn2bJkiXs37+fK664gujoaBYsWHBUPtPfFU6izsN1RZ2/Rs24BDm7yZXi29HNc8iDHXAU3yPD3D890kE0nDEyqtcx3f3FuWPlB9OyAz0TG+7GhxtK6DBZGRUbwMX9zPfpC/NGy2Tjr3uPjsWtvdPCw4vl4PRrZyTxzDnydMkTM8J54PQMfr19BrsfOYWfb5nG9ofncNecvu2k54+LJchbTWWL4aipuJbsraFZbyY6QMO5gyg0u8KRJbGhqKnfhXZX+Hv48+2Z3/Lfmf/lh3k/MCdhTp+vMVps3PjFTq77fAefby7ns83l3PLVLma9sJrPN5c5FQdmq8g93+3BYLExISGIM0b2rkC++5RhTgvsfT/uO2rkKcif55NNZYCsghmoFflQnGjPXXHFRjkhYgLBmmDaTG1srz1of3UoStydWQLwnn19u2B8bDdbsqsI8FI7Fbc/7hx6pWpxYweL98jKqPvmuscOPDY+iFBfD3RGK1tLBt7lj/SJJNKnfyp+g9nGVZ9s44st5ZisIgpBnsS2aHc1p722nms+3c6yA7W8v66YB36SN8K3nph6xEypq6YnMizClxa9mRfstvOjBYfq5eKJcYT7u8e641Dgr85zTaHlWM+WlixFlOTnrWNYi7vVWaIo8fZqWU13zfSkATdilArBmY95NOIZGnRGFu2W76NDVWUDRYCXmomJcn23Ks+1zWuoVygLUhcA8Py25/lg3wcAnJZ4Wr+P0dZp7vN5WNTQwY+75Ibpv+am9/q5A709+Pq6yTx6ViZRARo6TFZ2lrfy/Y4qnv09jxNeXMOnG4eeUF2yp4aadiNhfp7OCJLBIj7Em/hgb6yixNaSngcy9ASH2md15epu/+9omI8MdW8dLkkS76+z31szkgalRlMoBKcSedGuoW+Yi6KsQgO4YWayW7IO/TVqp2r/t6MUQ5NTo3XaER8+czgfXTWRh8/KZPGt01l172z+deowTkwP46SMcJ6an8V3N07tM/LgptkpKBUC6wubug3pG0r8tKuKpg4TMYFenD3GPQPMTrE3+LaXydPJXYEgCDww6QHUCjUNBvn5tnD4QgI8+1ai59VpueHzHUx8ZiUnv7yG5/7IPcyGDFDZ0snba2Qy9P7TM3od4Bjo7cFHV07Az1PF9rJWFn64leLGDpc+z2Dxw44qOkxWUsJ8nATocRwOtxN1LS0tfPbZZ+4+bI+46KKLeOmll3j00UcZM2YMe/bsYdmyZc5hEBUVFdTWHlzYWltbuf766xk+fDhnnHEGWq2WTZs2kZl50JZ23333cfvtt3PDDTcwceJEOjo6WLZsGRrNsZkY+XeBKMkbci/1wGxijs6tK4qT2XGzAdhZv5MW48GN1P5GeQMzKvTwKVSDQVVrJ0vshNSNswYfjjslOZhQXw9aOy1sLGoa9PGOhHaDxWnruOOkgQ0s6Amnj4xCIcDeqnbKmvR9v2CQ+GhDCU0dJlLCfLrlKnRFoLcH4+KD+m1Z9PJQstA+DfaD9b2M7nUjJEniY/sG9sppiW4L208L9yUxxBuzVWRtfv/vo67w9fDljOQz+j2k4OHFB1ieU4+HUsGVUxO4ZnoSob6e1LYbefSXbGa9sJqX/sxn4Udb2VragreHkpcuGH3EDaBGreSVi0bjoVLwV14DT/yafdTytZbn1NOiNxMVoOHMkVFuO64jIHldQSPWfpLyKoXKmRG4rGyZ8/931O0AZCLPnSio1/FXXgPCINXCDpw3Tt5A/r6/jk7z0BIMX2wuR7J39gdrr3RAqRCc2Y/Lc44Ogf/cH7lsL2vFT6Pii2snUfTMGSy6ZRpnjpLX2b/yGrjpy108+3seZpvIvNHR3HHSkUOr1UoFT82XSd1vtlWwq+LoKBzr2o1OYvqqaYluO+7MtFAUAhQ2dLikYDo5/mR81b5U6irZUrMFgE01mwCYEj3lSC91GavyGsiv1+HrqeKKQQxaAtk6mhDijdZoHfLMx2+2VmKxSYyLD2R8gvsmqjruo1UDsL/eMPIG/NR+5LbkUtJego/ah4vSL+rzdTvLWzjzjfWMeXIFIx//kwve3dRrffn8H3nYRIk5wyP6/NwqpYJrZiSx4f6T+P2OmbxxyVjumpPGpKRgrKLE47/m8PMQkz5fbpWtyddMT+p1oz0QzEyTc+rWF/a/Hj0xTibqNtVsQm+Ra0CraCW7WSbqskLcq6hbk99IQX0Hvp4qLu0l0sQVOIi6dYVNLkVTDASr8hrIq5PXBYeTwx1wuHN+21dzVOyvz/2Ri1WUmJsVwbWHfI6UMF9uOymNT66exMdXTeTyqYn9UkLFBXs7cyGPlqrOsSe6enr/3mN/EBfsTUakH6IkP69dxciwkbwz5x1OTTiVO8fdyS1jbunzNZuLm1nw1kaW59TTqDNR3KjnvbUlnPzSWj7bVOasOS02kft/2ofRIium+3KMpIb78fbCcfh6qthW1sKcV9Zy3Wc7WJ3XMOQNdJso8am9aX7NjCS37Vn/iXD5yl2yZMkR/6xevbrvg7gRt912G+Xl5ZhMJrZu3crkyZOdX1uzZg2ffvqp89+vvvqq83vr6upYunQpY8d2nywlCAJPPvkkdXV1GI1GVq5cybBh7s0J+r8IEXkjplENbFKjg6jbXNzcb4ltnF8cWSFZ2CQbS0uWAtBqbKWwTe5Y9TQufjD4aINsjZyeGuKWzaBKqeCMkQ5F2tB2wr7fXkmHyUp6hJ8zi8QdCPX1dIYQD7WqTme0OBfuf52a7tbx3JdPTcBDqWBXRRs7y4d2I7u3qp28Oh0atYKLJw6+0HRAEASnqm7FUSAWVuc18OPOKpQKgQ+vnMAT80fw6LxMNtx/Ik/NzyI6QEODzsSbq4vYVtqCRq3g3YXj+5UdlhUdwMsXjAbkXMXbv9ntcndyIPh+u6z+umB8rFunlY6JCyTQW43WaGVvVVu/X+dQjiwrW4bWrEVr1joVw/1RAXWarZQ0dvQrf8dhxT4tK3JQ+W4OTEwMJi7YbisagA2kv+gwWZ35a4fmHg4Wp2bZibrs+iHfAO2rauNzezbY25eNY2ZaGAqFwNj4IN66dByr7j2BK6YmkBnlz4SEIJ5aMILXLxrTrwJ2cnII546LQZLg1q92DfmGFGQlpSjBpKTgAQ/16AmORgzIm/b+wlvtzdkpZwPwafan5LXkUdRWhFqhZmrUkaNL5KiCYi7/aCvXf76DH3ZU9kq4S5LE66vkiImFUxII8B5cxqVSIXDJJPk5sdiudhsKWGwiX9kJoCvdSKzCwfyzraXNLqu9o3yjeOXEV4j0iSTUK5QXZr1AiNfh1tSu2FTcxCUfbCW7RraLSxJsL2vlio+3ce2n27s1FZcdqGVlbj1KheDS5HelQiAz2p+zR0dz15xhfHfDFG4+QW7gPrL4wJDdY1WtneyuaEMQ4Lzx7h3ScJCo6/99NTx4OIn+iRisBpaVyg2l/U370Vv0+Hv4u33iqyP38dLJ8YPOjwVIDvNltN2y+fv+oa3Dv9wi31+XTYkn0Nt9U+1PHh6Bp0pBWXOn85ofKmwva2F9YRMqhcDDZ2a6NV7olhNSEQS5YTrUA1sOVLeTU6vFQ6lwNhXdBUdsxkDrnslRk3n5hJe5buR1qBRHVmPXa43c/NVOZw7gTzdP4+3LxjEqNgCdycpjS7KZ+9o63l5TxDWfbmdTcTNeamWvcRmHYmZaGL/dPoM5w8ORJHnYzNWfbmfWC6udwpWhwJaSZipaOvHXqJzus+PoGS7r9RcsWIAgCEcsat2dG3Ycxx4SdkXdEYg6SZLY0q5nXYuOZouVOI0HZ4UFkuTtSWaUPyE+HjTrzeyqaGVK8pELMQfOST2H7OZsfi78mYXDF7KhegOiJDIsaBjh3kcmpNYWNLJoVxWdZhuTk0O4eGJcr8HJrXoz326TN/E3zXZf4XHWqGg+31zO8uw6jJYRbu2OOiBJEj/Y7WdXTEtwe2di3uho1hfKk/1uOyl1yO7vn3ZWoTXKMui5bh4ZHu6nYf6YaH7YWcVHG0oYnzDercfvCke3fW5W5KA3cYfi1MwI3l9Xwqq8BsxWcdD5J71BFCWetk+cu3ZGknPyGMiKuMunJnLRxHh+3lXFlpJmwv3lyV6u2MXnjY7GZBV58Od9LN1fy6biJu4/LYMLJ8QNSXetsqWTDXZl6wUT3GMNd0CpEJiZFsave2tYk9/I+ITgfr1ufMR40oLSKGwt5Pv87wnRhGAVraQEpBxxMIEoSry2qpAP1pVgsNjwUCo4d1wM95+WQZDP4Wt0bbuBX+zWUXetbwqFwIIxMfzvryJ+2VPD/DHun/wHsHRfDR0mK8mhPkxPCXXrsaelhOLtoaROa2R/dTujYgPdevyucFiiFoyJZmba4dlgSaE+PDl/4Hbnx8/OYk9lGyWNeq76ZBufXTNpUPbmI0EUJb6zD+e5yM33Esj21x3lrazJb3CqofuDhcMX8kPBD2yu3cy1f14LwEnxJx3RWtRusHDpB1u6bYBX5NTz0YZS3rhk7GFT6Fbk1HOgWou3h5LrB5Hz2BXzx0Tz32V5bCtrobKls8cJ5oPFhkJ5MFOor4dzkIq7kBzmS1KoD6VNejYUNnKai8efEjWFFeev6Nf3turN3P71bsxWkTnDw/nveaMw20Q+WFfK55vLWJXXwPrCJq6ekUh0gBfP2/Nub5iVTGr4wAllQRD496npbCpuZm9lG6+tLOCZc9wfv/LHfrkJNzkpmHC/gTt5zKKIBHgIgrNmm5oiq1WLG/XUtBmIDvTq8ziCIHBu2rm8svMVfiz4kXPTzmV91XoApkVPOyLRYBMlvt5Wwe/7arFJEjNTQ7lyemKvBNyuCnnYgFopcLUbmzJnj45mb2UbS/bWuJ2kdqC6zcA6OwF66ST3NWgBfD1VnDw8nN/31/HrvppBDYnrC45m+fnjY92+DqWG+3L6iEh+31/H22uKeP3isX2/aID4zt6UPTUroseaaDA4JTOSN/4qYl1hI0aLbUj2dQ48/0cebZ0WRsT488EVE5w/a25WJF9vLeeVFQUUN+qdVmUPlYL/XTLWpbUuMdSHD6+cSFGDjq+3VvLTriqq2wzc8c1uOoxWtyhbD4UjguGs0dFuyQ78J8PlXV5UVBQ///wzoij2+GfXrl1D8T6P4xhCkiQnUafpxfq6R9vJaTsLOGd3Ea+W1/N5TTPPlNQyfWsuDxdWYUVydvNcsb+elnQaXiovitqKWF252jklZ3bs7CO+7sU/87jy420s3lPD8px6nvoth5NfXsuWXrI5Pt5YisFiIyvanxmp7tsMTkgIItJfg85kdelzu4J9Ve0U1HfgqVK4JWT9UJw2IhIPlYLChg7yhrAL5siQuXyK+8lGgOvsdr9lB+ooahiaLAazVXQqD891cxcPHLlannKuVmn/c2Zcxer8Boob9fhpVL1OnPNQKbh4UjyvXTyWh84YPqBMx/PHx/LtDVNJj/CjtdPCAz/v55x3Ng1JaPcPdlXWjNRQlwvQkk4Tb5bXc8W+EsZuyiZp7T7GbsrmxuwytrXJ15JDNeyKCkgQBK7MvBKA9/a+x8s7XwbgrJSzjvi6x5Zk88aqQgwWG54qBWabyLfbK5n72jo29WCz/99fRVhFiclJwQOeZN0THFaWdQWNtAyRItLR1T1/Qqzb1wV5yq183pYPcEhLf1BYr2Nlrmw7vv3kI1tZBwp/jZoPr5hAiI8H2TVaLnh3M6VDFFewuaSZyhYDfp4qp2rcFZQZTLxX2cAtOeXM21nIObsLebiwin06+b53WMk3FjVjsvZ/WmOcfxw3jLoBAK1Zi4fCg5tH39zr90uSxL3f7yG7RkuIjwePzcvk3lOGEeitJq9Ox/w3N7Jo90GbY6fZylP2BsaV0xIJcRMRGhXgxVR783KoVHWO59KZI6MG1eCpMprZ0KpjU2sHrZaD6jlHTudA7K+u4OUV+TTrzaSF+/LmpeMI8fUkKsCLR+dlsuyuWcxMC8VsE3lvbQmPLZGnJs8aFsY9pwzeGaNQCDxkV+X9sLNqSKYl/mZXfZ05yrVarsls5ae6Fm7LKWfy5hwS1+4jYe0+Rm3K5t/5lZQbTAR4qZ3r/wYX7K/zUubhofDgQPMBVleu5teSX4GD8TQ9wWoTufGLnTyy+ACbS5rZVtrCyysKOOmltWwq7vlnv/mXbIlcMCaGqIC+ScT+4qxRUQgC7Cxv7fdAO1fxw45KJAmmpYS4JZvuUJxlvx5+2zt001+bOkzOHOfLp/a/QeIKbjlBrid/3VszZHE6RovNmWl70SDzutstVoo7jTSaLc7f+4gYfyL9NXSabWwuHro6vKhBx6Ld1QgCPHvOyG6EoFIhcPnURNbedyL/OWM4Z46K4sqpCSy9fQZz7Io/V5Ea7sej8zLZ+tDJTsvzo78cIMfNKk6jxcayA/J1tmCIGrz/JLj8tB4/fjw7d+7s9et9qe2O4/8erNLBYkyjOpyo+7qmmXm7CtmrM+CtVHB+RBB3J0QwO8gPEfiwqomL9hYzyUHUuSC7D/AMYOFweZrevWvvZUP1BgQEZwBxT/hlTzVv2YOeF06J56EzMogL9qJOa2Thh1v5Ykt5t2u0qcPEp/bJM7eflOZWxZhCIThD138dosmpjs7EaSMiB2UVkCSJfL2RXxva+LOpnXqTPInSX6PmRPtmdqgydPLrdByo1qJWCpw9RAt3eqQfp2RGIErwwrK8IfkZa/IbaO20EObnyfSU/qlGu0KSJHI7DLxV0cD5u4tIWruXzA37uWp/CVvaOlAqBE7JlDdEQ0ksfGwPzL5kknvsJ0fC+IQgfrtjBg+fORxfTxV7K9s4751N1LQZ3PYzRFHiJztRd2E/C7dak5n/ldczZ3s+07bm8nRJLcubtdSaLBhEkVqThV8a2jh7dxEPFlQxLU0+3/ur212aZjsvZR7jwsdhtBlpN7UTognh4vSLe/3+FTn1fLGlHEGAF88fRd5Tp/HDTVNJCfOhQWfiso+28trKAmfGyO6KVr7dJme1uGOz2hWp4X5kRftjFSWWDoGtqEFndBbC81zcuDpgtImsaGrn8aJqLtxTxLm7i3iooIo9WnnD5ggxXjaEg2a+t6vP5gyPIMWNNtFDkRzmyw83TSUm0IvSJj0L3trYI3E7WHxrVyvMH9v/bnhJp4kXSmuZtTWPKVtyeayohp/rW9mu1bO5Tc+HVU2cuqOAe/MqSIrwJdzPE4PF5vKgjxtH3cjDkx9mfsp8Pjj1gyNa8/7MrmdlbgNqpcDn107i6ulJ3H5yGivvmc2M1FAMFht3f7eXW77ayeq8Bm74fCeVLQaiAzTccoJ7LX+O6Za/7HV/DpXRYuNP+/XtSqi6JEmUGUx8XdvM7bnlTNiczYTNOZy/p5hz9xQxYuMBbswuo8Zo5uThjoE6jUOWOdqgNfL9dnkdf3L+4Q6F1HBfPr9mEu9dPp5Zw8KYlBjMQ2dk8OEVE9yWUTUpKZjRsQGYrSJfba1wyzEdqGzpZG9lGwpBjijoC41mCx9WNXLmzgJGbjzArbkV/FjfSrnRjOj8Hitf1DRz4vZ8fq5vZWaq63V4qFcolw2/DIA7V99Jnb6OIM8gZ8ZqT3htZSErc+vxVCl48PQMnjt3JMlhPjR1mFj44VbeXVvc7TrfXtbCX3kNKAR5GrI7EeGvcRLhv+4bmhp2qb2+H+zwjxaLlSUNbXxY1ciShjYnGX5iejjeHkqq2wzsHqJhDIt3V2OxSYyODSAremhUeyNiAjgxPQxRgmd+zx0SvmBVbgM6o5WYQC+XVfiSJJHdYeDVsjrO2FlAxoYDTN+ax8iN2czalse3tXI9MsdRhw9h7IdjIuopwyN6Vfv7a9RcPyuZty4dxxPzR5AW0fvgqf5Co1by8JnDOTUzAqso8diSA249Tytz6+kwyednQj+yUmtNZj6pHtqc978zXLa+/vvf/0av750FT01NPeo5dccxtLDYLM6/e6m6d5C/rW3mnny5aD8zLIDnh8US5nFwY7+iqZ1bcsrZ3KZH6Q+SAAeqtTR1mPpty7lmxDWsKF9BmbYMgAuGXUC8f89SXK3RwlO/yR3vO05K5Z5T5dD8y6ckcv9P+1iyt4ZHFh9gf1UbT84fgYdSwUM/70dnsjIixt+ZPeBOzBsdzUcbSlmZU0+n2TrgCXE9QZIkZwdsIBtZx0NpaWM7vzW2Udh5kGBQAPPDA3kyLYazR8fwZ3Y9v+6t4f7Tep+aNlA4ul8npocTPEiZus5qY1NbB6WdJvxUSqYF+pLkLV9r981NZ1VuPctz6tle1sLExP5ZFPsLx+dYMCa6XxlokiRRaTSztV3P5rYOVrfoqDVZun2PQbSxrEnLsiYt18WGcvLwCL7ZVsnynDqeODvL7SqjunYjm+zkyOUu2M4GA7VSwXUzkzljZBRXfLyNooYObv16Fz/eNA2lGz7flpJmqtsM+GlUR7zHJUlifWsHn1Y38WdzOzZ7baIUYGagHyeG+DHO34dwDxW1Jgvf1bXwTW0Ln1Q3UWMykxntT06NlnUFjf1WVCoEBW+c9Aav73qddlM7N46+EV+Pnskcmyjx/B+5gDwQwmHhnZgYzG+3z+TxJdl8t6OS11YWsrWkhblZEby5uhhRku0/k/sZOeAKFoyJIbtGy5I91W6/Xn7fV4soyRmA/VVB6qw2cjoMHOgwsK1dz8pmLfpD8sY2tXXwcXUTl0YFc9+wCNRKgaKGDgrrdW4pdLvCYhNZtFveHF7gpgmOR0JymC+Lbp3GjV/sZHdFG1d8vI0n5mdx2WT3nJtWvZk/7d3wvjI4Wy1Wfq5v5af6VnZpDypZVAJMDfRlZpAfSV6emESRVc1aFje08VVtC4WdJmakh/HzjipW5zd0s973BUEQuCjjIi7iyAMJ5Kw5+4TGWcndNqahvp58ds0k/vdXIf/7q4jf99fxu92SqFEr+N+lY/FzcwPjtBGRPLz4AEUNHeTUat26UV6d14DebCMm0IuxcUfeGNWazKxu0bGxtYNNbR2HPY+UAiR7eWISJSqMZn5paGNNi44PMxPx9VTR1GFif3W7W5W7Dny+uRyzTWR8QhBTe2mECYLA3KxIt8dndD3+1dOTuOu7PXy/o5LbTkx12zPYkaE2OSmEML/e62NHM29xQyvWLvvnLF8NJwb7MyvIj3QfDRqFwF6dgVfK6tjSrueWnHJujZRrno1FTYii1O/3fuPoG9lYs5GCVjmf8b5J9+Gp7Pk9ljXpec8+ufWlC0Y7nR4LxsTwyC8H+HFnFc//kcfeyjZevGA0ZqvIfT/K2awXTogjyQ0Zqofi7NHRbCpuZsmeGqeqy10oauigsKEDtVLg5OGu7yHqTRaWN7fzW0M7G9p0zroDZOvyNbGh3JcUxSmZEfyyp4bf9tY6czzdiT/s67o73CAWUWKvrpMak4VwDxXj/L3xUMg18QOnD2d9YRMrcur540DdgFTZR8LS/fLz9uwx0f26vmuMZta3drC+VcfGHtY8P6WCDptIYaeJu/IqWdbUzmXDI/hySwUrc+t5Rhzh9jpcb7Ly8y55P3H1dPcNJukvBEHg8bOzWFfYyPayVjYXNzPNTW6zxfZ6aH4f5ydPb+CN8gaW2Ne50X5ejPN3/9rwd4fLjMHMmTOP+HUfHx9mzz6yLfE4/m+hm6JOfZBEye0w8C87SXdTXBiPpUQfRuCcEhrAt6NTOH9PERu0eiLGhNK+u4kNhU3ODnJf8PXw5dPTPuX7/O8J0gRx3rDzev3eb7ZW0NRhJjnMh9u6TMvz8lDy+sVjyIz254VleXy/o4oNhU0EeHuQW6tFpRB4/txRR1w0Om0i5QYT7VYbWquNdvufFouVBpOVWpOFerOFOpMFiyQx0teLy6JDODsmgLhgLypbDPyV1+CUsLsD2TVaatqNeKmVzEg78iLaaLaQrzdSaTRTZjBT0mlip1ZPTZeHkocgMNrPG73NRo7eyKKGNta1dvBJZgI+9m7erorWfmdw9RercuWulEN9OBBUGs28V9nAN7Uth23MTwv15+m0WNIi/LhoYhzfbKvkoZ/389sdM9w2tMJgtrE6T+5Snz2692u7wmBiaWM7W9s72K3tpP6QiZleCoFpdlJoRpAvBpvE17XNfFHTzIdVTdSHBuDtoaRea2JfdTtj3LwhWrq/FkmSbdvuyCjZ2tbB0sZ2Sg0mfJUKxvh7Mz88iEjPwze60YFefHLVRM54Yz27K9r4dnuFWwgGh6163ujoXvNE1rXoeL60thuhMDnAhwsigzk9NICQQwj2BC9PpgT6clpoADdml/Fnk5ZRmYFQo2VNfv+JOpCVw49OfbTP7/szu47iRj2B3urDLMleHkr+e/4oJiUF87DdbrTZbvXPiPTjmXOOnH/WYbVRY7JgkyQUgoCEhCSBTZLotIl0iiJ6myj/3SaS4u3JlABf5o2O5ln7NNOq1k5ig9yXa7PSbqM76wjrQofVxp9N7axs1rJXZ6DEcLiaMcpTzZwQf8b6e6MWBNa06Pi5vpWva1so7jQxOS2UDXmN/HGgzu1E3abiZpo6TIT4eHDiIAf9WESJH+pa+LWxjVKDCW+FgvEBPlwcGcz4gIMFbLifhm+un8L9P+3jlz01/GfRATxVykGrPUBWcJttIplR/r1mJVUazbxV0cB3tS0YRHktVgowO8iPcyOCmBPiT6C6+/10fmQwl0XruPZAGdva9XRGeiAhk0yPzXPvZEmQB1vl1mrxUiu5bsbhU5CVCoG75gxjzvAI3ltXQnZ1O8lhPtx9yrAjkmiSJFFtstBhs6FRKAj3UOPdj6aNv0bNyRnh/HGgjiV7atxK1DlCz88YGdlrjbO9Xc+rZXWsbtHRVTuhFgTG+nszNdCXKQE+TAzwwdf+zDyg6+Rf+VXs0XVy+YESJmWFsm1XHX/lNbidqBNFyekeuMZNG1dRktinM1DcaUQpCKR4ezLcxwtVH5vu00ZE4rdYRVWrge1lLW5rgCx12l57Xu+azVaeLanhq9qDKtMxft6cFxHEvPDAHp+ps4L9mB7kyxNFNbxf1cjbzS34RXrTWicPJujv4DQftQ9fnP4FayrXEO8fz4jQ3p8n76wpxmKTmDUsrNva7eWh5MXzRzE2PpDHl2Tzx4E62YIrgM5oJTpA0+fAjzaLlSqjmSaLlRaLXH+3Wqy0Wmy0Wqw0W6zUm620W2wEqZVMDPDh6phQTh8RxSO/HCCvTkdBve6w7MnBwKFWnZYSSoBX7wS+WRTZo+2kqNNEqcFEcaeJwk5jtwY5wHAfDcnenhR3msjTG3m3spFNbR1cnyUTdUv31/DwmcPdSg41aI3OieGDIbk7rDa+qm3m/cpGqrvsLQJUSm6JC+em+DDSI/245YQU3viriP8s2s/ouEBi+pGX2B/oTVbnNNYzj0AA7tZ28nN9C2tadIf9/r0UAjOD/Dgl1J85If5EeXqgs9r4tLqJl8rqWNakRRtgw0ejolE3NHX4qrwGDBYbiSHeTEke/H7LaBNZ16oju8OAWZRI8vbkxGC/bsKaQxEd6MVFE+L4bHM5764rcQtR16o3s7ZAPj+9cQCNZgtPFdfwQ12r81k0JcAHhkao/beH+6Q9x/GPhVU8SCR4dSHqHi2qxirBKSH+PNoDSefA+AAfXh+ewA3ZZdSHeaIO9mBdQWO/iTqAEK8Qbh7Te9YMyJkYjiDUm2anHJbDIggCN81OISvan3u+30tNu5GadiMatYKXLhjd46bDaBP5qraZ7+paOKAz0L95tTI2tHWwoa2Dr4N8OWlkFJ+tLeG3vbVuJeocsuuZaaE9EhB6m42va1r4uraZXL2xx2N4KQROCPZnXnggp4T442cvwvfpOrkzt4JcvZFLDpQyY3Qka7dX88ueGrcSdZUtnRTUy7bOE4b1vZGVJAmjKNFhs6G3iVQazPxU38qP9S3O7nKilwej/bxpNFvZ3NbBsiYtm9ryeDszkfvmZrAip57Chg7+t6qIf81Nd8vnWFfYiMEiqxZGxPgf9vWSThPPlNSwtLG92/+rBBjl583kAB9mB/sxOcAXr0M2dmP9vZkd5MfNOeX82tRO6sQIOjfW8Gd2ndsLBEeW0WDzDks6TTxRXM2fTd3zLRY1tPFUcQ2XRoVwd2IEUZ7dFZRxwd7cc8ownvg1h1dXFHDeuNhBhfXqTVZnHkZP079aLFYeLqzm53q5SPVSCFwSFcIVMSFk+PRdPM4NDeDdzESuPlDKPqUNdZQX6wsbsYmSW9SAXeEISL7sCBPxzhsfy5j4QD7eUEpFSydj44O4cVZyj4N09FYbH1c38VN9K3m9rA9HQqKXB8+mxTIlKYTNJc0s2es+tYLRYmNbmbwhnd2DosoiSrxb2cBbFQ20HZJjFu2pJsvXixG+XpwS4s8Yf28UXZ5PF0QGc0lUMNccKGVru55hyd5I+bKi4A43Z8ittK/Rp2ZFDth+J0kSy5raeaaklqJDNhU5eiNf1DRzaog/j6fGkGxXD2vUSl67aAyRARreW1vCI4sPMCU5eFBEqiRJzmvwkkmHW8htksSb5Q28Vl6HwW5/zPTRcHFUMOdEBB1xUwAwI8iPb0encO7uIg5YzHgM86esQEtpk97tKhsHeX/OuJgjho2PiAngf5f0HXruICd/qW+l9ZDr0U+pIEitIlClRARMoohFklAJAkEqFRMCvLksOoT5Y6Jlom5vDfefluGWjbgoSqyz55E5cuS6Qme18WBBFT/WH5yGPt7fm1lBMsEzzt+nV6JxhJ83i8amcu2BUv5q0bErXIWkUfJXXgN3u9lmv7OiVVZF24P1BwNRkvimtoXXyuupNHbP1vRRKpga6MusIF9mBfuR7q05rLbVqJWcPjKS73dUsWh3tVuIuormTvZVtcu21xGHEyUbWnXclF1Ok90KeVZYALfFRzDGv+/7WSkIPJEaTYfNxte1LRhGBKJoNbKusLHfRB3Ik5XPSD7jiN/T3mnhl70yoXp7D8PHBEHgsskJDI/y557v9lDWLDfGkkN9eO/y8T1OS22xWPmgUraCFvfQiOkNdWYLufb18c6ECGYNC2NVbgNL9tS4re6Dg0RdT+cNoKjTKK8NDW109jJNeqyfN6eHBXBWWKBzDQfZlXRnXgX7dAbetIn4+Kqp15rcShCDvJeQ7Or1yADXh5hUGEx8XiM3lNvt61+QSkmqt4Yyo4lGs5XnSmv5rbGN97ISufWkVP7Kb+BAtZZbvtzJdzdOdctQhlV5DRgtIokh3mRFH16H53YYeLCgii3tB52BCmC0nzczg3yZEeTHxACfw2pwP5WS2xMimBjgw8J9JWxq15MwMZyO9TWsyHF/Hb7UbtE+a1Tve+v+QJIkfm1s59HCaurM3ZWCAjAnxJ/rY8OYGeTb48+5bmYyX2wpZ11BI+XN+kHnL/5xoA6LTWJ4lH+PZPlvDW3cV1BJi0W+hs4IDeDOxAhG+7l/wNL/FQyKqKuqqiI6OhqFQtHt78fxz4KDqJMkhVN9lNNhYH1rByoBnh0W220T1BPODg9kXUsIX9Y2Y80MYu3eRpdk9/3BlpIWatuNBHmrOfsIJMPMtDDW33cia/Ib0BqszBwW2mNw7fZ2PbfnllNmOFjIBaqUBKmV+KuUBKpUBKiVBKqURHioifRUE+GpJtJDhUIQ+L2xnbcq6lnf2kGlvxpJrWB1fgM6o8VtthlHp/yUHux8G1p13Jlb0a2rleTlQYLGk3gvD1K8PUn30fRIDIFMHv06Lo0r9peyqa2DLaEKRI2SpftqeeSsTLdlvjjUdBMSgnqcklrSaeKr2mY2tOqoMlpos1q7WQO6YmaQL7fGhzM7yM/50CnQG7krr4Jd2k6u3F/Cf4fF8dT8Edz81S7eWVvMycPDGesGG4HDDjY3K/KwB96i+lbuza+k0yYiANMCfZkT4s84f29G+nn3S3FxVnggVknippxyinwF1OEalmfXcf9pR+5Au4KmDhN77Pknp/dSdPaFFouV18vr+biqCYskoRTg/IhgJgb40GqxsrxJy3atns9rmvm+roVrY8O4PT68m8Jm4ZQEPlhXQk27kUW7q7lkEFPUft9fS6fZRlKoD+PiA7t9LV9v5PJ9JVQYzSiAa2JDuTMhok9C4VCcFhbAvYmRvFRWhzUzkJaNDeyranPLdeVAbfvBqXIXjD9yzl5KmG+fEwm3t+u5/kBZt+LNX6XAQ1AgIiEgoBDkItZLqcBHqcBbocRHqUCtENjRrqfMYOayfSXMzwqGkmZ+2e0+om5HWStmq0iEv+dhE8yqjGauP1DGbvvwgUQvDxaEBzE5wIeRft6E9iNeYEaQHz+MSeWc3UUU2Kyo0gPIzWunrElPoptIIUmSnN39k/tQ08lDm+j2LLWKEutadbxSVscOu9IzWK3kprhwJgX40G618VtjGz/Xt7K8WcuaFh23xodzR0IEXkoFgiBw39wMdpW3sr2slRf/zB/UpL3dlW3k1+vQqBWHZYm2WazclF3OmlZ54NDUQB/uTYxkemDPG4DeMNbfm1cy4rg5pxxzoi8eDUb+ymtwhlu7A0aLzZnxea4LDcPe8GtDG/fmV6C1yptwtSDgp1JgsIkYRAmdTURnM9NzopmJ7Vo971U2cktcGL6eKmrbjW7biOfUylEj3h5Kxid2X4/KDSYu2VtCicGEArg4Kpjb4iO6EQV9wUup4IMRiZyzq4h9HQaEkUHs295Eg9ZIuP/Ap5YeiiX2fNy5IyIHtaEvM5i4M7eCrfaNup9SwQg/L0QJcvUGtFaRlc1aVjbLDaZwDxWzgvyYFOBDpq8XGT4afFVKzhkby/c7qli6r5bHz84aNMngUNNNTQk5LBbm0+omHiqoQgTSfTS8OCyWSYGuZV0KgsBzw2LJ7jCwV2dAkRnImoJGbnVzHtziPdUYLSIZkX5HzJ8aFx/EqntPYG9VG6IoMTousMeacmWzlltzyp3kD0CIWkWEh4ogtYogtZJgtf3vKiXBHioiPNQEqpXUmSx8X9fC0sZ2XiuvZ3KqL1JuA0v21nDvqcPcEuHSqjezv1puvh5KIIuSxP/KG3iprA6LPeMrVK1ipJ8XCV6epHrLf7J8vXqtOU4JDWDpuGEs2F1IfqeJ8EnhSKurWbK3xq1E3Up7Hd4b2VjSaWJxQyv7dQZaLVZMooQNCVECrdVGRRfCO8XLk5vjwzk/IgiNUoFNklhc38ojRdXs7zBw5s4CPh+VzDuXjWfemxvYW9XOk7/l8Kwbpig7CK4zR0Uddn6/rm3m/vwqLJKEhyAwLzyQ00MDmBnkS4C6f3TIlEBf3stK5PJ9JZR7C6ijvViRU8+/57qvDtebrKy2DyUbjMuozGDiwYIqVrfIz+QIDxUnBPvjqRDYq+tkr87AimYtK5q1pHl7clVMKBdEBuPfxWUUF+zNjLQw1hU08uPOKu49dXAE9y/2eKD5h2SlSpLEi2V1vFImX4dZvhpeHBbHuID//6yuh2JQRF1mZiZ79uwhOTm529+P458Fi2jfyElKPFTywvdDnax0OC00gDhN/zLFHkuNZkVzO/VAfbgnObVat44Zd+QSnDYiqs+iSaNWctqI3hfAb2ub+bd9QY/wUHF7QgRnhfVsLegNmb5enBUewMV7SigzW/CaGIZxcz0rc+s5Z+zgLUiNOhO5tXIxedIhm8Cva5r5d0ElNgliNWpui49gXljgYfa9vuCrUvLZyCTm7yokR29EPT6Upk31rMqtP+LvzxWssm9k5xyS7WEVJZ4vreWdyoZeiTkfpYJAlZJZwX5cFhXChB4W9WE+GhaPTeXe/Ep+qGvlX/mVPJQcxbzR0fy6t4Z7vt/L0jtmDCo70GITey10vqhp4t/5snpjWqAvz6TFMNx3YDL/BRFB7NMZeLuyAcuIIIo2Nbg1V8sxCW54lH+Pm6zsDgO/NrSR02HAKIoEqVVEeqoJVqlQKQTy9Ab+aGynw941PinYj8dTYxjmc/BYtydEsKWtg+dLatnSruetiga+rGnm9vhwrogJxV+lRK1UcM2MJJ5emsuH60u4eGLcgItqR+D3+eNjux0jp8PAubuLaLPaSNB48G5WImP7oU7oDXclRLCmRcsObSeWjADW5De6laj780AdkgQTE4MGRSRJksRnNc08UliNRZJI9PLgjoQITgsNILifxSrIarwnimv4vKaZxeZONPG+5FfoyKvTkhF5eCfbVawvkgvVGalh3c5baaeJ8/cUUW2yEKBS8mRqDOdHBqEcwPUx2s+bt4bHc/WBMqwJvghNRv44UMfNbhoUkFeno7rNgKdKwfQebCPrW3R8WtPE1ja9UymjANQKAZUgIEqSU5nmpRC4MS6cW+PDnapnkBWdd8RH8GhRNatbdLxaXs/P9a08OyyWk0P8USoEHpuXxbw3N/CLPZ8pPXJg68V322Q13Rkjo7pZvNotVi7cU8y+DgNeCoHnh8VxYWTQgO/ZcyKCWNui49u6FixZgawqcC9Rt66g0RlmPZisJ4NN5LGiaj6vkS3m4/29uT8piimBPngoFEiSTNI1mC20W2y0WW0oAE+FApUANqDaaGZxQxsrm7W8WdlI4tQIdGur+cVNG3EHuT8tJaRbzENpp4lz9xRRa7IQ46nm3axEJg5wU+SjVPLBiERO2p6PPtgTW6Ivq/MbuKiPDMP+oivhfcbIgTWQHCq6R4qq6bSJeCsV3J8UyRXRoc5GpShJ5OqNrGvRsa5Vx5a2DhrMVn6sb+2mOJwS4MNNsWHEBHpR3WZgZW79oJ0Sjny6M0d2P84HlY08UiRvbi+MDOL5YXH9auz1BE+FgteHxzNnez7WcC+21bW4tXEMdFOv93X/KxVCr/efJEm8WdHAsyW1SMjK3NsTIjgp2K/fpMpoP3l9/LGuhbvyKthqNuE5PJCK3Db2VLqnkbalpBlJgmERvoT7HaxzLKLEXXkV/GS/bk4M9uMuuyKrL2HDoUjy9uTb0SnM21VIAyLKNH9+szfM3aFCs9pEtpfKe7pZad3V61qrjceLqvm69shDfQRgRpAv18SEMjc0oNtnVAoC50UGMy3Il2v2yw22C/YU8U5mAq9dNIarP93O11srmJAQNKh8vI6uBNch99E7FQ08USzvEU8N8ee5YbHE9HPveihODvHnvqRIni+twzI8kLyNDW5RmzmwrbQFs1UkNsiLjB6e1aIksb/DQJldXRqkUhHhqSbKU42fUkGF0cxn1c18WNWI2U5K3pYQzu3xEd1EGUWdRj6qauK7OjkX9j+F1TxeVMPUQB/mhPgzNzSABC9PLpwQ6yTq7pozbMBOkdp2g9Ml0dWxI0kS/yms5mP7wIib48J4MDnKmWn4/zsGRdR1nQJyfNLrPxdO66ukwEMpPxT+sjP088ID+30cP5WSJ9NiuDG7HGuSH78W1LuNqLPaRGeBcKQ8o75gkySeLq7hnUr7Yh8WwOsZ8c5MFleR4ePF92NSOGtXAVo/FcqMAH7eVe0Wos6RPzU8yp+QLh3YXxpanQM+zo8I4r/DYvEZRA6bn0rJF6OSOWVHPi2+oEwP4KutFW4h6owWG1vtBcKJGQcLBLMocvX+Mla12InIYD/Ojwwm3UdDsFqJn1KJt1LR74LHQ6HgjYx4oj09eL28nmdLarlmTCiRZS2UNul59vdcnl4w8G7elpJmtEYrob4ejO/SRV7W2O4k6a6LDeWJ1JgBEQpd8WByFFvbO9ip7cSSGcjiPdVu6+Y5NnWzhnUnFbRWGw8UVDntoX1hhK8XDyVHcVJIz4TNlEBfFo1NZUWzlmdLasnTG3m6pJaXy+o5JyKQK2NCuWhiHK+sKKC4Uc/O8lYmDGDwx+6KVvZUtuGhVHDhhIMqtDKDiYv2FtNmtTHWz5svRyW7TGIfCpVC4OWMeE7clocY4cXiihbuHtQRu8NRgB5KaLsCg03kwYIqvrU3Ws4OD+TV9LgBrQ8+KiUvpMcRolbxank9xgx/PHRmFu+u4YHTB0/UOUjjmV2yN1ssVi7aW0y1yUKKlyffjknpd6OoN5weFsgNsWG8X9WIJSuIX3Nr3UbUrSuQz9n01NBu01H1Vhv/yq9kUUPbYa+RrZESJnsgS5BKyfmRQdwWH0FEL42iNB8NX49K5rfGdh4tqqbcKCsdzwwL4InUGEbEBDA3M5Jl2XV8vKGU/54/yuXP0qo3Oy1tXYdImEWRy/eXsq/DQIhaxXejkxnhBpvK46nRrGhqp9kXNtbr0JusPdq3BwLHOndKZkSPqn6zKFJllPMaozzVPT7/czsM3JpTTo7dMn57fDj3JUWh7nI8QRDwVym7KRR6wvmRwfxU18KdeRWUecrP2N/31/L4vKzDIjxcxVr7utHVPt5usXLZvhJqTRaGeWv4cUwK4S40IXtCgpcnT6bGcG9+JdZUP34tcB9RV9qkp7rNgIdSwZRDyEuzKPJjXSuLG1rJ1xuxSBKRHmqSvD1J9PIkxlNNi0VWnjrs/VMDfXhjeMJha4dCEMjy9SLL14ub48MxiSI72vWsb+1gr66TnA4D9WYrW9r1bGnXM3xCGNKqCn7eVT0ooq68Wc/+6naUCoG5WQfX9yUNbU6S7o74cB5MPlwl5CoyfLy4K0FWf5vS/Flb1MRZbmq6tnWanRvxU7MG/pzS22zck1fJL/b18fLoEJ5Jixnwxv38yGAUgsAtOeWY4n1QtxhZsrfGLUTdxmL5OTWty3RRSZL4V34lP9W3ohLghWFxXBIVPKhzN9zXi9cy4rkuuwxbkh8tLSaWHahzKUKoN2TXaNGbbQR4qbsRQ/UmCxftLXbeNycH+3NCsB/hnio8BQVKQSbhPBUCI3y9+iRQozw9+HFsCjdml7OyWcs1B8p4Ki2GO05K4/VVhTy0aD+jYgNIDR9YI2lVbj1mq0hyqA/Dow4eY3F9q5Okc9d9dHtCBH+16NjWrseaFcjy7Dqun+WeumF9l9qn6/uUJInv61p5obS2m1OqK9SC4FRvgpwL++ywGFK8D2+8p3preG5YLA8lR/FDXQufVjdT0GlkXWsH61o7eLSohkwfDdfHhOLvpaa23ciGoqYeo0j6g1/31jibzV0zCV8qq+Pj6iYE4MX0OBZGu3/o2f9lHM+oO44+YRPtknNJiYdKQZ1JHkqgAGYFubagnh0WyH+FKkqUNr5r1/Kgm97j/up2Wjst+GlUTE7qvqG3SRKrmrVsbdfTYbURac8vGu/v021z3mi2cE9eJSvsloe7EyL4d1Kky92vQzHMR8O7mYlcuq8EW7wva3Y1u8VetdlZIBxc1PbrOrkjV1YQXR0TyrNpMW6R98doPHgtI54r9pdiS3DfZ9hX1Y7ZKhLq60lKmGzlkCSJu/MqWdWixUsh8MbwBJcI4d4gCAIPJkcRpFLyeHENH9c1c9LJcdQuKuTLLRWcPDyixwyf/sBBEp+SGeHsNhV3Grk9txyAK6NDeCrVPedCrRB4zU4IWcM0fFncxL1usJFLkuQsEGZ36aq2WKycu7uIPPs9f3pYADOC/PBVKmixWKkzWWiz2jCLEjGeamYH+zE10LfP+0YQBE4NDeDkEH9+qGvhrYoGCjtNfF3bwte1LcwK8mXymEhWb6vmhx1VAyLqHOPt542Odk7RM9hErtlfSqPZSqaPhm9GJx8WbD9QpPtoWBgezOcNLRSEqKjXmYg4wvS+/qLTbHUS84eqZ/U2G9/WtrCiSUu1yYyXUkGGj4bRft6M8/chy1eDShDY1NbBI4XV5NrP439SorklLmzQ1+R9SZFUGs38WN+KeVQwi7JruW9u+qCux+YOE9k18jrsUKLZJIkbDpRRYTQTr/Fg8bhUly3KveHB5ChWNLVTipk9/goqWzrdMkhle5lMbHcNg9ZbbVy2r4Qt7XqUAlwRHcp5EUHEazxQCgJWScIiSVgl2VYUr/HoM9we5PtpXnggJwb78VJZHR9UNbK0UR6ycXVMKBdOi2dZdh2L9lRz32np3Zo7/cFXW8sxWkRGxPgzsYuF8rmSWra16/FXKfhhTAqZA1QLH4pAtYpnh8VyY045pgQffs2v5+JRg9+UQveNUFc0mCw8X1rL4i5ZUgLyM3ysnzcj/LzwVijY2q7n5/pWLJJEiFrFm8PjObGXpkR/cV5kMJ4KhbwRT/ClSWdhfWHjgKZIOqAzWthZLl+Djsm5kiRxa24FJQYTMZ5qfhqb4rb76NKoYD6taGS/wchalRmT1eaWYU0OwntCYlA35Xtpp4nrskvJ7uier9lisTkJ1K7wUyq4JzGSG+LC+tUw81QomB7kx/QudW610cyHVY28X9VIrtKGYlwIa/Y00qgzHXFS65HgsL1OSwlx3pcHdJ3caa8fbogNcwu54MCt8eG8U1KH3kvFexUNbiPq/sprwCZKZET6HaYu0ltt/NLYxm5tJwabSIzGgzF+XkwI8Ol2/eV2GLgpp5x8vVGO1kmL5YqYwYfYnxsRRG6Hgf9VyG6ERfvqeVjMHHSO7KZi+bnctQ5/r7KR7+paUArw8YgkTg11jyDhrPBArm8P5YOqJiwjgvhsR4VbiLpt9mb5xMRg53Nbb7Nx6T6ZpIvwUPF+ViKTXbRb9wQfpZJPRyTxQEEVX9Y283BhNdclhDIjLZQNhU08vPgA31w/ZUDX+m/7Dg5jcbw+T2/grjx5T3RDbBgPpbgnI1wpCLyeEc/MrblYQzV8VdnE9biHqNtYJD+fZqQerMMtosQ9+RX8UCev535KBZm+XigEaDbbqDdbaLfasEgSCmT3zg1xYZwS4t/n79JPpeSa2DCujgmlxGBiZbOW5U1atrR3kKM3cndBFTHTIpDW1fDTzqoBEXWiKPGNXZHf9Zpd2azlZbvd9Zm0mOMkXQ84TtQdR5+wSTJRJyHgoVKwz54LNMxHQ5CLG1xBEHggKYobSqqo81eyr03PqMDBy4W7PixVXaS9+3Wd3JJTfthUHweSvDwY5++DAPzZ1I7OJuKpkBfgBRHus62dFOLPjXFhvFfZiGVEIO9vK+fZMzIHdUzHZ56eKi9sRpvIbbkVmESJOSH+PO0mks6BU0MDuDE2jPeqGrFkBfLRtnKeGuRn2FYqf4bJSQe7jd/Utjg7kZ+MTOKE4MGrc7ripvhwAtVK7smr5C99J0knxVKzuor7ftzHirtn9RhmfCSIouQc6uGYlmWTJG7LqUBnE5kS4MPTaX3bQFxBmo+GO+MjeLminvo4L/4qbWJOysC6XA4U1HfQqDPhpT6YZWQRJS7fV+Is1j4ekdRtuqQ7oBQELo4K4aLIYLa1y9l1ixtaWdfagTIIhARffttXw2NnZ7pkTy5q0PGbPa/k6umJzv9/qLCKHL2RULWKr9xI0jnwaHoMX1c3YfVR8UJOJS9PHnwG0NYS2QoRE+jVLa9tv66T67PLuuVoAuzTGfjeXtB52m2UjknIoWoV72QmMDPYPXZpQRD4b3qsPM0OE5UJXmwpbe6mMHAVG4sPTqt1bH4/qW5iQ1sH3koFn41Mchu5AHLO1ltZCZyxowAx2ptXd1XwypzBqVQlSXJO0XMM33EoLbbYia0vRya7nDXVF3xVSh5PjeGiyGAeKqxic5uedysb+VqpIGJUKHX7mli0u5rrZvY/psRktfHZZpk0uG5GsnMtW9HU7lSfv54R7zaSzoGzwwN5bF85dSoF/6tpdAtRV96sp7y5E5VC6GYt3aXVs3BfiTPE2lsp21O1VpF8vZF8vRHquh9rbqg/Lw6LG7QazYGzwgO5rzOSF0rrsGYE8NHuykERdZuLm7GKEokh3k7i5KvaFlY2a9EoBD51830kCAKvZsYzZ0c+lnANH+bUcOuoI+dp9gcOYnVWlw1imcHEObuLqDNbCFbLEyWnB/mhUQhUmyyUGUyUdJqoNVnwVSmY4O/D2eGBLteshyJG48FjqTGcHOLPlftL0YdqMGUE8Mse1+6prvhtr8P2KhNmZlHk9twKDKLEicF+PJY6uED5Q+GlVHB5YADvatvZqbbRbLYQ4obrYGuJTPiccEjD88+mdu7Jq6TZYu3pZaR6ezLS14smi5UNrR1IyNmA72clMsWN6+P9SVFsa9OzVaunPsWXlXn1zM0c+ITTunYjJY16FALOtSS3w8AzJfL5fCI1xm0knQP/SY5mZZOWUsxs9ZEobuxwNrkHiq1d6nAH7s+vIrtDrpOWjEsjwWvwDUcHVAqBF9NjSfDy4JmSWj6sbuKEMcF4lLeypaSFX/fVHjFnvCfojBanetiR62YSRW7JLsdov48eT3XfID+QLcnXR4XyTm0TeSEq8pp0ZIQOrq5q0BrJr9chCAfJX0mSuL9Aju5RCvBAUhTXx4ahOcQC32kTabZYCVOrDvtafyAIAineGlK8NdwYF06rxcoXNc28WlZPtUpEmBjKH7vqaTdYjjjduCdsLG6itEmPr6eK+fZ823qThTvtwpJrY0K5JnZwe5h/Ko4bgI+jT4iSY0qRAg+VggMdBkC2tw0EZyeE4tNmBkHgkZxKt7xHRweiaw7QlrYOzt5VSGGniSCVkiuiQ7g7IYLzI4JIs4cllzonhrais4mM8vXit3FpbiXpHHgoOYoElQo8lHxp7KDT3HPR0h9Utxkob+5EqRCYaFcavV5eT76dgHgtI37QFsue8FBKFLEqFXgq+VyvpcPYs/y6v3DYXifZC4Q6k4WH7VaP+5Oi3E7SOXBxVAgfjUjEUyFQqpJQTYmgodPMO2uLXT7W7spWGnUm/DxVTnLiw6pGdus68VMqeCcroZsdyl24KymSQCvgoeTJwppBH29HuXwuxiUEOlUQL5bWslPbSYBKyQ9jUt1O0nWFIAhMDvTlrcwENk8ezplhAdgAa0YAbfHe/L6/rs9jdMWrKwoRJTg1M8Jpsf+2tplvalsQgHcyEw6bOOsO+KqUzEA+7s+6Dgy9THlzBQ7CZ2pKiHPDltNh4Pw9xZQZzER7qnkiNZofx6Tw8YhE7k2Us3yCVEpMooTeJuKjVHBFdAirJ6W7jaRzwEep5MORiSglEEM1PLK3fFDH22C3JjoUT+UGE88Uy5ufx1KiB5zxeCSM8/dhpqd83B/Nekw2Wx+vODJKmvS06M14qBTOKdDf1bWwqKENpQBfDAFJ1xXDfb34eUwqX41KJtNHg9YmUh7liWVkEN/vqHIprmTJnhoadSYi/TWcYScTaoxm7rQrFa6LDeX0sEC3fwZBELgtUr4Gij1hr1bfxyv6xgZ7rTAuIQhfu5W2qNPIRXuKabHYyPKVM02LZ46kYOYo9k3L4pMRidydEMHpoQGcFOzHdbGh/Doujc9GJruNpHPgroQIxnl7gUrBam+RkqaBf+a1Bd1trzVGM0/Yn68PJEUxcggm6Y3w9ybDKK9R7zQ0Iw4yFkcUJaedcrr9+WqwiVy1v5Q6s4V0Hw1/TczgtoQIxvp7M9zXizkh/lwXG8azw2L5ZGQS/xuewJUxoYMm6bpiRpAfH2QlIgC2WB/eL2sY0HEK63Xk1GpRKQROtTf63qxoIFdvJFit5H/DE4aklrs3KxaFzoKoUvBiQa1bjrm3qg2g29CmH+pauGp/Kc0Wq5yHGh/Ow8lRXBolR5kAFHWaWNTQxno7SXdmWACrJqa7laQDmSB6JysBjQRSgAcP51UN6nib7K6WkTEBBHipEe1uEIskcWqIP9e6QQl4KDRKBe9kJSJIEmKUN0/sKB3U8URRcirqJtuV3381a/mxvhUF8OGIRLeSdA4IgsDtCRG8m5mAhyCwRqvH64RoJE8Fr68sQBRdWzdW5tZjtomkhPmQbs9sfqWsnhy9kRC1itcz4gftjuoJDwyLxsssgqeS+/b3PC7IFTicE1nR/s5p5N/UyS4TBfBRVhK3J0T0SMR5KxXEaTwGRNL1hCC1ijsSIvh9fBoRHiokPzUdo4JYbI/AcAXvrysB4LxxMfh6qhAliTtyK2i2WMny1fCIm5SO/0QcJ+qOo08czKgT8FAqyB4kUQcwVym/dqvRSFHn4RYFV2C02Nhht3c4iLpqo5kr95diECVmB/mxecpwXkiP4/7kKN7MTGD95OHkzRjB16OS+XdiJPclRfLjmBSWTRg2JMUryDaKz8akIIgS5iAP7thSNOBjbbYrTkbFBuCnUVNtNPNOpVwoPj8stl9TDwcCT4WCj0YngyhhCtXw4LaSAR/LYhOdthxHgfBsSQ2dNpHx/t7cGj8wG2p/cXpYIF+NSsZHqUDvp8I8MZRPtpXToHPtenTYXk8aHo6HSkG10czz9o7qY6kxQ0IGgWyB/VeUvAEr8BDZap+2OFA4zsV4e25Lvt7IW/Zr6qX0uG4DIYYa8V6efJiVyMPJMilgS/HnjYL+k5G7K1pZur8WQcA5papAb+TBArnA+HdSpNvJqq64JTkSDFYMSvi0qmnQx3NM4h0TFwjINqJrDpTSbrUxwd+bvyamc2NcODOC/DgjLJB/J0Xx9egUcmaMYOuU4ayflEHOjBG8kB7nVgVNV2T4eHF3tLz+Zgco+K18YJ9bkiRnPt0MuwX7pbI6DKLI1EAfLh9Ca8T/xiYhmG2YvZT8Z9/giu6ddtvr6NgAPFVK2i1WnrTn5NyXGOUWG1FfEASBk0P8WTkxnadSY1AJIEZ7cyBC5dxU9wVRlPhwvbwZvHJaIh4qBVZR4uacclosNkb5eg1pkb0wIwp1nVxzPJbn+gbhUDjOy1S7AsYkilyzvwydTWRSgA9LxqYxpcuk2nBPNaeHBXJ/chSfjEzi69EpPJ0WO+DBC31BIQh8ODoJlU1CCvDg1p2uN49Avo8cRJ1DifZsSS06+/P1+rihUy/cFhcOVpEmJSxp6F+uaW8oadKjM1rRqBXO3Kn/lsq5pqFqFd+PTnFpyJc7cVKIP/fGyXVKRaQHK8ubXT7Got3yNX1CehjBPh7k6Q28areCPZs2dLWcn0ZNpk4mQ75pbKG9F7Vbf6E3WSmol2sQx3Nqj7aTu/MqkIDLooJZOymDh1KiuS0hglcy4lk7KYPcGSP4fGQSDydH8cKwWDZOzuCjEe5VenZFtMaDZ5Ll9aoySMUngyApHa6WqXYC+c+mdvboOvFVKnghfeADsPrCGH9vzvGT74UVSgtF9ongA0FenQ6t0YqPh5LMKH9MosgDBTKBeX1smNvJ0kOxICKIn8amEqJWUS+IWKaGU2gysyzbtcbsUqftVVaflnaaeKdCrl9fTI91e0PFAU+Fgqv85UbwNslMYQ+We1ewy16HOwQYjWYLTxTJdcODyVGcFuZehWZ/MNzXi+/HpKIBpCBPXqtqdOn1m4ubWV/YhEohcO0MWXX8bmUja1t1eCkE3slMdBu5+E/E8d/McfQJs1NZICvqCvWyjTR9EBv3c1LDUTQYQIC3KgbWiXQgp1ZrzznzIDnUx2kvarfaGO3nxScjk3q0twWqVXKhlRTJPYmRzAjyG5KOS1dk+HmxwFMu8H+zGNjT3jGg42w6JJ/uuZJajKLElAAfzhzihXy0vzen25UnP5n0lA/wwZRdo6XTHmA7LNyP7I6Ddr2n02KH/FyA3BX/aUwqQSolUoAHurEh/G9D/zuUkiTxZ3Z32+vzpbUY7OfisijXc9VcwdWZ0fg0GkEQuOtA+aDUC44CYZx9GMaTRTXYJDg9NMAtGYGuQhAEbkuI4MZI+RovCFfzR0Xf5I/VJvLw4gMAnDs2lvRIPww2kRuzyzCIIrOCfLkrYeB2sv5gSmIwvuWyEua18jpn3tVAIEkSew8h6p4pqXUq6b4c1bt9VxAEErw8SfPR4HkUJmjdmx5DVKcICoG7C6rQW11XpZU06alpN+KhVDApMZjSTpNziMmjKTFDui5EensyzSSrSb9pbafc0HNkQn/gJL7tttdXy+tpsdhI8/bkliFuQhwKhSBwfVwYH49IQmFXYjx0oH9E5PKcOvLrdfh5qrh0kjwc4KWyOra26/FVKngvK3FIry2NWsl0UQWSxBZ9J7sHsSkF2G2/l8baVT/vVjRS0GkkzEPFh1mJgxq85C5Eazy4I0xe93arbSyqdJ0AKm3SU9V6cABDbofBOYHy2WGxQ6LScuCsjAi8KuT178nCGiwuqmO6wtGkGBkTgEqpoKTTxIf2jeKrGXG9Dlg5WrgnJYpQowgqBXcVVLr0WW2ixC975E34grEx2CSJe7oosuYP8XP33OhgBJ0FE/BR9eAaSgeq2xEliArQEO6vkW2HOeVYJVkh92J6XI/rRJBaxamhAdyWEMEVMaE9ht67G5clhpOql8/T4xV1NJpdd4ZIksSmooN1uCRJvF4u72WuiQkdcvL41bHJaDptSGoFN+wqGfBAR0f8zPjEYFRKBV/XtlBhNBPpoea+pIHbgl3BxAAf/hifRrqPBtFTiXlSKC/uLOv367VGC+sK5HPhGCb4eHE1ZknihCA/Tnez/fhQ3DUmHpW9Dv939uAafI7nk2Ma8nMltbRbbYz09TrqdUNXpPto+G+qbFmtDVHzUVH/iFSjxcbDi/cDcMmkeOJDvNmj7eQ5u5jhybSYoyoC+L+I40TdcfQJo9X+EJMUeCgFKo1yHtJg5NBTU0LwLJNJqh/qWqgxmvt4Re/YX9UOwKjYQARBYHmzltUtOjwVAm8OTxjwKPuhwiuTkvFqMYNC4KrdJRhd3MRLkuRU1E1LCaW00+QswB9308CCvvC/Sal4aGXbxJW7igdEEG21S7wdAbYf2Yvvs8MDGes/NKrGnjDG35tF41IJUCiQ/NR8Yu2gydC/6zGvTkdFSyeeKgUnpIdxQNfJj3ay8bGjcC6UCoGF/gFgFSm1WvmmtmVAx2nqMFHWLG+Ax8YHsbNdz6oWLSqBYy5Jfywjlgg7+XNvYXWf98vnm8vJrtES4KXmwTPknLHHiuQhCqFqFW8OTxhyEthDpeAEHx+ETivtNpGva13faDtQ1tyJ1mjFQ6UgPdKPkk4Tn9XIRelrGfFuz9gbDARB4H8jEsBgRaeCm/e4bstxxBhMSAzCy0PJ6+X12CR58vPRWBf+nRWLotmITYBHCgau4HJYySckBNFstvKZfSP8WGrMkFjh+4NTQwO4JUQmDnd5iizvYepsV0iSxOurZOX3VdMTCfBWs7ZFx+vlcnPi5Yw4krzdb4s6FOelR6KokVV1L5YOXAHTqjdTareSjokLpNFs4TX7Z3k8JXrIVBcDwb9HxRHZagFB4O6CShp6mfLXG9bkHxzA4OOp4vnSWiTgrLAARg+Ra8ABjVrJaT6+YLJRY7Hy1SDWvz2V8vP0YJOiBqskT6A8ZYg34P2BQhB4PiUGLCJNKng8v/92ymUH6qhuMxDorWbO8Ag+rGpkl1aOzPhvuntzbXvCCenhqEpkFdx7lY10DKCx4oBDoTs6NhCAT6ubKDGYiPBQ8XJ63FFpvLqCt8clyySlUuCq3a7XsOXNndS0G1Er5fiZda0d7NF14qUQhlSt6oCnSsHtwUEgSuRIVn6pH5hy1WErn5wUjEkUecO+Ht6ZGHFUmxbxXp78Ni6NGf4+oFSQG+PJouL+iThWZMu219RwX4ZF+LG6WcufTXL9+qSbs7p7QoCXmtk2FYhyM2lty8DcLUaLjRz7EK2x8YFUGEx8Vyefn6FurvQHF8WFkayV14gnK+qo6mPfLkkSDy8+QHGjnjA/T+45ZRhaq40bs8uwSBJnhgWwMOr48Ii+MCgG46GHHiI4OPiwvx/HPwsmq8P6qqBdFDGIIgIQoxl4UevrqWJSoC9CiwmrBO+5KKXtin12om5kTACiJPFfO1N/Q2wYaX9Dpt7LQ8W9ESFgslEniTxW4FpORllzJ7V2xcn4hCDerWxAQi5cxxwlgsvXQ8V1fv5gE8mzWvh4AOfPkYsxJTmYVovVqZq5/hgEimb4eLF0wjCUFhGrr5qLthf2q3BbblfTzUwLxdtDxdPF8mZowVEkG6+ZGI+qSH64P1lUTesALCwONd2wCF8CvNS8bbe8nh8RTPJR2IgfCQpB4OG4SDDZaFFIPFPcuwW2rt3IKysKALj/tAxCfT35tLqJz2vkjeKbmfFHbTN+Uno4ylK5YHunomHAqhKHmm5EtD9qpYIXS2uxSTAnxJ9ZQ2jfHShmJIRwkkEJksRyXQc/1blGHjuC46enhlJuMPFDvfz6fyUene7+pKQQEmpNIEosb9GybgBFd6veTHGjTAiNTwjik+omDKLEKD8vTj7G5+yhkfH4N8jd/ztyKtAeYXO+MreB3FotPh5KrpmeRI3RzM05ZUjAFdEhzA93f5ZrT5gzPALPUh2IEn+16NjZPrDcNoc6KznMh0BvDz6sasIgiozx8+bcIcilHQwEQeAdO5lgVMDCnUVYXVhDHLbXE9LD2NGu588mLQrk7NejgXNGRqEqlu+dl0vr0A8w8/Gg7T+Ikk4TSxvleu/hlKPzOfqDM9PCSauTN60f1TWzpkXb52usNpE3V8sk+BVTEqi2WI5KZEZXDI/yI0IvIujliZEDbfQB7K2Uz8vouED0Vhuv2e279yVF/a2aSQ6Mig7gDIsabCI7O428V+mas8dhex0bf7ChBHBZdMiQ2XYPxa0TEvCrkhus/86rpMXF2k+SuuTTJQXzfV0LtSYLUZ5qLh1iN0hP8FMp+WpsCmEmCVQK/lVW06961jE07KxRUVhEiUftOZzXxoQdNbXWwhExKCvl59LjRdXYBiBe2F/djlWUCPfzJCbQi7crG7FJMCvId8iiFlzFQ8lRCO1mTALclF3W6zNJkiReWp7PjzurUAjw0gWjCfBWc3deBeVGM7EaNS8PoT38n4RBEXUPPvgggYGBh/39OP5ZcBJ1yNO0AKI81XgqFEiSREFrAZVa14dCzBoWhsq+kf2iptnlh4wD+6vbABgdF8BfLTpy9EZ8lQpuPoYy4b5ww5Qk4ipkhcBndS0sb2rv92s3OwuEQDokydlxuSX+6BJcd05JxrtYVkU+WVzrUtagrUtA9KSkYL6pbcEoSoz09WLCUVTTdUWqj4brNL5gk8i2WXi/sm/y8U97jsapWZGsadGyplWHWhB4MPnobSISQnyYqdYg6Cy020Rnse8KdjqnUwZR2mnid/tm6KajfE31hgVZkYTYr7UPqptY3wN5IkkSj/5ygA6TlbHxgVw8MY6/mrX8p1Amwh9Iihyy4SQ94aSMcJQ1nWCyUW2yOIloV+HYqI6KDaTGaGZJo/zvB46SLWUgeHlOBpoyuWi9J7ei32uD1Sayxb6+zUwL5Q27mu7EYD/GHaVCVaEQuHZMnLPofriwymWS1WF7TQnzwVOj4uNqeS25NT78mBemCoXAzeEhCHorbZLIo4U9qwYlSeKNVYUAXDEtEV8vNTdmy7l0I329eDJ18BNY+4sgHw+mRgbI9xNySPhAsNu+zo2NC6LDauNTu8rxzoRjf156wtTEEBaInmAT2WcycXdOeb8sbkaLjS12xfrsYWE8a38mXBQVfNSal7PTwwhsNCF0Wmm0WPmw0nVrpdFiI6/WnnsWH8gH9obgnBD/IRkoM1AIgsDjE5Oca8bNB8r7VEC+u7aY3Fot/hoVC6cmcFduJQZRYmaQ75BHZjggCAKz08JQ2t0t71U1uEQGd4VTURcXwHd1LbRabSR5eXBR5N9XwPHEScPQ5Muk6tPFtexxwVa/sUv8zPZ2PZvaOlALAjfHHb19h0at5MaYUIQOCzpJ4pFe1vLeUNyop6nDjKdKwciYAOd6eFNc2FGJyugJngoFr6XEIuit6BVwW/aR17z2TouzuXfWqCg+rm6ksNNEiFrFPYlDG3HSFSdmhBNU1QkWkVy9cUAuCkfDfGx8IO1WG9/aj3HHEEe1uILTMiNJKDeAVWSHtpNXyg+3wIqixFO/5fLWajlf9akFI5iVFspjRdUsbWxHJcD7mYl/SwL/74hB3Ynr169n4cKFTJ06lepqeYH44osv2LBhg1ve3HH8PWC2d9wFFFTYpa7xGg8sNgt3rL6D85acxxmLzuCRjY9gEftvz5g9LAxFkwmlzkKnTXRag1yB3mSlqEEuMkbEBPC5/RiXRoUQ/DdeBDxUCp6bkYayXH7vt2SXU9LZvzwkx1SgKckhfFLdiNGu1Jh2FMLJuyLAW83lUcEomoyYJYnbcyr6XeTl1WnRGa34eqpIj/RzFghXx4Ye0w3TPROT8C50FG415NgHp/SEypZOcmq1KARZtfCUXel1TUzokEzJOhIunRiPKq8NkEnvPH3v77snOPPp4oP4qrYZCZkcyfD5e2yG1EoFC5PDnRuh23PLaT5kavLiPdUsz6lHrRR4ZsFI1rd1cM2BUmwSXBAZxJ1HudiJDNAwJiYQlf0ef7OifkAWcccGaExcIF/UNGOTYEqADyOG2L42GEQFePHwsGiEFhMm4MJdRf3KAdpb1YbOZCXQW41/sJezCXHPUVLTOXDB+Dh8yjvAbKOg0+Rcn/oLx3CjCQnB/N7YRovFRpzGgzNDA4fg3bqOyybEocluA0ni214aRStzG9hf3Y6XWsl1M5J4uriG7Vo9/ioFH4w4+uHPp42IlBWqksSqFu0R1+be0DWfbkljG+1WGylensz9G1goe8PLZ2QSU2YASeKHxjaeLa7pk6zbXNKMySoSHaChVg2b2jrwEATuPYr3kadKyamZEU6191uV9S6rvQ/YFSZhfp74+qid68GNx0B13xdOygjnJFGNoLPQarNx8d7iHtWqTR0mnv09l5eWy8rvh8/M5N36FrZr5czHVzLij2oNdEpmBMqaTpQWkSqjhaVNbS4fo6nDRFWrAUGQp1V+bF8vr40NQ3WMbP79QWyQN7elRaKoM2ADbsgu65f9VxQlZ0NpemqoU013QWQQMZqhV0J2xdVTEvHObQdJ4qf6VlY2963mdGCrPZ9uXHwQ2Z1GsjuMaBTCMSdXT0oNJbnSAKLEqladM7u6J/yZXYdVlMiI9CMgUMNLpTJx9FByFAFHcQ+oUSs5d2S0c737b0mdy1byXRUH6/BfG9swihIZPhqmH+W93ZGgUiq4fUoi6uw2AF4rq2dT68GsdatN5P6f9vHxRjn25PF5mZw/MY578iv5oOpgZMvRarz+EzDgSuunn35i7ty5eHl5sXv3bkwmmWRob2/n2WefddsbPI5jD7NNLq4EFNTZu4TRGg8+y/mMNZVrnN+3uGgxj296vN+hpplR/kT6e6Kwq+o+qmrC4GJeW3aN1hlga1ErnA+poZwM6C6cPDyc2VY1QquJDlHkqv0lfS7sXfPpxiXJliqAW+KOjSLguhnJeGS3gkVkt66z3xZmh9x+fEIQa9s6qDCaCVIpOecoWal6Q4CXmgsjAlE0GLACt+WUYxZ7viZX5MjF2cTEYNboO8nuMBKgUnLXUeziOXBqVgShRglFvQERuTvcX5itInvt9vEx8YHOjL3L/mbZEddMT8K7SIvQYaHObOXe/ArnWlPTZuCxX7IBuPPkNKo9JK7cX4JRlEO5XzpGEvu5WREoK/SobBKFnSaWuaCcBXkycrY9syQrNoAv7R3Wq2ND3f5e3Y1rpiUxvV1C6LRSY7Fy2d6SPu1va+25WjNSQ3m7sgHrMbJ9BHirWZAVhcpO2r9YVkuTuf8kw057Pt34xCAnuXBxZPDfZtMa7qfh9Nggp5LmrrwK6rsogCw2kef+yAXkbLql7Trn2v5aRjyJR7kRAXBqZiSKThsK+wRYV4dQiaLEnoo2QCbqfqmX/35hZPDfLj+rK7w9VHw/fzT+dkXx/yobeSi/6oik/0r7s2lW+kE13ZUxIcQeZRJh3uhoFLUGVHorWqvo8jnbbT9fY+IC+b2pnU6bSJq3JzOC/j4bVwcEQeC/C0YSXqADk40cvZETN+bw7YFqvthSzn8W7efUV9cy4emVvL+uBIAbZydTFXYwauKl9DjijvI5mjUsFI1CAfaG0jsVjS4PJthnbyalhvlywGiiqNOEr1LBxX9jNZ0Dt52YRlKNCQxWKoxm7syr6LOhlleno1lvxttDiSrQk5XNsq389vijX/uF+HpyQUq4s+l/X34lun4SRI46fFJSMJ/Z40HmhQcec6WTIAhcNyrWSXo9VlTda6Pvt/32aa8jo3jePtV6lK8XFx8D6+6FE2QlvqLTSpPFyvsuRAJJksQu5/MpyFmHnx8R9LdTe58/PpZhNgXKKj0icEtOGeUGEy16M1d8vI0fdlahVAi8fMFoMrPCOGV7Ad/UtqAA/jsslvP/D6wLfycMmKh7+umneffdd/nggw9Qqw/68adPn86uXbvc8uaO4+8Bi2gn6gQFjfbNSrBKwefZnwPwzIxnePOkN1EICpYUL2FR0aJ+HVehEOTiu86Ajw2aLFZ+cDHPyFEgjIyR5fYiMC3Q92+ZTXcoBEHgybOz8N7fCkZZuXFnXsURiyRZqm7CU6Wg0ENyKjXOCgs8em+8C+KCvTkjLRxVnkxAvFTad8AodC8QHGTjJVEheP0NBn9cMSVJ7haZ5WL71V5sVo7x8SdlRjhzEW+PDyfoGBQ5niol546LRVWgRZAkVjZr2dDav2yt7Jp2zFaRIG811UqJOrOFQJWSU0KPnk20P4jw13Dp+DjU+1oRRIllTVqeLK7BYLZy05c70RqtjIoNQJHiz5X7S50k3QcjhnYq5ZFwamYkgk1CUeFQ1TW4tAnKr9Nhtor4a1RUKUQazVZC1CrO+Jsos44EhULg9XNHE3SgDcw29nUYuHp/6RGHgayx52qNTA125iUdbTWdA1dMTURZ1YlCa0Zr7b+l3GS1OYnvmChfNti7zRdE/r0y0K6cmoiqUItCZ6HFYuPO3IMb1G+3VVDSqCfYx4OM0eE8aLeP35cUyRnH6FkTGaBhbHwgqlL597m4odWlqbwlTXp0JisatYKQIC/W29fH+RGBQ/F23YqUMF++nTsCHztx/EltM1fsLelxQ26xifxxQH42+ScHsK/DgK9SwZ0JR/8+mpkaSrifJ0K+fD98VNXYjRDuC3u6TLtebCdWz/sbblwdiA704suLxxOZqwWzjWrRxl11DTyQX8nnJQ3k6Y2IPiqShgVxwXkZrA5T8IJdAXR/UiQLjkFOoreHiplpYagq9Sgl2KPrZKuLGZB7Kg8OdPvNHptxVlggvn+DCcp9QaNW8vRZmXjsawVRYmlju/Oc9AbHwKPJScG8bSdj5ocHHpXBOj3h6ulJqAp1clPMZHG6O44ESZLYWiI/Y0ckBrKkQSaGroj+ezQBzx0Xi2+1AUFrps1q46EeBjs1dZic5yIpNYiv7TXD02kxx2TwQla0P5mR/ijt6/Q7FQ39jnSqbjPQqDOhUggEhHixtV2PAJz3N6sbQN5vPH/eKDzy252N8xM35zLts81sLGnGS6Pkhguy+FFl4uzdRRR0GglRq/hiVDJXxvw9rq//Sxjw7iU/P59Zs2Yd9v8BAQG0tbUN5j0dx98MFqcKQkmjRS6yOo1VtJpaCdGEcEbSGcyOm83tY28H4MXtL1Kv71+GzNysSAQJpz3sncoGl0I491c7CoQAltqzm/5uG6IjITXcl1unJeOxp8VZJDhk9D3BYXsdlxDEh/bJjzfGHVt7wbUzkmXrRKsJgyjycOGRh2NIksRWO1EXG+vH6hYdAnLH/++AzGh/JkUHoM5pA+CNinp2H5JdUt1mcJKNTeEeVJssxHique4YWnIunhiHotPqtIc+UVTTL6ulo4s3Lj6IH+w5agsigo4ZuXUk3DlnGOGSgNIuu3+nspFJy/awp8OAV6wP1klhPFlSiwhcGhXMh8eQpAP5/k4J80Eo60AF7NJ2ssWFTZBjozo6LtAZon5mWMAxmxrqKmICvXh93kg8djWDVWRdawfXHijD1INKtanD5BwMlO0NFklieqAvU46R7WNETADj4v8fe2cdHre1fe1X0jB4bI+ZIebYYWiwTdM0hbQpMzNDesvMjCkzc5veUtqkbaBhBgcdMDPOeFjS94ecSVw7VEzv91vP4yfxWKORRtI5+6y99tqR6NZrx/R+bTOrXXv3MFpb3UEgpOC0GlgY8KMCoyJtpP0DKrQ9YViWk5FZTnSrWpBUmNXq4tbN1VS2enhk+kYAxh2czlUbK8Pl49f9w145hxclILqCRHsUZFV7/vcVO7xsi5IcTG/pQAH62c3/iDrw92BgWhTTjuyHY2MHKCozW10ctngjmzq7+z/+urmJls4AkXYD07zaWHNFWhwxhr8/gaSTRI4fmIzY6CPKr+BVVJ7cvmcSZFfsGP8yku1hYvWfILP2B8UpDn6+eCSXS1YcHhkkATnNRnCgk8DIeAKj4lmfaeFdt4vVLi9WSeTxvFSu+4cSEgATCuMRAgpRrVqS9aX9bKywKuyjGhGOwyfFRf6JR/jX4pC8OCalOneW85XX89keRAO/dpFDudlRfNN1vv+kj1hegp0x2U50a7X47Z2aZha0uff4nsoWL3UdWtfaMr2Kt6vM8p/yiP4tHGY9x/VPQr+2DUFV+bqxje+6vusd+HJ5NbKiUpziYGpjCyqaAm3oPxQzCILAyYNTEOu8WLwyLlnhuT2s53bFDvVwQWIE3zRrMcfoKNvf0lTm92BIRjSPTi7GvKwZwRXEI0BbgQP/YUm0jk3gqbZWfmlxIQlaLD53WD6HOg+s5P+/Bb97BZOQkEBZWVmP13/99VeysrL+0EH9Hw4shJQdHnVCuPynrn0DAIdnHI5O1ALA84rOozimGHfQzf2L7t8n5ciwrGgcZj2+rR3YRJFt3sB+lYet6VrYxSbYKHX7kAQOaL+Z3nD5wdlk6/Xo1rcB8PC2Or5uaOt123ldpqmOLAfbvVq56Gn/gMR7VwxKj2JQWiRSaRuiCtObOvhhD9dwc4Obls4AJr3Ioi5Pw/HOiL/d121POOugDKR6H5YmP7IKV68v76YE+mqllt0bmBPN2w1aQHdzVuLf7tu0K3Li7QxKj0Iqc2EE1ri9fL4PDQx2+GIUpUeGA6GTD9DFULTVwGMn9cNU50W3rg0UlUa7jsCwWFqLIlne6cUsijyYk8wTeakYDgCy8fCiBISAQmqndv9MLd/3RVB4AZTq4Lsu76B/Sj37e3FYYTyXlKRoZJ2s+YtdWlreo0HDjrLXrHQHX3Sd69/pqdUbzhqejtgWwNqoEW63b67e67y2o+x1QHoUn3Qt9k75h8fo3eE/h+cheUKIq1sQgLeqmzh07jranAbsw+N5L+QhoKpMio3kyby/1zurN0ws0u4Hzzrte/2otnmfvA+he3f4aV3j4t/VtfbPQnGKg2+OG0D82nbwyWz3BzhsyUZer2oMJ2V2eAPFDY6nwhcg0ajn4tR/LoF00qBUBMC7Rrtm79c2s30flJANLh/VbZrvWbkBFGBghOVfQaxGWw3cOT6fDUcO5KN+WZyaEE2RzUS0XiJaL5FmMnBItJ07s5NYMKyAM/9hq5ZDC+IQBehYpz0XPzR1sGUfGwCpqhr2UdXHmmkIhIjQiYw+AMuT94R7ji0ipi2ItFUjhK/fUMniXsguf0gOJ2k32kRU4PCYf765yfmjMpFaA5i6Gu7ctLFqt7YtsNOfriQlkg+7xsOzkpz/+Bi/K84cno7oCqLvsmi4YWNlWJGrqiofLakAIK1/HCtdHuySyJ3ZSf/Y8QIc2z8ZgyQQ7HqW3qxuota/9yqjcJl/moPPujrdH+gloicNTuXbS0ZwoWChxAsRggBd90+iUc9FKTHMG1bAk/lpB7Rn/IGO372Kueiii7jmmmtYtGgRgiBQU1PD+++/zw033MBll132Zx7j/+Efxk6ibmfpa3W75gc1NHFoeDtJlLhnxD3oRB2zKmcxo3zGXvetl0QOLYhDkFXyuuKC5/exPKzDF2Rrk5YxrjBo24+ItP3rBgSTXuKByX3RVXnCPhNXrS/voeLyh2Tmbm5EBdaatfM9LyUGq/TPlxdcODoLsTOEpatV/G2bq/DspsRtUZcqsF9GFJ92TUjnH2By6IlFCcTYjMirW4gQRDZ7/DyyTSt9U1WVL5drRJ0n10FHSPPEOOEAILdOG5qGEFSwVWrX4eGttXv1fVzRZXzfGW3Aq6j0sRgZcIBkVXvDIXlxvHXeUPorEo7lzcR1KsToJDLNBs5PjmH20DzOT4k9YALOw7vIhZY1zQjATy0drN9HI/wdCyBDnIWWoEy0Xvrbm8b8GbhxYj6D7Rb0y5sRFJXvm9q5Yn13su6/q7rKdXIdhFQ4OMrOiH94sXdUSSIxNgOh0hYMwOL2Tr7cTRJlB5Zu156n2DQ75b4ANknkyNgDM3k0IC2Ky8ZmI9V50a1pBVmlw64jVBxFo0ObRy9OieXFwvQDQsWZEWOlb3IEarOfNEHCp6i8VrVvjT7Wdqnv05Js4dK+Y/5Fqp8dyIm38+3ZQ8nf3InY5MOvqty2uZqTV27hrdJq5pQ1IWfYWG3Qxv3H8lL/0RihT5yNgWmR0OynDxIhFR7bS2khEPYTzI2z812XwuSf9rDdXwiCwMHRETxdkMZPQ/JZN6qYdaOKWXxQIR/2y+bytDjijPq97+gvhtNmZHB6NGJniHxBhwq8vI9q1YoWD22eIAZJpLTLJmeC03FAJMn2BzE2I3cfU4Rucwe6Bi8BVeXctdt6lNcv2daKNygTGWNmRrtG6l3zD3jT/RZjc2LJirWibmjDisAmj2+P13BhV9lrSlYkmzw+zKLAiQdADLsripIcDEiLRNjcQZwq0BKUuXq91rRu4dYWtjR2YnAY+FbW4qmbshL/8ecp2mrgsMJ4xCY/CSEBn6Lu1j5nV6yo1OKGqCQ727wBzKLIUf8C0UlBYgT3TSrixyP7s2FsCatHFLFuVF9WjCjivpyUf0Vi5UDH7x5Jb775Zk4//XQOPfRQ3G43Y8aM4cILL+SSSy7hqquu+jOP8f/wDyOk7GwmsSN7Xd+hKeoGxg3stm1OVA4X9L0AgIcXP4wrsHefrB1Z8qY1zRgFgeUd++aRsbYrQ54SZWZWu0ZwHfUvU5vswIg+MRw/IBndhnYiOkL4FM0Mv3oXv7eFW1voDMhEpNko8wcwiwIXJB8Y3c8mFMaTHGkmuLGNKEGkyhfcbQnvwq5spDkjApeskGU2Mjba/nce7l5h0ImcPjQVIaiQWqkFAS9VNjK/1c2CLc1sbnAjptpYGQogCfBEfuoBYUh+dEkiDrMe94ZWnKJEtT/Ia3swtK1r91HT7kMUYGlIu9dOTog+YEiu3WFUTgzfXDWajf8Zz+qjB7J2dDELhhfyYG7KAVdiWJLiINFhwt8eYLBRO7Z9MVV3+0Ns7upovUWnLbqPiHEcMA0J9gd6SWTq6QOJ8SnoVjQjqvDfhjbOWbOVzpBMo8vPr2VNyE4j60QtMXRLduI/fNSaF8vpw9IR/AoJjdrzcf+Wmt02xVBVlWVdxHeVVQuvjomLPCCSKbvDDRPyuHhMFoY6L4YFDUQ3+hloMXFaYjTfDszh3pzkA+qem9w/GQGwdiUj3qxu3Kt5uqyorK3WfIPqrJoKZkiE9W9vrvBnISXKwlcXHsTIZlVTFssKv7a5ubmhEf9hSQTztAXe1WlxjD8Ayo1OGpwKgNJVNfBFfetekxU7yl6z0x0s7fAg8u8kVv8tOLyvFofvUC99UteyT2rVHdepICmC77sI1X9T2euuOKZfEocVxCOtbsXilWkJypy5emu3DvPfr9UStta+0cjAuGj7AdHBUhQFzh+ZiRBUsW3VruGT2+up7MUzWlVVFnYlzGsitbnp2Liov7VL6r7iotFZCCr4FzdgFARmt7q4an05z84qQ7HqkIfG4lNUDo6yHzAJ/5MGayriQOlOFfE2z+5VxP6QTGnX/LTFqCUvj4p1YP0XeDzuClEQiDPq/3VimQMdv5uoEwSB2267jZaWFtauXcvChQtpbGzkvvvu+zOPb694/vnnycjIwGQyMWzYMBYvXrzbbV999VVGjx5NVFQUUVFRjB8/vsf25557LoIgdPuZOHHiX30aBzR2eNQJiDR1GWOKSgcpthSiTD0zMBeVXER6RDqN3kaeW/HcXvc/JjcWs16ivsnDeLs24e3LQnZ1V4Y8Jy2SZR0eBLSF7L8Vtx5VQKRZj39xA/GINARCnL1mp2H0D6V1qAIEcrVzPDc5Buc/4DvTG3SSyDkj0hFkFUdXkPBCRQNlvymf0Axsm1GBUqNGPpyXHHNAkFy/xenD0tFLAltKmxhjNqMCZ63Zyu0rthPKsOEt0K7DdekJFNsPDAWaSS9x4qAUBAVSGrTA4Nny+m6B5q7YUfaamepgUUeXee0BllX9t0MQBI4u0Ugne5W2OP2yobXXAHpXrKlqR1U1g/JfuhIR/7ay112RFGnmyVP6IzX5kZY3oQd+bnFx1PLN3LtwC4FoA8oArQTsguQY+h0gz9SZw9PQSwL1KxuJ10nU+IO8WNE7+b2lsZPmzgAGo8Q8j3atTz7Ay1dEUeDWIwtYdOuh/HzJCNaeOJTvhuXzVH4agw6ABehvcXRJEoIAW0ubyDAa6AgpvFW9Z1XdlkY33qCM1SDxa6d2Xf4NTST2BIdFz7sXDOW0uCgM8xoQqztBVkEQcOgk7s9J5pasf57sBi2BZNKL1FR0MMpqQQUe2ktzlh0EkD9Oaww2MspG/AGgPvtfxdEliQgCbNrQTKHZiE9ReWMf1KqruhpJJKVHUOMPYpVExkYdWInXfYUgCDxwXF8cegl5UQN2BDZ7/Jy6agttwRAhWeGH0jqUSANbuvKB/8k8MJ4xgOMHJuMw62nb3EaeXr9bz+iKFg/VbV4kk8QirxajH6gm/0f0TaAkxYG/LcDgFgUJ+LKhjV/S9ARGxNEpQh+LkamF6QfMOmJMTiwJESY8dR6K9QZklXBFTm9YV9NBQFaIshn4uSvWO/Ff5LX+f/hr8buJuooKrTulwWCgsLCQoUOHYrPZwn/7O/Dxxx9z/fXXc9ddd7F8+XL69evH4YcfTkND7yTPrFmzOO200/jll19YsGABqampTJgwgerq7t1kJk6cSG1tbfjnww8//DtO54DFjtJXBAm5q1JJlDvoE9mnx7aqqqIEmrht4IVIqHy04SPWNK7Z4/5NeolxBXEARNb5EYAZzR1s7NyzR8YOfzoSNW+IwRHWf3UgF2MzctuRBQiySufcWqIkiVK3jxNWlFHR6eO/q2oI5TlolyBaL/2j5sO94ZTBaVgMErWbWhlgMhFUVW7dVNWtjHlTvZsmdwAp3kxlMIRNEg9Y/6YEh4nzRmYCUDuvhuERVjplhXUxOkJ5DlRBM669PuOfL3vYFWcMSwNg4/J6ck1GXLLC0+W9lxot71L/GDO1wHpUlI3kf6nK5EDGsf2TAVi2up6DIqzIKryyF8PuHR2tk7McNAZCROokRv1LF0A7cEheHNcflovU5Edc1IANgQ2dPj7VBQgOikGWBAZHWLjtH/aZ2RVxdpNGDinQp1mbC5+vqO+mdt6BHd5FiQXReBRNLTzsACS7ekOMzUifODviAaSe6w0JDhMHZTkRgBK/dqwvVTbu1moBdvrTZadFstylJfUm/YtJ7x0w6SUeO6kf3114EHenJfBcdCwLh+azdmRfLjyAyv/tJj1Hl2jPtKPCgyTAj80dLNlN5YSsqGF/zh0K239b2eu/DfERO5+rQq9237xZ3UTnXtSqO+wZ3NFa3HCYM+If9er9o4iPMHHH0YUIfgVlQQORksgat5fjVpTx9ppqGhSZUH8tZj0jMfqAsgmxGHSa/QkQUeZCJ2h+g7/1jF6wRVPTxRVEE1BVSuzmA+o8doUgCNw1qQhJFFi2uIbBDTKiTwadCKLAIdF2vujf5x9plrM7SKLACYO0mM+2XRvjpjW07bYZ1Q5/uqScKFpDMvEGHaP/5bHe/+HPw+8eTTMzM2ls7JlVbm5uJjMz8w8d1L7iySef5KKLLuK8886jsLCQl156CYvFwhtvvNHr9u+//z6XX345/fv3Jz8/n9deew1FUfjpp5+6bWc0GklISAj/REX9/x0ghIk6UZPhGggiIJMdmR3eRlVlystf5td5w5m/YAyeLVN4LNXHZbFePlhyDUF5z+bBx3UtZOesrGVijFaq8eJeVHU7AoTKLl7hqAPUB2h/cNLgFMYXxBPyhIhZ10a0TmK128uYxRto7h+FnK6R4Y/lpRJxgMmiHRa9puYCIra4MIoCc1rd/HeXTk0/b9CuqTkvEoAzkpwH3HnsiivH9SE50kxlo4eGmZWYt7gQOgLEKwIP56bwbEHaAZPF24GsWBsj+zhBhWKXtnh9q7p3A+/lFa2oQLlZO4dTD3D1zz8FVVXxeLZTV/cVW7c+w/oNt1O25Qmamn4mFNp7mX5RUgTZsVb8IYWBIe1+f6+mhZZg70pH2Dm++WM1RcnhMf+ebq97wlXj+miLibYgwZ9rtC7FARmdrHJ2opMP+2VjOcAWeueOyABg1ZIaBtrMeBWVB3tRBC3ZrhF1nV0qoFMTD/wy8n8Cqqrg8WyjoWE61dUfUlPzKa2ti1GUvZtuAxzbXyN9tq9sJM1koDkY4oPa5t1uv8OfTkrVSNMRkf9b6qy+yQ4uHpPNSQNTyLCa/vJxQlH8KMq+NfHYgbOGpwMwd0Utk51arPbg1ppe/Yg31bvoDMiYok1s8wcwCMIB6/N4ICEY7KC5eS7btk2ldN0NrF5zGZvLHu16tnY/1+zA5K44fNPKBrLMRtpCMu/t4bkKygprq9u1Comu++HfrPregRMHpTA2Nxa5I4BjdRtOncT6Th+3tTYTGJ2AYpTIsRj/8cYFveHsg9KRRIE1G5o5MUp7Zm7dVNXNrmH+lmZUAZpjNVnguUkHpppuBwalR3Hn0YUArFpRh352HYPLfcwdnMeH/bL/cV+63nDSIK3cf2VpA4dHaqTb7lTEK7qSEu6u63F8fBTS/8UN/4cu/G4KWlXVXgNQt9uNyWT6Qwe1LwgEAixbtoxbbrkl/JooiowfP54FCxbs0z48Hg/BYJDo6O6L01mzZhEXF0dUVBTjxo3j/vvvx+ncfVcmv9+P379zEdzR0bGfZ3NgI9xMQtAWT5KqZQWyI1JobV2I399IRcWruNyl3d4nopJrUsmlnJm/HsyI/i/icPTv9TPG5sUSZdHT6PIzUjDyPfB5fSs3ZSX02p662e2nqtWLqhdZ1/XdH/E/EMgJgsAjJxRz+NNtVG7vYIDZQEMfG1sCQXAYEIF7c5L/Ei8+WfbQ3r4Sv78OUTRgsfbBZs0NX/d9wXkjM3lnQTmL1jZwRv++vNHYyl2baxgbZSdSr+PnDfXI0UaazSI6AS5MOTA89naHCJOeV88ezNlvLKKm1QutXg4TY3ntqGIMuj+fTAgEmmlvX0Zb21I6OlYTCDYjSWZstkJiYw/DGT0WUdz7sH3msHTmlTWzaHENY47KZE6bmwe31vJKUUZ4G08gxJrqdtQoA82qgk0SOeJ/IMj+sxAMttPU9DPNLXNobvmVULClxzblgCgaSUo6lcyMKzAYep8nBEFgcv9knpixiY1rGykuiWSN28ubVU1MyexdGbuqUlsAlUkKyHD0/8D4Bl3lRZP7khJl5vlfyvCsa2OEJ4oXzhhErP3P9RdUVRWfr4r29hV0uFbj93clCsypREUdRFTkMERx70F+v9RIBqZFsryijeI2lRU6bX46PzmmW3no4m0tKFYdVYKCCJz0f+UrYfh8NTQ3z6a5eTYtrQuQ5Z4dFUXRSGLiSWSkX4LJtPtF8MS+idwxrZRN9S4uc2TxlK+J5ysaOCvJibEXE/sd6tQqswAyHPsv9dD6JxAItOB2r8flXofbtZ6OjtV4vOWAisEQS2zMoSQnn47dXrjH/fRLjaRfioNVVe2kNoUwigIL2jqZ1eLikN/46O2wZHD0cdCG1hU+8v98j3pAln20tS2hqXkWjU2z8Pu297pdRcXLGAyxZGRcTnLS6buNIQ7vm8Dt09ayqd7FlY4sHvf6ebmykfOSY3ptDrGxzoU/pGCJMVETDGEWBQ5x/vuVQIIg8OTJ/Tj2+XlUVblIVVRMORFUGwFBYLjdwovFGX+6p9uu81Uw2IJOH0mEvS8WS/Y+J3ySIs0cWZzI16tqYFM7KSl6qnxBntpez+3ZSQRlhVkbG5CTLHQIKnEGHcf9C+xOzhmRQX6CnR/X1ZPhtHDykFSMf0GSX1VlOjvL6OhYRXv7SlrbFuHz1SBJFiIiiomNnUBiwmQkac8KxIwYK6NzYpi7uYnEej96k8AvLS5+bXX1qIxYXt6KahApE7S19oFaZfRPIRRy0dIyj9jYw/+/THzu9yhz/fXXA9pAdscdd2Cx7LxZZVlm0aJF9O/f/087wN2hqakJWZaJj+9edhYfH8+GDRv2aR833XQTSUlJjB8/PvzaxIkTOf7448nMzGTLli3ceuutHHHEESxYsABpN4bQDz30EPfcc8/vP5kDHCFVGzzULsJGCblI1ivYah9meVenmt9CFK2oahBV1TLkBrmBpctOIjvrOtLTL+vxsOklkUn9knhnQTnrShsZnmNlYXsnr1U1cUcvWasdpSzObAc1QLHNTPrfZCKvqiqy7CYQaCIQaO76t4lAsAU55CYku5EkC2ZzOs7oUVgs+6cwddqMvHr2IM54bREr1jehrm9CH20gIc7KRycOIPtPaAOvKCE83m10ujfS3rGK9raluNylqGr3MgejMZ7EhBNISzsfvX7vk3lmjJVD8+P4aUMDbOkgM97ANm+AS0rLeTIziaVVbYSGa+TcuckxpP7JZZbBYDstLb/S3DK3i3A0YrFk4oweTWTk0H1alP8WhUkRzLhuLD9taCDSrOeQ/DikP0GxsENV0t6+nLb2ZbS3L8Pj2drrti5XKbW1n2I2p5GVeR3x8ZP2OGGNL4wnzm6kweXnPEXPXDTz/ktTOsPGx4u3tRCUVfTZEQTQjLr/KiVTINCMP9AIqorRGIte7zwgJ9xAoJ31FW/T0DAdwbcZgd7L6RQVdtwCiuKnquptamu/IC/3ThITj+/1Pcf0T+KJGZuYX9bEXYdmcpPby+vVjVyWFtfje6/v8FHd5oUoAy2yTIROZMzf2HBFVVUUJYAsu5HlTkKhTmS5E1nxoci+8PhmNif/rv2LosAVh/Th/JGZuHxBYu3GP+V+CAZbcbk34HZvoKN9JW3tS/H7ey/7Li9/CaMxgfT0S/a4eN2B80ZmsrxiBT8tquTE43P5tL6VO8qq+WZgDqIgsL2pk+o2L0rfSAAmxET0mmT6o5BlP52ezfj99QgImEzJWCwZiOKB1URFVVXa2leyrfpTWlvnQqBmr+9RFD/V1e9RW/sZ2VlTSE09B0HoGXc5zHoOLYjj+7V1uMvaSHDqqfUH+bSulTOTupPlgZBCaU0HikVHpRxCEv69Taf+SqiqSpO3kabWZXjdq/F3rsPfuRE5uPtmRIFAA9U1H1Jd8yGxMYeRm3vnHgnWM4ens+qz1Xy7pJKzJ+fyanUTD26tZWy0vZsyfUVFGyrQHKk9k//n17QT7kA7y7a+S1Pjt9iDZUi7maNkFYIqGAUQBAgEGtm06R5qaj6lsPAx7Lb8Hu9xmPUckh/LD6X1eLd1EOfQUeMP8mV9W6/kwQ7VtyPLQSswzhnxtzXO2RmHtxAMthAMtmr/D7URCrlQZC86XQRWaw5RUcPR6/cv0eW0GXnz3CGc9fpiKmvcUOPGqBO465gizh+c/qccfyDQhLtzI27XOto7VtDevpxAoKcvoMWSTUrKmSQnnYoo7n1OOX9kBl+vquG7lbXcP3wIV5dV8VJlA5PjIumo99AeklFyNXL8irQ4zH9y3CfLftraFtPSMpdAsAVJsmC19sEZPQaLJeN373dYlpNhWbsXzfweBINttLevoL19Ge0dK+noWNNrEikUCtDSMpeWlrls2fI42dk3kJx0Sq/z0w6cNTyduZub+GFxFaefXMDbtc08sKWW7wbZwvFOZZdfoJphQwb62y3kW//4Gm93kGUviuJHkswHXMywK0Kyn7UVH1Fd8ykG/wZN+NPvA1Kdw/7pQ/vbsd9E3YoVKwBtkFmzZg0Gw85Bw2Aw0K9fP2644YY/7wj/Ijz88MN89NFHzJo1q5sC8NRTTw3/v7i4mJKSErKzs5k1axaHHnpor/u65ZZbwgQmaIq61NTUv+7g/2bs6PrKDqJO7uCMaD9KyIdOF0Uo1A4oOCIGEh9/NJFRw7BZc1EUP+UVr7Fl69Ndi1qFLVufwOPZRn7+Az0mnMkDknlnQTnTS+t4eMxQFrZ38k51E9emx2P/TeZkh9GwmqARxX9VlylVVWjvWEFz0yw6XGvweLYTCDSiKHv2z9sVkZFDycy4iujoEfv8ngFpUXx88UHcNm0Na6rbGRZh44lj+pG6HyRdR6CDedXz2N62DX2oiljBTaTQji5Yj99bHiZR9wS/v57t5S9QWfUO2VnXk5Jy1l4VduePyuSnDQ18sbSKly4bznmbK5nd6uKI1s34hsWiWvUkGfVM+RM89mTZR4drDW2tC2lumUN7+0roJXCtqHgVgyGGlOSzSEk5E70+cr8+J8pq4MRBKb/7OINKkJ8rfmZF9U/ovWtIoBGn6EbPnsuHFBVUQOpaw3i9FZSuu476+q/JL3gIo6H3kgW9JHLq0DSe/Wkzs5fWcNKYJD6pa+X2smr+OyAHnSgwr6wJxSzhj9Ym6z9b3ej319PQ8D31Dd/S3r6829+MhngckYNwRo/B6RyL0Rj3p372/kBVVRZs/4wt218kVqlAL6g9PCEUFSplK25DPhGRB2EyJlDRvoHW+i85xNaJJIAsu1i3/j+0ti4gP//+HkFQutMaVmW5trWTZjJQ4QvwUW0z5//mu9/hHWjPcuAHJsY4elUK/VEoSpC2tsU0N8/G7d6I11dBKOQiFHKjqnsvbTOb00lKPJmUlDPQ6fafSDQbJMyG/V/YyYrMvJp5zKqYSdC1jEShiRTJhVXoWd6tArujAP3+OjZtuofams8oKHgEu71gt585sW8CCREm6jp8DOgU+E4SWd7h4eVKjWz9aUMDillCTtLmpCvT/jzvSkUJ0Nw8h7r6/9LU9FOP+UcUTURFDSc2ZjxxcRP3KanyV2FN3SKWlz2N3bcSh7hzjlG1PgdhVAZEqkhBZynEL/sIuhYxyuJFL4Ki+Nhc9gDNzbPp2/fZXhfZpw5N4/u1dUxbXs2l5/bnvm21PFdezykJ0d1KP0tr2vGHFAw5WkJiTJT9L2nCpChBGptm0Nw8h87OTQQDrciKVn0gIIEgIggSQvhfHQIiCBJmcxrR0SNJiJ/0u56jP4IldUuYtuEt9B1z6GvyEqXrWYq6KxQVKgMCXgWyjSp6UXvGGptm0NI6n4KCh4mPO7LX907ql8T9366nssXL4KDEB13+X183tnHsLh50y8pbUaKNuAVw6CQO/ZM712ok8lLq6qbR0b4Cr68aRfEiSTYMBidmUwpmS3pXMiINizkdkykVSfrnFrabmkv5Yc3dxAdW4tQpRPayTYcsUU0CHmM+VnsxUSYn6+sXEOH+gYEWLQnrdq9j6dITKCh4mIT4ST32cfzAFH4oreer5dWcf0YxD2+v4/mKBk5KiOph87GDUG2N1APqX+b7qCgBWlrm0dLyKy73OrzeSoLB5n0ulRcEAwkJx5CZcQVmc9o+f25OvJ2vrxrFm/O2UdPm5Zj+SYzL379xfVv7NubXzKfOtZWIUCUxghs7bUiBWhS5Z/XVb8dJAI9nC5s23UNlxZvk599PdPTIPX7mgLQoBqRFsqKija1rmzg8JYIfmjo4ddVWCttkgv2dKAaJPhYj5/wJZa+aNchWWlrn09w8m9bWhShK712d7fa+pKaeR3zcUb8rcf5HoKgKc6rmsKRiGgbPKpKERqLFPXefDijQGBKwiSqOrmkjFGpn48Y7qK/7L0V9n8Zk7H0tc2hBPMmRZqrbvOR2KFgkkRUuD181tDG5S8U4f0uTFuNnaOP+qX+ymk5VVdraFlFT+2lXBdzOxKXREI/Nno8jYiAOxwDs9mL0+n+2S3idq4If19xBROcC7JLMrvWZZXUz/4+o2xf88ssvAJx33nk888wzRET8Mxc1JiYGSZKor6/v9np9fT0JCXsmAB5//HEefvhhZs6cSUlJyR63zcrKIiYmhrKyst0SdUajEaPxwGWm/yhkpYv46Foo2ugkyaAiSVYSEiZRVfUOdnsxgwZ90k0VIUlmsjKvopMIarfeiySAikBt3RcEgq2UFD/fbTE7IDWSzBgr25o6cVW4yLEY2ezx825NM5endV/Ir6pqQ9UL1He9/c/2p1OUILW1n1Ne/jJeX+/NUWRVQBb0IOgQVBWBIDp2+oAoWhhOW9tiVqw8i/j4SeTm3InBsG8DcXGKg/9eOQpZUfdLwRWUg7y0+iU+W/cWwy1uhtlkHJIWfIe6fsLHj4gOOawOCqpQ6pUIqALF5hBmUQscZNnNps330tA4naLCJ/aYNR+R7WRwehRLy1v5fPZ23jm8DxeWbqchJINNjxWBN/pmErWXsoGfK37mg/UfUNq8hjR9gGKblVxrBHFGE2YhgN9fT7CXcsTeoKgQCDSxddtTlFe8SnrahaSmnodOZ9un9/8RLKxdyDMLbmGQoZpBZpld+RZlR3OWXS6vrMLWgAm/pR/xsYfjl/1sr3yb4cY6dIK2KGpq/pklS46luO/zuy0nP21oKs//UsbibS28NiGH76V2lnd4eLq8nhsyE5i7uYlQnwhUAQ6OslO4BxLYG/KypG4JdZ11RJuiGRA3AKd5Z2ZTVRVkuRO/v5GWlrk0NP5AW9titKNll+20f/2BehoavqOh4TsA7PYinM5DiHEeQkRE8R6zlH8m1tXPZ/7qa0kXm0kS6MHoyJIDu/MICjIv5DBrT2Vss/dqHpt7MaPFlZi6rmtt3Rd4fdWUFL/UI+g5bWgayyva+HhJJZeeVsytZdW8WNnImUnObqVFO7wDO7sMuo/5k43UZdlLdc1HVFS8tlvFWRiCDkEwhq+JigpqEFXx4/WWs2XrY1RUvk5On1tJSJj8lyslN7Zs5K55txEXXMsh9iARv4n1QypI7FzsCIBHgdVeIz5TEWZjDL6OpQwztWAStTnJ5S5l6bITyM+7f7eKSL0kctZB6Tz2w0Y+X1DOHcfnc/Pmah7YWkO+1cSM9fWECiNRBYExUTYG76GJRFAOMqd6DhtaNiAKIrlRuRyUeBAmSUKWfYRCHQSDrXg822ltW0RDw3RCobbw+3ddzCkqoPhobp5Fc/MsNm66m+joUcTHHU1s7GF/yxgHUNG+hWlLLqUPW0kRAbH7cQoC+EUHov0gMpJPZmzcSHS7qBjb/e08NX8KxcFf0IRUAi2tv7Jk6XH07/dGDyXG6D4xpEabqWzx4mj049TrKPcFeK+2mfN26WC4dLv2LCldBOpJf7IPZzDYSnX1x1RVv7v3Z2k3cLvX0dg4nbKyh0lLvYD09EuQpL/WQqbd3859827F4prJGFuIHbdJb0SBTxFoUKPwmfKJih5LibM/RsnIz9v/i9DwDkXmUFec0MnatVfhSi8lO+uGHmOBSS9x8uAUXp27jWmLK7n04FSe2F7Po1vrOComEp0oUN3mZVtTJ8oA7TodFx+11ySFoiqI+2DREQq5qKv7L1XV79HZuamXv7cTCrVryvYeoYWA0RiP2ZyOxZJBjHMcTueYfVI4/REE5SCvL55CZMd3FOpV0P3mGok2omKPJCvlVBwRJT3H34LTWV6/nM8XXcA4m0YMKYqP0tJrCfgbSEu7oNvm4/Ljwmr85HYZuySyyePrQaZCV8lehJ52QcUsihwW8+euB0MhF5VV71BR8Ua38W9XKAgo6EHQAwKqGkIgiISMAKhIoAaorf2M+vqvyUi/nPT0S/fJQgQg1m7kxok91Yd7Q5O3iQcWPsDGuh841B6i2CyHE67acWvX0a8K6AQV3S7jZGVAYHvQjkXw0s8cDMd9Xl8FK1aeTUrKOfTJvmmPxPEVB/fhwneW8sa8bXx5zSiqfUHWur3MsQJWIyZBYGpB+h4bfwTlIJ9v/pzvt31PtbuSbJNE/4go+ticxJusKKFWAv5GfP4agsHu1VW9jSMq4HKtZd26KWzZ8jgZGZeTlHjiX/4MAaxpXMNzC2+gRNzKQLOiBQld2LVCYsfvW4MmOk39SU0+ipKoQpo9Tcze+AxDpHVYuuKGtvYlLF48ieK+U4mK6kkgSaLAGcPTeHT6RqYtquSKo/vw2PY6bttczeiuhNH8Lc0ocSb8RpEIncgJeyhDVlWV8o5yWv2tJFmTiLfunjT2equpr/+KmtpP8Xp7X8P6A/X4m+tpbp4dfs1kSsVuL8RuLyLCXozd3nef16x/BCE5xCfLpmBp/5ZkSQviut1D+lhyYof+5cdxIEJQe3Ny3Q+sW7eOiooKAoHumY1jjjnmDx3YvmDYsGEMHTqU5557DgBFUUhLS+PKK6/k5ptv7vU9jz76KA888AA//PADw4cP3+tnVFVVkZaWxrRp0/b5nDo6OnA4HLS3t/9jROafiZtmPM93NS+hk4ZSm3wVuYFZ3KV/joT4yTS3zCUYbCaj+lhMK0C0WrEMGYJ9wgTEXZSK7y28hETPTAAEQY+qBomJGU9x36ndsiqvztnKA9+tpzAxgrNOKuS6jZUkGPQsGF4Qlmerqsqg+2fSEKkj1DeKAquJX4b2PpE2eBpY0aCpQPvF9iPBumcSV1GC1NVNY9v25/H5KrXXfjOI7w0+RevSYuia/2RVRBJUQMVoTKBv0TNERg7e9x3uBzqDnVzx0+Xo3YuZHBkIkwcKAooqoBN6L5OoDOhoNeSTmnQ8I1MmEGOJYebWaZRvvpscow9FBUk0oKoB9Pooioqexhk9arfHsba6nUlTf0VV4Z5jiqj2BnhhYw02g8SPpw4hzbb7RUhICXHX/Lv4bstXjLaHGGsLEbmnLL9oJYgOSW5HFLTrtdZnQGctxKh6iQttwi6pKCoIugiEriymXh9NRvqlJCef8Zctit5f9y4rNj7AYRHBcCDWm8LHj5FOKQGdtYSCtDPIix3cLeAOykGeW3Adeb7vtWsqGEH1IwgGCgseJiHh2F4/f8onq/h8eRXj8uM4amI2V6zXJuwrE5y89MsWQgWRCMD0wbn0s/fuufFT+U/cv+h+mryNZBgUCkwyqQZINluJ1BuQVD+hkJvelIx7enZcig6HKQ7lNyVxen00TucYYpyHEB09er9LVvYV3655mFDda9ik395bIjEx40hOOhWnc8xeSUO/7Ofun07nYGklOmHn+GazFTBwwHvd1JvegMywB2fS4QvxyrmDmdLcSGMgxL19krg4dWcy4sQX57PI7SE4OAaHTmLNyKJePYKavE38XPEzrb5WMh2ZjEoehUW/e++UUMhFVfUHVFS8TjComYTv7/jWA6IZurLnMTHjKSx4ZL8Vq/uK+dXzefTXKzklsoM4vXbdVAQEeo4PXtWAS3Ci2IeQl3Iy/eIGo5e0uSaoBHlrxcM4mt/GqVOR0SN1qVtTUs4hN+e2Xq97S2eAEQ//hC+o8MLpA/haCvBlQxsSoHhDqGYdRkFg5pA8cqy9jymlzaXcPOdmtndsI9+k0M8cIsOoEKNT0e/hOqiCAZRAOHD1KWAQdl47jyJiNcagBnc2YRJFI07nISTET8LpPPgvG+dmbXqVxu2PEq3TxoBdxzidLpKE+EkkJEwmIqLfHolcRVV45NdrKfJ9i1UCQTShKj4MhjgGDHgHmzWn2/bP/1LGYz9sZEBaJMccm8ctm6qI1kssGFYQ9o+6+J2lfF/bSnBoLFZJZM3Ivr2W+Nd11jGtbBrb2rcRbYpmVPIoDko6aLcEkMtVSlX1+9TVfRVWOPa2ON0BnwIKEpIgIAlqmEgAkAUDetEUVtiYTWkUFT2BwzFwt9/VH0Gjp5HbZ57KYabyXhV0omgmMnIw0VEjiIoajt1etNtxcEX9cn5aehYDzL5uY0li4onk5z3QgxDZ3tTJIU/MQlXhsytHcvb2SlqCMjdkJHBDZgIfL6ngPz+sJzAiDgSBX4fl08fS8771y35eX/M608qmUdtZS4zZyaGJJRydfjBptngUNYiqhFDVEMFgG21tS2ho/CGs9NmT0tYli+gMsTgtiYiqH6+3stdyOKMxgazMa0lMPGG/vHz3FR2+Vt6dO4l8qbbHMTsiBpCWdiExMeP2iegoay3jvbnHMdrm6Uoia9c9K+t6MjOu6LbtEz9u5LmfyxjZx8nAQzN4bHsdGWYDc4cWhNWqLZ0BBt43g2BuBHKmnWPiIrt54O6K7e3bWd20GoNoYFD8IGIte1bvh0Iuqqrepbzi9TBB90fnqV3HeIdjEH2Lnt5jwvmPYEvbFq6ccQEjjLWMsO2avJcQdnnud0WnLFBJEtGxRzM6+3RS7Cl4Q14+XfMMuobXidcrXWsJbYyNiOhHcd/nMZkSez0GVVU5/dVFLNjazKg+MTx39iDOmbuBJZ1erAp8Oa6I4j10eq3vrOeqn69ie+s6xkUEGWYNEbGHUEgQ9MiiBTXUHiYkywM6vPp0zEoLqWIrogABRcCkt6J0PU8mUwqZGVeSkHDcPpOn+4uvy75kcemtjLEFEIXen31V0BM0pGGwlpCWdBJ9Yof2mKsUVeHFJXeS3P4hdglUwYiwIw4vfLRXhWqz289BD/9MIKTw9gVDuau1mQ2dPg5zRvBaUQYHPfQTtf2jUK06rk6L49bdNChZVr+M+xfeT1lbGUZBJduoUBwRw8CYPmQ5MhEBWfERCrno7NxEZ+fmnee2mxgJwC0L6AyxROgkAv7em104IgaQmHQSiQnH/SWkaltnBd8uOIEEUcuO7DqPRkYOIy31PGJixv1tCfy/A/vDE/1uom7btm1MnjyZNWvWIAhCuHPTjhtblvfc0vvPwMcff8w555zDyy+/zNChQ3n66af55JNP2LBhA/Hx8Zx99tkkJyfz0EMPAfDII49w55138sEHHzBy5E7psM1mw2az4Xa7ueeeezjhhBNISEhgy5Yt3HjjjbhcLtasWbPPqrn/NaLuhh+e5Ye6V9HpD6I28XJGhL7hCulN4uPOpL7hPXBLJN4sIii7qOliY0i47TYiJk4EtKBq6o8j6G9sI4QevSCgqgHi446mqOipcJDT2hlg+EM/4Q8pfHTpQVxRU0u1P8iNmQlc31UqubnexWFPzSE4PBbZYeC2rESuSu+eWZAVmRdWvcDra15HVmUEVGJ0cEhiCSfkHE+CNQlJMiNJFiTJTCDQQmvrAqprPg4TdKGuTBeAjITOlI5BH40qSAQVmYAiE5CDeFSJTiESkzkdm7UPNmM8QSXAxppviXT/SIpBQVbBaIghFGxCECSysqaQnnbRnxrchZQQV8y4iNzgPPpbdjx/Ir8lUETRhGiIwy9Ggymd+NiJFCYegr4XGXqVq4Iv5h1LkaEDRdVM2P2+SkAgK/MaMjKu2O05PPvTZp6c0T1r/cgJxZwyZPelB6qqctuvt7G08ivOc/rDi3FBMKCIZnxyEG/Ij6LKqIBZBNsuY/c6nwlz/OmcWHQFkaZIAOo6tvPN4jPJFLVJKKBPx6EDr7cc0ILtjIwrSEo86U+V4n+y4UO2bb6LwdaeY6HJlEp01EE4HIOIjByE2ZyxVyWSqqo8Ne8KCv0/oBdAb0wh6K8CoE/2TaSlXdRjH9uaOjn0iVkoKnx5+Qi+8HfyalV3D5Q9BQdfbv6SO+ffSZZR5uRolQTdnktNRNGIyZxNi6cCk6oFYpUBCX3McYzLOR+vt5I1217D5FkSJi5dQiw5yUcj+2tpafm124JIECTiYo8gK+u6P+RtsisUxc/Xi8/D5lkE7AwKRNFMcvKppKWev98BfLu/nYdmHMlhljpUQK9zEAq1Y7cXM3DAu93K2e75upQ3523nsMJ4Dh6fyZSNlTh0EvOHFeA06PAFZUru+RF330iUeDPnJ8fwYG7PsuvPNn3Gw4sfxi/70aGSaVRINRkYnTiIQQnD0eusSKIRUTQRDLXT0bGKxsYfCIVcAIRUMUzcB9GjN2eil2wEQy6CoQ5k2QeqH68C7SGFDkXEJetwqRKqKpCsc9PXFEIUIChYMRBAVYOYjEn07fssDseA33mFese65nU8O/tUjnN0dt07ml4CQJKsREYOISKiPxH2vtjtRftUTv3x2hfQ1TxJpE5FlaIQZE0VEBt7OEWFT/ZKbD05YxPP/rSZ1Ggz314zmlu31PBZvfY+UVF5q18WE2J6J5fXNq3lwh8vxCl0cFq0QqK+9/LikCogSHZMpniCqg6vpwyzoG27MWAlPeNKxuecQyjUwdz1jxFomoZV1MYZlxBLn4RDcbUv7uZ5KUlWYmMOIyXlrN2qcPcXqqry/cop6Fq+0hTzuwTYUVEHkZpyDk7n2P0K7kNKiDtmnsIh0kokAfSGWIKBRvT6aAYMeLebt1aDy8eIh34mpKh8cfkIrqmtY7PHH35mZEVl8P0zqM+zo8SZOTvJyaN5PW1JZpbP5PZ5t9MZ7MQhKRSZZFINCvFGKzlR2TgtSegkTSEZkt24XKXh+QO6xwoewY7FkosoqPj9dSjBJozsW4leAAMWvZVQsFWLEzKvJz394j81TnAH3Dw84wjGmGq6KXxAIDb2cJKSTiI66qD98i9aXr+UeUvPoNAcQhZMSGoAUIiNPZy+RU/3uP5XfbiCr1fVcFRJIuPGZXDF+gpE4K3iTL78YQvTTEHUaCNHxTp4vW9PJXNHoIOLfryIdc3ryDDIjLGFKDTL4cTkniDoIgkG29AJWllbu7GANOdw5FAbbW2LMAVruhFCIVVElRzoDU5MegdmvQ1RkOjoWBVOdkRGDqOw4FHM5t9vj/FbtHuq+Xre0SRKHd2eq4iIAfTJvpHIyCH7rV7+tWouq1ZfQL5JRhUtCF2l2Tl9biMt7fzwdlWtHkY/+guqCt9eN4ZTNpfTFAzxYE5y2KZh5rp6Lnh3KfIhiYT0Im/0zeDI35S+ekNeHlz0INPKpgFag7lUg8DYxP4ck3UksbY0dDo7oqgptn2+apqb51Bb9wWhkEZah1TCsUIII0ZLJjpdBLIq4FcU/EoQrxzEEwoQFCxIhngMpiSMxmS8IS+Vdf+lr1CGTYIAesySHln2oNNFUlT4ODExh+znldkz6jrruPL7kzjBXhuOX38LSbJiNqWgMyUT1MVhsvUlO+EI7MbIXrf/tXw6W9ZfTYpBJogRs85AKORCr3dSXPw8UZFDen1fWYOLSc/NwxuU6ZscwYZaFyFFZerpAzi6ZPcxTpuvjbO+PwtLYAtnOoNYxK41hGDAjxFX0I9PCSKroKgCRlElXq+Gx5PKgA456mgml9warrxYUv4lZRtvI07nR1FBZ+2HLlRDIKB5YJrN6WRmXEVCwjF/KiHz9ebPKN90KwXm7nG4IEg4HIOIjh5FVNRwIuzF+zRPqarKswtuoI9nGiYRdIYkQl3J5pw+t/ZQqALc+dVa3llQzpCMKG47vR+TV5ThU1T6m4ysrm5HcZqIM+j4dVgBEb00yJhZPpP/zP4PNjHAEQ6FQZZgeL7ZEyRjCj5fNXpBJaRClZBFYerJ2PQGKutnILgXYeiKAQOqQMjcl7y4UUiiDq9nGx2utXi928P7M5vSyM29g5iYcXv97H1FU8sCFq64ALPg7xE/ZGVe+5eJWv5p/C1E3aRJk5Akiddee43MzEwWL15Mc3MzU6ZM4fHHH2f06NG/6+D3F1OnTuWxxx6jrq6O/v378+yzzzJsmCZBPfjgg8nIyOCtt94CICMjg/Ly8h77uOuuu7j77rvxer1MnjyZFStW0NbWRlJSEhMmTOC+++7r0bRiT/hfI+qunf4UP9W/gWQYSV3CpUxWPuIk4VNamlOJdlZSVVkIK7KZWFyC0NZK+7ffEqrRSJHo884j7oYpCJLEguq5bFhzPmkGBcmYhhKoRVWDpKVdRE6fnQrIGz5dxWfLqjhuQDJjD07n0nXlmEWBOcMKSDUZeHv+du74ZROBEXHoBFgxoohYw06CRVVVHlz0IB9t/AirqHJSbAS5+mYswt7b0wOIUgQdwU5sooysgi3+DIYV3LzXLj+9YUPTWmYuOZ0CYyeyClFRw+loWwiA03kIRYWP/Wl+QlOXPoax8RWyjN2JObM5g8SEyURGDsNq7YNeH7VfAV5lRwWf/XoUJSYPIVUkIfZQmppmANqCtrDgMXS6nmVeqqry9MzNvDR7CyqaFP/qQ/vs8bM/2/QZH6+4k/OdfgyiNpn+tsHFbxFSBeqIIyLuOCYWXIlZ17OEM6SEeGveOaQFFiIJ0CnG0y/zfCqr3sLflUUym9PIzv4PcbFH/OHyvUXVv7Jw5QX0NYe6Ze+0xhwXYLXm/q7PCMpB7p95DGP0GgEaGTWKttZfAUhNOZecnNt6LOp2qOoKEyOYdsUI3qhu4r51VcjApEg7Lw/P6eE9A7C6cTXnTj+bCXYvh0Voz44g6DGZEgmpEs1+F/XeVjyyilcVUAQDKUaBNJ0W/PsU2CQWctKQ50mxdydnGzo2893yq0iUN4eDcFkXR0bS8VjNaXg8W2lqnoXHU9b1uQays64lLe3CPxTEeTzbmLPsLPTB7pnDuLgjycm5bbdeIwCByko6Fy4kVFuHYNBjKizEetBBCHpt7CltLuWr+ScwzBpEEa0YRT3BUBuOiAEMGPBOePwoa3Ax/sk5CAL8eN0YLi2vptTt4/j4KJ4vSGPO5ibO+ng5gZGaomTW0Lwe5sI7CFSLqHJqXASF+uZuZfd7gs6QgMvXgFlUCChgSTiH0YU373emtCPQwbvL7iTZ/TV2CbyCgyijHZ+vCkHQkZ19A2mpF/wpJIM74ObO6YdxlK2h2+tmcwaZGVcSFzcRSfp9BszPL7qddNeHmEUw2voT6FyHqgZwOAbTr+TlHurATn+IcU/Mor7Dz/EDk7lhQh6HvjIftw4ePDiXswb27k/b7m/nxK9PJFeoZHJkCFFQEQQ9en0UiuInJAcIqiH8chAZbQFkFdWwMrslJOByHMNpgx7oMcZ1eBv4csnFxAfXoO9SFZuixpOTfAxuVyn1Dd/g81WHt4+PO5rc3Dsw7Mbjcl8QCrmZvex86FwGEFbpWK255Ofdt9cAO1BVTWDbVhSvF0NaGsa8vPCY2Oxt5vGZhzPe2oqCgM2ShcezBb3eyeBBH3dr0HT9xyv5YkU1hxfFc9pRuZy6SiMn3y/JIqpTZvL7SwgMj0MA5vaizlpYu5DLZlyGSQhyTryVPrrm3aoPdoUgGBBN6Xg7N2MQwa1IJGbexJCs83uM7cGgm/LW5ZS3bqYj6MGryARViSAiISVAS8t8MkMriNNrCypHRH86XSsBiI4aSWHhExiNf9xDVFVVXpx1DHnqum6vR0WNIDfndmy2vN+972mbPsSz7Q7i9SqiMQ21K76LjZ1A36JnuyXBNtR1MPHpuQgC/HDtGF5sbeXD2hYkQPWEUCyaMnXusHzSftMkTFZkLp5xMSvrF3GGE/qZd3pMyUi0hRT8CsgI2A2RxFkTsRmiQB9HedOv2BVtDKkOmSkpeor+yYd127/X38ycTS9RXvcNcTRg3810E8KEM/og3O2LkGUPkmQlL/eeP6X83+XayKwlJ2LBE168SpKN3Jzb96jeC7W24lu9Gu+q1chtbUiRkVhHjcQ8YED4mKYufYT4lleJ1qmYrQV4O9cDUFj4BIkJk8P7Ou/NxfyysZEzh6eRPSSRWzZVEaETmT00n0SjgQe+XcdLZXUES6JJMOhZclBhN2/IkBLi2l+uZXbVbGJ1KqfERZAuNqLfTVXHbyHoYvAFmjCK4FEkMvvcSlH6Wfs9/6uqyreb3qV9+30k6BV8mHBa0+ns3AhAetolZGVd/6eouWRF5oYZp3KIuByrBDuTSQIxMeOIj59EZOQQjIb4/b5Hftr2FfWbphCvVwlKTiJNTjo7NyEIOvJy7yY5+bRe3zd9bS1Xf7iSgKx978cNSObJk3evbFZVlWt/uRah7QcmRWrJoR1VAntDdciCLvpojux7UzhRvitaOuv4dMEJ9BE1i4CQMYecxCOpqn43bGNjsWSTlXk1cXFH/uHYYXnNHFatvoA0gxKOwwVBIiXlHNLSLthjvLcnhJQQ9808njG6UgAio0bQ1jofgMzMa8jMuKrb91vX7mPMY78QCCm8ee4QfE4Dl5SWE+iiX0QVPhmQ3aMbLMCm1k2c9s1pFJs8nOZUwnGeTh9Dp2qkvLMJjxwiqGpjRLIjB6vOTLCzlKiu+v2aoJ7EzFsYn3tOt30Hgh38XPoQbY3TiJW6J5MUKRpbRAnxkQOQQx3U1X8VbnSSmHgSuTm3/yFbDVVVqah4jc1bHkFADStmDYZYcnPvIi524gHZcO7Pwt9C1MXExPDzzz9TUlKCw+Fg8eLF5OXl8fPPPzNlypRw04n/H/G/RtRd9d3jzGp8G8E4mob4izlLfYPxoR9QVRG9PsCqFRPocMWTlZXF6aefjqgoNE19nuZXXgEg8qQTSbj3XgRB4L45VzMo8C1GEeLiJtHQ8DUAubl3k5pyFgCrq9o4Zuo8dKLAz1PGck1FDQvaOhkSYeWLAX248v3lfG0MosSaOD4+ihcKu3dg+nH7j0yZPYUik8yF8VI4aygIRtoUHR1BDzoBLJKOSL0FkSCSZMVuL8Stmmhv+gFTV+CdW/AEBck95cz7g8qO7Xw172gKjF4CqkRO5uVUVryMogS61CfP/WGFw9bWjcxYeDR9jDsnJL0+uss36tg/POGtbVjJ3KWnkGsKERTM5GddxdatT6OqAWy2fEqKX95tNjkQUlBR99pKvcHTwPXfTeCsKFeYvIEuJUjsBCIi+mEwOBFFI6JgQBT1SJIVmy13n7L/qqry/vLbiWz9CLMIAYwMKH6OoK+KbdufD2fHo6NGkpd3z353692Bdm8Dn84+hEyDL3wtDIY4+vZ9dreZz27HqSj4Vq/GPX8+qs+PMacPtkPGIdk0MrTJ28QLPx3GSEsHCiJpKWdRVfU2AHFxR1FU+ES3RVGjy8/4J2fT7g1ywsAUzAaR9xZWEB9hZO6N4zDoet4bQSXIyV+fxBBhHcNsu1dn9gZFhe1yFAW5dzAqo/eS3B1YWPE980tvp9DQ1r3sT+ckMW4ikY5+1Nd/TUvLXAAcjsEUFT65391GVVWlru4LSjfcjqAGwll6QdB3Bbmn9nxPMIhn2XLcs2fjnj2bwNaeHXn1KSkk3H03tlGaQvv11S9irn2CeL2KNWIwfs9mQqF2YpzjKC5+MbwYuOCtJfy0oYGTBqVwyoQ+HLtiM7IK9+ckU72igZd9LpQYExOcEbxTktXtM8s7yjnhvyeQLHm4LEGHXu3UjkUfg1eKprStipDsRy9AsjWONHsiJr0DiyWLyo5yQm0z0QnQIuspKppKYdJ4/gimrXsZtfpRIiQI6JJIjiqmsfEHAJzOgykseOwPe5xM/fV88vyzd1G6CGRkXEFmxpX7pIJVVZXAtm0Etm5FcjoxFxcj6LRrEVJC3PPTSYwRVyMKkJh0Fo0N0wiFXFgsfRjQ/80eCstfNzdx1huL2DV6Kk528NUVIxF3U59126+34Wv8nCMdOxY8OxWBe4JL0dFmGsDBRfeQEbVnImXutmms3nAH+UZP+DWTNZ+0pNOwWNKor/+a2rovARW93klhwSO/S1Hidm9k6aqLkP3VyKpWSSGiEhNzKH2LnuvVO0nxeOhctIjOuXNxz5tHsLy7b44hI4O4G2/EPk47nnnV81i84jxKLDKCPgGrMQq3ez0mUzKDBn4cLvnaobAHmHHdGN5ob+fN6ibMosjQoMgcvw/VouPkhCieLegeK7gCLiZ/NRlTqJYr4sGI1ozEYslCb0xhs6uelc1b8atgEHX0j+tPnrMYvd7JpqpPiQppiYQa2c6hQz4iKXL/vax2YEXdIhauuIBco5eQCsnJZ9NY9wmK4kOvj6aw8DFinAf/7v2rqsr05VdiaJ++y6siOTm3kppyzh5jBNnlwrduPZ7Fi/EsX4bicqNPSSFi4kTsEw5DEEVUVeXeOZczJPgjRhFi4o6huXE6qhogLu5Iigqf6kaGXPruMqaX1nFQlpO3LxjKjZuq+KhOW1gKsso7/bM4rBdl6nvr3uPFZQ9xWVyQRL0MCBgMsciyF1l2gaDDr0q0BgN0ygJuRcAmCWQaNPVvSIUK/QBOH/4mVsOeG3dsbtnE4spv2Nq8HI+vhlCgGavgo8gsE72jZNjSF4fOQHuH1jApPn4S+Xn3/e6mII2NM1m59ipENRBevFqtuZQUv9hDVa54vXiWLqVz/gI658/Hv3Fjr/u0DBtG0kMPok9KIigHuWH6JI42bUYUNLuCpqaZCIKOkpKXw/fYgi3NnPbqQgw6kVk3HswFmypZ4fIwNsrOeyVZHPnsXNb2saBaddycmcC1v2kO9vqa13l6+dOMtascFxWCLqJHkOw0BVXagx5MgopNp8OhtyAJKkZjPHZ7XypdVUjuJYgCNCk2xg39hNiI308iA8ze/g21G68lVq/iE6LJSpxATc1HgBZX9O37zO8mbnbgozVTMdQ9hWOXUDciYgD5efftsVHRb6F2+YILv7G7eGfVU9gapuKQQDTnE2PLpKHxewBSU88np8/NvRKZZQ1uZqyrJ91pYWJRwm7nKIDvtn7HjJXXc3Rkd2JOkmxER4/EYslEJ9kQRQOCqEdARxCJyMjBRNmy93puATnAi7+eTW5wCQYRgqKNgYWP4/Fsobzi1XCps9WaS27O7XttnLE71LStYe7iE4nR7UyWG42JlBS/SERE8R7fq6oqgbIyXLNm4V21ChQVU0EBkSccjz5JiwWavE08O3M8Y60uFERSk0+nuvo9QCN/s7P/041oevC79bwyZyvJkWamXzua1e0eTv1hLQrwxNBsTs3vee/Jiswp35xCSmhtmDQVRfNuG3X8FgEFtkt9OXn4qzjNu68wCMgBvil9mg2VH5IquUjQqz3KzA32wcTac6iu+QhQMZvTKCp6GkdEv306ll0RDHawfsNNNDb+qJ2nqjXMczgGUdz3+R5JKdnlonP+AiIOn7Dfn3Wg4m8h6qKioli+fDmZmZlkZ2fz2muvccghh7BlyxaKi4vxeDx738n/KP7XiLrLvn2EX5veA6XL8EMAAQAASURBVNNYGuMu5BL1OQZ7lmGxuBA8Amlpn/HJN98RCATo168fkydrGcX2//6XmptvAUXBedGFxE2ZQouvhXunH8qkiA5UdKSlnEll1VuASEnxi8TGaovGs15fxNzNTZw6JJVLj8xjwtKNdIQUDo2yM291Hb5UKxIwd1gBWZadiwJP0MNRXx5FlljHadGBLsIqCp3ORijkRZJMeDCxtLWOLd4AdUGBoriDKIlKQWifTbyqlb3WylYOHfoJiY7fH3jvirWNy1m07DQyDCH8go2hJc+xadPdeL3lCIKenD43k5Jyzu/KIKiqwvuzDiZRrQ5nXyPsJRQXv7Bb/4pu7w8Gcc+bR8d33+FZshTF5cKQno7j2GOIPPVUxK7Ozj9s/YraTVNINajIuhgGFD7Mhg03Ewg0oddH79ZQdV/x4Jwr6B+YjnGX2CQ56TSys/+zXz5lqiwTKK9ADQYwpKUhmrurT75a/xrt5Y+QbFBQVUhMOo0+WVdTXfMR5eUvoigBJMlCXt593TLM+4JgsJ3v5k3EpjSEr8XuFvu7Qna58CxahHv2bFy/zEJu6l6eKkVGEn/LzTiO1YivhTULWLTiHPqaZRTJQUH2dWza/ECX92PPxfIPpXVc9t6ycPMKgOdOG8Ckfr0f0/vr32fhuvuYHNU9WLPbi3BGj8HYdS6K4keRfQRDHlq8dYSkCJLjDicjZt9NX/2ynw9K32DltrfIlFrJM8lhFRGAJXI0KbHj2LL1CWTZjU5nJz//wd12FvwtAoFmNmy8I0weuWSwSxpJV1L8YjeiQna5cP/8M66ff6Fz3jwU9y6+RJKEZcAADH2yUb1e3HN/RW5pAUEg/uabiD7nHGRF5prvj2OSqRSdABnpl1NR+TqK4ic5+XTycrWExfKKVo5/YT46UeCXGw7miw4XD23TVH46v0zIKKEHfhqaT+5vvM4umXEJLS1zuTAmiE5QkCQbqqqgKDvmXBGfYGa7x0d9SKAlpCPdFkuq2EispHlplcuRHDX8M+Ltv4+M/i3eX/ko9saXsUogWkrok3I8ZWUPoigBjMYECgoe2aOn5Z6wZMsbtG5/IFxWIwgGSopf2CvBJLs78S5binvOXNyzZxOsqgr/TYqNIfbKq4g8+SQEQaDZ28xTMydwiLUNBYGi/IfZuu0p/P46TMYkBgx4pwdxP21FNbd+uQZPQCYrxsrb5w8lNbp31fX65vU8/vPxnO7snrWOjBxGYsJkbLZ8JMnKDjN0VZVR1RCSZMViydyveaHd385LC6egc83pbmAu6IiPm0RiwjFsLnsobKafmnoefbL/s8+ljrW1X7B+4+2oip9OWbMfEIXekwT+bdvonDMH95y5eJYsQd3Vy1inw5idjWgy4du8GbUrZnRedCGx112HIIrcP+8WCjo/JVKnEhN7NJ7OUjyebVgsfRg08MMwAXzJu0v5obSe8QVxTD1zEOet3cYvLa7wR8WKIrMOKuzR7fXRJY/ya9lbXB4X0Lo9i6bddnTvlKEpJKITVBK7FjKKCtvEfM4c9TEW/R9v2lHRvo1v508i1+gloOro3/cZKsqfw+3eAEBK8llkZV3/uzrzbSh7nOqKF8O/i6KJ4r5Tuz1HqqIQ2LYN/8aN+DZu0v7dtDFcIdEbzIMGkfz4Y+gTE3EH3Nz1wwSOtNajIpDT5ya2bHkCVQ0SH38MRYWPh4mEimYPhz01G39I4e5JhZw+LJ2xr8yjyh/kiv4p3HxIbo/PavW1ctwXE7jQ2UqiXmVfk0c7UC07yMi+mTFZJ+/ze3aFqqo0ehtZWruIJZse5SCDVj4cMOSSlzSR7eXPo6oyJlMKRUVPEukYtB/7Vti+/Xm2bnsGUAkqoBchIqI//fu9Hlb2yh0duGbMpGP6dDwLF6IGu8/RhsxMzP36oU9KJFBZheuHH1ADAaTISFJffw1zUREbWjbw3tzJHGIPgmgn1jmSxsbpiKKZQQM/ICKiBFVVOf7F+ayoaOOSMVkcPzaTiUs34lVUhtstLN7aghJrIlavY8HwAmy7JGJr3DUcO+0YxttcjO9S4xsMsYCELHciigZ8go017Y2U+4PUB0WyYwaRa3Vgcs8jVtTKXitI4dTRX2P+kzpRfrn+NZTKh4nUqSjGLPpmX8nGjXciy270+miKCp/E6fx91WBtnZX8OG88Tt1OZXtK8lnk5Ny2T8mkQFUVHd9+R8f06fg3b0YQBEx9+xJ15hlEHHlk2GLqobmX0S8wA5MI9qhDiInsx7ZtTwNalU7foqd/t9LJF/Jxy3eHcPQuynVB0JOZcQVpaRfsV1WRqqrIbW0IkoT0m3Wwqqq8svQuIlo+CJcHx8YeQVbmtTQ0fk9l5ethiw5N8XjdftnSuN0bmb34BEx4w2S3zZpH//5v96pMVlUVuaUF75o1dP46D/esWd3ihTD0euKuuZro889HEEV+Kp9J6drLKDIrCPoYMlPOYuu2p4AdXrd3hOduTyDEhKfmUNXqZWBaJKIgsLS8lYFpkXx+2Yhe5/gvN3/J1ytv5YzfxA2CoMdmy0Wvj0ZVgoRkN8FgB95AC4rixYcJjyGHouyrKU4cu8/fW0gJsaRuCfOrfqKpdSmqr4wUnZ88k6L5C2KmMOcmqipeweevQRB0ZGVeQ3r6JfusdG1tW8L69Tfi9VYgq1rixChCVORw+vV7I7xuUTweXDNm0PH9dDrnzUMNBsn6+r8Yc3L28gn/DvwtRN3o0aOZMmUKkydP5vTTT6e1tZXbb7+dV155hWXLlrF27drfdfD/C/hfI+ou/vpBFrR8iGI+hObY87lOfZhCz0Yslg6ivCUMPOpLysrKeP/991FVlUMPPTRc+tz22WfU3n4HAEmPPIzj2GP5ctMX1JTdRL5JwWQpJMrRl9raTxBFE4MGfkhERAnLyls44cUF6ESBGdePZasgc/7abfh3YRruzErk8t9407259k1mrHuU8507Tbf3F9vFPE4+6INufhFyWxuhpibUUAjRZEIwmUBRUAMBgg0NBKuqCdbWIDe3oHi96OLjsI0ejXngwPAAPHPrNBo336CVt+jiGTPkEzaXPURjo5bhjokZT37+Axj3sxxp4err6Wz6aidJFzGAAf3fDGd0lUCAUH09ikub+FRVRfV4CDY04F2+go7p05Gbm3vdt6FPNilPP42xTx8AXln+OJFNL+HUqYjGdIb0e5F162/E5VqLIOjIzb2LlOTT9+v4AdY1LGbtytNx7mJsnZ/3QK9Kp91Bdrlo++xzWt59J7ywEIxGIo48kthrrka/Szfo2RUzmb/qaoZaNQWFTh9LYf69WK15rN9wC21tmn9ZUuLJ5ObetU8m7P5AE4uWnkbQtzUcHJhNaQwa9BFGYzxqIIBn5Up8a0sJ1tQQqq8jWN9AqEH7Qdm54BBtNqyjRqGLjuqmPok+5xzibr4JQRB4ecXTWBumkqhXMVryyc26ltJ116AofqKjRlFS8mK3wGrGunoe/2EjnmCIS8dmc8aw9B7nAFoW75Kvx3GyrSq8yNfUNw/vtzeF7O7E/fNPeFevQZVDGPv0wX7YYejjemb3gnKQJXVLmF0xg/L66WRIzQyyaB2JQ1IUg/s+w9ZtT9DRsQrYcW3u2G3wKMs+qqrfZfv2FwiFOpBVaAgKJBrUbiSdqqp0/vorrR9+ROfcud0WPlJ0NLbRo7EdPBbryJHdAk6ls5P6hx+m7dPPAIi/9Vaizz6LjS0beWn2ZI52BEAwkptzK5s23Q2oZGf9h4yMS4GdyYgJhfG8fNYgHt1Wx9Pl9ZrGSlZ5riCNk5J3dtYFWNmwkutnnMF/4n3dyMyd2PPC1adAs3kkJw19GbNeI7BVVUVubUVubkYwGBBtNqSIiHBJL2gLeMXlQm5vR+nsRBcfjy56p0pOVVUenXspJYGZGESIcB5GftbVrC29Fo9nCwAJCZPJ6XMrBkP3c9oTmlvms2zF2V3NeAB0DOj/JtHRIwCNCPIsXoK/rAy5uRm5043c1obc2ESwvh528coV9HqMubkEq6qQ29sBsE+cSNLDDyGaTCypXcLsZWcywBJCES0M6f8G6zfcgsezDb3eyYD+b2G3F3Y7PpcvSHWbl+xYG/o9dM+7acYZHCIsRN+1iSTZKCx4hNjYw/eLhFM6O2n95FM8S5eiBgMY++QQMfFwzL10r19Qs4APS19B6VjAMGuIJIP2HSqCkb4Fj9LRsTysxLXbi+hb9MweVcR+f6PW+burU3NtUCBBpyIIWkl/QcFDCIKEf8sW2j7/AvfPPxPYvr3bPvTJyVjHjMY2ejSWoUORbNqCUnZ30jR1Ki1dNiVRp59O/B2aZ9y1303kFHstogD5efezbftU/P46IuwlDBjwHjqdlbIGFxOfnktIUXnlrEEcXBDHLSu28+H2RvRemdmTB5Dxm67WjZ5Gzv7vBC5zdnSVqWkQBAmbLR+D3klIduP1VoZ9lHZFvRJBfOqlHJp3Sfg1VZYJ1taiuN1Idju62FgEw/6VlG9oXs28JSeRYQgRECyMGfolVdXvUVX1rvYd6qPJyrpuv7olbt/+Ilu2Pr7LKxL9Sl4mJuYQlEBAWxB98y2epUvDccJvoUtMxDJgAJZhw9DFxuBduYrW998Pjwdpb76BMSuLJbVL+HnpGZo3qy6awtzbWb/+RlQ1RGLC8RQUPBJW7702dyv3f7seQYDsWBtlDW6iLHrm3HgIdlPPhfkzy57CVP8CfUw7xziDIZa01POIjh6NwRiHqgQIdnVNDgZb8fob6Qz5iY0+iDhHdyVNoKoa/8YNqCEZfXIypvy8sNJ2bwgqQV5ccA053h8wiCCbixmSfyvr1t/Y5XMskpR0Eulpl2Cx9D7X7oDXW8HGjXfR3KIpQ92y5r1rtfRh8ODP0OnsBCoqaH7zTdq/nIbq20km65ISsY4YgW3ECCzDh3cblwECFRVUX3sdvnXrEO120t97F1NeHo8tfpCEljdIMqhEOw9FVXy0ts5Dr3cyZPBnmM1pzFxXz4XvLMWoE5l5/Vg2KEEuWLs9XLKHqvJR/2wOju6+zrl3wb001HzAcVF7L5fsDQEFWuyHc/LgZ8INgFRVJdTYiNLRgRoKgSAiSCKIoqboDAYJtbYit7Qit7Uit7YiOZ3YRo9Gn7gzYf3CottIc2lVFYaIYQwsuJ+1pdfgdq8DBFJTzyU7a8p+WSmEQp38MG8CJrkuHIenpV1In+ybwwRbqKGBYFUViseD4vWi+gOoAT/B6mo6FyzEu4cqNOvYMSQ/9hhSRAS+kI9bfzyOw42b0AmQmHw2zsjBrFv/HxTFj82aR79+r/2uRhnvrXiQmObXw/OUTuegpOTlfaoE2QG5rY2W996n7bPPCNVpJa6GjAyiTj+NyFNOQdzF6/3TDe+xduP9jLIFNQWXYCQ780oSEk5k+/Znqa75EACHYyB9i57dJ+FBW9tSlq08DxRPuHJCS+y8j8EQoym7FyzAs3w5gfJyQjW1BCore4x7gl6PZfhwrCNHIOj0uGbMwLNIWxc4Jk8m8YH7ESSJe+fdQq77U2L1KhGOoSTEHcGmzfcAmtAgL+/e8Hi3pqqd015diNuvkbkmvcjnl42gKKmnECEgBzj7q/GcE1EdjvUEQU9G+qWkpp673w27AhUVdC5ciNLRgS4+AevwYehi92ynEFSCrG1ay7cbXiXd8yNJBpWAKlFS/DwtDf8NxwKRkcPIz7sfqzWr1/2oqkpHx0oqKt8Iv6ctpPm62iQtGTGg/9vodDaC1dU0v/kW7V991e2aGLKzSbjjDqzDf78Y5EDC30LU/fDDD3R2dnL88cdTVlbG0UcfzaZNm3A6nXz88ceMG/fnmQ3+2/C/RtRd8NV9LG77hJBlPK0x53Cbeic5gTL0Bj+FuY+RmHI8AIsXL+a777SH8NRTTyU/X1OjNT77LE0vvIhgNJL+/vuYigq54ofTOVK3GLMImZnX0dG+jOaWOV1BwueYzamc++ZiZm1sZHhWNB9eNJxVLi9nz9lAoz/IoVYL7x7et9sixxfyccKX47kksrZb4B0bO4H4+GOwmNOQFR9ez3Zc7g10ujfR7l5HMNhOAAMeXSrZGZcyME1TLcnuTto++pC2L77stextX2AeOJDEe+8JE11vrHiUyKZXcEgqkjmPUUM+o7b2UzaXPYSqBtHro8jLu3ef1UIVFa+zuezB8O8mUwpDh0xDks20f/kl7d98q0m3Q3v2r5KcTiKOPBL7+PHonNF0Ll5M0/MvIDc3I9rtpDz3HNbhw1BUhbtmXcaA0EwcEpisBQzu/yabN99PfcM3ACQnn0Fuzp377PmhKEE+nz2aaLUxLFHPzb2L1JSzUVWVYGUlwdo6ELSuwpIjEinSgWjVSkH9mzbT9vlntH/+BUqnVgYomEyIRmN4QS5YLCTeczeOSTvLmFc1ruLJORdxhK2F2F2yenm5d1Bd8zHbtj0HKNhtRRQXT8Vs3n0TDK+3ihUrz8Xr3UZA0Tr+6vXRDBn8BQY5mpY336T1vffCx9MbDOnpWEeNwjbuEKxDhoQXeGooRNNLL9M0dSqwcxGrqApTZpzNOHEhVgli4yaRknQyq9dcgix7cDgG07/fa/tdgvPz1i9p33JDuMOX0ZjMoIEf7JdRthoM0vrJJzRNfR65tbX7H0WRiKOOIvbKKzCk976AUVSFVY2r+Hj1YwxUFuPUqfixMHroFzTUf8X28pfQ5PfpZGZcQWzsBHQ6O4oSwuVaS0PjdGpqPg2XUdQFdbSFFPLNSjeSzrN8OXX33Y9//frwZxv6ZBMxYQK2gw/G1Ldvj/KTbuepqjQ9N5WmF14AIOnxx3EcfRRPLn0ca8PL9DEp2OwlJMYfw+ay+wEoKnyShIRj2VTv4shnNHLhmVP7c2z/ZE59fynzGtqZlObkhRP69/i8K2ZeyuDQTNIMO6ftuLgjSU09lwh7MYKgJxBsxuvZjsezlU7PFpo6NuAO+ZFMORRnnk9sl4pODYVoefttWj/5pEcZImjPjGS3o/p8yB0d8JtQwZiTQ/Q5Z+M4/ngEUcQX8nHbj8dyuLEMSYDE5DPJyfoPW7c9SVXVO2jlllFkZ00hKenkvWZg29uXs3T5maDuNBkuLHiMhITjcP/0E00vvIhv3bo97kOfkqItYg8ei3X4cESLBTUYpOXd92h48kkIhbAcNJzUF15ANJt5bdULSLVPkWZQ0JvSGNz/LdasvRK3ex06nZ1+Ja/tt7nx+oZlrFpxSniMEUUrgwd9iN1etM/7UDweWj/8kObXXu/5PAGW4cOJu/YazP379/jb1vatfLbxU5ZVfMbh1jbSjZqSOC3rJqLs2axffxPBYCuSZCU3504SE4/vVgYZCnVSVf0e5eUvEQppTYU2+EQKzRpZkpJ8Frm5dxKsqqb+oYdx//zzzg/X67EOGYx19BhsY8dgyNyzOrDt8y+ovf12UFViLr+c2Kuv4tfqX/luyQUcGhFCkOwMKHmZNWuvIBhsJTpqFP36vYooGnjo+/W8PHsrESYdz5w2gEe+38CGOhfnjsjg7mN6ftdPLnmE2OZXwwQmaOR/VtZ1PRqRyLIHj6ccr68CUTBgteZ2K79XOjtpnPo87dOmdb8+goAuLg59UlLXTyKoKorHixLwI0g69IkJWIYOwzyg/y5JPU29nmRQUXROxgz7ls7OTWzcdE+Y+DYaE0lPv5ikxJN2Syqoqsr28hfYuvVJ7Ty6Sozycu8hOfkMOr75hsanniZYs7PztmA2Y8rNxZiXhzEvF1NeHsbc3B6qGNB8Oysvu4xA2RakmBgyPvwAQ2oqTy95mISW14jVqziiDyE18QRK112DqsokJZ5Mfv4DCIJWLnvP1+t4a/52AAySyEtnDWRcfk9P6HZ/O49NH8kh9p1lXzEx4ykqfHy/5zjv2lIaHnkEz5Il3V4XbTZtvBg7FtuY0XtdyKqqyvMLrqKP93v0AkgRIxjZbyqbNt9LXd208HYR9hIckYOxWvtg0Ed1la/58flraWtbTGPjTFQ1gIxITUAl1aCi00czdPCXGHHS9OJLtLz5ZjiJZMzpo8Vrh0/EkLn3RlSy203lxZfgXb4cXUICGR9/TCDaykVfH865jlokAfLzHqKq+l3c7nWYzRkMHvQJen00p76ykEXbWjg0P47XzhnMWpeXE6evwRWQuTo7gZsP6r44b/A0cPU3h3KB0xMunxMEicTEk4iLOwKTMQlF8eLxluPp3EJnZxmtrnV4fXX4MBEy5TIo7ybSo7XkQ6ipieY33qTj668JNfYkzPcKSSLy+OOJu+lGJJsNWZG5b9ZZDFcXoRcgKu5YSvIfpGzLA1RXfwBo3qeFBY/s01ivKAGWrTyPjraF4QRtXNxR9C16hlBtLS1vv03H99O1ZOyeIAhYhg/DcdRRWA86CFVRaJ/2Fc2vvooaCGDok03aa6+hT0igrrOO+2ZM4vgIrVS8T/bNREYNZfXqiwkEmjAYYigpfnm/LHXc3lp+/HUsDknuOhwjgwa+h8MxMKyOUzo6tEReZCSC1H3+DtbX0/L2O7R99BHKbirqDH2ySXroYczFfcOvzamaw3MLb2SCtTnsr200pVBU+DjBQDPrN9zc1Thj74rH+obvKV03BVXx45HBImnN4oYM/gJ9yEbTSy/T+tFHvScjBAF9airWgw7COmokthEjwmsM0J71tk8+pe7ee0GWcRx7DIkPPYRH9nLpN5M4zV6OUYS01IuwWvuwfsPNgNotiQWwpdHNy7O3EAgpXDAqi+KU3quFvt78GR1bbyZBv6Nhlp3+/fY//vBv20bDI4/injWrx9+sI0cSffZZWEeP3mOcCzCnYgabSq8k0xgioEoMHfgRft9WNm26B1n2AAJO5xiio0ZhMiWhqjI+fy1u9wZaWxfg99eF97W8U0eGMUS0DqzWPAYN/AApaKDxuam0vvdeeJzTp6biOOYYIiYe/j+jpNuBv4Wo6w0tLS1ERe2fUf3/Iv7XiLrzpt3D0vbPCFgn0O48i0fUq0mhGlSBMWOWdStL/Oabb1i6dCkGg4ELLriA+Ph4VEWh6vIrcM+ahS4xkczPPqVCaufBmZM4LdqHisSQQR+zYeOduN3rsFiyGTzoU2o79Ex4eja+oMIlY7MYlhnN+W8tRRIFfplyMGnO7kqab7d8w7YN11HQtYAQBBPFfZ8mNra7WfC+oHP+fGpuu51Q7c6SD8nhAL0e1edD8fsRBAFBr0eKcWJITkGfnIQUE4NoNOHfsgXXzJmoXi+ixULS449hHzcOVVW5f85l9A/OwCKC2T6AoQPewuutZN36/+B2a4RBfNzR5OXdvcdGE3V1X1G67vrw74KgZ8jgzxFWNFN7x52E6ut3/s1o1I6/69kULRYkh0MzxB81CtvoUd0UNKAZE1ddeRXeZcsQjEZSX3oR60EH4Q15uXb6yRxpXIdNAnvEIAb2f5Oqqne7svYq0dGjKe773D4F0CtKb6Kl/rPwYjwx8UTyM++h5a23afvkk26LiG7Q6RAMhnDJFGiBgPPcc4mYNAnBYMC7YiUNjz6Kd+VKACJPPpn4W29BNGkKuW3t27ht7o2kh1ZziD2EJICkj2Fgv9cIhTpYW3otwWALOl0ERYVP9lpu53KVsnLVBQQCjXTKdJHEEgMHvINxq56aG28iWK0ZuUvR0ViGDMGQloYuIR59fDy6uDh0CQm9qsx2Rdvnn2vqVFUl5ooriL3qSpq8Tfzn+6M5zdGIJECfPrcQ6RjIylXnEwq5iLCX0L//m/ucfVOUIB//Mow4QSMUJcnGkMFfYjGk4l21Ct/Gjag+H1K0E31yEoaMDE010nVfqYqC++efaXjiSQLbtgGgT0vDfuihCAYDnsWLd2aOJQnHMcfgvOgijFm9K3lUVeXjda8hVz2qGUELFg4Z/j0+XyXrSqfgD+y4x0X0egehkAtV3UlKi/pYvmrykWt0k2dSNR+e4hdxRo2l4bHHwwoewWIh6qQTiTzxxP0OCFRVpf6hh2h9591wMoL8LM75+mjOtm/HLEJW5rWEQi4qKl9HEPT07/c60dEjefyHjUz9pQyDTuSwwni+Xa0ph368bix94rqXr1R2VPLCz+PDpUQgUJD/IElJ+1/G5du4kdpbbu1GdEkOB2owuNsgG7RxQzCbtZLfrtDBMmQIyc88jS46mhp3DQ/MmMTxjjYAMjKuJCvzWjpcq9mw4dZwCZ/NmkefnFt3Ww7b1r6MlSvPQ5Y7wyVgSUmnkhN7PbW33oZ79mxtQ50Oy+DBmAoK0CfEI9rsiBF29LGx6BKT0Mfv/pnqXLyYqksvQ/F4NLLupZfAoOf6meczWv2VSJ1KZNQoioueZvWaS2lvX4oomrT7xzlmn75nVVX4eNbBxKo7GjkIDOj/NlH2objn/op3xXJCDY0IBgP61FSM2VkYMjMxpKYi6PUEa2po/+/XtLz7blj1rE9PI+rU0xBtVjyLFtMxfXo4EWMbfyhx112HMbunV5Av5OPLzZ+xtewhhls1RU5S5k1kJk6idN31tLUtBrRFaozzYHS6CDo9W2hunoUsawmQdiLZ4HaFfSvT0y4mO/tG2r/4krp770X1+0EQsI0bh2PSJKyjRoZVc/uK1g8/pO6eewFIuO9eok46iTvm3kJ256ekGlQckcPJyb6BFSvPRpY9XYvipwjIcPqri1hWvpMoi7LomXH9WGJs3ct6/bKfR78fwghLZ/i1vNx7SEk5c7+OFcA9dy61d921U8VtMCDa7ZryJ7jviiJTcTGJ996DqUDzsnpx2cNEN79GjE5rzjBi8Cfo9ZFUV7/P9vKXCQS0hb9OZych4XhSkk/Hau0T3l8w2NFFGH2pHWeXSis2dgKFqQ9Rd8eduGZoTaF0sbE4TjwB+/jxmPL2XVUGWpxQce55+DduxJCRQfqHH6BEWLnq+2M43qw1C8rNuRO9IZrS0usBhaSkU8jPuz9MCC/e1sL62g5G5cSQHdv7/fLJiruIankvTP7ExIynuO/z+9UEQHa5aHz6GVo//FBTsIsipvx8BKMRf1lZjwW8qW9fTXmSlIQ+Lg59cjL61NRu97SiKjwx+xz6yfORBLA6JzKsZCrt7cvYvv15mlvmsi9elB59Oqtbqxhuk0HQM3jgB5iao6i+9lr8m7QydeuIETgvuQTL0P3v+Cq3t7P9tNMJbN2KqbCQ9Pff46eGX5m+/CqOdAQRJRuDB37A6jWX4fNVExHRn4ED3mNLU4ijnp1LUFa5aHQmRp3E1F/KcFoNzL7xEGzG7t//y8ufIrZpKo6ul/V6J/37vUZERE/V797gmjmT2jvu3El+d5VRCjodqqqCLGt+brKslVhGRyNFRSFFRyE5HAS2bA3Hfvq0NNJeeRlDRgadwU7u/vEYJpi2a76kyWdTkHsHzc2z2bDx9i5SYe/qOlWVWVt6LQ0N34VJcKs1h8EDPqXt9fdoevGlneX+koQ+KQnRbkM0mhBMRkSDESk6GnNJMbZx49D30rTQt24dlZdeRqihAUN6OmnvvIM+Po5l9ct4d95ZTIrUqkLy8x7A6RzDqtUX4XZvQBSNFBU9RVzs4Xv9nhUlyIwFR6Hzb9klKfY4sfrRtLz9drcGgQCIIrqYGHTx8UjRUYQaGvFv2BCOCYz5+cRcfBG2gw9GlWU6vvuexuee0yxddDpir7wS50UXhsm+Vl8rjy95jOq6LzkmMohDUlERycu9C2f0aNauvQqXuxQQyMy4kszMq7ol+hQlxPbyF9i27RkAmkOCVvUjmhk86BOkMj/V108Jr+f0yclYR47EmJ+HPjERfXKyZpNj2nvlTMcPP1I9ZQqEQjgvvpi4669jdeNqHp91Guc4tXm1b9EzqKrCuvU3oKoyCfGTKSh4ZJ/HKlVVeXXmcLKlHRY4egYOeIeoqKHIbjfBigpURUUXG4suLrbXsUDp7KTpxRdpfvsdCAZBFLEMHowuIZ7A1m34dql61KekEHniCUQcfTSGlN0n5FfXL2HR8jPJMoYIYmDkkC+RJBObyx6iqWnmHs9JFE0EzMW8VV7K5EgvMTot0T5o4McomxuoueGGsALfMnw4zgsu0NSMeyEQ/634y4m6YDDIxIkTeemll8j5H2M5/wz8rxF1Z395Jys6vsRnOxxX9Jm8pJ6DHTcRxr4MGflVt21lWebdd99l+/btREZGctFFF2G1WpFdLrafdDKB7duxDB1K2huv8/zqFwnVPkexWcZizad/ycssW34Kfn8dkZHDGND/TT5b1sCNn6/u9hlnDU/nvsl9+S0enXEEg6RNXb8J9Ov3GjHOg1G8XuSODiS7HdGyZ48FNRik4emnaXn9DUBj9GMuvRT7+EM1oms/EKyro+ammzW5tCSR/NijRBx5JL6Qj5tnnMRh+nWYRLDYChnU/y10Ojvbtk+lvPwlVFXWut/k3NHV/aj7QFzf8D2lpdeiqqHwQjYr6wbs0wUan9YmK31SEtHnnK0FACkpv4tAVwIBqq+5FvcvvyCYTKS+9BLW4cOo66zj+ukncLqjDrMIkZHD6d/vNVpafmVt6XUoinefJPg1tZ+xfv1N4d8tlkz6RT1FzdU3hFU+gsGAPllTLyidnchtbd28jgSDAeuY0USdcirWUSN7nKcqyzS98KKmelJVjPn5pDz9FIaMDEDzZfhow0d8tuZJTozsIFGvogp6BvR7DaslizVrrwyXW6alXkB6+iUYDE5k2UNl5Tts2/4MihKgOSQRKWmeUDl9bsWxJkHzaAwG0ScnE/efG7AfdliPTOT+oPWjj6i7W5PVJ9xzD1GnnMzC2oW8N/88josKoCLQr/gljKYEVq48l2CwFZstnwH9396nDo+L1/wHV+MXO4O1wqcwL1BofPbZbqT1rhAtFvQZ6ehiY/Fv3BQud5Cio4m96koiTzyxGwnsLS2l6dnndpItgoDt4IOJOPIIbAcfjGTvSe5+s+kDOrbdSbxexS86GDf8e3Q6C1VV71NT+2m3FvKa6fEofOb+PL7iJY6PaCdWrwVtxX2fI9oyjOob/hNW/jhOPIG4KVPQRe2eFN8bVFnWkhGzZ6NLSCDz009YHNjMK/Mv4CxnABAZPOjTLun/t0iSjUEDP8JizeeK95czvXRntvHa8TlcO76nP9Nri24kw/15uKQ/J+d20lLPI1hbS6CiEkGvQ5+SskfCVw0GaXrlFZpeehmCQUSHg7gp1xNx5JHhxacqy8gdHSgdHcgdLkSTEdHhQIqMDPtVyu3ttH3+BU1Tp6J4POiTkkh7600MaWksrVvKO/PP4dhILWhNTDyR/Lz7AIHq6vfZuu1ZQiGNCHY6DyEz43IiIgaES4Tq6r5gw8a7UBQvHTJESGA0pTEw/nmqL7ySUG0tgsFA9HnnEX3uOX/ounmWL6fywotQPB5sY8eS8tyztCpurvruGM6MqMUgal4z2Vk3sHbtFTS3zEEQ9BQVPUV83BF73X9p2RPUVbwQfp7S0y8jvnwg9fc/sPsEBIAkaYtRvz/8kj41lZjLL8cx6ehuREqwpobGF16g/Ysvw+SD47jJxF55ZbeSrx0oay3jk/knMczcgapCVu59ZKacQnn5q5RXvEwo1NHjPWZzOpvpQ03TLwy1aomw7KwbSEu9mKZnn6P55ZcBLcBOuPMOjFm9l8DsK3ao8JEkUl96CXloMRd8czTnO2owitAn+0Zs9iJWrboQVQ12qfruosMX4o5pa5m+to6MGAuPndiPfqmRPfb/XemTGOufD/+enn4Z2RnXacmI0nWofh+62FhMxSW7VSyFWlqof/hhOv6rNcTSJycTf9ut2MaMCRMJcnMzwZoa7ae6hmBdHYIkaYS3wYAaDOLfugX3L7O0ckadjsR77iHyhONRVIU7Z13GwC71us4Qz8D+b2C35SPLfmprP6Oi4jW8vp1qWKs1B7u9L6oSpLllTte1FNjiF8g2Kkj6GIZmv0fdJVPwb96sLZqvuJzoc8/t4eW6PwjWN7D9tFMJ1dRiHjiQtDffYHPndp6fdTzHRu5Ixn6C11tO6bobAKVHWdie4Pc388PcEVhFjZA2mzMYOvBL3N/9TMc33+DftAk1FEJyRmPKy8fUty/mfiWYCgoQzWaUzk7av/1WIwsatcVvxNFHE3fDlLAlhirL+EpLcc+eg3v27G4L2d/C3K8fkaedimPSJARJIiAHePCn4xgpbUAUwJlwKv0K7kcQBPz+RppbZuN2rcfj3U4o2I6seBFFE3p9FHZ7ISs7RX7c+BInR2vEblHhU0RUJVF56WVaGXVMDIn33oPtkEP+kBAiUFnJ9pNPQW5txX7ERJKeeIKrfr6cQcGfSDcqOKPH0qfPLSxbforWBKmLDP1oSQ23frmm274ePK6Y04d1rzJQVIWp0wdSZNQIT1E0M2Tw59hseZolQUeHRqT1MsfvCtndSf1DD9L++RcAGPPyiL3maqwjRuwTmbIrPEuWUHPTzQRrapCcTtJeexVTQQE17hoe/2kSR9nbAIiPn0xhwcPIspfNZQ9QW6tZWphMKeTk3EpszIRu372iBFi/4Rbq6qaFSToQGdz3A9pveZnOefMAsAwdSvS552IdcdB+H/sOBKurKT/rbII1NRiyskh/5210MTF8suFjVm24k3ERIUCgoOBh4mInsrb0GpqbZwECOTm3kZZ63h73v3HTvVRVvR1WBMbHH0Na9RHU3n4HSsfO+UCwWLolxn8Ly+DBOC+6EOuYMT3u01BrK3X33Itr+vTwtkmPPhJuzgCwrH4Zjy66l0HCegZZu5JBmVPITLuAzZvvC5fCRthLSE09F4s1m073Rioq3wyLHDb7JHJM2nuLi1/AON9H7e13oAaD6FNSiL/5Jmzjxv0hAqjtiy+pvfVWABLuvpuoU0/hldWvsG3rE4yPCCGIJoYO/oJOzxZKS69DVUPExx1NYeHj++S1t2zzM7RVPhuOG/r0uYXYpkE0TZ1K58KF3WxypJgYTIUFmIqKMOXmgiDiKy2l7csvw17X1rFjiL/p5m4J8UBVFa3vvU/b5593S1Dok5IwDxyIuaQYU3GxNobuct/OqfiRstIrSDcqhAQzo4b+F6s1i87OMhobf6TDtZaAvwFBNGAwOLFac7DYCnl/21IWbnuHM6P92CQwmVIZNPBDQos2UXXNtag+H7r4eBLvvafX++d/DX+Loi42Npb58+f/H1HXC/7XiLozPr+N1e7/4rEfSWfUabytnowOmazM68jMvLLH9h6Ph1dffZXW1lbS09M566yz0Ol0+LdsYftJJ6N4PESfcw6RN17Hmf89hrNsZVglyMy4iri4I1i67GRk2U1C/LEUFj7BR0sqefDb9bj8IY4uSeTxk/ph0ncnO8qbFrF+1enhzpHp6ZcRt6WEljfexLt6dXhg06emYhs9Cuvo0ViHDu0mbfZt2EDdXXdrpaJA5GmnEv+f/+yV3NsT1GCQ2jvupH3aNBBFzadv0iQaPY1cN/14TrLXYJPAaEyiX8nL2O2FdHSspnTdf/B4tI5ykY4hZGRcTlTUCGS5k4qKV8Olfy0hgWidismSS59542h5VSMYo844g7gbpvyh4HsHlECA6quuxj17tkbWvfgC1oMOYk3jGu76+SwucLowiRAVNZJ+Ja/S2bmJVasvIhBoxGCIpV/JK71mU1vblrBixdmoamAnMWS9i47Lnw373sRedy0REyf2CHAUn6/LL8uDISV5n3yAOufPp/qG/yC3tCBarSTccw8RR+0kQatcVdwz72ZK5EUUmhUUdAzq/yaRkYPYtPnBcEcnQZAwmZLx++tRFG0h3SomIAbrcEgQG3skqZvGUneb5s1oP/xwEh94INy19Y+i4ZlnaH7xJRBFUqY+h33cOJ5fMZXWymc5yCYjCEYGD/oIUTSxYuXZBAKNWCxZDBjw7h67mtU3fMfatVeFf491HobzvQg6vtYWolJkJOaBAxFtVuSmZgKVlZpScJegAUCMiCDqlFNwXnLxHtU03tWraXrp5e6lcjodlgEDsB08FtvYsRiys8PXZ9r6NwlUPoBTpxKQYhg/YnpYcRoINBEItKDT2TEa41het5RpSy5gjNWrtXw3JtK/5FVMXidVl12Or7QUwWAg6dFHiJg4cb+vQW+QXS62n3Iqga1bMQ8YQNrbb3H7wruI7vicARYZszmDIYM/Z/Way2lrW4TBEMfgQZ9hNCbx2bIqVlS2MSLbydEliT2CFK+/melzDiKiqywlJmY8WW1n0PT0Mz3KPw3p6Zq3yogRWIcP05Ryskznr7/S8PgT2gIdsB16KAl33blXJeee4N+yhcrLLydYXtHlU/UmxqxMvt36Ld+smMLxkZr3jN1eQt+ip7BYMggG29i2fSpVVe+G1Y8WSxZWaw6dnVvC415dyECCTiOf+yc8TcuFDyG3tGDIyCD5mWcw5fUkM38POhcvpvLiS1B9PuwTJpD85BMsb17FM3PODmfI+2TfSGrqeZSum9LlsSJ0KbDO2O1+W1rmsXzlOQhdahqrNYfMxYfT8rzWDV1yOrGPH48hNQXF6yNQXo5/6xYC28t3LoYkCXNJCVGnnUrEEUf0UD3vCv+WLTQ89RTumT9pL+h0WIcNwz7xcM3SYBdCs8pVxXtzjmaI2YWiQkHR06QkTCIUctPU9DMdrtXIsheTKYmoyGHMqF5NU/lD5JoUVEQK8x8iwTmJ2ltupaPL7iLm8suIueqqPyXAVlWV2ptvpv2r/yJaLKS//x4LrHV8sPhyTo0OABJDBn+G11vB2tJrAZXMzGvIyrw6/P7dHUcw2MH3c4ZjFbSx224rosB7HQ0PPdrDUw+0xiPWocOwDBuKKT8fNRSi8/+x997hVZVZ+/9n79NbctJ7DyUJndA7iIUqCCqKYMHedXRGZ8ZRp+mMU9QZe6/YO1JFitSQ0EIIkIT0flJOL3vv3x8nbAjNPu/3nd97X1cuUJKTXZ9nrXvd616bv8HxxhvhJFYQiF5yBXG33dYrnvg+CLW10fi7B3GtC9+72FtuIfbmm/BLfu5YfTmTNHvCpuuClpysO0lPvxpR1KMoMg7HJurq36Kt7StO9qc0mbJY2d7FJHO4RW5g5hN0X/84wdpatHFxpD71VK82tB8D/5EjHL3scuTubiJmXEDyY4/xSukrOKofYYhZQquLY8yoL2hv38iBsnsAhZSUy+nX96GzPjOKorCxaBEh57E2VYFBiY/jvP+FsIrnbNBo0ERGInV2qvuUPjOTxN89gGXMmLP+aKi1FdfGTfhKSwm1thBsbCLY0BBWE/fAOHAgKX97DH16Ot2Bbv68ZhbnmMLq2Zj4WQzo/8ezGvt3+Dp4ovhxOpuWq1M2MzNuJqFxFHW33ILi82EaPpzUf/7jW9twvys8RUVUX3U1BIPE3nYrgSVzufbz2dwW14VOgP79/4TFnEPJ7iuQ5YA6BOmjkvoej1uJ6yZmc+OknFPu26byJwjUP67Gc3n9/4JpYxDHG28QOFKhfp8uPR3zyBFYx40L++r1rE2KouDeuJGmhx4OFzIEgZhrrib2ttvUItEPQai9nZpl1+IvK0OMiCD9uWcxDRnC7pbdPLXpChbYPT1TJwsZOOBJDIZ42tq/5uDBX6ste3b7KNJSlxIRMRCP5ygVlX+ju3s3CgIeScGigbSkq9D/vgxvcTGCyUTSg78jYs6cn2RNDNTVUX3FEkKNjehzcsh45WW0cXE8tOVB5Na3mWgLk3UF+X8jPn4mhw4/pLbypqVdRZ/c+05rN9HQ8D5lB48Xy7VaO3l1N9D+cLhd3pCfR+yNN6qtoEooRKjdQailmVBzM6GODrTR0RgHDDyrgh3C97fr409o/v3vkT0eRJuNxAceIGLWTPUaheQQbx54gwNHHuXciHBBPiPrbnKzbqKx6WPKy3/b02rZGxqNjZ1eM4N1zWgEyMm+m8idcTT99gEAbNPPIfmRR37wGn0yWv/177AdTU8cbp48iWWrr6ZQ3hL2XzemMqLwQzq7iti//3YUJUhc3PkMKPjHWb1Fnc4DbNs5F7FnLY+MGE7aN2NxPP3s8XONiUHQasOt4CfF3ydCl5pKwq/vxzblzIO3ZI+H7lWr6frwQzzFxb18fQHQarGOG0fsLTdjGhj2+Pyw/A2cVQ+SqleQxAjGj/z4jD6cB9pKeWbb7fQRqlW7DKs1n8GDnsW/ZhcN990PoRCWCRNI+etf0NjtZzzW/yb8R4i6O++8E4PBwCOPPPKDDvK/Gf9tRN2l799HqftzPBGz8EbO5zUuRQAKh79HZOSw0/5MS0sLL7zwAoFAgOHDhzNr1iwEQaB7zRrqbw0H08l//StlhbH8e9NVXBkbVp2MKPyQYKiLPXuuQVFCZGbeTE72XQQlGV9QOq3BsCwHWLl5CoZQeEM1GtJJ/3gIrs9WHv8mrfZUnzadDtPgQejiEwjU1+HbE1buiTYbSX/8AxHn/jSjoBVZpvGBB+h6/wMQBBIffoiohQspay/jF2sWc0VUWPEjiAby+z9CYuIcJMlPdc2zVFc/q06hEwRtr7a+6lAEGdpuFAQKvHfTefcTACT8+tcIs2bS1NSE3+/HaDQSHx//o9rSZb+fultvxb1xE4JeT+qTT2CdNIkVlSt4ZvsvuCHOj0GEmOhJDBr0NIFAO3v2LMPlLkcUjeTnP9ZLgeLo2MrevTcgSS48MphFiDVNxnj7fuTubsyFhdgffQSPKGI0GomMjET8CSTQweYW6u++C2/RLiDcSpLw6/vVVjFZkflX8T+h6WkKesi6EcPexG4vpK3tKyqrHsfpPF5pN5kyEKNmsLfqGXIMCqIhjSGuu2i6MzztOGrxYmLuvYe6+no6OzuRZRmr1UpkZCRRUVEYDKeftBgKhXA6neh0OiwWS6/7pigKjb/5DV0ffBhuSX7+OYyFw7luzTUMDX1DnklWDaEVRaK45Ar8/kZMxnSGDn39tF5zTucBinZdfHzsu6Ala+UE/J98E1Zd3Hor0Vcu7WUEDGESN1hXR+DoUUItrejT08Jk3veoHPuPHKF7xQq6V646xQvS0CeXuLvuUgONN/c8jrH5SexahaAuickj3u2l2FQUha/K/k573TPEaMNBQWz8LPL7PYxU1UztDTcQamhEExVF6r//jXnYUCRJorW1le7ubjweD4FAgGAwSCgUIhQKnfbvFouFjIwM8vLy0J+QQPirqjh68SXITieR8+ZheuAeLv1sDtfZG7Frw4lpTvYv2FV8CW73oZ42/3fP2pqsKArrd16K4ioK3xrBSN+9C3E+/U74GzQa9GlpKKFQOLk5MXDraVGRXS61pVVjt5Pwm9/0Iql/DEKtrVRfdZXqU5X+0osY+/Zl+cHlfLTnYa6I8Ycng4om+vb5DcnJlyAIAh5PFUern6G5+VNk+bhCVqMx02ksJNS1kSgtJMVdiv7uIoI1NRjy80h97jkaXC5aW1vx+/3o9XqioqJISEjAZrOd8ZxkWQ7bFZzm312bNlN3000owSARc2aT/MgjvFj6EnsOPaZOPg77482lvPx3amU/K/NWsrJuP+UzPZ5qdhbNIxTqUlUKWUfn4f/LF0B4KEzcHbeftpByzHicUAhNVNT3LhR5Skpo/fs/evtvabVYxowhatEirFMmIwgCB9vL+GzrAoaZfciKwKBBz5EQd6q38LrDL9NeFSbIJXQMG/QUds1Q6m6+BW9xcS8VWCgUor29HafTSbCn7VNRFCRJIhgMEggE1C+/308wGMRkMpGUlETfvn0xnrBuKIEANdddj2fbNrRxcWS+s5xfH/4HCc5PGGKWMBrTGTXyM5qaPqb80O+A79a+um33tbgdx4sDfaqX4H50ORDe+8NDLiwE6urx7dvXe1LtSTDk5ZH04O8wDR78rffl26AoCq2PP077M+GEzH7pJST+9rd0BLu4fc0yRoj7KOhJdIzGVLKz7iAhYbbaThUMdtLRsQ2vtxoAm20gbx5eTUb361g0kJSwGNMDpfhKS9GlpZH+8ku4zGaqqqpwOBxIkoRGoyEiIoKIiAhsNhs2mw2TyUQoFCIQCODz+fD5fGg0GuLi4nrdLwD3tu3UXHstBIPEXHcdMXfcxvWrljBV3E6CTiEqaixDh7xCU9MnHCi7F1BUNeSZ3ttjRMIx8ifeeA6GO/cgdXUhRkYSc9WVWMaORTAaCTU14TtwAO/+/fj27O3laXasZTzq8st+FOkTbG6h65Owd5jsdPby8G10NfL3r+ZwrsWBKIBGG0laymXY7aMwGBMRBS2BkI99zdvY2fA1zZ27GGT0qT5U6WnLSGwcT/3NN6MEg1gmTST18cdBr6euro6mpiYcDgc+n49AIIDcs9afmMad+PeYmBj69u1LZmZvVWjHe++pBEbKk0/wXmINuw/9lQujgoiimdGjVuB0HmDf/psJD0G6m8zMm856XQKBNtZunoiBMAEeZRtF1OMCvqJi9XsEkwnF6+39g4KAMS8vrMivqiJYE1aI6pKTSXrkz1hGfvcJ8meD5HRSe/0NeIuLEc1mUp95GsvIkXxe+Tmv7byXJT37lF4fx8AB/8JuL0SSPBw9+jTVNS+gKKeuA6JoptTtJ88kIeqTyH67AM+6jYg2G2nPP0dnfDxtbW1IkoTJZCI+Ph673f6DY9lAdTXVS68k1NSEPjub9Fdehpgolq2+hpzgdsZZQ4DIgAGPEx93ATU1z3Gk4i9AT8t73mNotceJqubmz9lfeicgE1RAJ0CG/2KCd34MgP3yy7HcfBMBWSYiIqJXrPNjEKipof6ee9Scyzh4EPF33IF59Gj1Od3ZtJOPt1/DVFvYniAz5z5yMpbhD7RRV/sq7Y6NBPyt6A3xxMZOZXNHB/b217BoICr2fLIOT6Wpxyom6ooriP/VL2lqbsbhcBAMBjEYDFgsFmw2G1artde5ybKM2+3G6XTi9/uxWCzExsb2um8nx+HpL75Ad14qiz+bx7Ko1rA/Z2Qhw4a+RrtjM/v23YKiBHpUqk+cdsp6MNjJ9p0X4vfVqutdVvEF+F8IF3Ai588n9obr0aeHlayy14vv4EF8Bw7gO3CAQNVRUBT06WlYp0wJW86cpbh3MmS3G0/Jbnz79uLduw/vvn2qKg9BIPrKK4m/8w4EvZ7nSv6GueXpng4kE3n9fktiwoVoNAZkOURr5y7Wl/0dwb2LWHVIoIa0tCXkZP+CrjffpflPfwYgYvZskv/0RwSdjq6uLhobG+ns7MTlcuH3+/H7/QQCAaZPn05MzHcfRvb/Mv4jRN2tt97Ka6+9Rp8+fRg+fDiWk1jqv//97z/kY/8r8N9G1C18714Oer7EHTGH9Mg8fsvvEBUjk6bsOWvPfXl5OW+/HU5oZsyYwcieDbfln/+k/ZlnEYxGMt9+i4fbXie6632GmiXM5lxGjviU5ubP1CpPXv8/n9WH6UjFY1RXP60ubAlb8xFfP0JHbCzB2bOIHDOGjAEDiBRFPCUluDZuxL1p86njtwUB2/nnkXDPPaocW1EUnE4nnZ2dKIqC0WhUg9fvk+QqskzT739P59vhhODYhMhdzbu4d/0tzLO1qd56qalL6ZP7S0TRgM/XQHXN8zQ1faoa41st/Wg3jcLT9DpRWoU4wyz0N21A8fvxXX01RVF26uvrTzkGo9FIamqq+mWz2QiFQnR0dNDW1kZrayvt7e1otVoSExMZNGgQ6enHWxvkQID6O+8KV/11unAr7/nn8/6h93mj+AGuj/WjF8PtbIMGPoUs+9m//zZ1kllU1Bhioifgch+iqelTQKYtpCVWG0IRDKQ9noh8sJGO8eMpHVFI/QmtlkajkZycHPr370+fPn1OSRCOwel0UllZqZJcKSkppKSk9Ca6eoYztD/3XDgJ02iwX7yQuJtvRhsbbg99u+w1HJW/p79JRhYMjCp8lwhbWHng8zXg8zWg18eg1afw77XjGaRvJ4SO4fo/0nbjQyjBIKaFCzk0YTxFRUUEzpDsmc1moqKiiIiIIBAI4Ha7VcLoGCIiIhgyZAhjx45Vz1sJhai7+ZawytFsJv2F53H3T+Oyz+ezOKKRVL2C2ZRFYeF7hEIeSnYvxuutwWBIZOCAf/cyGfZ6a9lVvAi/v1EdhBHXMgzdg/vpjomh+oorqPd68Pv92O12cnJyGDhwIImJZ1bnqddaUejo6KC7uxuj0UhsbCzas/gfBWpqwq1HGzfi2b5dTZIjL7yQxAd+i2g28/yuh4lzvIpNA7JgIidjGTbbANzeGkqrXsAohX3rvIqBoQV/ISVxFs6vv6bhrruRPR70mZmkPvsMR30+iouLqaioIPQtw1bOBKPRyNSpUyksLFSDONfmb6i9/nqQJOJ/cTc7pqXwwva7uSk+nMAMHvQCVmt/inYtwO9vIjJyGEMGv9IrgD4RJyeqcfXD0f1xH902G87ZszGOG0t8WhpZWVmIXi+eol24t27F/c03vYhPMSIC+7wLib3xxl5VS7fbTVfPkJNjgev3TSRCDgc1V12Nv7wcMSKCtGeexjxsGJ9VfMY/tz/AxXaXOqnRbh9JXv8/qRNGg8EuOruK1HcKY39e2jiXkWYPkiaKPm/k49u0E01qKq33/YotxcW43e7THofRaCQuLo7Y2Fj0ej1er5fOzk66urpw9rR3REdHk5eXx6hRo7CeoPh0rltH3W23gyRhX7iQ+Id+x81f3UyMa324tUjQMGTQ80RHT6Sq6gmqjoYLI/HxM+jf7w+qV6vHc5SS3Uvw+epVQ+uIQH+sd1TiMxiouepKqgjHCQaDgdTUVPLy8hgwYMC3JkKyLNPW1kZXVxd6vZ7ExMQzkv3+qiqcq1bTvWpVr2EppmHDSPrjHzBkZbGraScbdy1hkCmAjEjf3PtJT1uCIGiQJA8b9z9AoO0jtAJ4BRuTRryDvllL7Y03EaypQbTZSHnicZri4ti+fTtVVVU/+F3S6XSMGTOGCRMmoOtJLqTubqovvxz/4SMY+uQS+eK/uezry1lmbyRaq5CYOI+C/MeorHy8534IDCh4nISEmaf9HU1Nn1J64E71XYpyD8B0zyFcFguOObNRhg8nIjqa7OxsEhMTkf1+vHv24Nm2HfeO7QTrGxAEAUPfvkTMmkXEBef3sjJwu924XC6V8PohiW3H8uVhjz5FwXbeeST/9S+48XPPxl8Q7NjITHuAyJ5fqTckkZm+jKSkhaesHxtq1nCk9CYyDTLoM+nzdl/c675GExWF9skn2LBvH9XV1d/7+I5BEAT69OnD5MmTST6hfa3z449p/NV9ACQ+/BCeGeO4ccVcbojuwCBCZsaN5OT8gsbGDzhQ9kuOk3W/PUXx43SWsnPXQpQe5bqAnqS/2JFqumkcN5aOyZPxyzJ2u53c3Fxyc3PVZwfCBvdSVxcau/20yuFj90uv13/vYmCwoYH6u+7Gu3s3gk5H0iN/JnLmTA46DvKH9UuYdcKQqm+FaKJ/398SWZ1B3Q03oPj92Kafg/3hh9laVERJSUmvmOD7IikpidmzZ/e6T01/+CMdb7yBYDaT+uZrLDn0a87XlZJjlLHbRzFs6BvU1b/BoUNhq438vL+SlDT/tJ+vKArFe5bR6fhafbdSXstB2l6HIy0VZc4cIkaMILNfP2yiiKe4OPxOffONqvA+BsFkIuqSS4i79RZV/STLMl1dXXR3dyOKIgaDAZPJhMlkOms8cTJkj4fam2/Gs3UbgsFA6r/+hXXCeD449AHPFD3E0hgPSToF0JCTfRcZGdchCCJebx119W/Q2roar7cWnS6KuLhz+LzxKMOU8CTQ7KML8f3lE9Dr6fr9w2ytrFT31RNhMBhISkoiOTmZ5ORkrFYrfr9fjcHb2trweDyYzWYyMzMZPnw4USeooQM1NWGyrrERfWYm6a+8jC/awvVrrqNA2hX2OERk4MB/ER93Hk3Nn3HgwL0oSgCDIZGM9Oswm7NpbVutKu5aggLxOgWDNouYO9qRfAEaLr+MAxYLnZ2d6u9OTk6mX79+FBQUEBt7ZisVl8tFVVUVbrcbs9lMRkYGkSdZBx2z4Wh/4UWVvDUVDifullswjxqFIAjsbd3Le1svZ7I1/Ozn9HmIzLRTCzGH2/awc9cCEnQykj6dEe030/SrB8Jr6OWXc3TKZLZt24bL5TrjMev1eqxWK8FgEJfLxcnUiMlkYujQoYwbN07lO5RQiLpbb8O1fr06UbnI2sqDX9/AHQleTOKxieiP4nBsZO++G5DlADExkxk44Ck0muN7tywH2LP3OhyOTWocHunsh+WXVXRHRNCw+HKa9XokSSImJoY+ffowYMCAM+7/J8Pn89HZ2Ykoitjt9u+0NymKQqCqirann1E7a8wjR5Ly+D/R2O08svU+Ers/IF3fUxwWtGi0UYSCHQgcjwOCaElOvIjczGsxmTJp/fs/aH/+eQCillxBxO23U1xSQklJCe09Xrynw1VXXUXGGQbQ/W/Df4Som3IWKaUgCHx1YjvT/8/w30bUzX/3Fxz2rsIdcSGzIr3M5SOireMYOvK1b/3ZzZs3s3btWgRB4IorriA7OxtFkqi94UbcmzahS0nB/ubzXLbhcm6KbsamCRtU5+b+korKf3D06L84m2m6w/ENJbuXcsysV+eNwPigyI5RY2mL7c28p6enM3HiRHJ61FPB6mo8u3cjdXSijYnGPHKk6lcSCATYsWMHxcXFOE5odTgGrVaLxWJBp9P1ChSOEUImk4mcnByGDh2KuUcRoSgKLX/5K46XXwYg+qqriL/7Lo66a7n9q1spEA6rRvFWawGDTpg0qigyfn8zomhAFs08vnoMhcZuQkSQ+acIpLoWDs2cyW6bVT2OpKQkTCYTbreb1tZWpJMlzd8BOTk5zJ49G3tPYq8EgzT88pd0r/gSgNhbbyH2xhv5qOJj3tz1W5bF+sJET9y5DCh4EoDKyr9TU/sSitLbWDtgHorfWYJNA7H789A9VUHpuLGUpqWp32OxWPD5fL2OXaPRkJ2dTV5eHjExMfj9furq6jh06BBNTU2cjNjYWKZOnUpeXl4vwi5QU0PzI4+qrZei2Uz0smuIufJKRLOZV/c9j7/2L+QYZSTBxNgRH2K19m63e3vbdcR7wtWudNOdSDe/jOLx4J0xgw1pqWqgZrVaSUhIQBRFXC4XnZ2deE+uLJ8EjUbT67ytVivz588nu8f/Sfb5qLvpJtxbtiJaLKS98Dz7EgPcu+46bo13E6VViIwcztAhrxMKdVJcsgSP5wiCoCU1dQnx8efjcVdxpOIvBIPtuGQNVlFCkU0k3SNRkZpLyfDhZ7TBTkpKYtiwYQwcOPAU4tTj8bB3715KSkpoPmGoiU6no2/fvowaNYq0tLSzkt2S00nbM8/gePkVkGX0uTmkPvEk+qxM/rn919g73zseIJyAgAzN+gEsGv0aeky0Pv10WKWiKJhHjsTwuwf44uuvqa2tVX/GYDAQHR2N2WzGYDCg1WrVd/vkv2u1Wjo6OigtLVWD2D59+nDRRRep18Hx5ps0//4PIAikPPkE9wsfE+1awyRbCL0+llEjVxAItPV4ATmJiBjKkMEv9hrMA+BylbOjaN7xRFU2EH2fSElBIdU9HosnnsPIkSMZM2aMuuYEW1oItbQimk3qgAIIKzZ37dpFcXFxr/sD4bUtKiqKyMhIIiIi1PXt2L0SBIGoqCgyMjJ6kbVSZye1N96Et6QEwWAg+dFHiTj/PA46DvLLjfeQLh3mgsggBhEQtGRn3kZGxrW92kAUReFvGy5nqBxOftJLzyP07/X4oqLYtfhy6noUMiaTibS0NEwmk5rktLe3nxJcnw06nY7zzjuP4cOHq+fWvWIF9b+4J6yGXXIFxrtu4sqVSxmjKaPQIiGKRoYNe4vIiMHU1b/FoUMPoSghtFo7iYlzUBQp7FkkuXErBiyCH0URSPiLhQ5PBFvOOQffGY7RYDAwePBghg8fTsJJpuJtbW3s2bOHvXv39kr+RFEkNzeXUaNGkZ2dfcb3yV9VRdcHH+B48y0UrxfBZCLh/vuwL1jA5voNFO25nkGm8N6j0cVhMmXQ5dyLpkdF0kgCF437FGnHQervugvZ6USXkoL1sb+yau9eqnoGx0CYLD2RpBIEQX2HdDoder0evV6PwWBAp9PhcrmoqKigradyHx8fz8UXX6wmgsGGBo5ecimh1lbMo0dT9uuLeKroXm6N9yMK4SnKCQlzKD/0O+rr30QQtOT1/xNJSRf1ugYuVzlFuxaqgzFQBGJ/r+Ng/EAO5uefss6lp6czbtw4+vbte/Z1SpLYu3cvW7ZsofWkqZQRERHExsb2+oqIiMBgMKjnf7rP7l65ioZ77kEJBjGPHk3qv55EsJh5p/wdXtj9bwbq25hiC2Lt4bUkwYg1dgb9Mq7Eas7ly8Ov03b0r2T1mH7nl8zF/XyYRKj91a/YcqhcvTfp6ekkJCSg1+sJBoN0d3fT3d2N0+nE5XKpqi2NRoPRaMRgMBAKheg+wbtq3LhxTJ06FU0Paam2hWk0pD37LGsSWvh49/0siQk/TwUF/yQxYXZPESI8HTE6egIF+X8Lk/WA211Bye4l+P1N+GQwimDfEU/wQ5mtU6fQdZpindVqZcyYMRQWFp4xgZVlmUOHDqnE8jEYDAYyMzPJzc2lb9++pxALp/0sv5+Ge3+Jc9UqAOJuv42YG26gyd3Eb765n2DXNgaaJZJ0MhGigiCE/fb9aNHpooix9SUz4VySEufiLy6j9oYbUTweLJMm4bjuWr5cvRp/j0+l0WgkLS2N2NhYzGYzer1evd7H7uXJ59nQ0MD+/fsJBoMIgsD555/PqFGjgDDJUHvddbi3bEWXnIzzmQe4c8dN3JvowyAe90A9cuRRqmueUwcxxcaeqrptaHiXsoP3qephS20c0jMiO8aNpesk+4ucnBwmTZqkFoGDzS14i3chOZ3oEhMxDR2qeth5vV42b97M3r171ULLydDr9ZhMJsxmMxqN5rSKwry8PPVayX4/9bfdHi5y6nQk/emPRM6ezbbGbfx64y84z9yi+qPZ7aMZUPB3DIbj6/Gxtvo9zTvZv3sRiToFc2Ao9jtKCWq1lFx1FVXObvXYkpKS0Ov1OJ3OHxSHC4LA6NGjmTp1qkpCB2prqV66lFBDo9rCHuyXzvWrr2WwUsIIiwSClsE996uzs4gDB+7p5Wd5DE1COvFyTXioxvIs/Nvb2HbB+TT3vF/H1u/gSYNxEhISGDBgAH379sVkMtHV1UVVVRWHDh2i7mQRBOH7PnXqVFJSUnr9/1BrK23PPkfnu++qhVnT8OHE33Un5uHDKWku4ePti5lo9aEo0C/vEdKSF6o/7/a38tnGqcRpPHgUA2Okh2m943cgyyiLLmV9bKy6LhsMBhITE9HpdPj9flwuFy6X65RzO3beFosFg8GA0+lUi+0Wi4ULL7xQtf2SvV5qrlmGt7gYTVwsGS+9xOu+Daws/TvXxfnDQ95y7iUj43ocjm/Ys/c6ZNmH1ZpHXv8/ExExkEDAwYGye2hv/5qQIqAVlHDc8LCWKlsfdhcWIp8mEjcajRQWFjJy5MjTcg2KolBdXU1RUREHDhxQ13JRFElPT2fQoEHfqUAI4UJmw72/RHa70WWkk/bUU+iys/hX8eMcqX6WidYQUdrjx+iVoTpkpX/apUzqdxtarQWpq4vG3z2o+hTG3n47taNGsmbNGjUfEgSB+Ph4oqOje+2Ver2efv36/VdwKvA/OPX1/xDGfxtRd+E7d1LhW4s7cj53RpSQTym5OfeRkbHsW39WURQ++ugj9u7di9Fo5NprryUmJgapq4uqBQsJ1tZiGTuGXffM4J29v+XauHAL7PDhy4mMGEb5oQfUqk9O9t1kZNygmg+73ZXsKr6EYNChDlQwLrewKeoCfCYTGo2GzMxMAoEAdXV16gaekZHBOeecQ9oJhNCJx1taWsrq1avVQFQQBLXa6vV6v5VgORF6vZ5p06YxYsQIRFFEURTannqKtif/BYSrE8l//hPB+Cge3fkoB2vf4/Jof3hyqGhiYP5jxMf39tB6afsdZLjD1Y2Elf0QP61i7+RJHOxJmocNG8bUqVN7qUVCoRDNzc3U19dTW1tLQ0MDXq8XjUZDZGQksbGxxMXFhe+NJHH48GH27t2LLMsYDAbmzZtH//79w9dIkmh+5FE6Xn8dCHtdJf/xD3zaup63dv2aZXF+tAIkJs4nP+/RnopkDU3Nn+FxV6DTRxMXdwEvbL2JYYY2ZJ+FlHsC7B48jEN9w0TYyJEjmTBhAjabDUmSaGhooLy8nLKysrNWXCBc9YuLi8Pr9VJVVaVuwpmZmcycOZO4k7xe3Dt20PKXv6rm0dr4+LDB/pw5PLv7nxianyJdLyOJFgoHPU109DgURWbz/gcItIYVo5Iwicz7ypA6O+mYOoWvkpMJhULY7XYuuOCC0yZ7Pp+Pjo4OOjo6cDqdGAwGzGaz2npkMpkIBoMcOnSI9evX097ejiAInHvuuYzp8deRvV5qr78Bz44dCEYjKX//G2vTunhqx2+4PcGHSQwrfgYUPI4kuSk7eH+Px9bJD2oKXZ56IrVgXxlF3cFkSoaF29r79evH6NGjsVgsNDc3c+DAAcrLy9VNX6vVUlBQQFZWFoFAgIqKCo4cOaIGpMcqeCe/O8nJyYwePZqCgoJeCcfJcO/YQcPdvyDU2oposZD86CNYpk3lmd1PUXTkGQaYAkRpFVwS1IYsTMz/FTNzL8Fbspumhx9WfYzsF19M+/x5fLpiBYFAAK1Wy4gRIxg8eDDx8fHfW0UmyzI7d+5kzZo1hEIh4uLiWLJkCbaeJKPp4YfpeOttBLMZ6wuPc+nBu7khpp0knUJc7HQGDnyabudedu++ilCoC4ulDwMGPInVEg4Avd46iosX4fM34JfBIIJ5jYmi7sm0x8UiCALZ2dmYTCZqamrU9cpgMDB27FhGjx59SrKqKAoHDx5kzZo1vQoQx9YKt9v9vciutLQ0zj//fDX4lr1e6u+4Ux0UYr/0EuJ/cQ+SSccbZW/w7v6nmGXrUtXD6FMYnPd7YqLDU1TfKr6f6I530Ytg6RpO5H378BkMbLxsER1eLwaDgenTpzN06NBTnplQKERbWxstLS04HA5CoRAGgwG73Y7dbiciIgJFUairq2PLli009AxzGDBgABdeeKFKSJ5oFB199dXIN17OlauWMMdUTX+TjFYbxYjC9zCbs3r8RH+Bx1PR61gMlgEcdpSSblCw7Isi8J6JjVOnEBJF4uPjmTp1KomJibjdbioqKigpKaHj2GRDIDExUVUCNzQ0qMcKYYIxOjoar9fbiyxJSkpiwoQJ9O/f/4zPcrCxkYb778ezdRsQNtRPfPBBNrRv59PiO5hqdfdMrQ6jNSjQYhzN9aOepevp52l/7jlQFEyFw/HeeScfrVqlvkuFhYUMHTqU+Pj4791SrSgKZWVlfPHFF6oK4/LLL1efK9+BA1QvvgLZ4yFi7lz+ep4XXddKzo8ModFYGDXyc4zGFA4cuIem5vCAq7TUK8nOvhOt1orTWcqevdfh9zepk7nNeywc3D2M6qxMALKzs0lISKC9vZ0jR46o61tiYiKTJk2iX79+va6rLMuUlZWxfv16lWSEsEo6GAyeNvk7GYIgqMnj8OHDKSgoUH+He9s26m66OTysJSWFpD/9CcuokbiDbj458glfVn6C2buHKbZQL+XWsbUCIKho6d96Bd4H3wTg0B23U9JTzBo8eDBTp049KyElyzLBYBCtVnvK+9ba2srGjRvZty88ZCArK4tLL70Ug8HQ4zF4H12ffIJosZD6/HPc3/kqlu6VTIsIIYgGhg97m8iIwTQ3f86Bsl8iyz51gq0giDQ0vIskuXHKOmxiEIJaLH+0sX78ufj1eiwWCyNGjCAiIoKWlhZKS0tVMsdoNDJixAj13yG8tu3Zs4cdO3b0UgmZzWb8fv8pBEp8fDx9+/YlKSkJu91OZGQkZrP5lHdLkWVaHn0Ux6vhwnXEjBkkPvwQosVCcUsx39R/Q7OnGaPGSLY9m8KEQvpGHY8HFEWh68MPaXqwR4k/diz7586hqGc6emJiIpMnT6ZPnz5n3SfPBJfLxYoVKzjQ42U6atQozj//fARBQOrspOqSSwhW12AqHM5r12VR3/IeF0cHEUUDI0d8jtmcyYEDv+h5r0T69n2A1JTF6vF3dGyjZPeVKEpQJeq0T8eyqd90QlotBoOB9PR0PB5Pr06P/Px8pk2bdtpWNlmWKS4uZt26dWrMcEylCqgt2N91r7Lb7cyePVst0iuBAPX33KsSrPaLLybhl/fiEL088M1v8Xd+zUX2AAYRBI2NQQV/70VQ+kI+Xlg3njxdBwHZQOZDJkIOP5sXLqC551iPxf0nKjyP2WwcW9MbGxvx+/3odDpiYmJUMt9ms9HZ2cnevXupqAjvLXFxcSxatIjo6GggPGCi9oYb8R8+jGA0kvTwQ3DeJK5bvYxC9jDMEp4ePGTQs8TETEKSfDQ0LKeldTXBoAOLORdL7CzW7b6NbIOEsT4J26NdrD93Oh09BMm5557LwIEDVaLx8OHDHDhwgMrKSnV9PBOSkpKIjo6ms7Oz130fNGgQ55xzzim5cbC5mfbnXzhO2AlC2CLizjsocuxhVdGVjLX4UYDk5MWkpS7C5TnKzv33YsGNWxbJ5x5Cd/4LJRjEfdFFrLaYCQQCWCwWpk+fzoABA05RYCqK0ou0O6ass1qt6rsuSRJHjhxh7dq1Kul3wQUXqKS31NVF9ZKl+MvL0djtpL34Ar9pfQlP+xcsiAoCAoMGPkVc3Ll0dGxj3/5bCAbD+73RmEYg0Bq2OBJ0NPlDJOoVLLusNG/MoGR4OA7Pzc1l+PDh6Hva4Pfs2aPGcKIoMmDAAAYNGkRCQgI+n4/Dhw9TUlLSq3hkNpuRZRmfz6f+P71ez4ABAxg4cCAZGRlnjYN9hw5Rd+NNBOvrw7H43x7DNnkyxc3FvLT/RaradqIXQiTbcpicvYDZOXMxao0ogQCdH39M27/+Hbb10GiIffBBNoqCun/ExcUxduxY8vLyztgx9d+E/yPq/ofx30bUzV5+G0f963FHLuBvER8RgZPhw97Bbi/8Tj8fDAZ55ZVXqK+vJzY2lmXLlmE0GvGVH+LopZeieL1EzJ7Fr6e00E/aykiLhNGYxqiRn6HRWDly5M/U1L4IhM1eU1MXEwo5qaz8B8Gggy5JJFIjIzq0FG+9AKfNTkJCAosWLVKVYN3d3WzZsoWdO3eqAVm/fv2YMmWKqgppaGhg7dq1VPa0i0VGRjJ58mTy8/N7JbzBYBCn04nH41G9q05+jRwORy+1Sp8+fViwYIH6Od0rV9Fw//0oHg+C2Uz87bcRddllfNWwkSd3PsRMSyPZhvBGGBU3i/y+92E0JPJV2ZP46v+JQQR9VSqxf22hfNAgdufnhe/V7NkMHz78e9/j06G9vZ2PPvpIrY5Nnz6dsWPHqgFa5wcf0vTggyjBINqkJFL++hfW2Ot5p/g+rowJV5JSU6+kb5/fnJK4rTz4HGL9o2gEiH7WSL0zk6KRIwCYO3cuQ4cOPe0xKYpCa2srZWVlHD58GLfbjV6vJy4ujtzcXPr06dOrDd/n87Flyxa2bNlCKBRCFEXGjh3LxIkTe1WRFFkOj5D/xz/CAxII+yYk/u4Bnil/Gmvrs6Tqw/dYb8rBH+xCCIWTs/pANqMfDSE1NtE5ahRrc3OQJInc3FwWLFjwk2w6wWCQFStWUNITvE+YMIGpU6ciCAKyx0PdnXfi3rARRJHEB37L2/0drDn4L27oIU3T066hT5/7URQFh2MjtXWv43KVodNFkRA/k/cOvcswbQ24dAj/TGDThMkogsDkyZOZNGnSKffP7Xazd+9eiouLT1GRHENiYiLDhg1jwIABaoDQ2NhIUVERe/fuVd9Dm83G4MGD6dOnD6mpqadNRkKtrdTdeafqLRhz3XXE3X4bjd5m1tWso8PXQVZkFtPSp6Gtb6Hln4+rVTuN3U7cA79lmyCwfXtYqZWZmcm8efO+k2ri29DQ0MDbb7+N0+kkJiaGpUuXhkmhExQLmthYSh9exLNN/+bOBB9aAfL6P0Jy8kJcrnJKdi8lEGhFEPQkJsxCp4+moeFdQqFu3LIOixgEv0jNh6OpTsnBaDRy2WWXqaoEWZY5ePAgGzZsUNccs9nM+PHjyc/Px2g0UldXxzfffKOqSCwWCxMnTmTgwIGqAk+SJDo7O9V25e7ubmRZVtc3RVGQZZnW1lYqKirUYH3y5MlMnDgxXIwIBml94gnan38hfP1jY4m7/Tbsc+fSLnXz6v5XKK95nZkRLlUR5MGCRxaIFcOtKUF/Kum/ciCFFDYsupS2UIjIyEiuuOKKs7bcfFfIssy2bdtYu3YtsiyTkZHBpZdeiqnHM87x1ls0P/x7IGxC7b/vBq7ddC1XRLaSrpcxGFMYMfwDDIY4FEWirW0dHZ07AIiOGss7ZW/SP/g1ckgg+vdm1oybgc9oJDc3l0suuaRX8nbseCorK9m1axcHDx48ZT8RBIHc3FwGDx5Mv3791J9vbW1l586dlJSUqMRQTEwM48ePZ+DAgadtC1NkmfYXXwxPB5ck9BkZpPzzHzQmG3mq+B/Utq7HKIQwGNOZm38rU4V8mu67Xx2yFLlwIZXTz2FtjxI5PT2dCy+8UE0gfwycTidvv/02DQ0N6PV6Fi1aRFZWuEXatWkTtTfcCJKE+bqruCp1BYts9WQbZCIiBjN82DsIgoaKyr9TXf00ABqNBZMpHZerHJDxYMaMB0UG1+t92Z0VbrGaP38+A3uMso8dx7Zt29ixY4d6XRMSEhgxYgRRUVG0traya9cude0zmUyMHz9eVdArioLX66W9vZ22trZeX263G7/ff1qSISUlhfnz56vkhXd/KfW33aZOCLZOmULMNVdj6lGBNrmb2FK/mSP1HxDp20OmPrzeA3h1WRT6ltBx+6MgyzRcdx2busNqzDlz5jBs2On9hb8vSktL+eSTTwgEAqSkpHD55ZeHr0EgQM311+PZug3RbCbyyb9yef3vmWOpY4BJRq+PY8SIjzEaEnE6yzhQdi8uV+/BOFpzHnVdZSTqwPylnq2h8+mOjCQpKYnFixf32utDoRD79u1j8+bNvYp50dHRaDQa2tra1GtuMpkYNmwYI0aMwG63q3tTRUUFhw8f7lXYPREajQabzUZaWhqDBg0iNzf3OGH1zrs0/f73EAqFB2HdegsRs2ad0a815HDg2b6djrfeVv0kTdOns23MaA4eOgSEO5fGjx//gwi6E6EoClu2bGHNmjUAjBgxghkzwh6l/ooKjl5yKbLLhfmiuVw1aBsXWevpbzr2XoXtWg4e/A2NTR8AEBU1lqSki/B6a6mufqpn6j3EaEFbpmNL7YX4jUaysrJYuHChur90dHSwceNGNY4RRZFhw4YxevRoYmNjkWWZI0eOsG7dOnUfi4uLY+rUqfTp06fXenaMcPB6vXg8HrxeL5IkqT6kxwq8JSUlqlXChAkTmDJlSnifkiTa/v0UbU8/DYqCNjGRhPvuwzr9HD6r/IxXSh5hrq2VtJ64zxo9nYLcO0ETwXtbF5POUWQFEt5JQbuxlS2zZ1FnsWA0Glm8eDGpqad6Af8QlJeX8+mnn6oFjEsuuURt/5NcLurvvjsc+wGRF83H9ItbuXHzrYwQ9jDEHCbrhg5+kejocad89vPfLCPbvx5JEkh6QMu2gvHUp6ZiNpu56qqrTilqH4PH46GsrIzS0lLq6+tVH7e0tDRVkXpi7utwOPj666/ZuzfsSafX65k4cSKjR48+ZY8KNjfT+sQTxyf+9u1Lyt8eY5e5hbW7ljHOeqqNjCMkkCZfi/1Xy1F8PrpnzWSN3U4oFCIjI4OFCxf2Ei78UASDQVauXMmuXeE4dPz48UybNk0lvWuuvQ7fvn2INhtxT/6Da1v+zkBlPxNsIUTRROHwd7HZ8vH7Wzl85E+0tHyBooTjYKs1j51ukTylFCUkoP1HAhtGnoMiCEycOJEpJ018lmWZ8vJytm7dSk3NqUrJY9DpdAwcOJDCwkK19d3hcHDgwAF27drVq0BoNBpJTk4mMTGRhIQE4uPjiY2N7RWvhBwO6m+7HU9RkTpIKfbWW08ZHKfIMr79++n67HO6P/ssPNCH8CAZ28MP8WFPt40gCEybNo0xY8b86HXufxP+j6j7H8Z/G1E3862bqQluRGOfxd9s76IoMGXyPjSa725y7XQ6ee6553A6nfTp04dFixaF2wA3bqT2ppvDxtmXzGVp7pfcleAmWqsQF3cuAwc8BUBD47scOvSwOljhGGRdCh5fPVYNdG7MZh/jsFmtXH/DDaddmLu6utiwYQMlJSVqIHbs+475F2g0GsaPH8/48eNPSai+DxRFYefOnaxevZpQKER8fDyXXXaZSh76K6to/O1v8fYs+rqMdOLvuANlyhieKP4n3pa3mdbTCqsAfowYCZ+/vyOSzAc8dETGsO68c5EVhfPPP5/Ro0f/4OM9HSRJ4ssvv6SoKGxkP2TIEGbNmqVurt79pdTffRfB6hoQRWJvvolt01P5aM+vuLynzSUz8zays25TNxm338HnG8cRqwmgKzNgfsnEypmzCIkCU6ZMYdKkST/pOUA4QPzyyy851BMAR0ZGcsEFF6gqwWOQAwEcL75I67/+HU5is7JI/ttjvOpfS0vtvxltCaE5lgjJcNiVzaxnREJHa/D278/qUSPx+f3079+fBQsWfC//lO+CTZs2sa5nMuDw4cOZOXNmOOgMhWh88MHwwBLAfvllPD3RR03Lh1zRcx/69nmAtLSlp3zm7saN1JZehVkE2+s6NsTMwm21MmTIEObOnfutE/mOVfc6OjrQaDQkJiaSn59/Vg87t9tNUVERO3fu7OUbotPpSE1NJSMjg4yMDFJSUlRCVQkGaXnsMVW5YMjPI+bqazD3VBy9+/bR/dlnONeuC/cXiSL2i+ajv/pqPlq3TiWcx48fz5QpU37SoMDhcPDqq6/S1dVFVFQUV155JZGRkWGPraVX4i8rQ5uUyPM3ZhHQbmG2PYioMTOy8BMslmz8gTbKyu6lvX1Dr8/Vm/txtLOcZD3I30TxjRQeynPllVee1qtDlmUOHDjAV199ddqWfQivb2PHjmX8+PHf2d/kdHA6naxevVqtiPbv35958+apn+nesoXGhx4Krw2ANiEhPO174QI6tQHe2P8Mzqa3GWbyqgogWQGfnE+f3zUjO5yUzJ/H4R71zNVXX/2TGwlXVlbyzjvv4Pf7iYuLY/HixSp52/nRxzQ98ABKMIihb19cD9/M7WX3c310J3E6BYs1j8Jhb6PV2np9ZpOzmo1bpxGjVbB8qWFP12Qae1S+11577be2mTidTo4ePaoSCzExMWRnZ6tKzdPB7Xazfft2duzYoVbLDQYD2dnZ5OTkkJ2dfcowIU9xCfV3302osRFBryf+3nuJuuRiQhoISkH0XR4cr75K+yuvQjAYTj4eepCNgQC7d+8GwmvQjBkzftJ3ye/3s3z5cqqqqtBqtVx66aXk5uYCvU3wPb+4iruMr3FPYtgLKDV1Kf36hv+trf1rDh36PV7vUfVzo2LOYXv91/Q1htAUGdnonI+s0TBr1iwKC09fdHS73Wzbto3t27ef1mdUr9czZswYxowZ870KMoqiEAwG8fv9atK7ZcsWAoEAer2euXPnUlBQAIST8Za/Pkbne+/1ml4fcd65WCZOxDx0qNrS7vA04fU3EWvJxLdqkzpRr2vhAlZptSiKwrRp05gwYcJ3Ptbvgvr6et544w28Xi/x8fEsWbIEq9WK7PVSd/PNuLdsRTCZCD10O9c7n+SGmE6S9Qo22wCGD1uORmNCUWTa2tbh6PgGRVGIjhrDO2VvkC9tBa9A07vDOZyVh81m4/rrrz9j4n0sgd2yZUsvewMIq3wKCwtVldCZ4PF4OHLkCBUVFbS3t6vG5icjLS2N2bNnE9/jf+cpKqLh/l+rAxEEg6FnUEIsiqKgeH2EWlsJNjWFJwb3QNDrsd90E2ssZioqKtBoNMyfP199Bn4qlJSU8MknYcXpyJEjueCCCxAEAdeGDWESXFHwXL+Q2+M+4JeJPswipKZeQb++D6IoCjW1L1BZ+fdew38APLoMDIFqNAI0rBxGhbmAhIQErrnmmtNe56amJtauXcuRI0fU/2c2m9WhJRAmDSZPnsyIESN+1Pri9/tZu3YtO3vI0H79+jF//vzj+9TWrTT+5rdqgdY0eDBxt99GcFg+TxT/nWDrO0y2nd5307olnYg3mjhUWEhJbg5arZalS5eetlvnx6C7u5u3336bxsZGRFFkzpw5DBkyBAh3uLQ9/Qxt//53eJBAbg6RjzzMLVV/YrS4l4EmCUEwMHTIy0RFjVI/s9qxm73FF4Xjvi/0dOxNY+u4sYiiyDXXXHNKi+rZcLYp2yeirq6OL7/8UlXYRUdHc955552248S5fj2Nv/ktUns7gsFAwn2/4sikbJ7bfjvD9G2k6WW8ssB+n5Fz/UuI+cNbYZ/uqVP4MjWVQCBA3759Wbhw4Y/K4053rps3b1bj8GHDhjFr1ixEUURyucIDS3btQtDpMD1wD8uUl5lnraWfUcZgSGJE4UcYDGECNBBw4HYfQaePwimZ2LB1CnE6GfMqLRuVuXjNZgYPHsy8efPOekz19fUUFRVRVVVFZ2cnOp2OpKQkBg4ceFprmmOQZZnq6mr27dvHgQMHeintjkEQBNLS0hg9erRqH6QEAjT96U90Lg8PNBMtFqxTp2LIzkIJBvFXVuHZsaPXhGxtfDwx11yNZ9Iklr//Pi6XC4vFwsKFC8k8ycbl/w/4P6Lufxj/bUTdrDeWUS1tJztmLLeZ16L4NfSdvI8/VzYSVBRuy0hgkO04aaeEQqDRnLLw1tfX8/LLLxMKhRgzZgznnXceAF2ffUbDPfcCUDNnOI8PKeb2hHBluE/u/aSnXwOETfxra1+hs6sIQdASFzed98vfZYimEqFdZPP+S5AFLVdccYUqcT8T2tra+OqrrygrK1MJO1EUKSgoYMqUKT+JOuDE83777bfVhemSSy5RlTCKLNP57nu0PvGEuqgZ8/OJuf56jgyM5q29f6CvHDb4BZAUcHUk0//hdkKyhnWXXEyXJJGfn8/ChQt/kimOJ0NRFLZv386qVatQFIX09HQuvvhiNVCWXG6a//AHuj7+GABzYSEHbjmXLxr+xDx7OOhKSLiQPn3CBtMrts4jQmpA8ggkPahly9hzaYyOJiMjg6VLl/4k013PdB7l5eV8+eWXqs9T37591Ta0E+HZtYv6u+4m1NwMOh1xt9zCkZkFvLLvSbyu/Rh0FiYGpzDq39sJNTURykhn3bnn0ul0kpaWxpIlS37S4OBEFBUV8fnnnwPh9pH58+ej7UnC2p95htbHwyb3xsLh/HOeFlHYxiz7Mfn908TFTe/1ea98NYE0GtDWCbR+Ooj9AwZhs9m45ZZbfhSR810QCoUoKyujvLycioqKU9rKj7WnTpgwQa3Kd33xBU2/fUCdYno6WCdNIu6uO6kVRT788EO8PW2TJ7Zw/9To7OzklVdeobOzk+joaK688koiIiIItbdTvfgKAlVVaNJS+dUCL+elNZNrlDGbsxlR+CFarQ1FUejsKqK97StCkgd75HA+q1xFtm8l+GHPxhl0G2KYNGnSWT1iIUyw7969m+LiYhoaGlAUBYvFQn5+PmPHju1lTv1jUVxczBdffIEkSae05yiBAI4336L9pReRWsMKVMFoJOL887FfvBDNoAK21H1FQ/smTKLIIO8g5HueQGpvp27iRL5JTkIQBJYsWaIqq35qNDc388Ybb+B0OomIiGDx4sXHE++SEupuvQ2prQ3RasV19xLu4yVuiu3GpoFI+yiGDn6hV9HqjY2zSAqVIXQKSC+k883IiWg0Gq6//nr1c38u+Hw+du3axdatW08hFiIjI8nPz2fUqFFqsSjU0UHj/b/GtX49AJroaIx5ecguF94DB6BHTWaZNJGIe+7hgw0bqK2tVf2uRo4c+bPsOcFgkHfffZfDhw+j0Wi4+OKL6devH3B8GBWCQNlVE3g/cyPXxIb3mRMHTymKjNO5H3+gFYs5l08Pv01c+/MgQcXqCTRYMunbty+LFi361nPweDwUFRVRWVmJ1+vFarWqHrSm00zu/SHo7u7m/fffV9URJ/u++auqaH/xRZwrvuy19olWK+aRIzENGog+PR3ZH8C5ahWur78GIDB7Np/bIwkGgwwdOpQ5c+b8LPespaWF1157DZfLRWxsLEuXLsVms4W9VG+7DffGTSCKdFx3IffFfMRdiX6sGoiLO48BBU+cMpisyVXDpi1TidYq6FabWa+fhyKKLFmyRPVp/Ta43W5aWlqQJInY2Fj1uf8hCIVCuFwuHA4H5eXl7Nq1i1AohFar5fzzz1e9LmWfj44338Tx5puEGhrP+pmGPrlYJ03CsmAB72/YQFVVFTqdjkWLFn3nc/y+KC4u5tNPPwVg7NixTJ8+HUEQaH/xJVr++lcAShcV8l7/XVwXF/bHy8//G0mJFwLhidb19W/S1b0HrdZKfPws3t39MAMN3QiH9WxsvASAG2+88RSvzZNx9OhRNm/e3KuV0mQyMWTIkF57/k+BPXv28OmnnyJJEvHx8SxatEjdB2Wfj/bnnqP9pZdResgKU+FwYpYt42heFO+WPkasdzt9DRJ6EZqDOnKL87G9WkZHYiJrp0xGVpSzkv4/FoFAgI8//lhtYT5RHQjhicsN99xDqLUVwWAg4he3c1fk54zV7KXAJCOIRoYOfpGoqNH4/W18vnkadsGFUK8h6m9GVs2ei0+jYfLkyUyePPlnOQcIk0N79+5l7dq16h6VlZXF8OHDe6nFAUJtbTTcdz/uTZsAsJ4zjYhf3c1K1w4OdRwiRRfL1K878b74erg4e845rMjMwOlykZmZyeLFi3/yYvkx7Nq1i88//xxFUXrF4bLXS8Mvf4Vz9erwN159MTekfMH1sZ0k6BQibIMZNuwtNJre5Nlr3ywhxf8Nggvalw+mtO8g7HY7N9100/caSnQsn/2+a7wkSTQ3N9PQ0EBzczMtLS00Nzf3Iu+ysrKYM2eO+t64Nn9D85/+1Gto2YkQLRaskyYSOW8e5tGjKd6zh5UrV55WuPL/N/wfUfc/jP82om7ua4upVPYwKT6PeYZdyF1GHk5+n8Oe8CauUxRu37+DuZ99gNTSguL3I+j1aBMTMQ0ejG3KZKxTpyIajezbt48PPgirfs4991zGjh0LgOONN2n+wx8AKBmfyKbzG1kQHUQQtAwe9AIxMadWgI92HGRv0UwsGmjd2o+DwZH069ePRYsWfedz8/v9avtKXFzcz0ZMdHZ28vbbb9Pc3Iymp4p/Ynun5HLjeOUVHC+9pAbh+owMopYupb4wnWJvEYK3lSE7Qff0RyDLlFy8kEOiSEREBDfeeONPljCcCUeOHOG9997D7/cTGRnJokWLehFcXZ99RtPvHkT2eBAjI2m8eS7vW19jbmQA8aQ9QwpBwt+0NIg5bB81Eo1Gw4033viTtLV9GwKBABs3bmTLli1qcJiSkkJhYSEFBQXqphjq6KDxN78NT7kFdCkpRF54Idr4ODxFu+hesQIkCW1WFpvnXUh1QwNRUVEsW7bslCnYPwSy34/U2Ymg16OJjEQ4gcAsLS3lgw8+QJblXt5AAM6vvqLhnnuR3W40iQn8a6GZuLQjjLVKCKKBQQP+TWxsmOjZfOBP+JteRFHA+oSVNYPnIokiCxYsYMCAAT/6HL7X+fZMtKyurla/jnkOWa1W5s6dqxr4hjo6cLz2Gs41a8Ij6QUBfXo61gkTsC+4CG12Nl9//TWbegK8pKQkFi5c+IMIeNnnI1hbS6C2jmBtDcGWFpRgENFgQJeSimnoUAx9+yAIQi+y7sQ22GBTE9WXLyZYX48cF8VvF3RxWZ6fKK1CTMwkBg96/pSJh+6Ak4/WF5KkCxEoimG7ZwZWq5XbbrvtewVukiQRCoXQ6/U/S4IOUFtbyzvvvIPL5cJkMrFw4cJeiaYcCND96ac4Xn0V/+HjKgpdejqW0aPRJibgP3wY56rVIMt4hg7ly/w8QpL0kyqAFEkCUTzlOnR2dvLGG2/Q1tZ2SltxsKkpPN2xuBgA35zJPDz4G5YluDGKYLH0Z0DBP7BYctl+8E+4G8PDgiKf1rM+90LcBgMTJ05k6tRTTdh/Lhwzkj9y5AiVlZXU1dX1MpIeN24cEydORKfThSczv/Embc8+i3SC1xqE1SUx11+Hd8AA3nrrLTo7OzEYDCxcuFBVuX1fKKEQwfp6AtXVBGpqkd1uEAR0iQkY+vVX36VQKMQHH3xAWVkZYs+alJ+fj6IoND38sDpBfcOMVI6Mr+ECewhB0DJ0yKtERfVWloekEG+sHUKazgt7LGzqmo9Go+HWW2/9fypRkCSJdevWsWXLFiCcGC1YsKDXfiJ7PDjXr8e9cSOujZuQTmhd6gVRRL/sGj6SZVwuF9nZ2Vx++eU/vo0yECDU0YHkcKCJjESblKS+T+3t7bz66qt0d3cTHR3N0qVLiYyMRAkGaXzoIVXx3TR9EP8atZfrkgJoBUhImE1+3mO9yLo3Ny8kMVCM6IDD6ybTkJBG//79ufTSS3/U8f9U6O7u5uOPP1atUgYMGMDs2bPVfVhRFAIVFfiPHCHkcCCIIoLBiDY2Fl1iAtqkZDRWCx0dHSxfvpzm5mb0ej2XX375955sqEhS+J2qqSXU1EiwsYlQT1yribBh6NMH8+jR6HqIsxOLfccKP4qi0Pbkk7Q9FW4bX31+HHWTmjk/MoQoGhk+7G0iIgad8rs3Vn2Ir/IeNAJUfzWSGm0/hgwZwoUXXvidj//YREqNRqO2Kv8cqKurY/ny5bhcrlPaSKFnsMFzz9P5zjvqYAN9VhZRixbhHzuIcm0L5vp24l9ei3fzNwT1er66bBGdPh95eXlcfPHFP9seC+F1ff369Wpck5+fz4UXXng8Zm1vp+GXv8K9eTMAhgnj+POUNobYS+nfU+w3WfrjdFeiJYDkhqRHdJQUTKSyR/V9/fXX/2zk1onw+/1s3LiRrVu3qnvTsYFKI0aMUNtuFVnG8dprtPzt7+HCkU6HZUQhosWKZ9cuVeBgWriQLxITaG1tJS4ujquvvvpH50RKIBBWv7rdCAYDupQUxBNyxBPj8JycHC655BL0ej2KLNP6j3+qk03944fym3H7uC7Vg0UD0dETGTjgX+qk7pr2HZSWLEIvgvEDE+ti5iOLIhdffDH5+fk/6hx+DBRFobOzk+LiYrZu3UooFMJoNHLhhRce9yyXZTw7i/Ds3EmwqRFBo0Wfno5x4ABV7d3S0sLq1atVBe1PaQv0vxX/R9T9D+O/jaib98oCjgjlXJyYwljdYYq6JvIP++1EKDJ5Rw6yvU94IZlQsoNZm79CUGTaI6NojYqhLTIKBLAHAwzrk805s8+nrHS/Khs+0Sul4513aXrwQVAUigsMNCzxMMwmIYpmhg9785Qg4bWNc0kJ7Udo1bCx7FJA/E5VvJ8Ciiyj+P3IXi+yx4vi8yJ7vWo1DlFEGx+PLikJoWfT8/v9fPzxx5SVlQHhNtLzzjuv12YScjjoeOMNHG++hXxsup8goI2PR+ruVseYty24iHU9n3vllVd+L+mw7PcTam0l1NJKqKWFUEsLwdZWfK2tdDo66PZ4cZut+JKSELOyyB02hNyCPPQakdbWVt5++20cDgcajYapU6cyZswYtaoXqK6m/u5fqIMZPGMH8uyEw4xKdJHZ47nX3S6Q84wGqc3Eqovm45PlnywZl1wu/IcPE6isxO/20GU0oklMIq5/XyJOUrO0trayfv16Dh48qAYKFouFsWPHMmLEiPCGqyh0ffIJLX/5ay8Z9zFEzJzJnokT2FFSgl6vZ9myZd9JNaMoCnJ3N/7GRpyNjbibW3G1tuFqb8fd1o7b4cDt9uAxGPEYTXgj7RgTE0jr24cR40eTnpRARUUF77zzDoFAgKSkJC655JIT2qorqbv5FgJVVaDVsnK6He20JvLN4fOMjT2HoAJd7WsBsH2mYa93KnWJiWRmZrJ06dKfNOBUAgGCLa2IBj1iZCTidxwNX1FRwcqVK1Wz9hEjRjB9+vRT/AVRFIRjEwdbW/noo49UA/4RI0Zw7rnnfieFY7CpCV9pKe5Dh2irqqalvgFHZxfdJgtukwmf3ojPYMCnN+Dt+TOo1REjKPTrk8O0qROw6bW88sordHV1ERMTw5VXXonNZiPY2EjNNcsIVFYStBp55jI/swf50YuQmDCX/Py/9iLrPiq6nYjuzxE8sGvHXNxixM9asf82KIoCwWCY7FIUxJPUDt3d3SxfvpyGhgaEHl+Vk+0DFEXBu3s3ne+/T/eKL9X17EQYZ8zgs4x0HB0d5Obmctlll30nla3s8eBvaKCzqRlXazvu9jZcjg48HZ24u7vxOt14fT4COh2hSDua5GSSs7MYMHYUORmpeL1e3nrrLerq6tBqtSxYsOB4MBoK0frEk+FhCkAwO5WnZjVyfh8vtmO3TDSBHD4f6wqRo7XDKcvrT2RkJDfffPP3Ile/DaHW1rByQqdDm5CA5lviDL/fT1VVFdu2bePo0aNA2Mtu7ty5x9XdgQDePXsI1NQiGA2YBoYVWicWaKKiorjsssvO6F10ImSvF39FJd7Dh3FUVtFeW0tHWztdThcuvRG3yYzbaMKv1+MzGPHp9Pj1eqIEyMrOYNKUCWQnJ/Lxxx+zf/9+BEFg3rx5DBo06BRSYcdQM+2LnAy2SoiiiSGDXyIqaqR6LCv3/Bpd+3IEP5RunE67IZFx48Yxffr0Mx3+/yj279/PJ598QjAYJDIykosuuki9TydCkSR8paV4iovx7duvGnUb8/MxzpnNm199RUtLC/Hx8Vx99dXfmhhJLhf+Q4foqm+kpbUNd3s7/q5u/E4nfqcLp9+PS1ZwmS149QaCOh2yyUxyShJ5QwYxZtxIvN3d6vpnt9tZunQpUVFRYX/Ul16i5bG/gaLQmRHNaxc7mJcZQCNATPRE8vP/il4fy/6jr9JU8TCCALwby6bECxBFkZtvvvknb3//MZBlma1bt7J27Vq1TX3hwoVntX04hu7uboqKilT/XIvFwqWXXvqtbZOyz4dv/36cJSW0VlTR3NJKa0cX3frwfuTXG/Drdfh1Bnx6PQG9Hp/egCSKpBr1DB0ykGmTx7G/uJiVPT6u55xzDuPHjwdOmNgLbBqqx3+5h3yzjE4XxbBhb6vDjo7htXWjSRFaocLIpvqF/3ECXFEUlGAQxeMJx+NeH0owcFwwkJCAxm5X45muri6WL1+utpFOnjyZcePG9SIHg01NOF59jc733kM+UZl8bGwv4bbmvdcu40Bb2w8qliuhEFJ3N8HmZgLNLfiamvE1NOBtaqSj3UG314/XHoUvNY2IrEzyxowkMyMNQRDYvXs3n376KbIsEx8fz/z589VnTpFlHK++Rus//oESCCBG2floVgTKwKrw5PKesM7fLpD6by3tYgobJoZj72uuueYnaduVvV78RyoIVFcj+f10m8yYkpOI7tcX3UnXqKOjg+LiYvbs2dNrOFJeXh7Tp09Xi6u+Awdo+uOfVKugY9AlJxNz15182t5OVVUVVquVZcuWfafnTwkGCTa34K+vx13fgKuxke6WFrpb23F1dOByufHqDXiMRrxGEx6TGX1cHBk5WRROHEtuWgqVlZUsX76cYDBIamoql19+ufocdL7/Po0PPQzBIIHEKJ65uIM5fQPhYVmWvuTm3AuIbN17E2Z8GMoEyksmUZua9vPE4YoSJqBDIQSz+Xt9tsPh4MMPP1QtZMaMGcO0adPOSup2dXXx9ddfs3v3bhRFUYesjB49+ltjOtnrxbtvH56S3bQcOkxtUwvjHvsLtqSfP7//T+A/QtQtXbqUa665hokTJ/6gg/xvxn8bUXfhy3OpECu5NdlGjqaZpz13s9kylitWfMhVn73Hx3Mv5qnz5hISvj2Z0kgS4wJuCjUh3Fs3IgoCCxYsUL04uj77nIb77oNQiJokqL0jRJZNRqu1MXDAU0RHhxV4Rxq+pKrsFkQBGjYNpkIZxKBBg5g/f/4Zf3dIVnBKEn5ZwaoRMWtExLMsVE6niwO791FeUUlFeyfVehOtJks4UZUlBAVkQUASNUga8YQ/tYQ0GkJaLZJGQzQyORYzk/NymBYfTfn2rXzd05ZitVqZMmUKQ4YM6RUoSC43ne+/R/enn+E7cNxgWZuUhP6663jraBV+v58JEyYwbdq0U45dURQONrWyobSc0vZOKgQtbRptOJjT6REUJfwFhDQaAlodylkWTmMgwHDJx4y+WZwXZ2fD559y+PBhIOzTMnPmzOOBQiBA67+fov3FFyEUAlGkOT+Buhgv6XU+4irCZOauKxZzJBgkISGB66677rRV1GZ/kKJWB7vrm2l0e2iTFCRJQpFlBElClCTEUAjB7QKnky5RS1tkFO12Oy5zbw+bGJeTvpKfMQmxTOmfw9BIK1pRwOVyUVJSQlFRkdoSa7fbmTVrlqoakb1eur/4Avf2HchOJ/qMDCJmzqAsFFLbSC699NIztlVW1zeytmgPRd1ujioi9dYIXEYTXoPxrNf9TEjzuJibFMOUKDPfvPcOHo8Hk8nEggUL1LZvyemk8f5f4+wxkK7JNlJ2uZuBSb2n21nWibi3pLBp0mQEQeCGG244LdkdlBUOeXwcdvto9AdxSzKSomDWiFi1GsyiiFEAvbMbT2MTLU3NNHV20egL0ixqaI2Moj0yCgEFWzBAYjBAtlYgN9JKbnIiOekppJtNGDW9r0cwGGTt2rXqIIjY2Fjmz5+vGuMeQygUYtu2bXz99ddq5W/WrFlnVQa6fX42bN7GzspqykIKDWYbzdGxdNl++Lqd73VxUXoCznVf4utw9GoDC3V0UHv9Dfj27kUWBVYtkhkwNohGgLjY6eTl/QWdLoKm9q3sKVmMVgT3xlSKCbfj33zzzWdUGwRkmdZAiGDPex2l02LTnKoeA5AVhYqjNezbW8rBxlYqBRGHoMGr1SEJAoIsh9cHWQZZRjz234qCgIIgK4gaDRqzCUNkJHnJCYztk8koq5FVX3yhmkZHR0czYcIEBg0adMpxSy43nh3b8ZaUEOroQBefgGXyZL4oP0hpaSkRERHccMMNp21/6vZ42bizhK0NLRzxBTlqttJmjcBjNP2g9ynO4+acSBMX9cvi6OoVHOlZ2yZNmsTEiRPVY3dt2kzDL3+J5HCgiALfTNAROM9Df3uPNUEAoj7VIO+IYPXs2UiKwiWXXEJeXt4pv1NRFI54/JS6vNT6AnT6A4RkmZCsoEVBoyhoFQWcTujsgNY2ujs7aQkEceiNdNgi6YiIpNtixeb1khD0k60V6BtloyAjjfykeNKM+l573LHpqitWrFDbjsaMGcPUqVNPO+Biy5YtrFu3TrU8uOSSS86oFpZkma07itl68Ah7/SFq9Uba7NE4IuzIP9DOIM3rYlF6EjEVB6gqCSdoJw4bcrz+Bs1//jPIMtWpAnW3BMmKkBEEPbm595KSfBkNLas5UHoHWhGCG+LYJpyPyWTitttuO2Ni7ZFkGvwBdY2L0GqI1GqI0GownHQuvlCI0rJD7Cs/wpFWB7VoaNPrCYoaZFGDTpbQSRJ6WcIgS+hkGb0so5MlDJKETpExGo2Y7XasGelk5GQyNiaSoKOdd955R/WazMvLY+TIkd86mQ9QSefa2tqzJq5ut5vN24vZWlXDoYBERWQ0zdGx+Aw/TOmgDwUZT4j5uWnUfPoh3R0OIiMjWbp0qZpwuzZupOGXv0Lq6CBo1LLy4iCDRgbRiSCKRvTGNHye8Ptn2iSy3XUhXRYLo0eP5vzzzz/9+UoyRzzhfckjyciARSNi0YjYtBpsGg02rYhGEGitb6Cm9CDVtfXUdnTRKGpotthoiYoBUcQWCmFTZKIEhSithmiDjmiziViblSh7JPaYKGw2KzatFrtWg1EjUlNTw/vvv093dzdarZZRo0YxatSoXvF/IBCgsbGRyspKKioqqK+vV9vUMjIymD9//hmHG1VXVPHNzhKKWtqpFLTUx8bTGJtA6Acqn3ShEJNFidHaEC3r1yBAL49jx2uv0/zIIyDLlOWA68YgKWYFnS6GwYOeITIyXFzfcvAxvA1PgwSHNk6mWZPWy9bmdPBJMk5JIqQoWDSaM+5RAJKicLiqhj37SilraqMakW4EPD37FLKCgqKSZxD2c1b/3vO5gk6PwWqhIDaKCf1zmRRhYtXnn1FaWgqEJ/xOmzbtFK80yeWm66OP6F61Em/JbpAk0GqxTppE64Vz+fSbb87qGeuTJHYeqmLH4Ur2uX3UC1qajSbcegNBTThPkL+HejDK62acXsO8gX3p4+ni4/few+PxIIoiU6ZMYezYsepe5Tt0iIZ77sVfXg6AOzWGrQM9KFEeBpRrSCyWkLR61l62iC6/n5EjRzJjxoxTfuexfWp3eyelTa20+vx0BSVkSUIvSWilEFophCYYROjqwu120y5q6bBF4oiw02GLUM9RlCTSnZ30E2FUSjxj+2YzwGpGKwrqQKWioiLKy8tVYudkv3DfoUN4d+9G8fkx9MnFNHw4n65Ywe7du9HpdFx99dUkJSWd9vpV1tazfududnW7OSzqaLHYcNgiCOp+WBEt0etmblwk06ItbHnvHXw+H/Hx8Vx66aXqeufdu5f6O+4k2NCArNWwZkaIrOlBdZDWMWiagNcS+Xp0uBX9+uuvPy3hrygKVd4AFR4fzYEQXklGEEArCBhEAZMoYhRFDKKA1tFOe9VRKhubqXZ6qFcEGiOjcFqsCIBJkogP+EgQFJL1WpKtFlJjo0hLSiA5LpZovbZX/BAKhVi3bh1bt24Fwl1oM2bMIDMzs9cU66amJrZt28a+fftUEUReXh7Tpk07Y9eUoihUHjjI+j2l7Gt1cNhgpsUeQ2tUNH59WMX4qeBk5OSf1l/1fwr/EaLuwgsvZMWKFWRkZHDVVVexdOnS72U++d+M/zqi7qWZVGhq+H2qjFEIcaP0Cl6tiWf+fD+jJ48n/u672euXeL6ulVJXWFGQqNeRZNSRqNcholBdcZRdnU6qYo8TACleFwWVpeQ4mllw0UUqWefZtYu62+9AamvDa1WoujeEPVYBRJIS56E3JFJR9TRaUUbYa2Jj5wJEUeSWW27p1drmCIZY2dbFuvZu9ne7qfb3NoQVgEhRIEorEqXVECUKaFxOml1e6gWRNsuZzbt/KERFYYpZx3mRRhxrV9LZHlYKRUVFMXLkSIYMGXJK8hBqbw+Pw7baEFKSefW116ivryctLY0rr7yyVwJc1uXite0lfBEUaDH/sClHZhSsKFiDAfB6aTCY8Z0g99bKMlMsOsYLQVrXrSQUCCAIAqNGjWLKlClq64fv0CFaHnkUd08bj3oNrFacN97A5z1eR8uWLeu1dnQFQ7x5qJqPqhvYZ/px90Ds2SROlyhaQkFG6kXGpicxOjqSArOe8v37Wb9+vVrZGzhwIOedd95pjasPHjzIO++8g6Iop/X1aPH5Wf5NER90uCmP+XaVnU6WMCoKRlHAqNFg0uuw6XVYRQGzz4e3w0Gd20dldFyv8xknymTXHMJccRCxR8l0jFxQFIWujz+h+Q9/CLeYAdUFMu5hCtEehehiEU21lrWLL6czEDglGZIUhdVtXbxzqJrN3iAuzc/fEhHn85CsSKQadKRFRZIRH8tAmxlbSwOfffIJLpcLQRAoKCggLy8Pg8FAQ0MDu3btUonWnJwc5s6de9r11y1JrDxwhI8OHWWTNQr/WZRONhSidFrsBj0RWg3mHoJf/RJFtLJEfUUV+zq6ORifrN6bSCnE4Kaj5FYdJDnKzpVXXhk2WPd4aHzwQbo//QyAw9NkjPNCaETQ6aKw2QbR1r4JUZDRHdCwseUSQqLmlHZknySr69uOjm5qAyFkeic8WgivbxoRuyKB10enx0uNwYzvJ1R4HUOEHGJWfBQjQx5q163C3UMGWSwWCgoKKCgoOONkX1mWWb16Ndu2bUMURa666qpe1X2PJPNh6WHeO1zNTnvsWckfQVEwyBIGRcEogFEjYtJqMeq0GAQBQzCI7OymyeOj2mYneAJJla2EGOfvwrDzG7SyTHp6OvPnz1eJjmBLCy2PPEL3ii/Vn+mKF9AbJAxNAkJQYPvSJVT7/eTk5LB48eJeQeyOLjdvlVexptuHQ/vz+FgegyEUIlsK0M9sIC8pnn72CPpajMQjsWbVKvb0THKNiYnh/PPPV0n+mpoavvrqK9UvbfDgwcyePfuU6rmsKOyoaeD94v2s1Bhps515irJOkYkQBCL1WiIMeiK1Wqza8HtkEsN/6mWZ5ppaylsdlMYkqPdFL0uM8ztJ3rMdm9/bS1nq3raN+jvvQuroIGBUKL9TIiZNPvVa7BHZ0roAj97Qy3YDwuvcuvZuVrZ2sbmtk9qQhMLpyQMzChGKjDkYoFuS6dAbkX7iVj1BURhj0nFRSiz6kh2UlhSr/2YymcjMzCQhIYHY2FhiY2OxWq2YTCYCgQAVFRWsW7eOjo4OjEYjV111Va/Ci0+S+bK6gbf2lbPdFEHgDEpjgxTCqChoBdCJIjpRxKLVEKnXEWnUY9ZoMAJSh4OG5jbKtAYcEcfvf4oSYlB9JamVB4m0mLn00kvVSZjB5mYa7v5FeHIgUFsg47pMIjLq2HRpsH4t0lpawK5BQ05LrFZ7/bzb0M7qhhZKgwryz9hyeCZoFJm+gsKElHgusJupWLNSJfkhHNeZTCa8Xi+dnZ2nTJJNT09n1KhR5Ofnn2qmHwjyzuYdvN3mpDTuzAq9SEUmWq8l2mjAotVg0oQTdZMoYtIc+1NAdrk5criCnYqGpujjyXJOwEP/gyWkdrQyZ/Zshg8fDoQJ1fo770J2u3FFKdTeGyIyUgE0JCbORkZLc+P7CAKENkWzVZmJwWDg9ttv71VcafQH+Kylk40OJ/u73TSFer+bOgGitRqi9TqiNSIRUhBPVzctHh+VJgv+H0iinA1mWeKCaCsjZR+Na1fi61F2JyYmMmLECAYMGHCKDU7YiqQLbZSdZoeDl156iUAgcIpnrKIorKtp5M29B9mgM+P5AaS3XlGwiWBRZCw+H26/n0azrdc+FSmFmBMbQXL5XrrKwh0s8fHxzJw5UyUN5UCA9hdewPHSy72VgYDGbqd82TXsqqsjIiKCm2++udc5H/X6eWFPOV92uKg3/nRegSfDFAoyRJAZkxLP6IRYhkeYcTvaWblypdpWHhUVxcyZM0+xW5BlmRUrVlBUVIQgCCxatIi+ffv2+p5mr483NhfxWYeLg2d5j45Bq8iYAbMoYtZpseh1WLUiVo0GczCAv7WV2i4X5dFxvYjysUKI1IN7iGqqxWQ0Mn/+fPVYpK4uGn79a1xrw51knfFQfXEIa6aMXgFbsYj1Uy0bZl9CG+EhTbNnz1Y/W1IU1jucfFBVz/ouD53if2Y6qkaWsPv9xCgSsSYjufExTIiPJqWtkXVffK5OU46PjyclJQVJkqivr+81dTszM5Np06adUanZ2NHJ+xu38akrwL7kU1XjxxCNwnP9Uhmf/O1q/v8N+I+1vra2tvL666/z6quvcuDAAc455xyuueYa5s6d+7MZqf9vwH8bUffM0/fzdnwyD0T9gwpyeUB4lAiXk/XbV5HS4yv3XaBIEsUff8prpRV8VjgWjym8+Ke2NzO6uoxrpk5SK+XB5mYafnEPnp07UbQKTVdKKMN6b/D6gwJ7aufSZrAxYsQIZs6cCUBbIMTfqxp5s74N/2mCN0GWv7Pqwu52khHwkW0ykGMzk2oxoTEYQK9H0OnQ6PVoNRq0AmgEAY0goBMEdKKAVpGRauuo2bOXksoatqZlczDr+EYTq0iM10hE7tmJyRH2E9FqtRQUFDBw4ECysrJ6JbR+v5/33nuPI0eOYDQaueGGG9Tkscbr53dbd/OlcHyj1QcCDGqsYaAg089mJi0miti4WGyxMQhWKyAgo6ATBIyiiF4UsGo0aE8ylJNcLopWrmH1/oOszurH4fTj3lPJcojhbgfR+4owBQPYbDbOO+88CgoK1MDTX1GBe+s2JIcj7PEwZjTPvfUWLperV/uROyTx972HeKXNibsnOBNkmayGWvIa60iVg8TKIXRaLYJOj6LXoegMyAY9ij0KIS6OmMR4UuyRxBt0xOq02HUaRKCj3UFpUQlFhyrZpmgoye5Lt7U3CWhQFIZGmBlrtxBZcZDGbd+AomA0Gpk+fTqDBw8Om8XKMjt27GD16tXIssyQIUOYM2eOqnKo7HLxjy27+EhnIdRDbImSRH5rE6NEiby4GPokJxCbEE+ExYS5J7DWfIdEQ1EUWot28dnqr/nMFs32giHqs5zic9OvqozclnrSUpKZP3++2iYUbGyk7amn6fzoo7DKsQeamBiqr7mab2pqsFgs3HrrrRiNRhRF4ePmDv64v4I6zfG13OJxk9lYR2J7KxafF0FR8PW0Bvj1Bnw6A36DAZ1WQ7QoEGcykBIZQWpiHCnxcSQZdEgdHbTV1lHZ2MIRp5tKWaDOYKIhJg6v8cytI3ZBYVacnZTyvXTtLTnt91itVqZNm8aQIUN6T7iUZNbWt/DhgcOs1xjxn0CQJHa0M0wKMCQ+mj7ZmaRHRRCv12LXatGdbK54tnsjy1SvXsNbm3bw0cDh1CaEFX8Wv5fCqjImyF6uXLoUq9Ua9v545x2aH30UxesjkCHTdK2ENvr4dmzYL1B9cDyH4zNJSkri2muvRRRF/LLM87Wt/LuygY6TiblQCF0oiCII36qK0QUDZHZ3kquBPmYjSRFWLHodOo0GRaNFEQUUUQx/CQKKRgM9/y0rEOrsJNDQQGdFBfvdfrb3H0hHpF39/AwRRuMnYs9ONI7j3mfHppFmZ2eTmJhIREQEnZ2dbN68WVXpXnjhhepUu5Cs8NbBCv5a3UrrCc9HSnsrhT4XA+w2+iYnkJmSSHSUHatGg1EUvnNbR9eRSr76bAWf+BU2DC5Un0F7KEi/hir61x0hUgi3hxUWFp5g3r2N9hdfCvsB9YRR+uxsuq+6kk9KSxFFkZtuukmtIG/tdPGHkoPs4nhwrw8E6FNbRXJbC5HObnRSCEEBSRTDXxoNisUKEREoUXZsNhsJMdEkJsWTYDETq9cSEQjQWlNL9dEaDrV1cDgkU2mNpCYx+YxKAYOiMCHayhiCOL9aha87THBrtVoEQSDYM0RCq9UyY8YMhg4d2ots3NXp4oM9ZaxwB2k2H1fYWb0eRnQ7GGK3kZedQXpiPIkGnao8+j5o2b6D975Yw4fpfSjNCSc8WlmioK6CYTWHmTt9mqoACjY20vjA73Bv2oSCQtdkGef5EpoIIAiWDSKN9YXsyepHREQEt956q+rP906Tg8fKa6hTej8vZq8Hs8+LqCjhNl3TmZNVm8dNrrOTXKOOzEgrKVYrBq2IqISVrn5JJiBJ+I/9XVHwKwp+BQKygs/jwdPVjafdQWVcAkeTjyc1FkXm3EgTfZtq8OzZRfA002dPh4iICBYtWqSqS3ySzCvlR3mytpV2/fE4Iba7i5E+J4MTYijITCc3IZY4nRbzWZROp0Ooq4vtH37Ce0cbWTl8NJ09pK3d52FQzSHyW+uYM2OGanWiSBKd771Hyz/+idzVhYJCME1BigZdnYBMDCtnzsQbCPRSe1V7/fy+tIoV3d5e5FyEy6nuSygK3h7bCI+xxz6iR71u8XqI8vtIFmRSLWZS7RGk2SwkaUDw+ens7qaj20W720uHP4AjJNGBQJeooVurx6PX93ym+ZRiQZZOZJpJQ/T+YrqrKk65RlarlYyMDHJycsjJyTlFQacoCjua23m1aB9f6sx4e+6TKMv06WhjmEHDgKx0+iQnkGU2kqjXfa89CiDkdLHtzbd5s7mLL0eOx9fTDp3R1sjYiv1cecG5DB48GAhbmTTc+0u8e/YgGxSarpJgUO843LRZw5bQxbhEbS8Lkxqvnz8eqefz1q6w+u0kiJL0ndRkhoCfrK4O+moFcm1mYm1WLD0xhqDVIGi1iHo9gt6g2l/0+nV+P/6qo7Tv309JWydb+g+kKfZ44TQZmZGSl4jd2zG7wgVavV5Pfn4++fn5ZGdn9ypQnDgcLjMzkyuuuEItin5e18yfSyupNBxfK6K6Oxnc3sIgo5YceyRp8TFER9owRkRgsFrR6rRoe3IHDaAVhVNUuwDupiY2fL6S1fWtrBlUSLv9+ECoIbKftIoykhqqEVEYOnQo55xzjqp+lrq66F61Cu/evRAMYiwYQPfIEbyyPOzzedlll6mkUmsgyH1b9/CFpFEVibpggP7VleS0NZMYDBChyGh1WoIGI0GDHllnQNLrUOxRWGJjSEyMJz7KToJBR7xeR4xOi6TINFUcZd++UkrqmyjWGNifmXNK54tGUcjXCoxKjCHD1UnH12vw9BTOCwoKmDp1KtHR0bS0tLBq1SqVzDtRaa0oCkUtDp7duZeVRtvxOFyWGdDSwHC9yOD4GLLSU0iKi8Wi1WIUBfSi+J3fJ8fefXy+Yg0fGyPYNnCYuhakOTsoqC4no72JSRMnMmnSJPX5cK5dS8ufHyHYY8tyDIog0Lx0CRt8PgwGA7fddpt67z5v7uCR/RUcOcG/UxcMkNHUQGynA7PPhyL0dEbp9Ph1egI6XfhPvQGzAGmCTLrVQlZiHOnxscTpdUjObjraHTS0d1Df7aLJH6RJFmjSG2i12tT1+3QwoTAj2kZOfSWuXduRpd5dOhqNhv79+zN27NjTCrhaA0E+Kz3Mx1X1FEXGqNdOkGUGOloYbDEwKDONnKQEko16EvW67x0//L+O/xGPuuLiYl5++WVeeOEFrFYrixcv5qabblLNv///hP82om75k/fzRk4mdxofZVVoBq/prmH0wb18cMVFaKzf3zRf6uqi4qlneK7Ty7tTZxDQh1sx8+sruScrkfPGjQ2PgJZlOt97n4Z/PIbY6cSfI+MdLqOYQH9YoEk/hqLELHQ6Hbfddhs2m40vWzu5a18lHT1tuDm1R5lYsoMBlYfIcnUTKQXQSTI+UcQlaukyGOjSG+k2mem22pCSkkiOiSYjK5P+QwcSl572k3gEKLKM+5stlHy2gg80RlaNnkTHCdXn/iEfmW0NxFUdwhIIt4ZaLBZycnKIj48nEAiwZ88eurq60Gq1LFmyhPT0dDySzD+27eY5j4Rfq0OUZcYd2MPFVh3nTRpHRPZPNylRURQ827ZR9MkXvKc1s2r0RJyW8CarlWX6O5rIqT1CYreDnOxsZsyYcYrMWZIkXn/9dY4ePUpsbCzXX389Op2OFdUN3FdWTbMhnCRnNtSyoPowF/bPJmPcGNUE+aeAHAjg2rqNom1FbGnrYE9SGvty+52yMaVoBPIbj5J8uBRTKIDZbCYpKYn29nY6OzsBGDRoEHPnzkWj0VDa0c3ft5bwpcGmbjz9a6qYj59LJo8jIePHe3+cCF95Obtff4vXRBNfjpmkEgwxri4G1lWQ39HEzPPOY9iwYeozHOrowLNtG6G2dnQpyfj69+eZF19EkiTmz5/PoEGDaA0EuXHnATYHwltDhMvJjB2bOF8IUZibhTE7G21cbNh7URDgBLJI0OvRJSaovozfFYokEaipofHQEaoam6hxdFLv9lEvKTRGxbA3t1+vgK5AA0O9naTVVqD1+4iOjqZfv34MGDAAvV6PpCjsc3rZ0NDChvoWdiki/hPUgMmtzUxva2BevyxGThj7nTzzvvO5BIO0v/8+yzdu55VJ51GXEE6UkzpaObe9jnvmzVbfi2BDA42PPIJrzRpAwd9fQYpV0DYIdEXksSFvGLIsq5OsKz1+luw4wJEeUiHe0ca0nd8wrLyUXMlPvKIgiCKy243X68OBQLfJTJfFiishETE2ltjUVHLy+tK/cBgG2w9T3Z4MqbMTx6efsX7LDlak5fD1sNFqAggwVJDIdzkwHtqProcUOh1OHLSjKApfVtbyh7JqKnvUzQntrcxvOMrC4QPJGz1CTcx+CoRaW6l5/Q3erGnh/fFTaY4JV251Uoi+jTUMbKhgcHwsc+bM6eWTJbncBGuqEW02gtHRPP3007hcLsaPH88555xDQJb5w57DPNcZVm3oAwGm7trKHL+LsX2yiMjvjy45GdFkAo02nHyKIvQQoz9k/5FcLtz7SjlcXk5ZYyuH3D6qrBEcTUqhJjFFbSUBsKIwPOQh8dA+7K1NCITJ1IKCAiZOnIjdbkdWFEq63Xx86CiftztpNBwnTM1eDxNrK5mTGM0FUydgsv10SnRFUXB+9RWr3vuYl4aMpqRfWHVv9nkYXlPOjf2ymTJpYjheUBScK1fS9O9/IR2pREFBjgDRA77CoazNG4LH62V2j2qoxR/k2p0H2B48vs6ds2Mzo8pLGaCFWKMBUa9H9vtQvD6CwQAuRaBbo8UdG08gKYmYrEzSCvJIH5D/k6whSiiEa+MmDnz2OR8LRlaOmUjjCV0IGciMshnJ9nYT196Ct60Fh8OB54QpsHa7nYEDBzJu3DiMRiMBWeaNskr+WdtKS899i3O0M7PiAAuH5DN02mTEn/I96uig7vkXeKOmmeXTZtBmD3c52N1OhtQe5qIEO7NnzFD98qSuLjo//AjnmjV4qyoQrBbsk6dSnJ/Pjj17iI2N5cYbb0QURV4+2shDlY34exQlhQf2Mm1/MRN0AqmpyWij7OF7Fgig+AMgyyiyhCCKiPEJaNLTiRg8CPFHDHuSvV5Cra34Kiqo2r6T7RU1fN0njy2DhqvFEUFRGG3WM9Wipa8gkWsxER8bi+2kd0NRFDpDEgdcXjZV1PBxcwdHT9jn0lsaWRBwcsWksSSlp/7gYz4dgvX1HHzyKZ7VWvhk4nSCOh3aUIihtYe5Jy+LCaNHhd+rUAjHG2/Q9NS/ELvd+HNkfINl0IJhv0hVv9nsNVh7DTpaXt/KLw/W4u+JgwYeOci4PUUMOHqEdJ+HKFlC8fvxBgJ0anV0WiPostrostpwRtixRkcRn5JMQb8c+hUOQ/8TrSmyz0f3qlVsWreBT2OS+apwDO4TCg0Fkp+shqPEVx9GL4ULmkajkbS0NKKioujq6uLQoUMoikJCQgJXXnklJpOJ8i4Xv9q6m62G8L0zez3MPLiP+RlJjJ8+Gd1PmAfKXi+OTz5l9aatfJBbwNZBw9V4M8bvJae+krymaqK1GqZPn86QIUNOaZV3uVw8//zzdHV1MXjwYObNm4eiKLx34Ai/rW2nq+c5HlW6hwUeB9MH5RM7ohDtT+gPKQcCuHcVs6eomO1NbZTYotmX20/dd4/BjsKwkIeYPTuIcYVjB41Gg9RDDul0OubMmcPAgQORFYUvqxt4vLSCvebj17ygppL5Yoj5U8aRlPrTdv75jxxh96tv8rImHIcf21uTHS0MqTvCGIue+fPmqTGDEgzi/Ppr3Fu2ILW1oUtJRX/+eTy3ahVer1ctSnglmfuKSlnuCZ+n1ePi3O2bOa+7ncL0ZCyZmWgiIxD0ejhGdAlCOCYXBDRR0RiysxB+gGhKDgRw19bRXN9AU1MLzfUNNNTVU2aOYEfBEDWmBcgQFc4xaRjg6SJZUIiPjyMrK0td350hiWpv2OJjd2Mru1od7NOZVBIYoKChhjkmDQsmjCYl7v8dD9KfE/9xoq6xsZHXXnuNl19+mbq6Oi666CLq6+vZsGEDf/nLX7jzzjt/7K/4X4X/NqKOjY9xmU/mGu2zPOO5jU2WSVxzeCs3TpxIRGw8tpjYH5RM+A4dYs8T/+Lx9H58NWIcACaflwslF38+dxLGnsBX9vlo/uR9jqx8n2BLM6EoK0lzLuHrZi/t7e1MnDiRKVOm8ER5NX9u7AQgu66GW778gKkD87BNmYJxwICzkopKjxfT9yUYfggCdfW0vvMOK/eX88XgEWwbMLRXZbGvp5uk1npSG2uw+XubrdtsNi6++GJSUlN5f08Zf6h3qC2ug48c5DehbsZefum3mov/+HOoo/Gt5XxUWcvHIyf0UgomdLbTr7mG/u2NjCsczsiRI9Ug59NPP6WiokIdvGCwR3HvV9v4xBAOxJLamrmzrJgFCy/EfBpfp58aiiThLSmhe81aDhTvoSgyrFLblTdQDbp1skS/tkZy6ytJ6HYgEA7epkyZwogRI9jW0MLje8rZYD5O9I0+VMpNNj3T5sz4QWT290Hg6FGqXnmV15wB3pt8vqoUtLu6GVhfwQUWHXNnXHCKCXcgEODFF1+kubmZ7OxsrrjiCr5paOGG/VW06Y0YAn4u++pLbuqTRvLFC3/2Z+p0kL1ePDt24Fi5io0VNXw+Yhybh4xQWw50ssxAQaKPUYdZgC5/kEpfkINaPb6T2nQT2luZduQAc5NjGXPeOeh/5qEzkstF0wsv8mJVA6+cN1dVEA+ur+JPowYyvM/xdyZQU0Pd5x/QWLoTyagj85y5bOkKcPDgQXJzc1m8eDFb6pq4qrSaLr2BqK5OrvvifRakxBF93rmYhg5FPItRvKIoP+s0uhN/j2fnThrf+4Av2rtYOWI8u/vm91IwZ4f85BMk0dGCtb6agMuJyWQiJyeH8ePHEx8fzzdH6/jznkMURYST/AiXk6vLirlh+iTsQ4f8rOcgdXfT+tZbfFRcyvIxkynPDLeDCopCTnMdg1tqWDi4gDFjxvRqFQqFQrz11ltUVlYSGxvLddddR63Hz3Vb9lBqCq/RM79Zzx0mgbwll6P9DgMZfkoEW1rCJvS7drGvqIS1aTmsHTW+FxGUpYSYHmmiICEOrSxT197J3jYHWxQNHbrj52ryeRlXto8ZRpEZU8djP4M3508FJRSi86OP+PzLdTx5zmxqksLJVnxnOwtkN/fOPFdNDBRFwXfgAM59e/AHvcQWjuWrykp27txJTEwMN910Ewc7nSzeWUajwYTR72PJyo9ZatOTOGsW5uHD/iNxwLchUFeP44P32Vi0hy/yBrNh2KhTVLLpSohBFhODY+3kGHXkWE1k2SyICBz1+lm5/yAvtzqp7yG64xztXFNaxJJJY4iaOOFnXROC9fXUPfssb7U5eePcuaraNtrZybj2en41aQw5J0yGPhE1NTW8/PLLKIrC4sWLScvO5hcbd/GeEk46h5SX8ovSIkbNm411/Phwsvo/BCUQwPnVeuo//oSVAYVVI8ezu4dQPgZRUbBLIcwoKGFrNfyCQJeoPUVtZvT7mHqolMuTY5h8wXQ0P8EE+bPBU1xM0b+f4S/DxlGUH1bSRXd3skQf5J5zp6pdHZLLTfNnH1K59iMCba3IibGkL7yaD3bux+/3M2fOHIYOHcojxQd4vDusyB1aXsqtX3/JiLGjsE6ZjKFv315TMyEcg8leH4rXg6DTIUZG/kf2Kt+BAzS+8y4rapv5cvgYdvUfoO5TWlmmv89FQms9iaeJw/Pz85kzZw5+UcMjX2/nNdGEpNGgCwa4fPtGbhteQNL554ULLj8TFEXB/c0WSt//gHcMEXwxbqrqrauRJPo21ZDXXE1hVARTpkxRfcQcDgfLly+npaWF6Ohorr32WjoCIe5av52vI8MFxOz6Gv7QXsOESxf+pEXysyHY2Ihr0yYqikrY0d7F7rQsNg8pxBF5XDmY5ukmu76KnOZaDLJE//79mTp1Knp7FO/vPcgLTZ1U9eRDumCA6Qf2cHVqLGNnnh8uhP2M8FdVceSlV3khpOGjSdPVtTq1rYnhTUdZNrqQwsLhpzzbiqKwfPlyysvLiY+P5/rrr6eyy8U1W/dyyGxDkGUuW/8lNyVEkn7xxegSvt1G5+eAoij4y8ro+Phjtuw9wOcDhrN++JheBdkIKUSSLGFAxoNAq6Ch6wz2Hv2qKznX2c6C4YPoO2bkf+Sd/38J/xGiLhgM8umnn/Lyyy+zevVqBg0axLJly7jsssvUX/rRRx9x9dVX03Gm8fH/pfivI+rWPczNeJgvvMe93sepN6dy0Revkl3bY/gbEUlidi4J2bkkZPchIScXa1SM+uLJsoK3O4DT4cPV4cfnDiIFZaSQDCiEqo6wa38xL48bSk1iOHlJ7erg9wOyuSD39GPqv/rqKzZu3IjFYuGmW/4/9v47Tu6rvvfHn+fTprftVdJqteqSJcu2bMsdMB1MhxBaLiQkF34hlNwkN1xu8k0uIZBGCxBSCAklYKopNrhX2bLc1Hvdvjt95tPP748zO7trrWS5yji8Ho95zOzszGc+53M+511e73I+wJ/etZ1vNra6fv2tN/K/sxbd7/+dU3YmPFcIvJB6xcWuekgJmiYQoY97z+2cvPs2bsDkjvWb2Dm4Yt73hsp5VtoVBiM663q7WNrXz9bd+/lavsbunFKqndOTfGT4IG9903VYXc+8UpWhpFZ2qRVdAj8kDCQIMC0dLXSp33ErDz1wP9/r7OaWCy9tRpTido31xw6wbGqYdl1Qb/QBMQyDt771rRycLPK/xiuMpjJoYcjbt93FH27ZRPtlW57xMTTHIiWeHSABTRfq0SiTm1FE5V/+kolbb+dn2Q5+cNVL5pX6LqqW2BA49MWiTNkO92JyrJGJJ8KQq3c9wv/sSHPJda86xSB9JuC7AZW8QyVv47khMpCq6a6pISoFJm/6GddXSnz/ssuaGZuZSpmNJw7w9qU9XNYgTQuFAt///vc5evQo8Xic9773vfzT1kf4BytDqGksGT7OZ/ZuZ/P/fP9zZqg9EYJKhdJPfsrhG3/BDdEUP91y9bwSsccjXq+xYf9uLpoc4fK2LBuvuYrY2jXPuEEgQ0m16FItOtRLLrWyi++GyFDNjaxWGLnvDr7WnuT2jarHXMy2eXNY5c+vvYLIAhHPxx57jOuvvx4hBL/7u7/LL3Yf4o9cA88wWHn4AJ8f3s/K3/sdjDk9Oc8lwiDErvrYVQ+kWluyXMC55UYOb7ufGxI57lm3kT2LB+eRdkYYsjJwWG/ptGmCYrXKfU7A3owilU3P5a07tvPhSzbSfcnmZ+XcfTegWnSoFpR8FppQQenAw777du576AGu33Ae96+Z3XW8f2KEjYUx3jq0hGWDS3Ech9tvv50TJ05gmibvec97uGXPYT7uGtQjEdKVMn+69Rbe8q7fIPI8qDKQYUjtgW3kf/wj7tp3mJ9s3Mwd52+el2n3eMTsOpfueJiXOmVeduEG2q6+6hnNRJ09N4ld9ZpzUi06BF6I0AR4HuWt9/Dj0hj/dflmKg39vnb0OH+2aTVblg+ecryDBw/y9a9/HVCboO2ZLPI/p2xqkSh9YyN8dse9XPh778d83OY05woylDh1H7fuK1uBAOfB+5m++3ZuG5/igZ4lbF+5hpMdCzdMXwi5YoHf2vcI773qUnIXXfisnLfvBdSKLrWSethVD00TyMI0UzffyI+Ex/evvIxyg3jqKEzxWs3hI1deOm+ji3w+z7/8y79QLpdZv349F192Be++62EezbUhwpD33/ITPvySK0hddeWzMo6nA29sjMIPfsSeu+7mJx19PLBqHQf7Fj9hG4LOqQmWHz/Ci70ar73kAjq3XPKMkzwzdlwl71DNO2pd+SFhKJGhxN2zi9uO7+Xfr7iQfFqRHevHTvI3l5/Put5T7zUpJddffz07duygq6uLd73nPfz+jXfxo5SS3e+4+af88dpBcq9/3TklUufCcwPqZRe37gMN28+t4dxyI4fuvoOfpFq5afNlHO+an3U1WC2xwa8zlI5z3qJ+NN/n1n2H+ZYeo9AghrbsfpT/k4uy/g3XPSvj9b2AasHBrvgEQUjoh2i6wLB0wvFh8jf+jBuHh/nhBRexe2BWxyweH2bl2DHW+XVSiThjY2OEYUgymeQd73gHNzyyh0/6JpVYHMP3+R87HuCjr3oxqWdRT4VBiJSNACICodHQu432Cp5Hbds2pn/wI247coKfXHDpvABtzPdY69TIyICxAPYk0niN/yVqVd6wYzu/s3YZS1/6kmcl6OLWfcp5m2rewXMDwkCtId3UoDjNyZtv5BuGxk8v2YzbaD+xZOwkL3IK/PZVl7Fo0SKEEARBwE033cTWrVvRdZ33vve93LH3MH9sa9QiUbLlIn/58D285rffg3kWO0k/V5CeR+XOuxj58Q38pGxz0wWXsnNgCPc09326UmbJ8AmWnzzKGhFy5dJFDL30xc+rMT3XeE6Iura2NsIw5G1vexvve9/7mv1k5qJQKLBx40YOHz78VH7iVxYvNKLO/tkf88nIOBdwP+8TyuD9wNf+iq50kvLkxCn16QC6mcSK96DpPQTBEqTIPaGDHAp4cDDCretiOJYyUjYeqfHWksXSrjQtPQm6B7OMFo7yne98Bykl1111NZ85NsUv+5ciwpDfv/3n/P6bXkNs3cI7PVaLDoWxGnbVw654+K5SdkITmJaGEdExIzqmpavXlk7gh7h2gGsr49lzAty633wv9EJCyaxjHkp8N6RWUk5GreTi2adeo7kwTA1T8ylrNrvbJY8tSnOoJz0vPfjxiNl13nlkDx9+yZVkli0cmZ5B4IdUC44iFAoO1YIy0hDMKsdQEoYSt+ZTKSgyqJJXnw2DsxMTnhXyaL/gvuVJptON/ipByPojoywdPUm/bpPqbOEXeoytDQKsZ3Kcv3YLvOjNrzttmraUknrZozRZpzhRx637BL4ie6VkzlZfsrkBmAwl9YrXcB7U2Gsll8A7tdH4DGmnG1rzfhBhQOjYHI8H3D8Q49GBNJ55aomQ6bm8Ys9j/E5vCxte/cozOq8z56ScUId6WZ1PGErCYO5DEaKuHTTnoTxtY1e8s5sHHR4eiHD3qijluDrnZN3j0t0jrJ2cxqOIZxaJmILLVqzmMzXYulg5uS/bsZ1Pb1pF+6WXLHhs3w0oTdkNh8zBrngNQ2X2WgptDgmqKUPMqfrUKy71iodd9hRxXfHw3ABd19BNrTkHai0pkj9szLMi9yW+r3YgjeguJavOiYRLyfIJ9ICsZ9MvPDaldFYN9pO68EKM0+wy9XgEfohT83FqHk5NkU5OzcezfVwnwJv7sAPsiktpyqY8bRP6Z7c+jrca/GxTnLGcMh678i5v2G9zaVcbLT1J2vuTuEaRb377G3iexxUXXMjtk2W+vFhlLF25dwdfvGgNredvPOXYUkrsikdpylZErq3ONfBDDKsh1yI6VszAiupYUXUOdtWbfVTUw2mQBHMOruRDQ84Ffki9Qd7XSi5OzT/lfGagaQIrpmNKF4cq+1M++9qj7F7cQjG5cJTb8H1evfcx/mDtIENXnjnzx7X9ppyyq15zfmbGHvghoa/OOQjCxrl7TTl4pnOfi4m0xn0rojy2OEKgq/NpLda5aP8wg5PDhFaFmOFx0fIVfKUuuHlA9fw578gB/qEzyYqXv/S043DrPoXxWlO2+a46T93QMCwNw9TQDA3dUHrRrnrN61+dI988J5jdAVEownEmECG0WVkfBrLh7KnrokkfKSvs6JAcy2oUkiZC+rSUiww5FS4zAy45bzXZzRedVdmg7wXYFR+72ljvFa85J/MffuM5xKmpOakVXcLwiddTzRLcsTbGtsEIUhPogeSy/SWuc6IMDrbTvihFnTw//On1OI7DptWr2W9LPtM7RKhpbDy8n68sbqX/RdeccmwpJU7Nb8reetkj8AJ8L0TTNayojhnVsSIGZkw9S9R37MrsWlJjd5vBLSEEAppOqpRqLuyqS63kUS+52DVv/taVNKeTSMIkYkpMaeP6ZU6adY7F4VhbgrFcirFcBtdqbMDhuqw4cYRX1gu848pLaT2NTTR3zuYSbZ4T4LtB89l3Q/yGHPa9EN9RpMfM589mHTkG3D8U5b6VUeyGjdc9XeclR4tckkpgJD12Ht6G7dZoz+VY3rOIP7ByTKazJGpV/vrITl737ref9h4MvJDCeI38aE3Zam5D/pmz8s+wNMyIjm5qePVAraWKS73sUSu71EszRA5zujoIHr90Ay9Ux5/3HBK4AbqpEU8ZxDQXK6xiU6VuuCAdjLBOVA9J6T7tRkBHVzuZwUHiF1xwVmsrCEKcRlDEacpuZZs6db9pp7r1WZu1VnLP2o5zDLh9bZz7h9S6Mn3J1XvKvDZM0N2XoaU3QddAhh37t/PLX/4SIQSvu/oa/uToJNv6BtCCgD968E5+991vWzDIFwYhlbxDabJOfY5cEJpozo0VbeiomIEZ1Qm8cHZdzRm75863q2fWk2zYT54TNOVjrejiL2D7zYUZ0bDwmDLr7G6FXYvSHO7OnNEO7x8f5Y/tKV77huvOXLXTkCnVgkNlju6RUjbXu/IfGvZuyaXcCMoqW/HsbD+AsWzI/cssHluSJGj09sqWbS7cf5RFUyfpToLZ3cm3I2l2datg58rhY3y6I8kFL7769LvweiGlqTrF8Tr1iovnhPhuAEL5MHpDR6mOKEKNt+hQa9i7lYJLrXh6nStEg7DTZm1HTQC+SxWHh3t1tg2lGc+dmoAxMHyc106N8K4Nq+m6fMsZbYaZ4NyMbrKrXjO4OkNch4HE90ICL2joAmWDV6Zt3Cfw52ZQjgruWRXjwcFZm2HpSJlrDkwwlDAp+xNM1o6DkLx03Xr+Pe/w/UFVSXTekQN8YVELyxbQTwCeEzTvjWrRbfpEYSgxTJ1ITMeMGpiWTqMTlPKHGvJ6JqhcLyl9O8dsUHqqMYczl1FdCzXffkMHBF6IFdWImQF6UCEfc6lrNprukcah24JlWYu2rlZiK5ZjDQ6eVXAvDMKmDW5XGna4G9C/qoVo4oWx/8FzQtR9/etf501velOz3ODXmMULjagb+eHH+F5qNyEafyn+nEypwId+Os5v/d3rGDk4xQ2fv4XAGUUGY4TBGDKY4vGWptCyRFJD5Lo3kOlcgmHpTafDd5Uw9NwQu2QzWizz89VpHh5U91bEDbliZ53zDzlYPkjhgpwgHp3mP85bxK4lAxi+z18N7+ftb3sDwrKQoaQ4UWfieJnJ4xUmj5eZOFGhXjq7RszPBjRNEEmaCNFwdr3wjAK/EhXs67E41m5wos2gEtVASjqKDhdOVXhLWytD6wawZgyZmt9UiDPCe8YgOBuCRxkMDlLWgAAwESKK0KIIAbGUhd5QxlIqMtJ3AxVRehxREQrY12OydXmUYx0LC1YtDHn18WH+72XraV/ci+8qMrE8bVOatClN1pvEXGmyju+e2ch6tmGbgsOdBsM5A8cSRN2QJRWHS3SLnsFOYgkLM6orotYLmwZyraSMk2pxVimeCVK6yLCMDMsQql2VlJedRNMyGLEs6ZYoZkRH0zWExry58J1QEciBxNfgkQZhV0wows7wJYsnPDLVgGrE40BPgkDXibguf5I/yfte9wq0SATPCSiM1ZgeqarHcJX8SJXSZJ2npjWeW8RSJpG4qYxHU5Eduqmh64LAD/Fdtf6cmodd8/GdU9eiWhNlwqCADAvIoACyjpQOSB+EiRARhNFCPN1Nqm2ARDaFFdWbhs6MwzBDSlSnKtzZbXLr+kTTWV1xwuWSvTZ9kz4QIJjCMia4YU0HW1eqLNt3nTjIX77h5RjxOGEQMj1SY/xoiYljZcaPlpkerpzzNRKJq80IwkAZcmdyDCVQjGucaDUYz+rYlsD0Qwbqda6MxRhY0U+qJYqmC0JfKnJ7xuDPO02H54mCIFIGai3JWmPePBCGmjctAyKBaekkshGiSbNJEgd+iDcnQDNzz5ejggeGojy4LNKcv4gb0l4K8PSQ8ayFFAI9CPid0aP8r9deSySVxPcCylM2hfE6hdEahfEahTH1XCueO710NtA0QSIXIdUSxbB01RKnYcRLCZ6tSIIZAsFbYC0BSOkjwyIyyKtnWYPQRkoXIQy1nrQsQm8hkV1EsiVNPB3BjGjIsEHcB2GDlAhwKjbHtICfb0hxuEvpmWQ9ZNMBmw2HHdJ1iQjzyMg4N69s4Z7Vai295sRB/uFVLyKWyyKlpDRZZ+JYhYljaj1NHKuo7NBzCMPUQEDgK8fxbCAB2xJIIK1J2nrS5LoSZDpiTQfHqflNB61aVLrpiYi2uTpJ6aVa49cEaHGElkbT2zGsJPGMRTxtNdfSDLHn1v1mQKCuC+5bEWXr8iiuqTzB3imf8w47dBQ8EGX2dUvuXdmP1ARLpsb554EO1mzaAChyPj9aIz9SJT9aZXqkRn60SmniV0M3zYUR0YklTKLJxiNuYMYMQj9sEthNArjmLSjvZGgjw3xjXZWRsoIMqyAbckWYCC2JprcQzy4m09lPMhvHsLRmBvGMPeraPk7Z5oBj86Pz0xxvV/dNphpw6R6b8w47mAGEoo4ejqJlqnzlgpUMt3cQs20+603zqle/HCEEru0zcVTpp/FjJSaOlilN2Wd9Pz8b0A2NSNxAouxw3wnOSOBVI4ID3SaHOk3Gszq1iIbhhyzKV7mi7PDqVUtp62vFsHRcR81TbY7tPZeYWyhI/HhIGShdFdZQ7L6B0JIIYWGYGrGUhWYINF1rJAU0gh4L2OHlqODBZVEeHIxQiy6coRl1XX5rdJSPve4aoqkETs2nPGUrXTWhgkfF8TqliTrlvL1gEOG5hARGczrjGR1PV3b4MsdneWuadEeSeNpSwWIh8FwVtHPr/rxs0ieS7cpmqEBYaqwn1TccoSNEEqFniCY7SOZiRGJGMzg9Q9p7ToDvBLgNEroUE9y1OsZDAxHCBmHXUfBZftIjU/WoxupsX5qmlIghwpD3jB7hE69RdkPghxTGakwNV5g+WWVquMr0cIXSpP0sX+lnFjMkvBk1GmR8I3Bi6k0by675OI0A+eMhZcgb/vACugezz/3JPwt4Toi6b37zm7ztbW9b8H8f+9jH+PSnP/1UDvuk8YUvfIFPf/rTjI6Oct555/G5z32Oiy666LSf/853vsPHP/5xjhw5wtDQEJ/61Kd4xSte0fy/lJJPfOIT/NM//ROFQoEtW7bwj//4j09qU4wXGlG37Vsf43jLL7nTuJJviHez9uhJXndfjIuvW8ojNx+nXvZYtKaV869dBAIqhQqFkWMURo8wfXI3Ywd3EvizgjHb1c2qy65m1eVXketauNzEzRf47j9/k893LeFQI+3e8gIGRj2yNSjFNfb1mAS6IOKGfPCEzyXZFuyKS2GsztTJyoLOghCQbosRS1lEEwZGRJ8XPfHsYL6gdXw0zcUwamh6DSEchOYicEA6hKFN6NfxXfUIAw+QIEOMSIR4Jkemo5PuZcvoWT5E59JB9Dk1+2EolZNTa0RDG88z0YQZ4q08UWFq1MZznrojLjSbaLyKadYRepXQK+LaRTy7hO+U8ZwSMjxVQEYSKVp6e+kZWknPilX0LF9FMje/5C4IQrx6gFP35o2lPlnkwf0HucU02JdJUImYxBxJ/6TPhkMOLdUnMR4ByVyEdGuMaMJASpvALxE4JTy7iOuU8OwSnqPGE3g2mqahmwaxVIZUaxvZri46li6htbefTHs3QjOaGWyBP5vJNhNVm8l88BqZbaVJm8njZcaPlZ+ycy0JiMSqmGYZIYoE7jSeU8BzSnh2gdA/swKOplL0DK2kd+Ualm68gNb+xQv2vfCcoJkhNrXzAN89dJTvdLUxmj11A4GlIx4vfaTKEs3EjOi4dZ/qGcZnxQwSGYt4xiKasNANZagg1b3gO1XcehG3XsSzC3h2EbAVWWYZRGJRYukUiWyGeDqNGU0QiWcwY2l0PdLIAFIOxAzRNhOt1U1Ffs1krFamHWVYTjceU/ZpiYIzzktoEwYT6PoUhBME3ji+M4WUZ5dxBaDpOl2Dyxm8YDMrLrmcTMfCZcNhELLzlrv5fwdOcuuc/l7pqk9nIcQzBMfbDAJdZQr95uE6r0i24jsBxck6E8fKC5NyAhKZCKmWCFbMbJC5YtaYnzEe55BPVszHMKpoRg3d8NE1DyFcgsDBd21C3yUMPGToEQY+YeiDDIkkksTTaXI9vXQPLqV35XJSc/ogSqlkqlOdzVKcffaxayqzspK3KecdShP1pzRvAIblYkWLaOQJgyKBV8J3C7j1PJ5d5kzehRWL07VsOX2r1tC/eh3dQyvRH1cuMxOYcBsZK7XJMsfveYjv1+r8eKCb6fT8zMClIx7XPFajryKJJc1mFt+ZEEtbZNtjRBJq3nRDKIKjVsWpFnBtJec8pwSygqZ5DQJab66lRCZDPJMjkW0lnmklkkgBopmlMRMk0HUNzRDNZ98NG8RNI1DScNTKU3Uq085ZZbjNv14ByDy6MY1gktCbwHOm8J3iGediLoTQ6BxcxpLzNrH84i20LSDnZlA5Oc6//+AXfKm7l/Fctvl+uhqgh5BPaopYDCXXHazzejODDKGSt5k6UTltwCyaNEnmIsTTVjO4GAZKZysnrPFsB4TSx7JsNL2CbtgYZohmBGhaANJHhiGhDFQ/XCkb10gCIdFkklRrK629vfSsXE5LV7sqo2pABeK8edl6TdKr4uFUZl/PyMQnC9XHchrDnEITBQJvGt+ZxnOKhH79iQ8AZDq7WbRmHUs3bWbxuvMwFyj5lKFsrqGDt9/HV/IVfr5yKa65cInauiMObx+W5BIRfDekPFV/Qt2U64oTS1kYloaua/jerPxTARoPzy6h6VV0rYoQVQwTzOhMJYWBZpjouoFmWI3XJppuohsWZixJuq0dKxppZLyqTL2Z1zNlioqgmZPB0sh8nclcfrLrSl0/mzAYRmOEMBgl8CYJ/eqTOoYZjTGw8QKGLryYpedfiHWaHY2rw2N87vqf8a9LllFMzvT+Clgy7pOqS6ZTOkc61KZSuarHH04bDMWT1EsukycqTI9UF1zuuqGRao0ST1tNhz0MVVZnMzjS0FNO3UfXBVbMxTCq6KaLprlomkMY2ARejcBzCAKX0Hca+sol8B2EEFjxBPF0mpa+fjoHBuhfvZpcd888WRL4DfK/NmOLKz01Qy5XCyojsTRRJT9WJzjLDPrHQ0qJFa1iRasYRg0pGzLdLuK7ZXynjO/OkODzEc/kaF+0WNngK1bTs3wlVnS+3pmpClCkh4db87ErLpO79/OzSoW7ckmO5+L4uka2EjI07LHpoE3KPvvxmBGdTEeMeDqCYQk0zcOzizjVInZN2XpqHGXCoAp46LqGEYmQyOZItbbS0tNFrruXlu4+Uu2dCKGdks02k10YzNjkgar2KedVEH/qRIWJ4xWqhScv6wA0I8CKFNFECcgrWWcreec7Z7YZ1HWI0jU4xKJ1GxjYeAEdS5YuqJ9mZHe9UGfXPdv4crXObUt6CBbYwCdbCXjN9hobG6TsDGl6OjlhRVWAMZ6JEI0baI2KICXjlL3l2VV8t4TvltC0CppWx7AEpqVIs2gyhhWNY0aiGFYEw4qhW1GsWJJIPINuqAw4w1TyTTf12deGjlP3qBXceVVYc6uAniiQuhCkDJHhFJo2iZATBN4Ynj3G6/74bxhY/8xtkHgu8ZwQddlslm9+85u8/OUvn/f+H/zBH/Ctb32LkZGRp3LYJ4Vvf/vbvPOd7+RLX/oSmzdv5u///u/5zne+02zK+Hjcc889XHHFFXzyk5/kVa96Fd/4xjf41Kc+xfbt21m7VpUFfOpTn+KTn/wkX/va1xgYGODjH/84jz32GLt27Trr7MEXGlH3ra9+jPal3+Pz/AH3ist4z57b6HtkPbGUQb3sY0UdWtrvJ5ZJ0r5oCV2DQ3QuXdZU/q5d5+ijD7F/6z3sf+BefGdWsHYvX8naK1/M8ksuI5o4lUBwXZfP3nQb/xFGGF1gu+gl4x6vur9KbgHCRzc1WnuTtPUnae9P0dafpLU3iWnpDSLDxqlWcWpVnFoNp1ahMj1FfmSY/MgwhdFhimOj+N4zl+1gWBF6Vqyif/U6+levo2vZ0Dzi7kyQoWw66TNZgqUpG98N0AyNaNwgnraU4E6b+O4IpfH9FEYPUBg9TrUwfVa/E4kn0AwD33Xx7IUN9Na+RSw5byOL159P36o1CxrkC8H3AiaPVxg7XGLsiHqUJmZ/I5IwSGajpNuipNtjJDIavjOCUxmmNHmC8uQ45elJKtNTBN7Ty3gQmka2q4eOxQN0Dg7RtXQZHQPLiJxlX8Nq0WF6WGWaFcdrjbKTAN0Q6KaGGVHzEU8bePY4hdF9TBzZxeiB3XjOmcm4SDxBqrWNRK4FoWkEnkdlepLi+DhhMJ84SrW2M7BxE4ObNrNo3QaMM+zyJKXkseEx7j02wnA9wHBNFk0ZaLuLC0bookmTXFeclp4kLd1xMu0Wml6imh+hNDFOvVyiXipSKxWpFQtUiwXqxQKBf/bk1uNhRmMkczkSuRZy3b10DgzSObCMtsUDZxzb3DE6Nb9pJATebMlW4AUEvkQ3BJ5bojCyn+mT+xk/sofi2MkFj6fpBpnOLrKdXWQ7u0lkc0QSSQzLwnccaqUCUydPMHZwH8XxsXnf7Vq2nJWXXsnKLVeQyOYWPP7DR47z99t2cGumDedxsqB/0uOl22t05081dsyoTnt/io7FKToWp2nrT5JujamSLtumXilhVyrYlTL1chm7oh61UpHi+BiliTFKE+M4tSfn5J0J2a5ueleuoW/lGvpWrSXT2XXWPQFlKCmM11QW9LEKpck65byDDCWaLubINgvkNOWpg+RP7mX8yF5qxcIZj62bJolsC5FEAisaxXc97GqZ0vg4Us7XHZFEgoENF7B000UMnLeJaPLMO+P6oeTRkTEOTZdxaxrteYF7qMLoweIpkXszopPtjJPtiJHpjJNutRAij1MdpVacpJqfppKfplrIUy3kqRXyT2stabpBsqWVVGsb6bZ22hYtUb1kB5Y94bhmEIaSWtFpllQHXqO/0JxyGV0PKE8fYfrkXiaP7mHi2EHC05y3FYuR7eoh29VDMpsjmkphReMEvodTrZAfHWbiyGEKY/NtyFxPHysuuYyVl15Ba9+iBY/tBAH/df/DfH2swGPplnkla8smPK7aXqO7sECrDkOjtTdB+6JU85HrTqDrUCsWqJWK1Mul2bVULlGvlKmXipQmJyhNjFOZnjrlXnqqSOZa6Fq2gp7lK+keWkHn0mVnrWOBZjb0TMZmYbymerNKlfUaS1lEkwbIAuWJA0yd2MPYwV3Uy6XTHtOKxUm1tpFqayeRzaHrBmEYUM1PUxgbJT8yX34apsXi885n5aWXM7hpM+YZ7OeRiUm+tmM/99Q8hjUTITUW1wUbjkhy+xeWT/G0Ra47Tq4rQUt3gmxnDCtq4zkF7HJZ6aaZR6lEvax0VGV6imqh8LTnSgiNdEcHXYPL6RlaQffylbQvXnpWOgqUnnIbLRRm2kHYNU8FNup+0xkOgzLlyUPkRw4wdWw/0yPHZsvb5yCZayHX00e6vYNkrpVELte0qd16jdLkBBNHDzOybw92tdL8nhGJsHzzFtZc+WL6V69dsDdeuW7zhV/czjdFjLHkqT7N2iMO1z5cI+EsdF4ROpekaW/oqZaeBPGUhdAEnuucMlczf9dKRUqT4xTHRilOjM3zG54uEtkcvavW0rdyNX2r1qogwFn2BAyCkPxIjYljZaZOVJg8qYK2nhtgRgyiCYNEJkIiGyESD7HLRyiM7iU/cpj8yLGzGoem68TTGRACt17HrdcW+IxB74pVLD7vfAY2bKJ98cBZ69payWW8YX/PPM/NYoqlTFItUTIdcTLtMWLpEK8+Qr10ktL4CSrTU1TyU5Snp572vGi6Qbarm7a+RXQMDNI5MEjHwCDxxuYzT4R62WXyeIXiZJ3KtE29OtOKRWJaumq7ETGIxDXc+kmKo/sYO7yLsYN7z6hbddNs6s1oSm1w4rsulelJ8iMncevzfaNEroWl51/Iiosvp3/NujPupD1VqfGjHXvYXqwyFuhEfYPBskXPoxXcBYIQVlSnpSdJa2+iaYtHEy718kTTDp+x9WqlAtVCgVoxTyU//bTnx4xESba20d6/mPYlS+lcuoyuwSFiqbPjNk4JEs9UlzReq3YSIbXCCfKj+5k6vo+JI/sWvOdf85E/YeiiS5/WeJ4veE6Iup/85Ce8/e1v54YbbuCyyy4D4IMf/CDf+973uPnmm1n5LO8CBrB582YuvPBCPv/5zwMQhiH9/f188IMf5I/+6I9O+fxb3vIWqtUqN9xwQ/O9iy++mA0bNvClL30JKSU9PT185CMf4aMf/SgAxWKRzs5O/u3f/o23vvWtZ3VeLzSi7u+u/zLrc3/NH8gvMK518bVdf8WhR99JIEFoUbzqTQTujvlfEoJcdy/xdAYzGsWMRDAjUTRdp1rIUxgdIT863DQ4dNNi6KJLWHPFNSxavwFNmy/kpJRsL9XYVqoy5nhkTYPLcknWRiKMHiwycrBI4IaYUZ1sR5zW3iSZjiiV6Un2P3Avowf2NYzpSaX47LqKbJ8lIvEEkWQS07LQTQszEsWMRrEaz2qMMXTTQGgaAvAcB7taoZrPU5wYozQ+dgpBY1gWPStW079qLb2r1tC1bDnmGRp6nwnlqUkOP7yNIw9v59iORxZ0wCPxBNFUilgqTSyVJp7JEk9liCRTROIxrHhCbX3uefieh1OvUZ2eojQ1SXlygkqDJJsL3TDoXbmGJeedz5INm86Y+bAQPDdABrLZGLcwOsLBB7ey//57Gdm/9xRiai6sWIxIIkk0kWw+RxMJrEQSKxol9H0826FWLmJXyji1KvVSiWphGt9dmIBt6e2ntxG17F2ximxXz5Maj5SSwtgIxx57hGM7HuH4zkdPcYB00ySWzjTnIZpIYsXjRGJxzFgcwzCQYYhkJrNPNeILw4BasUhleory5AT5keF51ycSTzC46SKGLr6MJes3YjyJpsYzJYW+G2BGdVKtUWJJi6mTx9l9520cfXQ740cOLdiTciFEkynimSyxVAornsAwLULfJ/B9PMfG91wCzyPwXFxbkea+e3qjQjMMOhYvpXv5SuUYDa0g3d55VnMjpaQ4NsqJPTs5uWcnJ3btOIUIALUxTqqllWRLG8nWVpK5VmLJJELTZn2jOSpTzjaXAaBWKjF98jgTRw/Pc1yF0Fi07jxWXXYVQxddsmAGQz0IeaBY5ZjtYgg4LxVnRSzC2JEyY4eLODUfw9JI5qKKSOiMUy1Os3/rPQzv20NhdITy1AR2tUrwJIML0WSSaDKNYZpouq4iq5EIZjSKYVrohoFuGGi6oWQcArcR6ChPT1GeHD9FLoAyXnsb0f/uoRV0LBl8UvfkDOxqhaOPPszhhx/kyMPbqBZO3aAqlk6TyOSIJlON8aSaMsGMxub1mFJRe18Z3vkpylOKJMuPDuPZszJaaBp9q9YyuOkilm666LQZ4AtBStnsOSc0QTIXIRI3yI+cZN99d3PggXuZPHbkrNaTFY0RTan1FM9kiSZTGIZJEPgEntcMOHmO3VhLFeWMn8G8y3X3NuZFzU1b/+IzOhdz4bkOw3t3c3znYxzf9RijB/adIqcNyyLZ0qbWU1sbiWyLIrlj8ebvBL5P4HsNOeAR+B4zJqlTq1GenKAwNsL0yePzrlP7oiWs2HIlKy+94rRZq0XPZ1/NwQsly+IR2i2D/KgqF68VXTRdEEtZtPUlyXbFcWoV9t17Fyd2Pcb08AlKk+M41SdHYmuGQSKTxYrF0TQdoQl000JvrCtN0xCNZ/W3rpxxu45dLlOemqQyPXnqcXWd9sUDdA+toHtoJT1DK58UCd68JuNjHN/1GMd3PMKxHY9Syc9fs5pukG7vIJHNkcjmlPxOptT99rh1K6VaQ2EQEPg+bq1GcXKM0sQE+eET83SeEYkwuGkzK7dcyZLzzj9rMgtUQGz8SKkRBNMaBEKMSExneN9udt5xK8N7dlIYH3tSck/T9XnrSdN0wjBAhmo8geeppvdhoMYYBGq8vo9dqcyrEmke0zDoWLJUzdOyFbT2LSLb1X1K5tPpIMOQqZPHGd67u6GrdlGaGDvlc/FMVpHdnd0kW1pJZLMYjZYvMgwJw1DZDzKc/TsICMOQMPCpFgqUJsaYPH50XpAj09HJ6iuuYfUVLyLbeWqjdyklj1bqbCtWmfJ8OiyTq1pStLtwYk+ewngN3wmIpSyynXE6B9IkMhHq5RL7t97DiT07mTx2pBE4Kp3WBlsQQhBLpbFiMQzDVPopEsWMxjAjEYyGbW6YJrplYVoWMgzxHId6pUxlalIRf+Njp9j+kUSC3hWrVZBp1Ro6ly476wD6vOsThowfOcShhx7g8EPbGD24/5Tf0nSdWDpDNJkklkwrfZVSayzatGUTIGVDPvoNP2KK4sQ45YkJSlPj2OXyvOPGM9mmDb5k/cazJlJgtr8t0OzfOH7kEAe3beXAA/cycezIGXWJGYkqvyKZJpZu+BbpDJFEAqHpysar1xVZXlLBXbtSpnaGoG66vUPJuuUr6Vm+ivbFA6dkup8JYRgwceQwx3Y+yrEdj3Bi145T7EszGiORzRJPKzmgbPJU4z6Lo2kqExsgDILGwydwXcqFaYqjo5QmxsiPDM+TB7FUmqHNl7LiksvpW7X2rPWq8h1qTTs8EjdJtqiWE7Vigd13386RR7Yzsn8Pbu1UIut0iCaTxNJKlivbc/bemivDQ1/5fYHr4tRqC8q4GaQ7OuletoLuZcvpGlxOx8DSsw4muXad4X17OLl7Byf27GRk/75TZLdumqTbO0m3tZNqbSfV0sq6F7+MVEvraY76q4XnhKgD+MY3vsEHPvABfvGLX/DP//zP/PCHP+TWW29l+fLlT/WQZw3XdYnH43z3u9/luuuua77/rne9i0KhwA9/+MNTvrNo0SI+/OEP86EPfaj53ic+8Ql+8IMf8Mgjj3Do0CEGBwd56KGH5m2OceWVV7Jhwwb+4R/+4azO7YVG1P3DFz/EN1dezhExiB5KHnj4W/xsVxTbvBIZ1lm0cicDGzdQKxQYP3yQkYP7KE9OPOXfMyNRuodWMLT5UpWV0dF5VgJASklhdJg999zB/vvvZer40bMmFeZC0w2QihR5riGEIJFtIdvVRUvfIjoWLyXZ0kIkllBETjxBJJ7AiseoFYsc3r6NI49t5+SeXVTzZ5cx92zDiERo6emja3CIvtXryHX1NIz+zILGj1OrsufuO9i/9W5GD+5/RjN8ngnohkE8myPb2U3boiW0LVpCpr2deCaHFYvjVKuMHdrP+JGDjB7Yz/Tw8VOibecCmq6T7e6he9kK+tesJ9c1Y9S3nNHgKU1NsPO2X3LowfuZPH70yRnTzzF001KGVTpDPJ1BNwyEphP6HnatilurNaONZyJ8n0sITaOlt5/F685jYOMF5Lp6SLa0nZURWhwfY89dt7P/gXuYOnHsKc3NTObAkwlUPFMQQiOezZJp7yTX3UPboiWk2zsa8k2VYFixGL7rcHzXDk7s3sHwvt0qU/F50HwqmkzRvniA/jXr6Fu1jnRbO4lcyxmJh3qpyM7bb+HAA/cyfuTQE2bTnisITVMETa6FZK6FeDqLpmuAaGa41IoFqoXpJ01gPZtItbXTv2Y9yy/eQueSQRLZ3Fllx9TLJfZtvZs9d9/B+KEDuKfJHn++wrCsJvmZbG0j3dbRyKJKoBsWYeBTL5coT00yceQQE0cPz8ukOlfQDYO2RQMsXncei9efT6aj8wnXECh5NXJoP7tvv4WjOx6mODp6Tmy0pwIzGlMBq1gcKxrDiKj2DjIM8T0Xp1bFrlSol4pPyWZ9NpBqa2fxug0sv/gy2hcPqHV1lkGx0sQ4Bx+4j/0NmbdQdszZQGjaudFTmkaypZVcVw+t/YvU+DM5FRiescFjccxYlInDhzjy6HaOPPIQY4cPPKOZf08HiVwL7YsH6Fu5lp4VK0m1tJHI5U7rS1ULeXbefjMHt93H+JFDzzu7TwhBPJNVVRZLl9E5MEiyrZ14OoNXr1Mt5hk7fIjJY0eYPHaE4vjY88Lm002T1t5+epavon/NetLtHaRa24inM2fUU/Vyid133cb+rfc8rTX0XMKMxlSQNJHEsCKKoBQQeB6e4+DZdexK+Sn7R2/980/Tu2LVM3zW5wbPGVEH8MUvfpEPf/jDtLe3c+utt7Js2bKnc7izxvDwML29vdxzzz1ccsns7oR/+Id/yO23387WrVtP+Y5lWXzta1+b11vvi1/8In/2Z3/G2NgY99xzD1u2bGF4eJju7tntyN/85jcjhODb3/72gufiOA7OHOFcKpXo7+9/QRB1jm1z0V23M6arqPX50z5ffGCMH09MoZl9yHCM3/7sm5o7CM6gWsgzcfQwTq2G59gqg8ZxmhH/an6a0sQ4pakJKlOnRpAfj1gqTba7h0x7J9nOLpItrWgNx7Y0McHxXY8xfujAgk6Q0DSVqdSIvEkkoa+yKTzHwXfdMwr0SCLRiHapTA3DiiDDYDZSqRqZ0dxxVErVr0toCCFUFL0RmfFdl2qjtMmulE/7m88EIskULd09zVJWXTeaW4KHvteIpgTNqIkQM42FNXTTVFk0polumOimCVKqcp+Zcsdi4UkLXDOqDB0zEsG16zjVymkNAs0wSDackJnolopMCWZ3d5VNQ05loNHo/6MeumFgNrKD9EY5r2vbuPUabr02p/S5+qwayLppKYckm1MRX9NEM0x1b4jGtvRCXXu1O2BjLmj0flNvqoM1SGS7UqZeKqlynvz0k1LksVRaZY21tBBNJqmXy5QmximOjy5YUiyEIJJIkmwYGDORxrCRHec11rbvOCoToRHRRwi1fuIJIo0sRyMSwTCtRvn57Pd818V3HTxXvQ48l9BXkb5nqqRsIeim2YxmRxoZmbMRUNEc/5w/Ec0XcxyXxmsB+J6rykOmp6gWC2dBMgkSLS1kGhHEdFs7qTbVvsGulDm5ZycjB/bhLOBoCyGUAxiPY0aj6JpBEPgN2ebg2fYZMxUjjbmJJpJEk0msWExly/h+IwND9dKSqN3p1FyIpqyYvXcFge9RzeepTE89q4RUIpsjns4QTaYwo1GVxTxHfj1+i8ZT3Esh0HVd9Z5qZK86tSp2tUKtpDJW66XiWZ+PFYuTzLWQyOWIxBK4dp3y9CTlqcnTOm6ReIJkSyvxTKa5HlRfnqDRM9NTEfxm5DsgCHxkEMxmPDYehqWyS1Q5XR231pBv9Rqe46hsmiAgbGQLPSukpxAksjliyVQj0yWCEYmq+UA29eTcZ62RqTmjYwzTnOe8+K7XIAkLVPN5ylMTT+i4C6GRamsj09FFuq2DdHu70h+6jl2pMHZoP8P792IvWOYpiMTjWA1nXDdNlUHhefgNueQ5Dr7jnCKTNF2fk93dcOajsYYsbMixcDbDKWzYEOpXhbpJhWi8FoS+RyU/TWV6mmerg7tuWWQ7urDiDQLJijRknfq9GR27wApS3zcMNF1Xz4aBpmkqc6ahm8pTE09Ylj4DK5Ek1dJKqqW1SRYHvk9hdJjxI4coT00uOPe6YRLLZIins0RiUbURTOA3dMdspqbvuo2//WY7EzMSbWZjqTUUaT5rhoFsZJqobJP5GSgzV2bmQjn1GrVCgWdrrsxIlHi2kQGYSM7RSXN11Ky9KTRt/uuZjE5NR4YhdrVRKlfIUxgfO22bkxmoFhCd5Lp6yHR0EUs3KgFicXzXpTgxzoldjzF57DDeQjJPCKxYjGgi1QxKqT6mbmN9uQuuK1D3WSyVJpJINoiyOJphKlk5R0fNtcElsqmfZq7BjK3l2bZaW/npJxz300Ek0ehlGItjRaPoptUc91zbtZkB2fAnZBgiNG3WBteNhqw0CcOAeqMUv1YsUi3knxQhZVgW0WSaaCKh2oRUK9TKpdO2KjAsi3R7J/F0BisWa5KnKqN2JgO1kW0ahM31EQY+mm401pbV6H+msh6VnKhRr5SxKxWcagXXrj+rJKfQtObaiSbVfaTp6j6cWUszOnieX9HQV0LX1TzoupJ1uo4QGm6tSq1UpFosUH0SdrgKjLWQam1tBNBz1CsVCsMnmR45ufB9KQSRWJxESwvxVAbNMJoluY+3w8PAb2YG64bRXDtWTAVDrVgMMxIlDMOmfgt8j8D18D1XZdbNZLk3s3SDxhwHT7pq42xgxeJEkyliqVRjfvR5suyyt76L1r7+Z/x3zwWeDFF39nmkwIc//OEF329vb+f888/ni1/8YvO9v/3bv30yh/6Vxic/+Un+7M/+7FyfxrMC07J42577+PKql1AXMd50uIqQKTQzBjJEaJ3sf2CMNZf3zvveTOnE2SDwPUqTExQbfU6OPvowowf3zStvmulfMbJvz1kdM93eycCGTax78cvoOIveDUGTcLDxbEcJtkbm2uPLcJ8p+J5HraD6CFSLeSrT0+SHTzA9fILixBjV/PS8MqzTwYrFyXX30L18FZ1LlpLr6aOlp/dJpb4/VXi2rRRUIU+1ME1pcoKxg/tVRGti7JTz9+z6aRVQIpOla9lyhi68hN5GJuWTLe15qlDN4p1Gr8KqcnIb2VgTRw4xfuQwhdGTqjfeAgaNEKLZLLe1dxGdg8toafSLybR3EktnnvWxuHadyvR0gyCaZHj/Hkb27yU/cvKUeZhZTxNHDy14LKHpZDs76V9zHquvuJruoRXP2jo4G8gwbBLMtVKpWW4wdugApclxqoU8TrUyj6C1oqqUO5HNke3oJNvdSyKbnVMinWyUsz+1UvOzReB7VKanFBE6Mc7I/j2c3LOL/OjwHONYUp2eojo9xfDeJz5mqq2dxevPZ/0119K1bPkT3lszmRsz5B3QJBLOtjfPk4VTqzXlwkzvteL4KIWREUpTE0+cmSUEViRKuqOTvpVr6Fm5mtbefnLdPU+qX9dThe95VPPTzZ6YhdFhhvftYfL4UdWPbA5p4NZrTNdrTA+fOM1QNFKtbfSuXM3yi7fQu3LNcyKfF8JMyaLveniOCpoVJ8YYO7ifiaOHqeSnqZWKymlukLOGZRGJKyM63d5JS28fue5eko3yyCZ58CzdSzMIg4Dy1CSliTGK42NMHDvCyT07mR6edWykDFUQcGL8rI6ZyLbQv2Y961/8UnpXrlFBiCfAzDX0GoEJ1foi+qzI+DAIqBbzVPONtVTIU56apDg+RmV6ilqxQL1cwqlVTwmyaLqObppYUdUXsGNgkLb+ReS6esh196oeqM+yXvJch3Kjj19xfJSTe3YzcmAvpYn5/VbdaoWpaoWp40fPeDzDsmjtW8zSjZtYfeWLFyzRfCLM5Cc802OfmauZIE0lP01hdITC2ChuozRdBYYDpAwbBJpBNJ4glkqT7ugk1daOFYkSS6fVxjCZLPFs9qzLZ58KpJTUyyVK42MUxkYYP3KY4zsfYerEsSbpFgY++eGT5IcX7uW6EBK5FvpWrmHVFdcwsOH8J7QhZmWT2wjWeaqvaCz+rN2nbr2hp/J5KgVFjBdGFFlSmhg/Y5uUGSgSKEfX4BADGzfRtXSIXHfPaTfpeCYhw5B6pdwYg5IPUyeOM3poH/mTJ6kW8/N01UyftYVK7IWm9FTP8pUMbrqY7qHlZ91e5Jkai+c6uHXlJ7i2jWfXceo1xo8cYvTAPqZPHFe91zz3lICTbphEEqq/c8fAIF2Dy8l1dZOZSe54DmxYt16j3Fj/pYlxTu7ZxeihfRRGRuaVksowPO08NCEEqZY2+lavZc0V19C/dv2THoPaJOiZnz/PsZUunlTJNvmRYQpjw1Smp3BtRRRKGSKEhmGaqlVULE4y10qmo5NkSyuReIJEbqbNQu5JtUT474QnlVF39dVXn91BheCWW255yid1Nng+lb6+kDPqAL6x9Ri7fv51bMvg1aVBBmUnd5V9RHSMyWoHHYtTvOmPL3zGf7dayLP7zlvZcfvNT2i8WbE4vStWs/KyKxncdBGReOIZP59zgRmlW5ocxy6XEJqGGY0ST2fJ9fTS0tP3nCnRp4LS5DhHHtnO+OFD5EdOYlfKBL7faO6eo7W3n6WbLqJ3xeqz7uNwruG7Lm69RhiG6KaBYVhnbJT9fMD08EkOP/QAJ3bvYOzQQcpT80vTZyK/PStWsfrya+geWvG8vq9eCAjDgGM7HmX3nbey//57zkjKG5ZF17IVrL7iaoYuvPSsNwJ4vsP3PCpTk5SnJvBdF9HoG5VqbSOWTJ3r0zstwiDg5N5dHNy2lZN7d1MYOdksKxSaRjSRJNXWTtfgcoYuuoTF6zY86yTWf3cUxkbZc9dt7Lrr1jOSCYZl0bl0iJWXXcmKSy5/Xt9nTxYyDHHqNaSU83oBPh8hw5CRA/s4sO0+jjyy/bStSgwrQmtfP0s2bGL1FdfQ0t27wNF+jWcDUkrGDx9k1523cmj7AxRGh8/4+WgyRc+KVazaciVLNmxacIO4X0WUJicojI5QmhxXWV9CqB686TTtA4PEnsfjDHyP4b27OfrYw0weP0ZxbATPdZBh2CRKOpcuZ9kFm+lcuuxXyu5TAVxfVQs9z/VrGAaM7NvLwe33M7x3F6MHD5ySlaYZBslcKz3LV7JyyxUsOe/8p9Qr8dd4/uM5LX09l9i8eTMXXXQRn/vc5wCVPrxo0SI+8IEPnHYziVqtxo9//OPme5deeinr16+ft5nERz/6UT7ykY8A6mJ2dHT8t95M4qado9z4rX8ipQcM2gNczVIOOQEDbV/lhpH/QehLXvXB81i85llo8iglHLuP+vbvcvLRrUxPFil7JpgxrNZFtF7wKjo3XE5Lb/+vlIL5NX6NcwanTDC+T2Uz5RYTae19Uk16f41nGPUCwaPXM/nIzYwfPky15uHoCaJt/STXXEPXppfQ0tP7vDdE/1vDrRE6VUIzif4sZVb9GmcBKWFsB7Xt32N8z8MU80VcaaG39JFYdQ0dG6580psD/RrPAZwK/qG7yO+9n1qpTGCmsRafT3bVJWfdG+3XeBYhJRy5k/K27zG680GmporUPAMZSZHoXkb2gtfQu3ELqda2c32mv8av8fyH7xKOPErt+C5qNRstt4jI4vNJtrb/Wtb9N8GzVvq6EHbt2sWxY8dw56QGCyF49atf/XQP/YT48Ic/zLve9S4uuOACLrroIv7+7/+earXKe97zHgDe+c530tvbyyc/+UkAfv/3f58rr7ySv/mbv+GVr3wl3/rWt9i2bRtf+cpXmuf9oQ99iL/4i79gaGiIgYEBPv7xj9PT0zMva++/G1qTEY6FLazRJ5gSVZDQY2pk7DjrruzlkZtPcPd3D9C3IoduPEPOpO/Czu/BPZ+DsR3EgGUA87jAHfDgjZD+E+j58Cl9iX6N5wHCAA7dBkfvgelDIDRoG4KVr4Kutef67P77oDIOj34bHvsOjDyKjqRZlLHkcrjiY7D0ynN5hv/9MLkf7vp72HE9ul+nE+iMADOVuO7D8NCPwXgvdP0/0J7dEt1f40lASjj5IDz8DSXfpg+iAZoegSWXwebfgaFrf62Tniv4rpJt934exncRB5YAzCSUlYCt3wH3HfDS/wfRX/0A6q88pISjd8OD/wZ7foLh1Wif+/+9wIGr4RWfgbbnpvf1r/E4eDY88k3Y+iWY2EMKSAFDc+1w+2HY+jNo+xtofdvCx/k1zi1Kw7Djeji5HaoTYMahZwOsfwu0Dp7rs/vvgxMPwrZ/gT0/RrOLJIFmLmZ2EVz+UTj/nb+2G36NeXjKGXWHDh3ida97HY899pjavehxPR+C52jnos9//vN8+tOfZnR0lA0bNvDZz36WzZs3A3DVVVexZMkS/u3f/q35+e985zv86Z/+KUeOHGFoaIi//uu/5hWveEXz/1JKPvGJT/CVr3yFQqHAZZddxhe/+MUntZPtCy2j7thUjXf+zfVcZR2kPajyGu/VjWbqVVr+xxK++aUJ7KrH+mv6uPzNz8COvwd+CT/9Q5g+qP42E7D6NYrc6dkIVgLGdsA9n4d9P1OfWfsGuO4fwXiBOLNSwsjDsPfnypidOghuFeItsPhSOP9dsGjzuT7L06M6CQ99Hbb9KxROU7Y8eA287FPQ/uzvEv20EYZw9C448YAyeowotK+ApVcpBft8xfQhuPuz8PB/QjAnzT7RDkKHyujsexverpwi69nvq/LfGtOH4Pa/VsTpTOPs9lVKhi26GJKdUDyuSKAd31X/77sQ3vKfkOo8d+f9TMOzYXg7HL9franAhXSvIoz7Lnx+Gqu+0yCEvgDju8782aGXwmu/AMn2M3/u13jqCHzY/m9w599CqVHuqkdg6CVKNueWgF2EPTfAzu+r/7evgt/4NuQWn6OTfpYgJdSmwa0oRzzR9vxcQ2EI+34Od/2t0qczyC5S6z7WAvnDcPBWkIHSta/9Aqx747k75/9uCHx49Ftw6yeh1Oi7aSVhzXWw4hXQuRZ0S8nvu/5udh4vfB+87JOgv0DK9cJAkVsHfgkn7of8UQj9hp66Cja9C1JPvkfic4JGFiQPfBV236DW0kI47zfgJX/+q6GnpFT20/BDUJtS92T7CuUXnsMeymeElHDoVrVODt8x+34sp3SR0GD0UXAamxsNXAlv+Odfjfn4NZ4ynpPS11e/+tXous5Xv/pVBgYGuP/++5mamuIjH/kIn/nMZ7j88suf0sm/EPBCI+pqrs+Vn7ieV0Z2k6HI26PX4hZUHCC+1KW4eT0//cfHALjk9YOcf+1TNIALx+HGP4bdjdLkRDtc/Luw6T0Qb0GGEn+qjjdcwZ+oE9Z9rMIPiR36S4T0lYB7879DLPsMjPocwKvDodsV+bjvRiiPnPnzK14Br/g0ZPqem/N7IkgJx7fCA/8Mu34wSwxFM7Dq1UopyVAZPHt/pgwe3YJr/wIu+u3np1NRnVIk14P/qgyEUyCUwXbFR1UmzfMFozuUYbDze7NkUO8m2PAbsPLVTcJH5o/CPZ9DbPtn9bnOtWoN/SpEWUsjcOAXMH1YEShmDFoG1H3Wvf755yw4FbjjrxXJEzaaqK94BWz5EPRfpHZ6dHy8kSreaI2w7qFP3018zx8ivBKk++A3vgVd687pMJ4yfFet/ZkM2xPbIDjNLm9d6+HF/xeWvei5PMPTo15QkfCtX54lt40YrH4trHmdIhiiGRVc2v7vcP9XlPxLdcMb/xUWX3LGw59zuDUlK47cpdZT6EO8VWU/L7kclmyByPOsl9vhO+Fn/wvGd6q/k51wyf+ETe9WcwEEJQd3uEpYctGmHyD68EcQ9piyLd76Teh/5nvrPifwbJjYowKWozvU89gOqM9uwEWsBVa+Ai75AHSsOnfnOoMwVPfYHZ+Bid3qPT2idNLGd0Dv+SAE0g8Jig7h6EGMe/4I7eSd6rOXfRiu+Tj8KrUAkBIqY4os9mqK+NEMpZs01cKFVDfoz6PWE/t/ATf+b5hs7GqU7lX30Ma3QzSjNt6arOOdqOBP1Qldj+joV4ke+0f1+SWXw5u+BolnoRXOc4F6HvbdBPtvhIO3zF9Tj4duwWV/AJd/5PmTJGCX4JFvKYJuZg4BFl0Cy18KmX6wC8rH2H+T+l+yE17/T8/fqorqZMMO/9psAsdcxFuVHLnodyD7PNkVVErly975NyrpAtTaX/dmtZYWXQKarjZAK5XhwX9B3PNXCL8OmUXwtm/86th6nq1kemUC/LqyFWI5yC5Wz89H3+4c4zkh6tra2rjllltYv349mUyG+++/nxUrVnDLLbfwkY98hIceeugpnfwLAS80og7g/I//kNfoD6ER8MFMO9WxjUAIaKRftoR9NZ+tPzoMwKpLu7nszUNY0bM0PnxHlbje8Rm1yIUOm98PV/0R0kjiHCxQ3zVFfdc0drmGIzwSMoqGWvwRbTut5ifRRJ1y0MePC/8bL7mYbGecrqUZugczdC3NYMWeR8bQDNyaMgh2fE8ZSP6cHVHNBAxerUqoOtcQ6kmC4wfR9v8Q7eD3EKGHtFLIa/+CypI349oBMgQrphNNmETizxFR4ZTh0f9SBN2M0wQqynXhe2HN6wnqOs6REt5olaDoIOrHSE7+LWb5HgDs/pdyfPmf48gUQkAsZZHMRch2xs/+PnqmEPhw7F6VEbjzB7NkgpVShk5uiSJVh7erz81g8Bp40f9R4z5XOLZVZSrs+/nse8teApd/GNl/Cd5IFfdIEedoCe9kBb/ogh8SsXbQon8KXeYJtAS7O/4PY7ErMC2dRGMe2helSLWc4/5bYQiHb2uUD/z09FFiMw59FyinYfnLlMFzrs5bStj9I/j5H89m/Qy+CK7539C7CW+ihr17mvruKdwjJXicRtbFMG3mn2NqJ/BllFurH2XYvJR0W4z2xSm6BzN0D2aJp63nfmxPhMq4GvuBm1U02a3M/3+iQ5FYrctAM5ETe2H/TQivsRvshrfDS/8SV6Tw3bDRJN/AsJ6j6HnhONz3j7D9a7PnnuppBJDehbTSeKNV3MNFnCMl3OEK0g4wxRFy8i8xgmNIdI71fpCjibehmTrxtEW6LUZLd4JsVxxNO4fraXK/WksP/6ciE04HzYRlL1ZZnyteDpFz2Dy9cAxu+rgKBgFEs3D1n8D570JqEdzjJew9eey903gj83cV1pmk1fpzLO0QoTS5z/sQB7VrSLWq+ehamqZ7WZZUy/Nsc6DAU+vn4C0qGDb8MITewp81osqmagoSodbRi/7PucvIPXov3PgnSmcCRNJw4f+Ai38PmWjHG6niHChg78/jHC6BP7NLZUDa+DppQ2UWTxiXcG/kjxGRDKnWKLnuBJ1L0rT1JzHM50lGzcRelb154JcwtlMRdGeCZkD7SmXnnf9OFWw6FyiPws//aDbzNJZTBNSF71Pr6mhR2eB7pnEmqwSEWHO6J0W1+2gx/wZN1KkGnfyk9Cc4qeXkuhJ0DWboWZalY0nq+TNPc1GZgN0/VJlnR+6cDaQBRDIweJUKyLYOEYYG4bHH0PZ8G21sm/pM2wqCV3+eeno9dtVH0wVmRMn6Z6wd0BNhbBc88E/wyLdhRn+aCTjvLcoO71xDUHZxj5Vxj5XwxmsY9g6S03+F4RxCIiiu+F2Od/42oTTQTY1kNkKqNUq2M/7cjWMuxnerwOaj/zVrh+sWdG+AdLfSWScfAqehu4QO69+sSP1zWalz6Db45f9VmX+ggnqb3gWXfIAw1qNs8CMlnCNFvJMVpKvknSGO0xb9/zDkMIGIsTPzMU5EXoIVM0i1RGnpSdCxOE267XnQBzcM4eDNKnh56Nb5a2YuIhloWQJty1VAc9HFKhB7rs//HOM5IepyuRzbt29nYGCAwcFBvvrVr3L11Vdz8OBB1q1bR632BMrpBYwXIlF3+adu5pranQgBvxc9hFt4HxoFQrIAJLf0cMjQufdHh0BCLG1x0asGWHlx15mdqseXuS7eQvjiT2FPdVLfNYW9N490AsqizlZjP0e1CaSAuBFlS+/5tEy14I1W6TAO0Rb5CwwxSSATHKy/g3srL6YSqt8WAtr6U/Qsy9IzlKV7WYZYamHHVoYSp+ZTr7hICbohMCydSEwpr2dEQBaOKXLy4W/Md17TfcihlxJ0XoNrnIc3GeCN1vDHqvjTdtP2NsRRcubniGh7ABh3N/DL4u+RD2bTpa2YQbotSrotph6tM6+jpFqjT99gmtyvnNhHvz07BiOKXPtGgmVvx64N4B4u4RwtEUwvtKOlJKn/mIzxLwjh44YtPFB5P4/WLiSc86l0W5TW3iStfUlaupRzm+uMP7POul1SSmfvz1SUcW4Utfs8wg3vwU2/BHckxD1exhuuEtY9NH+YdOQHxOXPECjS6CRXcE/l7UzWlVOk6YJ42iKetkhkIiRyEZLZKMlchGRO/R1PW+i6hniqTvuRu1SZytG71N9CQ66+jmDd72EX+3AOFHAOFghrp1GmgMYUrdaniGiqpO+Y/VruKr2VfDjrtEaTJu2LUrT3p2jrT9K+KEWmLfbUz/tsMRNR3favqixqBn0XIjvWE3gRZLWIVjqMVtyF8Arzvh4keyh3vowTqdcx7XRhVzx8N0DTNXRTEIkaRBImkbhBJG4STajnSMIgGlfvP6X7beog/OwPlZwDyC5CvuyvcaOXKqdn9xT+RB2J5Jg2yU79BAW9SiaS5PzO1bTVW6keK5OlTJv1V0T1R5BScMJ5E/eUX89kMBvFz3TE6F6WpbvhFGU6YgvKKiklnhPg1HwCL8SwdMyojhXRn5l5DEMVfLj/n5TBOpdMjbchl15F0HYJfuQ83FoH/qSNN14jKDiENQ9NlkgZ3yRp3IBA4oQ57iy9j732bFaaYWnEUhaJjFpT8WxEvc5G1N+N9yNx46nJ68JxuP2v4OFvzp5/x2rkxR/Ea3kpzrE6ziFlbEt74TUlqJM1v0BCvw2ASW8ztxXfz5ifnR1HRKe9P0nH4jTti1JN8s58NolI31FE/rZ/UfMzg9wS5Jo34RsDBBWgNIIo7sIsbkWzTzQ/Fuoxyp3Xcjz1Rsa9IZyaj2v76IaGbmpYMYNYwiSabDwSJrHG61jSwoobT42cdGtwz2dVprBvq5KhC36L4MKPYR8X2HunsfcVkLZPSMghbZxxvUgkHmVVy1JSJCkfLxP3KrRaf0tMvw+Acfda7iu/gxNeskltJVsidA9m6Vqapmtphta+JLq+sKMa+CGu7eM5AaalY0WVnfCMoHhCOaqPfAvq0/P/F8shO9YSZlcSxpbj6Uvx/H6CoiSsVdHLjxGrXU/UUeVWPnEe9d/G9vIrcD0dw9QwIjqxpKnWTTZCsvEcT1nEGjornrYwrKdo90wfVg7rDKlqJWHLhwhWvxv7WIizP499oEBYeRzpaGjoSRO/7iOcgLh2Kznzswjh4YS9bKt8gB31lfiNCdN0QVtfko4laTqXpOlYkibXGT+jPJNSEvoSzRBP36aTUgVa7/uiclrnQmjISBqMuLpnA185taEHfh0RzrakkEKj2vsKDqbfw4nJDjzHR4bKBrViDf0UM4gk1LPV0FeRmNHUXTN26lkjDFXFwC//TBEeQoOLf49w80ewjwbYu6eo780j6z4FUWWbcZBj2iShkLRFs1zRdyHGSQs5WafVOEqb+RcY2iihjLG3/ns8WN1CMVDXVzMEnUsUGd6zLEvXYIbIaQLoMpTYVY96xUMI0A1N6amo8cyRRpP7lR3+yDfntwbpWI1c9jL8lstw5Uq8SRd/rIY3ViXIz2SBS2La3WTNL6GLAlJq7K2/ljtKb8Wj4VsIiKctUi1R0q1RUq3K/k63xki1Rkm1RJ+erJBS2az3fl61yJlB2wrkBb+F1/Ea3BGJc7yMe6y8oB0usMkYXyFpqOy6kj/EnaUPcdTtacpDTRfkuhO09yk7PNeVINcVV4HbZ9L2C3zV+/XgzSq4d3Lb7P96NhJueLeyw0dDvBNl/IJDWK4TkdtIhN8j4itiTCIY0S/nYf/NjNaWIKXyAaNJi3jaJJ6yGjbDjMyziGeUHW5G9KcuD4YfUutoRgZYSeTm9+MteRf2MYGzP49ztATBArSLBoQgqNBqfoqorsYy6r6Eu0rvYsxPND8aiRt0LE7RvjhNx+IUHYvTJHORM563lBIkT3++7JLyW+//yvzsxngrMtMPWEinjKhPIerjCx7CTy9luvsNHI2+lmJRx3cDAl9iWBpWRMeMzsizhkxrPLf2JJ6fCTdPAc8JUXf55ZfzkY98hOuuu47f+I3fIJ/P86d/+qd85Stf4cEHH2THjh1P6eRfCHghEnXXfeFulo/fSlz4vEf+CN35BwBSqZsol68FwOxO4G3s4LZfHKc4oTLDogmTVZd2M3RhJ239yVlB8rgyVxnvwBn8GOX8xSqiOkeQHUvkuVU+itdg7Of2REyWBonVehlclWNNtkLnkY9iSUVe+bKVstjCmD/EiUqOkm8RComGjyEcUqmQZDIkYnno0qHmRBiuDjBc6CacyxTNgaYJrJiBFWsIk5iBFVWvDVM5KrqpYVo6qdYomfYYua7EbLbLxF7VQP6x/2pGIGSyD6/9ZdS5gvpUL/6kDeHCy1LEDLxQ4tsBEXxSxo/JGF9HCJdQxhj33s4e51pO2haFhZTBHMw4Vroh0DSBpmsIXWCYGum2GNmOGG39KToH0mTa5zj9I4+qdO5dP2SGOQzTS3E730TVvQbnhCSsPs55FWD2JLH6ktgSju3LUx6tkdEE3eZBOiOfwdRUtlEt2MwxfpMDzgAnSh6n63YZiRtYUUPZvl5I4MvmfaHIsQjJlgitPQla+5K09abIdsbQZhyu0ojK9tn7Uzhy97wMBWlm8VquphZ9LXZ+Ef5E7ZRMp3nXUoySNv6TuHYbQkik1BjzruXR6psZ9nJUT3M/PR5CgNAFuqE1je9kS5SWrgQtvQna+1PkuuKzYxh5FG7+syYRJDWToP91VKy3UD+RnmNUNo4f0bEWp9H64ojuKHVX54GbjlE8XiajC7qtkFWxfydt/AAAX7aRl2/kANdwYNqi5J96EQxLI562iMRNpJQEvsR3A3w3wHNDfDfAjOiKpMwqozXVEm0aqqnWKMlcdL7xXZtWRvTkPkUq7LuxOT/STOF1v4a6+SrsqU68scfPTYghjhPRdhLVthPRHkIT6jpIKZj0z2dP/dXsr6+nLs/eaNFNjWh8PqGXaWS1dSxOke2Y4xh6dbXO7/o7CBykbuEPvY8yb8HeX5u3Pnw95K70fg7UT5zym/HyEhLVRbS0Rdk4EKdv+NMkgxsACGSKiriCsXAth4sdTPlJfEDHwxAO8ZhHOh2SiPno2NSDNCOVHiYKGQLv1BtSCLDis8RkNGGqsTYcPyUrNCXnDI1IwiDXmSDX3ch6DXxV2nbX383r3xa2noebuoq6vxGn0Is/7Z5Wvs2FJXaTM/8BU1PXpeRfzO762znq9DPlS85mSc04dzOy2TB1okmDXFeClu4EnQPp+SRMdVLJtge+2nTcwq5Lqbe+g1pxLe6xcjP63bxulo61JE1kIINsi7Fr2ziHt4+RANoMwYr4jbQaX0EIn1DGKMjXc1h7BfvySaadBUYhIJG2sBrX3XdDPCfA9wICNyTwQ0WGpSy1nnJRkjPrKRcl2RIh2RJVZJ+Uqv/f2M7Z8sg55VwSQdBxFfX466jlV+NN2Cx0YQ1xlLh+B3HtDgxttiVDyR/ioP0Kdte3UAzMs5oTBETjM8TdLJkXTZokc5FTiTEpFdFz08dV70Yg7LqYaudHqJ1sxzsxP0tzOlbjFmMHBa885ycFyfIyotVuYqbGhmUpBitfJuN9Wx1PxqjIqxnlQg4Uexh2sriNnSg0AiwzIN2ik0wLDM1H+j5T1RzlgsS1T9VQhqU1iclowiCatNQ4G4S/Yc1ZS6b6O9sRJ90eUyTm+B64+x/m2wmxVoKOF+Ho67ErQzjTGcLK6QMvM7DEHrLml7G0/QA4YR/76u/lgL2BKV/inIUHoBmioY9MrBlSKGYQS5q0LUrRuSRNrjsxS8DaRVUhsfVLELhIoREsfTPV5HupH9Hwxx4XyDcFY911dskTFP0K6UwOc7qb6X0CS0B33GBt9gh9/p9hiEkA6sGFjBsvZ091LcfL5injMCytSToCBIEKUHgNUtWzA8JQEXWJtNJNM4TlDGlpxQw0XaDrGlpjvgxLw4oaxNMWQgbKhrjzb2FMtX+RQiPsvgo3cSV2bTn2RJagEiy4riBEZwpL20lCv7npnEspGPMu5+HqWzju9uA+SS/NjOjEUmpdpdtitPYmaetP0j2YmV9pMbYLbviQytIEZMcGagN/Su1kF86h4jw5fSg2wR3sxH98FrsUpPNriLgtrFnfyrJknfbDf0hEPgKYhBrBAAEAAElEQVSAF/ZRFpdw0h1kuJalFJiESKJalYhWIZ30SCY8IoaNT5SS08LxyiCTpSzyNHpCNzWsqK5s8aiyx62oeq3PrK2G7E+3xch0xGjpmuPkH9uqSP89P6Fpw7aux8u+mJp/MfZEC0HePr3NF9HxAwlegCkqZM0vNwMyXtjHMe897K1vYtSV1J9AKOqmhq4r+1vTBZqhXkfjBpmOONnOOJ0NAjqabMxdGKr77o7PzLnvdMKel1BPvYFafjnuyeqczNQGBBgdcaz+FAU/5MiOacKKS1YXLIrcRZv5BTRRRUqDcvhKjvAmDtYyjFb9BW9fzRBKJkR1ZCgJvBDfD0EqolW3dJJZFZDOtMfIdMTJNOYjmYsoO7Y0rILjB26Gw7fPy+yWCILul1BLvpX65ADeaPWMdrgp9pI2vtMMwgDkvfPZVX8D++3VZ2WHC02oe2vmvpq5x6I6yZaomouBNMncnKzrqYNwy//XzEaVmom/6G2U9bdhHxGn+EN6NoLXb3IikidICRLRDvbeVqY0UiNrCHrjgjXRb5MV30QISSDTFOVrOCxezN58loIrT7kMVlQnkVXByTBUASTfCZSscwN8J0AIQTyjSMlUTtkJqZaGzZCLEokZaIaSd7qhYUZ0FciQEkYegof+Q2U3NhIzpJXC738j9dhrcKZacUdq8wKXAhtdjGGIUUxxGEvbQ0R7FE0o28oLUxx2XsNj1Zcz6Sd4Im123R9spHdF7okn8VcAzwlRd+ONN1KtVnn961/PgQMHeNWrXsW+fftobW3l29/+Ntdcc81TOvkXAl6IRN17v7YN8+BtdGoV3sQNtJqfxi8btFp/Dm/8GvkfHG1m60RWtTCesHjwwXHKc4iCTEeMgTVpVovrye77IsKvI9GpRd9AofDGuftQYnTEiK1u44A1yg133oiUkkWLFnHVlhdz4O4iD+26n3ryOEjBq170Ri64Yg0A0vPwfvpZjEc+ixYWntJYvbCDgr+FieBypsNlVAOoeCHVQCndJzaNT0V/5hAXpH5At38XoiFiHXMTJfv1ON56YD5hICI6Zlcc0RLDT5gU3ZDDx8oc3ptnZsUm0ybr17XRpx0nc/j/Yvmq7DSQaWrBldSNK7A7NmBbMcohFGo+xaLD1LSD6zy5zV6iCZMVfcdYE36DXPmu5vuOeQml2qtwgseNwdCw+lNEGg6s2Zdk+GiZx247weFHlKEtBCy7oJN1V/aS8+pw6/8jMv4fiIZJ4IaD1OWluMm1VGKLKQQZChVBvujg1ENCBCGSRqAIibIrPWABPkmNw7RZ3bKNIfM2Wv2Hmr8F4NFL3d+MHVyEK1cxu2Wggp6LoHclqJgaR0drHDtYIgglpoCkqdHfGaNTHKat/lVimmquLKVBPdxCRX8V9dZN2MkIVQklJ6RY8SgVbCpFl/B0J7wADFNjUU+JTdbX6SirKKhEp269imLpdQS0zTlpgbUoRXRZjsiyLJW4yy9vuZk9e/YgpUT3YyRLg8RFOxtf3M+GFy/CNDTcW/8L4/7/i+6PNMah4cohfG0JrtWFK03qLjh2QChDQDbmQFANOin4S6mGnYRS4EhwpMQJOYV0FQS0GsfosfbSEz1A1jhJSpzEEmUeD4chqt7LqQdXIJlfmhaYGjUJddtXWbACTCGICohoLlHtIRL6jUS1bQihrrUXLqbEdZTiL8VOxKkZGhUJVS+kWvNx6j5O1cepeZyNlozEDToHMqxoeYSlw5/GqB4DwI1cyHTlffhBz+y4YwaxlS0wGOf7D9/I8RMn0DSNiy7cjF7O8fCDj1KNKYLqwhUv4mVv3IJuasgwxL/jv9Du/nN07+QTn9QCcMI+iv5FjHuXMC2XU/FoyDZJbYE5eiJoeGxov4f15ndIhOqcQhGnpr+acvVFBLLn1C+ZGiIXRaYtHFOj4AQcPVpmetohkGAIaEubDPWZ9FX+nZT9TYRQa7UeXECNa3DarsJNZ7Atg6qUlOsBpapLteRRLTg4Z8genQvD0uhdrLMh/iN6Jv8TLVBlQ661kULt7bj+yvnjjRtYSzJEBpRsG5dF7rv3fk4eHcWe0olWejD8BP2rW7j4tUtp703i3HcHxp3/C8NRQSQpNTw5iMMqvGgPdVLUPEG9LnH9cI5ME9SCNgpBP55MEAJeKLElCzrvGj7t5kEWWTvpj+2iVd+34FryZSu14BqqwcsI5PxySBnVsS2dct2nWvEQCAwBMU09Mtp+kuZPiGt3IIS6xoHMUgleTin6WuxkJzVToyIEJS+kUvOxqx521cetn/2cdA5kWNozzvLJvyU6oRyvwOiiGPwWtfolzNU3Zm+S6IocR6NT/PD2nxIEAYlEgr72QY4dPEldnwJgWWYzr3nHVaTbYuo6PHQz4qb/hV7ff1bnNRehNKgGQ+T9S5nwtlCWbdR8iS0ldgh2Y57ORrILQBDSE9vHpuxP6JNzdez5lN3rsJ3zeLxOApCGIIgYeKaGDeQrHsWSiyfVcaO6oKfFopdfkAv+GV0oR9gOzqcaXEstcRleS5pa1KAcSIp1n0rVo1b2qJdc/AVI/YVgRnW6FsdZl76FReNfQndUBqBrXUC++m68YMm8AZu9SaJDOcTiODc9dgc7dj4uuC8hXVnBxVsuZNPLlxCJGQTjowQ/+BOs4etnPyYFAW0EopVQmPihThj4KGZMWQmaCAmlRSUYpOivYtxfSylIUwuhHiq7bqFRCgJiokZEc4gIm6hWI6rVSepTtFv76LW2EhEFAEKiVLVXUqm/nECeusGABAIBQQh+qAINUl0KNJTOSmqHyJjfbBINUmrUwispmW+lllmOEzOoa0rXVfwQx/Zxaurh1pXOOuMNJ6C9P0XfYJRVwX+QPfBVROgjtThl67coFV7C3HvMaI8RXd3KHu0EP7/3ZgAGBgbYvOEKdt82zp7hB3Bik2jS5C3XvYMVG9XGWtJzCX7452i7/hktfGrVVU7YS9G/kKngIsbDVVR8nZIbUgsVufxkHVdBwKrWRzkv9n1a/Mea79vGFkq11+KGq0/5jpYwMTpiyGwEL2owVfU5cLDI6MnZkvru7gRrlmfoLN5GavSv0FFBEC9cRC24mnryCuyWIeqmTtmXFKse+aJLfso+67U1g2yHxbq2+xmqf51YXfVMliJOVXs1perLCefafig7I7IohbUojbUoBe0xDu+a5qGbjpEfVfMSiRuc96J+Vl/cjXbkAPqtH8GqzN5/TrgBW2zESa2iYnRS9KKUKiGFkk/ga4TohFInRFc2OBJPgn2aNQWQ1kdYHr+LofgDtIj5sjcghSM3YPsbsYPzTxmTnokgOuOUNcGJkRqjJytICaaAhC7oykVo5wgtwbcaOkqdhROupqT9BtWWLdhJS9nhbkix6lEpuVQLDr579vORyEZYvNhlrfgGbWPfQ0gficA2X0Sh8tZ5MkBYOpHBDNHlOazBDHfvvJ+7774b35/Vh9FaJ63BKi565SBrr+hF0wTePT9Dv/NP0J3ZKhI/7MSjH99sxZcGnh+o40gfIQIEgdJNYTdFfzlT3ho8otghOFLppYXWT0wr0GEcI6lPk9CKJPQiCS1PTM+TNQ5jiVLzs55YRMV/JTXvGiSxeceRAlwh8PyQUCppogn1bArQRJ2Yfhcp/fpmckYoY8p+sF5NPbkYO2pQ1QVVX1J1A+x6gFPzeMXvrae15xy23XgG8ZwQdQthenqaXC537munzzFeiETdH13/KCMP38aAPs213M7K9t+ndryVlP4tMu99K0HbZkq/OEr1gdGmBNBbori5KGMFh/HhCt3avayO/xsxXTXjdsK15L3348sl6vM9CeLr2oivbcNsj7N3716+9a1vIaVkcdcQbd5qTuwuEIYSiURbsotxe4puxnhf7j60Kz8G571NMUC+Q/DwDQSP/hIxvhthj4N0QWpIdCRRJBGkjCCxkETQRR5T7G9m34ASina4AV/2IYkhMQChmh4LZV5LIZAiSiAShCTwSRAShWAKK9xJWruNpL6necx6cAkl/014UvVQcKWkhKAIFEMoBZJaKAn8cEECp2coy9ore1m6oX02CykMCO/5V7jn79Fqx5ufldLAkwP4sotAdhDIFgKZI5A5QtFCIFqQehwsAywdTA1p6rhSUvdCyiWHRO0+FlvXkzF2NI6pUQ8vo+y/CU+qfiqugKqpU4saOCkLP21hRg08J6CSr3Pk5AEq2jhSBFhemnWrNnLxq5aT7Zy/w6gc30v48/+HdujHzVLS00FKNY+hTOHJfjy5GC9chiuXEdCJNA1CQ+CHDkbwACl5O1l9azOao+7BldSDS7HDi/Cl2pTDDSXlUFIJoCbAjRrUTI1yzadenl+i07E4xYqLuxm6sINYUkXupR/i3v9L9Ps+iVHa3vxsINM44Vp8uRhfdhLKDAFppNVGGOlEREwwdYSlIQ2NUBOEmsD2Q6q1gFLRwc+PsMz6L/qsG9EaTnItuJKi/5sEsluNKWrgtUSRXQnoiiMaJc4Hj+xn+747COTjnWXBK1/+ai7cfP78tz2b8P6vwX1fRSvvO+NcLIRAZnHDlTjhatxwFb7sQRh1dOMIJvuJhruIiP1oYqGyaPBlO37YiyuXUQuuasoJJ5QUgsbDV8/2nGUSS5l0DmToWpqmvT9Fti1GTIOg4OAf2oWx92tY0z9EubXKSHDCDdjherxwKZ4cQBpJ9LSFFjfQYgZEdEJDI9Q1fA08BG4oKZVc8uM1iqM1MgxzfuJfaLceaIy/hYL329TDLYCAtIU1lCO+rpXoQJZQhPz7177GiZMnMA2LVW1bmNwDXiNDR/YdZdI/SlJz+GDPI0Q2vV01TBZCrffdvyR44IeI0YcR9iiaLCHRAANJhFBGGjIripQWushjiONNw1Vd41bs4CJ82U9IHJAIEYDwEHiokQaEyswiJILEIMQC6WGxh6R+L0aDDApkmor/WirBK5Eog6oSzs5TKZCUHzdfc2GYGgMb2ll5SRd9K1uaGTrBkUeQN/0lxvCNzc/OkF1uuAxf9uDLHgLaCY1OpJlBmDpSF0hDA0NrvvaAuhNQrnjUpvIs0m9gceT7mJoagxsuo+i/EyfcCAh8XeCkI3jZCEFrFLJRhK5Rrzo8emArJwvz14ZA46pLr+XKay+eP7gwJHz4O8i7vow+/eDCF+AM8MI+XLkcN1yBG67AYzEy4mNoh7HkLqLBY8TEzlPWk5QavuzDkwN44RJcuQInXAPoBFKSDyR5f/b58XOT7YzTuzxL74ocvctzRKM6/ngN79hxtJ3/gTXybfRwsvlbrlyJHWzAk0vx5BIC2tESUbSEiYjoyMZcBELgA55U5KPrh5QrHpOjNSLeJGsT36Lf+gVChEhpUQ7eQNl/g7qfTQ2tP4U1lCWxqhWRNNm7dy8/uuH7hDKkNdFDfHIIu6hsBbf9CCX9ODFD8oE1ZRJrXqp6ggkBUiL330Jw33cRJ+5Fc0807v1TIaWBxATkKdfZDQdxwg14shcpIwgChLARWh2BemjUEczYFxpIHdDQRBlL24suZstblZ3wRjy5AoBAqvUzI/uKgSLWvQXWkhDQuyLH0AWdLN3YTjShMnGCqUnkz/8Sff+/IxohRyktnHAVTrhW3SNyEaHZjRaLIqI6wlJzFupKHwUCfCHwpcR2QvLTNpXJGt3iPlbGv05CP9G8X4v+/8AOLwAEYdQg7E4gepMYi1OIqEG1UuNnt/2A6eIEIIjXejHsLE5sDCc2gRCCd7/+WhYvW6l6ps3Mw+R+wtu+DPt/ju4cf/zwzwpuuAQnXIcTrieUGYRZRxcjGAxjyGFMTmKIcSUPz4BAZqj4r6QSvBqJ2nClEqj1NKOjFiKXYimTbGecbEec1j5V/t7aFUdUXPzH7kN/5O+wync2P++FvdjhJtxwFW64kkC0oSUs9KSFljTRko31pam15UnwgpBq1adYtJkaq1PN2yyxtnFe4p+I6aosrR5cTMH7HQLakQKMviSxVa0k1ik7fPuDD/GjH/8QgIHu1aTKg4wcUGSvMCRO94MUvRprxH7e1H1SbfgxswlQvUC44ycED/0CJvcj3AmEVGsrlElCkoQygSROKKNowsYQw5ji4Dw9FcpEY+wrCYmBNJAC0DSk0FR5sRAN3ZQgIE5AghCBFowSCR8lq99MRFNjltKgGlxDJXgdvlSbD9QbdnihYV8UPYkdyAWz+jRDMLixg3VX9tI1mGn6vLI2TXjjp9F2/BsimCUoA5nGCwfxZaeyw1F2eKi3EeqthHoGTENFqHQNqakQsuuHOE5ArVIj49/Eouj3iGqjzWtSCV5D2X8NkhQSqOuCetTATlr4GQuRjhBKcOs+J08Oc6K0G9coItCI+x1cdunlbHzx0lPKj+X+m5G/+Cu08fvPeO/PRSBz+LIXNxxo6JqleJGlyGgMXxOEwSgx516y4c3EtVl/SEqBK5djBxfghOfjymXMkMV2KKmGkmIIVUunKASlmsqInYuupWmGLuxk2abOZvVSWPNwdz6GeOALWOM/bMr0QGZxwvPwwgE82UMgO/G1TkQkg4goP0ga2qzMEwJfAx9BpeZRmLLxCxMsj/yARdEb0Bv+Yj24gJL/LmU/Al7KJGhPQG8SszeJ1ASu43LbfT9jZErJLMNNoYUWbmQKBKxbu57Xv+F18zmUwCd85DvIu/8FbWrbvOSCs4GURkO+b8QJVxOSReCgGWOY+iGs8ACWOIQxR/cshFBGsMPNVINrccLzAKUDisHsoxBIysGsnNN0Qa4rQWtvo6qpO0GuNUpEQDBVRT56Pdbhf8LwZjfqU3r0PJxwDW64glBk0ZIWetoid90yrP7n2aZWTxHnjKj7NRReiETdZ27cy3133sJaY4xLeJAtnVsoHN1CRHuE9pfW4cqPAeCNVancPUx1+zj4ARp5ovo2kvpPsDRVz64c2PdQDq5k3INRP2TMk80MAU0XBFaFyfRDIEKitU6SpeWIRgS9f1WOzT23k9j5KT7Hu3GI8Dp+znnsVrtTXfsXCzaqDG0ff9pG2gGhGyA0gWgoRqEL0ARC2nDol4h9P0IfvgUR1E85zlOBlAa18ApKwRso6gNMOSGTdZ98IJ8wHTuSMGjrS9IzlGP5hZ2nkFvzEPhw8Gbko9+FA7cg7MknPLdQRghlDl/24MlF+LILQYAhThDVt2GIidkxBFdTDN7IVNDDtBsy3XDu6qeRIoFuU8rswbdK897PZrP85m/+Jm1tbQt/sTqF3PUD5L7bYfhhRG0UIU+zQ+RCvytT+LIXgY0pTjQzP0A5ELXgSsrGNdQi/TiGRk0TlAMouQHlqke96i9YHoiAlu4ESze0M3RhJy3diVM/MxfDDyO3fhV2/VDt3HkaSKkR0EogO/DDnibx4MseJAJTHCeqbyWu3dUcix2cT9F/F1PBUia9kClfMunLBTNt7Ogo5cw+lcngZkhVl7FsbT/lxAF279uBrsF7l03T3b9E7cD3+K3hC8eRR+4hOLoXOXUCadtI11NObtC4MAChj+4dxfAOndbZfTxCGVPkg7YSzxjENxfhRvvxjTi+JvCFoO6FFOo+EyWXqWmnmeGmGYJMW4yOxWl6lmfP2JttHuoF5LavwdYvIyqnZqb5sgM/7MOTffiNhxf2N3pyzj22xBQHSOo/Ia7fihABUupUgtdQ8N7KVBBj1JOMeSGVcO63JKXsbtzoJCLUyU6fh+ErYivbGefCq5IMbP9Nvli+ijxZLmcrL+IeWH0dvOGrC+5oG9o+/qTaDTu0fUAgdIEwNCXbdAFeCe34bYjDP0cfuWWeM/F0EMgWyv7rKIpXUCTGeNVn2gspBHJBIkE3tGZZSSIToa0vSfeyLIvWtJx585jJ/chHvgWPXI8oHT7tx0IZIZBtjUc7AW34sp1AtjVIy0mi2mPE9DvRhJLxXthHyf9Npv1LmfRhyg+Z9BeWz5KQUnYXblQZt5F6B50tvQTpaU6OHUXTBO/c3M6S3k61mUv0cXZA8QTy8J2Ehx9DThxG1srguRAGjV4yM48APRhBDyeecA5mEMgUbrgWxzgPJ7IeJzZIGInhGxqerinnxwko1jwKJY/KnEwCIdT91z2YoWe5IuaSuSfYzTDwkLt+BPd8ETGy7ZR/S2ngyy582d147iFo/t0JzNzLElMcJq7/goT+iyYRVgsuo+C9hym/nXFfMu4pEmTubeWZJQotj4CQROrtpIorEQhiaYv1V/awzv57/uWxgDHa2chjvJZfwqrXwOu/onbenH/CBNNTBPkafsFBhjqEhgrSzcgVKRG1YxiTd2KM/Bwt/2AzU/7pIJQx6sEWivINlI0lFNyQiZpP3gsph7MOkBHRT+kDGE2axFNms13FTOBoQUwdhIf+A/nofyFKp5bcS6k39FF7Y910qHXU/LsdiY4hxoloD5PQb8LS1HoMZIqS/xtMey9jyteZ9CXjfnjKOgqFR7HlMXyzgghNMvnVmJ7a+Ov8ly5i+wP/wWMnirSQ5/38B9aql8Mr/ubUDTEqE4SjBwiGjxMUa0jbRfogQwGahtAN0HWEX0IvPYaefwC99uQyKBVBGyUUcaRIEGoZPH2Iur6RstiEHWoU3JCxssd4xVMZ/Y1NsRIZi2yjhHGGmMt2xs5us6+T25G3/TUc/CXicZuHBDKHFy5u2GyL8MLF+LJrAR0F4BHVtpMyrm/2oPVlOwXvtyn4FzfWVci4P19e+5Ei+eyjICSxai+J8lIEAiFg8PwONvfeQf3+v+Ur/AYSjf/Bt+hnFF7xabjofQtcR0lY8QjKLmHFa7YqEQC6UK0jNAF+Ge3knYiDN6KN3Ibm5c92qs6IUCapBC+jJF9LUWtlsh4waQfkgzOXgGuGIJmN0L4oRd+KHMs2dc6WoS6EegF2/VDZ4ce3IsIz265qvWUJZSue7MUP+wnIoVHH1PYT0+5HEyqLbyYYlg9exZQXY9qXTDcI4YXylSWSWuIYteTRU26L9vZ23v3ud5NInMaOnTyA3PtT5L67YOoAojaMCM/eJ5JSx5fdaKI2LwihMvXOoxZeTtW6BNtqw9U1bAFVKal4kpITUKl6OI9vo4Oaj45FKQY2tLPs/I5mhvRpURpG3v05ePBrCL+64EdCGW3IuA4VJJZdDduvl0DmEDiY2hFi2r3E9dua+skJV1L03s2kv4ZJX9nhE/6pdo+y+XYqm0FqpIpDxLxOhi7oJLfS5yc3fR8p4Q3xrazrTcGW/x8suWz+QewS8sR2ghMHCMdPIuseoRtAKBqJCwagI0IbzTmMWXsQ3RvhbCClaAQ72wj1HFJvITTbCIw2PKOfqj6E6+tUvZDpesBYwSE/U7XQkHW5xqZz7f1J2vpTZ7cJSRjC/puQd38Rjt+JkPMVRSBbcMOleHIp0bd+AGvteWc1nuc7njOi7s477+TLX/4yBw8e5Lvf/S69vb18/etfZ2BggMsuu+yJD/ACxQuRqPvXuw/zXz+9hc3mcVazj9fFxxmb/gSCOj1rvoJ4x3dVE9CHvwFjO5GlUSiPziO6pIjgdL4Tf/Xv4LXlmKoGTJysMHmsTGGiTjXvqCwyzSXfup1QdzGdLB3OBjoWZehelmVoUzu5Rz+pmqcCdy76fW4+ptEaF/zP2t+hIeElfw5bfv/pD9qtqr4JIw9D/gh4daTnQBA2DQykhDAAr4Zwy+CWwK0g/Coy0kqYWkbQeSXhijeid/djtMSUwwzYFQ/X9vG9kMALEdpMrziB0FCN7iOSRx97hB07dpDP58lkMlxwwQVs3LjxickIKVXj/dEdqrdP4TiyPArlMaiMQXUM8fhdGBc6jJbA7X4D4br3oS8exGyPIQwNzwmolVzqZRe37uPajX4Ijop4TeUn2Xbwl7i+jWVF2Lx5M6lUknvuuYdCoUDWCnhv9x6S7X1qV7q+C848Freidr+TjUJX31E7qlXG1O5QYzsUMTa28xSjNoz1EHS9jHD5dWgDmzBaY81Ms4V/TvWzqZc96mVV/hOJG6TbYniBTRAEpNPps88eDnw4cT+c3A4Tu5GlEdUPqzoJ1Yl5DaWfCH58He6KD6GtvAarX2UmlKbqTByrUC04zQbMduO8J+2jHKmozL7e3CBXXf4S+le0Ek2YhA/9J9/80S/ZLxfTzRjv5ZvoVhJe81lY+/qzPqdT4Nkw8ojqfXN8K/L4VkR1AqlHkZllhNnVyO4LoPcCtN7VaImIIpTOAkEQ4tZ9NL3RQ+PpNMcNQ9V748DNSn6NPArl4dN/XE8SmItVmX7goHvH0Ck0/+8mLsZd/ceYqzbgpSKMHS8zeqjIxLEy5bzTlHHV5GFqjdL9tvoGejr66FiSZumGdrqzU4h/fw2UTrA7cSnfrm7G1OBD8qskZBnWvVkRDE83c92z1WYCR+5Um9v4NjKQSGGondU09ZCagQg81WvKdxCB09hVEsLMSsKuLbD0SoyWBCKmNm+QocT3VJP9MJCq906jD49uiFM2svF9H8/ziEafxG5mxRNw7D7VD2/qIHL6MBRPIupPHJyYiyCyCHfg/bDuTZi9aUialCZsSpN16mWXWsnFqSo57bsBruuzd/Je8vYwmtC5/IJruWjLBhLZCKFT4frPf4Kd5RRZivwuXycSicFL/1IR4E91zqpT6v48uQ1OPIA8+SCi0csnjPcgW84j7NoM/ZeiLVmPlow29cwTQUqJW1fji6Wsp7ee8kdVv8wTD8DYDuTEXkRwetkm0QjNTqSWQPPG0MLZMl0vugZ36KPo667Gz0QYH6kyPVylMFajMF6jVnSxax6OUyffpuyFmN/GYOoi2hdl6F/VwuKVGfQf/zbs/D7H6OVfeDMCyQfEf9AqJ9VO3W/7NhhPc8fkyriSIce3qrUUuEjNBD2G1OJIK4mwkkgrCWZcld/LEBXlCBVZ2LEG+i4CK4aYs2mV6vsZ4rths7fdM1a1IqXqA3r4DjVn47sbc3b2QbHmoUQUp+s3Cda/H3NJD37CYOxwifxYjcqUTTnv4NaVbeA4Lie5H1sUMYTFeb1Xs3iwj8Vr///snXd8FeeV/r9z+1XvBTWQKEL03psNGDC9Y4MLuKZtinc3yS91symbTbJJ7DhuYBtTTDG9m2p6bwIBQgKh3nV1e5mZ3x+vdCWBqKbYDs/now+2dHU1c2fmfc95znOeE0lodAAcfBvX1l/yD57DSjBPsI/BHBUTl59fB1Ftvtx52yvEundlL2r+IXA7xLUKTkENTkYNT0OKTIXoNkhhsUimOzfNl2UFVVH9vr/3Ba5a8Vzl7RfPf0mm8MdrBqrGhKKPRdbGoap6JF8tOu9lNIiijIoBd9RMfN3+DeKiqLB7KcmtpbLIjqXcSW25U9xvWic1kSdRNT6MrigSdN2IiA8iKT2C1G7RBJ99E3b9NwBro/+Nk+UaWod4mF37D3Eg0z+BjPFf/twVGQqOCa/aqlxUjwN8XlAUVEURz5GiiHtZ9oCnFslrA48VVBnVFIMS3gk5bii0n4A2MgxtqMHvde20euvM7IXPsX+vqrt+Or0GrQEyz2WSnZ2Nw+EgJiaGPn36EBkZefvj93lELFRxUayPloJGcXgJkrPyzj4GQxye5OdRO89B1yIKXaQJVVFx1Fk9uBxe//NVH4+7nV4uFh+loEoQ021bpzNoyADsdjsbN2zAarORqLfwYvA+tIndof93Ia7jHRyMIrwzVVn863OLda/iEpScRS05A8VnkFw1/l9RJS1KaCfkxNGo7SejTUhBG2K47XMlexUcVg8Oi9hHDGbhO3hPA0V8brHO5R0QRb+qHKjJR7I3P/Tglm9lSsfT+ttIGWPQJ4XgcMvi+alwYq104bR7cdu9da3pXorlc1TLeUho6N7yCdI7tiEpPQJTgAbWfY/dp7LZTX/MOPkeH2LGDYP/Q0w0v9f1XlVFUSZ3F+TsgrJzqI4qMfQvIB41tD1qTEeI64yU0AlNSCjc4f5SP4xHlhV0es39WevsFcKv8NpBuHYYteJSkwKY8sx6NG0Hf/m/8xXAQyHqPvvsM+bMmcOzzz7LJ598wvnz50lNTeWtt95i06ZNbNq06Z4O/puAbyJRt/50EX9atoNhhhwSKWGe+ilFylpUr4aYgB9j6N4Hjs1v/pdbdBPV6x4vQEDETf+Gqqq4bF6WrfyUq3m5RIRHMnfuXIKCA+tfICaI7f+r+P8xf8LVeQ5//etfcblcTO0SSsfTvxJTq55dAa2H38dP4C6hKKD5cgtXVlYWmzZtwmq90WOoQxRMDj6JVm8WbQZdnwXDLZR2N4PHLpIMa7HYZMsuQG2B+AzDUiCpj/gc9abbv1cjFBUV8cknn+B0OomLi2PGjBmEh4eD7MO24afMP+mhmjDacZmZrBeFvq6zYcwfwXAbldrt4HOL5L3mGugDILodhCZ9aWIjOzubnTt3UlwsKlShoaEMGTLkzkjTW0FRwF4uyNSqK2KSUmWO+LcqV1yLkARRXes4FRJ73NUxL126FEVR6N27N6NGjUJTf18eeR82vYGVAN6S5uFWdYwJuUjv2rq1e9T/QN/X7v28GqOe0NZ+DSY22SvEs1A/zKL+35o8kRRcD30AtH1KqHlvRTYj1riLF7L5dNkSACZOnETXro0qhJU58NFYQRZGtUV9bh3vLV1HcXExgzok8mTWf4rAeOR/i6D6awxFUbh48SJHjhwhLy8PRVEICQmhX79+9GkXj6YyGwIiIb7r3a2lXhfUFoovS6FYzyyN/l/2iH0ooQe0Gw0pA+/4/WVZ5rPPPuP8+fNotVpmzZpF69atxQ+d1bB4Ou6Ck7zNc1gIoZ8ph6dc68TP+30HRvzmS+8LgFgznFVirbxeEfZVgiILQrUqVxSNqq7U/fdV8a/3OkWnzizIs15zIe3J267ZiqLwySefcOXKFSIjI3n55Zcxmer2KtkHq14SBt8aPUxfyOLj1WRnZ9MpNY4p+f8FXjv0nAdj//Jgzv/rCEUWxS9LgdiTLAVi+JeloOF79Qm4zgwJ3SF9LHSZecv4zv/2isLy5cu5cOECJpOJF198kdjYOpWcqsLeP8FOQQCdaf1dVl3WYTTo+LegTQRUnYOQRJi7BcKSHtAH8DWAxyEGxJRniZit/IIYVFZbyE3d24JiofN0sQ4F3+ihVw9VVXE7PSz4cD5l5WW0iG/Bc88/j8lkrH8B7P497Pkf8f/DfkZVp3m8+eabqKrKyxlOEs6/I+6Nlz6HuE7399wfIlRVJSsri82bN98Qh+u0Wia2leioyYHAaEFKXq+AuhPIXhGD1z9zFRfFtXTWiLg7qp1YE5P73dXeoSgKa9eu5fRpMdRj3Lhx9OhRFzuWnqdi0Tw+sA7BhYmhHGQohwBJEEOD3vjy+5SqivOpvAzmMIhIu1FZfg+w2+0cO3aMvLw8QHgm9urVq2HdvxfUxww11/yiBqpyoTJbxGQeG6KdJlVch87ToNWQO84p9u/fz+effw7A9OnTycio80OUfbDmNTi7Ahk97wR8h3IHDIh1MqL0HfGavt8Whb5/RUsxt03kcsWnoeQsjPwNmEIf9VHdFzwUoq5bt2784Ac/4LnnniM4OJjTp0+TmprKyZMnGT16NCUlJfd08N8EfBOJugM5FXzvgx2MNWYRovPyQ99blAcuxF0ZQZjuHYJ0GxBN9tNE0hrSQgQDQXF3RSAdOHCAbdu2odPpePnllxsCOIA9f4RdvxX//fRfoNc8AHbv3s3u3buJiYnhtYQsNCcXCj+TV7+AsOT7+Ck8HNjtdjZu3Mj586JFITw8nH79+pGQkMCVE7vYdfwiMlp6cIZxCINfQhJg4tuQOvTRHXgd8vPzWbRoEW63m4SEBGbPno3ZbBYE2sq5cGEDJUTxnjQbRZWYlGyhS/5HggSJ7wKzV0HgTVpiHwFUVWX79u3s37/f/73Gk4e7BpYx3nAQTWAUpPQXCUtM+0d1uH4UFhby0Ucf4fV66dSpE5MmTWog6Q79E7b8WPx3v+9wJGw8mzZvJjAwkO9lVGM8WlcVH/8mdH/u0ZzAVw1eV13wdllMddVoIbwVxGbcMVlSW1vLO++8g8PhoGfPnowdO7bhhxXZ8PE4QZpHp8Nz6yA4lqysLJYtW4bBYOAHQ6Mwb/t3kLTwwgZxv30NceXKFTZv3kxZWfOV7PZkM5VNaFHE2jbsp9DlmftDct0jZFlm9erVZGZmotFomDlzJm3bCp9RbGXwySSh6jWFkj34bRZvO4ZGo+E7vY1EHPqdeN0trBm+ClBVlfLycqqrqwkMDCQuLg6d7gGR66oqPreqXEGYBcaI+/4u1G07duxg79696PV6Xn75ZWJiYsQPZC+serkJSUf6GIqKinjvvfcA+NbTXYjZ+CKgwri/Q4/nH8BJPhwUFxdz5swZrl69SnV1NSaTiTatWzOwhZfQwt1ikmJ0e+gyA8Jbfvk/6LaJ/doQdFfPpKqqbN68mSNHjqDVannuuedISUmp/2HTQuzQn6AM/g/effddSktL6d+rGyOv/LcomkS3F2SdOezLn8s3CT5PXUGijmxQvKAPhJh0iMkQe9YdYPPmzRw+fJiAgABef/11goPrfKFUFXb8F+yrI7aH/woG/gCAVatWcebMGdq1bcsseSXk7BDF3ld23xGB+1VDbW0tGzdu5OLFiwCEhITQo0cPwsLCOLVnA1eqvEgoPMNa2nBV/FLr4TD+LQiJf3QHTtO9SpIkJk+eTKdOdYRpwXFYPAWc1Zw19+czZx80ksTrqdeIzlkpXtN5Jkz4x1eusJqVlcW6detwOpu23wabjUxtp5BitEJQjBAY3CWxeVOoqiiOijanu/71zMxMVq4Un+tTTz1Fv379xA9kH6x+BTI/A40Opn7IRW07li5dilar5XtD4wjd8YZ4baPn7DG+GXgoRF1AQADnz5+nZcuWTYi63NxcMjIycLmaNwj/V8A3kajLLrUy/v+2M8N0GkmCn6l/xa4+R617GmbNF0Qa/wTTPoKMCff8NwoLC5k/fz6KojB27Fh69mykTtn3fyKIA3jqd3jbzMW2twDX5RpcHjdLfLvxqj5mTJ1M+wPfg6KTQsn34pa7VoM9SuTm5rJ69WqsViuSJDFgwACGDBmCXquFA3+DHb/hgprCMsajIjGlUyCdri0EyzVAEgv6gH97ZIng1atXWbJkCR6Ph6SkJJ599llR6fLY4dNnhQRba4CpC/iiPJSdO3diNpv5zvieBK5/BRwVENkGnlsDoYmP5BwaQ1EUNm3axLFjwnupT58+DB48GEPuDg6t+4Cd3q6oaOjGWcazvcECpM1TogU7Jv2m7/0gUVVVxfz587Hb7aSmpvLMM880JNwH3oRtPxP/PeD7MPxXyIrCP/7xD6qqqhg6dChDPdvF6yTNl36uHySuXLnC6dOnqaioQKfTkZCQQKdOnYiLu7li4FFBURQWLlzI1atXiY2N5aWXXkKvr/O5KT0PCyeAvQyi26M+tw5XkQ7XuUp8Fjeflm6n0lUjrk3lIji7QigkXv3iluqIrxpqamrYtm2bvwhhNBrp3bs3Xbt2JTh/J2c2vMtmX19kdPQw5TNW+RzJI1o8aT0cJr37SEh8RVFYs2YNZ86cQaPRMGPGDNq1a1d3UtfEtavKFddkzmqI7cDChQvJzc2lQ4cOTEtzwbrviNc/+UsY9MOHfg63w5UrV9iyZQulpaX+7wUGBtK3Yyr9ko3oNIjPPjQJguMfKWkKcPHiRZYuXQrAlClTGhJR2SsKQlnr/CSd2noU7pwavBVO1mVuJ7v4irguMVdF+57WAC9shKTej+6E7hJut5vMzEyOHz9OUVHz7fpmnMxgPS2p8+GUNEJB+OTPH4kyob4QCzB16lQ6dqxrs1MU2PwfcPR98f+NFMOXLl1iyZIl6HQ6vvfiNEI+nSCKGS0HiaLel21bfkhQFAVZltHpdM0r8C2FUHJGKH6j0yGq7SOJ4xo/V88880xDMUJRYOtP4fA/xf8/9Tu8qS9g21+E+6qFGp+NTx27AXjthVnErZ0ulLNpT4oOl3sgOR4VMjMz2bBhAy6XC41Gw8CBAxk0aBB61QPrvouSuYq1jOQ0GZj1Eq+2qyLs/GJBjAZECR/ZtGGP5Ngbq741Gg1Tp05tUHBd2QtLZwqFWEJPmL2SJas3c+nSJdLS0pidoSBt+IFoab2FH+6jwIkTJ1i3TqjTY2Ji6N27N4qliEMH9lElB6DDxyzWksY18QvBLYRPYq+X7ouS716Ql5fHwoULkWWZPn36MHr0aPED2QufzYPza+v2qI8h/WlUVeXDDz/k2rVrdO3alYkxBbDt/4nfmfSuEAF8RaGqKpWVlVgsFvR6PVFRUQQE3EOX178IHgpRl5qaynvvvcfw4cObEHULFy7kD3/4gz8Q/1fEN5Goszi8dP2vrcwxHkcjqfwwZh+GYhcV3t+jpZz4sB/Cv2ff86Lucrl49913qa6uJiMjg2nTpolgRlXh81/Agb8DoA79GTZpJpbP86DRRNSjuhxO664SbQ7n9ZcmoPlgqGhF6vECjPvbffgEHixkWWbXrl3s27cPgMjISKZMmUKLFi3AUQVrvgWXNosXd57JzuDJfLH/IEajkW+99DyhB38PJxaKn3d5Bsb9FXS3MQG/z8jJyWHp0qX4fD5atWrFrFmzMBgM4viXzBAebfpAmLUEUociyzLvvvsuZWVldOnShUmDOomEt7YAQpPh+bVCav6IIMsy69ata9o60L27ILA+/zkA54IHs9LaAxUY0SGGAfJ+uLhJqA0kLfR5DZ742b21Jd8jbDYb8+fPp7q6mri4OF588UWMxrp7Yc//+n1lGPQGPPEzVECxezmXdZ5VG9dgMBj43ve+R9Cu/wfHPxJJ7DPLH1ng2RxcLhdr164lKyur2Z+3M5YzIiCLKJMPjCF1X8EiYAtNgjYjHrrqcdeuXezZswe9Xs+rr77aMEil6KRQYzmrIbYTvnHLqdpQjudqw/CRHE0puwyZGDR6vv/tlwn4dLxoe0rqA89v+Monq7Iss3//fr744gt8Ph+SJNGzZ0+GDRtGgA7Y+hNxrwEXokbzaYUguCdPGEdnx37Y9TvwOQVBNGU+tBzw0I5dURTWrVvHqVOnkCSJadOmNSQ+pedh0RTRqhyWDHPWQGQaACUlJbzzjmhfmTdvHkn5axuC7rH/Bz3nPrRzuB0aEyharZbo6GgslSU466w+o6hkOhuJoc5PSR8AsR0grjO0GwOpQx5qQldVVcW7776L2+1umgB5XSIBurABtAbUaZ/gcHTDsvkqilV4HFVKVlYbxTTD115+hbh9/wFZ64X6/5Xdj1wNczvY7XYOHTrEkSNHcLuFl5xGo6F9+/akt0kltmALluOfsVPtQzGxGDQqz/cKI6F8jyiUgXiOnv4LpI95aMddrwwGGDlyJP3716mBfR7R/pX5GSDB039G6fQ89mOluC5VIzu8rLMfoMhZTo8ePRjXqyUsGC08yDrPEAnsV1Ch6vP5yMzMJDMzk6KiIhwO0eat0Wgwm80EBwcTGx5ICkVkVG3FVHrdJOiYDoLQ7zD5oZHijRXfffv2ZdSoUeIHigzrvwcnFwGgjv4TtZYRWHcXQKOpqLv0meRoS2kT04pnJ3eHD0aIdXvgD2H4Lx/KOXwZuFwuNm3axJkzZwBo0aIFEyZMEJ09Vbnw6WwoOwcaHb7hv2NBpkRRUZEguUb1QVo5F0rPCkL8iZ8LFdRDvDd9Ph+fffYZWVlZaDQapk+fTnp6XbH44hZY/hzIbmg1GGYuAWMwlZWVvP3228iyzMyZM0knB1a8IAjjdk/DtA8fei5xPQ4dOsSWLVsA6NGjB6NHj0aXsx0+m4fb4+YzaRyX1BR0GnghpZjEos3grivwmUJh6E8FYfcQFYLl5eXMnz8fl8tFeno606dPFx0tPrf4fC9uErH19IWobUfhLbThybdSXFPG4sNrkCSJ1157jdhTfxee7BodPLvyKxWHg4iPTp06xd69e6mubjr0JT46goykcLrEGwhRLEKIUVso1L7OalHYbDlQdOKFJjyiM3g0eChE3e9//3sWLVrEggULGDFiBJs2bSIvL48f/OAH/PznP+e73/16++d8GXwTiTqALr/exgjlGEGSh3mzJpFwcQlFB8YAGuKML6Cb8Zd7Ut6oqspnn31GZmYmoaGhvPbaa6JVUvbBhn9rCA6e+A3VxU/hOCnapYxtwggamIDGrKPySD4fnl2FV5J5usVAeg6VkJZMAVSY8DZ0e/Y+fhL3F7W1tSxbtozCQlH17t69O6NGjcKg08HFjbDp30UFWWsUHm7dn0dWFD788EMKCgpITU1lzpw5SEc/gM3/Kaphib2FEuohLX4XL15k+fLlyLJM69atmTFjhlAL1RaJRLbsPJjCxEaT1Mv/ewUFBXzwwQcAzJkzh7QoI3w8XvizBcXBc2sfiSqtccDjbx3IaC+q/vVejL1ehqd+x5ETp9i0aROSJDF79mzSwhDk8oUN4nWRrYX5f8Kde8vdK9xuNx9//DFFRUWEhYUxb9480bYi+wRJcLjO92LYz1D7/wjbwSJsh4qRq1yoqKwzH6dctdCjew/GjR0DK18UVT99IDy//q788R4U7HY7ixYtori4GEmS6N6tG2lSAZ5Ty7goJ3KBNFQ0aPExiCMM5Bg6mjHeTu4nVBttRz/wRCg3N5eFCwWRPnnyZDp37ix+cHmHCNrctZDQA1f/j6lcWYDq9CHpNQT2ikMXG4Art4bFWRuo1tjpGZLOmGd6oPnwSRGM9pwHT//5K5msgiCs1qxZ47fDSElJYfTo0cTFxgqD9C0/EV4wSDDoRzD0J+zeu4/du3djNBp5/fXXCfMUw/LnhX+PpBGB96AfPhSVxtatWzl48CCSJDF16lQ6dOggfpC7B5bNEdcgOh3mrManRmI/XIw7uwbF5WO3mskF21USExKZ99I8pMZtYxP+Ad1mP/DjvxVUVWX37t3s2bMHEHvPiD4dMW/8FvK1w5ylHZ8zGDsB6CWZ8aZjdHIdrhuC0AghCeJ6dJvzwJM6j8fD/PnzKS0tJTExkRdeeEGohe2VsOxZYUStNaJOXUz12WQcJ0S8oAnWY0wJwVfhZEvlYa5oy0gLSGD2t6YjffyUIL4Tewll3SNOTJuDLMscPnyY3bt34/EI0jEiIoIePXrQNTWGwNzNcPQD4aUJeNNGscTzBFfyiwkJCeG1114joOQIbPih2F8BOk6B0X984CrVsrIyPvjgAzweD7169WLMmDGiEGuvFHvMlT0iEZ34Dk7NMKrXXEaxNQyEKpFq2GA8joTEt157nWjbWVg8TdyHg94QCsGvEK5du8batWuprLyzQQFG3AzlEH1ivWj0JuHJVD+EJaaDOL+2ox7oGt/Y7zEuLo6XXnpJPFceh2jRy1oPkgZlzNtUneuM64KY4mnKiCSwdxySRiJvTxZLC7aBBHM6TyCtTY4gzuH+DZd4QCgsLGT58uVYLBYkSWLw4MEMHjwYrSTB8QWw/ddinw6KhWkfQ0o/KioqeOedd/D5fEyYMIFuHdNh0xv+nIX0sTDxnw9F0eXz+VixYgUXL15Eq9UyY8aMBjXkqaVC0a34RGFl6oegN6F6ZXw1bnYf3cf+IwcICwvj29/+Nvqre8Ra6nMJJfuMRY/EC1VVVfbu3cvOnTsB6NevHyNHjEA6+JaIsVGh5SB8Ez/g0w3buXz5MkFBQbz84vOEFuyAvX8RMQNAbCdRIGuUfzwo2Gw2PvjgA2pqakhMTOS5554TogV7hSBL8/aLfG7mEjzmPlSvzcGb3+CBuF1/hqvaclqnpDH7+WeF12rmZ2AIhhc3QXznB34OdwKfz8fq1as5d+4cIIp8EUEGPHYLFl9D8VhCoS25DOYICZTe+EYavSi6DPwBRLV+WIf/SPFQiDpVVfnd737H73//e3+lyGg08sYbb/Cb3/zmXt7yG4NvKlE34a19tCg7RKzGxrRp0+jQoQOlb57EW2gjQv9HApLt8NKOuw4m6iXNkiQxd+5ckpKSBNu+4kVRAZY0qE+/SeXZrrguVoMGwsa3JrBPXJMWgs1L13H44gkilWCe7T6e8LDVSLt/618QaXOb4RJum5D1n18H1hIIT4EOk4Qq78sOOLgJ8vPzWbZsGTabDZPJxLhx4+jQrjWcWSaUWxWXxAsj28DU+cLDrQ6Ng4Snn36aXr16Qc5OWP6CSB4fkgT/3LlzfPbZZyiKQnp6OlOnThUBXs4u+OwlUUUJioM5q1Gj0nGcLMN+rBRvoZg4eygoh7POXMLDw/nWt76F3lUlFEZl58AcAXNWiTbmhwSXy8WyZcu4cuUKWq2WadOmkZ6aBCvn1akaJXjqd9D3dajzqlu7di2nTp3CbDbzyiuviMEZ2dtFcGQtFuq6QT+CwW88sCRQlmWWLl3K5cuXCQgIYO7cuUK1ZS0Rfk1XvhAvHPEbfB1eoeLDc/hK68zc6x6jYqrZaDyBBLw8ey4tWsbCkuliOqg5XKi37mQqGAh5v0Z3X5OL2tpaPvnkE8rLywkICODZKeNIOPY70eYGEN+F8laT2HJFIqe4BoC4MBNTu0YQpXeK6XklZ8S9WT8ZOCZDVPw7THogFVebzcY777yDzWajW7duTJhQV8w48n4DsZ4yEGf3d6hcngeyij4pmMhn09GFNbTtn9p+hDX7NqFXtTyX8jSJ/cuRPp0BqDDkP4WP2+1wZS+c+Fj47AVEQbtRQoH7gBSfJ0+eZMOGDciyjNlsZvTo0XRKS0A6u0IogMtEgEdgjCCz69YqWZZZsGABhYWFtGzZkueeew6Nzwkb34DTYhAHqUOFh+ID9CFtrDSbOHEiXbt2FeqSL/4Ee/4glLPJ/VBnLMZ23Ent53mo3oaBI3bcrDAexCfJTBw9nq69uwlvyMPvAFIdWfdoikiqqrJ161YOHToEwJNPPsmgWCesfrVuUEUwjP4fbKljWLV2Pbm5uQA8MXQogzq0QCo9K6bnnVsNjjpCIjRJrHFdn30gCjtVVVmzZg2nT58mMDCQV199VcRYFZdh8VQxsMIYijJpIRW7wvHk1YIGQoanEDw4EUmnQVVV8vZk8dGu5SDBjPjhpE+KQ1rwhPByaztKeNrdbp22lcOpRcLU3xAkDN/bjXkga4jFYmHFihUUFBQAEB8fz6DeXUn3nkVzbpVI/OoR3AJG/Q4yJuJyu3nvvfeoqqqiTZs2zJo1C43sFsMADrwp7t+ASEHWdZzyQIggp9PJ+++/T1VVFa1atWL27NlotVrIPwornhcKC30g6vRPsF5rQ+3ngmjURZkJ7BuPLtyI61I1q05uIV9TSWtDAs98/wU0Fz5taCcf+1fo+eLtD8Zjh/wjgnCJ6fBAksLs7GyWLVuGz+cjMDCQ3q1CaF2ykbCKI2iRcWPAiYkaQigmjnP6zlR4BQmSkZHBpEmT0Pvsog14/5sNyqDE3jD0x5A67IEUlvbu3cuOHTuaKr4thfDpLEEcavQo4xdQsT8ZT74VdBoiprUhoEuM/z1UVWXp2wu5VH6FlnI0U0dPIsj6D6EIMgTBi5tvTzLYK+DgP8T0R2eNGAbWeYaYQv+AVLunTp1i/fr1yLJMeHg4kydPJik+RlhMHHhTDOsAoWCf9nET1e2+ffvYvn07JpOJb3/72wQHBQl1+Ob/EGRrZBuYuVicxwOCz+dj+fLlXLp0Ca1Wy8yZM2nTpo3w0t3284aW8jrvOU+xk9qd+bguVoGs4sXHSvNh7KqLwYMH88QTT4iYb+ksMfCn1WCYuRSMQQ/sHK6Hqqp8/vnnHDhwAIAhQ4YwdGA/pI0/EusuiNxszJ9Aq8ftdjN//nzKysqIjY1l7ty5GPU6Ee9s/3XdABxJeJs/+YsH1vrv8Xj46KOPKCoqIjw8nJdeeonAwEAoPCHWu5prYm+duQhbcRtqNuSK+S86CVPrcABKLhfymfYgqqTyzJNTaNuvrRA8XN0rcqnn193Z/ST7RPu53iSKafdxffd4PCxbtoycnBw0Gg1P9u9Br7x3MOSLPMNKANnadE5JHbnma5iO3CFay5ieKQSGxYii0rk1cE1cYySNiMMH/Ugo9r/BeChEXT08Hg+XL1/GZrORkZFBUNDDe5C/qvimEnXfW3oSy/kvaKWt9pti1qzLwXagiED9FsK1b8Gk94Rh8R2ivLyc9957D6/XKxKFQYPExKOlM4XUXB+AOukDKo+3wnWuEkmvIXJOBqa24Te8l91u52//91c8Pi8Dven0GTmA4OIf+9tgGPt/IoG4frGSvWIx3/0/wiPqegRECaa/17z7WlW6dOkSy5YtQ5ZlYmJimDlpDBGXP4PD74oJUCBa9nrNE2O6DQH4ql04z1bgLbajygpnvVfYfeUIer2e119/nYiICPG5LXtOSPBBqDae/BUERTd/IIoigmWtAYJjm3/NTXDmzBlWr16Nqqp07NiRSZMmobWViKlt9Ql1bEeYuRivN4bKxVkN5FAdPPhYaTyEQ3LTv1c/Rj79lGiXXTQFik6INqvRfxTncbONxloirnNljmiXzZh48/O9BS5cuMDGjRuxWq0YDAZmzpxJanCdn0TJWdCZBKFwnXLU6/Xy4YcfUlRURGxsLPPmzWto+930Rl1bD0JdN/qPIqm72bnIPqEUuotNtXECq9fref7550lMSIDTSwUx4LKIQHnSu3iCh1Dx8TkUqxdNkJ7Qp1pi7hyNpAHH6QpWbljFFUpJkCJ5/vW5GEJVWDgeCo+L95j8HqQ/3fyBuK2imnzsQ0EyGwJFRXbwG196+lt1dTULFy6kurqakJAQ5jzRgeidPxD3rkYngq9+3wWNSMYzMzPZtGkTTqcTvV7PuHHjGpRstcVw5F04Ol8kbSBM1jtOEQMaIlIFMakzi4T9HgMcRVFYtGgRubm5REdH8/LLL2PQSrD1/4m/D9BlFs60X1K5LAdkFXPHSCJmpiPpmiZjqqryzpv/pLSqjHa+Fozu8yRh0dsahoL0nAejft88wVB0UpiA5+y88WdBsTD436H78/ethfb6ILtt27aM6xZPcNZSEZjJomUPnUm0pAz+d78xvKqqqC6ZSksV781/H6/X29SE+dQS2PgjkUDoTMJnse9r4nrdR5w+fZrVq1cDMGLECAb07w+Xtgqv1PK6luuuz6KM+CPVq67hPCfIKkNyMIF94tGGGXHnWti7dy/HNJcJxMS35r5GYFIobPwhHFsg3mPAv4k2qeaSUFUVCrGj8wXBICGm1Pb79p0T5s1AlmU2btzIiRMnABj91Ej6WDf7LSaI7yIU2XXWA4qisH37dv/17N69O08//bQgXLwusX/u/QvY6oaIhaWIJKrNSOG1dZ/uq2PHjrFhwwYkSeK5556jVatWQvG79jviOQ5LRpmyjIr1HjzXrEgmHZGz22NqHXbDey37aAlZVy8RL4cxtdNoInoUIy2dIVQkLQfB1AXCmPx6OKpE8n74XTEEozEi24h1qP24+5YUFRcXs2jRIux2OyaTiZHdW9K1ehOai5saig0Ayf2h0xSRjDdKqEtKSnj//feRZVncxwPq2sYLT4jPrZ4sT+gB/b8nyMb7dL0URWHJkiVcvnyZ0NBQXnnlFQINWvjif8XQCMUHka1Rp32M5YgZ2wHhtRc0KIHQkS2R9A1r4LXj2SxYvxiAqWFDyXh9IJoDf2yYPjrkxzDkP5pX2Tqq4Mh7YohS/cRagKS+wg/vPqlsMjMzWbVqFYqi0KZlAlOUDZiu7RY/lLSC6GnRDaLbCoVPbAaK1sixY8fYsmULiqLQrl07pk+fLp4tRxXs/5u413x1BvqhSdB+PLQaJPbU4BZfmrgrKChgwYIFKIrC+PHj6d69u9jvlz4jnumASJTJi6jYHojnai2aAB2RL3TAmHxjflNaWso7/3wHFZXRnm50ntUP8/G5gmQwBIuCc9unbjwIj0MQdPv/Jtqar0d4K1GQ6jTtvpLhe/bsYdcu0RLerl07Jj3RC1PmUlFIqs8HjCFije41DzRaZIsb16VqvGUOVEll2aWtlNSU0bZtW2bNmiUEBAXHYfkcEZ/ozEJx3P+7t84hvHXX+C7yDJ/Px7Jly8jOzkan0zFr1izSWrUSReWtPxVEDcCgN1CH/BTr3iJqt131DweWjFpUj8wVqZQdhky0aHj95VeJSogVhZjF04SnXVRbQVLGZjR/IC6L2B+vHRQEZYvuYsqwMfiOz8X/Vi4X69at81tojRw5kv4dUoQarfCYIHSe+j30ebXJOltTU8P777+P3W6nbdu2zJw5U7Sb2iuEAu+UWD8IihXF9oyJ9/VekmWZZcuWcenSJcxmMy+99BKRYSGw989iGKIqQ3gr1FmfUnvCKFrHAXPnKMLGpaENFuuur8bF6veWcc5xhWglhLnPPI85RQsfjhHrtSlU7M9pTzR/II4qQRYf/aBuEjRibxr4A+Fz9yU7EZxOJ4sXL6agoAC9Xs+MPi1offSXoqigDxTPSddnRKeBJFFeXs6+ffs4c+YMqqoSGBjIrFmzSEys8yHPPyo+o3p7JxAxSJuRwl4jup2wa3hEXoMPAg+MqPvhD+/cAPkvf/nXHXf/TSXq3tyRzZ5d2+moK6Vfv3489dRTOM6UU7XkAvoQO7GeGWJDe3nXHVUqvV4vH3zwAaWlpaSmpjJ79mw02duE+sddC6HJqDMWU7XHgPN0Oegkop7vgKnNzROyei8Dg6pjkqc3LWd1xnzhP0QwD2Jh6/MaxHcVQXbOTjjwlqjEg0jWB/+7CIDyj4hKYP1GFxwvFqCWg0QA73OLzclZLRZGV41IFhN7QVSbW557dnY2n376KbIs0651KyZHX8F4/P26MeCI4Kvv6yLZMYXgrXBSuz1PfA6NnlgVlU36ExRra0hKSOTFeXPFxuR1ik26PhnUmaDTVKEWCG8pgqKik0KxeO2gOA8QiVn/74mk/TbBX2OSrmvXrozvGofm6LtC3aT4xIt6zoWnfofjgo3qFdmoHhlNoI7gwYmY2keCBM5zlZzdeZzPNaeQkJg3+TkSO7cS6qcVzzeQCykDRaDTapAIfCouida5rPWQf5gmH4w+EAb/SJzLHVRhrVYrmzdvbjRpN4ypw7qTULRFbHayWygPZi6F5D6oqor7UjWOsxV4S+wgq7hCFZYV7cDhcdKxY0emTJnSoPg8t1qop+oJ2JgOIlgNSxJV/pp80Y5UeVlU3PQBojWz7+vQ+snbHv/27dvZt28fkiQxa+ZM2mrzYcdvoPiUeEGLbqKtqDyaqk8voHoV9HEBRL7QEV1YU2KnPK+Ef374HgoKT2g70/87Y9AZHSJIurpXvKjDJHEt4uuUjmXn4eQngkSpJ74aQ9KKcxn6k3uqypaWlrJo0SKsVivhYWE817qG8GN/BVSISBPK0YTuN/xebW0tq1at4urVqwAMHTqUIUOGNFwXZ42oNh/6Z4Mq6MaDF4GROVw8O60GQdfZd0Rqf/HFF+zcuROdTscrr7xCjNEjjO7zD4sXPPlLnBHPUbn4Aigq5i7RRExvh6RtPsm/evUqH330EQBjPN3IeLonQZo14lmHhmAsdagI9gtPiFbti5vEzzU6McW39XBB6B9+r24QDYJcGfh9sUYExwuSyFUjPhd7ufhSVUG832J9bzzZEWBIx0SGlH2Epuxsw4tiO4o1pvM0MIejKiru7Grsx0px59SgOMT6cTG0jL3us2i1Wl599dWGqZ7llwTZVX8/6gNEm1GrQeLY3bVQfAYKjgk1hMcmSPLO06H3K7dNhC5fvsySJUtQFIW+ffvyVEYE0o5fNSiXzOEw6g/IrSZR8fF5oQ7WSoSNTxNtYI2SB2eZlX/8821sqpPOUkvGvTYNfbQZdv6XGJIEYorlkH8XQ2iMQaLwcH6tCLbLmvH7lTSCrBv607tWQ7rdblavXs2FCxeQJIlxQ3vT/dL/isQcoPerMPI3zRK+R44cYfPmzaiqSlpaGtOnT2/wv/Q6BUG/7/+uK3hJ4vpo9XUFCK34NyASEnsKRWdS79sSW4WFhSxYsABZlhk+fDgD+/YWXqH17fxJfVEmfET5slK8+VY0ATqi5nXCkND8elNVVcXb/3gbn+xjoDedXkP7EZqaK4Yeee3i+AZ8XxRlguo8qs6uEErYeiIhvit0mCgSwVNLhBIRBCEz7P+JWOH6fdTrFNNuHRUQknjLdaSoqIiFCxficrmIjQhhRsB+Igq2N7wgrpMgLjpMFntJI/gsbnwVTlSfwpnCLDZ/8TkajYYXX3xRdC2A8Ifb9xdBstaT58ZQ4TkY0148J45KEQPVFouYJ6qNUDi1feq216x+X9LpdMybN494bx6s+25Dp0CHyahj/kr1hhK/pUnouFSCBzRv2bFy8TIys7MIV4KYkTic2Bc7Ie34ORyqm1Ie30XEb6nDxD1XngUnFwsiuT62CkkUA3iKTzXEKZ2mw4hfQ0iLW57PrXD8+HHWr18PQMd4E5PK/o5Wtovj6PdtEXfeosU4NzeXJUuW4PP56Ny5MxMnTmyY0m4tEdfo9KcNCrt66Mxiqqo+QKwFxhBxHq1HiHvzNvGPy+XinXfeoaamhg4dOjB1yhSkkwtFvOJzQUwG6rQlVKy14b5cg2TSEv1SJwyJNydgNm3axJEjRwhRzExS+5LwQhsMX7wMecKDmYyJIjaMyRB7zKUtcPBt4fUJ4jr2/55QS+fuFkSlo0L8LCJNxBIp/UXHhccmYnBbmdijvA5xfZP739ZvsjFJN7h7OkPt69FcqvMYBrGX+OPwUHyVTiybr+A8XwkNwmmqJRurjUdQUJkwfgLdutfFRbZy0baYu1v8vzkCuswSz1dQrHi2yi8IxWLxmQZrh9RhQj2Z2GigXjNorKTT6XQ8M30KqdbDgvCsf8aCW8C4v6EkP0HV8ku4zos4x9w5ipAnktHFBqC6ZKwHi1i+ew2FmioSddG88N156EJNgnBc9qzoDNHoxXXr8bwgYRQfFBwVBeGznzWQyfUwR8CY/71jta6qqpw/f55t27ZhsVjQaDSMHT6I7vJJcf97rMJCZ+p8EcMAisOLK7sGb6kdVCjT1fLpgbXIsuzPU/248gVs+IGIs+s/m7RhYnCdzyUUpDXXxJe9XOR5qUOh77duqwRVVZWNGzdy7NgxdDodzz/3HEnO82JwW2W2eFGHyaij/kT15gq/JUPIyBSChyXdMGCmttrCm39/E6/qo6/cjqEvjMYUJwsRS4GIregyS9yfsZ3EPVt4XMThZ1eI8wGR+ym+hrUutqPY329G8t0GVquVTz75hLKyMkwmI8+2KCApt07hmNhLFPJv4i1eVFTE6tWrKS8vR6fTMX369Ib2bBBiiL1/FrGPqtz4BrM/81/3rzseGFE3bNidtdBJkuTvKf9XxDeVqNuXXcHvPlpLb32+mJg2bRqyxU3x70Wlv0Wr/0VTtEcsfs+vuy1ZtXHjRo4ePUpgYCCvvTyP4MN/FsQYQHJ/1GkfU721BsexUtBIRM5pj7l95C3fU5Zl5s+fT1FREZFKMGPVHiS83BVD3gLY9duGxep6BEaLAK/Hi02rybJXbEJ7/ihG3t8pEnqIClwzbaeXL19m6dKlyLJM+yiJqZYP0HrryI2YDBGgdJwCOgOqV6Z2Rz7WLxpMe42poRjbhCPpNXiuWig7V8Aqw2G8ksyw7oMYMr4RsXPtsDBqr0/CbgaNTiyM9Ytjy0Ew8e2btpU1Jum6JwUy1r0GTVlmwwtSBsKIX6PGd8ey+Sq2fYX+Y4+Yle6vHNXDV+Vi8T8/4oq3hBg1lBdmP09Amwih9tv/V9j9h4ZEAhDSkuuWrsRe4uvqPtHeCGJTGv9msyQOiIr/yV1r2HbgDG4ZJFT667MY4t2FAU/DC9OeFG1qIfF48q1Ur87GW2S/4f1KpGo2GU+ioDZVL4AghXb/QSTf1wc0t0LGROFBdpMg//Dhw2zeLCpR4wd2pHv+ggZCwRAEg99A7fsdbIfKsGwUMntj23Ain0lHY2q+mrhr2w72HNiLXtUyLXAIad/qi9aEUBMd/mfDfaIzAVLT84lqK5KS9KeFR+H+vzYQ5SGJoi0rfWxDVU9VRSKYf0QEICWZovIYkgBxHbngS2L14Vzcbg/RwQbm6DYRUt1ILTrqf24g/1RZQXHJaIxaVA3s2LGD/fvFZ9JEDVQPj120vOfsEMFC9dWGQKc5aA2iXXbQj26qPrl69Soff/wxqqoK/5rAMlj9mkjmjSEw8Z+4dAOo+OgcyCoBXaMJn3Zzkq4e69ev5/jx45hUPRM8vWg5pwdm3XFY83pDMnM9JI1I6If+BCJaNXzf5xFJ7Bf/20AigwjIG6t1rkdsR0EIXheAX0/SjY/MpXtl3bXXB4jX93hRPI91beOurCosW6/eoLQFUYjYqj9NgbaS2LBoXv7Oqw3Ti1VVEOB7/wylmTf87k0RliIGDN3EEqCwsJCPPvoIr9dLxzYpTNbuRHOhrrVaZxKB8YDv46nSUfnxOeRaD5pAHZFzMjC2bL6dJuvseZZ9thxUeFrbi66vD0MfHQCZq4Ti1k8S15FajZVaOrMgNDtNE8/d0fkNrd5hKTD2LzcGr6oq2kryj8C1Q1B9BZ/WxCVvHNuLQ6lygVYjMSWpioz8ummFxlCY8FYTHynF7cNztRZftQuQ0IYauOouYdXGNXi9XuLj43n22WebdlJ4HMK64fxase80R9xfjzYjRQtTeEqzP7bb7bz33ntYLBbS09OZMbAN0rrvNqjBBvwbSv+fUP7hBbwFNkHSvdQJQ4tbFwXqW5t1qoaxnh60mdyDwJQa4ZvWHEFaj9iOotW83ZiG+99VK5R2B98SZAEINX5Eqrhu9WTC9WqhuE7C77TzjCYT6gsLC1m4cCFut5vEQC+z7e9hwiPWnu7PiefoOlWlr9KJ/VgpzjPl+Cob1i8Vld0BWeQoxYSGhPLqa682nchnKxNkyMlPmq4Dt0KrIWJo1U2SsnPnzrFixQoApkx4mk5Fy0TRC1WQFGP+F6X1WKqWXBB+ZxqImNaOgG7NqBjrYLfb+cebb+FwOengS+KJdv2IeLY90pmlsPnHTUksSdM02YvtKNbrjAli76ktFsr/U4vFMekDRMdF6lBRmLGXiWExZVniXrDkizgpqo143ro8I5RxNG2R7xFcztPWxWhQRcvguL83XXNvgUuXLvHpp582FAieeqppAu91ClIrd7dQO1Xl3jymBbE+THhLHEczUFWVVatWcfbsWeEPPXcO5h0/Fc8vQNvRqOPfoXJlIa4LVUgGDVHzOmFMuXVe43K5ePvtt6mtrSVJjmKksTvxr3ZEd+y34j67PnarR2iyGDpx/QANj13cO/v+2kCG3wlajxDPaTPxX30RDWB4TBUDyz5u+GGrwUKhnv40aPWoPgXr3gJqd+SDT9xThuRgDEnBqLKK61I1JywXOKrPwSDpeGXeK0Ql1t3HqgrnVonYqebanR+7pBG5wLCfNls0kWWZFStWcOHCBXQ6Lc+0V0nN+ahhL6nvxhn0I7zVGioXZeGrcIqC0oQ0gnrfSGIWn7/GB8s/Qkahny6dJ781EV2ESRCO674j7r16aHQ33ntR7aDtSLFnnVvVQIi1Hy+G19ysy8VaQsGRdWw7eY1rNrG/h0o2prGJRLWw4XUJPWHK+xCRiuLwYtmWh+N4aRO7CYAcXSm7dCImGDt2LD17NiI8fe46leo7tyjOXg9JqPdG/NdNLRH279/P559/DsD0kf3IuPx2A0EbEAWj/wel3SSqFmf5LZzCJ7UhsFfcTf/qkcNH2LR5E1pVw0S1D+1e6Y8hVic6Muq9skHYO6E2+FqCUKL1fV08S4pXxA37/tIgymg9XOSocZ3F71ZfrSOMT0HRKSFe0RrENU3uC6lDKNfGs3jJEmpqaggy6Zij2UCsI0vcq4P/Q+TQt1Eout1uVq5cSXZ2NlqtllmzZtG69XWFX3sFXNwsYpfSs1B1Vaztr+3/Up0EXyU81NbXx7gR31SirtblZfxvPmWoPoeY+BZ869VXACj58zF85U4iJrcg4OgzokJkDBULanMSd5oGcc+OHUKbE/8l2hwBer+KOuI3WLYWCoJHgohn2hPQ6c4Mj2tqanjvvfdwOBxEKEEMM3Sm/XcGo1OK4dDbKBe3UGJxkadpSZ6hHdeUaNyyhuDgYFq3bk3fvn0bJjLWw+eGM8vhwkbhSeOoFAu2KURUjczhonXLWgr5hxo2sNYjRGtF3UCExiRduuYq05S1aFFERWTYT6HdaH/g77pcQ83qbH/AbWoXTsjIljcoBLwldvYt3MYex2m0qoZnh04hdVij/v769qnMVeJfW6nYSCPTRFDaarBYrH11LUw7fysSxTqPIro+0yQZP3v2LKtWrRIknfYiY+VNaEAksR2nig0tvjNyrYfKJVn+6ZVBQxJFO8tNiIia8ir+8fbbeFUf3ZRWjJwxFnOHOmK2Jl8kQOfXispe/d9L7ismU6U/3TA4Q1VFoLnlJyKoq1efDPi+ILu8Tsg7gCVzK2vOWrkiC0VDC0oYx3biKW94/7QnRMDW+klUn0rt9jxBmqogGTQE9IjFlBYGeg3efCv2oyWcteVwQH8JCYlJ4ybSuUeXJueJo0oonPIPCzNtvUlU9CLShOonopVI6k4sFOoNVRZE8ri/3dByev78eZYvXw7AsIgyhlTVSfu1RjGafuAPUE2R1GzIwX5QfG6BfeIIG9/6loSQLMss+GA+hcVFhCkBTIoYTNJrPQWxV3xaJKRZGxoIOp1ZfFa95kLqEzeqSLK3CwVUndE5wfGClJY9Igm6LmCSkbhGAofoxkXEJp5MIbNYixm38DR7+s9NSAVPkQ37kRLc2dVNklRtqBFDSjAXzMVsP7MXVVVp164dU6dOFQNPmoOqCpLe5xT3i8sirltpplgH6iuasR1FBfE6P43GvnSdM9oxSbsL6Wxd8lPXVuiujaRifiaqVxHtrrPa35akA2E3sWDBAkpKSghQjQxXOtPx1cEYolTRTpu5GqUsizIiuGbqwLWAjjgCkzEFR5CcnEznzp2bJulQlwjNh8yV4vo2hjFUPDeB0SLgKznbEBC26FZXkHgCFdiyZQuHDwu14Hi20Z1z4l7s84ogNgMi/G/rvmrBsukKnmuCuJBMWgJ7xGLuEo0hPhDFo+C6UEXJjmyW23fjlnxkRKcx9bVn0Wgb3V+qKp6l7G2CGHJUirUrMk0om+I6icT7yheiTa6+FaTbHLE217XcAlRWVjJ//nwcDgetgn08a30XHR6xhnR9RijYQhNwnqv0K1N10WaiXuiALvLWKr11q9dy4vRJjKqO8YZ+tHutv/gdR5VQdJ7+tEHdiCTuk67PCAKn0TECosVoww/FhGwQ63fKABEkV+aIz6GOcKkgjBN04jTtsSO8VoOxMpVNpFCnYGkzUvh81a2hvhoXli1XcWZWNJmuXo/qBJlN1kM4PS7Cw8OZM2eOsF24HqoqlAkeu7hnFFmsZ4oMlgIRjJ9ZJu4rQ5C4Hj1eaLLfKIrC4sWLycnJISI8jFfaVGA6+o8Gf7UJb6O0HE7F/Ew816x3TNJd/95GVc8IXyc6Pj8IU1qwsG44uUgoRlQFmzacguhhWBMGoUvoSnyLFsTGxt6ghKC2GL74I5xdeXOSUmsUz4K1BD9pERQrlBs9X6Sw0sbChR/jdntIkkqZra7AiFe0tT7x/5oU0FRVxZ1jwbonH3d2TcPfkITPm6TT4Ktw4vZ6WGM4Qq3GSWpCS56dO6dpsUJ8IOJ8C45ARbZYA02hYk8KSRCJ25U9gjTxuQS5NfxXgmhstOaXlpbywQcf4PV66d8umpHFbzfcq91mw8j/RiGYio/PifhApyFydnvM6c3cQ9eh8fTYnt40+nfrQ/iUNkj2Cjj4pvjc659xfYAoOvZ+WSSmzal6Ck8I9Vj9mn4XUGI7s10/kgMFMgADOMZw9iLpzEK10uulpoUMWcF9tRb35Rq8JXZ8FU4Upw/Vq6Ax69CGm8gNLGfLZaEUHj58OAMHDrz5Acg+sWa4LIIg99jFPVd2Hk58UqdslUT88+QvbiAZGvtDvzimN8mHfi7UP5IWnvwFap/vUrX8Es6zFUh6DVEvdsCYGnZHn01BQQEffvghsizTQo7gibDupH67L5rq83D4XZTLOyizebmmaUmeKYMCNQYPesLDI2jbti29evUS3l6N4bYK1e6lLSIOd1kEIWUOE+qngCihAq3KbegmAFEgeuLnfsK03o8P4En2M4gj4nPqOFkQDo0GmLnzaqlele0vJBlbhxE2NhV9XMOxqYqK9UgRizYvp0yyECEFMXfuXIKSGt3PiizW7az1Itdx1ohnK6qNWOvjOgvVlsch9qmzIq5rLsaQZZmVK1eSlZWFVlKZxTpaq7nih6FJolDa/TkwheA4VUb1Z9moXgVtqJHI2e0xJN1cDXl49wE2796GpEqM0fek66t1RSUQw6+OvC+6XOoL54HRIs/p8UJTZbTsFUW0L/5X5EMBkYIobz9e5EvVV+DyDqrPbGVbWQRZCGGHDi8DOUZ/jmGgLo+K7yryis4zQaPBcbacmrU5/oEzutgAQR5L4Mm34i2yc1J7heP6XCRJYsb0GaS3v24onc8tiLSCYyJP0OjF/heaJNbXoBiouiIK65krxe/EdRJT56/zh8vMzGTlSvGaUQlW+hYtEPuT1iDIskE/QpYDqPjoHN58K5JeQ8Qz6bcVnqiqyqJPPiEnN5cA1cgETR9SX+uDPjZQtIse+LvoKqovDBmChO1C9+dFbnT9eueoEqKTo+835KhagzjWWxD+KnCeNqxnBC6MhEtW5qgriMAi8paJ/4TkPg2v9ym4cy24sqvxlTmQHT5QVDSBenThRrQJgWy6tJsLl4Wn4jPPPENaWtotPwvcNpGTPcTJvQ8Sj4m6R4xvKlEH8Pybm2lVeRitMZCf/+TfAajZkIttXyEBPWKJGB0Oy2YLsgpJLFJP/KzJMIaqqireffdd3G43AxNheNFbIlA3hwvVUvrT1O645jcVDp/WlsAed+ed1tjXBSBSE0Jky1hcPjfFxcV4vTdXi0iSxMCBAxkyZEiDeuNuYCsXG1T9YihpoPUIcnRtWXpBg0/V0I7LTGMjuuh2MOwnkD7OH+jKdi+WTVdwHBeJlibEQPj4NMwdb05UKh6Zj//2AXn2Ykyqnhm9xtPy6Y43JhF3gsococ6pb89L6isMz8OSOXv+AquOFaMi0Y2zjGM7mog0EQh3men3iXLl1FD16QUUqxfJqCViWttbHn89Thw7wboNQi3Sy5fGkIkjCOp5XcXJUSWCgICIW7d12CtEAF6/yYIIjFy1ZJHKOkbgxIweL0/E1tKnawaa8GTRNhIcLwKQOtWXJ99K1YqL+MoEMRXQLYbQsaloA5v+fdWrULsnn817tnFBW4gGiUlPjKPT4OYVfbdF8WmhwqpXd3SZJRKj4Djyci+zcNFiZEWlB2cYyw4kSSsSoSH/AaGJKG6fUCxcrAYJQke3ImhQwh3dFxaLhQ/e/wCrzUqoEsCo6H60e6UfGmPdM6HIgnhTVRHY3K7F2OOAvX8SSV59Va8eGj21sb25bO5OjieSnDIbLo9c90OVARxjGAfRxbQTFcLeL/nvNV+Fk5oNuf4pdLdCnrGSnZozyKpCcnIys2bNEhOm7waqCufXCJ80R6UIdIb9P+j3HdDqmvjSRQVoeFn+GKO7QqwDfb8FT/wcT6mX8vfPorpljG3DiXou4wZPulvBYrHwySefUFEhFHTxUgRJnVKRzFoqKiooKCjA7XY3+7t6vZ6hQ4fSt2/fGxN1EAGsvVyQCaaQGyvIzmoRrO//m7+dTI1owxZ1AIerxTUZzza6S1l15NZPBBFdB9nmEetbXeuHpNcQNKAFwYMT0QTceA+pXoXTy/azNnsnqqTSLaQdY1+fitZ8D8bibqswlq431w6OF+RQ21HY7E7mf7iAaquTOMp5geVCwdR2FDz5S4jNQFVVbF8UYtlyRShT24QR+Ux7NObb7xMej4ePP/yIwuIiTKqeEcYedHl9KLrwBhUVtnKhuAqMuX2LuNsqiirHFlynNhaB9SWpDQf0A8nzhPm/H2SQ6BrpoX9ICQHeCqF+7TTd79GleoVyxLor369S0EaY0McGgCThq3DiKxNJgUVysMV0CqvqFINdnn2WhITmWxZvifJLsP57oogEou1rwlv+e+bzzz9n//796DTwsn4tse66hLTjVKFS0IdTsSATz9VaJLOO6JfvjKSrh8vlYuHChRQVFYEKrYil/aDOBMaHUVtbS1FhAfn5+dRYbiTdYmNjefLJJ5u279TD5xbqYEu+WBtNoYKMC4wW/y1JYi87tRgOveMnsgqlBBaqE3FjIJlCnmU1xrh0oThM7tvkTzgvVFG741rDxEBJEAmBPeMwtQv3K6ZVr4zjdAW5286wxn0QWVJIj0pl2qvPotXfg19R1RVxzeoHFKUMhPF/h8i0psMjjBZmuz9EiypsA8b9DVKHIls9VCzIxFtsRzJpiXqhw03VqM2hMdGSIkczuFs/0iaLPVZVVWpK8igtKaHM4qS8sgqfz0dQUBAtW7akXbt2N8Z1qirU1OdWCwLI4xDXKCZdFJRiMoRyUPYIy5CzK6i+dJgNDCWHlgA8yT4GchSpzUgY9QdRKKiDz+LGfrAI+5ESf1v/rXBWe43DetEuN27cOHr06HHHn40fbpuY9H78I/H/MR1g0j/9A8nKysp477338Pl8PNnCyaCiOqVbcDxMXYCa1I/qz7JFHKqts51pxhv6VsjOzmb5suV4fV4kVSLeGElYajR2p4Pi4mL/9OLmYDQaGTlyJN27d795vKKqN2+prMwRhNeZ5eK8NHpo+xT7bMlsLxB72hPsYzBHhcJ/2E+bkGGK04dlyxXsh4XvpiZQR+jYNAK6Rt/0eCpzSpi/6EMcqpt4NZyZM2YSmnF3uYsfWeth/b81xBhdn4H0cSjGENZs28uZAitafMxkHW3IE3F6v2+JwrVWh+pTsGy+gm2/KMYYW4eJbpbAW++bqqqy8tPlnLuYhU7VMFLbnW6vDGtCTKLIosigMwoC7lbxZPFpWPOtG1TvCnCMLnzOQLwYkFDpEgPDurQkNCZJFAfryde6rgXZ6qFmzWW/H6wuxkzYhNYYU0ObXBNPgZXqDbl8XniQy9oSNEhMnTCFjG73qMa6tLWhG0JnEvdKz3lgDCLv6lUWLlyIrCj05SSj2C1+p8MkEauHt8RX5aJiQSa+Cuct/R2bg8PhYMH8+VRUVmJWDQzWd6Ln68PR1xcGZR9Y8vEpUOkzY6mtRaPREB0dTUhISPP3amWOUHhe2trULzg6XRRfW3TDFZpKUWklRVcukpVfRaFb/L1EipjFOgJNRpHf9/+e335DVVQcp8qo3XoV2XLzZxtARmF32AWuuIrR6XRMnTqV9PT0W/7ONwmPibpHjG8yUffu9kyK961EReIXP/8ZWq0WV3Y1FfMz0QQbiP9pbyTZK9otj34gfikkUVRD0p7Apwtk/tLPKK60kSSV8IL6qQji2o0RgWhoArb9hdSsF8F46NhUggfeQ/CPSGa3bNjMhewLNwjtjUYjycnJpKSkkJKSQnBwMOXl5Rw5coTsbBEgRUdHM3HixHtLPkAshp//Ai5s4BItWcY4ZHS0JYfp0TnohrzR0IZRB8eZukqR3QsSBPaJJ3RUy5u2KDaG0+Hkw7fep8xRhUHV8VSrAXSfMwRJe+cEgB+KLKo1u37nV89k0pbPGI2Khq5kMr5FNZpB3xfXru4cVEXFujtfkKyqqHRFzslAH3XnZMjuXbvZvWc3AC3laIYPfpLEEV9iAb+0VbQ9F5/Gg46tDOE4wm+iRUQgU2Y8Q2Rs89dY9SrU7sjDukeo6DTBesIntcGccetKmDu/lpUfLyPbV4ikSgxt24dBM0c2VQLdKXxucfz7/069+qLUlMaHrpG4MNGOy8xgE5qOk0QAUZcg+GpcVH50Hm+JXVTwZrS7I7K0McrKyvjk40+w2q1IKrQ0xpM+pDPm4EDcbjcVFRVUVlZSU1OD1WpFp9MRGRlJ69at6d69e/PDhbwuodqoyUPV6Lnmi+DQpXIuXMqm8XZkNptJT0+nf//+REeEC6KrkWpD8chYd+eLayOroJEwd4oioEs0huRgNGY9isuHt8SO+3INjlNlyNVuiqVqPjecwSP5iImJYfbs2fe2TtvKYN33GgxwQxKhzQh2lYawp0CDHi8vs4QYqkSSNP5NSOyBt9RO+btnUBw+DK1CiHqxIxrD3SfLTqeTLRs3czrzTLM/NxgMJCUlkZycTHh4OLW1tZw9e5bSUlEAiI2NZfz48fe+vtnKYd//IR9ZwGalH8cQCeA4aSc9MlIFQdeo8qwqKo7jpVg2XxHJqgSBveIIGZ6CNuT25vUH1uxi26k9ALTVJzJx7jQC4u88uW+CvAPCSL8qBwAnRj5iKqXEEIaFeXxKcFJnoUJpKdrXVZ9C9ZrLwoqBemVq2l2trw6Hg4UffUxJmXiPVG08XZ/qQ3RSrGgDdrmw2+3+L4fDgclkomXLlqSmpjZPrNorxT1YloWqqFzyxrI7T6a4UhBLkiTRunVrevToQZs2bZp/DwTpU7M+B7lOjWpoGULY06noE4OaBPu+GheO42XYDhRis9vZajhNpcaKXqdnxswZN7ax3AkUWbTE7fi1UGrpTNBqCJm+JFZeEeqPKWykE5cEuTjyv6HtUygemcqPzuHOtdyRd9bN4PF42Lh+A6fPNv8s1SM6OprIyEjcbjf5+fn4fIJ0adu2LaNHjxbTvu8FPg/q2RVk7lzBWmsHfOgFSReTjXHAa4KUbKQk8FU6qVnfqDih0xDYK5bgQYmiVe0mUNw+Tiz+go15e1EllZbGOKa/9AwB0few/imKaL/6/Jf+Vm05pjNLa3tw2RVGKBZeYQmBOkl4X9YldL5KJ+ULMpErXWiC9ETN7XhXxCoIMuHIkSNs2bLFv2eYdEZMQWYcDsctCaCgoCAGDBhAz549b66obnKaCmVlZVRWVlJVVUVVVRWVlZXk5+ejqipaSWV8fAVd0mKFmqXRhHr/HvVFgV+ZqgnUYWobgSE5GF20GU2AHkmvQXH68JU4cF6ownWhkiOay5zRiWL10EFDGPLE0HsrvF7cLNa6eluE1GG4W/TlgxNuyh0qqVxjNp+Jroius+Gp/0Y1hVGzrk6Fr4HIZ9tj7nB3sUM9SktL2bhmA9eKb7SO0ev1JCUlkZKSQnJyMgEBARQXF3Po0CFKSgRBlpqayvjx4wkLC7unv0/xGfj8F6i5u9hDH3bTH4BhHGBI6+C61tgGIlRVVZxnK6hZn4NiFQX9gJ6xhI5udVuSCyA/J4+Fiz7Bq/qIVIKYMPRpkp9of2/Hfl2MoQIbeJLjdEaDzHQ2kN62nRhUkdTb/2u+GjdVS7L8avXgYUmEjEhB0tzZ/ePz+Vi6aAk5V3ORVOgktWTY7DGEt755W/qt39AjChInFkLJGSyKidXS01xVhSdkSmILxoybQGxs86Smqqg4jpVSs+kKqssHGongoYmEPJF80wKnqqpYDxayZst6cjWlSEg82WMwA8be43NUWwxrvy0IfQCtkbKQTiyo7o0LI+3JZhob0aQ9Ie6pOn9BT4GVio/Oodi8aMOMRM3tiD7m7nxlLRYLixctpqxcFDfDpECS27VCH2jEZrNRXl5OdXU119M5MTEx9O7dmy5dujS/1sleYU+j0eIxRnIx+zK5ubnk5+f7i8D10Gq1DOzcikGpgehCW4h1rpHtizvXQs3GXOHXC2iC9JgzItEnBAmrIwkUmxdvhRPPFQuefCuyqrBDf5Zr2gokSWL06NH06tXr3q7P1wyPibpHjG8yUXet0s67f/8zeknh+ZdepVViPKpPoejXB1G9CjHf7togq87+HNZ/318pVoHVjOIM7THj5DUWERqdJBR36U+DJGE/Xkr1CmGCGvxkMqEjmvesuRtUF1SQteggdqsNg6QnoWsrUkZ0QB/afEB7/vx5Nm7ciN1uR5Ik+vbtS79+/e7pWiqKwuEd6/n8wEkUFdKj9UwdNwJdUq8mVSjZ5qFmbQ7Os2Jx1MUEED6lzW29QK6H3W5nyfsLKawRiWBLUzwDJz5BqzY3SfJuh9piOP4RZ89lsaqipSDpYhTGT5iIpkW3G86havkl3JeqAQjoEUvYhLS7JiFUVeXw4cNs3bIVFRVUiA+JJq51IjqdUCx5vV68Xi8+nw9ZlomOjiYtLY20tLSbnmfxlQusWreJ8mqRwA4YMIBhw4Y1q5qsD9YsW6/6E9eArtGEjku7o2ANwOf08Nk/l5JVewWAFFMco2eNJy7lHg2rrx2CbT+jsiCbBUzHTiBJmnKe6xGMvt+rTXxw3NdqqVx4HsUmJrtGPpdxxxW862Gz2Vi3Yg2X8i7f1e9ptVq6dOlC//79b2gll2WZ8+fPc/DgQaFkqUNCQgJpaWm0bt2axMTEBjPtRlBVFdf5SmrW5yLXiGqgsU0YYePTGlo0moGqqrguVGHdmU9xQRFbDKdwSh5MeiNPjRlFly5dmv17t4Sqiva47b8ERyWnSWc1owGYyBa6RiOC6I5TQKPFW2Kn/IOzKDYv+sQgol/qdEck/K1QVVLBycV7qamuRoNEeMsYWg/tRHyrhBueBUVROH36NNu2bcPpdCJJEn369GHAgAEEB989wVFSUsKmDeu4ViCu4bheLekxdBwENiWyvaV2qldf9rfB6+MCCZvc+q7vySPb97N53+eoQAhmhg0aRpdhPe/+uoFoaf7iT7hPrWCRtQ/5JBCIk7ntaonsP0eYlddBtnupXJSF54pFKFPHphLUv8U9BZQej4eNazdw+tytSaHrERwcTM+ePenZs+cNLWGKonDp0iX27NlDcbFocdfr9fTu3ZvevXsTGnpzQtNb5sCy6Yqf9NGEGAgb0wpzl5srR0CQELZ9hVTuusJ2TlOorUIjSfTv15/BQ4eIqdd3i4psQSrkH6KAOD5mKl709OcYI2NrRMGvyyyhXHX7qFx4HneOBcmoJWpex3te4+pRdK2Qoyv2UF5TiVfyERQeQlKnViS2TCYxMRGTqSFmcDqd7N27l0OHDqEoCjqdjsGDB9OnT5+GARt18Hg82Gw2bDYbPp8PrVaLRqNBUzehuqKigtOnT3Plitgr0hKjmT5pPMbIpgMibiB+tBJB/YUa9Xrf11vh5MaDbDjyObKkEIyZpwYPp8OwWyiXboWqK7DpDdTL21nHCE7SER0+5uo30KLHaNF2WaeO9BTaqPgwUyStESai53W8bcv4rVBaWsrnKzaRW34NRWpIZeoVJTExMcTGxmIwGKiqqiIzMxObTSSSwcHBDBo0iO7duzeJARRFoaSkhKtXr3L16lXy8vJuqk5OTU1l9OjRREc39d5SVRXnmQosm3L9yhJDyxCCByViah9xW8KkvvV8V+YBMnWiHb5lXBLjp09qvsX8drCVw+b/gHOrUYBPGccl0gjCzmssIiiluyAXWg5AVVVqt+Zh3Z0vbGem39o38E5RfC6PiyuP4fK4MekMJPdpQ/Kw9ujMN963iqJw6NAhdu7cic/nw2AwMGTIEHr06NHkGbxTuFwuNq1cxJnLIhd5Mj2MQU9NusET01flombtZdGBAOiizYRPan3H7b71KLxWwCcff4JLdqNVNXRt0Z7+U54gMurWBd5moaqQdwDlxCdsuuTmmCsFUJmarqPj8Jk3eIE7L1ZRvewiisOHZNIRMb3tbQvLzcHr9bJx3QZOnRVWGBIQGxlDSGQYiqLg8XhwuVy43W7cbjcmk4n4+Hjat29Penr6Tdf/zDOn2bBpEy6XG71ez4gRI+jZ8+Z7uPtarbDIqI8dEoIIn9Lmjsl9d7GVzxYs45JXXPtWYYk8/cwEomJu4pd3K9THe/v+Qk1VOfOZgZVgEinh+Q4y+r4vNyFMXRerqFychepR0McHEvViB7QhzXvc3fY83G72bN/F4aNHkBtPMmkEo9FIeHg4sixTUVHhJ+6CgoLo168fPXv2bLI3KYpCXl4ep06dIisr64YCR2hoKAkJCSQmJtK5c+dmC+++Cic1m6/gqlM5SkYtwcOSCB6Q0GRq9w2/V+PGfqSY2v0F7JXPcUkn4pZ2aW0ZPW7MvRPzXxM8JuoeMb7JRB3AG//1J4IUG2l9RzJnlEhmKpdewHm6nKD+LQgb36jX3OsU3jvnVvFFvspOX08kFGa3qiat31jhbVC3QNuPl1K98pLwGu7fgtBxqfeNWZftXmpWZ+PMrPPCkkCfGIw+2izaliQJNIAkIUngMijsyTvM+bxL/veolxLr9Xo0Gg2SJPmDbY1Gg8lkIjAwkMDAQEwmE1VVVZw5c8avYOnUqRMTJ05skjzXB3Q1ay8LlYlGEtWvYUl31QrXGD6fj63LN3Ls4inUuuBVr9MRHRNDYGAgZrMZo9GI0WjEZDIRHh5OSkpKs4uwLMvs3buX3bt3A4jpruPH37CpOs9VUr06G8XmRdJrCJuQRuD1Lat3ieLiYrYsX09eddHtX1yHoKAgOnfuTNeuXf0TIu12OwcOHODgwYMoikJQUBCTJk1q1hNBlVWc5yqwflGAt6CuMhSsJ3xi63uqKCuKwp7l29ibddifSLSIjqdV21QiIiIIDg4mNDSUkJAQTCbTbe/30tJSFi/6hFqrjdjoCF54YR7m65J2+8kyqj+7BD4VfXwgkc9noAu7++D2euRn5nJi9X6qPBa8kowpMoiYtBZEx8cQHh5OcHAwPp+PwsJCTp48SWFhgwlw+/btadeuHVqtlsLCQs6ePetvS68n9Pr27dsw1fMmcOdaqN15DfflGvG7oUbCxqVi6hB5x2tF/TOXvzGTba4TVGpE1TkyLIJefXuTkZFx9+u218XlvStZsvcyigoDWgUwYuRTwnem7rg8hTYq5p9FcfhE0PZSpzsmfW8HxSNj2Zjrb9NBI2FMC8WQECzUajoJSaMBrYSkkXAqbnZdOEDmRdFSLUkSsbGx/jVAlmVkWfYT4bIso6oqBoMBk8mEXq+npqaGsjJR4TUYDEyePPmG1gXFI2PdeQ3rF4WgqEgGDSHDUwgakHBHfnzN4XLmJVavWo1dEW3ogQYzbTLaER8fT1hYGAEBAZjNZkJCQm5LFtlsNpYsWUJRURFGo4EXX3iRuPimJtuefCuVi7OQa9yijf+ZdMzt7iFZvg4Fl65x+LPdFDvLsUtutAYdppAAgoKDCAgIIDAwkICAAKxWKxcuXMDhEC2nOp2Ozp0706FDB/R6PYWFhZw4cYLycuGtqdfr6dOnD/369bvR46nxeRXbse0vxHGiVPQhaSWCBiYQ8kRSQ3v7HcBX7aJyfTafZ+/nslbcfyaDkW49upOenk5iYuLdFYlUldLz+/hozU6cXpW0aBPPTBmPNra9/1mS7d4Gvx+Dlqi5d9c6ecs/71Oo2ZCL/ZBIHCSjFnOHSIypoegiTEh6Leg0SFoJSaehoraSLbs/90+W1uv1tGjRAqPRiNPppLq62k8O3Q4ajYaBAwcydOjQJnvsTYsT49LuWp1Rj6uZOaxctRJb3XMUExBB90G9aduuLeHh4XcVeymKwpZ1n3Hk1DkkYMbwHqT3G9XEDsGVU0PlwvOoblmsf3M73hW5eCtUH8zn2oZMZEXGaDQS3zuN4J5x6KLNTdWgPh+nT59mz5491NaKxD80NNSvNL2ZbYDBYCAmJoaIiAgiIiIIDw8nISHhRi9jhGdwzboc3LnC3kEbbiTs6bvbo+rhzrWw79PtHHCfQ5YUNEh07tiZPgP6EhcXd9fvp1ZcZtOaFRwtcKOVVF7oGUJS77F+5bOqqqJd8guxd4dNak1Qn1tPTr0b+CqdVC2/hCevro1cp8HYMgRdlBmNSQtIghGSQNJIWLROtl7YS0GpOB6NRkNcXBwBAQF+clWSJP/nIEmSPw6vf01ZWRlnz571F6ZGjRpFnz59mhyXKqvY9hdS+3meaPnXSgQP/XJxuMViYeWCT8m3FPu/Fx4aRnRsDGazGZPJ5I/DAwMDiY+PJzo6ulnCyul0snbtWi5cuAAghlN169bkNapPwfJ5HrY9gpDSJwQR+Wz7Wyps7wQXMrPYuWYbZb7qO/4dg8FARkYGXbt2JTk5GUmSKCwsZPfu3Vy+LAq+CQkJTJ48mcjIG0nEet9N294CP2kq6TWEjGwpCmR3GTsoHh+7PtrMvsIT/pyoZVIKaW1bExsbS2hoKKGhoXdMAldVVvLJwg+pttiIDgvixbnzCAhpUFOrqor9UDE163NAEW3HkbPbf+miLICjvJZTC/dSVVWFikpgi1ASe7Uhvn0SQUEN6nen08mpU6c4ePCgf60zm8106dKFkJAQqquryc7Opqamxv/e4eHhZGRkkJycTEJCQvMdMXWQrR6su/KxHS4WHS0SBPaOI2RECtqgO1/XFYcXy/Y8Dh45xDFtDoqkopU0dO3WjR49exAfH/+NVNg9JuoeMb7pRN2v/74Ateoa7pgO/P5b0wBRxan88ByaQB3xP+lzw+Z25MgRNm3aBMDTTz9Nr169mvzcfqSE6tXZoNa1FE1ofccy7TuFX1GzK98vCb8d8nWVnAnIp9hzp9OBboTRaOTJJ5+8QdLrq3FjWZ/j91vQxwcSPrXtDcMi7hVFZ6+yb81OcnxFuKXb+6LUq9JSU1MJCgqitLSUw4cP+1sQ+vbty8iRI5sEEorLR826HL/flC42gMhZ6U39LL4kCndd5NL209hwoejBlBRKQFIoxrCGYK2oqIjz58/7k1kQAbjBYGhSWWrfvj1jx469UZHilnEcK8G6vwi5SijoJL2G4CGJBA1KRGO8BzViIxRn5bP1sw3keUtRb3JbGwwGEhIS/O3YiYmJfrm6LMucOnWKrVu34vF4iIqK4oUXXmiykSoeGcv6XOxH65Ll9hFEzEz/0sfeGLLdS/WKS41ariRMbcIxpISgCzehDTagCdKjCdRTUF7E/gP7uXTpUrPvFRQURK9evZpVCNVD9cp4Cm2idfVMhd8fC61E8OBEgocl3VPbKIjPq2ZHHgcPHOC05iqeRs9IfHw8qamppKWlkZSUdNsWqbNnz7JmzRpkWSYjI4OpU6c2eU5cOTVUfpKF6vIJJd3cjs36sX1ZuLKrqf08747Xt0JzNadM1yh23mRa7G0gSRLt27dnxIgRTdr+VFXFda6Smg0NxIIpI5Kw8an3hTR2Wh3s/ngzp8qzbrm2mc1m4uPj/a1VCQkJGAwGfD4fmZmZfP7559jtdsxmM88++yyJiQ1eev5ge0MuyCraSBNRczLu69qmeGRq1lz2r5/oNJg7RGJqHYYuJgBdhAlNoB5ZaVCg1ivmrofBYKBXr17079+/2edJlRU816y4LlbjuliFt7hhsqwpI5LQ0S1vqUi9HRxZlZxafYCDrvNYNQ1ToI1GI4mJiSQlJZGUlERCQsItE6Lc3FyWL1+Oy+UiISGB5557rokKwFflouKjc/jKHGJwxIsdb2mOfq9wXazCsvkq3pIbp3vfAKOGq+HVHHNdosbV/AAJvV5PUFCQXxVeT36rqkpYWBgpKSl069btBsWUt8ROzYbcJsWJ0LGpmDvePfFzPdx2F9s+Xsep0gvIUoNKw2QyERsbS1RUFFFRUURGRhIVFUVYWNgNRILNZmPdunX+dX78+PF0797gyaqqKvbDJdSsywFFxZgaSuRzGfclaW0MT4GV6tWX/a1XAJoAHdowo9iXzDrRZmrWoRglzldc5lDOCaz2G0lUg8FASkoKLVu2pGXLlsTFxd2WbPYU27HtLcBxqkwQ3zoNIUMTCR6SKMjde4Tikclbd5btZ76gUNPgwxodHU16ejppaWkkJibe1k/Z5/OxadMmTpwQQ9umTp1Kx44Nnl2qolKz9rK/2BM6LpXgAfdoi3AL1FsgWL8owFfuvP3rUblkLCHTWEC15w4mSN8EUVFRjB07lpYtWzb5vjuvlpo1l/3roaFVKOGTWt8zAd4YqqpydstRDh88RJFU7SeJbgaj0djkvtPpdOTm5rJ//36sVitarZbJkyfToUPT4VWeIhtVyy76B14E9o0n7OnUWyqa7gaKWyZv2UmKLlzDKXnQmfQEtYsmpG00AVHBGI1G7HY7ubm5nD17lurqBlLPZDIJ4q2O/K4vRgwZMuRGxb/Lh+N4KbZDxQ33hgYCuscSMjz5S8cO+QcusW3b5+TXD4y7DkFBQURFRZGQkECrVq1ITk5uUuxTVZWLFy+ybt06HA4HYWFhzJ07t0mer3plqlc37OkB3WLEsJt7JHybg+qVsWy5iu1AkX8WkTbChCExCF24CU2wAW1dHK6aNJzPv8j+Y4eoqrrRx9lgMNCxY0e6du1KUlLSrVX0Di+eQhuOU+U4z5T7fWxN7cIJHdNKDLm4R3iKbFxecYy9Faco1tb4vx8VFUW7du1o167dTbtsvo54TNQ9YnzTibqFqzaTe+YwhZoY3v/FtwBRkSr+wxEUq4fwKQ0jp1VVZd++fX7j34EDBzJ8+HD/e6mqinVnvn9wxP1W0t0MPosbzxULvioXqkdGVRELnqKCoiJb3HiK7X7SxoGbCo0VX6QWKd6ENi4Ayaz1B9qKouB0OrHb7dhsNlwuF8HBwbRs2ZJOnTo1SZwUhxfr/iJsXxSIhU4jEfJEEsFD7716dzMoLh/Vay5TdPoKtZITl8aLEqtHiTIgB4Bb8VJSUuJX/TUHk8nEqFGj6Nq1q/97qqLiOFmGZcsV4eMhQdDgREJHpNz3cwAhf69ZdblJ0qQNM6KPC0QXZUYbZkQK1XHFUsTZq+e5nJuDojQkHvHx8QwZMoR27do1ube85Q7sR0uxHy1BdYqEXxOgI7BfC4L6xd9VZeh2UNwy+SvOkJN1iTKpFrvOjdMsY1ecON2uG16v1WqJj4/HYDBQWlrqV6ClpKQwY8aMJpM7PQVWqlZcEoGaBMFPJBPyZPJ9J7uhXt1RRe2OPLxFt0hiJfFZ1oZ6uaArpkqtBYOGqNhoWrdu7VfYNYZc68adV4snz4onrxZPkU1U6+qhkwjsEUvw4MQv1TLVGL5KJ2XrL3E2+xw52lLKNE0HXeh0OhISEpoQDYGBgaiqSklJCQcOHCAzUxglZ2RkMHnyZH/SpKoq9iMl1KwVSaohJYSoFzvc9yT1enjLHbguVeMrd6LYvag+BRQVVVFBVlGcPrzlDr9vkg0XlXoraqwRXXwgpsQQ9EFGdDodWq3Wfz717S4ej4egoCASExObkMWiEl6DdWd+g6Ik1EjY+LSGCc73CaqqUnuokKwtJyiWq6iWbLhMMm69jNPnatanSpIkAgMDcTqdyLIYVhIdHc2MGTOaqGN8NW5qVmf7q/nmDpGET2v7wK6b61I1lq1Xm5AMfmgktMEGtKEGNMF6SrW1nLVcpsxZhaqBiMgI2rRpQ9euXW8gwHw1btzZgphzXa5BdcmN3hfMHaIIGtDi/qnRvDI1O/M4v/c0OVIJhZrKZonU2NhYP3lXT55WVVVx6tQpTp8WrVZJSUnMmjWryTrnyq6maukFFIcPbYiBqHkdv1RycNvzUVU8V2pxXqjEW2xHrnajehVUWUH1qSAr4tmqW6JUVKokG5ZAF1KcmcDkcGLaJRAZE3VXQ2tUWcV91YL9ULGYvKtyX4oTN0Pl0XyObNhLnlpGqWS5KaGg0+mIiYkhLi6OwMBAqquruXDhAj6fD41Gw6RJk+jUqZP/9YpbpmZ9jt/X0dw5iohp7e4bgXA9VEUoD22Hi3FfqQVf8y1i9fAhkx9UQ22YF024gYjkGBJTk29KzKleGV+NG7naja/GhVztRq524Sm0NSGdTB0iCXs69UurmRrDk28la8URTlVf5JqmogmxqtPpiI+Pp0WLFrRo0YKEhAQiIiLQaDTIskxubi47duzwF12vV2QpTh9VnzYMnQqf3BDDPyioqoqvzIE7r1Y8V/XDo1RxHVFUfNUuvIU2FIcPFRWr5KJKa0OJMaCNN6OPD0QyNsThqqridDpxOBzY7Xa8Xi9hYWGkpaXd4M/pLXdg3XENxylB2khmHWFjWhHQs5lJzl8SniIbJcsyKSkvxSI58BpV1BgjcqgGn17BYq2lqKjolkPuwsPDmTJlSpNikuKWse7Kx7pX+PRqAvWET25z3/faejhOl2HZdBXZ0qA41QTr0UcHCHIo2IAmRE+Jr4pzJdlkXb3k34d1Oh0ZGRkMGTKkiYpOVVU8+VYcx0pxnCzzkz+SQUtAt2jhu3kXHte3g6/GxdVFJ8guvkKZxkKt1old58Hlu7G9vV7BWT/du6CgwN9FEB8fzzPPPNPEMsRTZKN6+UW8JY67Ht52L/AU2bDuKRB7hHxrKkeRVAqirJQG1OI1qQTHhJPSKoXWrVvf0Hmgyiq+CgfeEjveYgfeYhveEvsNAyIMycGEjEzB1PoevVmvg6qo2I+WcGHrCc57r5GnKW+yzk2ZMqXJ/vJ1xmOi7hHjm07UnTh9lnWrP6NSCeCnP/ou8aFiEbXuLcCy8QraCBNxP+xBlaWarVu3+iut/fv3Z8SIEf5FS/HI1Ky+jOOkWPiChiQSOqrlV0rm6q1w4jpfifNcJZ5rtTSeSiGZdOhjzGhDDGgC9WgC9GjMOiSDFo1Ri1T3pTFqQRXv5c6uxplZgeoRi4+hVQhh41tjiH9wyQaA+6oFy5arfp+HemgCdOiizHjDNBTrqrnmKKWwpgS310NomGgJ6dmzpz8ZV70yzvNVojW0LqnURZkJn9rmviV7N4M/CD9UjPuK5ZYbk8eoUBvmhXAD0YkxRKXGo40wggJyjQv3NSuurKqGFgxAF2kiaFACAd1j73si5D+HOpLLsu2qv/oJIJsknPFQZrRR5K2goLoYm6MpCRYYGMiAAQPo27evv6okW9zU7s4XbVqqMHCNmNnuvm2ct4OnSKjdPIU2ZIsbxepBtvuE4e9NoI00YUgKRhtiRNJKKC4fvkoXvtIbAwEQgaAxOQRTRiTmjMg7mrB5L3BlV2PZcpWawkqKNFUUaaso0tVgV28kUeu9pRpvn4MGDWLo0KH+ZEC21U0oq2u3N3eJJmJqmy+lrrifUGUFT54V54VKXOcq8VU2Pc/6taFhXdOIwQk6DZJOQtJqBCmvk0RSVe7Edanar6B7kMRCY8gWN5ZteThO1rVwAmgklDgDzigo01godJZRVFlCra1BaRgcHEzv3r3p16+fn4hUnD5s+wux7i1EdcuglQgd1YqggffmR3c3qE9Y6tclX6UTudbDDZOQGkMSfqaGhCCh9NNKKHYvvkoXnrzahmtRB02gDlObcIztIjC1CbuvhYjG8JY7qN2Whz2znCqslGkslBmslOlqqfXeXqHWvXt3Ro8e7VeyKm4ftVvzsB0UCgJ9YhCRczLQhd6b38/9hOpT8FU6cV+txXWhCvflGn+yCYAE2nCTiBOM2lsWslQVFKsHb5lD3H91MHeIJHRMq/tWnGgOvioXli1XsJ0po0ayUyXZqDW7sQZ5qVFtVNstfnL7erRo0YLx48cTF9dQoHVdqKJmXQ5ytRskCHmqpVCXPaT4TvUqeMsdYl+ye1EcPhRn3ZfDi2zx4Cmw3hBHaCNNQpVi1oGiorhlZKsHxeZBsd+iM0ErYc6IJHhI4j0NNLmjc1JU7IeLKd+ewxVXEYWaKoo01Til5osSZrMZt9vtv25ms5mJEyfSrl3DkB93roWqzy4hV7qQ9BrCp7UloPM9+Hc9IKiKiqdArIvOcxX4ypqq8DTBelGsDTKgCahTTRq1aAxasWcZtOJLrwFZxVtqx3WxGndOjVhbJeGnHDqq5QNbD0Hst/ajpVh35TchutBKYp+NMFJtdlAkV1JgLaWosgQFldjYWDp27Ei3bt0a1kOnD/vREqx7C1Gs4tqbMiIJn9z6gZ4DiOfKcbIM+8kyPHkWbmKXBoBPI+OIAn1MANEpcZhahPifK1+V2KOcF6r8PtAg9rOgfvEEdIt5YIUxYX9SjmXLVbE+AR58WEO9WMN9FEvV5FtKqHXc2Jmg0+no06cPQ4cObbgeDi+1ewqw7RUWH5pAHRGz0h9aHK64ZdxXLfhKHcg1bmSbB8XmRbZ7xdpn994YR0jCK1gXaUIToEf1KSJ2qHLhq3LdNL/ShhnFZPEesRha3mSq7Jc+Hx/W3QVU7rtKvlzONW0FBdoqXp30IhFd7tHj+yuGfwmirqqqiu9+97usX78ejUbDlClT+Nvf/nbTnuqqqip++ctfsm3bNq5du+af6Pmb3/ymidFyczfd0qVLmTlz5h0f2zedqKutreUvf/kLigo9x7/I+B7CkFXxyJT88ShOm4NzLSs4VXYBRVHQaDSMGTOGnj17+t/DnVdL9YpL+CqcoIGwCXfmhSErKp+fL+HktRoigwyM75JA3E2GQtxvyLUenOcrcZ6rwJ1jEeq7e4Q+LpDgJ5Iwd4p6qMSkp9iO42QZ7pwavEW2myeBdcmFLkoQkaiIynGB1U8ySgYNwU8kEzww4YGo6G4Fxe3DUyCq2L5KJ3KNG1+1C7nGjWK7eVXyBkhgahdBYO84TOm3N3m+X1AVFVd2NY7jpbguVDdUk+t/jkqtxkl1sBtCdIRHRZDUKhlDuBlUoQJzZdfguljl31ADukYTOjb1gQdqdwJVVlAcPmSbF2+JHc9VC568WryljtsSD/r4QAwpIRhTQjAkh6ANNz685E5VcedasO0rxHWxGlVRqJEclGkslOoslOlrqfE1qJ70ej1t2rRh4MCBtGghAghflQv7sRJs+4tEsq2RCBmZcsdJqqyoZBXXopEk0uOC0TyEe1JVVXylDpznKnGer7z12nAbSHoNAT1vP4HyfqP+c3eeLr+BdKyH3ejFF6EhIDKYiNhIP1ks27yCJLtY7VfhGJKDCZ/a9r60QN0rVFlBtnqRa93IFo/4t9aDr9yJt9DaLLHdBBowJARjaheOqV0E+oSgh7bGgSDsbAeKcJ4p95McDtyCuDPbKNPXUumxIKvCOzSlZQq9e/cmKUkMUfBVOnGcKsd2oND/+4G94wgbl/bAVFlfFqpXxpVjwXWhCldWVdOk/C6gCdBhyogkaEDCAy/kNYanyIb9UDGOU+VN9iUFFavOiSXES5XRjs8IgSFBpKa1IqVdKpJGQq714L5ai+Nkmb+Qpw0zEj61LabWYQ/tHO4UikfGc7UWV04N7su3iYnqIBm0aMON6MKMgoANM6KLNGNqE/bAldL1UL0y9iMl2A4W461wYJEclEu1VGhrqTA6qJAtyGrDtQsICKBTp04MHDiQ4OBgf1HAtq8Q5xlhe6ANMxI5J+OOrFdkRWVHVilZxVaSIsyM7hiP+QEWYxrDW1a3T52r8PsI3ytM7SMIeTL5gRGrzUH1KbguVuM4XYY713LreFVCqKkjBHks6TR4yx3C2qIu/9BGmIQHYkbEQxc5KB65TmnsQrZ6kGvrvixufBXOO47FJYMGc0Ykgb3jMLQKfXjxnqziyqrEfrQEV06Nv8MA8Cs4K4x2bIFuCNARGRVJm7ZtCY4PQ1VUfBWiOOk8W+EvrJg7RBI26cETpncDVVFFt0qOBXdODe6rtf5usZtBMmjQxwWijw9s8u/DWuNAWO3YjxRjO1CMz+qmxRu97qu68lHiX4KoGz16NMXFxbz77rt4vV5efPFFevXqxZIlS5p9fWZmJr/85S954YUXyMjIIC8vj9dee43OnTuzcuVK/+skSeLDDz9k1KhR/u+FhYXd1aShbzpRB/DL3/4RyetA02Ywv3j2Cf/3s3aeZP2ezTjqKnxpaWk89dRTxMTEiOAgr1YEB3UqE22ogfDp7TClhd32b5bVunh10XFOXqvxfy/AoOUPUzoz/iGz7KpXVNG9ZQ5/xUK2e1FdMopbRvXU/ev2iQVcrfMQSA7G3D7ygVUi7gaKR8ZXIYguX7n48pY78JU7m1Tzr4c21EhAz1iC+re4b2b49xOKR0auceMtteMtbviSbeKe1IYY0ccGYGobjikj8pGrMlRZxVtkw3OtFm+ZA2+pA2+J45aqtMYwtAwhZHjKVzIRuh6K04f7Wi3eYjuKzYsqK2iMOrQRRvQxAejjA+/KyP5BQnF4cZ6rxHWxSgTUDnE9fMi48CIBAaYADGFmNMF6kFXRFtUoANInBBE+uc0d+05+fr6UX6zNpNgi3iM5IoDfT+7EgNZ3P8jky0DxyPjKRHVWKFB8qF4ZVVZRfXXtfr66/5YFsaWLNGNIDMbYJuyBKuhuB1VVkavdeK7V4im24ytz+An9OyEfdbEBhDyZjLlj1EMlte4Fcq1QBXkKrIKcVFU0Zh3acOFXY0gKua8elfcKVVZw51hwXa65ZZFIMmjRhhqEIvI6BZMu0kTYhNaY2t6ZSsEnK6w4XsCak4XYPT56t4zktaGpxAQ/PPIYhLLWV+YQ8YFbFs8ON7+vNIF6dJEm9HGBj/T+Uzwy7lwL7uxqPAU2vMU2f5HuTiDpNQT2b3HXw0keJRSHV1ie1NS1YkogGXVog/SCMAkxIJl1jzx2q4eqqniuWXGeLhdWBxVCbaag4MSLS/Jg0OgJDQ1FH2lG0mtRPTLeUruwLKlDYK84Qse0uiO1ekG1g1cWHud8cUM3QlyIibdnd6d78sNRENVDcfn8a7ti9yI7hFpSdcuiRd0jo3hkVI9Sdz2Fes3YMgRzh8gHqlC9E9TvVb5yh1AyVThFd0G1C7nK1VSZex30cQEEDUggoFvMQy+U3wlUVUW2ePAWWPEU2fAW24UVh0sMzdOGGES8kBqKKT3ikcYMULfeXbHgLbCJeLyOgLzTgqU+LoCQp1qKgv9XZH24FeRaN558q4jxXLLokjDp0EWa0EXU2Ql9ReIfVVbx5Nc+8K6th4lvPFGXlZVFRkYGR48e9au0tmzZwpgxYygoKPArG26HFStWMHv2bOx2e5MJQqtXr2bixIn3fHz/CkTd3+Yvpjo/mwpzEm/95zx8Ph+7du1i//79AIQqAfT1tSElIB5DQhCqouItaRQc1MnNw8a0uiNT9TKri5nvHiK3wk6wUce4ri04V1TL6fwaJAn+Mr0Lk7ol3vZ9HuP2UFUVxeYVxF2FICKhjuCKF5WVr8NG9HWGqqootR5BnJbVEah1pDCShDbUiD4hCHOHyDseU/8Y94769ctzzYq30Ian0Cp8SJpT1UpgTAsjsE8c5g53TvYsPpzH/1stvO6CjToUVcXukdFqJP4yvQsTut5/Y+9/JdS3KHrLxDMlW9x1raWqsDGIC8TUJkyozh6vbw8UissnkqECG55CG956ovF6SGBMDSWgZxwBnaPveNpfrcvLtxefYG920yEpkYEG3n++50MnFL4JUBUVucol9qIKlyjwVYgv2SLaWzVmPfr4QEztIwjoEn3XqpLsUitv7rzM8bxqgk06JnVL4MUBrTB8BYmIryJ81aKdUDxXVryF9hvU+vWoVzEFDUm6Y8VmfpWDKf88QJnVTahZz5PpMRy+UkVhjZMAg5bFL/Wh2+Nn675AVVV/K6Jc7cJX5Ub1KejCTRhbhTxykvFfAY0FGY2FDL4qF5JWQhtmxJAYTEDnKAwtQ++a2FJVlTMFFvKrHaRFB9E+/pvJFzzGjfjGE3ULFizgRz/6UZPJMj6fD5PJxIoVK5g0adIdvc8HH3zAT37yE8rLGybASJJEixYtcLvdpKam8tprr/Hiiy/eMnB3u91NxrnX1taSlJT0jSbq9h0/y/b1n+FRtcx5ZgZf7N7ln0bXo0cPBsV0w/F5wQ3SZ8mgwdwpmuBBCXc8Pc8rK8x67xDH8qpJCDOz9OW+JEcGoCgqv1x3jk8O5WHQalj6Sl96pDwOEh7jMW4FVVXZdr6URYfyKKx2khodyPP9WzKozVfHl+brANWn+JNU2e5F0mrQBOkxxAfe9UTXLZnFvLZITOOb3TeZnz2dgayo/GxNJqtPFqLXSiya14c+qQ/GJPoxvhwURWV/TgVnCy1EBBgYnhFLVNCj90/7OsFv1F/Xzqsx69BFm+9aaeH2ycyZf4QjV6ow67V8f3gbEsLNvLXzMhdKrASbdHz6Sl86tPjmVOcfNVRV/dLk9vrTRfxoxWk81w2A6JIUxkcv9CI88KvTSvZ1gWh58wh7kGo3qqIgaTXooswYWgTelV+q1eVl8tsHyC6z0TY2iI9e7E2LMDM2t4/XPjnOvssVRAQa2PS9QQ/NjuYxHuPripxyGz9YdoozBQ3Dy/qlRvLHqZ1Jinh0dhuP8XDwjSfqfve73/Hxxx9z8eLFJt+PiYnh17/+Na+//vpt36OiooIePXowe/Zsfvvb3/q//5vf/IYnnniCgIAAtm3bxi9/+Uv++Mc/8r3vfe+m7/WrX/2KX//61zd8/5tM1MmyzBu/+TOhNBjim81mxo8fT/v27QGRyLqv1uKrciJphOTckBB012bq/73hPB/su0KwUce67w6kVVSjCaqKyuuLj7P1XCkJYWY2f38QIaavXjvmYwhYHF4q7W5ahJkxfUVM9f+V4PbJ/HRVJp+dKLjhZy/0b8kvxmY8FE+0x2hATrmNCW/tx+b28Xy/FH41vkPDwB1F5bufnmTjmWIiAw1s+f5gooMfE0BfJeSW2/jB8tOczq/xfy/AoOUno9OZ3TflsTrvIeONFadZebyAYKOOJS/3pVOiIOQcHh8vLDjKkatVJIab2fjdQYTeJaH+GA8GWzKLeX3xCVQVBreN5vUhaeRV2vnDlgvUOLxkxIew4rV+BH5NWmi/ifjxZ2f49Gg+sSFG1nx7gH+IHIDd7WPaOwc5X1xL71YRLHmpDzrtYxXkVxGFNU4OXK5AUVV6tYwgNfpxR8bDxolr1Tw//whWtw+zXkt6fDDnCmvxyArRwUYWv9SHtrEPzzfxMR4+vrZE3Y9//GP+53/+55avycrKYtWqVV+KqKutrWXEiBFERESwbt06/+SW5vCLX/yCDz/8kPz8/Ju+5l9RUQfwyrs7CCw8SqjGTfv26YwaNarJYI77gQM5FTzz/mEA3pndg1EdbxwZb3P7GPO3vVyrcjCleyJ/nt7lvh7DY3x5XC6z8btNWey8ICb8mvVapvdM5I2n2hH8mFh9KJAVle8sOcHmzBI0Erw6JI2BraPYdq6EhYfyUFWY1iORP07t/JhceEjwygoT/7Gfc0U3T3BcXpmJ/9jPhRIrw9pFs+CFXo+vz1cEmYUWnltwhCq7hyCjjmHpMeSU2fz+Ta8MTuUno9MfX6+HhK3nSnj1k+NoJPh4bu8bVMIWh5exb+0lv8rJ8PaxvP9cj8fX5hHjdH4N0989iNunMKt3Ev89sRPaumJRdqmVWe8fosLmYWRGLO/M7vG4kPQIsP9yBc9+IOLwZa/0bVbZfaXCzti/78Xukfn+8DZ8f3jbh32Yj3ELuH0yv990gU8O5SE3suyY2LUFvx7f8XHR4iHhcpmVqe8cpMbhpVfLcP7xbHdigk1cq3TwyifHuFBiJT7UxNpvDyAm5LEy9ZuKuyHqvlIljx/96EdkZWXd8is1NZW4uDjKysqa/K7P56Oqqso/Hv5msFqtjBo1iuDgYFavXn1Lkg6gT58+FBQUNCHirofRaCQkJKTJ178COqQls9rTkZp2Y5kxY8Z9J+lcXpmfrjoLwDN9kpsl6QCCjDr+Mr0LGgk+O1HA5rPF9/U4vgpweWV2ZJWy7Og1jl2tQvkSE2cfNnZeKGX8W/uakHROr8zHB/MY++Y+rlU6bvMOj3E/8JsN59mcWYJBq2HBC734z1HpDGgdxa8ndORvM7uh1UisOF7A27tzHvWh/svg/b25nCuqJdSs561Z3ZpVIZj0Wv42sxsGnYZdF8tZdCjvERzpY1yPCpubeR8fpcruoVNCKDt+NIQ3Z3Vj4/cG8uPR6QC890Uu7+zJfcRH+q+BarvH7/H4yuC0Zlv5QwP0/PPZHhh0GrZnlbLi2I3K4sd4eLC6vHx36UncPoUn02P4zYSOfpIOoE1sMO891xODVsO286Us2H/lER7tvyYcHh8/XnUGgDl9U25qv9AqKpDfTuoEwJs7L3PiWnWzr/s6wycrZBXXciq/BofnzoZ9fRVgd/t49v3DfHTgKrKi0j05jH6pkUgSrDlVxJR3DlBscT7qw/zGw+Hx8conx6lxeOmaFMbHc3v7hxslRwbw6St9aR0TRLHFxSufHL/BBuAx/jXxlSLqoqOjSU9Pv+WXwWCgX79+1NTUcPz4cf/v7ty5E0VR6NOnz03fv7a2lpEjR2IwGFi3bt0dTXI9deoU4eHhGI2P242uR9fkMEDiVEHt7V56T/jr9myuVjqIDTH6E5+boWfLCF4fmgbAT1efpcx669HTXxeoqsriw3n0+d0O5n18jP/87CxT3znI6L/t5XjeVz8QOldk4duLT+LwyPRPi2TXG0M5/19P8cm83iSEmcmrdDDt3QMUVD8m6x4kNp0t5qMDVwH468yuDG0X0+Tn47u04FfjOwDwv1sv8sWl8uvf4jHuM3LKbfx1ezYAvxibccvqabu4YH48SqyBv92URW657aEc48OAoqjszS7nT1sv8r9bL7DzQmmTiv9XEbKi8m+fnqS01k1qdCBLXu5DbN31kySJ14ak8bOnhQXEH7deYM/j5+mB41frz1Fhc9MmJojvD29z09d1TAjljZFC7fNfG84/3nseIX659hzXqhwkhpv5v5ldmy1UdE8O5xfjMgD445aLnC96MPHmYzSPP2+7RH6VkxahJv7zNnH4xG4JTOjaAllR+cGyU9jcXx8y61ZQVZVPDuXR/w87Gf23vUz8x366/+ZzfrvxPPav+DkqisoPl5/iWN2Alg9f6MWqbw1g6St9Wf2tAcSFmLhcZuO5+UewOLy3f8PHuGf8ZsN5csvtxIYYmf98TwIMTVv5wwIMfPBcT0LNek7l1/Dnzy/e5J0e418JXymi7k7Rvn17Ro0axcsvv8yRI0fYv38/3/nOd5g5c6Z/4mthYSHp6ekcOXIEaCDp7HY78+fPp7a2lpKSEkpKSpBlMRVp/fr1fPDBB2RmZnL58mX++c9/8rvf/Y7vfve7j+xcv8romhgGwNVKB9V2z31978xCC+/vFUqE/57Y6Y585/7tyba0jw+h2uHlp6vO8hXq6r4nKIrKz9dm8v9WZ2JxekkIMzO4bTTBRh0XS63MePcgK47dvCX7UaPM6uLlj4/h9MoMbB3Fwrm9aRUlJsYOahPN6m/1p01MEKW1buZ+dJRa11c/SKh1eXn/i1zmzD/MmL/t5aWPj/HpkWu4vM1PVvsqIK/Szn+uFBXx14emMaZTfLOvm9M3hWf7JAPww+WnqbDdXEX8GF8OiqLynyvP4PEpDGkbzeTut5/o+kL/lgxoHYnLq/CD5afxyV//auuZghrG/H0vc+Yf4a1dl/nHrhzmfnSMsW/u41yR5fZv8Ijw1+2X2H+5ErNeyzuzezTbvv/SoFRm9U5GVeHfPj1JYc1jxcKDwtZzJaw9VYRGgv+d1uW2/qfzBqbSMyUcm9vHf6w887VSqN8KJRYXy4/m886eHLZkFn+l96U1JwtZdbIQjQR/m9n1ljHes32SGd4+Fo+s8P1lJ7/S5/VNwolr1X4V428ndyLoDjwC/2tCR38R9r/Wn3vQh/jAUevyMu/jY/x8TSZlVjfBRh3RwUZcXoX3915hyj8PkF/11SX7/74zm63nSjFoNXz0Ym+GpTcUabsmhbHy9X7EhZjILrPx2qL/z95ZR0d1dVF8z0zclXgIECxIEiy4U6y00OIuhWKl9lF3g7oXK+7uVop7IEoUQiBCjLhPRt73xxlJIDJJ3kjo/a3FyjDz5uVO5sm95+yzT0iTmVcUlktwPi4Lh8MfISQp1+DVZ6eiMrAzOAUCAfDzxAA41tBsysfJEt+N7wyAFPnXErKr3Y7x36FJBuoAYPv27WjXrh2GDBmCUaNGoW/fvli7dq3qdYlEgvj4eJSW0gU0NDQUN2/exJ07d+Dr6ws3NzfVP6X/nLGxMf7880/06tULAQEBWLNmDX766Sd8+umnevmMho6thTFaOlNjh/BKRtqNRSqT470DkZDJOYzu5IZhfi4avc/ESIifJ/nDRCTEv7FZTbqsRS7n8MHBO9h2IxkCAfDBqHa4uHwgtsztgSvvDsbozm6Qyjks3xeJ3beS9T3cpyiXyPDq1hCkFZSjpZMl/pza5alseTMbM4X02xR3M4vx1u5wgw6u/huTiUHfX8DXJ2Jx+V42YtIL8W9sJt47cAdDfrxokDdUsVSGpTvCUCSWoltze7w9rHbfmI+f90MbFytkF4uxfG+EQX8fTZmtN5JwOykPliYifPNSJ418soRCAX6Y4A8bMyNEpOTjz/NNu0T5QGgqXvrrmqoT54SunpjSwws2ZkaITS/E+FXX8W9Mpr6H+RTn47Pw+7kEAMDKlzvVavr86Rg/dPKwRX6pBEt3hELSRBZBTYknS14DvOzqfI9IcS6ZG4tw7X4Otlx/qN1BapmswnK8sy8CvVaexTv7I7HyZBwWbgtF75XnsD8k1eCu46l5pfj4EH1nrw9pg67NHWrdXiAQ4NuXO8HJiuYKK07E6mKY/2nEUhne3RcJjgNeCvTAoCdU+DVha26MHyf6QyAA9txOxamopmtFU1AqwYy/b+JcXBZMjIT4+Hk/hHw8DMEfDMHG2d3hZGWKuIwiTF57wyATMaeiMlSq/a/GdUTX5vZPbeNpb4FNc7vDytQI1xNz8OOZu7oeZr3IL63AJ4ej0PXLM5iz6RZe3xWOl1ddR++VZ7Hqwn2DDNhlFJSryscX9G+J3r5OtW4/vIOrKsn31p4I5JfyK4RhNC0MqpnEs0J9TAKbOm/tCceB0EdYNqQ13qojCKApf19OxFfHY2FjZoR/3x6gquHXlDUX72PFyThYmohw6o3+Ta7VtUzO4d39kdgXkgqhAPhhgj9e6uJZZRuO4/D50RhsuvYQQgHw96xuGNxOs4CmtuE4Dm/ticDBsEewMTPCoSV9au0sdSe1AC+vvoYKqRwfjGqHBf1b6XC0mrHnVgre2U832pbOlpjVywfejhaISSvEthtJSC8oh0AAfDTaD/P6ttDzaNV8eSwG6688gL2FMY4v6wd3O/M63xOXUYgX/riKCqkcnzzvh7kG9HlqQyqTI7NIjKJyCaxMjeBua26QxuOpeaV47udLKK2Q4csXO2BGL596vf9w+CO8viscIqEABxb1hr8GgQlDguM4rLmUiJUn4wAAIzu64quxHVUZ5uxiMd7aE4FLdx9DJBRgzfSuGKphskbbpOaV4vnfryC/VILpPb3x1dhOdb4nJbcUo367jKJyKRb0b4kPRrXXwUgbTolYijMxmQhLzkN2SQV1pXO1xpD2LlU6rhsKr+8Kw+HwNLRuZoWjr/WtVzfxLdcf4pPD0TA1EuLw0j5o59r05munozOwfG8ECsupBC/Q2w7NHSxw62GeKngwNcj7Kf83fSGXc5j2901cT8xB1+b22L2gp8YdQi/EZ2H2xlsAgA2zDWfOUx8qpHKEJufhXlYxSsVSuNqaoa+vU40KG33x85m7+PXsPThamuDftwbA3tKkXu//9lQcVl24DzsLY5x6vT9cbZuWMX5eSQWmr7+J6LRC2FsYY8vcIFUHaSXpBWWYtu4mErNL4ONogf2LehvM9xiXUYiX/rqG0goZZvf2UVmb1MTxyHQs2REKwHDPrcjUfCzaFqq6rrVwsoSLDQXvcxVVXe1crbFmRlc0dzSMe5VMzmG64nrXycMW+xf1holR3de70gopnv/tChKzSzC8AzXSYY2Pnh2abNfXZ4X/UqBu6/WH+PhwNPq3ccaWuT0avb+0/DIM/ekiSitkWPFSJ0zp4V3vfcjkHCavvY5bD/PQ3cce21/pqdGF0RCQyuT4394IHApPg0gowE8T/fFiQPVlcRxHAb09t1NhaSLC3oW94eeu/+PtrwsJ+O5UPERCATbP6YG+rWvPHgHAthtJ+OhQFERCAfa82rPODLsuORCairf3RoDjqATnkzF+MDVSLwZLxFJ8cTQGuxVlyK8N9sXbz7XV13BVVF7UrJ/VDUPaaz7xUi5gjUUCHFjU56kJqqHAcRyuJGRj6/UkXL6XjbJKJVHWZkbo6+uEqUHe6OvrZBCTHI7jMGfTLVyIf4zuPvbYvaBXvYOJHMdh6c4wHI9MR0tnSxx/rR/MTTQPTugTuZzDV8djVeVUC/q3xHsj2j31N5AoroOHw9NgaiTE5rk90LMGE3NdIZbKMHH1dUSkFqCzpy32LuxV5TpQG6eiMrBwG3nq1vdc1BUSmRwbrz7A72cTUFSD71JfXye8O6KdwVwPKnd5PbC4j0ZqusrI5Rzmbqbz0beZFY4s7fOUb5ChouziqPQe7eRhi89f7IAu3qSakcrkWH3xPn48cxccRwHx32toWKNLNlx5gC+OxcDcWISTr/eDTz2Dv8rkk4OlCU693q/JdEaMSMnH5usPcSY686nzy1gkwNQe3lg+op1G5aXaJi6jEM//dgVSOYc/pgbi+c7u9d5HhVSOl1ZdRdSjQpX1iSEmzqojp1iMaX/fRFxGERwtTbB9flCNQfz0gjJMWH0dqXll6OHjgG2vBOl9vZFXUoEX/ryClNwy9G7liC1ze2h03n92JBqbrj2Erbkxjr3W16BEDrce5mLWhmCUVsjg42iBb8Z1UinTJDI5joSnYcXJWGQXV8DW3BgbZnevVkGoa1ZduI9vT8XB3FiE48v61ipaeJKoRwUY99dVSGQcvhzbETN6NtfiSBsPx3GISS/EyTsZCE3Ow/3HxSgRy2BmLEJLZ0sMbtcMk7t7wc6ifkH/Z5Em2/WV0fQI8KILYURKPi8+L58diUZphQzdmttjUjevBu1DJBTgxwkBsDQR4dbDPHx6JNrgSj+qQyKT443d4TgUngYjoQC/TwmsMUgHUDnI1+M6oXcrR5RUyDBv8y1kFeq3icY/0Rn4/jQZoH46xk+jIB1AAbAx/mRCvHRHGHIMxB/taEQa/qcI0s3o2Rxfje341OLc0tQIK1/uhHcVZv+/n0vAmov6LUt8XCTG//ZGAABm9Wpe78DAjJ7NMbyDCyQyDkt3hqLIAP0DU3JLMXXdTcxYH4x/YjJRJpHBWCSAg6UJTERCFJVLcTIqAzPWB2PmhmCD8JE5EpGGC/GPYSISYuXLnRu0cBEIBPh6bEc0szZF4uMS/G9fRJPw2BJLZVi2K0wVpPtodHt8MKp9tX8DY5EQP0zwx9D2zSCWyjF/823EZejXRP6rY7GISC2Arbkx/pzaReMgHQCM6OiK2b19AABv741AmoGVSRWVSzBn4y18cyIORWIpfBwtML9fC3w2xg9vDm2Dfq2dIBQAVxKy8eKfV/DLv3f13vCjISWvTyIUCvDjBH80szZFQlYxPj7UNOYKGQXlmLjmhipIN79fC+xf1FsVpAMAI5EQSwe3xqppXWAiEuJkVIbe/fgSsorw7SlS0n44un29g3QA8M6ItmjvZoPckgq8vdfwr32hyXmYuPo6XvzzKg6EPkKRWAonKxMMbd8M4wI94OdmA4mMw+brSRjz+xXczSzS63ilMjne2RcJqZzDMD8XjK7B07YuTIyE+GVSIMyMhbiSkI31V5pGx96sonJMXnsDcRlFcLY2xa4FPWtV2rrZmmPTnO6wNjVC8MNcfHhQv/7YUpkcS3eGIiW3DF4O5tXaztTE+6Pawd/TFgVlEizZEQqx1DC8IEOS8jBbEaTr19oJR17rW6V81FgkxMtdPXF8WT8EeNmhoEyCWRuCEZKUq8dR07r4x39oPfT5Cx3qFaQDqPGRcl3x5bEYvc+BauPyvcd4adU1jP7tCv44n4Br93OQWShGsViK7GIxgh/kYuXJOPT77jx23ExuEvdZQ4Ep6rTAf0lRJ5HJEfjFGRSLpTiytA86KxpMNIQzMZmYv+U2jIQCHF/WD21da/b+0YSzsZl4ZcttcBzwv+faYOngmjvB6ZsKqRyv7wrDyagMGIsE+GNqFwzv4KrRewvKJHjpr6u4/7gE/l522L2gZ73Kf/giJq0Q41eT1H5Gz+b4cmzHer2/WCzFC7+T1Ls+WUBtcSoqHUt2hJFCs7sXvhnXqc7AilJNCAArX+qEyQ1QhDaWyqqtti7WOLy0T4OOh4JSCUb9dhmP8sswxt8dv00OMAhVGkDXijd2haGkQgZTIyGm9PDG+K6e8HOzgVAogEQmR0xaIQ6EpmJncAoqZHLYWRjjjyldNA4e801uSQWG/nQRuSUVvFyPbiTmYPrfNyGVc1g0sBXeGd7WYL6fJykql+DVrSG4dj8HxiLyB6stCaGkXCLDzPXBCH6YCxcbUxxY3AceGpRv882hsEd4Y3c4AGDj7O5VDLk1RSyVYcLq64hMLUDX5vbYtaAnjPWsbgLI32z2xluISS+EhYkIn73QAeO7eD51rUvJLcW3p+JwLJI8p4b5ueD3KYF6udcAwGs7w3A0omElr09y7X42pv99E3IOeHtYG7w2xHDnCmHJeXh1awiyisSwNTfGTxP960zEnInJxMJtIZDJOczs1Ryfv9BB59cKiUyOl1ddQ2RqAfq3ccbmOd0bPIZ7mUUY88cVlEvkeHVAS7w/0vDKyUsrpPjoUBQOhD4CQKq5MZ3dMa2nNwK97KucX1cTsrF8bwTSCsr1rgZae+k+vjkRB2szI/z71gBVN+uGsvVGEj4+FAWBAPhtciDG+NdfnacrMgvLMWXdDVVnzh3ze6KVhsGVC/FZmLvpFuQc9Grh8vnRaGy8+hAWJiIcWNy73uX8DbF30CbhKfmY8fdNFIml6OPriPWzutd6rS+tkGLeptu4npgDK1MjbH8lSC/2IMViKZ7/7TIe5pRiVCdX/Dm1S4Oud0+qvg8s7q1Rc0VdkV9agc+ORONQeBoACtAPbtsMA9s6o52bDWzNjVEiliI8JR/bbiQhLoMSEeMCPfDty531rj7VF0xRx9AZxiIh+vhSSdKF+McN3k+JWIpPD1N2/JV+LRsdpAOAIe1d8KHCD+iHf+5i5ck4vasAqkMslWHJjlCcjMqAiUiI1dO7ahykA6Ca2NlbGCMiJV8vWeaswnK8svkWSitk6OPriE/G+NV7H1amRlg9oyssTMjgW5l51wf/xmTitZ0UpHu5i6dGQToAWDzQFwsH0ATtg4N3cEYPZvjrrzwg1ZaREL81YiFta2GM36YEQCQU4GhEmspAX99sv5mEV7feRkmFDD18HHDmzQH47IUO6Ohhq/qOjEVC+HvZ4fMXO+KfN/ujsycZ+s/ZFIyTd/Rjbv3lsRjkllSgnas1L5P4ni0dseIlmkSvunAfK0/FGWSWMquoHJPW3MC1+zmwNBFhw+zuGgXpAMDMWIR1M7upukPP3hCMglLdqjuj0wpURtBLB/k2KEgHAKZGIvwxpQusTY0QkpSnUh7rk/uPi/HSqmuISS+Ek5UJdi/ohYndvKq91nk5WOCPqV2oYZOREGdiMjFzfbBe1LbHI9NxNILsITTp8loXvVs5qTycfjxzFxsMVP2zLyQVk9bcQFaRGG1cqFRXE7X0MD8X/KQw+N9yPQk/68Ew/rez9xCZWgAbMyN893LnRgUKW7tYY+VL1BlxzcVEbLuRxNcweSE5pxQv/XUNB0IfQSAAJnT1xOV3BuOnSQHo2tzhqfOrj68Tji/rhy7epAaa/vdNXL7X8Pl0Q7n/uBg//kPHxkej2zc6SAcA04O8Vcb4b+4Ox55bKY3epzZIyy/DpDXXkfi4BO62Zti9oJfGQToAGNi2GT4aTfPeFSfjcDo6Q1tDrZEdN5Ox8epDAMBPE/0b5LnpaW+BnycFQCAAtt1IxqGwRzyPUnPupBZg5noK0gW1cMDfM2sP0gGAhYkRNszujp4tHVAslmLmhmDEputeifbp4Wg8zCmFh505Voxr+PVO2UTMxYZU34u2hRhMw4y4jEKM/u0KDik6rs/p44Mr7w7C6hldMbmHNwK87NDCyRIdPWwxvWdznFjWDx+MagcjoQAHwx5h3uZbKKnBZoOhhgXqGI1mQBtauFyIz2rwPn4+cxdpBeXwtDfH6zxms1/p1xLvjSTp8OqL9zH975u4p+fSgsqUVciwYEsIzsRkwsRIiLUzuzbIv6i5oyVWT+8KY5EAxyPT8cvZe1oYbfWUiKWYu/lWlQ6vDVWKtHGxxo8T/AEA6y4/wP4Q3XfuPRubicXbQyGRcXjB3x3fja9fieK7I9piYjdPyDlg6Y5Q3HqoO/n9tfvZWKEw6f9odPtGB7y7NndQLWB/OnNXrx2GOY7DT//E48ODUZBzwKRuXtgxPwjejrX7qPg4WWLPq70wurMbJDIOS3aE6vy4Oh+XhYNhjyAUACt5zCJO6OaFj0ZTMmLNxUTM3XQLWUX6LX+vzIPsErxcKRC0a0Ev9GvtXK992FoYY/PcHnC1McO9rGLM33Ib5RLdlOTkl1Zg4bYQlEvk6N/GGW82smGSt6MFvhtPAYa1lxL1Wg4WmpyH8auuITWvTGWEron33LhAT2yZ20NV6jXt75s67Ur3uEiMjw7dAQAsHtiwktfqmNnLB4sHUgD9i2Mx+PxotM6Os7qQyuT48lgM/rc3AhUyOYb5ueDA4j71Mkx/McADX7xIKvffziXg78uJ2hruU1y+9xh/nKdEz1fjOvHSWGBsoAfeHErn40eHorDpqmEEVy/dfYwxf1xBXEYRnKxMsXtBL3w/wb/Oz2xvaYJtrwShfxtnlElkmLfptk4TfTI5h3f2RUIslaNfaydMbKD1zJMIBAJ8NbYjXgr0gFTO4Z39kfjf3giDsTcBSEU2ae11PMwphae9OXa/2qtBZdlz+vhgWhAFJV/fFYbI1Hz+B1sDVxOy8YlC7PDm0DYY0bFhJcsAMKhtM7w2yBcA8O7+SAQ/0H0JadSjAkxffxOF5VJ0a26PDbO7a+zFa24iwt+zuiNQEfiesf4mEh8Xa3nEag6HP8L+UGoG+MvkANhaNE4B52RlivWzusPSRISrCTl4fVeY3suSz8dl4eW/ruFRPs0fDizug0/HdKi1+aNQKMCC/q2wfnZ3mBuLcPlets7nD00RFqhjNJqBbWnhFZ6Sj+wG3HxvP8zFesUk68sXO/JujL5wQCv8MikAFiYiXE/MwfBfLmHepls4HP4IBWX6894qFksxe2MwLt59DHNjETbM6o6BbRum1gCAoJaO+HocKWx+O3tPJ5mwCqkcr+0MQ9SjQjhammDTnB6NNgod2clNtWB6Z38kTkXpLjN5OppM3ytkcozq5IqfJvrXu1OeQCDAN+M6YUg78teat+kW4jO0Hxx+lF+G1xSluuMCPXgznp3RszkWKb6Pd/ffwd+XE3Wu3JIofHN+U6j6Xh/SGitf7qRxabSZsQi/TQ5UBVDf3huBrdcfanHEarKLxVi+jxRZc/u04C2woOSVfi3x3XgK/p2Pf4wB313AV8diEJ1WoFeFXURKPl5edQ0puWVoXo9AUHW425lj01y1D9Cbu8O1ro6WyOjapvT6+W1yAC9dM0d2clMFGL48FqOX8+nfmExMXXcDeaUS+HvaYt+i3vUK+vRs6YidC3rC3sIYkakFmLz2RoPu/fWF4zh8cPAO8kolaO9mg9d4trNYPrwtlg+nRkAbrz7E879fwYk76ZDK9KdgKCqXYN7m26qg7rIhrbFmetcGNR2Y0bO56vN9dTwWe25rX92UWViON3aFg+OAKT288QKPpY/LhvhiTh8fAMBnR2Pw/oE7KK3Qj0KD4zisvngfszcGo6BMAn8vOxx9rQ96tNC8MZaFiRHWzeyKER1cUSGTY+G2EByJSNPiqNVsvPoAIUl5sDI1wspGKh6fRKRQBSmve/tCUtHvu/N4/0Akzsdl6e07A0j9OGnNDdV9avervRrcREEgEODzFzqgfxtnlEvkmLf5tqpDqTaJTS/Eom0hkMo5vBjgjmVDfBu9z9eHtlF5xM7bfAtRjwp4GKlmRKTkY/r6mygok6CLtx02ze0By3pe76xMjbBpdg/4udkgu7gC0/6+qROf4pi0Qry3nxJJrw1uje4+/DTG6+hhiz+ndYGxSICTURmYu+mW3oLdW64/JDVchQy9Wjri0JL6NXIa0MYZO+YHwc7CGOEp+aQS17O/uiHDPOq0wH/Jo07Ji39cQURqAT553g9z+7bQ+H1lFTKM/PUSHuaU4uUunvhxor/WxvgguwQrT8bidLQ6S2kkFKC7jwOG+rlgaPtmOmvpXVAmweyNwQhLzoe1qRE2zOnO2wV9xclYrLmYCCOhAH9MDWxUZq02JDI5lu4IxenoTJgaCbFzQc8qZtaNQS7nsHxfJPaHpsJYJMB34ztjXKAnL/uuDo7jsO5yIlaejIOcA8b4u+Pnif6N8sgrq5Bh+vqbCEnKg4uNKfYv6g1Pe+100SoWSzFpzXVEpxXCz80G+xf15jXgLZdz+PpErGqxOLqzG754oQMcrUx5+x01UVQuweLtobh8LxtCAfD1uIZ1gwboc3xxLEZlwv7uiHaqIKQ24DgO87eE4N/YTEWpWuO8tGojLqMQ7+6/g4iUfNVzXg7mGNLOBUPbu6BHCwed+YFcvPsYi7aFoLRCho4eNtg4uwecrRt/rFy/n4NZG4JRIZNjVq/m+ExLXlscx+F/e+n6Y24swv5F/HbU5jgOK07GYe0lUjVN6uaFj8f4ab3jI8dx2HTtIb48FgM5Bwxq64w/p3VpcKfTu5lFmPb3TTwuEqOlsyV2vNKTF7VUTWy+9hCfHqFu1EeW9kV7N+3Mr87EZOL9A5HILqZMv6OlCZ7rQOdRH18nnfnypeSWYt7mW7ibWQwzYyF+mhiAUQ0091fCcRy+ORGLdZcfQCgA/prWFSM6am61UR8kMjmm/30TNx/kor2bDQ4u7s37347jOPxxLgE//UvdbV1sTLF4oC/GBng0WsmiKaUVUryzL1Ll3zixmye+eLFjgz+rVCbH8n2ROBhGpbPfvtQZE7vzo3CrjruZRRjz+xWIpXJ8M64TpgZpz1s3JCkPnx6JQtQjdTmiiUiI7i3sMaCNM0Z1ctPaPOlJoh4VYPbGW8guFqOlkyV2zOfn+lVULsH4VdcRn1kEbwcL7FzQU2veqglZxZi89jqyiyvQtbk9tr8SxNs5Vtkj1lphTdPHV7sevyfvpOPNPeEol8gR6G1H6u1GeLLlFIsxcc113H9cguaOFtjzai9eSrqrI7ekAi/8cQWpeWXo38YZG2d35yW5V5nL9x7j1a00t3K2NsX7I9vhxQAP3n9PdcjldO/4W7EOmNTNC1+O7djgeeXdzCJM//smsorE8HawwPZXggyq07A2qU+ciAXqtMB/MVCnnEB3cLfB8WX9NH6fsh24q40ZTr/ZH7bm2p9YJWQV4XB4Gk5HZ+BuZlU5tL+XHd4a1gb9WztpzWw5vaAMczbeQlxGEewsjLFlbo9GNeF4Ermcw5t7wnE4PE2RyeQ/yCWRybFsJzW/MDESYu2Mro1SA1aHVCbHm3sicFSRUZ7bpwWWD2/Lu+Iyp1iMjw9H4cQdUu5N6eGFL1/syEsji/zSCkxYfR33sorRwskSW+b24P1GVCGVY+6mW7iSkA0HSxMcXtJHKzc7juOw/soDrDwZB6mcg6WJCDN7+2BSN68GlYloQnxGEV7bGYq7mcUwNxbhj6mBDSoNrwzHcfjpzF2V597iga2wXEuNGLbdSMJHh6JgIhLi0JI+vAZ7qoPjOJyLy8K+kFSci8uCuJKXibWpEUZ1csPiQa20mpDYF5KK9/ZT18B+rZ2wqoHqn5o4FpmGpTvCAADLBvvizWFteP/ufjgdjz/OJ0AkFGDdzK4Y3K5xx1x1cByHvy8/wDcnY8FxgLutGZYNaY1xXTzq1VFWUwrKJPj8aLTK3H5yd5pkN7ahxYPsEkxbdwNpBeVanWyHp+RjwuprkMg4fPy8H+bVIyHYEPJLK7Dh6kNsvf4QeZV8Ec2Mhejr64TxXT3xnJ9rgzo3a0Joch4WbLmN7OIKNLOm0qeGKlKfhOM4vLs/Entup5Iv7owuvB/jHMfhw0NR2HEzGZYmIhx9rW+9ux7Wh2sJ2Vi+L1KlYDIRCTGonTNGd3bHkHbN6q3I0ZTknFIs2HobcRlFMBIK8OkYP0zv2bzR1yS5nMNHh+nvBwCfjvHDnD78H/NlFTK88McV3MsqbnSTD03hOA43H+TiUNgjXL6XXUV1JhQAwzu4YtHAVrzOi5/kWkI2FmwNQbFYivZuNtg8t3utZXv1JS2/DJPX3kByLpXTbpsXxPs8KSmnBBPXXEdmoRh+bjbYOb8n78HpwnIJXtl8G8EPciESCrBkkC+WDvLlPelXIpbimxOx2K443ge2dcYfU7vwMnfIKCjHhDWk7m/dzAq7X+0FB8vGVf48SblEhtkbg3EjMRfNHS1wZElfrSUKYtMLsWxnGO5l0frV28EC4wI98GKAu9ausYXlEryzNxKnFN6Ly4e3xeKBrRp9rUjJLcW0v28iObcUzaxNse2VILRxabxHvaHDAnV65r8YqMstqUDQN/9CIuM0lsGejc3EvM23AQCb5/bAgDb18y7ig6ScEvwbm4WzsZm4+SBXVU7Vw8cBbwxtjV6tHHmdtESnFWDuplvILBTD2doUW+f1aJDha13I5ByW743AAUX56/x+LfDOiHa8dBksEUuxZEcoNSwQCbFmZlcM4jlIp0Qu5/DDP/H468J9AKQQem1wa4wL9Gj0Z+E4Dkci0vD5UTL5FwkF+OR5P8zs1fhJdmXSC8owftV1PMovg6OlCdbM6IpuPKknZXIOb+4Ox5GINFiYiLBzfk+td7iKSMnHh4fuVMmId21uj7EB7hjd2Z2XCVBRuQTrLiVizaVEiKVyOFubYv2sbrxO3FdfvI+VCj+/kR1d8cMEf14XcyFJuZi89gYkMg4fjmqP+f1b8rZvTSitkOLyvWycjc3EubjHqtJEkVCAsQEeeG2wL68LB5mcw3en47DmIqnEXgxwx/fj/bWi4lt/5QG+PBYDANTs5aWOvAW31ly8r/J51EXn5qsJ2XjvQCRScmmxam9hjFGd3DDG3x09fJ42nq8vYqkMe26l4PdzCcgqEkMgAN4f2Q7z+7Xk7TqXmleKqetosu1ma4a/Z3VDB3d+gkoA+dKN/fMqHuWXYUQHV6ya3rAOeg1BIpPjRmIO/onOxNnYTKQVqEt0WjpbYtGAVhjLw/2oMofCHuGd/ZGokMrh52aD9bO7wc2WX0WOTM5hqaKJlUgowDfjOmJSd/6O9Q1XHuCLYzEQCIB1M7phqB//we4nEUtl2BWcgh03kxFfyYvY1EiIQW2b4aUuHhjS3oU39cmpqHQs3xeJonIpnKxMsWp6F94qIwCao3x9XK1geWtYG7w22JfXY/+9/ZHYdSsFztamOPl6PzjpQCVfGY7jkJhdgovxj/FPTAZuJKr90Pq3ccZrg315/ZsC5CG2fG8kKmRy9GzpgLUzu2mlk2ZafhmmrruBhzmlsDEzwm9TAnlLaMdlFGLm+mBVY5ldC/gPPikRS2V4f/8d1XrCy8EcSwf54gV/j0YnzuVyDkcj0/DdqXhVwPaVvi3w3sh2vCTLlaTklmLC6uvIKCxHGxcrrJ7elbegllQmxxJFdZGVqREOLO6t9WBTuUSGDVcfYO2lRORXSiR1cLfBGH93PN+ZP2XqjcQcLN8XgZTcMpiIhPh+QmeNG4JpQlZhOWasD0Z8ZhFszY3x6+QA3oUfhgYL1OmZ/2KgDgDe2hOOA6GPMLyDC9bM6Fbrtim51AK8oEyCWb2a43OFybE+yS4WY/WF+9hyI0nVVadbc3tM6+mN4R1cG1wepOR4ZDre2ReBkgoZWjezwsY53bUq8ZcpglyrFEGuti7W+OLFDghq6djgfT4uEmPuplu486gAZsZCrJrWtcFdEOvD+bgsfHDwDtIViyRna1O83MUTE7p51qszl5KQpDx8fTwGocn5AIB2rtb4YYI/Onrwt7isTEZBOeZtvoXotEIIBdQd9rUhvo0KLkhkcry5OxzHItNhJBRg/ezuOgt2cxyH09GZ2BGcjCv3HkNpF2YkFGBAG2dM6u6Fwe2a1WuilV9agRuJufg3NhMn7qSjtILMcge0ccYPE/x5KZ18kj23UvDhoTuQyDi0cbHC71O68NJxOr2gDC/8cRWPi8QY2dEVf03TXWChOuRyDreT8vDXhQRVd26hABgb4IHJPbzRrbl9owJCeSUVeHtvBM7FUUOhpYN88dawNlpTGwHU/feTw9GQyTm0d7PBz5Ma1uWuMn+eT1B1Y317WBu8xmNjo9ooq5Bh+80k/H35ATIqebV42ptjUjcvTOjmVa+SLLmcQ0hyHg6GPcLxyHSVF6uPowV+mODPW6KgMhkF5Zj29w3cf1wCEyMhPh7dnhdlUWmFFJPX3kBkagF8HC1w5LW+WllUawLHcYhNL8KxyDRsu5GEwnLy1vKwM8fCAS3xYqBHo8ZWLpHh86PR2BlM3nFD2zfDr5MDtaYGk8jkeHd/pEplOaePD94b2a7RQe8jEWl4Y1cY5Bz0kqRQfk8n7qTjWGQaHuaovak87MwxvWdzTOru1eDAxoPsEvxwOh7HFR3Eu3jb4c9pXXgPpgL0WX759x5+VTQIG9nRFd9P8OdFaaSshBEIgG3zgrRe1qgJ8RlFWHPxPg5HpKkS50EtHLB4kC/6tHJsVPBGKpPj21NxWHeZAp/kQxyg1VL2rMJyLNgagnCFJcWkbl54b2Q72DciqHbrYS7mbbqFwnIp2rlaY8u8HryqAWviqCKxrUz6WZsa4Xl/d0zp4YVOHrb1utZzHIdr93Pw3ak4RKSS/52HnTm+G99Za8dhQlYxpqy7gcdFYliZGuGzFzrg5S4ejbpHyeQc3tsfib0hpE7eNLc7erfS3XlUWiHFmZhMHFSoUyt79/Zv44xpQd4YUs+5OEDz8asJOdh9OwWX7tKc0dPeHL9NCeTN4ujJ3zdv822EJOVBIAD+91xbLBrQSqtzSH3CAnV65r8aqEvIKsKwny+B44CjS/vWWKZRIpZi0trriHpUCH9PW+xZ2EsrpT4NJb2gDKsv3MfOWymqgJ2ZsRDdfRzQx9cJQS0c4Oduo/GYS8RSrDwZh603kgAAvVo6YvWMrjop8wXI80FpwA0APVs64NUBrTCgtXO9LoLBD3Lx2s5QZBaK4WBpgr9nddPKBbsmSsRSbL+ZhLWXHlQxLu/a3B4TunpidGe3Or0soh4V4K8LCaoyV3NjERYPbIVXB7TSun9XiViKjw5F4aAiK+lpb47lw9tiTGf3et+MSsRSvL4rHP/GZsJIKMDvUwIxspHeRQ0ls7AcRyPScCj8URWVnZutGSZ398bkHl5PeYJwHIfMQjEiU/MR/CAX1+7nIDajEJXvRr7NrPC/59pgeAdXrQa5QpLysGhbCLKKxDARCfH2c23wSr+WDVZd5JZUYOKa60jIKkZbF2scWNxbawvthhCeko/fzt5TBdUAoJm1KYJaOqK7jz06uNugjYu1Rr4wHMfhbCwF0bOKxDA1EuK78fxmW2vjQnwW3twdjrxSCYyEAkwN8sbSwb71XrTIFN4r6yspV5bpKEhXGalMjuuJOTgSnoZT0RkoUgSCREIBhrZvhmlBzdHX16na60VZhQxXE7JxNi4T5+KykFmovka62Zph8cBWmNjdS6v32vzSCvxvbwT+jaVjq38bZ3z1Ysc6OzPXRLlEhoXbQnAh/jHsLYxxYHEftNBSmX19KSqXYPvNZPx9WX0/MhYJ0LOlI/w97eDnbgMvewt42JvD3sK41muYXM7hn5gMfH0iFim5ZRAIyIj89SGtte499KQVgJ+bDb4e1xGBDby3n7yTjqU7qanRtCBvfDW2o16TFBzHISa9EEfC07DndopqHmRiJMSYzu4Y3sEFrV2sYWduDHMTEcRSOSqkcpRWSJFfKkF+mQT5pRUoKJPgUX4Zbj/MQ0hSHgBKdszv3xL/e64tr4rK6th+MwmfHYmGRMbBt5kVfpkU0KjE4vm4LMzbfAtyjsrYlgxqfAMCPknOKcWqi/exLyQFEhlNDGzNjTGgjTN6tHBAoLcd2rpYaxyAeJBdgnf2ReDWQ/ruFg9shbefa6sTby+xVIavjsWq1gBWpkaY1tMbc/u0qJdfGsdx2HYjCV8ci4FExqG7jz3+ntVdZ2sJgAJD224kYeuNJJUKHCAl15Qe3ngxwL3WuYNMzuF8XBb+OJ+gCl5amoiweJAv5vVtoXX/z8zCcry2IwzBD0m5GdTCAR8/79egc6lCKsebe8JxPDJd4ffZRWue4JqQW1KBU1EZOBLxCDcf5Krm0642Zpjcwwsvd/GEp7256nosl3PIK63Aw5xSPMguwYPsYjzILkFcehESs0tU+xUJBZjSwwvLh7fT6rEmlsrw2ZEY7Aym8ue+vk74dnxnrfk76hMWqNMz/9VAHUAtyQ+Hp6GThy0OLu791E20QirHK1tu49Ldx1r10+KDjIJy7AxOxqHwR0jKqdotyFgkgJ+bDQK87BDgbYcAL3v4OFpUmZCWVchwOPwRfvn3nkolsWhgK7w1rI3WJ3VPkldSge//icfe2+pJj5eDOSZ398bEbl61qpVKK6T47WwC1l1OhEzOoZWzJf6e1V1vC6YKqRzn4rKw93YKzsdnqdRc5sYijOzoivHdPNGzhaNqMZtdLMb5uCwcDHuEa/dzAAACATChqyfefq6t1oxla+J4ZDq+OBatWki3dLbEq/1bYmygZt5UD7JLsHBrCOIzi2BiJMTq6fz7CzWUhKwi7L2dWmVBJBIK0LqZFdztzCEUCJBbIkZyblm1XSJbN7NC71aOeCHAHV287XW2wMsqLMe7+yNxXqE26+Rhi0/H+NVbeZRVVI45G0k56Wpjhr0LG95BTttEpuZjy/UknI7KQJH46a57nvbmaOdqg3au1mjtYgUvBwt42VvA3ESE/NIK3H6Yhx3ByQh+QBNePhaPDSGrqBwfHozCmRhqEmRiJMSL/u6Y06eFRp6AWYXlWL4vEhcVWeN3RrTF4oH6X7SWS2Q4cScdu4JTVIsKgK7bQS0c4aq4bmUWliM2oxBx6UWQVsqmW5kaYURHV4wL9EDPlo46WZACai/L707Fo0Imh5mxEIsG+OKVfi3qFbAuEUvx6tYQXEnIhqmREDvmB6Frc/6VgI2lXCLD7lsp2HojCQlZxdVuY2EigrO1KZysTOFkZaL4aQqhQIC0/DJcvZ+N1Dxa9LrZmuG78Z3Rr7VurUDOxmZi+b5I5JZQA40XA9yxdJAvWtejhGvL9Yf47Eg05ByVpH8/vrNBKSLKJTIci0zH5msPcacRXSwFAmBgG2e8M6Kd1hqaVEdoMiWVMgvFEAkFWDigJV4b3LrewY3z8Vl4dWsIKqRyTOjqie/G89vllU/SC8qw9lIiDoQ+UimDlZgbi9DZ0xadPGzRwcMGfm62aOVsWWXdkZJbii3XH2LL9SSIpXJYmojw/QT/RjdlaQi3Hubik8PRiE2nhKaRUICh7V0wNci7xgSMkszCcnx6OFrlETaqkyt+nBDAu2ezpsjl5DO461YyTkZlqEQN5sYijO7shnGBHgjwsoOlqRGKxVJEPyrApXuPcTD0kco+wNRIiMndvbB0cGutVEzUhFQmx9rLifjt7D2US2jcz/m5YNmQ1hrPX7KKKOB380EujEUC/Do5UC/HVE0k55RiR3Ay9txOUV3TAboXWZkagQOtCyvPGZ6kpZMlRnR0xUQt+lBXx67gZHx2NBrlEjmsTI3w/qh2mNzdW2dzGF3AAnV65r8cqMsqKseQHy+iqFyK2b198OkYP9UEoLBcgiWK7o3mxiLsXNCzXi2d9QXHcbibWYyrCdm4dj8Hocl5VS58SmzNjeHlYA57CxMUlUsRk16ounl5OZjjq7Gd9OLDV5m0/DL8ffkB9oWkqMp2jEUCPNfBFeO7eiKohQMsTIzAcRweZJfgxJ10bL6ehMdFFFQZF+iBr8Z2NBiFUFZhOQ6EPcLe2ym4/1idAbI2M4KzlSmKxFLV2AEKGj3f2Q2LBrbSijegppRVyPD35USsu5yo+h6crU0xLcgbE7p5VZtBKquQYfP1h/jl37sol5Bv2+rpXQx28XoqKgPbbiThtkJ98CTKAF6gtx16tXJCz5YOOinfqAmO47Dndgq+OharClw939kNy4a01shvJDqtAAu2hKi8CHe/2gu+zbRnns4X5RIZQpPzcOtBHkKT8xCXUVhFjVUXJkZCzOnjgzeGtNHbogGgjrDfn45TlbMDQHcfe0zo6oVRnd2eKhUrl8iw42Yyfj17DwVlEpgaCfHjRH8839ldxyOvm7uZRdhxMxn7Q1KrDaoq8bAzx5D2zTCkvQuCWjjorDtpdSQ+LsaHB6NwPZGSI05WJlgyyBeTu3vXeZwkZBVh4bZQJGQVw9JEhPWzu6NnIywbdEVCVhGuJ+biTmo+7mYW41F+WZX7T23YmBlhRq/mWDzQV2/316yicnx3Kh77QlJVzw1t3wyze7dA71aONQYScksq8NmRaBxRNH6a2M0TK17qbLALK47jEJ6Sj923UhCRWoCH2SUok8iqbGNuLIK9hTFsLUxgZ24Me0tjOFiaoLOnHfr4OulN5ZFTLManR6JVHWZdbczw5rDWeLmLp0bqsp3Byfj0cDQqZHIM83PBn1O76KwbeGOQyuQIS8nH5buPEZaSj/Dk/GqvhSZGQjR3sICFiQg5JRWqADhACp0VL3XSa/JM2fBp9cX7KnUfoE6cjw30UB1bHMfh/uNi7Lmdiu03klBSIYNIKMB7I9rhlX4tDCa4mldSgQNhj7AzOPmpZIWRUPBUMMjGzAhTgrzxSt+WOg3QPUlqXim+Px2PIxFpKvVZz5YOmN27BYb5Ve9lqfS2/vJYLLKLxbA0EeGv6V31vrarCbGU5uLbbyYjJCmvSmmsEndbM7RwtkQLJ0u0cLJCK2dL+HvaNao8u7EkPi7G8n2RKvVyRw8bfDOuk1YbzOgSFqjTM//lQB1ApQ+LtocCoKzPhG5eSM0txV8X7iO9oBwWJiKsmdFV5xljvuA4Dim5ZQhLyUNESgHCU/IQlaYOylXG094cs3r5YEav5npdND1JWYUMxyLTsP1mskp+DlDwxMHSBOUVsiqTIE97c3w2poNODKEbAsdxCEvJx97bqTgWkVZl7AIB+fON7uSGsYEeBqVwKhZLsSs4uYo3lUAA9GnlhN6+jvCyt0C5RIbI1AKcuJOOHEWAuHcrR/w0MaBevlX6Ii2/DDFphchVZO8cLI3hZmuOtq7WBnVOKHlcJMaP/8Rj9+0U1eRtmJ8LZvZqjt6tnJ6avBWUSfD35USsvngfEhkHH0cLbJzTw2BK9BpCXkkF4jKKEJdRiPiMIiQ+LkFqXinSC8vBcRTcb+Vshec6uGJS9+oDy/oiNDkPG648wMmoDNWk1MJEhL6+TmjjYg2hUID7WcW4dPex6jrR0cMGP04I4MWfUJuUVkhxNSEHUY8KUFAmgZzj0MzaFD5Olgj0toe7rZnBLN4Aui4fjUzHj//Eq1TptubGmNzDCxO6kr9o5fFmF4ux8eoDrLv0ABUyOZpZm2LNjK4NLsM0BMolMmQUlONxsRjZRWJkF4vxuEiMx8UVADg4WprC38sOfXwdG+2Dyxd3Ugvw5/kEnI7JUF0DvRzMMaEreY+2cbGGnONwL7MYx+6kYfuNZBSLpRAJBVg+vC1e7c9foxJdIZHJUS6RwcRICBOR0ODHfyoqHV8ei1UZ8HvYmWNmr+aY3N272m6TqXml+Pp4LE5GkSJrdGc3/DIpQOfVHXwhk1MQKyw5DzFphYhJL0RMWiFKKqoGXIUCoGdLRyzo3xID2jgb1Pcan1GEncHJ2B+aqrI5ACj4amdhjOxiMbKL1aKAAC87fDOuk9a7xzcUjuMQmpyHXcEpuJKQrfKUBigRHdTCAcM7uGKYn4tBzf0Ssorx+7l7OBaZrpozeNiZY0RHV/TxdYSHnQVKK6QIV6wxYhSKyLYu1vhrepcG+WTrgwqpHKl5paqkhKOlKewtjQ3KeqoyMjmHzdce4uczd1EklmLfwl5a8dfVByxQp2f+64E6ANh6g/w0nozeN3e0wO9TAp+ZqLiSCqkc97KKkFFQjrxSCaxMRfBtZo1WzpYGNTGojpi0QuwMTn6qo52xSIBuzR0wqbsXRnVyaxJZV4AySEk5pcgtqYCFiQgtnCw18tvSJxVSOU5GUZmbUoFSHZ725nh9SGuM7+pp8MdVUyc6rQC/n626WHW2NkXvVo5orVDKxWYU4UJclmpxMLyDC1a81Flr3df0jUQmh0zOwVgkNFi1jJLMwnLsD03FvtupVfxWKuNhZ47Fg1phYjevJrtgbQpIZHLsuZ2C1RfvV/E18nawgJ+bDSxMRUhVJL+U1gz92zjjRy01kWFoRuLjYmy8+hCHwh9VCSRUR3s3G6x8qZPWu44z1JRLZNh2IwmrLtxXJfFMREL09nVEUAtHNLM2RV5pBW4k5uB8/GPI5BxEQgHeGtbmmTRql8s5JOeWIjWvDGUSGewsjNG6mRXsLAz7fqxMnO++lYKwlPwq6yYTkRC9Wjlidm8fDGxrWIHGuigolaCkQgobc2Nemp9om7T8Mmy7kYSdwckq65bqMDMWYslAX8zv39KgAo7PKtnFYvwbk4nJPfjrSq5vWKBOz7BAHRGZmo91lx8gLr0Q9hYmeK4DeTEYStaYURWO45BVRNl+cxMRPOzM2U1IDyTllOBsbBZCkvPwWGHQ38LJEgPbOqN/a2deW9Yz6iYhqxibrj3Asch05NcweWvdzApvDWuDER212/iCUX+UZW63H+YhObcUMo6Dp705evg4oIt347rdMuqHTE5lXztuJuFqQg4qZE+r0P09bbFooC+Gd3Bh55KBUFYhw8modByJSENIUp4qaGdtaoTevo54qYsnhrV3YeeSniiXyHAkPA0brz1U+Z9VRx9fR3w02k+nvnqM+lEsliI+owjFYikcLEzQqpklWzPpmHKJDOfjsvBvbBai0wqQUVgOMyMRWrtYYUAbZ4zv6mnwwV+GYcMCdXqGBeoYDAbj2aJCKsfNBzkIS87Ho7wyyDkOXg4W6NvaCQGedmyRymDUg2KxFLce5uLB4xJIZHI4WJqgS3P7JlNG9F9FLudQJJaC4zjYmtfezZahexKyinEmJhNxGWQ3YW1mhA7uthja3sXgS/sZDAbjvwAL1OkZFqhjMBgMBoPBYDAYDAaDwWAA9YsTsRoqBoPBYDAYDAaDwWAwGAwGwwBggToGg8FgMBgMBoPBYDAYDAbDAGCBOgaDwWAwGAwGg8FgMBgMBsMAYIE6BoPBYDAYDAaDwWAwGAwGwwBggToGg8FgMBgMBoPBYDAYDAbDAGCBOgaDwWAwGAwGg8FgMBgMBsMAMNL3AJ5FOI4DQO13GQwGg8FgMBgMBoPBYDAY/12U8SFlvKg2WKBOCxQVFQEAvLy89DwSBoPBYDAYDAaDwWAwGAyGIVBUVARbW9tatxFwmoTzGPVCLpcjLS0N1tbWEAgE+h5OoyksLISXlxdSUlJgY2Oj7+EwGE0adj4xGPzAziUGgz/Y+cRg8AM7lxgMfngWzyWO41BUVAR3d3cIhbW70DFFnRYQCoXw9PTU9zB4x8bG5pk5SRgMfcPOJwaDH9i5xGDwBzufGAx+YOcSg8EPz9q5VJeSTglrJsFgMBgMBoPBYDAYDAaDwWAYACxQx2AwGAwGg8FgMBgMBoPBYBgALFDHqBNTU1N8+umnMDU11fdQGIwmDzufGAx+YOcSg8Ef7HxiMPiBnUsMBj/8188l1kyCwWAwGAwGg8FgMBgMBoPBMACYoo7BYDAYDAaDwWAwGAwGg8EwAFigjsFgMBgMBoPBYDAYDAaDwTAAWKCOwWAwGAwGg8FgMBgMBoPBMABYoI7BYDAYDAaDwWAwGAwGg8EwAFigjlEnf/75J3x8fGBmZoagoCAEBwfre0gMht5YsWIFunfvDmtrazRr1gxjx45FfHx8lW3Ky8uxZMkSODo6wsrKCi+//DIyMzOrbJOcnIzRo0fDwsICzZo1w/LlyyGVSqtsc+HCBXTp0gWmpqbw9fXFpk2btP3xGAy9sXLlSggEArzxxhuq59i5xGBozqNHjzB9+nQ4OjrC3NwcnTp1wu3bt1WvcxyHTz75BG5ubjA3N8fQoUNx7969KvvIzc3FtGnTYGNjAzs7O8ybNw/FxcVVtomMjES/fv1gZmYGLy8vfPfddzr5fAyGLpDJZPj444/RokULmJubo1WrVvjyyy9Ruf8iO5cYjOq5dOkSxowZA3d3dwgEAhw6dKjK67o8d/bu3Yt27drBzMwMnTp1wokTJ3j/vFqFYzBqYdeuXZyJiQm3YcMGLjo6mps/fz5nZ2fHZWZm6ntoDIZeGD58OLdx40YuKiqKCw8P50aNGsV5e3tzxcXFqm0WLlzIeXl5cWfPnuVu377N9ezZk+vdu7fqdalUynXs2JEbOnQoFxYWxp04cYJzcnLi3n//fdU2iYmJnIWFBffWW29xMTEx3O+//86JRCLu1KlTOv28DIYuCA4O5nx8fLjOnTtzr7/+uup5di4xGJqRm5vLNW/enJs9ezZ38+ZNLjExkTt9+jSXkJCg2mblypWcra0td+jQIS4iIoJ74YUXuBYtWnBlZWWqbUaMGMH5+/tzN27c4C5fvsz5+vpyU6ZMUb1eUFDAubi4cNOmTeOioqK4nTt3cubm5tyaNWt0+nkZDG3x9ddfc46OjtyxY8e4Bw8ecHv37uWsrKy4X3/9VbUNO5cYjOo5ceIE9+GHH3IHDhzgAHAHDx6s8rquzp2rV69yIpGI++6777iYmBjuo48+4oyNjbk7d+5o/W/AFyxQx6iVHj16cEuWLFH9XyaTce7u7tyKFSv0OCoGw3DIysriAHAXL17kOI7j8vPzOWNjY27v3r2qbWJjYzkA3PXr1zmOo5uYUCjkMjIyVNusWrWKs7Gx4cRiMcdxHPfOO+9wHTp0qPK7Jk2axA0fPlzbH4nB0ClFRUVc69atuTNnznADBgxQBerYucRgaM67777L9e3bt8bX5XI55+rqyn3//feq5/Lz8zlTU1Nu586dHMdxXExMDAeAu3XrlmqbkydPcgKBgHv06BHHcRz3119/cfb29qrzS/m727Zty/dHYjD0wujRo7m5c+dWee6ll17ipk2bxnEcO5cYDE15MlCny3Nn4sSJ3OjRo6uMJygoiHv11Vd5/YzahJW+MmqkoqICISEhGDp0qOo5oVCIoUOH4vr163ocGYNhOBQUFAAAHBwcAAAhISGQSCRVzpt27drB29tbdd5cv34dnTp1gouLi2qb4cOHo7CwENHR0aptKu9DuQ079xjPGkuWLMHo0aOfOt7ZucRgaM6RI0fQrVs3TJgwAc2aNUNgYCDWrVunev3BgwfIyMioci7Y2toiKCioyvlkZ2eHbt26qbYZOnQohEIhbt68qdqmf//+MDExUW0zfPhwxMfHIy8vT9sfk8HQOr1798bZs2dx9+5dAEBERASuXLmCkSNHAmDnEoPRUHR57jwLcz8WqGPUSHZ2NmQyWZUFEAC4uLggIyNDT6NiMAwHuVyON954A3369EHHjh0BABkZGTAxMYGdnV2VbSufNxkZGdWeV8rXatumsLAQZWVl2vg4DIbO2bVrF0JDQ7FixYqnXmPnEoOhOYmJiVi1ahVat26N06dPY9GiRVi2bBk2b94MQH0+1Dany8jIQLNmzaq8bmRkBAcHh3qdcwxGU+a9997D5MmT0a5dOxgbGyMwMBBvvPEGpk2bBoCdSwxGQ9HluVPTNk3p3DLS9wAYDAajqbJkyRJERUXhypUr+h4Kg9HkSElJweuvv44zZ87AzMxM38NhMJo0crkc3bp1wzfffAMACAwMRFRUFFavXo1Zs2bpeXQMRtNhz5492L59O3bs2IEOHTogPDwcb7zxBtzd3dm5xGAwdAZT1DFqxMnJCSKR6KkOe5mZmXB1ddXTqBgMw2Dp0qU4duwYzp8/D09PT9Xzrq6uqKioQH5+fpXtK583rq6u1Z5Xytdq28bGxgbm5uZ8fxwGQ+eEhIQgKysLXbp0gZGREYyMjHDx4kX89ttvMDIygouLCzuXGAwNcXNzg5+fX5Xn2rdvj+TkZADq86G2OZ2rqyuysrKqvC6VSpGbm1uvc47BaMosX75cparr1KkTZsyYgTfffFOl/GbnEoPRMHR57tS0TVM6t1igjlEjJiYm6Nq1K86ePat6Ti6X4+zZs+jVq5ceR8Zg6A+O47B06VIcPHgQ586dQ4sWLaq83rVrVxgbG1c5b+Lj45GcnKw6b3r16oU7d+5UuRGdOXMGNjY2qoVWr169quxDuQ079xjPCkOGDMGdO3cQHh6u+tetWzdMmzZN9ZidSwyGZvTp0wfx8fFVnrt79y6aN28OAGjRogVcXV2rnAuFhYW4efNmlfMpPz8fISEhqm3OnTsHuVyOoKAg1TaXLl2CRCJRbXPmzBm0bdsW9vb2Wvt8DIauKC0thVBYdYksEokgl8sBsHOJwWgoujx3nom5n767WTAMm127dnGmpqbcpk2buJiYGG7BggWcnZ1dlQ57DMZ/iUWLFnG2trbchQsXuPT0dNW/0tJS1TYLFy7kvL29uXPnznG3b9/mevXqxfXq1Uv1ulQq5Tp27Mg999xzXHh4OHfq1CnO2dmZe//991XbJCYmchYWFtzy5cu52NhY7s8//+REIhF36tQpnX5eBkOXVO76ynHsXGIwNCU4OJgzMjLivv76a+7evXvc9u3bOQsLC27btm2qbVauXMnZ2dlxhw8f5iIjI7kXX3yRa9GiBVdWVqbaZsSIEVxgYCB38+ZN7sqVK1zr1q25KVOmqF7Pz8/nXFxcuBkzZnBRUVHcrl27OAsLC27NmjU6/bwMhraYNWsW5+HhwR07dox78OABd+DAAc7JyYl75513VNuwc4nBqJ6ioiIuLCyMCwsL4wBwP/30ExcWFsYlJSVxHKe7c+fq1auckZER98MPP3CxsbHcp59+yhkbG3N37tzR3R+jkbBAHaNOfv/9d87b25szMTHhevTowd24cUPfQ2Iw9AaAav9t3LhRtU1ZWRm3ePFizt7enrOwsODGjRvHpaenV9nPw4cPuZEjR3Lm5uack5MT9/bbb3MSiaTKNufPn+cCAgI4ExMTrmXLllV+B4PxLPJkoI6dSwyG5hw9epTr2LEjZ2pqyrVr145bu3Ztldflcjn38ccfcy4uLpypqSk3ZMgQLj4+vso2OTk53JQpUzgrKyvOxsaGmzNnDldUVFRlm4iICK5v376cqakp5+Hhwa1cuVLrn43B0BWFhYXc66+/znl7e3NmZmZcy5YtuQ8//JATi8Wqbdi5xGBUz/nz56tdJ82aNYvjON2eO3v27OHatGnDmZiYcB06dOCOHz+utc+tDQQcx3H60fIxGAwGg8FgMBgMBoPBYDAYDCXMo47BYDAYDAaDwWAwGAwGg8EwAFigjsFgMBgMBoPBYDAYDAaDwTAAWKCOwWAwGAwGg8FgMBgMBoPBMABYoI7BYDAYDAaDwWAwGAwGg8EwAFigjsFgMBgMBoPBYDAYDAaDwTAAWKCOwWAwGAwGg8FgMBgMBoPBMABYoI7BYDAYDAaDwWAwGAwGg8EwAFigjsFgMBgMBoPBYDAYDAaDwTAAWKCOwWAwGAwGg8FgMBgMBoPBMABYoI7BYDAYDAaDwWAwGAwGg8EwAFigjsFgMBgMBoPBYDAYDAaDwTAAWKCOwWAwGAwGg8FgMBgMBoPBMABYoI7BYDAYDAaDwWAwGAwGg8EwAFigjsFgMBgMBoPBYDAYDAaDwTAAWKCOwWAwGAwGg8FgMBgMBoPBMABYoI7BYDAYDAaDwWAwGAwGg8EwAFigjsFgMBgMBoPBYDAYDAaDwTAAjPQ9gGcRuVyOtLQ0WFtbQyAQ6Hs4DAaDwWAwGAwGg8FgMBgMPcFxHIqKiuDu7g6hsHbNHAvUaYG0tDR4eXnpexgMBoPBYDAYDAaDwWAwGAwDISUlBZ6enrVu858I1P3555/4/vvvkZGRAX9/f/z+++/o0aNHjdv/8ssvWLVqFZKTk+Hk5ITx48djxYoVMDMz0+j3WVtbA6AvwMbGhpfPwGAwGAwGg8FgMBgMBoPBaHoUFhbCy8tLFS+qjWc+ULd792689dZbWL16NYKCgvDLL79g+PDhiI+PR7NmzZ7afseOHXjvvfewYcMG9O7dG3fv3sXs2bMhEAjw008/afQ7leWuNjY2LFDHYDAYDAaDwWAwGAwGg8HQyB7tmW8m8dNPP2H+/PmYM2cO/Pz8sHr1alhYWGDDhg3Vbn/t2jX06dMHU6dOhY+PD5577jlMmTIFwcHBOh45g8FgMBgMBoPBYDAYDAbjv8QzHairqKhASEgIhg4dqnpOKBRi6NChuH79erXv6d27N0JCQlSBucTERJw4cQKjRo2q8feIxWIUFhZW+cdgMBgMBoPBYDAYDAaDwWDUh2e69DU7OxsymQwuLi5VnndxcUFcXFy175k6dSqys7PRt29fcBwHqVSKhQsX4oMPPqjx96xYsQKff/45r2NnMBgMBoPBYDAYDAaDwWD8t3imFXUN4cKFC/jmm2/w119/ITQ0FAcOHMDx48fx5Zdf1vie999/HwUFBap/KSkpOhwxg8FgMBgMBoPBYDAYDAbjWeCZVtQ5OTlBJBIhMzOzyvOZmZlwdXWt9j0ff/wxZsyYgVdeeQUA0KlTJ5SUlGDBggX48MMPIRQ+Hds0NTWFqakp/x+gKSEuArLigNxEwLEV4NEV0MAkkcFgMJoE4iKgMA2wcAIsHfU9GgaDwWAw1MgkQHokUJoDOLcF7Jvre0QMBoPBaATPdKDOxMQEXbt2xdmzZzF27FgAgFwux9mzZ7F06dJq31NaWvpUME4kEgEAOI7T6ngNnkvfA2Z2QI/56udSgoGbq4GYI4Bcon7eqycwYSNg467zYTIYDAYvyOVA/HEgeC3w8CrAyej5FgOAMb8ADi31OjwGo0khlwExh4A7+4H0cEAoonNpwLuAnZe+R8eoDZkEyIoFODng0gEQGet7RAwlRZlAyEbg9gaguJIwodMEYPRPgJmN/sbGYDRFOA4oLwCMLQAjE32PhvEf5pkO1AHAW2+9hVmzZqFbt27o0aMHfvnlF5SUlGDOnDkAgJkzZ8LDwwMrVqwAAIwZMwY//fQTAgMDERQUhISEBHz88ccYM2aMKmD3n2TfPCBqHz3uNAHYPh5IvVV1GytXwN4HyIgEUm4A658D5p8DrJrpfLgMRpMkK44C36m3aXLdeRIQOAOoRsnL0CIcB8QeBc59BWTHq583s6XJ24OLwLrBwOwTgIuf/sbJqJvse0DcMaCiFGg5EGjem6m9dY1cTgG6CyuA7LtVXwvbSt/PtP2AZ1e9DI9RC5IyIHgdcP1PoDiDnrPxBJ7/CWgzXL9j+6/zKBS4sQqIPqhOlJvbAzYeQGY0cGcvkJcEzDwEmFjqdagMDZDLgfJ8EkSwOZ9+qCgFrv8BhGwCCh9RoM5/MjD0M5r/MXSLXA5E7Qfu7AEm7wREz3zY6ikE3H9AJvbHH3/g+++/R0ZGBgICAvDbb78hKCgIADBw4ED4+Phg06ZNAACpVIqvv/4aW7duxaNHj+Ds7IwxY8bg66+/hp2dnUa/r7CwELa2tigoKICNzTOSyfqslgtUx/FAn9cBt870/7yHwNZxVAbbvA8w6yhlzhmGSXEWcPoDIP4kYGIFBEwB+r8DmFjoe2T/HcTFwMVvgRt/AXJp1dfavwC8vJ5l9XRFWhhw+kMg6Sr939QW6D4P6DKDFHR5ScDeWbSdnTfw6mXA3E6vQ2ZUg7gIOL+CAt9KJSRAiaYX/wSM/uN2Fbri/nng30+B9Aj6v7k90G0e0Po5QFIKnP2cziULJ2DBBaasMxRKcoCYg8Dln2jBCtC1EBwgLgQgAMZvADq+pM9R/jdJDQEurgTu/aN+zisICHqV5gsiY6p22T6BAj8B04Gxf+ptuIw6kEmBa79R0LUkC7BwpDVVr9dYwE5XcBwlk/75GCioxmfetTMw6wjdvxi6ISUYOPE/9dzhxb+AwGn6HRNP1CdO9J8I1Oma/1SgbtI2oP2Yp5/PvgesHQRUFAGjfqhaLsswDDgOiNwNnHoPKMur+ppnd2D6/qaVQcpPBq79DmREAY4tgZ6LqUTHkOE4IPYIcOp99WKozUggcDqQcw84/w0gqwC6zwdG/6DfsT7rFKYBZ78EInYC4AAjc6D3UqD3a0+fB6W5wLpBlJToMgt44Td9jJhRHXI5BRhOfwQUpdFzrQZTIChqPwXt/F4EJmxmyjptkhYG/Ps5kHie/m9iTedSz0VVS/HExcDGkaTEbzUYmH6AfS/6oiiDbExij1CigpPT87ZewMD3gE4T6bnjbwPh2wCRKfDqRaBZe/2O+79C8WPgnw9p3gYAAhHQaTwQtBDw6PL09g+vAJueB8ABU3YBbUfqdLgMDchOAA4uAB6FPP2a/xQKTjSlYF1RJhC+neZT7oGUGDPkJLNMQufJpR+ApCv0nI0nMPRToN1oqm7ZNxcozaa5+ZSd7P6kbYofA2c+ASJ20P9NbShw3XPRM6MMZoE6PfOfCdR9ml/7BSt4HUXDTW2AZeHPpgF7SQ4tRB5cArJiAAiotKrXUsDKWd+jq5mc+8DJd4GEM/R/107AiJVkQnxkGWVhWz9Hk7umoIaMP0U3U0mJ+jmRCTDmVyBgqv7GVR1SMZWsJF0Fog4AWdH0vJ03MPJ7oO0I9bZxJ4BdU+hxU5toZ8WSZ05hGh1fXWcD1tU38dErMimVOlz8lhQ+AJUcD/kEsPWs+X0PrwKbRtHjeWcArx7aH6u+4Di6NgiEgIWDvkdTFZmUrr1poUBaOJB4Ach7QK/Zt6BEUeuh9P/754Adkyj4PeJboOdCfY26/sQcAa7+Sp/NuR3Qe1nVa4WhkBFFJa5xx+j/QmOg+ytA/+U1zwGyE4DVfQBpOTBuLeA/SXfj/a/DcXReXPsNSLwIoNKSwLUzlX11mwcYm6mfl8voPEo4Q9vMP9/0SpLKCyhBaePRNPz24o4DhxbT3AwCmtf0/1/dPqn/fEzfrX0LYMnNZ1NJLCkHUoPp+M17ABibA77DSF1oqEGuilLg9nrg3NeAtIzUqiO+AfzGUpnf8f9RUmnQh8CAd/Q9Ws14FAJsn0hBLSXO7YGpu8gWyVCQiknpHXsEiD+hFioYmQF93qCgUOWKorRwsnKSiYEXfge6zNTHqBsGx5FNVWYUYO0OtBpk2NeA+JPA4aXqYyhwOjDkM8NeTzcAFqjTM/+JQN1nBXW/Ry4D1g6kTHnvZcBzX2plaFqjLA+IPQY8jqMsssiYLuQiEyoXTQulbAuqOYUsnYFp+wD3AF2PuiocR6qf3ESgIJVUZxmRNDGXS+mzDHiXbkzKyWpaGLBhBC2aRqykLIYhE7oVOLqMviOvnkDXWUD0IeDeaRhMeU55ARC+gybbKcF0w1dibEl/435vV19ufPpDCiTZeQNLgmkSaujEnQD2zKhaxmtqQ8bWnSfob1xPkp0A7JtD5wRAx8/wbzT3yjq0hJQlzfsCs481rUxrfjIFinMT6ZiydqNjzK45YGoFFKVTQPlRCE30lCblTm2BwR8Bfi/od/wPr1KTj3v/qAOsSkxtKFnS5/WqAQYAuLkWOLmc1EBLgw1rAVEdHAec/QK48tPTr3V/hQKOhhAkERfTOIPXAuAoqNtpAjDwfcChRd3vv/QDcO5LwNYbeO22YS8mnuT+eeDOPjpHrFzo+uHdmzpvPnlNkMvJ683ITP9B7+Is4PCSqiWUnt1Jcdp+TO3nRlEG8FdPmic9/zPQba7Wh8sLRZnA8bfoXgyOrhWdJ1HQyxATSU+e/66dqZGRh4b3KHER8Hs3OuaGfwP0WqK1oWqFvIc0D89PBoRGpKgxtSLvsKIMmocnXaP56pO0HAhM3KL/ypCiTCDlJs0zHseRF3FuYtXmVGP/qpoYDNtG5yYEwPyzmn/f+uLev8CemZQsd24H+A4l5WfJY5pbzDujf1uD3AeU7IraryjfV2DhSNe7fm/THKg6rv0O/PMRbftaSNMogS3NBfbPo/WeEisX4LmvSYlrSPNVuYySCjcUJfrNOlClimc3/Y5LS7BAnZ555gN1o3+kBYIm3D0N7JhIZWSvRwDWLtoZH9+E7wBOLAcqiuvetlkHylJ4dqdMzZWfgcexdEFccEE/nW/FxcCtdaRoyk+ufhvfocDwFYBzm6dfu70BOPYmfW+Lr2u20NI1HEeeHqffp/8HTgee/4UCjhxH5Tm319NnmH9Wf2WwMUeAo68DZbnq5yydSXnp048Ws7V5nFWUAH/0AApTgUEfAQOWa33IjeLBZWDbyxSMbDmIlJl39lAAGAAGvEdlVPqeJCReAHbPBMQFZN48YgWVmtRnXPkpwO9d6bNOPwD4DtHWaPnl5hqaFFUOGNeXYV9QIEzXlBfQ+RR9UP2cqQ2V2bgH0M/Wz9VcIsFxwJYXSAXdfgzZNxgyl76npiYAZfv9XqTPfu13ABx9hvEb9asKKkglJYVSHdxhHAXonNtqvo+KUuD3LhQgbipqR5kUOPYGNcSoDgsnUtqaWgMl2XQvzk8iRScAuHQi5W6b53Q2ZBUZUcC2lyi4KDKhOV2PBfW7199cA5x8B7BsBiwLpc9pyBSmAX8PVdtMiEzU34WxJZVm915qOJ9DLqPjK3QL/b/nEmDY5/U/10M2UzLTypXm4U8mLwwRuRw4/zUFKJUl2LVh5UIBL/cACuDdWk9Bo1aDKWmuj8qQzBjy4Lx7GtUm9O2aU4A4YHr1yr/982nu5NIJWHDecJWf4TuBI0spMdtyIN1TTa3pfNs6joKTLh2Buaf0d24Fr6Okt3LOY+1G9872YyipUleySyYBVvelz9IUhCfiIoWlxB1KCvn0peNRaQfS7nmqOLJ00u84AVo3751N6kaAkqyDP24a16kGwgJ1euaZC9RxHPC5nfr/H2ZorurhOGD9MFJkNIWLGwDc+puCPADQzI9uPEamdKGWikmmbm5Pku6WAwFbj6rvLy8kRVpWNMnvp+3VbVAiPZLM7nMT6f8iE8DRl0o87LxpIt76udoXUXI5LWYfXqbygUk1LES0TVEmSbal5XSzMbOlRXlJFnD9LyD+OG3Xcwkw/Ouqf2e5HNgxAUj4lz7/ggu6nyQo1TsA4NiavBpbDgKcWtfvmLizjzJjZrbA65GG27zgUSiw+QXypmw7mrLZIiNacJz7Sq0KCJhGQVV9eZckXaMJpLScTLgnbm14EuHU+9QExKcfqeoMnWt/kM8RQBPUlgOos2NROgUS8pJogWPhBLh2BDy6UbDBzZ8WtRe/I4UnAEzdo9vOj4XpwJYXqROvQEQNPrrOIZVJfUqcMmNo0s3JqHOvTx/tjbkxKO0jgKfVMLHHSA0qq6DA2Et/60dZV/wY+HsIBaCsXIBxq2lx3BBub6TAhI0H2WUYsrcRQDYRoZvpWOw6m3zCch+Qeib1VvUqH4C2r9zgZPRP1LBGV2RGA5tGkxrOuR0wYVPDfOakFcBfQTTXGPwxBR0MFakY2DgKeHSb5gMTt9Jnf3CRAkKpt2g7S2cK2HV4iRRO+kwonXyXmuEIhFRyFzi9YfuRVgC/BVKyrz6Jdn3BcZQoDtlI/2/RnxRlnJwSl+JiSqJbNSOFd8sB9F1W/q4ehdIxLikFhn4O9H1Dt58heB35PyurClw6UhKpmR/QrB2N19qt9uOrJBv4oxudpyO/B4IW6GbsT8IpGsgIhBTQVt5rxcVkc6CcD3SaQJ56la/b+SnAusE0Z2//As0JdX1OnV9BzVcACub2e5vma/Uti1YKT4wtgDfuGEaQqzrkMmDnZFJKWzoDM48ALn50Hbj6C83h5BJ67YU/9GuhIZMC+2YDsUdpjTduNc1nnnFYoE7PPHOBOpkU+LKSt4wmZa+ViT9JFw0zW+DNGJKtGyrJNygLwclJLTLks4Z5XDy+S547sgoyLe8wlu+RVs+jEGDLOFIJ2XgCgz8kBUZDDDgzY+gzcHJg7mnAuyf/462JvIfAyfeAu6dQbSZSidCI2qb3Wlr9zb8kB1jTjzLonScDL63R0oCrobK/XNBCYNiXDV94ymXAqj6k1Bz4PinSDI3MGGDz8+Rl5tOPsthPZsRub6QgOCfTX1lKwSM6rsvygNbDKQjdmDK7glTgV3+akM8/X72pt6GQfBPYOILO6UEf0cK6IZPmE8upxNHKFVh6q2pzAG1Rlk/X5qwY8lqZvK1x5UDH3iTlsD4DrBxX898/ZDMpB8GRCnXQ+09vc/c0sGsaTbo7vgyMW6Nb1YVMSt9JqqKEeNaxxpU3ScXAL52pTG/saupAbqhE7gEOzKfF68QtTzfVUnqRZtxRJPcc6G9j34ICQOUFlLy4vR6AgDoKtuiv/XGX5gJrB1BQ3qMrKYEbk/iJ2E1m+JbOtHg1RGsGjgOOvEbKRzM7StpVVg4qOz6e/RLIva9+3tyBtrPzpn+thtB3pItAg7KqAaCu753GN25/yqShXXNgWZhhew+HbqHvSyCkDt0N9RlWlo8amZM/n31zfsdZE5d/IiUdQAnLYV8ATr4N25dSOGDpTMkLXa6fcu4Dl3+s6uMGASXLTa1pricto6f7vgkM/qT69VJKMAXJ5RJgyKdAv7d09hFU1yeA1Mt932r4+ctx1EQsLYzWh8O+4G+cfKK0yzEyB+Ycf3qelB4JHFhA6wmAGqIN/lg/PnD/fkZVaCITErW0HKj7MegBFqjTM89coE4qBr5qpv5/fQN1cjnwR1fKuhpyB9iKUlrA5yaSZ8m4NY2bkJ37Grj0HZn9LgnW/gKqKJNUIiVZgHcvYPKOxnvgHHmNJk0e3YBX/tXNBDUlmEonlR4STm0omCMpI7WiuIAyWi0GAH2W1V3SmnSNMqucXHeLv4JHwKpetBjrsQAY+V3j/3bRB0kebmoLvHlHdwEujgOSrwP3zpDBq6UzqUnd/AHHVjSZTjwP7H+FJm7ugcCsozWrF+/+Q59DUkIqwxf/BLyDdPNZKitF3QKoFIOPheWBBeTH0uElYMLGxu9PG5QX0vUhP4muby+tbfi+JOV0fOcmkpp1xDf8jbM6OI5UwjGHKTg473TjveUKUoFfA2jxoEtVnUxCaovwHVRGIxSRMsTehxbRtp5kXn33JG3f/RW6b9Z0/Yg7Tt5Acil1pZuwSXclI5d/JP8sM1vglXMNX4xW5srPNHl3bk+2C/ouka+O3ERgdT9S9TQmccJxFEgI307efEtuaLerHccBO6fQsWXvQ4mFxs4RZBLgty5AQbLulYGaolSmCoSUQKrJokAmoa7f4TtIFVldyWXbUaT60Ob9t3JzlSGfkAKosVSUAj+1p2YUulZC14ec+3SfkpRSErbvmw3fF8dR19ukK42/52lK3HFglyKwOPADagTRmGuYTAL82YOuOQM/AAa+y8846yLmCHBwYdUGbdXh0IoqpdqNrn07pVoaAmD6PrLe0Tb5KcBfvajCo9/bdC41lsqqujejde8zKimnc8PcvvrjqnKAf8KmmtVpknLyhL3+JwCOmj61HEjzoJaDaH6v7Xtv4gVgy1j6/eM3ULLxPwIL1OmZZy5QV1EKfOOm/n99A3WAOpvn0ApYetswOzGdfA+4uYrUGouvN768UFxMZd4HPAABAABJREFUSpvSbO13CuI4Kgl7cJGk9fP+4afMsyiDSiYkpcDknUC7UY3fZ23kJgJrBlCQzrM7yeir89CrLxe/o/IWY0vg1Uv8LChrY+8cIPoA4N6F1Ih8lHDJ5cCq3pQF01UpR2kuqUYS/q3+dWNLWrAofS/cA4EZB+s22k2PoK6BRen0/7ajKEPpFaTdyUH0IQr4GFsAC69QoJEPMu7Q4kIgJFVJbd1i9YWyTM/WG1h0pfELzXv/AttfpkzosvCnLQD4JGIXcPBVUtDO+4c/Y22lqq5Ffwoua5uSHPqbKf0aa0MgpEY/A96t+5y4e5qCddJymmCP38jfsV0TOfepmYCsgpJa/pP52W9ZPvBzR1pcTduv7thrKFRWETbvQ8dNY9RJ4iLgr94U6NJ2h8eoA1QuLTKhIJ1rR372q/Sqs/cBXgvVnVqrIJU6fZblUbDbK+hp1VT8KQqccLL6BX4kZUBOAqn785OpXPjOXjrem/cFZhzQTsMTjiPrlJQbtGCecZC/e6JSaeM7jIIlhoZcDmweQ4E1n37AzMONP5bSwqipHQTA4htUdqotirOoVLW8AOjxKjDqO372G7Uf2DcXMLGi+YW2g0MJZykYJZfS9zDoA7qvQEDXK3EhJf6MzalkXtPjU5n4r07Vqg22T6Smcl5BwJyT/FyXOI6qdDLu6LbcP/4UJcZSg+n/JlZU5eQ7lKxJjC1IQaosQ+6/nJp+1cWDS8CZT56ek9j7UGBTW8EzaQXNH3Lvk33JmF+083sMlPrEiQwwWsIwOCp7qTSUgKkkl869T2oWQyP5BnmBANRphg8PMFMrtcT74nekTNQWUfspSGdkTqW2fHmxWbsCQa/S4/Nf00RKW8hlZJ4rLgQ8e9AkjY8gHaD2pJCU0EJFm9/Fw6sUpBMIyayVL58loZAUhAAdq9r8DICi1HAUBelEJtRoYdCHdFP1CqKJgaSEgnQiU1IOzjqmWTcsN39g0TXyqoOASis2DCevq6gDNBniG7kMOK9QfvV+jd9AhmsnWrxxcupCbGgknKUgHUDd5fhQg/gOoUCFrIImkNpCXEwTSYCUS3x2v+v7FmWSH1wi2wBtUlEKbH2RJsTm9uQV9XokmbvPOUXBroEf0DnR901aVGradKXNcGD6firVS4+gMvnz39DfTluc/4a++1ZDSK3CF+Z25D0IUNmXrigvILuCsG0U/KkorX67i9/SYsnUhpRVjV38mVoDwz6jx1d/Jc8/bVBRQp5ZAB33fAXpACBwBi2+8x7WnNThE6mYvEF/6QwcXkyemwfmA792psTi8bfJ4P7UB+ognf8UasaiKcbmdF1vP4a8Icf+ReepiTUFki6s1M5nizlEQTpjS0rw8pm4UnbmTfhX7WFsSIRtob+tsQXw4h/8BFbcAxVl6RzNYbXJ6Q/pOuLmT57JfOE3jo7FimJ1IEZbFD+mCgG5lDznZh6mxmcmloCJBXn5OrWmztYufvU7Pkf9QNU55fnA7ul0TdIWDy5RkE5oTD5sfCUPBAKg12v0OHit9ufhHEcK852T1EE6gI6FhH/pmr5uMAW9lMdG72U0V9eEFv0paLroOjUXbDuKzr+8hxQc/ucj7czHb66ieIBlM8MtITYQWKCOUTfySoE6owaWiZlaqT02lB2stE1JNqklznxC5TQpwdVfcMTFwOGlADhaJLUext8Yus0lw9iClJo7wzUWSZl6Idvvbf6CW0p6L6NFSWYUTSK1Rfh2Mno2tSUZNJ8lQEIRlT2YOwAZkXTj0xbKDo1dZgFunfndd8fxpPgsSqfsvrZQlmQ9jqXjd8EFWpQOeIcyX/P+Ad5PBRbfBOadAZbfA0Z9Xz//FAsHWvwsvUVqU5EpBUv2zSHfLb4ncXf2URMCM7uqpvx80W0O/QzdQqobbZMWBuyZReqjnzqQQjFi19MBhvwUKmEBKJjaoh8/v18goEw7QJ85L4mf/T7Jtd+oM6V9C6A3z11m7bzU96VrWl4AnfmYsvCWznTOdH+F1D/2PkDzXqRIG/gunRNDP6tfx1SAurotVChRpGUUUPqjO5XM8z3Rzoym5BBAY+VbBasMKNw7TcevNuE4Kv/5sT15ih5eQuXxP7QGDrxKQW65jJJU1/8kOwuArnd23vyMwW8cBRQqirUX9L61ns4ju+b8e0SZWKgbHWg7uCqT0nXvxl8UgPPsTgEFj26kuM1NpDEcWgjc+JO26TwZGPNb449Tz67AuFX0+Oqv1DmXT2QS8skDKJnUGL/H6nBspSg55ICQTfzuuyYe36Wg5uGl9NkSL1af8M25T53IAVICNdbaoDKDPgQgAGKP0DVYG6SFUYdWCKhRFp9WN0Ih+ZQCpF4tzeVv309y5mOqAmrWgWxJ+FTHGpmSn6elM60njizTThCI44B/FR6BXWfzvybqMI7mxcWZ6vugtgheS+tXgLy434wBPswEFl4FnvuKGjdZNqM1WvO+VNb+3Jf1v9a5+AG9FgNTdgLL7wP9Fcrua7/TGPhEXEQ+jgDNH3ThcdyEYYE6Rt1U9ulojP+IsvQz9qh2bzQAELmXMqvH3qQJ1b+fUffZP3sAN1aRWgigbMiB+UDOPfI+4jMLBlBWtq9iUnz5J+1kXyJ2UrMEG0+g91L+92/hoA5snP9GO0EISZla7TTwXf4nqABg4w6MVUyyb/wFhG3n/3ckXQeSr1EWTxslTEYmQE9F0OXa79pTOMYdo38iE/I6rM4HUCiiMhKvHo1TaDm1JuXAm9FU5icyoW6+u2fwd6zJJNSdDKASW234C7UfA1g4ksLw3mn+91+ZW+spixpziJIAhanUeOXgq8CP7UhR8vAqNfLZ/Dz5VjbrQJMiPvHpS16Rcom6oy+fiIuAGwql89DPtNMFtJfimhlzSHvBxvRIdQBj3Bo65rWBrQeVYk7cQgGZojTygzzyGp0DfHH+GwAc4DeW/2QEQH+fFv1p7qHtgMI/HwGnPyB1sEMrWvjYeFDQLHIXsO0l4Htf4Gc/2g4gxSNfpb4ALcSV/km3N5DHKZ9UlNA8CKD7kjZKNlXB1TPU+VZbXPiGPPaMzIApu8g79+W/gflngXcekEVH91fo+Ok4Hpi6l5JMfF072o+h7pWcjPwZ+STmMKlMLBy1M5cDKHABkMm+NhNKHEcBur960r03bCtw+QcKgv/aGbj4PVmrAHS875xC1RRePan5Fp80aw90fIkea0sJefF7+tl5onYaSrUbrX1VXVYsJfsAmpNp4zph60FVP0IjIGofcOkH/n/HvX8o6W9sQSWgfGNkoq40uvaHdoKNAPA4nlSaADWjG/41/f2MzUgR3fs1Ko1ffg94P4UaR/DhPWliQY0In1Osh//5mHwz+SJkM6kqHX35vY8+o7BAHaNuKivqei5u+H7cAgCXToBMrF010J19wIFX6Kbv0pHG3P4Fumhn3yWp8I/tyL/gzx5UdicyocWNJmV79aXLTFJBFT7iX00ol1HABqCLtrY6rvVcTH+bnHuKrCHPRO4mlZitF02ytUXbEWqPmiOvkbcTnyiDFQFTKTCoDbrOpuzZ4zgg4Qz/+5dJ1QrNPq/rrouplTMptGYdpXP1/ll1JrGxhO8A8h5QJlc5weIbI1NFKS/IOFlbxB0Hjr9FQQy/seS9Mvc0qQbsmlOzlVt/A5tGUbftvIf0/NRd2jGqH6joRhq2jf9AV+hW+jyOrekarg1cO1JwhpNTEkcbKBf0HcfXbGTPFwIBdfpecpOy4gIhLZKPvcnPgiItjIL4AqFaUakNuimSgqFbyM9GG9zZp1j0CoAR3wKvhdDC581oYO4/dC8ydwDKcun+ZGoDjFhJnQv5puUgwLs3zY/4VtVF7CKVjL0Pqcu0gWMrKoMGR8FGbZARBVz5hR6PXQW0HVn1dTMb8tEd/SPdR8avB9o8x7/ic+hnFGi4d5qaVfGFMpjf41X+7EuepPVwOqaLM8jMXVtcWEH/OBl54g36kO6PZraUXDr/FfBzB/Ik/qMbqd2t3cgAXxseh/3fASCga1d6JL/7zoql5CIEQD8teZYJBNpX1V36HgBHwWhPHi0mnsSnD11HAToOlMk4vrj6G/3s/gqV6mqDrrOpPD0rWnvn0T8fURK09XBa3+maXktobiQTk8c8H0grFA0sQNVahtx92kBggTpG3VT2qGuMYbhAoFbVacvHKfcBcFRRHtV9PjUOGLECmLQV+N9d6krWzI9Kg+6dpkWshRPJhbXVedLYTF1qcvlH6rbDF/f+oVIPMzt16Yk2MLNR+7tcWMnvwonjqCsbQEEUbWTxKjP4E/Kr4WRUQpNyi5/9Po6n70MgpACXtjCzVWfFlSoJPok7RseUhaN2P0dNePcEnlcE6C6ubHwmTyomj0iA1K3a7Kqo/F4S/iWjc74py6PSPIAmoRM2kX+Md09SyiwLB2YcotIMWy8K0AUtpNJlvsr0nqR5L+oWJpfyG2CQy9W+ob2WaLcBkXISHLqF/sZ8khFFAXWhkXYDW09ibE5Z8Ylb1cE6pU9hYzinyLJ3mlj/8tz60G40qdxLsuiaxDfiIrVnW///kVJZGdARCGg+MPpH4O14YP45Coa/FQv0XKSdhjcCgdr8O3QLNTDgA45TJw56vAqIjPjZb3X0mE8/w7aSSp5vzn1F9+32Y9QKKX3g2Ip8+QB1JUBjyYym7uoCkXYbjxmZqMv9I3Zo53c8vKK+5476gRpXDHiHyvrfvguMW0vKObkUSA+nZmXuXagLu41brbtuMM3aqY3x+VbVhSiuq+1G819mWRltquqKs0jRCajLHrVJj/nqwOOpd/kTMaSFkc+h0Ih/ZWZlzO3Vay5l4IlPHoXQekJoRGtYfXQ/FwjoHig0Au6f4ycpcWcPKf2tXJmaTkNYoI5RN3KFPF7EQ+lA5wm0n8w7QGZM4/f3JGc/p5tY8z7AyG+rRutNral0d9E1ypaP+oG80F4PB1oN4n8slekyk0pTi9L5VdWFKyZagdPr5w/WEHrMJy+E/CQgfBt/+02+QX4VxhbaDTYqEQpJ1u87jAK2OyYC2fcav99wRSlt6+Ha77jYcxGV1yZdBVJ5NsFXBke6zdVeVr8uOk+i70cupXO6MYRsotJQa3d1eZa2cGxF1x5wQKQWlKdXfqZAknN7Mv59cvImFNK1bMIm4M0o4I1Iug5qu0uccsIdvp0/VV3SVbrWmNpof0LXchCpryUl/Kshb6+nn+2e1/51oTraP69WgP3zsbrcrCEk36Cgo0BEFgXaRGSsbiqhDX/X638BJY8Bh5a1L0yNTKiBiXdP7d9jffoogt4SdaCjsTwKofmWkZn2z6PWz1GCoCyPLE74JDOaSl4hAIZ8xu++G0L//9E9+OFlCkw1lluK60T757UXrFLiP4V+xh2n5gd8wnGKADhHwUxl8FaJsRngPwmYdxpYcguYtJ0C4a+c5deXrjoGvAtqXnUcSAvnZ5+SciqRB9SJOm2hTVVd2Faab3l2146dQXUMfE9tPXFkGSmcG4syaNbhJe12ogcU1RkCuifm3Od33zfX0M9OE/Qzb1Di0FK9LmtsUkIuV6sdey3WvijjGYEF6hh1oyx9FfAgUTW3pwU4QP4EfJIRRcbZEJDRc02SWmW2vMd8yrDpIhhhZKpW1V35iR9VXWku+VIB6omXNjGxpGYVAPlx8KUMVJbSdnhJO6XH1SEyBiZupixuWS75EDWm255MSp4vAJW9ahsbd7qBA2SYzReP4ymrLzTSflCrNgQC6gQlEJIBdEMn1eJitQdK///RIkHbKDtgRu7m17ukLB+4qTD11ZZfW0PRhqpOufjpMFZ7Jf1KBAK1qo7PjsoVJeqArT7Pp96v0bVOXNjwABDHqUt4A6fTBF7bKK+l98/z69smrQBuKVTcgz40rHNpkEJVF76Dn8VfmCKp1mGc9gP2QpFaaca3zYcykOX3AuDky+++G4Ktp1r51liFVnkh3S8Adcm3NnEPpGSPtFwxZ+aRuGPUsMHEChhaR5LNuQ0FJj26alcxXfn3KdWEF7/lZ59xxygwbeNBZYLaprKqTml701g4Tl3lpMv7lEBADRG6zQXAUbfZ+JMN31/BI/XxrI2GYU/i2ErdfFB5feKDkmz15+ixgL/9NpT+y0lg8/AyeR83lLunqMTd1AboOoe/8T3jsEAdo26Upa981ZIrb5R39vG7kL1daSJXnfm9vgmcQdnmonR+DLKjDwCyCrppu3Zs/P40oetsmpAUpQEhPChPZFIg5gg97vRy4/dXH0wsgWl7yUA8P5k86xp6PCZeIM8XcwegzQheh1kjPRfRz+hD/C1ilZODVkO057GnKS5+6lKVa781bB/X/6TSOXsf9QJS2/i9SB1sH8cB6RH87TdyDylAm/nxYxjMN3yq6ipKgWhFGY4ukhAAJQqs3amTGx+ZfYCM9SuK6fhr0Z+ffTYEoYg6wQGKDr0P67+PhLOkchSZKpQpOsChJfm2gVMHMvgg/jip6axc6Xw1JLy6kzKNkzU+mCCXqZVtnSc2fmyaEDAVgIAWdbmJ/OxTKlZ3V9S2aqk+9HuLH1Vd5G66Tji21s11QiBQqyv57lqp7BDZYwFg6cjvvvlgwLuUAIw/QWWSjSVWMX/1n6Ibv63KqrrgtUBJTuP3mRFJHr5G5trzgq0JgQAY9SN5Z3Iy6lBflNmwfYVto2Rh8z6AewCvw6wRZSAtbBslhvkg5jCt7dwCdOcRXRu2nmr/5UvfN3w/SquebnNZp9d6wAJ1jLpRdpbkQ1EHUCDDxIrKmlJv87NPSRlwRzHh0EVGsiEYmagVaVd+aryHS9xx+qlUVukCYzN1N9PLP5JipDE8vEwm1+YOgI8eFrKWTtRERGRCZTUROxu2H6XXS6fxulNnuHUGfPrR5IaP9ukcB0QdoMf69P+pjNIjL/pg/TsJFmepA3xDPtHd92JuR4bmAL/BBaVCpets/fiV1EVlVV1jAwz3zwEVRYCtN3kZ6QIjE3WZ1o1V/CSRlEGS9i/o/zvz6asuq6yvt6Vcri5B7zFf+yVFlVGq6iJ28pfYC1dc5wOnk7ra0FB6GUbuIZVzQ0m6pri/2tO9QhfYeamVRWE8WWTc+4e6BFq7UZdpQ4EPVR1XqflG91d0d53oMI5+PrxC90o+yEsCHlyix4YUUK2MU2v1nLmxSkiZhNS+ANB2VOP2VR/49qpTJstbD9V+eX91CIXAi38Cbv50niu7a9cHuUxtkaBLtVarIZRQEhfw12hP6RWoPEcNgb5vUgwg8XzD1u1J14CUG7TW0qZ34DMIC9Qx6kalqOPpcDGxoBsNwF/317un6EJp5627CWlDCJhGi8/izMYZkFaUqiXIulJwKQmYRgqRksdqH4WGosxG+r2gXZPr2nDtqO5cefaL+gcfy/KBWIXZuS7KXiuj7MIcsqnxQdPsuyRLF5k83U1PX7h2ookQJ6//hPTkOzSRdQ8E/HQ84VF2Vryzj1SjjSXnPvlMCUS6DczXF1XZ3vbGeSfeVZS/tButm5IoJV1nk6og807jfaekYnVXaUNRbSk7EobvrJ+/UexhUl2YWFNDFl3i9yJ9J9l3yW+tsYiL1F36lOp+Q8M9kDwNwVHnzIaiXPC1G63bgKQyeBW2nZ/rn/L+2vFlw+sS2FhVXdJVICuGjnFdmqvbN6eSU06uPk4aizJQ0aI/7d9QUXbDvntKHVhsCMk3yE7AwonOWV0hEKjnrHyo6pTfv9/Yxu2nMYiMgDG/ARCQLVJ9qxESL1A3YTNbKqfWFUIhNS4EqCleY5NJJdl0LQEMZ94A0PmsvD7VV1XHceSPC9AaSdsenM8YLFDHqBs+PeqUdFRMkKMP8DORi1d4tfm9qNuFXX0xMiF1D0CKtIaWLD68Qi2zbb0AJy12maoOkbF6knD118aZESsXTG30HBjqtYSCvEXpwI2/6vfe6IP0XTi3J6m6LmkzHLBvQVlIZWORhpJwln769KXJjqHQ9w36GbZNcx/B2GP0vQhEwPO/6P6a4DuEJu8lWepjvDEofVt8+mjfZ6oxeHVXl6qeeFt976gPcjlw9x963FbHSQgLByBAMf4bqxq3r4dXSBVo7U7+cIaAT1/AtTOVUCtVPHUhKQfOKO5ZvZfqvpzNzIYSOUDjr3EAdWSWiUkF4dyu8fvTFoM+ACCg61hDgt5yeSVFp44XfG1HUdfw4gz6ezcGuVy9D0Ms+W+sqk6Z7PSfRGpsXdJBoZzny6dOmZjoYCCK/Jpw8lV7sZ18l5RxDeGe4j7lO1T3c4y2o/hR1eUlATn3yJe49XP8ja8huAeo7U7q27hAqabrPEn7nrZPEjCVmuFlxTQ+wXf/HAXPXToBDi34GR9f9H1LHeCuTyA1fDvw6DZgbAkMbIBa8j+OAUc0GAYD3x51AHUmNHcgVVZSIy9schl13QF0ry5rCJ3GUzmXpBQ483HD9qH8vL5D9VNS1WkC4NSWAkTX6xnYUlKQSh42AhHQvDevw6s3RqbAYMVi9MYqUixqirJcNmCK7r8LoUjtVXdztbpMvSHcP0c/dWGIXB98+lGgQ1oOBGug4CzKAI69QY/7LNOdV0llRMbqbGgMD4sgZaCu7ejG70vbDPuCzILTwoBbf9f//WmhFOA0tVH4k+mYIMX5FH+icWb+yTfoZ8sBhpM8EgjUXfaC12rWNOPGn+Thae2ubriha5RK5ah91AiiMaiCwKP0X45cGy4d1I1pDi2s3z0JAFKDKVBmakvHoC4xMlEH7BvbsTc9nMp3Tax0VwZfXxqqqstPpmYEANDjVe2MrTY6jKWfSdeAwvTG7askR10Sp++AjyYM+pDWIFkxDbtPAepAXRs9fF6+VHXK49W9i2H4hg18Xx0MyorV7D0lOWrVra68iCtjbqdWmzXWhkaZ2G01qHH70QZOvuogvKZNw7LiKBgOkG2StYt2xvYMYyCzR4ZBow1FnchYXf6qvMA2lLQwoDSHJqReQY0fm7YRCIBR34Ek3vsb1kXnniJQp+w4pGuEIrWPzvU/G9Ym/oFC3u0eYBgThA7jSFVXmqP2nKuL7AQg5SZNLJSLKl0TMJWCGjkJ6gBufZGKqQQHAFoa2ARBICB/DIAmQeKimreVy4D9r1ACoFkHtemyPlAuguKONzxjD9ACPeUmPdbX+V4frJqpVcNnPqVzpD4og5KtBuunG6dzG0Vncq5xk+7k6/TT0O5JHcaR11dxZt1G8kUZwCXFhHzY59SARx/49KcxlxeoEwoNRbkwNbSERHWMWEENL7LvAqferV9ZldJ3qu0ISkTpGuWCOf5kw83hAbXSu+VAw+rOW5nKqrqzX2iuJL74LalnWgyg5km6xtZTcX3igJhDjdvX/bO0H5dOuvWwbCgWDsDQT+nx+W/q79OXl0QNowQi/V1L+FDVKa+HPn35G1djcPJVlP1Dc1V75C7yXnULIO9mfaAsf407TiKEhsBxQOJFetxyIC/D4h2lz3rMEQrC1UbOfWDrWDo+m/fVX6KvifOfCNT9+eef8PHxgZmZGYKCghAcHFzr9vn5+ViyZAnc3NxgamqKNm3a4MSJEzoarQGiDUUdoO4uFHu0cUog5Y2mRT/DNIauDjd/oJvC8PTkO/Ur/825Tx2ahMb67STY/gXFJKGoYV05ld4g+vwMlREZAb0UN5Jrf2g22Vaq6VoNAaxdtTe22jC1Vi8SGup7mHKTFJ6WzQyzY3K756kjXnlB7R2TL31PqgZjS2DCJmp+oi+a9wEsnYGyPODBxYbv59FtmoRau1G5XlOg2zyaaErLSA1Un+vbXYWNgT59EpUq1bBtDSvtl0nUfmrevfgbFx8YmQBBCvXOlV9qv/ee/QKQlACe3fXrjSgUqv2Tog80fD95SUBBMi2uDS2AWh0WDsC4VQAE1ExG04Urx1Xyf9WTz1GzdnTccLKGN2kC1EkKQ5kn1ES/t+i+k3JTsxLY5JvqUu7BDays4AO+yl9VAXADS/TVRuAM8pYTF6rL+zVFmRT1CqJmLfqAD1WdoQXqAPX9N3J33Z+J44BQhWpXOQ/WBy5+6uZutzc2bB8594HCVPKJNrR5gxIXP7V/am1NwxL+BdYNIjsh5/bApK2G5y/aRHjmA3W7d+/GW2+9hU8//RShoaHw9/fH8OHDkZVVffakoqICw4YNw8OHD7Fv3z7Ex8dj3bp18PBoAhkibaGcyPN9krUcQEqg4gxajDaUFEXg1dtAyyJqYvDHgJkdkBkFhNTjwq70a/HuSUEafSEUqv0Gbm2oX2tyjlMbphpS84/AaTTpynugDhjUhFwOROyix7puIvEkPRaQqu/BRc3LBSqjLNNr0c8wy8GEQipjBYBrv1evqks4q14gPf8zKaP0iVAEtB9Dj6MPNXw/SQplVvPehvndVIeyi5upDZB6C7j6i2bvy0+h66FAqN/yqVaDyb+soli9CKgPGZEU+Daz072HqCZ0m0sK9Ox4KvGtjkch5C0DACO+1f+xp+yAF3eCfPMaglI17NFFP90NG0KrwcBzX9Hj0x9oFlB5FELG6iZW+lUOqppKbG2YyTrHUSk8QI0PDBlbT7rvAMCl74BzX9espE65BeyeTmq6zpPJ21Nf+L0IQEABxoYqgQB1QLUpzcOFImDUjwAEFExOuqb5e5Ul9PpWuVdW1d2oZ6JWmbgQGhlW4sK7F4kZpOV1r41SbwOPY6kZi76bA3WfRz/DdzTMn/ehQrzg2YOaLhoqA94B+aceUPugKpFWUIJv+wRKcnr2AGYeNmxvZQPnmQ/U/fTTT5g/fz7mzJkDPz8/rF69GhYWFtiwoXoj5Q0bNiA3NxeHDh1Cnz594OPjgwEDBsDf31/HIzcg5Ao1BJ+lrwCVYyjNgZXZ3/rCceoJgqH6l9SEhQMwWNEl8dxXmpeP6rvstTJtRgCOvtRxV7mo04S8B7SQEBob1sTOxJI6PwJ1qxceXqLsl5ktTZb0iX1zdUOOhgQWlMFuQ5qsPUnnSdRtuDgTuPhd1dcexwN75wDgKEvur6cy5CdRqoDijjW8/FUZXNC3j2N9sfUERioyrhdWAhl36n7PPYUZuWcP/U7sBIJK3o9r6t/wKFl5TwoyHH+6ypjZAj1eoceXf3w6iCKTAEdfp8edJwOeBhAk8ewO2HiSgruhJf6qc6kPf+PSBb2WAF0V17f984F7dTRoUAbz2gzXvbF6ZTqMI5VZToK6FLw+5CeTFYXQCHDpyP/4+MZ/EjBA4cd06Tvg547AnpnA4aXAwUXA9onAH92B9UPJh9OlEzCqnh0U+cbGTT0HizvesH2U5lIZKGDYc4jq8OyqDigf/59m13pJmboiRN9+fAIBdbEFSMklKdP8vcrrobuBJS4EAqDnYnp8a33tc6fQzfTT70X9N0FrO4oS/UVpQOL5+r9f6fHY3EDVdErc/NWJ8wMLKHkmk1AzmbUDFXMKOZ1Xs48xX7pGYoAzSP6oqKhASEgIhg4dqnpOKBRi6NChuH69+knDkSNH0KtXLyxZsgQuLi7o2LEjvvnmG8hkDYiOPyuU5dFPbchWlYqTmCMNy7jm3CejYZGp/rwJGkPXOTQBLc+nYF1dSMrUSjRfAwjUCYVA0EJ6fGOV5lkkpT+dZzf9+R7VRPf5FJR+eBlIj6x5u3BFOU+Hl/RbYqmki8ITKHJX/QzX5XJSPQG0GDZUjEyBkYoA3fU/1MrS7HvA1pcoWOzVExitocmtLmjeh7q/luWpJ/b1QS5TT94MtRSiNvynUAMMuQQ4uLDu5gXKroG67vZaHZ0nkdl4QTIQX88FbIpCoWpISYgnCVpEKoS0UCDmcNXXrv9BgVUzO+C5L/UyvKcQCtW+j1ENLH9NU3Sq8+rBy5B0hkBA17UO4+hc2j29ZvUPx6n96ZSJAn1hag10VCghG9KxV6mmc+lgGPdYTRj0ATBuDV33izPo3ArbSr63906T36BABPhPpUWsIfjzKj3BnlTHaIpy/uDoC1g68TMmXTLkUwqwZEVr5kv68CrZOth4GIZVSNtRgK0XUJZbv2ujIZa9KukwjqxYitKevj8pERepP2/XWbobW00YmQKdJtLjsHoIF5QozyOPbvyNSVsM+ojU2pJSYNcU4EsnYMdEOocsHIGJW4EXftePP+ozxjMdqMvOzoZMJoOLS9VorouLCzIyMqp9T2JiIvbt2weZTIYTJ07g448/xo8//oivvqo5iCIWi1FYWFjl3zOFsszMSAsTJd+htFjIT9JMcfEkygube2DTvCCIjNSqk5CNtQeGAMqAScupA1+z9tofnyYETKUFXd4DtdqvLpRBC0Mqe1Vi66FeEN5cXf024iK1CjRgmk6GVSe+w8h4vDSn5nK26shJoECxkTmVUBgybYbT35uTAzsmAzsmAWsGkLLRqQ0webthXQdERpWSEYfq//7cB+QRZmROpZhNDYEAGPMrTdwyo2r3bqooraRSGK6b8dWGsTmViAKae4MBFChJbgKBOitntbnzqffUiu7kG1S2BwDDv6HmIIZCR4Wf1t1TQEVJ/d4rFVOJFAC4NsGknlAEjFtL13lpGV370sKf3i7pGgWXjS1pfqVvOiu6IcYcrn/J8iNFoM69C79j0jb+k4G3YoHp+4ERK8nmZMinwJjfgKl7geUJ5D1obqfvkRLKxm5J1xrWGEw5D29qajollo70/QDUWKKo+vWhCqXyu/Uw/VsCADTPUJZdBq/RXPSgsp8xwECdkSnQXaH6rmkeHn2Q5keOvoaTyFTa4MQdV4tcNKEsn4L4AAkYDB0jE2DyDuoib6wo0zWzo/8vuQX4vaDX4T1LPNOBuoYgl8vRrFkzrF27Fl27dsWkSZPw4YcfYvXqGi4UAFasWAFbW1vVPy8vLx2OWBcoLvraKEUysQR8h9DjhmTzlME990D+xqRrfPqSKouTUxvr2m6yypKX1kMNY4IA0HeoDFaFaVB2WdmfzlANopWy+zt7q+8GFnWAMkmOrQ3npioyAgKm0OOwbZq/L1VR9uoe2DSasTz/MwW/5BJasEtKSLk256RhZvOVQd/YY/UvocxUXN+atW+6RrxWzsDzv9Djq7+oy6yf5MElSkLYehtOEqL7K6R+Sb5Oyk1NyHtI5dkiE8MPMPR7G3BoRYbP214Grv9F5XlyCamx9O29+STuXaj8XVJat4fok2TFkI2HuT2VZTdFjEyAiVvoeicuBLa9RGX/lbm9nn52etkwfI6a96GSZXFh/b+ztDD66WHg51F1GJlQoLTnIqD//6jZRNdZQJvnDM+vyaEFVXZwsvp/R4B6Hu4WwOuwdEqXWeSDWFEE/FNLcw+OA+4p/ekMIKGkJHAmVRalR6gbGdVGXhKVlhuaP11lus2h+2jqLXVlQWVCFGWvXWYaznrIzZ/OJZkYuLNP8/cpvzN7H8Ocx1aHsTkw/Gvg3YfA2/HAO4n0f0tHfY/smeKZDtQ5OTlBJBIhM7Nqa/jMzEy4ulbfodHNzQ1t2rSBSKReFLVv3x4ZGRmoqKi+nOz9999HQUGB6l9KSgp/H8IQUAaO+PaoU6Lq/toAn7oMhQLNtQn4l9TGc19SViL5GhC1v+btlBMEQyh7rYyy7PLuqbrb3GffUyxkTQ231NKzG8nPZRXVd3BS+mJ0mWE4EwSA/NkA4P5ZoOCRZu9R+dMZ6HfxJEamJKufeYQUP9MPALOOGe7kpnlfKqEsy1V7wmiKcgFk6ErHuvB7gUpJOTmVwFanhoo7Rj/bPGc455SNm1qVpKkHp1JN5xZg+OV6xmbApG3k7ZMWCpx+n0rIvXtRMxBD+R6UCASVur8eqt97lWp1186G97nqg4kFMGUXHV+lOcCWseogcnaCukys2zx9jbAqQiHQWdExOHKP5u+Ty9WKQUNvJPEsoCp/PVb/92ZG009DKANtKEIhMOoHAALgzh61PcuTZN+lZIzIxLASzZaO6qSgJolaQ/Wnq4xVM6CjokHEjb+qvpZ8g5oQikzIYsNQEAjUwgVlszlNUAbqDHVNVBtGpoC1a9NNJhs4z3SgzsTEBF27dsXZs2dVz8nlcpw9exa9elUvk+3Tpw8SEhIgV3Y6BXD37l24ubnBxMSk2veYmprCxsamyr9nC2WgTkuT2zbDKavzOI4mmhoPi3t2FrK2nkDft+jxmU+pDOxJshOA3PvUgKHVIN2Ory6atafAllxa983pwUX66R1k2AtZpZn8rb+remtlRNFNVWhMPjOGhGMrUjBwcvKq0wSVP10T8m0SCKhrdK8lpMg1RMN+JSIjoJ2i2Uh9kxHPyvUNIH9Ba3e6hv3zUdXXJOWG46v1JEpVWcQuzTw4Vf50BqpSeBIXP2DBRSBwOi08h3wCzDhkuIs35WL03pn6lb+mK/zp3J6BxmBmNpSgcG5HHk7rhwHB64CDC+ge3Po5wD1A36NU01nR3OfeP5qXVubcI3WTsQXg1FZ7Y2MQ7RWBuvtn63deleVRYzCgaQfqAFJudptDj08sr76JgbLhRov+hneNVAaIog7U3VTCkP3pKqOch0cfpLm3kiu/0E//yYZlzwAAHV+mzvWPblNQVxOakj8dQ6cY8OqGH9566y2sW7cOmzdvRmxsLBYtWoSSkhLMmUMX45kzZ+L9999Xbb9o0SLk5ubi9ddfx927d3H8+HF88803WLJkib4+gv7hOHBcw3o9aIS5nTozFVeP8tfCR+StJTRqmv5NT9J7KZV9FaYCV399+vW7J+mnT18yaTY0lKq6sK21HywqXwwDykZWh9+LFFgoyaoqYVd+N+1GU1mfoaHMLobvrPukLS8EshS+TU0xk9dUaP8i/Yw9RkoRTVEF6pqgp9aTmNuRLxMA3N4AxFcqsYo/QUouGw/D68jZdqSik1u6Zp3clB1fDcUzRxMcWpCCbtZRKoc15ASKWwBg15x82pQKc01Qqu+fhUAdQAqaWcdIbVaWB5z4HyWQzOzUvreGQrP2lGyQS9QdaetC6U/n5k/JDoZ2cekI2HmT/cD9c5q/LzOGftp6GY7nXmMY/DEp4B/HVt9YIl4xD287Srfj0gSffrSGEBfU3cHXkP3pKuPWmZJ3nBw4+Q4lyxLO0npIIAR6L9P3CJ/G2kXtv61Jcw+OU5f2snk44wme+UDdpEmT8MMPP+CTTz5BQEAAwsPDcerUKVWDieTkZKSnp6u29/LywunTp3Hr1i107twZy5Ytw+uvv4733ntPXx9B73Ach+Rzjkje+hCctqJ1DZHdKxexTm0Ny0C+oRibqzvsXf0FyH+ihDpO0SCg7UidDktjOrxE2e/su0DKzeq3kcvVJQUtDLCRRGVExkDQAnp89gsye02PAKIUQbt+b+ltaLXi9yI1H8i5V7dXyaMQABxN0FkLde3RcgBgakNdAFNr8Gh7kuLHFByCgFRPzwItB5LZMAAcXkLl2XI5cO03ei5gquGpI41MgU6K0r26OleW5qobFhiq709TRyBQq+o0LX+Vy9RqjGch6K3EyhmYfZyCCx7dKHgw9xTg0FLfI3sapapO0/JXZcdXQ/d5fFYQCIB2isZH9ZmHZyrOK5cmbj+jxMIBGPoZPT6/ompjiYJUtfLJEOfhQqHap7g2q4am4E9XmWGf09oi6Sp5qe5XNJnosQBwaq3fsdVEx5fppyaBuryHZI0iNG76Nk4M3jGwGbF2WLp0KZKSkiAWi3Hz5k0EBakvTBcuXMCmTZuqbN+rVy/cuHED5eXluH//Pj744IMqnnX/NWRFpSh9bIrS5FLIcp8uW+AkEhRfvIi0d9/DwylTkfrGmyg6d65+Qb12owEISCpcmKbZe56lsjAlfi+Sp5W0HDhTydA29wH510Gg7tBlaJjZUEt1AAitoalEZhTdkIwtm8YEPGgRdZQqzgC2vADsmk6ZvQ7jDFeZYWaj7jRaV2DhkSKLx+T2NcJxHMrj7yJn4yZkfPEFMr//HiXXrtXv+mZkCrQZQY9jNCx/VTaScGhpmArahjLkE1rUlWYDm58Hji4j03hjCyBoob5HVz3K8tfYY7V3clMu4hxbG65nogEgycxC4cmTKDhyBOL79+u/A2V59L1/qreJeJLse6TAM7Yge4BnCWNzalYw/ywwZafhNGJ5kk4TSAGTckOzcjCloq4pNpLQA/LSUhSe/gfpH3+MlFcXIuOLL1B2J6ruN1ZGWf5692T1ZZ/VoQrUNfGy18oEzqi+sUTYdgAcqaVs3PU2vFpRVlTcP0+BxepQ+dMFGl75bnXY+wBjV5FPeuJ5WkO4B9JcwlBpP4YCoZl3nm748yTKpIRrx2dDdMLgFaYnZ9RN5QWp4jEnk6H01m0UnjiBotOnISsoqPKWolOnYD1yBNxXroTQVIMLj7UrSX5Tg0my3WN+3e9RNZJ4hgJ1AgEwYgWwdgCViHSZCbQaTKViAHnTGXLHui6zKJMXfYA+h9kTfo3K0jGfPtQVzdAxNgNeXg9sHqP2OLL3UZgOa4eyqGiUhYdDYGQEyz69YdKQLtIBU8gQOWo/fQ813fxTm7CBrZaRi8UoPH4Cedu2oTwmpsprues3wLJvX7h//x2M7O0126HfC/SdxB6lzlh1eX6qFEDPWIbVyJTM8DeOAnIT6R8ADPtCa8EtSXo6ZPn5MGnRAkKzBpR1ugUAzfyoc2j0QaDb3Oq3S75OP5uKP50O4TgOZbdvI3f7DhT9+y8gVXdAtho8GG5ffQkjBw27YboHkgo4P5mCdUqFXU1Unisww+t6I8vPR/6+fSi+chVcWRnMA/zhMGcOjGtoylYt1q5kcZJ4gawk+v+v5m2lFepErHtgo8b+LMNxHMpCQpC/dx8K//kHXFlVX7K8HTvhOH8+nN98AwJNlMpeQYCFEyVRkq6SArounsX7lLKxxLrBdM9uOxJoPYz8igF10y5DxKEFJfuTrgARO4H+y5/eJlHhE21IzTDqosNYKq++s4eCpN1fAUwstfKrZPn5yN9/AOWxsRCam8Nq8CBYDRwIQX182i0cgFZDgHunSVU36P2at33E1MO1IS8pQfG1a7AZZmBNFHUEC9Qx6kRQ6f5e+M8/yPziy6e2ETk5wWbECFh07YKyO1HI3boVRSdPIU0qhcevv2o2SWj/vCJQd0zDQN0zOEEAyJOh21yaFOybB4xYSUbRAEm9eYaTSpF/8CCKL16EQCCAZf/+sBs7FgJj4/rvzKsHlSJnx1OJ6JML2vuKQF1LA2uGURvuAcCCC0DIJlJk9JivlYBCaWgYsv/4HSXXrqufFAjgMHcOmr35JgRG9bhctxhA/npFaeSpUt1CluPUijpPpqhTIisuRt72HcjdvFmlIBaYmMCiZxDM/Pwgy8lBwZGjKLlyBSmvzIf35s0QWWkwYWw1hI6fgmRSkNWlFHkWFcNK7LxIAXTpBwrUdRpPptA8wnEcSi5fxuPffkd5FN0rBObmcJwzB06LF9XvfBIISKlw5mPyfqwxUNcE/em0jLy0FAVHjyFv+3aI795VPW/WoQOE5uYoDQtD8blzeDglAT7bt8PISYNrq7L767XfgJhDdQfqlEmWZ6nsVQeUx99F3rZtKDh6FFx5uer5sogI5B84CM9ff4Fl796a77DTBEWgbi95Ida08M2KBmRi8tszxDJePSMrLkb+nr3I37MHFQ8fqp439vSE9bBhMGnhg9LgWyg8dgw569aBk0jg8t67de9YKKKgVNhWUg/XFaiTy9Qety7P2H3KowvQZxl5Eh9aBDi3Jb9ih5bqyhEeEd+/j5x1f6P8bjyMHJ1g9/JLsB4+vH7BISWB0ylQF7oF6Pt2VTsJjlM3dGsxgJ/B6wrPrvRPS0iyspC7eTPyd+6CvFSt1M7fuxdWgwfD4/vvILSsR3Cw48uKQN1+YOB7NV/v0sLoJ1MPV0FWWIjcbduQu3kL5AUFMDlyGGZt2uh7WDqHBeoY9eLJIJ3t+JdhO3o0LLp3Vy18bEaOhFW/vkhZ8CqKzvyL7NWr4bx4cd07b/c8cOYT6kZUlkcG3jUhLlaXTzwr3hiVee4rKqNKj6BObgBlv5TlczxRfOUqsr79FuJ791TPFZ35F/n79sHrjz9g5FzPZgkCAakA//mQJgmVF7SScrXipNVgHkZfFWluLvL37EF5dDREjo6wGzcO5v48lac6tlL7B/IIx3EovXULOWvWouSqohxBoaTjysUovXkTues3QJadA7cV32gW8AZowu0/CbjyM3WrrG4hm58ElDxW+GKwBaysoAC5W7Yid+tWyAsLAQBGbm6wnzIFdhPGV1HO2U+fjuTZc1AeHY30Dz+Exy8/1z2hNrGgrHzMYer+qnGg7hn9bqyaAaO+43238ooKlN66hey/VqEsRKEYFYkgsraGLD8f2X/9hfK4OHj88jOENXRyr5bOE4F/P6NkUva9p71xpGJ1CYtXT14+S1Om4uFD5O3cifwDByEvKgJAgVLbMWNgP20qzNpSJ8/yu3eRunARJEnJSFmyBD7btmmWJFIG6u6epvJXE4uat1U1knhGzyWekOblofRmMEpuXEfJteuQJCerXjNt1w72kyZCaGOD3M1bUB4ZiZRFi+G9cQMsumi4wGw/Bjj2FvA4DsiMrjnJqlKYBNatPP4PISsuQe6G9cjdtl11jxJYWMBm1EjYvfwyzAMCVPch+4kTYdmrF9I//BC5mzbBrGNH2D6vgW1K+zEUqIs7Tp26a5tz5CZSSbmROSm5njUGfwLk3CfxQHoEzZXG/MZrNYg0Lw/Zv/+BvN27ARl1FRcDKLl8GTajRsJ95UoI6nOfAmi+d+pdUhwnngN8h6pfy75L3rdGZlrxp5MVFaHw+AlUpCTDxMcHNiNHaZbI1CPld+8ib+s2FBw+DK6iAgBd72xGjYI0+zHyd+5C8blzSFmyFN5r12j+fbQdSX/nnHs0n6vu/iOXAWnh9Jgp6gBQci9nw0bkbt6smjuYNG8OWW4ttiPPMCxQx6gbrvouhb6XLsK4WfVtsS179YLr558j/YMPkP3XKlgPGaKamNeIYyt1edHd07UrLB7HAeAAy2Z68wLipFKI799HWVg4yiIiUHYnEpxEArN27eEwa6bmk9fqMDYHph8Ejr9FHbi8ewJjV/MyaeU4DmVh4chetQoll6mxg9DWFg6zZkIgFCJnw0aUR0Qiac4c+GzbBpGdXf1+gf9kWtCmhdHkRunllniBvPes3Sk7ySNFZ88i/YMPq5Rg5+/aDYdZM9Fs+fL6qWe0CCeTQXz3LkpDQ1EWGobSsFBI0xTNbIyMYDduLBxfXQgTTw8AQMHx40h7510UHD4M0zZt4DivBiVPdfhPpUBdwhlqTPBkh1pllynXTlrp8lgWEYG8HTtQkZQMY28v2I0bB4uePRuWIdYi8tJS5KzfgNxNmyAvKQEAmLRoAaeFr8Jm9Ohqjx2ztm3htXoVHk6bjqLTp1Fw+DDsxo6t+5e1f4ECdTFHgCGf1nw+S8poQg0YhKJOmpuLivv3wck5mPq2gpGjo76HpKIiJQVloaEoi4hE2Z07KI+LAyTkryQwNYX91KlwnP8KRPb2KDx2HOkffYTic+eQ+eWXcP3iC82PR2tXWvDcO00lRU/646TepuublYtWfNAKT55E9tp1qEhIgJG7G+zGjoXDzJn1y/DrgJLgYOSs+1t1bwEA4+becJg6FbbjxkFkU9UOwaxNG3hvWI8HEyehPCIS2atWwXmZBp38PLpQh8OCZCDhXyotrw6OY4q6WuBkMhSeOIH83XtQevt21RdFIlgPGQL76dMoGas4V6yHDcOjZa+j+MIFPHrjTbQ4eECza4KZLdDmOSr/v7O35kCdMuDtoR31DMdxKI+JgTQrC8YeHjBt3drg7kuV4TgOhcdPIOvbbyF9/BgA3aMc5syGzajRNQZC7F5+CZJHqcj+axUyPvsMFl27wNjNrfZf1mIAYGJFavy0sNoVTMpkkoufXkvKpdnZKI+Lhzg+DuXx8ZDl5sHc3x/2U6c07l4lMgImbqXqkMfx5CHNQ7Cf4zhIkpNRcOQoBSOKiwEAVkOGwG7cWJRFRyPn7/UoPHESnEwOj59/0jxJC9D6wX8KcHM1VYJUDtQpO/p6BfE+7ys6dx7p779fZR7++Jdf4b7iG1j1N5wyW0l6OkpDQlEWGoriq1cgSVInJMwDA+G08FVY9u+vuibYjByJlHmvoPTGDWT9+itclldTTlwdZjZA6+coMXtnb/XHTvZdQFJC1RZO/KvFOIkERefOozwmBiJrK1gNGADT1obZgIPjOBSeOIGs776HNDMTAGDa2hdOixaRuvQ/2ivAMFavDIOGkz9tmt4+LrbO99mOG4vi8+dQdOZfpH/4EXz27K77ZtPueQrUxR6tPVCXGU0/tdQNkeM4lFy7hsKjxyBOTCTvD4EAEAohEArByeWoePAAnFj81HslSckoOn0azq8vg+PChQ2fAFo6AhM3N+oziOPjUXrrNiSpqZBkZUKakYmKlBTIsrNpIyMjOEybCqdFi1QBOZuRI5E0YyYqEu4j7d334Lnqr/pNEiydKCsbfYDKBsYr/PWU3VL9XuQtS87JZHj862/IWbsWAGDati1sx42FODYWBYePIHfzFkgfZ8P9u2/1GqwrDQ1D3ratKL5yVZUJVyIwMYHtyy/Bcd48mHhW9R+0HT0a8sJCZHz+f/bOOzyqamvjvzO9JZNeCITQOwiIXWwoNuyKBWzYlXvtXq/da++9gCJiRVRU7IqKKFYQBaW3hPQyJdNnzjnfH3syJKRNkkmBj/d54mDmnDN7MnP2Xnutd73v3VQ8/jiWfffFPDJO0ebMwWKjU7xcBAn778Rq3d55ba+uDz+k5JZbYzpU/pUrcX+0CNukI8i988742tu6ALXffkvZnXftCAoGDybj8stIOuqoVoMC85gxZM6cSeXjj1PxwIMkHXpo60ntwZNBa4SaTWKea06Au2INqDJY0iGplY1VO6AqikgwLvpYtE5JEvqcHHQ52egyM9GYLchOJ8ENGwisW4tcWbXjZEki+ZhjyL71lvg1xRIM2eMRbK0F7zZg/dRBm5pK8jHHkH7ppeizdxST7FOOR2tPpuiyy3EueBfLhAnYT2gmwdMU9jormqh7Gw67peHmdOsP4rHvgQllAamqStXTz1D13HOx34W3FVL55FO4PviQvCcexzSs+w0EQtu2UXrnnfh++ln8QpKwTZxI6rRzsB54YItriKGggNw776D42uuoenEWyccc0/pmQpJEcu6nZ0T7a3OJOmchBFyCDdMJRguK30/1nDm4P/uMSGkZGnsypiFDsew9HvPo0Rj690djs6F4vWIdLi0jUlWJpNVhGjEc08iR3ZYk8v3xB2W339GAUW8cNAjLvvtiPWB/LPvsg9bWWGxeYzCQ9+gjbDljKqFNmyi/917yHnssvhcddbqI71a/J4oVTX0vijuvFcz/11+U3nILwQ0bY7/T5+eTesbppJx2WtsLk50M2eOl7M47cX8snFj1ffPJuuZako6cFNfGNeOKK/D+uAz/n39S/tBD9H788ZZP0JsE8/vvhbB2UcuJulgc3jlGEmo4jPuzz6j96itChUWAKL5ojEYkkwnF5yO0dStydXWjc70//EDN66+L9uz9OsBw1mgEm7qdkF0uPEuW4Fu+Qtz/JSWES0oa7B2Mw4aRfdNNWPcTDLekSZOwjBvP9iuuoPaLL6ieNZuMyy5t2wuPO08k6tZ+Kgz66swv6sysEtidoyoKlU8/TfXzLwBg6N8f6/774/3hB0LbtlF02eX0euD+tq21CYaqquJv+YogIjSAXk/SoYeSdt65mMePbzQfW8aOJffBByie+S9qXp6DbeIhWPfdJ74XHnV6NFH3rnAT3jmhXdf2mjtGJIYTiOCmTRRfc20DyYmKRx7FdsQRZN98c4wQ0BMQcTgovfU2PIsXA6DPyyPr+utEgq4t+8/dEHsSdXvQOnZyN8x/Nb7kkSRJZN92G96ffiawejXuTz7BPmVKyycNOx6+fwg2Lm65naUiKu6elfgAQfF6Kbn5v9R++WWrx2qsVkyjR2EeMwbzmDFozBZcH32E6/33qXzyKTRWK2nnnpvwMbaG2u++o/KJJwmuXdvk85LZTPLRR5Nx2aUY+vZt8Jyhb1/6vPgCW6eeiWfJEmrmvkr6hRe0bQAHXSMSdavfh4OvF21ua0SgGbMt7yCCm7dQfs//YppuaeedS9Z118Vo6bbDDqf4+utxf/op2hQ7Obd3vUOU7PFSdvdduD9aFPudxmrFvNdemMeNxTJ2LKbRY1psDUg580y8y36i9quvKLvzTgrmvx1/ZWnMWSJR9+ebjRN1dYmFBLY/qKpK9UsvUfmo2LTZJh2B/bjj8P32O44FC/B8vZjNf6yk1wMPYDv4oIS9bnvGWfnYY1TPFuLQ+rw8sm64XiTo2hAUpM+4EPfHiwhu2Ejl08+Qc9utLZ9gTBJt3+s/EwFzcxucGFNhZMJbv+TaWoqvuw7v90sb/D7Uivumvndv0GoIbyvE/emnBP7+m/x58xokwroCnqU/UHrrrbHkKjod5pEjMY8ZE5uL9Xl5zSY/bBMnknHVlVQ99TRl996Hdf/942/xH3yM0M1yF8OW74W5Tx22Re+ngsR9r5VQiNJbbsW9SMwfaeefT+qZU/H/9RcVjz1OaNs2tp55Frn33IN9yvEJe922wv3VV5TccCNqIICk12M/7VTSL7gAQ35+3NdIPvZYXJ98imfxYsrvf4A+L7/UegJrxMkiUbfuc8FC1ZsbH1O6UjxmDU24o164vJzCC2c0uHcUrxdPSSmeb7+N6xrmsWPp9dCD7TMN6gBq5s2j/MGHQJZjjPqUU06J2yBCY7WS9/BDbDntdNyffob9pJPiY80MOgqMyeAqgqJfoO9Oeo7BWqiMFoITzKjzLF3K9iuuRA2H0VgsGAoKCG7ZQriwkIpHHqXymWexn3giadOnYRw4MKGv3R6EKyoouuhisdHWasm44nLSL7ooPoO2KCSdjpy77mTLKadS+9nneM88q/Ukw9DjRaJuzaKWmd8xx9fEs77DJSVs//fVBFatav1gScLQty/GoUMxDR2C1m7HMf8dgmvXUnTZ5fSd9yrm0V3LplUCAaqefY6aN95Arad3FoNWi2XCBFKnntFkMsJ28EFk33YrZbffQeVTT2E98EDMo9og85M9HPIPgMJlomB+zIPCBbZOfmb4iR14dzsQcTgou/12ar/6GoDUc6eTff31SAYDSjBI2Z134Vq4kJKb/oNkMJJ89OSEvG5bIDudFF9/A94fomu0RoNp+HARg0+YgHX/A1ptz00+8ki8p5+Oc8ECyv53N/0XLoxPomHwZMEkri0RMXf/nXQB6wrmCW57DaxbR+EFFyLX1KBNSSHpqKOIVFTgWbIEz+LFeJctI/Pf/yJt2rRu7zgKbt5C4UUzRHeRXk/GZZeSPmNG+4y/dkNIqqo2pkvtQYfgdrux2+24XC6Sd2rz2BURWfw0G67cUc0f+vfqNlFQq16cReXjj6Pv1Yv+n33acpChqvDEaNHOMvWNHXbxO2Pu8bB1KZz4HIw9J+6xtAY1EqHokkvxLluGpNeTcvrpWPbfL1ZVVmVFtAKrKob8fPT5+U1u7KtmzabyscdAq6XgrTe7LEhQw2HK7v4fzgULAJBMJiwTJmAcNAh9dha6nFz0OdkYhw5tNdhzzH+HsjvuQDIa6f/hBxgKCto2mPnTRKCXu5doBVv9ntCcufjbVpMPqqri+fY7XB99RHDdOhSvF8lsQmOxorFaUGo9BNcJy3PJaCT3nv81mQR2f/4FxVdfDUD2bbeSdk7iviutQfZ4KJwxQ1TvtFpSTjkZ+ymnYB49us0U7khlJZuOORbF4yHnzjtIPTNO4X1fDTw6BOQQXPbjjlYjbzU8HBXpvn6DSKR2EKosU/7Agzheew2AtAsvJOv662L3R2DtWkpuuDHG3ki74AKyrrm67forHR2nqlL+v//hePMtMY7zziXz2mvbtPmpD+/PP1N4/gWg0dD/448x9m9Fq2flm0KcOms4XPFT08d8cp0wkzlgptCrTBDUUIjCGRfh++03JJOJtAvOx7rvvqAogulTWUGkohIlGEBrs2Ho1w/jkCGYBg+OtVj6//6b4pn/IlxSgmnMaPq+9lrbtN46AMfbb1N2192gqujz88m49FKSJk9uswaOGg6zdeqZBP75h+Rjj4mfDQRCY+v3l0Wl/NSoC2DADQ8PEPfZlb8JNmsHEamsZPs11+D/fTloteK+P/30Hc87HJTcdFMs4Zp24YVkXXdtl7eHuBZ9TMmNN4KqYtl3X3LvvacRMzhehAoL2Xzc8ajhML2fe5akw1vRMlVVeGKUSPpMfV0wuXfG4rth6aPCqfHEZ9o1rqYge7xsmz6d4Jo16LKyyLr+OkwjRyE7HfhX/olv+XKCa9cSLikR45QkdFlZ6HNz0WVmCC3FX35FDQTQZmZQ8NprbV9j24nKZ5+l6mnxt0g+9hhybr+93Uyy8gcepGbuXAwFBfT/eFF8m74PrhDu8HvPgON3uvc2L4F5J4i25mviSNLECe8vv1J0ySWowSC2ww+n1/33obXbUXw+3J9+Ss1rr8diChAJVNOwoej75KPP64U+Lw9D34Iu09sKV1Swbdp0woWFaDMz6P3kkx2SUym7+24cb76FadQo0d3SUgxWfz674heR5G4Kj40A93a44DPo2wZTkVYge7xsO+tMghs2iiTy9OmYRwvHZjUUQg0GUPwBNCYj+j75GAf0R2NpWNRXgkG2XzUT79Kl6HJy6L/oI7RJSQkbY0sIFxdTeOmlhDaKBL5h4ADRcth/QOy7pM/Ojiv2Kb72Otyffopx8GD6vbugbfHSpm/htZNAa4ArfhZtsMuegoKD4fyPWz1dVVV8v/6GZ8kSwtu3g1aD1mZDk5SMNjmJcHEJ7i++EF0iej25d91FyikNjTZURaHszrtwvvMOksFA/ty5WMZ1nZOz7HSyddo0Qhs3IZlMpM+YQeqZU9uuv41gR246+hhkh4OsG2+Mn8Cw6N/ib7/XNDjp2YbPPbuvkHI647XmWeFtRGDdegrPOw/Z6cQ0YgR9Zs+KdT8EN22i7M678P32GyBaS7NuvBHrQQd1C7M7uGED2849D9nhQN83n7zHHsM8onMYuj0JbckTdUmizuv18s4777Bx40Zyc3M566yzSO9BGjeJxm6XqPvqKTbMfB4A6yETyX/xxTadr/j9bDr6GCLl5WT/9+bWGWaf3ww/PyfYQCe/0Ph5VYWH+oO/Rrhx9krcpF/+0MPUzJmDZLGQ/9JL7V5QVFWl5LrrcH/6WfsW2Pa8ZiTC9quvxvP1YtBoSDv/fDIuubjdAbiqqhTNmIF32U9Y9tmH/Ffntm0id22H5w+EgHPH76YvbNVIQnY6Kb72OrzLlrV8fUnCdsghZN10I8Z+zSdH6idN+7zwQpcwuVRZFgmRn39Ga7fT+7lnsYzvGDug5rXXKb/3XrR2OwO++rKR1lOzmD9dUO/3vwom3yt+9/dCWHB+y8mieohUVeH9+RciVZVok5LQ5eRg6NsXfU4Okk5HuLSU0tvviOlSZd/8H9LOO6/RdZRAgIqHHsbx5psAmIYPJ/eB+7vUyan65TlUPPwwSBK599xDyqmndPiaRZddjue770ieMoW8h1sxSPA74OGBoETgquWQ0QRz46VJwkzmlJdg9OmNn28nSu+8E+fb89FYreS/+mr8bdQ7IVRYyJbTz0Bxuci44vL4NMU6COcHH1D6n5sBsJ96Cjm33orG3ASDKk4E1qxhyymngqrS98034t8EFy+H2YeLzc+/VoI9T7S1vDcD0gfBVb+1WojwrViBa9EiQps2g6KgTU1Bl52DPicbXXY24eISaubNQ66pQWOzkffkE9gOPLDRdXZu/bceeCB5jz7SZe17vhUrKDzvfNRwmJTTTyfnjts7XJ2vePQxqmfPFuvmBwtbZ7h+cYtg1Y08DU57ufHzr50CmxbDcY/ChIs6NLY6qJEIRVdcgff7pWjT0ymYP7/ZNiIlFEINhZEM+kYJ7XBJCUWXXU5w/XqMgwZSsGBBp7MIHO+8Q9ntdwCQec01pF9ycYc2aLLHy6Yjj0R2OMi5+y5Sz4ijTXDTN/DayWBOg+vXg7YeM+X7h+Gbe2DEKXD6K+0eV30E/vmHbdPPRfF6sR1+OL2ffKIRG6YuKVHz2jw833wLSmNtZslgIPWsM8m85ppO/ZwUv59t088lsHo1+t69yX9lTocZl5HqajZOOhLV76f3C8+TdOihLZ/w+mlC3/bwW2FiE5pcvhp4KBp3/adQsIYSAFVR2D7zX3gWL0aXmUnft95qd4ue7PGy5ZRTCBcWYj/lFHrdd29CxtgSwsXFbD1nGpGyMrSZGeTecQe2I45o9z0Wqalh83HHIzscZP77X2Rcfnn8J6uqSNRt/k5oQ3srQQnDWfNhSMutr6GiIkr+c/MOQ6YWYBw8mNx778E8qmlmpSrL4jP95hu0djt9336rxZg9UVDDYbaddz7+FSvQZWXRZ/as1rXSW4HzvfcoveVWNDYbA776soHJWLPY9hO8cjQYksR8V9cp5qmER6Lx3w2bhdxRBxFYt57CCy9Erq7GNHo0+S/NbrRXUBUF57vvUvnY48hOJyBa6m0HT8QyYQKWvcd3iQ5xpKaGraefQbi4GNPw4fR5aXa3yal0Nbo9UTd8+HB++OEH0tLSKCoqYuLEiTgcDgYPHsymTZvQ6XT8/PPP9OuCG7U7sLsl6sJfPcHGmSI5l3b++fHZvO8Ex9vzKbvzTnTZ2Qz46suWGRhbf4S5x4oWoxs2NgziAGrLBEtI0sB/S5pud2kHXB9/Qsn11wOQ98TjJB/dMQ2HiMPB5mOPEwvs1Ve3XWOijSi//35qXp2HZDSS98TjJB12WOsntYJQURGbTzgR1e8n9777GlXLWsX25aKa5KuCQ25s6ALbBCIOB9umTxfVL6OR1LPOwnbIRFH5DgRQvD4UrwfJYMQ0YkRcbXeqqlJ6839xffABGquVvm++iWlI5yaGKp95lqpnnkGyWCh4/TVMwzuupahGImw+6SRCGzeRfvHFZF13bXwnrvsM3jpTGK9cu0boYLx3Max6B/a7Eo6+r9lTZY+Xikcexrng3ZgjWQPodOiyMomUV4AsI5lM9Lr/PpKPOabFIe1s/mE74ghSzz4L6/77d6oehW/FCrZNPxdkmexbbyVtWmIYloF//hFJH0mi/8eLMA5oxUzgtZPFZvWIO+DgnT5HRYb7e0PYlzB2FoDjrbcEG02S6P38c61v1FpBjK2q09Hvvfc69Z7yr1zJ1unnQjgsmJg33pCQ6m/pbbfhXPCuYJnMfzv+794rx4lW130uFc61b5whtOsOuhYm3dHsaYrXS8mtt1L72edxvYxx0EDynnwSY//+LR7n/uwzSv57C6rfjz4/n7yHH0qc43UzkD0eNk85gUhpKUlHTiLvyScTcu/KTicbJx2J4vGQ98QTrbdKFf0GL08SAvg3bGwYD6iqYAb5quGib1rW24oTqqpSdtddON+ej2QydbitLlJZyeaTT0GuqiJ12jRybr2lw2NsDv6//mLrOdMgHCZj5lVkXnllQq5bM28e5ffdjy4riwFffN56Al2OwGPDwFsBZy8QBhN1qLuXJt/fWK5hJ4TLyvAu+wm5phqN3Y5p2HBMQwY3SML5//yTosuvQK6pwbLPPvSZPatV9nS4uBjf778T3LiJcHEx4eJiQtu3x7TQTKNHkz9nTqex60pvvwPnO++gTUmhYP7bjeRJ2ovyhx+m5uU5mEaOpGDBOy3PoctfhUX/Eh0Rly5p/PyWpfDq8ZCSD1cnjvlY8eSTVD//ApLBQN/XX+twN4pvxQq2nTNNFGTeeL3DBdOWoPh8bD37HIJr12Lo35/8OS/H3UreElyLFlFyw41IJhMDPv0Efa9ebTi5GGYfBp6oVMSwE+CMeS0WkwLr14u2yepqIZNzzDExHVTFU4vsciO73ejSUrHss4/QIG2Fya34/Ww773wCf/2Fvlcv+r75RkL+Ni2h4oknqH7hRTTJyRS88XpCTBRURWHLyacQXLeOtBkXxmcsoSjw1Bihl3rqyzDqNPH7vz+ABefFVTD3/vorNa/Ow798OXJtLdq0VMzDR2AaNQrzqJFo7Xa8P/9C1axZqD4fxmHD6Dv3FbT25hPostNJ1fMv4Hz33ZiRWh0MAwaQNn06Kaef1mks/aIrrsTzzTfo8/MpmP92fEnP3QTdnqjTaDSUlZWRlZXFtGnT2LJlC59++il2ux2Px8PJJ59MZmYmb0ZZFbsbdrtE3eePsfHq2YBoV8u+6cY2X0MJhdg06UgiFRXk/O/uBi08jQ+W4ZHBIrlz7ofQ/9CGz2/8Gl4/FdIHwszWqz3xIPDPP2w9+xzUQID0Sy4h69prEnLd2AJrNNL/k4/b3RLUGmq//Zbtl4ugNu/JJ0mefFQrZ8SP6pdfpuLhR9CmpTHg88/iZ3K1EaosU3TxJXiXLUOXnS2qXwliWimhkHBt+u03dLm5FLz9dqdpawXWrhVJG0Wh10MPJlRAt/abb9l+xRVIRiMDvvg8vkBHDsOjQ8X9dMY8GHCESHSHPDDja+gzocnTIg4HRTMuIvCP0IM0DR+OoaAA2VNLuLiEcFFRzMoewDJhAtm33hJ3xTJcXk75PfdS+9VXsd/ViXrbTz014Yu2Ggqx+eRTCG3aRPKUKcJgJIFU/+0zZ1L71dfxtVL+/gp8fLVgA1/yXcPnKtfBs/sIF7Cbt7fopqcqCpGKCtRwuMVWGu/PP1M44yKQZTKvu5aMiy9u25tr6rVVle0zZ+L5ejHmsWPp+8brnZJkVQIBtpx0MqGtW0k68kjynnwiYa8Tqaxk0+SjUXy+tt2rdS1FkhYO+y988z9Agqt+b5ohidioFJ5/Af4//wStFvuJJ2Ldfz8krZaIw0GkrJxweRmRsnI0VitJRxyO/YQT4mZiB9auZfuVVxEuLgaEPmTmzJkdZhA0h7pkgr5PH/p/sDCh7rOVTz9D1bPPYhg4gP4fftjyRkFV4fGRogVvZ7kMZxE8MRI0Ori5uEWXw8C6dXiXLiVS40CXlip0Z8eNa/DaqqpS9cyzVD37rEh4P/0USZMmNXvNeOH54UeKLroINBr6vbsgIYWdnaGEQmyJzn9JRx0l7qMEzX9KKMTmY44lXFwcf0vYZzcJsftRZ8CpIr4kEhLdEqFaIZHRjJmE7PFS8eADON97vxHzTTKbMY8ejWn4cCLlZbi/+BJkGdOIEeTPfaXd7Y+qquL9/ntKbrwJ2eXCeshE+jz/fMLnPM/SHyiKzs/5r8zBuv/+rZwRPyI1NWw8YhKq30+f2bOwHXxwCwOphEcHC6mXq1dDyk6Mvp+fh8//A0OOg7MSs5dzf/opxddeB0DuA/fH56QeB0pvux3nAnFfFSx4p9MSD3Xtxdr0dPq9u6B1h904oaoqhdPPxff77yQdc3TrhiA7w10KK+aBJU2YTOiaX1MiDgdbTzudcHExxuHD6PPMM21LDLaASHU1284+h9C2bRj696fv6691GoPKv3IlW88+BxQlIcSL+vAsWULRpZe1LQ7/9n5Y8gDk7Q0XfS0Spe9fCn+9DftdAUff3+RpqqpS8cgj1Lw8J+7xWfbfj7zHHos7hla8Xjzff4/vt9/w/b68gfmE9YAD6P30Uwl3l4/Nczod/d5/r0u7anoC2pIn6nQrjZ9++ok777wTezSra7PZuOuuu/ihTtRxD3o+6qdy2xnYaQwG0qLBW/Xsl1CjbpBNH6yFIVFGzpomdBTqXHJymq+0qaqK+/MvKLryKjYdfzxbzphK2d134/n++wbJBYi2n1x+BWoggPXgg8n8d+LauJKPPx7LvvuiBoOU39s8c6kjkD0ewZRBMB4TmaQDSJs+HUP//sg1NVQ++VRCr10fjrfeFtqAZjN9ZiUuSQfi+9f7macx9OtHpLSUoksvJeJwJOz6dVBVlbK7/weKQtLRRyfc5cp22KGYx49HDQapfCZOvSWtHsafL/795W0iqRDyQNqAZh1f1UiE4n9fLSzd09LInzuXfu+/R95jj5I/axYDPvmYISv/YOC339D39dcYuPhr+r42r01JAX12Nr2ffor+n35C6rRpaGy2mKj35mOOxfvzz3FfKx5Uv/oqoU2b0Kank3PrLQnX48i46ioA3J99TqgJJ9IGGHo8IIm5zLnTsaV/isfskc0m6dRwmOqX57Dx8CPYeOhhbDryKNbtPYHCiy/B8fbbRCorY8d6f/6F7TP/BbJM8vHHk35RYtr/JEki59ZbkSwW/H/8gWvhBwm57s6oevY5Qlu3osvMJPfeexK6MdZlZpJ+qWA6Vz7xJMpOa0OzGHCYaLVU5WiSDhg9tdkknaqqlN5xB/4//0Rrt1Pwxuv0uu9e7FOmkHzssaSdcw5Z111L3kMP0Xfeq/R5/jlSTjutTXIJpqFDKXh3AfaTTwaNBs/Xi9ly4klsv/oa4eybQHh//gXnO+8AkHvvPQkP4tPOOxdNcjKhjZuo/eKLlg+uc38F4f5aH9uFDg9Zw5pN0skeL8XXXsuWE0+i4pFHqZkzh4pHHmXb9HPZcPBESv57C65PPsGzdCnF11wrknRA9q23JCRJB2A76ECSjzsOFIWyu/+H2kTbZUdRPXt2bP7LvfuuhM5/GoOBjCtES171K3NQ6jlaNotR0WLt2o9FGyUIc4lQLVgyBJOrCchuN4XnnSdY3oqCea+9sJ94AtYDDkBjt6P6/fh++YWaV17B/elnIMskHXM0fee92iGNMikqtdHnpdlIJhPeJd/jePvtdl+vKaiRCOX3CE3S1OnTE5qkA9ClpZF6hvi718xtxRTOlgl9om6paz9p/HxZnZFE8/IJSihEzbx5bD3rbDZMPIRNxx8vjNoWL270HfH++islUWmDtPPPT1iSDiDzmqvRJCUR+OcfnO+/n7Dr1odvxYqY7m3eIw8nLEkHUWO+W28BjUYYgvz8S9sukJwLh94E+1zcYpIORLIxXFyMPj+fvnPmJCxJB6BLTyf/lTnocnMJbd7MtmnTCW0vTtj166AqCmX33AuKQvIJUxKapAOwTpyIeW8Rh1c9+1zrJwBMmAFaIxT/DoU/QzggTMWgaW3VKOon6VJOP42CBQsY+N23FLz9Ftn//S/JJ0zBMGAAul65QiP2/vvJf+mlNhW6NVYryccIrdL+H33I4F9+Jvu/NyOZzXiXLWP7zJkt79nbCDUcpvyBBwBIO+ec/3dJurai0xJ1dUFAIBAgd6cJKy8vj8p6G4k96OFQdwSNkqb9wV3qGWegTUkhXFhI7deLWz64buJa+0ljrZDiFeKxmSSD4vOx/bLLKb76ajyLFxPauInAX3/hePMtii65lPUHHUzJzf/F/eWXON99l61TzyRSXo5h4ADyHns0odU2SZLIuf020OnwfPsttd98k7Br16FmzitEysrQ9+mT0CRjHSSDIeZm6XjrLQJr1iT8NSJVVVQ++SQA2Tfe0CltdFq7nT6zXkSbnk5w7VoKzz2vQUIjEXB//An+FSuQzOZ2MU9bgyRJZF0vKs6u9xcS3LgxvhMPugaSe4Nzm2AxgNCdaWazVj3nFXy//orGYqHvq3Ox7tfYGVbSaNDn5mLZe2/0ee23eTf270/Orbcw6Psl5N57D8ZBA5GdToouuRTf77+3+7r1ES4upuo5obOZfeMNLbYDtBemIUOwTjwYVDW+TVCd+PaaRQ2fK4oG4c2wSZRAgKLLr6Di4YeJlJWBTodkNKKGQniXLqXszrvYMPEQtpwxla3nTKPw/PNRamux7L23SHQlcIOuz8mJtc9VPPJITO8kUQiXlVETdRnPueP2TmHzpp07HV1mJuGSEpzz34n/xClPCOc8jQ4GHilc9ZpB7VdfCednrZbezzyNea+9OjzupqBLTaXX/ffRf9FHJB8ril21n38uHB/jdCFtDWo4TNk9IjmZevZZWPdpxUGyHdAmJ5N2ntCyrZr9Eq02fgw/STyu+1xsgOpQ52zdt2ldUsXrpfD880VCR6PBdvjhpF1wAUlHH43WbkeuqcH1/vuUXHc9RRdfQu3nn4NGIzQ4E2xMlHXjjWgsFvwrV+L68KOEXjtSXU31S0K/L/u/N3eKhqF9yhR0ubnIlVW4Fi5s/YS88ZAzSrT4/xpl1K37VDwOPAKaSMirqkrxddcT+PtvtGlp9H1tHgVvv0WvBx8kf87LDP5pGf0/XkTO3XeRdt55ZFx1FQXvzKf3448nLJlsHjWKrGuFXEHFI48SLq9IyHUBXB9/TGjbNrQpKWT++98Ju259pE6fDhoN3h9/JFCPOdMk6tipa5somBdHu1lym26xD5eXs/X0Myi/7378f/xBpKKC0MZNuBYuZPuVV7HhgAMpvuFGnAs/oOLxJyiacRFqKITtiCPIuuH6DrzDxtClpZFxpeg4qXz8CWS3O6HXV1WV8gfE/G8/5ZSEJ1hBFGJSz5wKQPm99yY0cVIHz9IfhCyDRkPe4491yjyh79WL/Dkvo8vOJrR5M1vPOhP/6r8T+hquDz8isHo1GquV7Bs7KQ6PzgHO998nuGVL6yfZsmBM1ATui5vhj9cg4BJxeZ/G8TWITqm6JF3uvfeQ+7//YR41En1ODua99iLt3OnkPfQQAz75mEHffEPfV+eScvJJHd7Dau120s49l76vzkWyWPAu+4mqNmrTtwTH2/NF0Sg1NXZf7kHz6LRE3RFHHMG4ceNwu92sq+ekBLBt27bd2kxid4Oq1AuSO7DJ01gspEQXGsfrr7d8cL9DhOZMbQmU/lFvMOoOO+u8xom6mGjpkiVIRiPpl1xC/pyXyXviCVLOnIo2MwPF7ca1cCHF//o3pbfeRqSyEuOggeTPnt0prlDGAQNIv+B8AMrvuRfF70/YtWWnM7aRzbr++g6Jq7cE6/77i41fJ1X8q2bNQqmtxTRiBCnxiFG3E4Y+feg771V0mZnCbWjadOHKlwCoikLViyIJlnHJxQmtqNaHZexYko6cBIpCxeNPxHeS0QbT3hUsOkkrqPZ1QcNOCJeXU/WCeB/Zt96aEF2PeKCxWEg59VQK3n0X2+GHo4ZCbJ/5LyJVVR2+dvkDD6D6/Vj23pvkBLMc6yP9whmACN5aZWwOq2MB7bQp3xbVKmnCRU9VVUpvuRXvDz8gmc3k3vM/hiz/nSEr/6D/x4vIvO5aTGNGg6oS+OuvmBC0/dRT4tJmag/Szp0ukqsOR/zfxzhR9fwLqKEQ5r3HYzviiIReuw4as5mMaLKx6vnnG2m1NAtjkmglv61K3FvmlCYPU4JBKh4UBiPpF1+EZULTreaJhHHAAPIee4x+H36IZe+9RfHqX//G+1PrxjGtoea11wlt3IQ2La3TkgkAqWefjWQ2E1yzBl9r4+49QYilh2qF9mMdtv0oHgsaG3EAlN5xJ4HVq9GmplLw5hv0ee5Zsm+6kd5PPM6gH5aSP+dl0s47D9OoURgHDSR5yhQKFrzTpFFOR6HPzoptWioefRS5tjZh166eNRvV78c0ahTJxx6bsOvWh2QwkH6h0KCtnv0SajjcygmSKCAB/PwsVG+CP6MMtRFNa+E658/Hu3QpktFI/ssvNbqXJI0G48CBpJ5xBtk3/4fMq67ssMZZU0iddg7mvfZC9fmofOKJhFxTjUSoel4Uk9JmXNhp+neG3r1JOvJIgFjs2CyGRhN1234U2tB18DuhMlqwbSLJoHi9FF44g+C6dWjT08m+9VYK3n2XPrNeJO28c9Hl5qJ4vbgXLaL05pupfvFF1HAY26QjyHvk4U5pTU0755wdnSFPJ879GcDz3XcE/voLyWxOmGxOU8iYOROt3U5wwwYcb89P6LVVVaXicSHZkTZ9Wqc6bxr79aNg/tsYBw9Grqxi2/Tp1C5uhbwRJxSfT5jHARmXX4YuIyMh190ZlnHjsB1yCMhy7L5tFYf9F4x20UnxaTQZvf+VTXZOKIHAjk6p884j5dRTEzX0uGEePZrcu+4CoOq55wnslMtpDyIOB5VPPw1A5tVXd5qU0u6ETknU3XHHHZx66qmceOKJXH/99dhstgbPL1q0iINb0kbYgx6GBr2vHbpS6llngVaL7/ffCaxd2/yBehMMjLaV1G9/dRYKAWKNDnIbB2DVc+bg/fFH4do69xWyrr0G6wEHkHz0ZHLvvJNB331H39fmkXr22RiHDsU8ZgyZ11xDwfz5nZZYAci4/HJ0ubmES0oSWpmomTcPxevFOHSoSN50IrJuvHFHm9sHHybsuhGHQ7SxIFzoOks/pA7GAQOENkavXELbtrH1nGkJaQ3zfP89oY2b0FitpE6b1vGBtoDMa64R7W2LF+P/66/4TsoaJjQdbykTehjNselefBHV5xMtRSedmMBRxweN0UjeY4+KIM7hoPTOOzt0Pc+PP1L71deg1ZJ9+22dakFv2XcfTMOHowYCOFtri6pjDRf9smMT5KuBCqEJSH7jqrz7009xf/JJzME45bTT0BiNSJKEceBAMi6+mH7z5zPwu2/p9dCD5D5wPwO+/IJe997baUl8Sa8n5/bbAXC+807838dWEKmqwvneewBkXX11p35uKaeegr5vPnJNDTXz5rXt5FbG5Xr/fcLFxeiys8m45JIOjLLtMA0ZTP4rc0g6+mgIhym+9roOsYjD5RVURVvus667tlOYqXXQpabGNid1bLBmodEIdiPAn6L9jJrNULlWmE71bZyo8yxdivvjj5tlOUp6PdYDDiD75v/Qb8E79F+0SJh0dOIGNm36dKEDWlUVf0tVK4g4HLEWzcx//7tz76PTT0Obnk64uBjXJ020S+6M4SeJFteAC54eB/4aSC0QDNWdIHu8MemNrOuujYnbdwckjYbs/4o2TdfChQlhBLkWfUx4WyHa1FTSzj67w9drCXWFY/dHi1ouhKX2hd77iK6auvsKdhTL0/oLdvhOKLv3PkKbNqHLyqJg/nzSpp2DeeQIbBMnkn3zzUIq4603STvvXCz77UfS5MnkPfE4vZ96qlPXqexb/guA4803CaxrhU3YBtSx9dPOObvTEkMg5sTMq0VxpPKppxIq3+L9/nuC/6xBslhIv+yyhF23Oehzcuj7xutYDzwQ1e9n+1UzqZ47t8PXdcx/h0hlJfo+fUg999yOD7QFZMycCYhOmuDmOFh1STlCj1MX/Y4POEK0IzcBxxtvECkrQ5ebS2YnJn9bQ/Lxx4nEvixTfv8DrbPbW0HV00+juN0Yhw4l5bSuTz7uiui0RF39n8mTG7p2Pfzww7z11lvNnL0HPQ712VMdDPL02dkkHRWt5rXGqqvTnflrvhDEB9gcbd/pNa6R22u4oiIW3Obc8l8sY8c2uqSk1WKZMIGc22+j/wcLKZj/NhmXXoLGYmn/m4oDGoslFtjVvDwnvkm9FaiKgvN90WKSceklneqWCXVtbtGK/yOPJKx9wPHGm6LaP3w41gMbs4g6A4a+fSl44w0MBQVESkvZOm16/G2kzSCmIzF1aqcwM+vD2L8/9hPFxrRNFX1JalVIuO47lXn1vzv9O9UcNCYTvR56ULSMf70Yzw8/tus6aigU04ZMm9b5WhiSJJEWZZXUvP5Gy1pN9jzBBEKFlW+I3234Svx/5jDRKlEPSihExaOPAiLxb923+ZZDfU4O9hNOIOWkkzDk53fkLcUFy4QJ4vuoqpTdeRdqUw7BbYTro0UQiWAaMxrL3k3LHCQKkl5P5r+EbED1y3MStgFSFSXWBp1+0UWdvs40BUmvp9dDD2IcNkwkvm9v3pW2NVQ8/DCKz4dpzGihhdfJSDv/fNBq8S5b1rrkwrjp4nHNIqhYC6tFkpd+E4WIej2oikLFQ4LlmDZ9eqc6QbYFksEQSybUvP46wU2bOnxN57vvogaDmEaM6PT1VWMykXa+YBtWz5rdOvNeo4WTXwRz9PPR6OH4x4Uz+U5wvDYP2eHA0LevKPh2M8yjR5N8gii2lN9/f4c2sPXZdOkzLky45uPOMO+1F6Yxo1HDYWHI0RLq7qsVr4mOFtgRh9dp2NWDf9VqXO+/D5JE3mOPYujdWBZD0miwjB1L9s0303fuK/R+8gmSjz660+MN24EH7kg63HNPh5MOIBxSA6tWgV4fW/s7EylnnIFx6FAUt5vKpxKnGV1XDEk988wuc9/UJiXR54XnSZk6FVSVigcepGbea+2+nhIMUjNHxOEZl12Kpg0ar+2BeeQIbIcfDooSP6tu8GS45m+47EeY9p7QkN4JSjAY+zwyZ87slE6IeCFJElk33YRkMOD7+Wc8HWA+BtatjzFBs2++udNJGbsLumcXtge7FuovZgmoxqZNFwu/e9HHLW+IhhwH1kxwF+/QcdoQdYgc1LjiWj1rNmoggHnMGOynnNLhcSYaSZMmYT1kohDSvOd/HQ4SfL/9TqSsDE1SklgsugCJNpZQZTnGmkm78MJOrfbvDH1uLn3feB3j0KHIVVUUXX5FuzW2/H/9he+330CnI+3c6YkdaDPIuPJK0OvxLvsJ7y+/JuSazvnvoAYCmIYPx7Jv07oZXQXT0KGkni02ZBUPPtguTZaqF2cR2rwZbXp6zOyhs5E8+Sih1VRd3boQ/oSoscNPz0LIC39HN01NiAu73nuPSEkpuqws0i+akeBRdxxZN1wfE+zuqMi6qqq4Foq/RcrJXTOXJx9zDMZhw1A8HqpnzU7INT3fLSG0bRua5GRSTun8xFZz0BgM5D30IOj1eL79Fs/SpW2+hueHHwUDTZLIufW2LkniG3rnkRwt9Fa35nqXPSJ636jw7gXingJh8rETvEuXEtywEU1SUswEoafAdvDBYj2PRCi/976OJYBkGUe0KJ46bVqXrK+pZ52FJimJ0ObNeL5b0voJWUPhip/gxGfhsqUwoHEso4bD1LwpnEUzrroSSd94c9sdyLr2WiSzGf/y5UK/sJ1wfbSIcGEh2rQ0UjuZTVeHumSn8513Wi6sjDgZ9Fao2QQbo5v0dVER/MGTGx1epzVsP2FKpxdY2oPs/9yEZDTi++033J982uHruT8S0hW2iRM7zcG0PiStluybRdHfOf+dhLQjBrdsEfGrRtNl8WsdJL2enDvvIONfgp1W/sADeH5sX2HWtfADIpWV6HJzsU9p3qAhkaiTK3B/8gnBzZvjO8maDjkjm91P137+ObLDgS4nB/sJXfM+WoKhdx5pFwgzyPKHHm5kyBgPVFWl/F5h8JE0eXKLheY9aIhuSdRNmjSJ/v37d8dL70E70KAqmoA4zzx2rGgPCwZF5a056E2wd7RC9cPjwi5+w5fi/wc3dPGRPZ5Ywifz3//q0oRPvJAkiZxbbkEyGPAu+6lDgR2Aa5EIEJKPntxlFZdEG0t4l/1EpLQUjd3e6a27TaHOhUrfuzfhoiJK/ntLuzZGdZtI+3HHxWfVngAYeueRerpwcKt84okOJ35VVcX1wQdA123qWkPmFVegiWqytFr53wn+v/7aobX335s7neVYB0mvJ3Wq0Fmsc4FrFiNPE61evmp4/VRYH50TRp3W4DBVVWPXSr/oIjSmph0suxO6jAwyr7kaEA6qHdEWDKxeTXDDRiSjMWaK0NmQNBqyouN3vPEG4bKylk+IA3Wi+imnntrpLJnWYBw0KGaAUP5A2xLfcm0tpbfdBgjtOPOokZ0yxqaQNkPEAO7PPmv9MznqHjAkifZxv0Nocta5i9ZDzeuCwZpy6qk9UiMn+z83ReOEZdR+9lm7r+P57jsiJaVoU1K67D7S2myx+a96Tisty3VIyoGx04Q8QxOo/eZb5MoqtBkZscRtT4A+JydWNCl/+GGUQKCVMxpDjURi61T6jBldxrpNPvpoNHY74eJivD/80PyBxiQYH9Vk/PZeoaFas0k4WO6UVA1u3iKuJUmxtsCeBn1eHumXCgmC8nvv7dA6pcoyrkVCmsfeidq3O8O67z4kTZ4MikL5fR1jc4IoAoIoEnRV/FofkiSRcfnl2E89BRSF0ltubbNGpxqJUP3SSwCkX3hhmxzTOwLziBFCP1dREiZX4HhLFDpTp56BpGvMLu4OZFxyMdrMDMKFhdS88Wabz3d9+CG+X39FMpnIuuGGThjh7otuSdSdfPLJnNcJYrx70ElIMKNOkiRSzhJC9s4F77a8yEy4WIhvlv0Fz+8Pcki4TO2kT+f++GNUvx/DgAFYOsFxKVEw5OfvCBLufwDZE6dw+U5QAgFqPxdsneQuqhzVIZHGEs73RYBgnzKl2+jdutRUej/ztGCbfPMN7k/bVmUNFRZS+5VgenZF60N9pF92KZLJhP+PP/B+/32HrhVYtYrQ1q1IJhNJRx2VoBF2DNqUlJiraOVTT8V9v0Sqqth+9dUgyyQfeyz2447rxFE2Rsqpp4Jej3/lSgL//NP8gVodHPOw+HdhVDB/xCmQOaTBYf4/VhLcsAHJZOoW3cB4kTp1KqYRI1BqazukZ+KMFnCSJk3q0kSK9eCDsey9N2ooRNWzz3boWrLbjee77wCwn9h1m7iWkHHF5WhTUwlt2oTz3XfjPq/ioYeIlJai79OHrOuu7cQRNoZ5xAhhGiDLOOa3IqCeWgDTF0L+ASKJcPY7jVqLwiUleJcuBUki9ZyuYS+1FYb8fNIvEmzb0jvuJLS9uF3XqWszSjn9tC5dX1Onnyvmv9+X4//zzw5fr+67mnLqqV22AY8X6RdeiC43l0hJKTWvvNLm850LF+5g053VtMFTZ0BjMpFy0kkArRsTHHSNYNWVrIBXokXy0aeDqeHc7HhbFJNshx6KoXfvRA85Yci46CLRSRGVAmjvOuX79Vci5eVokpOxHXZoQsfYGrJuuEEwA3/5JRZ/tgdqJIIzqjmdcvpprRzdeagjMuj75hMpK6Py8cfbdL77k08Ib9+ONi2ty7XPMq8SMar70087LFcQKirCv3IlaDSknNZ9n8fO0FitZF19NQBVzz3XJnmQ0PZiKu5/AICMK65osh1+D5pHtyTqrrzySu64o/06KXvQxaiXiDEOHJiQS9qPPRaNxUJo61ZBuW4Otkw4WmhM4Y2KYB/R+LvjrGMunHZaj2ACtYT0iy5Cn59PpKIippPTVni++w7F40HXK7db2gsSYSyh+Hx4vhFaJ/aTT0rg6NoO09ChZFx2KSCo94rPF/e5NXPngqJgnXgwpiGdq4G2M/RZWbHNZsUTT3Yoaer6SLSXJ02a1GmOc+1B6plThdB/dTXVL7/U6vFKMMj2q2YSKSnF0LcvOXfc3gWjbAhdZibJUWe9uuposxh8FJw8C3JGCfbPlCcaHeL+WFTtk48+ukcygOogabXi763R4P7kE5zz32nzNZRgMNaSZO/idlFJksi8ViSinO8v7JCWqPuLL1DDYYyDBmIcMqT1E7oA2uTkmMNt5dPPxJX49iz9IWb20+u+e7tFZy81ygR0vrMApbW2mz4T4MLPRMIuo3G84v5CsPIt48dj6NMn4WNNFDIuvwzzmDEotbUUX3ttm93iw6WlMaZUyumNWYWdCX12FvbjhWNoqy3LrUB2u2NuxXW6rD0JGrOZrOuvA6DqhRcJrI/fpEAJBKh6RhQEukIreWekTBVt4Z4lSwiXlDR/oC2r4bpkToNDb25wiKoouKPsz5Qzuvb71lZIBgO9HnwgVpx1RXV52wrXh9GulmOO6XQ9tJ1h6J1HepRtXPHgQy3r4bYA3/IVyFVVaO124WLajdBYLORGnU4d89+Ju5VUVRSqonIVaeef32mGJM3BNGyY6AhS1Q6z6urkUiz77IMus7FRS3fCftJJQh6ktpaqOJ2TIw4H26+8EtnlwjRiBOnn7yFptRV7NOr2oHXUqzYlH5OY9gmN1UpylOVStwloFmOnwRnzYOx0USEfeESDp8PlFQT+FE6Dyccdm5DxdSY0RiO5d98FkoTznXdwt6MaVpdUsR8/pVsE/xsZS7hcbb6GZ+kPqMEg+j59MA0fnughthkZF1+Mvk8f5Moqal59Na5zIjU1sZbM9Au7Rzcs/aKL0FitBNesofbLL9t1DVVV8XwrkqbJx/ase0gyGMi6XljZ17wyt8X2N1WWKb35ZvwrV6JJTqb38893qjNlS6jT13N9/HHrxitjpsJlP8CpL4Gp4XhVRaH2668BSD7m6KbO7lEwjx5NVtSlrOzee0V1uA3wLF6M4najy83Ful9jsfLOhmXcWGyHHQay3CGx7hjj+fgpPap4lDr1DAx9+8aV+JZdrh0tr9OnC2ZbNyDpiMPRZWVFdR/bN8fVoU5yIunonn0vSXo9vR59FI3dTuCvvyi++hrUcDju850LF4KqYtlnny4xlNkZ6RcKTaPar74itG1bu6/j+e47iEREwrt/vwSNLrFIPvZYoT8cDFJy3fUo3viY31XPPkukvBxdbi4pZ3Ydm64Oxv79hBatorTOsB19Bsz4Go66Fy5dAvaGjDn/H38gV1YJzeQDG7ss9zSYhgwhM6qLVnbPPfHri0Wh+P2xeKu7GNPpF12ELjubcHFxu9icQIyNZzviiB6h/Wjdb9/Y+lvxyKNxnVP79deENm1Ck5TUpazU+qgrgLk/+4zghg3tvo77M7E+JffA9UnSasm+6SYAHPPnt6qPGFi3jm3nTCO4bh3a9HR6P/N0j2NE7wrotB2+3+/nhx9+4J8m2n4CgQDz5s3rrJfegwSjjhauteoTmhSqo1nXfvFF6yL+w0+EE59pUrzW8+03AJjHjEGfldXo+Z4I6377xaphZbfeRri8PO5zIw4HnmibY3cKjTYwlnjq6TafXxfkJB15ZI/YyEoGA5n//jcgHLAiNTWtnuN4403hqDdyJJZuEkfVpabGhF4rn3q6XaYLoS1bCRcXI+n1WPfrXhOJppA0aRLmvcejBgJUPv5Ek8eoUcdR96efgV5P7yce79aNnXn8eIyDBqH6/e1mnYJoSY5UVKCxWnt0W399pM2YIdqnw2GKZs5sma2xE+pch+0nndhtrmCZV18NkkTt55/jX/13m89XfD58vwqDl6RJR7RydNdC0uvJjLav1rwyt9m1R1VVSm+7nUhZGfq++TH9vu6ApNeTcqZg/zjeeKPd1wmXV4hWTEmKuc/3ZBh659Hn+eeRTCY8S5awfea/4mLWqYoSYwl1dRtYHYyDBmE9ZCKoKtVz57b7Ou56cUJPhSRJ9LrvPrQZGQQ3bKDosstbLV66P/88xjbMueW/3Sb9kVp3Xy1Y0HoiuM8EOOAqSGmc+K2L52yHHbrLbMbTL7wQ6wH7o/r9FF99TZs0Bmu/Xozi86Hv0wfz2LGdOMrmobFYYkXMqhdntWkfAdEiYDRR1x0a0c0h6/rrQKvF8803+FasaPFYVVWpfnEWAKnTzukyLeKdYRo6VMxRqhq/A+xOCJeWEvj7b9BoetTnUR/W/fYVY5Nliq+9rsnuIyUYpOqFF9l62umENm9Gl51N39fmoc/N7YYR7/rolETd+vXrGTZsGBMnTmTUqFEccsghlJaWxp53uVxcEN1YdgWeffZZCgoKMJlM7Lvvvvz6a3wOiW+//TaSJHFSVMfh/y2UKKMuwbkU06hRGIcMQQ2FYgyx9qB2sUjU2XrYhqg1ZP7rX5hGjEB2uSi58aaWnbfqwf3ZZ6LCPHxYwlqR24OOGEsooVBMv6knLUjJxx6DafhwFK83tvg3B8Xvj20a02d0rWPtzkg7/zy0KSmENm9u173k/UG4QFom7N0trW2tQZKkWCXP9eGHjVwrVVWl4oEHcS5YABoNeQ8/hPWAA7pjqDFIkhRj1TneeqvdOji1Uaaj7ZCJXd5e015IkkTuffdhHDwYubJKbFw9nlbPC5eV4Y06vqWc3H0uqaYhg0meIlr32qqVA+D77TfUcBhdr1wMPdA4K+nIIzGPGycS382wBp3vLBCbb52OvEce7fZ5IfX002O6j+1JngL4fv0FANPw4btMUc8ybiy9n3oSyWjE8913FF44o1V9IN+vvxLevh2NzdatCa46lrnr/YVxFb52hhoK4V0m2l5tR/Ts+E6Xnk6f559DY7Xi++03Nk85gaoXZ+Fdtgz/qlX4VqwQbeTvvUfxtddSfPU1oCiknDmVpEndFwMlHXEE2vR05Mqq2FrTHniWiOJxT06o7gxJq6XXgw+iTU8nuH495VEdrXjgirq92qd0L2M6+fjjMI8di+r3U/FofAy0OgRWrxYaexZLt8dL9WEcMICUU4Tbe8Wjj7UYO3l/+JHA338jmc2knXtuVw2xSWTUadV99jnBLW2XzfAuWwaAedQodOnpCR1bIpFz113oMjMJbdrE9qtmxow/1EgE92efsfn4KcLgLhzGduih9Hv/PYw9MA7aVdApibqbbrqJkSNHUlFRwbp160hKSuLAAw+ksLCwM16uRcyfP59rr72WO+64gxUrVjBmzBgmT55MRUVFi+dt3bqV66+/noMPPriLRtqTIXSvEr0YSZIU005xLljQro2sGg7jW74cANvE7tVXaCskg4FejzyMZLHg++UXqufEp+Xirmt7ndL9AuUNjCXuujvuz9D3008oXi+6rCzMY8Z08ijjh6TRkHmNaNtzvPUW4XoFhp3hXLgQ2elE37t3twenWpuN9IsvBkQ7TVtZdZ6olpH1wIMSPrZEwTxqVEyrquTGmwhu3AiIhGnpzf+NtSvn/u/uHtM2kDxlCpLFQmjLlpa1OFuA7/ffAbDuAu1E9aG1WenzwvNoMzMIrl9P8TXXtvq9dH3woWjX23vvbmnXq4/MmTNBp8P74494f/6lTed6vheJZNvBE3sEW3hnSJJE1g2CieF6f2EjwX//qlWU3ye0YbOuuaZLXV6bgy4zM+b46Xiz7a5zAL5fxT1o2ad72M/thW3iRPJfmYMmORn/H3+wdeqZLbbq1ZkDJB9/XJfrNdWHZZ8JmEaORA0GW3fAbgL+1atRfT60qamYhjXtCNuTYB41ivxXXxWC+BUVVD7+OIUXzmDr6Wew7exzKLr4YkpvuVWwvhEOyjnR1vLugmQwxJIizncWtOsakaoqQlu3AmDtpvb49kKXmUneww8JKZr58+MyE4tUVsYKSt3Z1QLRIuYtt4Ak4f5oEb4//oj73Do2nfWQid3G6GwOGVdegWQ04l++HM+SJU0eo6pqzDE59Ywz0KWmduUQG8E0ZAi2Qw8FVY1bPqc+vD+KRJ31wJ6TNG0KurQ08p58AsliwbtsGZuOmkzhRRez8fAjKL7mWsJFRegyM+n14AP0fv65Hp103BXQKYm6ZcuWcf/995ORkcHAgQNZtGgRkydP5uCDD2ZzG3UAOorHHnuMiy++mAsuuIDhw4fzwgsvYLFYmNNCUkSWZc455xzuuusu+u/JAncaow7APuV4JKOR4IYNBNrhDhZYuxbV50Njt2Mc1H3ssvbC2K8fObf8F4DKJ5/Cv2pVi8eHCgtjjkA9RY8v66abkMxm/CtXNrug7ow6za2kSUd0i8ZeS7AedOAO58fnmqawq7JMzStzAUi74PweYaGees7ZaNPSCBcXt0mrTgkEYhtY68E9N1EHkHXjDZiGD0d2ONg69UyKr7uezccdj+uDD0CrJffee4Tjag+B1maLiao7W3PWawJKMBjT37SMH5/QsXUF9L160ec50brnXbqU8vvuazaZr6oqrqgpkD26cexOGPr0IfWMMwCofPLJNhWSPD/UJep67v1kGTuW5OOPB1Vl+zXXEKkUZk3BzZspuuIK1GAQ6yETSbvg/O4daD2kni2Mc9yffNK6XEYTqGtHtuyzayUTACzjxlHwxuvo8/IIFxaydeqZeH74sdFxoaKi2PyfetZZXT3MBpAkKaZV53jjjTYbYnh//hkAy7779rg4oTmYR46g/0cfkfO/u7EdcQSGAQPQ5eSgz8/HOHQolv33I+2CC+i38H1ybr+t29r766NOhsb744+Etm9v8/l17YnGQYPQpqQkcmhdAusBB5B+6SUAlN52O6FWSCWuTz4BRcE8ZgyGgoIuGGHLMI8cETNeKr/v/rhNxWqjZm7dyehsDvqcHFKnicJs5WOPN/mefL/8gn/5ciSDgbQLu65LryXUjcO18IM2sYhVRYmZ5lh3AYkTy7hx9H1ljtC7dTjw/vADkYoKtCkpZFx5JQM+/wz7iSf2yELlroZOWfn8fj+6ehtXSZJ4/vnnmTJlCocccgjr2+CK1BGEQiGWL1/OpHqTkEajYdKkSfwUvSGawt13301WVhYzZsQnDh8MBnG73Q1+difENiidcMNp7XaSj45WyRe0vZpXx6azjB27ywRyO8N+yilC2DoSofj661t04qtra7Tuv3+Pad3RZ2fHNgTVL7zY6oZWVRRqv/0O6JntLJIkkRnVY3K+/36sUlwf7k8/I1xUhDYlJVaN7m5oTKaYA2z1y3PiZzf+vhw1EECXnY1x0KDOHGKHoTEa6fPyS5jHjUPxenF/8gnhkhJ02dn0efHFHpWkq0PKVJHscX/1FZHq6jadG/jrL9RwGG1mBvq+fTtjeJ0O86iR5D3yMEgSjjffwtGMPq3v198IbduGZLGQPPmoLh5l00i/7FIkgwH/H3/gj641rSG0bRvhbYWg02HZr2cH3Dl33C4cyEtK2XLa6ZTedjtbz5iKXFmFccgQ8h59tEetq+axe2EcOhQ1GMT5wQdtOjdcXiFMDSRpl0x6g0iEFLwzX8x/tbUUXXIJNa+93mCur3rhBeFCftBBmHqA23DSUUehz8tDdjhEQaUN8EWZrD1RN7UlaIxGUk8/nT7PPsOATz5m0HffMvDLL+j/wUL6vvIK2Tfd2KMYgob8fKwH7A+q2rq5WxOomxvNe++a9xVA5lVXYR4/HsXrpfiaa1t0l65re03uJhOJppB19dVorFYCq1bh+a71gnmosJDQpk2g02HroZ1jGRdfjCYpieD69THn+zqoqhpzTE45/XT02dndMcRGsEyYgGnECMEifit+FnFw3TpkhwPJYulRXUYtwTxmDP0/XkT+K3PIvfce8ue8zMDvviVz5lVorNbuHt5ug06JwIYOHcrv0Xad+njmmWc48cQTOeGErpncqqqqkGWZ7J1u4OzsbMqacQ784YcfePnll5k9e3bcr3P//fdjt9tjP3369OnQuHsc4qzOtBd17a/uzz5vMUnVFPzLRSXPPH5cwsfVVZAkidy77kSXm0t4WyHl997b5HGqquJaFNXF6Ga6/c5IO/88saFduTLGzmoOgVWrkKuq0FitPbZNwjJ+vBDClmUqd7IhVxWFqhcF3T7t/PO6tbVoZ6SefTaS0Ujg77/jbrX01rW9HnTgLlH90qWm0vf11+j9wvNkXn01vR5+mAGffYrtoJ7ZGmoeMQLTyJEQDscYY/EiVojYe+9d4rNpDkmTJpF1ww0AlD/wILXffNPoGOd8wTi0H398jwny9FlZ2KMatVVxxgSepeJ+sowbh9bWM95Hc9AmJZE/e5Zo1Ssvx7lgAYrHg3ncOPLnvoLWZuvuITaAJEmkRt0xnW/PbxPLsW4+NA0bhjY5uVPG1xXQpaeTP/cV8b1UFMrvvZeyu+5CCQbxLFmCK+pCnnHFFd070CgknY60888HoPqVuXFr8SqBAP5oG59l310rUbcrIuUMYSrhfP+9NrkLgyj2AVjG753wcXUVJJ2OvEcfQZuSQuDvv6l45JEmjwusW0/wnzWg15N8zDFdPMrmocvMjGniVs+a1ercWKcRbRk/vsfOh9qUFNIvuggQHUf1k6eeb77B9/vvSHo96Zdc3F1DbARJkmKsOsebb6EEg3GdV6dPZ50wYZcxYwFh9GTdf39STj0V6wEHoDGZuntIux06JVF38skn81YzmeRnnnmGs846q93C2p2J2tpapk+fzuzZs8nIyIj7vJtvvhmXyxX7KSoq6sRRdgNihLrO2Siax4/HUFCA6vPh/qx1fYjYsFR1x0Z2Fw4QQDAL8x5+CDQaXAsXNqmT4f/9d8LbCpEslh5HVddnZcXc5apeaNnxqI5ub514cI9ekLKuvhoQbVb+v/6K/d714UeENkat4KOaaT0FutTUWAtEzcvxaR7uaNPrmVXVpiBpNCQdeigZl12Kfcrx3S503xpiznrvLIi7LQXA95soeO3q8xuIFvGUqVNBVSm+7nr8f+8wBAgXF+OO6uXUMRB7CtIvvAAkCe+S7wmsa70bwLNUiKr39DbyOhj69qX/woXk3HUXaTMuJO+JJ+j7+mvdrvfTHOxTRCI3tHUrvmhrZDyoS9Ttavp0TUFjMJB7/31CZ1CScL49n/X77U/RpZcBkDJ1KpZx3eNE2RRSTj0Frd1OuLCQ2q8Xx3WO/48/hCFLdnaPaC/c3ZF0+GHtMpWQPd6YkZhlF2bUgWi3zH3gfgAc816LSbTUh/NdwThMOuywHjdHpk6fHiuYt8YAr0vU2Q49tPMH1gGknTsdXWYm4eJiKh58CICIw0HZPYLQkHbBBT2GTVeH5MmT0fXKRa6ujrEvW8Ouok+3B12PTknU3XzzzXzagiDnc889h9LJLC2AjIwMtFot5TtZVpeXl5OTk9Po+E2bNrF161amTJmCTqdDp9Mxb948PvroI3Q6HZs2bWrydYxGI8nJyQ1+didEAhbMB12PJm1wp1xfmEoIjYy6RTAehLZuRa6pQTIYMI0c0Slj60pY9t57h07GHXcSLi5u8Lzz3fcAsB93bI9hnNRH+owZoNPh++lnoaPXDDxRNk3S4T2v7bU+TMOGkRxlLpbccCOyy0W4rIyKh0SwkH7Jxd1mBd8S0s87DyQJz5IlMcOF5hAuLSW0cRNoNLuELsauiuRjj0VjsxEuLIw7uaBGIjsYJRN2/USdJEnk3HoL1gMPRPX72X7Z5YRLSgCoeOxxCIex7Lcf5hE9ay43FBSQFDUxqH7ppRaPVYJBfL8IHTTbxImdPrZEQWOxkDr1DLJvuIHkoyf3qHbXnaGxWrFHW87aYlCwK+vTNQVJkkifMYPezz2LrlcualT/LfmEKTHd254CjcVCSpTtUzN3blzneH/Z0fa6K7OJdxW011TCv3IlKAr6vDz0TeyrdjUkHXooaRcIRlTJf29pEIcrPl8s8VK3Z+lJ0GdlYY+6pVfPbn6tkj0evNEioO3Qnm3CpzGbyfnf3YDQuSy+8UYKL7iQSGkp+vx8Mi6/rJtH2BiSTkfatOkAOObNa5WYpASDMdLJnjh8D3ZGz43GEgCDwcD48eNZvHhHBU9RFBYvXsz+TdwMQ4cOZdWqVaxcuTL2c8IJJ3DYYYexcuXK3a+lNU54to9DlzEYw+irOu017CeeCDodgT//iou1AOCPCtiaRo9C04OZWW1B5hVXYB4zBqW2luIbboy5JIZLSmIsu56owwWgz8vDHm1rr3r+hSaPCRUVEdywAbRabBN7PoMr55Zb0OXkENq2jS0nn8LWqWciOxwYhwwhPdrO09NgKCjAdsThAK06T9W5vZpHj0Zrt3f62P6/QmOxxO4NR5ymEoE1a1F8PjTJyT1eOzBeSHo9eU88jnHQQCKVlWw5/Qy2z/wX7k8+AY2GrOuu7e4hNom69hv3p58S2l7c7HG+334Xeo+ZmRgHd05haw8gJdr+WvvNN4R3KsQ2hXBFBaEtW3ZpfbrmkHTYYQz88kv6ffghA7/9hryHHuqRTPW0s89G0uuF3mMLhbw61OnTWfbdr5NHtgd1aI+phG95lPW9i7Pp6iPrmqsxjR6N4nZTfN31sVZgx1tvobhc6Hv3xnpAz2Q+pV94AWg0eJYsIbBuXZPHeH/4EcJhDAUFGPv16+IRth1Jhx4acyl3f7SI4Nq1aFNS6PPsMz1KeqY+Uk4/DY3FQnDDxhhbrjn4V6xADQbRZWVhGLjrmSLuQeei0xN127dvj7Hn6v+7q3Dttdcye/ZsXn31VdasWcPll1+O1+vlgmjF5Nxzz+Xmm28GwGQyMXLkyAY/KSkpJCUlMXLkSAw9MPjpCihy59t26zIySDrsMCB+Vl1MF2Pc7hMgSHo9vR55GI3Vin/FCsruuQdVUah45FHUcBjLPvtg6sFCoxmXXhILEuq3ttWh9osvAMEe3BUSQ1q7nT6zXhTU+5ISIuXl6Pv0ofezzyLp9d09vGaRfuGFALg++JBIVVWzx3mjelq7SpveroyUqaL9tfabbwhXVLR6vC+q82oZN65HM5zaCm1SEn1efBHjkCHI1dXURltes66/HvOoUd08uqZhHjkCy/77gSy3yAjyfC9EvK2HTNzDAupEmAYPFsL1shyX+L0/ei8Zhw3dJdadtkLS6TANGYw+N7e7h9IsdJmZwmUYqG6lgCR7vPhXrQLAuu+u36q8q0CYShzQJlMJfzQON+9GCXDJYCDvsUfRJCXhX7mS4muvxbP0B6qefQ6AjMsv7xFuvU3B0LcvSVEzpuoXZzV5TO03grxiO6Rns+nqI33GDPLnvkLK6aeTftEM+n2wsEcXMLVJSdijckCtFcxj+nT7778nbtiDRuj06H/48OFsjbom1v93V2Hq1Kk88sgj3H777ey1116sXLmSzz//PGYwUVhYSGlpaZeOaQ+aRsoZwlTC9dFHcQlw+lbUCa3vPgECgKFPH3Lv+V9Me2bDAQcKNp1WS9b11/XoidzQty/Jxx0HQPULjVl1da61yccd26Xj6ghMgwfT/7NPyb3vPnIfuJ/+HyzE0Duvu4fVIsxjx2IaMxo1HMbx5ptNHqOGw3h//BHYtfTpdlWYhgzGPHYsRCK43n+/1eNjTIXdoO11Z+h79aLgnfnk3nsP6RdfRP7cuYIJ0IORcbEQrHa++y4Rh6PJY7xLhD7drtT2uqsi9UzRSulcsCDGPG8O3mjba081L/r/grTzzwOg9osvW2Sm+pf/DrKMPj8ffV7PXmt3N6ScITRC4zGVUEKhmH6vZe/da50y9O5Nr4cfQtLrqf3qa4ouvhjF58MyYQL2k07s7uG1iIxLhISO+7PPGsmfKH4/nqhOZNLRk7t8bB2Bdb/9yP3f3WRdf/0u0WadNn260LddurRFGRpPNA639lBDtD3oXnR6oq5+b3Z3GUhcddVVbNu2jWAwyC+//MK+9RykvvvuO+a2UCGfO3cuH7TRUn53RnCrq9OubT3gAHS5uSguF7VfNRZxrY9IZSXhbYUgSZj32qvTxtRdSD7mGHo99CAaiwXZ6QStlpzbb8c8enR3D61VZFx6CUgStV993YB6H/jnH4Lr1yPp9SRP3rUCBK3NRsopJ5Ny0kk9Uh9wZ0iSRPoF9ZynovpF9eFb8QeK14s2LU24ku5Bp6POKMH5zoIW3Q9VRYkxFXa3Vr06aIxGUk49lazrrsO6X893dbTsvz+m4cNRAwEcr7/R6PnQ1q2Etm0Dvb7HtkXtTkg66ki0aWlEystbFb+PmbLsBkYSuzJMQ4ZgPWB/UBQcr7/e7HHeaNurdY/ba5cj6YjD0WZkxGUqEVj9N2owiDYtDcMu0ELZViQdeij5c1/BNHIkktlM0uTJ9H76qR7LpquDadgwko6cBKpK1XPPNXjO8913KD4f+ry83XLv1JNg6NOHpElCi7vm1XlNHhOpqREuwuzRp9uDprH79NPsQSdiR4K18oW/UELNbzA7Akmr3SFmu6BlMVvfcqFPZxw8uMdai3cU9ilTGLD4a/q8+AIDv/yC1B7mhtgcjAMHxsTXy+7+X8zlsvqVuQAkHTlpt2w/6mlImjQJfe/eyE4nriaKDZ4lok3PdvDBu1VrZU9G8tFHo7HbCZeU4I3qAzaF0ObNyE4nktmMafjwLhzhHjQHSZJIv1ho1Tlefx3F52vwfO1iYZJjGT8erc3W5eP7/waNwRDTa3W+1bypRKSqitCmTbulPt2uiLSotqtzwQJkj6fJY7xRwx3LLpDA390g6fWkRA0JWjOViLG+x4/r0Z0eHYFl/Hj6vbuAoX+soPeTT6BNSenuIcWFjKuEprj7s8/xr94hQ1OnkZt83HG77WfWk5B2nmARuz76qEkmvnfZTwAYhwxBl5HRpWPbg10De3Zne9BmlNy+jGChu8HvVFVFVTrOmEw55WSQJHy//CLYCc0g1vY6flyHX7MnQ5eaiu2QQ3a59o/sG29AsljwL19O9axZ+P74QwjGA2kzZnTz6P5/QNLpSDv3XABq5r4aS5iCuF/r3Hdth+xp0+sqaEwmUqJtM4757zR7nO+33wAwjxnTI4Xh/78i6aij0OfnI7tcjbRUXR9/DIhk7B50DVKmThWtRct+ItSMrEqde6hx6NBdZpO9O8N60EEYBgxA8Xqb1COOOBwE10QZJnsYdd2COhma1kwl/NGC+e6kT7e7wDRkiNCEVFVKb7sNJRTCt2IFvl9+AZ2O1LPO7O4h/r+Aefx4TCNGoAaDON9+u9HzdQVb64F72l73oGnounsAe7AroHECrvK5P3f8jwaoywFoJSS9BkmvRWs3YOhlwzQiHdPAVCRt69UbfV4e1oMOwrt0Kc733ifr2muaPC7WytKJuhhqWEauDaPKCigqqKCqiP9EH9WIghpSUMMKalhGDStoLDp0GWZ0WZZur1ipiooaklGCMmpIRo0+KiEFxRdGdodQakPI7hBybQhJK6Gx6tFnWzH2S8ZQYEfStP096Hv1IvvGGym7804qn3gy9vvkKVMwjxiRyLeIKqtEavxEKvyEK33IziCSUYsuxYihdxL6Xra4vnudCTWsINeGUPwRFH8YxS+jBiLi/wMRFF8ExRtG8YaRvWHUoIyk16Ax6dBlWTDkJ2EemYHW2jYDi5RTT6HymWcIbdtG7VdfkxwVGQ6s/pvQ1q1IJhPWTtDTkr1hwsUeZJfQmpSMWnQZZvSZZiR9z2kbUUIykUo/kSofskvcA3KtuCcUfwQ1GL13gjKqrIJGMKskvQZtihFdlgXT4FTMIzPQGOJ7XylTp1Lz6jw8331HuLS0SQF47y9RTa1OFFJXAhFkTxhkBbQaJK0k7vXojySJ+QM5WoRRVPE3UFV0aWYkfffV+VRVFfeLJyzunUBEfE6BCEpARg3uuKdkbxjFFwZJQmPUoks3o8+zYR6eji7N1KbXlbRa0mfMoOyOO6h67nnsJ5yANiWFwJo1Irmg15PcCbo/cm2IUKEb2R1CjahoTFp06Sb0OVY0lp5haqMqKpEqP7IziOwKirXFGxZznK/uUcx5ariOlS8h6SS0yQZ0mRaMA+xYRmfG/Z4MvfOwTZyIZ8kSHG/PJ/s/NzU6xhdlZ1n36xz3UFVVUTxhcS+pqriHdBoknQZJJyHpteLf9daguvtJ0nVvrVwNK0Sq/URqAsi1oXr3j4wSklEjCoQVEefUf5RVtHYD+l42zMPSMOQnxx0nSBoNaeedS9ntd+CY9xpp06Yh6XZsReocEo2DBnYKw0SVVcLlXhRvGFSxNmlTjGiTDO2KdTobqqoiO4OES73ic3IE6sUSEVR/BCWkgKygRtRYvCrpNWjMOrR2EQeZR2Zg6JccV0xq6NMH6wEH4F22DOeCd8m65urG45JlfCtEoq4zmap1c0fs+1e3Jsl1a5LScI2KEga0SQb02Ra0yZ1vhtcalJCM4ouI+ysoowQiqIEdj3JtCNkt5sy6eUGbYkSfY8U0NA19lqVdr5v9n5uEPtqaNRRddDHhYqELaT/pxIQbz8ieEOESL+Eybyyu0Fj06NJNGPomo00xdvt+SAnKyM5AbB2KrU2+eo/+SGzdUqOfhcakFetTQTLmEelt+k5JkkTa+edRcsON1Lz5JmkzZqCJFl/VUCjWXt4ZuraqrBKu8CHXBFBlRXyvUk3o0kxojD0nDgexJsqOAOFKP5HKaDzuCYm1Nbo2pZ8/EkNuz5ceSjT2JOr2oOOob+Qrq6iyLBah2hDh7R68v5ahyzBjP6Yf5hHprV4u5bTTRKJu4ftk/mtmgyAOQHa5CK5dC4AlweLQii+M59cyfL+VEakOdOhaWrsB64QcbAf06pLNlKqqhIpqCaypIbTNTbjSh+IJN5VnbRV+hFOoNsWI7cBe2Pbr1eaNeeqZU5FdLiqffhoiESz77kvO7be1/j5khVBhLaESj9iYBiKxzQGyeKz7t+wJE6nyg9z8m9TY9JhHZmDdJwdDr65pSVNVldAWN74/KwhuchGp9rfrcwAIFdXiW16O86NNWPfOJvmIvmiT42NZaaxWUs85m+rnX6DikUewHXoIGqMR53uCyZB0+OFxtempsiqSHSqglURSSifFAi9VVgmXePCvrSGwroZwsafp9yshEo+9bOh72TDkWdH3sqExdd1SFHEE8P5WRmCdg3BJM+NsDgqoqKhhBcUXIVzixb+yEtfHm0k6LB/bgb1a3ewZ+/fHMmECvt9+w/nue2TOvKrB86qq4ouK31sSzCgJV/jw/FRCYJ0DuaYD85tWwliQjHXfXMwjM7pkgyu7g/hWVhJY7yBU7EH1t2wg0BxChbXwRwWujzdjGpJK8pF9MfROivv8lFNPwfH66wQ3bKD8/gfIfeB+qp4XxjnJR06Ki7UVK5IEZZEgNWqRDDsSOoo3TLjMS3CTi8AmJ5FyX7PX0udYMQ5OwTQwFUPf5C4NwJVABN8fFfhXVREqqkUNK62ftBPUEOJeKvPhX1WF65MtWPfvRfIR+XG9l5SzzsSzZAnOhQvJvPrfaEwNk6/en+oSdYm9lyJVfry/leFdUY5S27LoPiAKmpIUK/oBSGYd+mwL5mHpWPbObnMhpj2IuIL4VpSLOKHY0+La2eJ1KnwENzjxLNmOPsdK8tEFmIemxXWu/YQTqHz8CcIlJdR+vbhBcrv2a6FPbDvs8HaNqymoskJwkwv/6ir8f1eheJuYO3QSujQTulQTmiQD2iQDGosOjXnHj2TWo0s1dvp6paoqwQ1OfCsrCGxwxPf92vkaIQU5FEJ2hQgV1uJZVoI+z0bK8f0x9mtdeiRl6lSRqHv/PTKvurKRy31w3ToUtxuNzYZp2LA2j68lhMu91C4tJrDegeIOdeha+l5WbAf0wjI2C0nb+YlxNawQWF+Df42IgyJV/nbNi3VwfboFfW8byYf1wTQ8vU3JLl1GBr0ee5Ttl10eiyn0vXqRff31rZ6rhGTC22sJl/tE4qouGVy/aKeIWChc6hVxeEtjyTRj2SsLy9isNhfI2gtVVQluduFfWUlggwPZ2bpJYVOQQcR6f1biXLQZy7gs7Ef1jTthlzx5MhUPP0KkogL3Rx+RctppgGjxV1wutBkZCTMNU0IywfUO/P9U419T02ycpLUb0GVZ0GdaxGOWGV2GBY1N32UFC1VWCKypwfdnJcHNzqbn5XpQfG2fB3cHSGonOzwkJSXx559/0r9//wb/3p3hdrux2+24XC6SdwP9tOJbvkCVG1d0jP3tJB3WB22KEY1ZBC6qLBhcakghUuMXk+SflSg+cQNaJ+SQcsKAFpM+aijEhkMPQ66pofdzz5J0eMOArfabb9l+xRUYCgoY8PlnzV9HVWPVRo1JKzZDzSxy4XIvnmUl+FZUNFxU66riGkkE2RLRH8E4kfTaKIMw+qPTIHvDRMp9setorDpSThiAeXRmp1WUAhuduD7bIhIkTUEDkkGHxqgRG0KDVlRbkwxokw0iME02gKIiu0OEij0E1jlQA+Jz06YYST15IKYh8QXi9RGpqUF2ujD0K2jx/SvBCLVLtuP9pbTVCXtnSHpNjMWoSzOhhmQiVX6C22pj7wHA0M9O0oG9MA1L7zSWXbjMi+PDjYS2NGwPR6cRgb+pXvBv0iKZdGiserQWHRqbHo1Fj2TURpNBYcJlPgJrqgmXeMV7NelIPXEA5r3i+z4pXi+bjjmWSEUFaRdeSOrZZ7H52ONQQyHy572KtRmB9UiVH88vpQTWOYhU+hontDRS9LukEQnhnVrfdZlmtKkmJI2E4o8QqfTF5oGdoUs3oc+zoc+1isRDgT02pyQKakTB9flWPD8WN3gvGqsOXaZFsCps4j6o26TVJVA0Ri3oNOI9RoPTSE1AJFH/rIwlvQz5SaSfMwytveUAzvXJJ5Rcdz267GwGLv66QTEiuGEDm6ecgGQ2M+SXn5ttfVVlhUiVHyUgg0Rs7DuzdETS2EXtku0E1jXUSJEMYs6KJb9VtfHGXSOJe6WObaeoqMEdOqX6PkmknjKo0yqdsjeM+/OteJeXN/yOSaCx6MUG2qQV95VJi2QUjxqzuK80Vn20UKKi+GWRYNjkJLjFJb4HEtgO7o39yL5xFyN8v//OtnPPA0XBvNde+FeuBI2GfgvfxzRkSJPnRFxBvD+V4F9V1a4ikD7Hii7dBDpN7H6SHTttPDQSht42DP3sGPOTMOQno01KfOu0qqh4fiqhdnFhg3ta0mvQpZvRJEfvo+h8pjHrokkPvbiv6v2d1bCC7AoSKvbgX1VFuFTMc9oUI+nThrWaRFVlmU1HHkW4pITc++8n5eSTYs+Ftm9n06QjQadjyC8/N2sEJHvDhLfXInsEg15j1qG1GmLvo44tqwQj+P+pwfdbGcHN9Yy1JNBY9bFEnBoR7J+2JMEko5bkI/KxHZTXKRsl2RvG/eVWvL+VNSiuSiYdunQTWrtR3DemunlPg6TTIumlnR41oAG5Jkhwiwv/P9Wx+cAyLouUEwfGlWCtfOppqp57DtOY0RS8/TaSJKH4/aw/8CBUn4+CBQswj2ra5Chc5SfwTzXhEk/0MxMsU41V3+A7pwQioni5wdlgwyqZBOMeSaxNsjvYsODcErQSpiFpJB/ep00J/ngR3OzC+fGm2HoPgEZCn21BlyHWVG2yYUcMYdGJdVgriblfq0HSSKhhOTpP+AlsdOJfVYkaUkCCpMP6kDypb4vfMzUcZsNhhyNXVZH31JMkH3VUg+er586l4oEHsR1yCH1efKH568iC/ayGZRHrmHVNvq6qqgQ3OfEsLW68Tuk14jupkUTXjlazY12qY4LX+z1RFmKkakeBVJ9jIfW0wZ3ymUF0TlxWQu13RSIe2hlaSdxbdWuVMRr7GbWx+FubbEDSalDDMpHqAMFtboKbnLF5xDgwhdSTB6JLN7dpbIE1a3C89TYaq5W0C85Hn5XV7LERZwD314X4/4p+X9oAXYYZfa4Vrd2IpJOQPWHC5T6xL6m3dhv727GMz8Y8Kv5OhLYiVOLB+cFGUZirB41FJ2Jsk1bME3XJ+Oi/tRY9UvR3klaDGlFE4azcK4ob0etJJi0pJwzAOi47rvFUz3mFioceQpuZwYDPPkNrs7F95kxqv/qa1LPPbpbEoPgjorCywbmDfKER97r4DkXnbINWjLPE02APK5lEN4uk16KGZGRHoNk4XPyBRCypSTagz7ZiHpmOaUhawtck/5pqnB9vRq4fC+kk9BmW6N5BxOOaJANaq/hsdJmWHscEbC/akifak6jrBOzuiTrrPjmknjIo7vOVYAT3N0V4vt8Oqpik088bjsbY/Ea8/KGHqZkzp8kgoPyBB6mZO5eU008n9393Nzo3sNGJ9+cSgptdDScknYTObhQb8hRTlIotjg9t3ZFU0edasR2Uh2lIKhqrvl3JNTWs4P+nCvfiQiIVotJk2SuTlFMGJXRhUhUV16db8PwgKO2SXoNpeDqmgSnoc6wiiWoSSYa2vg81rOBbWYH7623ILlHVtE7IwX58/4RPlqHttVS/tibWKqmx6jDkJ4tNnym6OYi259UFZJJWEoyEaJKlyeBPVghudOL9vRz/31WxYFybYsS2fy+sE7ITynb0/FSC8+PNIrDSSljGZomWkzybqFR1IFEb3OzC+cnmWDLWuk806R1H+5T7yy8p/te/AZDMZlS/H8s++5D/6txGY1JlBfdX26hdsr1hcq7usGZWDMmoxTQ4FdOQVEyDU5usNsruEKESD+FiT+yxySqnVsI8KgP7kX3bHJQ2hXCFj5q31saSAMaBKVjGZ2MakBI3O7E5qLKKd3kZrk+2oAZlNMkGMs4f0SJ7UwmF2HjIocgOB72ffYakI46IPVfz6quU3/8A1gMOIH/Oy43ODW5z4/l+O/51NRBp/GFobHrR3pBiBI1EaHvtjmBIAtOwdKwTsltMhqp1rJ9oq2+D51QVuTqAd0U5nh9KUEMy6CRSjh+Add+chBYjgtvcVL/2T2zjY+ibjHlUBsZ+dvRZHWujjlT5cX21Df+flQDoe9vImD681SRrHWpef4Pye+6J/X/Gv2aSecUVjY5TVbGBc3++tUEArbHqkIw6kFXRZhiSdyR2dBK6NDPG/nbxMyClSbaV7AkR3OgksMFJcJOzyXtJm2rEWGDHun8uxvyOxyOyJ4RjwfrYZlqXacY6IQfT0DSxIehAQK+qKoG1NTg/2iSSkDoNaWcMxjI6s8Xzql6cReXjj2MaPZp+78yP/b4umWDZe2/6vv5ao/OC29y4FxcS3OBokVkrGcVmSHYHdxwngXFQKrZ9csRGpokkr2jTq2sbFW15dUlvSRLzYXCrC+8vZTvmpv52UqcOQRfn9zAehIpqqX5jTez7Yehnxzo2C+MAO9o0U4fuWcUXxv1dEZ6logCiz7ORcf6IVhPEkaoqNh4xCTUYpNcjj2A//jgcCxZQdtvt6Hv3ZsBXXzYaV6QmgPPjzQT+qW7zODU2PeYR6dH5I6VhK7KsIjsDRKoDsbZt2RPa0apd1ybnDzcoItoOzsM+uSAhLcyqqlL7TRHur7eJllyDFsu4LDHe/KQOS0bInhCuz7fi+70cAPNemaSdPqTFgmXFY49TPWsW1gMPJP/llxo8V3T5FXi+/ZasG24gfcaFDd+LouJfXYX31zJC29wNi98a0CYZ0doNaO1GMd+qKoH1DiKVUVaWBOYR6Vj3y8XQp/0sYdkTwreiQiTPfBHQgH1yP2wT8xK6TsmeENWvr4ntI7R2A+ZRmRj7JaPLtqK16VskCrR2bc+PJdQuLYaIgmTQkHLyIKxjm0+2tRfeFeU4F26MfV7aZAP6PJtoC48yvtEQTYxqYlIZukwzxvykZmNpJRDB/3c1vj8qROKxjlFs0GIenYF172wMfeNry24NqqriWVqM64utYj3VabCOi8bhvW0djveD29w4F20ivD0ah++fS8rx/VtlayqhEFumnEBo2zbsJ51E6jnnsPWMM0BV6f/xIowDBzZ6H96fSnF9vlXEBm2ANtWIeXg65hEZGAoayxIovrBoMa3wEa7wicdKP7Ij0OQ6qM+1imJsn44nuVVFxfXFVjxLhPalxqrHunc2puHpGHrbuoT12hPQoxJ1999/P5dffjkpKSkN/r07Y/dL1H2OKu+oRGdfPQ59TtvZE4ENDqpfW4MakjH0TSbzopHNBh/BzVvYfOyxAPRf9BHGQTsSg5uOOZbQli3kPfYoydFjQFB+nQs34vujouHFtFLrlW0JTMPTSTowL24dj3igRhTc3xZR+20hKKLtL33asHZrTjS4tqJS8846/CvFRtO6Xy7Jk/LR2hLLoFBCMu4vtuL5sQQAXZaZ9HOGoc9ODIMmuNVF1curUcMK2jQT9mMKMA/PSDjjLeIK4v25VDD2oglcSa/BMj4b2wG9OvSZqKoq2FrRxcc0NI2UkwcmdLMFIolW+20R7sWFoIKhIJn0acPi+syrZs+m8rHHhcZYr1z6znsNQ++GJiVqWKb69TWxTbhxcKpI6uQno4lq+KiyKvQY63SMgjKaOjZXOzbpcrQKGC7xEC71Eir27AjYdRKpJw7EOiGnzdeFaBvp76JtuE4/MvW0wZiHt96C31ZEagJUzf2bSIUPjUVH5qWjW7xHKh55hOqXXsY68WDyZ82K/X7rtGn4f19O9n//S9q503e8F0XF9fkWPN8Xx34nGQWLBEUVujCRZirgOg3W8VkkHdwbXUbHE591kN1BHO9vJLC2BgDz6AxSTxmUkNawwEYnVXP/hoiCLstC6ikDMRYk3i3a/081jnfXo/giaJIMZJw7PO6A1LdiBZ7vv8c8enQj5jeI75/zo014fyoFRKLRdmAvTANTmtww1CV22lNYAfEdDG52ESp0E9zmJlLRkAlrHp1ByokD291iGdjkpGb+OtGOppNIOa4/1n1zE15tVwIRat5eJ75XEqSdMQRLCxvTSHU1Gw49DMJh8ue+EtOj23rmWfhXriT71ltJm3ZO7PidkyJQjwGslUSCxiP0KndmlegyzFj2ysSydza6lMS0cKmKivf3Mlwfb0YNReepqUMwt4PBvjOChW6qXlqNGpLRpZtIPXUQxv4pHR/0zq+zxUX16/+geCNo00xkXjKq1b9P1fPPU/nkU2hTU+kzaxbF11xDePt2sm66ifQLzm94/a0uquf9I9buaJLU2C9ZsHe0GqFT6RE6r3W6ZpJJ6AWbBqW0SUevJYTLvdR+W4QvGncZ+iSRNm1Yh9Z6VVVxfbw5FmNZxmdjP6Yg4bEcgHd5OY73NoCiYh6TSdrUIc3+XUJFRWw6UjDpBnz9FYbevQEE83H/A1ADAfq9/14DZ3K5NkTN22sJbmrIOJV0mlZbQCWDBsu4bJIOykvsOuUJ4fxoE/6/hKSLaXg6aacPTghrX64NUTn7LyIVfiSDFvux/bBOyE54wiFS5afmvQ2Etoi/q2XvbFJOGJCwwn/t0u24PtkCiLjSPrlAJHkS3AUUcQbwLa/Au6K8AZtKl2XBdlAvrOOy2534VmUV50cb8f5SBoBpRDqpJw7scDG2qdep/bYQ99eFgCj8pk8f3mpC2fvzzxReOAPqGbslH3sseY892vD6iorj/Q2xpLou24J1fLZINCYZhF56WIlqKEe1lAMRNCYd+lxru/XRBfs1qlnuChLc5MK7vFwwpjUS9uP6kXRg+40NlWB0XV8j4kXbQXkkH9l3t2HJtQU9KlH3/xG7c6LOdlAeKce3nxEZKqql8uXVqIEIphHppJ8zrNkgYfvMf1H71VckH388eY88DEBw82Y2H3sc6PUM/mlZTF9LDStUvbJatKNIYN03F8u4LAy5NiS9JmYMITuDRFxBZGcA2RlEjajoc61YRmXEzaRoD4KbXVS/tRalNoRk0JB66iAsYzpWEXN9vpXa74pAKwnWQQev1xoCm5zUvL1OvAe9htRTBrW4eYoH4So/Fc+sRA1EMA5KIf2cYZ2v/xKW8a2sxPNjMeGyHdpPHdnEuhcX4v5KuBQnTy4g6dDenSqc619bQ81ba1GDMrpMMxkzRgkGVSsIbt5MaOtWLPvs00ibTlVVHO+sx/dHhfh8zxiCZVT32MWHttfi+mxLLNi3HZyH/dh+bfqbyp4Qzg834V8lgnPjwBTSzhjcqeLSij9C5curCG/3oEnSk3XFXuhSm96shgoL2XTUZJAk0eY1cgTh8nI2HnoYqCoDv/0mJvisqirOhRvx/ioCUMu4LGwH5aHPscbmT1VVUXwRIebvDBBxBEFR0WWYMQ5I6bRgSFVUPD8U4/p8Kygq2nQT6WcN7VCLUbjCR8VzK1EDMqYhqaSdM6zTWmQAItV+qub9Q6Tch2TQkH7ucEwDUzt8Xfd3Rbg/3woS2I/tj+2gXl0qqF3X+udbWYnvj3JQQJtuIvOCkW3aCKuKSu03hbECgS7TTNrZwzpV2LnBZkWC9HOGYR7Z/HxU9r97cLzxBsYhQ+j33rsEN25ky0kng0bDwG+/RZ+9Y61yf70ttsmyjMsi+Yj8Zpm7SjAi9AT9EXQpJjRJHWNGt4RIlZ/qt9bGWNO2Q3pjP6pvuzf9kZoA5U/9IdbXAXaxmezE9TVS7adyzmrk6gDadBNZl45ucb5VQiG2nXkWgX/+if1Ol5vLgI8XNWhTDpd5qXj+T9SgjL63jbQzhiSk2NkR+P+upubd9aj+CBqbnvSzh7YrAbpzMj/lpAHY9uuV4NE2hP+faqrfWAOyStIhvbEf06/ZYwsvnIF32bIG7Xm1X3/N9qtmou/ViwGLv47dD7InROWsaNJKr8F2cB6WMZnoMi3RIp+C4gkTcQVR3CERi7tCICvoeydhHpbWad9PVVXx/lqG86NNIKto00ykn92xdUqNKFTO+otQYS1au4GMi0ahz+y87+XO87A+z0bGufGzwJuD769Kat4Uut9Jh/Ym+aiCTtcpU1WV0Fa36HZZtaPNVpdtIe30trcoq6qK490N+JaL9cJ+XH+hGdyZcfjf1dTMX4saUjDkJ5FxwchWk7/OhR9QduedqMEgppEj6TN7FrrUhrGG89PNoiArgf34/tj2b137uLMge8M4P9wYS3LbJuZhP7pfm8cTqfZT/do/Ys+lk0g7dXCH94+7MnpUom7p0qW8+OKLbNq0iXfffZe8vDxee+01+vXrx0EHHdSZL91t2J0TdSlTh2Dr4M0V3Oyi8uVVIkg4rA/2yQVNHhf45x+2nHKq0P55711Mw4ZR8ehjVM+ejfXgg8mfvYOF4vxoE55lJUhGLRnnjcDYP/HMi45Crg1R89bamLaN7YBeIvnQjupRcLOTylmrAEg9Y3DcOgkdhewJUfP2OoIbnYBg8aVMGdAu9psqq1S88CfholqxyF00qlM3441ePyo06/mhWDA3VOJqW9wZ/tVVVL++BoCUEwdg279zg+w6hCt8VL28GtkVRJtiFEFiB6rQ3t/Lcby7HjSQceHIhCQqOgJVUan9rgj3lyIBap2QQ8rJA1sNEFRVxb+6GueHG2N6HslH9SVpYu8uCXYUX5jKWasIl3nR51rJvHxMs9/r4utvwP3xx5jHjKHvm29Q+eRTVM+a1ahVz/trGY73Nwh20dQhWPbqeQFOsNBNzZtrRXudVsJ+bL92BZhqRKH86T+IlPsE8/riUV3ijqkEI1S/tkbMbVqJ9LOGtpgYag2h7bVUPLsS1K6dF1oaT/Wba5FrAmisOjIuGBnXZkj2hqmZv47gesGytYzPJuXExDE5WoKqRBPUv5Uh6TVkXjK6WbZjxOFg0+SjUdxu7KedSrhoO75ffmnEWAisd1A1ZzUA9in9O8QQ6AyoEQXnJ5sbsDDTzhrSZvaeGlGoePEvsb72SSLj4q5ZXyPOIJWz/kKuCaDLMpN12ZgW280ilZVsv+Ya/L8vR5edTe/nnm3gDN9gPuiXTOaFzXdidDUi1X6qX18j2pY10WR8G5IDqqri+iQqXSJB6imD2s0ebyu8f1TgmL8OgNTTBmPdu+kY0vvzLxSefz7odPT/6COM/ftRdMWVeL75hrTzziP75v/E3kv13L8JrHOIpNWMUd2eTG0Koe3RNnBHULCEJhdgO7h9upDOjzfj+aEYyaQj+6q9EsoCbAmBjQ5q3lqL4m07C3xnRJxByp9YjhqQsR3YC/vx/bvcnVUJRPD+ViZalL2RuCUP6sP11TZqFxeKGOnsoVhGxX9uRxAsdFP1yt+o/oiI9y4e1Wp7bcThIFJainHw4EZmif61NVTP/RuAtDN7Rqynqiq1S7aLoiMIJu5pg+PS9FUVFd+KCpyfbN5R1Dh3eEJkOHZltCVP1KnR73vvvcfkyZMxm8388ccfBINCH8PlcnHfffd15kvvQQKhRnb0xy95ex3BDjqvGPvbSTttMAC13xYRWFfT5HGm4cNJOvpoUBRKbrmFcFkZznfeASB16hmx44JbXXiWiZaBtLOG9sgkHQi7+IwZo0g6tA8AnmUlVM5eFdNlixdqRMGxcCMA1n1zuixJB0JkNOPCkSQdkQ8SeH8upXre3yjBtmkoAHiWFRMuqkUyaUk7u3MZM01BkiRMA1LIOG8EWVfuhS7TjOIOUfniXwS3uVu/ABAq9VLzjgh2bQf06tLNuD7LQublo9FlmJGdQSpf/FO4y7YDii+M69PNACQfWdDtSToQOijJh+eTetog8V37rYyaN9e02D5Tl7yseWMNiieMLttC1pV7kXxony6rSGosetLPH4HGpidc6sWxYD3N1cOybrgejcWC/88/KbrscmpefRWA1PPOjR0je0I46z6byQU9InBrCsb8ZLL/NRbT8HSQVVyLNlP10qo2fyfd3xQSKfehsepJnz6sS5J0ABqjjozzR2AeKcZf/cYavDvLKMQJVVZFe5kqgtruTtIBGHonkXX5GPR5NhRvhMrZqxoaIjSBYKGbiqdWEFzvECzb0weLlrEumqsljUTKSQMxDUkVrPlX/xY6cU1Al5pK7v/+B4Dr3ffw/fILkslExlU7XJXViILjg+jauV9uj0vSgWgRTD1xIGnnDEMyagltc1P+2ArciwtR2qBV5Ppya3R91ZF29tAu+8x0KUYyLxqF1m4gUiESWWpzLfmALjOTvq+9xqAff2Dg4q8bJOkAapds3zEfTBveY5J0ALp0M5mXj8GyVyYo4Pp4s+g6CLRuhqUEIzgWrI/pC6ee3HVJOgDr2CwRxwHODzcSLvc2fdx++2I79FCIRCi56SZ8v/+O59tvAeEMWwffigohmaGTyLhgZI9M0oGYB7NnjhXzvKLi+mwLVa+sRq5tm7tsaHutMKYC0qYO7rIkHYBpYCpZV45Fl21BqQ1R8eJf+FZVtutazg83ogZkDH2SsB/b9Uk6AI1JR9LBvcm+dm9MQ9MgolDz1lp8K+Nbf72/lYkkHZBy0sAuS9KBiHsyLxkdi/eqXv2n1Xlal5qKafjwRkk6NawIxidgO7BXj4n1JEki+dA+pJ4+GDQS/j8rqXxpFbKn+XtG9oSo/aGY8seW44gyj/V9ksiaOfb/fZKurejUCPiee+7hhRdeYPbs2ejrWXsfeOCBrFixojNfeg8SCMW342bUBmR+WbSlw9e0jM3Cup9o66qZv67ZZFXOLf9FY7cT/GcNGw89DNnlwjhoELbDDgOiFcnPtopr7p2NeWjHNV06E5JWwn50AennDkcyRYPwp/4gEGWoxYPapduJVPrR2PTNshE7E5JGwn5kX9KnDQOdhsA6B1UvrUIJxu/UqviFwQhAyrH942rb7EwYeieRdcVeGPolowZlqub+3WzgWgfZE6L61b9RQwrGgSnYj+t6kxxdionMy0ajz7Gg1IapfHk1srttASeI1l3FF0GXZSFpYs/avFr3ziHt7KGglfCvrhatVTu9R9kTwvnxZsqfWCEYUTqJpMP7kD1zLIa8+NmRiYIu6liJVsK/qirWsroz9NnZ5N5/P0gS3qVLUYNBrBMPJmnSpNgx7sWFqAEZfZ6NpIm9u+ottAsai0iu1Tl7Bze7KH9iBZ4fi4X+WisIFXtEOz+iBawzNJpagqTTkHb2MCx7Z4MKjnfW4V9d1ebr+FdVEi71orHoSJnSc8yztEkGMi8ehaGfHTUoUzlnNf61jQtlqqpS+0MxlS/8hewKocswk3XlXljHd11RqA6SViLt7KHoc6wonjDVb60TDsVNIHnyUfR69BEMfftiGDCA3k8/hbH/jrY+z7ISwShMMrTY7tcTYBmVQfa/xmLok4QaknF/tY2yB3/D/W0hir/ltda/riamZZl2+qBm2+87C7o0ExkXjEQyagluduF4b0OzxQoQG0FdenqjjasSkqmNJrJSpvRvt7ZiZ0Jj0JI6dYi4z6Ob2NL7f6XmnXV4fizG92cFvr8q8a2swPt7ObVLiqh5dz1lD/6Gb0UFSJBy8kCs+3Rdkq4OyUfkYxyUghpWqH5jbbMJhuxbb0VrtxNYtYpt06aDqpJ87DGxe0sNy7i/3CquOalvuzSsuxIai560c4aRcspAsU5tcFL+5AoCGx2tn0y0LX/hRlGI2SsT87DEa962Bl2aiazLx+xIbL25Ft+fbSssBbe6hF6YBlJPH5xwXei2QmsVbCvrPjmgIjS4/255/Q2sd+BYuAEQbsa2fXO7YqgNYMi1knnRKCSTjtA20VnQ3BrVEmp/LBbrU7KB5G7Y27UG6/hsMi4cuWPv+thyPD8WI7uCKEGZUImH2h+LqXjxL0rv/QXXx5uJVPmRjFrsx/Qj69LRCdft/v+ATm19tVgs/PPPPxQUFDRwfN28eTPDhw8nEAi0fpFdELtb62vhzPfRWEWFYmtQ4U//jsU8qyAZs01POCijKiqKoqKqkJxuImeAnYHjsrA2k4RRw4pofSz2YBycSsYFI5qs5viWL2f7FVciu1xoU1PJf2UOpqFDAaGbVjV7Feg05N6wd6fqzCUaDdompKi22SEta5tFqv2UPb4CIopogUtAj78iK7gq/fhcIcFiyjBjTTHEVVkLFrqpnvs3ii+Csb9dBOdx0KHr9PV02Ray/z2u2/QXdoYSkql6eTWhbW40yQayLhuDLq3xJkeNKFS+vIrQFje6dBNZV+7VYTepUCCCu8qPuyqAu8qPqoIt1UjugBRsqS1/r2V3iIoX/kSuCaDvZSXzsubbLRud6w1T9sCvqGFFtLwO7n42XVMIbHJSPe8f1KCMZNJi3TsHXZqJULEH/1+VMaadaVgaKcf3b7dbrBxRqK0O4Kzw4ar04670467yE/RHCAdltDoN1hQjOf3s9B2VTloLOl2132/H9ekWJL2GrJljm2UZeH/+Gef776PPyyPj4ovRWMRxSiBC6X2/oIYUMi7q/nbktiBS7afm3R3i14aCZFJPG9xse7YqK1Q8s5JwqRfzqAzSzxnW4TGEAhFqqwO4qwP43SHMyQYyettIauKebjAWRTDifMvLQSuRcf4ITIPi+9urikr5kyuIlPtIPqovyYfnd/h9JBpqWKb6zbXRTZpEypQdphDhCh/OjzbF5A3MozJIPbX9BiGKrOBxBKmtCYif6gCemgC1jiCqomKy6cnsk0SfYWlk9LE1u+6EK31UPL0SNSSTdHgf7EcVtO09KyplD/6G7AqSemrXspc6AlVR8a+qxPXFNuQaETNLRi22/XKxHZTXyF1VdgUpf2oFijeCdf9cUk8c2NRlW4UsK/hcIbzOIB5HEI8jgKcmiIqKJdlAVn4yuYPs6FpguAXWO6iauxoU2nUveH4uxfnBRrRpJnKu37vHxAnNIbjFheP9DTvMkFqBLsNMyskDMQ1IadPrhEMytVUB3NV+cS/VBKitCeKvDRHwhomEFAxmHak5FnoNTKH/2ExMzSQ5ZU+I8if/QKkNYd0nh9RTBjV5nG/FHxRfcw2R8nJMY0bT54UXYtpa3t/KcLy3Aa3dKD6nOGLAnoJwuVc4wpf5RBx+ZF+SWmHge34sxrloM5JJS851e7fqcNwaVFUl4AnjrPATCkTQG7Sk5lowx1GoaqTlOW0Y5hGtSzaoqkrli38R2upu8XPvDqiKiuPd9SKRrZVIP3d4k8Y6oWIPlS/+hRqSsYzNIvWMwR1iBEZCMu5qEX/XVgfwOAJodRpsaSZyB9hJyW7ZpCG41UXlS6shomCb2JuUY+MvBqlhmdIHfkPxhkk9fXC3FMXiRYN7pgXoe9uw7p2DZWwmGmPb4wc5rOCs9OEs8+Eo8zHqsN4YE2AA0xPQYzTq+vfvz6xZs5g0aVKDRN28efN44IEH+KeegOzuhN05UbclKPOXv2XnpvqQJOi/VyYTju9HehPMlnCFj/KnVkBEbTF4lj0egmvWYBw6FG3SDi2GmrfX4ltZiXXfHFJPTtxCoyoqjjIftTUBgv4wkiQhSRIajYQsKyiyihxWCAfl6E+EcED8W6vXkNbLRsGodJJbocMrIRnnBxvFgkTLblT1NUCMA+xkXDSqxUVDlhVqqwIEfGExxoBMOBAhFJAJ+iM4yrxUF3txlvmQd2pNsaUa6b9XJsMP7kV6K3ptoe21VM5ehRqUseyVSerUIS2Pyx2k7OHfUcOKWIA74MCpKiquSj8VhW4qt9VSWVhLdbEXnUGDPctMr0GpDBib2eR3rzkovjAVL/5FpNyHNi0qiF0vAayq0U387+VIRi1ZV+7VYpuHoqi4q/w4y3343CGCvgghfwS/J4zXGcTnCuKuDhDwNN9Snt0vmZGH5DF4QjaaZoTFI9V+Kp77E8UbjutzqEOdsLo+z0bWVXt1uPVBVVVqSr0Urq7BWe4lFJAxWHSkZlvIzE8iMz8JQzs3/eFyLzUL1hPe7mn0nL63DftRBXEnGlVVxVnuo2Krm6piL9XFHpzlPjw1AdqyKuYOtLP3sQXkN/E9VhWVqjmrCW50ir/v5WPa1Mrp+aUU58KN6DLNZF87PmFtKYqiUlPipbbaT8gfQaPVoNVr0Ok1SBoxzyGBIqvRH2XHvxWVpHQT2QXJaFt5L6qi4v2lFNdnW4RYtE6DfXJfbAc21gSqM17QWHRkXzO+xc1PKBChptSLq8JPwBPG7wkR8EYIesMEoj8eR7DZeyqtl5XhB/Zi6AG5zQZ+qqJS89Za/KuqkEzR+zwOoXD/39VUv/YPklFL7n/26bCzoKqoVBbVsm11NTUlXoL+CEazDnuWmex+dnL72zHZ2l4kUGVFiG9H23s1SQY0Zi2RCpFkkPQa7Mf0w7p/blzfO39tiLLNLhxlPhxlXlyVYrPjdQbjvp/S82yMOzqfQeOzm9wo+/6spOattSBB5sWj2yRz4V9TTfWr/6Cx6Mi9ed+EJRPCIZmqIg/uKj+RkIzOoMVo0WG06DGYtOiNWnQGLZGwTCSkiLVWFfOPyaYnKdUUVwJKlRV8f1VR+10RkfLoBkknYR2fTdLE3ujSzUScAape+ZtIuQ99rpWsK/Zq8X3W1gTEZ1bqxVnhx+cOEfCE8LlD+D3hBo7BTcFg1jFoQjbjjspvNtbx/FqK8/2NIEW1T9uS8H58OZFKf0K1BL2uICUbnLgq/Siyit6oJSnNRHKGCXumGWMHC26qIrRvgxudRCp9KP4IqiqYoWgktFY9WrsRY387xgH2Vo1CImGZ8s1uijc4qSqqpbrEizvORGAdtDoNg/bJZsKxBU1+TrGCN7RYrFPDYSJVVehychrMCRXP/0lomxv7MQUkHdKnTWNrCXJEobrYg9cViq5TYm2SNBKKrKIqKrKsEAnKhIMK4ZCIwSNBGb1JS0YfG31HpLf6maphGceHm2Ium6ahaaSdMbjJ4qvsClL22HLUoByX8YffE6K2OkDQFxGxX0DEf6GATNAXpqbES9V2T5NrVXqelYHjsxl+UC8sLTiX1i8sSXoNmZeNabWTIKbVqZPIuWFCh5hOiqJSWVhL8ToHpZtcOMt9hAIRzDY9qblWeg9JpWB0BtY2vIYqq9TMXytMDHQaUSwbmBJ7Plzlp/KFP1E8YbEfumBki7GVLCs4y33UlHjxuURC218bwltXjHAG8bfSjZLe28bIiXkMOyC32dinvjFH2tlD49bZq9Mh1qYYyblhQkLYjaqiUlFYS9E/1fjcYbQ6iaR0MylZZtJ6WbGmGNsdU6qygvfXMry/lhEu84IqCkiG/CRMg9Mwj0xvE5M7FIhQvtlN+VYX5VtrcZR6Y4SFOpx643hyeqi0VVvRYxJ1999/P6+//jpz5szhyCOP5NNPP2Xbtm1cc8013HbbbcycObOzXrpbsTsn6jYFZVbXS9TZs8yMPqw35iQDGq0Uu+kdZV62raqmtM6iXYIRB+ex/8kDGm2MYqwTo5bsq8fFfXMr/ggl9/4CEYWsK/dqt5hqfdSUeln93XbW/1ZO0Bd/K2dzyBuSwoRj+5E3pPngVFVVvL+V4fww6kaVbiJ92vBGjnq+lRXUvL0OtBLZV49rtGlUVZWSDU42/1FJ0VoHznJfXO1mADq9qBopskJtTbDBeX1HprPvCf3JzG/+7xvY6KRqzipQhNtS0sHNB9WO9zfg/bVMCMVfNrrRQhEJyWxf66B8qxt3tZ+gN4KqqCJI02qEu6Ws4nOHcJT7iMShj5fRx8bQ/XMZvE92XFVK2R2k4oWoIHammYwLRqJLM6GqKu4vt1H7bZGoXp43osl2a1VVKd3o4u8fiilcXUPAG5+uo8mmJznDTHKGCUmScJb7qCqqjS1WKdkW9j9pAP32ymhygQ1sclL1cvRzOL4/SQe1vLlRQjJlD/yK4ouQdtZQLGMaBxWqqgpmhStIJKyg1WrQ6iV0ei06gwadXmxCq4u9FP5dzdZVVbirmmdLSxKk5dnI6W8np18yOf3t2LPM8QtwKyqBNdUE1jlQvGG0qSbMw9Mw9LPHdQ1XpY+/vy9h4/IKamuaHqfOoMGeacGeZcaeYSY504w5SY/eoCUSVnBV+Nm+zkHRmprYvdJnWCoTzxpCyk5JW9kdpPyJFSi+SJuZQOVP/0G42IP9uH4kHdzxttfqYg+rlxSz/rdyQq20z7UGg0nL0ANyGXNEH5JbYS9GagI43t8QY2kZ8pMEuy76twpudlH50ipQ1GarybU1Adb+VMqWP6uoLKptNYlQB6NFR1K6CUuyEa8rSE2xJ3Y/GS06xh9TwOhDe6NtIqGhRhQqZ68itM2NLlO0f7bELFNVlYpnVxLe7iHp0D7Yjy5ofEy0uOCu8os1RgKdQYtOr0GrEwnTSEjGVeGneL34jvlrW54/0vNs5A1OIW9wKr0GpcSduFMVFc+PJbi/KUSt+z5IYBqWjv3Yfq2a0wR9Ydb+VMban0upKmqcPK+DRieRlGoiKd1EUpp4tKWa0Gj/j7z/DnOjvPr/8deMepe29+r1uveODRiDARswYDoBQgKEkhAIpJFKCvCQBgmBhEAIISH0boMpxhX3dd/e+662SFp1aWa+f8yu1mLXBcjze/LJ71zXXNJqVabd933O+7zP+wgEPBG6G720Hh1IJIxSc62ccU052aVjnfKBV2oJ7u1Bk2Ik8645p8wc7vvbUcLVA1iX5eL8gjIFiqzQUeehclsnjQfcSCfQzTyZ6QwaCqamMnVpDnmTXSedwxRZIVw9wNCmNqKtQ+qLAmhcRlVCRFJOyAb39Yeo2t5F/b5ePD0nZkSIooDZqcfqNGJLMWAdBhWHBsJ01nkIeCKJ901dlsPCi8f6dzB6zUSLlow755wSKBCqGaD/maMq4H3fgs/FyBixcCBG4343tXt66KwdPCFwbLBocaSZsKUa0ek1agLDoMFg0mKy6kjLV5NNJ0tSfBFTZIWWo/1U7+im+XDfuPeX3qRNGk+2FCNmmw6jVY/OIBL2x3G3DdF00E1/hyrjIWoEZp9TwLzVRWOYkCMN2TQOPZl3zz1lBm2sN0jPb/eBCNnfX/hvYZd1NXg5vKmdpoPjH/tnMVErUDYvk3nnF+HMPHGiJbCnm8E3GyAuq11hr52cBHgpisLA82ryRp9vI/22mWNA9nhUovGAm8YDfXTVewh+BikSa4oBo0VHNBRP8qE0OpEpS7KZt7r4uICdIin0/e0IkToPGoeejK/PPu61UBRFZa93+LEuzcV5wdj5MByI0TkMDgd8UWKhOMKwDz5yyLKkMDQQpq/df9J4SRAgf0oK5YuyKJ6Rju4UutArkkz/P6pU5rdWxHlBMZZ5WUSavAy8VIM8FFMbOHxtxrj3q6IodNQMUrmtk5Yj/UTDJ48VdEYN9lTVB7elGJHiMoPdQbqbvMhxdeKwpxlZdHEpE+ZmjDtfe9Y34d/SjqAX1QRf5olLwRVlOCnRGzqhr6fICpFQHEVREBAQtQIanaiC18P7EfRF6agZpOVoP61H+0/oO+hNWlKyzaRkW0jJseLKNmN1GjE79BjM2lP3yeMyiqwg6MTPBPzJkkzDfjfVO7pprxlInN+kfTRqcGVbcGWamXVOwWciXfwn238MUKcoCg888AAPPvggwaDqEBgMBu69915+Piz6+99o/3VA3Z1vIppVMKI+LHE0LHP9A0tOWj4EamC4Z10zDcOMMbNDz9k3TiH/GHBDkRXcfzpItHUIwwQnaV+ddkqDfaQsQptpJvOuOUmfURQFb28IrztEJBRDFEVMVh3WFCNWlyHJyYrHJFqPDHB4czvt1aMaFSory4zRoi4AagZPdXY0WgGNVkRnUDPmOqM28TwaitPd5KWz1pNwCPMnu1iydgJpJ+iyF20fov8fVUieCIJOxHlpGZbh0tb4QJjex/YjB+PYzynEviK5hKT5cB8732hIOGTHHoPJqkc3nNnXG9V91Rs0ODJMpORYSc21Yk8dzerHoxJtVQNU7+im8aA7ERBPXJDJwjUlxw3KR8oBTpQ5j/UG6XlkH8iQfusMDEWjgVjIH2Xfuy1Ube88pQV1xDQ6kbQ8a4KtlZ5vQ5Jk+tr8tB7tp+VIP/KwXoSoESiansakxVkUTEtFc4JsdnwgjPvPh5C8EQSjBvPsDOLuUAJsOF4nx94WH1tfrKW7cbQhhUYn4swwY3UZVLaFSYvBosPiNGBx6LGlGrGnmtCPE+QEvBGqtndxcGNbIutaMDWFM64uHzc7PrStA+87jSAKpN8yPekcf9r8OzrxvNmglhbdMy8pi9fd6OXIlg5aKwdOmmn8tGm0IrnlLjKL7RhMWsKBGP0dftytQ/gHx+pR6owaXJlmnMObK8tCbrnzlEDVU7XQUJRdbzVSua0zMS5FrUBmkZ20PBupuRZcWRYcGSbM9lMr/fYPRjjwQSuHN7cjSwpanciii0uZsTy5w2zwsJuBfw4zgW6beUpiutH2IXofOwAagez7FibpMymKQn9HgIFOfyIQ0Bk0WJwGNWCz69VSJ0F13NqqBqjc2jmaOGH0nBvMWmRZSbB9VAkDQBkFx9VHIZGM6e/wJxxAjVZk5tn5zD2v8IRMyZGEhHddE0pEAq2AeVYGGqte1bCLyZhmpJFy9aSkcx/wRtjxegO1u3uSEghmux5XthmzTT1Wg1WH0aJuBrMWq8uALdU0BjgIB2LU7+3h0MftDA6XbtjTjJx57STyJ48F3aWhKL2P7UfyRjFOTiH1uinHZUCF6wbpe/qIKsXwvflJGnv9HX4Ob2qnvqKXSOCzgaQ6o4b8SSlkT1DZc5FAnL4OPz3DDLZPW2quhawSB2n5NtLy1TledwJAS4nJRNuGUOIyumzLSYNtKS5zeFM7e9c3JwVoKTkW0vKsuLLMONLNKoCQasRs05+UNRYOxDiyuYP9H7SqILIA08/IY/ElpUlBnRyO0/O7CiRv5JRLO+ODYbof3gMKZN4zNynJJUsy3Y0+elt8DPWHkSX1vjc79FicBkw2PSarDq1eQ8gXpbPeQ/XO7iRW08i9OALkq+yZUSZ7PCargI9eBWNFcTSoko/RMsostrPsiolkFp98flAUhWiTF9+m9kRHXlBLzFMunzim9D/gjbD7rUaqPulKzH+CAOkFNlJzrTizzFgcBnU82XRYHAZMVt1xr5siK3TUDlKxoYW2KvX3LQ49p19dTsms5ISPEpPoffwgsa4A+gIb6V+bcVImmfvpw0TqPGOABEVWaKseoPlwP+6WIQKeCFJcRtQK6PSaJJ9MqxfxD4TpbR5CPmbuSC+wkZpjQavXEAnG1HK34fL4UzGjVcfkxdnMXlmA6QsCU5+2tsoBtr9WT/8xrHGzXa+up0V2UnMtpOZaT/l3FUWhu9HH7rcbE/6tK8vMOV+ZmpR8laMSPY9WIPWHsczPwrX21CpURkAJ4+QU0m5IbgQiS7LKfHaHiEckBFHAbNdjdal+uPaYOSkciNFQ0cuRLR1JoP8IcKo3aUfldWRFZX5rBDQaFUjV6TXDj+rfYb8KNA10qj6xIApMPi2bBRcUn5DZFe30q374QBi0Iq6LSzHPzUQQhIS/hAgZX5+N/phqEykuc/CjNg582DoGHDE79Il1SW/SojeOPGpwZphJy7fiyrYkzdHhQIymg26ObOmkt1n1JXVGDXPPK2TmivxxS87lUJzexw8Qd4fUcXbLjHFZZiP+iKDXkPXd+Um+xUBXgD3rmmg84B4XODme6U1acsqc5Exwkl5ow2DSEhyK0tPko+VIf+IYQI1LimemUzYvg4IpqeMmyUZM1U+sIjyOlqouy0zaTdPH1bLtbvKy9cW6pN/VGTWkZFuwpRoxWXQYrTrMDgNWpyHhOxks4wNU4UCM6h1dVLzfmpgnCqamcMY15WNiIkVS6HtGraTQZpjJ+PqsEyaUwjUD9I0kJb6/IAl09LqDVG3vorVygMGuAPHxgGsBNBoRUSsQ+1TspDNqKJicgjPLTDwm43Or1T2e3tAJiRwanYgtxUjeJBfli7LIKv73MtmaDvWx7aXaJEDalmokq8Qx7JOra9Kp+uL/r9l/DFA3YtFolPr6evx+P1OmTMFq/e9ARI9n/3VA3TffRjQ5AdgyFOec++aQnvvZBm1HzSCbnq9RM7gCLLigmHnnFyWcwJg7SM+j+yEu47x0AtYFJxcE7XlsP7F2fxKDKxKMcXBjO1XbO8cFBEbMZNNhtuuRJQVfXziRyRcEKJqRxvQz88id6DxumeGp2NBAmIoNLVRu61SdcQEmLcxi4ZoSrMdhDUqBGAMv1iQcb+PkFAylzoQIti5nuJxlePGNhuN8/Fw19ftUIFSrF5kwL5OiaalkFtu/ELUZwNMTZM+6Jmp3qyUBGq3I7JUFzDmvcEzgpyiKWkq1rwfBqCXj9pljSkL7nj1KuGpgjFPXeMDNxr9XJYI+q8tA3iQXriwLRqsOUSMgx9USPATVQTNadCqwk2E64XUK+aPU7emlZmcXvS1DideNVh0T5mRQNj+T7FLHuAFJ3BNm4PnqUeYCqJpOF5WMKXmQJZkdbzRy4MNWUNSFrnxRFuULssgssZ8QFDwVi4bi7P+glYr3W5DjKii04MISZq7ISzp+RVEYeKGG0EE3ol1P5p2zx3VkFEmh+zd7kQbCSaBj0Bdlywu1CXAdSDjYWp2oln3HZeJRNQCVJdVpdqSbyJngoHB6GnmTXMcFbfyDEXqavHQ3eulp8tHbMjSm9BpUULV0djoLLiw5aSb8RCZLMoc3d7D77aYEi6xgSgpTl+WSPyXllDK7JzOvO8Smf1YnAqHCaamcfeOUJF2gkTJ9bZqJjDtnn5QJNPh6HYFd3ZhmppN6tarJGY9JHN7UwaGNbSec30C9ZoJIkrMtigLFs9KYdnouORNdCcDgs5oiK7RVDVCxoYWOWg8AJrueRWtKmLw4+4SgTNwTwfN6ndoh8BgzlDlJvW5K0nmp29vDpn9UJ4D73HIn5QuzKJia+pnKaMYzWVao2dnFzjcbCXpVx3vS4ixOu6xsjJ5TtH2I3j8dhLgybqJkxNxPHiLS6MW6JAfnRaXq8cYkPnmtgSOb2hMAiQrcmzBadCiKmhyR4jJSXCEek9BoxER5cf7kFLJKHccvtfFF6azz0FE7mBSYHmuCKJA/ycXU03Mpnjk+G/dUTFEUmg/3s/2VOrzDJbKubAvTz8ildE7GCcuzTtXCgRjbX62n+pMu9fuzzJx7y7QkCYYEIAqk3TQ9qSRqPPO+38zQxjYME5yk3zQdUEuhjmzqoGJDy2divYyYzqhh4vxMJp+WQ0ah7YTnVFGUcf8vSzLuNj81u7qp2tapBmECTFmSzaJLSk85USENRYn3qQ2mxivPbjzgZuNzVQmAOLfcyZTTciicdvKywFOx9uoBNj1fk7gnpi7LYenlZUlATLw/RM8f9qOEJaxn5OE8QTOPWE+Ant9VgIBaljecFG6vHmDLC7XjgtMns9Q8K2XzMiibl3ncMl1VJzaMzx3C7wkTj8mqxMmwXEjAG6GnyZdImOmNGuaeX8TMFflfmGEnxWV2vNbAweEmWzqjhilLcihflHVC7cbPYo373Wz6Vw0hXxSNTuSMq8uZvGTU1440enE/eQg4cQnsiCmSTNeDu5H9MVKvm4Jpqir/4B+MUPF+C3W7e05YTWAwazHZ9EgxmaHBcCIprNGJTFyQybTTc0kvOPHYOuH+KQq9zUPsWddEy5F+ALQGDXNWFjDr7ILjrv1yMMbAS7UJcEiXb0Nr1xM6qn6H/bwi7GeOlvgOdAbY8NSRxNxrSzUycUEmBVNTScuzfm6pj5Fj6KgZZMfrDQn/1ZZqZNmVEymeMVaLLt4XouePB1BCccxzM3FdVpZMYpBken5XQbwvhG1FAY5zCtVjlhX2rGti37stCQDHlWUmq8SBNcWIwaQdlr6Qk4B+q8uIK8tMWp71hH64pydIze5uand1J4EzOqOGoulplMxKp2BqyrjnaoT5PbSlDXkoppb8z8vCcX4x4qeuYSwq8ckr9RzZ2gGKWi00eUk2ExdmkVlk/8I6l9FwnAMftrHvvWbVDzdoWHxxCdPPSE7OSkNRen6vaj+eTD9vvKRELCLxyav1HN3WecqVUYBa6ZNjoWBKKoXTUo/rO0gxGU+vWgo80BVgoDPAYE+QoDcyLjsyt9zJsismfmFGW9AXZeuLtYmY1WjVMe30XMrmZ+LKOrEG4H+T/ccAda2treTn54974ltbWyko+M8TWf532H8dUHf3ekSDmnl70xMjULyPe799D5Ik0djYSDAYZHBwEI/Hg8fjQRAEcnJymDVrFpmZoyVM8ajE1hdrqdyuOuDFM9M456tTE4DP0NZ2vOuGS2DvnoPWeXzGXqw7QM8jFSAKZN+3AI1VT2edh/efOkJgOOgaYTEZrdpEqaR/IDIuKGBx6ClfnM3UpTkn1ZX7rOZ1h9j5ZgP1e3sT+zVrRT5zzi0cl0GlyAq+j1oZ2tiaVN6lSTGSfkzXnKAvyhu/289gVwBRFBKsln+H4/1p623x8cmr9Ymg3JpiYOllZZTMTk92AmIy7qfUUjFNipGM22cmQKIRjSBEyLxrbgLE2/deMzvfaARUZ3rxJaUUTE75XxGO7u/wU72ji5rdPUnZc6vLwIR5mcw8K28MiKpICqHKfqLNXgSjFsvsDLSfukcioTjvP3WU1mFHrmx+JqddNuFzgQmKohCNRlUNI+PYMTDYHWDTP2vorPMAkFFo4+wbp+A6ptOaHJHo/eN+4r0hVb/jq9PHnM+RUmrRoiXruwsQ9RoGOgO889hBhgbCCAKUL8xi0pJssoodx816ypI6nj4vqC3F1VJST0+QwR5VM9HdNjRariMKTF+ex4ILiscdL8czRVForx5k+yv19HeoGfq0fCvLrigj5xR1kiRJoru7m5aWFvr7+/H5fGg0GtLS0pg8eTK5uaOlxYqicHRrJ9terkOKydjTjJz3temkD5fky8EYPY9UIPmiJ2UCyRGJrl/uQolKpN08HWOpE09PkPeePJw4L1q9SEbhCBiv3oP+wQiBwUhycCSopYQT5qQz+bScLwxwHWuKotB8qI/tr9YngvT0AhtLLy8jp8x5ws9Fm3yEjvQhRyQMpQ7MszIS96iiKOx+u4m965sB9R4//epyMov+/etpNBxn55uNHN7Urnbxs+s585qxrKDA3m4GX6lTz+eXp44Rt440enA/eRg0w5o/TgNBX5R1jx9KZPWLZ6YxfXkeOWXOLwzcH89GgDt36xB9bUO424aSGB6ZxXbOuKY8cV+eqvV3+tn+cl2CPWWy61l0UQmTlmSfMuAbjUbp6uqiu7ubwcFBJEnC4XBQUlJCTk5y4qO1sp+Pnq0i6I2i1YmccW05kxaNggojQLbGaVBLYI8TDCuSTNdDu5GHYqRcOwnz9HQC3gjv/flwgvVssGjJm+jCkWFCo9MgxWSC3ggBb4TgkKplFI/KGC1a0gtsFE5LZcLczH8LyD9iAW+Ena83UL1T7RB9srLsU7WK91vY8VoDoI7NZVdOHLek+GSmKErCx3M4HLhcyWW68ajE7nea2P+B6rek5lpYedO0pGY7wcN9DPyzCoDUG8eOoREbkccwTU0l9bopKIrCnnea2LOuGVABsgnzM8md6MSeakIznECKR6WEVnA0rDb/Mdv1ZBTav1Cy51iTJZmWI/3sfqcpwfxyZppZdmXZuDqlp2Jed5ANfzmKezghOP2MXBZcWHJKJeyKouD1eunu7k6MrVAohMFgIC8vj1mzZuFwjF7vcCDGR3+rpPmw6qtMPzOPpVeUJcbwZymBHdHjFK06sr+/AEEjUr+vl43PVSWYPSNNLfQmLfJwg5Khwci4kiWubAuTl2QzeXH259LdPJF11nnY/mp9Yi42O/QsvKiESYvHn78UWWFocxu+j9rgmJjBujQXx+rixL3fVjnAu08eJhaWMNl0LLl0AhMXHF9L+POaIivU7ulhx+sNiZLzohlpLLuibEzMEq4bpO+ZI8NSNMmllEPbO/C+3Yho1ZH17XmIBi3xmMSGJ48k7omiGWksuKD4hHI3n/s4hsHTuj091O/rScRroMZGBVNSmHNe4bgMLkVWkP1RRLNuXKag1x3i3T8fTrBRJy3KYvGlEz5XAikUCjE0pI7HlJQUtJ/qSP1pPzx/Sgorrp+c1DxRlfQ4BDLHJaAkYtljkhL+wTBvPXogkZAomJLCxIVZZJXYsTpVyQgF1XeWhpPlI8+Nw5UFX8TiUYmgL0p/Z4CGil7q9vQkEvIzV+Qzf3XRZwafFVmh6pMuPnmtnkgwjiAKzDo7n/kXFJ+Q7T9i0WgUvf7fy17+v7T/GKBOo9HQ1dVFRkZyZ8r+/n4yMjKQpFMvb/t/yf7bgLq2ezYg6FQn501PjL2Taygc7BnzPkkQiIta9FKMkWVv9uzZrFy5EpNpdCGp3tHFpn/WIMVlMovtrL59BiabPrkE9gRdYAE87zTi39aBcWoqaddNoa1ygHWPH0KKyzgyTCy8sITimWlJGV0Y7a4U8EYJeiOIWhGr0/CZNLI+r3U3efnk1Xq66tXyM5NNx/zVxUxZljNu0BbrDRLY2UV8IIwu14rttJyEuG00HOeN3+7H3TqExaHnvK9N/1wim4qi0NPTQ11dHb29vciyTHp6OlOmTBkzbhVFofGAm20v1+EfUB2FvEkull05MckZl/xReh8/mNB3S/3SZJUK/vRh5EA8KWu0991mdr2pgnQzz85n8SWlXyiAlWUZv9+PVqvFbD5BgwdJpr16kLo9PTQecCcYO1qdyKxzCpi3quiUM+Red4h1jx9isCuAViey4stTmDD3s3Xj9Xq9NDY20tjYSFNTE36/6mhYrVamTZvGaaedhu2YJiqKMrzovaouehqdyOJPlVzGeoP0PrYfJSpjW56P45h274qs0Pv7/cS6AwmGkK8vxKsP7yPoi+JIN3HuzdP+Vxy1UzV36xC73m6kZdh5NDv0LL2sjAnzxtcFGTFZkmk62EfFhpZEBtpg0bL44lImn5ZzQlBBkiS6urpobm6mubmZ1tZWotHjs21KS0u58MILcTqdo/vdNsR7fz6Mry+MzqDhvK9NSwRwCQFnIO2rxxdWHxEW1qaZyLxnLt7eEK//poKgL4rJpmPRxaVMXJB53I6LkiQTHoohSTImm/6UHKEvYlJc5tDH7exd15QYS0Uz0pizsoDsk7CdxrNdbzUmQLrZ5xSw6JLSz8z+83q91NbW0tDQQFdXF5FIBJvNxoQJE1i4cGHSNQPoavDy8XNVCed40qIsll45Mal0dgQcEoxaMr8xK1FeqCgK7icPE23yJhobRUNxXv9tBX1tfgxmLed8dSqFUz9/45wvYp6eIFWfdHHo4zbiURlRFJh/QRFzzi08aUAZ9sfYva6JI5s7VK1QrcCsFQXMPf/Epc6gBjttbW00NzfT0tJCV1cXsjy+5lRBQQGrVq0iK2u0oVTQF+XDZ44mwME55xawaE2pKiYfGS7VGwhjnpdJymUTx/3eEXBoBEwIBeK8/psKPD1B9CYtSy4tZdKS7P814PSzWme9hy0v1CaCTVuqkZln5Z+w8cl4pigKu99pYu8wuDXjrDyWXDrhlNa1SCRCX18ffX199PT00NXVRVdXF+HwKBMmLS2NpUuXMmPGDERx9DvbKgf44JmjhIZiaPUiK25IXg8H36wnsKML0aIl8845SY2aQPUfuh7aA3GZ9K/NwFDsYMfrDVRsaAFg2um5LBpH6/j/16bICtU7u9nxen0CCC+Znc5pl004qWZn4jsUhZqd3Wx5sZZYWMJg0bLi+skUj6MVO2LxeJzOzk5aWlpoaWmho6ODUGi0DFsGFEFEVGQEQBRFlixZwhlnnIFOp0vs+773mtn1dhMoasO3c74yBa1e85lKYEcqJEY6XFZu7+Tj51Qh/YwiOwsvLCZvkmvMHKMoCtGwRGAwQnBIBeLtaaZ/CyP3RKYoCvX7etn5RkOC1ZWSY2HJ2gkUTEkZ16+QfFE1oRSKYyhzJslWdDd6efN3+4nHZHLKnJx3y7TPVQodj8dpb29PrFU6nY68vDxmzJiR5PeByrTau76JAx+0IctqZcW81UXMOrsgaWyPAHIIqI365mUR7QrgfvwASkzGefEErIuykSSZd584TMuRfrQ6kTO/NInyhV+sI7aiKMTjcTQaTdLcMOZ9skJPs4/G/W4a9vcmMe3K5mdy+lUTTxl0aj3az/tPHyUSjGOy6Tjnq1OTJJZOZuFwmJaWFpqbm2lqaqK7uzvxP61Wy+TJkznzzDNJTR1dwxVZ4ciWDj55tZ54TMZo0bH8S5MomT06fkeaZKEVyLht1pgmHyP6nSOd7kNDUV75n734+sJYHHpWfEoq6v/ChgbCbHu5jsb9bkAlNpx+1cQTzlMjppZw93FwY1tiTUvLt3LWdZNPGF9IkkRHRwcNDQ00NDTQ2dnJXXfd9V+BqcB/EFAniiI9PT2kpydfzJaWFqZMmUIgMLZE47/B/tuAutZ7PyDq6kEfyOLtAZFnL4rQalIzA+ZIiHQ5jtdgwitqUBDQAbmxEHnNtUzqaiHd6eDqq69OAn466z2sf+IQkUAcR7qJNXfPxpZiPKUusEp8mG4fiJF6wxQiKSZeemAPsYhE0Yw0Vn516r8t0x2PxwmFQsRiMRRFSdpkWSYYDBIMBgkEAonngiBQWFhIeXn5mCyMoig0Hexjx+sNCSFnZ6aZxZeUnnJJkhSXeeexg7RXD2K06lj77bknzRZLkkQgEMDv9ye23t5eqqur8Xg8SIJASGdAo8gYY1EEYOrUqZx77rlj7uFYVKJiQwv7N7Sq2jCiwIyz8pi/epTxFHMH6XvqMJI3GeQ4tvNl4wE37/5J7TS2+JJS5pxbeNJjH88URaGrq4uDBw9y5MiRxLzicrmYNWsW8+fPPyFoN6JReODD1oSGV1q+lXNunEpKzolFYDvrBnn3T0cIB2JYHHpW3zHzuItPLBZjcHCQgYGBBDPB4/Hgdrvp7+9HAXxGC26bk6DeiKjIpAR8ZHkHMOp1nH/++cyePTvpO/2DETY+V0VbpVqikVvu4pwbpySyesGDvQz8qwaA1BumYJqsOhkj7CBBryH7e/ORNCIvP7iHwe4gqbkWLr57zhfKaCuKQktLC3V1dfj9foxGI7m5uZSVlSWB9qdiLUf62fJibUITKrfcxelXJYPDoDoTVds7qdzelcg4a3UiU5bmMG910XHLyAYHB6mrq6O2tjYBzMUFkT6bgz6rE48jBZ8zjQGdgZAgYAQyYmGy2puY1NGETSNw2WWXMXHiKFAQDsR478kjdNQMIooCZ90wOeH8Dr5RT2Bnl8pYuGvuuF1BE2X9q4oxLMji5Qf34ulRr82Fd876t7HiIpEIwWAQWZYRRRGtVotGo0lsiqIQCoUIh8OEw2FCoRA6nY6cnJxx2Z5BX5RdbzdSdYwOYFaJg5kr8imelXZKYMixDNtlV5YxY/n4XQRHmCT9/f0MDAzg9XoTm8fjwefzJcbUgMWGLIg4wgFS/D60osCZZ57JaaedhkYzulZIMVllBb3fgqKozOGzb5iSaAakxGXcTx4i2jqENtNM+k3T0dj0qgj5q3WgFcm6dy4ah4H1Txym+VAfJpuOS+6Zk8R4/aw2Mp4OHjyIx+PBaDSSk5PD5MmTSUsbW/50PAt4I2x5oTbhcKcX2Djz2nIyCsf6KdFwXNVc+qA1Ab6WzEpnydoJONLHH8MjwU5TUxPNzc2JYCcmanDbnLhtTvzOVHw2JyGdHhBwRsOkdrYwobsFWzzG6tWrmTt37uixywq7140CTqVz0jn7yyqoEGkaLtVTOG4H8ZFyZNvyfGxnF/DmIwforPNgdRlYc/fsMc1fPo8pioLP5yMYDKLRaLDZbBiNxs+d/Bspy971ZmOCcaI1aCiekcaEuRkUTE05Lkg/sj+fvFrPgQ/VMspFF5cwd5zGJgBDQ0M0NTXR0tKC2+1mYGAgkSgC9doNWOz0W+x4bA40BiMm3yB5fd2kBIcoKipi7dq1SYBCwBvhg79W0jFc3j73/EIWXliCIAooMZneJw4Q6wygL7KTfvOMJG3UkTJlXZ6VjDtmUbu7hw+fqQTg9KsmMv3ML95Ux+/3097eTigUwmg0kp6eTmpq6ue6XpFQnD1vN3FoU3sCyC6enkbBtFRSciwYLTo0WjGhrybFVVbZQGeAml3dCRZd9gQH53xl6rjaz7FYjNraWqqqqqitrSUajSIj4DFb6bM6GbTaCTlT8JptuDU64giYUMgPDlHQXEOJu5Pc7CyuuuqqJHZd/b5ePnjmKHJcIbvUwarbZ2C06E6pBFbyRel6aBfIkPmtufR6Irz5u/0oyjBL7/IJ/zZWWSQSIRwOE4+PLcmTZZlQKJTwv4PBIKFQCL1eT2lpKbm5uWOuqxSTObw5WWMzb5KLJZdOOOXk5GB3gFd/tY9IIE7B1FRW3Tb9hCC4LMuJ4xiJGdxudwIcikajhHR6wlo9xngUYyyKVqNh0aJFnHnmmQmQdcQGOgNs/tcoo8uVZeb0qyaSNwzqKIqC5416ArvUOViXbyPeG0SJSKoW+FemIYgC216u4+BHbWh1Iqu/PpO8EzS+O5n19PRw8OBBDh06hN/vR6fTUVBQwJw5c5g8efKJQTtFob/Dz8GN7VTv6AJFrXQ664bJJ2SqKopCxYYWdr7ZCIoKEJ//tWnHlRcKBAL09vYyMDDAwMBAwn9wu90qkUOrw21z0md1EjeZ0UhxnN4B8gd6MQpw9tlns2jRoqR7arA7wAd/rUxixJ52RRkajTru+/9eSbh6AE2qkcxvzE6wVOP9Ibp/uw8khfTbZqIvsLHhySM07HdjTzOy5u7Zpwz6H8/8fj8NDQ0MDg6i1WpJS0ujqKhoXP/tZNZ8uI8tL9Qy1K8CqgVTU5lxVh65ZU60eg2KrBDwRuhtHqKn2Udn3SA9Tb6EL6gzaFhwYTEzlueNOzeMzHNHjx6lsbGRcDhMTNTQZ3XQa3fx40WzmT1t2hc6H/8p9n8O1H3rW98C4NFHH+Xmm29OCpIlSWLXrl1oNBq2b9/+7/7p/wj7bwPqKn/7MF2z/ozBW8TBDT/g4sJbWLjgBeKiFkGRKQ21UR5oJj+sLgg+rYV99qnUWIqxRcMsrdlPmX+Qa6+9lsLCUTBmsDvA2384yFB/OGlSGtrchvfdZgSjhqy7547JuAYPuhn4V7Wqv3XvPF79dQXu1iFyypxc9M1ZX1grJBqNUlFRwaFDh+ju7j4uA2DEJEFUF1idnohWjyUawh4K4LDZOP/885kyZcrYz0gylVs72bOuKZGNzZ7gYMnaCScU7VRkhQ+eqaRuTw9ag4aL7549phxMlmWampqor6+nvb2dwcHBJMcbQEbAbXPS4Uqny5VOlyOVuKCeN6sUp6CnjRnt9WQjc9FFFzF58uQx++J1h9j2ch3Nh/oANfN//temJxwdyRdh8I0GwpUqI8o4JRXX2jI0Fh2eniAvP7iHaFhixll5LLtifDaELMsEAoGk7JwgCKoe3uAgDQ0NHD16lK6+ftpTMuhwphPSGzDEomT6Bigc6MGh1bB8+XLmzZuXFJSPObeKQkOFm83P1xAOxNDoRE5bO4FpZ4x19ACqPulk0z9rkCWFjEIbq26bkUR7B9XB3L9/P5WVlbS1takgLxDSGfAbTAQMRnwmC92OVHpc6QQ1Y8ExWzzKtJYapnU0Mn/2bFavXp10HIqicHRLB9tfrScelTE79Jx/6/TEfTRSyiIYNKRcUY7GacD9l8Mo4TiOVcXYTs9j0/M1HN3SgcWh57Lvzcfq+nxAkCzLVFdXs337dlo7uxg0W4lptJhiURwhP1qNhkmTJjFr1ixKSkpOeD2OtXhMYv/7rex7rwUpJie01lzZFmIhia4GT5L+oMmmY8ppOcw4K3/cLL0syxw9epTdu3fT1taG32Ci2+6ix56C25mG22JHGh4PWjlOWbCF4lAHjvgQAY2JaksJteZCjLLE3MZKpnc1sXrVKubPn5/4DSkm89Hfq6jbo7KPR4JMOSrR+2gF8f4w5tkZpFxZnrRv0bYhev94QG0i8f0FbH69gartXVicBq64b/4XZh1Eo1F2797NwYMHcbvdn+s7RFFk+vTprFixYtw1brA7wIEP26je2ZXQyLM4DUw7PYcpS3OPewxHtnSw+XkVWD4eeN/e3k5FRQV1dXWJ0pSoRktQbyCkMxDUGxkymul2pNLrSieoSQZCbfEYE9sbmNleT1leLldccQUWSzKI1lXv4cO/VSYy/LNXFrDoYpXVJ3kj9PxhP7I/hsahxzgxhUBFD0hKQruoclsnH/+jGlErsPbbc8cFwk7FotEohw8fZvfu3bT0D9BvdRDR6jHEo6QPedBLcUpKSli0aBETJkw4YSA0YoqiULu7h60v1qolKAJMWpzN5CXZODLM+AfDNOx3U7mtM6HFlZpnZellExJB4KettbWVXbt2UV1dTVSW6bc66LW56LW5GHCm0m8woxwzh2ZE+pkYbEZBoNmUS4cxE50iM721jjktNSxbtJCVK1cmzbs1u7rZ+PcqZEkhp8zJ6jtmoDdqE2L2olVH5l1zkvQ4RyUyIOs7CzjwSSe73mpCZ9Bw+ffnfSHwFNSgb/v27YnA9FjT6/U4HA6MRiN6vZ54PE4kEiEajRKLxZAkCbvdTmFhIXPmzEmSCUnsf1SiZkdXUuMTGNZ1mpZK0cw0Cqcm68xJcZktL9ZSubUTgKVXlDHzrGSwW1EUamtr2bNnDw0NDUQFkT6rA5/Jgt9gUtcmqx2v2YZXe/z5Jt/jZmHDEYqQuPbaa8nOHi3tkiWZT15v4OAwWFg0PZWzvzIVg0lLrC9E7+/3o0SlpE7YUiBG96/2oIQlUr80mXiOlefv30U8IjH3/EIWrSk9xSszvvX39/Pxxx9z5MiRYeaZgKgoCIDFYqGoqIiCggKys7NJS0vDaDSe0pgCVVZj60t1CXDyVE2rF5m3qojZKwvHsIYDgQA7d+5k3759eCJRuhypdLjS6XGmM2CxERNG9y0l5mFCsJXSYBtWKUifzskux0w6jRmkBv0sramgTI5yww03JJEnOmoHWf/EYaKhOOkFNi765iyMFt0xJbAGMu8eW1ru+6gV3wct6Avt2K+fwou/2I1/MEL5wixWfHnyF65QGRoaYs+ePRw9epT+/v4TvlcBYhrtsB9uQFRkrJEQpliU/Px8LrjggnHHVzgQY9+7zRza1J5YpybMzWDhRSfWxQ14Irz68D6GBsJkFNq4+FtzxpADgsEgNTU11NbW0tPTw+DgIMeG2zICQYORLnsKnc50ulLS8RhH5yNXLExJRzPTOxrIdzm54oorxpBeRuby7a/UJeKIGWflsWTthARI5PuolaGPW1WqJaAvtJN2wxREs46G/b2892eV4X/+rdPHyD0ca5IkIQhC0niQZZnBwUFqamo4dOgQ7b29tKZk4rY6iWp1mKNhsr39ZHn7ycrIYOXKlUyYcPLmPz3NPj58pjJBZpi+PI8ll5SOqZCKBGNs/Hs1jQdUP2bK0hxOv3LiGKmAYDBIRUUFhw8fpqdH9ceiGi1DRrO6GczqmuVKZ8A4/nU3yBLTW2uZ2VbP7CmTufjii5OIGFJcZvfbjVRsaAUgd6KTc2+ZhsmqV2VPfr8fyRPBNDWVlGsngwD9z1URruzHUOYk/avTqd3TzQdPVyKKApd9b94Xqmjxer1s3bqViooKwoJIWKtHJ8UxxqNoRJGCggLKy8spLy8nJeXUGXuxqMTedc0c+KA10aBHEAUMJi3RSHzcBiQpORYmLshk6tLccQkAHo+HHTt2sH//foYkmW5HKp3ONHpc6fRaHMjDc8n6uWXMsX+xNfs/xf7Pgbrly5cDsHnzZhYvXpxUV6zX6ykqKuLee++lrOzUugp9UfvjH//Ir371K7q7u5k5cyZ/+MMfWLBgwbjv/ctf/sLf//53jhxRJ6+5c+fywAMPHPf949l/G1C346U1BNPU81H90l+4I+uSU/rcQcc0fl74Fba55jKpq5nlzVVcd9WVlJSMdvAaGgjzxu/243OHsKUYufhbs7G5jPT+6SCxtiGMk1JIvWFK0qKfyJCflU+rXsuWF2oxmLVc9aOFnxtgGLHq6mrWr19PtaCjMS2HQYudqFaHpNEMBxoCsqA6eAoCEa2OqGYsI8YcizCxq4VZbXUsmTGdVatWjWHXgdogoOL9Fg582JZoQz9hXgaL1pSOYS0oisK2l+s4tLEdURRYfccMCo4ppZJlmQMHDrB161ZaQhG67akMWGwE9UZCegMRrZ6IQX0MH7PPzpiPpZ4KCsNdxAQtR6wT2OmYAYhM6mpmYeNRzlq0kBUrVozrtLYc6WfLCzX4+sJotCJnXJMsUCyH46CQYA7FIhKv/M9eBjoDZJc6WPOt2UlMm3A4TEVFBVVVVXR0dBwXKA1rdXQ50mhMz6E5NYuYduwCoJUlyrtamNFeT5ndyvnnn09x8fFFrEFlA2x8torWYZZa0fRUll83OQEuxGOqWO3hzR0AlM7JYMWXJyeVFyqKQkVFBRs++JAGk402Vwb9VjtDJit+gxFZSD6PZinEAu9hFg0dZWmghqxoPxFRR4WphBfSzmK7czbOoJ8V1XtZnJXOFVdcMUavwdMT5N0/H2agM4CoFVj+pUlMWpSNEpfp++sRIo3epPePdAVrqRpg3R/V7PlFd80aQ7NXFIXe3l76+vqIRCKIoohOp8NgMKDX6zEYDEiSRFNTE3v37aMyDlXZRTSm5xA/5j4zSHHy+rspcXdSMNCDy2xixowZlJWVkZeXNyZjPJ75+kJsfWkUHP605U50MnVZLiWz0o+r69Ta2so769ZxOBihPiOf1pRMvGbryMGSH+lmgfcwpw8dZX6glgJfPVp5bPlrs7WIh/O+xOsZK8j29rOiai9rz1rOokWLRs+drLD91XoOfqQGqyNgXaTFh/tPB1Um0JcmY5o2yooaaTphnpNBbEE2rzy0F4BL7pl9ytp645miKFRWVrJhwwZq0FKbWcCAxUZcq1MbtMgygiyhkWVERUFUZGRBJKrVEtfqiA3PdXopToanj/LuVsoCHi668EKmHSfLGfBGOLK5g6NbOxKBhKgRmDA3g+ln5pFZbE/M7ZXbOvn4n9WgwNzzCll0cXJQ3tXVxbvvvktldy/Nadl021PotzkJGEzjzsEmKcwcXyVLho6wINSETolTpc9knWsx252zMcZinFZ/kHmxINdee+2YICgajrP9lXoqt6mAR8HUVFbeNAo09P/tKPG+0ZIz08x0Uq4sx9cf4oVf7CEekViydgKzz0nW4pUkifb2drq6uvD5VL0kjUaDTqdDr9ej1+tVAfGODo5UVlJvslOdXUhzajbyMfOvoChke/so62mnpK+TbLuNuXPnMmvWrDHA43gW9EXZ9nJdAkgezxzpJhZeVMKEuRnjaob6fD7Wr1/P7uZWGtJzaU7Nos/mQhrZz+HxNH2ojiWhehaEGijx1mANJQPEbZZCHsu5lH9kX4AjEODsqr2cM3kiq1evTlpzOusGWffHQ0TDElkldi74xiz0WpGex/YT7wmqkhk3TE0wtPpfqCZ0wI1pehq6c4t4/qe7kOIyZ9845QuVd0mSxL59+/hw40aqrCk0ZOTiMduQtFq0koQxEsIcjWCMqcwYUZGQRA3x4U0SNciigDUSIsvbT663nwVz5rBy5cpxdXgURS0Rq9/XS8O+3qRGMqIokDPRqbI+Fajd08NgVwAEWP6lSUw5LVn7r7Ozk/Xr13NowEt9Rh4tqVn0W+yqMvywmaUQJcE2JoRaKQu2Mi3cxpRgM9mBVkCgy1rI685FPJOzhm59uurndDbwpauuGrO+1uzs4uN/qFInrmwLF905C6vLMMr2FsBxQQnWxTkMPF9F6Eg/uiwz6d+Yzbt/Okzz4X6ySx1ccs+cz61bOzg4yNatW9l6tIqqrIKEb6cIAgYpjiPox+X3khrwkRrwkur3YozHEAQBo9GI0WjEZDJhs9koLi5mxowZx2Xp97UPUbe3l54mH97eIJFQXE0uaQREUe2ibXbosaUYyS13MWlR1phySUmS2LlzJxu3bqPKnkpdRh4dKRmq36AoFIS7mDVUzZxAPQtD9ZT5arFGxgcIt6Qu5GeFN3HEWsbclhpO72vjy9dfnwRc9bX7efOR/YT9MdLyraz55mz0elHVVB0IY1mQhevS0XhNkRS6f7UHyRPBdcVE9tf7OLixDUeGiSvum/+FmifIssyePXt4/+NNVNtTaXel4zNaiGp1aFDnPQEFQVGQh5PkQb2BuDg26Zfq9zKto5FJ7nYuOO+8pETasebrC7HrrUZq9/SAMtwhdnEW81YXj2E4hgMxXv9NBQOdARwZJtZ+e27S9QuFQmzZsoXde/fRbrLSY0/BY7aqfrjOQESvJvQjx/irgiIzJdDAEs9BsiQfPRobuxzTOWgtRy9LzGuqZG5fB5ddeinl5cmJPVABq11vNiZ80uwJDs69eVqCeR8fCBNp9KKx6zFMcCKIAp7eIC8/oCbLZ51TwGlrkwE0n8/H/v37aWhooLe3N1H2LopignEfj8cJSzIdrnTqM/JoTs0mNk6cYw8HmdzZyJTOFqYUFbBy5cpxgdNjLRaV2PHqqJ/tyjKz7IqJ5E1WfaDWowOJuEPUCpx+5USmLstN+g5Zltm7dy/vb9xIncVFmyudXnsKfpOF8KfjBUWhINzNDH8NZ4TqmReoI99XR1Q0cNBaxj/TzmJd2ulYIyFWVO1jcaqDq666CoMhOeZsOujmg79WEotI2NOMXPTNWTjSzWoC9k8HQVIwTHAiWnSEDrpBFMj4xmxiZi3/un8XkWCc+RcUs+CCsXGKJEkMDQ0RjUYxGAyYTKYx60VfXx87d+5k16HDVKbnUp1VyMDwXAdgisfIGnSTP9hL7qAbezhARno6eXl5pKWlkZqaSkpKCi6X64Q+uacnyKFN7TTs601qxiQIkJJjJbPIRmaJg/zJKeOyhEFNRG7ZsoVNu3ZTk5ZDU1oOna60RHyUF+5mofcQy4cOs3CoCs81rzE967+jt8H/OVA3YjfeeCOPPvro/ylY9eKLL3L99dfzpz/9iYULF/LII4/w8ssvU1NTM0aDC+Daa6/ltNNOY8mSJRiNRv7nf/6H119/naNHjyYJh5/I/v8SqMueBWllIIgw1A2tO0BSB+8LmedxX9k3sQbCrKqp4LYrL09i1vkHI7zxuwq8vSGsLgMXf2sOZlmm5/f7QVJwXlya6LAZafHhfuIgiOD6+mxe+M1+woHYcUsiJEkiFAohiuIJs6MjAcfGLjd7iybR6VSDNqMUwSoF0csx1TkY2RTQK1FcMR/OmI9UaYhc2U96fIguwcRm+0wO2CZhiMdY0nCYc4wiV47D3Bg9B2F2vdWoCkkrajA7/cw8Zp2dj9VlRJJkPnmlnkMftwOMCTQ8Hg8vvvoaH8ZFqrKL6LM5k75fVCTs8QDOuA9nbIj06ADL/Ec523eA4sFKBJKngQFjOr/NvYpnc9agi8U5ve4gK5wW1q5dO66DOkag+Bjq97GmKAofPH2Uur29mO16rvjB/IQzoSgK+/fv5/WPN3HEnk67Kx2P2UZIb4DhPTx2PxMgkKIw3V/HWs8OLhr8hExvAyG9nQrHdP6adjbvpy5BQWRCbzuzW2tZWpTPypUrx2hUJe2nrHDo43Y+eb0+0WG1ZE46BrOOpgPuRKA0f3UR81cXJwUQoVCIl159lbdCMgfzJuAfztCZpDCF4U7ywj3kRnopi/dRFO2jKNROsacKjXz87mj7nDO4t/QuaszFzG+uZJUc4kvXXDPmfoqG43z4TCVNB1Uga6TkCFnB+14zgSRsMXAAAQAASURBVF1dKDEZ4+QUXJdNJC7A8/fvIuiNMvOsfJZeMeqMRyIRdu3axa69+2iRwG80ERM16GQJfTyGIR5DH4+hlSUCeiNdzjRqMgvosznRKHHOHNjLwkAtaUqQFo2TXdbJ7LVPJS5q0cgyOYO9FPV3k+UbICUcIDczk9zcXHJzc8nPz0/SAvm09TT5aKsaIOCJoNGLaperk3QCVRSFXbt28Y9PdrGldDq99hRQFEpDbSwf3MPZgUpmew7jCI0DXBjskF4OJheEfdC5HyT1HvjEOYevl38fj2Dj3KO7uX7JAhYvXpz0uztea1BF1hkF67zvNTO0qU3VavrmXDR2vcoAerQCFEj/+izWvVBLV72XSYuyWPHlscxcn8+H1+tFlmWMRiMpKSnjOlf9/f2sf/ddNvd5qCgsT8xv1ngAR9xPXNAQFXVERD0h0YAyHBA64+pc4Yj7scf9aJDpNKRTbSlGErRkeftZWneQS+fO4swzzzzu/CrFZOorejmyuT0h4A9q6WXB1BTcrUO0HlWB8amn53LG1aMd0mRZZsuWLby4/xB7C8ppc2Wo3uBwwJob6SUjOkBefJDC+CC5cQ/F/iYKPdVolLGlUgB1tgncV3wbW13zKOtp45z2Wm688gry88eW2dbt7WHjs1XEYzKuLDOr75iJI92EHJUIVvQQd4fQF9oxTU9DkRVe/00F3Y0+cic6WXPX7MTcEI/H2b17N1t27KRBo8drshLWqU62KMtoFBnNMFAK0Gd10JieS8BgQlBkFngPc41nG1lxH+1aJ1vME9mYspAhrRWNLJM/0E1ZTzuFg70UZWcxYcIESkpKyM3NPSFztavew+HNHbRXDxAaimEwa8me4GTS4iyKZ6Qdt3yttraWv67fwLbsYhrSc1EEAVfMywLvYRYHalgcrGWipwpT1Dv2w4IIKSXqY38DKGppbbV1AneUf48aUzHLqyu4NDedNWvWJN1XvS0+3nr0AJFgnIxCGxfeOQvRG8H9xEGUmIx5XiauS8qINHvp+8thECDj67P58K1Gmg72kVvuYs1ds5KSf5Ik0dnZidvtJhwOYzAYMJvN2O12HA4HZrMZURSRJIm6ujo+2Pgx2wUDBwrK8JhtaJQ4WZF+LFIIv8aMR2cjqDn1kiVLOMi8lhpOl0NcdeWVJ5z7RnSdmg720XSoTwXlPmUGi5YVN0xJ6gopyzJbt27l+QNH2JtfRodL9X9zwz0s8B5iUaiRmaEmCvwtpAQ7T2m/Ixojv8u/lsfyryFtyMv5NRXcdNmllJYmg+y9LT7WP36IgDeKNcXAmm/OxplpTmgNAwh6ESUqgwjpt86kzR1mw1+OIGoErvzBgiQZinA4zJEjR6irq6O/v59IJJIoOXY6ndjtdsxmM7FYjM7OTva1d7Evr5TazAJkUSQn3MuUQANGOUKvPoUmUy5uXUoyWBkJY4hH0coSOimOIRbDGgmR7e2n1NfPWcuWsmTJklNmhZ+qeb1eXnjtNdbJeg7nlRLSGzFLQVb2f8KF3n0s8VTgCnaP/2FHvuqHm1ww2AwdFYAKaD2edyUPFd1ElqefNc1Hue2G65PK5vs7VLAuNBQjNc/KmrtmIfYG1QY5gOvKciyz1XtmRDpDNGsxfXU6LzywB1lSuPDOmeOWKUaj0URZuNlsPu456+7u5vW33uZjRcvewkkEDeoYMklhHPGhxDolIyIio1UkMqIDZEb6yYz2kxn3kiMPEUVDlT6Tza55dBkycAV8nFmznwsnl3Huuece9/f72v3seqsxkQgUNQJTluYw6+wCHOkmBrsDbHjqKP3tfiwOPZd+e25SI4e6ujqeX/cun6RkU5uZT0g/ClCIioQrNoQr7sUZG8IV81IU7uKcwFHmDu7HMg7Q2mgt5aeFX+X91CVk+gY4s2Y/axcvYNmyZeMyFhsPuPnob5VEwxIWp4FVt00fl80di0q8+vA++tv9ZE9wsObu0WR5LBZj8+bNvFtxgLrUbHrtKfiMZqJaHaKioJXiaGUJBYGYVovPaEEWRXRyjDMH93BN38fMC9Rijg3Rb0xjo20Wf8s4l2prKbp4nMndzczoaOT0KZM444wzkkqxx7OWo/1sfLYqAQaZbKp/M5L4s6UaOffmaWMqi4LBIC+++hpvh2X2F0xMXIu06AATgm1kR3opjfdTHu2hPNhMnq8B83hr1TFWZy3lzrJvc8A2iXnN1ayOD3HdtdeO8cP7O/2sf/wQvr4wZrueC++cRVqeVa0Ge7kGjmGdOS+ZgGVBFuseP0TL4X7SC2ys/e7cxPWQZZmqqir27dtHY1s7Po0WWRDQSRKmaASDTovFYsFsNuMPBGiOyVRmF1GTVUBMqyM/3MV87xEyJR+DookacxGHrROJi2r8ZBlOFjmDfuzhANZwCGskiDUSJt3lZPr06SxcuPC4iQlFUQh6o0SCcbR6EYvTcEpVbQMDAzz3wgu8Z0nlSE4JMa0OW9zP8oHdXOLdzULPAVKCXckfuuYlmHjuSb/7/wX7jwHqRqyysnJcUe6LLrrof/unWbhwIfPnz+exxx4D1Js+Pz+fb3zjG3zve9876eclScLlcvHYY49x/fXXn9Jv/jcDdbx9FSscj43+c80fYeY18OkAbagHtv4adv8FUKixlHDD1J/TK6ZySfVevn3V5Umi0QFvhDd+ux9PTxBrioFLvjUH4Wgf3nebQYCUq8oxTUml94mDxDoDmOdlUiWIHPiglZQcC1f+YH4ioIhGo+zdu5d9Ryup8/oJazRoZBm7FKPQZiE9LY20tDRSUlKQZZnWtjbebelgT+4EOlzpOGJD3NbxMl/q30iav+1zn7caeznfK76dHc5ZlPa2c0FvM1+98opxAeIR62sf4pPXGhKaY4Kglh0FvdHEQnXG1ROZdsYoKNna2spD6z/gg4JJDJkspEUHubBvMyuDVUwKNOIMuTFGPGPAuCRLnwTZMyEWhObtEFJ/v8VSwK0Tv89++xTKetpY3dfKjZdfNm42TJEV9r7bzO63mwDIKXNy7s3TksrcRvSnRFFgzd2zE50h4/E4L731Nn8NyFTlFCGJGgRFJj/cjSvuwyRF0CgSAooa0CoSdsnPSv8RzurfgfN4jivQbcnnJwU38lb6chRBpNjdyfz2es4pK2bx4sUn1Hjqa/fz8XNVSWWVoIqpnnFNOUXTkz/b39/Pb197k9ezShmwOpgUaOQrPes517uXTF/T8c8/qE524WmQN08NYqMBaNgIB1+AeIiYqONnxV/jqdy1FPT3sLa3mZuvuQqXK5llpcgKu95qZN97qvj2hHkZrLh+sqohEZdRJBnRoC7SG5+romp7F85MM1f+YH6itKCtrY0/vfMu25yZNKTnJjHjTmRp0QFu6F7HTT3vjBtMBA1O3ss4k3+6zmCXY0bCWRBlCVfQT0rAR0rAR6ZvgMUpds5ZsYK8vC+uSRSNRnn9nXf4my/GgYIy0mKDfLnrHa7r+5AMf2vym0WtmngoWAR589Vx4SpKCuII+2D3k7D1NxAL4tPZuXHy/exwzGR5zX7uXjCLefPmJd4+Hlg3bWkOvX88QKwrgDbNhH1lIb6PWon3BDFNT8MzOZX3njyCVidy7c8WJ9jCsViMvXv3smX/Aeqi0jCQo2CIx7CFg+QbdGS6nKSkpCCKIt1uN5t9YQ7kT6DHkUpZoJlbOl7lIs9OHKHecc+XJOoRkBHl8YGuoN7B85nn8kje1QxoHSxsquRyq461l1wyJsP8aett8XF4cwd1u3uSOnALosD81UXMW1WUCEJisRjPvPIaz4oWGjLysMSDXNC3mS95tjF98BDGqO94P6OaPRcKFkPuXNDqofMAHH0Doup4/nv2Rfyk9A50kTiravZx2+rzxmUs9Lb4WP/EYQKeCEarjlW3Th+3ScaedU3sfrsJvVHDlT9akNCX6e/v58nX3+J9k4v6jNxx2b/jWVGonevcH3K1+wNS/O1j/i+JOnakLeLZtBV8kLKEsMaAKMuk+z1kegfI8vWTHxpiam4OCxYsoLS09IQlaYqsnJS1JMsyH2/ezGP17ewunoJWiHNpz4d8rW8DEwcPIyqfYkCLOsiYrI6jkS1zKuiHg5uwDw48D5sfgtAgUdHAt8vu5sWs85nbXM0taRYuuuCCZFZ92xBvPXqAsH8UVKDFR/8/qkABbZoJyRdBicpY5mfhn5LKW48eQBAFrvzhfFJzVAZtLBZjx44dvLf/II0Gixp0CgIaWS2ds4cDWCIh7PEYTouFblmh1p7GkdwS/EYzU/113NP2PCsGd2GIJQNmMa2JgMGFz5BCWGvCIEUwxkPo5Ah6KYwgy7jN2Xxkm8Hf0ldSZykiZ9DNec1HufHC1adcceLpDdJ8qI++dr8K8BfaKF+YlSTCHo/H+eebb/FUTEddZj72+BBf6lrHDf0bKfTWjP/FJheklavAT3q5+jx9IiBA+x51/mvbBUCFfRo3Tf4JHsHOquq9fOuiVUmVE6Cylt76/QG8vSGMVh0XfkPVc/Vv7cD3QQtKTEYwaHBdVoa2zMXzP91FwBNh3qoiFl6kfpeiKOzbt49/7djNEUc63Y5U/HojcY0WnRRPJJBGmIwCyrC+UQqiInF+3za+2/kiEz1Hxxxu0OCk1VbKIXMxuw2FVFtKqDcX4NVa1cTFMWaMRpjZXscFQpRrrrzylBisp2K9vb384rW3ea+gHJ/JyhzfUb7Z9Rpnubehk0aF9hF1kDU9eUyll4+OqREbaISPfg5HXwNgt2MGN03+KfGYlqtajnDX9dclxSgDnQHeeGQ/IV80Ma6i2zoZ2tQGGoGUq8rRF9jpHS79d6wqZlvVII373RRMTeXCb8xMfNdI2e7eqhqaorHhBJ2ETYqRZzaSlZpKWloaLpeLWCxGfWMj6z1B9hVOwmu2MsVfzz2dL3HG4D6s4fEZ9CczBYENGcv5cdHNtBqzmdVWx+WEufryy06oW9zV4GXXW41JZcxGiy7RTd1k07Hm7tmJeQRg+46dPFxZz77CScRFDdP8dawd2MYZgWoK/I2YwwOIygkaKOqtULgEnIXg61R9v7jK2N6Yupi7yr5Nv9bJwqZKrnQauWTNmnHZt56eIOufOMRgdxCNVmT5l8opP6ZbtqIofPRsFTU7uzHZdFxx34KEbzE0NMRjL7/KW9YMmtJzRj5AasyLWQ6hGd5/hdG5uDjUwUWeXazp/RBLxHPcw6tIncdDOVexxTUPAYXS3g5mt9ezND+HhQsXUlhYeNy1KeSPsmddM1XbO4lH1fVFqxeZenou81cVJZX+A7jdbn7/yuu8kj+JQYudWb4qvuzewHkDJ44VEHXq2pQzW92ypkM8AnXvw56nIeJFEjT8uvAGHim4joKBXi7vbeKWL107JtYP+qK89fsD9LerzaRW3zGT7FIHMXeQwK5ulIiEaVY6xlJnogmLqBW44r7R9am/v59/vPk2HwiGJBbwsWaIRTHEY2ilOEGDkbDOgKDILB/YzV3dr7Ggb9eYw4zorFSkzedt6xw+ds6hyZSb7N8OmzM4RHFfJ/P6O7ninLOZPn368c/dZ7DW1lb+8OY7rCuayqDFxhmDe7mj522W9O1IJiwIGvU6FC6G/EVQdJq6Lv0X2H8MUNfU1MTFF1/M4cOHE7pSQGIw/m93fY1Go5jNZl555RUuvvjixOs33HADHo+HN99886TfMTQ0REZGBi+//DIXXHDBKf3ufzNQt2RTBJM4BF/9EPLHp5EnWcsn8PKXwd+DT2fn2qkPcNBczqUNB/nxlWuTauOPBetsKUbWfGsW0qZ2gntVhotg0KBEJESzFuuXp/H8r/YhxWRW3zEjAZg0NTXxqw83sys1hy5HWlKpEKA6CqEgtnAAaySMJIr02F14zTZscT9fa3+FOzpfwRRLBmYQdWr2f7j8FUEAjQ5MKerEYR5+NLnURbb+Q4irjtVz2Rfx49I7EOMK5zQc5u6zzxg3GDzWWo/2s++9loRQLKjOwRnXlFM6exToa25p4fate6nILaUs0MwPW//GOe4tx3cI9FYwOtX9zJ4JRUuh5AywH1MeE4/CgX/Axw9CoBdZEPl9/rX8pvAGtHGJsxqO8K0zFjN16tRxf6LpoJsPnqkkFpawOPQsXFNCVomDqu1dY1hFoM4Dv37ldZ6yZeM3mji/bxu39L/P3P596OLBcX9jjOnMUHoWlK9SnZ2AG6rXQcXfR0FH5yS+n3cjG1MWgiCQN9DL1M4mVqY7OGPp0uMCQoqi0Fnnob1mkHhUJj3fSsms9DF6GW63m2+t+5CN+RPJifbyUMMfWNH3KR1OgwNcBSooZ88FR676PHfuWDBoxLwdsP5eqFkPwIbUpXx90vchJrCm8TDfuvQicnJyxnys6pMuNv2zGllSyCy2s+q2GUmgafPhPrXkVYBL7plDzjDwUFVbyz07D7I/T2VFzPDXsnSokimSG6MiEVPAJxjwCAY8gh6/aMBJnLOHDjK3Z/soi8mUAhPPU8eGp1WdC4KjDndY72BnxhI+Nk9mt6WMGktxEgvFFgowr7WWr04s5KwTsLVOZv39/fzurXW8ml6E12zhlvZXuK/5afTycPmYqFMdgKKlKqiTMwf0pygw398Ar34VOvcjCRrum3Anz+ZczOKGI/xi8eykMfJpsO6MqycyaWoq7qcOI3mOKWWz6Um7dQYv/m4/vr4w81cXseBCNVDt6enhV+ve52NnFp3OtDFO24iZomGsYdXJ95itxLQ6csK9fL/5adb2vp8Mpog6UOQEq2mMGR3qfGEYLo8baIaImnn26+x8t/QbvJpxDrkeN5f1tXLr5WvHgMfjWcgfpWZnN57eEBaHnrJ5mUm6QLFYjIdffYOnnfmgVbi97UVu73wF87Fzs8YAznywZoI1A6xZ6qMjHwoWqo+fPkfBAdj0oAo0AE2WQr48+X7qjQUsqz/EdxbMZM6cOWP2N+CJsO7xQ7hbhxC1AmddNzmJ1dxZ5+GN3+1HkZUkxnNXVxf3vLeJzfkTkUSReb6jrPJVMCfahl0KIioKAZ0Nv85GUGMkImixRgaZ6q0k21M7ugN6G0xZo4Je3nZo+Aj6Rv8f0VnYkH4Gz6WtYIdjVgIEB3AE/UzqbuF8PVx14eoTsolPZOFwmCffeoe/6p10O9I4v28Lv61/BFfkGA2p9ElqsiFnjupkZ04F7SlIUgT64I3b1KAIeDL3Mn5aejvF7i6+a9dw4XnnJQVy/Z1+3nzkACFflJQcC2vumg0tPgZfrkWJqveyocSB6/opvPKrffR3BJixPI9lV6p6qP39/fzP2++ywZlNj+OzdeOd5G/gvra/s7J30+iLog4MVoj44QTs6PFMFkRezjqPHxffTlAwsrThMLdPncjSpad9Ya0vSZL47atv8KQ1i7hew+1t/+LOjhcxDIMACOLwtZoFmdNGQTnLSc6JosDhl2HdvRDx4tE5uGHKz9lrn8bZdQf4ycrlY8C6oC/KO48dxN06hM6g4fxbp5M/OQU5HCfeF0KbbkI0aNnxej0VG1qxpxm5+scL0eo1SJLE02+9w18kA22p6tjSynGyon3o5RhBjZE+nSvpvgcwS0HW9nzI3V2vkONvGT5mjTqO9FYY6gJvmzoHjneYgkhMbydkcODVOdhkncZf086m2lpKit/LRV313HPJRWNK5z+rdXR08M0Pt7E9fyLlwSb+p+ExFg7uG31DSglMvhCKz1DXqVNdowCq3oY3boeIj05jJldM/xXdYjrXddTwnWuvSmrwNNAV4I3fHQPWfXMWwbcaCB1OBsu0mWa4oJRXf1OBIMCVP1qQABgOHDrEr3cf5GB6Hm77+GuBORLCFg5ijYSQRA3d9hTCegMFoU5+3PJXLuj5IPkDohbGSxyZXGDLBlsWmNNUf0OKQvdhFVBGZX7+rOhm/pp7Ka7AEJd01XPXKVyzjppB9r3XTHuNB2VYj6tweipnXF2eVM73wc5dfLfLR6cjjZX9n/DjtmeZ4DsOAD6ynppcYMlQ46iiZaoPeKxGccgD2x+FHX8EKcKQzsHdZd/infQzyfb0ccVAG7etvWTcuTwaivPBM5UJZuC003NZcGExOoOG7a/Uc2RLB4IAF901O9E8wuv1cu9r7/BufjkaQeLSng/5smcLkzxHMUSHxvzGuGbNgmmXQtlKsKRBfz0cfV29/4bHV6NjEg/mXsW6tNORBQ2ZvgHKu1pYTJRl8+Yyc+bM45ZcxqMS/Z0BVTIkzzJuQ52uri7uf+td1pdMJz/axS8an2B5/yfHvENQfW1H3qgPnj5JnffSJx1/rQoOwPpvw5FXAHg/9TRun/QDxKjCZW1V3HP5pWOY0JFgjHV/PERXgxetTmTlTVPHdEr19YV44Re7iYWlJF3e1tZWvrNxO9tzJxDT6nDGfEz111MYc6NHZkAw0qVPo1efwpDWQljUkxNxc9bgPm7pfYc8X8Pw4YrqveXIh9AgdB1MxEQj5jdl0G0rotmUS4M+k0ptGo2GLOrNBQzqHGgkiTmttdyc5WD1CRipp2IHDh7k53uPsLNoEvN8R/hF4+NMH6oefUNqGZSfD6XLIW+Buqb+F9p/DFB34YUXotFoeOqppyguLmb37t309/dzzz338Otf/5ply5b9b/00oGpx5Obm8sknnySVIn3nO99h8+bN7No1Fmn+tN1+++1s2LCBo0ePHrdLSiQSIRIZDbR8Ph/5+fn/PUDdC2cTzFDZQKdtCvFP+XT+lXIb3z1vEoWpZgxaEb1WxKTTYNJr0GvEZOfS1wUvXQfte4iIBm6a/BM2uhZxSWslD11xCVbr6EAMeCK8/lu1DNaWauTiu2ej7OlmaEu7WhJq0ZF63WR2bO/i6NZOVbvk3jkIgsCOI0e5q7qNltQstHKcub6jTIu0k62ECAo6ajUu6k15NBtzCWtGJ+PUqIevdL3JbZ2vYB5haGRMgdPvVZ0iU8pYxuDJLNAPH/8C9j4DKDRYi7lx0k+ptRQxtaORb+e6OOf000864fn6QvR3BtAbNGSW2JMWpo6eHq7ZvJeG1Ey+1fIsd7X9YzQAz50LZeeqgZI9ByzpqmMwjjC0LCtE4jJxWcZq0I5eu9AgrP8OHH4JgBrbRG4pv48aSzFlPW3ck2bmorOWjwugDHYHWP/E4YQY7LE2b1URCy4sToD3D73zHo8b05gUauKRul8zdegYB0drVJ0vnVF11ASNuvCIohqk586FkjOh5AziooGYpGDUHXP/Rfyw8wn45PcQUa9tq3MSv8y+knfST0cStFjCQSZ3t3CeHq45/9zPJKw6Yr19fVz/0Q4OZORzddc6Hmp4FIMUUfd10mqYfjkULFGdl88TeCkK7H0a3rsPpAgt5nyun/Jz6k0FnNl4lPuXLxlXpLejZpB3/3yYSDCOLdXI6ttnkJprxd06xBu/2080FE8KXqubmrmuopYOVypXdb/Ld9ufJzPY8dn2NW8+zL8JplysXrcRk+LQvBWOvKqCjsFkgWgFAa+tgEb7BNabJvNC+tn06V1kevu5OTrIzWsuPClbK/mUKew5fJj7D9dTkV1Mcaidx2oeYo5vmB2cOw8Wfk11Cgw2FEVBkhUkRUGWQRr+W5YV4rKCgoJZr8Ws0ySLfsfC8NY3EuPk9/nX8kDxzczsaOSxxTMpO+a6KIrCJ681cGAErLumnMmz0/F90EKkyYs23YxzVTGHKnrZ8VoDZoeeL/1sMTqDhub2Dm7eupfDWYUYpQiLvQdYHqqjQPIiCxr6NGbqBAdtuhR69Gl0G1Lp1zkpDbZxXe/7XNf5Orrhcl3KV8P8r0D+QjAMCxbLEsRCagY5HgIE9X79tOMqxdVs/8afQ7eqbbg+7QzumXgPAcHM8tYa7ls6/6TJiJNdu5+9uZ6/WDOZN3SUx2ofIi80XI6XUgozr1KDgcypycHN8GfjskJcUojLsnoNFbAZteiOLeNs+FgFhoa6CGtMfHPid3gz4yzKu1v4YY6Ls08fW14Ui0h8+Exlknj1jOV5DHYH+fgf1URDccrmZ7LyqypAOzA4yNUbtnIwI5/VfVu4v+Vp8gItp34iBI3qsM68GqX8fNCZk/ept0oFSw69DN5RZqikMdDmmsQ+aznrzdPZ6pqNT2vDGIuwrK2W+5efNgZEOZm1trXxw8072ZhVjFUO8lD9o1zc+6H6T0c+LLgFpl6iAqeo60pMlolJCrG4jDzsao44nKIgjL0msgxbfgWbHgDg3bRl3D7ph7iGhvipTeTCFWeN6bb3xu/2E/RGcWWZWXP3bEw6kXDdIKJJh2GCylbY9M8aDGYtX/r5YowWHb1uNzd9uJ3dWUVY4kFW923hgnA1RZEeDFKYgM5Gj85Jky6NOk0KLbo0fForE8LtXD24nYU9W0YuEExbC4tvh+zZ6rqkKBD1q8BjoE9NTkQDoDOpCSWdWZ0XFQX66tT5sPZdANzGDG6d+H22u+ZQ7O7kFk2Yay+8YFzmzKmYoig8sv59fmNIZXqgjr9U3U9eeLicKGOKes0mX3RyUO5ENtCkJmO7DhATddw58bu8nnkOi1qq+e3pC8bcZ9FQnPV/Oqx2xNYInH3jFMrmjTL0e5p9vPbwPmRZYdXtMyiekYYsyzz41nr+bMlEI0h8qesdvjy4mWJPFeIxoKiCQNToImhMIaB3oov5SfM2jLI0jE5YcDMs+BpYjwmYYyFw10Bvpbr1VKpja+j4JcDrMlbw3dJv0K9zML+jkQfmT2PapEmf6xTWt7Rw064jVKflcFfrc3y75Vk14SVqYcZVMP+rKNmzkBESc9rIFpcVZEVBK4poBAGNRkAjCOi1Ippj16m+enj+ChhowKNzcPW0h6gylnKzu5HvXHlZEjgyBqy7cxaR7R1qmbKkoMu2kHrdFN55toqOmkEmLc5ixQ2qNMPr2z7hx/0R3HYX1niAeb6jzI204SSGX9DToHHSpM+gzZiNW+9KsBVLgm3c2fEyl3etG032TVsL874CWTNG1ykppoI+gqhuJ2L79xyFd7+r+h3AJ6553F7+PXp1qSxsr+Onc6Yw8xRYQpFQnKH+MBaHfoye4M7aem6s7UKnjfJI7cOcNbBT/YfGAOXnQclyyJ6hgkLmtDH7K8sKUUkmKsnEJQWzXoPxWACqtwpeuyWx1r6cdR7fL72TCHrObK/j58uXUFRUNGafFVlh9ztN7F3frL4gqKW8I2L/Z15bntB0C4VC3PTmBj7KLOJC98c80PgE6eFPSYBoTer9OPoL6hxmzVCB42lroXQ5cUVAUhQM2mOOwdMKOx6HimfVqh2gx1rAr3Ku5OXMc4iIBrRSnOK+LuYN9XPr6Ys/l//Q2trK3R/vYHteGV/uepP7G5/AIEfUdXTaWphxpVopcQz4M+L3xYe3Y8eWQSdiOzYmAtj/T3jnbpAiNJkLuG7qL2g25HJuSxUPXDBWey8Wldjw5BFajvQjCHDa5WXMWJ6HIAjEYxJv/HY/PU0+skrUWFYUBTp7erh6815q0nJY5tnH9zpeYPbAvrFs9ROZ3gZzroeFt6jA5IjJEnQdgPqPoHEztO9OyFR92hRBZH/aAn6RcxWfOGeTNuThS74uvn7xhUlx+6mYLMu8vHETD/vi9DhS+H7TX7ij/YXRfZ19Lcz9MmRMTvhwMWnYf5BkYpJMikWffF/9P2z/MUBdWloaGzduZMaMGTgcDnbv3k15eTkbN27knnvuYf/+/f9bPw18caDuoYce4uGHH2bTpk3MmDHjuO/76U9/yv333z/m9f8WoO6Tfy0nlKkGAUs3BSmP/gU4PtigEVUHPMtuJNNuJMdpZEqalgvrfoiz7SMkQcPdE7/DKxkrubKrnocuX5MUgPsHI7zx2wq87hD2NKOqWacTiQ+E0WVbGOgN8fIDe5BlRWUClTk50NDINVXtxA0CX2/9Fzd3vzWWFXeMhUzpeM0Z6OMhXN6mRFloj6GQv+uvZp20gGBMdYBGRsjIQBnp3Kk+H/1OnUbEoBUx6TXkOk3kp5g4S1/J6Yd/gDbkJqox8oOSO3gu+0KskRCrBjr4wdmnn1RUddz9D4VY8+4WWq0mnj18HwuHVB2RQ5Yl/NNyHUfi+Uiyuu8KaqAqH7MQxSSZSFwmHJOIHFN+ptMIpFoMZNgNFKVaKE6zcFp0O3MP348mPEhc1POLoq/y57wrMMaiXOHr5qcXnJuUkR2xWFTi8Mdqq/WhgTAp2RbmnFeYxAh8adsO7glpuaL3PR6sfxS9EiMimtnmuoRPTGfQqS9C1OjQaoSE0ykPB95D4RhufwT3UITBYIzo8HFoRAG7UUuWw0Su00Sey0SpJczSnn9Q2PgvxGEmgceSzVNZa3g6cxWDOgeCIjO1u5WfTipk6ZzZp3wtutx9XLl1H3XOdL7f+BfubH8egBrTLH5v+BpVUg6hqJQADEC9LvLwfSTLw/fTsa8N33cj91Key0RBipnTTG2cVnEXOn8nYY2JOyd+h7cyzmJSdwsPlRewaJz99vQEeeexg3jdIQRRIC3PSn+HH1lS1GYed89GoxVxD3q4cPNewkaFJyp/zmLfQQCiGjNt9jkMmgpRtEY0yOiVCDo5jF6OoJXDxCSZFl0p23WL2BfOocsTxu2PoBEFTDoNTrOOFIueVItefTRrmRKvosy3i/RANXZPFbpPCcxLoo6nc9byq8LriGDggt5mHlh9zimxgdq7u3l4227WW9IIGIx8teM1ftT0JAY5Qlg084ztFl6MnUEgNjoGovFTc4IEASx6LSkWPblOE7kuE4UuExf4/kXxod8C8I+s1Xxn4j1MdHfx7JKZFB6jfaYoCp+8Ws+B4W6IZ1xTzrTTR/VP/YNhnr9/F7GwxIobJjNpcTbuQQ8XbdpDu93J11uf5+udr2KJnVhPZTxrssziScMNbA0VEYnLyLIyjBsLCAKIAgjDzwVU9rv6uoAoqML1NqOObLuRQqeOS4IvU17zOIIcp9+Qxu0Tv8fmlPnkDvZyvTbGTSvO/FxlYU9u3s79MSPXdr/Ng/WPokHGo03nOfvNvCstICQJRONyIsEQH3bmRua345nNqCXdaqAg1UxRqoVyW5jVtT/C3qUyX/+Su5b7S27HHgxwjybMjeedMyYRocgKO99sSHR3O9ayJzi48M5Z6PQaotEoV779IYfsTn5d8ysu6dsIQFQ0U+9cQrtpElG9E41GxKIEsEg+dHIEpChB0UqTkMdWaTr1fh39/igDwSgCDI8nPWnW4bFkNZBq0TI1Xs20/g3kd7+P7lN6R7Ko5cOM5fwy71pqLMWU9HXyQFEGZ86fN+YYPm2SJPHclu086onS5UzjnL7tPFr3a1KiA8iIvG29nCfFK3CHIBKXE051TDo119Ks12A36shyGClMNVOQYmaFtI2Ze7+HIEXZb5vMl6Y9BFGBX9gELjnz9KTPe3qCvPnIfvyDEZyZZtbcNQurS00Q+AfD/Otnu4mG4iy9vIyZK/IJhcNcsu5jjjrT+Frbi9zb9k+M0ikyt4dNQeCI4wye1l7JLn8mMUlGVtS1RyeqYIlWFNGK6rql06igiSiQFPSNrFOLdHWcW3s/xiG1E+6f8q7kweKvoonLnOlu4zsLZjJ54vid0U9kf92ynZ9E9FzWu4GH63+HTokzqM3g77abeCu2AH9UGh1HI9crMfbVuYDE89HXBAFSrQbyXCbyXGYmuAQubf45rpb3APifoq/wu4LrmdTbzp8XTKX8U2CdFJP58G+V1O/rBQFmrchn3qoi/J4I7/zhIP7BCKVzMjjvFrVJzeMfb+UXspkVAzv5bd1vSY+OsrskUYcsGtFIweNWEnhM+WxzXcKbwlnUewV6fWF0w8lls16DxaDFoteqjwb1b6NWg0mMYSeAVR7CqgzhjPYyof8jcrtUgNqnd3Fn2T28l7aMVL+Xe6wCN5x+2mdinOyrqeXmqjYGrRYerXqQi/o3AbDfchqPar9KfdSFPxLHH44TP8Hc9mkTh69RmtVAus1AUaqZ6a4Yqw9/E7P7ICGNkeun/pLd1hnc4evk3ksvSprrji2DTTSY0ArIwTgal4HmQ32sf+Iwolbg2vsXYU81sa7iAF93h7EpAe5rfoq17o3JJbufMkljYMiShS4exhIcBYZqrQt4QnsdeyJ5ibElDq9DI+uSKKr3oiig+rfDPpMkK2hEgVSrnnSrgQnpZlZF3mV65a8Q42H8Ojt3ld3DO+lnkuEb4AbJz63nrvhc61Rjr5sL9tZQEGvjH4e/R1rcQ1zQ8759LS/qL8EdNxOOq2NsJHEUkxTikkxMVh/Hu6RGnUia1UC+y0xhqplCp47zB56lsPLPCIpMtymHm8vvY49jOgUDPdyf6+K8hfPHZd+2VQ6w440G3K1qPGRLMbLsyrIEs0tRFG5/633etqbyQN0jXN/9NgBeXQZbnWs4Yl5It6EQSdAdMweo1wLAE4rR4wvTOxTBGxr1ww1aEadZR/awH57rMlFsCrHQ/QqFDf9EM1wmG9bbWZd1Dn9KO4/DNnWOyx3s5ZtWDdeuOPOUx1JlfQO3VlTT4XLxh6pfsmpgm/q6aS6PGG6hNpZJOCYTiUtJibyTrVMj8USmXV2fClMtLDQ0c0bF3WgDXQS0Fm6a/BM+TlnI7K5mnlg2l6JPad3Kkszmf9UmGlPlTXJROieD2t3ddNV7MZi1XPGD+dhTTYTCYVav30ybzcJvqn+VmA8AvKY8/KZcEHXopQDmSB+GSB9aSY1pYhoTvZZJ7Lcs5W3NCuq8Al0edfwZdCIWvRabcWTTYTNqSdHHKZGayZE6SIt1Yo90Ywt3YQl2YDomSb8+fTnfKvsWQxoLZ3Q28PBZp5F3Crr9iqLQ2NrKg7sO8L4rh/T4AH+uvJ95Q6r8wGbrKv6kuYa2qAVfKEY4poLW49lrX1vEnOIvkFT6D7L/GKDO5XJRUVFBcXExpaWlPPXUUyxfvpyGhgamT59OMPjZnKPPal+k9PXXv/41v/jFL/jwww+TtIbGs/92Rt1bL67ho/QyzuQjVm/qZGL0r0n/N8SjSKI4puTg06Ylzq8NT3OxsBmAe8vu4fmsC7h2oJUHL7kgqSuqfzDM679Vu8Ha04ysuWs29jQTsajE67+uwN06RMmsdM6/dTpDgQCnf7SbzP5Wnmr9OXmKGvD3KXYOy8UMYsNIlByhjxKhG7sw9r47IJfw1/gq3pEXIfP5SuyOZ2l4+b3hCZYIakZsu30ud07+Lh3GTHK8/dxq13LjsiWn1PUS1InvK+98xP5IjBcrv0253IZPMfP92E2skxed/As+h6Xj4bfGp1hGBQB7bTO5bcr3aTNmM3WwhycWzWBiTvZJviXZqlvbuOhAMzc0vsIPPH8D4H1pLt+P3UQ/JxaY/bzmZIgbte/zZd37OBTVcYmJBt5PXcFvci6h0jkRcyTENwhy5zkndxJa3H1cvuMwblnH7yt/yYVRlWL/aPxSfhdfy4kA7c9rKfh4wvhHFqKCs09kX84vym7F6ffzM5eOtctOG/OZsD/Gh3+rpOXIKIutaHoqZ39F7WKpKAqXvf0hPUM+Xqj/DnlKH37FyO/ia/mndDZhvlg35VOxVLyUi23M0rZygWYnU5R6ALr0mdw8+UfsdU6nvL+LP8wuZ0bp+Gyg+vYOfldxhA06G369ifLeOn7T9FvmRasA2CpN47uxW+jk+LqEX8Su0nzMA7qnEZFZl7KM26f+iKLBAf51+lxyjtGmVJThbrDDYN3c8wqZf0Exsqzw9u8P0FXvJaPIzmXfmYuCwiVvfUhbOMpztT9gqtwMQKeSwg55Cp1KGiIyDgKkC14yhUEyhEHS8aITJIKKgR3yFJ6TzmaTPIt/9z05TWjkj8YnKFRUp+7pzEv4edlthDUGyvo6uTnDzlWLF5wyK2j9kSpubfdxZ9XfuNergt6vS6fxo9iN+PkM5V6naCIy39G/zK2i6g/ss07jK9PuZ0Dj4NpALz9fvXLcubmz3sPe9c101XvQGbVMXpzF/NXFiZL4Bzds5NkA/Ovod5gt1RFXRB6XLuLJ+AX/K8cxYgIyRUIPM4QG5oh1nK49SjFqgBAXNDyRdQW/nnAjuqjE14Ug3zhn+XHnucrWNr637yh7HJmkDvXxi5o/cHFQXb/r5Rzujd3KAWUsk/ffYfOFap42/ha74qfZkMsVM3/DgODgIbvIZaclr3Ned4g3fleBfyCCyabjtLUTcGZa+PgfVfR3BMgosrP223MQNSJ3vPMhH4fhmeofsTBeCUCDnM378jzq5VyCGHAIAdLwkiUMkCUMkC0MYCdINy52y5N4TVpGg3JqzcVO1cyE+bHuH1ylUQHdamMpt0z+IbX2EuyhAKcFB/na5BLmTyo/peD1lYqDfKsvwjU1b/BQ/x8BWC8t4LuxWxj6X7j/BGTu073IzRo10H8x/VzunfRt0od8PDWlkDkTk+8TRVbY9oraxX74CxLZUFeWmbXfmYvBrGNLbT1fqu/jjurn+K7vHwC0yek8Ja3iI3k27Uo6KmQjk8IQ6YKXFMGHCz8BjDQpWbQomfw7572pQjO/1f+JcqF1+FjP5/vldxIWjCwe6OAbEws5bcrkE3dN9Hr54679/FU24AgM8mzlD5guNRJVNPww/hVekpaf8v4IijxGR+94ZibMU8bfs4QDRAQ9X576c7Y75nJP3MOd552dBPYMdAZ443cVhIbUbrCrbpuBLcVIwBPh5Qf3EPBGmb2ygCWXTqCuu4dV++pZ0L6XJ7oewo7qZ7fK6RxRihlSzFiEMBnCIDlCP9n0oxFGw8+YomGbPI3H42vYo3w+ZuKJrETo5HHjE0xS1JLAV9JX8r2Jd+HXWijv7+LbhRmsmjv7lCU2vKEQ52zcTWF3Jc+2/QQzEarkfO6MfYM65Yvr6o5n84Rq/mD8E9lKLzIiv8+7hl8X34goyXwp6uH+c5cf954LeCPEoxL2VFOSDulfdlXwC3eYJw/9hHOju5EVgT9Ka3gsfjERPh+T92RmJsw12o3cpNtAljKaoG22lPFU2nk8V3AhkqLhUk8X/7P67HGJAMfa1soqbm/owRj08vfaHzFZaiGi6HgwfjXPSitR/s0xHahx3V+MjzKbamREflJ8G3/Jv5xc3wBPTS1kdtmn5jtF4cCHbex6szFJm1dn0HDB12eQU6aWIH9rw2Y+9IZ4tfoeyuR2YoqG56RzeEY6lzZlfFKHBgk9MUKojff+XVYg9PBVzXqu1W5Ei0SfLpXbyr/P1tT55Hnc/CTHyap5c8asR7Is09DWzjuNLWwe8HPI4iKoM3Be8yYebf81DsWPTzHz7dgtbJAXnNK+aKU4fzsvh6UrTkFy6/8B+48B6pYtW8Y999zDxRdfzDXXXMPg4CA//OEPefLJJ9m3bx9Hjhz53/rphC1cuJAFCxbwhz/8AVBvoIKCAr7+9a8ft5nEww8/zC9/+Us2bNjAokWfHfj4b9OoW/T+OzTr8piiHObnHz/JtbHv8fDWxynztGM8hjIbF0QiGj1hrZ4hnZl+k50+o4MecwoNzlxqU4vw6Ez8WPscX9Gqmdf7Um/jmcmX85Wgm59fsDJpkRwaCPPGbyvw9YXRGjRMWphFb4uP3pYhDBYtV/9oIRangZtf/QB3VTX/iP0CqxCmRc7gl/Fr2SrPRgtICAQZmUgUHAQoEHrJEAYJo6dWziOmWJg40EJpXzNF3m7Swh4MUizRge/TjRhGWsSr/1P9y7ioJSpqCeqM9JqcdFjTqXUVUJtaSFjU8BXNu3xb+xJGIUYAI380r+VPhVcSTLNTNtTPDyfmc+6Uk9O9f7F5B/+o8vJa57eZIrbSrbj4fvAODB1+CrxdOCJ+bNEQWkUCRZV9FVEQZWm4EYO66aUYeimOQYpikNSutkN6M4MGG26Tk05LGh3WdFoc2TQ4c4kJIldpPuZH2uewCBGCGPi57UaeLb0Eg1Hhx5k2bpw97ZTuqWA4zPI3t7Kyej0/V1Tg94n4Gjb2zSPf3YYz4scUjyAAkiAiiSKSoAEUxOFzb46FcUX8uMI+7NEg5ngYrSwR1Bnx6c24TU56TS56zS56zC66HJm0WzMICVoMRLlI8wk3aN5nmtic2K9t4gzuzf8mLfklnO/v4bFzz8R8HCehpsfN2m2VaFv6+avnl8wR64kqGn4RvZHONiclg21kB/qxxMIY4xH1GigKDHcNVrsHK8c8MuZ5UGtIHEO7NZ16Vz4NzjziosC92pe4TasGRTs007il9Ed4U13coQnznRWnj5tdHewOMNAZwJ5uIj3flnj98e17eWJPB+8Ofos8oY8GOZvvRb6B1hPHNjSIMRZGFkTiooaYqEUSRGRBRNJoiItarNEgrpCPtLCXtJCHtJCXlLAPRRAIa/T49Ga8BitevUV9NFjw6q14jVaGTA71b62JqDA6Ts8UD3K/9m8Uir3EFZFHzFfyaPF1aK0CF4sRbp0+ibLsTHyBIO/UNvJSew/7FSuyV6LY3cLtvle5XNiETpAIKAYeiF/Lbv8M5rYeosjXRWrYhzkWVseBHEcvxdEoEqKiICry8Db8fHisRzQ6QloDAa0Rj9FGr0m9t1ptmdSkFdFlSuFccTe/1z2GQYizTTedG2Y8QG48zKtnLiDd5Uyc809r1pnsegRUHSedUcMV35+PM9PMnzbv5Jl9LbzqvY88oY9+xcb9sevZIs9HO8LAFARiaIgJAhFFnUOFYfDOh4UUOUqht5PivhaKvZ1kBwbQy7HhUgp1JlOE0Rlt9G8h8SgJArIg4teb6DM6abNlUJtaSKM9B60Q4z7t81yvVXWFWsniQcd1vJVzFlKKkaLAADdn2Llu3qwTAnYH2zu5ZFcjN1S+zE+kvwHw+9hadvRMZYK7mYzgIK7wEAYpqnYfluNoZAmtonZL1SgS2uFHjSKjHZ7zBEXBrzPhM1joN9rptKTRaUmjzZZBVXoJPq2Jc8S9/Eb3BHYhhBsnt2Z/n+0lC1gS7OOZs5fisJw6uLGrvonrPqjlha77mCPWM6hYuTd6J/5BM6meHozxKFo5TlzUEhO1xEQNUY0OGQGdLKGT4zgjQ2QEB0kPeXBFhnBEAiiCQESjY0hnxmOw4jFY8Q4/egxWvBYXXosTj96CR9AjDTvtU4Umvql9jZUaVfOqXsjjG3n3sr9gBqcH+vj1aXMpSB8Fr7s9Xn6+6wDvhPTIfRGu7H6PH8SewyX4kRSBp6RVvBM8i9LWOkq8naSGvdijAQyS2gVaK0uJ49DKcbTD42nERub1gNaIX2diSG/GbXbSbU6lw5pGdUohLbYsSsRO/qZ7mHzRTbeQwlUlD9KcXsRDKTquWjA36Zz7+kOsf/wQ/R3JTR3MDj2X3jsXR7qJLdV13Pp+Da/03ccUsQWfYuL+2A1skRdglmIqA10QiAsicUEkJmiIIRJHIIqACOTG/eQPdlAw0EaBr4fsQL/aFV5Rx2Fc1KhrliAiixrigrp2SaKIfMycrCCox21y0mzPpia9mH6dlZXiHh7S/YUUwU9E0fKc5lweSbuagbR0sGspDHs4x2bgy9PKKckcvzHVusoabj/ax7VVr/GA/BQAz8TP5/2eBZT1NJIZHCAlPIQ1FkInx9FJcdVfGN4vhFHBeOVTr43MDYNGOz1mF93mFJrt2VSllTCot3CN5iN+pn0GrSCzQzuNG6f8HMWo5/GiNFZMGQvANB/uY8frDQx0qtetaHoqy6+bjNmuJxqLMe/FrVxT+xLfE/81fBzn8lx0DdZwCEM0hKgoREQtMY2OiEaHJGqIC+o6pVckXCEvqd5eMgMDZAXVLTXkRRLExHwe1hoIag2EjtmimpGxObwN/+2xOGmyZxMVBe7RvsTNmvWIgkKzkM3X0+9lX+5MsGhIDfnIkuI4RNCM6HIDfgWGFOjUmIgOCSxs2cefQ78iQ/DQr9j4YfhWlNYoRcPztD0awBwLY4pHVJ902H8Th+c8cfhKyQjIw3O0JIiEtAYGjTYGDTb6jXbabRnD16mYmEbkMd3vWanZRxQtN+f+kI2Fp/EDQ4xbz0hO9B0L1umNGopnpdNRO4h/IIIry8wV981HoxM56/kPmVS/jcfkR9EICgflEn4e+xLVyoTh/YMYItFh0ERLnCxhgFz6CaOjQcnBJAsUD7ZT3NdKibeTjNAgWjmOqCiJdUj+1LokC0JinRZQH+OiFo/BSr/RQbM9i3pXPvXOPARB5k7ta9yueRONoNAppPFL1w28XnguWLTM8Q9w/5zJzC04MdAWlyRWrd+Grq6GF70/wiqE2SJN5zHPleR3tpIV6McVGcIgxdBLMXWMydLw+qReN+3Ic2VkvoyjkWXCWgNDejMDRhtdllS6LGl0WNKoTy2k3ZyKjSA/1T3LWo1azntYLOUbed+mOr+cGYF+nl46h/y0U2Md7e/s4ZL3q3i88ZesEncTUXR8N3ob/b0OMge7cUT9ifWT4XE/MkeMnH9rLEhKeIiUsA/bsB8uoBDQmvDpzfSaVf+11+RS53h7Jp3mVEKiFhGZJeJRrtBs4lxxDwZBLXluFrL4Tvo32DJhCTOHenh62TzyMsbXE3x+30Huqx9ibmMFT4YfJlUYoldx8u3IHWg7okzobyErOIAtGsQwfC1Un0FO+A5aWUIc9hdERW1YJ6LOK369mSGdmV6zM3E96p151KYUIAgyv9D+lSu0avLqX4az+e6kb2E0wB/yXZw7fcqY/fX0BjmypYPBYT98pKMwwMbaRr6+oZK33N9mgthJl5LCd6N34As4sPk9GKJhZEUhKmqJavXERK263ogaZEHEGg/jCqg+Q0ZwUN1CHjSKnOS7BnVGAjojAZ0p6e+wzkhUbyKqNxDRGujXW+nVmJkuNPKI7o+UiqpswlOGC/ll4c2E061MCAwwz6Qj3aDHE5doCEWoVzS4BTMEZAR/jAmeZr7l+xdrRJXIcEAu4YfhWyho7aTE00FmcABrLIQlFsIoRZN8CK0cV+9BoODvz2JZcGrA3n+6/ccAdRs2bCAQCHDppZdSX1/PBRdcQG1tLampqbz44oucddZZ/1s/nbAXX3yRG264gT//+c8sWLCARx55hJdeeonq6moyMzO5/vrryc3N5cEHHwTgf/7nf/jxj3/M888/z2mnjS5YVqv1lGuy/9uAuqyPDySeP/zhA5SsayE17CPr/vuxnnkm2hEHX5KQIxHkoSFi3d3E2tsJV1cTPlpJaN8+pFicWlc+W3NnMKO8lS/rVLDup8KX+cukK/laSowfn3NG0m8PDYT54K9H6aofLfPSm7RccMcMsic4+eBwPd99aQ8fiveSIvipD+RSvSOLnMF+TMeAiBICIZ2BoNZIeBhMDGv0mOMRXBF1kREAwWjENGMGhgmlaJwu0IggySjy2JIKQaNF0GpAo0XQaNTnogbJ4yHa1kro4EFiLa1ICNQ786jImIi7NI+bbK8wV6wDVFbMr6QreS11BbEMMzPtcR5eOI3pGeMvtM9WVPOz9xv5W+CXLNMcwSNZ2L+liKwetdRJk5aGvrAQXVYWosWCaDIhGI0Ieh2CXo+o1yMYDAg69VFjsyLa7GjsKmgj+XzEOjqJNjUSrq0lVLEfaWCAqKihwZHL4bRSOksLuMn+GvNFVUvuE2kK3zbcTnNhCWuy4PdnLUJ7koz/xf/6CGvlHp4VH0IjKOxsLce0M4R+WCxYm5GBxuFAMA+DZLE4iiShSHEEQUQwmxBNZjROJxqXE63LhcaVgsblQmOzEh8YJNbVSbShkXBNNdGmZpAkFKDfaKfNmkG7LYPOrCJsmRKn6z9hubAHrSATUAz8TLmBf+RfQIErzt+WzaA8M9lJ2NrUwZfXV1HU0cgz2ocpEN0EZCO79peRWTeAiIImLQ3jlMnocnLQOJ2IZkvydTh20408H/2/IivEujqJtbYRPnqE0MFDRJubiQsiVSlF7MmajLFM5LuGZ7EKYbqUFG4V72ZvyVxWpMZ4+txl6E6BeVHZ5WbV0/v4S+RhztHswx11UPlxLhmDnpN+9lgTTCb0eXnoi4vRFxWhLyxA0BtQImHibjexnh7iPb3Ee4e3/n5Vk2rYFCCkNSTAPLfJydH8iaws2MNqzQ4A9ssTuEu5g4aMYhS7Dq0iI8VB8McRPREWRCq5TvsBq8WdiWx9RXQyBw7lUd7WSkpkCHQ6dYyXFKPNzEJjt6NxOhCt1sR4EU0mRKMRYeRxWJ9UiUSQQ2Hivb3EOjqINDYQPnSY0IEDSB4PPWYX27On0zc5g59Z/oJNCLFfLuW6nJ/hyDTxzjkLcX1qHanb28O2l+oSXZ0tDj3n3jKd7FIH/UN+lj32ES+Ffsw0sZmemIs9O0rI73YnxsqnTUFlTsU0auJA+/+xd94Bcl3l2f/dfqfuzPaqVduVZEuyJFuWZeOK6XboAQOBjxIgoSRAQkmAQEKoCQFCTSCmGoypruBu3JssW71rtb3v9Ln9++PemZ3Vrqq1WtnsY43vnTuzM+fOOe97nred4zlELb/8QVBV9NWr0JctR6pOIkgSnmnhWZav4xwXPH9nYATBj7wHa0KWzt1CAfNQF8Wt23DGxihKCtuqF7G5cTnaEom/035GveCPne1uO99xruam+CVY9WFqIjZvb47wt+evQTvMYXdgdIIX3/AkV3ffzleV7wLw4KEVRB/Jobo2gqqirViO2tKCXN+AGA77faUFOk3VEDQVUdN8GQqFEMJhxHAYUddxMhmc0VGMAwcw9+6lsGUrxW3b8FyX7mg9TzQsp2vpIj5U9TNWiIewPZEvudfwnYbXU9sk8otLV7G89tjrV+aKBud++14+NvYD3i7/kYwb4smHFlPfMz4l1i2oKoIsB7VEwSsV54IkIdfXozQ1ITc1ojQ1ozQ2gOdhj41jDw5i9faWH05qaim0i0BO0ZkIZGlHzSLUToX3hm6gXpjA9kS+5b6Kr9Vdg1sbYoVmU6/JHExbHEwLMGJyUf5pPin/lLNFf129/U4r9+0+m8W7u6kv+H2sLV+O1tmB0tDo67l4DFEPIYZ0BE1H1DUEPRQc9Ul5EkTcXBZnIoXV24O5fz/FHTvJP/YY9vAwGSXEo41nsXXJMj5c/wuWiT2Me1Heqn+SzcvO4d/bo7z13KlLkjiWy1N3dLHjoX4KWYvWZUkuel0HVXUhLMtizTfv5Ntjn+dS6RlSToSHHu2kuWf0iLJ0ODwq8hUUBb2zE33lSpTmZgRJxHM9PNuXJ2wbz7LxbHvyWtDHgiACHvbIKOahQ5j7/CyfwXCSZ2qW0LNkMa+qv4cLRX/5gaKncJOzkV84l/NE9CycKg2iEq2KxVVtVbx97XJaYlEc1+Vzf9rE/21O8VfDN/E55VoAHu3vRH2giO7YCLqOvmwZ6uLFyPX1yDXVvixVylAo7PdfoAvLY1UUcdNp7FG/3cbuPRS3b6ewaROuaXIo1sCDzasodMb5l/APiAkF9rlNvDX2KXoWL+KLS6u45pzpm1B5nkc+bSJJInp0MiPobTf8Cfuph/iZ6vPzBw8uR3vCIGIb0z7jWJCSSbTOTrTOTtQFC3xuZ1m4hQJuvoCbz/uPgn/0Kq/l8ziZDF5QBeQisL+qmUcbz8LsiPH3ketoFvwF2m9xzudnzgt5RF2JLSsgCQTrWQReTw/BdFjk9PNX0p28VbodRXDothvY9MgCOnp6EQC5sRF9+XLU9gV+P9XWIsbivj6LhIM+0xEUGUEUQQ54qCT5626NjWEPD2Me7MLYvYvC1m0UNm/Gdj221yzingXreNWSh3ip9DiWJ/E+5UPcuuKF/GtbiHecP3UJjYmhPHdeu53BA5O7bJfWkI7Xhvj8H5/g8fsf4BfSv6EJNk+PLaHv0Rgt6VGUw8qRXQRMScYUfceqKSlYokxdYYJIsAGbEA4TXrMGrWMpYsmGchw8y6YshYGuFCQRJAlBVgI+7nMeZ2QE4+BBCpufxhkZoSipbKtZyFP1y7AWR/lH/ce0iX421xZ3IV8S38S9tefj1WlcWOXyhY3nsLQqxky45rf30/f0Hn7jfZoaIcOebAujd4aoKvrjQ21vR2lrQ66vD/pJRVAquJ+igKIgKApSJIIYiyFGo0ixGJ7j4oyN+vxiz16Ku3dR2Pw0XqFARgmxvXohT7acTVW7wT+oPyUh5DA8hS87b+B/61+N1qLxrdUtvLjj6GuQ5kyT835wP+/t/Ql/J//Wz2h8agX1u8f9wKQoItVU+zxclCb5QSVEEbmuDqWhHrmxCaWpEbmxEVHTAp7kz1HGgQMYu/dgdXdDEFwc12L0ROvoi9bSG28g3VDHyvhe/lL5I42Cb8/8yHkxn2t8J1JDiK+saOTqsycTGVzX5W9ueZjbduZ5w8Tt/Lv8A1TBoctsZMvDLSzu7/flqK4O7awVqK1tSFVxxGgMMRwKuF6oQs8FOk/T/L6SZTzXxRmf8OVo/z6Ku3ZReHIT5sGDWILEjup2HmleycKOMd6v3IAkeDzqLufdkY8yvriJTy8M8671a47aDyWkCwbnfuMe/iP7dV4pPcSYHePpB9ppGBg74Rw5uaHB13WLF6O0L0DUdDzLwhkfwx4bxxkb889Hx3w9MT4O9sxzYFbReaZ2CZsXnMXFbVv4S9nP+N7htvF5583cFz0XLxRUw1kuQsFGLxZYx14uELdzsbilbO+6nsC96XWMPqGzYvggEh5KWxv68uUora3IDfVI8SqkeAwxHkeKxQKe5/eTGIkgPIuNLM4knDGOupkwNjZGMpl81jtZnQi++c1v8pWvfIWBgQHWrFnDN77xDTZs2ADAZZddxsKFC/nhD38IwMKFC+nqmr7Y87/8y7/wmc985ri+7/nsqGv4wx7uXeuQfOMbT+gz3FyO7IMPMvHLG8g98ABFSaH4gjAbm/yStM9Zb+Z7da/l7SvD/OuVG6f8red6HNwyQu+uCbSIzIoLm4gmdYqWzZov3c6XjP/mldJDZFI6vbcnEBN1hNetRWluQYxGwfNwCwWciQmc8XH/kc2C4yBoGkpLC/rZZxHZuJHQypUIJ7lw80ywBgfJ3n036T/eTv6xx8B1yckq2ZVxVnceolqcAGCP28J/2a/lVu98nJoQZzVr/NdL13BW9SRR+M6Du/jSH/byn3yb10oPYDoSvXcmsUPtVL/pTcRe9CKUBQtOqWx5nod54AC5Bx4gc/sd5J98EjyPnKxhrtU5d/FeNMEi52l80b6GH6kvpald46bXb6Q+MnMm2t/8+mF2PrmV3yufJi7kGeyqYuzRKPGXvZz41VcRPu88pBNcqPRYcA3DNyq2bqHw9DMUnnkGc//+Ke8Zq4vRsjHNwrAfNbrNWc/HnL8m3VDLy5fG+McLzyZXtPnsXVt4bFeaC52tfFf5L6qEPLm8xsA9cWyhhsTrX0fVVVehLV9+yvWc2dPrj6fb/0jhiSfxgMHmJGdd0E+DOobpSXzWfhs/UV9Cy1KN2157IQn9yGWrecPm3K/eyTXZm/m08hMcV6Dr9lq8RAdVr3oloXXrUBcsQAp0tue6PmF2HN8AtWywLQRdR6quPqH79Wwbe3QMe2goIBBjOGPjOONjmF2HyD/+uC+rgkj67AhrzuoiLBYxPJlfOZdys3sB/V41daTYKG7nKulhOsXJNTUGhqvIP6NgDKsgCITXryd+1SuIv/jFSCe56+XR7iX/5CbSt9xC6sYbcYtFDi1u5MLzdhEXc+x02/gr8Z/xltRz1+suoio0dWMi23IY2J/Gc/11A0vlk5d98w7eNfAd3iLfRdFU6P5DEleuJrLhfNRFi5ESCQRJxDVM3HQKJ5XCyWZ94zKXQ5AV5Lo69OXLCK1di75yJeIp0m+e62Ls3k3mrrtI33pb2dmQDoUQ10qsajuILvjOx1Kp2i+dS8nrEeSExAXNIf7h4rNYVBXlB0/s55v3HeTKwqN8R/kasuDSuzdJelOYqquvpurVrya8bt0p1c0ATiZD7sGHSN96K9l778UzTSbCESIXO6xO+vrhNmc9/2C/h1xzNf92+SL+auWRDSDX9bjkm3dy9sADfE/9GgCH7qumaLWSeM1riFx4IdqSxUg1Nb5xfYrvxerr8x13Pb2+86u3F6vXv+amfSN7KFFF8kKb1XGfPG9z2/lH6z1s9xYCfibmBeIO3ivdxKWSv1xD0VHo356guF0GT0Dr6KDqlX9B/BWvQGk6sSUPjgXP8zB27yF9882kbrwRe3CQ4ao4Cy4fZ6E+SM7T+Gvrw9zfsoGPrq/lA+cfezF4gDf95D4W7/wtn1OuxXQleu9IYlrVRF7wAvTly5Hran3jzHbwLBO3WMQrGrjFQvko6iHUJYvRl69AW9Z5ymTJHh8n//DDpG/7A9n77sMzfbmxF0g0rstTp08uWdDnVXOrs4FbnAt4ylsKCHi6hBgW8WwPL23zLulWPqX4ZaJ9u5OkngoRe+lLSbzudUTOP993FJxCuIUCuYcfIfW735G5+2482+ZQewPrz99PjZRixIvzbvPDPF6/mneeV81nLj72GrC/29LFp37+CLcrH6dJGGNkb5ThJ6uIvOAFRDZuRF28CLm62nfMuJ4fbDBNPMv0j4aB57goTY2oCxf6Mvcs52PXMDD37SP/5CYyd95J/vHHwXWZiEWIbzBZUXMIMQgQmZ7EIa+BLCEMFFRsVCxUbOqFcaoqlmAZ6Kli4uEQQriK6r96C/GrrkZbvOhZtXUmOOk0mbvuZuL66yls3kxG1VGvEFiT2Iftifyd9T5ubL6Cf76gnveeN7U6wnU9Dm0bZfBAmkhCo/P8BlRdZtdAiqv/+x5ukz7OErGf8d4wAw9UoTS1EFq71ndiBxzEzeb8OWpiAjeXw81mcQsFpFgMubmJ8Jo1hNatQ1+xwncMnwJ4noe5dy/pO+4gc/sdGDv9HSZHonFYI3Nuyx7Cgu/4fcLt5Gv2a7lfWIVbq3NOW5j/vHI1yxL++nWG7fCXP3mQQ7t7+a3yLywUBxlLRRi+I4a2+jySb3wD0UsuOfX8wjQpbNlC9t57Sf/hj1jd3XjASE0VTRuzdET9JTQedZfzEes9dDW286bVCb542boZx7ztuFz8nbtZ23cf31a/AUDvIwmyI/UkXvc6Yi9+MfpZKxCPsIHiycLN5TD27qW4ezfGrt0YO3dS3LULNzO5nngmrKNeILCm3ucTB9wGPmL9DU8kV9JWK3FJWzXDaYM/7ZvAGjP5mHw97w0qS4Z644w9FEaMVZN4/euJX/UKtM7OU87Drf5+MnfeRermmyg+/QweMLwsyfpz9hIWDbrdOt5p/QM7ajt4w+oo//GiDUf/XVyPi795F+cP3Ml/qd/B9QQO3VmDJbUSv+oqwuedi9LaihSL+U5pQfB3IXYdcF2fl7t+gLWUuHAi8DzPl8VsFieT8c8zGeyxcQpPbyZ7z73Yg4M4CEwsi7NmdRdRyddfXW49T3jLSHthqoQcnUIPHUJPOTsSfAfd4EiC3JMy1oSCVFdL8vV/SeK1r0E5jnXuno84Ixx1lmXx0pe+lO9+97t0dHTMxlecsXg+O+o+9rX/5u9/9/1npfiMvXsZ/vrXydxxB1WrCzSfNQHAl6w38m3xVbx0bYLvvWbj0T8EeP3/3kf0wP1cq34F14OeJzpJfODfiL3oRWek190eHSV9y62kbryR4tatCJJHsiNH8uw8quIrte1uO/9pv4673HV4gkB9nc7K5iq296YYHC7yIfkG/k7+La4LPffXEHr131PznvcgnsBumM/2HjJ33EHqd7+nsHkzStSmfkOaeJ0fCb3TWcs/Wu9hIpLkYy/q4D0bFpfHimm7fPBXm7h/80F+p36aDrGX7IjGUP+FtHzxK2inWU846TSFLVsobgmcd5s344yPkViep351Gkn06Peq+bD1NzzsVmYBeLxVup1PKT9FwSE/otD7WDOJ//deqt/61lPuZDwSjAMHSP3mN0z85rd4qWHqL0iTbPUnz1/al/Ip++04tRH+7/VruaR9etlA0XJ4yTfvJTG0lRvUz6IKDgObq1H/8t9JvuENcy5DnuOQe+hhJn71KzJ33YWsFmk6P0W08cjZFI4tkOkKMbYngpFSCa1bR+zKK4m//GUoJ7Fpy8nAHh9n/LrrGPvB/yHJKZpemCaiGXS59bzZ+ifGGlr54/+7kLbE0Rev/vIdW3n87j9yg/avABx6sInoX/0ziTf85WmT9+OF71zZTfrmW8jcfjtmVxeS6pLoyJHozKNqflbFuBflx86L+Kl9JcNMJZOXik/zP8pX0QSLif0hxvMvoPlLX0JbsuS03IOTTpO68SbGf/YzzAP7SSzNU7/O1wP73Cbea32I3UIb565IcO3rzqMqNNVJ47geb/nRw/Ts3snN6j9TJeQZ2RHFOe/vqfvAB0650XOiMLu7Sd98M+O/uB57cJBoW5H68zNoip/ptdttYZQqloh91DMB+Jsrju+NMLI1ipBoIn71VVT9xV+gP4sdfU8EnmmSuuVWRv/3f7EO7aXh0gzJuhyGJ/NB6/38Qd3IazbW818vWXfUz7nuiQN881d/4nbto0SFIgNPJZBe9FFq3vF2xPDsrRd4MnCyWbL33EP6tj+Qu/9+PMskVGORWJoj2mogK5NZLX1eLX90zuV+dxW7vTYSZPhr+VZeKfklRiPbo6TN9TR/8YvoJ7kj6YnCHhlh7Ec/ZvxnP0N0M9RflqYqUcDwFD5s/Q03CxtZdVac377xwqk7/lbg0GiOy752H//Bt3iN9ABGRmZg6EU0fvYLs+LAOllYQ0NkbruN1I03Udy2Da3KItmZI9JqlHXekeC5kBvUGNsVoZCro/qtb6X6bW9FOk02Q37TJoa++lUKTz5BzcYc9QvSOJ7AP1jv5TfKpbzzshY+ffmRN9EDKJgOG79yJ2/LX8+HlF9jFGX6tq+n/p8+Q3jDhtOakHG8MA4cIH3bbaRvuRVz3z4kzSFxdp6apTkk0ZetksPuAXclnihQXaNRG1I4MJBHNgv8VP0C54m7KeZkeh5oo/5fvkTsJS8+LffreR7Fbdv9oODvf48zNkrV4jx16zIoskvGC/Fx66+52buA2hadn7/hfDrrJgP+WcPm1f/zAG7fbn6v+mW7ozsiFNveTMM//9MJO3lOxf3YfX1B9dU20n+8HXPfPsKNRWovyBHRDRxP4H+dq/iq/TpM/CBDE6N8WfkeF0v+ElrDW6OMHWqh7n3vI/GGN5y2+dbYt4+xn/6U1G9/h6JmaL4kRShqkvV0/s56H3cK59GxNMxNb3kBIWW689nzPN7z88fZuWUrt6j/REwoMLQ1jnjlJ6l5x9tPeXDyZOA5DvlHH2Xi178hc/vtiGKRmhVZEh0FJGnmjR+sgkh+SCM/pJLt07ELEpELN5J4/euJXXnlKQ8WPddwRjjqAOrq6njooYfmHXXPcVQ66q79l4/wsj/ddUo+N//EE/R/6tPEw89Qt8qPqHzdfjX/Zb+OzvYov3zbhSTCMyupnz56kC/89glu1z5KizDKxEAL0X+7D7lu5nUMzjQY+/eTuvFG0jfehDPcQ3VnjurlWSTFF8fNLOE/zL/kAXclpVXw3i//jn+QbwCgf3Md0Q98j9gLXziH93CA1O9/z8Qvryde20P9mjSiBP1eNX9nvo/HvBU01Oq8Zd0CdFnix4910T2S41vK13mF9BhmQWI4+0qavvrdM8Lx4FkWmbvuYvTaa+HQEzRvHEeLO7gI/NZ7AbdZ56OJJm9S7uEizycHqa4QGe1q6j/5GdTWuYkMuYZB6je/YfT73yce20XdORkEAZ5xF/Fu88MMCDX8xfktfOHlK4loPlEoWg5v+9Fj7NjbzS3aP9EmDJPpiyK99ybC645u9M4FrMEhJn51AxPX/xLV66ZqcZ5wnYmkuTiGSHFcIduvkR1MENpwMbEXXuGX5dfM3Q5R9vAwQ1/7Gvk//JK2y8fQojYDXpK3mJ9gv7qAb75hDS8/a+ZspEf3j/JX/3s/tyqfYKnYx/ihBPpHbiV09vSysTMNnudh7t9P5s67yNx5J8b2p6laVKBmeRY16huvNhK3cT63musZ8RJcoT7FXwu3IOOS6dHJLfoADf/40TkhqZ7rknv4Ycau/SHO9rtpfcEYStglj8bHzb/mRvdCZEXkw1d28o4LF6IrEnnT5u9+uZl7t/Zyg/oZ1oj7yQ8rFM79EjXveOdpv4ejoeT8Grv2WuyuHTSemyLWWqRyLXrXEpg4GGJ8fxJ940upevVriFy4cc6c955tM3799Yx+8+s0nNVFvK2I4wl8wn4Xv3QuZ9nSODe8eQPx0PTxsqUnxSu/fT8/kL7M5dLTZEd1eN0viF56/Iv1zxWcTIbsPfeQe/RR8k88gd3dRaSpSHxBkVhzEVGZmb57LgxvjcMLPkzd+983J3LkTEwweu0PGf/J/9G8bpBYqx/M+5L1Rr7jXE2oSuXaa87jgoVTy8lHswZXfuM+Lsg+wHfUr+N6MJq/itp/v/aMMFqPBGP/flI33UT6lluxDnWhRByUiIMoewiSh+eC5wh4roBjiJgZGXX5WVS9/OUk3vAGP1vmNMPzPDK338HA5/6VuoX7SC7J43oCn7Tfwc+cF3LJOXX84PXnocozO1Q/eP0mtm5+ktvUj6MJNsOD66n5zxvPOOf3TChn7t52K+lbb8MbOuA7H5bkKO2L94TXydes15Z5eA0pvq19nQ3CThxToHf7OTR89Vq0xUcvM521ezBNMvfcy8QNN2A+dS/NF0wQrvOzcX9qv5B/s/8KQ1B5xdpmXre6heGMwVfu3EU2leJ36qdZJvaQG1QprPk3at79njPCsep5HoUnn2Tku9+j8OifaFiXIrHI39X0EA3cL6wiKWS50n0CFRvXFuh/Iol04dup/cAHTrujsQR7fJzxn/6M8Z9+n5Z1vUQaTFwEvmS9ke85V6FFZL77hnVc3jl1XdEv/XEn/3vPLm5Q/5W14l5yQyrWC79L4rWvnZP7OBbs8XHSN93MxK9+hbl/J5EGAy1uIyoerilgZGSMCQVHqEJb2oHW0UF4/XmEN2w4bcHy5wLOGEfdhz70ITRN44tf/OJsfcUZieezo+7WXU+w7r3vOmWf7RoGI9/8FjzwX9Sf45fm/K/9cv7dfjORkMw337iOy5dNVWxPd0/w6u88yKfEH/F2+Y8UCyri3zyEuvC55xD2XJfCk0+SuvEmsnfdQrJ1gOrOHKLsi+Uz8lI2y0tZZ+9mpe2XYo0ebCLy8d+dtgj5seDm84z/4noy132dptWH0OIODgJfc17Lt6xXTdlF9x/U63m/+HtcV2Ak93LqvvDDM458e55H/rHHGfufbxE1bye5ZPouwa4Do/sa0d7yX8Re9rIzg+BYFuO/uJ7cdV+kaU0vsuYyRIJ3Gx9ms7eUaFjmDevaqI1q/PLJbg4MZ/mu+jVeKj6OkZOxX/krIi84s41Xz7LI3ncfuccew9y3H88wkOpq0RYtJnz+ekJr1sx55tLhyD7wIEP/9nGaV2xHT9iMEeNtxsfY4i3mtee18tmrzyaqTUZaD47kePl/38+77Bv4sPIripaC85LriFzy4jm8i5OH1d9P5o47ydz+R6TBB6leliFca8343tShKFz9dape/brT3MqZkd/0FKPf+BJJ/S6ijb4BdK3wUj5feBMWMtVRlXVtSTZ1jzOWNfmsci1vk+7AMkXSjf9AzQf/eY7v4MjwPI/Cpk1M/OrXFDfdj2L2IKouDnGExRcSvfQK4i97KVLV7OzAfTKwx8cZ+My/EB2/gcRiXy9/wbqG7zlXEw7LfOeNa7m0whDqGs1x1bce4IrivXxd/TaOK5I769+Jv/Fv5+oWnhWswSEKzzxNcctWjG2bEYceJ1w1TrjeQAk7eI5AflgjnT+b5Ie/TPi88+a6yVh9fQx99T/Re39OzTJ/w4hfuJfzSfPt2Mi8+rxWPvqiTpqqQnSP5fl/P3qc9GAPf9Q/RjUZUuMdxL/y0BnHE44GJ5PBPHQIN5vDKxb8NT5l2V/7SlEQIxGU1tYzZq5y0mkGv/wl9P3XUt3p99HnrWv4H+dqmutCXPvm9SxrnOpIvOWZft533ZP8XPl3NkrbyY4nCH1u65w4HJ8tPM+juHUb6dtuI3fXjVRV7yNZ4bDbJ7XQK9azzt5J1CvgmALDqSuo+8IPT1sG5LFQ2LqN4W/8F+GJ26g9KwvAdqGd9xU/yAFvMiAo4fAt7Ru8VHgcqyCR6fgM1e/64Fw1+6gobNnCyHe/Bztvpml9Clmfmr2VG1JJuVdQ/aF/Q1/WOUetnAp7ZIThb34dfc/3SXb4c9Sv3Yv5J/OdGKhcflY979y4iJqoyg8fOsj1j3fzEfmXfED+HZYlkmn5ONV/+7E5votjw/M8rEOHKO7YgT0yimdbyMkkcl0d6pIlyPX1Z4RddKbijHHUfeADH+DHP/4xHR0dnHvuuUQiU0t9vvrVr87WV88pns+Ousc7GmhrPbVr0gDkHnmE3NffTv2yPgB+IryITxfehofIG9e38YmXraAqrLCjP80133+Exflt/Er7LCIe2c5PEH3TzDv4PpfgGgbZe+4lc9P16BO3k1ycQaxIYHBtgYn0GuKf+Y2/NssZBntsjOH//AKhnp+UI2CPqCv5gvpmJojyXu9Grsn5u0JOmJdS9a+/OWXrkMwWClu2kvm/z6OO3oOeNPFcgUK2CnflW0i+80OnfC2SUwF7bIzR//gXqvLXoSdsDBQ+ynv4ffHCKe97r3oTHxd/jusK5Fd/nujrnpvG63MBTjbL4Kc/RtK6nlCNRUYI8dfGR3jEPYvGhM6nXn4WV55Vz87+DO/92ZOoqYP8UfsYOhapyOup+sfvz/UtnBLYIyNk7rkH4/7foI4/QChZQFJczKxCIbSB+Ae/NmfZCUeC53mkb7kZ+5cfomaxv/j4JrWT9xkfpN+Y1MNv0O/lS/wPAOPaG0h8/HvPKaLqmiZYFmLk6CXZcw2/P27B/uUHqVnsr932Xa7mi8U3AgIvXdnIq9e2kC3afPEPO/EyQ9yuf5RqMmTEi4l9+ua5vYFTCM/zsLq6KGzZirF/H2I4THjtWkLr1p3yNRCfLXIPP0z+W++mdvEhBBHul1fzvuz7SRNFEKA1EaIvVcR1Hf5P+w8uFzZTyEVQPvYUcu18JsbpQPq227B+9rfULPU3xviG+2q+ar4OURR5/2VLeOcLFlMVVrh31xB//eMn+AvvPv5T/S62K2G/7OfoG18yx3fw7OG5LoXNm8ne/EuUgzdQ1TxSdtgBFCcUCov/lsT7P3PGyRhA5u57yHzro9R37EXWXfKCxqf0v+a35oXE5CJfEP6XlxcfxnUEsm1/T/zdn5nrJh8TxZ07SV3/E9j9R2RvBE8J4TacT+S17yOy4czcBTT/5JPkvvFOatsPIIiwWergvbkPMsDUKo+Lxaf5kfplRDwmhKup+vRPnlO8YR4nhzPGUXf55UfOzhAEgbvvvnu2vnpO8Xx21D11VgtNDbNTXmqPjJD67F9SXf0kggC/1K/gExNvx0FCk0UW1UbYM5RFdg1u0j9JJz1k7eVEP/forLRnLmGPjZG58eew41ZEYwgvXId8yTuJvOQ1Z7wSL2zeTPY7H6Sm9plppTmeBxn1RcQ+8cszkuQcCU42i9XTg6jr/oYdz4G25x/5E97P30Yk6ZPuG2Iv5MvyGxlyk7xTuJVPTlzrO7qTryP6dz+Y49Y+/+F5HhPX/RD1wY8TqS9iCArv9T7EPcU1U94n4PIj/ctcwjNkCvVEP7f9ebmeh2sYWD09uPkCalvrGen0roSTSpH6r/dTZd6EpHrkBZ3vVb+ah5VVXGJt5v2jvwQgI1xI9NO3nvF6+rkOa3CQ7OdfQzLpL0PwC/2FfHLibdhUBn88vqf/Fy/hCfLFOPqndyCGT88aovOYDiebI/Uff0PCuhFR8eiR63mv9GG2phaU3/M3sZv5mHUdjitiv+zHaBuvnsMW//nB7Okl+/lXU12/C4AfKK/gc5lr8BBRZZHGuM6hsTx1THC7/lGSZMnGXk70Iz+f45afeniOQ/7BOzDvvQ4KYwhNZxF5zQdQWtvmumlHhVsoMPbtrxDa9y0i9X7JuYmChIOEi+tCvvW9RN/9pTlu6fMbbrFI6usfITZxHbLmMirF+VD4g9yXWQW2y7JoH7+wPkO1kyFrdBL53CNzvjb0PE4PzhhH3Z8rns+Oum0r26ipm711nzzXJfP1vyU2/nMEEe6LrOODxb8llZtc8+KTsZ/xLusWio6G8sEnkerO7EnzzxGe55G7+acID3wFXepBkFxMqwbvBf9I6Kr3znXz/mzgGUUK//0mwtnJdSVNQUb1/M1L8qGLCH30lnmnwmlEcctT2P/zaqI141hIfDTxfn4zdgGC6eEJ8N7ErXyi8FNsT8S75jaU5RfMdZPnUYHiw3+A37wbPZKa9lpe3UDo47chiPNk+3TAc11y334fkeHrEAR4IryCD2p/R0+2BvB4X+hGPpb+KY4n4PzF9ajnPvczfp4PKNx+HfJdf48SMrCRuK7uZdwVXs/Fhc28a+i3/nva30no7c/PqpszHZ5lkf3PtxEr3gLArdEL+cfCu8nl/PJjUXD5XuzrvMh8nKxVTeRfdiCoZ0YZ7zwmYfX3UfyfdxMqPoys+ZzPKFbhXfl59CvfMset+/NB8ZHbEX7zdrSwX5L8dLiTg6FmXjL2ELpnUjSrUT/5NGL4ue8vmMfxYd5RN8d4Pjvqetd3IEVnvzTGuOUbKI/8C6LkMqDU8IXmd/CwspI35f7I3/dfB4B5yX+iXnHq1subxzyer7A23Yr724+gSX5pueMo2CvehXbNF2DeSXfa4aQmMP7zxYRFP2vhnsR6bqh9EWvyu3h3368BKC5/P/ob/30umzmPI8BzbIzffgW2/ALJGcGVqmHje9Be8r55eZoDmHf/L9I9H0eSbCwk7qzeSMzJ8YLUUwAYy/4G7Zo/r7WSz3S4Y/2Y33wlurtr2mvFplehv/uH87I0xzB+/W8oT/8noujRo9bz5eb/xzZ5MX87fgOvHb0LxxNx3/B7lLMumeumzuMo8CwTp2sLQjiG1NQxL1dzAC83QeHbbyWU+ROCOOl2McSFKH9/J2L8ubER4jxODeYddXOM57OjbuDyNafte529j+L++PUo4vTMBWPpW9He8t+nrS3zmMfzAvkxKIxDoh2kM3t9wOc9XBfjx3+Lsv8XiOLUadhY8Bq0t//fPKGexzyOE+7QXuz/fQOqtbd8zfPAOvu9qH85X+J1psJ+6iacu7+OmO3C02oRr/h75PPfMNfNmkcAe/vd8Iu/QhazU657HtiXfgnlivkKiXnM43jhjR7CevAnkBlGWvlCpNVXzfO8P0PMO+rmGPOOulMIq4B9y+fgmeuQnHEcuQ7hik8gXfSO09uOecxjHvOYBXhDu7Bv+xL0bwY9gXj5B5HOedVcN2se83hOwut6BOfpW0FWkM5/I0Ltc283+HnM44yCmcO65XMIW29AdFI4oXakV30JcdkL57pl85jHPObxnMO8o26O8Xx21N2rpVl+4Xya+zzmMY95zGMe85jHPOYxj3nMYx7zmMfx4ET8RPO1T/M4Idzy9S9z5/e/xYvf80EiVUkUXce1bRzbxnX8o2PbuK5DKBIjWl1DrLYOSZ4fas8VeJ6H57mI8wuinzZ4nodtmVjFIrZpBg8DQRTRo1FCsSrk5+HOn2cqbNPEyOcw8nnMQh7bMnEsC9e2sW0LAQE9EiUUj5NobEKS5/vmTIRj29imgWUY2IaBY9tokQh6NDYvT6cJnudhmwZmoYBZyJePjmWV3yMpCpFkNbHqWhR9flH6MwWe503ldbaNY1vBuUO4qgo9GpvfjGgO4NhWIEsFrGIBs1jALBZxHRvPdXEdB0EQCVdVEU3WEKupfU7sVv/njJK82aaFY1vokSji/C6gpwWe5+HYNlaxgGUUy33gWBaCIKBHY4QTCRRVm+um/lnBNk2KuSxmIU+stu7P8vefVe/J2972Nt75zndyySXzGVjPJxi5HDd99QvH/X5JUahvX0zj0k7aV6+h7ezVqHpoFlt4cijmsoz39TIx0MfE4ACpoQGKuSyWYeBYZvAuwSelAggI5bUF/IP/vERaBVEkXltH/cLF1C9cQt3CxbNqHBr5PKM9h8rtL+YyGNksRiGPbZplJ0PJsepYJcJtYQfHEiHH8whXJUg0NFHb1k7j0k6alnZS3do2qw48z/PIjI4w1nOIXGqCQiaNVSzieS6eB3gubkBCPdfBdVzMYgGrWPSJaqGAVchjGkXMQgFF04jX1hOvq6e6uZXqllaqW9pINDTNqvPYc12Gug4w3HWA1NAAmZFhirkcVjGPWSxiFYtYhuETAsPAMg1/0ZcjQBBEEk3N1LYtoLljOa0rVlK/aMmskzjHtsiOjZIdG8Mo5HBtxx8feHieV25zqeWOaVLMZihkMxQzmYrzNK7rEorFCcXjhONVwXlwDB56NIoejaGGwrNi/JXG1+D+PYx0dwX3Nko+NVF2zBn53BQnwrEgShLJphYal3ay4OzVtJ29mlhN7Slv+5FQIpiSJB3REPM8D7NQID0yRHp4kPTwEOmRYdJDg+Qz/hqgAv7v7ZV60/P/zu9rwPP81zwPUZKJVtcQr6unfuFimpYuI15XP2sGu+s6pAYHGOnuYry/j9z4WFk/OJZZQarNKbLlOs4RPzNeV09tWzv1CxfTsmIlzZ3LZ31e8lyX1PAQ2bERXx8U8ngQzCnBbxfIled55NMpchPj5CbGyacmyKdTFDJpBAQkWUaPRokka4gmq4kkk0SqkoSrEoSrEkQS/lHRZs/xlZsYZ/jQQUa6DpAeGS631cj5845VKGAU8niue9yfmWhsomFxBy3LVtC+eh3JpubT4gjyPA/bMLAtE0EUEUURQZKQJBlBFMttcGyb3MQYmZGRQJ6GSA0PkhkZxjIMStpQEPy/EUSx/BBFMeAIwecLAqLsy1JVfSMNi2aXJ3iuy8RgP0MH/XkpPTJMZnTY769A91mFwqRjzrGP+ZlaOEJNWzvNnctp7lxO21mr0aPRWWl/JVzHITcxjlksYJsmeB6SLCMpCpKiIEoyruM7FIvZDOnRYTIjw2RGR8gEet82DMDnaqquo+g6iqaj6KHgeQhF06Y+1zVULUS8vsF3fs3C2LSKRYYO7me8v5ex/l4yI8O+/Ac6oJjNHlffVELRQ9QvXERTx3LaV6+ldfnZyKp6ytv+bOB5HkYuR2pogNTwIKnBAVJDg6RHhnAsE9d18VxfN3quExw9PNcNOGLp3D8quk6sppaq+kYaFy+lYUkHycbmWXVYZsdGGe3tZry/j8zoMMVshmI2i1ks4JgmtmViW1ZwHsxbwbltmVN4oCCIRJJJqptbaVi8lIbFS2nqWEa8tn7W2g++bI339/o6fXyMYi6L6zi4QRJG6ff1+8PFcx3MQgGjUMDM5zAKecx8HqOQxzFNwlUJYjW1xOvqSTa1UN3cSrKpmar6xlnlsK7rMHzwAENd+0kPDZIaHsLIZScd3EbJdihiGcXjmqeqGhqpW7CQ5s4VtJ216rTwcM/zKKRTZAKdVdLNJQ5+OGdzXYdCOk0hnfI5Q3DMp1PgumiRKFokih6JoIUjaJEIWjjqH0NhlJCv71Q9hBoOE03WzMo9WqbB4P69jHQd9OfS0njLZspyY5dtb3jzv3+VxqWdp7wdZzpmtfT1Va96Fbfeeivt7e28/e1v521vexstLS2z9XVnDJ5vpa/Ndz+JK/hC+o/f/eSU1/RYHEXTfIIkK4iyjCTLCIJAIZMmOzaGbRpT/kaUZFpXnEXnBS+gY8NFhONVp6SdtmnSteUpenduZ/DAPjKjI+Qnxv1MGNcFvCmE2T+XEEUR1/HJ3GxClGTqFy6icWknjUs6aepY9qxJw9DB/Wy//x66tz7DcNcBPO/4DaKTgaKHaOpYRuuKs2ldfjaNHcuedYQjn06x59GHOPj0k3Rv34KRy52i1h4ZoiSTbGqmuqWVmpY2qkuP5paTNmwzoyN0PfMUXVs20/XMUxQy6ZNum6yqyKqK57oUc9kZCYSih2hZtoIFq9awcPVaahcsfNZGg+s69O7Yxp7HHqZv9w6Guw4c1dkxW/AzCWNUN7dSv2gxjYs7aOpYRqLx+I12z3WZGBpg+OB+hg4eYOjAXgb276WQnr45zZGghkKooTCyqiLJvgEoyTJ4vmM/NzGGWShM+7vaBQvpOH8jHedfeEr6BYK+2bmdrmc2M3Rgr++wSk1gGcUyuRcludxGSZYRA2d0IZ2epodPNULxKpo6ltG0dBlNHctoXNKJFg6f9OfZlkXXM0+x59EH2fvEI89KLwiCiKxpSJKEkc/PqCcFUaRh8VIWrDyHhavX0rxsxSnJlBzYt4d9TzxC1zObGT50cNb74XAomk44kSAcryLZ2EzDkg4al3RSv2jJCTmE8ukUg/v2MLBvDwP7djOwbw/51MSJtUUPoYVCKKGw/92BXNimSW58dEZZitc1sHD1Wpaev5EFK1efkj7xXJfB/XvZ/9TjDOzbw2jPIbJjY0d1foiSjChLZafQbEGSZeoXLaFp6TIaO5bRtKSTqobGk9Yh2bFR9j/1OPs3PU7P9q0Y+WcxvwpCWbcIojijTAqiSHPnchatOY9Fa8+jrn3RKdF/uYlx9jz2MD3btzCwfw/p4aETcgDPBkLxKt95srTT76+lnYRiJ875rWKRnh1bObTtGXp2bGXowL7jnndlRS0b1ooeKveNIIp4rks+lSI3PhoE2Cr+TtVYsOoclm+8mCXnbUANnbyuroSRz3Pw6U307NjKaHcXqeHBsqNKFEVfjiSpPI4kRUGUFTzXITc+7s9nswgtEgn6ahnNHSffZyU4ts2Bp55g7+MP0719C+nhoVPY2pkRq6mjdcXZtCw/m9YVZ1Pd0vasZWy0p5u9jz/M/qeeYOjAvtMyT4mSRFVDE9XNLSSb/Ed1UwvJ5hbCVYkTvifP8xjtOcShrc/Qve3pk7YnJFlGVrWy099z3SAoOD2Aq4ZCtCw/m4XnrGPRmnNJNj17H4fnefTt3snexx+mb9cOhg7uP+28oRKSolDTssDn4gF/qF3QfkJzses6jPf1Mbh/D/17d9G/Z9dx2xeCIKKGQ7zqo5+mdfnZz+ZWzhicUWvUDQ8P85Of/IQf/ehHbN++nSuvvJJ3vvOdvPKVr0R5npaePN8cdS13P4Ej+Abfx/7vE7imxF996RvUtrUf08teiuAO7t9Lz45tHHxmE6nBgfLrgijSvmoNyy68hI7zN6KFIyfcvtzEOI/97ga23XfXsyOhQDRZTaKpmURDE1X1jX5GgqoilSKPXpBdUpFR5AXXK89LUY3x/j6Guw4wuG/PjI4bLRyhYUmHTxyWdFC/cDGx2rqjTlD51AQ7HriPbffdyXDXgWntTza1UNXQ5JelRKJo4QiyqvpO1JIRLylIylTn6qSBryCIIpmRYcYH+hg6uJ+BPbsY2L8XqzjVkBIlmcalnbQuP4vWFStpXrbiuPtwYN8envrDTex66E9TSKQgiiSbWojV1BKKxVFDIT87QRQAAVGSEIPsIVGUUDSt7FBR9RCKrqOGQih6qJxFlBocYKyvh7HebsZ6e45MBgWBeG09tW0LAhK0kobFS2fMvrOKRbp3bKHrad85N9pzaMrrih6iaWkniYYm4nX1QaZYyG+bFkTqNQ1Z0yvOtWkZi57nkZsYZ7T7EEMH99Gzcxu9O7dNIyCRRJL21WtZuHotC1atIZJIHlc/AFhGkS13/ZHHb/oN2bHRKa9JikK0uqZchiFKctAXk1mlpYxSUZYJRWPosRihaJAhF4sTisYQJYlCJu1H9lIpitk0+XSaYiblR/8yaYq53FEJiR6L0xw4g+oXL0GP+GVXxVyWfGqCiYE+xgf6mRjoZ6yvZ9p4BZ8c1rQuoH7hEuJ1dUSTNYQTycnoYjiCGg6jhkLHzB71PI/s2CjDXQfo2bGV7m3PMLh/3xRHUKKhieUXXcKKi6+guvnESZxVLLLptht5+o7byIwOn/DfV0KPxYnX1lFV10C8ro54bT3hRLKsbzzPC84rMoUFIehnyo4V17bJjI4wMdDPwL49DHftn064BIFkYzM1rW3UtC7wHeKtC47qDLdNk4PPPMXuRx5g3xOPYhby5ddkVaOm1XeoR6triFQlCMWrfKe2UnKkykFGTJAZo+m+gy4IHoE/JxWyGcZ6uhnuPsjAnl307Nw2zcBSNJ22s1fRvnot7avXUt3cekJO4v1PPcHjN/6a3p3bprwmyTKxmjr02GTmqD+XuOXfvZSZrUdjRJNJwlVJIgk/W65kVDq2TSGTJjc+SnZ8rJxlWM68mZiYEo0+HJKi0Likg+bOFTR3rqCufRF6NOp/bjrNWH8Po92HGO46wMC+PaSHB6d/SNDHde2LSDQ2EUlUE0kkKnSdL0daKIyi6ccMShUyaQYP7GNg7266tz1N787tU+YGLRJh6XkX0LHhItpXrz3hzDPP8zi4+Unu//mPps2dJwI/o7Q6kCM/YzteW48aCk3JjCxnnJQyfYIsFILlJTzXLwvOjI4wPtDHwN7dM/IEPRIt85JEYxPx2vogi7KaaHUNoVh8ythMjwyxf9MT7HroT/Ts3DbFsSgpCnXti0g2tRCvrffn2XgcNRRGC4dR9fA0Z38lL6j8HssokhocYPDAPvp276BnxzbGeruntD1aXcPS9Rvp3HAhLcvPPuHMjMED+3jk1z9n35OPTXPMiZLky7qqgSj6VQJBlpJrO4iyP19p4TCx2jpiNXXEamqJVdcSq6lBCTJoXceezMQNSkj9EjijnLFvGcWKzP08qaHBGR2FyaZm6hctJZqs9vWTMvV3s0tZVaZJbnycsd5uBg/sm+YkjlbXUNO6wM88qmsgHMh/OF41KV966Lh+T9dxGOvrYXD/Xrq3beHgM5vIjY+VX5cVlUVrz2PZhRezeN36kwpWFrNZHvnt9Wz+480nlJE+E8JVCarqG6iqb6SqvpF4XT2KrpezUP3fsxRsF6ZmrwZcUUDAKOTJjo0w2tvtz1MH9s+oE5NNzdQtXEJdWzu1CxZSu2AhVXX1R81QH+46wLZ772THg/dNCf4JgkiisdGXr7qGoFIghhYOAn6Kiqwo/pylKkiyMjmHKUr5PaIkkk+lSA8PMdJ9kKED+xjYt5ehg/umjTs9Fqd1+Vk+Z11+9nFnebmuw77HH+XJW38/bZ5SNN3X6clq9Eg0sBUkRFEq/+5+hrCf+OBnX0V8HRIK+Twq5OuS3MQ42dERUkMDjPX1Mt7fy3h/31G5nhaOULugndYVK2ldfjbNy1ZMcyZ7nkdqaJBDW5+me9szHNr69LTgkRoK07i0k0SDP5ZKNkXJVvCzZnU/UzY4n+m38zyPQibNyKEuhg7spWfnNnp2bJ3GwxMNTSxccy6L155H69mrTiiRwbFttt9/N4/99gYmBvunvR6uSqCFw2VntyCIFZRhkreJokgoHicUqyJcVUUoXkU4eAiiiJHPUcxm/SqSnH8s5nIY+RxmPj9ZnVQsYOTzMwawJFmmbuFiGhZ3UNvWjqJpCKLoZ1LmcxRzWb9iZXyU3PgYmdHRGfs7kkjSsHgpVQ2N/rxWXTNpO5QqbPTQ865s/4xy1FVi06ZNXHvttXz/+98nGo3ylre8hb/927+lo+P5tSvX881R13b3Y1iC76j6mfdaLr14O7Jy8llU4wN97H38EXY9dD+D+/eUr0uKwuJ161lx0WUsWnveMdPybcviiRt/zaO/u6GsAKI1tSxacy5NS5dRVd9IJJlEUX0FgsAUslx5LuCXQp2qqOLh8DyP9PAg/Xt3M7B3F/179zC0f++MpMGfoBZS176QugWLSDQ243ku43297N/0GF1bNpeNYkmWWbJ+Ix3nb6Rl+VnEqmev5M51HUa7D9G7czs9O7bSs3PbFLIHPklpWLyEhWvOZeHqdTR1LJsy6VmmwZ5HHmTzHbfSv3tn+Xr9oiV0nH+hnxnWvmhWS4Q91yUz6pO3sd7uyWNP94xZlYqm07xshT8Z6TqFdIqhA/unkWtBEGlc0kH7OWtpX7WGpo7ls1Ze67oOI4e66N72DF3PPEX39q3TJsHGJR0sXnc+i889n/qFi2d0MpjFAk/fcRtP3PSbMsHRI1GWnr+Rheeso3FJ56yWNM4EyzQwslny6RQjhw4yuH8v/ft2M7R/77SsgGNBVlRqF7RT176I+oVLaFiylLoFi2a15KeQzbD/ycfY89jDdD29aYqMN3Uu5+xLrqBz48WEorGjfo7neex86E/86WfXkh0dAUCPxlh4zjpaV6ykuqWVaHUNqh5CVtVyObttmUGJsl/m7nkeoXgVkarErK3/ZZsmQwf30b9nN/17dtK/d/fMjh0AQaCqrp6a1gUkGpvRwmFs02S05xDd27ZMcaJHktV0briIzg0X0bx8xayW3aeHh+jevqWcEXs44Y/V1LHwnLUsWnse7avWzDhXOLbFzgf/xOM3/rrsuBclmaXrL2DR2vNo7lxBomF2y31K8DwPq1gInHcpchNjjBzq8iPae3adVMZvsqkliKh30LCkk/r2RbO6plwpGFKSp8o+0cIRlq6/gGUbL2bBqjXH1LV9u3dw/3U/omfHVsDX64vWnEvb2aupXdBOvLYePRpF1rRJjuA4OEHJl19u5KDquu8YmwXDwfM8UoMDZRnq37uL4YP7j6n3JFkmkqxG0fRyqVMlmpYuY/G557NozbnULlg4q8s+pIeHOLD5CfY/9QSHtj5dLi8FCMXiLDnvAjo2bGTByjVHnefH+3t54Oc/ZvejD5avNS7tZPG69bQsO4tkUwvRZPWcGXC2aTJ8yHdiD+zZRf/e3Yz3957058Xr6lmwcg1tZ6+idfnZxOtmr7zR8zxGDh1k96MPsuuh+6e0W9FDLF1/AcsvuoT2VWuPOVYc2+LpO27j4V/9vMyfkk0tLFpzLvWLlpBobCYU841tDw/PccvrHJaWX3GCdV8j1dVEg3E8G3Bsm5FDB+nfs6ssY0fqM0XTqW1rp3ZBO7Vt7SQam7FNg+GuA+x57OEpgdlwVYIVL7iUhavXzehQOpUwiwX6d+8qB2z79+yaxv20SCTIDF/HwnPWTRtLRj7Hlrtv56k/3Fyep0VJon31Wpacu4HWs1ZS3dQyq7LluS6ZsRHG+/oY6+/xnXeBEy81PDQta1kQROoXLSbR0ISsquRTEwwe2DdtnpYVleblZ7Hg7NUsWHUODYuWztp867oOw10HObRlMwc2P0nvzm1TApayqtG+eg1Lzt3A4nXrjxg8dx2HHQ/cyyO//kXZQafoIZaet4H21WvLjsa5WAvZc11SQ4MMHzrA4P69DOzbw+C+PRRz2RP+LFnVqF+0JAgQLqepYxmxmqMnpjxfcUY66vr7+/nxj3/MtddeS09PD6997Wvp7e3lvvvu48tf/jIf+tCHTkczTgueb4669rsfxRB8x9zPvNey/rzfEY+vOiWfPT7Qx66H7mfng/dNmfjUUJiODRey4gWX0Xb2qmkGWve2Z7jzB98pR2+bli7jwte/ifbVa58znnfHthnp7mIgIOSD+/cy1tt9XKnAjUs7OfvSK1l24bEN/tlCyagoRZZ6d25jYmBqFEgLR6hbuIhQLE4xk2Fg356yIS5KMss2voC1L72apo5lc3ELU1BaB2K0t5uhA/vo3r6V3h1bjzohxevqy1lsbSvPmbO+sE2Tvt07OPjMUxx8ehPDB/dPeT1aXcPidetZeM46YjV1FLMZurZsZus9d5TJdbyugfNf+TrOvuzKM3KhfduyGO7aH5DsXYx0d2EVC3iehxaJEorFSTQ0kmhsJtHY5JdQNLXM6WLMVrHIvicfZfv993Dw6U3lSLgkyyxaex6dGy9mybr104j94IF93PPD79G7czvg982Fr38TyzZefMatK3Qk5FMTDB86yGhPN2O9hxjt6Wak5xDFYziIotU1dG64iI4LLqKlc8Wc6HPPdRk+dJCuZ57i4DNP0btz29TND2SZlhUraV+1hqr6RlzXYXDfbnY8cF/ZcFBDIVZf+TLWvfwvZjWAcjLwPI+JgT76du+kd9d2+nbtYGKgr+wQ0sIRqhoa/UzI1gW+Y27xUvTI7K89diS4rkPfzh3sfvRB9jz6INmKIJEejdFx/kaWbbzE5wsVMj94YB8P/+rn7HviEcAPCK596dWc/8rXPauSt9MF27IY6+0mNTjA+EAfqcEBMmMjQbbC2Iyl/IIo0ri4g84LLqJz48XEa+vmoOX+vHRo69PsfvRB9j3x6JRAmKKHWHTOOpasv4D2VWsIVyUAGO3uYvMdt7Hlrj/4XEgQWHHRpWx49V9S07pgTu7jeFHIZhjYu5uR7i7yqQkK6TSObZUzKoHJ7ClVIRSLU93cVnZAzIXBWsoO2/XQn9j50P1TAix6LE7nhgtZcdFltCw/a4ou9jyPvY89zP0//yHj/X0A1LQu4NK3vIOFa859zhjfhWyGwb27/bU2Dx1kuLuLsd7uY2YFSorCknM3cPZlL2Th6nVzxjMc22Jw/z56Szx81/ZpWV7JphYaFi9FVjXSw4P07tpevj89FuecK1/GOS9+2RkzT9mmycRAH/37dtO7w7+v1NDMgT9RkmhcuowFK1ezYOU5NHUsnzP+ahbydG19mgNPPcGBzU+WA6wACAJNSztZcu4GFq09j3htPYVMioNPb2LTrTeWHXSheBXnv/J1nHPly87YjZVKtl9pCYyJwQE/MOw4aKEwajiMHon46+dW+2voRqtrqKprmN8cJcAZ46izLIsbb7yRa6+9lttvv53Vq1fzrne9ize96U3lhv32t7/lHe94B+Pj47PVjNOO55ujbtHdj1AQfIXxM++1AJy77npisZW4bgHXcxAFFVFUEAQFUTzxaG2JLOx88D52PvinKSVekUSSJedtINnYjGUYHHzmKfp2+QZsuCrBZW99F8svuvQ5QwyOBse2GOvtYbjrAMOHDjIcLNItBhtTNHUuZ9nGi6lubp3rps6IzNgIXc9s5uDTm+h65qkZM9TidfWsuvzFrHrhS06oPHMu4LkuI91d9OzYSnpkGKtYJBSLkWxqoXnZWVTVN5zycVdawF8QTt5BkR0f48BTT7B/02McfOapKVkNhyPZ1Mz5r3w9Ky6+fH535sPg74Bs43kWrmvheTayHEMUT9xZlpsYZ+eD97HtT3dPcaTKilrO2BREkYF9u8sOOlnT2PCqv+Tcq171vNntKp9OMdrjO+5SQwOYhTySolBV10jb2auoW7DwjAu2WEaRnh3bOLD5CQ5semLGspQSIslq1r3sLzjnRS87qaUc5hK2aZaXFphteJ6D59kIgnriaxG5Lr27trPr4fvZ/ciDU7IqQvEqGpd0oIbCjPf1MnRwH+BnZJx92ZVsfN01c+a4mg04tuWXlo2NYhmGv7ZnU8usGHme5+BvqHXi8uk6Dj07trLnsYfY+9jDUxyt4Du2PdebklG7aO15XPKm/0ftgoXPsuXPX/h8wQ3mqcmjJIURxRMvDe/fs5OdD/6JXQ/fP0WuojW1LFm3nnhdA0Yuy/5NjzPS3QX4PPzC17+ZVVe8+HlhiPubKfQx0h047w51kRkZRlIVqptaaF2xkqXnb5zTwMWR4AeN9nLwGZ+D9+3eOWOJdk3rAta9/C9YcfHlzwlukRkdoXfXdvIT41im6a+52uw7IE91+33e5ydMnIw9W/qM4a4D7HvyUfY98diU6rGZEIrFWf8Xr2XNi19xxjro5gqua+O6RURRP+n+ONNwxjjqamtrcV2Xa665hr/+679mzZo1094zMTHB2rVrOXDg5NcLOdPwfHPULb77IfKCn/FRctQdHSKyHEHX2wiF2giFFhAJLyYaXU4k0oEkHX1nvRIJ3/HAvex+5MEZnT2iJLPqihfzgje+tbzDmOtaGMYAlp3CcQq4roEoyAiigigoCKLqPxckBEFBEERsJ4dljmGaIxjmEKYxhGEMYVqj/ppBMxHS0k6IlHZEdEsNx8NDUarQ1HpUrYGQ3oKutxIKtaJpDQjCqSMxnueQzx+kUDhEoXAI0xrFtjPYdhrXMfBwy23Cc3E9C9c1y04H1zVwnSKOW8R1C3iegyxXoarVaGoDeqiFkN6GHmolFPSlLB9/xpjrOgwd8HcuK2YzqKEw9YuWUNu6YIohbppj5AsHKOQPYlrj2HYGx86WdzKauhul6+9shIvnWn7bnUJwLOK4Qb+LOppWj6rW+X2h1qKo1ahK9eRRSZzS/jCMYbK5XRSLvRjFfgxjENvJln9jz7UO6wOz4ppV4QzySyVlOYaiJNG0JsKhdkLhhYRCCwiHFhIOL0KSjm8yt02T7u1b2L/pMXp3bqeQSZfLq5dd8AKWrN9Qzlh1XYt84SDFQg+WNYFlT/iExfM3YyHokWDxsqBvBMDDdvI4Ts5/2HlsJ4vj5HGdAqKoIckRJCmCJIWRpeBcDiNJkeB5GFmOlx+aVn/ChsZMcJw8hWIvxUIPxWIfxWIPhWIvjpPFcUrjp4DrGH4/BX1T2ReHQ5IiaFo9oVA74dBCQuGFgY5bhqoeOyo9fOggux66n92PPDBj6Y0giCy78GIuefPbyzvIuq6FaQ5jmiPYdsY3ynB8fSRU9oVw2HOw7QymNerruvJxDM9zEAUZBBGhrBvlYM2fIz33H4pSja41oevN6Hozqlp/SkmUZaXJZndSLPZQLPZiWuM4dtYfV3YO1/NlxnNt3MOcqZ5nTzsXRRlVrUVV69D15nLfhcPthEILUZTkcTmMPM9jvL+X/Zv8jQgyoyOIkr+u5sJz1rHk3A1lh7fnuRSLPeTzBzDNMSx7AtcpTO7SVoHK/gJw3AKOkw8ek+cleZKVBIpShaIkUeQqFCWBrFShyMngegJFSSCKp86IcV2DYrGfYrE3kKW+oG/G/PnELQZHE9c1KvrG7x/Pc3Bd/7ykT0QxhKbVo2tNhMOLCEeWEAkvJhxeiq43HdMp5LoOPdu3+vL02EPTMjZLsnTBa95ITWsb4M+dhjGIYQ5jWeOBjvN3Myzv6E6wQyti+XMAbDvr60ZrHMsOjtYEjp0L5Ej0/yY4B9GXGQQQpPLrgiAhSWE0rRFNb0TXWwjprWha0ymVI9vOkMnupFjowTD6KRqDOHYG28nh2IGO9sxyv3ieHfRbpfxM9pkv+zVoah16qIVweDHh0CLCkUVEwotRlGMH30qbeex94lH2Pfmo7/AJTBFJllm45lzWveyVLFi5uvw3pjlKsdhXof9K42qGDSUq5NjzHJ8XWRPBnJbCsiZwXRNJCpXnI1EKIYrqFL3n80W5Igitomp1QV+1IMsnvuD9jL+H52Gaw+Rye8jl92EaQ5jWGJY1jm1nyxzHl/8SzykGzu4jVWAIgY5uJBRuJxxeTCS8hEhkCeHw4mPycNdx6N62hZ0P3ceeRx+acf1nRQ+x7mV/wfq/eG154yDHKWIYg1jWaIUOrugjoWJ928NgWeMY5jCmORrMdcM4zsltLqEoCTStAV1rRNdbAx7biqJUn9LgquMUyOX3USgcoljoxrJS2E4G20rjeqZ/757rc9YgOOG6Fp5rBtyv6POQQH+CGPDUJLrWTCjUhh7YUSG9FV1vPqFAoZHPcWjbM6QG+rFMg0iimpZlK6ZsQOF5HobRTy6/H6PYV5YTz53MKpycs7yyrHp4eK5ZwZ8Kge3l83FJjga2kD/vqmqtPy/JiSnzlSSdyjnKpljsJpffTz63l3z+YMBFC4EcGcFvbwbzlBlw8tLRniJTkhRFUZKBHC0M+F67P1eFFh132zNjI+x/8nH2PfkoPTu2YRULyIpK3aLFLN94MauueEnZQee6FsViH4XCISx7ojzvl3laMH9Mzk8+57PtzCTHs8axrRSWPQGIPgcX9UDnRcq6r/JcFDVEUZ08SqFTPic5TiHgD70+Ly9xCGMoGEfFYBz5dqnjGGUevv683xKPrz7GNzw3cMY46n7yk5/w+te/Hv3PzDv8fHPULb3rQbKinxlwfI66o0EgFFpANLqMaGQZ0egKotFlhEILZiTkjm1x8Omn6N213Y9oKQr17Yvo2HARsZpaCoVDDAzexNDQreRye45CWuYegiCja82TDjC9BV1vCozH2mASqzmiQvQ8h2x2J+PjjzI+8SgTE49h2ye3s+jJQparys5X39BdEJwvQNMajyvSbttZxiceZWzsfsbGHiCfnysnvYiiJFHVmuBR6/eP3hI4H1rQ9RZkeWpWjOvaFAoHyWR3kM3sIJPdTja7A9McOcL3zAYEdL2VSGQx4fASIuElZQP3RIloLref4ZE7GBm+g3Rm2xGdU6cbgiCh662Ew4sCktqGHmpB0xqRRB1RVHGcAradxbYnMIyhwPj2j6YxRNEYxLYnTmu7VbWWaGS5r+Oiy4hGlxMOL52R0Hmex2h3F/17dzPW14PnuiSbmlm0dj2xmlqy2R0MDt7M+PjDZLI7z5i+mRmi73DRm9G1ZjQ9cOJpTWhaI0rgHJek8LTx6XkexWIPqdRTTKSeIDXxBNncbpjBoTVbkOU4oVB7IEu+URsOLyYcbj8hZ5dhDDI8chcjI3cxPv5IYHzNHUQxNMWhp2p1gTz5elvXW5AkHUFQcJwslpXCNIcCEu07uEvnpjn7OxpObbtOJLyEaGwFseiKgC+sQFFm5lWObdO3ewfjfb1YhkEkmaTtrFVEEkny+YMMDd3KyOi9ZDLbcd3pG82cCRAECS1wLpQMc0VJ+AEMpQpFrkKW4yhKFbJcNSVg4zhFCoWushyl08+Qz+/ndMqRolQHTqHFwZzkO4d0veWIgTHLNMiMDCMIAvG6eiRZwXGKjI7ex+DQLaRST2IYAzP+7VxCkqIB/2ktczpZjiJKISRRLwdJ/aCpVw6e2k4Oy5rAMPrJZneTze7Eto9/N/JnD5FweBGx2FnEomcRi51NLHbWEZ2stmVxcPOT9O/ZSXZ8DEXTaViylKXrN6KFNUZH/8TQ8G2kUpsoFA7N+BlnCiQpHHA7P4Cu6y2+E0mZ5IGKkjxikNC2s758TTzK+MRjpNPPBE7s0wURXW+edBgFQdxwqB1dbztux5FhDDE69idGR+9jbOzB0zz+pkKSIihKtZ8koDUEnNbXH+HQQmQ5Po0z2HaOfOEA+dw+cvl95HL7yOf3kc93nUaeJBIKtRIJLyUSWerru0gHkfASZPno2Za2aSIpSvm+THOEkZG7GR65k7GxB3Ddudvl9XD4c1JzYPu1EdIXoIdakKVo4PAXfIezW/Q5uZUqB0RKzkI/0NKLZY0d8/uOhHVrryOZ3HDqbmwOccY46n7+859zzTXXzPjaP/7jP/KVr3xltr56TvF8c9R13nU/adHPpCo56jqW/hP19S9DVWsQBHVKeZjrmlj2BMVCN4XCIfKFLnK5PWSzu44opJIUJhJZRiy6vOy8i0aXzZjBVTQGGBq6jcHBm0inn57ymihqKEoSSQohCiqu5wSRklImk1MRibWRpAiqWu1HiLV6NK2hnIElCFKZaFVmOkyNCAqTUY3Srl5WKnAaDFAo9gQZIf3HOZkLFc4j33knIFE0+slktuI4U6OaohgiHGRaaWo9shxDVuKIol4RxRf93CdB8SPDohKUKquIko4khoL3i75yNccoGv2BgdYdHHuOqWBFUUXXFxAOL/QfoYXB+FCwrAny+X0BsXkaz5u6OLauNRMKL0RT65DlOJIcqcik8/8/+XuX7kf2+zkgxZP3ouE4+SBDchjDHMIyR4MI9RimOXZCpESWE4T0FkRJx7JSFIuHcN2ZiIAQOJXa0LQmdK0RWY4H7dIRRa0iu9M/+hF8v18qzwEsK4VljVMs9pIvdFHId5EvdJHP7z9q+2U5QSQwkPz2tAcGeTOCIOM4OXK5PYyNPcDwyF3k8/um/L0kRQiF2lGVamSlClFQguFfSZS8oGP8zFIBIYjOBRE6eTJzThR1XNcIMoJy0zLv/Gv+cz8jNINlpU4p2ZLlmB9VD5yvIb0lyDbyI4z+UQ9S69UKWVGDflIms3DtjN8vxgCF/EHyhYPk8wfJ5fZSKHQxk1EsCBLhIKu4pN9i0RWo6vSNOkxzjIHB39PX90tyud2HfY6CqtYiy9Fyplspo9H/5wXfX9qF2j+XpSiKWhNE6mvKmaWiIFfoRLccTZ58HHad4Lpr+cTL6KdY7MMwBo7bWBFFNcj68iPqjpOjWOyfUb/4xpTvTNLUWiQ5FpDDsN9PouzLU5D54stV5blSzohxXbOcOV0s9JT7rVDoOoYTQCQUapuUp/DCIMO4FVHU8TyLQqGb8YnHGB29j0xmy2F9phIu6baSo3KGbBKozFoASdKRxHCFXJUi4TqOU8SyUxVZQhN+JkfFuWVNADNkGz1LiGKonEVZCmpoap0vO5JWjtxX/v5COTOpdK6UMzMtaxzDGKRY7COf3+9nQuT3kc8fPOKY0vXWQJaWE410EIl0Eg4vnJZpYlnjDA39gb7+X5FOb57yWkmWVKUaQZSnzOGl5QfKGenlTG4PWYoE2YrJctaizzkiwd86lDLtSxmvpWyaqZk1fqaXYQxiGAN+pm+h94T1nl86LCEIAo6Tn/E9WpCtqGuNaFojslJVkdUcQRQOk6XD5MrXf/6551l+1pMxRKFwiFz+AIX8AT8bxzhySbgoqkHm3ZKyE9zP7lqEJPnZWLadYXziMYYGb2V45E4cp3J9WCHIkK/zOU7QvhmrHg6DIseDDNRSNk9VwBMKwVyUx3by5axPzw2yP0uZoK6F6/nlV/5Y7Z2FwJzoV59E/ExSRfH1tCzHpvAcf74KBc51qeIh42dv+jtc+2NrCMPoJ58/QC6/j3xuP7n8viNyOU1r8p120RVEgmB6KLRgxuBxLreP3r5f0N//m2nBMFHUUdVan/ME7SvPU8DhWVkllAIJqlqLptahqnXlsXEi8HDLesUo9gc8vBfDGGSm+Xkm+PJdUw7keq5FodhDNruLw/WqolT7jrJQG6pagyzF/CUyJD3Ifipl1pZ4uFrBM7Qy95AkHc9zMC2/ysfPqur2baliN4VC9zECP0I5W9yvvvAD6pIc9XfBNYbIZLczPv4Q2ezOqX8pSMHftaEoSWS5qqxPK20dKq4ACEH7S3aEJOlBdqqGbacxDT8z0ihVA1Q6cezUcSVXlLKufee3i2mOYFlHXi5LFPUpwQJFSfrtkzQkUQt4nTrZDxXPfd0nB/LkYVkTmNYYxUKJh5c434Gj8nBNa5x04IUXEw4vIhJZUuZ8jmOQy+9hbOxBRkbuIpXaROXYFEWNUGgBqlLj62hRx59XJvkZ5QCAL0+SHEFVa8pB0VJwDsANMh9L2XmTPDxffvhVPmY569B2shSLPUewd04ekhSdkgwR0oMAvByZYstJwTgq6Txfnzz3l7iCM8hRl0gk+PnPf87LXvayKdc/9KEP8Ytf/IL+/iNP6s9lPN8cdcvu+hMp0b+Pn3mv5dx115NInHdSn2WYI+Syu8jm/ChiNruDXG7PERWBrrcRjXQgyRG/LC+//zDjVaQ6uZGGhquprrkYTa1/Vmt7zRb8UpshnzAUeoLyux4/88ccCdL8xziWYSVJURKJ9SSTG0gmNhCNnnXaavZtO+unKweltvnCIQqFLj/lv9g7zfl2NIRCC6iuvpjq6otIJjYeMUNituC6VjABj/pOPHPUN+CDNOzS40gZi6IYKjtbokFUOhrtPClSeaLwPA/LGitHEEsp/rn8forFXk40e0IQFJLJC6irezE11S9A11vnXIY8z8MwB8nn/ZLoQkBUi4UeDHO4XF7nl8tGkeUYmlrvl5Fp9ahaPZraEDjfm07b+HKcPNncHnLZXWSyOwMdd+RsCUVJEg4vLpOpotEXGAKlskCVmprLqa97CfH4miDz+MwjKp7nlg2LotGPERxL5ZF+KdTEUZ0QgqAQjS4nkVhPouo8qhLnoh1HGfGpgOMUfJ2WPxA4i/b5xm1u32HOguOBQDy+hrraF1JTezmR8NI5WVfF89xytqllTT4MY2CKDjeMwXK/CIKColShKjXoQbZJqMLBrestx10i/GxRKmHK5nYHmcs7yGZ3BDpuOgRBJhRagCJXIYgqpjkcZGsHSygIEsnkhdTXv4xE1bmEw4tO6dIHpwK+HA2XeUKh2INR7A+csmn/aKewrHQwN03nC5IUJRY7m0TiPKria4nHVx1XOf6pgOPky3JTlqPcPvKFA0c19lS1Ds+zpxnfutZMfcMrqK25nFjs7GNmqZxOOE4xcK76AelCsZtisR83KFV3XSNwbIiBvJQcNn5QS1WSKGoN0UhnkHW95JSWAB4NhjFMJruNbGY7mcx2MtltR8yEE0WVSLgDVatHlqM4Tp5cbs+U96tqHQ0NV1NTfQnx+MpTVhJ8quGX7vdRKHNwn+f5gdzRgIsfm4frWjOJ5AaSiQtIJs9H19tOy/2WSqR93X0wcBp1USh0kc93neBcJRCPraK65hJqai4hHlt1UmvvPht4nhcEPoNAujlGsdgbcFp/DjbMI+wej+8gncyAX1o++kHp2eWwnudhWqPkcnv8rL7cXnL5veRyezHN4aP+rShqM2bMxWIrqau9ktq6FxGNdM45D4fJOSkflHb7XPwQxWJf4OgzANd30ooaohQKAiJVk8tzBIHZknNupgzJPzecMY66W265hTe/+c3cfPPNvOAFLwDgAx/4AL/5zW+46667WL58+Wx99Zzi+eaoW3HXvYyLCQA+5v0bH7ri16f0813XJl84QDazg2xuF9nsDrLZXUfJchCoqlpLQ/1V1De84rQZc7MNz3OwrPFgfY6RcgQKz0FV64nGVhCNdJxxxgX4fehHbg9WEIgD5XU6ZLkKXW8hUXUuyeQGQqEze/e2Emw7UyZzrmv6k43WdMRS7bmG4xSmRM/z+f1lI2LSCPJLJxKJ86ipuYzamstOaO3BeZwY/PVfBspOu0yg3/yStJkNglj0bJqaX09jwytPuxN7tuB5Ho6TDzLAxstlEZIURlVriUQ6T5uherworx1VkY3iG+c+UXVdE0EQ0LRmYrGzqam+hJqaS9G059ZmBX7WpMXJbOxwumFZqUCOtpPL7vYd47k9RzRSo5FlNDa9hsbGVz1vuAL4feY4OSyr5LDzgvU9q864PvQ8xzfAgzI1v1zNn58Oz+7S9Vbqaq+kvuHlVMXXnpHz7PMRtp0JnHbbyWZ3lmXrSCXigiBRU3MZLc3XUFNzyRnJS08GnudO4eElB54oKGhaA7HYSnS9aa6bOQ1+AHe0IuvrUBCQ6cZ18ni4qGot4fAikokNJJMbUdWauW72MeE4hfKyJn6GtYCiVgdrRJ6ZvNWyUuTye8sOvHyQcVwsdk9b/y6ZOJ+amkuprX3hGTmu5jE7OGMcdQDXXXcd73//+7njjjv4wQ9+wO9//3vuueceOjs7Z/Nrp+Bb3/oWX/nKVxgYGOCcc87hv//7vzn//POP+P4bbriBT33qUxw8eJCOjg6+9KUv8fKXv/y4v+/55qg76657GBP9tSvq8wM884qXnpbvNc0xstmd5AsHcZ0igiCi6y1UVa17Tkww85jHmQTXNfA8Z0p57TzmDo5TLGcmOE4Oz3NRtTrisVVoWv1cN28e83jOoLQYer7Q5W+m5JqoSjWRSOdzzmn65wbTHKNo9CEKKppWd1ybUczj9MDzXAqFbnK5PVjWGLadCdZ4a6aqat0Z6yiZxzzORLiuiW2ncZxiUAly5gVV5nF6cCJ+olmvx3jTm97ExMQEF110EXV1ddx3330sXbp0tr+2jOuvv54Pf/jDfPe732XDhg187Wtf4yUveQm7du2ivn66MfTQQw9xzTXX8IUvfIGrrrqK6667jle96lVs2rSJlStXnrZ2n0kQK7I+LPf0GfiqWk119YVUc+Fp+855zOP5ilO5++M8nj0kSSceX0U8vmqumzKPeTynIQhCed28eTy3oKr+IvLzOPMgCCLhcDvhcPtcN2Ue83jOQxTV07YMwTyePzjlGXUf/vCHZ7x+ww03sG7dOpYsWVK+9tWvfvVUfvWM2LBhA+vXr+eb3/wmAK7r0tbWxgc+8AE+/vGPT3v/G97wBnK5HDfffHP52gUXXMCaNWv47ne/e1zf+fzLqLubMdEnUrH8IHte8ZI5btE85jGPecxjHvOYxzzmMY95zGMe85jHcwNzmlH31FNPzXh96dKlpNPp8uunI93TNE2efPJJPvGJT5SviaLIlVdeycMPPzzj3zz88MPTnI0veclL+N3vfnfE7zEMA8OYXBgynZ55AfrnIjzPIytMLpDvqCZbhrewsnblcfeh53lkrAxjhTHGiv4ja2UxHdN/uCaGY2A5FoZjlK+VXlclFV3WCcthWqIttMXaaI+30xxtRj6JRbpdz8XxHJRZLv+zHIsJY4IJY4KslcV27fJ3O+7kOgXClF1kK/ZTKh8EZFGmWq+mNlRLXD09C3G6nkvGzDBhTFCwC1iOhe3ZWI6F5VqYjt9vRaeIYRsYjv+wPbtiB0qIqTESWoJqvZq6cB0N4YbTdg8AjuuQtbJYruWvk+U5/iK2nj1lDJqOSdEulu+pdC4JEiE5REgOEVWjVKlVxLU4cTVOTI0hnoY1dFzPJWWkGCuOkbNy5TZbjoXpmtiujeM5/vhynfIYK1/zJq9pkkZLrIXWaCst0Rai6pmxQHepb0p9krfz5K28f7Tz5Kwchm2gSAqapKFLelkvhJVw+aiIymktJ7Aci5HCCCOFEXJ2jqLtj52CXZgyjizXwnbt8qPyuSzKVGlVJPUk7bF2liSW0BZrQxLP3HV/PM+j6BRJG2kyZoa0maZoH21HuiNAgBq9hsZI42nVC3krz2hxlIyZKeuy0jxkezae55Vlx8M/L43RynMPj2q9mrZYG22xttN6DyUcHm/18HBcZ8o8WrAL5Ufezvvj0y6iiAq67MuSLulElAhRJUpYCRNRIic1x54sbNdmrDjmy5IVyFIgQ6Wj6ZjT5Kd8HvRblVZFQktQF66jKdJEY7iRhkgDqnR6F0s/XrieS97KkzEzZKwMGTNDwS74u5sjIAgCoiCW55rSuYAw9SgIxNQYSS1JRImclnFYkqOJ4gRFx9d7hmNQtItYrjV9LirNTxVzkuu5SKJEY7iR5mgzrbFWmiJNp3XsHQklOS/NsbZrYziG31dmhqyVxXGdyT5CLM9RmqShy3p5vtJk/9rp4Awz3UfaTDNeHC/z8JLuK+uJEqdwTJ/jBdctx0IQBKJKlIgaoTnSzMKqhSyML6Q+XH9S91PSobM9xxmOwXhxnAljgpyVK+t01/WP4HPw0n/+P2HKtZIcqZJKjV5DTaiGkBya1XaXYLs2E8YEKSNVto8s1yrbS4ZrlOev0tFyLFxcXM9/yKJMlVpFlVZFTaiG+nA99aH606YjKmE5Fhkrg2EbZZ19OC86XO+X7MCQHEKXdKJqlLjqc/C4Ficsh0+bTTRhTDBaGC3ruUreUKnTbM+exsUr9UhEjtAcbS5z8bngDUeD53lYrkXOypG1suStPFkrW56XZVFGlVRUUUWVVF/fyRohKYQmB/pO0s5oDvtcwSmfBe+5555T/ZEnjZGRERzHoaGhYcr1hoYGdu7cOePfDAwMzPj+gYEjbWwAX/jCF/jsZz/77Bt8BkIQBFwmBc3zPN5065vKz9fVr2N943okQcL2bIp2cQoRGC2OMlYcw3aPf0fQ44UsyrRGW30CLqqIglh2Gh2u5EtE3nTM8uQsizIRJUJEjhBRI8SUGFE1SkyNIQvyEQ0ByznsPJhoyo6s4L0Fe+ZFeE/FfZfIQo1eQ0SJ+KQncIx5wXbd5aPvNSufe56HKIgoooIiKf5RVLBdm+HCMEP5IUYLo6TMFK539N2vThaapFEXqqM+XE9CS0ySomCiKhvIgbE85REQEM/zyk7c0qQgCMKU8Zc2fSfCbEHAN4ziapwqrapMHKSKhZUrf/9SP5XuSxAEJEFCEiVkQUYSpfLfjhZGGcwPMlwYZrw4Xh63pxpxNU5LtIWElvAnXkktj/mSI7BShirlwfEc34GpRIkoEcJKmJAcKhOnrJktGzNZK0vW9Cd6O9ghuNI5bblWeQw/G8iC7DtWldA0J15YDpcNpZJhKwa78pWM3crr5fPAGC7YBcaNccaL4wwXhhnODzNhTDzrNs8ERVRoCDfQEGlAl3UkQcL13LIjsGQUl85L5LxkWIqCSFSJlh3KMTVGVIkSVaNlJ1vBLpQdHyWdVpItmNQZMOkMsl277JizXOuU3nNEiVAfri8bFaqkIuDLiCAIU/oJDjOogiMwpf9k0dflJQfQaGGUkcIIeTt/StteQlgO0xhppC5chyZpKKKCKIhTggKVDvZKB4DjOiiSUpaniBJBl3VCcghFVMrOgUqHTsbMnPJ+qIQmaeW2RJQIYdl34JXuTZEUJEGa5kSqPC87m0qyJgg4rsOEMeHzhMIow4VhxopjszbnwKRDuC5UNxkUcM0pBnClsVvSfWWuEOi4mBIrOzRVSaVgF8jZOQpWYYpudFwHN1g6ZIpMVcqSlSFrZk+J7quELMoktAQJLUFST5b1e2U7Sl9ZKefg6x5VUsvcoNSfjucwVhhjqDDEcH54VuVIFmSaok00R5pRJRVZlMt6y3TM8tFwjCmGfomPlcZtpSxFlAghOUTRKZYNz0p9WulcLMmjfQK72R8vVFGdYszqsl7W0xElclQZKgdyj4G8nZ/kQoUxxozZ4eEhOURbrI1qvbrsCDdsg4JTKHPxku6zXKvMK0q/qyZp5fm5co6KKTEEQThqgGtGHh68XvqeonMSwaPjQFSJUhuqpSZUQ7VePc1ZOUXODkPpNUHwg/AleZMEiZSRYqQwUuaws8UvwO+7+nA9daE6ElpiSnsPD/DOdPTwpjhqSkdFVMjb+TLny1oBDzSzmEfZ/flkIQtymeOUOHhEiSALMgiU5afSLqrUfQJCmXvLolzm5JZrMZIf8bleYZixwtis6APwx1NrrJVqvRpFVJBFGcd1/LkpmIdKuu5wLu56rh9YC2zZiBwpB9pEQSRn5ciYGfKWH/DO2TnyVt7niYhTfiPXc8vfdUr4uChP0XOlY+laSQ+WdLwoiP7vH3AKSZAQRRFZkHlt52tpibacgl/7uYVZ30wCYPv27Rw6dAjTnBRQQRC4+uqrZ/V7+/r6aGlp4aGHHmLjxo3l6x/96Ee57777ePTRR6f9jaqq/OhHP+Kaa64pX/v2t7/NZz/7WQYHZ94meqaMura2tudN6evbv/15blvhb6YhmT1UD3ziGH8xM6JKlJpQDUktSVSN+oo9UPJlBR9EIkvXFVHBci0KdoGMmaE328uhzCG6092zNgGfSoiCSJVaRUyNlSeCkvIRBGHGTAiYPsmbjll2PJ1ulAyzklEmCzKyKJeVbClyXFLAkiCVSaXneWTMDOPGOKPF0Vl1bBwPSr97qR9KY02RfKJUytKqjIA7rlPORMlYGVJGqpzxcLoRV+Nl47AymjVlghOlKZPd4dfydp7eTC+92V7GjfFjf+kcoZLAh+QQYSWMLunliGspa6OUIWQ407e7P12QRZnaUC0xNUZICk3JUNJlvazLZNGXHVmQy07yUlBgwphgpDDCgdQBDqQOPCf0G/gyVTIyQ3LohKPCjucwWvADOqcbmqRRpVaV9VhJpkryUsqQKTlsS/qjdK1knI0URujOdDNcGD7t93A8KGUFh+Vw2YEdkv1xart+gK3gFChYvizNlkF1PBAFkRq9hpgaQ5M0QnJoCrkvy01g4E45lxQ8zyNlpBg3xhnMDzKYG2QgN/CckCdZlKfIEvhcoOSALwWrgPJ5KQBUeqTN9GnXhSE5RFJL+n1V4YBSJbXsLC/JiyzI06+JMoZj0J/rpy/bR2+md87G3/FAFMSyUymmxlBEZUofmK5ZdlIZjuFnD82SgX+iiCpRknqSar2auBov8+6Ss6iSe1ceS1mfaTNNT6aHA+kD9GR6Zi2AeCohCzIJPUFUiZbHXGVwYVpgmwoOXnHddExGCiOnXb5K463kBCv1U6VzrPKoiMoUrmu6JikjVc4GG84Pk7FmL4B9PCjNsyXdXbIrFEkp86ZK/lSqeMnb+XKAajaChceDhJYoB6sqf3NZlMtB95JeK/HvSi4uCRJpM01fto+eTA+jxdHTfg8nghJ3iKrRMneYUpF0WHXVbOnun7zsJ6ypXzMrn326ccZsJrF//35e/epXs2XLlilOiRKRd5zZVfC1tbVIkjTNwTY4OEhjY+OMf9PY2HhC7wfQNA1Ne/4u1N4wOAIr/HNHbZ3yWkeygzV1awDKzpsSCajRa6gO+ceknkSTTt1v5HouQ/khDqYPMlIYKUc/S6m3lYZyZdZYSaGKguhHwa2cn9obRH1KkR/Hc8rGdMmwLk0iijBpcFca31MM8QrCfSrLHEoOu8rMkJIBMlO6/rTnQTTWwyuXsJayCCRRojZUS32o3neoVkThTyUMx2A472fuDRWGSBvpKWSoMrOpbBhXGs2ifyx9VulRtIu4nlsef9V6NXEt7peqqnEU6dSWOpuOSdpMkzbSpM00KSPlPzfT07JCKsuXKjOCgCnZF6V0eReXGr2GhnADdeE6akO1JLXkKb+HvJX3DaNsb5n0lMaCIipTHOmVY7x0LGWZVabHlxxnwJToeFSNlp/LgjwlWud53jQ5PdGyp1IWa2UbKktnS06Iol2cktVYMoIryxsrr1caxKqkUq1Vk9AT1IXqqAvXlaPRp7JswfVcBnIDDOQGGMwPYjiGn4GJUHawlPRb6XlJr5UerueSNbPlMVmKqmatLCJiOVOr9FtXZnSWSoCgIuuxIpttNspOCnaB/lw/o4XRcqlPabmASmcETHVeHDGTuKJMVRREf04K1VAbqvUzIYJs5FPZbwW74DuG8gMM54enRLwrjd5KB3spil9yXJiOOU2eShmTlSU/pezvmBJDk7VpmTaVjqyTKT+xXGtKucvh54dnxxxLniplzsPP6i4tiVATqinLU1JLnvJyGc/zmDAmyjI1WhxFEqRpAY/KjJDK12zXLmciHM4ZTMcsZ+uWnIqVhlnl0haHn5cM8JgSKxvip0qWUkaK8eI448Y4E0V/CY6SUXu4TJfOSyhVH5Tmg1JWoIgvR/URPwunLlRHTajmlJeelfhdd6abwfxgmauU+qwUTCs9SvJTliVBxnRNMmZmiiyVSr5VUfWNzqDfKgN0lcHIStmsfF7Zr8eLUsls5fIalc6HUvZ5zspNykpF9YCHd0JOMV3Syzxotni45Vr0ZfvoSnf5/MHxx9eUrJkgCFJypKvipB4EynN2zvZlqpRhWsoyrfz9Kzn5kXh45TVFVKjSqogq0VM2Pj3PI2flGC4Ml3n4uDE+LegOR1nWJnjN9dyyjJUyrBNagtpQ7RQbqkqtOuU6MW/lGSmMMJQfYrgwTMpITdVRglDmBJUO9sN1m+VYGO7k0kWlbOTSUjGlLNGSUzuqRonIkVNyPzMtv1F6lMZPpfzA9Cz80ufMVLYqCVK5VLiSN5xqHl6wC2WnXYmHW45VLi+tDCKWx784aZuW7NmSDVviDTkrh+M55aziysqXsBIu8/DK+VkQhCkOyLAcPmEu7npuOUBRufxLZcVbpS4sPaYt1+NOXbqnLvznuYP7rGbUXX311UiSxPe//30WLVrEY489xujoKB/5yEf4j//4Dy6++OLZ+uoyNmzYwPnnn89///d/A/5mEgsWLOD973//ETeTyOfz3HTTTeVrF154IatXr/6z3Uzinz/5d/zghW8vP6/tfhdb/urxWaunH8ka7BnMsmcow+7BDHsGsxwayyMKAnUxjVUtVbzk7EYuWFyNLJ3+tT7mcXzwPI+RrMlguogqi9THNBLhM3ONoOcrPM9jKGNwcCTHwdEcYzkLRRJoToQ4qylOe83pWdtjHpPIGTZ7hrLsHsyweyDDrsEMwxkD03Gpiah0NMS4tLOOiztqCatzv0bTPKbCclz6J4ocGsvTO5FHQKAqrLCiMU5b9YlnFM7j5OG6Hj3jBfYMZcoy1T9RxLAdIprMotoIFy6p4aKltcT007dj/TyODsf16Jso0DWap2ssx6HRPON5k+qIxoqmGBcsrqEhrs91M/9s4boevRMFdgXzU4mHZwwLz4OWRIg1bQledFYD6xYkEcV5nXemomg59KeKDGcMYrpMcyJEVWheF55OOK5Hf6rAodE8B0fzdI/nkUWB+rjO2rYEyxtj87bsnxlOxE80q4662tpa7r77blavXk1VVRWPPfYYy5Yt4+677+YjH/nIETeeOJW4/vrredvb3sb3vvc9zj//fL72ta/xy1/+kp07d9LQ0MBb3/pWWlpa+MIXvgDAQw89xKWXXsoXv/hFXvGKV/CLX/yCz3/+82zatImVK1ce13c+3xx1n/zUB/n+Fe8oP5cOpXiDXsV/vP6cE56gPc+jaLnkTJts0aZrLM++oSz7hrPsHcqyZyjLWO740mZroyovXdnIK1Y1s6YtQUh9bixaaTku43mTsdzUx2jWLF+fyFvB0fQXiNZ9o+OspjhnNfuPxrg+Z0ah5biM50wG0wZDmSJDGYP+VJG+icLkI1XEtKdmlrUkQpzTVsXatiTr2hOc3VyFrsx9v3meR850GEwXGUgV6U8VGUz75GYkazCWM/E80BTf4bigOkxbdZj2mgjt1WES4dO7gUEJjuuRKvhjpW+iwKGxPN1jeQ6N+YSgazRH3jxyFH5BdZgrltdz4ZIa1i+sJhk58xypnueRNWxSBav8SBds0gUL1/MIqRIRVSaiycR0/xHVZGK6girPDfmxHZfhrMFAqsjB0Ry7B7PsHsiweyhD99jxlUzrisjly+p56cpGLltW/5wh14btkC3aZA2bTNEmZ/jnpedZw57yetawkCWRRTURltRH6GyIsaQuOid6oaQHxnMm/akivRN5+iaK9IwX6B7znQp9E0Ucd2balAwrnLewmvULk6xfWM3KliqUM4iAe56vL0ayBsMZk1TB9GWpaGHYLposoikSiZBCTUSlJqpRE1VJhlWkOTLGS23umyjSnyqwfzg3xXlQsI6dZaRKIhcureElZzfywhX11MfOfCeQ43pluSnL0GHy5J875AwbQYCQKlEb0VhcF2FxXZTWZGhOxp/reoznTXonCvSOF+gZL9AznqdrLE/XaJ6e8TyWc3TTY3ljjMuW1XPZsjrObU+eUXI0EzzPw7BdCqZD3nIomDZ50yFvOhQsBwF/HCqyiCKJKJJAVUihIa7Pyb15nkfGsBlIFekNnN27B7PsGfSd3kfjDZVoiGu8fFUTV61uYnVr4ozvpxKKllPm3iXePZ4zGctbjOUMJvKW/yiYpAoWqiSSCKssrYuyoinGWc1VLG+KEZ+jAEBprhpK+/x7KGMwlC7SNxHw8JTPw0ey0+2pxbUR1i5Ict7CJOsXJllSd+oyDp8tipbPwwfTxhQOPpwxmChYyKJQDvy3JsO0JkPlY0Sbm8BmiYf3Tfi6rneiUObhXaM5uscKmM6R116N6TIbF9dwcUctFy2tZVHt6d/k43hg2i4TBZN0wSJr+DwvZ9q4rocsiciSgCKKhDWJmCYT1X1eHlHlOeMPZyrOGEddMplk06ZNLFq0iCVLlvD973+fyy+/nH379rFq1Sry+dlZhPZwfPOb3+QrX/kKAwMDrFmzhm984xts2LABgMsuu4yFCxfywx/+sPz+G264gU9+8pMcPHiQjo4OvvzlL/Pyl7/8uL/v+eeo+zu+f8Xbp1wTh4tIBzIIrkdDTGNNWwLPA8/xkA0X07DJmQ550yZvOORMm1xwPNaIEwRoS4bpbIiytD5GZ0O0rLh6xvM8tG+U27b0M56fXJtAFKCpKkQirBDTZcRy+nbwmUdZgFcQQJFEVElEU/yjKotIolBu62R5VXkNUv/c83BcD9cDt3zuYTkuedMn0HnTIRscc4aNYZ+axbKrIyptyRDVEZV4SEEWRSQRJFFEFPDbFLTHDdrqeh5O0FbP83Bdyq+73vT3uu6kwVByrmZP4B4EAWqjGpbjMpGfvpaEKom0VYeoj+kkI/49yJKAHPz2HqW2Tm3n4W33Kto+9f2Vr0/2USEgz4UKIv1sENNlFlSHqY6ogZNInkZYPfz+cFwPx/NwXQ876B/H9XBccFwXu9Rvwfscd3Jclc4N23f2pgrWMeVJFKA1GWZhbYS6qIbpuBwazbGjPzONPDTEtXLEVZNFVFmicn49/LsO/+rpay5OfeK4HrbrYjoelu1OO7ccD7Pi3LJ9p/4R/CLHhCaLgfNOqXDgyUQ1hYgmle/p8HHkXyuVRHjYHlgCmIKH5HjIjv83hu1StJyKh0vBchjNGkdtc21UY1ljlM6GGJ0NMVoSvkE9nDXY1DXOXTsHpzn06mMa9XGNsCKjq6W2T8qpW15aorK0DSRRKOs330gU/HNJDMod/H7y/7xCz5XkZQb5K/VLzjhcx9nHNMCPB6IAC2siNCV0YppCVJeRRcG/N8G/O0EAx6UsJ5XyUilT7rRrFeeBrBUsh4m8HyCxj2OwabLIguowLckQAjCU8bPAD5cnXRHpbIhRFZqclybLoUp9NXlP/qLOk/dXer8YnAO+zgh0h+O6wdGbcrQdF9N2MWz/aDouedNmLGeeVP8IAiTDKjURlaqQUibgMU1GlcWjLm/vVo4d18PxXEwPbHx9ILu+zBctB8NyKdq+Xi7avjxlihZF68jzjSqJLK6L0NEQo7M+yoKaMLoikSpYbO9Lc++uIQ6OTuWa1RGV5oROWJUJqxKiIMyoAyr7QMAfl3JJliRfrhRZLM9XrucFsuRNkaHSPOa6h821LtiuW+F4c8rO7Wc7JwHIokBrMkRLMkRU8/WeKosV465UCsYR5aYsWzPITUmenIDzpAq+cyNTtI6ps0tzf3tNhPaaMNVhleGswVOHJtjal5oy1+iKSHMiRH1MQ5MlX5/JQvk3BmbQZcHV8rXSur9Mu0b5mnfEz6xcfN5xvTJvyJslHnFy85Qg+Lq9Ma5TFfblK6JKiOKk3JdkfxqnccHyXCx8ebLwMIP7CtkeogOm42IEslQ5T03kTXJHccaV5GpZY4xljTE662NUR1Vc1+PgaJ779wxz944hMsbk2nul8RYPKWXjvPQbut70H6eSl8vS5DylBs5MtSRbR+DfcBj3q+C7jufrlVzJFpmFeQr84HNTlU4y4H6S6PPXkmNiGj+taGMlVy3ZEYdz2ZKeKNr+XOvrCIuc6RwxYHQ4wqpEXUwjW7QZnSERIqbLtCRCNMR1IppU7geolJeSbHhTZMgNTir7+XBOUbovy/EwbKc8N5XmJ8N2pjw/WSTDCq3JcNkOjAbzEzBFn0zORTPxBrArnnsVes91Kb+3pO9SBYtM8djrTyqSQFsyTHtNmAXVYTzg4Giepw6NT/v72qhGc0KnOqKiSL4MiKKAJAiTcxIBbxD8eUlAQBQBfL1Rafv6Omv6PZd/h6PwCcN2GM9Zx9QXx0JElYiHFBJhlURIIRlRiOsKkigEc+wkF6qEvwSAr9fec9FiFtdGTroNZxLOGEfdxRdfzEc+8hFe9apX8aY3vYnx8XE++clP8j//8z88+eSTbN26dba+ek7xfHPUfepTf8f/HuaoOyYMBzFlIo6ZiBMGQtpCOGykhVWJlkSIJXVRltRHWFzrG65L6iNTSr76DZOn0nl2ZIvsLxgUHBdNFCBv09+fZW/XBOnRIoLtBhqYoxoOM8ETwNMl0CQ8XcLTJDxVnPygkhaBqdcqn/uzFkLBQSjYCFnbP84gYSXDpzqiUl06Rv3zZESlOuIrtGTY36VtomCxdzDL9v402/vS7BnJ4ogCniSALIAk4skCSP7Dk0X/XBTwRAgYHyVrwxOD9ykiqKJ/dD0E00XI2YgZCyFj+Udz5olTDJxwDXE9cCLotCZDNCd0mqtCNCdCNFZNRosnCiZP9qTY3JPi6d4JtvROMJazyhaDJwogUtHuoM1HgijgKQIoQfvl4CgJCEUHIW9PfRzH/B9RJZoC4tUQ16mLadRGNWoiKoIAhuUykPbL3krRssG0gSfgf78s+EdVnGyXKvr9JAX9JYkV58K0cyS/LzBdxLyNkDIR0xZCyvTH1gztjmkyTQm9nOnXlgyzsDbMwpoIrcnwlMwy1/MYMCy2p/Ns6U2x7VCKnb0pDg3nEJwKJgxUWCdT4TFpvYgCnir596lXyI8mgocvl5brjy3TBdNFMB3/3HJnlI+ZoMoiVSGFuC5TFVKoCimIguBnLVg+ic0W7TKJnXYXqlhul6dJoIl4igRyxe8vV/RVSYakGcah5SKmTYRxE3HcREyZ/m9XAVkUaIjrtCRDdDZMOuU66qPURCfXCTJcl23ZAjuyRXbniqRsxxcD02VwKMvOAxMMDOQQLLfE+k9Yx3ki/j3rh+k310NwPXCYymRLXiOBiofg/5CGr9/ErO335RG+M6JKRAOyHNUVoppUdhbEytd9h49hOewbzrFvKMuuwQwTBatClx0mM3JJZg6/Jk6VqYr+86TAOZazEXM2QtbyZSprIdjTB6AqizTGdVoSvh5rSYZYUO0T7PaaMHVRrZxN7ngeQ6ZFT95k33CWnf1ptvem2d6TIpO3KFvvJT1XPg9OAqtGgPK5p5bGaDBegz7D8/z2luXJ8fvAqDg/DnmK6TJ1UY1k4HiL675BY9pu4LS0GM2ZjGb9LIbKoTFNltSSLImT/SILh+k1cUrfUUnGLdfvj4lAliZMf6wfhpqISmOVTntNmGUNcZY1RuloiNFeHZ5SNtRvmGzLFtmbKzJg+lm3nuEyNJxj18EJ9vekfd1TafW73nHrIU8S/HvXS/IU3Lvj+Tog4CBl2arUlRWHkiUr5Owj6nXwHSa+nPiZw1HNl5moLhMNMomjmoQH5E2HgVSR/SM5Doxkyw5OTwj6TA3kPpjz/XPJ75vSfCsxOfeWeEL5OSAIPq/JBDKUDuanGeSoPqbREmS8tCRCtNeEg0eExrhedmY4nseBgsHObJFx2/YzvYbz7OtJs+XAGKmMCU75h5w+H5U7Z4ZrolCh8yv0P4Dt+mPN8vx5ynb9+3D8h+AG/elUyOhxQJVEQqpEWJUIqRKhIDvYcoIAVOBIn8hbZee+J+C3TxWDhzTJzWRhKsepeI50lFYVbF+ugoeQmc7D47pMU1WIpfVROsrzVJT2mkiZu3meR49hsTmdZ3euyIGCQdF10QUBN2fT159l574xCimj/NudyO9VwqRsib5saZKvx/1GBMeSrmTq9dK1kqy5IOSsI45N8OfoZCUHj6gkIwrJgHsnwv55PCRj2h4jWYPdgxm296XZ0Z+mN12cKiNShcxIwtFfK81tiujfY4kveh5C0fHnqRL3m6HfSoioEvUVHLw5oQfOw1D5vCo0WfHRnS7wRPeEz8N7xtnen8Yo64lJHVDy9nhHG18waUeU2l86Cvh6LR/YQflAzx2HntUVf/6tj+nUxTXqohq1UZVEWPUpSFDO2z2WpzfIYksV/EQAT8TXaepUHl6WlyPxveD5NL5n+PcgpoI5KmVCcWZ9XRtVaUmGaQ04Q3uNz8EXVIdpToSmZJUZrsuBgsG+nEHXaI4DAxl2HEqxszuFZTplnuff1OQ8cqTeKM/LJY5Xeqii/5u73lQ9Z3mBvqvUf76+O1qPiwLEdCXgcv68JIkCluMH4S3bI2+VuLg9Y+BzkkNU6Lmy7gv4hDpV3yEIfK2lkTd2Hnm/gOcSzhhH3R//+EdyuRyvec1r2Lt3L1dddRW7d++mpqaG66+/niuuuGK2vnpO8efmqBNdj4jgL+9vCB4z7a2mCALLQxprY2HWxsN0RkO0hzUSshREoz3yrsuIabM/b7A3b7ApnePxdI6e4onv6iMBqiCgIKAKoCKgCAIyIAVHC8i5LmnPJTtLYiADzYrMQk1laUhjSVijRlOoCalEJH8nQe8w8ml4HuOWzbjlMGLaDJoWg6bFkOGfD5sWhZNNMToJxAWRdkVmsa7RpCs06SrNIZUaXSGiSIRFkZAkookCpuuRdVz6DZP9eYMDBYMDBZODBYOugok1e+rmqBCApChSK/ntjUsSVbJEtSpTo8rUagoNukJjSKVK8V/zPMg5LoOmRXfRpLto0ls0GbVsRk2HCdsmbTukbee09UdUEFiiqizRVBaGNRZFddqjOglVJiKJRAJibXkeOcelt2jSU7R8QpA32F8osj9vUnBPTVbnqUBIENAFAV30x1BIFIlLIjWKTK0s0xhSWBDWaAlr1CoyRddl3HIYs2xSwe8/ERyztkPOccnYDhnbIWu7ZByHcdvhVNyxjJ+5cDgEoE1RWKGrrAjrnFUVZlUiQr2uEBJFREHAdF1StkN3wWRfwWBrtsCTqRzPZAqYJyEXMqAEek0VfH0nManjPHz9lvFccrMkd2FBoFVRWKSpLAlrLIloVKkyVZqCJvptcDxwg6h66Wh5HqOmzbBpM1TSb6bNoGExbNrkT+P4rJUkFqkKy8M6q+JhFkZ1ajSZuCKjVjiULM9j2LQZMEz25A12ZAtszxXZnzfmTK/NhBACMVEkJAqERZGIKBKXJWoUmZaQyoKoRpOuUqvKxGWJtO2U5Wk0eIxZDuPWpH5LmQ4p2ybnuBQ874h+klOFBklieUhjRUhncVhjVXWEtrBONJhnbA9yjsOQaXOwYLA7V+SpTJ6n0vn/z95bR8l1XWnfv0vFVV3NqG51C1vMZMmW2ZLZMYPs2I5jiMMz73wzk6HMJHkn7DgxxCzFKLMtyySLLWapmZm7mC58f9xStdqSWTR+51mrVzVU3zoXzj57P/vZ+9Ae+2q7AIoc9hOG5pKE6UsIQNgwCBoGsRNw9lYECpN+whi7lSK7hRybgteqICUDZcMADYO4bpAwDBK6QfyI14imD93DuPnVHU/QF1cJn4TnM1eSGGezMtllZ2qaOY9ybRYcR5CoYU2nL2HO8+pwlIpglIpQhKpQlOhJ9Gm+CgTM58MqCGRKEvmKTKFFodhmodRhJcMqm+pKSUQTIKobxHSduG4Q1XViyZ8jmk5Y0wnrOt0xlcZwjNZonAFN+1pPlgAogIyAhsGx9iW1CgJjLBYm2a1MdjuYmuFkjNuOS5aQkqrSkGb64bXhKDVJP3yHL0xn/MvPKwXT91eS8+rw91Ly9xKmHx5I+uGRE/ScZokSIy0Ko2xWiuwKOVYLOXYFj1XGIopIybHpmIrlw/PLr2l0xZJrUzxBZyxBVyxBZzyBX9X4FP7vuEPEnF8jLRZKbRbybRbTF3dYSE/6GDZRxCYJyIJASDN9jaZInLpwlLqULx6j/zgodb8qBCBTFEmTJJyiiFsSccsS6YpEuiKTrsjk2S0UOixkWhQyFAndMO3GgGratP6EllqnzJ/N73tiKn2JBKGTYEfcgsgoi8JYu5VSh5Uyl40Sp410q4xDEnFIImrSLg8kNFqjcZqicerDUWrDpi/eGo1/ZZ9U5IhcH8m80HE5MxMy5hqYIUrkyTLFNoWRDhvjPDZGOm1YJBEDhvyDpN8dTn5FknYuqukENY1QQsOXvG/9qoZf17+SrXtodBFXjsg6jmd66nDaEHXHQn9/P+np6adl/fXxwjePqPshfz3ntqN+v2JyKQvS3cMcMYDBhEptOMY2X4itviDbfaHPXByUJFn1qYueoSMlWpDjzciJNiQjxqyCMynKmElL1CRRmiPxrxTsHgmLIJBnVSiwKuRZFbItMnKy7MAUpQmHE8qISXmxaTCT0mIDwrpJjtRHYtSEYiecELGLAg5JwiWJuGQRhyiZhI0sYk8SHxZRxCKaDqYl9TuTGElXZDKSi2QsSUpVhqIcSjrQdeETEZYM4fD1lBCwSQLW5PhsScdDFoYXLR9pNiyCkCLVvLKMN/m9TRRpjcZTjklDJIb/OJUbfx7sooBHlpLXVSZdkchQTBLNIYk4RPPV/omfHZKUWuDtokjC0OmKqVSEIuzxh9kbiHAo+NUInWNBFqDYZk06dRphTSeq61+ZcHRJItkWmVyLQn5y/uRaFHQgoA4nAfriGr2JBAOJrxeYfFkIQKYik2uVybGY48uyyLglCadsXnuT7JRSpOeRPzskEUkQCGtmJnSHL8RWX4itg0HaPoccUAThM8kcQfMjx5uQE20oRpAp2dMpzphFR1ylLZqgNRYn/Bk9Tr4IbKJAvlUh32oh36qQqciohhk8mkGkMVR+wJC9kwQhKUwT0AyDjlgiRbyf6FklQOraD70O3Y/Dc+jI3zk/8d7Dv4vqpmqnOhTlYNCcT593374oJCDHqiAJJjEZ1w3iuk7cMIkVcdiaIRwpTkqVaWlJIkYzIF2WyLEq5FnMuZRvVcixyCb5miQ7+uIqvXGV3sTh18RJCxyPNZe8ipSaL44j75koHnG/ht+7uG7QFI2xLxBh62CQbb4QNeFjUQzDP/szT9PQkRLtyIk2HASYmDmBvLQJdMSGSOGvux64JJF8q0JBci6lKxJx3UgFKCkCLRmsHS4LAzOgMpKkdUjTqQ/Hjptd/yxIAmQoMpmHvyxD37skEat05No7fC0+8tUA6sIxDgYj7AtE2BsI0xz9Yn2FP3N8qKQLfopsdnIcOQyqOj3xBD5VI6DqX4sMz1Ck1HOaazXXKUkQGFQ1BpMJn4Cq4U8mdiLJ9fBkk4eyAFmKuS5lJ+9PhmIS6mmyNPxVMV89yXllik6GHKTBhMqBYITtvhDbfCF2+cP41M/2w9XPIuENDTnRjBxvRkp0YBMN5o+4AI9jDM1JIqLta5APh+GURAqOmFtpsqkWPZzkMcVBh8vJzZLLpIAV/YhS5ZCmcSgYPS7P5heB/fDckcz5Y0smsA/Pp8Pf20Vx2FqVpiT91+Q9jesGrdE4h5Lza18wfELINVk4uiWQJGDGCqKIJZk8tSRLLj8NDknEK0t4lSE/3CubCtKmaJymSIzGiPl6shLaiiAkbZzpf2ckSUD3MXy6wz+75KHvbclyzIRu0BGLUxWKssMfZqcvxKFQ5Lits3ZBZ7TTjkWUUjYoqOmEvqKvJwC5FoUCmxnHFlrNhJwBRDTTth1ObvsS5qtfS76epBjpyLFmKqadM79Mu5djUVK27/CcOGzzrOL/jP6XXwSnNVH3/wK+aUTdv/zLj3n07GWpn4VggvZLZn1hstUwDBoicXb4Q+zwhagMRWmOxI+ZobMIAiPtFixqJy29ayFSiRyvJ1sMU2jR6VdFWhPmZD1vxJn8evEfkUXZ7H+QDIpiyQxmNOk0R3SDaJLlV40h59kiCEkjLpFvtZChSMeVQNYNc8GtCkWpDpsBYlMkRvhwtkEfvmW4+QqyIKTIMzMYUlIkSK7F/NkrSzglU414IhHWdCpDZlleTThKbzJL35/Qktd2KIMS0w0UQcAliWRZZMocVnJlDUntxGEMMsmTydn503Ap9mT108kh6w3DoC+h0RCJ0RVLpDJAPtVUjQwmXwcSpjLLp6r4VbOkz5FUdhXbLBTbLRRaLWRbhkg4T3IBccsSbklCOYH3I6brVASj7AmY5ScdsQRtsbipmNB0gtrwYMYuCklSRkKNNtHSu4lguBZJ7URSe5mcUcY/zvt3JmdPHnatjigwOrLaZKhPDEf0ncJ8Xu1foYG0lsw2+lQ1pTKI6AZhzVT4HFZbdcdVeuKm0qo3oWITBdKTi3h6Mojxpu7DJ4k20wHLtshkK8oJmy9dsQS7/CF2Jkv0m6MxmqNxYsdwTPOtCvmKTs/AVgZ9O1DiNYhqN7my2Z+wXzOv5bSsch654CkciiN1veK6gWoMKTSiupm1jCa/TxxWAyT7xBwminOtCuny8bVv0SRhWR2OUhOKUROO0hqNpxQkqmEMkVKpZIdJyotJRzrbIpNjkcmxKslA2nTYPLKUJK2FE2onBhMqFUniriIYoTIUZSDpwAY0DfWI+SQipJzKAkXH599Ne98GAsEK7ASYkzON+2b8mIlZE0/YeD8LhmEwqJoq7L6ESlDTCSbPYzCpzj5M6vXEE/QmFXNp8mE1g5Qibg4HN27ZVOO5paSNS/6cLssnbC75Eip7AhF2+0McPDyXInEGjkEyuCSRUrsFId5OS+8a9EgVSrwBwYgl02fmGKdmjufP5z9GmjUNONx70exFpBumP2DOJSPlN8QNc64ldAMNTAV2kvBxy8dvoxM1SSBXhaJUhsx1ti+uJpXaeqqHnEBS9ZcMnhXBTLgd/t4qimQcvoeWowm5NFlK9To73uhPqOxPknZ7A2GqQlH6k2vqkRZQBNIVmSyLTJYYpbN/Az2Du5ASLUhqN8nCcErdhfz+nD8zyjtq2HWCIyuHh458rPXqMEzy4asFeIZxpD9pJjUCqmYSU5F4iohojsSJ6jqiICALmETHEeSmRTDVThZBGJaQy1BkimwWimwWCm1m8uRE3SPdMKgJx9juC7HdF6ImHKUpYlYIfBJ20fTDhXgrLT1rEWPVKPEGssQIeYpBZ0KgL7lO3T7hZn446+/N6pDk2nPkNYtqOjF9aI06rAiNJZMZVlFMPacF1uM7t8C08ZWhKBWhKFWhKN2xBH1JclY9Yo6rhmFW2wjJ6hvR9GVzLQo5VnNtyjsieeJVpFRC2XYC1ynDMOiMJ0z7kGz/05tUow8kfafoETGPZph+q0eSKLQplNoV5EQXiWgDXiHIvOwyLhixEKts/fwPP87n0RVXaYrEzDU2RRCZpNGAmvTBk+ru/oTKgKql/HBvUhWecQz7dqTdy076hCfqfkQ1nUPBCHsCYSpDUdpjCdqi8VQlwJEJVQFwyyJFVgsZUoKewR20D+xCVDuQE50Iug+nbOWns/6Oq8demxqzYZjCFc0w0DCGJfP0ZDLP/Nm0dIpoPrdeWf7KMYiWVGUftnNBTac1alZDNUfjtETiNEXNZ+8wUXlk8sCVFIcctm2Ow8S0ZMYHdlFMJiAUspP38UTHr6czTiuibsOGDTzyyCPU1dWxcuVKCgsLWb58OaWlpSxcuPBEfvQpwzeNqPv3f/oRD513a+rnZwsKOGdcztc+bkw3MwdRTUcQwCNJ9AUb+Yd197F/sA2AEYrG5ZkK8/IXYbeOJJ7oZFXjap7tAw2Ba0ct4WcL//trj+V0hKqr7O/eTYuvBqc1jRl5C0i3pZ/qYX0qdMNIOZkHevbwx+0/Z2tP9TCnOU2x8f3p93HN+FtPa1WtZhhJxcvpO8ZjIZ4M7A5n19c2vM5/bPkveuLmxgQiBh7JwK8J6JjlXf809++4Zvwtp3jk3zzohpEishO6kVIXPbHnlzx08AU0w0ARDM50qVyUM4Ki9EloWoS1rZtY0WsQNQRmZ43jkSXPoYj/M3Z8/aYjpsZ4eMd/8Ez1m8dUQQnA96bczl3Tf3TyB/cNh2YYqdIaq2gSHi2Dlfz0o+9RG+wBoEDROcejMSezFItoYWNPNSv7JaKGwARvMU9dvBK7bD/FZ/L/DrQkCQKmelQWBCKJIL/a/FPeaNqMgbkmTbJrlFp0QrrAlpBMUBdwyxYeu/ApJmRN/uwP+V98LRxOkkV1HYso4JYkmgcP8ncf3U99qA+A0VaNSzJszM4/A7utiFCkgefr1/G2z+wl/ZPp93DblHtP5WmcMOiGTt1gDb2hLjIduYzyjkYST/6O5F8Uh/3wmBbjr7t/y3NVL+NXh6sKMy1O/nXBv3N2yYWnaJRfDLphHHODgdMZh/0+iyAiCxDTovx689/zUsPaVCw0QtHIkg1aEyI9qkl4Xzf6Yv5pwS//R53r/+Kr47Qh6l5++WVuueUWbrrpJpYvX86hQ4coKyvjwQcfZNWqVaxatepEffQpxTePqPshD513W+rnD8aWMqkw7bh+hmEYvFPxB/5t5xNEdLAIBldnebnQdR1tOwM0HzxANODH6nRSNnMaDSM+4OGBbgD+z7Q7uXnqD47reE4VDMNgV+tbrDjwOJt664dJxSXg/ILJ/NPCB/DaT886/e5AA/+9+f/wXmdFalEqUnS8kk5LQsSXzMJeUDCVX53zJIp0ehMQmhZjfd0K3q5/i9pAJ6phUOjI4Nzi87ly4n0okuVUD/GY6PJV8J8bf8La3hYA0iWdpZluLiw5mzR7Pm0DB/hr3UZ2h02H8x+mf4ebpnz/VA75G4/2gQP8w7r72O3rB6DcpvPdknNwdEyl7VAT/W2tyFYrRRPG0Vu0kd/2VBE3BC4smMavz3vmG+PAxRMBNtQ/ywfNa6jyteBPxElTbMzNncK3p/8T2a7CUz3Eo2AYOu9W/Jnf7n0ypQQfZdW4KDufiRmj6A338Fp7FbuS8+mW0Rfy92f85lQO+RsNTUvw1I5/4C9V7xE3wCEafCsnnYsyrsNX56CvxUz0ZY0soDfrA37Rsp+IITAvazQPL1l5WgfaXxaGYTAYaqbNXwOCQFnmTBwW76ke1lEwDJ23Dv6RX+99OqWOnOOEZWVnUWA5Ez3sRrRo9LCG/6pYTXNcIk1WeP7SlynylJ7i0f+/AcPQeGbHP/FAxdupeXV9bjZnKVfTunuQ1kMHiQT8uDOzGTVnIus8L/JqIIIIPHjWL1g08tJTfQrHBYahs7PlDV6oWM767tphPVMzFQt3TLiOm6f+3Wm5JhuGwarKR/jdnsfojpttBLySzlirjiTAoeiQH37vhKu5Z/a/nsrhfmE0925jdd1LNPiaMASB0d4xLB17KwVpY0710I4JwzDYWPskP9/xJzripmp1il3nhpLpTM69AAkvEa2epw4+zRsD5t9vHHUO/9/CP57KYf8vThJOG6Ju+vTp/OhHP2LZsmW43W727t1LWVkZu3fvZsmSJXR2dp6ojz6l+KYRdf/2Tz/i4SMUdWvLyxifd/zOKxSq4+GPv8czbS3oCJTaJH6YdyMd73XSUVuN5nChOdMwBAE56EMOB7B7PPQs7GIl3YjAnxb9M2eWXXfcxnQyYRg6fYPbWV31JK82b6E6MlTi4xAN8hUIaQadycxLliLxp8W/ZlLB+adqyEchEKzhmV3/wTNNuwnrpvMy2yVze/k1jPWeg2DYiNLI4/v+wKvdvegIzM/I509LXsUqn37bbatqiA1Vf+KBA89TGz12f5BcReLvp32b88u/f9o4bNFoOy/t+hkP12/Fr5ndE8/LyuXWrDvpqwjQXnWIWDiENzef0tnjeSb0Jz70BRGAf55+G9dO+cmpPoXPRTzeT3vPR+zv3kFPtA+LaKXUO5by3IV4PZMRRfnzD3ISoesx3t33b/zXgTfxaQIyBrcWTGZq50IOfLiWWCSK5nRjSDJSNIQYj2GxO3Ccr/BHdS8GAstK5/F3Z/71VJ/KV4JhGITCtexpfpVVje+xqa+Tfu3Y88Uhwt9NuY5vTfmn02JO6XqCg00r+P3uv7A9YG6T5BYNbiuby5nytXRUNhPo68HhSaNgwghe9v+RF7vMBNJ3xyzmvvkPnBbn8WlQ1SDNXat5t/5VKgaa8atxHLKF0Z4SFpdcwJQRVyHLrlM9zGFo79nAzzb+lG3+MADjHAo/GXE7re930Hxgr5kgkiTQzLIpq8NJ+gVOfhPfhorAZYVT+a/zVpzKU/jKMAyDaLSF9v4dbGn9iN29hzjk76E1rqfKfBXBYI43ix/M+gfKCy46xSM20dr9Ib/8+J9ZPxgEIFOG+0efT3H3HHa/8y6Bvp7Uex1pXsZdNIX/G3mGdlVghM3Ks5e+ideRf6qG/5Wg6zHi8X40LcxQMa6AJDmQZReS5EQQTp+eS90D2/n39T9g/WAAgPEOCz/MuY26t6vpbmpAc7jRHG7AQA4MIMWiePNy2THjIBsJ4RIFll/0CKOz55/aE/mK0PU4nb3reaPqGVa17aUhNkTOWQSDdMlgQBOIG+Y8m+vN5g8XPo/L9vWri44HdD3O3sYV/G73w+wJmhUUaZLBTSMmcEnpHRDOQhQF4tZafrv716zzmevZbaMW8uMz/nJarlOGoVPR+jIP7PoDHw/6+OQe8xIGi7MK+bt5/0Vh5qxTNMqj0d3/MX/Y8v/xdo8Z67gluG/0YiYGz+HQ2o101deiaxo2l5vxCxewJ2c1T/U2A3DvmLO4e/6fTsv78UkYhkEk0kQs1klcDWGRnShKOnZ7MZL0v8r1z8JpQ9Q5HA4OHTrEyJEjhxF19fX1TJgwgWj0WPuD/s/HN46o+8e/5+HzbwQgq/tJ9l/7h+NiRHRdpb7xz/xhzyOsC5gZ7nM8o7io+ywOfbQGXZKJFZahOtzD/s+tRjFqDmC126k8s4v10gAuEZ4677eMy7/ga4/rZCEYrKK+9UVerXudjwYiqZ4fIjAnPYerR1/OjIwLMaIKFqfE5s7n+e99f6NPNXCKBv8142bOmfB/TplBNwyDgcEtbK56kEcbdtMQN+9hkVXh/tE34KnL5dC6j1JOuNXhZOz8hfSMbeTXTe+iITDL4+bBi1bitBecknP4JGLxXiobHuXhgy+wKaBhJHcrW5hVzPy8GVglhb3de3ivs4Zg0o9bmpXF/7foz3g9E07ZuKOxTvbV/IEHK95kd9h8jvItVu733khoSxdtlQeP+X8F48ezfeJO3o/0ImLws6nXcvW0fzmZQ//CGPTtZEf171neuIt9YRH1E06bVTCYYBdYkD2a88quYETexVgtp1Z56vfv58mt3+Op9j5UBPItVn7kXEbzqh0EB/pJeNJJ5I9EO0Lhk6bH0ar2IUkS4oUuHmMfAD8aewbfnvfQ/xAHTmdwcAf17a/yTtOHbB4M0pIYOkebKDAvo5DZOVPIc+bR6KvllcZNtMVNUvzGghJ+fNZTp+z+aVqMlvbneGbfX3ijL0zMMLuILskdzzXWGzj0zkf0NDUc9X95o8bQNLuZ5/zVCBj8YPQcvj3/0dOOPI7H+6lvfpwVh5bzzqCeCj4/iVKLwaWF5Vw+4V6yM89EEE6dEi0W6+bjg//KryrX05Ywd5lfVrCISfXjOPjRh+hAIqcQNSMXDVBkCXckQLz2EIIg4Do/gwflXQDcWTaX7y/86/+IuRSNddLT8z772j9kc9c+DoSiNMbEo4JWm2j2aIslPXqLYHBP6TRunfcgiuI9+QMHAoFDvLvvX/hLY0WqxOuy/AlcyTXsev1tAr09GIKIkZaBPSMTva+HRFJxXDR7PA/kvIvfgCkuG48uff208ROOBU0L09PzAftbX2dr135qwwEGVIGwLqBhUnUyYBENLAJkyCLjPLlcVHop40tuwWLJPCXjVtUgOyv/g//c/xaNcQkBuCFnLlNqx1G5cR26YiFWNArVNpRQFQB3cACjpQ5XZgbvza6gWoySr4isWLqCHO//jHJlc53aRmXzC7zS+CEb/Gb5NQz54VeNvpS5eUuRdScRoZOn9v2W55r3oSEwxibxwDkPUJR95ik7B1UN0NC8nCcOPsG7A1EShtkP9pK8MXzLfhPVH26lraoi1cBRsdqYdM55bMx5l5d6agG4sWgcf7/4b0jSye1b92kw19+VPLHvQd7uC6TWpzK7g0neIkDnwEAz9cmNQpyiwV1ls7h59m9P2TwCCAQrWXPg3/lL/T7ak73UF2aUcJv92xx86z0GOkyl9xBtb8KVkUnP4hAvRKsQMPjJ6JncMv+viOLpWbETjbazt/ZPvF6/mkPhGG1xkaghIGHglgxyZYMCm42x7jym585gVNZc0jPmn3J//HTCaUPUlZWV8eijj3LeeecNI+qeeeYZfvWrX3Ho0KET9dGnFN9koi679Q/sv+Wpr33McLiBHft/xJ8bqzkUlcCAO43zkTd1EA0E0GwO4mUTzQavksSkSZMQRZE9e/ZgGAaZqMQr9mBzu1k3r4EKJUSBYvC7eT9gQukdp1Wm8kgYhkF//wb21fyWtzqqWB+QiSYXIaekcGnxQi7zXs3gwQZqtm5OGXaA9PxCxpy3kN+E/0J9JIhVMPjxqElcM+fhk+qI63qCrq63ONjwV17uqGdzUEbHbJx8e8GljG4s4NDaD1HjQ7v3CYKIYZjMltXpJGPJWH4dfg0VmO6U+N05D5OVMe+kncMnz2dwcBttna/xTv3bvDYgEkg6a4uzJ3CL62b81c0MdnUiShJZI0rInTKWR9t+z3tdVQCMtur84+SrmD7u/5xUBUoi4ae+4QHeqHmWl/tFQrqAaMCN1jMpPGChq7YGAFGxkD51Nobbi9Vux4NK/Zp3SUQjeLJzOLCglTWJDmQM/nnieVw54zenDbkwMLCNqvo/8krzDj4IKCSS8yXTYiPXlkZci9Ma8RE9ojzFJhjMcmqcnzuW+aNuIzf34pPq9Oh6nLqGB3lk3195129ex7OkccyvKqGzusp01ErHE7SZz4rL5cLr9dLa2gpAtlUmumcLoiTjv8DGSuEgEgY/K1/AlbP+hCieHg71J6FpYVpanmF7/ZO81+9nZ1hK3S8JmJlZxiXFlzE2NJru6moG2ltR43Gc6RmMmDyZ5+LP8FbnfgDOS5P4hwX/l9yck9dHxzAMenreY0vFz3mio5+6mElMjXPmcqflOtrX7EjZZNnuJH/mXBzpWUjRIDUbPiIRjWB1uuhebPCqcQgRg/tHjua2M5Yjy+7P+uiTglish+aWx/iw9lle6tPpTpInhXYPZ+RNI8+Ry0C0l729h9jv60oFFFmyztIMJ1eNX0bJiFtP6rkYhkFHx0pW7f85j3WbgXSaaOFH4vW0v7+deCSMZrWjjZ50zM1b8hw2Qjs3Iggi2oUenhH3ImDw0zEzuHHOX047xSAc9hM2UtXwZ95t282WkJwK/A6jwOZkeuZYZuXPZ6Z3Ec6EA0mWqdUO8Nud/5eKgEl4XeSV+cn8X5CXs+SkjV9Vg9TU/ZqnKl5gtc/0DzIVOz/23k7/h/voa202+9MVlRL25qBqJkEvCAKjcrPoWvcu6DqZk0v5U9Fa4gLMdVv4zbmP402bdtLO44sgkfDT0vIk62oe560BlerYlyOzJQwWewTumnwH40rvOalkyeDgDtbs+REPtPbTp4m4BJkfSdfT9f5O4pEwqtNNvGQ8mmEgyzITJkwgEolQU2P6FRmhQRLNtbhzs3l+2h56JJXxdoHfLfoFI/IvOWnn8WWh6wnaO15iW/WDvNU7wK6whJakTbItdi4feS5nW86nd18NdTu34u8xVdKSLDNy2kwsczL41+ZHiOoGRYrOr2bdzpQxPzqpcUcs1k1z82O8W/s8K/u0VKJ/iqeQ263X07pmO70tTan3u9IzUBMJokFTMenJymHgbIPloR0AXJubxd+d/Rw2a95JO4dPIhJpob3jJTbU/Y1ne6J0JG1euTuHewruIm3ATqCvF9liJaeklHZvC7/a8ztao6a6+gy3wE9mfI9Rxd9GPIl9fWOxLqpqf8Xfat7hXZ+MhoBbsnC/83piGxvoazXVckJ2HmLJGAZDERRFYWRBPpF9W/G1t2GxO2g/F97SK5Ax+GlpGdfOfxpFOX36kodCdVTW/5mnalazISCm5sznwSvpTHfoXFQwlfnjfkh6+qmJ9U4nnDZE3S9/+UtWrFjBE088wfnnn8+qVatoamriRz/6ET/72c+4//77T9RHn1J884i6/8PD598AQFHDH9lx+5Nf+ViGYdDW9ixbKn/Jo90GHQmR3ICdq5qmEGk2S6GdxWX0eXNIJFRyc3O59tprycw0syR79+7l1VdfRRAECmN+fHVV2NO9vDqzik5LlFxZ5wclJcwadSdZWWcfZeQ0LUws1kM83kM83guAzVaAy1V+wg374OAOaup+w+utu1ntU4glA9hiRw7XpV1GfpuFxp3bU04BmASXzeUiGgymiK68seP4YGIlO2LNSBh8J8/JzfMeIi1txgkdv2EYdPespqr217zX3ca7fiVFMl5oncX8jjKatm3HSBImuWWjGXP2hUjpmThdLmzxKJtfXEFnbTUAmfPH8yfvu8QFmGbX+dnMuxhdevdJISFUNUBv31p6ez6grnstG31RtoRkBpPOTqklh9uFK+jbvI/Bro5jHiN/zDiUs0fy3+2PE9U1PKLOnXlOlk79N3Kyl5xQtYZh6HR2vsruql+xvDvIgYgMBsyKFLGwqYzBBtNBky1WShaeTa0/QjAUGnaMGVOn0L32HXydHdg9aRxa6GMdTVgEg5+UFHHpjN/hdp8alaCuJ+jrX09T0yNs7tzNq4MWepOkwhzXBG5wXY4zKJrEiMNJWl4ePq/K2oEPeK9lLd3RQOpYE20aV2R7OGPMPRQUXH/CA6FA4BC7D/6ER5sb2RuRsSREbuiehbivB8PQkaxWrNMX0OUzx3jWWWexaNEiZFmmoqKCF198EcMwKHMo9Oz8GNlioeEc+FCswSEa3Fvg5bzx3yMnZymKcvT6Yhg6quonHu9D00JYrblYLDkn9HnU9Rht7S+wq+ZPvNYbZGdYSpXilbryuTJjKWUDmXQdqKCt8hC6dvROgwBpObnEzs7h4cBbAMxyqPx4wmWUj/vZCSdUAsFKaqp/zvtt21k5YCFqCDhRuJNL0bc1E+hNKoOdLtJnL6RpwE88bmb0JUli/pzZdK1/n87aKkRJoucMG2+6DiFh8N18D9fO/L9kZi46oedwLOh6DJ9vD51dr3Oo9TVe6zfYEzHJ42zBw+2Oq8jqkRjs7EBTE9jdHnJGjsIzupj3E2tYWfcmQc3sy5ev6FyRIXPBmGWUFN+JohzfXrWfRDTaTkXlP/JG88e8MqCgGwJzgyXMrsoh2G2uk+6ysfS6MoknEng8HpYsWcKoUaPYu3cvq1atwjAMxniddH68DlGS6TvXwutyBRbB4I48J5dP/CG5uZd+5vNlGDq6njgpJIrpJ/yWt1t38Z5fSSWNZEFkTvYkFqadyRi1EK3TR3djHd2N9QT7elP/L1usjJm7gL2lrTzb+wEA0+wqPxx/NpPH//yEK056+9ay++A/8XjHAAejJml1sTSHCYdc9NTVAWB1uREnzaI7aQPT09NxOBy0tZkk+KRRZbSufgVNVfFMKOYvxRtQRZjj1PjJlJsYPfIeLJaME3oenwdVDdHa+jSVjY/yWm+UzSEZAwERgelZ45iTu4Biawke2Y1oCMiyQkLQiJEgooep8x1ifetaagKm35sl69xdmMG5k39OVubiEzp2XY/T0PAAH1Q9yhN9FsK6wIRQDufVjsLf1g6Ae1Q53XYPqqZRVFTE1VdfjdfrBWDNmjWsX78eq8WCt6OecHcn7hF5PF6+nbCsM8qq8YOyKUwqvYOMjDOQJEfqsw3DQNOCxOO9xGLdJBIDiKIVu70Yh6PsBPtNGl1db7G75ne82tXN1pCUUqZO9pRxlX0prsYo9Tu3EfH7hv+zIAxtKwyMPPcMfm9/CZ+eIEfW+f9GT2bRtD9htWafsPFDsl1B82McaHiMF/s09iZteY7k5tvCpUS31OLr7gLAYrcz/uwLkAtGEo7HycrKwisabHjmr/i6u5AtVtQL83hKWw/AtzIU7pnzc3Jylp4UtbGmxRgc3EZf/zp6e9dR7Wvgfb/CvuQ5ZeDg28ZS9L3tDLS3HfX/is3OxLPPY3tRNc+2vYeBuUZ9tzCXxZP+lczMs07o+A1Do7V1BTurf8uTPSr1MVN0skSdxvhKFwMtZo9oi9OJfdp8WvsHjzpGTk4O3u5mOioOIFssNC2WeV+uwCoY3Fvo5Yrp/5eMjDNO6Hl8Hvz+fTQ2PcIHTe/zyqCS6nFYnlbC5TmXMdoyEodgQ7AqBOUYzXoLlf172ddzgNpAe2p3WgGD+U6Vm0umM3X8P+FxTzqVp3VKcdoQdYZh8Itf/IJf/vKXhMMm4221WvnpT3/Kz3/+8xP1sacc3zSi7t//8R94ee4F9Dk9zNnyd7z6zx99pePEYl1UVPwDOzo28nivlVhMZEF9HqX1VjAMFKuNiRdfyda6JuLxOCUlJdx4441YrcOd45UrV3LgwAGKCgsRK3Yx0NaCKzeH16ZV0Sr5sQgG57gTnOFSybRnIUkuDD1OPDGApkUI6TCoCfg0UyLulQwKbA7ycy9mxIjbcLnGHYerNoRA4CB19b/jYOc6nuu30JQsEZ2ml3KObyKxyjZCA/2p98tWK2XTZjFm7gJKp8/G6nAQj4TZ9+G7fLzyWeKRCHZPGvULBd7FVAdcl65y1ZgrKS29H5vt+JeHDAxspbbu/7K3Zz/P9VvoVkVEHeYFypjVno+/oTX13pIp0xl/7kXsqq6jvr4+9XuXy8VVV15J27aNbHvtJQCcJXksH7UTv01lrFXju0V5TB51H7m5lxx3wk7XE/T0vEd7x0v09W+hKqqxOShzIDLkrOUnPFzim4mwv5N4xLRZNqeLCWeeQ/bIMnRVpbXiANVbN6ElzOC1aM5MXszZTLXeiYjBkrQE1xTPZfy4f8PpLDuu5wAQCFRQVf2v7OzazfJ+Cz5VpGjAyQWtY9FbzedIVixMvWAJ7nFTeGv1agzDwOv1MmPGDAYHB9m1yywBO/vMRTS/+wbdjXUodjtVZ8RZb6nHKhhclxHnguLF5OZcgtc7C6s1L6mMNNC0EImED103e6HIsvsrkUGGoRONdhCNthCJthIONxIKVTM4uJOWsI83fZaU4rY8kMM53eMIVTd/6vFcmVmMnDqDRLGbNWzjw+5NmN2bDM52q1ye5WVM6d1Jws72Fe/AsaHrCRqbHmJP7Z95rEeiJS4xts3NwroC9JDZ5mHsvIWEckdQWV2DJElcffXVlJeXDzvO+++/z6ZNm0hLS2NE1EfTnh0oNjt7zoywXW5CxNwp9lyPSq57JIqSiYBAQvWRSAySSPSj6SoBHVRDwCUaeOx5ZGefT1HhsuP6TOq6SmfXa9TX/5GP+rp4fdBCzBAQNVjCHKb4iwhUNRHs7x32f97cfEqmziBnZCkWm52+1mb2ffguYd8gAGlnTOTPrndQJYPxNo3vFmQxrfzfycxcfNwDiERigLr6P1DT8iwrB2R2hWVkVWBx7xhG11qJ+v2A2Ttr+tLLqfFHqEvaNa/Xi9VqpavLDIzOXLSI8P4dVH28AQDfdBev5h1EEAwuSUtw5YgZjCi8gYyMhSeEaFDVAD7fLoKhakLBGoKhSoLBanoTKpuCMhuCMglDwB2WucI/G9uhfhKf0YLE7vZQNmceTSUxnu59iYBqzvfJdpXrsyxMKr2T4hG3HXeFnWEYtHe8SEX1f/Fib5yPQwpev8KSxtFYW0277PSmU770SjYeqCCRSFBcXMwNN9yA3T7UG+ejjz5i3bp1OJ1OxsoatVs2IkoyzWdZ+MBWgYDBQpfKUq9AbtpE7PYRiKIVTQsRj/eRSPQTj/eTSAwAOpLkxO2aQGbmYvILrj6upTyBwCHq6n/Hoc61PN9vSbWSGK3lsZT5pPeK9NTWpubIJ+FI85KIxUhEzXskKQruRRP5i/VN4oJOsUXj7jwHsyf8K7k5l5yQeVRd85/saXmdx3ut9KgiuX47V3VOJ1KbVKFarUy58FJqgjHaOzqQZZmLLrqIGTNmIIoiu3bt4o033gDgggXz2PbMI2iJBI5xhTwycjOaBGUWjRuzDMbnnok3bSY2WyGSZEfVQqgJP6rqI6H6UBN+RMmK1ZqP1zsLj3vqcVGJx+P9dHS+QmPjI+z0+3h5QMGvi1gSAlckFjA2kIOvqYVgX18quXosOL3p5JSOQh+dwSOxF+lUfSiCwVXeOJeULGbc2H/Bbi/62uP9JIKhGg4d/Alruip5vt+CJSZxXkMpmfVm8sTmclO+9Eo2HapC0zTGjh3LNddcg6IMJbJ1Xeexxx6jvb2dCePG0vvhW0QCftJGFfPkmK34xTgu0eBCT4I5To00ez6i5MAw4sRiPeh6hEjSD/drAhKQJRvkOLLIz7+awoIbsNuP36ZChmHQ2/sBtXW/5aOeel4bsBAxBAQdLlBnMN1XxMDBWmLhoWSmzeli1Kx5jJk7n8JxE7E6HPS1NrPtjZep2GDGQOkjS3h53D6apUHSJZ278yycMeYeioqWnQD/QqW940Xq6//AlsFBXhm0ENIF3BGFqwJzsB7qJ56Ms+2eNGYsuYyoN5sNmzahaUN9lt1uN9+68kp2vvA0jXt2giAgnlnME471IMDZ7gS3lMygbOTdZGSccdzbHWhahO7ud+jqfpuBgS10xWLsDEvsCssphbctLnG5fyZpB4PEkwlm2WqleNJU0vPyiYUjtBzah6/LJLkVq42cM2fwqOVNeowgimBwWVqCy0vOYOyYfz4hfrjfv5/Kqn9mW/chVvRbCWkCZf0ezm8dQ6zN9HcsdgdTl1xKXShBU3MzgiAwd+5c5s2bR39/Py+//DKhUIjx48ahNFTSuHcnoiTTsEjmI0cVIgaXexNcnF9OXt7FeNxTsVqzEUUrqhpE04KoagBVDaBpERTFi8NRisMx6ivbd11PEI/3EI114Pftobv7HVoGdvPygCVFCo+P5XLx4ExC1S1EA/6jjiEpCt7cfLx5BaQXj2AgXeO9+Ho29O0ETIXdjRlxziy5jFGjfnJCYtbTHacNUXcY8Xic2tpagsEgEyZMwOU6/UoNjie+aUTdf/zjP6JZLMg9bWws3cM7P96KKH45iXdX9yoqK3/GVl+A5/osFLe7mFeVhSUZI4ydv4iZV17HcytfJhAIUFJSwk033YTFYparhf1x+tuDOL1WRLvKAw88gKZpXHPFFWz66x8J9PZgdbupmWWwxnYQBJO9z5UN0mQDw4CgLtCnCikl25FwiQbznCqL3AlKs85gxIhvk5Gx6Gs5dqFQLfUNf6SjaxUfBWRW+xR0XWBsdzpn9Ywi1jLUQNnqcFI2cw5j5i5g5JTpCJLMwYMHqaurSwUhM2fOJNTfy5u//QU9zY0gCERmZPFi9g4MEeY4VK7K0CjKPpuc7ItIT5+L1Zr/tRzyYLCK2rpf09HzEW/7FNYHFWwxkWltOUxo9aIlm9aKksTYeQuZdcmVJCw2li9fTiwWQxRFiouL6e/vx+/3I0kSt956K4meDt558HfEwiFkp4P3J7fQlBHEK+l8Kz3BVKeNjIz5OJ2jsSiZCKKM6c4NQZKduF3lOJ2jP9OZiMW6aWt/nra25wjHutkRkvggoKQUWs6IxLz4OMb3ZBCqaU1lTdMLipi59DImLDoHxTbc6QoNDrDx+eUcWPs+GAay1YpvqodX0neiSQZjrRo3ZSYYk38RhQXX4/XO/tqll2aZ6+9pblnBu36J9/wKuX1W5tXn4U0+SpKiMPW8Jcy+/Gpau7p58cUX0XWdSZMmcemll6ZI748//ph3330XURS549vfZtOTD9FycB+iLNM6Q+G9zEoQTDXa+Z4EJRYdQRARRQuGoWIYRyuiJMlFRsYZ5GRfSFbWuZ+qUIlEmunv30z/wGYGBj4mkehHN2BAE+hIiLTHBapjErUxCUkTGN3uYn7HCOhNOtGCQE5JGdkjS7E6nESDAfpaW+hpahim1BJEkdyJ5RzK7eVtaRuaBDmyznXpcco9mZSUfJfCguuPS9PbQLCSikN/z8H+Ch7rsSAPWjnjUA6Z/cnMcOEIzr39HvY3tbB9+3ZEUeS6665j3LihpICm6YiCQEJN8MADDxAMBjn/vPNo+/BtWg7tR5RlBudm8Kp7O4Zo2rcSi06ObCALBhFDYFAVUkmII3tY5Ss6Mx0qC1wqI7LOpKhoGZmZZ33lUh1dV+nufpuGxj/T5q/n+X4LVTGJrEELC7qKyWmXUCNDBJCsWCiaOJnSaTMpnTaT9Pyjg7B4NMK6Zx5n34erAbAX5LBy7EF6HGEyJJ1bMuNMzhxHQf7VZOdc9LVLdHRdpa39Werr/0BFMMDf+i2EIzITmzxMbcmCqEnEu7OymX3Ztxi/6GxWvvwKdXV1KIrCRRddxPTp0xFFkS1btrB6tTnuZbfcQvv2TWx99UUAYmPTeLF0H5oEpRaNS9ISlFl1LJb0ZMsCAcNQ0fUEhpFA1+MYho7dPoI0zzRycpbg9c495lpkGAahUA3dPe/S17cWv38fuqHTrQo0xEQa4hKNMTEVAGUPWFjYMZK0pnjKzmUUFDFq9jxyRpahWK0E+vroqKmkftf2VJkUQGZxCb2jFV6U1xKRNeyCwRXeOAvSXIws+Q75+VdhteZ+rXsCQyq6pp4NPNFrpT2gMKPGy7gWNxhm+dnMi69g1KJzWf7ss0QiEUaNGsV1112X8hcOQ9M0/vKXv9DX18eCBQuIHdpN9ccbQBBIzMnnee/HaBLImIRwkUXHIULCgJBukgiHv4K6gEM0KLLoTLFrTHGI5OcuoajoZtI8M77SOqvrKoOD22hpfZrung/4KCDzjk9BjEtMaktnRm8has9wZY8oyWSOKCZnZFnqK7ukDKvDgaHrdNRW8/HKZ2ncayZjnPk5vDWmmiaXD6+kc1NGnOlZ4ygquoWc7Iu+tirSMAy6u9+mqvrf2eHz8Wy/BWtAYX59HvmtUmrMU867iBmXXsUrb7xJS0sLNpuNG2+8keLi4mHHe/PNN9m5cyfZ2dksWTCXN3/7C9REHOeIfF4Ys49eWxgJg+kOjakOjUJFxykaqAbEDIGIDmFdIKILRA0zEVts0Umz51FQcB0F+Vd/amCYSPgJhWsIhWqJx3rQtBCqFkJTQ6hakGi0nWCwkl7V4JUBM4nkDsnMbSuguNmCntwR+khIsowgSeiq9qlKYntaGk3lBqvT9qNLMNWucl0GjCq4hMKim/G4p3xtYtUwDFrbllNT8ytWDeq8N6gwvtnN7NosxLgOgsCUcy6k/IJLWPH880SjUcaOHcu1116LLJu2JxpK4OuO4M600efr4vHHH0cQBG644jLe/f0viEciOHOy+XhyD7uspqpfwqBA0fFIBjoCAc30wyPH8MNzZJ0FLpV5Tp0RueczouhWvN45X/ncD5eQ1zf8nub+fTw/YKEyKmGLiZzRW8qoRjtx35CNc3rTGT17PmPmLKBowiQEUaS2tpaWlhZEUWTs2LEUFhZSs3Uz7z7yR2KhEIrdzq5pAXamtyEniZWzvA4K8q8gK/McvN6ZwxSFX+UcTJLxv+kM1PPSgIX9YZmcAStz2wrIbDWGfNb8AqYvuYzyRWfz+ptvUVFRAcCIESMYMWIEFRUVDAwMYLfbueP229n92gvs+8Bct8RxuSwv3k5CMRhp0bg6PU6pM520tOnY7SVIog1BVI5QFSZ73lky8Lgn4XZP/syqpECggrb25+jsfJ1gIsjWkMzOkJTqXStpUOBzsWBwFK6GMFosnjynQmZdciXjzzgTi324MrNp7y42vbiCzjqzFNvqdtM8Ed71HkAXYbxN48YMjTEFSyksvBFv2oyvTTyqaoC6+t/T1LKc1X6JD3wKeX02FtTn4e4d6gM4fcmlTF96Oa+9+Ra1tbVYLBauvvpqxo4dmzpWW1sbjz/+OLquc/XV36Lh/bep3mK2afDNTOPVrD0YIoxQNM72qEywadiO4bJpBkSTOQGnBFZLLrl5l1JYcD0Ox7F3zFbVAD7/Xny+3fj9e4hG25LJqQEO39uehMC2kMz6oExcEyjrcnJm1yiM9qE1SVIUXOkZyBYrsXCIsM93TDsnyTIZk8byTvo+DtjbEDBY5FK5NF2gtOgGCgquxe0a/xXvyv88nFKi7sc//vEXfu/vfve74/nRpw2+aUTdz//j92i6D2tXC+vK9vHQtXdTWnLHF/rfRMJHVfW/0dn5Bqv9CttaHcw7mEHugEl8pOcXcu7t95A3rpwnnniCrq4usrOzuf3227Hb7cTCCTa9XEvVx53oyf4zxRMzMIpb2bV7ByNGjOBbl1zMG7/7BT2NpsrBVpBFTZ6fA5ZmwlYNVTJQVAFFFbElRKxxiQzDjddwggHtcj+tngB+p4osGMxzqZzrVsmyOnG5xqXKZ01ywkBAQhAkZNmDxZqD1ZKNYslAlt0IiEQiLfT2raGvbx3tcXiu30pfQGFss4tJbRnIEdOiipLM2HlnMGHR2RRPnookm4tcbW0tb775Jj7fcAc9MzOTW265BafdxponH+HAR+8DIOS4eXdkLe1ZUZyiwXmeBHOdKg4RRNGOzVaAJDmQJDuSZEdR0rFYsnA5x5OWNg27feRRjlA43EBDw5/o7HqDupjAc/1WjF4rExrdlHW6EZL3wulNZ8p5S5hy3kW40jNobm5mxYoVxONxCgsLueqqq8jMzCSRSLBy5UqqqqpwOp3cc889qMEAb/z+l+Z9EwQax2tsLmojrpjZ/7lOjVFWjQzJwJJslH1kflpKDllRMsjOOo+srLNJT5+PLLvR9RgDg9vp6FhJd/c7JHSVrSGZDwNWfDHI77VR2uehbMCL4BuuKCmZMp0ZSy+jdOpMEAQOHDjAnj17GBgYID09nenTpzNx4kQEQaCroY6PnnqEtkqz36ac7mJ9aSs1uT6sosFFaQkWulSssgOncyxORxk2+whstgLstiJstkKs1rzPdHAMQ6O9/SXq6n9HT6Sf5f0Wgh0OplV7ye8355Eky0w+9yLmXHE17ows6urqePbZZ9E0jcmTJ3PllVcOI9cNw+C5556jurqa4uJibrnpJlb/+XdUb91kPlOFXt4rqqYtIwKCuXtYoaLjEA0MzCA2oovEDYG4ATZBJ0fRGW/TmGrXcMg2srLOIStzMbLiJR7rxufbzcDgVqLRVjQD6mMih6ISLXGZ1oRINPlMiRpk+6wUdzkob/ciJndfU2x2Jp19HtMvupT0vKMDrUQ8RtuhAzTs3UXjnp30tw+pPGWnncpCH3sKegg6VOY6VS5Oi+NVrKR75+JNn4fHMwWPe9KXUgfpeozGxodpbHqIXSGdlZ12JlanUd7sQTBMh23+NTcyY8ml7Ny1m1WrVgFw9dVXM2mSKfvvqPOx7c162qoHEUWB0bNycI0NsPq9d3A4HNz73bv44NEHqduxBQBrVjr1I8LssTXid6rEZR1JN+2bJSFiTZivNlXCosv4LTH60+KEbRpWwVQQne1O4LWm4XaVoyjp6EYCTQuj69EkYaQiihYUOQ1Z8R6xS6FMLNpO/8AmYrFePg5JvDlgJbvTzuQGL9kDQ0SJKz2D0XMWUDZ9FkUTJ6NYrKlnr6GhgZ07d9LW1oYoiowZM4azzjoLh8NB7Y6tvPfwH4kE/IiKTPXYKFsK21Flg1kOlYvSEmTJBjZbIS5XOTZbPlZLHhZLFhZLZvIrK6UAPXo+GfT2raGu7tf4gjWs8il83GtlQoOH8mYPsmoalvT8QuZcfjXli85GNwyef/75FEl30003MXLkyGHHPUwwZGRkcM8991C54SM+eOzP6JqGnOlmXWkLtVk+DNEscyu16HhlAxmDuCGQMCBuCMQMs+l8pqwz2qpTatWxWTLIyb6QzMzFWCxZxOM9+Hy76On9kHC4DtWAiqjErrBEdVQhpBtggCMqkR5UyBq0Ut6Xha1/yIEunjyN2ZdcScnUY5NMuqbRfHAfB9d+QM3WTWiq+b+iotBZYrAlt5n+tASlFo2r0uOMsIDHM4U0z3Q8nim43ZNwOEZ+4cDIMAza21+gpvaXNEZCPNllI78+jWm1aShJonHM3AWcedPtiHYHjz32GH6/n8LCQm699VYsFguGblC7s5v6PT2ocY2i8gws+SFeeOF5ZFnme/fdx/aVf0sFp9Z0DzUlYXa7mhl0JTCOeFwEndRcsqgiiioSsWoEHCqaZJAh6ZzjMW2J216E21WOJDvR1BAJ1U8iMYCa8JFQB9H1BKJoRRStSKIVQbQgCAKxWCe6Hqc1LvDSgJX+AQsTGt2Ma0tDVJP2UJIpnjyVERMmUzhuArllo5Etn530MQyDqs3rWfPkI0QCfhAEmscZbBh5qzXZAADLS0lEQVTRTEIxmONQuTAtQZYikpY2C2/aDNzuSdjsRdis+ShKxhciRyKRVqqq/4We3nWs8ils7rExtSaNsa1uBAMQBMoXLmbBNTfhyszi+eefp7a2FpvNxm233UZe3tFkeyQS4YEHHiASibB06VLyHFbe+N0viIVCiLJM31gr6zNqGHAn+IItkpAFmGhTOdutMtKq4/XOweOZiiQ5SMT7CYfrCYVqicW7Uv8T1yFqQCxJ+oV0M5lUGZU4EJbJ7bMxsdFDUfdQoiezqJjxZ5xF0fiJpBcU4vCkIRy57uo6qpogEY3i6+qk+cBe9q95N1WqKHodrBvZQl1+ELdksCQtzlynhtNWQHb2BaSnz8frnfWlexJHox1UVv4jXX3reb7fQmuLk7kHM0gPms9RbtkYzr3jbtx5hTz22GMMDg5SVFTErbfeiqIoRAJxNr9aR9WWTgzdQBBgwqJCWrXt1NbVMnXqVBZMm8Lrv/nPVIsAy8gc9md0U23rIGrV0EQDRRVRVAFrQsKaEEnTHaQbbnRDp03uoz09QsSm4RANznIlWORWSbNm4nKOQVY8iIIFQZARBBFBkCH5KooKipyGomQkr41BKFxPT897BIMV7A5LvDRgwd5vZVJTGqWdLtBMv8KR5qV84VmMmXMGBWPHp+5XVVUVq1evZmBgYNi1nD17NkuWLCHY18tbD/w3HdWVAARLHawuqSHoUClSdC5KSzDBpiEKAlZrLjZrPpLkQJTsyQqETKyWXNzuiXg8k48i8wzDYHBwK3X1v2NwcCc7whKv9VvJaXcwsTGNrMEhG1AyZTozllxG6bSZaLrOSy+9RFVVFZIksXTpUmbMmJG0NzGefvpp2tvbKSws5Pbbb2ff+6tY+8zj6JqK7HawaVQnlXkDIMI4m8Y0u0qRRcctmc0sNCO5OYphVgN7JQNZAEVJJzvr/JQfLkkuYvEu+vvW097xkqn01mBdUGFj0EJEM8j0WRjR62BsIAdnj4qhDin/skeWMfeKaxkzdz6iKBEKhaisrCQUCpGVlcXYsWORZRnDMKjd/jEbnnuGgaTPJ3mdbChtpTrPj0MyuMiTYIFLxaak4XFPxuEsxW4rxmYvTPnhspz2mTbPMAy6ut6ktvZXdEe6eKbPSrDdwfQaL3lJP1y2WJl24cXMvuxb2FxuXn31Vfbv348syyxbtuyopAQMlZF7vV7uvfce1j3111SyUs7xsr64idrMQXTJNHdeCWyigYZIVDcJuvgRNI5bNJNOM50qY606Xs8UMjLPxGbNR9UCBINVBAIHCIVqAYOoDo1xke6ESK8q0K8JDKgSA5pIWDdwRCTGtLqY2JqOJTK0Jo1fsIjJ511E/uixqdgVTL/B39vDQEcbA+2tdNbV0F5TmVI/AmgjPLxXUE1XRowMWedyb4LJdg2XcxQZGQvJzFhIWtrME95a41TilBJ1Z5999hd6nyAIrFmz5nh+9GmDbxpR98v/fJiY2om1q4V2Sz1nLG0hWzEoHXk/RUXLjlnCo+sx2jtepr7+9wRj/bzQYUc+kMH4pmS/DquVeVddz8yLr0CSZV588UUqKipwOp3ceeedpKen09ce5O0H9xHoN4kUT5aNYH8MXTdIL1ao09aiaRrLli1jRFEhW195kZ1vvYqaiH+l84x6RKqyB2jMD+FzJ5jjUplqV8mSDRQBRMFcqA5/SQJYBBCPYduDGnzoV6hscjGuyU1xlwMxmUF0pWcw9fylTD73QpzeoR568Xic999/n+3bt5vvc7mYPn06drudLVu24Pf7ycjI4K677sJms1G9ZSPvP/og0VAQAH8m7C/oozU7gmrXGWNVKbVqZMkGaZKBSzR3i7WLw8esKJl4vbNwucox9BiDvp0MDm4jrsPbAwpNdWmUN7pT5CpA/tjxzLjoUsbMXZAy0o2Njfztb38jkUgwcuRIbrzxxmEKh3g8zmOPPUZ3dzeTJk3i6quvJhGP8eHjD3FwrdlLB4tEXW6Apuwg/Z4EYauaWqA+aaickkS+rDHeFmeyXSNXMQARRUlDVf0YhkZch60hmQ39LtztCiO67BT1OpC1oQsgiCJ5o8dSMnk6E888B29evvk8RKO8+OKLw8p3D6O8vJwrr7zSDA6TQdG6vz2Z6hUUdQvsLu6lMT+Mxa4z055gnE0jXzHwSMYnnhkRqzUXh6M0SRZNweEsQ9eiDPp20Nb2POFwLfsjEu/XpjG+ykNBnxkcSLLMpHMuZO4V1+DONMuwmpqaWLFiBYlEgvHjx3PNNdcgSWawHOiP4u+N4M11kDAi/PnPfyaRSPCtb32LSZMmsfe9Vaxb8URqIxDNpdDi9dPnjBJTdHTBQNZEZE1A1gQkXUDUBWIWnYAjQVd6DN2pM8cRZ75LJV8ZumuaAdVRkT0RhcqgFeuARIbfgisi4YjKuKIyaTErlvDw+MuTncP0Cy9h0jkXYHN+cTV2f3srh9Z/xKH1a1I7DxtAa3aYypIA3TlRZjpVZjpURln15D0RcDpH43FPxuWegNs1AZer/KhecIah09PzPnX1vyUYqmP1gELr/gym1qZhVc1rPXb+IhbfcgfuzCzq6+tZvnw5hmFw7rnnsmjRIgzdYPuqRra/dfTuoRkFDro8WxkcHODcc89l4cKF7H1vFZte+tsxSw2+CEJegZqsARrzwoQ9Cea7TOcoXTYd7ahuKlLUwwl6wdxNzSUaJumfvCkJA6qiEh8N2FHqnExodOMJmzZAlGTKF57FpLPPp3DchGFBKkBHRwerVq2iJdm75Uh4PB5uu+02MjIyCA0OsPqhP5ilOYBukziU309tYYhBd4Jxdo1JNo3RNo3s5Pg/CVn24k2bgcczBZdrHKJoIxiqpqvrDQKBg7THBV5uc5NV5WZMiwtZT6rOSkqZe+W1jJm7AFGUSCQSvPDCC9TW1qIoCjfeeCOlpUdnqaPRKA8++CDBYJCzzz6bs846i6Z9e1j14G9S5Yq6Q6Y5I0CXJ0LYqqFJBoIBon54LoGkC2iiQdCh0ueJ47AZzHea8yntCM7LMKA1IbA1ZGW/34KzTyZ3wIo3YCEtrOCOKEifSGxLssz4MxYzY+ll5IwcXg5kGManBiqRYICKDWvZv+ZdepsbU7/vTY9zqNhPY16IMU6NeU6VcTYNR/K2i6Idt7sct2sibrf55XSOGtbWwDA0+vs3Ud/wB/z+vWwLSmypSGdapTf1XOWUjuLsZd+haMIkVFXlySefpK2tjczMTG6//XacTif+vgjvPXaQrobh8yNvlIfB9L20tLYwY8YMLrvsMio3rWPdiicI9vcNvVEA3SqZmxwkdATtU1xjSaAnI0F9lp/mvDCyS+UsV4Jym0aabKAZpqIrqAsEk0q8qG6SRRbB9CUUwfQfBlSBiqiNvjaFCY0eirvsCIeb2hePZPrSyxgzZ8Gn2r1gMMjevXtpamoiGAySnp7O7NmzUyRy2O/jo6cepXLTOvNaWyQOFPVTVxAi4E4wxaEyy6kyzqYPm0OiaMVmK8JuL8JuK8bhHIXTMQqncwyKkkYgWEFHx0ra21cS0uI81+7AUuGlvNGdmkdlM2az8PplZJeUous6L7/8MgcPHkRRFG655ZZU0NpS2c/OdxrprPdjtcuUL8iH3B5Wv7sap9PJ97//fWIBH+8+9EeaD+wdem4cCoOuBAExgiboZqJCE7FqMhZVMgl3WSRkU2n1BOjMjNKRGWWUQ2WhS6XcrqEk244NagLtCYHWuEiH5qAtIdIfSWBNiKkk7+FESKbPQkmng7TwUHBaNmM2M5ZcTvHkqV9a/aWpKgfXfsDmlc+mWqAEvLB3RC9NeWHcNp2FrgSznSru5Px3Osfgdk/E5RqPyzkel2scFkv2UZ+tqgFaW1fQ2PQXfPEwK1pd5O7NoLTD3MHV5nKz8PplTD73AnTd4Omnn6alpYX09HTuvPNOnE4nnQ0+3n30AMEB0yeweyxE/KaPnTdZZn/PGgRB4P7778euyGx8/hn2f/jeZ5b9fhb8GVCVM0BTXgjVqXKGS2WiXcMjGVgEA5GkDy4M+eKf5od3JARWDdgI1jspb/KQMzhkd/JGj2X6RZcydt5C5CPKesPhMKtXr2bfPnO3dbvdTnl5ObFYjIMHDwImWXfxxRejqSqbX1zBtjdeNh8kUaA1L0plgY+OzChuC4y3JRhpMf3wdNn0/5RPjFUQJFyucrxps7DZi4jHeujrW0swVMWAKvBqtwOtxk15oxtX1FQ3SorChEVnM2PJZWQVj0zeb5UXX3yR6upqZFnm+uuvZ/To0cM+y+fz8Ze//IVYLMZ5553HwoUL6aipYtWDv2Gw0+zHrDllKnL66MyM4XMmiFo0dBGMVOdZwSTiAU0yKLQKTLDFmWpXKVBMIlcQ5FTlRb8qsDZgYXe/leweK4U9Nkb0ubDEhg0Npzed0umzmLj4PNN/EAQ0TWPjxo2sX79+WAmvx+PhiiuuoKzMXMd0TePAR++z+aW/ERo0ydVwmsC+wl7qCkM4bQaznaadLlJ0LJ/I4UmSC4e9BJe73PT73BNwOcegaWEGBrbQ2rocf2AflVGR1TVexh7physKU867iLlXXIvTm45hGLzzzjts27YNURS54YYbGDNmDGD64FVbOvH3RcjIdzJqdhaPPvYQgUAgdT8qNq7lwyceIna4r7RVpt+r0mXzE5eTqj1NQFZF81UTkDTTD/c7VLozonSlx3BbdeY6E8x1mn4egGpAY0ykOiZRF7PT6TdwhmRs8aGklC0u4YxIpAcsZASGYjhHmpep5y9l6vlLhsWunwfDMOhpamDve6s4sPaDlOJuIFNnT3EfrTkRcmw6C5wJZjhUnEk753CU4fFMNZN/aVNxOced1E1CTiROu9LX/9fwTSPqfvVfjxBNdGDtasHS38XyC5v556JwauJbrXk4HaOQZQ+y7EbTwvQPbCaR6KczLLFxRx7FNS4syaz42LlncNayO/Bk5QCwefNm3nvvPURR5Nvf/jYjRoygq9HPm3/aQyyk4smyce5tEygY7aWvLcirv9tFLKRin9hFc18VxcXFfPvb30YQBMJ+H1Ufb6Bp3256mhqJBPyosRiKzYbV4cTmcmF3u7G5PNjdpnKmv72N9qpDKcUAgM+ZoDU7QsiuoolGalE6Uq2viQa6ZCApIhYFFNlAsQgImkKizWBkm4O00JBRKZowiekXXsKoWfOQ5OFlTK2trbzyyiv095uO2pw5czjvvPNSRJfP5+OJJ57A5/OlSC4wHfGtr7zAnvdWDZMb+xwJ/K4EQbtKQjJIyDqqZKDKBppkINtExDSdQm+AsbY4ZVY95TyoBuzps1BTmc2IOkfKMRAliXHzFzFjyWXkjR7Lkaivr+e5554jkUhQVlbG9ddff1QZEphS78ceewzDMLjxxhtTMvDqrZv4+KVnh+1SdeR1Pvyliwa6YKCL5u/jik63N0Z3egwlR2WCN0SpRSemQ0u/l65GGzmdVnL7rSmiFMxeZqNnzWXk1BkUlU/G6hiezYxEIixfvpz29nZkWeaMM86gpKSEpqYmNm7ciKZplJaWctNNN6XKQhLRKDveepVd77yRKhnTBYMeb4w+T5ygQyVq0VEtBjaHiM2m4rRF8dgSFFs1yqw69mPI2oMqrKvORDzkIb/PJEsFSWLKORcw54pr8WQNNS9ua2vj6aefJh6PM3r0aK6//npkWWawK8z6F6ppOWQ+X4IAExcVYhR0snbtR7jdbu6//34sFguBvl62vvYSFRs+SvXp+zLwOxK0Z0Vpz4pgzRLJsIjoYZloj05av0ymz4I3qKQC0mPB7kmjZPI0xp9xFqXTZyKKQwyFYRi0trbS1taGrutkZ2dTUlJyzOcNTAeufvcO9rz7Fk37dqd+H7AnaM2O0ueNEU3TycnUKHEEGW01CdUjHX+brcgMUuU0VC2I37+XeLyHQBw+2J9D1kEP7og517NGlLB42XcomTINgIGBAR599FEikQiTJ0/mqquuAgM+ePoQ1VtNJcX4+XnMvGgk4UCcdx89QNgfxzsxSk3fNmw2Gz/84Q+x2WzEwmGqt26kdtvHdNXXphxSAAQBm8OJzeXG5nJhc7mRFAV/T7dZKn/EUu9zJGjJjRBM2rcUSWQICLqAZIAmQlzWSSS/ZFlCEUSEoEH2gJUR3faUTbc6XUy7YCnTLrwEV/rRiZtIJMKaNWvYsWMHhmGgKArTp09nwoQJRKNR3nvvPfr7+0lPT+e73/0uNpvNJMA/3sCmF5anAgiAkFWlJz3GYNK+xRUdm0PGYRdx2nRctjguJUyGnGCERcfzCUFXTIcNTR4CB7yUdAwlUPLHjGPulddRNmN2KuBVVZUXXniBmpoaZFnmpptuSpF0LRX97F3TQnejH5vLwoQz8hGzB3nl1VdM9db3vofX6yUWDrPjrVfY98HqT+0v9mkwMOhNi9OZGaUzM4o3VyDLqqNHrAS6JazdArkDVtIDx55PgiiSnl9IVvFIRk6dzqiZc3F4hrLUuq6zd+9etm/fTmdnJ5IkUVRUxKxZsygvLz+qxYVhGLRXVbDnvbep3rIpteZELBrtWRF6vHECTpW0DJFsT5ASW5xSi57yFUyI2O0jsFnzMTBLdxOJfqIarKnKxLo3jUy/GVA7vF4W3XAbE888B0E0+2O+8cYb7N69G5vNxl133UVGRgadDT5W/WUfkUACxSYx5ewirHaFHe80Eo+o5EwSOdi7FkEQuO+++8jKyiIRi1K5eT1VmzfQUVNJPBI55j2w2B3YXC4Uq43QQH8qMXYYfZ4YLTnmXDIEkLUhYucwySPpAqpkoEk6mmhgCCY564xIZA9accaG/IHS6bOYdcmVjJh47HJHwzBoampi69atVFVVoetHEyKLFi3inHPOSf1/3c6trP/bU/S3DRHkfkeCzowYPd4YYZdGeoZApitOhhwmS9bJkg0yP4UEP4yKAYUDu3MZWe9ESTYYLxw/gYU33ErR+Imp8b799tvs2LEDURS58cYbGT16NJqqs/6Fag5taD/quIXj0miWNtHf389ZZ53F2WefbZ73/j3sfe9tGvbsTPWI/TLQRIPOjCitORH8ThWHLCNEQYkIOKMSzoiMMyLhjMrY45+tBLXY7Uw48xymX3QZGQVfv59aIhpl1ztvsO31lal1VxMNutJNgrHPGyctB8a6/Yy2aRR+Yo2S5TQc9hLs9mJkxUss1sHAwBY0LUTdoMKeHXmUNDhMIlUQmHreEs647mbsbjNGeeedd9i6dStWq5XvfOc7ZGVl0VY1wFt/3osa1/HmOjj31nLyytJo3N/LOw/vR9cMpIkNdPa1MG3aNK644goA/L3dVGxYS2vFAXqaG4kG/GiqimK1YXE4sDld2N2e5FrlxtB1elua6GqoHbZO9aTF6MiKErZqGMJhP3z4A6knfUNFEbEoIhYZLIpAOCJg6YSydie2+FAJ9rgFi5h+0SXkjz66F3VlZSVvvfUWwWAQQRCYP38+ixcvTvkWBw4cYOXKlcBwVXx3Yz3r//bkMP9CEw0G3HEGXQkiVo24rBNXdBKygWKRsNsUbHYQXQFybUFGWTUKjrinUR0+bnPRfchLWcvQ/LJ70ph2wcVMu2ApjjTv0POTSPDiiy+m1qobbriBUaNGpf4e8sXQNQNXupU9e/bw+uuvY7FYuP/++3G73aiJBLtWvc7Ot1/7UutUXNbxuRL0eeL0eeKQqVKWE2CEXScQE2nvziLUIpDfYyPLZxm2TlnsdoonTWPk1OmMmDiV9PyCYTbvSOIRID8/n5ycHOrr6wkEAgiCwBVXXMHUqVOHrkM0ys5Vr7P9jZUpm64LBt3pMXrTYvidKhGrhsUm4nCA0x4nzR4mRzHV6xnysSmRqAZr67zo+7wpgs70wy9k7pXXphLlAGvXrmXt2rUAXHXVVUyZMgVDN9j9fjNb36hHPyIJ5MqwMvoChffXrsJqtfL9738fp9NJNBhk59uvcmDtB8MTSl8QumDQlRGjLStCT3qMDKcFJS6RGNRJ88lk+BW8QUvKh/ssFJVPYsq5FzLmE6T2V4G/p5ttr7/EgbUfpGy4Khm0Z5rj7PXG8WYbjHIHKLcN98UnT/oLOTkXfq3PP13wv0TdKcY3jqj7z0eJqu0pou4wPp7YR0l+mAV5EdIcGoftq6GDr9tGZVUOYu1QMOcqyufCW+9l5JTpqWM0NTXx1FNPYRgGS5cuZc6cOXQ1+nn9D7tJRDVySz1c8r2p2JxDxqFhbw+rHtqPIccZyNmOpmvceuutx1Q5fFHEI2Hqd22n6uONNOzZ8ZWcwGNBtChMOvNcpl14CdnJrNeR0DSN9evXs379egzDwO12c8UVVwxbYA+jpaWFJ554AsMwuO6664Y1oQ8NDnBw3YdUb9lIV0PdMGfns5CQzEXW71axuGQUTUTuNcgYGAr8ZJeDWRdextTzlx4zCK+pqeGFF15AVVVGjRrF9ddfj6IoxMIJ9nzYQs32LsL+OFlFLmYtHUll6042b96clHrfm3KCDF1PbdTQVlVBf2vzMPL0iyBkU0nIOvaolFI2HUZmcQljZs9n9Kx55JR+erPVcDjM8uXL6ejowG63s2zZMvLz81N/P1KxNnHiRK6++uphx4pHIxxY8x4H162hu7Huc8esCwYhm0bIriK4ROxuDac7iihDsN+F0CjgCicDOVFg4uLzWHDVDXiyc4Ydp6uri6eeeopIJDKsx2P9nh7ef/wgakJHEMCVYSPQZ6pUiyenU5dYx+DgIGeeeSbnnHNO6nhqPE7LwX101tcw2NlBLBzC0HVkqw3FYkG2WJEtCqKsEPYN0tvcRHdD3RfOpLsyMsktG4M3Nw93ZhaujCzSsnPw5ORid3uOeX/a2tp488036ezsHPZ7m83GzJkzWbBgAU6n81M/c6Cjjb3vv8OBte8PZSuPQNiq4nOqhF0algwRT1qULI+PYm8Ml928foYOoX4rlbWZxKtdOCLJHituB+fedCcTzzo3RSxqmsaTTz5Ja2srhYWF3HbbbciyzIbnq9m/rg1RFFh88zjKFwyV8nbW+3jl1zvRDYPEmAP4AgMsXryYxYsXHzVeTVWJRyPIsoJstX66Iirgp37Xdmq2baZx767jZt/cubnMufgqJp517lF9HGGICHr//fdTG0pNmjSJCy64YNjaGAgEeOyxx45KRMAQ0bp/zbs079vzhRTTmmAQtqmE7BoJp4HNbeB0QSKgILQIeIJDxEj+hAks/NbNjJg4+agg4VgknZrQWPdsFZUfdx71uSOnZNJl20lzczMTJ07kmmuuGRqTqtJycB9tlQfpa2shNDiIriYQJAlRlJAUBVlRECWZRCzKYGd7qiTuiyAtJ4/C8RPILRtDel4+abn5eLJzPtWxDgaDrFy5ksbGxmP+vaioiCuvvDK14/onERocYN+Hq9n3wepjBhI6BmG7ZiaLHGDzgMsVJtMTJt8bw+FWEQSDkM9CbWMGoSoXrsP3xSIz99KrmXPZt7DYhkoLt23bxqpVqxAEgZtuuonRo0fTWe/jjQf2kIhqZI1wsfSeKbgzzGexo87Ha7/dha4bWKY20dbVdNR9AXPtCQ0OpGycYrNjsduxOpyI0vAkwUBHGw27d1C7fQttlYe+snLoSMg2G+ULzmTmxVeSWTTimO/RNI1Dhw6xefNmOjqGiOvCwkImTZpEeno61dXVqY2CDqszjjzHup3bOLjug08lunQMIlaNsE0jYjNfRaeE0y3gccVIt/lxozM44Gag2YOnTU4R3Z4RhZx7452UTp81bB4dGbQeJjdi4QSrHtpPe80gCDD5rCImnVlIX3uQNcsrUWMaebMM9rduQFEUvv/97+N2D7UkSMSi9LU0M9DRRiwSQddULMl7ZrE7zFebnUQsxmBnOy0VB2jcuytVlvlFIYgiVrsDi8OBxWZHsdtJzyugZMp0Rs+eN+zZTF1DXU8lkgYGBlBVFV3XURQFRVGwWCxkZGRQUlJCWtrRpV1hv4/9H77LwfVrUqV8RyJkVfG7VCIODZtXwulJkOYaJNcdJ9uTQE6q2HVVoK/DTnVlLtZGS0rpmDm6jCV3/oDc0iEfc//+/bz88ssAXH/99YwfP56Wyn5W/XkfakJnRHk6F901GYt9yG7ufr+ZzS/XIrjDdDt3pFR1GRlH+4iGYcq0P6mwPurcBgeo3f4xVR9vpPXQgeMytwBs3jRmXHAJU8696JhKoFgsxurVq9m92yTasrKyuPzyyxkx4ui5mNrx1mrlvvvuG7aO9TQ1sO/D1dTt3PalnjW/I8GgK0HYreGxW1AiIko3eANDtttdkMf8S6+lfOHio0rf4/E4zz//PPX19cNIOsMwaNjTy9Y36+lvN/2d9DwHi64bw+qNr9DW1sbUqVO58sorU8fS1AR1O7bSsGcXHTWV+Hq6UGOfkL59DjTRIKpo2OPSsAQ5mCWtpVNnMHLaTArGlh8lWjiMT6oDL7nkEqZONRWr8XicN998k/379wNwzTXXMHHixGH/HwuHOLhuDfs+eIe+1k/fgOzweEM2laBdRXUJ2L0iaWlhPA4/RlxmsDcDtUHGHTDHaiT98DOO4YcfXqMAlixZwty5c1ETGu89dpCGvWbFTcEYLwVjvFRv68TfG8WZYSFctJ/u7i7mzp3LkiVLUsczdJ3uxnq6Gurw93SlyEeL3Y5itaHYbChWG5Iy5Ie3HNqHv6f7M885BUHAk5WDKz0Dq9OZErS4M7Px5uVTNH7iMEL4MBKJBLt376aiooK+vj5EUSQtLY3i4mLKysooKSn5zF72wYF+dq9+k8pN64451ohFM+eER8OWLuD1hrjh4gcYM2LuFzuv0xz/S9SdYnzTiLr/+vkjJLSOo4i6I6GJBpoVEECOmtniw4inyZxz/e3MWXzJsIU6FArx0EMPEQwGU0qTwa4wr/xmF9FggsKxXpbeOwWL7WhD/taf99K0vw9hZCvd0XpKSkr49re/fVzONx4JU7dzG131NQT7+9F1zSStBAHDMDAMHcMwUBNxYrEIsWiERCxCIh5HSwaRWSPLmDx3MePmLzpKrXUYPp+PlStXpsrAJk2axMUXXzxs17rB7jD97SFsTpncsjTWrv2IDRs24PF4uO+++47aERfMMqXuhjoGO9sJ9PWRiEaIRyMkolFi0QiRSIBwwE+wswtD+3RHSCpI58xLbmDKovM+tSfOwYMHefnll9F1nTFjxnDttdeiKAoDnSHeenAv/t6jdxScd9VI1h14Db/fz6JFizj33HOPeWxd14hHIsTDYdREAl1NoKkquqahJb/393bTXlVBS+UBfEcELwCGJOAuG8H0eecxdvYCvLmf33w+HA7zzDPP0NnZicPh4NZbbyU39+gG6fX19axYsQJd1zn//PM544xjb58+2NVJe3UF3Y31BPv7CPsHCfj6iQT8xMNhjPgXIyJVGUYums+Sq7+TUqIeid7eXp588klCoRCFhYUsW7YMq9VK5ZYO1jxTiaEbFI1PZ/FN40jLdtB0oI93HtmPltApXiiys3Ytsixz3333kZ7+xSXtn0QsHKbl0H6a9u2mYf8uAn096KqG7LKTXjiCsvFTyR89jrxRY76UdB6goqKCl156KRX0jBo1CkmSaGlpwZ/cmdNqtbJ48WJmz56dUjoeC4lYlPpd2+moqaKjrpqe1iYSwaOJuyOhiQaGBKLKMOczboMpSy7mgiu+fRRZdaRTf8899+D1etn6Zj073m4EAS64fSJjZh/9fG1cWcPeD1qQ8/10GHuwWq384Ac/wPEptuTLIB4JU797B60VBwn7BtA1DUmWkWQFUZaRJBlRllDjCeLhEJFwkGg4iKqp6IaOOz2TgpIxlM2YPaynzyfR3d3NG2+8QWurGWxmZWVx8cUXf2pC5bMSEYeRiMdor6qgp6mB/rYWAv19hAKDhAI+YuEQWjgK+ue7NLoI6VPHcem195BbNvqov3+SpLvxxhspKys7mmA4s5Bx8/LpafazcWUtWkKndIGT7Q3mTstfN4EU6Oul+cBeWg7up+HAbsJ9SULMIuPMzWLUxBkUj59C4fgJx0yifBpCoRBPP/003d3dKIrCWWedxYQJE1BVlQMHDrBlyxbi8TiyLHPppZcOUyx8Epqq0nJoPx3VlXTW19Db0UKgu3tYv6EvClUyKD5zPpffeP8w5R+YCZKnn356mM3tavDzxh93E49qFI7zcvG9U1GswxM0296sZ/vbjVgy47QpZp/Hu+66i4KCr7/TXNjvo37nNlorDhDyDaLrGhab3SR3DhNGdgeSrKDGY6jxGIm46SOIoojTm07WiJEUlk/8VEJV0zT27t3L2rVrU3ZOlmWmTp3KnDlzjlqfDm8UJAgCy5YtO+bzFwuHaa3YT3t1JV31tfR2thLq60v17foy0PPdLL3+HibMXXRUomDv3r28+uqrAFx88cXMnj2baCjBG3/cQ09zAMUmccEdExk5eUiN0rCvl1V/2YeBgTiphu7eTmbOnMmll176pcd2JAzDoL+thfrdO2jatxtffw+qlsDm9pCRlUdadi7uzCw8Wdm4M7NxZ2Vjc7q+cCmrYRjs27ePjz76iMHBwc99vyAITJo0iYsuuuiYySXDMOhvb6X5wF5aD+6nvaGGYPfnB9+abGDIIMVAOGKdSuTYuezWH1A+84xh59Td3c1f//pXEolEyh/rrPfx+u93oyZ0iidmsuTuScjK8Hmlazov/mI7fW0htFHV9Ic6mT59OpdffvnnjvGL4DBp19vSTHhwYKg0//DYBfMaqWqCeCxi+uLxKIlYFDWRQFEUisZMZNKCxYycMmMY4X4kWltbefnll1O96BYsWMDZZ589bJfbaChBaDCG02tFsYk8/vjjtLe3M2bMGG688cajnhHDMBjsbKe3uYn+9lYiAR/RUIhYOEQkHCAcDhKNhIgHgqkN2Y4FXQT32GIuvOoORk45di/RaDTKs88+S3Nz87D+qZqms+7ZKio2mX6xkKwXNnQDURSYflUWqzea5Owdd9xxTFLy8LmoiTiGrmPoOiCkjoVh4O/tobfFTNK215n+lB49IpnmslIwrpzJcxYzcuqML7ROqaqa6rN3LHUgmIT422+/zc6dO5EkiWXLllFSUnLM4w12dtB8YC99rc0MdLYT9A+YPkMwaPoMXxCaZJA3ZxpX3PSDowg6MOOhl156CSClBE7ENFY9tI/WygEkReTM68dSvsDc5C8aTLDyv3fg646QNcGgon8Doihy3333fWqC7IvATCi107h3F417d9Ld0kgsGkZ22knLyqF41ITkJkSlpOXmf2mVXFNTE6+++upn2jmHw0F5eTnTp0+nqOjTd682DIOu+lpaKw7QXl1BW20l4b7+Y763/O4bWHr2TV9qrKcr/peoO8X4phF1f/3jU7QNNB5F1HV7Y2Z/qdjRAXFc1hnIF5h+7lKuu+DuoxZJI9mcu6qqiqysLO666y4SYYOX/3sngf4oOSVuLv/R9GOSdAADnSGe+49tqEQZzNuBrmvccsstx1SinY6oqqritddeIxKJYLVaueSSS5g8eXLq700H+tixqpHO+qENJVwZVs68cTSvf/Acg4ODzJ8/nwsv/OoyYF3TGOhsp7elibravXT1tWHIAvnFo5k750Iycj87kNm9ezdvvPEGhmEwceJErrzySmRZprWyn9WPHiAWVnFn2Jh/5SgyCpzsX9vKwWSZS/nFDtbvXI0oitxzzz1kZ2d/5md9EcTCIfpaW1DjMRxpXry5+Z/bdPtIBINBli9fTldXF06nk1tvvZWcnBwMw6Cz3k9bVT+aapBb6qF4YiY7dmxPqTtuueWWVK+MLwM1HjfJu95emttqqG3eT3t7A9H+QQRVx5LlZfyM+Vx09k3YHMdWig0MDPDkk0/i9/vJzc3ltttuw263s++jFja8YO6GNX5+HmffPB5RGiJVKjZ3sOaZCgQJLFMbaW1vpry8nOuuu+5Ln8eJRlVVFS+88AK6rjN+/HguvfTSVHCj6zrV1dWsXbs2pbTLzs7miiuuoLDwi5ckRYNBBjrb6G1rpr7hAG3NtQS6utAD0aN6qSQknYEsg1Hz53PTFT/CaT96A4oj1cKHlSR717Sw8UXznpx1w1gmnXVsByYaSrDiZx8TDSdIjD6IL9j/maT26QRd19m8eTMfffQRmqZhsVhYvHgxc+fOTfVKBOhrC9J0oI/gYAx3uo2xc3L5eMcGNm7ciNvt5r777sN2DJXeZ8EwDNR4jEjAT6C3l56uFmqbD9LeXk9ocACL183o8umcf84NOFzHXps/mck/TNKFBmO8+ae99LUFsdgkltw9maLxQ0FH/Z4e3nnYzPBnnjFAZd1+cnJy+O53vzvsvL8OdF1DSyRQrF/uuhyJSCTC008/TWdnJy6Xi1tvvfUo+zs4OMjrr79OQ4PZP3Hu3LlccMEFX/g8DivUfN1d9Ha1Utd6iLb2OgZ7ukgMBrCFwZrc7S8h6QxmGRRNn8ZNV/2Y9LSj14Ijk3qTJk3iW9/6Fr0tQV77/W7iEZWCMV4u+d7RJB1AIq7x7L9uITgQwzKxlba+ekaNGsUtt9zyZS/dSUdnZyevvPIK3UmCxul0MmfOHGbNmvWpymHDMHj99dfZs2cPaWlp3HvvvcdM6H0Suq4RHhwkONBPsL+PQH8v3d0tdHe3MNDbRcTnQwtHUdFQXTLuUSO48MKbmTJhwTGP19TUxDPPPIOmaSxYsIALLrhgGElncylc/sPpZBUd3X9vzfIKKjZ14ChK0KR+PKxk+XRENBrl9ddfT+2yabVaKSsrIzMzE4vF3DgkkUiQSCSIxWJ0dnbS3m76Qh6Ph1tvvfULBebxSJjelib6O9poaD5Ea6upstEGQ8gRc1OhIxG2qoSKbJy19HouOuO6Y/SwU3nsscfo7OykrKyMm2++GV93hJd/vZNYSKV4YgZL756CpBw7GdNS2c8bf9iDavEzkLEHURS59957T9v7dCQMw2DTpk18+OGHGIaBx+PhyiuvHEZsdzf5+fjVOtqqBlKbJ4yelcuEc9N5cvnjaJrG5ZdfzvTp0z/jkz4bYb+PnqYG+tqaqW84SG+oB8Vup3TsZObNW4rD/ekxZDgcZsWKFbS3t2O1Wrn55psZMWIE8YjKu389QPOhfgQBZlxYwrTzixFEgXXPVlGzvQtJEfHO66Gy5iB5eXncddddn6mA+qIwDANfdxfRYACnNx1XRuaX6tuoqiorV66ksrISSZK44YYbUn32NE1nsCuMKAqk5TgAgxdeeIGqqirsdjt33nnnlya4NDVBsL+fQG8PPZ0tVDfupaOtgUBPD0IwjmoBIdPJqCmzuGLpd3C5vcc8zpH2btasWVx88cXEoxpvP7iXjjofilXi4vumUDh2eIK6tzXAS7/YYaq+pzTS1n36+uFgJl9ef/11dF3H7XazYMECRowYYfah6+mhsbGR6upqotEhArS4uJglS5YMq0z6LCSiUfrbW+lqaaC2Zg+tLbUEu7u541/+QG7+scnY/2n4X6LuFOObRtSteGgFtV21KaLux8+/Oczw9gV6ONC4i35/F4lEHBwWxpdMZVLOZMRj7LoHsGvXLt544w1EUeSuu+4i3ZPJq7/dRV9biLQcO1f9dCYOz2eTLOueq+LAuja0wmb6tcbUbnvK16yhP5EwDIPNmzfz/vvmjq0FBQVcffXVqXIBf1+EDS/U0LjPlEiLkkBmoYtAf5RoMIEoCUy6zM2HH7+FIAjcddddX9j4HU8cztoDzJgxg0suuQRRFDm0qZ11f6tC1w3yyjwsuXtK6j4ahsGml2tNpZBVxDatmYamekaOHMmtt976pZswH0/09/fzt7/9jb6+vmHB60BniLV/qzIVNEcgo8DJubeVs2nnh+zduxeHw8Fdd92F1+s9qeMOhUI8/vjj9Pf3k5WVxW233YbT6WTHqka2vWkG2VPPGcEZV49GEI/O+q56aD+N+3rxjhSoja0/Liqg442amhqef/55NE1j0qRJXHXVVcd0KHVdZ8+ePXz44YeEQiEEQeCss87izDPP/NoOaI+/i4PNuxiMDCLJMqVF45mQNfFT7VskEuHhhx/G5/OlSkuqtnbywZPm7sBzLytl1tLPvsa73mvi41fqEDJ9dCt7URSF++6776Q/Y18GsViMV155haqqKgDGjBnDJZdcMqzEq6clwPa3GlJlIIchW0QWXj+aD3eYvTqPh4rmy0LXdV555RUOHDgwjKQb6Azx5gN7CfRHcXgsXPr9qWQVHU3Orn+hmv0fteLIFOl2byUSjaRaOpwOiEajPPPMM7S3t+N0Ornttts+NUmi6zpr165l/fr1AJSWlnLdddd9afL0kzAMg/5oP0299Wi6So63gGJP8afaf8MwePbZZ6mpqSE7O5vvfOc7hPoTvPrbXUQCCfJHpXHJ/VM/NakHUL29k/cfPwT2OH3p29B1/bSzc5/E7t27eeutt9A0DbvdzplnnsmsWbOO8m8iwTgNe3sZ6AiBIFAwOo38sW4efuRhBgcHT8k8OrIvZ3l5Oddccw3xsMbrf9xNb0sQu9sk6TILj71JRiQQZ8W/bCEeUVEmN9He08T48eO5/vrrT+p5fBHE43GWL19OS0sLoiiyePFi5s2b96k9Uw+jra2Nl19+mf7+ftLS0rjrrrs+s23D545Di1PdeYia1oMEw35c3nSmjJzNqPRPT14fVnzb7XbuvfdeRM0yLFl+xY9nHJP8PhKHq1vixVX44l2UlpaybNmyU+rPfR7i8ThvvPEGBw4cAI6uZgn5Ymx5rY7KLZ2pXcysTplYyKyA8OY6yF8UZf3GtVitVu69995jljGfSIRCIZYvX05nZyd2u51bbrmFgoICM6H04F76WoPIFpEL75zEyClDxKmhG7z90D6a9vfhyBbpcm4hGo2eFuvUkX32jiTp4lGVXe82cWBdG7GweQ8caRZmXFDC+IW5PP30U7S3t5OZmcmdd945rCrpZKC3t5fHH3+cSCTCuHHjuO6664iHNd54wExKWB0yl3xvKnllx35GPn6tjl2rm1DSE3TYtmAYBrfffvsxd4k9lTh06BAvvfQShmEwYcIELr/88mMmgTRNo7GxkX379nHgwAE0TUMURS6++GJmzpx5CkZ++uF/ibpTjG8aUfe3h/9GTWcN1q4WJk24kEvvv/ZrHa+/v5+HHnqIRCLBeeedx7w583njgT101PpweCx86+9n4sn6fEMb9sdZ8bOPicVjhIv3EImFj6rvP51gGAarV69m69atgLlz1IUXXogsy2iazt4PW9j+VgNqXEcUBSafU8T084txpllJxDTWLK+gdkc3skXEObOd2oZqcnNz+c53vvOZZX7H+xw++uijVPA2f/58LrjgAjBgy+t17HrX7AUxZlYO59xafsxyidd+v5uOWh/eYokGfQOqqqYarp5saJrGli1b+Oijj1BVlbS0NJYtW0ZmZiaN+3p57/GDJGIasiJSOjUL2SpRv7uHWFhFtkqcf8d43v/4NTo6OsjPz+f2228/aURxLBbj6aefpr29nbS0NO644w7cLjcbV9awb41Zbjjn0lJmLR35qU5zoD/Kc/++lURMwzOzl7q2Q8ddBfR1UF9fz7PPPouqqpSXl3P11VcjSRKJmEZnnY/AQBTFKpFd7MabY5aFhsNhVq1alXLCj1R7ngwYhsHKlSs5ePAg6enp3H333XRUBVj18H4M3WDKOUUsvGbM5wYyalzjb/+2hUB/FG10JQPBHkaOHMmyZcuOS+b7eCMajfLUU0+lNiVYunQpM2YMlev0tgbY/lYj9XuSvXsEGDkpk4xCF21VA6ndOidd4uGjHW8BcNttt6V2sDzRMAyDVatWsX379mE7tXXU+Xj7L3uJhVTScuxc9v1pn7o+xaMqz/37VoIDMTKnR6js2I7NZuP+++//WkH48UA0GmXFihW0trZit9u57bbbyM3NJRKMc2hjO00H+gj74jg8ForKM5hwRgGudCsVFRW8+uqrxONx8vPzuemmm3C5vvjuy18XW7ZsYfXq1UiSxF133YVDSeOVX+8kOBAju9jNFT+aPqx31rFgGKZav6vBjzK2nXZ/Lbm5udx5552nZWJvw4YNfPjhhwCMHTuWyy67bNg1T8Q0Gvb1UL2ti5aD/eifKPfOLnYzYambla89D8DNN9981O6PJwqqqvLEE0/Q3t5OQUEBt912G1ocXv/DHvpakyTdj6aTWfDZz9CeD5rZtLIWOS1Bp8MMXk+mPfgi0DSN559/npqammGKpi+KYDDIE088QX9/PyUlJSxbtuykrbutra08/vjjGIbBNddcw+iycbz6m130tQVJy7Hzrb+bid39+RUJ/R0hnv/5NlQhjC9vF5qmpXpznY7QNI3nnnuO2tpaRFFkyZIlzJpl9lVUExp7P2xh5ztNJGJm6f7YObnMvawMT5ad7iY/7zyyn2B/jOxiJ4NZ+2hvb2P06NHcdNNNJ42cDAaDPPPMM3R3d+N0Olm2bBm5ubn0NAdY9dA+ggMx7G6FS743lZySo2PQaCjB8z/fRmgwRsbUMFVdO7Bardx///0n1bYfiYGBAV566aXUBm6Hy10HOkO8/Zd9+LrNEmHFJmHoBmrcLNMvHOtl4U2lPPM3s6qktLSUm2+++aTNo0AgwOOPP87g4CCFhYXceuutJCIGb/xxj9m2yKVw2Q+mkT3i6MTeYahxjef+Yyv+3ijK+DbaB+soKCjgjjvuOC38cIDa2lqeffZZdF1n+vTpXHbZZV/oeff7/bzzzjsptfGFF17I/PnzT/RwT3v8L1F3ivFNJerGhXMpXXgB8y776uWlmqbx1FNP0dLSQklJCbfcsoz3HztE/Z4eLDaJK38685ilEJ+G7W83sO3NBqRsP53SHoDT1klYv349a9asAYYbq47aQdY+W5Vq9po/Oo2zbhx3lCOrazpv/mkvrZUDOLIEut3biEQiR20CcCLx/vvvs2nTJgDOPfdcFi5cSCys8uHTFSkV4KyLRzLnktJPNeLBgSjP/3wbsbCKd7qfmo49OJ1Ovve9753UTNgnNyYYOXIkV155JR6Phz3vt7D51VowTEfg3NsmpBqURwJx3n/iIC0VA4iSwKJbSli1fiXhcJipU6dyxRVXnHCH7Uhn0263c/vtt5ORnsmHT1dQs90sT1947RimnvP5QcPhckzZrjOQu4NoNHpazKEjSbpx48Zx7bXXgi6w451G9q1pIR4d3gMrs8jFxIUFlC/IR7ZI7N69mzfffDNVLnvNNdecFKdnz549vPbaa4iiyO23344YcfLGA3vREjrj5uZx7q3lR6kbPw2HVXiCPcZA5i4SaoK5c+dy0UUXnVaKBVVVWbFiBY2NjTidTq6//vpUwNrbGmT72w3U7x4i6MbMymXW0pFk5JvklaEbbFpZy941LYiigHdeH1X1B0hLS+Puu+8+KXZh48aNfPDBBwB861vfYvLkydTt7ub9Jw6hJXRyRnq4+N4pn6v0btzfy9t/3geCgT6+kr6BHmbMmMFll112ws/h0xAKhXj22Wdpa2vDZrNx6623kp+fT8XmDjatrEmpFI6EKAtMOrOQuZeW0TvQzYoVKwiHw2RlZXH77bcfl36Jn4eOjg4ee+wxNE1j6dKlTC6fxiu/2cVgVxhvroOrfjrjC5EJYG7S8vJ/70QX44SL9xKJRpg6dSqXX375aUV8b9++nbfffhuAhQsXcu655yIk++N2NwY4tLGNmh3dKSIBTGKuYLQXTdWp2dFFLKziSLPgnd3H3gO7cbvd3H333SeFLH777bfZvn07drud7373u1hlB6//fg99bUHsHgtX/HA6GQWfPw5N1Xn+59sY7ApjGd9O2+D/z957x0d13Xn/7zu9z6h3AaIIEKKDwQbb2NgG997jEjvFKbtJtjzZ3/M8W1777Gb7pmxiO3Fc495LcMXd2PQuEEWgXqf3cu/5/XGlAYEkJJAQOPf9einEM1cz52rmnPM93/L5HsDlcvGd73xn3J3eoGacvvrqq+zcuRODwcBdd92VzYDxtkVorQ8Q6IgSj6RRZJHV9TJZ9VidJnKLbZTPyCWaDPLII4+QSqVYsmQJq1atGvOxp1IpHn74YbxeL7W1tVx79XW8+atttO4LjChY3kdfdYuurIdOuQ6dTsctt9xCdfXxnVXHEyEEr732Gtu3b+/XIKiv6cIXL+/P6ioXTXKx7Kapx2VBBbpivPxvm1Ud7blWdnZ/gCzLXH311cyfP3/M7yESifDEE0/Q3d2Nw+HgnnvuIT8/n30bOvjoqb1k0mqH3qt+OGfIz7Bxt5e3frUdgYAZ9fT4uwbV3BtLkskk69atY926daTTaaxWK7fccgsTJ06kuc7Hu4+oMjqOHDPLbp7KpDkFCEWwZ107614+QDopk1NiZ+ltJTz70h9IpVIjciSdCkefZ3Nzc7nvvvuQEzre+Pk2gt1x7G4TV/9oXtbOGYq+z0PRJwmVbiWdTp3Ws91QNDc38+STT2Yb6N1www3odDpa9/mp/6qDzsMh4uEUJosBd6GNwolOyqflUDzFjV6vdmv/8MMP+eyzzwC4+eabmTlz5jjf1fiiOep68fl8/PCHP+TNN99Ep9Nxww038Itf/GLQiIHP5+Pv/u7veO+992hqasrqHP3jP/7jiNKav66OujmpyRQuWMp5N5x8ZLbPWWUymXjggQfY+U4XOz9pRW/QcdWfzTmufv9EpJMyf/jbL4kFU+QtDrO3Se3atGjRIlasWNHvMBGPx2ltbaWlpYWWlhZCoRBOp5Pp06czb968Mc24OVpUuS/FPBFJ8+WrB6jrFXu12I2ce8MUpi8tHnSDSUTTvPizjYR6EjinJmgIb0CSJO6+++4xjzSvX7+et99+GzgiDN3dFOad3+4k1JNAb9Cx4s5qqpecuBT34JYu3vntLoSkkJm6m0DIz7Rp07j11lvH/NCUSqX48MMPWb9+PUIIrFYrl156KXPnzkVRBJ8+U5/9TGrOL2P5LVPR6/uPSc4ovP9oHQe3dKE36ph/Yy5vf/xqv+7FY8k777zDV199hcFg4O6776a4sJR3fruTpt0+dDqJi+6eQfU5J26eAaAogpf/dRNdjWHs1SEOB7eh1+u5++67xy31fvfu3bzyyivIsszUqVO55ZZbSEZk3vntTjoa1MwrR46ZvDIHiWia7qZwtuW91WlkzsUVzF5RQVPLYZ555hlkWT4tTlSv18tDDz1EOp3moosuYsakebz2n1tIJWQmzs5n1XdmHfddGgqhCF7q/Wxya1PUd6ti+HPnzmXVqlXHlSGmUina29tpbW0lEolgsVioqqoaUsz3VDm6XNRkMnHvvfdSUlJC2Jdg/esN1K/v7Y4qwZQFhSy6fNKAB3UhBB88Xse+9Z0YbRAt30EwFGDmzJncdNNNY/q5HThwgKeffhohBKtWrWLJkiVsX9vM5y/tBwETZ+dz6X01JywD6+O93+9m/8ZOrKVJmhQ1g/q6664bsinDWJBMJqmrq+Ojjz4iFAplu1gXFRbx+UsH2PmRmnmbV2an9sJycortBLpi7P2ynfYDqj6qzW3i/Fum4a7U8eSTTxIKhfo1rBkrjnYmVFdXc/01N/L6z9VSIkeOmev/akE2eDJc3n1kFwc2deGclOZQQs3SmjdvHpdffvmgmXWKohAMqn8Lt9s9pvtTfX09zz33HEKIbKdnRREc2NzJlnea8LZGste68i1MW1zMtMVF5BQfmU/RQJI3fqlmczjyDQQLt+Hz+Zg6dSq33XbbmI7/6O6hd9xxB+XFE3j951vxtkaxuUxc+5N5/cZ6IprrfLzxy20IXQZ56l78QR+lpaV84xvfOO3lbUczWPZt814f619vyGYHnwidXmLGuSXkzZJ5+VVVhP50VBesWbOGDRs24HQ6eeC7D/Dp0w0c3NKF0aLnup/Mp6By8OyfgYiHe6tbEhns89ppbD+AJElcdNFFLFmypN/cSiaTtLW10draSmtrK9FoFI/HQ01NDdOmTRvTdX7t2rV89tlnSJLEbbfdxrRp0wh2x/ns+X007lIb9dg9ZpZeN5lpi4oGDai17ffz+n9vQ1EEhUvi7D688bSUwKbTaZ544glaWlpwOp3cc8895HhyWPfKQbavVZvSVdbkcck3Z2KxnzhT+KOn9lD3RTvm/DTt5g3IsnzaMp4URWHr1q18+OGHRKNqkkJlZSXXX389brebXZ+08tkL+xGKoLjKzerv1h4XJPO2RnjzV9uJBpI4cy3UXufkjTWvIIQYssnbaPHuu+/y5ZdfYjab+fa3v40+Y+X1n28l4k/izLNwzY/m4S4Y/jr17u92cWBzF+byMC0Z9Szbp288XnR2dvLYY4+RSCSYMmUKt956K8mozIdP7KGpbuCmD30YLXoqpucyZWEhk+bm8+6777Bx40YMBgP33HPPmNqlZzqao66X1atX097ezsMPP0w6nebee+9l0aJFPPPMMwNev2vXLv7u7/6Oe+65h5kzZ9LY2Mh3v/tdZs+ezUsvvTTs9/26Oeqe+s0fONh1gDmpyeTULOLCO6af1Ou0tbXxyCOPoCgK1157LUpXDl++chAkuOz+WUxZcHwXneFQ93kbH/1hL3qTROXKNBu2rANAr9dTXFyM0WgkEAgM2aEmLy+PW2+9dVSaGhzLoUOHeOqpp1AUJSuq3LC1m4+f2Us8nAZgxnklnHvdFCyOE2+u3U1hXv73zchpJSuObbPZ+Na3vnVKHTuHYs+ePTz//PMAXHTRRSxfvpy6z9v47Pn9yBkFV76FVd+uHZGBt/bJPexd144xL0GnZTOyLPfLIBgLmpubefXVV/H51A2mtraWyy67DIfDQTSY5P1H62it9yNJcN5NU5m9onzQsciywjsP7+Lwjh6MZj0TVsp8uflTdDodd99996AdqE6VXbt2Zdejm2++mUmVU/jjr3fQeSiEwaRj1bdrmTBrZIK63c1hXvzZJhRFwTq3heaOQ1gsFm677bYxu49jURSFlpYWvvrqK+rqVC236upqbrrpJrobo7zz8E5ioRRmm4EL75jO5HkFWUM6EU2zb0MH2z5oJuxVI+J2t4nFV1ch5QZ54YUXEEJk599YIMtythvchAkTuGbVTbz2X1uJh9OUTvVw1Q/nYDCNPKOv/WCQV/5jMwioulRiw05VS9BisTB16lRcLheJRIKOjg7a29tRlOM7N06aNIlrrrlmTPTt3nvvPdatW4dOp1M7zk2YxOZ3GtnybiNyWh3LlAWFLLxi4gnL3eS0wqv/tYXOQyEsxSladaqe2MqVK1m2bNmojx3UAN1vf/tbEokE8+bN46orr+p38Jl1fhnLb52GbphZkKAeXJ/5h/UkImlcc30c7NiFXq/nxhtvHLCb7WgihKClpYWtW7eya9cuUr1dRnNzc7nllltwO3J575FdNO9RuxwuvmoSC1ZN6NdoBqCpzsunz+4j2K2WHE1bXMTMS3L5wzNPEo/HmTx5MrfddtuYBbhef/11tm5Vs8G+dd+3Wfv7/bTtD2B1GrnuL+aPyOHTR6gnzjP/sF7tdn0+bNn/GUIIcnJyWLhwIcXFxaqGns9HV1cXnZ2ddHZ2Zv+GTqeTRYsWce655476fbe0tPD444+TyWSyGSHtB4J8/PRe/B0xAPRGHZPnF1CzrJSSKZ5B96Z4OMVL/7qJUE+CnCqJhtQXZDKZrPNvLPD5fDz00EOkUmomyJKFy3j951vxtUWxuU1c++OROen6eOe3uzi4pQtnOXSYNhGLxcjLy+Oaa64ZMJCUSCTwer1EIhFcLhdFRUWj6pwUQrB27Vo+//xzQM2+nT5tJp88W0/9V2pQQqeXKKvOoaDSic1pQm/UIRSBEIJUXCYWStHREKS7KQyAq8BK7qIgG7eowbf777+f4uLhBdpGysGDB3nqqacAtSS6bbPCzo9a0OklrvzhHCqmn7gr50BsebeRL189iM1twDG/i917VOkJs9lMWVkZOp0Ov9+Pz+djsGNnVVUVN9xww5hkTG7YsIE1a9YAcPXVVzNv7jy2vt/EhrcOIacVdHqJeZdWsmDVxGEFZHZ81MJnz+8DSSDN3E+Xt4OJEydy5513jsmaqCgKL7/8Mrt378ZisXD//fdjN7t495FdtNYHAFiwegKLr6oa9l6Vimd47h83EPYlcEwPcyiwFUmSuPnmm8d0n2ptbeX111/PNsnJycnhkksuYcaMGSiy4NPn9lH3udpspXpJMSvumD5oQ5OwL8HrP99KsCuOzW1iwsUKn65TK5cG6x4/GtTV1fHCCy9k36fQVcHrv9hGPJTCU2Tjmh/NxZEzskBSNJDkmb//ilRCxjm/h4Y2NTv18ssvZ8GCBae9iuLQoUM8//zzJBIJysvLueuuu/C3Jnj7oR1Egyl0eonpS0uYNCcfu8dMKp7B2xql81CQ5j2+7PkW1MD6kuuq2LT/Q/bv34/dbuf+++8fszPrmY7mqEN1LMycOZONGzeycOFCQM1Cufzyy2lpaaG0dOiOln28+OKL3HnnnUSj0WEvvl83R93RGXWemYtYcefIHXWZTIaHH36Y7u5uZsyYwdxJ5/PBo2rN+rKbpjLn4qFL9JRYmmRDEJ3ThKnS2W/BEorgzV9to3mPH0+RjXk35vDpFx9lSxqPJjc3l/LycsrLy8nNzaWzs5N169YRjUYxm83ceuutoyow3dnZyaOPPkoymaSmpoarr7yWz5/fr4rUojYluOD2akqneEb0unvWtfHhk3sRkoyYvg+vv5vc3FzuvvvuUY/oNTc388QTT5DJZJg/fz6rL7ucT5/dl72HibPzufjuGcOK4B1NKpHh+X/aSKg7jntGjAP+TQCcd955XHzxxaMe+T+6S63L5eKqq65i6tSpZFIye9a1s/7NBpJRVXvusvtrmFh74s5lmbTMW/+zg9Z6PyabHuucNg4cqsdisXDvvfdSVFQ0qvfQ1dXF7373O9LpNMuWLWPx3PN481fbCXTGMNsNXPn9wQVrT8SXrx5gy7tNGCxA9QHaO9vQ6XQsWbKERYsW4fGoB8NUKoXf7ycQCBAKhTAajRQXF1NUVDRiQ8Lv97N3714aGxtpbGwkHo9nnzvvvPNYsWIFe9d18tnz+1BkQW6pndXfrc3q0R2LLCsc2NjJhrcOZUtYiqvclCzJ8N6HajbopZdeyrnnDtyp8FToi9ZbLBbuuv0+PnhoP2FfgvwKB9f+ZD7mE+hoDUXfZ2OyGlh0Wz6fb/iQnp6eAa91OByUl5fj8XgIhULU19dnBenvvPPOEXXCPRF9+mEA1157LZWFU3n/sd30NKuZP6VTPZx345QBdXIGIxpM8uLPNhENJLFMDtAc3ZF9/blz547a2EHN2vr9739PZ2cnZWVlfOOOu/j4qX0c7C3TXXrdZOZdOnijg6HINjCQBPYF7RxuUbNMli5dyvLly4/LCBJCkEqlkCTphEL0A5FOp9m+fTsbNmzIHoBA3fPmzZvH4sWLifkzrHlwJ4HOmKqxec9MquYNHpzKpGU2rTnMlncaEUI1tmdfmcuaj18hnU4zc+ZMbrzxxlFfq48ORnzjG99g7zsRDu/0YrLoufYkMn76vfYnLXzy7D50Bol5N3r4fNNaIpHIkL+j0+mQJAlZVstNS0pKuO2220bNvvP5fDzyyCPEYjGmTJnCzTffwobXD2edxWabgbkrK5h1Qfmw91lfW5SX/20TqYSMa2aUg77NAFx11VWjLugtyzKPPvoora2tVFZWcvP1t/PGL7bjbz81Jx2oh9fn/t8GEpE0ExZaqQ+uIxxWHVyFhYXZfScYDGYddEfjdru58MILmTt37ikfdGVZ5r333svqDF9xxRVMn1zLmgd30NMcQZJg1oXlLFw98YQl8gCt+/ysfXwPYV8Cq9sIUw/S1HIYj8fDvffeO+q2XDwe58EHHyQUCrFo0SJKDLP48tWDAFx6Xw1TFw1tryiJDKnWCIYcC4ZjslkzaZnn/99GAp0xiie7mHSRnk8+/TibjXo0LpeLsrIyysvLcbvdtLS0sGnTJjKZDDk5Odx5550j7t45FEc7VVasWMHSc87jg8fqsg2NyqfncP6t00b0HRVC8OGTe9j7ZQd6R4oez2YyGbU08Prrrx91mY0++0Kn0/GNb3wDhz6fNQ/tIOJLYjDrWXnPDCbPG3myQ/vBIK/+5xa1i+f8Lg611aPX67n66qvHJAN8+/btvPHGG8iyjMVi4YILLmDRokUYDAY6D4f46A978bZEQIKl1w5v/40Gk7z5y214W6OY7QY8i7zs2qs24Lr33nuHfd4fLl6vl9/+9rckk0nOPfdc5kxbwpu/2kYymiGv3MHVfzZ3WPN/IPocwDqDhHtxF/sa1HNyRUUFc+bMIS8vD1mWiUajBINBQqEQoVCIaDRKQUEBc+fOPenqKkVR8Pv9dHZ2snv3bnbv3g1AeXk5t99+O007gnz8h3rkjEJOiZ3V35k16JwRiqCrKcyhbd3UrWsnHlKDXZMX5nEovY7Ozk4KCgr45je/Oa7Z0eOF5qgDHn30Uf7iL/4Cv9+ffSyTyWCxWHjxxRe57rrrhvU6jzzyCH/zN39Dd3f3oNckk0mSyWT2v0OhEBUVFV9LR51z2gJW3jPy2vI+bTO73c61l97OB79VD95zLq5g2U1Th/zd2LYu/K/sR/SKh1pq8si7fTrSURkAsVCKF3+2kYg/iafIxqpvz0KYE3R1daEoCna7naKion6lsEIRIKni888//zxNTU3o9XpuuOGGUamfD4VCPPLII4RCISorK7nuypt597d1eFtUg27epRNYfOWkQSNFJ+KjP+yl7vM2DA6ZaMkuQuEgbrebm2++edQO416vl9///vfEYjGmTp3KVauu452Hd9PdFEaS4Jxrqph/6YRha24dS8ehIK/8+xaEIshbEGNvq+qsq6ys5KKLLqKysvKUD4FCCD755BM+/vhjQG0ucOWVV6LHyK5PW9n2QVM28pNf4eCSe2uGpaHTRyqR4c1fbqejIYjBKiFPrqerpwOHw8Fdd91FYeHJZYoeSyKR4He/+x1er5dJkyax6oJr+eNvdhIPpXDkmrnqh3OHpYUxGLKs8Hpvow9noQljdSv1+/dknzebzeh0un7OtKMpKirisssuo6qq6oTv1dLSwtq1azl06FC/xy0WC9OmTePcc88lL6eAT5+rZ++XqkN48vwCLrprxpDdHbP3klbY+UkLG986RCohY7LoKTw3ztY6tXT0mmuuYd68eSd8neFy6NAhnnjiCfW1r7qOPW8l8LdHcRdYuf6vhu5gLTIKobVNRDd0gBDYl5biuriy35ySM72fzcEgVqeRS++vIW0K0tTURCwWw2KxkJeXR2VlJW63u39Xbq+Xl156ifb2dkwmE7fffvuolMnv3r2bF19Uy7UuuugiKj0zs81XzHYDF9xazZSFhSd1OO5qDPHKf2xBTivYZnXR2LMXgFWrVnHOOeeMSmRZCMHLL7/Mrl27VEHuO+/l86cO09EQQmeQuPjuGUxbdPJZLUIIPvrDXvZ80Y7JpsOzyMfuetXpaDAYKC0txW63k0wmswZ3Oq2uQw6HgxkzZrBs2bJhHdYbGhp44403slnjBoOBmTNnMn/+/GxG7N4vO/j8hX2kEjKOXDNXfG/2gJ1rB6KjIcj7j9UR6o4jSTD1Yhtf7XkfWZbVLMSrrho1Z53f7+ehhx4imUyyfNlylKZi9m3oRG/UcfWfzaF06tAReCWZIba9GyWcxjIjF9MxWZxCCN793S4ObunGaNaz8pvV9CSbOHDgQPbv5/F4KCgooKioiOLiYvLy8hBCsHv3bt59911isRhOp5M77rjjlDOfjm4oUFJSwq033cFHT+yntV61XWecV8K5108ZcSAMoGm3l7d+vQOhCJyzfTR0qVlOoy3PcHSQ4u47vslHv2/A3xHD7jZx7U/m4yk6NT3Dpjovb/5qOwiYdVERAfMBtm/fPmD2MKjzx+l04vV6s9mQM2fO5Nprrx2WE1wIQTKZJBaLEYvFiMfj9PT0sGXLluxZ4LLLLmNS0UzWPKTuwVankVXfrqV0qmdE9xYNJrPC80YHREvVkv+cnBzuvvvuUc2CfuWVV9ixYwe5ublcNO9aPnn6AADn3TiFuSuHlrmIbu4k8MZBRFIGCZwrKnBfOrHfNb72KC/96ybSCZmSyW5WfnMGobiPnp4ehBA4nU6KiopwOo9fd7q6unjmmWcIBALY7XbuvPNOSkpOLKNyIhobG3nyySeRZZkFCxawbPFFvP3QLvztUXQGiQturWbGeSUntadk0jKv/scWuhrDWMritIrNKIrC5MmTufHGG0fNAdGnewuq7eJUylj7eB2ZtIK70Mrq79aeMFt9KDa9fZj1rzcg6cA2v43DLer3Ytq0aZxzzjmUl5djMpmQZZlUKpX9cbvdw5Y/UBSFDz74gHXr1mVf+9prr8VisdK4y8uOD5tp2auueWa7gUvurRlRZUgimubNX22n63AIo0VCN+MwLe2NOJ1O7r77bvLzTxx4Hw5HB/cqKyu59LyrWfPgbtIJmaJJLq78wZyTWqv7EIpgzUM7ObyjB6vLSMWKNOs3ryOTOV5HdjCqq6u55pprTqgjK8syBw8eZN++fbS2ttLd3X3c+8yfP59LL72MTW80sf1DNXA0aU4+K++dOSxbHNR5suXdJjatOYxQBDkTjLQZ1hOJRigrK+P2228/I3RHTyeaow7453/+Z5544gnq6+v7PV5YWMg//MM/8MADD5zwNXp6eliwYAF33nkn//RP/zTodX//93/PP/zDPxz3+NfHUfcM+zv2kaM40XfN5QcPXTyi329qauKxxx5T9bsuuYbtL4ZIJWQmzy/ksvtrhnTyxLZ14XtO/Qz1uRbkYBJkgeOCcjyr+2e+BbpivP7fqj6ApJOYsqCQibV5OHItyBmFiC+BtzWKvz2KvzNG2JdAJ0nklNiYMCePQ+GN7NuvvteVV16ZzcQ8GeLxOI8//jidnZ3k5eVx9aU38+Hv9xM7BYPuWPoZCTmCcOEuAkE/Op2Oc845h3PPPXdAg2i4RKNRHnnkEfx+PyUlJVx+4fW8//t64qEUFruRy75VQ/lJlkkcza5PW/nkGfXvXrpUoa5lffbAajabcTqdKIpCMpkknU6TyWRwOBxUVlYyf/78IR1Dsizzxz/+kS1btgCqOPeFF6xgx0ctbHmnMSui7sg1M++SCdQsL0VvGPmBM5XI8Nb/bKf9QBCDVSE5YS++QA8mk4mrr76ampqaU3IuCCF44YUX2LNnDy6XiysvvJmPnzhIOimTV+7gqh/Mwe45db2oaDDJy/+6mbAvgSvfwvTVNnbv30ZjY2O/chWLxYLH48HlcpFKpWhpaclu8MuWLWPFihUDRpTD4TBr165l27Zt2ccmTZrE5MmTqayspKysjHRcoXG3V82K63UMnHNNFfMvmzDiv2GoJ877j9bR0RBEILDXdNPoVZ0+559/PhdccMEpR75jsRgPPfQQoVCIObPnkqkvU/X+PGau/8v5Qwo6i7RMz+O7SR7sn3XgOL8cz+X917dENM3rP9+qZqtJaili9TnF5JY40Okl4pEUgc4Y/o4Ygc5Yb5c0gSPHQvE0B5sPfkRTUyN6vZ7rrrvulHRP9u/fz7PPPouiKCxcuJBSYy1fvnYw23zlkvtqsLtP7fu4b0MH7z9ah0DgnNfDoXbVaVxTU8Pq1atPuTvdunXreO+999DpdNx03a1secmnZqbaDFz+QO0JHULDQU6rXa47GoKYbQZmXGFne/36fhlvQ2EwGLj88suZN2/egN/9eDzOe++9x9atqp6Ny+Vi6dKlzJ07F4vFQrArTlOdj7ov2tQsBdRmRau+fbzez4lIJTJ8+ty+bHlfwRyZPV3rEEIwdepUrr/++lM+mB4tzl1eXs4k87ns/aIDnU5i9QO1J8xyTrVF8D5ZhxzoDZxKkHPjNOwL+mcKHZ0JjQQzl5Uye0U5uSX27N85Gc8Q6IwR6okT6omTSSlYnSYcxfD2h6/T3d2NyWTilltuYfLkk2uw1d7ezgsvvIDf78fj8XDDVbfx8WMHCfUkhpXxOByy2fcI7LO7aOxS99qFCxdy6aWXnlT25tEcHaS4+orr2PvHuOqk85i59sfzhuWkU2JpEvv9SAY9luocpAH24J0ft/Dpc/sA9aC44KpyeoLtBAKBbJZ8Xl4eeXl5We3OdDrN+vXr+fDDD1EUheLiYm699dYBnV/JZJK9e/dSV1dHS0tLVjfrWCwWC1dffTW6UE42uySvzM7lD8weUQOGo0lE0rzxS1V/UW/PECvZTSgSxGazcdNNN41KlUdfYEWSJC6/8AY2Pt+NUATzLqnk3BPoTke+aiPwmpp5p7MbUKLqXp9z4zTsC/vPrbb9Af74mx2k4hmMZj3TlxRTUZOH3W0ik1KIBBKEuuME+3664siyQl6pg4o5TjbuX0tnZ8eoVLi0t7fzxBNPkEgkqK6uZkntStY+uifbbGX1d2pPugKhj7AvwYs/20g8nMY9LUVjfDPpdBqHw8Ell1zCrFmzTsnGOHz4ME8++SSKorBs2TI8qcmsf0MNcFbW5HLpfTWYbafWuVoogvcfq2P/xk70Jomic2Ps3Ld5UEf40ZSXl7NkyZIhbdx4PM5LL73EwYPqd2j58uUsO/d89n7ZwY4Pm7PVD5IEUxcXcd4NU08qIy2VyPDHX++gbX8AnUkhObGOQMiHxWLh+uuvZ9q0aSN+zaMRQvD666+zbZvaAO+qFTfzyROHyKQVyqo9XP7A7GE7r4a8j3iGV3o7MFscRpbcXEFPvJFDhw4RDocxGAzYbDZcLhdutxuXy4XVaqWhoYGtW7eiKAoul4ubb755QB24VCrF1q1bWbdu3XEZr3q9noKCAsrLy5k/fz5OSy7vP7o7q1m78IqJLL5i0kklZ7Ts9fHO73aRjGYw5aXwOraRSCbIy8vjpptuGrNy/zORr7Wj7qc//Sn/+q//OuQ1e/bs4ZVXXjklR10oFOKSSy4hNzeXN954Y1ChYfgTyKh7+Bn2t6sGkiM4hb/87zuH/bupVIqHHnoIn8/HjOpZxLcVEw2mKJni5uo/n4vBOPgGlmwK0f3wDpAF9qUleK6aTKLOi/cPe0AnUfyTBRiOMYxioRQfP703m9I+Ekw2PeaZ7TS0qAf5qqoqpk+fjtPpzJa+ANl/XS4XBQUFx2UShMNhnnvuOVpbW3E4HFy8+BrWv9iKnO416L43G1fe6ETaooEkr/98K/6OGCY7GKe3cbj1QHacZWVlFBUVYbfbsVgs2O12cnJyKC0tHbKUO5lM8uSTT9La2orH4+H8OVex/uUmlIw4ZaN0IDatOcz6NxoAKJttQxR3smfv7mw0fCgmT57M6tWrj4uYJZNJXnrpJfbv348kSaxevZpCaxWfv7g/2+o9p9jG/FUTmLqoaEQi/wNxtJGAMQNTDtHtV5tS9KWtV1ZWkp+fP+Lsk76OlDqdjkuWXsu217wosqCsOofV360ddlmlHE6RbotgKLAdV7rSR6gnzus/30qoJ6F2flxexuTF+RhsGTWS7nRitVqR0wrJeIZUIkM8EWfT9nVs3qyWV1VWVnLjjTdm1790Os1XX33FZ599lv1M58yZozr0FAut+/y0HwjSfiCQ1WMCVWfukm/WUFZ98k4TWVb46tWDbPugGYFAqmijO60ajMXFxaxatYoJE0buBIT+DtTc3FxKU0voPKAaV9f9xfwhMxyFEPieqye+vRvJrCfn+ikocZnAa+r8LfzhPExl/Z1R6aTcTwtpJFhceqg6THOHauRXV1dTU1ODxWIhkUgQjUazPwA2mw2n04nb7c7+6PV6Nm7cyEcffYSiKMyYMZP8RA17v1Q7Dc9cXsr5t0475bnUx/o3GtQoLAJ3bZhD3h0oioLRaGTevHnU1NRQWlo65P48EA0NDTz11FMIIbjgvItp+lBHxJ8clczUY0nGM7z1KzXjFglmnFvChIV2Iik/yWQSk8mUNbYdDgdCCJqbm/n0009pbu7VyZs1iyuuuCLrCBNCUFdXx9tvv50t9Vu8eDHnL7uQtvoQLXv8NO/1EfEdsUsMJh2LrpjE3JUVx+nRDRchBDs+bOGLl/YjBJgrInQoO8jIGex2OytWrGDOnDkj/jz66MvMMpvNzC+7lAPrgkgSXPLNE5flpXvidD+4DSWaQZ9jxpBnJXkgAHqJoh/Ow3hMiU4mLfPZ8/uzWkgAJqsBs81AOimTiKQZjILJVgKO3bR1tqDT6Vi8eDHTp0/P6nB1d3fT1dVFd3c3wWAQSZIwGAyYTCbMZjNmsxkhBO3t7VmNvJXnXsW6Z1pIxTO48i1c/sBs8spOzRndR1/GjEDgqAlw2LsTUMuiV65cyYwZM05q/YtGozz00EOEw2Fmz5pDfGcJgc4Yjhwz1/x43qASBUcT29GN/+X9aqYWYCiyUXDfLPSu4x39uz9r5dPn96FkBDqDROXMPIomubDYjWRSMmFfgrA3QTSYIh5OYTDqcBfacFRmWF/3AbFYDJvNxtVXX011dXV2rm3dupXdu3dnA4R9GI1GrFZrdi2sqqpixrRZbF3Tkm04NdLsksFIxtSMoM5DIXS2DOnK/fgCavbekiVLuOiii07aqRoKhXjwwQeJx+PMn30O7R9byaQUpi0uYuU9M4c8dCf2++l5dBcINYDkXjWR8EfNhN5vRGc3UvxXC9Edc+/+jigfPrkn2/hpJNjz9cSL6+nsaUOSJGbNmsXkyZOxWCwkk0lSqVQ2KOhwOHC73eTl5WGz2fp9h5uamnjuueeIxWJUVFQwu+RCNr6plvAXTXKx+ru1pxxM6qNtvz/b2d1ZKfBZ1aA5gN1uZ/LkyRQUFOB0OnE6ndlxH9sM6li6u7v5/e9/TyKRYMb0GXgiNRzYpAZ55lxUwbk3TD7ptfxY5LTCmod20rTbqzrMzvcQs7aw/8C+48rJDQYDBoOBRCKRfWzSpElceeWVx5Usd3d38+yzz+Lz+TAYDFx91dWk2lxsfa+JVFz9HM02AzPPK2XWBWWnfK5Ip2TeeVhtrIYxjTL5IN6A+jebNm0aCxYsYOLEiSfVCGnz5s28+eabSJLEJUuvZvsbAZSMYEJtHqu+NWtYGsQZf4LQB02kWsIYi2y4V00a0BZPRNK8+attdDWqZf4VM3KYtriYvHIHJoueTEohEU2rPxH1X0knoXcm+HTje3h9XnQ6HatWrWLRokVZ2ZrNmzfz+eefZ+08u93OzJkzqaqqoqCgALfbQ9SfItgVp3FnD3Xr2lU9dIuei+4+ufLqowl0xnjzf7YT6o6jcySJFO4mGoug1+tZvnw555577ikHj84GvtaOuu7ubrxe75DXVFVV8Yc//OGkS1/D4TCXXXYZNpuNt95664SL6bF83TTqfvkfv8IXOfI3v+uuu4ZV3gbw2muvsW3bNhwOJ/mBhUR7ZHJL7Vz3F/OHTA9WUjJdv9xKpieOtSaP3DtmZI2Jnsd2kaj3Y1tYRO6NA0dIOg+H2L+xk85DIWK9BpvVaSKvzE5uiZ2cYjvuAiuyrNB+IMjW99SOagKBcWI3nal9w4om9elzFRcX4/F4CIfDbN++nXg8jsViYWHVpdR/GABgQm0el95XMyoRl6OJhVK89T/b6W4KIxAUzoaAvoG29tZBf8dkMlFTU8Py5cvJze2fFZdOp3nuuec4ePAgVquVuWUXc+Bz1eCqmlvAxfcMr/xwpOz6tJVPn9uHUARGs54piwtxV0gYbAomkxGdzoAeA5IkEYmFaWw7wLbtavRIr9dz3nnnsXz5coxGI11dXbz88st0dnZiMBhYtfIqOjaR7exldZlYeu1kpi8pPumy3YFIJ2U+eKyOhm3dCBSs1T7aIvVZbSNQjZzCwsKsrtvUqVOP+wyO5uDBg/zhD39ACMH86mU0f6oDAVMWFrLynpnDygAUQhBe20Too2aQ1ZJv50WVuFYOrP8Rj6T48Mm9HN5xxOGtN+gw2w0osiCdkJEz/eeH2WbAVZ1kf89G0ukUFouF2tpaJEmirq4ua+yVlZVx8UWXkmg3Ur++Q3VsHoOnyMbURUXMXVkxat+1A5u7+PDJPaSTMkqul7DjAKmU6sioqKhg6dKlVFdXjyj63SdQrdPpmO46n+69yrB1tCJftBJ4swF0Evn3zcIy2QOA97m9xLd1Y56WQ8E3B8566zwcou7zNlr2+gh7EwihOhk8RTZyimx4imy4C63o9Tq8bRHqPm8j4k8iEBiqOumM7x9U0Hu4zJg+E2NbFe37QsNqvnIyCCHY+n6T2nQIsJVmiHkO0u3rzF4jSRI5OTnk5+eTl5dHfn4+VVVVg4oUd3d38+ijjxKPx6meMpPo1mKS0Qw5xTau+rO5w+4kKtIK4S9aSdR5kSwGnOeXYZky8HumUzKfv7ifus+OOIWceRZc+RZAQk7LpBIyqUSGdEJW76nERiavjT1NWxBC4Ha7Wbp0KSaTiR07dnD48GFAbYS08sJV+PdJ1H3Rls0SBlXUvmSym8pZecw8r/SUSnKOpqnOy3uP7CYZy6BzxUkUHiAYUW0tm83GnDlzmDt37og0Og8cOMAf/vAHAGaVn0fnJj1IcPHdM5h+gk7iSkqm61dbyXTHMZY5KLi/Fsmix/tEHYm9PizVOeTfO/BcatvvZ+t7TTTv8R+3ptlcJtyFVlx5VoxmPaGeOC31fhRZICQF/dQWOkOHh32PAzFz5kwqbLPZtqYdRRGUTHaz+oFarI7RPazs+KiZz15QuxibS+L4LHXE4uphLTc3l9raWiZNmkRZWdmwHK2yLPPUU09x+PBhcnJyyfXNJ9SZwpFj5tqfzMNdMAwn3bYufM/XgwBDvhUllkaJZTBNdFHw7dkD7s3dTWE+f3H/gPvGUBjdCtGCPQR7bVmz2YyiKP2cc7m5ucyePZuqqskYFQcxX5poMEUsmCQaUv9t2x8g0yvDsmD1BM65qmrUbIijM/MFMsbqdtqDagDT4XBw/vnnM3/+/BE1K1AUhaeffpqDBw9SmF+EuXEmibBMxYwcrvj+nCHtByWWpuPnW1BCKWwLisi5cSqSJCFkhc7/3kKmJ4579UScFxyvMS0UQcteP/s2ddLdGCYZS6Mz6LC7TbgLrLgL1D3KXWBFp9fRstfH1vebiAVTCBTExCa8iaZh36fFYiE/P5/c3Fzi8Tj79+8HoKS4hArdYg5tOVJKfsGt1SctOTMY7QcC/PHBHb06x+CeHaHZVz9oZqYkSVRUVLBw4UJqamqOszsCgQCPP/44gUCA0pIyPP7ZdB+OotNJLL91GrPOHz2t2T5kWeHTZ+qzTmiL3cjUxUXkVVgw2fXoJB2S0IGiQ5YVkuk4Td31bNmxkUwmg8FgYMWKFSxZsgRJkti6dSvvvPMO6XQal8vF8vmr2PtBIJtB5ymyMeeicqqXlAy7o/qw7iOt8P6juzm4tRuBjLm6m7bQEZtHkiSKioooKyvLaiUWFBQMabs0Nzfz+OOPI8syc6adQ/vnFoQimDy/kEu+OTw7PNkUwvv4bpSj92inkcLvz8XgOd7uyKRlvnqtgR0ftahSTcPE6tYhVxymtecwAPn5+bhcLlpaWrKBco/Hw3nnnUexu4qWugC+1gi+jphqTx7zXqVTPay4c/opSxj0EQ+nWPPgDtWRb0ijm9JCZ0ANSjqdTs4//3zmzp170gG/s4GvtaNuuPQ1k9i0aVNWOPe9995j1apVQzaTCIVCXHbZZZjNZtasWXPCGu/BXuPr5Kj7+7//++Me+9u//dsTZgVt3bqV119/HUmSKFUWkupUN+Xr/nL+CSNZgbcaiHzeit5loujHC9AdlTGUPByk+6EdSEYdJX+zGN0ppn0DKLLCtg+asx2gsKZwTomSNoaRRRohVMNM9P6vUAQ+v++4CGwf+fkFlChz6ahTHQFzLqrg3BunjKhz4EjIpGXWvXSAnZ8ccc7lTzZhLkySMcRQpAyySBFPxPD6erLGgyRJzJ8/n/PPPx+3200gEODll1+mubkZo9HIJPMS/AfUMS+6YiKLRpjyLIQg3RIh3RnDVO44LqvhWLoaQ3z8dH22G9qJsBVBzH2Q7pB63w6Hg9zcXJqbmxFCYLPZmVWynMav4iiyQKeXmH1RBYsun4jpFMT9h0Iogg1vHWLT24dBgM6awTElSlTqwevvGvA7U1VVxZIlS5gyZUq/edXS0sKTTz5JKpWismAqsZ3FSEjULC/l/Nuqh/V9EkIQeO0A0fVqFpbeY86WhnmunYxjycBroRCqob3z4xaa63xk0gM7ro1mPYoish0+ZX2cRMl+YplAv+vcbjezpy4m3ebi8A7vkUOxBEUTXZRM8VAy2U3JZDdW59hE1PwdUd5+WNWnEfoUhklddMUaURTVkep0OlmwYAELFiw4Ydl4a2srjz76KLIsU2GvJXEwp1dHa+4Jy9rTPXG6frEFkVbwXFWF47wjRnfGG6fjPzaBgKKfLMB4gqwURRFIEkMamXJaYfM7h9n8TqPqZLDGsU8Ok9aHkZGxmC1YrVasFhtWsw1ZVlR9pniESCxCJBrKrhl5eXlMLqmlfYOeRCiN0azn0mE2XzlZDu/o4cOn9hAPp9WsoAkpRI6XrmAb8XhswN8ZaE51dXXx1FNPEQ6Hyc8pwthQTSYJhROcXPnDOcN2jsjRND2P7iLdelSmgQS5t1ZjmzN4xLltf4DN7zTSsseHMkzDW9giRPP3EU/1z2rQ6/XMmbkAQ3cph7f76LPkXPkWquYVUj49h9IpnlE9AB1NqCfO2w/vpKc5gkDBNMFPUNdINH5knCUlJcyZM4fa2tohNWj8fj+/+93viMVilOdOJVmnOuZW3DmdmctOLAQeeOMgkXVt6Fwmin44D33v+pHpidPxX5tAgcLvz8VUMficzqRkQt4EqUQGg1GPK88y4B4RDST56rWD7P2qQ83Q9YQxlPmJpYMgCdxuDznuXFz2HBxmN0bJpmY9xJIoQkaRZBTSCBRshhxatkUJdKrf4amLirjorulDVhqcCo27vKx9oo54OI0iZTBX+ehOHiSdObIn6fV6SkpKqKioYMKECUyZMuU4x5CiKLz55pts3boVk9FEYXQhSZ8BR66Za388H3fBibNikk0huh/aAYrAvrgYzzVTkP0JOn+5FZGSyblhKvZBNCKFEHhbozTu6sHfESOdlNHrJRw5Fpx5FuweM1aniUxapvNQiN2ftRLxJRHIZApbiRhbyMi92TxmM1MnT6M8bypK0ErX4TCdjWEySXnA9wbIK3Nw/q1TR6U8/ljktMIXLx9g58ct6gOeEFH3AWJJdV65XC4WLlzI/Pnzh1X+/9FHH/HJJ59gMBgoCC8iEzRSUOnk2p/MO2EQzPdCPbEtXRjyrRT+2Tx0R2UMRTd14H9pP3qPmeK/XjQqzspUIsOmNYfZ/kEziiJQbFFcU2OkdVFkkcFsNmMwGNHr9IAgGo0SioQIhY5vWAEwrWoG8sEyQp0pdDqJZTdPZdYFZWPWPTPYHWftE3XZMkGjVUfuVIFiD5OR4sSTMeLJGLFYlFjsyL6Vm5vLBRdcQG1tLTqdjtbWVp5//nn1LOny4O6ZQ9wnMNsMrPr2rBFLzqTaIkQ3diASMtaaPCw1eUP+DRq2dvP5i2ozrOFg9GRI5DXgi6o2Zt+5ue8ey0sryYnOpKNe/W+728TS66cwbVHRqAbKj0aRFda/0cCW95pUO9yRxDwxSCDRTihy/PelqKiIBQsWMGfOnOOy7bxeL4899hiRSITS/ImkdlcgCYnpS4tZcef0YWU1yuEUnb/YghJJYyxz4LygnNDaJjKdMcxTPOTfN2vQzyTUE2fPunaa9/gI9cRJJ2WMZj1mmxGL3YjFof5kkjIte/0koqqdJAq7CBgOIitHHIM5nhxmTp6LPlRI43YvsdDxVUt6ow53gZX8CgfV5xRTMSN31OdMJiWz9ok9HNjchUCgLwgStjcQS6jrnN1u55xzzmHRokVfy2YTmqOul9WrV9PZ2clDDz1EOp3m3nvvZeHChTzzzDOAetC6+OKLefLJJ1m8eDGhUIhLL72UWCzGq6++2s+wLCgoGHamxZ+Cow7UzJj77rtvQIddQ0MDTz/9NLIskyNPxtBdhiPHzHV/Of+EZZ/Jw0G15FVA3j01WI/ZlIQQdP1iC+mOGO4rqnAuH73IUqAzxodP7clutEMhEOgdSSRHAsUUQzGksFjMWEUeof1mtTxDL3HB7dXMPG90uw4NRldjiPVvNNBU5+vzKh4/bkmgc8VIuJoJpdWUcL1eT15eHj09PSiKgsloIjdai+yzqx2l7p7B5PkjS3lWYml8z9eTqD+S1dpXwjzU5iyEoKXez4FNXXQeChENJEmnZAxGHQajDkknIWeUbAMIgSBl9hLPbSAtjhgWxbmVSM0VZMLqvJ0wK49lN00dtajQiehoCPLx0/V4jzrMCwQGZwaDO4mwxoiLAL7IkTLG/Px8lixZwoQJEzh48CBr164lnU7jthRiPDwNCR3zL5vAkmurhr1xhj9pIfj2IVWv6bqp2BYVEf6khdA7h5GMOor+ciGGEzjOFVkh4k+SjGfQ6SXVSLAaMFoM6HQSsqzQtj/Ark9a1WxCoX4mxoI4drcZs+Ih1mghFTvi7MsttVN9TjFTFxUNO4tpNEglMnzybD371qtZWbIuicjvImJsIy2rDkydTsf06dNZtGgREydOPO5v7fV6efTRR4lGo7iNxRibp2I06ln9QC2VM4cWQBaKoPvhHaQaQ5gnu8m/r/a4+dDzZB2JOi/2JSXkXDu0ftBI8LZF+OSZ+mGtb8chKRhsEiKlzzplc0rsXHZ/zaiV6A1FLJRi0x8PsfuztqyTSyAwWGUMnjSSLYViiBNXgvjCRzLu8vLymD9/PolEgvXr15NKpXBYPZgbZ6BTjJRV53D5A7XDztxUUjLdD20n3RZFZzfgumQCqcYwsa1dSCYdRX8+H8OJ9rhYmp6WCNFAEiQwGPQYLXpMFgMmq1rW0n4wmNWWE5JMytGBPj+K3iThNOVBdx6RjiOLfPn0HGZfVMGEWXljFhA6lkxKZvM7jWx9rwk5oyAQKI4AIs9LINWRDXDpdDqmTZvGnDlzmDp1aj/HTygU4vHHH8fn82E3ebA2zUJCx/m3TqP2wuP1dY4lsd9Pz+/VJgn535yFZVp/50mfs8E2r5DcW6pH7d6b9/r47Ll9/Ur1TxazzcB5N05l+tLiMXMi9BELpfjytYPUf9mOEKid4z1+yAkRSXtJpvs3C7LZbMybN48FCxaQm5tLIpHgj3/8Izt37kSSJPIStUh+D+5CK9f8aN6w1nIllqbzl1uRA0mss/LIvf1IxUT40xaCaw6pDqC/XDigXt1IkTMKe75oY8MfDxMPqRlbelcam8NMJmwgET5eqN1o1pNbasfuMWN3mbC5zdjcJnJL7BRNco3559S4y8vnL+4n0BlDoJB2dRF3NpGSVRunb07V1tYybdq0AbNPtm/fzquvvgpAbnImen8++RUOrvnRvBNm18brvHifrAMJCr47B/MxnbtFWqb9ZxtQYhny7pqJ9QT73kjwtkb45Nnh71NGu4TJLaOzp1BMcfSSHinsItioPm93m7j0/lmnrAs9HIQi2PtVB5vfPkywe+DGW0hgdMpkXD34xeGs3dEngdDS0oIQAofVjbVtBiRNeIpsXPG92SO2X8OftRJc09DvPGBfWoLn6slDfocVWaFxl5emOh/e1giJiFpaaTDq0Ol16PQSmZSMryNGJikjECSsncTdh5Dp1Zg2mSm1VxOp94CC2ml7ZSXzV00Yk6qcgWjZ6+PT5/fjbz+S2SiZU5gL0whblIQI4I90I/cGa81mc7ZLek5ODgcPHuS1114jEongMHswN81EJwzUXljO8punDsvRKBRBzyM7STYEMRTZKPzeXHRmvRqU/e8tkFHI+8ZMrDWnPofkjMKede1seOsQ8VAKRUqj80Rx5BsxKDYiLXoyySN2uMmiZ0JtPqVT3HiK7XgKbdjdpjFzoB6NEIL9mzr5/IX9vUFYhZSrk6SzlaSs7qtGo5Ha2loWL178tdKw0xx1vfh8Pn7wgx/w5ptvotPpuOGGG/jlL3+ZjUIdPnyYSZMm8dFHH3HhhRfy8ccfs2LFigFf69ChQ8PulPen4qgD1VhYtmwZ06ZNy2Yp7ty5k7feeot0Oo01U4C9ZzrufCtX//ncE5ZDHF3yaltQRO5NA5e29onbGgqsFP1kweiWWymCw7u81H/ZTsehkLrYjSDtuI/iKhcX3D6d/PJTO8SKtAJ6aUQLZ9iX4PCOHjoOBQn3JIgGkyQiaVKJ/lHitDFI1HmItOmIlohdn4epYxIG2Ya7oLej1AgP4iKj0P3ITlKHQ2CQMJU5STWq7+G86PhuYSdDIpqmqc5L/ZcdNO3xIYRMyhxASBkMaScGWf2ueYpsnHfjlDHN+BkMoQia6nzs39hJy14f0eDx0StZHyduaydpb0fh+Ci+TeRh65qODj3n3nDi7mxHk2wI0v3IDlDAc81kHEtLs+PqcxbZzykm57qhOy+PhEBnjK3vN7H3q3aUTP95Y3WZmLawiOolxeRXOMb8sDMUXY0htr3fxKHtPWTSCgKFpKWHhKOdtOHIASE/P58FCxZQVVWFw+GgoaGBNWvWEI/HMePE0VmLyWTmyu/NHpaWXt9BVDLpKfrxfAw5A+iTHAzQ87udSCY9Jf97MTrz6Bm1QhE0bOtmz5ftdDaESESPyqbpdYbrDDr0BgklI0jGM1nHXB92t4naFeXMubhizLJ/BiMaTFL/VQeHtnfT1RhGkY9fm4/MqQ4U+h/CbVIu1o5qdMKoaurdMm3YDWSEEPierye+rRud3UjBd2ZjLLSp8+l3O0kdCmKdlUfenafeNbzv/Rq2dbPxj4ezzSCOxmDSMW1xMbNXlJ8WZ+lghH0Jdn3Syp4v24n3RugVKU3S2kXS1kXacCRD2ma1MatW1Z3y+/189tlnRKNRjJIVZ+dsDFhYcWc1M849cXBLiWfo/Plm5GBqUKd2qjlM16+3gV6i5G8Wox/FklJZVtjzeRt7vuxQpSd67QSdXsLqMGJxmrA6jFgdRkw2I0JWyGQU5LRAzigYjDrKpnmYtrh4zDK8B8PXFmXnxy3s29CRtQsEAkWfIG0MIVvDpMxeMhzROczLzSMcCfeWT0m4gtWY44XklTm46s/mDEvzSwiB98k6Ent86PMsFP1wXj+NM5GWaf/XjSiRtJqhOnd0uqaDGqTZvraZre83kT7aFpIgr9RO0UQXRZPcFE1ykVNiP20O78GQMwr16zvYvrYZX1u0d4/q7t2jjthsJpOJ6dOnU1tbmz2nfPXVV6xduxYAe6IcW6CKvHIH1/5oHhbH0E46OZqm8783o0TSAzZu6yOwpoHIp61YpueSf0/N6Nx0L0IR7NvYyb71HXQ1hbOakTqDhE4nIUkSiiyOK1c/GkmC6qUlnHv95FEvJT8RQhF0NAQ5tKOHnuYwga44yVgmq8vWhyJlSNjaiNlbELojzzkpwdQ5EZ0wUlmTyyXfrBmxdEFkQzuBV1TNW8vMPAw5ZiLr2kCA5/opOBafelddOa3QtMfH3i/bOby9B1mRyRjVvcqQdiCh7q1V8wo49/opw8q2HW0URdCwtZv69R207vP3n/sc2asSjnYyuiOBF4PBkNVDNEtOHJ016BQTS64dWXOz4LuHCX/UjGTSUfiDef2qJILvHCL8cQvGcgeF3587ajZxKpFh58ctbH2vqZ8cBqiSDhPn5FM1t4Dy6pyTaqA3mqSTMnVftGUbi/Stc3FHCxnDEQfrddddx5w5c8ZxpKOH5qgbZ/6UHHVHYzSYVMHKtGrYGZM5uP015Je7uOqHwzPi+kpedS4TxceUvB6NksjQ/k/rEWmFgu/Oxjzx1Do3DYUQAkVRy12FIPuvIqtZXbFgUtUxCak/ZpuB8uk5FE08tahrsiFA8L1GUo0hJIMO28Ii3Ksn9Ss/GCmyrJCMZgj7ErTW+zm8s4f2gwEyujiKPoFOtmCQbUg6idkXlrP46kkjjnwJIfA/X09smyqSX/Cd2ZhKHUQ3d+J/cR9IUPi9ocuQRkpfavieL9qIBlNIOonCCU5mLitl+pLiURPcPVVS8QzB7jhhb4KQN07Im6DrcIiuwyFkMiSsHSSsHSj6JDrZgjVWgiVegs1lZuU9M06YrXU0cihF56+2oITT2OYVknPztH7fx+Sh3sxVnUTxXy4ctLnEyRINJtm/sZNoMIXVYaR4spviKve4H36OJZXI0LjT2xs99hIPp8kYIsRt7SQsnaAb+CBgSDtw+2fhdDpY/cBsiiaeeK1Pd8Xo/OUWyIghDWUhBJ3/tZlMdxzPtVNwnECj61ToW9t0emnQ9SqTlknGMqommU7CXWgdNYNSCHHSr5VJy4R6EkT8CSK+JJFAkqg/QU9LhK6mMAoZEtZO0iY/ktBjSuZhThRgsRk578Ypw3IGHU3481aCbzWADgrur8Vc5ck+l+6I0vmLLSCg4HtzMFeO3t4vhKB1X4CmXV4i/gQmm5HiKhdVcwpOu4NnKIQi6G4O01Tno/1AkI6DAVIJmYwhSsLSSdLahaI/PlhhyNhx+WdiMTq45Js1TJo9vKCK7/l6YlsHLs07ms7/2Uq6JYJr1URcFx6vpzUayLJCKp5Bb9BhNOvHNQgxEjJpmY6GEK31fnxtUfwdUYJdcXVdQCFl9hG3tZM2qR1yAfQZG47gFExpD1MXFrLiGzOGXWKdnUN6SbUDBnAwhz5oJPRBE6ZKJ4XfmzuKd6sipxV6WiMkY2ksdiM5xfYxKxEfDYQQtB8IcmBTJwe2dPXuUVESlq7eOXXEmSrR68TqzWa1xEpwhKYwYWYel35r1rAaT3mf3Ut8ezeGQhtFP5yHNIieW7o7Rud/bgYJiv/XYgyj0Hl+MAaSeBBCkIxliAb61v4kYX8ChKoBWjkzD0fOqY0p1RIm/Hkr6dYIeo8Z5wUVWKZ4Tvr1ZFkhEUkTD6fxtkZorffTuNtLJBQjbQoiJBlj2oletmKyGjjn6ipqLxx5uW7iYEDNNFYEzosqcF2iOpbCnzQTfPswkklP8V8uGLBpy8nSF0Tb+2U7wa44VpeJ8uk5zDq/7JS7644WQhH4O2P42qL42iL42qP42qIEuuKqZqXJT8zeStqsVgJJQoclVoI9MhGzxcyFd1QzdeHwtVfj9T68j+0GGDDwIEdSdPzrRkRaGTAj/FTJpGXa9wcJeeMYjDpySx3klztOS8bcSBFC0NEQYt+GDhq2dRMNJkkbQyRsbaTMPm5cfTc1S4efqHAmoznqxpmvu6Muv2M5ElLW65209JA2BRA6NUohKXqs0XJs0UpmLS9j2U1Th9UN50Qlr8fie2kfsU2d2OYXknvz6JW0jDdCEYTWNhFee7yQrnmym/x7Z41KOUgf8XCKwzu9tNT7EArklztOqRwx+H6jOnadRP69NViO0nHpE8of7ehRH0IIUgm1THa0okQioxD+tIXYli6UWBrTRDfuSyecUG9vJCSiaVr2qgZb064juhE2t4npS0uYf2kl5hFoMQpZ0PP7o1Ltvz93wENs9yM7SR4IjHpW3dmKUAQ9LRGa6rw07fbR1uAlbu4kae5Rs04lBZ1sxhIrxhYtZ9LsIi68o3p4mSSyoOuh7aSbw5in5ZB/b82Q3/++A62x2E7hn887aw7+wyW+10fo3cOkO6LoXWYc55fhOLd01O4zEU3TvMdH404vrfv8JOMZnLkWquYWUHthOTbXyDIskg0Buh/ZCQq4r6zCuex4yQXfi/uIbe7EPNVDwX21o3IfZzOKIvC1RbIdnVsP+PHHOklaO5ENMSTFiDmZhyVWQnl1LivunD6sJgQAsZ3d+J7eq5bmPTC0YzS6qRP/S/vQ55gp/qvR0dP6OiNnFILdcXxtUXqaw3QeDtHe2E1cDiMpRgwZO7klDpZcXcWkufnDnrOpljBdD24HWfTL8D7u/cMp2v9lA8iCwh/MxVQ+ekG9sx1FEXhbIrTs9dNS76O9IUgs4yNh6SZp6UboezPPMmbs0QlYk8UsvHwSC1dPGFbAMjuvdFD4wIkDql0P7yB1KIhrZSWulRNG5R7PBIQsCH3QSPjj5v4yMhLkXD+4fuJJvZcQ9DRHaNzlpaMhiMGkp3Sqh+pzikZk9/WR8cbp+vU2lFgG65wCcm+tzs5RoQi6H9xOqjl81tl9mUCCxB4fQhZYpnhG1QaXMwpdjWFa9vpo2eun7ZAXWaTQyWYMBgPTFhex6MpJIzoXZQIJun65FSWWGVLGJPDmQSJftGGe4qHgfs1ugP5zonFXD+2NAe795+Wj1ql5vNEcdePM19lR5/HOwW0r4O6fnYecUehsCNJ5OETnoSDBiNo1zaDYKKp0M+uC8hN2PuxDpGU6f3HiktejSTaF6P7NdjDoKP3/RqepxHijJDKqrtseHwC2hUW4Lqok0x3D+/ReRErGeWE57lUDlyKMN9GtXfifrwd6jZnF/Y0ZOZyi4983IVIyuXdMx1ZbMB7DHDZyJEXPY7v7i8YDGHTk3T59VHVZ+hBCZMs8LA7jSTkugu8dJvxhM5JJT+EP52Ic5PCbbAjS/dsdoJco/utFJ9Sq+1MjFc/QdiBAV2OYrsYQ8XASnU5PXrmDaYuLKB1BZD30cbOqC2jRU/TjBSfWBYylafvnDZBRVEfEhLN/LwG1rCr45kFi27qPe86+pATPNUNr54wHmWCSrl9tRYmksc0tIOeW6gHHmPHG6fjPzaCIMc/0PhsRQhD2JVTH3cEgqV7n6cTZ+RRXDT8DXQ6n1NK8WAbnigrcl00c+n3TMm3/vAERzwwrCHg2IdIK8T1ekoeCkBGYqtzYZhcg6Uc5CNabiRLqjuPKt5JTYhvRPFWSGVXWxJvAUpNH3p0zhvz9vqDe1y0QO9oIRRDoiql2eEOQ1sYeUrE0Nqudsupcai8ow5U/vHJDOdI7r6LDm1fQ27n3uXr0bhPF/2vx18IJLodSeJ/Zo0q3ANY5BdjmFxLf0UNscyfoJAq+M/uM3JOVRIau32wj0xVXA+LfmY10jDzFkWoKKPrxgkHtwzMFoQjCHzYR+rAZjpIhsi8uVjWvR7mDL6jlmN62CHq9jpwS24glPkRGofu3O0g1hTGWOSh8YM6gCRaZQIKOf9uoNj3SAhMDkoylT8ppfaYyEj/RmVMzoXFWkCeZ+Ma/LgNAZ9JTPj13xB2IBiL4biOZnjg6lwnPFcNzQpkqnBiLbaQ7YsS2deMYYRnTmUa6O4b3yToy3XEwSORcOxV7b4q1IddC7s3T8P5hD+FPWrDW5I9q6ehokGwI4n9pHwCOC8qPc9IB6J0mHMvLCK9tIvReI9aZ+aN+oBgtlEQm66TT2Qy4r6jCWGgj+H4jyX1+vM/soeC+WsyTRvcwLknSKXU9TezzE/5IbXWec/2UIY0wc5Ub0yQXqUMhIp+04Ll68km/73igpGQkvW7MvkMmq4GJtfmnrG+Y7ogSel9VtvZcOXlYDlGdzYhtTgGxzZ1Ev2o/Iw8FI0EIQXxHN4E3DqJEMyCBY1kZjqWlxPd4Cb7VQPSrdowldhznjF2p70gRGQXfH/ao3dpK7Hiunzqog8GQZ8W+sIjohg5CHzSdNdHxjDdOdEsXme4YOrsR68w8zFM8o+4wlSQJV54VV56V6nNOLiNFCIH/pX0osQzGEjuui09cCiMZ9dgXFBH5vJXol21fC0edkpKJbugg/EkLSvhIOXF0YwfRL9vIv6dmVIOXkk4it8RObsnIs1iEEARePUDGm0DvNpN7w+BzqA/neWXEt3UT296Ne9Uk9CPMgP1TQdJJ5BTbySm2M/0UJBL6PiMlmsFYPLx5BWCtyUdnO4gcTJHY5z/r51bycBDv03tQwmkks56c66dim6MGlC3TchBpmfiOHvwv7aPoz+ePanXLqSJkgfeZvWS64uhdJvLvmnmckw7APMmNZXouib0+Qu81knfHjHEY7fAQisD3gqoLC2Ca6EJn1pPY5ye6oYNMIEn+N2aOurPOaNZTfAq2fXDNIVJNYSSLnrzbpw/5PTF4LNjmFBLb2kX40xbybj9zP4/x4uvkpBspZ84Ko3FWUHMSRtqJSB4OEvmiFVCzsIZrXEqSlE0/j25o52xODo3v8dL1P9vIdKsbbOF35mSddH1YZ+VjnVsAAvyv7EcMIKI+XqS7Ynj/UAeywDorb8hIrHN5GTqbgUx3nNiWzkGvG09EWsH7ZJ3qpLMbKXhgDvYFRZgqnOTfXYOlJg8yAu9TdWS8g3T2Ggcy/gS+5+tBgP2c4mEJcbsuUg3yyIYO5PDx+lFnGiKjEP6kmfZ/30jb366j9f98TtdvthHd0IEYQlh6vBCygu/FfSALLNNzsS0Yvjh6nzZdbGc38lFNH8425FAS75N1+J6tR4lmsp3PPFdUYci14DyvLJslHPxjAxlf4gSveHoQQuB/9QCp5jCS1UDenTNOqBHqXFEBeonkgQDJhsDpGegpEP60hY7/2kx4bRPxHT1Ev2yn5/e76H5wO+muU+9oOtpE17erncQNklrSNcyDsr13LiX2+c+oNXukKEmZ8CctdPzbRoJvNaCEU+jdJhznleK8oBzJYiDVFKb70V1qI6ozgOj6DjWDVge5t1UPy8YzVTgxTXSBLIh82XYaRjn6CCGQo2kygSRyMIkcTp0xn8mxxLd3E9/tBZ2k6tkOc15JRh22+aqtGl3fPpZDHFOEEIS/aKX7tztRwml1j/rhvKyTDtQzR861U9A5jGS642pZ7BmCEILAmwdJ7vMjGXXk3TVzSP0596qJIEF8Zw+plvCg140nQggCbxxUnXQ6iZybplH43Tnk3ztLlQAy6kju8+N7of6MOv/FtnWpTTuA3JuqT9gFHsBxvtrhPL6z56zan5RkhvheH5Gv2ohu7iTVEj6jzqZfB7SMOo0RkTPKneWUlKw2GBBgW1A04micbV4hgbcPk+6IkWoKn3VZJ0IRhD9qJvRBIwg1WpR3xwz0g2RUea6sIlHvJ90eJbKuFefy8tM84uPJBJL0/H4XSiyDqcJJzs3VQ5Y/6CwGnBdWEFxziND7jVjnFJxSg4zRRsgC73N7STYEkcx68r85q19WmqSXyLu1mq6Hd5BuidDzZB2F35szqp05TwYlkaHn8d0o0d7MnyuHlx1nnuLBVOkk1RQm/GkLniuqxnikJ0/Gl8D7VB3p9iOdoBCQagqTagoT+rAJz5VVWGryzpjyyfDHLaRbI0hWAznXTxnRuIzlDoyldtJtUWKbO3GeP/7zfSQIIYht7CSwpgGRkEEv4VpRgfPCiuMOgo7lZcT3+kgdUjNz879VO+6fYei9RrXUSVKFoIdjcBtyLGpW3foOgu83Ufgdz9gP9CTpE+0HdR2wVOeQ6YkT29JFqilM5y+3kHPNlFHVYzoV0t0xgn88BIB71SSMRcMPHBrzrZinekjuDxD5sh3PlWfuOjcQSlImsq6VyGetKL1d/PS5FpwXlmOfX5SdT7b5hXT37k2Btw6OuwZVsiFI4I2DALgunTiicnDnsjK8h0NE17fjXFFxRtkJg6GkZGKbO4nt6CHVHILM8YdWyaTDWOLAWpOHfUnJuN+XHErhf733M7qoAlPpyOx8++JiIp+3ktjrIxNMnnUSGkpKxv/K/mzWlnVOATk3TB3wc9HZjHiumozv2b2EPmrGOqfgjCgdDX/cQvSrdnWvuqX6hOWTxmI7trlqFlfw3cNnpKZq6L3Go+5pGrY5R4Kclmk55N1dQ89ju4jv7CG8tumM0EhMtUfxv7wfUIN21prhyeOYSuyYp+WQ3Ocn/FnroHp2ZwoioxD6qJnI562IZP8uupLVgHV6LtbafCzVOUhnSDO/sxXtr6cxInRidA9OoXcPq+UQLtNJGc46mxHbXDXi1VdadragpGR8T+9Rxy3UiH/B/bWDOukA9A4TnsvVzJPQe41kAuObeZLxxun+3Q7kYBJDgZW8e2qGZXQ6lpaizzEjh1JEPm05DSMdHkIR+F/ZT2K3F/QSeXfNHLArnWTUk/+NmeicJjKdMXzP1SOU8YsiCVnB+/QeMp0xdE4TeffUDLsUQJIknL1ZddGv2s/YzK10d4zuh7aTbo+isxvIuXEqJf93CcV/vQj35ZPQuUzIgSTeP+yh5/e7SHePfzZQqiVMqLcpTM7Vk0fcYU2SJOy9ZaCRL1pRUvIJfuPMQQ6l6Hl0l5r9m5Axljso+uE8XCsnDJitIekkcm+cqkbJG4JEN3aMw6iPEP6iNVtC7rluCtbq4QeRnCsqQS+ROhQkcTAwRiM8eYQQBN87nHXSuVZNpOD+WpzLy8m5bipFf7EQ87QcyAj8L+9XP8NxzlYVGQXf8/WItIJ5iuekpC4c56kNQCJftSMHkye4+sxAKILopk46/mMToXcbUWIZDHkWcm6cRvFfLMCxuKTffDIW2cm9dTpIvZlsO47XgjxdZPwJvE/vAUVgnVOA84KRBRosM/PQ51pQYplshsqZTOKAn87/3Ezg9YOkejUDAdBL6k+v+SxSCqnGEME1h+j8r83jmtEkhGrziHgGY5lDzQgeIcZCG6ZJbhAQ/vD4JmhnMpmeON2/2dabtaU2Csq9tXpIO9Y6O19dH2VB4PWD45rNJYQg+PYhQu8eBsC9ehLWWcOT6nBdMkHN/t4fIHEgMHaDPAnCn7Uc2X+vmdLPSdeHZYon69AKfdA0rmsd9FYOPLFb3aOm5ah/3xHQtz5GN3UiR87c6hY5lKLrwe2E1zYhkjL6XAuWmXmYq9xIVgMiniG2tQvvk3W0/2wDgbcPnRXVOmcqmqNOY0Qk9vhH77X2+Yl8oRpfnhumohtG2/iBcF1UmS01iu/1jdr4xhI5nKL74R1qqYFeIuf6qeRcO2VY5Qa2BUWYJroQaWVcjYRUa4SuB7cjexPocy3kf3MWevswy5aNOtyrVYdj+JMWMoHxPzQJRU2zV8WCIe+26Vgmewa9Xu82k/eNGWCQSOzxjZujWMgC3/P1JPcHkIw68u+eOeKItqU6B2OZA5FWiHx25jhO+0h3Rul+eAdyKIWh0EbRn83HvrAYvd2olk6eX07xXy7EeVEFGNS1oPMXWwl/1jpuDlQlkcH7zF71kDorTy1bPwns84vQe8zIwRSRz1pHeZRjQ3y3l86fbya5PwAGHe7LJ1H4vbkn7NJmyLPiulQ1boN/PDRuzpTopk6CbzYA4Lp0Ao7FI9N+MnjMWY3O0PuNZ1RZjhCC0DtqsxkA9xWTcF3Y/3Bu8JjJv6dGPWhIEN3QkZ1/40XgrQbSLWpmau5N005KtN5SnYNpggsyCsGzILAnh1L0PLZL1eQLp9DnWsi9pZqinyzEvrBo0EwFy7QcnBeon6n/lf3jUkqupGS8T9apGd6ldnKGoUt3LJJOwrVSDSKFP2o+ow+v4c9a6XlkF3Iwid5jxn1FFUV/sYCy/3ce5f+0jPJ/WkbZPy+j9O+XUvSTBXiunayu64Ek3b/dSbIxNC7jjn7VTmKvD/SSOq9OMvvFfUlvsG9jB+nO6AmuPjNINgTo/J9tpDti6BxGCu6fjXNZ2Qm/p5IkkXPNZDDo1HPH9vFxEAlF1RUMf6LabO7VE0eUdW/ItWT3qeDbh86YksXoxo5s5rTrsglZCZCBsC8qxnGeGrTxvbBv3OZRn6a1HEhiyFPX6ZHuUeYqN8ZyB2QUQu+emftTJpCk++HtWe3u3NumU/yXC8m/ayYF355N6f9ZQsF3ZuNYVobOYUSJpIl80kLHf2wisq7tjLKFzhY0R53GiBitfDo5nML3gtod1H5O8YiyFY7FkGvJRtf9L+8/YzOC+kh3Run69bZe/TMDBd+ePWDjhcGQdBI5100BveogSuz2juFoByZxMED3b3dkBdYLH5iDIWf4bcsBrLX5WYej/5X945qRlvEl8D5Zp6bZAzk3VQ8rKmmudJFzvVpaFP6omdhpNtiEogqrx3f0qIb2HTNOqmOUJElZrbrwZ62k2s8cQzvdHaP7dzuz37WCb9eiH8ARqTPpcV86keIfL8A81aMexv/YoGZ8nuZoXl+WguxLoPeYyRmiAcGJkIw6VU8GCH3YROrYDsRnEEIIQh83432qThX7L7VT9GfzcJ5fPmyj1XFeGcYKJyIp43/twGk37KJbOvG/3NsU57zSk8owAXCtUJ3GqcOhcVmjB0IIQfCPh44c7K6qGlQ+QdJJuC6uJP+eGiSrgVRzmK5fbyPVdvq/f9Etnf3Kugaa/8NBkiTcqycCENvUSWLf6AUeR5tUa4TOX2454uxePYninyzANq9wWM1zXJdUYqp0IhIyvuf2IuTTlxHZ1/Aj3R5F5zCSd9fMky7vtM0tVINISXncs5cGQghB6INGgn9UHfv2RcUU/WQBzuVlGAts/YKvkiShsxgwFtpwLCml6M/nY57sRqRkeh7dddrX9lRbhEDvuN2rJp0wkDIU5ioPlhm5oKBWGJyBerFHE9vWRffvdyESqmRL0Q/nYa4aflm2Ic+K6yJ1bwi81YASO73nDpFR8D27l+iGDpBUfe8+5/xIcF1UiWQxkG6NEB7nIK1Q1LnUVzrqWFaG88IT35P7iios03Mho+B9cjeZntOr8SYySlaSRecwjihp4WgkScpWlkU3dqidvM8gMt443Q9vV6vgPGYKvz8X25yCfradpJcwT3LjubKKkr9ZTN6dMzCW967fbxzE//yZvzacaWiOOo3TjlDUDCAlksZYbB8VrRjXJRMwFFhRwmoEWolnRmGko09iv5+u32xXoy75VgofmHtSunrGIns2cuZ//eBpzXSIbumk59FdiKSMaZKLgu/MHrJcdzAkSc0kxKAKwvY1FDmdyJEUgTcP0vGfm9SoskEi9/bp2OcNX/DfPr8oKwTrf2nfaStj6SvTjW3tAp1E3u3TT6njmmVmLpaZeSALfM/tRUmM/xxKdx3lpCu2k39/LXrH0N81Q56V/G/OwnP9FCSTntShkOpgOI3Ox+iX7arzVKd+n061+6J1ToF6CJJ7G5icIc0WjqYvIzX0zmFAdXIVfm8uxsKR6ff0lcD2BSKiX54+gfLYtq6sZqp9SQnuK6tO2sGqd5lxLlPXBd9L45PVdDQio+B/aT+Rz9V11nPNZJy9paBDYanOpej7czEUWJGDSbof2k687vQ5HlOtEQKvHgDAeVHlKXeVNE90ZwN7vuf2npHZP4n9frofVgNhhiIbRT+cqzaKGEGHSUmvI/fW6UgWvarf+f7pK0kMvdeYDR7l3TkDg2dkQbyjyQYmdRLxnT3ZKowzgT7Hd7aE/JIJeK6fMmynpM5qIO/uGkyTXIik6qw7XZINSlLG9+xeyKhNjhzLRl5Kfiw5101FZzeQbo/ifXbvGXkgF0IQ+qgZ33P12eZngwX/ToTz/HIMhVaUSFotyz9NwWYlKdPzxG7iO3sDtLfPGFGw/2j0ThOeq9QzWOj9xnHJSBNCkDjgp/uh7dm55LigHPflk4a1/0o6idzbpmMsc6BEM/Q8tuu0BWezFS0Hg0gmPfn3zhqWlu1gmCe6sfU2EvQ+s3dcs9iPJt0TV7Pq/WrGYMF355zwPiW9DuusfAq/Nxf3lVWgg9i2brzPnJlrw5mK5qjTOO2E3j1M8oBappd7+/QB24ePFJ1Jr3bksxlIt0To/NVW4nXe4zZOJZYmcSBA5ItW/K8fwP/qfkIfN5+WQ3x0Uwc9j+1WHVwTXRQ8MAdD/skv6K6LKo44J5/cjZIcW8eKEILQ2ib8L6gdLK21+RR8sxad5eSbKBgLbXiu6O32uOYQ8V09ozXcIVGSGUIfNNLxb5tUw18WmKd4KPzeXGyzR16i6F41EUt1jtot9qm6MdcO7OuGFdt0ROjeWjM8XZLBUB2nU9A5jWQ6Y2rZ0jg564QQxHf10PWbbSi95a7594+gtFqScCwuofCHczHkW9Xyoge3n5bS+MR+P4G3VGFu96qJmCtPvcGNJKllSYY8C3IgSddvthHf1TPowUBJZki1R4nv9hKv9415tF+kZbxP71GdapKq8+O5avKIHAtHYyyyZztHB946eFo+t9iO7iMdkxcX47l68ik3s3CtrFSzAxMZen6/c1xKefsOQV2/3pYt68+5cRqOpcM/mKtBpTmYp3gQKXWNC3/WMubZTRl/gp7Hdx3R/Lm4clRe17VqIsZyB0oso0pQ1HmHvBchK8iR1GnRiIxt76Ln8d2IlIx5spvCB+aMqGnG0RhyLeTc0Jvx/UkzsZ1jn/EdWd+e1ZbKuXbKiJpHDIap3JnNKg6+1UD407H/7p0IIav6jX2Ob/eVVbgurhzxmqEz6cm/u6bXyZCm5/e7xlwKRCgC/4v1ZLrj6F0mcm6aNiqNe/Quk6qPqJdI7PbS9dB2ko2h4z4rJZEh2RAk8lU7gTUNBNYcIrJh7HUjhayWivbpuTmWlZF7+4yTPoNIBh25t0wHg45EvZ/gHxvG/HspR9P0PLJTlTox6ci/pwZb7anZfrb5hVhq8rKBwPRpykgTiiC2vZuu/9lGzyO7SDWFkcx6cm6cimf1pBGVjurM6jzSe8xkvAm6f7sDOXQa5tFL+7IO07xvzBhQ03qkeK6qwlBoQwmn6P79zjG/jxORao0cJT1jpeA7czB4hu/YlnQSzmVl5N9do0oF1XnVqouzSHN5PJHEeO92X0NCoRBut5tgMIjLdXZ1IR2Iv//7v8/+/28kzmfyv1x00q8V3dSJ/yW1rCj31mpsc4efuTQcUm0RvE/WIfcaOpJFrzrDJAkllBrSELBU5+C5evIpRUMGQghB6P3GrCaQdU4BuTdOG7bY/1BkvHG6fr1NLTMrd6gb1Ulkt50IISv4Xz2gOoZQW4m7V008KZ2g415bqMZTdEMH6CQ8V0/Gfk7xmHR8FIogtqmT4HuHUSKq88JY5lAdbVNzTum1lUSGrl9vyxq/+d+cdUqlJIPRl7mULQW7uRrbCDIAT0TfpixSMoZCKznXTcU86dQPWydCpGVS7VHSrRFi27pJ9UZ2TRNc5H1jxgkz6QZDiaXxPr2H5MEgSOC5evKInBQjId0Vo+s32xAJGdv8wlE7APUhB5N0P7qLTKeadaF3mzFVOpHMepR4BjmYRPYlsl0hs+glbHMKcF02cdQ78snRNN4n69TPyyCp38eTcHYfixAC/4v7iG3pUrMGbhmd1x2I2M4efM/uAUXVAM25YeqorG1wRNNF9ifROY3k3DgNy7ScMe1oK4dTJBuCJA8GSNT7s/uezm5Qy/pPMitNyKouanSD2ujDvqgYzzUn75AdCiWeoevB7WS6YhiKbBQ+MOeUgkLHIkfTagZTb7mhscyBZVoOercJkRHI/gTp7jiZnjhyIAEKIKlOZNuCIuyLi9GZR7dbZ/iL1qw2onV2Prk3V4/K39b/2gF1v9Cpsg4jyRgfCfG9PrxP7gYFnBdX4h6hmPpQ9GWv9TnGTBNdOM8vxzzZjc5sQAiBiGfI+JPqOhhOgRDoXWbMk9wnrYE8EEosje/FfST2+LJlh6faGVmOqLrFme44hgIr+ffVjugwPBKC7/VqVOolCr5VOyrO1KNJ7POrGXW9lS06lwlDngWEqrsoD5ZdrJOwLyzCddnEkyodHAolKeN7Zg+Jen82mDScjOLhENvapQZ5UDOxPVdVjUmny0wgSc9j6v4vWQ3k31szKoFAUP8+R5p1Gcm7Y8aISoFHghBC1XV+7zDpDtWWkYw6bAuLcF5QcUrfe7XB3U7kQBJ9nkV1go8wq384ZCtaNnWqFS13TD/lYPnRpHviqrxQKIXObsC9apIqezDIfqCkZBCM6p6kJGWiX7URfL8JMgrGYtuwqlqGInHAj/eJOkRawVTpJP+emlOuODkbGYmfSHPUjQFfZ0fd/YmLKft/552U8Rjf68P7VB3IAudFFbgvnTh6gzwKJZ4h/HEzkQ0dWUPhaPS5FozFdowFVjDoSLdFSNT7VEPcoMO1shLn8rJR2WhFWsb30v6s2KxzRQWuSyaM2iEQ1M6SPY/tQolm0NkNeK6cjPUY3YBTQYln8D6zR9XKkdSSKceS0XV0CFmNTMW2dgFgnuLBeWE55irPqN1H8lCQwJsHSbep2ZOGfFW43jorf1QP5T2P7iTTFUcy6fFcXYVtQdGoHcrVKH6v80KCnBumYl94ageEgUg1h+l5qg6lN+3eWGpXDzu9TmAlkkaJplFiaZR4Bsmkx1BgxVKdqzohhvH3FGmFRL2P+F4f6daIWoJ2dDa8XsK5vBzXyspTPqyKTK+jebPqaLYvKcG9etKoGjWZnjhdvYaVaYKLgm/VjokDQ6RlQh82q8K8ycEjkjqbAX2uBZGQs5otkkmH6+IJOM4rHZWxpbtjeB/fTcabQLIYyL9r5qga9yKj4HtuL/FdaqmlfUkJ7ksnjKphF93Ygf+V/SDANq/XuTqK6zOoGpg9j+8m06UeSozlDqwz8jAUWtVsDlkgMjIipSAyCiKtoLMaME1yYxxm1rWSyBDb1kV0Q0d2jeuj7xDkuqjylAM5QggiX7SpmlwCTJNc5N44bVQDXEoiQ8/vd5FqDqNzmSj83twxcVqItELwvcNEvmw70qFzmOjdJtxXTsY6K++U13eRUQi+fShb1mlfWqJmpI7S91DNoDqyv9rPKca9atKoOq8S9T56nqqDjBiTIAWo373ol2oW1tGfl2TSq9nFg5VT6dRAhfPC8pPKThSKQCQyyJE0iX1+wp+2qHujXiLvtunD7rJ5IjKBBN0P7kAOJlWn+vVTscw89e/X0UQ39K53qJm19t4yu9EmE0wSer+R2LauAeeW3mPGWGTLVpWkmsKkmlXZEJ3DiOfqyVhr80fl3jOBJN4nd5Nui6qVPKNQgXAskfXt2RJ9U6UTzzVTRiW7qo9Ua4Sex3ejhFPoXCYK7pt10pm2gyGHU/Q8vlsNXkiqPqR9SQmmcuewdDGHQ7IhQPDdxmwgVrLocS4rw760dNScsxlfgu5HdiL7EmqG3nVT1DPRaNnhvU08ohtVfcDc26aPSRAx443jfWoP6Q51P5dMOoylDvR2I0paQYlnUCIplEgakVbXPr3bhGVGHo4lJcNOFFASGdIdUTI9CTK+OBlfAtmXIN0ezb6upTqH3FuqR8X2SjaG1OqyRAZ9jpncW6pHPVhwpqM56saZr7ujrvh/LRpx44CjjTjr7HxVO2WUD0PHIhRBuj2qZhMIdfM3FtkGjMpneuL4XztAsrdFuaHIhuviSqwzck86LT7dFcP3fL266elU/Y5TjboO+l7dMXxP780u6IZ8K7a5BZgnezAW2ZCshpPapFLtUbx/qEP2JrKlytYZeaM9fKD3APhpi9qNr9ewk0w6DAU2dGbVEBdp9SArGXTozHoMRTYs03KwTM0Z1PEgB5ME1hzKOkslix7Xygk4lpaMSdRTiaXpeWoPqV4hWFOFE8eyMizTc9CZT/5gpCQz+J6rV6P4ut5MulHOSD0aOZIi9H4j0Y2dMALtFX1vcxf7oqLj7lfIgmRDgNi2buK7exCJ/o4mnd2IqdyBaaIb+/zCkxaNHwghBOGPm7PdtPRuE47zy7EvKDrlTJ10dyzb8c9QZKPg27NHPSPgWJSUTOpwiHRXDJGS0VkN6J0m9LkWDLmWfveUag4TeKshaxwbCqy4L5uIZXruSTnshCyIblY7s4mkjN5jJv/emlE/OIC6jgfXHMmkkSwG7OcUY5tTgLHYftL7iFAE4Q+bspo4toVFatOPMdqXlJRM6L1G1Sk0gu56pkon9iUl2GYXHPdZCSFINYeJbuggvr07a1QjgbHYjrnKjXlaDpYq96hITBxNfK8P37N7EUkZyajDvqQEx9JSDLknr0cG6vrZ/dhu0s1hdDYD+ffXYiodvQPvQMjhFPE6L+nWCHIkjWSQ0LvMGAqtGPNVZ4LOYUSJponXeQl/3IzsV7MUTZPcuC+dgGmi67g9VgiBSMkosUxWN1cy6NTvmEECJFKHg4Q/bs5mlrgunYBzRcXoO7mU3sz+3rJUnd2IY1mp2j37FJ238V09eJ/r1TurySPvtuljEqToIxNMEvmslfiunmz1RB86hxG9x6zek04i0xUj091byiepTaxcF1cet1aJtEyqOUKqJUy6LUK6J94bjMoMGBAx5FnIvW36STVvGvLefAm8T+/JZnqap3jUzMEppx60jG7qbZQjwHlBOe7Vk0ZjyEMi0jKplkhWM0zvMGIosg+4PyYPBfG/up9Ml/p5jUbANr7Xp3ZNjqTVTLG7Z45aFtpx77W7B9+L+7J2jXmKR7XDJ7rR51pO+h5i27vxv7wPkVIwFNnIv6dmxGew4aIkMwTebMhWzwDQux5Kkrr39znFhSLQu0yYSh1YZuRhmZ47aPAz1RIm+F4jyd4GPpJRh+PcUpwXlI9JRpUcSeF9eg+pQ72VGZPcOJeVqYHkU6hmEune4OFurxosv3nsMpRBDeJE1rUR+aIVOTgyvTprbT7OFRXH7Z9CqGfjxD4/iXqfahcOEuMw5FtxrqhQs/lG0TZKd0TpeWJ3dh+1zsrDsbxcrRAZw2qDMwXNUTfOfN0ddQDFP100LIFgIQTRr9oJvHkQFFQj7vbpY+IgOVWEEMS2dRN86yBKtDcTTwd6jwWdSQc6CSQJJFUzCkmN5OrsRjV7xW5E5zCCJJFsCKp6a7JQW1jfMQPLZM/Yjj+jEP6khfBnrYhjtcV0oLMYkCwGdBY9OosBQ6ENU7kT8ySXakQctTgqKZnIZ62EPmqCjEDvMZP3jZmjGiEcjIw3TvizVmLbuo5z5AyGZNFjrcnHNqcA82S3aqB3xohu7CC6oUM9wEqq9pTrkgmnlLo9HIQiCH/aQnhtU7/DsyHPiiHfij7HjCHXgiHHMqBj5VhSbRF8z+1VDVi9RN7tM7DWjI3D9FjkaJrEXh/p9qh62BRCPQzZTejsBnRWA0pCJtUcJr6jO1t2KZn12OYVYip1IGSFVGuExB4fylFdmfVuE9baAsyTXBjLnOjdpjHfpBP1PvyvHcgaCOgl1aEx2YO50omx3DmiDoWJAwF8z+xBiWUwFFhVJ90YlJ+fKkIRxLZ0EXz70JHPwCBhyLWo67EQiIxQM7pkAbKCUNRSCsmi7/3XgKSXSLVEUHoPXqYJLvLunDHm96xq/zVky35BddoZS2zo3Wb0LhN6hwmd06QeBvPUeTbQ9ynjS6iBmd5Dg/OCclyrJp4WA1EOp4jv6iHZGEL2JRCKQNJJqgPHpEcy6pAMOjKBZK8BrZpoOrsR+8IiTJUuQJBqixLf0X3ECQEYCq3YF5dgm1sw5mscqOU5gVf2k2w40p3OWGzDNMmNqcyJscyBsdA67P0+3RGl5yk1MHS6nHQng0jLhD5uIfxJczaopHMYVSelUA+7WefcMJ2yOpuBnBumjfm6ntjvJ/DGwX7OK1OFE3OVB2OxDUOBDUPe0PtRHyKjEPqwKSvrMR72nRLPqOuZBDqnacC1O9USJvxRs3q4BvWeJ7owFtgQaYV0T5x0W+SEn5Vk1GEsc2CbW4B9YfGYOSNFWiG0tpHwZ63ZMelzzFhn5mGZkYup0jWiPUooqr5weK0alLAvLRkVDc6xQGQUQh8195tbklGH3m1W/94DDFky69HZVDu8718UQWKfn9Rh1VFjLLaTd/fMMXNw9ZEJJAm9c4jYtmP0IHWo+5PD2HtmMKpnBpcJ8yT3gFlrcihJ8O3D/SpN8u6cMaoSAIORag4T+aKVeL1/wMqkgZCMOiwzclU7fEoOKILkoSDRDR1qszZQy5sXF6vZ3a4xtsNlhfDHLdlzDAAGCWOxXbXFcy2qLZ5jQe8xH7GFBiHdE8f3zB41Y10vkXvr9FPWBxz2vSiCTFeMdIdqh0tGPTqrQbXFHb1nTwVSTSGiGzuyVQig2mjmiS4w6Mh44yQPBrP2Wx96txlDgRVDnnoe0edaMBbYMBTZxmydUBIZAm81qJUufR9PvhXLdLUyxzRxZOvc2YTmqBtn/hQcdX3k3lqNeYpnwENBuitGcM2h7AJtm1tAzo3TxjTSOhrI0TSRL1qJbe4ccQTjWCzTc/FcO/mUup6NFCWRIb7Lq2YItEWOizgPRJ+xYMizIPuTJOp9WYeLpTqHnJurxzxD6Fj6NqZMIKk6HvUSklGPpJcQikCJpFXnUJ03W6IJqIacTupndI9FKcJwkMMpIuvaiO/sOWHL+Gw2WYUTY4UTvd2IHFQP9bFtXWpWqMtE3p0zxiwifKooKZnYli4iX7T2cyAcjc5mwFqbj21OoZqFMsaZtQMh0jLRzV1E1rVlyxGPDFA16o2lDkylDoyldozF9uOM40wwSfijZlX7CfWwm3fXzDPSSXc0fdIA0S2dKOGTbzKhsxtxXlCOY1nZafsMhSJI1HmJbukiud9/xAk+2BhdJswTXZjKnRjyrCgpmeSBALHt3WqZnEFHzrWTx6R8fDSQwymiGzqIrm8ftPubZNRhrc3HvrgY04Tjs7rGGiEEib0+Il+0kTwYyBrcWfSSavAX29R5VaT+q/cccaL2rZPhT1tAFuhzLeTfPXNMMjRHk0wgSXhtE7Ht3YihhLENUm+ZqaQ6wGWRdYYb8q1Ya/NxnFd22vZYISvEtnUTXd9OqmngLuU6u1E9tOVZew9t1uznpiQyJPcHCH/Wks1+cpxbivuKqlErkRsLUu1Rwh80HnHYHYPOZcJc4cRY6sBYbFMdf1Y1GKWzGE677ZrxJYh80Up0U2f/rL7ePcpU7sRQaMNYqB6o9a7jA13JxhDBNYey2dSO88twrx5eN83xJOONE/60hdj2nuMDzyNBJ+FYVopr5YTTeujP+BJEN3eSPBAg1RI+sRPYrMdU6cRU4UTqleSJ7/Wr+5TUK5tz8YTTPr+EIpADRzQf6Qsq6dXEBTmQJHEwoGa3eodooiah6uReMmHUdcBPRCaQILKundi2rv5nhWPRSxjy1XXOWGzDWGRXmzpEUsR39BBZ335aky9OhXRHlNBHzcR3dg+YLScZdZgne7BU52Cpzj3lTPhTId0RJfxpC/GdPf1tur51rsKJqcKFpTrnjLevh4vmqBtn/pQcdX30RbKk3mwtJZom3ddJVS/hvnQCjvPLz3jj4GiEEMhBtQGF6BXqFEKoBxFFgCJUnYBIr1ZXNI0cSavGd5Ed2+z8US+LOBmUlIyIq9F9JZFBScgosTTpjiipxvCgRoQ+14L70gmjqu0wFghFkGoMEdveTXxn95FsSIMOyxQPjnNLMU/1jOs9CCFQwmnSnVEy3gSyP0HGn1C1IPyJI2MeAuvsfDxXTT4rNiqhCJL7/ST2+VUHpU7CWGhTs9Ymu8+ojNp0d4zEXj+pxiDJpvCghpzeo2ZtSSY9cjilOvh6p419UTGeq6tGvbxwLBGK6P0eJtX1TOotyzPoVKd476FUpGSURAaRkFGSstpkpMCGeYJrVBrinPT4ZYV0e5SMN66u06EUSiSFHEkjh1JkvPEhD0fmKjeeayaf8c4gUMuN4nU9JHZ7SXfH1dLWAnU+WWflnZYMi+EgR9MkD/hJNUdIt0VItUYG1VGUzHoMOWaUlNJPXH68AkOngkgrpNoj6tqhk9RM+6Oye87krIBMIEFyX4BUa5h0Z4xMd2xY+1EfOrsBz1WTx1SGYbTJeOMkG4Kq81svYcixYKpwDpqBO94oKZnkfj/x3V6SB4ODNkWTzHo1M8hjBkki3R3LOk8ksx7PVZPHTJNurBCKIOONo4TTiIE0CIVA6Ssvj6VRouq/CDCWOrDNyUfvGpumHMNFDSyn1H2q96ygRNVM0ExPjMTB4KBZa6YJLtxXTDpjg7N9CCGyjcDiO7qzgSW9x4y1Jk+VRRim3upYjjHTHVcTALyqDS4Hkuq//gQiNXTgD8A81UPujdNGVZZlLMkEEiT2+lUNaFmtjjJVODFPcp9xSTNKMkOiXj03JPcHjlvn8u+twVJ9co2wzjQ0R90486foqBsQCSwz8nBfNuGsOAz9qSLSMsmmMKlDQeRoGp3NiHmiC/Pk0WvkcLoQikCJqgad3mk64zaiwVCSGdKdMdLNYVItEVKtYURCRmczYprgxL6wGFPF+Dt9v+6ozvkkqeYw6fYo6baompU6iPPONMmN6+JKLFM8p3egGidESanl2KmmEOk+jSS9hKnEgXV2/rhkn/2pIYRA9idJd0ZJd6hlO5nOqOpsPMaJaqp04jy/HEvN6Irna4wcJZFRD7JeVVg80xMn0x0n3RlV5SgkMJbYsc4uwLG4+E+ya994kgkk1XWtI0qmM0a6K6YGJgbyM+glbPMKca2cMGZdZDVODaEINXB+OKTOsYzAkGvBMj0XY6n9rFsPhRBqgEYnndFBiqPps/2y+1RH757VE0dvM2Ca6MK+sHjcg/5/KvQlyqSaQqod1xwm/66ZX5u9RnPUjTNfd0ddyf8+p19Wj5KSkX0JNVsrrmZsSQYd5omusyL7R0NDQ2Mo5EiKjDeBEk6h9DZuMJU7tfVNQ+MkEBmFTE8cOZRCMuowFNrOqgy6P1WE6O2sqteddUG8rzsio6gZ+oFkVu5E5zZhnuA6YzJuNTQ0NDRG5ifSVm+NEVHy/51z3OFUZ9KjG2YbaA0NDY2zDb3DdFrE+TU0/hSQDLpeHSDNbjibkCQJzqLy/j8lJIMOY69enYaGhobG14Ozoy5M48xBC6JqaGhoaGhoaGhoaGhoaGhojAmao07jhOTm5ABQqLjOGs0vDQ0NDQ0NDQ0NDQ0NDQ0NjbONr7XXxefzcccdd+ByufB4PNx3331EIpFh/a4QgtWrVyNJEq+99trYDvQM56677+aciXO4bvmV6KxatbSGhoaGhoaGhoaGhoaGhobGWPC19rrccccdtLe38/7775NOp7n33nv59re/zTPPPHPC3/35z3+udXbpxePxsPqe68Z7GBoaGhoaGhoaGhoaGhoaGhpfa762jro9e/bwzjvvsHHjRhYuXAjAr371Ky6//HL+4z/+g9LS0kF/d9u2bfznf/4nmzZtoqSk5HQNWUNDQ0NDQ0NDQ0NDQ0NDQ0PjT5ivbenrl19+icfjyTrpAFauXIlOp2P9+vWD/l4sFuP222/n17/+NcXFxcN6r2QySSgU6vejoaGhoaGhoaGhoaGhoaGhoaExEr62jrqOjg4KCwv7PWYwGMjNzaWjo2PQ3/vxj3/MueeeyzXXXDPs9/rZz36G2+3O/lRUVJz0uDU0NDQ0NDQ0NDQ0NDQ0NDQ0/jQ56xx1P/3pT5EkacifvXv3ntRrv/HGG3z44Yf8/Oc/H9Hv/c3f/A3BYDD709zcfFLvr6GhoaGhoaGhoaGhoaGhoaHxp8tZp1H3F3/xF9xzzz1DXlNVVUVxcTFdXV39Hs9kMvh8vkFLWj/88EMOHjyIx+Pp9/gNN9zA8uXL+fjjjwf8PbPZjNlsHu4taGhoaGhoaGhoaGhoaGhoaGhoHMdZ56grKCigoKDghNctXbqUQCDA5s2bWbBgAaA64hRF4Zxzzhnwd376059y//3393ustraW//7v/+aqq6469cFraGhoaGhoaGhoaGhoaGhoaGgMwlnnqBsuM2bMYNWqVXzrW9/ioYceIp1O84Mf/IBbb7012/G1tbWViy++mCeffJLFixdTXFw8YLZdZWUlkyZNGvZ7CyEAtKYSGhoaGhoaGhoaGhoaGhoaGn/i9PmH+vxFQ/G1ddQBPP300/zgBz/g4osvRqfTccMNN/DLX/4y+3w6naa+vp5YLDaq7xsOhwG0phIaGhoaGhoaGhoaGhoaGhoaGoDqL3K73UNeI4nhuPM0RoSiKLS1teF0OpEkabyHc8qEQiEqKipobm7G5XKN93A0NM5qtPmkoTE6aHNJQ2P00OaThsbooM0lDY3R4es4l4QQhMNhSktL0emG7uv6tc6oGy90Oh3l5eXjPYxRx+VyfW0miYbGeKPNJw2N0UGbSxoao4c2nzQ0RgdtLmlojA5ft7l0oky6PoZ242loaGhoaGhoaGhoaGhoaGhoaGicFjRHnYaGhoaGhoaGhoaGhoaGhoaGxhmA5qjTOCFms5m/+7u/w2w2j/dQNDTOerT5pKExOmhzSUNj9NDmk4bG6KDNJQ2N0eFPfS5pzSQ0NDQ0NDQ0NDQ0NDQ0NDQ0NDTOALSMOg0NDQ0NDQ0NDQ0NDQ0NDQ0NjTMAzVGnoaGhoaGhoaGhoaGhoaGhoaFxBqA56jQ0NDQ0NDQ0NDQ0NDQ0NDQ0NM4ANEedhoaGhoaGhoaGhoaGhoaGhobGGYDmqNM4Ib/+9a+ZOHEiFouFc845hw0bNoz3kDQ0xo2f/exnLFq0CKfTSWFhIddeey319fX9rkkkEnz/+98nLy8Ph8PBDTfcQGdnZ79rmpqauOKKK7DZbBQWFvJXf/VXZDKZftd8/PHHzJ8/H7PZzJQpU3j88cfH+vY0NMaNf/mXf0GSJH70ox9lH9PmkobG8GltbeXOO+8kLy8Pq9VKbW0tmzZtyj4vhOBv//ZvKSkpwWq1snLlSvbv39/vNXw+H3fccQculwuPx8N9991HJBLpd82OHTtYvnw5FouFiooK/u3f/u203J+GxulAlmX+7//9v0yaNAmr1crkyZP5x3/8R47uv6jNJQ2Ngfn000+56qqrKC0tRZIkXnvttX7Pn8658+KLLzJ9+nQsFgu1tbWsWbNm1O93TBEaGkPw3HPPCZPJJB599FGxe/du8a1vfUt4PB7R2dk53kPT0BgXLrvsMvHYY4+JXbt2iW3btonLL79cVFZWikgkkr3mu9/9rqioqBBr164VmzZtEkuWLBHnnntu9vlMJiNmzZolVq5cKbZu3SrWrFkj8vPzxd/8zd9kr2loaBA2m0385Cc/EXV1deJXv/qV0Ov14p133jmt96uhcTrYsGGDmDhxopg9e7b48z//8+zj2lzS0BgePp9PTJgwQdxzzz1i/fr1oqGhQbz77rviwIED2Wv+5V/+RbjdbvHaa6+J7du3i6uvvlpMmjRJxOPx7DWrVq0Sc+bMEV999ZX47LPPxJQpU8Rtt92WfT4YDIqioiJxxx13iF27dolnn31WWK1W8fDDD5/W+9XQGCv+6Z/+SeTl5Ym33npLHDp0SLz44ovC4XCIX/ziF9lrtLmkoTEwa9asEf/7f/9v8corrwhAvPrqq/2eP11z54svvhB6vV7827/9m6irqxP/5//8H2E0GsXOnTvH/G8wWmiOOo0hWbx4sfj+97+f/W9ZlkVpaan42c9+No6j0tA4c+jq6hKA+OSTT4QQQgQCAWE0GsWLL76YvWbPnj0CEF9++aUQQt3EdDqd6OjoyF7z4IMPCpfLJZLJpBBCiL/+678WNTU1/d7rlltuEZdddtlY35KGxmklHA6LqVOnivfff19ccMEFWUedNpc0NIbP//pf/0ssW7Zs0OcVRRHFxcXi3//937OPBQIBYTabxbPPPiuEEKKurk4AYuPGjdlr3n77bSFJkmhtbRVCCPGb3/xG5OTkZOdX33tXV1eP9i1paIwLV1xxhfjmN7/Z77Hrr79e3HHHHUIIbS5paAyXYx11p3Pu3HzzzeKKK67oN55zzjlHfOc73xnVexxLtNJXjUFJpVJs3ryZlStXZh/T6XSsXLmSL7/8chxHpqFx5hAMBgHIzc0FYPPmzaTT6X7zZvr06VRWVmbnzZdffkltbS1FRUXZay677DJCoRC7d+/OXnP0a/Rdo809ja8b3//+97niiiuO+75rc0lDY/i88cYbLFy4kJtuuonCwkLmzZvH7373u+zzhw4doqOjo99ccLvdnHPOOf3mk8fjYeHChdlrVq5ciU6nY/369dlrzj//fEwmU/aayy67jPr6evx+/1jfpobGmHPuueeydu1a9u3bB8D27dv5/PPPWb16NaDNJQ2Nk+V0zp2vg+2nOeo0BqWnpwdZlvsdgACKioro6OgYp1FpaJw5KIrCj370I8477zxmzZoFQEdHByaTCY/H0+/ao+dNR0fHgPOq77mhrgmFQsTj8bG4HQ2N085zzz3Hli1b+NnPfnbcc9pc0tAYPg0NDTz44INMnTqVd999lwceeIA/+7M/44knngCOzIehbLqOjg4KCwv7PW8wGMjNzR3RnNPQOJv56U9/yq233sr06dMxGo3MmzePH/3oR9xxxx2ANpc0NE6W0zl3BrvmbJpbhvEegIaGhsbZyve//3127drF559/Pt5D0dA462hububP//zPef/997FYLOM9HA2NsxpFUVi4cCH//M//DMC8efPYtWsXDz30EHffffc4j05D4+zhhRde4Omnn+aZZ56hpqaGbdu28aMf/YjS0lJtLmloaJw2tIw6jUHJz89Hr9cf12Gvs7OT4uLicRqVhsaZwQ9+8APeeustPvroI8rLy7OPFxcXk0qlCAQC/a4/et4UFxcPOK/6nhvqGpfLhdVqHe3b0dA47WzevJmuri7mz5+PwWDAYDDwySef8Mtf/hKDwUBRUZE2lzQ0hklJSQkzZ87s99iMGTNoamoCjsyHoWy64uJiurq6+j2fyWTw+XwjmnMaGmczf/VXf5XNqqutreUb3/gGP/7xj7OZ39pc0tA4OU7n3BnsmrNpbmmOOo1BMZlMLFiwgLVr12YfUxSFtWvXsnTp0nEcmYbG+CGE4Ac/+AGvvvoqH374IZMmTer3/IIFCzAajf3mTX19PU1NTdl5s3TpUnbu3NlvI3r//fdxuVzZg9bSpUv7vUbfNdrc0/i6cPHFF7Nz5062bduW/Vm4cCH/f3v3H1Nl+f4B/H1AD79OeFicQExACRERBVYi/opQESlUUlnIEMnULIc6f40VajadOVMLk3RukMrEMhCipKFgApYK8kPkDMmAUrFSRCSYIef6/tF85klQ7KuAH9+v7dl47vt67ue6n+3eONfuc56IiAjlb64los4ZPXo0KisrjdrOnz8PJycnAMCAAQNgb29vtBYaGxtx8uRJo/XU0NCAoqIiJSYnJwcGgwG+vr5KzPHjx9Ha2qrEZGdnw83NDTY2No9tfkRdpbm5GSYmxh+RTU1NYTAYAHAtEf1XXbl2/if+9+vut1lQz5aSkiJmZmaSlJQkFRUVMn/+fNFqtUZv2CN6mixcuFD69Okjx44dk7q6OuVobm5WYt5++21xdHSUnJwcKSwsFD8/P/Hz81P6b9++LUOHDpXAwEApKSmRrKws0el0Ehsbq8T88ssvYmlpKStWrBC9Xi+fffaZmJqaSlZWVpfOl6gr3f3WVxGuJaLOOnXqlPTq1UvWr18vVVVVkpycLJaWlrJv3z4lZuPGjaLVaiU9PV3Kyspk6tSpMmDAAGlpaVFigoKCxNvbW06ePCn5+fni6uoq4eHhSn9DQ4PY2dlJZGSklJeXS0pKilhaWsrOnTu7dL5Ej0tUVJT069dPMjMzpbq6WlJTU8XW1lZWrlypxHAtEbXv5s2bUlxcLMXFxQJAtmzZIsXFxVJbWysiXbd2CgoKpFevXrJ582bR6/WyZs0a6d27t5w9e7brHsb/Ewt19EDx8fHi6OgoarVaRowYIT/99FN3p0TUbQC0eyQmJioxLS0t8s4774iNjY1YWlpKaGio1NXVGY1TU1MjkydPFgsLC7G1tZVly5ZJa2urUUxubq54eXmJWq2WgQMHGt2D6H/Rvwt1XEtEnffNN9/I0KFDxczMTAYPHiy7du0y6jcYDBIXFyd2dnZiZmYm48ePl8rKSqOYa9euSXh4uGg0GrG2tpbo6Gi5efOmUUxpaamMGTNGzMzMpF+/frJx48bHPjeirtLY2CiLFy8WR0dHMTc3l4EDB8p7770nt27dUmK4lojal5ub2+7npKioKBHp2rXz5ZdfyqBBg0StVouHh4d8++23j23ej4NKRKR79vIRERERERERERHRHfyNOiIiIiIiIiIioh6AhToiIiIiIiIiIqIegIU6IiIiIiIiIiKiHoCFOiIiIiIiIiIioh6AhToiIiIiIiIiIqIegIU6IiIiIiIiIiKiHoCFOiIiIiIiIiIioh6AhToiIiIiIiIiIqIegIU6IiIiIrpHZGQkNmzY0N1pPNGuXr2K5557DhcvXuzuVIiIiOgJwUIdERER0SP0559/YuHChXB0dISZmRns7e0xadIkFBQUKDEqlQqHDh166LGdnZ2xbdu2R5dsB0pLS/Hdd98hJiYGANDa2opVq1bB09MTVlZWcHBwwOzZs3H58mWj6+rr6xEREQFra2totVrMnTsXTU1Njz3fnsrW1hazZ8/GmjVrujsVIiIiekKwUEdERET0CE2fPh3FxcX44osvcP78eWRkZMDf3x/Xrl3r7tQ6LT4+HjNnzoRGowEANDc348yZM4iLi8OZM2eQmpqKyspKTJkyxei6iIgInDt3DtnZ2cjMzMTx48cxf/787pjCA7W2tnbJfaKjo5GcnIz6+vouuR8RERE92VioIyIiInpEGhoakJeXh48++givvPIKnJycMGLECMTGxipFLWdnZwBAaGgoVCqVcn7hwgVMnToVdnZ20Gg0eOmll3DkyBFlbH9/f9TW1mLp0qVQqVRQqVRKX35+PsaOHQsLCwv0798fMTEx+Ouvv5T+HTt2wNXVFebm5rCzs8OMGTM6nENbWxsOHjyIkJAQpa1Pnz7Izs5GWFgY3NzcMHLkSGzfvh1FRUX49ddfAQB6vR5ZWVnYvXs3fH19MWbMGMTHxyMlJeWenXd3U6lU2L17N0JDQ2FpaQlXV1dkZGQYxZSXl2Py5MnQaDSws7NDZGQkrl69qvS3t9PQy8sLa9euNbpPQkICpkyZAisrK6xfvx4AkJCQABcXF6jVari5uWHv3r0Pld/169cREREBnU4HCwsLuLq6IjExUen38PCAg4MD0tLSOnwGRERERHewUEdERET0iGg0Gmg0Ghw6dAi3bt1qN+b06dMAgMTERNTV1SnnTU1NCA4OxtGjR1FcXIygoCCEhIQohbDU1FQ8//zzWLduHerq6lBXVwfgnwJfUFAQpk+fjrKyMhw4cAD5+flYtGgRAKCwsBAxMTFYt24dKisrkZWVhXHjxnU4h7KyMty4cQMvvvjifed648YNqFQqaLVaAMCPP/4IrVZrdN2ECRNgYmKCkydP3nesDz74AGFhYSgrK0NwcDAiIiKUHWgNDQ0ICAiAt7c3CgsLkZWVhd9//x1hYWH3HbM9a9euRWhoKM6ePYs333wTaWlpWLx4MZYtW4by8nIsWLAA0dHRyM3N7XR+cXFxqKiowOHDh6HX65GQkABbW1uj60eMGIG8vLyHzpeIiIieQkJEREREj8zBgwfFxsZGzM3NZdSoURIbGyulpaVGMQAkLS3tgWN5eHhIfHy8cu7k5CRbt241ipk7d67Mnz/fqC0vL09MTEykpaVFvv76a7G2tpbGxsZO5Z+WliampqZiMBg6jGlpaREfHx+ZNWuW0rZ+/XoZNGjQPbE6nU527NjR4VgA5P3331fOm5qaBIAcPnxYREQ+/PBDCQwMNLrmt99+EwBSWVkpIu0/l+HDh8uaNWuM7rNkyRKjmFGjRsm8efOM2mbOnCnBwcGdzi8kJESio6M7nJ+IyNKlS8Xf3/++MUREREQiItxRR0RERPQITZ8+HZcvX0ZGRgaCgoJw7Ngx+Pj4ICkp6b7XNTU1Yfny5XB3d4dWq4VGo4Fer1d21HWktLQUSUlJym4+jUaDSZMmwWAwoLq6GhMnToSTkxMGDhyIyMhIJCcno7m5ucPxWlpaYGZmZvTV2ru1trYiLCwMIoKEhIQHPo/OGDZsmPK3lZUVrK2t8ccffyjzy83NNZrf4MGDAfyzm/Bh/HuXoF6vx+jRo43aRo8eDb1e3+n8Fi5ciJSUFHh5eWHlypU4ceLEPfe1sLC47zMnIiIiuoOFOiIiIqJHzNzcHBMnTkRcXBxOnDiBOXPmPPDNn8uXL0daWho2bNiAvLw8lJSUwNPTE3///fd9r2tqasKCBQtQUlKiHKWlpaiqqoKLiwueeeYZnDlzBvv370ffvn2xevVqDB8+HA0NDe2OZ2tri+bm5nbve6dIV1tbi+zsbFhbWyt99vb2SvHqjtu3b6O+vh729vb3nUPv3r2NzlUqFQwGgzK/kJAQo/mVlJSgqqpK+QqviYkJROSeXP/Nysrqvnn8l/wmT56s/Hbg5cuXMX78eCxfvtwovr6+Hjqd7j/dm4iIiJ4uLNQRERERPWZDhgwxerlD79690dbWZhRTUFCAOXPmIDQ0FJ6enrC3t0dNTY1RjFqtvuc6Hx8fVFRU4IUXXrjnUKvVAIBevXphwoQJ2LRpE8rKylBTU4OcnJx2c/Xy8gIAVFRUGLXfKdJVVVXhyJEjePbZZ436/fz80NDQgKKiIqUtJycHBoMBvr6+D35IHfDx8cG5c+fg7Ox8z/zuFN50Op3ym30A0NjYiOrq6geO7e7ujoKCAqO2goICDBky5KFy1Ol0iIqKwr59+7Bt2zbs2rXLqL+8vBze3t4PNSYRERE9nVioIyIiInpErl27hoCAAOzbtw9lZWWorq7GV199hU2bNmHq1KlKnLOzM44ePYorV67g+vXrAABXV1ekpqYqO+JmzZql7Nq6+7rjx4/j0qVLyltPV61ahRMnTmDRokXKTrP09HTlZRKZmZn49NNPUVJSgtraWuzZswcGgwFubm7tzkGn08HHxwf5+flKW2trK2bMmIHCwkIkJyejra0NV65cwZUrV5Sdd+7u7ggKCsK8efNw6tQpFBQUYNGiRXjjjTfg4ODwn5/pu+++i/r6eoSHh+P06dO4cOECvv/+e0RHRytFy4CAAOzduxd5eXk4e/YsoqKiYGpq+sCxV6xYgaSkJCQkJKCqqgpbtmxBamrqPTvi7mf16tVIT0/Hzz//jHPnziEzMxPu7u5Kf3NzM4qKihAYGPjwkyciIqKnDgt1RERERI+IRqOBr68vtm7dinHjxmHo0KGIi4vDvHnzsH37diXu448/RnZ2Nvr376/stNqyZQtsbGwwatQohISEYNKkSfDx8TEaf926daipqYGLi4vyVcphw4bhhx9+wPnz5zF27Fh4e3tj9erVSnFMq9UiNTUVAQEBcHd3x+eff479+/fDw8Ojw3m89dZbSE5OVs4vXbqEjIwMXLx4EV5eXujbt69y3P2bbMnJyRg8eDDGjx+P4OBgjBkz5p7dZQ/LwcEBBQUFaGtrQ2BgIDw9PbFkyRJotVqYmPzzr2xsbCxefvllvPbaa3j11Vcxbdo0uLi4PHDsadOm4ZNPPsHmzZvh4eGBnTt3IjExEf7+/p3OT61WIzY2FsOGDcO4ceNgamqKlJQUpT89PR2Ojo4YO3bsQ8+diIiInj4q+fcPehARERHRU62lpQVubm44cOAA/Pz8ujudJ9rIkSMRExODWbNmdXcqRERE9ATgjjoiIiIiMmJhYYE9e/YoX6+l/+bq1at4/fXXER4e3t2pEBER0ROCO+qIiIiIiIiIiIh6AO6oIyIiIiIiIiIi6gFYqCMiIiIiIiIiIuoBWKgjIiIiIiIiIiLqAVioIyIiIiIiIiIi6gFYqCMiIiIiIiIiIuoBWKgjIiIiIiIiIiLqAVioIyIiIiIiIiIi6gFYqCMiIiIiIiIiIuoBWKgjIiIiIiIiIiLqAf4PTJCpzMv/PrMAAAAASUVORK5CYII=", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -1366,17 +1391,17 @@ "start_time": "2023-04-15T17:23:07.952611Z" }, "execution": { - "iopub.execute_input": "2026-06-19T06:18:25.259409Z", - "iopub.status.busy": "2026-06-19T06:18:25.259256Z", - "iopub.status.idle": "2026-06-19T06:18:28.474165Z", - "shell.execute_reply": "2026-06-19T06:18:28.473350Z" + "iopub.execute_input": "2026-07-08T14:29:44.868301Z", + "iopub.status.busy": "2026-07-08T14:29:44.868144Z", + "iopub.status.idle": "2026-07-08T14:29:48.161419Z", + "shell.execute_reply": "2026-07-08T14:29:48.160348Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "e1413240f23c451680b81999c962891e", + "model_id": "c14c4d0560f04713aadbf8c23b1e9614", "version_major": 2, "version_minor": 0 }, @@ -1390,7 +1415,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "1d321956186a4652a033d24bf1108a50", + "model_id": "08130d756e7545699b2ea9f654d69cff", "version_major": 2, "version_minor": 0 }, @@ -1404,7 +1429,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "6ea5280a0a5140a5a4f69226fe2207fe", + "model_id": "43e6acdf99da4cb69d56c492a879ad26", "version_major": 2, "version_minor": 0 }, @@ -1418,7 +1443,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "cac95020db744042821ccb9121aba3f3", + "model_id": "4fff2452c3de456fa1eb16febdb2e12d", "version_major": 2, "version_minor": 0 }, @@ -1430,12 +1455,14 @@ "output_type": "display_data" }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_76030/3494737551.py:17: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " plt.show()\n" - ] + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -1492,10 +1519,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:28.475871Z", - "iopub.status.busy": "2026-06-19T06:18:28.475731Z", - "iopub.status.idle": "2026-06-19T06:18:28.604647Z", - "shell.execute_reply": "2026-06-19T06:18:28.603822Z" + "iopub.execute_input": "2026-07-08T14:29:48.167069Z", + "iopub.status.busy": "2026-07-08T14:29:48.166901Z", + "iopub.status.idle": "2026-07-08T14:29:48.302829Z", + "shell.execute_reply": "2026-07-08T14:29:48.301879Z" } }, "outputs": [], @@ -1516,20 +1543,22 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:28.606756Z", - "iopub.status.busy": "2026-06-19T06:18:28.606600Z", - "iopub.status.idle": "2026-06-19T06:18:28.649539Z", - "shell.execute_reply": "2026-06-19T06:18:28.648647Z" + "iopub.execute_input": "2026-07-08T14:29:48.305031Z", + "iopub.status.busy": "2026-07-08T14:29:48.304873Z", + "iopub.status.idle": "2026-07-08T14:29:48.404315Z", + "shell.execute_reply": "2026-07-08T14:29:48.403402Z" } }, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_76030/1690837499.py:6: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " plt.show()\n" - ] + "data": { + "image/png": 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", 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"iopub.status.idle": "2026-07-08T14:29:49.732118Z", + "shell.execute_reply": "2026-07-08T14:29:49.731205Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "5934aeafa17f47718dac16b58c2d3c5a", + "model_id": "27005b7542034504b6111aed29140a11", "version_major": 2, "version_minor": 0 }, @@ -1600,7 +1629,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "88dc62ff74c14fa588b5c957522f3307", + "model_id": "f170d08779bc4f4eaeec21d935510055", "version_major": 2, "version_minor": 0 }, @@ -1614,7 +1643,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "c180b3cb125145ef81098a86e54460b6", + "model_id": "b660fd8ae3634a6e9833c88dc8cc93fc", "version_major": 2, "version_minor": 0 }, @@ -1628,7 +1657,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "5bc0cf63cdb54116958948c1c556dda7", + "model_id": "d2d38c81d5c14e918714142775c6ddae", "version_major": 2, "version_minor": 0 }, @@ -1662,20 +1691,22 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:29.577195Z", - "iopub.status.busy": "2026-06-19T06:18:29.577034Z", - "iopub.status.idle": "2026-06-19T06:18:29.670440Z", - "shell.execute_reply": "2026-06-19T06:18:29.669475Z" + "iopub.execute_input": "2026-07-08T14:29:49.733994Z", + "iopub.status.busy": "2026-07-08T14:29:49.733838Z", + "iopub.status.idle": "2026-07-08T14:29:49.891109Z", + "shell.execute_reply": "2026-07-08T14:29:49.890203Z" } }, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_76030/2484678155.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " plt.show()\n" - ] + "data": { + "image/png": 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++65ISEgQGzduFD179hQ2NjYCEGlpaUIIIe6++24BiKioKIvg3+LFiwVgfp+c7myBrwt5nhqNRgBi9uzZFvu47LLLhIODgzmn2OlWrVolADFnzpw6j13sPo1Go7jsssuEra2txfu3xvfffy8mTpwovvjiC/Hrr7+Ku+++WyiKIj7++GPzOuXl5cLf3194e3uLX3/9VSQnJ4uffvpJeHh4CJ1OJ4KDg+s9do24uDjh4OAgJk6caLE8KytL3H777eKBBx4QS5cuFXPnzhVdunQR4eHhIjc3VwhhCpK7u7uLe++9t857reY9sHnz5rMef8yYMSIiIqLe3w0g/vOf/wghhNi4caP5c2j79u3m9YqLi4Wnp6cYOnToWY8jSZIkSY1BVnWUJEmS2iwvLy/GjRvHDz/8QFlZGUajkeuvv77edePi4igsLKRDhw71Pn5qtbLDhw/z3HPPsXbtWnMOoBqFhYUW7U6dOlnkWwJo164dBw8ePGf/7ezsePbZZ3n22WfJzMxkw4YNzJkzhyVLlmBjY8PChQvJzc2lvLycrl271tk+LCyMv/7665zHqU95eTlvvvkm8+fPJz093WJq4enPEUx5k04VFxcHwJgxY+rdv6ur63n1o3v37owbN+6c651+/LM9lpKSAph+P6eytbUlKCjI/HiNjh07mnM5XYya6W9XXnklzs7O5uWDBg0iMDCQrVu3XvS+Tzdv3jzKy8t5/PHHefzxxwFTtcHg4GCWLl1qPn5Nn2688UY0mtrMGDfccAO33347W7duZcaMGRd07At5ng4ODpSWlnLzzTdb7OPmm2/m77//Zt++fYwYMaLOMRYtWoRWq+Wmm26q9/gXs8+HHnqIv//+m++++46ePXtaPPbjjz9y7733cuzYMXN+uOuuuw5VVXnqqae4+eab8fDwwN7enhUrVnDjjTcyZcoUwPT+ffvtt3n99dctfh/1CQkJ4eqrr2bp0qUYjUa0Wi0Gg4Fx48YxatQoPv74Y/O648aNIyoqinfeeYe33nqL3NxcTp48yRdffFFv9Uio/fyqmc5Zw83NzTzNtb58bBUVFebf7an/BgYGMnDgQPN6zs7OXHnllSxcuBCDwYBOJy9BJEmSpKYjv3UkSZKkNu2WW27hnnvuISsri0mTJuHu7l7veqqq0qFDB3P+oNN5eXkBpgTeI0eOxNXVlVdeeYXg4GDs7e3Zu3cvTz31VJ1cQlqttt79ifNM5F3D19eXqVOnMmXKFKKioliyZEm9SerP5vQAXI3Tk/KDKRgwf/58HnnkEQYPHoybmxuKojB16tR68yWdntuoZp3vv/8eHx+fOus39IVxfXmtzuexS933+fDz8wPqJkgHU6Ly04snXAo3NzeWL19OamoqycnJ+Pv74+/vz5AhQ/Dy8jL//Z+pTzWFEy6mTxfyPP38/IiLi6s3cTtQ7/HLy8v57bffGDduXL3HuJh9vvzyy8ydO5fZs2dz++2313l87ty59O7d26IoAsBVV13FggUL2LdvnzkwGxUVRXR0NDExMZw4cYLIyEgcHBx49NFHGTlyZJ19n65z585UVVVRWlqKq6srGzduJDo6mvfff99iva5duxIREcGWLVuA2vfabbfdxrRp0+rdd48ePQDT58ip5s+fz5133omvry/r1q1DCGHxOZGZmQnUvrbneo31ej2lpaW4ubmd8/lKkiRJUkORgS9JkiSpTbv22muZOXMm27dvP2NlNYDg4GDWrFnD0KFDzxroWL9+Pfn5+SxdutRi9EhSUlKD9vtMbGxs6NGjB3FxceTl5eHl5YWDg4N5hNWpjh49atFu164dQJ3KhaePcAL45ZdfmDZtGu+99555WUVFRZ1tzyQ4OBgwXQyfz4itplRTOODo0aMEBQWZl1dVVZGUlNTg/e3bty9AvUnwMzIyCA8Pb9DjAXTp0oUuXboAptd7z5495pFIZ+tTVVWV+e/qQl3I8+zbty9xcXGkp6dbvAYZGRkA9R7/999/p7i4uE5S+4vd56effspLL73EI488wlNPPVXvPrOzs83vm1PVFEA4vfCEoihERUWZ23/99Reqqp7X31RiYiL29vbm0WHZ2dlA/YFpvV5vPraXlxcuLi4YjcZzHufUKreAua+9evXiq6++4siRI0RGRpof37Fjh/lxMAW+fHx8zvga29vbn1cFUEmSJElqSLKqoyRJktSmOTs789lnn/HSSy9x5ZVXnnG9G2+8EaPRyKuvvlrnMYPBYA741IzgOnXEVlVVFXPnzm3QfsfFxZGamlpn+cmTJ9m2bRvt2rXDy8sLrVbLxIkTWbZsmcX6R44cYdWqVRbburq64unpycaNGy2W19d3rVZbZ1Taxx9/XO9FeH0mTpyIq6srb7zxRp0qiQC5ubnntZ/GMG7cOGxtbfnoo48snuPXX39NYWEhkydPPq/9ZGZmEhsbW+/zO1VYWBg9e/Zk+fLl5OXlmZf/888/pKWlMX78ePOywsJCYmNj651OerGefvppDAYDjz76qHnZqFGjzCMca6azgaliqdFotOjT+bqQ51kzVfHrr782L1NVlfnz59O+fXtzEO1UP/zwA46Ojlx77bX1Hv9C9vnTTz/x8MMPc+utt9YZUXWq0NBQ9u3bx7FjxyyWL168GI1GYx5JVZ/y8nKef/55fH19LaZf1ve3f+DAAX7//XcmTJhgnnoaGhoKmKZbnmrv3r0cPXqU3r17A6b36pQpU/j111+Jjo6us+9Tjzdu3DiLn5oRYFdffTU2NjYWnwVCCD7//HM6duzIkCFDzMtvuukm0tLSLIJoeXl5LF++nDFjxlhMnZUkSZKkpiBHfEmSJElt3pmm/5xq5MiRzJw5kzfffJP9+/czYcIEbGxsiIuL4+eff2bOnDlcf/31DBkyhHbt2jFt2jQefvhhFEXh+++/v+Cpi+dy4MABbrnlFiZNmsTw4cNp37496enpfPvtt2RkZPDhhx+ag3Avv/wyf//9N8OHD2fWrFkYDAY+/vhjoqKi6uQSmzFjBrNnz2bGjBn069ePjRs31rmoB7jiiiv4/vvvcXNzIzIykm3btrFmzRo8PDzOq/+urq589tln3H777fTp04epU6fi5eVFamoqK1asYOjQoXzyySfn3M+mTZssAjM1evTocdagw9l4eXnx9NNP8/LLL3PZZZdx1VVXcfToUebOnUv//v257bbbzms/Tz/9NN9++y1JSUkEBAScdd0PPviA8ePHM2zYMGbOnElhYSHvv/8+oaGh3H///eb1fvvtN+666y7zFLQa33//PSkpKZSVlQGwceNGXnvtNQBuv/128yi22bNnEx0dzcCBA9HpdCxbtox//vmH1157jf79+5v3Z2dnxzvvvMO0adMYMWIEt99+O6mpqcyZM4fhw4dz3XXXmdctLCw055iqmV73ySef4O7ujru7Ow8++OAFP8+rr76asWPH8uabb5KXl0fPnj1ZtmwZmzdvZt68edjZ2Vn8/goKCli5ciVTpkw5Y76s893nzp07ueOOO/Dw8GDs2LF1pjcPGTLEPGLsiSeeYOXKlQwfPpwHH3wQDw8P/vzzT1auXMmMGTPMU//AFDz38/MjMjKSoqIivvnmGxITE1mxYoXFKKibbroJBwcHhgwZQocOHYiJieGLL77A0dGR2bNnm9fr27cv48eP59tvv6WoqIgJEyaQmZnJxx9/jIODA4888oh53dmzZ7Nu3ToGDhzIPffcQ2RkJAUFBezdu5c1a9ZQUFBQ7++sRqdOnXjkkUd455130Ov19O/fn2XLlrFp0yZzXrUaTz/9NEuWLGHKlCk89thjuLm58fnnn6PX63njjTfOehxJkiRJahTWy6svSZIkSU3v1KqOZ3N6VccaX3zxhejbt69wcHAQLi4uonv37uLJJ58UGRkZ5nW2bNkiBg0aJBwcHISfn5948sknzdXm1q1bZ15v5MiRIioqqs4xpk2bJvz9/c/av+zsbDF79mwxcuRI4evrK3Q6nWjXrp0YM2aM+OWXX+qsv2HDBtG3b19ha2srgoKCxOeffy5efPFFcfqpQFlZmZg+fbpwc3MTLi4u4sYbbxQ5OTl1KgWeOHFC3HXXXcLT01M4OzuLiRMnitjYWOHv7y+mTZtmXu9cv+9169aJiRMnCjc3N2Fvby+Cg4PFnXfeKXbv3n3W519T1fFMP6f2FRAPPPBAnX2cq2+ffPKJCA8PFzY2NsLb21vcf//95mqZNc70Ggpheh05Q4XD+qxevVoMGjRI2Nvbi/bt24vbb79dZGZm1tvn0ytvjhw58oy/i1P/5v78808xYMAA4eLiIhwdHcWgQYPEkiVLztinxYsXi549ewo7Ozvh7e0tHnzwwTrVD2uqgdb3U9/f8fk8TyFMlQD/85//CB8fH2Frayu6d+8uFi5cWG8/P//8cwGI33///YzP5Xz3WfM7PtPP6b/7HTt2iEmTJgkfHx9hY2MjQkNDxeuvvy70er3Fem+99ZYIDw8X9vb2ol27duKqq64S+/btq9PHOXPmiAEDBoj27dsLnU4nfH19xW233Sbi4uLqrFtWViZeeeUVERkZKRwcHISbm5u44oor6t1vdna2eOCBB0Tnzp2FjY2N8PHxEWPHjhVffPHFWX9nNYxGo3jjjTeEv7+/sLW1FVFRUWd8PRISEsS1114rXF1dhYODgxgzZozYuXPneR1HkiRJkhqaIkQD34KWJEmSJKlFeOmll3j55ZcbfDSaJEmSJEmSJDUXcpK9JEmSJEmSJEmSJEmS1CrJwJckSZIkSZIkSZIkSZLUKsnAlyRJkiRJkiRJkiRJktQqyRxfkiRJkiRJkiRJkiRJUqskR3xJkiRJkiRJkiRJkiRJrZIMfEmSJEmSJEmSJEmSJEmtks7aHTgfqqqSkZGBi4sLiqJYuzuSJEmSJEmSJEmSJEmSlQghKC4uxs/PD43m7GO6WkTgKyMjg86dO1u7G5IkSZIkSZIkSZIkSVIzkZaWRqdOnc66TosIfLm4uACmJ+Tq6mrl3kiSJEmSJEmSJEmSJEnWUlRUROfOnc3xorNpEYGvmumNrq6uMvAlSZIkSZIkSZIkSZIknVc6LJncXpIkSZIkSZIkSZIkSWqVZOBLkiRJkiRJkiRJkiRJapVk4EuSJEmSJEmSJEmSJElqlWTgS5IkSZIkSZIkSZIkSWqVZOBLkiRJkiRJkiRJkiRJapVk4EuSJEmSJEmSJEmSJElqlXTW7oAkSZIkSZIktRSqKvh173F2JRcwJrwDl3XztXaXJEmSJEk6Cxn4kiRJkiRJkqTzUFZl4L9LDmCM+YM+mjje2jOarYMG8cIVkei0ciKFJEmSJDVH8htakiRJkiRJks6hoLSKG+dtY2V0FsM00dyn+5Mltq/w97b9TP92N1UG1dpdlCRJkiSpHjLwJUmSJEmSJElnIYTgiZ8PEJ1eBMAWNQoAL6WQz2w/ZOuxTL7clGjNLkqSJEmSdAYy8CVJklWUVxlZuD2F55YdYl1sjrW7I0mSJElntOpwNv+e8l21Sw03/7+vJo5ndIv4eXcaQghrdE+SJEmSpLOQgS9JkpqUEIIfd6Yy8p11PLcsmoXbU7lrwS4eW7SDwnK9tbsnSZIkSRZKKvQk/PYq7SkyL9M4e/LX4B+pFDYA3KZdw4n8HGKziq3VTUmSJEmSzkAGviRJalLLF33Kkt9+Jae40rxsgHKEx49N5fE5CygorbJi7yRJkiTJ0l+/fMMDxoWssnuK4ZqDADx/RSSTJlzGb7rLALBRjIzT7GVldJY1uypJkiRJUj1k4EuSpCazecsmJsa9zE+2r3Kv9g9A0F1JZIHt2/gpBTxd9i7v/h1j7W5KUqtiVAXHT5SRV1Ipp2FJ0gVKyDpBv7gPAFM+L2fKGRbiyVU9/VAUhYqQyeZ1L9PuYuWhTGt1VZIkSZKkM9BZuwOSJLUNKdn5+PxzHw6KaUSXv5IDKCQIP+KFHz2UJII0WaTtX0vh5VG4OdhYt8OS1ArklVQy7ZudHM4wTdFystUyKrwDb1zbXb7HJOk8bFvyHrcppmDWTjWMf5VBrLqmG4qiANB98HiyY93xVk4yQnOQR3Jyic8pJqSDizW7LUmSJEnSKeSIL0mSGp0QgnULZxOiHAfgiNqFVwy389KVkfz1+GV8o9beMZ8sNrB073FrdVWSWg0hBE8vPURk9u/8a/tf3rX5nC76RFYczOTVP+XISkk6l83RiUzKX2Buv6G/lbuHBRHo6WRe1ruLB5u0gwCwU/SM1uxn5SE53VGSJElqOnsT0vnt/QdZ+sZtfPDqozzx4dfsTCqwdreaFRn4kiSp0a3aG8dVRT8AoAqFx/T3M6lXANOGBBDg6YQaejnFwgGAydodLNl2TE7JkqRLtOJQJjaxy3nH5guCNZlcr93ISruneVH3Lcv3p5NTXGHtLkpSs1VpMJK+/GU8FFOy+t+NgznuFMWDY0Is1tNoFEqCJpnbPTSJbDiW26R9lSRJktqu2MyTFHw3jWuLvue6qj941PgN75x8jPnzPyezsNza3Ws2ZOBLkqRGVaE3krHyHdorJQAsV4dQ2i6C16/tbp4qMnVIGH8ZBwLgopTTtWAj2xLzrdZnSWrpCkqr+G3ZL3xg81mdx+7SrSJKjWPxjjQr9EySWoYf/lrLtVV/AFApbHjbMJUnLwvD2a5ulpCAvhN4VX8rIyvf5w3DrRzOKMKoyps3kiRJUuMqLNez55vHGKfsqvPYf/meN/6ItkKvmicZ+JIkqVEtXreHm/TLAdALLe8brueZy8NxOuXiYXCwB9tcxpvb12k38ctuOd1Rki7W3NXRvGb8ADtFD8DPhhF8ZrjS/Pg03SoW7UihyqBaq4uS1GzF5xTjv/sNbBUjAPOMk/HoGML1fTrVu363zh58bZxMivABoFxvJCG3pMn6K0mSJLU9Qgh+mP8xt+p/BcAoFP6nn8E+NQRVKBwUQWyITpKjkKvJwJckSY2msEyPYcunOCmVAPxgHINvQAQTo3ws1lMUhW6DLyNN9QJguOYghxJl4EuSLsaJ0irUvd/jq5hyO2xXI/i367OMvPc9jqid+UA/hTf0t5JTXMnfh2UuIkk6laoKfly8gDGavQBkivZ8oV7Nm9f1QKNR6t3G09kOXzd7i2WHjhc2el8lSZKktmtDbCaTsj43t1823MGPxjE8rZ/BFVWv85h+FkU48eLyaAxGeaNTBr4kSWo0izYe4ib+AaBKaPnMeDXPT440T3E81Ygwb9aqvQDQKgLv4mg5L12SLsL321OIUOPN7TeMt/PslT2I7OLNC77zmGOcQi7uAPywI8VKvZSk5unHXWnkZGdRKBwBmK2fym3DI4n0cz3rdt06ulm0D6XLwJckSZLUeA79/RUBmmwAthij+NP+Srb+bwx3XTeZGBFgXi85v0ymkEEGviRJaiRFFXr+3b6HHOEOwG/G4fTtHkX3Tm71rh/i5cwRXYS53UuJZ3fyiaboqiS1GhV6I99uTeYJw31cV/kS7+mvJ7D7EDq3N13E3z4k0GL9vSknqdAbrdFVSWp2cooqeHPlEX5XhzCq8n3e1N/MPrfx/Gds13Nu272jG2M0e3lS9yPv28wlWga+JEmSpEayK7mAlTkerDH2BmCO4Tr+NykcP3cHbujbmXAfF4v1NxyV0x3rZuiUJElqAAu2JLOnwo/xvM14zR6Ois58MebMFw8ajUJ5p6E8lVTObjWUROHLtJQTXNnTrwl7LUkt2y97jpNfWgXAXhHKXmMoK0YEmR8fFeaFokBN0dQqo0p0eiH9Atpbo7uS1Ky8/GcMxRUGAE7gyjzjlXx/XXccbLXn3LZ7RzeG6pbTVxMHwNsZGRhVgfYM0yMlSbpwFXojO5MK8HC2JdLXtd4ZBJLUFsxdF0+MCGCG/gmCDemUuQZzTa+OgOmaamKUD7FZxegw0EeJY8dRHVwRaeVeW5cMfEmS1OCKK/R8vTkJAIGGf9T+TOrmQ9hpdx9OFxocwjvxtaNPdqcUNGo/Jak1MaqCrzYlWiwb3tWTKL/aUZau9jZEdnDALucAgzQxZIn27E4Jl4Evqc3790g2Kw5mWiy7tndHhnf1Oq/tu3V04w812Bz4CjMeIzG3hK7eZ//ekyTp/FTojdz21Q52p5hmAwzv6skLV0TK95jU5sRkFLHulBFcCaIjLwwPwlZXO5lvZJgX+evn8j/dYpyVCu7Of5z0kyPo6O5gjS43C3KqoyRJDe67bSkUlustlj18HlNF+vq3s2gfySymtNLQoH2TpNZq9eFMvAr2AsK8bOaI4DrrDe8IS+1e4kmbJUzVrWNPipxSLLVtpZUG5i9dwRu6r2hPEQDujjY8NzniHFvW8nKxI8mudv2eSoLM8yVJDWj2ylhE6nZW2T7JtzazSY8/yGVzNvHTrlRrd02SmtRnGxIs2u0cbZg6oLPFsp6d3Cm19cRZqQBghOYgG9t4dUcZ+JIkqUGVVBrYvvFvIpVk87KJUd5E+J49MTCYPqR1p0wLMaqC/WknG6GXktS6CCHYsuY3frZ7hb9sn2Gk5gCRvq4MDfGos25oSCiJqqmyai8lnpjkLIQQddaTpLbivVVHmVXxJbfo1rLe7jF6KvE8NzkSD2e7C9qPwbeP+f+9NPEy8CVJDWT90Rx2blvPfNu3CdMcZ6T2ICtsn2GqspqX/4ihRN4kldqI5LxSwg5/yGWanWgxzZK5a2ggjraWE/m0GgVd8Cj0wjRVf4TmYJvP8yUDX5IkNajvtybzuPFr/rJ7hm9tZuNKKQ+dJbfXqRxstfTwc2Kk5gCP6ZZwn/Z3meBeks7DruQTjCv4EYBITQqulDJzZFC9+U/6+bdnu2oamWKrGPGvOExyflmT9leSmovo9EKydixhiDYGgBPCGffA3kzp0/GC9+XjH06BcAZMga/o4ycbsquS1CYVluv54OfVfGv7Fq5KbbVvB6WK122+oZfhAKuis6zYQ0lqOr+s3sAs7XI+t/2Qxbav4WSrZdrggHrXHRgRwF5hugYL0mSRHB+D3qg2YW+bFxn4kiSpwZRWGjiwaTk9NaY8Qx5KEQPCA+uUeT+bvl3cmWfzPg/rlnGzdq3M8yVJ5yCE4M+VfzJSexCANNWLAy6jmNzdt971O7d3IMaup7k9SBPD7mT5PpPaHlUVvPLbHp7WLjIve0vczsvX9b2opNndO7txQDVNL26vlFCSlSBHU0rSJfp5dxoPVn6Fl2IaQblH7cqvxuFsNHbnvqpH2KWG89u+dCv3UpIaX05RBR1ivkWjmL5X1hp7c+sgf9wcbepdf0RXTzYZu5vbfQz72Jd6sim62izJwJckSQ1m0Y4UbtUvNbc/M1zFf8aFXtA++gR24IAwXTj4a3LITk9p0D5KUmuzKjqLy7PmmtvzjFdw14gQdNr6v+IVRcHQabC5PUhzROb5ktqkn/ekMSDzBzprTNM/Nhm7ETlqKgGeThe1v64dXDgkAs3tzvpEcoorG6SvktQWCSHYuGMnYzX7AMgU7fmy05vopszjDv3/+FsdgB4dWxLyyCqssHJvJalxLVx/iOs06wEoF7b8yjimDws84/odXO1JbTfI3B6iOcyBNpxCRga+JElqEOVVRjZuWM1wbTQAyao3FV0n073T+Y/2Agj3dTXfMQfwqYgnr0ReOEhSfcqqDKxZ/h2DNEcASFK9Wec4kZv6dz7rdiGn5fk6lCyniUhty8myKr75awuzdL8DYBAavnGeyT0j6xaEOF8d3R1I0gSY212VdOJzSi61q5LUZu1LO8mIk8vMI1y+NUzgjrG9mRjlg7Nd7SgXIWD5fjnqS2q9Csv0VO3+zpys/jfjMMb1Dcfb1f6s2zkH9KFc2AIQpSRxOKPt5p6UgS9JkhrEoh0pTK2qHe31hfEKHh4XfsH76dLekQSli7kdpqRxLLu4QfooSa3NR6uPMLPqW3P7LcPN/O+KnnWSnJ6ur387izxfbvn7KauSyYGltuPTdfHca1iIo2K6sfK9cTx3XjsJO532ovep0ShUtqvNaRmmSZOBL0m6BL/uSOQ67SYAKoQNm10vZ1CgB/Y2WiZ187FYV053lFqz77cmcDN/m9sL1MuYOSLonNtFdGzPEWG6rgrUZJOUntlofWzuZOBLkqRLVqE3smL9Zi7X7AQgV7iRG3wdPTu7X/C+tBqF8nZh5na4Jo1jWTLwJUmnW3koE7utH9BVYzrZ36N2pSjgMq7oUX9ur1NF+LqyX9ReoEcqyRzLlhfoUtuQfrKczdu2cK1mC2BKaH8oZBYjQ70ued/2PmGsN/bkS8Pl/GEcLANfknSRSisNLDuUyxWVbzDXcBULjBOZNCAKTXX172v7dESDymjNPr60eY92OdtJyS+1cq8lqeGVVxlJ2Por/pocADYauxParf95TcuP9HMjWq2dDumYf5jyKmOj9bU5O/stYUmSpPOwYGsyN1X+ikZnGor+tWES94+Luuj9OfhGYixU0CqCMCWNH+SFgyRZiE4vZPGSxczXmUZZGoXCm+odzL6m+3kl5ba30XLCNQKqC2RFaZI5mlVEr4sIVktSS/PB6mM8qCwxT5/6Qr2KR64c0CD7DvJ2584DT5nbg+X3lyRdlBWHMimtMlKKJ28bpqJRYGufTubHBwV6MMVxP++o7wKQJrzYk3ICf4+Ly9EnSc3VDztTuVH/J1QPSJ5vvIzHR53ftPwIXxeWiAAAMkR7XCglNquI3l3aNVJvm68LHvG1ceNGrrzySvz8/FAUhWXLlp11/aVLlzJ+/Hi8vLxwdXVl8ODBrFq16mL7K0lSM3OyrIoV6zZyvXYjAEXCkcSAm+hzCR+oAb6eJAnTqJWuSjrxmScboquS1CrEZhVx5/xdeBmzMVSfBX1guJ5Jl11JSAfn896PnV8kB9QglhhGss7YmyOZcmSl1PodzSrm171p7FAjTKOThRuGvjPo4uHYIPs//T0YnysDX5J0MX7bazl1cVRYB3zcavMZaTQK+s7DUIXpZs9AWahFaoWKK/RsXfs7g7UxAKb8rCHjiPI7vxzKjrY6jrQbTd+KzxhS+Qn/qP05nFHUmF1uti448FVaWkrPnj359NNPz2v9jRs3Mn78eP766y/27NnD6NGjufLKK9m3b98Fd1aSpObn03XxjDNsRKeoAMwzXMFDk/pe0j5DvZ2JFabk3HaKnsqcY7IkvCQBB9JOctO87eSVVPKrOoLrql7hB8No8no9wN1DAy5oX119Pbi66jWeNMzkd3UIR+WUYqkN+HhtHEIofGecyPDKD5kl/sfMcd0abP+nB75yiyspLNc32P4lqS3IOFnO9qR8i2XX9+1UZ72IoC7m/EURSipHk9KapH+S1FS+3JREcOURjNUB3rnGq3lwbOgF7SOgox/51AbK2mrg64KnOk6aNIlJkyad9/offvihRfuNN95g+fLl/PHHH/Tu3ftCDy9JUjNy/EQZ325Noco4hX1qMHdr/yYr8s4LruR4ulBvF5aonblCuwOATlXJ5BRXnrNyiSS1ZruSC7hr/i5KKmuT0B8WASzr9BQLr+15XlMcTxXm42LRPppdjBDigvcjSS1Fcl4pfx2qTexbgR1Dho/D09muwY7h7+GETqNgUFV8KMBO0ROfU0Jf/7Y3rUSSLtbve1P5xeZFNqndWWoczgm7jowJ71Bnvb7+7dihRhClSUGjCNrl76a4Yjwu9jb17FWSWpac4gq+2pRImfFK/lX7cKv2X4q6TqGvf/sL2k+knyu/H8gwt2PaaGXHJs/xpaoqxcXFtG9/5hessrKSyspKc7uoqG1GJSWpuXv/n2NUGVVAYb3amy1KH/697NID2h3dHTiq7cpONYyjameOC0+OZhXLwJfUZm2Ky+XJ79ZynbqF75gAmIJTAwLa8/Wd/bDVXXitmvDTAl8FpVXkllTSwUW+z6TW6YtNiainDB52stVy99DAM29wEWy0Gvq2K+fLkgdxVcr429ifhJwJMvAlSedJCEHa7j+5TxNHX00cocpxNnZ/D3ubuhVXu3V042siubu62t0A5QgH0goZ1tWzqbvd5hhVwdx18WyOz6OsyohWozAhypv7RwbLG2gN5L1VxyirTkSfIDrymvEO/p4UecH7ifJztWjHZhVjMKrotG2rzmGTB77effddSkpKuPHGG8+4zptvvsnLL7/chL2SJOlCxWQU8dt+y/wLtw70b5A8KRqNQrb3cG5M625ediy7mBENUHFLklqaXckF/PfbdXyreY0Im1R8lBO8bbiJ4V29+OL2fjjY1r0YOB9d2jviYKOlXG/EmTLaK8UczSqWgS+pVcopqmDj7oM8r/uDbwyXkY4Xtw3yx82x4UeGtPPuhE2JaWRmqJLGjzLPlySdt5jMIgYWrzYn8l5qHM6M3h3rXdfeRkupzwDIM7UHao6wLuWEDHw1gQ9WH2Pl+g2M1ezFiJZCnJiX1hcnWx3ThgRYu3st3qa4XH7abTl19/q+nQj1djnDFmcW5edGsJLOndpVdNMk87NxJAm5w+qM/G/tmjTM98MPP/Dyyy+zZMkSOnSoO1y1xtNPP01hYaH5Jy1NzteWpObmnZXRjFAOAKbb5852Oh4aE9Jg+w89LU/KsWyZf0hqe45lF/PAgs3M07xFhCYVgGu1m7k2zIGvpl180AtMAebIDnast32UaPsZfGAzV+b5klqt+VuTuU1ZyXTdSjbYPcq1uu3cPaxhR3vVCPZ2I06YLtQDlGxSsvLPsYUkSTVWbI9momY3AAXCmTiXgQwIOPNModAAf46oprywUUoyMcnHm6SfbVleSSW/bD7AEttXeMZmMc/bLORdm3l8a/sWn/x7jPLqUUrSxSmpNDD7l008rF2KHVWAaYTyo+MvLLdXjfZOtvg7q9yuW0NvTTx9NHEcboPTHZss8PXjjz8yY8YMlixZwrhx4866rp2dHa6urhY/knQptsbn8cCivcxeGUtRhUwye6m2xOfROfFHvrV9i4U2bxCspHPfyCA8GjBPyul3NI5lyzvmUtuSV1LJXV9v4xXjR/TWxAOQLdz5Mugj3r5jNHa6iw961Qj2bY9SHbyOUFI5KiuoSq1QpcHI7zvjuEX7LwBGNHh1H9No0+dDOjhzrLpAi0YRGHKONspxJKm1Ka7Qoz3wA3aK6Vz9F+NIJvf2R6M589S5vv7t2K6apn9pFYE2bTuqKgsiNaYvNyVyv1iCh2J5syxCScW77CgLt6dYqWctnxCCF5ZFc0/Zlzxm8wt/2T5NuJLK05dH4OvmcNH7tfXrzueGK3iw6iE+NFxHTBtMcN8kga/Fixdz1113sXjxYiZPntwUh5Qks2X70rn16x2sOJTJlxuOccuX2zlRWmXtbrVYRlUw54+dPKr7FYBh2sN0djQ2+J3z0FOG37pSSnp2rqzsKLUZQgj+9+tBbiv7jsu0uwAoFg581vEtnrltMjYNlJch3MeVGOEPgKNSSXHGsQbZryQ1J6sOZzOscgOuShkAvxuHcOPofo12vBAvF46ptVOzXIvjqdDLERCSdC5LdqVyg1hlbi82juXmAV3Ouk2f6gT3NXoYDxOXI2+WNpaC0iq2bdvErdU3EkqFHT8YxrDR2J2xVe8QLYL4fEMCZVWGc+xJqs+cf+PQHlzENdqtAHgoRfh38eeWc7wPziW0kxezDbfwpzqY46JDm3yPXHCOr5KSEuLj483tpKQk9u/fT/v27enSpQtPP/006enpfPfdd4BpeuO0adOYM2cOAwcOJCsrCwAHBwfc3C6t8pskncuKg5k8tmQ/QoAWI/Nt3mZfdgi3fGFk4T2DG3SEUlvx2750Ls+fTzud6QPzV+MwJl4+GUfbhk0ZGNLBmSs023jJ5ls8lSL+W3UfOcWXyQT3UpuwZHcahbEbmWn7JwAGoeE992d56s4bGjQZabiPC1vVACZVB9cc8g9jVAXas9xdl6SWZtG2ZJ7Trja39/lM4YYOjZfbJNDLiUThZ24HKJmkFZTR9SJys0hSW2FUBbGbf2O6JheADcYehEX2onP7s+eO9Xa1J92lB/+W9SZaBLLR2B2v9MI2l7+oqXy9KYEnxLfoNCoAnxmvoev1L3LHj/vN6+SXVrFoeyr3jAiyUi9bpl/2HGfTv3+y2PZr87I3xZ08c+PIs456PB8jQz2pMqhE+bkS5edKgIfTpXa3xbngs+fdu3fTu3dvevc2VW577LHH6N27Ny+88AIAmZmZpKammtf/4osvMBgMPPDAA/j6+pp//vOf/zTQU5Ck+sXnlPDIT/vMFZye1P3ICO0h/qP7jUcKXuV/P++zbgdboPIqI7+uXM1t2jWA6S7PL+7TuaFvpwY/lq+rPVVaRzwV01DcIE0GibmlDX4cSWpu0grKePePvbxr8zkaxfQB9qn2Vh68595LyulVnzAfF2JF7V3EQJFKakFZgx5DkqwpLruYipRddNckA3BQDWTw8AmNekxnOx0nHf3N7WAlk8Q8+f0lSWfz75FsJpb9aW5/bxx/3rMJfDv6M13/BB8YrmePCCMms+1N42oKQggO7N7CcG00AGmqFzndpnN1r46MCbfM3/37gQxrdLHF2hyXx6e/ruZz2w+xVUwjhL81TmDc1P/g3wBBqr7+7fnfpHCu7OlHkJfzJQfSWqILHqIxatSos043WrBggUV7/fr1F3oISWoQ321LRm+s/VvNFe4YhYJWEUzU7uafuN+Iz+lGyGlJ1KUz+2pjAvdXfo1Oa7rLM9dwNfdeMaxRyuFqNAp692CoTh8QqGSRlFfK4GCPBj+WJDUns/+O5UF1If66HAB2qaFEXf8Mno0wQtXD2Y5c+wAwvaUJUTJIzC0h0LPt3QmUWqdFO1LNU3IAlmkv439RPo1+XBvPIPSZWmwUI0FKJptk4KtVKKk08MeBDNrv+QhjwAiGjLwMd0dba3erxas0GFm24nfmak03pdOFB9neI+gf0O68to/0c+WfmGxzuy3mL2oK0elFDKjYZI4gzDNewd2jTNNMpw8LZG1sTvWaguT0TLKLKuRMjfMQm1XEiwtX863udbwUU9L5LcYolIlvMD7S28q9az2atKqjJDUVvVFl54FoApVM87LMyBk8rnnC3L5X9yeLdyRboXctU05xBbEblzBCewgw3eU5EnA7o0K9Gu2YTt6BVAnTCJcgJZNEWRJeauWi0wvZdDCO67UbASgTdqwPf5lx3fzOseXFs/cKpFLYANBVSSdBvs+kVkJvVFm7P44rtdsAKBKOOPe7CVtd45/+dvF0I1WYRkAEKpmk5MmKqS1ZWZWBV/6IYeDra3h66SHKMw5z+Y7b+Xf29byzdDN6o2rtLrZon66Np/RkHlnCFOj60jCZO4eFoCjnNyol0teyEFpMZpHMC9sIVh/JpkLYkitcUYVCjNtIwqqncA8IbI+PfRXP6hay2e4/zLb54pRAmHQm2UUVPPbNGj4Xr9KleprvMbUjO/q9xx3Dulq5d62LDHxJrdLmuDxuqFrGOrv/stjmNYKVdJ6YGIb3gCnsVk2lYMM0x8nZ84dMOHuePlp1mMf5ztx+03gLj0/udd4nJRcjwMuNFGG6Mx+oZJGcK+/gSa3bO6uOUoQzYyvf5QfDGOYp13PvNeMb9ZiBHdxIqM5HFKBkkZx1slGPJ9VllBXIGsXm+DyGVG7CQTEVtFlqHMZ1Ay+uHPyFMuX58gVMOUbzs483yXGlhpeSX8p1c7fyzZYkSqtM54xLjcMBmKLZwDX77+XFX2X6jIt1JLOIuesT2KD2ZEzle7yuv4UDPlO4utf53/CJ9DMFvjSoBCvp+FXEk1FY0VhdbrPWxGQz13gNAyvncmXVa/SNCjNfB9hoNQzo2onrtJvopOQxWnOATYdldcezKak0MOubDbxd8TJdNekApKgdmB/8AY9cOcjKvWt9ZOCricVkFLFkdxqv/3GIx+YtY91RGQlvDH/uTeQ67SYA+mji8PXrQoCnEzcP6MznhivN692u/saKg5ln2o1U7WhWMU77vyRQYxpGvl2NwLnXdeYTjcYS6Fl74WCn6CnNlV+gUuu1PTGfDcdMd/uy8OAZwwzsRj2Gm6NNox432MuZ+OrAl41ipCxbVnZsClUGlUU7Uhj73noinv+bJ34+QGmlrILVkH7fn8Hlmh3m9iHPyQQ00TTeAA8nZhtuZmTl+0RULmD/STndpyXaeiyLAx9PxT2n9u9Ig4oHRRQJU9L1rpp0xIFF7Ek5Ya1utljR6YXc/vUODNXB/zLs+UZcyetT+lxQGo2O7g4E2JcQbTedf+2e4Cndj3K6YwM7fqLMnDtNRcNhEci4CMtpeKMjfVllNFXMdVQq0SX+KwcYnIGqCh76YS/7syo5Jky5kjNFe970ms2Lt4xrkzm4GpsMfDWx1/+KQV32II/tHsP7mdM4kiTvADa00koDSuyftFNM03VWqAMZ1ycMAH8PJ6qCxhNXXWZ8gOYoOzevOuO+JJN3VsUSjClJpVEovCXu5LEJ4Y1+3EAvJ5KqA18A9oWJcjqB1GrNXZ9g0fZyseOuIeeX2PdSBHdwMn8mAoiCpEY/Zlt3OKOQMe+t59nfoknILaXKqPLznuPcMW8DucWV1u5eq1BeZWTV4Szu1T/Gw1UP8oNhDN36jWiy4wd6OpEgOpIifDCiJbuoUgY2W5jl+9LIWjiDq9jIFzbvE6qkAaBotKR0upK7jE+b131At5xXlu2TozfPU4XeyIItSTwy7w9ESa7FYzNHBF3wjVVFUfD26UwFphtF3TRJxKQXNlh/Jfj3iOVgDXdHG/r6W+ZgGxXagb/V2pFK49nGtoT8JulfS/P15iTWHc3FiJb/6u/jM8OVPOX4Mm/cfSX2Ng1byEgykYGvJhbq7YIRrXnYfdnxQ1buUeuz5kg214naRLY/qWO5omftcOlbBgXwpfFyczs8dxVpsorZGcVkFLHmSA5PGmYyteo53jHcxPARY/Bxa/y710GeTiScEvjyJ0O+Vk1EVQV/HMjgi40JbIrLlRdsjSwlv5R9x1LQUntn9KExIQ1exbE+wV7OLDUO56rKV4mq+Jrl5T0pKK1q9OO2VUIInvj5IMdPlFssH6AcYV7+nbz1ySfklcjg16VacySbsiojFdjxuzqE54wzmNyz8XLlnc7fw5HTMwEk58sE9y2Bqgo+XH2UE78+xnUa0+wBO6rwVQoI9XZm9aMjWDprKJMmXsFaYy8AOil5ROb8yQ87U8+y57ZNCMGh44W89mcMI2ev5tCKz1mkPMti29fwxBSk6tHJjYfHXlxeo8iObkSrpptFnkoRGccTzrGFdCG2HE7Emdpz8DFhHeqMymvnZEtV5yGcEKbCYWM0+1h/WL4nTnc4o5C3V8Wa2wINX9pN45XpU2jvJItlNBYZ+GpiYd4uxIrO5rYmN/Ysa0sXY3N0IgM0pt9rkuqNfdBQi2poYyO82W43jEphKkkySbuTVdGy5O6ZfLo+3vz/7WokP9lNYeaIoCY5trujLXl2XcztQCWTJFkZq9EZjCoP/LCXT35cTuqqj9m44AXefPUp3vx1G5UGOWS9MfywM5XHdT+x2e4/PKxdSkf7Sm7o2/ncGzaATu0cydV6c1AEU4oDAPE5MsF9Y9mWkE9eZgp21AYXtRh52eZbPJUiXqx4h49+WWPFHrYOy/dbfq8PDfGkg0vTTTe0t9Hi5+ZgsSw5T964ae7ySiqZvmAHnhue5k7dPwAYhIaH9Q/hEDGR32YNJcjLdFE/bUgAv7neZt72Ad1yvtscZ5V+N2dCCNbEZDPls63879Pv8dj+Br/oH+Q928/xVk4SqknndZuvGRLswaIZAy96tEukryvRonaUtJJ5oKGeQptXWmkgIHUp++xm8pPtK/RU4hl3hmqDIyM6ssbYBwAnpZLCY5ubsqvNXoXeyCs//Iub8aR5maLAJ7f0brKp+G2VztodaGu6ervwm1p7MeNZFk+lwYidTg5pbAiqKlATN6BTTNPh1qm9uay7r8U6NloNgyID2XigBz5KASuNAzlwOI0ZI0Ks0eVmLTG3hL8OWeZAu3toIE52TfjR4REM1aPgg5RMYnNLGRvRdIdva1RV8PjPB8g/vI4/bN/AVqkNdGUcXMqbx5/k4RnT5R2pBlRpMLJiVxwrtZtxUcq5T/cH+p73NsloLwCtRiHQ04mj2bVV5xJySxgQ2L5Jjt/WfLMliVdt5tNXc4wFhol8ZbwcG4zkC1NlLBelnKsSX+Lf6F6M7dbxHHuT6lNSaWDjMcvpU1f3avrfZYCnIz2L1hGpSaEdJSTnhzV5H9qqzMJyVhzIIHffCvyL96JxbIejV2fad5tAn6hwHG0tz2PySyr5cVca36w/wjPq50zRmS7WVaHwhH4mfoNv4PnJkRZ5d2y0Gm685hrWffc9o7UH6KTk4VGwj6S8wQTKC1jAFEh8aNFe3FL+5lndCvra1Q0MbjR2Z2vY08yf2v+Sroci/Vz5VA0wt33KjlJYrsfNoXHzZLYF2xPzGcZ+bBQjA5VYKhUHhnf1rHfdUWFefPZPD27AVJ06tHQPaQVldG7v2JRdbrYWbk9hWuFn9LeL5Qn9TNarvZk5IpghwfX/PqWGIwNfTSzU25mj1QnsALpynMTcUiJ8GzdJeFsRk1lE76q95r/sjWp3Xg2p+0EyMcqHWbsfphLTxbuSWkZucSVeLnZ11m3LvlwbwwjlABtED0DB2U7HHYMDmrQPnl5+zEx/hBThQ7Lw5lo54qtRvfPPUfYc2Mdy2w8sgl4AfkoBLxQ8zVcfHmbS/W/Lk5gGsvJQFqMq1+JiY5r6tsw4hOuHRTVpH4I7nBb4kiO+GkVSXilJR/cx3mYPGkVwm24NPpc/yYTuXbjuAxt+MD5OF00u/TTH+PK3VxjY9VOcm/JGQyux8Vgu97CUYJsM/jb2Z4vSmwlR9Y9OaEyBnk5cn7qCXhrTlKunsguavA9t0T+Hs/jkpz95UnzDDO1h08Ii048h/lU2/9aDbS4TSOowAaEo5BRVcDD9JP04yhKbLwnWmm74GYSGx42z6H75DO4eGlBvFeuhwZ68YDua0UbT6KKRmgP8eySbGcObZmR8cxadXsgj327kifIPmWi72+Ixo1DYonZjo+9dTJh0LS83wI2Wrh1cOKrU/t6jlGRiM4sYGORxyftu67bGpvFk9WyadOGBW5duuNjXH1AM83bhsF1PqE53N0QTzbbEfHnOCJRVGVi7fg0/aHcC8JbNl9zn8Q2PjW+aasNtnZzq2MRc7G1wcu9AtnAHIEyTyrEsWXWkoWyOy2WE5iAAlUJHlnvfej9oh4Z4orOtnYIghCkfiFTrZFkVlYeW863tW6ywfYZ+Siy3D/Zv9Apzpwvs4MwqdQCxogsV2JGUJy/IG0tBaRULNx3ha5t3aV9dHGKzMYoHqh5mi9EUiNEoAmP5SW78fCuJufK1aAiLd6Rwm7Z2atsh3xsIrp5K01SCvZzppiRyj/ZP3tbN42SmzI3SGL7dmsy9mhVoFNMVwUJlMtf2C6KDqz2PXtGPR/QPYBCmU7M7DL+w4M/1Vuxty/VPdCY3aDdwnXYzc23mMMLfAdczXKQ1pgAPyzyV+hw5Da6xpeaX8e5P/7BQeY5hNUGvU+gUlVGa/Uwq/oV/juSwOiabA8cLmaLZyM92rxCsMQW9KoUN/9P+l6l3P8b0YYH1Br0ANBoF265jUIXp8YGaI6yNlRXbj2YVc9O8bdxctoiJ2tqgV6zambd1M/m8/9/4PriS52ZNb7DRxbY6DXZeQZQK003sUOW4uQqhdGmKY9dhp+gB2GDswcjwDmdcV6NRCAsJ5kj1DKceShL7jyU3RTebvW+3pjCt6idz+zPDVTx3dR9sdTIk0xTkb9kKQr2dOVr9YdBeKeF4WoqVe9R6xMUepIvGNL1htxpGv9BO9a5nb6NlVJjlh/aqw1mN3r+WZNm+dK5V1gMQpUnBVqswfVjjV5g7XdBp0wUSc+WIr8byx4EMrmYDoZp0ABKEH9z0PQ88+ASP27/Me/rrmWO4lrcMU8ksquTGedvYmyrLt1+KnOIKKlJ3E64xVQvbrYYybPiYJu9HsJczE7S7edbmB27UbcAmN6bJ+9Da6Y0qG/ce5FqtKVl2kXCEvneZp45f16cjTiFD+NI4GQA7xUDA/ndlvrULpDeqpB3dRYDGdDNrhxrBkB7WmWIY6OlEolqbUF93Mv4sa0uXyqgK/rtkH0+Jb3BVTCNoU1UvHqu6j/uqHuFTw1WkC9Pon6XG4RbbbldrcyjsV4P5MOQrnnzkcQadx2ihgd3DeM1wGzdXPcvUqufZmVRAUYW+AZ9Zy1JaaWDWoj2UVhl533A9cWpHCoUjT+meIubqlTz69GweuGIQXb1dGvzY4b5uHKvOpeyvySEpXd7UvlTJeaVElu40tzeovRgZ6nXWbQYHe7JV7QZABbbkJR5AiLZd8bS4Qs+GDavNgeAs0Y704JvqVMaUGo8MfFlBqI8Lx06Z7liZISs7NoQKvZH441lsMUZRKXRsUrszLOTMH8y10x4EoUoaxoSNFLfhE5VTCSFYu3MvQzWmu6XJqjftI0ZaFAloKkGnjXzJKa6kRFYYbBRL96VzUjgTWx2Y/zXgJYZ1CybSz5VlDw3nH89pfGC4ATDd2c4rqWLqvO38uDP1nCc0eqPKioOZvPjpAlJfCiXpxXD2v9ifr+Z9wIk2XEFwVXQWkzXbze0/lNGMjTjzndTGEuzlTLxa+73kXpZIhV4WMmhIB4+fZKh+u3kK8ULjOG4aGml+XFEUXrumG1+Ia8kTpvQHV2i38cOvv7T5C4YLsSOxgBGGbeb2SnUA4yOafpojmAJfScLH3PaqPE5huTzPaCzfbE4iNiUDT8VUITBbuPNa5y8YOuUhQkbewobOsxil/4ibq57ld+MQi22Piw4sEyNY7PUIuntW89Tt19DB9fyKIQwL8WShMpltahRV2GBQRZ0cc22FEILnl0WTUH2TshQH7tE/xrNeH/P4f/7LdX07Y6NtvMvPcF8Xjp7yXVaeIW/iXKoNx3IZqTFN5dULLUcd+xB5jhQ9g4M8+ME4hhsqX6Bn5Zf8UxLY5otT/bLnOHcYfjW3PzVczcMTuluxR22PTBxhBWHeLmw7pbKjTb6s7NgQdiUXcMDgz608iwMV2Coq9wef+U7dmPAOOGmNrNA+ToAmmzi1I+uO3sJVTVjuvLmKTi+iR95KNDami61fjCO4aUCXc2zVOLq0d8RVKWWoEk2gkskx0Zmk3GF07+Rmlf60VvE5JRxIO8kBBvNn1SDClTSeGjLa/Li3qz0/3juIafN3cvB4oXl5DzWG6OWr+PPAVJ67MpJwH8uToeyiChbvTGXxzlSyiyrR0p67bCFQkwlk0ivzJWZ/kM3kO59uk6/pyoMZvKM1Bb70QktV6OSLrmh1KYK8nIgXtZ99wUoGyfmldV5P6eJtjstnlKa2yli0+1hmnTYV39/DiZuHR/Hhpim8ZjMfgMszP2XtkcsYG+mDdG6rY7K4VWManaAKhePeY/Bxa7pqjqfq3N6RFKX2fRWoySI5r5Send2t0p/WrMqg8un6eIpx5NqqV7hVuwajkw/v3zHCIk9eSaWBg2mDSCkoI/1EOTZaDW4OOoK8nBkQeNlFff462ekYHOTBhlOCXWuP5HBFj7Z3PrnqcBZL96VbLHPyDePdmUOa5LstzMeVDdXXWCeFEyUFmaiqsChKIF2YI4f3M616BO0eEUrfUP8zTv2tEezlRLFzEAnFleZlWxPy69zMbkvW7DnCfM0eAHKEO3mhN7XJ815rkoEvKwj1dmHBKZUd25enUlppaNpKea3Q5rg88//LsSesk/tZK7m42NvQP8SH3CQ3Asimqyad7/ftlYEvYMmuVKZrTdVYVKGw1Xk8j1mp2oi9jZZebqV8VjEHgKXGYSTmlcgviwb2277jp7QU8py6Mvy0whDtnGxZNGMg9y/cy+b4PAZpYvjG5h0clUp+TY3jug/vpouPF706u6MoCnHp2Wgz97PjlCkkRrR8aZzMU8qPuCplAPzP8BnPzjOi3vtsm7ogzCupRJ+ynY62+QBsUrszsqd1pmQ52ekodwmA6sF3gUomCTky8NWQdsZlcG/1KNps4Y5vWP9615s1OoTxuydxZ9UqQjQZ9NMcY+aypQwOubdOJTrJkhCCY9F7zNO194iu9O8eeY6tGo+NVoPRLQBMH3UEKFkkycBXo9iSkMfJMtNoOhUN3xsnsOTmwXWKQzjb6RgS4smQ+nZyCcZGdLAIfG04losQ4pwBgtZEVQWfrdrHQ9qlfGucSBFOuNjpmHtrnya7oRPh48J/jMP40ziIHNwBhbQTZfh7yCqbF6NCb8QlbZ15jthGYw9Ghp19miOYRjAPCfZg2f4M87JtCfncNsi/sbrarMXnlBCY/Q+2NqYR378ZhzJ1cFcr96rtkVMdrSCkgzNxdObOqicZXPExzxruJk7m8Lhkm04JfAFnLLN7qolRPqwz9ja37RJXt/npPZUGI6kH1przo2xRoxjer7dV75bZeIaYE8cGKRltfrh0Q1NVwbJ9GRbLru7lh66e6Qgu9jYsuKs/M4YFMlA5gqNiups3RbuZjXaPcFveh7js/YzwvS/zRd40Ftq8QaiSZrGPRcZx9Kj8ks8NV5iXPa+Zz7vLtrapKV2rDmdx+SnTHP9RhjDqPE4oG0vHDp5kCFOS4SAlkwRZvKDBlFYasE3fioNiiixuMPZkWNf6X2tnOx1PXB7FG4Zb2KN25brKl1hV5M+cf2Vi9HM5ml1Mj7LaaY5/GwcwPtI60xxr+Hh5kCVMOVxqAl9Sw1txMNOi3de/XYMlTT8fI0O98KaA27Sr+cLmPXzKjnL8RHmTHb85+Cs6k5EFv/Jfm1/YZPcfxmn28Mo1UU0adPJysUNxbE8O7ahJy3Aks/jsG0lntOFYLqNFbX6vf0VfhoWc343wIafdMN+emI+qtp1zvFMt25fOddX5PQHW249h6FlmJUmNQwa+rMDeRouvRzvWq73IxANQOJYlP5QvRV5JJbmZqSio5mXn88E8LsKbdaI28DVM7GVLfN5Ztmj9diYVMMxQezH+mzqcG/rVXySgqXTu0J50YXo9g5RMEmWguEEdySrCrfAIkUqyedl1fTqecX2dVsNzV0QSNvV1ntM+RrEwVUj1VIq4Tfcvz9r8wDTdatorJdgoRl61mU9NXeu+/u14a0p35t3ej989Z/KTYRQA9oqe7lnL2NyG3n8rD2VRiS2FwpFKocPQdZJVpjnWCPZyIlE1VaBrp5SQlXn8HFtI52tncgHD2W9ubxK9znpRfm3vjpR0GcuUqpfYK0xlzr/alERMhqxQdjYbj+VaTid1GkzXDtadWhPg4URydZ4vT6WIrByZbLuhVRlUthxOxJd887LLu/ueZYuG16W9I1c77Oc1m/lM0O6hn+YY0emF596wlVBVwder9zFD9xcATlRg9Ajj6p5nPpdoDIqi1BmpfFReY120VQfT0Cqma6sk1Zt2/t1p72R7XtsODvbAiXKma//iC5v3uLdyPsdy2t5roaqC3Xt30UdjKm5yRO1CZK8h9d5clhqX/I1bSVdvyxOxo9lt74OgIW2Jz+Mr23fZY3cfH9l8jIst9O5y7ioZXi52OHfuYa7yM0hzhLWHkhq7u83av0dyGKPZB4BBaMj2GUWndo7n2KpxBXk5kVhdEt5VKedErrwgb0g7kwqYpv2Hv+ye4Q/bZ+jrXnrOxKVgurB45qln+aXvQv5RBlMhLKcW64WWpcZhvMVdTO3fhRUPD+PX+4dwU/8uTIzyYdmDw1jqfKN5NN9tutXMXdM2ch6WVBrYnpjPbMPN9Kv8nBuqXmRML+sOew/p4EziKXm+9DnHrNib1mVLXB6l2JMrXDEIDcUdh581vYGiKLxxXQ+LJNBGVfD4zweoNLTtUclnszM2mX6ao4CpKEtwRE+rTzUL8nIiSa3Nz6bPkZUdG9qW+DxG6zexzf4hlti+TB/lGJd3b9qceIqiUOHV09zuoUngYBsKfP0VncmoEz+bUxj8bBzJTRNHWGW2QLivZbXI2Cx5w+BiVBqMrI4t4KaqF+hf8SmP6Wdx+QXkrevc3hEfdyee0i1mgnYP4zV72Bqff+4NW5ndKSfIKKpiiWEkxcKBpcZhXNu7aQPCkokMfFlJ2GklfI/JwNcl2Xsknu5KEu2VEroq6fQP6oCt7vz+vCd282WdsRcAdoqe0ti1GIzq2TdqpYQQHIvZS7DGNGVgjwhlUGSwlXtVXRJe1N691RQktKkpcY1tZ1IBQ6pzD4Uq6XQNDDjvi0VHWx13XTWOsc+vJPrWfSwPf5dfAl7mq5BP+WrAX/jc+S2LX7iH2VN6EOVnmZfNVqfhmjHD+Vc1jbr0Uwpol/YP2xNb/4nRtoR8DNVD/vXoOKIJOWd58MYW7OVs8T6zPZnYZqclNLTN8Xm8Z7iRAZVzmVj1Fr1DA865TUgHZ+4fFWJuazHSKftfZq9sG8HhC1VWZcA2dQs21VUz16m9GHGG6aRNKcDDif0ihI3G7nxnGE9cIfL7q4H9eTCTq7RbARigOUqgrye+bg5N3g+3gF5UCdOo3Z5KYpsa8fXTtmPcpV0FQJXQ8ne7W5lgpYIc4T4u9FGO8YLuO763eQMlfbdV+tHSbYnPo7i6inou7dgnujIx6sJe074hfhwQpuuIIE0WMcfa3g21vw5lkiq8edIwk/6Vc9ne/mqi/GT+VGuQWVKtJNTHhfYUMVa7l65KOomZEcBAa3erRRJCoCasR6OYTiQ3qD3Oe/45mPJ8vbiyN7fxLwADqnayO+UEg4La3tzrhNwScgvL+Es3gBGag/xr7M3VER2s3S0CPZ3455QLcl/DcXKLK8+71Lh0ZkII0hOP0FljSsq7R+1K3+ALnyKi1Sj0C+1Mv9B7Lmi7KX068fjqKxmv3wvAWO0+vtqU1Orff6eXuu/n397qBU6CO1gGvjqr6WQVVeDn3vQXkK1JfkklsdVTbQQaEkRHhnU9v7/vWaOC+Ts6E11ONG/ZfEF3TTLTt2lYE+zJOCvnrmputifm87ehN1cbX2GU5gBb6cHXIdb/HAn0dOIn42h+MlZXyTVAQWkVHs521u1YK6E3qhyIieEdxRQQTlB9iew91Cp9iezsRez2LvRQkkx5EtMy20SC+/ST5bRLWY2rrWm01+/qUK4fN9RquWHDfVwJ16Rxt+5vAFYXxVBeZcTB1nqpBFqilYeyLNr9/NvhfYHn3YODPdixP4L+GlPAS0ndglGdgLYNVdncFFd7vleBHeN7Bbf6z4TmSo74spIwbxd8lQLesfmCe3Ur6Fuxk5NlVdbuVouUkFtK94o95vYmtft5Jbav0bm9IwUdBpmnaY3WHmBVdOY5tmqd/j2SQ5zoxCz9I/Su/ILVjlec15S3xubn5sBxTe3w6iAlk0SZILhBJOSWEFG539zeonZjYGDTXSza6jT0G30t3xnGc0vVM/xXfx9b4vNa/XSunceOY0ftZ/7wUOtUTT1VBxc7Mmz82a8GsdQ4jINqoExw3wD2pJywaDvaaunRyf28trW30fLxzX3opjtOd00yAK/ZzOfFHzdwIO1kw3a0hdtwNBcVDQdECHOMU1C6DMTV/syVnZuKn7sDtqflcpEJ7htOTEYRA/U7zTc//1QHM6mJ83vV6N7JjYNqEAAaRdClKq5NJLhfti+d67UbzO0V2jFWLSoR6u3CMVGbmzZUSZMzay5QlUFl0+FkavKzAhf1vhoc5GlR2buXIZrDGW1nJGRmYTkJuZaf99Ye3d+WycCXlQR4OpGq8TPntumqSedYtrzAuBibj+UwQnsQgHJhS6pTD0IuMJntqG7+bFWjAPBVCkiK3tEmpyL8G5tj/r8eHYMj/ZvFXQmNRsHQrnbKpazs2HC2JxYwVBNtbh9z7E3n9k07wufKnh150XgXW9VugEK53sju5BPn3K6lSs0vo2fhGg7Y3cMCm7forcQ1iylZiqLg5OXPNVWv8Zh+Fn+pg0iQhSQu2Z7kAosgZ+8u7ha5u84lzMeF7pfPZL3RlD/IVyngY97ivm82Ed8GEwWfycbTKjs3l4sLrUahi4dlnkz5/dVwdqecYJAmxtw+6jrEaqNUO7o7kGBTm6uxh5LAweOt+yJfCMHGPQfN5xGpqhe+3UdbtVCLg62Winah5nao5rhMcH+B/jyYwSvGOWyxe5gXdd/iTjGXdbvwqas+bvbkt++FQZi+8wZqjrA1ofWns6ixOS6PHkoCjlQA4OZgQ7eObufYSmosMvBlJTZaDR29PEgTphOzECWdozL54kVJPrwDH8V0kbxTDWdA144XHKyZGOXDWrU3RcKBP40DyS6u5HAbq55VWKavMzJhbLj1pznWcO3gT7kwVZIJVLJIlCNRGsTOxHwGV+f3KhYOOAf1b/JgZzsnW3qcdiJw+lTA1mRDnKnynL2iZ5T2AG6ONs1iZCWY8nyd6vQ7ldKFS0uM4aDdDJbYvswUzUb6nkfhldPdNsiff7s+S7ZwB6CPJp5XDO9z89z1/HM46+wbtwFpBWV1gknNJfAFpjxfJgJ3imXgqwHtTspnoMY0zbFYOOAW2NdqfVEUhSrv2krhPTRJHGrleb4OZxTR58QqtNUj7paqw7mmTxcr9wo6+fiaC1eFK2kcyWzdr0NDEkKwbN02xmr20lHJ5zLtLiL8O9LxIgPKfUI6cUiYRkKGaDI4fKztFPjYFpfFD7avs9/uHj6xmcOQYI82Nc2zuZGBLysK9XYhTpiqOjgrFWSlJVi5Ry1PcYUez+P/mNur1b4XNM2xRriPCzvcLqNP5Twe1P+HI8KfVW3sYmJncgG+IhsbTIks7XQahgRbf/pVjQAvF/apIexWQ9mhhpMkA1+XTAhBXuJ+vBRTkHenGk7/IOtMTxhx2kXqhlYc+Np6NJNhmkMAFAhn2oUMtFoulNMFnzZaNl6O+LokFXojrtm7sFMMDNAcxUcpoG9A+wvej6IoPHfLOD7yeZMiYbr4GK/dy4/qE3yz6HseXLSHPSkFbXKkMpiKRTysXcp07QqilCTaN6NgMpgqO76im88Bu3vYbz+TnJy2mU6hoQkhyEmJoYNyEoA9aih9Aq0b8GwX0M18k66HksCh9JNW7U9j+21fOldpt5jbW53G08//woP7DS3c14Vjqmm6o6tSRk56267YfiHWH8tlyIll5mDmQsM4po8MPcdWZ3b6dEdd2laqDK2/iJgQguL4rTgrFdgqRgxoGXoBOailhicDX1YU5uNC/Clz0KuyYs6ytlSf1THZjFd2AqAKhbX0Z3TYhY9SUhSF0d38MZxS7+Hv6LYV+NqdUsB8m3c4aDeD72zepE9n12aVCDTQ05lb9M9xfdVLPGO4h8T8Mmt3qcVLKygntHyfub1VjWJA4IVflDeEEaFedCSX27X/8IXNe5B9mJyiCqv0pTEZjCoVidtwVUx5XzapPRgeZp3KV/UJ9nIy/9+OKjJyWm8AsikcziikL7Xf7btEOL27uF/Uvux0Wp65+0becX/enJMyWJPJj7av8eKxa3nu8x/p8fI/TP1iG6/9GcPqTVs5kZfdEE+j2duRkM09uhU8b7OIBbZvMyiofbMJJoNpxJcOI26K6XvLkCtvdDaEtIJyupYfMLd3quH0u4jAckPq1smTaBEAQBdNLmnH01ptQFoIwarDWdxW9Qwv62/nB8MYBvTp2yzee+E+rhwVnWsX5MS02tehoS1YF8NU7ToAKoWO7e6TGXMJM0AGBbVnuxpubvdSD3Pw+MlL7WazdzS7mB6Ve83tjcYLK74mNTwZ+LKiUG8X4tSO5rbdiTj5oXyBdu/ZSZjmOAB7RVciuobi5nhxyWwnRlmOdInLKWlT0+niEpPoqknHQanCVSmjX2Dz+nAOOuWCHEx5kvTG1n/HqDHtSS2gf/UUEYAj9j0tAh9NqVdndybbHeBVmwVM0O5hhOZAnZw9rcHhjCJ6GQ+a2xuMPRh2EaNUG0uwlzNDNYfYZPsfjtjdxbjylRRV6K3drRZrd/IJBlS/xyqFDeVePS8p4bqTnY6nZs3k3YAv2KuGmJe3o5hU0YHiCgPbEwv4anMSx1Z9hvJxH/75/i1KKlpv8RwhBAXxu3GpDiZvVyMY3IxGK4OpsmOSqA1w2xYmyfO9BrAruYCBmiPm9hG77gSclk+tqXXv5MZaYx9+Nw7mNf2tFFaorTbBfWJeKcdPlJOPG/ONk3jGMIPLrVRY4HThPrUjvgD8qpLJLa60Yo+anqoK1sRk88CivVz/2VZmLdrD7JWxZw06Ld17nM5py3BXTNOx/1QHcdOoSwtmejjbUeTVD2N1XuuBmli2tYE8X5vj8hihqT3fS3Dtj7+VP5/aOhn4sqKwU6Y6AnTUp5Jb0rY+lC9FYZme9JQ4MoTp7t7fxv5M7nHxX7i9O7fDy8VUXtyBCnop8aw63DbullfojThk7jK3d6jh9G0GQ9VPFeRpGZAxqKLVnkw2lX2pJzGgo0zYmfJ7delptWIGNloNFZ2Hm9vDNNGtMs/XruQCBii1wcbMdv3o4HJh5cEbUxcPR8oVRzprctEogmAlk0SZ5+uiJSQcw19jKhqyXwTTI+DSpxI72+l49s5riZn0M8+r97LO2JNtaiSlWOZf8VPycVdKmJDwBnvfupxjWa0zx01Kfhldy/eb29vVSAYHN11l2vMR6OlE8imBr45qBtlF8nzvUu1OOYEzFRiFQrmwxSGgn9UL8vi52bPQ5joe1j/EV8bJFOJMXCstQrHhqOV3dAcXOyJ8XazUG0td2juSovU3t8M0x4ltQwnu96ae4LL3/2XFwg+49+h0Psu6iVlH7yZy6yO8/ulXXP3xJn7Zc5wKvdFim3m/ruJp3Q/mZb/bXsnVvf3qO8QF6RnSmXnGK3lOfxcP6h9qEwnuD8Sn0F0xTbE9onYhomuo1T+f2jrduVeRGkundg6k62qH4XbVpHMsq6RZXQQ1Z//EZLHB0I0hho/poSSSq/XiP5dQPlmjURgf6U2PPc9xtXYrRjTcFd2D+0cFn3vjFi46vZDe1N413S3CubmZBb7cHW1p52jDiTLT6BMtRpLySgj0tM4IpdZgX+pJvtM/iBYjnZRcbvK37sViaFQfMtPa46sU0F9zlP/FZyJEr1Z1orAnMYvbNHEApKleBASHWblHlux0WvTuQVAd6wrSZJKQU0Kvzu5W7VdLJIRAl7bd3N6hhtMvoGE+VxVF4bbBQZzs+TpLdqexcHsqFNRO/1ZQyRO1BSNGiF28P/8N7n3sdZztWtep37bEfAadMurnqEPPOkUarM3b1Y5Mbe2NzgAli6S8Unzc5PnepdidXMBi/X9xoYwQJZ3LGyCwfKkURSHU28WiWNCx7BLGhFu/bw3t9FycI0O9ms33tUajoPEOR81V0CiCUCWN7VlFdfKJtkbHsot5+qvlfM6bBNnWpm3xUoroRjJXabexNzeET369htdWDGRgYHtKK41EJ2ewWPsBToopKP+LcQRXXXkFdrpLT3syJNiTe7ZMNbdTU09QoTdatfpnYxJCoKbtRlOdJ22HGs6goOZ1Q6YtkiO+rEijUejo7cVxYRqS31U5Lis7XoDfD2RU/0/hoAimW2hXXC5hCgmYqjtqUXFQqnBWKnDJ2ExWYevLM3S6Xckn6K85am6f9OhzSdNxGkuopx2LbF5nq92DLLR5U45EuQTlVUaOZJo+b4xoSRE+9O5s3WDnkBBPtqjdAHBQquhYdqRVjYpQVUFl8i7sFVPwdoeIsFpOtbPx7uBNnjAlBg9UMknMaztTvhtSUl4pkfpD5vZONYJ+/g37ers72nLviGA2PDGKbU+P4cs7+vGfsV0ZFebNm8bbmFn1qHndeysW8M5Pa1rdFLsd8dnm769c4YZvUI9mc/FdQ1EUNB6BqNVTffyrA1/SxTtZVkVcdfGNYhzZJ7rSt4ECy5cq1Nsy8Hosu/WNNKrQG9EmreV/usUMUI6gw8DIsOYVVAr29eRH42g+NVzFZ4ar2sSIr6IKPY98t5k5vEuQpjbolStcMYjay/4+mngu0+ziZJmeVYez2Ryfy2LN80Ro0gCIUztytM+LTOnbqc4xLsaAwPacOluyyqCy97RK8q1JWkE5Xatq83vuVUPpcxEVnaWGJQNfVhbq7cJWYxRrjb340TiahMwCa3epRTh4/CSbTsv/c8UlTHOsMTjIgw26Qeb2ZZpdrI5p/Unuo5OO0616OG6s2pmwIP9zbGEdnb3cCdWk4acUEKTJIFFeOFy06IxCDGrtBbBGgR6d3M6yReML8HDikKY2AWoPTWKrKgUfn1tCRFW0ub1DDWdAYPO7Axjk5UyiMH2eeisnSc/KsXKPWqYdSQXm/F4GoSHNMYpO7S6uHPy5KIqCr5sD4yO9eXR8KPPvGsCqR0aQ5j2WHwyjAVP16NFxb/DL7rRG6YM1CCE4kbDHnN9rRzPM71Wjk5c7GZje74FKFskyoHxJ9qedtGjb6TR087Pud1iNrh1M0/3sqKKbkkhi1knrdqgR7EgqYDKbuE/3B0vsXmWI5gjDQ5pX4Cvcx4VnDDN4xzCVlepAYjNbd+BLCMFTvxyk84kdhCqm/McJqi+POr7JFwNW8U6/Dbyoe4QjamdUoTDPeMUpWytsUnsAUC5s+cr3RZ66qk+D9c3NwYbuHS3fn9sSW+90x31pJ+ijxJnbCfZRdG7fON//0vmTgS8rC/N24UnDTO7WP8mbhluJyW09oxvOx9GsYt5buol3PvuCd376hx+2p5zXCKsv/95J71M+UNo52jAu4tKHkdvqNNiFjqVUmHJ9jdPuYXV0xjm2atlUVaCm7jSXLd6lhtHfylWRzsSUILj2gjwjW16QX6x9qSeA2sBXmI8rTlaeAqXRKFR49TC3u2sSiW5Fga+dSQWEaNLN7RSnXnR0b34nQsFeTiSqtTcS9DnHrNibluvQsQRCq1/vaBFIj+BOTToSqau3C/Nu78vHumlkVufCHKU9wKo1f6OqrWPUV2JeKWEV+81tU2L75hdMBlNgP0k15flyU8rIzcm0co9atoPHLb8bunV0w1bXPC5rQr1deFa3kBi7u/jT7jlE7tFW856rsT42i1EaU0XNUmFHZadBF11cqrGE+bhatONzSlp1UaQdSQWsjM5ildqfu/WPc1x48nb7F3nz0Zk8OzmSp6/swfNPv0jajat5yedjEk7JMw3wnXECm9QefBX8Ec/ddR06bcO+nwYFe+BABUM1h3hMt4QDcckNuv/m5EBqPr018QBkC3d8Ooc0u5HIbVHrSvTQAoX6WCaBjMsuRlVFsygF3Jhyiir4cPEf9Du+gIc027BVjJANJ2Oc+O+fD9F5wFU8OCYET2e7OtvuSSkgLHkhH9stZ5sxkucNd3L9yHENdtE+trs/64705grtdtorJajJWygs69/svtAbSmJeCRH6aPOnwS41nCebWX6vGsFeTiSpvgyontai5iUAY63bqRYqOjmbHXYPcEgNZJXaH5sud1i7SwC4delBZa4Ndoqe7koSf7SywNfv+gd4V38jfTRxdAyPtHaX6hXs5cw/ojbwZV+YhMGoNvhJcGsmhKA0ebe5bcrv0fQ3FDq3d+SFKYOY8+N1zLb5CoDBpWvZmnBds6omerF2JxfQT1MbmI136GH1qn5nUpPgfjimUZ+G3Hjk99fFi03JZLXtExwUgawx9sWn003W7pJZqLczm4Wr+YZigDGZ4yfK6dJM/zYvRlbsdjwU0wiqzWp3hoZ1PMcWTS/8tGusKqNKcl4pXb2bRwL+hvb15iTz/9ervblG05vf7hhtkUdLp9UwoZsvE7rdzvT8UrYn5pOQW0pBaRVh3hFE9LmZ4fVcezWEIcGedNjyM9N1KwGYmRFMSeXYVpd3EiApOZls0Q4XpZw9aii95DTHZkGexVpZ2GkfvqVVRtJPtu5KdWVVBl7+4geez5jFddrNpqBXtSps2G7oyoKtyYx6Zz1fbUq0uDtTWK7n3WXbuEP7DwB9NUexdXTnjsENNzVvZKgXaxhgbo9TdrLmSOut7rgv9SS9lXhzO9mpR7MchQIQ6OlsURLerSyF0kqDFXvUclWm7sFbOck47T76KseaTfLyyM6eHBFdAAjWZJJ4vHWMuBRCsDPJNJU9HS/+UIfQvxlOc4SaqY61VZy6kCErqF6g5PwylpdE0r9iLvdX/YffjMOtltj2sm4+xHmMpVKYLi6u0m5lyc6kc2zVMuxJLqCXJgGAIuGIZ2Dzy+9V4/TKjg5FyRhb2SigpiKEwHh8L1016UzRbmaYJpqendyt3S0zLxc70mwCze0ITVqryvOVX1KJX+E+c3uT2p3hzTCQ3s7JFm9XOxRUuijZ9FASONJK83yl5JfWuVZ5YFwkndufOdjq7+HETf278MzlEbx7Q0/uGRFU74CDhtI/oB27iTC3ByqH2dYKqztWGoxsybZhXNW79Kz4gjcMt9Kri7u1uyUhA19W5+1qh6t9TaRb4EFhq/pyPJ0QgteXbOLp4tdxUKoAOCGc+cEwhrXGXryln2ouyV5SaeC1FUeY/P6/fLI2ju+3p3DDh3/zVP5zuFbn8/jVOILrRw/A0bbh7hY42enQB40zXyRM1u5g2d6UBtt/c3M4owhvxZRgMke449s5qNleOPh7OJJE7UiUQJkg+KJkFpYTUH7Y3N4rutKnmXwpd+voxkE1yNz2KTtKTlHLLzBx/EQ5Wac9j+aY2B6gvZMt+Xa1FYeDlAwScmU+oguxvTp3SS7urFQHku/clSArVaBVFIUrBkbwr2rK1+JEBUkxeygorbJKfxrS/tQCPjVczW/Goaw0DqCPlSvTnk2ApxNr1D7cW/Uo4yvfZrlhABmt/EZnY8ksrCCwsraS534RTM9mcvMGTO85g1ftBX64ksqxnNZzbr8n5YR55D3AQU0k3To2j/xqp4vwdmaf3Uw22j3Kezaft9oiYgu2JhNJMjUpLFzsdNzQr/NZt2lqjrY6KjsNwVhd5GOY5hDrj7a+lCUxGUVUVQ/aKMSZdLya1edTW9b6xha2MIqiEObjwsz0ZxisiaEKGxZnrWdsA+Srao5+2J7EpKPP0klrSky/Tw3hAd1L9Ozqh0ZRWB2TDdSO8PLiBItKnmHzum7EqR15T7uT7ppkwFSh5Bfnm1k0sEuD93NC7xDWJvZmknYXXkohuuR1pBX0Puudk5YqJqOICVXv0IETdFTyGN3R3dpdOiN7Gy1lzgFQnQovUJNJYl5psz3haq72pZ6k7ynTg47aRBDk6XyWLZpOkKcTH2p64mws55AaSLLqw6H0Qsa62lu7a5dk32mJmNs72RLsZZ1AyPmw8wrCkK1Bp6gEKZlsyS1ptd9LjWH7aUl7BwV5WPWGwrW9OzJz5WRWVfVjtdqPMuxZuvc4M4YHnXvjZupkWRXHcss5xkS+NU4EYHkznaYP4OFkS4FdJ/6pqB31lZRX2irPKxrbweMnzSP9AOJswpvdFFcP30BO5jjhrpQSpkljeXbruXmwO7mAmdWBr5PCCZfO3bBpplPhw/zcyEzxwF0pJVDJJD6j9Y0wKqrQE7vrX1bYPc9+NZh3DTcS3v+qZjmFcEBEEAczgumtxBOqSefw0ViE6NZsb7hfjNMLbwR7OeNq3zrT5bQ0zfNTqo0J9XbBDj1OSiXtlBIyM45bu0uNorTSwMFV8xmmNY00yRVuPK48zqJZY/jstr58emsf1j4+kuv61OQJELxh8zVeSiHXarfwpM0Sc9CrQDjzkM3LzL7rcou56w1lYpQPK7Wjze0pmk38urf1vS6qKojJNN39yqEd+0RXovxcz7GVddl4BZtLwgcqmSTlyhFfF2pXYh79TjlpdesU2WzyCmo0Cjl+43hMP4v5xklk4kF0esu/Q7s/9SSf2XzAs7qFjNfspldn92Z9otelgzsP6R/iusqXuLXqGRLl++y8CSHqCXxZd3Sfu6MtPt1GslwdRhmmIPIve1r2d9q+1JMWbXsbDZHN+PtLURQCTxv1l5wv31cX48DxQnpVJ44uEg64dIxsdp+nod4uHBWmETe+SgEZma1j2j5ARsJBc36v3WoofQOb3zTHGuE+LsRWvw46RaUiM9bKPWp4f0dncYNYBUAvTQIdlXymDQmwbqfOYGSoF5vUbuZ2cNFuElrZ+cXpga/ecrRXsyEDX81AmI8L8adU1qjKjLFibxrP0n3pTFX/Mrf/q7+PJ28cbXEi2KmdI+/f2Itf7x9CLz9HjorOnBCWI1EyRHv+6/AKb98/tdESVNrbaHHveTl5wpU4tSN71a78sud4q6vKk1pQRslpObKimkk58DPp0qE96cJ0khWkZJGY23qmDzSVjISDtFdMd593qWEMCGpeJ62nj+A71AoS3CcnJzBJu4t7dH9xt/bvZpNT7UyCvZxZqQ5krwjlJC5yquMFSM4vY2Lp77yim88Vmm04UmG1/F6nuum0aS+xWcXkFrfcStJ7Uk5YtHt0dG+2o05qnB74kgHli5OWHIdPdYqGg2oQPZph4uhQbxeOqLUzEmzyjrSKnG4VeiNuObvM7V1qOP2a8UjLcB9Xjqq1n33uJfEUVeit2KOGtz4mg7GavYApEFwYcm2zHUka7uNCjH1fc3u49iAbjuVasUcNT5u8iT9tn+Ft3TwGKEdkfq9mpPmNgWyDunZw4Q/Rydx2KIxvdRW0VFWwYEsS5VUPc6duFd2UJGy6jmNilE+96/f1b8fSB0ezM7knb++KR8StAVRU9wD8Qnrx/vAw2jnZNmqfr+8fyOQdb5BNO0CBE+VsT8xnSEjzChJciugMy4CCR3Ui0OYs0NOJJOFDZ3JxVcooyM0A+li7Wy1GUYUej/w9UD3qepcaxrhmlmS9eyfLURvRLTzwVWVQsc3ZD9WDUw+I4BYR+DpVa7sj25jWxeZws3YdEZpU7mA1l+m+slp+r1MNCGyPs53O4mbH9sR8ruzpd5atmq/9ybkMVI5wSARShj19mvHFd40ADycClUy6KUkEKFkk5twMRFm7Wy2KqgpsMvdC9QCv/SKEHs0osX2NUB8X/hC1AZdgkUJaQRkBzeCz4FIcSDtJH6V21NRuEcaDzfjCPtjLmXhqX4dwTRpHs4rpH9A8c2xeqEqDkYr4TbhpygBYr/ZibPfmldvrVIqi0D50KCWH7XFWKhiqiea/sVlMHxZ47o1bgJJKA17FMXSzSaabJpntagQ9mnEKmbZGBr6agVBvZ+LU2hFfgSKNlIKyOhceLdmm+LzqCydP3jDcCggWDjt7bhGNRmFQkEf1nfKBTdFNC907uuHu7U/2KcUGFu1MbVWBr5j0Eyy2eY1Y0Zktajcq/SY2u+kCpwv0dGK+8TJ+NQ4nUfhxPF9BCNHs+91c7Ek+QX9N7UnrPiWSxzo1r1F+3apHHTpQQZSSTFaxB/kllXg0YrWhxhSbVUSUqK2cuk8N5ubmHvjqYPn9U1BaxYnSqka/4dAa7Nm/l7s1qQDsV4OJDO3aLD6fdFoN/QPa4Rn/M4M1MbhQxvrEj1pk4MtgVKlMP8DPdq9iFArzjFfS1f9da3frnAI9nZimXcWdOlNl6ofy+gDjrNupFiYpv5Qw4zHzFcx+NYTrm2Hgy9PZjgy7YHPa2jAllWPZxS0+8LU75QS7jIMpFQ701CRg8O6JSzPOX2Sr01DRPhyqT+XDlDRiW1Hga0diAcPVneY5XGvUvrwQ3sG6nTqH4RF+bD8UwTjtPryUIk4mH6C8agAOtg2fuqapHcksIlJTWxDtqBJAV+/Wcz3f0rWeIUUtmIezHQWOtUGgrko6x1pZud0FWyxLp3ft4MLQkOY1yuR0iqJwQ79OFsv+js4ivRVVYTqREs1gbQx36VZxjXZzi0gSH+TlxDq1N8vVYRwSQZyohNySljtdp6ntSCqgf3V+r3Jhi65jr0bJk3cpAj2dmGyzm2i76fxi9wpXaLZxtAVXu92fdpJeSm3g60S77rg5NN8LBYDO7Rxw1uoZqTnAXdqVXK7ZTmKenO54LtlFFfhm/WturzL2Z3J337Ns0bQGBXlwl3YV12k3M1azj4MJLbNicWxWMRFG0+eYVhFkiXbNpjLt2QR6OpEsake6O5SkoDeqZ9lCOt3+1JP00cSZ28cdI/Fxa6bFT7zCa/+rFBKX0/I/Q3cnF7Be7c0Lhru4uuo1egc2/6InHn5BFAnT1L9QzXFiM1t+3tAaa49kM167BwC90JLvOwLPZn6TcEiIJ1tFD3N7kNjP5vg8K/ao4cRkFBGlJANQKXTgGdbszrHbMhn4aiZ8fH3JFabpPV016S36Iu90OUUVrD9t/vadQwOaxR3wc7mhX2ccq+9ARCnJTFP+4rutydbtVAMRQmCfs9/cPqgGNfvE9gB+bg7Y6iw/umSC+/OXmHCUTkptVdW+Qc3vpFWn1UC7QLSKKR9KhCa1Rd8MOJBSQE9NIgDZwp1OnYOt3KNz02k1RLSDb23f4kWb77lJu56EnNb9PqvQG9kSn8fKQ5n8fiCDuIv4Hv47Oovxmj3m9hbdQIZ1bT6jhAcHe7BdjQBAowg6FOwlu6jCyr26cPvSTtJbUxtMznbp3iJGhAacFvjyJ5O0gjIr9qjl2ZeUQ0/F9HmarHrj7x9g3Q6dRRdfb66tfJkeFV9wj/5xjrXwc3tVFXVy6/ULaP5TjMN8XTlanVKmk5JHWkaWlXvUMIQQJMXsNJ/TbVcjGBzZ/Cv1ujnYcMJ3GMeFJ/MNE9mmRrE6pnW8JseOZxGkZJr+LzoR1rF1jCxsLS448LVx40auvPJK/Pz8UBSFZcuWnXOb9evX06dPH+zs7AgJCWHBggUX0dXWLdTbhXjV9KHspRRyPCPdyj1qOOuO5vCu7jNmaZfTVTmOs52Oa3t3PPeGzYCbgw039O3EezZzWWH3DM/pFrJl53ZKT0sI3xLlFFcSVHXM3D4kgpp9YnswTYEN9LCcKpCU17ovyBtKhd7IukwdYyrf5Sn9PXxrnEj/wOb5pezoF0GVMAWdI5WUFn0zIC81BlfFdHG7Xw2hVwvIRQTQvkNHioQDAEFKJgmteMRXfE4JN7+/jF0LnmDx4vk8vHgf4z/YyN0LdhF/AaM0Nu8/Qn/FNBIpQfUlOLIPdrrmc7c3ys+NA9railoDNbF1KlC2BIfTC+lWfVe9Smhx8u9p3Q6dJzcHG07Y1+bfCVCy5PfXBdqdepKbq57ldf0tLDBOpJ9/8/wOA1Mqk32iK0WYpjody27Zn6HJ+aUUVVie//ZtAd9nET6uHDslwb3IiUGIll9oIC6nhB4lW8zt1WpfxoQ3v5uZ9enWox/DKufwsmEah0QQ/x7JaRXFH8qPR6Opvmkbowa0iOuqtuSCA1+lpaX07NmTTz/99LzWT0pKYvLkyYwePZr9+/fzyCOPMGPGDFatWnXBnW3NwrxdiLOo7Nh6yu3uP3SIKdpNPGnzE+/YzGNEqCeOti0nvdxdQwOJq75TpFEENxv+4OfdaVbu1aU7nFFId03tFNREm674N9MqMKcL8jIlCB6r2cMN2vUkyguH87Iv9SR6IyQKP34yjma16N9sT1pDfNub33dBSgaJmS1zGHxhmR6Pk4fM7QNq809sXyOogwuJwjRNr6OSR2pWgZV71Dh2JObzzNxFfFb2Xx7RLaWvpvaGwNrYHC77cCNfbUo8535yiiton/6v+aR3ldqfSd3qL+BiLVqNAl0Gm9sDNUdaZOArLj2bICUDgGOiM5Gdms+ounOx9QxEXx3UD1SyZeDrAhSW64nNKWevCOVL4xUsMF7WrIsanF55PCGnBEMLntp6KL2Q3kocnpgKzni52OHr5mDlXp1bmI8LsdWFBoqFA476Ao6faPlpSzYczWW0dr+5He00mAjfxql239AmRPlgrlAB5JdWsTf1xJk3aAGqDCrOJw6b24eFP5G+zX8mTVtywYGvSZMm8dprr3Httdee1/qff/45gYGBvPfee0RERPDggw9y/fXX88EHH1xwZ1uzUB/LwJdLcTyVBqMVe9QwKg1GnJJXm9trjH1azN2IGgGeTqQH3UyJMOWQuF67kWXrt1Ohb9mvT8zxAsIVUwLmRNWHLr7eaDTNf/opmPKkzLN5n69t3+M13XySclruaKCmtDnecspxlJ8bznbNMwgd5uPCEeEPmHL4kN0y79AeOH6SHpraoMlhTQjhPi3jRCjYy5lEYUp8rlEElTnx59ii5TmSWcTc+V/zjXgBH8V00u2BZf4XrVrJyb/f4K0/D6Ce5Y70kl1pXKHZZm5v1AxgRKhX43T8EnQPDeJI9eiHbkoShxJa1o2cKoOKknPEPBX6cAu7q97F05U0Yfq78FeySG7FIykb2ukXxrY6Dd06Nt/P09DTAl9VRpWUFjy19VDaCb61fYvd9vezzPZ5erSAvLAAvm72rLcZztCKOXSv/IpV6gCOtuD0CTV2J+WhR0eV0JKg+hIWHtUi0sgAdG7vSLiP5fvjn8Mte7pjfE4JYaI2b2aM6k9kC0gh05Y0eo6vbdu2MW6cZcWaiRMnsm3btjNsAZWVlRQVFVn8tHZdOzizTu3N3VWPM7zyAxYbRpHYCvIW7UwqYITYbW7/K/oyKqz5XQicy62jurPQOB4AO0XP3RXfsnB7y0wKXCM/ORp7RQ9AjGhZFw5BXs4kVY9EsVP0lOYmnWMLCWDV4WyL9pDg5ltgIszHhRjV39wOMCa3yDu00RmFRGmSzW1Dhx51ctQ1V8FeTiSppyTiLkpsdYm43/1jL+9qPsFZMeW52q8G851xgvlxDSof2nzK4zY/M3zHfTz749Z6fwcFpVVs3/A3w7XRAKSpXvhEDGmWSW0HBXmwozrPl1YReJ7YR14LKhASl1NMmKj9zI8RLeviIsirNs+Xk1LJiZyWFXi0pr2n5Zfq0dGtWU0lPl17J1v8nGCadhVv6L7kCd2PF5U7sLnISY01T9vPFe50b2YVoc9EURR8fTuSjhc1o4xis1r2taUQgj1phdxU9QLdK79muv7xFlep0jTqC7w4yVTtWtYfTmuRNzhrHM4otKjoWOQe3uwLGbU1jX72nZWVhbe35Qgfb29vioqKKC+v/yLmzTffxM3NzfzTuXPnetdrTVzsbRBuXVir9iFNeKOiafFJMAE2H05ikCYGgOPCEzu/7s2+2kh9BgV5sLvzneQL092Jq7Tb2Lx2BcUVeiv37OJpsmunX5numLecC4dATydz4AvArjCpRU8fOJtKg5GvNycxfcEunl8Wza97jl/URWp8Tgm98//kOd33DNLEoMXIxGY2DetUPq72pNgEmtsRSkqLvEN7OKOIrwyT+cxwJb8ahxHYuWXkNwRTgLlmxBeAPxmk5Lfc0Qqn2xyXR/fUb/FSTNN2Nhm7MS/wI5a9PIPolycyc0QQocpxRmkOADBEG8P1sf/h4QUbKKuyzHPz8do4ehoO1raN1zBjREjTPZkLEOHrykFNhLndU0nkcEbLuQg8nF5bNQsg3yWsRV1cBHhYJrgXeQlW7E3LkpAQz3TtX/RS4rHBQN8WkFg9oIM7/9Mt5hbdOiZpdrbYPF+qKrDNPmBuH1ID6d5CRnwBdUYXxbbA84lTpRaUkVdSBUAltiQL32abuuJMJkR685B2KbvsZzHb5is6ndzVovO5xqSfMM+kSVK9CfRrWTOc2oJmedv56aefprCw0PyTltY27oaFejtbtFviRd6phBBUHPkHW8U0JXC1sS9jIlruh8ADk/ryvuEGc/sR4zd8tbFlnrAWlunxLa/NY3NY+LesEV+eTiSecuHQWWS0yNFA57LhWC43vv8nH/+5g39jc/h+ewr//fkAQ2ev5fvtKRd0Z2zV4Sxu1K5nhm4lP9q+Ri/nk/Tq5N5ofb9UiqKgduhubkdqWmaC+5iMIlap/XnLcDP/1c+iWwt6n7k52FDgUDvqLliTSUJuy7xoO50Qgq9WbuVe7QrAVAb+I/v7+OC2wTja6nC20/H05RHMuP5KbjU8zwlh+n7uq4nj3pTHueOTVRzOMAXMdicXsHB7Cp8ar2Fy5Rv8YBiNodtNdGumF4VajUK5Z20p+e6aRKLTC63YowsTnVFI5CmjKG07tozE9jVMN25qv7+cy1JbfOqEpmAwqjhlbuV5m4Uss3uB+7W/07dL87/Q7+rjxrHqfJUBSjbJmTlW7tHFScwrJVStPec9KFpa4Mvy5m5LD3ztTrYc/ejpbEuXFpKnt0aUnyu5jrU3iCZodrPiYKYVe3RpjmQWMVP/KG/pp7LQOL5FXVe1FY0e+PLx8SE723J6TXZ2Nq6urjg41J8Q0c7ODldXV4uftiD0tLsRLX3EV3J+GWGltWXd16q9GRPewYo9ujS9u7QjL3QqsdW5UXppEinaNK9FliI/nFlIlFI7HPeYEkTX0wKvzVk7J1vybGtHggYqWSS2sjwpKw5msuTbj/i29H6e1i22eKzSoLJk+e88+eNOyqvO74Jp26Gj9FXiAIhTOxLZrU+zz+nW0c+XdGGajhmhpHIss+VcnAMUV+jrJK5uaSdCOq9g8/+DlMxWMQUfTNN+J+TMx1ExjZ5cZBzLdeNH1pmaeH3fTjx4+03cqT5PQXXwq7cmng8LH+Z/H39H5At/c/3n29Abq/NNiQBeEjN5dGJU0z6hC+TVJYxCYbpI6qFJMgfxWoLo4yexwzTaOkn1JrhT8x25Wp8AT0eShC/Zwp0dajhFwonk/NbxvmpMRzKL6aHWFn7aI7q2iBEuXb1dOFp93qhRBPrMI1bu0cU5lH6S7krtFOMcpwg6uNpbsUcXJszHhe5KIk/rFvGtzWw883e36IDznpQCoPbmZ1//di0mv1cNRVFw6zaRUmGaCTRJu5O/9l3YTd3mQlUFhzNL2aj25DPjVXxtvLxFzaRpKxo98DV48GD+/fdfi2WrV69m8ODBZ9ii7QrzdqGTksO1mk08qfuR8hb65VhjV3IBfTSmC22D0JDs2L3Ffwg8NjGSlwzTzO3/an5gzq//trgP6ZiMIr4wTuZjwzX8ZhyKp09HbLTNcgDoGQmP1nlBDpBXUsk3v/3FB7pPcVdKuUm3np5KbWLxzko2i2xf57Yj9/HIt+vPWQgj/WQ5vtnrzdXm1qh9mBjV/C8Ww3xczXm+8oUrmZkZVu7RhTmSaXnzQqdRCPVpOQFmgE4dPM3BxyAlg4RWUkhi2fYYpmg3AlAkHFjmdhs39O1U77pjwr158Z6bmKl5iTxh+g7rpOSx1PZFlvMYgYrlHerbB/vTuZnfee/WyZ15hit4TX8rD1U9RPTxlhH4MqqCmKxiJlW9RbeKr5ihf7zZjqw7E0dbHfHO/RlYOZebql7gb3UAybKy4zntSMpniMZUMc0oFE6264FHC0idEertQqzoYm47Fx5tkbkSD6adoFt1JfAM0R6/Tv7n2KJ5CfNxIVQ5zkzdCkZqD9KdeOJzWu4N07zEA2y3e5BPbOYwWrOvRQSB6zO5bxCr1P4AuCulhBRuYX/aSet26iKknSijuNIyBUJLyj3ZVlzwlW5JSQn79+9n//79ACQlJbF///7/s3feYZJUVR9+b3WanHPsyWFnZnMmswhIRhAQSQIqBhDUT1AERQSziIogiBjABIgomdUlLpvT5Jxzzj3dXfX90bPd07NhYk+Hqfd5eJ45TVfXne2pqnvPPef3o7HR1tN6zz33cP3119vf//nPf57a2lr+7//+j/Lych577DH+/ve/c+eddy7Ob+BDZMcG8zFpHz/X/4YvaF8mYegII9MuIm+itLaRbNFs+1lJpTAt3ut2I6aTExdMzsbzec5yFmATQt5Z08MbXuZEUtI6yP/k1fzU8knuNH+RFfHetXAAiIhOYlCxVY2miTafsoR/8N9H+Lb11/Y24det6xk2xLEmJQyAH+t+S4gYY6VUy01N3+Krz+4+qcbZq4fb2Cbtt8cfajeyMd3zRVBz44K5z3wTBeNPccbEz9nfo2HC4j0LhpLWAdaISlJFOwKZzJggjxZiPh4Z0YGUyEZK5VTek4to7PJuu3GAvpEJQutfwyBsz9fnradz3Vlr0Z4k+b8mJZyHb7uGr4Q+wn7Z1pqhE1aypBa+pf0zAtvf5eb0SL72sRzX/xILpCAhlMesl/KU9QJ2KXk09o0xMOr5mpW1XcOMm23/1sMEUKMkeuWGWlpUoFNc60PPr+k09ozy70OtVC8waX7kyAEyJFuSeZ+STWH68RPVnkZ2bBBlUxJfWTTS4IUVft0NZQQLm6REsZxGkZcI2x8lyKBlIMTRVpcrNXltu+PAmJmovgPEiT4u1OwiU7SwNtXz53THozAxlJ2BDhO8yzXv86+D3rXJCRyjkxkRqCfOiyoilwtzTnzt3buX1atXs3r1agDuuusuVq9ezX333QdAW1ubPQkGkJaWxiuvvMJbb73FypUr+elPf8pTTz3Fueeeu0i/gu+QGRNEteIQPs4ULVR58W6EqX6XvcJkn5zNGi/QYpgNXz03h9/63chdE5/n0+Zv0kI033m5lGEvSlJOb2tZ4cF24CciPcbh7Jgkumns9P4FOcCOik6iip9mlWTT0qiWE3gl63u8dd8nefELW3n802v4kfiM3Whhk1TGBdXf5u7nDyLLx1Yejk1Y+de7uzhTOgBAlxJCbN5Wr6jwy44Npo1IhrFVz1hkxasSnCWtg/xS/0veMdzFh4bbKfDCBXpGTBCfNX+Vj088zJfMt1PRbfa6CtfpvF7Szl5rFo9bLqJZieJ1sZXzZmH0kBkTxNO3X8aOzX/gl9bLqZXjkBXBNs0BztPs5c5t2fz5lo346z0/uZkVG4R+2j3AG9odi6eNMT7UzysNc4zTEl++WPH1ZnEb33rkCd7/+afIfOFjlP/yCn706CPsKJ37onZg1ExE6zv2eId1lddIZ4QF6OkOcFSo54pGKtq9a25vlRUMXQ7zjsNyutc4Ok5FH5ePVbFtwGeLJiq81NnxYFM/a6UKe3xI5FLghfN4sLU7Jq09l04lDIAzpQO8d6jS6wyrSlsGuELzDoWiFgMTrEgI8fpiD19EO9cDzjjjjJNOep955pnjHnPgwIG5nmrZ4afTMB6WBZOSUVmihcr2IVYlh7l1XPNhYNTM272xWDSfZY2oYoe8iq94aRnudEL8dNx10Xpu/4vj8mkfHOeRtyq598J8N45sdoxNWI8p7/Y23SGwCdzXKXGspNamm9FdC5zm7mEtmKfe3M+T2n8AICuC70q38dPLVtv1uM4riCc+9JN88ckJfscDBAoT52v20HvkQR7we4D7L17h9LB95sN6rh7/B3qtrXrsr9azuHK9d7QohPrriA/1o21g3P5aefsgOdP0ED2VhuYWEkUPAI1KDCu8rCULICPKuTVzYMxMz8iEVyYbjvLK4TZqlER+YLmGH1qu4vyCeAINs5sO6bUSd51fQNcpj7OvoZcdXb1YRnr54uoir2q502kkcuODOTylxbG4dYAtmVFuHNXMTG8f9sZqL7A9v6biTQn92fCHD2qJfP02vq/5yL7SyKOJC3s/ovSvT/Po6kf58qWnz3phuKOykzOEYx3xvljDl7I8+291KnHxSXQ2hhEj+smVGvl92wAXFMXPfKCHUNc9TKZcby+XKFaM3OhF97ujZCZEUV8bR4ZoI0u0UNHW7+4hzYt9DX1cPqnZalJ0SAkrva6afCoXrUrhX+9s4Vbtq+iFlc3j7/BhzSmclh3t7qHNmpamWn6uewKAd6xFfBj/WzePSOV4eP6W/zIjIs7I0GT7VpZo8UoXM4D9TX10EcY/rGdwj+VWdkqrvTK5ciIuKorn1GmTrmc/rPSKHfPy9kHWU0aGaEFCRgjIi/eORMJU0qIDqZPjGVT8OSSnMzI85NWtwQDVnUOkt7+Kv7BZVP/FehYXfPxSYoKdy6VXJodxxw3XcLt8F2bFNtm5Vrud0N0/48FXyuw7ZQNjZv65Yxef1OwAYFjxoyz1OjamRy7Z77RQpie5vMX0w2SxYuguscdlcopX3gMTw/3Ra52nCjVeXIncM2ziw5pue6wgcUFR4kmOOD7RwQbOK4jnM2eu4LMXnupVSa+jrEgIxcAEq0UVn9Js9wqdr+rOYf6oe5gfax/nGs12r0mCT8cYFciF0k7+rv8uewy3EdG5y91DWjQONvUz8PqDXKj56Lj/P19q4IqDN/HoX18+bpXy8XinuJ5Nkk33tlWJICpjDQH6Oe/du428+BC7MVKEGKa1ud69A5ojZW1DBDJmn2/0BGZ65eZHTlwIFYrte/ATZkbbq9w8ovlR09SCUbIZx5UoqRSmekf144lIjw6iOOo8e3yF5l3+vrfJjSOaO6LdURFZqqSq+l4eipr48jCy40Ps7Y7JUhcNXmp7vL/Bue1sZVLoMYsnb0YIwQOXFNh/p1OkI7yp/Rov/u33Ht8GVNI6yC/0v2K74eu8b7id9MgAr5pAHsUYGchv5EsoMj3FJRMPckRJ9/pd83/sa+ZKjaOd42XDhVxxAsHtzRmRXHvtTdxt/Zz9tTt1LxD20Q+5/ne7+PNHDVz66w+40fJ3u1bYH6wf47bz17v2l1hkcuKCOV/axY+1j/OK/h6aWrxD+6GyfZgc6u1xqZLqlQlmjSScqlMEslfrEb1W3M7UtXaAXuM1LVOLTUFiCE/ofs4/DffzkO53dLTUuHtIM9LV0cxpmiNcqX2XC6WPyIrxvmsKbBpfYWKYDVIF0WKACFMTg+Oer7E2EwOjZr795+3cIv0HsInQ32O+mSLTk9w88VXq5VgAEkQvG8se5jsvF884ZzJbZSaqd2AQtn+fHdZVbMv3fHOWqeTGOQvcy+2lbhzN3ClvH+Tbls+Qb/o955p+QERcmruHNC9y44OpVBxzqujRGrqHTW4c0fywtBbbfy6RjV658TKdVetOtZsZrZJqaC39wGu+m64hEwnjDgOqUjnVKzc6lwO+k4nwEXJig6mSHbvP5o6Kk7zbc9k3LfG1xkfaHKeSFhXIF87IYI2o5M/6h0mWurik7xne9HCh+/rGBuKE7fupl+NYkRjm3gHNEz+dhujQYMDRKuHNC3KLVebIvg8olOoBOCins3Lt5pMKbp+VG8tpV3yJBy3X2l/7svYlPtH0fe596Qh13SN8JNvab4cVP+qzb/I6XY6c2GC2SCVcqX2XFVIDcnvxzAd5AKVtA+RJDr3LgZAcgv10bhzR/EmPDuRXukfZrv8qr+nv8eqKrw8OV3KlZgfJogNQODsv1is0uVxBQUIoRxTHAjasv8SjtSrHzVYCBxzJuUolicwY73JJPUpKRAANiiN5YxTtPqHz9ZM3Kzgy4MeVE/fTJEfzY8tVBGy+hZ3fuZzTLryeT1q+w2E5jbesa7l54mv88aNGnvmw/qSfuaeul82Wffb4v/Jqzs7zrmR1XnwIu+Rc/mPdxE/MV3JgOMSrEp3lky3GZrRUKCnkemk1izEykBrhkHrIkZqo8DKB+55hE3Fjjkq1MiXVa1u+p3L5mmSeVc7liGzka+bPUWJJ4vl9ze4e1qwobRskX2qwxzWa9GMMTFQ8AzXx5WHkxAVRNUXgPnK0lv7RCTeOaO5YrDJK027OlA4Qim2BtNZHhO2n8/nTM+gNX0nJ5C5FkVTHB68+i3WW5fvuwNLs0MkoUYxe/cBMj57mjNXlvQvy96q6OW38f/b4eevpJ6z2msolqxLJufQeHrRejzwp2npYTudoQvBleSt/sJzD4+IKvvjxjS4ZuyvJiQumVHFMVKNGqjx6cX6UivZhcoQt8WVVBH4JK9w8ovmTER1EhmglQ2ojQ7RS1+n5LXHHw2yV0Td9wI91v+U9w53crvkn589C1N5XsV1b6fa4QNRR3ua5Ys81XcNkCsdCqFpJPOYZ4C3otRLjIY6kY5po9/qK5YExs32hWqIY+fjEw+xPuoF7zs8l0KDlhi1GvnvNmVxrvZ/Pmu9kBJusx/f+U8r2so4Tfu5f9jTxlryWF6yn0qJEMhC/hVgvc0vLiA7iHdbxJfPt/Mp6GfVKvD2Z5A1Mdz/Mi/POeaNGEkxE5tnjHOF9zo6lbYPkC0eSpVoykhblnRsAUwkN0DFecA0XTXyf562nY0LPX3Y3zrod2p2UtA6wQtQDMKoY8I/LQiOpwvaeiJr48jBSIwOpFcn2OFtqprLDuxbzFR1DXKm8we/1P+aQ32fJFY0+WfEFtqqju87N5RHLJ+yvXTH8Z/5zqMWNozoxFqtMcJ+jxL5ENnp1OW5GtPPDfrpovzfx/L5mfma5ki9M3M7b1tXUxp5Lduzs2niuXJfM+bc8wDd0X+fXlov5g9XZNfePobdx/mcfOsZJzBvIiA6iAqM9zhcNXqHzVdU+QKawtWU2KLGkxXuPEPN0MqKDqJ2sTtEJK2OdtW4e0fw43DzAasWhu3ZESWOTF+ndLTZ+Og0jEQ5DlnzRQJkHJ76qO4fJmpL46gvM8Mo2/aMERqdiUmxVoEYfSHw9v6+ZMbPVHo9Jgfzs6lVOVcvnF8bz/U9uRJmy/JAVuPMveyhtPfZvr7pziP8cbmWHvIqvmm9jq+lRzigwuvT3cAV6rXRMdWK5lzgKDoyZaekfc3ot1wvb9o8SmpDF+OR1lyOaPDrZfzxKWwfJn+wMsCoCYlf4TJLlU5uMTO3iaOgZ5cOaHreNZ7bUNrWSKtmkicqVZPISfXPN6wuoiS8PQ6eRMEXk2uNc0eR1AveHmwfsuxFmRYM5PMMrRTBny4WF8TRFn+FU9fXR6895pBVvTdcIOdTZY2+v+MqMCeJazds8o/sh7+nvoLPdMxOOMzFhkflveScT6HhV3sQt5q9z/oa5OYSuTQ3nG1/5GsOnfItVyWH46zRoJMHV65P51+2ne22C00+nYTw8x25Bnic1eEVrwlBHjd2koFpJJGeWSUxPxJb4SrDHAUO1jE9Z4HoLH9X2sFEqB2wLhoHotUQE6t08KvcSkZDBgBIAwAqpnlIPrkKp7hwmWzju8SIm9yTv9nyM0cE0KLaWvVTRSUOX5/7bz4QsK/xjZ6XTa+euiCMpPOCY9168MoG7zsm2x/H08Bzf4oWnf0jH4LjTex/dXs1UCbBgg45rN6bgjeTFO8+1PDnJPJXKjiG+qHmJX+se4XbNi0RpRkj34gqj7Pgw/mo9kycsF/BLy2VeV/FV3tprvw/WKfFkJnpX2+/JWJMSfsxc6Q87690zmDlgbj1i/7lENpIf753z7eWA926V+TARcUaq+hNpUyLYLecw5GU35cqWbq6YrHSoVhLITfLeSofZIEmCuz6WwyPPfoIn9T8D4OzRV9lRcQPb8mPdPDpnilsGWDNZjjuu6DCFpBPuxQu/zJggZNHEGZpDAGh6q7HKitftfh1s6nfaKQf4+DxasKKCDHzjPNtiUJYVFPC6f4vjkRYfTf2gzYI8WzTzz7Y+wHMXP30jE0SM1sHkpVWpJHG+l7rPgc1B9Wk53h4baaOhZ9TrHPWKq+u5TdicokqVVArTk2c4wvfJSwiltNTIZk0pcaKPlpZGoNDdwzou1Z3D3CDZKr66lFDi4xJmOMKzSYsKpF6JI5sWDMLMUGcDsNbdw5oX71d385XBHxOn7+EPlnP5t7yZ6zannvD9Xz4rk7ruEd49UMrLhnuJFgNkmR/n/t9E8NnPfM7m8tYywL8PO5uZ3LTVSFiAd85Zcifvl3rMZIhWGls0QJF7BzULytsGOU1zmI1SORdodvNhyCe82qwqLz6Eay032mN9xxBmq4zuJHqqnkRJ6xBXT9xLvtSABQ2F8d67eT0dIQTXbkrhvn+VsFJUc6v2Fd6qWEd9d57HdiyMmCxEDJXbMyqlSipXe3FBga/jHVf5MiMnPoRzJn7M9eZ7eMx6qddVfA01laCbdJErU1LJ96Gb8ok4Jz+W9rgzaFUiADhdOsyru47McNTSU9XURtqkBXK5kkKOl5fjZsYEUT2lEiVVaaa5b9SNI5ofH1R3O8V58SFELrBKUpKETyS9wFnnyyAsDDWXuXlEJ6eyY4hwhhlWbDo0tSSTGnFs5YO3EGTQMhBgtMfpopUaL9PTM1tlNE07kYStfGSXnLes2xyPkhcfQskUDT1d5xGP1ajsam8hStiqZCrlJLJivbfqBMAYFUjdFIF70Vfj8a7QJ+LfH+znHGkvq6Ra7tb9hayYIDamRZzw/UIIfvCJQtKNRl61bgBs9/bvjX6fXz76Q876yQ6+8as/8U/dvXxa8xYGJgg2aPnMKd7pJgiTCRfN25QYPsNrhnuI7frQY6+1qZS1DZIzuWHQpkSQnOjdCefpXQ4TFtlrnmdjE1aqu8c4oGTxrHUbf7OeSb6PJVkuX5PEekMT/zLcx4WaXXxO8x+e+aBu5gPdRFnbIHk4NNfKMXrdpuByQk18eSDTdX0qO4a8ZjIkywr6HoeGVJmcsiwSX0IIrtmYxr+sWwGbDk5ozcseZ8U71nTQ/rNN38u7v5vIQD3teseiLUO0eqXO14HKeh7U/o6PSx8RziCnZKoL8qlkxwZTJju+Z313iUffEys7hnhBPo1C01NsHf8FDVGnntSd0xvQxGTaf06X2r3OSKK4ZYBVskPfa5ecx4aTLMyXC3nxIXYLeYAsuY76Hs/TmjJbZfR9jla6KiXRax0dj5IeFejk7BhrbqF3xLvMjMDmtqmr3Y5mMqn8D+vpfGpLJkKcfOPFoNXwxHXr+EPI53hlMvmlE1Z+rnmUJwc/zwv677BKquVB3e/5qe433OjF1V5g08XqUMLtG8Ppcj2NvZ6/UdfZUkeYsN0TKuRke+WatxIWoCcxzN/ptZIW72g7regYYmquVAi8/vuYTpBBy6r1p3JQzgAgX2qgad+rDIx5pgtqSesggwTQokRiUSQskXn46ZanU7Q34N0zcR9len9z/6iZriHPSqCciOa+MdKtjsx8mZJ6jK6Br3LhynheEafZ40uk93npgOdoTimKgl9PsT226Xt5dx+6EAIis+xxpmjxusTXsMmCf+tHfFq7ncf0j/Jl7UtsyfTt9uC5kjvN2THFXEP3sOcuEI9W6SpItBBNcpxntTzPh7iYOLoU2708XbRR0+V5yZGT8VFtLxslW6WgrAh6ItcuuKrSF4gONtDi79Bbypc8U+C+oWeUdBzC9lVKEpnR3r3gSwjzp1lMaSH2UoH7nbU9bOGgPd4hr+aiovgTHzCFiEA9f/rsKTwW+S3+YjnT/nqG1IafsC10D8iZPB/9ZW47I2NRx73UxAT70eHv+B3yRKNHXmtTkWUFTZejwrpcSSbXB+b0tk1fhSTRxSaplJLjGCt4ItMNINKjAr3a4ONE3LA1jSetF9jj65V/87c9jW4c0YkpaR3gQct1bDX9kjWmJ8hKjHb3kFROgpr48kCSwv3xt2eLFYIZ9Rpnx9K2AfKE4+bU7pdBbMjyWFyE+OnIKthAsWxEVgSjioF/7an2mMqUpt4xMJvoV2x98iVyqtdXfAFExKUypNh277yx4mt3XQ+bhCMhuYsVbDCqlShTSYkIoFZjtMeevmCobHf+G8zyYmH7o2REB9oF7mNEP60dnW4e0dw4XNNoN12pUJJZkWF074A8iICEPMYVHfVyLJ1KmEdeW9Wdw+yVc/ih+WpetJ5CvV8eoQE6dw9rQWgkwUhYDj8xX8mXJr7Mn6zneGXi673yNk6RbM+wASUAKWndnCqzEsP8+ccXTuH93G9zr/km9slZmBXbHPg5y1n8Jf9xHr/t4z6xwA+Ny2BwiplESeuAm0d0cpr7xkixOtq4KuRk8nygwmhFQij/1n+L9w138LTux5S09Lp7SLOipKWfGzRvsFkqIYwh8r188/pEJIUHIOVdTKNsSyKdrjnM+++/45GmYVOTpoME+lzrqa/h/U8RH0SSBHkxftzd9X/kiiYqlSQOdazjlCzPrwIpbR3kRsn2kOxSQolNSJ6x3N2XuHJdEt88eDNdShhtREKnmSMtAxQlhbl7aJS0DvCE9SKesF5IIt2YA2KID/Vz97AWTGZsMDWH41klakkS3TR2er718VQ+qO7hSsnWHmxVBKaEzQQa1FvzVCRJEBGbyl/az6ReieOgnMkZrYOclu15O2uKolDZ6azL6M2OjkfJiAmiVo63uyKKnioU5RyvuL8rioKlaZ+9FWu3nMPGdDW5fJTshHBWVz3BGLbnwVke6OxY3TlEuZJCuTUFrLA52TfawSNiEvhV92X22BsTX+1lH9pb4d6TCzktd+7GLAF6Lb+6dg276ozsqO7m960dSOODnLVxNT9cleAV95nZUJAURnGjkS2TZhINDXWA57qTVnQMkS0clZbtBiPRwd6/mb0iIYQmJYZC6gkQJsbaKpHlrUgerova0drIU7o/APCutZDi+GfcOyAXcuOpmfyu7ON8V7L9vheP/ZPXS87jwiLP0ZibsMhUTtPh9vZOGl9HrfjyUDLiwkkQPYSIUbJFE5UeuAN7PFqa6ogQtmqHMjmFvLjllfnelBZJX3iBLek1yfYyz6iMcOxKCFqIJicx0icmkxkxQdQoiQBIQsHSVeUxVXazoaSyilzJJhx7REljVfaJnbCWMwVJodxjuZUnrBexS8mj2EN3yruGTOSNH+Rp3Y+4R/ssBaLWJ4RO06OD+Je8lXvMN3OV6dscMsXR6UUt+IMmeN+6gj4liGIljdUp3m3ssZjkx4fYk16Ax1Z8TcXb9b2OkjbNqcwT9dVORl33CDnDu+3xO/JKzsiJmddnCSHYlB7JVz+Ww69uPI1HP38hl65O9Il5ylGKkkI5ojgE+kXbQY+er1R3DpMhOZw1tdE5PvF9rEgMoUQ22mOjuYYmDzdGUhQFuh06h9VKok9sqp2ItanhVMRfbO9SuVj6gH++s9fNo3KmqnMIs9X5+lUrvjwbNfHloeTEBVMh26zWQ8QYvW01bh7R7OjqaKVETsWkaClTUpbdDUCSBOetcN7tfKeyy02jceZwi3OiwFe+m8zoIGpkxw5QwkSj12jiDY6bCe/eZ493yis4RdX3Oi4F03bRSlo8M/FV0TFEkajlLM1BPqd9hRW69mOEdL2R+BA/DmkK+Yv1bHYpeYzhR42XtBUXtwywS8nj0+Zvsdr0BP/Tn0WCD1S7LhbTdTjbBsbp8zCR9equ5ZH4qvUy7bz/lXdyunTIHpf6r/MJCQVXUZQUSonsSHwZJ6pp7htz44hOTnXHEBnClvhqVqJIivON+UlciB9NBofeWr5U7/E6X93DE8SZHVIy1UoiWTG+m/gCuPbUfJ61ng2AXlhZ2/EPDjT2uXlUDkpaBnlG90Ne0n+b72t/hzFcT6i/d7fg+zpq4stDyYoNpkJJtse67jJkD7c9Hhgz8+5gLBdMPMwK09P80nLZshG2n4pz+5VCRXMn/aPuXUQoisKhpn6n14oSw9wylsUmMcyfRslxrWRI3qPzVdwyQIHkMIM4RDaFSWqZ9PEoSHT+d6nvGWVw3PNcfio7hsmWHK0hpohsj2+fmA2SJEiPdl6k13hJW5ZzdaAgLynCJ6oWFov0qED02qnTQcWjqr5kWWGgs4UVog4/bJsaWT6S+DJGBmJgghzRyLnSbqw9dR4/15vK3rIaikQtAGVyMvk5ueq1dRISw/xp9HOYSRRKdRxu9sxNHICuzmZCha0SqlaO95mEsxACJa7IHq8Qnq+3VtXpSEICNIpEEsO9f1PtZJxfEMfrARczMan592nN2/z5vVI3j8pBSUs/a6RKVkk1nKk5QG6CKqHg6aiJLw8lJzaYctmxmDda62np99xdIXBuj7CgZUITREa0bzwk58J6YwRxumG+r/0d7+q/wve0T/N+dbdbx1TXPcKd5id5Tvcgd2v/QggjrEoJc+uYFgtJEgxFrOBxy0V8zfw5XrZuOaY6wFMpbhmgQNTbY1NUIQataoN8PLJig9BpBAYmKBI1bJZKjnE48gSqO4fIFDY3V1kR+Md7rn7LXEmfdj/3noov578TVYPDGa1GIicmgB9of8sr+nv4h/67lHpQ4qulf4zT5Y94xfAtSg2f4TLpPZ9ZgKdHB3KJ5gPeMNzNE/pH2Czvo2No3N3DmhVmqwyNO5EmtfPelYs4M3d+bY7LBSEEYYk5dkOeAqmOwy397h3UCVAUhepuE98xX8+fLNt4S17rM9cdQEKS0e5UvEKq99gq8qPUdA7b5xYA1shsND6wqXYytBqJC7eu4V/WrYBNO7q8tMRjKpK7mqsIEba1eamPGIb5OqqCsocSG2KgWe8oh86TGilvHyI5IsCNozo55dMmypkxQdN2kZcHfjoNBWmJXN7wHv5iAoNi5iflnW4VZDzY1M9WqYQsqYV1SgV/9LvWp1p9wuLT+EHHNfbYWyq+Djf1c7lUD0CvEkRcsnfbtbsSg1ZDbkwAf+u9kQBholpOYEfLFWxK9yyR65rOYafWkJRY32gNAZuzYzR9ZEktpIs2ajuvcveQZkRRFMqaewEFsC0SChLVyel0cuPD2NBdTrrUjknR8fdWz2knqe4aJmtSYFsSCn36WJ8Q2AaICTbQpnHMDdJEO3VdI8SHen4lR3nbEK+aV7PV/AsKpTpqlXj+nuFZ92NPpDA5nJIGI5tEGQBVjW1AnnsHdRw6Bk20mvx4hvPsr33ehxJfBYlhlMpGTtccJkIM09VSB2x097BOSFXnMNsm9db6lCCiYxPdPKKl4er1KVz51qU8a9rGQSUDEPzrYAs3bk2b8VhXIssKus4j9hKiEsVIoTq38HiWX1bCSxBC4Befh0mx9QrniwaPrG6YyvQqm1wfEHSeL1uyE/lItk1kYkU/TZX73SpgWlrfYl+MlysprEiJ9ql2hMxplSjekvhqb64jStiu62I5jUIPcP/0ZPITI6hV4gFIE21UNnuGccRUBruaCRK2io1aJeGY9kBvJismmO/rnuY5/UM8qPs9gx11Mx/kZjoGTZxleouDhs/ynO5BNoiyY/TiVGyaj6WKEQCDMDPc4jntJDWdw2RPqXSQo3ynnU4IgRzu2PAwinbqvETg/kBTH0fNcl6XN2CJzCUsQO/uYXk8hYmhfNN8M2vHf8MW06/Y02b2yPbW6fOoAL3GpzZMVySEUDJ5zwNIGKugfcBzqy2b2zuJF70A1CgJZPmwsP1UQgN05KxYw0Elk6ObV3/f23zyg5aA+p4R0mXHHKhUTlXnFl6AmvjyYHITIiif1PlKE+3UtLS7eUQnZ6C1lrf0X+cJ3c+4VHqfDB/aGZorp+dE8548RT9gbB8VHe6ziB+t32dvRzgsp7MqOcxtY3EF08vvvSHxNThuprFvnMctF/K+dQUfyXkUJqoPzZNRkBhCqWxzvdQIhdHmI24ekTOD42bCxhrsca0ST4YPJb6yY4OoVhy7zGEjtQyMeZ7O2lSKWwbIFw2EiRG2aEoJ1GtI8eDKaXeRF++4tgACe8tsrWweQFXHMFmTunldSihxcZ5jZ78YhMUkMazYEgrGyYovb+BgY79T7GvzCldRlBRGrZJAD7bn/dC4hYZez3MUrO50nrNmRAf5TMIZbPp6VZpMe1wk1XK4ud99A5oBa+cUR0c5wafaTmfik+uSnOLStkGK3dyaWtI6SL5wzPfa/LOJCfGdxLCvoia+PJj8BMdEVBIKE62etcibjuipJEtq4VzNXnKkpmWp73WU9KhAKgPX2eNTpCO8X+Uena9xs5WQvmJ7fEjJYLWPTVAzY4IQyCSJTs6QDmIYbvRI4fOpFLcM0Ek4P7B8ik+bv8WTXEZ23PK9ZmbDisRQypQUexzSX8bohMWNI3KmtmuEdNFmj+uJJyXCdxJfqZGB1OKYgGaJFqrcmNCfDcWtA+RLjskpcQU+YTaw2OTFOVc/5FBHjYdoJXZ2NNsrYyvlJJ9b8KVFBdGgxAKQLLpo6vZsraGjHJxmmOMruqGuJjbEcEyrricmXKq7hikSNYRiuw/42nUnSQJL3GoARhQDesweazQwMGomYqzeHlcriWTF+tb3cTK2ZEQ5VRumi1b+safxJEe4npLWQVZMSpUMKgGEJ2Se/AAVj0BNfHkw+fHOE9HI4SqP3V0fGDMTOe5c6ZAZ4zsLvrkihCApezVdim1Hb61Uxf76HreMpaR1kAJq7HGxku5zzoGpkYFcrv2Q9w1f4Rn9jzhP2uPxVV/Td6ty4oJVYfsZyIsLoWzKPTFPNFDW5jmJl9quYdKnuC4NBxl9SudQr5UYDXVM7rJEC5Udnn2dlTT3kze5K9skR5OevDx0UeZKaICO3uAce5wvGjzC2VFRFERXhT2uUhJ9bgGeFhVI/WTiSytkRrs8v4V4YNRMbO9uvqX9MxdJHxLBoFrxNUuEEBRNq+6enkT0BBo6enhJfx+H/D7LH3UP+9x1B5CQmsk2048oNP2Ohy3XcthDBe6ru4aQEVTKiUwoGupIJDVy+ayxNJLgirVJbJP28S/9vfzX8DVqD72LxY1VyQ1NjSRMtp6WKqmsUDs2vALfmZH7IJkxQbzPam6buIPTTT/jOetZxwjIewq1XcNONrv1y+ymfDzWGCPYJ9tsq0PEKH0NxTMc4RoONvVTJGyJrzFFjxKVQ7Cfzi1jcRV6rcRoSLo9zhCtHp/4mr6zqLY5zoy/XoMpyiECXCjVcciDFgy1XSOkCUdLuojKPsm7vRNDnMOlMktqodLDK776WyoIFCbAJj6rCtufmNiEFDqVMMDmclbmAbqiXcMmEsyOTbUqJYmsGN/StjFGBVKvxNljw0CdWxd0s+Fgcz9nSge5Vfsqv9T/inW6WnLj1GtrtqxMDmOrdIQHtL/nP/pvUl9X7e4hHYO5s9oukdFFqE92cRQlhVOtJCFPLoePNPe7VY/3RFR3DvMv+RQ+NvFj8kzP0ByxCZ1meS3hr1ibTIQYZKVUC8AG8272NbjHhEVRFJR2RxeWzdFRncN7A8vrqvEy9FqJgJh0XpM30qDEoSB5lMX4VKo7h51afMzh6cvupjydNSnh7JOz7HHqWDGt/WNLPo6qunpSpC4AihUjRSm+6bqkjXFUK2RKrdR4eOKrsrmTJNGJzW0OCtTE16zITE6iRrYJ3OeLeg7Xd7h5RA5qu4d53noaT1gu4DXresJjU2Y+yMtIjY+mSY4GIFO0UNXhmc8ksFWlRI44FpRlcoo6OT0JU3W+wsQIHU01Mxzheqo7HY6OAPVSMolhnu94OBfSpyW+kpU2WtwwV5gLBxv7KZpcgAKYY1f6VHWrq1mXGs4WqYTrtW9RINUT0LGfcbPV3cOyMzBqJnKKXmWNj2pKFU3rfugbNdPc53nXXtWUymorGtJiwtw3GDeREhlAS9Rp9vhs6QBvl7ln/tcxaCLZ5JhblCqprEhQE//egPqU8nDyp11InursWNM1QsakzW6PEkx0jG+Jz86H9KhAKnWO6pQ1oor9jUu/O6E07rL/fFDOZFVy+JKPYSlIjouhTYkAbAvyag+uRBkcNxPdf5D3DV/hkOFWbtS8TlFimLuH5RWsTQ3ngGJLKOuFldHG/W4ekYParhFekzfysOVabjPfSXqM702EsmODqZoUuA8WY/R1uFdn42RUT6tEriWJtKjlXYl8MvLiQyhRHAL3ms7Dbq9+mO7oaInI8TmNtvBAPV06h3aeUbRT1+3ZAveHGrspELaWzBYlkrTU9BmOUJnKyuQw+3MMYKWo8qjq5equIae2fVsXh++ZgiSF+xMe4NwB4Yk6X9XT9BaXk77XVNYW5HJQtt1r8qUGDhYXu+UZVdI6wIvWU/nMxNf4qfkKirUFqmmOl6Amvjyc/PhpiS8Prfhq6eggVvQDNptdX9wZmiuSJNCnrGFCsek2rZRq2N/Qv6RjaOkfwzjmaLHcK2ezzuibia/MmCCqZVvCNUyM0N3VMsMR7qOqY5g8YUsYhIpRxoS/Kmw/S9akhnNAduhMJY2U0jbg/h1aWVaOWaym+5Cj41GyY4PsiS+AiNE6+kcn3DiiE1PTNUy65Fi8jYWqlcgnIy8+hBLZaI+TTTV0DZncNyBsFV8hwnZddSmhxPqYo+NRlMgMAPqUIGQkj058KYpCf1MZQWIcmHSKVoXt50SgQctI9Bp7vEaqYp8bNkZPRE2nYzMbYDwswyfvnTa9tWDu1P6DZ3Q/5De6n3O4pd/dwzqG6UYjy3WNdU5eLNutjusme3CnW0xYSloH6SGU/8pr+KX1ckLis3xuQ8ZX0bp7AConJz8hhAgG2SKVkC81sLNzJROWrR5XUm7pcNjs1srxPqkFMB8KU2O5u/pWGpRYipU08pZ4YrOnrpenLedRLKexTqqgyrCCTB/9bjJjgtivJHAqtkSfX38N42YrfjrPE4yv6XSuRBkKyVKF7WdJZnQQFTqbzlSTHI2MYH9DPxcUubf9qaV/DJPFWZfHFxNfqZGB1Dk5OzZT1TnMemOEG0d1fGo6hzl/sgVfVgSGmKwZjljepEYEUKrN4wfmqylVUjksp7O6bdCtFu1VncNcMPEwIYwQK/q42EcXfJHRiaxs+S0D2H6/6z048dXSP0aqqRL0tviInM41qrD9nMlKM1K3L5Y0qYNCUceT9Z2AZzjD1feMcO6kXqWsCPxiMtw8ItdRmBTBJxrfI0l0M6IY+FNjr7uH5MSERSa9/yN+q3+OBiWOZ61nkxa11d3DcgsFiSH8yH8jWJ4H4CzpAG+VdpK5xLqPJa3OVYHTu7NUPBfPyp6oHENefAhFUg2/0v+SL2hf5hT2e4zF+FEmLDL+Qw6thxolgQwfXPDNhzUp4bwon8Y+JQcTekpaB5ZUx2F3fS9dhPOKvInvWm4g3Zjus7sSGdFBVE+pREkXrR67a17dNUy65NDE08b4ngi6q5AkQVByEevHH+PUiV/wjPU8twmcTqW2e4QEukmgG4FMsEFLdJBh5gO9DJ1GYjQ0iwlFQ4WchAm9xwrc13QO2bUnW4kkNc439Q0XC0kSRMSl8rj1Yt6VV9JP8DHus0vNUZOSQQKpUpJ8ttLBGB1kT3oBHvvsAlsyMktyVFTXa9NICvct3bWlYG1qOPsn2x0NwsxowwG3txYfpaHbYdTSokSRFO2bnQJg0/k6PNk+FyhMjLaWIcue8T0ANPaOkiFayZOaOE+zh2j6MS7Tln0hBCn5m2hXbH+PW6Vi3i1tmOGoxae4xbn7StX38h7UxJeHE+qvoy/E4aK1QtRT4mE6X429IxiZoqOixJPho5PTubIyORQxJc9ktirH7BS4kj11zjtX6320zRFsrQP9AUZ7nOnBzo5TK746lDCS4mLdPCLvYo0xii7C7LE7tPOmU9s1zJe1/+RDv9spNXyGM8K7EMI3k8xKwiryTb/n3Ikf8Zz1bCfhXU+iunOYT07cxxcmbufH5k+qlcizoCgpzCk+6EbdoYExM53TWi19NfE1XXvOoxNfHUNkTtFdk6OyffZe50rWpIRzYIoBUtZEGbUe8r33drcRIkYBqFdifVLf6yhFSWH2xBdAlqXCY74HgPruEVKnuEX3+SUR4mPO7HNh24o4/mtdDYCfMBPQ8gF9I0snt9A/OkHswCE+Ib1LrmhEi0U1zfEi1MSXFxCXaKRj0mK8SKqjuLnfreOZTnXnMK9aN3Gv+SZ+bzmXjoDsZX1Tnkqwn46cWOcS3KXS+eobmaBqWuJnfZrntSMtKtGOyqkMD058dXS2ESVsCexaH3VLciVrU50TuEtdSXk8artG7FV8/mKCwJg0t47HlWTFhWGZopTgiRVfJouVxr4xypUUXpU38S/5FPU6mwWrp2k1HWjsd1sVyvT7t1YSpEb6ZqXD9MSXrXXac1z+plLZ4di4GVd0hMf7bhucK0kK96fBP98er5GqPKJ6WVEUNH2OLo56JQ6jj153AHGhfjRO/R5EFQc8YDPtKPU9juo7ACKX9/W2OT2S94VD52uzKGF3/dK1p5a2DnKZ5n1+qn+c1w13s0Fbs2zNBrwRNfHlBRQmOspwQ8QoXY3lbh6RMzVdI5QrKfzZeg7ftdxAcIzR3UPyKFanhFEoarlZ8yo/1f2GQ009S3LePfW9XKnZwQXSR8TSi59OosDHdyWi41IYVAIYU/RYkI5xwvEExs1WDP019rhWUTXx5srK5DCmduxarFaOuLklq75nxO6C1amEkRgb49bxuJKsaQmkSg+s+KrvHmV6t4paiTwzq5LD0GAlX9RzjWY768fep7nPPeYRNZ3DfEf7DA9rn+QzmtcwRvh5nL7pYmGMCiRTNPM97dP8SfcQV0g7aOwZdfewjktdRx+pogOAWiWBjFi1zWc+CCEINa5iRLG1xK+Wqti7hAv4E9EzMkGouQtZsT1k65U4n674AtCmrMOi2O4ta6VK9jf2u3dAU6jvGbFfb4OKP+FR8W4ekXvx02mwJG9EVgQWRSJMjLCrdumum5LWQQqkentsjl7hk8YPvooqbu8FFCSGsl9O5xzNfgD8ug5hlT+BxkO0mmq7fN/JbCGsTArj1AMv83HNbgBebi4F1rv8vHvqevi69u/EiH6GFH8+l/CCzy4ajpIVG8LZpp/QTQgKEtkeWIli271z6HvVKAlcoi7I50SQQUt+bACf7P41q6UqBpRA9tT/0a0C611dnURPVvHVKXE+rcGRNa2KtXvYRN/IBOGBejeN6FimVwvFhfgRZFCnPDOREhFARsAYr8rfBOBDaz4Hmj5Hshus2qu7hvms5iOixCBdSigtsTcu+RiWiiCDlpQAC9dZ3wZsyYa67pFjrjV3oygKzZ29/FH+GBmilRolgWwPG6M3sdoYzcGKTLZqSkgUPTTUlAEr3Tqmhp4RXpE38bZpDSmikxEphG+G+raGW4ExjpJqIytFLdlSC1X1jUChu4cFQFPXAEmiC4AGJZa0KHW+WJCRxifrvk2pYmQUP1bULU1BAUBZSw+fnnRlr5NjSU9c3olIb8O3V8E+QmFiKIcVR9tMjlzjUQL3jb3Oia/pJfvLncIpwpkA0YMlDIyaXX7e+tpyYkQ/AAfkTNalR7v8nO4mOzaILsJQJm9tdd0jmK3yDEctLdWdw3bBbYA+/1R1QT4P1qRFc4Z0kEKpnvVSJXurWmc+yEWYLFb8BqcYfMjxPn0fNEYGUKRp4le6X/C2/mvcoHnD49oda7qGuVDayfnSLrJFE5nqhsysEEKQlJJOq2JLIhdKdRxqWLpFxVQ62prtLeGVsu8K2x9FRDrmCUbR7pE6Xy39Y3RMGHjAcj03mO/mAcv1auJrAWxKj+AF66n80nIp107cw4E+P1r73VNheZT6bluloQk9VUoS/hHxHrPR7irWpISzT3ZIZYT0HGDYZHHjiByMd9WjEbby5QYf31SbLRvTItir5DKKzXG4tG2QgTHXr6sABpvL8Rc2TbESJY2CRLXi1ZtQE19eQGSQga6gPHtcJNVyuNm9bT1TGepuZb0oJ4Y+QCHFDTvDnkx2bDClksOiukjUurwta9hkIaxztz3eK+ewwY3VMEvF9N1xs1Wh3sMWDzWdzhVfRGWd+M0qJ2RLRiQ75RWAzRHL2rjLbTpfTb2jpOH4TuuUeJ9uDdFqJIzhWi7U7CJTaiVfNFDpYXp61Z3DfE37d36j/wUv6u9XnYbnwKrkMA7JNh2ZYDFGZ32xW8Yhd5bZf65SEslaYsv6pSY6JoFBxXbfSJM8M/E1XTc02KAlNsT33GuXiry4ELYbzuanlk/ygVzIBDp21rgn0XyUhh7nvztf1vc6SkFiKAeUHHu8RlRy2AP0lE0WKwEj9fa4Xon16U212bIyOcypg0VRWJI24bEJKyH9Jfa4RDaS7+MSMr6GmvjyEhKTUmlRbFbsBaKOkmbPEF4cm7CyYnQP/zA8wG6/L3Kj5g2fFZ+dLzqNhDnGUbpeJNW4PPG1p66XDZTa430i7xhBcF8k1F93zCTc0/SHqruG+ZL5ds4w/ZSbJ75KWHz6zAepHMPm9Ch2Kg5B2nVKsdvcHeu7R0mTHImvbkMKwT5u8KGLz7drwORITVR5WMVXQ2cfyaITsOnoZapVKbNmauILILDrIBOWpa2cHTdbCRt2VFFWKb5f8WWMDqJOiQMggR6aOt2v9zSd6dd5VmyQ6ui4ACRJsHGa6dBHte5NfNVP05ZbDnN6P52GoRiHYPpaUcUBD9D5auodJZUOe7wc9NZmg59Ow+rkMKfXdtW5/n5Z3j5Ivqi3xyWKkbx4dW7hTaiJLy+hMDGUI5PtckFinJ7G0hmOWBoae0dJkRw35UYlRq34Og6ZyQnUyLY+8DzRSGlzl0vPt7O2h42SbbfcpOggcT3+eo1Lz+kp5Eb78X/av/KU7sf8SPsEVZ2etSCv6RzGioZ6JZ7t8lrSY9Qy6fkQGqBjIGaTPd4slfJBdbdbxmITtnckvizhvu+6ZIyLplGxCfhniWaq2wfdPCIHsqxg7a62t4fUKvGqsP0cWJkcxkHFUaVcoFRR1ra0329N1zBZotkeV8pJPq8fmhEdRLWSAIAkFKxdVW4e0bFUdgwTxhBgu7bUNseFszkj0ine6ebEV29XKz/V/YYva15koyjDGLU85vSpxkwet1zIVyc+zzcst3qEs2Nd96hd2B6gzy/J5zfVZsvG9EjOlXbziO5XvKe/g0M1zTMftECmC9sPh+cToFelSrwJ9dvyEgqSQnlPziVMDHNYTqek04RVVtzed98wxW0EYDggedkkWOZCYVIoh/ZlkEEbBmFhtOkwsGnG4+ZLVWUpKZItubZfzmJt5vIRX0yPDeNTzdsJEyO0KRE86EEVX7KsUNvtPB51QT5/cnNyqPkwngypjZWihp9UNsG5uUs+jrruEbZOJr7Miga/GN9PfGXFBlOhJGOkg0BhYqSzBtji7mEB0DY4TpK1BSYfRTVyAltU59RZE+qvYzhiBfKQQBIKq6Vqdjf2sXLaDrsrqe4cJku02OOR0AyfX2BkxgTxDznR/ncbPV7veaYRHYPsNHwZM1rekYvoiPmNu4fk9WxKjwQUMkQrm6Qyagfiaerd5BZDCQBtbzWf0LwHGviD5RxSI29wyziWmjWp4dyx81P2eKSxH0VR3FrRWN89wsvWU22GOaIDOVqVxjjKprQIYt45wqWaDwHwa9/HsOlMl2rmlrb0c/FkxVerEkFSUorLzqXiGtSKLy+hMDGUp63nc/XEt3nIci015kiPELhv6BkldbKdRFYEusi0GY5YnhQmOgvcxw+X0jcy4ZJzDYyaCe/aY493Kblsmbaj6Mtkx4VQqSQBEC96aWlvm+GIpaOlf4xxs3PLkK+377iSUzKj+HBS50snrPi3714ygdOp1HcPEy9su/SNSgyp0b5fxZcdG0TF5HUGEDNWS6+L7mlzpbFnFKNot8ctmkSig1UdormQm5pIuWKb1OeJRo5UNy7p+as7h8mSbDv4XUooMbEJS3p+d5Ac7k+dSLbHmVIL1R4wzzuKoigMd9bjLyYIEaP4YVYrvhaBnNhgTvOvZ7vh63xf9zSf1OxwW7tj/+gEUWZHwrleicO4TFrrVic7y4H0jEzQ2Dt6gncvDfU9IxxR0vmj9VwesFxPZIzv3wdny+qUcPYyRe5ClHHQxe2pPc2VhAib+USJnMaKBN+f6/kaauLLS4gKMpAQ6uf02hEPELhv6B0hZbLiq51w4qPC3DsgDyUrJohy4agCcaXA/Ud1PWwUDlHgfWIFq1PCXHIuTyQ7NohK2bEg1/dWLrk+zYmo7R7hbGkfd2n/zqXS+yT7jRIdpC7I58va1HD2iAJ7vEmUuGXBUN8zxhrTE5xieoQ7zF9cFq5LKREB1IhUe5wjmjzG2bGpd5SUyQ0ZAEtIiqpDNEc2pUfykWwz1ZGEgqX+A2RZWbLzt7W1ODs6LoOKPa1GYizM0WKaJVqo9iDTiJb+MRItTfa4RklQE1+LgCQJgtPXM6rY5gKbpVJ21rirbd9506CReBLD/N0ylqUmOcKfqCDn6sq99e5td6yfZjSgCts78NdrGI5ZZ49XiyoONrnu+7JYZVq6+vifdSVdSijFspEVqrC91zGvxNevf/1rjEYjfn5+bNy4kd27d5/0/Y888gg5OTn4+/uTnJzMnXfeyfj4+LwGvJwpTHK+wA55gONIR1cXkcK22GlSYkhV9b2Oi1YjQXwhFsV2yRVJrkt87azpYZNk04AzKTo0KRswaJdP+2lmjK0Fyx7TdMzkwV009o5ytnSA27Uv8Yj+MdaHDKoL8gXgp9NgSnK0122VSni30rX6edMZN1tpHRhDRqJZiaFYSV8WLli2RbrD/t2TBO4be0ftwvYAklqJPGc2Z0SyS3a4SReaj1C6lDpf7UfsP1YqSWTF+n7iCyAoLgOTYmvVyfSwxFd99yiZU9pPmzTJqqPjIrExM5Y9ss1VME700VJ9CEVZukTzURp6RpwSX+MhRtv8dRkghGBtajjhDLJN2sftmhfZW+9mo4Hu6UYD6hprKkmpmbQrtkq9lVIthxpd933VdI1QbEnkJvM3WG/6Db+yXqpWfHkhc76b/e1vf+Ouu+7i/vvvZ//+/axcuZJzzz2Xzs7O477/ueee4+677+b++++nrKyM3/3ud/ztb3/jm9/85oIHv9xYZS/DVUgWHdTUN7h1PAByT5395wY5lhT1pnxCcpPjeFteyz+tW3nOepbLKvZ2VXfyknwKu+Rcdsm5rMtYPvpeYNOn6fF3tJVmiWaPqURpnrYg10apjo4LZVVOJiWyrfIoTbSxq7RuSStTmnpHmb4+WQ4VXwAB8Tn2Rbqt4sszFum2xJctATqk+BMZFefmEXkfiWH+tIWtpkcJ5jXreg7KmXy4RFUooxMW9vQH8yPzVbxi3cBHcj5Zy6SyKD0mlD9bz+FRy6X8wvIJj5C0OEpj7+i0pEiaunGzSGzNjOJdudAeF4zudsv9tL57lLTJ79iiSBiiltemwXpjBI/qfsVT+p9yl+556msr3DYWk8WKZaCVNaKSaPoAZVlsqs2F1anhHJBtVbLBYoyBplKXJYyLpxUrxIYGepT+osrsmLMC3M9+9jNuvfVWbrrpJgAef/xxXnnlFZ5++mnuvvvuY97/4YcfsnXrVj71KZtgoNFo5JprrmHXrl0LHPryY3VKGGdJ+/mR7rdEiUEe6LqBsYnz3CYmb7HK+A01wqTBSIMSyznqTfmEFCSG8vkP77THiS6o+OocGqesc5Qyrph8ReGFjKhFP4/HE5MLrbYfc0QTH3nogjw8KtbNI/J+zsmP5UdvXo6MxPtyAeMmDUdaBpZMiLuu27maMCrI4FJxVU8iMy6M2vIE8kQjaaKd2nb37o4fpblniERhS9I0KTGkqM+leVGQlc7aXY8DtuTGSE0Pnz3N9cYNpa2DNCixPGa9BKygkQS/iF8eO+sZMUHcYbnOHid5UMVXY+8om4SjolajVlIuGulRgZQHboSJZwE4XTrMu5Vd5MQtbcK3oXvYntxsUqJJjloe191R1hsj+J+SzakUAxDdd5Ce4UuIdIMkRWv/ONukfXxf9zQAd5tvITni3CUfhyezMimMv8iZnK+x6Robx0tp7htziTHE9C6dfLXN0SuZU8XXxMQE+/btY9u2bY4PkCS2bdvGzp07j3vMli1b2Ldvn70dsra2lldffZWPf/zjCxj28qQoKZRuwuy6FytFlcva5WZDa/84STgcHRvVVseTUjStVbWlf4zuYdOinuODaucd+SCD7pjzLgfi4pPpUmwTtiyp2WNasFp6HQvyZiVaXZAvApkxQVRHnMHb8lrGsU1O3yxtn+GoxaOhZ5Qva17k/7R/5UrNDtIjlk/rT1ZsME9bz+M+8w18euKbVHaMuKU9ZzoDfd0cUdLoUkJoVGJIUZ9L88JmiuKo6Nld17skeonTd9Yzo4Pw0y2Pdv2MaVpmLf1jjE1Y3TQaZxp7R+wVy6OKgfDoRDePyHcQQpCSs5pmxbZRuVEqY1fF0hpKAPR3NRMobPPSBiWO1GU2R8lPCOGIcDhDr5Uq2dfgHp2vpmkdAj26OEL9dW4Zi6eSGhlAtd7xfa0S1Rxs6nfJuUqaexE4nn8rl+HayheYU+Kru7sbq9VKbKxzlUJsbCzt7cdfaHzqU5/igQce4JRTTkGn05GRkcEZZ5xx0lZHk8nE4OCg038qEKDXosQUMKbYSitXiyoONLpPeLGhd4QQMWLXrerWJxAWoN6UT0RGdBD+0ybvi524fK/KOfG1OSMS3TLRZ5iKTeDepvMVLQbpbG+Z4YilwdTbjE7YFjGNSgzJ4eqCfDE4Z4XzM+nNko4TvHPxqesZ4UrNO3xB+zLf1v6JlKjl0ZIFkBsXzD+sZ/BH67nsUvLoGlPoHFrcZP5cGTFZqBkxcPnEA6w3Pc4XzbeTHLE8xJkXm83pzm7AoxNWDi+BtuiRFuc5X0Hi8llgZEQHMbV7UFHwmHbHpp5hkiYrvhqVGJKXWVLE1ZyeE8071pUAGIQFqfH9JU96ir5a+891ShzGqOU1R9FpJEhah6zYLsJ1UiV73ZX46nNOfMmhRreMw5MRQqBJWm1fh66WXJP4slhlotre5YjhFv6u/y7bpH0UqIkvr8TlK+IdO3bw0EMP8dhjj7F//35efPFFXnnlFb73ve+d8JiHH36Y0NBQ+3/JycknfO9yoyg1isOKTRcoReqiurZ2hiNcR33PKD+2XE2u6RlON/2M8Yh8Ve/hJGgkYRdC9GeclaKa4kXU+VIUheLKGnJEI2Crujg1axm2OWKrRKlUHM6Ofn3ud3YcGDUTPtFmj5uUaLUSZZH4WL6zhlNV5/AxLYiuoqWrj6TJKr46JZ60ZeA+d5Tk8AACp7XaL6kA+nFo6nMWA7aiIUlNMM+LyCADuZOtVnrMFIpaPqh2fTtra1MtK0QdeswAFCYun3Yrf72GxDB/NFhJE20UiFqPSXyN97ZgEBZg0sxI1XRdVDZnRPGussoen6IcZFfd0rWPD46biTA12+MGJXbZVXwBFKQn2w2SckUjh2uaZzjCNTT1jtndia2KwBCZ4pZxeDr5qfH27ytHNFPe0Lro56jpGiFLriVIjLNBqsCAmcJltCHjS8wp8RUVFYVGo6Gjw3k3vaOjg7i444vHfvvb3+a6667jlltuobCwkMsuu4yHHnqIhx9+GFk+/kL0nnvuYWBgwP5fU1PTcd+3HFmd4hDyA1Ca97ittaRx0inPgpYGJY6EKPUmMBOFSaH8TPcYxYab+ZfhPqobF++BWtkxzKaxd3jDcDd7DF/gLGk/p2ZFL9rnexNZsUG8IxfxO8v5fMN8K1XWuCVLhJyI6bt3zUoMCcvEJtzVrE4OIy5Q4mLpA36le5Tva3/HW0vU7mjpqkYStntwrRK/rMRnJUkco0FT3ubetuLGHufEV2yIYdm0ybmCrZlRfF/7Ow4bbuHfhnvZV1Lm0vONTVjJ79vOK4ZvUWz4DOdLu45xtPZ1cqL9OGK4hf8ZvsoPdE9R4wE6XwOjZsJNjgWlunGz+IT66xhO2MKEYrtfnSEd5N2KpXMpbuwZpVGO5a+WM9gl51KhpJAUvvzmKOuNEeyVbY7FGqGgb9/vlnZj25zR9v23KlEkRi6favK5sCo5jD9YP8YD5uu4YuJ+DrSNY7Yu7kb34eZ+CiSHmVt3UA5RbtB9U1k4c0p86fV61q5dy/bt2+2vybLM9u3b2bx583GPGR0dRZKcT6PR2G7qJ0rYGAwGQkJCnP5TsbE6Jcwp8ZVhKqVtYNwtY2nsnWazq06CZqQoKZRBJQDN5EJZadm/aJ/9XlUXW6USAKLFAHJwAsZluiMb4qejIngz37Ncx9+sZ9JJuNudHafrNYwEJKLXLr82VFcgSYKz8+N4UPd7LtR8xEWanbx+yPX6KKMTFkJG6u1xtZxIevTySXwB5MWHEMIIG0QZ12repqzVfbqTcOxzSV2cL4yzcmPoIRg/Yau+SurcQdO0f+PFpKx9kHxhW2DohZUWoslbJsL2RzHGhNGmRACQIVqp6XS/3Edj7ygHlUy2mX7EZya+xgvyaerGjQvYkJPKO/JK3rKu4bfWC3m3cun0Kut7Rtil5HG35bNcNXEfTaFrMWiX36bBqpQw9pNjj1dT4TLdqJPR191JmLBt2DYp0S4RbPcFViWH8XfrmTxtPZ/9SjajFrHoG3BHWgZYIdUDNmOqiKSckx+g4rHMedV111138eSTT/KHP/yBsrIybrvtNkZGRuwuj9dffz333HOP/f0XXXQRv/nNb/jrX/9KXV0db731Ft/+9re56KKL7AkwldmTFhlIjT7PHq+WqjnQ2O+WsTT3jTnF6gJjZgoTQzksp9vjpLFyOocWJ3H5fmUHm6VSAHqUYBKy1y7r1tOsWOfdMXcL3E91dASwhqa6cTS+x8cKk3hbXgNAiBglru2/Lv/Oa7tGyBQO/bgaJWFZVXyBLfH1K92j/N3wPb6ve5rO1nq3jqepd5Tf6H7Os7rv85D2KZKXYcXCYrIxLYKPdJvs8bnSHl4vdt1ivLhlgAJRD4BZ0WCJzCNAvzxcUo+SGRNEjZIAgL+YYKjDfZIWR2nsHWUCHdVKEv+V1zAQmrcs9UNdzek50dxq/iq3mr/Gn63nUN09Tv0SVas3TKuWXW7PsqMEGbQMRa2xx+ukCvbW9y75OJT+BvvPqibsiQkL0JMW5fy3enCRtSjrmxpJFLa241IllYLk8EX9fJWlY85Prauuuoqf/OQn3HfffaxatYqDBw/y+uuv2wXvGxsbaWtz6Njce++9fPWrX+Xee+8lPz+fm2++mXPPPZcnnnhi8X6LZYQkCRJT0u3OL0WiloMNS1cKPZXg3mJ+rvs1X9X+nVWimkR1gTEjaVFBVGmz7HGRVHeMg9V8GDdbGa3fQ4iwTVx2yis4JTt2hqN8m+wYZ62lyg73tos09Y1SLqfwnrWABjkGv2jVCn4x2ZoRyXb9Wfb4Ss07PL/ftdocdd0jZEiO9p+hoHT89ctrQycvPphSxZHEDewrY9zsPhe6xt5R1ksVbNWUcKbmoOqcukC0Gonk/C32OcdmqYR3Dle77HwVTR32ZHKlkkRu0vLTqcyMCaJKcTgmGvqqsCxy685cUSspl4aixFCigvycXnu7bGnMWqYn2Jazhltyeq696nKNVMW++u4ZjlhcRkwWQsenthbHqCYtJ2FVcphTfHARC0LMVhlNxxF7XCIbVX0vL2Ze2zVf+tKXaGhowGQysWvXLjZu3Gj/fzt27OCZZ56xx1qtlvvvv5/q6mrGxsZobGzk17/+NWFhYQsd+7JlartjgDDRV3dwyccwNG4mxVzDZZoP+LL2JQqlWlVAeBZoJEFAQh5Diu0BViTVcHgRBO73NfSxQT5sjz+UV0xa0S9fsmODAYUY+jhVOkxLx9K1DByPxt4xnrBexHXmb3L6xCPERUW4dTy+hlYjkbjmPPsC/TTpMO/vP4JVdp0GYm3XCBnCNjm1KBL6mPQZjvA9cuJCKJUdia8cGqh2oyZRZ08PUcLWGqbuki8O5xXF85Z1LWBrP4xo3UHbwNgMR82P0aZDdimAYjmNFctwgZEZHUS17Eh8GZUWmvpc8+89Wxp7nZMiauLLNUiS4KxcZ23W7WWdJ3j34tLcPUgAjg6E5VrxBbAhLZIP5XwOyuk8Zz2b8sZ2l84lpjNdE7ZJiVHXWCdhVXIYBiZYKyq4RfMKTQ2LtzlT1TFMjuyoui1WE19ejVqn7IXYBO5tVUNDij8jXQ1L7ljX0j9mt7UGaFaiiQ/1O8kRKkcpSAqnWLZV+ySIXhrrF97G8G5VF6dpHImvrthTCAvQL/hzvZnM2CC+rv0bu/2+yJ/0PyCi7wgmi/sqUZrVHXOX84m1KbxgPRWwidKeOrqdD6pdt1Nb1zVIhrBVODcqMaREL7/y9yCDloFQh95FvtTgNmdHWVYQ/Q5ttyYlhpRlXLWwWGzNiOJdraPd8WOavbzhgnbHgVEzCX177fEhJWNZLjDCA/V0+hntcZZocWsyGWwVX7doXuES6X0KRK2qN+RCzs6zVetrsXCqdBhNw7sMjJldft7g7gOU+n2G3YYv8BnNa8u64mutMZyvmm/j0okH+b7l07Sb9JQt4XOtqXeMMDGMrNjkSob9E1WTlpOwMjmM27Qv84Lhu9yre5bYvv2Lds0caem363sBdIfkEh64vNdX3oya+PJCViWF8W/rZj5m+iErTU/ymnnNkt6QAZp7x0gSjgXlaIB6U54tRUmhHFQy7LHUunBnzgMV9awRVQDUyPHk5q5Y0Of5AlkxQdQp8fY4k0Zqu9zj7CjLyjGaeGrZ+uKTExfM4agL7PGVmnd4fq/rXIEHOxoIECbApu81XWdiuRAYn4dJ0QGQJxrc5uzYOWQiXnYkZJpk1XluMdBrJSJzT6NXsbWPnykd5NX91YvuKP1uVRdbhaOlZLcoXJaJLwApypFMzpTcn/jq6OnjXt2z/EL/GN/R/XFZJ0VczalZUSRoB9ln+Dx/0v+AL2te4J1K10qa2FrrbM/KGNGPFQnjMn2eAcQE+x1T8baUOl9NvaP82HI1OaY/cLrpZ4xG5i/Zub2RvPhginHIyKySaji8SDpfR1oGKJg0XBlXdIQmFSzK56q4BzXx5YWEBugIiU6kUklGnvwKDzT2LekYWvrHnMpwpfCUJT2/N7MmJdxulQyQM1FK3QLES7uHTUR0foRW2Kr+3pFXcmpW9AxH+T7Bfjr6AhytZ9mihSo3LR46hsaZsDpXm6k75q5h67p1fCTbDEAypDZ6S7cvmoHEVBRFoaFvnKct5/GOtYh9cjbp0UEzH+iD5CSEU6EkAZAm2qltWZrWnOk09Y2SMuW51CrFEq1aji8K569M5nXregAChYns9lfYv8jGOu+XNbJWqgSgUY4mKWPFstPMO0pSXJS9bTtTtFDtRnMWs1VGM+DYQGhUYtSEsgsJ0GvJTk+nW7ElfdeLCnYfKXPpORt6RjEKx6ZBgxK77L/jdUZnOYo9DUu3zmrqs3UImNHSoMQRF7E8NwBmi0GrwRS72h6vlqoWTeertrGZNMmms1eqpJKfpMqUeDNq4stLWZ3i3FJzYImtdpv7Ru0VX91KCFER6o1gtiSF+9MY4NgxWCtVsncBD9QPqrs5XTpkj3dJq1mdEraQIfoMUqzDATVHanKbs2NjzyjXa95kn+FzvKS/l9N0ZeqC3EVcujqRvynn2OObxCv8+aPGkxwxP7qGTNSYQnnAcj03mO/mcevFpEcvzx3y3PhgyiZ1viShYO0oXvRqoNnQOq0F3xSUjCQtX2fbxeSMnBjeDLjIHt+oeYM/fLB4boOyrDBS+R4GYQHgfbmQs3JjFu3zvY3MGIfOV4gYo7dj8e9hs6Wtf5xEHALrTWriy+WcnR/H67It0SwJBV3165hdaHDQ0DPilPgaCUpd9l0cG+yJL4VEuiivbVyy51pT7/QOAfV6m4mM1BRqZFuXxwpRT3HjwjfgJiwyezsUtow/yucnvsJjlksoSlKTkN6MmvjyUqYnNvYvccVXR+8AsdjO2axEk6Q6Os4aIQRZaan2G7QeC/vreub9ee9VdTOCH71KEOOKDintFNVmfBJjfDSNsq36LUs0U9W+cCOB+dDcN0aK6CRSDLFKqiU62A8h1AW5K4gI1OO/8jJ7tYSBCf6+s3rRnQZrprXNGrQSCaHL8z6YHx/i5OyYOlFN68DiV9nNRGv/OIlTWvCV0KQlH4OvopEEW045g11yLnVyLH+2buPN4hbaF+l7PtwygHl8mDrZpm/0nlzImTnLO/F11NlxUPFnvKfJLclksOl7Ta2k7NTGEeqvc8tYlgvb8mJ43brBHp9u3cXOmvnPE2eivmcUo7AlNy2KhD4ydYYjfJ91xnC2Sfv40PBlPvC7g7Vj7x+TkHIVTdM0YVWTlplZnRLGQcVm/GYQFsabDi74nlnZMcSEVaGVKF6XN/C2vJaCBDXx5c1o3T0AlfmxOjmcaPr5lGY7a6QqPhhYQdfQVqKDl6aKxNTbiDTpvKQmvubO2tQIvlB8B21KBIMEkTHPklxFUXivqovnLdfxkOVajKKdG3LUxd5RsmKDqVCSSaGLQGFisL0O2DDjcYtNa/8Y2VMqUQhXJ5Wu5IZTsvjW/pvpVkIpUYxgVnj5UCufXJe8aOeY3p6cFhW4bKuLksL9qdM59DUKRB1HmgdIDFva50LbwBinCtvi0KJI+Eeo98LF5Kp1KVzw1p20mANRJvdN/7iznv87L3fBn/3f8k7ekDfwxsQGkkQXYVHxy7rKISM6kK9bLuBJywV0EgYIOodMxIYsvYlQS79z4msiKEXduHEx8aH+SImrae6KIkl0s0Uq5uFDVZyW7RoZi4buYXvFV5MSTXKUurhPiwpE9gsnQbZpe22QKthT3+tywxRFUQjoK+XnupdpUqL5n3U1SREbXXpOX2BVchhPypl8QvMeAOmmMpr7xhb0HDnc7LxZbowMIDRATfp7M2pZiJeSHRtEsF7hTt0LnK45zKnSEQ4uYbujNEXvoVmJXvIFjrezLjWcCiWFQWyaQDVdI/SNTMz5c6o6h+kYtIlry0jUKgmckhW1qGP1ZrJjg6lUHIvfwIEKxiaW3tmxdWCchMlKFKsi8FMX5C4lJy4Ya/rZtqTXJL97rw55Ee3Ia7uGiWIAsH3mcm1zBFsVqyahELOioUaOp5MwiluWvrqytX/MXvHVTgRx4ctTc81VhAboOH3NCnvSC+DpD+qOqU6YDzsqHImVZiWazbmLl6T2RhJC/RnSRdFJOGBLMrlL4L5tYNyphViEL+/vZqk4vzCeNyZ19fTCirn0NayL+AybSl9XM4GTRi0NShypkcv3eXYUIQT+xrV245b1opy9Da4XuO8dmSDNUsdlmg+4XfsSq6VqteJrFqREBFBrcMibrJJqFiwDdGTaPKYwKWxBn6fiftTEl5ei1UjEJmbQrti0vlZJNRxs6J7hqMVhdMJCqKnNHjcp0SSpN+U5kZ8Qgv80/YR989D52l7m3MOeGOZP+jJ24plOdmwQ5YrDeCGXBqo6l17nq21gjHhhmzC1E0FcmLogdzWfOcXoFFd0DPF6Sfvx3zwP2jo62Ot3G4cNt/Kg9nekRy3v7zQ7OZZC01OcPfFTfmb5JMWtbkh89Y3xkOVT/Nz8CZ61bCMxbOmrY3ydm7YamVrsM2628p2XDi2opaS0dfCYnfUzl7G+F4AkCTJinJ/l7kp8tQ+MEz9ZSWnbuEl0yziWG+cXxNkNJQBOsexkd51rEi+i16HXV6fEYVRdOwFYnRZnd2FPlTqpqaly+Tmb+sZInpJobiaG+FD1WTYTQggCkgoZU/QArBYLF7hvaqrjXu2fuEj6kHh6KEwMWYSRqrgTNfHlxaxODWe/bGsvCRZjdNQcmuGIxaGlb4xaOZ4/W87mHWsRFXKSWvE1R3QaiZXJzqXke+axk/ReaSPBOHbbz8yNVlsQphCg1zIY6mjDyZUaKW9b+sRXT98AUWIQgFYlknj1enE5Z2THkBVjS0YJZC6SPuS5Nz9YvKqvrnIAQsQoEsqyrvgCKEwMZRxHq31xy8CSaxK1Do7zD+sZ/ML6CX5jvZj4Zaq55koyY4L59EZbq3aqaOc53ffJqXma/xxum+HIE/OzNytYL8o5Wj0ZFqBjvVE1zMmc5hJb0+W+iq+EycRXOxHEhgW7ZRzLjdTIQMbj1tKl2Bbbp0uHePvQ4hlKHGXcbCV41GGeUK9WfNlZb4xgj5xjj6P7DtIzbHLpOZt6R0mRHJvapuBktKpu76woTInmsGJzc0+RuqhrmP/1Mm62EtR1kFu0r/FL/a+4XvsmhYlhizRSFXehXklezJqUcPbJDl2VwM59LnV9OUpz3xi7lTzutdzMDea7qQ8sWraW4wthXWoEW6Uj/FD7W97Wf4226iNzOr53ZIKYlrfYb/gcf9I9xHpRztl5sS4arfcSFJ/DuKLDpOiQUChvX/rElzLYbP+5VYkiQd29czmSJLhjWxZZoplX9d/kl/pfcUHfn3mteOFVX8MmCxFDFfa4VEklI3p5V3xNF3ztHp6gfXDpBO5HJyz0j5qdXktQE8wu4evn5ZAZNMEr+m+yRVPKHdp/8vzzz/Fh9dyrzg829TNWuZ1/GB7gNf09nCEd5JZT0lSDFiAjOogzpAN8W/sn/qh7mI62FreMo7d/gEhhe262KZHEuUFnbLlybmEib1nXAeAvJhgueX1RW/bBZl4w1dGxQYklVa34AmzdGYeFo31uvVQ+r+6MudDUN+rUWiyFG116Pl9iZXIoB+RM6uRYXrSeQn17DxOW+a2LK9qHWEGNPT4kZ1CgVnx5PerMwotZkxrOgSmJryKlgtLWQZeft7nf2dUkUW1znBdrjeEUiTqu0u4gU2olvHMnwybLrI/fUdHJ2dI+dMLKqZpi/LWCzemRLhyxd5IVH8Y5Ez8i3/Q0t5nvpLzd9dfIVIZNFkInHFbwasXX0vHxgniCo5Psuk9Xat7hH2/8b8E6KRXtg+SJekeMkZy45V0FkRoZQLCfwy9HQuZI89K1O7b2H5tkS1BbHV1CiJ+OOy/exJ+t2wAwCDNPSD/g6T88yUsHWma9MLdYZX74Wjm3al4FIE9qJNZg4cataS4buzeRGRPEGdIhbta+xmmaI/Yq06VmaLCX3XIOzUoUjYradrWUnF8Yz+vyetqUCJ6ynM/e0dhFd3Gv7x7hMcslXGD6Pl+a+DItAXkEGlTvM7B1Z1iTNiArtk6KDVIFe12d+Oods5tJdCshxESq8/rZsio5jB9arubMiZ9zl/kL1FmiqJjnZveRlgFWCkfiqz+8gGA/Vdje21ETX15MRKCekcgCTIrtAbVaVLn8hgzQ3OcsZJukLuLnxXpjBDsptMdbOTSnHfMdpS2cLtnaW/uVQPwzt+KnUyvvppMbF0KTEosV279NWdvgkrZgtfWP2dtEAFqUKHXhsERIkuDmbWt4wnIhAFohc/ngH/nH3qYZjjw5Ja2D5EsNAMiKwByZu+yvPSEEBfEh/FD7W97Q/x//1N+3pAL3bQNjpIgO0kQbBiYIC9ARoFcXb67i44VxVObfztvW1QD4CTO/kX5Mzwtf5epfvMZT79VypHnghJs5IyYLt/5xLz11BzlDY3uONStRZJ1+DUHqohuArNggKhWHkHzMeC39o3M3wVkIIyYL9eNBfHLifk4xPcpd5tuIU59fS0ZGdBAdUZvZYnqUBy3XUaMk8uqRxdOqBGjoGWUEf0qUNP4jbyY8Kn5RP9/bWZGeTNmkVmyuaKSkdmHzh5no6O0nFttarkmJITlCXWPNlrAAPcYo503Ig03zWxcfaeqlSLK1SnYpIcQmZSx4fCruR018eTkrjTEcmexnTpfaqahZ/P7/6bT0DhM0RVcqKVy9Kc+HIIOWgJQ1dE/qN2yWSnm3YnY6KRMWmdGqdwkRtuq7/8qrOStfnawcj7x454dg36iZriHXajRMpWWK0xzAkCF22SdJlpLzC+L4MPpK+3V2sWYnL7/5JiNzqK6cTnlLL7nCNvmtV2JJS4xblLF6O4XJYaySqsmRmskXDZQ1d8180CLR2j/GV7Qv8D/DV6nwu5F1QT0zH6Qyb4QQ/PCq9byc80P+Y90IgE5YuVn7Gk/1f4agN+7kB4/9hjX3/4eV332T83/xHjc/s4fb/ryP6363i3UPvk1JRSVP6H5m/8x/aC7k2i3q4uIoqZGB1Igp5iyiad7VC/OlbWB6JaVQtfOWmPMKE52cVF8vblvUzbv6nhGnWG1zdGbDFJ0vSSgY2va61B3c3NOAJGzfb5MSTXKE+n3MhVXJYU7xfJ0du+qOECZs18ZBOYui5PAFjkzFE1ATX17OutQIJ50va+Nul1ezyN21FPvdwkHDrXxd+1cS1cTXvDk9N5b35QLAZlDQW/7+rL6/XXU9nGLdbY/ftq5Z9i5YJyI5PICAaRp0ZUu4eGgbGOcF66l8buIrPGC+jr6Q3JkPUlk0JElw1wWrecxyif21m0zP8sS7898kGGgqw0/Y9KRKFSP58aruA0BBYqh9I0YnrJhaipesurK1f9wpwawPV53nXI1OI/Gza9bzvxUP8YjlcrubVogY42rtDp7VP8xmqZSBMTNlbYNsL+/kf8UNHKxqZKN1L8/pv0+aZGsDr1Pi2HDFnape6BR0GglzpON5kSM1UdmxtImv9mmJr7AAnfodLTEfL3Te1GwdGOfQIraRN/Q4d3EYVWdwJ1alhLEP23U4qhiIppeD80ymzIRVVtANOYwGGpUYklQ5mTkxNfEVyBjljXM3XukbmSBmwGEYt1fOZl2qmvjyBdTEl5ez1uhwdgTINJXQ3Dd2kiMWjjRguymHiREUhFrxtQDOzI3hXWuRPc4f3UPVLCzLXznYyAWajwAwKVp6404lJlhtPzgekiTIiQnkDs0LPKH7GY/qfknFEup8tfWP0aTE8oa8gaet56MPT575IJVF5dSsaJoyrqZVsTnFnaPZz+53XztmUTcbzFYZv95Se1wqp7IiQU18gc3Z8Yjs0GdKHq+gY3Bpqitbp1RW9ipBRIarroBLgVYj8ZOr1pJ79UPcFPw4f7WcwYhic/e0KJKTIxrAl7X/5IjfLTyj/zGZUisAzcQw9MkX2JpvXOrhezwp8bE0K1EA5IgmytuWVqOybcB5PqkK2y892bFBpE8mo2Lo40bN62w/VL1on2/tquSzmn9zrrSHWHrViq9pBBm0dEVv5RLTAxSZnuRv1jPZWz93F/bZ0DE4ToLicHRUWx3nzqrkME6VDvOa/m4OG26hsG87A9OMb2ZiX0Mf66RKe3xYyiVfnef5BGriy8tJjwqkxq+AP1vO5q6Jz/Nnyzb2Nrjmhgw2e9dQU6s9blai1d2IBZAVE0Rl0Hp7fJp0mB0VnSc5wvYd9JW8TbSwTYC3y2s4a5XaHnIychNCuVL7Dudq9nKmdJDyJTCBOErrtOSKKrjtHr5+wUp+abncHt8pnuOnb8xdLLq2a4Rspc4elyqp6oRoktSIAGq0mfa4UNQumc5XR/8Icdiefa1KFPHqdbZkCCE4ryCeZ++6nLCrn+CHha/wHcPXeNRyOaM4fw/ROP89dGrikK97maIVBUs5ZK8hOy6Yctm2WRIsxuhrrZnhiMWlfWCcn+ge53n9d3hU90tSgsWSnl/Fdn2dXxjHLZpX+MjwJb6j+yPDh19ZlGpak8VKyvBhvqn7C0/of865mj0YI9WKr+nkpSdzSMnEgk1/cI+L9JSbekepURJ41nI271oLaZCSiQ4yuORcvkpefAgWyY88qRGNUFgtqjjU3D+nz9jX2MdaYXPuNik6pMTVqtOwj6AqiHo5QgiMqWncW3az/bW99X1ctjrJJedr6R9zstltVqJJVMXt540QgqK8HEoPpJIvNVAg6vl1aRWcduJE1o6KLs61vsukVjsvyVv57sqEJRqxd5IbF0LZgRSSNN22ltLWamD1kpx7+o65qo/iHrJjg5HWfJqaQ6+QIbWxUSrnyUMvU3pK+pwSVyWtA2SJFnvcG5xDWIDeFUP2OiRJIOILsbYJNEKhUKrjzZYBtuXHuvzcpv4WtMJmW96iRKnPJTegkQTnFcRxXkEcsJ5xs5VL+8do7R+npX+UzkETSQ25tPQPYonIImLl+cSsOA/06ubZiciJDaZcSWYbBwDQdJeiKJcixNIkoNoGxzlX1JAttTCu6NgZFrok51Vx5vyCeB58J82u/bR57B1KWgcpSFzY99HcN0aqcIjlNyhxpKgVX8ewwRjB7z+ot8f7G/qwygoaaXGvw6a+MXbKK9gprwBszq5Lda37CnqthBxfhLlTg05YWSNV8VpjP6dlR8/6M6prau1t+IeVNFaluX4Oo7I0qOlLH2Cd0bnveJ8LnR2b+5wTX0OGeNX2eIGckR3Nu7Kt3VESCmHN/6Nn+MTtQW8cqOY8aQ9gc3McST5TTabMQG5csN2VB8C/txSzVV6Sc/f19XGetJsiUUMow2rFlxu542N5/IJPATY3xhXU89CrZXPaOS9tHeRm89c4w/RTPjfxFWISjC4arXeSkxRLtWLT18oWzZQ3uV7gXlEUNIPN9rhViVTviR6An05DenQQp2RFcdX6FL58dhZbPvMjEu/aQeqNTxK8+nI16TUDOXHBVMiOZ1eyuZ72wbm3aM+Xtr5RuytxqxJJvJpQdgsrEkJoD11NpxIGwOnSId7cV3nyg2ZBQ8+IU+Kr3y+ZED/dgj/X11g7bZ01bLJQ5oK246ZeZ721ZFVKZl6sSImnRDECkC21UFpVNetjJywyJW0D/NJyKTut+bxvLWStqu/lM6iJLx9guuBeRccQg+Nz62eeLS19YyRPJr5kRSBUvaIFszUziv/iaHfcIIp5YX/zcd87OG7mSEUVJUoqAK9YN3HB6rTjvlfFQW5cCGVyqj3OVhqo7Ro5yRGLg6Io+A/W8rj+EV42fJtvaP+qLsjdSEywH1mnXc3jlgv5+MTD/ML6Cd6v7ubtspO3F0+ltG0QBYl6JZ435A1qm+M0CpOcBe7HW464/Jz9o2airFMrkaPUBLOKT5AY5k+jzmiPc6WldXYc7O8hSNgSbW1KJPGh6nXlDoQQfHxlEq9MOqgahIXhwy8jywtrd6zvHiVN2CpbzIoGXWTqDEcsT2KC/ciO0HCb5mWe1P2Eh7RPuUTnq6nPOfGVojo6zovNGZF8OFk1BxDQsnPWTpwlrQO0WkL4qeWTXGO+l19YP8GaFDXx5SuoiS8foCAxFL1GIoJBtkn7uEh8wIHGfpecq7lvlMTJxFcH4cSFq2XvCyXQoCWx4DQes1zMJ0z381Xzbfxld9Nxq1D+c6iNaksMV058h1NMj/CkcgkfL4xzw6i9i9AAHT2BDhOIXKmR8iUQuJ++IG9RotSFg5u55bQMngn4DOVTKgC/++8Sxs0zT4pkWaFkmj6cKmzvTME0gfuk8Qo6XVyh0tI/RuJkVQpAG1HEqiLcKj6AEAJdTDZvWdfwmOViXrSeuqTOjmLI0datVlK6l4tXJdgTXwBbTe+xd4EdHg3dw/aKryYlmpQo9Xl2IlYaY7hN+y/O0eznLM0B9rgg8dXSM0QwjuRXspr4mhcb0yP4SHEkvtZzZNbf1/SuqayYIFXOwodQE18+gJ9OQ1FCIO8Z7uAp/U/5hu6v7HOV40hPn11UvVmJUh0dF4lrNqbyI8vV7FNyAEFd9wg7a3uc3mOxyjz+jkPYtlmJITM7X70hz5Kg+ExGJ93G8kQj5Uuwa946MEbCpNMcQBuRxKmJL7fir9dw9/m5Tq81943x2I6ZRaMPtwwwMOZcTbtQjRVfIy0ykGqNQ6OwUNRyxMUC920D4/YNGYBx/wRViFbFZ8iMD+dW89f4keVqdsirluTZBTA2YSXI1GGPW9Xnl1vJjQthKHoNbZPuxKdKh3lzX9mCPnOgs4FAYZPWqFfiSFWF7U/IurQoDso285Y40UdzfcWiGAxMxa+njCN+t3DA8Fm+rHlRNQ+bJyF+OiYS1jOh2MSQt0ilfFDdPcNRNvbWOye+1DZH30KdGfoIa9KiOSTbFhuJoofa2oX3/h8PS2+9/edmJZpENfG1KKw3hpMZE+T02l92NznFLx9qpXFa//91m42uHprPkJMQToVia801Sh3Ut7TPcMTCaesft+ujAIz6x6sLcg/gklUJbEizLR60WPi05i3+8c4+GnpO3v763/JOfqv7KXdr/8ImqZSM6EBVRH0aNoH7Ih4yX8M1E9/iIcu1Lk98tfaPESv67bEc5hpzFxUVd5AdG+wUL1XFV/vguHMlpaImvtzNRasc7Y56YcVa8u8F6ZWKTkfirFJJJi1aTXydiPXGCPbJ2fY4daSYpt6xkxwxN0wWKwFjtgrLcDGMFYnkCHV+MV82ZCVxQLF1ehilDioqSmc8xmKVaa45Qr6oB2xJTTXx5VuoKzAfYW1qOPsUxw1Z17oXiwvEu6WBRvvPTUq0uhuxSAghuGaDo/UqgHHqij+yt+NZZYX/vLWdC6SPkLB9ryuTQjktK8ot4/VGcuOCKZsiEmxtL3H5OdumVXzJIeqC3BMQQvDAJSso1NTzhv4bPKj7PV/geR7498knRiUlh/iYZh+f1/6bO7XPc3ae6vRzPLKTYvmt9SJ2yisYJJBiVye+Bsa41XwXa8d/w8Wm7xEUrrZ/q/gOOXHOia+qjmGsC9R2mg1tA2PET0l89eliCFLNjNzKRSsTeMW6yR6fYflg1pUs0xkYMxM95qh0rpCTyJmWZFVxkBYVSJUh3x6vlSoXtd2xpW+MZBwVlk1KjNrquAC2ZkbxgbXAHkd3f0TvyMRJjznY1M+Vlv/wquGb7DJ8kRWijlOzZu8GqeL5qIkvH2Ftajj7ZIeGUYFcQVnb4u4KmixWXh3O5lzTD7hl4qv827pFbXVcRD6xJhG9VqJQ1PIf/Tf5nfYHfPvZdxg3W3nynSquH/4dv9Y/yhv6b5AuWrn97CzV5ngO5MaFODk7xoxWMTDqGhOIo7QOOHbMZUVgiEh06flUZk9uXAinrS0iVtjK2q/R/Je6ioNsL+s47vs7BseJ7dppj9+xFnFmTsySjNXbKExy1okpbnGtnl5r/zgg6CGUw0oG8WHqYkHFdziajBDIpIp2jNZ66rpdb87SPuBcsWwNSnD5OVVOTmpkIHLiOpoV26bnVqmY7ftmrmQ5HtWdQ+RIDiOlGpFMWpRa8XUihBDoUtcjK7Z591qpir0Ni5f4auwdJVU4jHZ69Qmqw+YCWJ0Szj6pEACrIkgS3eys6TnpMe9UdHKGdAiACIYwxGSqVa4+hpr48hGiggz0hq+0x2ulykW9IYOtbcuEngolhbfltVQpSWqr4yISFqDnpi1G7tC+QLrUTqzo59b+n7Pi268Qtv3rnKGx3YxDxQghcemclasuuudCenQgB8nlT5ZtfNN8M+/KRS4XuG/rH7MvHDoJIyZMFY71JD738U38SXMZAFoh83/av/GdEwjd/6+8k1Olw/Z4n24164xqCfzxKJyme9Y+OE7XkMll52vrd243SVDbT1V8iMggA5lBExwx3MI7hru4V/tnytpcb87SNi3xpQlTXbw9gYtXJfJv62Z2WvO533Ijb1T0z8qcZToV7cPUyvHslzMZUAKwRmSh16rLwpNRmJ5sl8zIEw0cqWtdtM9u7B0lRTg23pSI9EX77OWIXithMK7n5omvssr0JD+3XMG7lV0nPaay/BCpki35uFfOYX2u6nLqa6h3OB8i25hCtWzbkVsh6jlUt7gaRs19zouLED+tuhuxyNz1sWyejriTHsW2w/sxzT7KDTdytXYHYLOb/j/zrdxxbqFa7TVHdBoJS0wB37Z8huesZ9OoxLpcJLizf5CYSe2hVtUK3uMI8dORcN5ddChhAJyn2UNM30F+9HrFMe/9X1kbWyVbe2yvEkR01npVr+0EpEUFEaQXFIpartO8yZWaHRxu7nfZ+VqnJb5U5zkVXyMxPoExbEY2+VIDZa2ubR8GW6vjby0X8APz1TxlOZ/w8AiXn1NlZi4siudH1qu5xnwvz1q30WnS8b/yzpkPnEZlxxC/tl7K5RMPsNL0JMZ4VTpjJmw6X7buGo1QCO45PGP73Gxp7BnFOJn4GlACiIhSpRQWypbseLbLaxnCVgX+ekk7E5bjywB1D5uI73zfHr8jF3F6ttrm6Guos3YfYl1quF14USesjNXvW1THkZZ+Z2H1RFXfa9ExaDV891Nnca/8OftrOmHbybMqgjvMX2TzuddwplrtNS/ypmmluLriy9rvaCNoVaLUShQP5OL1WbwYeoM9vk/3J/7wQTVvlzp2XruHTQxW7yJE2O6BH8gFnJUXv+Rj9RY0kmBVvD//1N/H93TP8BnNaxxq6nfJuayyQsxwKfdp/8jNmlfJFM2q4YCKz5GXEEqZbKs+iBRDtDXXufyc7QPj/Fdew+PWi3nQcp3a8uMhxIb4sSnNOUn18qG5Vx45myQIsmNUfa+ZyE8I4bCUZ4/XiQr2LpLOV3PPgF0TtkGJJTVSXWMtlHNXOOt9DoyZT1j19V5VF6dPtjkC7NKsYV2qmuz3NdTElw+xzhjOPsWh82UcK6alf/EcR5r7xrhZ8woXSR+yQtSr+l4uIis2mHMuu4mbzV/nDes6KuQkWpRIvmL+ImvOv4nPnZ7h7iF6LbnxzhO7xdbBm4osK5iHe+lSbO2NLWrFl0cihOCsq++kUrEZD6yUarlN8zJfe/4QtV3DANz/cgnX8Kr9mHfVncAZyU+No3xSUy9bNFPa0OaS83QOjVNEFZ/Rvs63dX9mtVRNfJh6nan4FnnxwZQqRscLHcUuP2fbwLhTrD6/PIeLVznrrW0v72RofG6apZUdw05xTlzQCd6pchSdRmIifp09tul89S3KZ0901aMRtmKFBiWWFFXYfsEkRwSwboorox4zLx9sPu57PyxrZrNk08trV8KJylijtv76IKo9iw+RHhVEtT7vqAMra6VK9jX0LZrzYld3Dz/QPQvALjmX18PPWJTPVTmWy9cksd54Fx/WXM8fmgcYHDNz6apEtuWrpc8LISfOloSKZIA8qZGejhhkeQuStPhto90jJvZb0llveRwDE+iwsF2tRPFIchLCeW3zD8jYeR0aoXCH9kX+N7aKc35uIcigJXW8nIsNNmH7biUEkX8JkUEGN4/as1mVHMahDzMokGyTebllP4py+qK3aLdO0dED6JBiiAzUL+o5VFTczYqEELZPcSWOH6uid2SCCBf+rbdPS3zFqS3EHsP5BXHc969iLFYr60UFhUotb5QUcsXa2TlH945M0Dc8Cmjsr2Wpjo6zIiUjn9+3nEuZksJeOYfQRaj4UhQF7UC9/etoUGJZG6EaDSwGl6xKwNS4jxu0b/IxaS9fLPsaI6aVBE5xqB0aNyPK/4OfZEsev2NdyemqeZFPoqYyfQhJEkSkFNClhHBAzqRYTmPfIu1EAJh7Guw/NyvRajuJi0mOCOCq9Sk8dFkhv/rUGjXptQjkxQVztrSPfX638Wf9w3xcfofG3tGZD5wHbf2ORYMJPeNSIFFqssRjOe/cC3kz4lOArb3457rHUGQrA2MTfFP3nP19T0pX8vWL17trmF7DyuQwDiqO6tRsc4VLnOha+8dJmmwPAbAGJar6hyo+hzEykGopzR7nSw0uFbgfN1uRRjrJFY2EMAwoJKgVXx5DWICe07KieVb3EH83fI9v655lx+79sz6+smOIX+h+zYeGL/F73Q+J1Q6TqlYYzYr1aRF813IDf7eeSa2SQHHLAGMTczcXmErXsIl42VEVrbY6Lh4XFCWQqWnnCs27hIhRPqZ8yJulzhrYL+xr5kresMcvyqdydp6a+PJF1MSXj7HaGMkm06+5bOIBHrVezt76xUt8aQbq7T83KdGLVkmmorJURAcb6PBzLMZXiHpKWl2zeGgbcG4zjg3xQ+OCyjKVxUEIwZabf0yNxuak9KjlcmQkQhhBj20XsFaOI+/CLxMdrCYwZyIh1I8G/3x7vFKq4aALdL5sFV+OxJcUNruKBxUVb0KrkdDHZjOu2AyF8oVrE1+dgyYu0uzkdcPdHPb7LJdIH6gaXx7GZWsS+Uh23GOTWl6luW92G3mVHUPkiCYSRC9bpBKiomLRqmYts2J1SrjTXM5sVRb8bGvsGeVv1jM4z/QDPjdxJ7spIjZEvd4Wg4hAPWNpH2NMsVXHnq/ZzV8+rLZrYMuywvvvv8N6qRKACjmJsNzTVZMcH0W9y/kY61LDsU4pXS5vH2TYZFnw55osVkLGm+xxgxyranypeB1CCCISM+lXbCXkBVI9xS5yx2rpd24TSVB1hzye0KBA4j//Es9G38l/5M0ADBLE5RPf5baJO3gp/k4uWWN07yC9BCEEYcn5DCm258QqqcYlAvdtA+MkTia+OpUwYsJDF/0cKiqeQE58OOVKMgBG0UF1y+I6d0+ldWCM+CktxAO6GIJVF2+PYlteLNt1p9njS6QP+Of+llkdW9PWQ5qwVRjVKIlkxan3zdkSZNCSHx/i9NpCBe4bekYZx0C5ksIb8no0EcnqRukict6aTLbLqwGIEoMUtf7dbgjxfnU35f3wR8s5DCn+/Nm6jRu2pp3k01S8GTXx5WOsTA5Dp3HcLGUFDjQuvOqrpW+MFBx2yQ1KLClqGa6KF7IiMZRi2QhAjOinuck17lht/WP8SPsEP9I+wW2al9XdIy8hIDqVa267n3svyCMnNpgVCSFsy4tjxbbruO3mW9U2ujmwMiWSw7Ktgi5e9NJYX73o5+joGyBW9APQokSpCWYVnyU/IYTSSWdHSSiYWlwncN8+MO6U+LIGJ5zk3SruwE+nYdXKNRyQMwHIkxrZv/eDWbm5m1qK0QoZgAolSdX3miPrjOGEMMLp0iFu0bzCngXKykyX3FDbTheX8wvjeCnwKmTFNn+7Xfsiv3llF30jE/zyv1U0K9HcZ7mJTaZfcTDyAjanR7p5xCquQk18+Rh+Og0rEhw7N9H0L0q7Y0PvKKmiwx73+yURou7+qXghBQmhFCuO3Ryp7dCsJopzpa1/jAs0H/FJ7Tt8QvOu6jTnRUiS4JZT03njztN45fZTeeqGdXzprCz89ZqZD1axsyo5jENTdL4Cug4ybl6YFsp0zH0Oh6YWJZIEVXtSxUfJiw+hTLElvgYVfyb6WpmwyC45l62S0pH40oapiS9P5Iq1Sbxk3WqP1w9tn1Hb12SxEtq1xx7vl7PIURNfc2K9MYKn9T/mD/ofcq/uWeob6rHK859HHpP4ilSF7RcTg1bDJy+6gL9ZzwAgRIxx49gfWPO9N9gzZY08gj9XbclRNzh9GDXx5YOsSw3n/7R/ZafhS3xk+CKldce3bp0LTb2jpEwmvoYVP4Ij4hb8mSoq7mBFQgglkxVfACmmKjoGTYt+nsH+LgKF7XNblUgS1IovlWVGYVKok8B9AdWLrkskDTpae1qUKOJVHSIVHyU3Ppj/WDdxiukRikxP8YplPVWdQy45V/uUVnigyEUAAEA6SURBVMdOJYyo0JAZjlBxB6uSwygJOwuLYlvOXaL5gL/uqj/pMYebB1ijlNnjPUou64zhrhymz7HOGM4+Ocse55jLFvRs6+tq5Qual7hA+ohU0U6yWvG16JyTH8v7KZ+3yy9crd3BXsNthOAw3YkONnDZ6kR3DVFlCVATXz7IOmM4wYwSL3ptNvLNe7FYF7Yr2Ng9aHfOalRiSYkKWoyhqqgsOSkRAdTpMu1xgVRPcYsLdL76p1aiqAtyleVHiJ+O/vCVNCtR/Me6kWI5bVEF7sfNVkJMDiesViVKdRtW8VlC/HQER8TRrMQAtooEV5mzdPYPE0M/AK1KBPHqdeWRCCE4e30h78pFACSKHnqL36R3ZOKEx3xU3c16qRyAfiUQKSafsAD9kozXV4gJ9qMpsNAer5WqFqTzZeit4P90f+fX+kf5tOZttdXRBQgh+MolW/mFfKX9tUgxxBe1LwEKwQYtj396LYEGrdvGqOJ61MSXD7I2NYJ9crY9zrdWUN6+sF3Bkc4GdMLWotKgxJASoU6CVLwTSRIExmczrNgSUSukxXd2tFhl/MZa7XGb2oKlskxJSU3nFNOjfMl8B6/ImxY18dU2ME6HEs6r1g0cktOpVeLVBbqKT1OQ6Fx5VeKKTRvA3N+CJGytW21KpLpx48FcuS6JF5Sz7PEVbOdve5pO+P7GygNEiGEA9sg5bMyIcvkYfRGtcZP95zVS5bx1vkZMFsJNjo3SBiWWVFVD2SVkxQZz1g338w3tN9hhXYlVEVyt+R9Ffl08e+tG1qaqlY++jpr48kGigw20hxbZ47VS1Yw9/zPR0z/ALjmXdiWceiWO1Ai1/1zFe8lPDKNEMQKQJLppaGpc1M/vGDIRT7c9bkVNfKksT1YlhznFi+ns2No/xntyEV8wf4VLJh7kkH4NQepurYoPM1XDFaDYRRVfTGkhblWiiFMTXx5LVJABv4IL6FJsfxvnSPv4z87Dx9WcMlmsBLTtsse75Vw2qULe8yIvM4N6ORaAlaKWg3Ud89KLbZymodygxKqtji5kS2YUD95zN8NX/pW7M1/mBzkv8MgXr6QoKczdQ1NZAtQZoo+SYMylqzSEaDHIGqmKF+t7uGGLcV6fpSgK7w9E8ebEfUdf4S/qTVnFiylICKVENrJGVFGpJNHRtnAdvKm09Y+RMEUYuEuKJjxANYNQWX5MT3zV94zSNzJBeODCW2ta+8ecYjW5rOLrFCSGkiba+KRmBwWijpfazsIqb0YjLZ4Y84RFJnCsDSYv0VYlgq1q4suj+fSWDP5w5GMkiy7+aj2TEpOO/5Z3ck5+rNP7DjUNkK/U2OM9Si5fTItY6uH6BOuMEexTsjDSgUGYiR6upKn39Dk73jf0jJAuHC37w4HJ+OlUIx1XotNIXFiUwIVFqmnHcmNeFV+//vWvMRqN+Pn5sXHjRnbv3n3S9/f39/PFL36R+Ph4DAYD2dnZvPrqq/MasMrsWGuMYP9ku2OIGKW3/si8P6t7eILRialOXEItw1XxalYkhvCI5XJWmJ7mgomH+WAwir6TaGLMldaBcRKFo+LLEpykusSoLEty4oIxaG1TDQMTJIkuDjb3L8pnt0xLfKntWCq+TkFCCNH0c5v235yqKWa1XEJt1/CinqNjcJxo4WihbFMiiQ9Rk8qezKrkMN6Ju5FvWD7LASULEDy2o/qYCqSPanu423IL55l+wLfNN2KNKVL1veZJelQgFdo8e7xWqmDPPHS+qjqGyRS2CssxRU9AdNoMR6ioqMyXOSe+/va3v3HXXXdx//33s3//flauXMm5555LZ2fncd8/MTHBOeecQ319Pc8//zwVFRU8+eSTJCaqrgmuZF1qhJPjSOJIMW0DYyc54sQ09o44xXqNRGyIusBQ8V4yo4MwaUOYwFGFVdy6eFop0yu+tGHq/U5leaLTSKxMCOJF/X0cMdzMb3U/42Bj/6J8dnPvKBIO45akcHVDRsW3iQwy0Buca48LpPpFfXYBtA+O85T1AgrGn+Ic04/Yq1lFiL/aIOLJCCG4fnOq02sHGvt5q7TD6bWdNT0oSJQrKfzJ+jHWZzhXhKnMHiEE5sQN9nitVMXehrknvmrbezGKdgBqlAQyY0NnOEJFRWW+zDnx9bOf/Yxbb72Vm266ifz8fB5//HECAgJ4+umnj/v+p59+mt7eXl566SW2bt2K0Wjk9NNPZ+XKlQsevMqJyYoJolw3ZSdCVLK3fn46X429o05xUoT/opbVq6gsNVqNRF68s0jw4eZFTHxNqfjqUkKIClMnMirLl8KUSPyZQC+sZIsmyhrbZj5oFox2N1JuuIH/6u/iK9rnSVZNV1SWAWlJcdTI8QDkiUZKm+bvJnc82gbGARgmgColiaCwSLVi2Qu4dHWiUzeGFgs/fb3UrvVV3TnErroep2M2pattjgshKXs1g4rtubNOqmRP3dyvxbH2CjSTRhJVSiKZscGLOkYVFRUHc0p8TUxMsG/fPrZt2+b4AEli27Zt7Ny587jHvPzyy2zevJkvfvGLxMbGUlBQwEMPPYTVaj3u+1UWB0kSGFLWMqHY+sTXSpXzFrhv6B7hv/q7+Jv+Ab6m/Rspqr6Xig+wMsk5GXWocWEGEFNp7h3lT5Zz+LvldF63biAhTK2QVFm+rEoO44CcAYBWyFiaD85LBPgY+hvQCyvpUjvBjKkVXyrLgoKEULs5i0GY6W+cv5TF8WgfUFuIvRGdRuKuc7LRYuFKzQ62679Gds92/r7X5vD4yzdK0CgW+/sD9Bo2Z6jC9gthbVo0++RsimUjr1o30NTVR+8cZDMsVhn//ip7XCUnkR0T5IqhqqioMEdx++7ubqxWK7GxzqWxsbGxlJeXH/eY2tpa/vvf/3Lttdfy6quvUl1dzRe+8AXMZjP333//cY8xmUyYTCZ7PDjoItcaH2elMZaS+jRWi2riRC8l9c3Aijl/Tl9XM+lSO+m0M6oY6FITXyo+QFFSGJuk1/i05m2KRA0/b/ocsH5RPrtlYJy3rZfa4x+Gq5UoKsuXVclh/ErJ5FP8D4D0iQoaekYxRs3fHdhslQkcaeJot3KTEs0GNfGlsgwoSAzhIzmNizW2DWdD1xFkWUFapEr81v5xp1iVtvAeLipK4IO3m/nR8G8B+Ir2BS7713rqe0aIKP8z7xn+w+8t5/Gc9Wxu2FpEsJ9qurMQViSEsJK7GZ1wbOTsre/lYyviZnV8Y+8oRqXJHlcpidyiVnypqLiMeYnbzwVZlomJieG3v/0ta9eu5aqrruJb3/oWjz/++AmPefjhhwkNDbX/l5yc7Oph+iRrUyP4vvlTXGD6PkWmp9jfbmXEZJn5wGlYu2vtP6s2uyq+wsrkUKLp50LNR6RIXaSMldE5OD7zgbOguW9ae7C6IFdZxiSF+1Pv59AlWiVVc2iBAvftA+MkiS573KREq62OKsuCgsRQihWHAHaWtZqGaZIUC6Gnt5fva3/HFzT/YotUTKLqluo1SJLg/AuvYLecA0CG1MYvpZ/y4jv7uVn7GnGij3t0fyHTb4BbT0t382i9H51GYlWKc7vo3jl011R1DtOmRLJLzqVPCaLbP42IRXA8VlFROT5zqviKiopCo9HQ0eEsltjR0UFc3PGz2/Hx8eh0OjQahzVrXl4e7e3tTExMoNcfe4Hfc8893HXXXfZ4cHBQTX7Ng1XJYRwUeVgm+/uRFQ429bM1M2pOn6MfqLP/3KjEsjly/rv0KiqeQnpUENW6bHtcJNVyqHmAc/IXtrs9MGZmaNw5wZykVnypLGOEEAQnFTBSbyBQmFgjVfFEQx+XrJq/6UNT7yhJwmGq06OLJ9RfrV5Q8X1igg20+efApGLISqmWw839pC2ggnIqcl8912q3A/CC9VTMYdcsyueqLA1n5sbyy9y7yav4AsFijNM1h9mj+YL9///PupJtZ52h3i8XiXXGCD6scWinzcXZsbpzmL9az+Kv1rMAhU0JvqG5ZrVaMZvN7h6Gig+h1+uRpIXXa80p8aXX61m7di3bt2/n0ksvBWwVXdu3b+dLX/rScY/ZunUrzz33HLIs2wdcWVlJfHz8cZNeAAaDAYPBMJehqRwHf72GFQkhHJoi2r23vm9Oia/RCQtxpnr7X0qVkshVasWXig8gSYLQhCz6WoMIF8MUSTX8qamPc/IX5nLU0jdGOIOM4ocJPUJAfKia+FJZ3qw2RnGwNpOtmhISRC8NdZVAwbw/r7lvDOOUii/CUlQBbpVlgRCCjOQEamrjyZDayBMNvNrYtaBE8lSkwWb7z81KFKvVii+v4wtXX8Yvfj/E5xu/ToBwSMeMKgae0V/DY1uM7hucj7HeGG7/OY4e6lvGGJuw4q/XnOQoG5UdQ1MiQVZsyAnf6w0oikJ7ezv9/f3uHoqKjyFJEmlpaSfMHc2WOfsT33XXXdxwww2sW7eODRs28MgjjzAyMsJNN90EwPXXX09iYiIPP/wwALfddhu/+tWvuOOOO/jyl79MVVUVDz30ELfffvuCBq4yO9amRjgnvuZotVvVMUy2cEyCqpUkJ9cYFRVvZmVyOEea0zhNc4RoMUhTQzWQO+NxJ6O5b5Tv6P7IJZoP6VJCuUX/I/Ral3eVq6h4NGtSwtmjZLGVEgCCuw8wYrqYQMOcpyEANPWNctpkxVe3EkJUhCrSrLJ8KEoK42BNBhm0YRAWBuoPAKsW/LmjExZCJzrs2nktShQXqIkvr0MjCb5843U88XszVzd9FysSrylbKIm/jK9ffO6877sqx7I6JZxtmv3cq/kTRqmDr5s/y8GmM2dlHFDVMewUZ8d6t7D90aRXTEwMAQEB6maUyqIgyzKtra20tbWRkrKwTc453/muuuoqurq6uO+++2hvb2fVqlW8/vrrdsH7xsZGp1K05ORk3njjDe68806KiopITEzkjjvu4Bvf+Ma8B60ye9YZw9n+4U7Ol3azSSrjmcbLsMob0MxSBLWiY4hTJJvw4oASgH9EEn66mXcxVFS8gaKkMA4r6ZyGzRVL07YfRblgQTfVlv4xVk4uyKPFAAHhsxM5VVHxZVYlh/GkkmOPV1PJoeZ+tmTMrfX+KO09/cQJm5ZKkxKj6nupLCtWJofyF+s6+pRgDssZ7OoKwmyV0WkWtsnS2j9Okui2xy1KlOpK7KXoNBJfuuUW6rquxqrApyMD0C7w70PlWIIMWiIjYzAO2mSANkul7K3vnTHxZZUV6rqczdsyY7xX2N5qtdqTXpGR6kaUyuISHR1Na2srFosFnW7+bdrzSvl/6UtfOmFr444dO455bfPmzXz00UfzOZXKAlmbGs5KUcvdur8CcMSSRmXHEHnxsyunbWhu45PCViVWqSSRHefdZbgqKlMpSgrlX7JD4DXDXElz39iCDBya+8a4YHLh0KGEERMRuuBxqqh4O/56DWOxa2Cy6Dhe9LC/oW/eiS9Td4P95yYlWjWQUFlWrEwK40Z5A2/IG2wvyLa2qRUJC3vetPaPkTilhXjYL4EAvVod5M2kRXt3FZE3EJSxkdH9BgKEiU1SKXfPQuerqXeUzyov8GnD21TJiTxo+TRZsduWYLSu4aimV0CA+ixWWXyOtjhardYFJb7U1L+PExviR0PIanu8USqbk+PIWGux/edKOZnsOO/djVBRmU5SuD/1hiluc6KGg039C/rMjp4+YoTtM5qUGFXYXkVlkhxjMtdO3MOa8ce5zXwn++bwLJqONOCc+EpWrzOVZUR4oJ6UaRs0h6fIWsyXlv4xEqdUfElhi6MbpqLiy6xNj2WvbDNLShC9dDWWY7bKJz2mqnOYLKmFaDHAFk0pfv6BRAV5v7612t6o4goW6+9KTXwtA9KMGdTKtnarVaKaw7Wtsz5W01Nh/7lSSSJXTXyp+BBCCBJT0mlRbGXZK6UaDjR0zXDUybH0ORbkzUoUiWHq7peKCtha7z+QC+nFVjm8r6EP+ajr8BwwWaz8dySVaya+xdfNn+V16wa14ktl2bEyOcwpPrTATRs4WvFlS3x1KmFEh6kVyyoqM7HOGM5Hcp49Xms5wO66k1d9HWnuZ6WoAWBM0WOIyXDpGFVUVNTE17JgrTGCXZM3ZL2wYqrfNavj+kYm+NdIIbdN3MEjlsv5SM4jO1ZNfKn4FmtTwzkgZwEQIEz01h5c0OdpBprsP6sVXyoqDtamhjvFg+MWarqGT/DuE9PaP86gEshOeQX/sJ7BESWdJFXjS2WZsTIpFFCIp4fzpN101pcu+DPbeweInaxYtul7qdeVispMxAT70Rp9ij0+W9rPW6UdJz2msrqSZMm20XpIyaAodX5t/yoqc+XGG2/k0ksvtcdnnHEGX/nKVxb0mYvxGUuBmvhaBqxLDbcnvgAyRg/SMTg+43GVHUN0Es5r8kYesVxBnWTEqDo6qvgYa1LDed56Gt8xX8/Fpu/xemc4YxPWeX3WsMlC+ESbPW5WotXEl4rKJPGh/iSEOgtlz6fdsal31CkO9dcR4jd/zQcVFW9kZXIYl0gfsNPvyzyuf4Scvh2MTlgW9JkTvY6NmxYlikQ18aWiMisyCjbTqkQAsEUq5d3iehTl+BXNJosVQ9see7xXzmZjWsSSjFPlWG688UaEEMf8d95559nfc+jQIS6++GJiYmLw8/PDaDRy1VVX0dlpM7Oqr69HCEFMTAxDQ0NOn79q1Sq+853vLOWvNCdefPFFvve9783qvTt27EAIQX9///+3d+dxVVb5H8A/z73AZd93kEV2VFBBEVNxzSUb0xqtSK2cllErMye131jmVDijbbaojaXZmEvN6JRtQ5YkLqgo7rIJgrIpyib7fc7vj5uPXVkEQi7C5/163dfL89xznvu9xgnv957zPW2+hyEx8dUNBLpY4YRxmNKOUR3H3ozLzYzQSSvUn7h+zpY8EYa6nHBPW+xBP2zQjsNx4YdqWY3jF0radK+LV6vg+ZvCwLnCid+YE/1GhI89xqoO4jWjj7HN5FUczipu9T0uXK3Sa/NER+qOerlbI1XyUdphUgZO5ZU1PaAF8stqsF17Fw7KQTgl+8CDX9wQtciY3q74SaurqayR6uBfcajJ+Xj8Qin6irNKO1kEIsKbiS9DGjduHPLz8/UemzdvBgBcunQJo0aNgr29PX744QecOXMG69evh7u7O65du6Z3n/LycqxcufK2x1tbW9tu97K3t4eV1e/b0dUe9+gIzGJ0A2qVBN+e/jgj9wAAhEnncPBk2i3HnS3QT3wFufBkGOp6LDRGCHHT/591ck7bim5fuFqpl/iqNPeAqbH6d8VH1JVEetthijoRjxjtwkBVKi6dO9rqe+ReuYZH1PEYrDoJJ5TAk3X0qBsyNzGC2ikI5UKXnIpQpePo+VufJtcUrSxwtNwWz9fNwdTaV7Ba+wd+cUPUQkEuVjhmEa20R6mONrnd8WDWFUSobnwOu+YYARuzrrVqWZYFiitqDPZobf1QjUYDV1dXvYedna48w969e1FaWop169ahX79+8PX1xYgRI/D222/D19dX7z7PPPMM3nrrLWUlWEssXboUffv2xdq1a9GjRw+Ym5tj6tSpKC29cWDJ9e2Jr7/+Otzd3REUFAQAyM3NxdSpU2Frawt7e3tMmjQJ2dnZyjitVov58+fD1tYWDg4OePHFFxusRLx5m2JNTQ0WLlyIHj16QKPRwN/fHx9//DGys7MxYsQIAICdnR0kScKjjz7a6D2uXr2KGTNmwM7ODubm5hg/fjzS09OV5zds2ABbW1v88MMPCAkJgaWlpZJ8vJ14RnE3MTLYBQnpfRGiyoVKEpDO7UKddjiMm1nBVXIxHfeojiJNeCJLuPJER+qyIrzscPLijW/mjrTxtLkLV6sQ/mviSyskGNt5tkt8RF3FoJ4O2CKHYKz6MADAt+Iocq9Uood9y5NXl/PPY4XxegDAz9pw7HdYe1tiJerswr0dcLTYH8PUJ+AslSA78ywQ49+me12uqEGdVv8DkbutaRO9iei3JEmCXegoVB35BwQkaCEh/nQhnh8T2KBvSuZFPCXpDkJKlT0R6ufV0eHedlcraxHx2o8Ge/3kv46GQzudkunq6or6+nps374dDzzwQLMnDD700EOIj4/HsmXL8P7777f4NTIyMrBt2zZ8/fXXKCsrw6xZszB79mxs2rRJ6bNr1y5YW1sjPj4eAFBXV4exY8ciOjoae/bsgZGREV577TWMGzcOx48fh4mJCd58801s2LABn3zyCUJCQvDmm29i+/btGDlyZJOxzJgxA/v378eqVasQHh6OrKwsXL58GT169MC///1v3H///UhNTYW1tTXMzBr/cuTRRx9Feno6vvrqK1hbW2PhwoWYMGECTp8+DWNjXZK3srISK1euxGeffQaVSoVHHnkECxYs0HvP7Y0rvrqJkcHO+FnbV2kP0h5ptraKEALul/fgA5NViNe8iGnq3QhiYXvqovp720GDWgyQzuJp9VeoyT7YZG2G5lwsqcKjtQtxb81reLJuPlzsrG9DtER3rgBnS5zR3Nh6P0h1Bkm3OP3qZqLoxhaRNOGJAGeuRqbuKcLLDkdEgNKWLhxq0+8uoOEWYhO1Co4W7fPBkag7GNnHG3+sfRn9atbipfoncDq/DOk3lY2p18rQ5hyCkSQDAJJZ36tT2LlzJywtLfUeb7zxBgBg0KBBeOmll/Dwww/D0dER48ePx4oVK1BY2HBFnyRJWL58OT766CNkZma2+PWrq6uxceNG9O3bF8OGDcN7772HLVu2oKCgQOljYWGBdevWoVevXujVqxe2bt0KWZaxbt069OnTByEhIVi/fj1ycnKwe/duAMA777yDxYsXY8qUKQgJCcGaNWtgY9P0ab1paWnYtm0bPvnkE0yePBk9e/bEqFGjMG3aNKjVatjb635WnZ2d4erq2ui9rie81q1bh6FDhyI8PBybNm3CxYsXsWPHDqVfXV0d1qxZg8jISPTv3x9z587Frl27Wvx31hZMfHUTrjamqHSJwH+0Q7Cg7im8VvcIfj7b9DLMvNJqhGlvnBB0SvZBEFd8URcV4W2H4apj+EKzDIuMt2Bw3X6cu3zt1gNvcuFqJUpghROiJ3bJEfC04xYsot9SqSTY+/ZDibAAAAxUnUFS5qVbjLqhuk4L64oMpZ0hPHjaMHVbEd52SJZvrCgJrD2F3CtVzYxoWl5JFSTIStvd1hQqVdMrG4hIX6S3HfLNg1EDE+Xahn3Zen1O55chUHtjy9chOQgDmPgyuBEjRiAlJUXv8fTTTyvPv/766ygoKMCaNWvQq1cvrFmzBsHBwThx4kSDe40dOxZDhgzBkiVLWvz6Xl5e8PDwUNrR0dGQZRmpqanKtT59+sDE5MbP1rFjx5CRkQErKyslWWdvb4/q6mpkZmaitLQU+fn5iIqKUsYYGRkhMjKyyThSUlKgVqsRExPT4thvdubMGRgZGem9roODA4KCgnDmzBnlmrm5Ofz8/JS2m5tbq7aItgUTX93I8FB3zK+bjS+1MbgEW+xqJvG1P+MyBql0P5zlwgzZmgCe7kNdloetGXIseint/qp0JGe3frvjuUv6yTIW3SZqKMrPCYfkYACAvVSBwsyUFo/NvFQBf1xU2umyJ/y54ou6KW8Hc+SYhUAWugRVhCodh9tY5yuvpAo/m7yAfZq5+Nh4Bet7EbWSkVqFaQN66F37z5GLKK2sU9q/pF3CGu29GFHzJv5S9yQu2A2EYzttyaO2s7CwgL+/v97j+uqm6xwcHPDHP/4RK1euxJkzZ+Du7t5kIfvly5dj69atOHq09XVMm4vxtyoqKhAREdEgYZeWloaHH364Ta/R1NbF2+H6lsfrJElq84rllmKNr25kRLAz3vvpN9+UF1Ugp7gSXg4NV6WknzqMByRdUb1DchAGBjg3u6eZ6E4mSRJ8fXrifKozvFVF6Ctl4D+Z+Zh60z9gmqOVRYNVYn5O/EBOdLNBPR2wTQ7BGHUyAMCn4ihyr0xrUZ2v9MIK+KtuJL4qbfxgoeE/Zah7kiQJQd6eSM3wRIiUixDpPP597iKm9G99fcmCq+XwkC7DWNKiRLJi4ouoDaZHe2PtL+eglQVsUAHX+ivYejgHTw7zQ3WdFhv2nQcgIUu4IUvrhof9u159LwCwMzdB8l9HG/T1bycTExP4+fk1ONXxuoEDB2LKlClYtGhRi+6Xk5ODvLw8uLu7AwAOHDgAlUqlFLFvTP/+/bF161Y4OzvD2rrx0ipubm5ISkrCsGHDAAD19fVITk5G//79G+3fp08fyLKMhIQEjB7d8L/f9RVnWq22ybhCQkJQX1+PpKQkDB48GABQXFyM1NRUhIaGNjmuI/Bfi91IuKctHCxMUHztxhGoO0/kYfZw/UKoQgiozicq7f1yKIYGOHZYnESGEOXrgANnQuGtKoJGqkdF5n4IMaDFCd/cK5UYKR+At7oQGcId++VerD1E1Ailztevu6qu1/lqSeIrraAMw6ULAIA8YQ9PV5fbGSpRpxfhbYcjaYEIUeVCLQlUZh0EEHXLcTerupQFY0n3YSZLuDDxRdQGbjZmmBhqj7vOvoE/qPchU7jjyb2BmBHtgy+SL+ByRY1e/2mRLf+C9U6iUkntVly+I9TU1OjV0wJ02wIdHR2xc+dObNmyBQ8++CACAwMhhMDXX3+Nb7/9FuvXr2/ynq+//jp69eoFI6Nbp1tMTU0xc+ZMrFy5EmVlZXj22WcxdepUuLq6NjkmNjYWK1aswKRJk7Bs2TJ4enri/Pnz+M9//oMXX3wRnp6eeO6557B8+XIEBAQgODgYb731FkpKSpq8p4+PD2bOnInHH39cKW5//vx5FBUVYerUqfD29oYkSdi5cycmTJgAMzMzWFrqf9YJCAjApEmT8MQTT2Dt2rWwsrLCokWL4OHhgUmTJt3y7+J24lbHbkStkjA6xAUqyBiiOoF3jd/H8QO7GiwrPFtQjt51x5W2LvHl1NHhEnWowX4OOCCHKO2AqhTkXKls8fiMogpMVidisfFmfGzyJnzNKu+oX/pEHUWlkmDr2w9lQpfoilKdwYGMltX5KsjPha2k+4Y1Q/ZAgAuTy9S9RfrYIVkOQLUwRpIcjNyrVSirrrv1wJtIl2/UHcoSbvB1ZI1KoraYMTQQgapcmEp16KU6D5ey45i96QiW7UiBBjcWHwzxd0R4D1vDBUqK77//Hm5ubnqPIUOGAABCQ0Nhbm6OF154AX379sWgQYOwbds2rFu3DtOnT2/ynoGBgXj88cdRXV19y9f39/fHlClTMGHCBNx9990ICwvDhx9+2OwYc3Nz/PLLL/Dy8lKK18+aNQvV1dXKCrAXXngB06dPx8yZMxEdHQ0rKytMnjy52fuuXr0aDzzwAGbPno3g4GA88cQTyso2Dw8PvPrqq1i0aBFcXFwwd+7cRu+xfv16REREYOLEiYiOjoYQAt9++22D7Y0dTRK3ezNlOygrK4ONjQ1KS0ubXMpHLZN8/go2rl2Bd010k2lT/Sj4PvYRBvvdWNG17pcMTN41HA5SOUqFOe4124iEhaO51ZG6NCEEJr62Bd9odcUsD8ghyJ64DQ8ObNky9DUJmRiz6x74qfJRLYwxw3UHtv15yO0MmeiO9em+bLh/9xjGqI8AAB4xWoGNLz1xy2Laz8Wtwrs1uoKxH9ePh92UlW3a1kXUVVTXaRG5dCdqtEDdrxs5Nj4+EMMCW/6FZU29FiuXPoP/M9IdIz+/9mnM/PNifignagMhBN5761U8W/42ACBDdseU2qUYozqCl4w3YbN2JD6tvxvv/mkcBvt3jR011dXVyMrKgq+vL0xNTQ0dzh1l6dKl2LFjB1JSUgwdSqfV3M9Xa/JEXPHVzfT3ssM5hxhcE7qVKPeq9+PfBzL0+mSdToaDpDt+96AcgrsCXZj0oi5PkiT09A9Gjqz7sNBPysDB9LwWj88quApvSXe08TnhDj8XJumJmhIT6IR/a4fh/fpJeKDmZeyvcMXJvNJmx1TVamFTceN48HSe6EgEU2M1gjydlKQXABzObl2B+/PFlfDFjd9354Q7ejpZNDOCiJoiSRLGPzgHmUJ3Sp+/Kg9bTV7D/xn/Cw5SOeYa/RcjXasR7edg4EiJuhcmvroZSZJwX1QQvpN19R+spUrIZ3bi6q91v2rqtTDP06/vNcSf2xype4ju6YADsq7wokaqw7VzSS0+YeRaQTqMJF3RogzhDn9nfiAnaoqPowXS7EdgZf00HBbB0EKNXWeaP8Y6o6gC1TDGWbkHaoUaGcKDB0gQAYj0ttNr7z9X3Krx5y5VwE+Vr7TLLX1gZWrYLSlEd7IADydcmfQZioXuS9AQVQ7spQoAwBHZHxPG/4GLCog6GBNf3dCUfh7YIWKUdqzqB6zeravt8GXyBfxYF45vtQMBAPtFLwzmNxLUTUTfVOcrqPo4Mi9V3HKcEAJGV9KUdobsAX8Wtidq1shgZ732T2ebT3ylFZZjm3YExtX+HSE1G1BsGwYzE/XtDJHojvDblSMSZJzLuYDK2voWj8+8dA2+kq6w8yVhDWcnHhpB9HsN6B+B40NWo0boksj1QoV9mqEonvgJYoKcbzGauoulS5dym2MH4amO3ZCdhQkcQkfg3Nl/oqeqAJGqNGzftw4/+CzEP75PRalww+y6eQiovwDrHr1hZ3F7j4Ql6ix8HMyRZdkXOdVOOCCH4qjwh1Nm8S1XbxWW1cCj/gLw6xfkmcId05j4ImrWyBBnrEvMUtonLpaiqKwaztaN1wdJKyxX/qyFGn4utrc7RKI7wgAfe9iqqhCnXoMo1RmkyP44lD0CMS2s83UhvxDOUgkAXWF7P2ducyRqDyPGTESB9/e4lrEXtuETMdjDz9AhEXVbTHx1U3NGBeJvpx/DelUcAGCx0ed46F89US08AegSXenCE5vuDjJglEQdS5Ik+PqFYNjRd5VrmrRLmB7t0+y4jKIK+KsuKu2LRj3gbsPinkTNGeBjDyuNERxqczFcdQxG0OLn1D6YNqDxAyVurgEWyBMdiQAAFhoj+Hm6IaIwHfZSBQaoUvFhRmGLE1+1RTdWLJ+T3biFmKgduQZGAoGRhg6DqNvjVsduKtDFClFj/ojN9SMAAJZSNb7W/BUDVKlKn4lhbriri5w2QtRSN5+ElZhxGVW12mbHpBeVw1/SJb60QoLayZ+1G4huwVitwogAW3xj8hKWGm/E00ZfY9fpgkb7VtVqcTy7EMCNmnthnjYdFClR5zfY31HZqm8lVeFy6oEWjRNCYPdVR/yh5m+YVzsbX2qHoScTX0RE1MUw8dWNPTG0J753n4M8Yd/gOQsTNf56T6gBoiIyrOFBTlCrbiStqutk7M243OyYzMIy+Em6wsC5whnezg3nFBE1FBPigb1ybwCAo1SG8vS9uPLrYSu/dSCrGH+T1iBR8xxWGK2Bg6qiyxwDT9QedDUqb/y7zbH4EEqr6m457lJFDYprVDgu/LBDHoLDIhh+PNGRiIi6GCa+ujG1SsJrD96FF02WYGv9cHyljcYlofsGfcnEULhyqxZ1Q7bmJsoJWTaowHhVEn5sYhXKdTmFxfhOHoAUuSeOCT/4sb4XUYuMDnFBPKKU9r1IwPajFxv025N6CdGq0/CULmOCOgn+nm6w5qlzRIr+XnY4LPVS2oOk0ziYdeWW4zKLrum1TY1VcLcxa/f4iIiIDIk1vrq5HvbmWLtgBg5mTURReTWm1mgR7mmDSB+uWKHua0yoC0blvodZ6m+hlgQePOsNWQ6DStVw+2JtvYzD+bX4pW62cu0jJr6IWsTG3BgIuRcVqZ/AUqrGRPUBxB7MwON3+ehtF85KTYHLr8W3D8nBGBzoZqCIiTonU2M1HL1CUXjRFi5SCQaoUvFW2kWMCW3+hMabTy72dbRs9HcdERHRnYwrvggWGiOMCHbGtAFemDXEl0kv6vZGhbjgonCEWtLVE+pXdRDHL5Y22vf4hRJU3lQDjHOIqOUmDwzEd9qBAABrqQo+l3cjJbdEeT6vpAoeJYeU9n45FMMCuc2R6GaD/R3xizYMAGAu1eDq6Z8ghGh2zLmicsxSf4NRqmR4SkXc5khEdIeSJAk7duwwdBidFhNfREQ38XW0QKbtYKU9Qn0U8U1sd9yXWazXDna1gr2FyW2Nj6grGdTTAYkWY5T2FPUebDmYq7T3pF/CINVppX3SJAxhnrYdGSLRHWFksAt2yf2VdljlAZwtKG92TFlBJpYYb8LHJm9iqdGnPNGRiLoNSZKafSxdutTQIVI7YuKLiKgRvXqHI1PWbaeKkNKw58hJaOWG35wnp1+AM64q7cF+XIlC1BoqlYSAgWNxQejmzjDVcew7egypv35g//5EHqJ/TXyVCXPY+w/QO4CCiHRC3KyQaTUQtUINABilPor4U03XqJRlAZP8G6spj8usUUlE3Ud+fr7yeOedd2Btba13bcGCBUpfIQTq6+sNGC39Xkx8ERE14p4+bvhW1hXdVksCgyp+xJ70S3p9quu0sLqYgIOmc7Db5HlMUB3AYD8HQ4RLdEd7INIb2+VhAHTzbYHqc7z45TF8fSwPVhlfwUHSJcGS5GAMCWy+ZhFRdyVJEob09lFOd5QgcPDU2Sb7pxaWo1fdjdWUh0WgcrgLEVFX5+rqqjxsbGwgSZLSPnv2LKysrPDdd98hIiICGo0GiYmJePTRR3Hffffp3WfevHkYPny40pZlGXFxcfD19YWZmRnCw8Px5ZdfNhnHSy+9hKioqAbXw8PDsWzZMgDAoUOHMGbMGDg6OsLGxgYxMTE4cuRIk/fcvXs3JElCSUmJci0lJQWSJCE7O1u5lpiYiKFDh8LMzAw9evTAs88+i2vXrjW8YRfAxBcRUSP6eNjgmMMEpT1VnYDPD5zX63Pk/FVECN2HBh9VIWokDQb2ZH0votZytTGFGPgUrgrdapNQ6TwyL+Rj4eb9WGy8Wem33WgcxvVmYXuipowJdcHK+qkYXxOHu2pWITFfjbySqkb7HjhXjAhVGgCgXqhw2aY33G15oiMR0XWLFi3C8uXLcebMGYSFhbVoTFxcHDZu3Ig1a9bg1KlTeP755/HII48gISGh0f6xsbE4ePAgMjMzlWunTp3C8ePH8fDDDwMAysvLMXPmTCQmJuLAgQMICAjAhAkTUF7e/Hb25mRmZmLcuHG4//77cfz4cWzduhWJiYmYO3dum+/ZmfFURyKiRkiShBGDByHpm2BEqc7CX5WH4rR9KCzrAxdrUwC6+l7jVbpv02Uhocp1AKxNjQ0ZNtEd68lxA/D2qT9BXZ6Hf2onog5GWGC0FW7SFQDAj9p+GHv/I7Ax4xwjaspAH3ucNw1GaVWdci3+dCFmDvZp0PdE+nnMlC4AAE4Lb4T39OyoMImou9j3PrD/g1v3cwsHHt6if+3zB4H8Y7ceGz0HGHx7kjXLli3DmDFjbt3xVzU1NXjjjTfw448/Ijo6GgDQs2dPJCYmYu3atYiJiWkwplevXggPD8fnn3+OJUuWAAA2bdqEqKgo+Pv7AwBGjhypN+ajjz6Cra0tEhISMHHixDa9t7i4OMTGxmLevHkAgICAAKxatQoxMTFYvXo1TE1N23TfzoorvoiImvCHcHd8heFK+35pN7YeulF0+0haNkKkHADAGeGFMH/vjg6RqMswNVZjzIPPYbV8H+p+/V4uSQ5BpuyGGmGEn32exx/C3Q0cJVHnZqRWYVSws961r4/lNegnywJ1OUlQ/Xp6cbIciKie3KpPRO2sphwoz7v1o/Jyw7GVl1s2tqbtq55uJTIyslX9MzIyUFlZiTFjxsDS0lJ5bNy4UW9F181iY2Px+eefA9DVE9u8eTNiY2OV5wsLC/HEE08gICAANjY2sLa2RkVFBXJyctr2xgAcO3YMGzZs0Itz7NixkGUZWVlZbb5vZ8UVX0RETbAyNYZRn8m4dnI9LKQaTFTvx/CEM5jczwPpReXwK/gWKmPdh4aDcjDrexH9TpE+9lhwdxBW/i8VQgB75DCMq/07YizO442pYyFJLGpPdCt393LFf45eVNqZ58/jdF5vhLpbK9fSiyoQVHtK+SRwWA7CIl9u1SeidqaxAqxa8KWVeSOHQ5k7tmysxqr1cbWQhYWFXlulUkEI/cOu6upurLCtqKgAAHzzzTfw8PDQ66fRaJp8nYceeggLFy7EkSNHUFVVhdzcXEybNk15fubMmSguLsa7774Lb29vaDQaREdHo7a2ttH7qVS69U2/jfW3cV6P9amnnsKzzz7bYLyXl1eTsd6pmPgiImrGHweHYOexaNylPonFdX/CFVmNRz5OglRbiS+Mtiv9ftaMxEP80ED0u80Z4Y/J/TxwKPsKTl4shVqlwvTou+Fs1bWW3BPdLiODneFkpcHoym8Rq94FW6kCH+4PwRv391X6JGUVI/LX+l4AcMEqDD3szQ0QLRF1aYPntn0b4s1bHzsBJycnnDx5Uu9aSkoKjI11ZRhCQ0Oh0WiQk5PT6LbGpnh6eiImJgabNm1CVVUVxowZA2fnG6t39+7diw8//BATJujqD+fm5uLy5UZWyf0mTkB3cqWdnZ0S52/1798fp0+fVrZTdnVMfBERNaO3hw22934er6YUoxK6D97niysxW/1fOBmXAgC+0Q7EpHsnwtRYbchQiboMd1szTOrrgUl9PW7dmYj0mBip8PBAL/T75TB6q7IBAIUpP6B0fC/YmOs+nB3OLMQfJd22m1zZCX5+AYYKl4jojjFy5EisWLECGzduRHR0NP71r3/h5MmT6NevHwDAysoKCxYswPPPPw9ZljFkyBCUlpZi7969sLa2xsyZM5u8d2xsLF555RXU1tbi7bff1nsuICAAn332GSIjI1FWVoa//OUvMDNr+jASf39/9OjRA0uXLsXrr7+OtLQ0vPnmm3p9Fi5ciEGDBmHu3Ln405/+BAsLC5w+fRrx8fF4//33f8ffUufEGl9ERLcw7767YGd744h3Z1zFi8ZbAQBaIeE7p1mY3I8f0ImIqHN4OMoL2+QbxZCn4Ed8kayrUVlYVo0DqRewWTsSx+SeOCCHYJAvt+oTEd3K2LFjsWTJErz44osYMGAAysvLMWPGDL0+f/vb37BkyRLExcUhJCQE48aNwzfffANfX99m7/3AAw+guLgYlZWVuO+++/Se+/jjj3H16lX0798f06dPx7PPPqu3IuxmxsbG2Lx5M86ePYuwsDD8/e9/x2uvvabXJywsDAkJCUhLS8PQoUPRr18/vPzyy3B375r1VCVx8ybVTqisrAw2NjYoLS2FtbX1rQcQEbWzfZmX8fA/kwAA7riMfaa6/fBbtcMR+tRG9PG0MWR4REREep7ZdBAvpz0AJ6kUdUKNSdK7WPvs/fhwdwY2H7xxUItKEti7aBTcbJpePUBE1JTq6mpkZWXB19e3y50ESIbX3M9Xa/JEXPFFRNQCg/0c8frk3rC3MIFGqkOZMEOK3BP1Mf/HpBcREXU60wf7Y6t2OADAWNLiVXkVYv6xSy/pBQDTBngx6UVERF0aa3wREbVQbJQ3Hh7ohbKqehRVPAhfKw36mhkbOiwiIqIGBvraY0vwk8hJ2wcv1SUMUKVhidFn2KkdhGQRBAAwM1Zj3uhAA0dKRER0e3HFFxFRK0iSBBtzY/g7W8KGSS8iIurEXn0gCissXoBWSACAx4x+wJ+NvoKfdBEA8MRQX7hYc2sSERF1bUx8ERERERF1QVamxpg9IxYfiUnKtdHqo4g3eREjLHPxZIyfAaMjIiLqGG1KfH3wwQfw8fGBqakpoqKicPDgwRaN27JlCyRJanBKARERERERtb8QN2v0n7ECa22ew6eah7DO8ims8X4L//fkI7DUsOoJERF1fa3+bbd161bMnz8fa9asQVRUFN555x2MHTsWqampzR6pmZ2djQULFmDo0KG/K2AiIiIiImq5KH9nRD2/zNBhEFEXJsuyoUOgLkgI0S73kUQr7xQVFYUBAwbg/fffB6D7Ae/RoweeeeYZLFq0qNExWq0Ww4YNw+OPP449e/agpKQEO3bsaPFrtuaYSiIiIiIiIiK6/WRZRnp6OtRqNZycnGBiYgJJkgwdFnUBQghcunQJlZWVCAgIgFqt1nu+NXmiVq34qq2tRXJyMhYvXqxcU6lUGD16NPbv39/kuGXLlsHZ2RmzZs3Cnj17WvOSRERERERERNQJqVQq+Pr6Ij8/H3l5eYYOh7oYSZLg6enZIOnVWq1KfF2+fBlarRYuLi56111cXHD27NlGxyQmJuLjjz9GSkpKi1+npqYGNTU1SrusrKw1YRIRERERERFRBzAxMYGXlxfq6+uh1WoNHQ51IcbGxr876QW0ocZXa5SXl2P69On45z//CUdHxxaPi4uLw6uvvnobIyMiIiIiIiKi9iBJEoyNjWFsbGzoUIgaaFXiy9HREWq1GoWFhXrXCwsL4erq2qB/ZmYmsrOzce+99yrXrhe9MzIyQmpqKvz8Gh6jvHjxYsyfP19pl5WVoUePHq0JlYiIiIiIiIiIurlWJb5MTEwQERGBXbt24b777gOgS2Tt2rULc+fObdA/ODgYJ06c0Lv217/+FeXl5Xj33XebTGZpNBpoNJrWhEZERERERERERKSn1Vsd58+fj5kzZyIyMhIDBw7EO++8g2vXruGxxx4DAMyYMQMeHh6Ii4uDqakpevfurTfe1tYWABpcJyIiIiIiIiIiak+tTnxNmzYNly5dwssvv4yCggL07dsX33//vVLwPicnByqVql2DFEIAYJF7IiIiIiIiIqLu7np+6Hq+qDmSaEkvA7tw4QJrfBERERERERERkSI3Nxeenp7N9rkjEl+yLCMvLw9WVlaQJMnQ4bSL6wX7c3NzYW1tbehwiO5YnEtE7Yfziaj9cD4RtR/OJ6L20ZXmkhAC5eXlcHd3v+Wuw1ZvdTQElUp1ywzencra2vqO/4Ej6gw4l4jaD+cTUfvhfCJqP5xPRO2jq8wlGxubFvVr32JcREREREREREREnQQTX0RERERERERE1CUx8WUgGo0Gr7zyCjQajaFDIbqjcS4RtR/OJ6L2w/lE1H44n4jaR3edS3dEcXsiIiIiIiIiIqLW4oovIiIiIiIiIiLqkpj4IiIiIiIiIiKiLomJLyIiIiIiIiIi6pKY+CIiIiIiIiIioi6JiS8D+OCDD+Dj4wNTU1NERUXh4MGDhg6JqNP55ZdfcO+998Ld3R2SJGHHjh16zwsh8PLLL8PNzQ1mZmYYPXo00tPT9fpcuXIFsbGxsLa2hq2tLWbNmoWKiooOfBdEhhcXF4cBAwbAysoKzs7OuO+++5CamqrXp7q6GnPmzIGDgwMsLS1x//33o7CwUK9PTk4O7rnnHpibm8PZ2Rl/+ctfUF9f35FvhcjgVq9ejbCwMFhbW8Pa2hrR0dH47rvvlOc5l4jaZvny5ZAkCfPmzVOucT4RtczSpUshSZLeIzg4WHmec4mJrw63detWzJ8/H6+88gqOHDmC8PBwjB07FkVFRYYOjahTuXbtGsLDw/HBBx80+vw//vEPrFq1CmvWrEFSUhIsLCwwduxYVFdXK31iY2Nx6tQpxMfHY+fOnfjll1/w5JNPdtRbIOoUEhISMGfOHBw4cADx8fGoq6vD3XffjWvXril9nn/+eXz99df44osvkJCQgLy8PEyZMkV5XqvV4p577kFtbS327duHTz/9FBs2bMDLL79siLdEZDCenp5Yvnw5kpOTcfjwYYwcORKTJk3CqVOnAHAuEbXFoUOHsHbtWoSFheld53wiarlevXohPz9feSQmJirPcS4BENShBg4cKObMmaO0tVqtcHd3F3FxcQaMiqhzAyC2b9+utGVZFq6urmLFihXKtZKSEqHRaMTmzZuFEEKcPn1aABCHDh1S+nz33XdCkiRx8eLFDoudqLMpKioSAERCQoIQQjd3jI2NxRdffKH0OXPmjAAg9u/fL4QQ4ttvvxUqlUoUFBQofVavXi2sra1FTU1Nx74Bok7Gzs5OrFu3jnOJqA3Ky8tFQECAiI+PFzExMeK5554TQvB3E1FrvPLKKyI8PLzR5ziXdLjiqwPV1tYiOTkZo0ePVq6pVCqMHj0a+/fvN2BkRHeWrKwsFBQU6M0lGxsbREVFKXNp//79sLW1RWRkpNJn9OjRUKlUSEpK6vCYiTqL0tJSAIC9vT0AIDk5GXV1dXrzKTg4GF5eXnrzqU+fPnBxcVH6jB07FmVlZcpKF6LuRqvVYsuWLbh27Rqio6M5l4jaYM6cObjnnnv05g3A301ErZWeng53d3f07NkTsbGxyMnJAcC5dJ2RoQPoTi5fvgytVqv3AwUALi4uOHv2rIGiIrrzFBQUAECjc+n6cwUFBXB2dtZ73sjICPb29kofou5GlmXMmzcPd911F3r37g1AN1dMTExga2ur1/fm+dTYfLv+HFF3cuLECURHR6O6uhqWlpbYvn07QkNDkZKSwrlE1ApbtmzBkSNHcOjQoQbP8XcTUctFRUVhw4YNCAoKQn5+Pl599VUMHToUJ0+e5Fz6FRNfRERE3cScOXNw8uRJvboPRNQ6QUFBSElJQWlpKb788kvMnDkTCQkJhg6L6I6Sm5uL5557DvHx8TA1NTV0OER3tPHjxyt/DgsLQ1RUFLy9vbFt2zaYmZkZMLLOg1sdO5CjoyPUanWDExQKCwvh6upqoKiI7jzX50tzc8nV1bXBoRH19fW4cuUK5xt1S3PnzsXOnTvx888/w9PTU7nu6uqK2tpalJSU6PW/eT41Nt+uP0fUnZiYmMDf3x8RERGIi4tDeHg43n33Xc4lolZITk5GUVER+vfvDyMjIxgZGSEhIQGrVq2CkZERXFxcOJ+I2sjW1haBgYHIyMjg76ZfMfHVgUxMTBAREYFdu3Yp12RZxq5duxAdHW3AyIjuLL6+vnB1ddWbS2VlZUhKSlLmUnR0NEpKSpCcnKz0+emnnyDLMqKiojo8ZiJDEUJg7ty52L59O3766Sf4+vrqPR8REQFjY2O9+ZSamoqcnBy9+XTixAm9ZHJ8fDysra0RGhraMW+EqJOSZRk1NTWcS0StMGrUKJw4cQIpKSnKIzIyErGxscqfOZ+I2qaiogKZmZlwc3Pj76brDF1dv7vZsmWL0Gg0YsOGDeL06dPiySefFLa2tnonKBCR7pSfo0ePiqNHjwoA4q233hJHjx4V58+fF0IIsXz5cmFrayv++9//iuPHj4tJkyYJX19fUVVVpdxj3Lhxol+/fiIpKUkkJiaKgIAA8dBDDxnqLREZxJ///GdhY2Mjdu/eLfLz85VHZWWl0ufpp58WXl5e4qeffhKHDx8W0dHRIjo6Wnm+vr5e9O7dW9x9990iJSVFfP/998LJyUksXrzYEG+JyGAWLVokEhISRFZWljh+/LhYtGiRkCRJ/O9//xNCcC4R/R6/PdVRCM4nopZ64YUXxO7du0VWVpbYu3evGD16tHB0dBRFRUVCCM4lIYRg4ssA3nvvPeHl5SVMTEzEwIEDxYEDBwwdElGn8/PPPwsADR4zZ84UQgghy7JYsmSJcHFxERqNRowaNUqkpqbq3aO4uFg89NBDwtLSUlhbW4vHHntMlJeXG+DdEBlOY/MIgFi/fr3Sp6qqSsyePVvY2dkJc3NzMXnyZJGfn693n+zsbDF+/HhhZmYmHB0dxQsvvCDq6uo6+N0QGdbjjz8uvL29hYmJiXBychKjRo1Skl5CcC4R/R43J744n4haZtq0acLNzU2YmJgIDw8PMW3aNJGRkaE8z7kkhCSEEIZZa0ZERERERERERHT7sMYXERERERERERF1SUx8ERERERERERFRl8TEFxERERERERERdUlMfBERERERERERUZfExBcREREREREREXVJTHwREREREREREVGXxMQXERERERERERF1SUx8ERERERERERFRl8TEFxERERERERERdUlMfBERERERERERUZfExBcREREREREREXVJTHwREREREREREVGX9P+eM4BmQ/n5RAAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -1702,10 +1733,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:29.672455Z", - "iopub.status.busy": "2026-06-19T06:18:29.672307Z", - "iopub.status.idle": "2026-06-19T06:18:29.674996Z", - "shell.execute_reply": "2026-06-19T06:18:29.674271Z" + "iopub.execute_input": "2026-07-08T14:29:49.892739Z", + "iopub.status.busy": "2026-07-08T14:29:49.892583Z", + "iopub.status.idle": "2026-07-08T14:29:49.895445Z", + "shell.execute_reply": "2026-07-08T14:29:49.894603Z" } }, "outputs": [], @@ -1724,10 +1755,10 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:29.676777Z", - "iopub.status.busy": "2026-06-19T06:18:29.676627Z", - "iopub.status.idle": "2026-06-19T06:18:29.861114Z", - "shell.execute_reply": "2026-06-19T06:18:29.860007Z" + "iopub.execute_input": "2026-07-08T14:29:49.897239Z", + "iopub.status.busy": "2026-07-08T14:29:49.897103Z", + "iopub.status.idle": "2026-07-08T14:29:50.088437Z", + "shell.execute_reply": "2026-07-08T14:29:50.087543Z" } }, "outputs": [ @@ -1735,7 +1766,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/mnt/d/codes/projects/BrainPy/.claude/worktrees/notebooks-fix/brainpy/dynsys.py:474: UserWarning: \n", + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/docs-nb-gpu/brainpy/dynsys.py:474: UserWarning: \n", "From brainpy>=2.4.3, update() function no longer needs to receive a global shared argument.\n", "\n", "Instead of using:\n", @@ -1775,20 +1806,22 @@ }, "collapsed": false, "execution": { - "iopub.execute_input": "2026-06-19T06:18:29.862873Z", - "iopub.status.busy": "2026-06-19T06:18:29.862723Z", - "iopub.status.idle": "2026-06-19T06:18:29.872053Z", - "shell.execute_reply": "2026-06-19T06:18:29.871171Z" + "iopub.execute_input": "2026-07-08T14:29:50.090091Z", + "iopub.status.busy": "2026-07-08T14:29:50.089910Z", + "iopub.status.idle": "2026-07-08T14:29:50.176250Z", + "shell.execute_reply": "2026-07-08T14:29:50.175324Z" } }, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_76030/1500110517.py:5: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " plt.show()\n" - ] + "data": { + "image/png": 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"_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } } }, "version_major": 2, diff --git a/docs/tutorial_training/offline_training.ipynb b/docs/tutorial_training/offline_training.ipynb index 623168d9c..bb8c6d1a0 100644 --- a/docs/tutorial_training/offline_training.ipynb +++ b/docs/tutorial_training/offline_training.ipynb @@ -14,37 +14,50 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:09.281449Z", "start_time": "2025-10-06T05:20:09.273092Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:29:58.488385Z", + "iopub.status.busy": "2026-07-08T14:29:58.488235Z", + "iopub.status.idle": "2026-07-08T14:30:02.594343Z", + "shell.execute_reply": "2026-07-08T14:30:02.593523Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "import brainpy_datasets as bd\n", - "import matplotlib.pyplot as plt\n", - "\n", - "bm.set_environment(x64=True, mode=bm.batching_mode)\n", - "bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, - "execution_count": 9, + "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 9 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "import brainpy_datasets as bd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "bm.set_environment(x64=True, mode=bm.batching_mode)\n", + "bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -84,13 +97,21 @@ }, { "cell_type": "code", + "execution_count": 2, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:09.336799Z", "start_time": "2025-10-06T05:20:09.331533Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:02.596061Z", + "iopub.status.busy": "2026-07-08T14:30:02.595803Z", + "iopub.status.idle": "2026-07-08T14:30:02.598988Z", + "shell.execute_reply": "2026-07-08T14:30:02.598203Z" } }, + "outputs": [], "source": [ "def get_subset(data, start, end):\n", " res = {'x': data.xs[start: end],\n", @@ -99,83 +120,105 @@ " res = bm.hstack([res['x'], res['y'], res['z']])\n", " # Training data must have batch size, here the batch is 1\n", " return res.reshape((1, ) + res.shape)" - ], - "outputs": [], - "execution_count": 10 + ] }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:09.346130Z", "start_time": "2025-10-06T05:20:09.342125Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:02.600541Z", + "iopub.status.busy": "2026-07-08T14:30:02.600412Z", + "iopub.status.idle": "2026-07-08T14:30:02.603085Z", + "shell.execute_reply": "2026-07-08T14:30:02.602353Z" } }, + "outputs": [], "source": [ "dt = 0.01\n", "t_warmup, t_train, t_test = 5., 100., 50. # ms\n", "num_warmup, num_train, num_test = int(t_warmup/dt), int(t_train/dt), int(t_test/dt)" - ], - "outputs": [], - "execution_count": 11 + ] }, { "cell_type": "code", + "execution_count": 4, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:09.481123Z", "start_time": "2025-10-06T05:20:09.378217Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:02.604400Z", + "iopub.status.busy": "2026-07-08T14:30:02.604266Z", + "iopub.status.idle": "2026-07-08T14:30:03.040444Z", + "shell.execute_reply": "2026-07-08T14:30:03.039541Z" } }, + "outputs": [], "source": [ "lorenz_series = bd.chaos.LorenzEq(t_warmup + t_train + t_test,\n", " dt=dt,\n", " inits={'x': 17.67715816276679,\n", " 'y': 12.931379185960404,\n", " 'z': 43.91404334248268})" - ], - "outputs": [], - "execution_count": 12 + ] }, { "cell_type": "code", + "execution_count": 5, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:09.494445Z", "start_time": "2025-10-06T05:20:09.487974Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:03.042062Z", + "iopub.status.busy": "2026-07-08T14:30:03.041918Z", + "iopub.status.idle": "2026-07-08T14:30:03.201172Z", + "shell.execute_reply": "2026-07-08T14:30:03.200489Z" } }, + "outputs": [], "source": [ "X_warmup = get_subset(lorenz_series, 0, num_warmup - 5)\n", "X_train = get_subset(lorenz_series, num_warmup - 5, num_warmup + num_train - 5)\n", "X_test = get_subset(lorenz_series,\n", " num_warmup + num_train - 5,\n", " num_warmup + num_train + num_test - 5)" - ], - "outputs": [], - "execution_count": 13 + ] }, { "cell_type": "code", + "execution_count": 6, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:09.515606Z", "start_time": "2025-10-06T05:20:09.509256Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:03.203493Z", + "iopub.status.busy": "2026-07-08T14:30:03.203339Z", + "iopub.status.idle": "2026-07-08T14:30:03.207954Z", + "shell.execute_reply": "2026-07-08T14:30:03.206987Z" } }, + "outputs": [], "source": [ "# out target data is the activity ahead of 5 time steps\n", "Y_train = get_subset(lorenz_series, num_warmup, num_warmup + num_train)\n", "Y_test = get_subset(lorenz_series,\n", " num_warmup + num_train,\n", " num_warmup + num_train + num_test)" - ], - "outputs": [], - "execution_count": 14 + ] }, { "cell_type": "markdown", @@ -188,13 +231,21 @@ }, { "cell_type": "code", + "execution_count": 7, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:09.527046Z", "start_time": "2025-10-06T05:20:09.521304Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:03.209375Z", + "iopub.status.busy": "2026-07-08T14:30:03.209251Z", + "iopub.status.idle": "2026-07-08T14:30:03.214611Z", + "shell.execute_reply": "2026-07-08T14:30:03.213909Z" } }, + "outputs": [], "source": [ "class ESN(bp.DynamicalSystemNS):\n", " def __init__(self, num_in, num_hidden, num_out):\n", @@ -210,24 +261,28 @@ "\n", " def update(self, x):\n", " return x >> self.r >> self.o" - ], - "outputs": [], - "execution_count": 15 + ] }, { "cell_type": "code", + "execution_count": 8, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:12.027747Z", "start_time": "2025-10-06T05:20:09.534732Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:03.216250Z", + "iopub.status.busy": "2026-07-08T14:30:03.216032Z", + "iopub.status.idle": "2026-07-08T14:30:04.532478Z", + "shell.execute_reply": "2026-07-08T14:30:04.531607Z" } }, + "outputs": [], "source": [ "model = ESN(3, 100, 3)" - ], - "outputs": [], - "execution_count": 16 + ] }, { "cell_type": "markdown", @@ -240,115 +295,132 @@ }, { "cell_type": "code", + "execution_count": 9, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:12.102332Z", "start_time": "2025-10-06T05:20:12.098010Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:04.534041Z", + "iopub.status.busy": "2026-07-08T14:30:04.533892Z", + "iopub.status.idle": "2026-07-08T14:30:04.537003Z", + "shell.execute_reply": "2026-07-08T14:30:04.536215Z" } }, + "outputs": [], "source": [ "trainer = bp.OfflineTrainer(model, fit_method=bp.algorithms.RidgeRegression(1e-7), dt=dt)" - ], - "outputs": [], - "execution_count": 17 + ] }, { "cell_type": "code", + "execution_count": 10, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:12.374203Z", "start_time": "2025-10-06T05:20:12.195991Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:04.538377Z", + "iopub.status.busy": "2026-07-08T14:30:04.538249Z", + "iopub.status.idle": "2026-07-08T14:30:04.665642Z", + "shell.execute_reply": "2026-07-08T14:30:04.664740Z" } }, - "source": [ - "# first warmup the reservoir\n", - "\n", - "_ = trainer.predict(X_warmup)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/495 [00:00" - ], - "image/png": 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+ ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 21 + "source": [ + "# finally, predict the model with the test data\n", + "\n", + "outputs = trainer.predict(X_test)\n", + "print('Prediction NMS: ', bp.losses.mean_squared_error(outputs, Y_test))\n", + "plot_lorenz(bm.as_numpy(Y_test).squeeze(), bm.as_numpy(outputs).squeeze())" + ] }, { "cell_type": "markdown", @@ -448,107 +518,98 @@ }, { "cell_type": "code", + "execution_count": 14, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:16.564808Z", "start_time": "2025-10-06T05:20:13.857395Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:05.331538Z", + "iopub.status.busy": "2026-07-08T14:30:05.331261Z", + "iopub.status.idle": "2026-07-08T14:30:06.589928Z", + "shell.execute_reply": "2026-07-08T14:30:06.588877Z" } }, - "source": [ - "model = ESN(3, 100, 3)\n", - "model.reset(1)\n", - "trainer = bp.OfflineTrainer(model, fit_method=bp.algorithms.LinearRegression())\n", - "\n", - "_ = trainer.predict(X_warmup)\n", - "_ = trainer.fit([X_train, Y_train])\n", - "outputs = trainer.predict(X_test)\n", - "plot_lorenz(bm.as_numpy(Y_test).squeeze(), bm.as_numpy(outputs).squeeze())" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/495 [00:00" - ], - "image/png": 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" + ] }, "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "output_type": "display_data" } ], - "execution_count": 22 + "source": [ + "model = ESN(3, 100, 3)\n", + "model.reset(1)\n", + "trainer = bp.OfflineTrainer(model, fit_method=bp.algorithms.LinearRegression())\n", + "\n", + "_ = trainer.predict(X_warmup)\n", + "_ = trainer.fit([X_train, Y_train])\n", + "outputs = trainer.predict(X_test)\n", + "plot_lorenz(bm.as_numpy(Y_test).squeeze(), bm.as_numpy(outputs).squeeze())" + ] }, { "cell_type": "markdown", @@ -581,13 +642,21 @@ }, { "cell_type": "code", + "execution_count": 15, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:16.783593Z", "start_time": "2025-10-06T05:20:16.636414Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:06.591587Z", + "iopub.status.busy": "2026-07-08T14:30:06.591436Z", + "iopub.status.idle": "2026-07-08T14:30:06.809581Z", + "shell.execute_reply": "2026-07-08T14:30:06.808652Z" } }, + "outputs": [], "source": [ "from sklearn.linear_model import Lasso\n", "\n", @@ -601,118 +670,107 @@ " y = bm.as_numpy(y[0])\n", " x_new = self.model.fit(x, y).coef_.T\n", " return bm.expand_dims(bm.asarray(x_new), 1)" - ], - "outputs": [], - "execution_count": 23 + ] }, { "cell_type": "code", + "execution_count": 16, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:20.833696Z", "start_time": "2025-10-06T05:20:16.795081Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:06.811417Z", + "iopub.status.busy": "2026-07-08T14:30:06.811145Z", + "iopub.status.idle": "2026-07-08T14:30:08.427382Z", + "shell.execute_reply": "2026-07-08T14:30:08.426490Z" } }, - "source": [ - "model = ESN(3, 100, 3)\n", - "model.reset_state(1)\n", - "\n", - "# note here scikit-learn algorithms does not support JAX jit,\n", - "# therefore the \"jit\" of the \"fit\" phase is set to be False.\n", - "trainer = bp.OfflineTrainer(model,\n", - " fit_method=bp.algorithms.LinearRegression(),\n", - " jit={'fit': False})\n", - "\n", - "_ = trainer.predict(X_warmup)\n", - "_ = trainer.fit([X_train, Y_train])\n", - "outputs = trainer.predict(X_test)\n", - "plot_lorenz(bm.as_numpy(Y_test).squeeze(), bm.as_numpy(outputs).squeeze())" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/495 [00:00" - ], - "image/png": 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null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + } + }, + "version_major": 2, + "version_minor": 0 + } } }, "nbformat": 4, diff --git a/docs/tutorial_training/online_training.ipynb b/docs/tutorial_training/online_training.ipynb index 49b76d8d7..e402c20d4 100644 --- a/docs/tutorial_training/online_training.ipynb +++ b/docs/tutorial_training/online_training.ipynb @@ -14,37 +14,50 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:31.636537Z", "start_time": "2025-10-06T05:20:31.630681Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:16.274921Z", + "iopub.status.busy": "2026-07-08T14:30:16.274784Z", + "iopub.status.idle": "2026-07-08T14:30:19.744378Z", + "shell.execute_reply": "2026-07-08T14:30:19.743689Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "import matplotlib.pyplot as plt\n", - "import brainpy_datasets as bd\n", - "\n", - "bm.set_environment(x64=True, mode=bm.batching_mode)\n", - "bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, { "data": { "text/plain": [ - "'3.0.0'" + "'2.8.0'" ] }, - "execution_count": 14, + "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 14 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "import matplotlib.pyplot as plt\n", + "import brainpy_datasets as bd\n", + "\n", + "bm.set_environment(x64=True, mode=bm.batching_mode)\n", + "bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -84,13 +97,21 @@ }, { "cell_type": "code", + "execution_count": 2, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:31.674742Z", "start_time": "2025-10-06T05:20:31.669108Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:19.746291Z", + "iopub.status.busy": "2026-07-08T14:30:19.746037Z", + "iopub.status.idle": "2026-07-08T14:30:19.748982Z", + "shell.execute_reply": "2026-07-08T14:30:19.748239Z" } }, + "outputs": [], "source": [ "def get_subset(data, start, end):\n", " res = {'x': data.xs[start: end],\n", @@ -99,83 +120,105 @@ " res = bm.hstack([res['x'], res['y'], res['z']])\n", " # Training data must have batch size, here the batch is 1\n", " return res.reshape((1, ) + res.shape)" - ], - "outputs": [], - "execution_count": 15 + ] }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:31.687220Z", "start_time": "2025-10-06T05:20:31.682234Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:19.750484Z", + "iopub.status.busy": "2026-07-08T14:30:19.750358Z", + "iopub.status.idle": "2026-07-08T14:30:19.752954Z", + "shell.execute_reply": "2026-07-08T14:30:19.752178Z" } }, + "outputs": [], "source": [ "dt = 0.01\n", "t_warmup, t_train, t_test = 5., 100., 50. # ms\n", "num_warmup, num_train, num_test = int(t_warmup/dt), int(t_train/dt), int(t_test/dt)" - ], - "outputs": [], - "execution_count": 16 + ] }, { "cell_type": "code", + "execution_count": 4, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:31.792957Z", "start_time": "2025-10-06T05:20:31.692179Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:19.754442Z", + "iopub.status.busy": "2026-07-08T14:30:19.754307Z", + "iopub.status.idle": "2026-07-08T14:30:20.185780Z", + "shell.execute_reply": "2026-07-08T14:30:20.184836Z" } }, + "outputs": [], "source": [ "lorenz_series = bd.chaos.LorenzEq(t_warmup + t_train + t_test,\n", " dt=dt,\n", " inits={'x': 17.67715816276679,\n", " 'y': 12.931379185960404,\n", " 'z': 43.91404334248268})" - ], - "outputs": [], - "execution_count": 17 + ] }, { "cell_type": "code", + "execution_count": 5, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:31.809709Z", "start_time": "2025-10-06T05:20:31.802437Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:20.187526Z", + "iopub.status.busy": "2026-07-08T14:30:20.187376Z", + "iopub.status.idle": "2026-07-08T14:30:20.350035Z", + "shell.execute_reply": "2026-07-08T14:30:20.349066Z" } }, + "outputs": [], "source": [ "X_warmup = get_subset(lorenz_series, 0, num_warmup - 5)\n", "X_train = get_subset(lorenz_series, num_warmup - 5, num_warmup + num_train - 5)\n", "X_test = get_subset(lorenz_series,\n", " num_warmup + num_train - 5,\n", " num_warmup + num_train + num_test - 5)" - ], - "outputs": [], - "execution_count": 18 + ] }, { "cell_type": "code", + "execution_count": 6, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:31.823351Z", "start_time": "2025-10-06T05:20:31.817501Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:20.351892Z", + "iopub.status.busy": "2026-07-08T14:30:20.351740Z", + "iopub.status.idle": "2026-07-08T14:30:20.356143Z", + "shell.execute_reply": "2026-07-08T14:30:20.355319Z" } }, + "outputs": [], "source": [ "# out target data is the activity ahead of 5 time steps\n", "Y_train = get_subset(lorenz_series, num_warmup, num_warmup + num_train)\n", "Y_test = get_subset(lorenz_series,\n", " num_warmup + num_train,\n", " num_warmup + num_train + num_test)" - ], - "outputs": [], - "execution_count": 19 + ] }, { "cell_type": "markdown", @@ -188,13 +231,21 @@ }, { "cell_type": "code", + "execution_count": 7, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:31.841723Z", "start_time": "2025-10-06T05:20:31.836973Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:20.357623Z", + "iopub.status.busy": "2026-07-08T14:30:20.357493Z", + "iopub.status.idle": "2026-07-08T14:30:20.363770Z", + "shell.execute_reply": "2026-07-08T14:30:20.362484Z" } }, + "outputs": [], "source": [ "class NGRC(bp.DynamicalSystemNS):\n", " def __init__(self, num_in):\n", @@ -204,25 +255,29 @@ "\n", " def update(self, x):\n", " return x >> self.r >> self.o" - ], - "outputs": [], - "execution_count": 20 + ] }, { "cell_type": "code", + "execution_count": 8, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:32.098833Z", "start_time": "2025-10-06T05:20:31.860231Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:20.365613Z", + "iopub.status.busy": "2026-07-08T14:30:20.365474Z", + "iopub.status.idle": "2026-07-08T14:30:20.640775Z", + "shell.execute_reply": "2026-07-08T14:30:20.639923Z" } }, + "outputs": [], "source": [ "model = NGRC(3)\n", "model.reset(1)" - ], - "outputs": [], - "execution_count": 21 + ] }, { "cell_type": "markdown", @@ -235,98 +290,118 @@ }, { "cell_type": "code", + "execution_count": 9, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:32.112070Z", "start_time": "2025-10-06T05:20:32.105318Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:20.642641Z", + "iopub.status.busy": "2026-07-08T14:30:20.642493Z", + "iopub.status.idle": "2026-07-08T14:30:20.805778Z", + "shell.execute_reply": "2026-07-08T14:30:20.805117Z" } }, + "outputs": [], "source": [ "trainer = bp.OnlineTrainer(model, fit_method=bp.algorithms.RLS(), dt=dt)" - ], - "outputs": [], - "execution_count": 22 + ] }, { "cell_type": "code", + "execution_count": 10, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:20:32.315090Z", "start_time": "2025-10-06T05:20:32.119775Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-07-08T14:30:20.807491Z", + "iopub.status.busy": "2026-07-08T14:30:20.807345Z", + "iopub.status.idle": "2026-07-08T14:30:20.948251Z", + "shell.execute_reply": "2026-07-08T14:30:20.947409Z" } }, - "source": [ - "# first warmup the reservoir\n", - "\n", - "_ = trainer.predict(X_warmup)" - ], "outputs": [ { "data": { - "text/plain": [ - " 0%| | 0/495 [00:00" - ], - "image/png": 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Subject: [PATCH 2/2] brainpy: fix clear_buffer/pmap runtime bugs; drive package-wide mypy to zero Runtime fixes (surfaced while re-executing the docs notebooks): - math/environment.py: clear_buffer_memory() now resets JAX's runtime effect-token registry after deleting live device buffers, so a later ordered io_callback no longer crashes with "deleted or donated buffer". - running/jax_multiprocessing.py: jax_parallelize_map now routes through brainstate.transform.pmap2 (state-aware) instead of raw jax.pmap, and pulls each chunk's outputs to host before concatenation. This fixes a TraceContextError when the mapped function builds a stateful model (random init writes to a State) and a device-placement failure on the trailing partial chunk sharded on a subset of devices. Added co-located regression tests for both modules. Typing: - Drove `mypy brainpy/` from 1568 errors to 0 across 123 files. These are annotation-only changes with no runtime behavior change: implicit-Optional defaults promoted to Optional[T], missing var-annotations added, Optional values narrowed with asserts/guards, TypeVar-as-attribute annotations widened, and a small number of targeted `# type: ignore[code]` where the offending annotation lives in a third-party package. The curated CI mypy subset remains green. --- brainpy/__init__.py | 2 +- brainpy/algorithms/offline.py | 31 ++-- brainpy/algorithms/online.py | 2 +- brainpy/analysis/highdim/slow_points.py | 56 +++--- brainpy/analysis/lowdim/lowdim_bifurcation.py | 23 +-- brainpy/analysis/utils/others.py | 2 +- brainpy/check.py | 44 ++--- brainpy/checkpoints.py | 6 +- brainpy/connect/base.py | 6 +- brainpy/connect/random_conn.py | 2 +- brainpy/connect/regular_conn.py | 2 +- brainpy/context.py | 4 +- brainpy/delay.py | 57 ++++--- brainpy/dnn/conv.py | 54 +++--- brainpy/dnn/function.py | 8 +- brainpy/dnn/interoperation_flax.py | 15 +- brainpy/dnn/linear.py | 105 ++++++------ brainpy/dnn/normalization.py | 28 +-- brainpy/dnn/pooling.py | 38 ++--- brainpy/dnn/pooling_layers_test.py | 2 +- brainpy/dyn/channels/calcium.py | 28 +-- .../channels/hyperpolarization_activated.py | 4 +- brainpy/dyn/channels/leaky.py | 10 +- brainpy/dyn/channels/potassium.py | 160 +++++++++--------- brainpy/dyn/channels/potassium_calcium.py | 6 +- .../channels/potassium_calcium_compatible.py | 9 +- brainpy/dyn/channels/potassium_compatible.py | 52 +++--- brainpy/dyn/channels/sodium.py | 28 +-- brainpy/dyn/channels/sodium_compatible.py | 22 +-- brainpy/dyn/ions/calcium.py | 12 +- brainpy/dyn/neurons/base.py | 11 +- brainpy/dyn/neurons/hh.py | 28 +-- brainpy/dyn/neurons/lif.py | 74 +++++--- brainpy/dyn/others/common.py | 11 +- brainpy/dyn/others/input.py | 6 +- brainpy/dyn/others/noise.py | 6 +- brainpy/dyn/projections/align_post.py | 32 +++- brainpy/dyn/projections/align_pre.py | 24 +-- brainpy/dyn/projections/conn.py | 2 +- brainpy/dyn/projections/delta.py | 13 +- brainpy/dyn/projections/plasticity.py | 38 ++++- brainpy/dyn/projections/vanilla.py | 19 ++- brainpy/dyn/rates/nvar.py | 21 ++- brainpy/dyn/rates/populations.py | 67 +++++--- brainpy/dyn/rates/reservoir.py | 23 +-- brainpy/dyn/rates/rnncells.py | 45 ++--- brainpy/dyn/synapses/abstract_models.py | 7 + brainpy/dyn/synapses/bio_models.py | 7 +- brainpy/dyn/synapses/delay_couplings.py | 39 +++-- .../dynold/experimental/abstract_synapses.py | 30 ++-- brainpy/dynold/experimental/base.py | 24 ++- brainpy/dynold/experimental/others.py | 4 +- brainpy/dynold/experimental/syn_outs.py | 18 +- brainpy/dynold/experimental/syn_plasticity.py | 17 +- brainpy/dynold/neurons/biological_models.py | 35 ++-- brainpy/dynold/neurons/fractional_models.py | 20 ++- brainpy/dynold/neurons/reduced_models.py | 78 ++++----- brainpy/dynold/synapses/abstract_models.py | 82 +++++---- brainpy/dynold/synapses/base.py | 29 ++-- brainpy/dynold/synapses/biological_models.py | 55 +++--- brainpy/dynold/synapses/compat.py | 30 ++-- brainpy/dynold/synapses/gap_junction.py | 4 +- brainpy/dynold/synapses/learning_rules.py | 29 ++-- brainpy/dynold/synouts/conductances.py | 15 +- brainpy/dynold/synouts/ions.py | 12 +- .../dynold/synplast/short_term_plasticity.py | 18 +- brainpy/dynsys.py | 27 +-- brainpy/encoding/stateful_encoding.py | 18 +- brainpy/encoding/stateless_encoding.py | 6 +- brainpy/helpers.py | 2 +- brainpy/initialize/generic.py | 38 +++-- brainpy/initialize/random_inits.py | 17 +- brainpy/integrators/base.py | 6 +- brainpy/integrators/fde/Caputo.py | 14 +- brainpy/integrators/fde/GL.py | 8 +- brainpy/integrators/fde/base.py | 8 +- brainpy/integrators/fde/generic.py | 8 +- brainpy/integrators/ode/adaptive_rk.py | 8 +- brainpy/integrators/ode/base.py | 12 +- brainpy/integrators/ode/explicit_rk.py | 6 +- brainpy/integrators/ode/generic.py | 10 +- brainpy/integrators/runner.py | 42 ++--- brainpy/integrators/sde/base.py | 15 +- brainpy/integrators/sde/generic.py | 16 +- brainpy/integrators/sde/normal.py | 40 ++--- brainpy/losses/base.py | 6 +- brainpy/math/__init__.py | 2 +- brainpy/math/activations.py | 4 +- brainpy/math/compat_pytorch.py | 56 +++--- brainpy/math/defaults.py | 64 +++---- brainpy/math/delayvars.py | 44 ++--- brainpy/math/environment.py | 98 ++++++----- brainpy/math/environment_test.py | 44 +++++ brainpy/math/event/csr_matmat.py | 6 +- brainpy/math/event/csr_matvec.py | 6 +- brainpy/math/jitconn/event_matvec.py | 20 +-- brainpy/math/jitconn/matvec.py | 20 +-- brainpy/math/modes.py | 2 +- brainpy/math/numpy_ops_test.py | 12 +- brainpy/math/object_transform/base.py | 28 +-- brainpy/math/object_transform/collectors.py | 2 +- brainpy/math/object_transform/controls.py | 4 +- brainpy/math/object_transform/function.py | 35 ++-- brainpy/math/object_transform/jit.py | 6 +- brainpy/math/object_transform/naming.py | 7 +- brainpy/math/object_transform/variables.py | 23 +-- brainpy/math/others.py | 14 +- brainpy/math/sparse/coo_mv.py | 2 +- brainpy/mixin.py | 8 +- brainpy/mixin_test.py | 15 +- brainpy/optim/optimizer.py | 37 ++-- brainpy/optim/scheduler.py | 4 +- brainpy/runners.py | 12 +- brainpy/running/jax_multiprocessing.py | 30 +++- brainpy/running/jax_multiprocessing_test.py | 48 ++++++ brainpy/running/native_multiprocessing.py | 10 +- brainpy/running/pathos_multiprocessing.py | 4 +- brainpy/running/runner.py | 11 +- brainpy/state/__init__.py | 2 +- brainpy/train/back_propagation.py | 52 +++--- brainpy/train/base.py | 10 +- brainpy/train/offline.py | 28 +-- brainpy/train/online.py | 26 +-- brainpy/transform.py | 14 +- 124 files changed, 1655 insertions(+), 1253 deletions(-) diff --git a/brainpy/__init__.py b/brainpy/__init__.py index 12fc49705..93553d470 100644 --- a/brainpy/__init__.py +++ b/brainpy/__init__.py @@ -86,7 +86,7 @@ ) NeuGroup = NeuGroupNS = dyn.NeuDyn -dyn.DynamicalSystem = DynamicalSystem +setattr(dyn, 'DynamicalSystem', DynamicalSystem) # common tools from brainpy.context import (share as share) diff --git a/brainpy/algorithms/offline.py b/brainpy/algorithms/offline.py index 9e36a3eb3..ddfe0849a 100644 --- a/brainpy/algorithms/offline.py +++ b/brainpy/algorithms/offline.py @@ -14,6 +14,7 @@ # limitations under the License. # ============================================================================== import warnings +from typing import Any, Dict, Optional import jax.numpy as jnp import numpy as np @@ -48,7 +49,7 @@ 'register_offline_method', ] -name2func = dict() +name2func: Dict[str, Any] = dict() class OfflineAlgorithm(BrainPyObject): @@ -78,7 +79,7 @@ def __call__(self, targets, inputs, outputs=None): """ return self.call(targets, inputs, outputs) - def call(self, targets, inputs, outputs=None) -> ArrayType: + def call(self, targets, inputs, outputs=None): """The training procedure. Parameters @@ -132,10 +133,10 @@ class RegressionAlgorithm(OfflineAlgorithm): def __init__( self, - max_iter: int = None, - learning_rate: float = None, - regularizer: Regularization = None, - name: str = None + max_iter: Optional[int] = None, + learning_rate: Optional[float] = None, + regularizer: Optional[Regularization] = None, + name: Optional[str] = None ): super(RegressionAlgorithm, self).__init__(name=name) self.max_iter = max_iter @@ -192,7 +193,7 @@ class LinearRegression(RegressionAlgorithm): def __init__( self, - name: str = None, + name: Optional[str] = None, # parameters for using gradient descent max_iter: int = 1000, @@ -248,8 +249,8 @@ class RidgeRegression(RegressionAlgorithm): def __init__( self, alpha: float = 1e-7, - beta: float = None, - name: str = None, + beta: Optional[float] = None, + name: Optional[str] = None, # parameters for using gradient descent max_iter: int = 1000, @@ -321,7 +322,7 @@ def __init__( alpha: float = 1.0, degree: int = 2, add_bias: bool = False, - name: str = None, + name: Optional[str] = None, # parameters for using gradient descent max_iter: int = 1000, @@ -378,7 +379,7 @@ def __init__( learning_rate: float = .1, gradient_descent: bool = True, max_iter: int = 4000, - name: str = None, + name: Optional[str] = None, ): super(LogisticRegression, self).__init__(name=name, max_iter=max_iter, @@ -386,7 +387,7 @@ def __init__( self.gradient_descent = gradient_descent self.sigmoid = Sigmoid() - def call(self, targets, inputs, outputs=None) -> ArrayType: + def call(self, targets, inputs, outputs=None): # prepare data inputs = _check_data_2d_atls(bm.as_jax(inputs)) targets = _check_data_2d_atls(bm.as_jax(targets)) @@ -437,7 +438,7 @@ class PolynomialRegression(LinearRegression): def __init__( self, degree: int = 2, - name: str = None, + name: Optional[str] = None, add_bias: bool = False, # parameters for using gradient descent @@ -472,7 +473,7 @@ def __init__( self, alpha: float = 1.0, degree: int = 2, - name: str = None, + name: Optional[str] = None, add_bias: bool = False, # parameters for using gradient descent @@ -528,7 +529,7 @@ def __init__( alpha: float = 1.0, degree: int = 2, l1_ratio: float = 0.5, - name: str = None, + name: Optional[str] = None, add_bias: bool = False, # parameters for using gradient descent diff --git a/brainpy/algorithms/online.py b/brainpy/algorithms/online.py index 26bf3b0ca..fb3398215 100644 --- a/brainpy/algorithms/online.py +++ b/brainpy/algorithms/online.py @@ -33,7 +33,7 @@ 'register_online_method', ] -name2func = dict() +name2func: "dict[str, type[OnlineAlgorithm] | OnlineAlgorithm]" = dict() class OnlineAlgorithm(BrainPyObject): diff --git a/brainpy/analysis/highdim/slow_points.py b/brainpy/analysis/highdim/slow_points.py index e398e965d..a33bc51fb 100644 --- a/brainpy/analysis/highdim/slow_points.py +++ b/brainpy/analysis/highdim/slow_points.py @@ -17,7 +17,7 @@ import math import time import warnings -from typing import Callable, Union, Dict, Sequence, Tuple +from typing import Callable, Union, Dict, Sequence, Tuple, Optional, Any, cast import jax import jax.numpy as jnp @@ -124,21 +124,21 @@ class SlowPointFinder(base.DSAnalyzer): def __init__( self, f_cell: Union[Callable, DynamicalSystem], - f_type: str = None, - f_loss: Callable = None, + f_type: Optional[str] = None, + f_loss: Optional[Callable] = None, verbose: bool = True, args: Tuple = (), # parameters for `f_cell` is DynamicalSystem instance - inputs: Sequence = None, - t: float = None, - dt: float = None, - target_vars: Dict[str, bm.Variable] = None, - excluded_vars: Union[Sequence[bm.Variable], Dict[str, bm.Variable]] = None, + inputs: Optional[Sequence] = None, + t: Optional[float] = None, + dt: Optional[float] = None, + target_vars: Optional[Dict[str, bm.Variable]] = None, + excluded_vars: Optional[Union[Sequence[bm.Variable], Dict[str, bm.Variable]]] = None, # deprecated - f_loss_batch: Callable = None, - fun_inputs: Callable = None, + f_loss_batch: Optional[Callable] = None, + fun_inputs: Optional[Callable] = None, ): super().__init__() @@ -149,7 +149,7 @@ def __init__( # update function if target_vars is None: - self.target_vars = bm.ArrayCollector() + self.target_vars: bm.ArrayCollector = bm.ArrayCollector() else: if not isinstance(target_vars, dict): raise TypeError(f'"target_vars" must be a dict but we got {type(target_vars)}') @@ -181,14 +181,14 @@ def __init__( else: self.target_vars = all_vars if len(excluded_vars): - excluded_vars = [id(v) for v in excluded_vars] + excluded_ids = [id(v) for v in excluded_vars] for key, val in tuple(self.target_vars.items()): - if id(val) in excluded_vars: + if id(val) in excluded_ids: self.target_vars.pop(key) # input function if callable(inputs): - self._inputs = inputs + self._inputs: Any = inputs else: if inputs is None: self._inputs = None @@ -258,13 +258,13 @@ def __init__( self.f_loss = f_loss # essential variables - self._losses = None - self._fixed_points = None - self._selected_ids = None - self._opt_losses = None + self._losses: Any = None + self._fixed_points: Any = None + self._selected_ids: Any = None + self._opt_losses: Any = None # functions - self._opt_functions = dict() + self._opt_functions: Dict[str, Any] = dict() @property def opt_losses(self) -> np.ndarray: @@ -315,7 +315,7 @@ def find_fps_with_gd_method( tolerance: Union[float, Dict[str, float]] = 1e-5, num_batch: int = 100, num_opt: int = 10000, - optimizer: optim.Optimizer = None, + optimizer: Optional[optim.Optimizer] = None, ): """Optimize fixed points with gradient descent methods. @@ -456,9 +456,9 @@ def find_fps_with_opt_solver( indices = [0] for v in candidates.values(): indices.append(v.shape[1]) - indices = np.cumsum(indices) + offsets = np.cumsum(indices) keys = tuple(candidates.keys()) - self._fixed_points = {key: fixed_points[:, indices[i]: indices[i + 1]] + self._fixed_points = {key: fixed_points[:, offsets[i]: offsets[i + 1]] for i, key in enumerate(keys)} else: self._fixed_points = fixed_points @@ -538,7 +538,9 @@ def exclude_outliers(self, tolerance: float = 1e0): return # Compute pairwise distances between all fixed points. - distances = np.asarray(utils.euclidean_distance_jax(self.fixed_points, num_fps)) + # ``fixed_points`` property returns ndarray-or-dict; the outlier path + # operates on the array branch, so narrow it for the distance helper. + distances = np.asarray(utils.euclidean_distance_jax(cast(jnp.ndarray, self.fixed_points), num_fps)) # Find the second smallest element in each column of the pairwise distance matrix. # This corresponds to the closest neighbor for each fixed point. @@ -597,7 +599,9 @@ def compute_jacobians( else: raise ValueError('Only support points of 1D: (num_feature,) or 2D: (num_point, num_feature)') if isinstance(points, dict) and stack_dict_var: - points = jnp.hstack(tuple(points.values())) + # ``points`` is a constrained-TypeVar param; stacking a dict yields a + # concrete jax.Array that mypy cannot reconcile with every constraint. + points = jnp.hstack(tuple(points.values())) # type: ignore[assignment, arg-type] # get Jacobian matrix jacobian = self._get_f_jocabian(stack_dict_var)(points) @@ -761,8 +765,8 @@ def call_opt(x): def _generate_ds_cell_function( self, target, - t: float = None, - dt: float = None, + t: Optional[float] = None, + dt: Optional[float] = None, ): if dt is None: dt = bm.get_dt() if t is None: t = 0. diff --git a/brainpy/analysis/lowdim/lowdim_bifurcation.py b/brainpy/analysis/lowdim/lowdim_bifurcation.py index d39933c0c..b254c0f3a 100644 --- a/brainpy/analysis/lowdim/lowdim_bifurcation.py +++ b/brainpy/analysis/lowdim/lowdim_bifurcation.py @@ -15,6 +15,7 @@ # ============================================================================== from copy import deepcopy from functools import partial +from typing import Any, Optional import jax import jax.numpy as jnp @@ -26,7 +27,7 @@ from brainpy.analysis import stability, plotstyle, utils, constants as C from brainpy.analysis.lowdim.lowdim_analyzer import * -pyplot = None +pyplot: Any = None __all__ = [ 'Bifurcation1D', @@ -380,10 +381,10 @@ def plot_limit_cycle_by_sim( duration=100, with_plot: bool = True, with_return: bool = False, - plot_style: dict = None, + plot_style: Optional[dict] = None, tol: float = 0.001, show: bool = False, - dt: float = None, + dt: Optional[float] = None, offset: float = 1. ): global pyplot @@ -404,8 +405,8 @@ def plot_limit_cycle_by_sim( mon_res = traject_model.run(duration=duration) # find limit cycles - vs_limit_cycle = tuple({'min': [], 'max': []} for _ in self.target_var_names) - ps_limit_cycle = tuple([] for _ in self.target_par_names) + vs_limit_cycle: tuple = tuple({'min': [], 'max': []} for _ in self.target_var_names) + ps_limit_cycle: tuple = tuple([] for _ in self.target_par_names) for i in range(mon_res[self.x_var].shape[1]): data = mon_res[self.x_var][:, i] max_index = utils.find_indexes_of_limit_cycle_max(data, tol=tol) @@ -468,10 +469,10 @@ def __init__( model, fast_vars: dict, slow_vars: dict, - fixed_vars: dict = None, - pars_update: dict = None, + fixed_vars: Optional[dict] = None, + pars_update: Optional[dict] = None, resolutions=None, - options: dict = None + options: Optional[dict] = None ): super().__init__(model=model, target_pars=slow_vars, @@ -559,10 +560,10 @@ def __init__( model, fast_vars: dict, slow_vars: dict, - fixed_vars: dict = None, - pars_update: dict = None, + fixed_vars: Optional[dict] = None, + pars_update: Optional[dict] = None, resolutions=0.1, - options: dict = None + options: Optional[dict] = None ): super().__init__(model=model, target_pars=slow_vars, diff --git a/brainpy/analysis/utils/others.py b/brainpy/analysis/utils/others.py index 1c3b03334..2e5ab26cc 100644 --- a/brainpy/analysis/utils/others.py +++ b/brainpy/analysis/utils/others.py @@ -134,7 +134,7 @@ def keep_unique(candidates: Union[np.ndarray, Dict[str, np.ndarray]], # If point A and point B are within identical_tol of each other, and the # A is first in the list, we keep A. - distances = np.asarray(euclidean_distance_jax(candidates, num_fps)) + distances = np.asarray(euclidean_distance_jax(candidates, num_fps)) # type: ignore[arg-type] # candidates is an array here; euclidean_distance_jax annotation omits np.ndarray example_idxs = np.arange(num_fps) all_drop_idxs = [] for fidx in range(num_fps - 1): diff --git a/brainpy/check.py b/brainpy/check.py index 151cc187a..2ba83809c 100644 --- a/brainpy/check.py +++ b/brainpy/check.py @@ -23,12 +23,12 @@ from jax import numpy as jnp from jax.lax import cond -conn = None -init = None -var_obs = None +conn: Any = None +init: Any = None +var_obs: Any = None -Array = None -BrainPyObject = None +Array: Any = None +BrainPyObject: Any = None __all__ = [ 'is_checking', @@ -208,9 +208,9 @@ def check_shape(all_shapes, free_axes: Union[Sequence[int], int] = -1): def is_dict_data(a_dict: Dict, - key_type: Union[Type, Tuple[Type, ...]] = None, - val_type: Union[Type, Tuple[Type, ...]] = None, - name: str = None, + key_type: Optional[Union[Type, Tuple[Type, ...]]] = None, + val_type: Optional[Union[Type, Tuple[Type, ...]]] = None, + name: Optional[str] = None, allow_none: bool = True): """Check the dictionary data. """ @@ -230,7 +230,7 @@ def is_dict_data(a_dict: Dict, def is_callable(fun: Callable, - name: str = None, + name: Optional[str] = None, allow_none: bool = False): name = '' if name is None else name if fun is None: @@ -245,7 +245,7 @@ def is_callable(fun: Callable, def is_initializer( initializer, - name: str = None, + name: Optional[str] = None, allow_none: bool = False ): """Check the initializer. @@ -277,7 +277,7 @@ def is_initializer( def is_connector( connector, - name: str = None, + name: Optional[str] = None, allow_none: bool = False ): """Check the connector. @@ -307,8 +307,8 @@ def is_connector( def is_sequence( value: Sequence, - name: str = None, - elem_type: Union[type, Sequence[type]] = None, + name: Optional[str] = None, + elem_type: Optional[Union[type, Sequence[type]]] = None, allow_none: bool = True ): if name is None: name = '' @@ -321,7 +321,9 @@ def is_sequence( raise ValueError(f'{name} should be a sequence, but we got a {type(value)}') if elem_type is not None: for v in value: - if not isinstance(v, elem_type): + # elem_type is annotated as a Sequence[type] per the public API; isinstance's + # stub only accepts type | tuple, so narrow at runtime is unnecessary here. + if not isinstance(v, elem_type): # type: ignore[arg-type] raise ValueError(f'Elements in {name} should be {elem_type}, ' f'but we got {type(elem_type)}: {v}') return value @@ -329,9 +331,9 @@ def is_sequence( def is_float( value: float, - name: str = None, - min_bound: float = None, - max_bound: float = None, + name: Optional[str] = None, + min_bound: Optional[float] = None, + max_bound: Optional[float] = None, allow_none: bool = False, allow_int: bool = True ) -> float: @@ -413,7 +415,7 @@ def is_integer(value: int, name=None, min_bound=None, max_bound=None, allow_none return value -def is_string(value: str, name: str = None, candidates: Sequence[str] = None, allow_none=False): +def is_string(value: str, name: Optional[str] = None, candidates: Optional[Sequence[str]] = None, allow_none=False): """Check string type. """ if name is None: name = '' @@ -527,7 +529,9 @@ def is_instance( """ if not name: name = 'We' - if not isinstance(instance, supported_types): + # supported_types is annotated as Union[Type, Sequence[Type]] per the public API; + # isinstance's stub only accepts type | tuple, so this is a stub-vs-annotation mismatch. + if not isinstance(instance, supported_types): # type: ignore[arg-type] raise NotImplementedError(f"{name} expect to get an instance of {supported_types}." f"But we got {type(instance)}. ") return instance @@ -643,7 +647,7 @@ def jit_error(pred, err_fun, err_arg=None): jit_error_checking = jit_error -def jit_error_checking_no_args(pred: bool, err: Exception): +def jit_error_checking_no_args(pred: Union[bool, jax.Array], err: Exception): """Check errors in a jit function. Parameters diff --git a/brainpy/checkpoints.py b/brainpy/checkpoints.py index 03f06e091..c1ccb9126 100644 --- a/brainpy/checkpoints.py +++ b/brainpy/checkpoints.py @@ -25,7 +25,7 @@ 'save_pytree', 'load_pytree', 'AsyncManager', ] -AsyncManager = braintools.file.AsyncManager +AsyncManager = braintools.file.AsyncManager # type: ignore[misc] # re-export alias; AsyncManager is a type def _array_dict_state(x: Array) -> Dict[str, jax.Array]: @@ -46,7 +46,7 @@ def save_pytree( overwrite: bool = True, async_manager: Optional[AsyncManager] = None, verbose: bool = True, -) -> None: +) -> Optional[str]: """Save a checkpoint of the model. Suitable for single-host. In this method, every JAX process saves the checkpoint on its own. Do not @@ -96,7 +96,7 @@ def load_pytree( filename: str, target: Optional[Any] = None, parallel: bool = True, -) -> PyTree: +) -> Any: """Load the checkpoint from the given checkpoint path. Parameters diff --git a/brainpy/connect/base.py b/brainpy/connect/base.py index eb8ae21e1..3ffb0c9a4 100644 --- a/brainpy/connect/base.py +++ b/brainpy/connect/base.py @@ -15,7 +15,7 @@ # ============================================================================== import abc import textwrap -from typing import Union, List, Tuple +from typing import Union, List, Tuple, Optional import jax.numpy as jnp import numpy as onp @@ -159,8 +159,8 @@ def build_coo(self, ): def __init__( self, - pre: Union[int, Tuple[int, ...]] = None, - post: Union[int, Tuple[int, ...]] = None, + pre: Optional[Union[int, Tuple[int, ...]]] = None, + post: Optional[Union[int, Tuple[int, ...]]] = None, ): self.pre_size = None self.post_size = None diff --git a/brainpy/connect/random_conn.py b/brainpy/connect/random_conn.py index b096e834a..5bdf9e093 100644 --- a/brainpy/connect/random_conn.py +++ b/brainpy/connect/random_conn.py @@ -427,7 +427,7 @@ def __init__( normalize: bool = True, include_self: bool = True, periodic_boundary: bool = False, - seed: int = None, + seed: Optional[int] = None, **kwargs ): super(GaussianProb, self).__init__(**kwargs) diff --git a/brainpy/connect/regular_conn.py b/brainpy/connect/regular_conn.py index 7739f1073..035237aba 100644 --- a/brainpy/connect/regular_conn.py +++ b/brainpy/connect/regular_conn.py @@ -100,7 +100,7 @@ def build_mat(self): def get_size_length(sizes: Union[Tuple, List]): if not isinstance(sizes, (tuple, list)): raise TypeError - lengths = [] + lengths: list = [] a = 1 for s in reversed(sizes): lengths.insert(0, a) diff --git a/brainpy/context.py b/brainpy/context.py index 759d188ef..91e0592b2 100644 --- a/brainpy/context.py +++ b/brainpy/context.py @@ -18,7 +18,7 @@ This context defines all shared data used in all modules in a computation. """ -from typing import Any, Union +from typing import Any, Optional, Union import brainstate @@ -51,7 +51,7 @@ def dt(self, dt): def set_dt(self, dt: Union[int, float]): brainstate.environ.set(dt=dt, env=env) - def load(self, key, value: Any = None, desc: str = None): + def load(self, key, value: Any = None, desc: Optional[str] = None): """Load the shared data by the ``key``. Parameters diff --git a/brainpy/delay.py b/brainpy/delay.py index 29e14b2ce..4442a50db 100644 --- a/brainpy/delay.py +++ b/brainpy/delay.py @@ -18,7 +18,7 @@ import math import numbers -from typing import Union, Dict, Callable, Optional +from typing import Union, Dict, Callable, Optional, Any, TYPE_CHECKING import jax import jax.numpy as jnp @@ -30,7 +30,22 @@ from brainpy.dynsys import DynamicalSystem from brainpy.initialize import variable_ from brainpy.math.delayvars import ROTATE_UPDATE, CONCAT_UPDATE -from brainpy.mixin import ParamDesc, ReturnInfo, JointType, SupportAutoDelay +from brainpy.mixin import ParamDesc, ReturnInfo, SupportAutoDelay + +if TYPE_CHECKING: + # ``JointType`` is a runtime helper from ``brainstate`` that mypy cannot model + # as a static type (it is a singleton instance supporting subscription). Provide + # a type-check-only stand-in so annotations such as ``JointType[A, B]`` are + # accepted. The runtime object is imported below. + from typing import Generic, TypeVarTuple, Unpack + + _JointTs = TypeVarTuple('_JointTs') + + class JointType(Generic[Unpack[_JointTs]]): + def __getattr__(self, item: str) -> Any: ... + def __call__(self, *args: Any, **kwargs: Any) -> Any: ... +else: + from brainpy.mixin import JointType __all__ = [ 'Delay', @@ -73,7 +88,7 @@ class Delay(DynamicalSystem, ParamDesc): The computing mode. """ - max_time: float + max_time: Any # accepts int/float/None across the various registration paths max_length: int data: Optional[bm.Variable] @@ -119,11 +134,11 @@ def __init__( # delay data if init is not None: - assert isinstance(init, (numbers.Number, bm.Array, jax.Array, Callable)) + assert isinstance(init, (numbers.Number, bm.Array, jax.Array)) or callable(init) self._init = init # other info - self._registered_entries = dict() + self._registered_entries: Dict[str, Optional[int]] = dict() def register_entry( self, @@ -262,7 +277,7 @@ def __init__( assert target.batch_axis is not None # sharding - sharding = None + sharding: Any = None if target.axis_names is not None: sharding = list(target.axis_names) sharding.insert(0, bm.sharding.TIME_AXIS) @@ -290,7 +305,7 @@ def __init__( def register_entry( self, entry: str, - delay_time: Optional[Union[int, float]] = None, + delay_time: Optional[Union[int, float, bm.Array, Callable]] = None, delay_step: Optional[int] = None, ) -> 'Delay': """Register an entry to access the data. @@ -347,10 +362,12 @@ def at(self, entry: str, *indices) -> bm.Array: if entry not in self._registered_entries: raise KeyError(f'Does not find delay entry "{entry}".') delay_step = self._registered_entries[entry] - if isinstance(self.mode, bm.BatchingMode) and len(indices) > self.target.batch_axis: - indices = list(indices) - indices.insert(self.target.batch_axis, slice(None, None, None)) - indices = tuple(indices) + if isinstance(self.mode, bm.BatchingMode): + assert self.target.batch_axis is not None + if len(indices) > self.target.batch_axis: + indices_list = list(indices) + indices_list.insert(self.target.batch_axis, slice(None, None, None)) + indices = tuple(indices_list) if delay_step is None or delay_step == 0.: if len(indices): @@ -423,7 +440,7 @@ def update( if self.method == ROTATE_UPDATE: i = share.load('i') idx = bm.as_jax(-i % self.max_length, dtype=jnp.int32) - self.data[jax.lax.stop_gradient(idx)] = latest_value + self.data[jax.lax.stop_gradient(idx)] = latest_value # type: ignore[assignment] # Array.__setitem__ value type is annotated too narrowly # update the delay data at the first position elif self.method == CONCAT_UPDATE: @@ -431,19 +448,19 @@ def update( latest_value = bm.expand_dims(latest_value, 0) self.data.value = bm.concat([latest_value, self.data[:-1]], axis=0) else: - self.data[0] = latest_value + self.data[0] = latest_value # type: ignore[assignment] # Array.__setitem__ value type is annotated too narrowly else: raise ValueError(f'Unknown updating method "{self.method}"') - def reset_state(self, batch_size: int = None, **kwargs): + def reset_state(self, batch_size: Optional[int] = None, **kwargs): """Reset the delay data. """ # initialize delay data if self.data is not None: self._init_data(self.max_length, batch_size) - def _init_data(self, length: int, batch_size: int = None): + def _init_data(self, length: int, batch_size: Optional[int] = None): if batch_size is not None: if self.target.batch_size != batch_size: raise ValueError(f'The batch sizes of delay variable and target variable differ ' @@ -468,7 +485,7 @@ def _init_data(self, length: int, batch_size: int = None): self.data._value = data # update delay data if isinstance(self._init, (bm.Array, jax.Array, numbers.Number)): - self.data[:] = self._init + self.data[:] = self._init # type: ignore[assignment] # Array.__setitem__ value type is annotated too narrowly elif callable(self._init): self.data[:] = self._init((length,) + self.target.shape, dtype=self.target.dtype) else: @@ -510,14 +527,14 @@ def __init__( name=name, mode=mode) - def reset_state(self, batch_size: int = None, **kwargs): + def reset_state(self, batch_size: Optional[int] = None, **kwargs): """Reset the delay data. """ self.target.value = variable_(self.target_init, self.target.size_without_batch, batch_size) if self.data is not None: self._init_data(self.max_length, batch_size) - def update( + def update( # type: ignore[override] # DataDelay always receives a concrete value; base allows None self, latest_value: Union[bm.Array, jax.Array] ) -> None: @@ -533,7 +550,7 @@ def __init__( delay: Delay, time: Union[None, int, float], *indices, - delay_entry: str = None + delay_entry: Optional[str] = None ): super().__init__(mode=delay.mode) self.refs = {'delay': delay} @@ -582,7 +599,7 @@ def init_delay_by_return(info: Union[bm.Variable, ReturnInfo], initial_delay_dat batch_axis = None # init - if isinstance(info.data, Callable): + if callable(info.data): init = info.data(shape) elif isinstance(info.data, (bm.Array, jax.Array)): init = info.data diff --git a/brainpy/dnn/conv.py b/brainpy/dnn/conv.py index a01bd84cb..0fbb15ad2 100644 --- a/brainpy/dnn/conv.py +++ b/brainpy/dnn/conv.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Tuple, Optional, Sequence, Callable +from typing import Any, Union, Tuple, Optional, Sequence, Callable import brainstate from jax import lax @@ -95,7 +95,7 @@ class _GeneralConv(Layer): The name of the object. """ - supported_modes = (bm.TrainingMode, bm.BatchingMode, bm.NonBatchingMode) + supported_modes: tuple = (bm.TrainingMode, bm.BatchingMode, bm.NonBatchingMode) def __init__( self, @@ -111,8 +111,8 @@ def __init__( w_initializer: Union[Callable, ArrayType, Initializer] = XavierNormal(), b_initializer: Optional[Union[Callable, ArrayType, Initializer]] = ZeroInit(), mask: Optional[ArrayType] = None, - mode: bm.Mode = None, - name: str = None, + mode: Optional[bm.Mode] = None, + name: Optional[str] = None, ): super(_GeneralConv, self).__init__(name=name, mode=mode) @@ -124,9 +124,9 @@ def __init__( self.lhs_dilation = tools.replicate(lhs_dilation, num_spatial_dims, 'lhs_dilation') self.rhs_dilation = tools.replicate(rhs_dilation, num_spatial_dims, 'rhs_dilation') self.groups = groups - self.w_initializer = w_initializer - self.b_initializer = b_initializer - self.mask = mask + self.w_initializer: Any = w_initializer + self.b_initializer: Any = b_initializer + self.mask: Any = mask self.dimension_numbers = to_dimension_numbers(num_spatial_dims, channels_last=True, transpose=False) if isinstance(padding, str): @@ -135,7 +135,7 @@ def __init__( padding = tuple((padding, padding) for _ in range(num_spatial_dims)) elif isinstance(padding, (tuple, list)): if isinstance(padding[0], int): - padding = (padding,) * num_spatial_dims + padding = (padding,) * num_spatial_dims # type: ignore[assignment] # normalized to tuple-of-pairs; param annotation is narrower elif isinstance(padding[0], (tuple, list)): if len(padding) == 1: padding = tuple(padding) * num_spatial_dims @@ -252,8 +252,8 @@ def __init__( in_channels: int, out_channels: int, kernel_size: Union[int, Tuple[int, ...]], - stride: Union[int, Tuple[int, ...]] = None, - strides: Union[int, Tuple[int, ...]] = None, # deprecated + stride: Optional[Union[int, Tuple[int, ...]]] = None, + strides: Optional[Union[int, Tuple[int, ...]]] = None, # deprecated padding: Union[str, int, Tuple[int, int], Sequence[Tuple[int, int]]] = 'SAME', lhs_dilation: Union[int, Tuple[int, ...]] = 1, rhs_dilation: Union[int, Tuple[int, ...]] = 1, @@ -348,8 +348,8 @@ def __init__( in_channels: int, out_channels: int, kernel_size: Union[int, Tuple[int, ...]], - stride: Union[int, Tuple[int, ...]] = None, - strides: Union[int, Tuple[int, ...]] = None, # deprecated + stride: Optional[Union[int, Tuple[int, ...]]] = None, + strides: Optional[Union[int, Tuple[int, ...]]] = None, # deprecated padding: Union[str, int, Tuple[int, int], Sequence[Tuple[int, int]]] = 'SAME', lhs_dilation: Union[int, Tuple[int, ...]] = 1, rhs_dilation: Union[int, Tuple[int, ...]] = 1, @@ -444,8 +444,8 @@ def __init__( in_channels: int, out_channels: int, kernel_size: Union[int, Tuple[int, ...]], - stride: Union[int, Tuple[int, ...]] = None, - strides: Union[int, Tuple[int, ...]] = None, # deprecated + stride: Optional[Union[int, Tuple[int, ...]]] = None, + strides: Optional[Union[int, Tuple[int, ...]]] = None, # deprecated padding: Union[str, int, Tuple[int, int], Sequence[Tuple[int, int]]] = 'SAME', lhs_dilation: Union[int, Tuple[int, ...]] = 1, rhs_dilation: Union[int, Tuple[int, ...]] = 1, @@ -494,7 +494,7 @@ def _check_input_dim(self, x): class _GeneralConvTranspose(Layer): - supported_modes = (bm.TrainingMode, bm.BatchingMode, bm.NonBatchingMode) + supported_modes: tuple = (bm.TrainingMode, bm.BatchingMode, bm.NonBatchingMode) def __init__( self, @@ -508,8 +508,8 @@ def __init__( b_initializer: Optional[Union[Callable, ArrayType, Initializer]] = ZeroInit(), mask: Optional[ArrayType] = None, precision: Optional[lax.Precision] = None, - mode: bm.Mode = None, - name: str = None, + mode: Optional[bm.Mode] = None, + name: Optional[str] = None, ): super().__init__(name=name, mode=mode) @@ -518,10 +518,10 @@ def __init__( self.out_channels = out_channels self.stride = tools.replicate(stride, num_spatial_dims, 'stride') self.kernel_size = tools.replicate(kernel_size, num_spatial_dims, 'kernel_size') - self.w_initializer = w_initializer - self.b_initializer = b_initializer + self.w_initializer: Any = w_initializer + self.b_initializer: Any = b_initializer self.precision = precision - self.mask = mask + self.mask: Any = mask self.dimension_numbers = to_dimension_numbers(num_spatial_dims, channels_last=True, transpose=False) if isinstance(padding, str): @@ -530,7 +530,7 @@ def __init__( padding = tuple((padding, padding) for _ in range(num_spatial_dims)) elif isinstance(padding, (tuple, list)): if isinstance(padding[0], int): - padding = (padding,) * num_spatial_dims + padding = (padding,) * num_spatial_dims # type: ignore[assignment] # normalized to tuple-of-pairs; param annotation is narrower elif isinstance(padding[0], (tuple, list)): if len(padding) == 1: padding = tuple(padding) * num_spatial_dims @@ -601,8 +601,8 @@ def __init__( b_initializer: Optional[Union[Callable, ArrayType, Initializer]] = ZeroInit(), mask: Optional[ArrayType] = None, precision: Optional[lax.Precision] = None, - mode: bm.Mode = None, - name: str = None, + mode: Optional[bm.Mode] = None, + name: Optional[str] = None, ): """Initializes the module. @@ -668,8 +668,8 @@ def __init__( b_initializer: Optional[Union[Callable, ArrayType, Initializer]] = ZeroInit(), mask: Optional[ArrayType] = None, precision: Optional[lax.Precision] = None, - mode: bm.Mode = None, - name: str = None, + mode: Optional[bm.Mode] = None, + name: Optional[str] = None, ): """Initializes the module. @@ -735,8 +735,8 @@ def __init__( b_initializer: Optional[Union[Callable, ArrayType, Initializer]] = ZeroInit(), mask: Optional[ArrayType] = None, precision: Optional[lax.Precision] = None, - mode: bm.Mode = None, - name: str = None, + mode: Optional[bm.Mode] = None, + name: Optional[str] = None, ): """Initializes the module. diff --git a/brainpy/dnn/function.py b/brainpy/dnn/function.py index c5c10a57d..2c63f3d33 100644 --- a/brainpy/dnn/function.py +++ b/brainpy/dnn/function.py @@ -44,7 +44,7 @@ def __init__( self, activate_fun: Callable, name: Optional[str] = None, - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, **kwargs, ): super().__init__(name, mode) @@ -97,7 +97,7 @@ def __init__( start_dim: int = 0, end_dim: int = -1, name: Optional[str] = None, - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, ): super().__init__(name, mode) @@ -162,7 +162,7 @@ class Unflatten(Layer): (2, 2, 5, 5) """ - def __init__(self, dim: int, sizes: Sequence[int], mode: bm.Mode = None, name: str = None) -> None: + def __init__(self, dim: int, sizes: Sequence[int], mode: Optional[bm.Mode] = None, name: Optional[str] = None) -> None: super().__init__(mode=mode, name=name) self.dim = dim @@ -188,7 +188,7 @@ def __init__( self, fun: Callable, name: Optional[str] = None, - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, **kwargs, ): super().__init__(name, mode) diff --git a/brainpy/dnn/interoperation_flax.py b/brainpy/dnn/interoperation_flax.py index ce2e986be..c95dae845 100644 --- a/brainpy/dnn/interoperation_flax.py +++ b/brainpy/dnn/interoperation_flax.py @@ -13,7 +13,7 @@ # limitations under the License. # ============================================================================== import dataclasses -from typing import Dict, Tuple +from typing import Dict, Optional, Tuple import jax from jax.tree_util import tree_flatten, tree_map, tree_unflatten @@ -27,8 +27,8 @@ import flax # noqa from flax.linen.recurrent import RNNCellBase except (ImportError, ModuleNotFoundError): - flax = None - RNNCellBase = object + flax = None # type: ignore[assignment] # optional dependency fallback + RNNCellBase = object # type: ignore[assignment, misc] # optional dependency fallback base class __all__ = [ 'FromFlax', @@ -91,10 +91,11 @@ class ToFlaxRNNCell(RNNCellBase): train_params: Dict[str, jax.Array] = dataclasses.field(init=False) def initialize_carry(self, rng, input_shape: Tuple[int, ...]): - batch_dims = input_shape[:-1] - if len(batch_dims) == 1: + batch_shape = input_shape[:-1] + batch_dims: Optional[int] + if len(batch_shape) == 1: batch_dims = 1 - elif len(batch_dims) == 0: + elif len(batch_shape) == 0: batch_dims = None else: raise ValueError(f'Invalid input shape: {input_shape}') @@ -153,7 +154,7 @@ def num_feature_axes(self) -> int: return 1 else: - class ToFlaxRNNCell(object): + class ToFlaxRNNCell(object): # type: ignore[no-redef] # conditional stub when flax is unavailable __doc__ = to_flax_doc def __init__(self, *args, **kwargs): diff --git a/brainpy/dnn/linear.py b/brainpy/dnn/linear.py index 05645aaf4..9e111c7be 100644 --- a/brainpy/dnn/linear.py +++ b/brainpy/dnn/linear.py @@ -14,7 +14,7 @@ # limitations under the License. # ============================================================================== import numbers -from typing import Dict, Optional, Union, Callable +from typing import Any, Dict, Optional, Union, Callable import jax import jax.numpy as jnp @@ -94,8 +94,8 @@ def __init__( f'a positive integer. Received: num_out={num_out}') # weight initializer - self.W_initializer = W_initializer - self.bias_initializer = b_initializer + self.W_initializer: Any = W_initializer + self.bias_initializer: Any = b_initializer is_initializer(W_initializer, 'weight_initializer') is_initializer(b_initializer, 'bias_initializer', allow_none=True) @@ -109,9 +109,9 @@ def __init__( self.b = b # fitting parameters - self.online_fit_by = None # support online training - self.offline_fit_by = None # support offline training - self.fit_record = dict() + self.online_fit_by: Any = None # support online training + self.offline_fit_by: Any = None # support offline training + self.fit_record: dict = dict() def __repr__(self): return (f'{self.__class__.__name__}(name={self.name}, ' @@ -156,7 +156,7 @@ def online_fit(self, fit_record: Dict[str, ArrayType]): if not isinstance(target, (bm.ndarray, jnp.ndarray)): raise MathError(f'"target" must be a tensor, but got {type(target)}') - x = fit_record['input'] + x: Any = fit_record['input'] y = fit_record['output'] if x.ndim != 2: raise ValueError(f'"ff" must be a 2D tensor with shape of (num_sample, ' @@ -193,7 +193,7 @@ def offline_fit(self, # data checking if not isinstance(target, (bm.ndarray, jnp.ndarray)): raise MathError(f'"targets" must be a tensor, but got {type(target)}') - xs = fit_record['input'] + xs: Any = fit_record['input'] ys = fit_record['output'] if xs.ndim != 3: raise ValueError(f'"ffs" must be a 3D tensor with shape of (num_sample, num_time, ' @@ -226,12 +226,12 @@ def offline_fit(self, self.W.value = Wff self.b.value = bias[0] - def stdp_update( + def stdp_update( # type: ignore[override] # base SupportSTDP.stdp_update is a permissive *args/**kwargs placeholder (with an `onn_post` typo); concrete overrides declare explicit params self, - on_pre: Dict = None, - on_post: Dict = None, - w_min: numbers.Number = None, - w_max: numbers.Number = None + on_pre: Optional[Dict] = None, + on_post: Optional[Dict] = None, + w_min: Optional[numbers.Number] = None, + w_max: Optional[numbers.Number] = None ): if bm.isscalar(self.W): raise ValueError(f'When using STDP to update synaptic weights, the weight cannot be a scalar.') @@ -302,10 +302,10 @@ def __init__( self.include_self = include_self self.sharding = sharding - weight = init.parameter(weight, (self.num_pre, self.num_post), sharding=sharding) + w = init.parameter(weight, (self.num_pre, self.num_post), sharding=sharding) if isinstance(self.mode, bm.TrainingMode): - weight = bm.TrainVar(weight) - self.weight = weight + w = bm.TrainVar(w) + self.weight = w def update(self, pre_val): if bm.ndim(self.weight) == 0: # weight is a scalar @@ -334,12 +334,12 @@ def update(self, pre_val): post_val = pre_val @ self.weight return post_val - def stdp_update( + def stdp_update( # type: ignore[override] # base SupportSTDP.stdp_update is a permissive *args/**kwargs placeholder (with an `onn_post` typo); concrete overrides declare explicit params self, - on_pre: Dict = None, - on_post: Dict = None, - w_min: numbers.Number = None, - w_max: numbers.Number = None + on_pre: Optional[Dict] = None, + on_post: Optional[Dict] = None, + w_min: Optional[numbers.Number] = None, + w_max: Optional[numbers.Number] = None ): if bm.isscalar(self.weight): raise ValueError(f'When using STDP to update synaptic weights, the weight cannot be a scalar.') @@ -389,20 +389,20 @@ def __init__( self.num = num self.sharding = sharding - weight = init.parameter(weight, (self.num,), sharding=sharding) + w = init.parameter(weight, (self.num,), sharding=sharding) if isinstance(self.mode, bm.TrainingMode): - weight = bm.TrainVar(weight) - self.weight = weight + w = bm.TrainVar(w) + self.weight = w def update(self, pre_val): return pre_val * self.weight - def stdp_update( + def stdp_update( # type: ignore[override] # base SupportSTDP.stdp_update is a permissive *args/**kwargs placeholder (with an `onn_post` typo); concrete overrides declare explicit params self, - on_pre: Dict = None, - on_post: Dict = None, - w_min: numbers.Number = None, - w_max: numbers.Number = None + on_pre: Optional[Dict] = None, + on_post: Optional[Dict] = None, + w_min: Optional[numbers.Number] = None, + w_max: Optional[numbers.Number] = None ): if isinstance(self.weight, float): raise ValueError(f'Cannot update the weight of a constant node.') @@ -470,10 +470,13 @@ def __init__( self.mask_fun = mask_fun # weight - weight = init.parameter(weight, (conn.pre_num, conn.post_num), sharding=sharding) + pre_num = conn.pre_num + post_num = conn.post_num + assert pre_num is not None and post_num is not None + w = init.parameter(weight, (pre_num, post_num), sharding=sharding) if isinstance(self.mode, bm.TrainingMode): - weight = bm.TrainVar(weight) - self.weight = weight + w = bm.TrainVar(w) + self.weight = w # connection self.mask = bm.sharding.partition(self.conn.require('conn_mat'), sharding=sharding) @@ -481,12 +484,12 @@ def __init__( def update(self, x): return x @ self.mask_fun(self.weight * self.mask) - def stdp_update( + def stdp_update( # type: ignore[override] # base SupportSTDP.stdp_update is a permissive *args/**kwargs placeholder (with an `onn_post` typo); concrete overrides declare explicit params self, - on_pre: Dict = None, - on_post: Dict = None, - w_min: numbers.Number = None, - w_max: numbers.Number = None + on_pre: Optional[Dict] = None, + on_post: Optional[Dict] = None, + w_min: Optional[numbers.Number] = None, + w_max: Optional[numbers.Number] = None ): if isinstance(self.weight, float): raise ValueError(f'Cannot update the weight of a constant node.') @@ -527,17 +530,17 @@ def __init__( self.indices, self.indptr = self.conn.require('csr') # weight - weight = init.parameter(weight, (self.indices.size,)) + w = init.parameter(weight, (self.indices.size,)) if isinstance(self.mode, bm.TrainingMode): - weight = bm.TrainVar(weight) - self.weight = weight + w = bm.TrainVar(w) + self.weight = w - def stdp_update( + def stdp_update( # type: ignore[override] # base SupportSTDP.stdp_update is a permissive *args/**kwargs placeholder (with an `onn_post` typo); concrete overrides declare explicit params self, - on_pre: Dict = None, - on_post: Dict = None, - w_min: numbers.Number = None, - w_max: numbers.Number = None + on_pre: Optional[Dict] = None, + on_post: Optional[Dict] = None, + w_min: Optional[numbers.Number] = None, + w_max: Optional[numbers.Number] = None ): if bm.isscalar(self.weight): raise ValueError(f'When using STDP to update synaptic weights, the weight cannot be a scalar.') @@ -604,7 +607,7 @@ def __init__( sharding: Optional[Sharding] = None, mode: Optional[bm.Mode] = None, name: Optional[str] = None, - method: str = None, + method: Optional[str] = None, transpose: bool = True, ): super().__init__(name=name, mode=mode, conn=conn, weight=weight, sharding=sharding, transpose=transpose) @@ -898,9 +901,10 @@ def __init__( self.num_out = num_out # weight + weight_val: Any = weight if isinstance(self.mode, bm.TrainingMode): - weight = bm.TrainVar(weight) - self.weight = weight + weight_val = bm.TrainVar(weight) + self.weight = weight_val def update(self, x): if x.ndim == 1: @@ -1172,9 +1176,10 @@ def __init__( self.num_out = num_out # weight + weight_val: Any = weight if isinstance(self.mode, bm.TrainingMode): - weight = bm.TrainVar(weight) - self.weight = weight + weight_val = bm.TrainVar(weight) + self.weight = weight_val def update(self, x): if x.ndim == 1: diff --git a/brainpy/dnn/normalization.py b/brainpy/dnn/normalization.py index 6f5b3b1d6..cd759ddb7 100644 --- a/brainpy/dnn/normalization.py +++ b/brainpy/dnn/normalization.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Optional, Sequence, Callable +from typing import Any, Union, Optional, Sequence, Callable from jax import lax, numpy as jnp @@ -99,7 +99,7 @@ class BatchNorm(Layer): .. [1] Ioffe, Sergey and Christian Szegedy. “Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift.” ArXiv abs/1502.03167 (2015): n. pag. """ - supported_modes = (bm.BatchingMode, bm.TrainingMode) + supported_modes: tuple = (bm.BatchingMode, bm.TrainingMode) def __init__( self, @@ -129,8 +129,8 @@ def __init__( self.epsilon = epsilon self.momentum = momentum self.affine = affine - self.bias_initializer = bias_initializer - self.scale_initializer = scale_initializer + self.bias_initializer: Any = bias_initializer + self.scale_initializer: Any = scale_initializer self.axis = (axis,) if jnp.isscalar(axis) else axis self.axis_name = axis_name self.axis_index_groups = axis_index_groups @@ -147,8 +147,8 @@ def __init__( # ``assert isinstance(self.mode, TrainingMode)`` that crashed the # layer under non-training modes (H-51). if isinstance(self.mode, bm.TrainingMode): - self.bias = bm.TrainVar(bias) - self.scale = bm.TrainVar(scale) + self.bias: bm.Variable = bm.TrainVar(bias) + self.scale: bm.Variable = bm.TrainVar(scale) else: self.bias = bm.Variable(bias) self.scale = bm.Variable(scale) @@ -530,8 +530,8 @@ def __init__( super(LayerNorm, self).__init__(name=name, mode=mode) self.epsilon = epsilon - self.bias_initializer = bias_initializer - self.scale_initializer = scale_initializer + self.bias_initializer: Any = bias_initializer + self.scale_initializer: Any = scale_initializer if isinstance(normalized_shape, int): normalized_shape = (normalized_shape,) self.normalized_shape = tuple(normalized_shape) @@ -547,8 +547,8 @@ def __init__( # ``assert isinstance(self.mode, TrainingMode)`` that crashed the # affine layer out-of-the-box (H-51). if isinstance(self.mode, bm.TrainingMode): - self.bias = bm.TrainVar(bias) - self.scale = bm.TrainVar(scale) + self.bias: bm.Variable = bm.TrainVar(bias) + self.scale: bm.Variable = bm.TrainVar(scale) else: self.bias = bm.Variable(bias) self.scale = bm.Variable(scale) @@ -633,8 +633,8 @@ def __init__( self.num_channels = num_channels self.epsilon = epsilon self.affine = affine - self.bias_initializer = bias_initializer - self.scale_initializer = scale_initializer + self.bias_initializer: Any = bias_initializer + self.scale_initializer: Any = scale_initializer if self.affine: bias = parameter(self.bias_initializer, self.num_channels) scale = parameter(self.scale_initializer, self.num_channels) @@ -645,8 +645,8 @@ def __init__( # removes the hard ``assert isinstance(self.mode, TrainingMode)`` that # crashed the affine layer out-of-the-box (H-51). if isinstance(self.mode, bm.TrainingMode): - self.bias = bm.TrainVar(bias) - self.scale = bm.TrainVar(scale) + self.bias: bm.Variable = bm.TrainVar(bias) + self.scale: bm.Variable = bm.TrainVar(scale) else: self.bias = bm.Variable(bias) self.scale = bm.Variable(scale) diff --git a/brainpy/dnn/pooling.py b/brainpy/dnn/pooling.py index ba09538e5..83aff5ada 100644 --- a/brainpy/dnn/pooling.py +++ b/brainpy/dnn/pooling.py @@ -72,7 +72,7 @@ def __init__( stride: Union[int, Sequence[int]], padding: Union[str, Sequence[Tuple[int, int]]] = "VALID", channel_axis: Optional[int] = None, - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, name: Optional[str] = None, ): super(Pool, self).__init__(mode=mode, name=name) @@ -110,7 +110,7 @@ def _infer_shape(self, x_dim: int, size: Union[Any, Sequence[Any]], element: Any = 1, - element_type: Union[type, Sequence[type]] = int): + element_type: Union[type, Tuple[type, ...]] = int): """Infer shape for pooling window or stride.""" # channel axis @@ -174,7 +174,7 @@ def __init__( stride: Union[int, Sequence[int]] = 1, padding: Union[str, Sequence[Tuple[int, int]]] = "VALID", channel_axis: Optional[int] = None, - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, name: Optional[str] = None, ): super(MaxPool, self).__init__(init_value=-jax.numpy.inf, @@ -216,7 +216,7 @@ def __init__( stride: Union[int, Sequence[int]] = 1, padding: Union[str, Sequence[Tuple[int, int]]] = "VALID", channel_axis: Optional[int] = None, - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, name: Optional[str] = None, ): super(MinPool, self).__init__(init_value=jax.numpy.inf, @@ -257,7 +257,7 @@ def __init__( stride: Union[int, Sequence[int]] = 1, padding: Union[str, Sequence[Tuple[int, int]]] = "VALID", channel_axis: Optional[int] = None, - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, name: Optional[str] = None, ): super(AvgPool, self).__init__(init_value=0., @@ -305,10 +305,10 @@ def __init__( computation, pool_dim: int, kernel_size: Union[int, Sequence[int]], - stride: Union[int, Sequence[int]] = None, + stride: Optional[Union[int, Sequence[int]]] = None, padding: Union[str, int, Tuple[int, ...], Sequence[Tuple[int, int]]] = "VALID", channel_axis: Optional[int] = -1, - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, name: Optional[str] = None ): super().__init__(name=name, mode=mode) @@ -357,7 +357,7 @@ def __init__( else: if not all([isinstance(x, (tuple, list)) for x in padding]): raise ValueError(f'padding should be sequence of Tuple[int, int]. {padding}') - if not all([len(x) == 2 for x in padding]): + if not all([len(x) == 2 for x in padding]): # type: ignore[arg-type] # elements are tuple/list here (guarded by the isinstance check above); mypy cannot narrow raise ValueError(f"Each entry in padding must be tuple of 2 ints. {padding} ") if len(padding) == 1: padding = tuple(padding) * pool_dim @@ -367,7 +367,7 @@ def __init__( self.padding = padding # channel_axis - self.channel_axis = check.is_integer(channel_axis, allow_none=True) + self.channel_axis = check.is_integer(channel_axis, allow_none=True) # type: ignore[arg-type] # is_integer accepts None when allow_none=True but types arg as int def update(self, x): x = bm.as_jax(x) @@ -432,10 +432,10 @@ class MaxPool1d(_MaxPoolNd): def __init__( self, kernel_size: Union[int, Sequence[int]], - stride: Union[int, Sequence[int]] = None, + stride: Optional[Union[int, Sequence[int]]] = None, padding: Union[str, int, Tuple[int, ...], Sequence[Tuple[int, int]]] = "VALID", channel_axis: Optional[int] = -1, - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, name: Optional[str] = None ): super().__init__(init_value=-jax.numpy.inf, @@ -476,10 +476,10 @@ class MaxPool2d(_MaxPoolNd): def __init__( self, kernel_size: Union[int, Sequence[int]], - stride: Union[int, Sequence[int]] = None, + stride: Optional[Union[int, Sequence[int]]] = None, padding: Union[str, int, Tuple[int, ...], Sequence[Tuple[int, int]]] = "VALID", channel_axis: Optional[int] = -1, - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, name: Optional[str] = None ): super().__init__(init_value=-jax.numpy.inf, @@ -519,10 +519,10 @@ class MaxPool3d(_MaxPoolNd): def __init__( self, kernel_size: Union[int, Sequence[int]], - stride: Union[int, Sequence[int]] = None, + stride: Optional[Union[int, Sequence[int]]] = None, padding: Union[str, int, Tuple[int], Sequence[Tuple[int, int]]] = "VALID", channel_axis: Optional[int] = -1, - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, name: Optional[str] = None ): super().__init__(init_value=-jax.numpy.inf, @@ -599,7 +599,7 @@ def __init__( stride: Union[int, Sequence[int]] = 1, padding: Union[str, int, Tuple[int, ...], Sequence[Tuple[int, int]]] = "VALID", channel_axis: Optional[int] = -1, - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, name: Optional[str] = None ): super().__init__(init_value=0., @@ -642,7 +642,7 @@ def __init__( stride: Union[int, Sequence[int]] = 1, padding: Union[str, int, Tuple[int, ...], Sequence[Tuple[int, int]]] = "VALID", channel_axis: Optional[int] = -1, - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, name: Optional[str] = None ): super().__init__(init_value=0., @@ -686,7 +686,7 @@ def __init__( stride: Union[int, Sequence[int]] = 1, padding: Union[str, int, Tuple[int, ...], Sequence[Tuple[int, int]]] = "VALID", channel_axis: Optional[int] = -1, - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, name: Optional[str] = None ): super().__init__(init_value=0., @@ -771,7 +771,7 @@ def __init__( self.channel_axis = channel_axis self.operation = operation if isinstance(target_shape, int): - self.target_shape = (target_shape,) * num_spatial_dims + self.target_shape: Sequence[int] = (target_shape,) * num_spatial_dims elif isinstance(target_shape, Sequence) and (len(target_shape) == num_spatial_dims): self.target_shape = target_shape else: diff --git a/brainpy/dnn/pooling_layers_test.py b/brainpy/dnn/pooling_layers_test.py index da2437efb..85d478058 100644 --- a/brainpy/dnn/pooling_layers_test.py +++ b/brainpy/dnn/pooling_layers_test.py @@ -236,7 +236,7 @@ def test_AdaptiveMaxPool3d_v1(self, axis): @parameterized.product( axis=(-1, 0, 1, 2, 3, 4) ) - def test_AdaptiveMaxPool3d_v1(self, axis): + def test_AdaptiveMaxPool3d_v2(self, axis): bm.random.seed() input = bm.random.randn(2, 128, 64, 32, 16) net = bp.dnn.AdaptiveMaxPool3d(target_shape=[6, 5, 4], channel_axis=axis) diff --git a/brainpy/dyn/channels/calcium.py b/brainpy/dyn/channels/calcium.py index 4c95b1cb3..e822b5362 100644 --- a/brainpy/dyn/channels/calcium.py +++ b/brainpy/dyn/channels/calcium.py @@ -59,7 +59,8 @@ def _exprel(x): class CalciumChannel(IonChannel): """Base class for Calcium ion channels.""" - master_type = Calcium + # base IonChannel infers master_type as type[HHTypedNeuron]; subclasses set other master types + master_type = Calcium # type: ignore[assignment] '''The type of the master object.''' def update(self, V, C, E): @@ -68,10 +69,10 @@ def update(self, V, C, E): def current(self, V, C, E): raise NotImplementedError - def reset(self, V, C, E, batch_size: int = None): + def reset(self, V, C, E, batch_size: Optional[int] = None): self.reset_state(V, C, E, batch_size) - def reset_state(self, V, C, E, batch_size: int = None): + def reset_state(self, V, C, E, batch_size: Optional[int] = None): raise NotImplementedError('Must be implemented by the subclass.') @@ -304,7 +305,8 @@ class ICaN_IS2008(CalciumChannel): """ '''The type of the master object.''' - master_type = CalciumDyna + # base CalciumChannel infers master_type as type[Calcium]; this subclass uses CalciumDyna + master_type = CalciumDyna # type: ignore[assignment] def __init__( self, @@ -411,8 +413,8 @@ def __init__( T_base_q: Union[float, ArrayType] = 3., g_max: Union[float, ArrayType, Initializer, Callable] = 2., V_sh: Union[float, ArrayType, Initializer, Callable] = -3., - phi_p: Union[float, ArrayType, Initializer, Callable] = None, - phi_q: Union[float, ArrayType, Initializer, Callable] = None, + phi_p: Optional[Union[float, ArrayType, Initializer, Callable]] = None, + phi_q: Optional[Union[float, ArrayType, Initializer, Callable]] = None, method: str = 'exp_auto', name: Optional[str] = None, mode: Optional[bm.Mode] = None, @@ -511,8 +513,8 @@ def __init__( T_base_q: Union[float, ArrayType] = 3., g_max: Union[float, ArrayType, Initializer, Callable] = 1.75, V_sh: Union[float, ArrayType, Initializer, Callable] = -3., - phi_p: Union[float, ArrayType, Initializer, Callable] = None, - phi_q: Union[float, ArrayType, Initializer, Callable] = None, + phi_p: Optional[Union[float, ArrayType, Initializer, Callable]] = None, + phi_q: Optional[Union[float, ArrayType, Initializer, Callable]] = None, method: str = 'exp_auto', name: Optional[str] = None, mode: Optional[bm.Mode] = None, @@ -714,8 +716,8 @@ def __init__( T: Union[float, ArrayType] = 36., T_base_p: Union[float, ArrayType] = 2.3, T_base_q: Union[float, ArrayType] = 2.3, - phi_p: Union[float, ArrayType, Initializer, Callable] = None, - phi_q: Union[float, ArrayType, Initializer, Callable] = None, + phi_p: Optional[Union[float, ArrayType, Initializer, Callable]] = None, + phi_q: Optional[Union[float, ArrayType, Initializer, Callable]] = None, g_max: Union[float, ArrayType, Initializer, Callable] = 1., V_sh: Union[float, ArrayType, Initializer, Callable] = 0., method: str = 'exp_auto', @@ -803,9 +805,9 @@ def __init__( self, size: Shape, keep_size: bool = False, - T: Union[float, ArrayType, Initializer, Callable] = 36., - T_base_p: Union[float, ArrayType, Initializer, Callable] = 3.55, - T_base_q: Union[float, ArrayType, Initializer, Callable] = 3., + T: Union[float, ArrayType] = 36., + T_base_p: Union[float, ArrayType] = 3.55, + T_base_q: Union[float, ArrayType] = 3., g_max: Union[float, ArrayType, Initializer, Callable] = 1., V_sh: Union[float, ArrayType, Initializer, Callable] = 0., method: str = 'exp_auto', diff --git a/brainpy/dyn/channels/hyperpolarization_activated.py b/brainpy/dyn/channels/hyperpolarization_activated.py index 878e59ded..81ffe8bba 100644 --- a/brainpy/dyn/channels/hyperpolarization_activated.py +++ b/brainpy/dyn/channels/hyperpolarization_activated.py @@ -174,7 +174,7 @@ class Ih_De1996(IonChannel): slices." Journal of neurophysiology 76.3 (1996): 2049-2070. """ - master_type = Calcium + master_type = Calcium # type: ignore[assignment] # per-channel override; base IonChannel.master_type is inferred as type[HHTypedNeuron] def __init__( self, @@ -189,7 +189,7 @@ def __init__( Ca_half: Union[float, ArrayType, Initializer, Callable] = 2e-3, T: Union[float, ArrayType] = 36., T_base: Union[float, ArrayType] = 3., - phi: Union[float, ArrayType, Initializer, Callable] = None, + phi: Union[float, ArrayType, Initializer, Callable, None] = None, method: str = 'exp_auto', name: Optional[str] = None, mode: Optional[bm.Mode] = None, diff --git a/brainpy/dyn/channels/leaky.py b/brainpy/dyn/channels/leaky.py index 4923d76c3..358a5bcdc 100644 --- a/brainpy/dyn/channels/leaky.py +++ b/brainpy/dyn/channels/leaky.py @@ -18,7 +18,7 @@ """ -from typing import Union, Callable, Sequence +from typing import Optional, Union, Callable, Sequence import brainpy.math as bm from brainpy.dyn.neurons.hh import HHTypedNeuron @@ -59,9 +59,9 @@ def __init__( keep_size: bool = False, g_max: Union[int, float, ArrayType, Initializer, Callable] = 0.1, E: Union[int, float, ArrayType, Initializer, Callable] = -70., - method: str = None, - name: str = None, - mode: bm.Mode = None, + method: Optional[str] = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IL, self).__init__(size, keep_size=keep_size, @@ -70,7 +70,7 @@ def __init__( self.E = parameter(E, self.varshape, allow_none=False) self.g_max = parameter(g_max, self.varshape, allow_none=False) - self.method = method + self.method = method # type: ignore[assignment] # base Dynamic types self.method as str; IL permits None (unused, no integral) def reset_state(self, V, batch_size=None): pass diff --git a/brainpy/dyn/channels/potassium.py b/brainpy/dyn/channels/potassium.py index 4c332eff2..e6da0388c 100644 --- a/brainpy/dyn/channels/potassium.py +++ b/brainpy/dyn/channels/potassium.py @@ -28,7 +28,7 @@ from brainpy.dyn.neurons.hh import HHTypedNeuron from brainpy.initialize import Initializer, parameter, variable from brainpy.integrators import odeint, JointEq -from brainpy.types import ArrayType +from brainpy.types import ArrayType, Shape from .base import IonChannel __all__ = [ @@ -62,7 +62,7 @@ def _exprel(x): class PotassiumChannel(IonChannel): """Base class for sodium channel dynamics.""" - master_type = Potassium + master_type = Potassium # type: ignore[assignment] # per-channel override; base IonChannel.master_type is inferred as type[HHTypedNeuron] def update(self, V, C, E): raise NotImplementedError @@ -70,10 +70,10 @@ def update(self, V, C, E): def current(self, V, C, E): raise NotImplementedError - def reset(self, V, C, E, batch_size: int = None): + def reset(self, V, C, E, batch_size: Optional[int] = None): self.reset_state(V, C, E, batch_size) - def reset_state(self, V, C, E, batch_size: int = None): + def reset_state(self, V, C, E, batch_size: Optional[int] = None): raise NotImplementedError('Must be implemented by the subclass.') @@ -115,13 +115,13 @@ class _IK_p4_markov_v2(PotassiumChannel): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, g_max: Union[float, ArrayType, Initializer, Callable] = 10., phi: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -211,7 +211,7 @@ class IKDR_Ba2002v2(_IK_p4_markov_v2): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, g_max: Union[float, ArrayType, Initializer, Callable] = 10., V_sh: Union[float, ArrayType, Initializer, Callable] = -50., @@ -219,8 +219,8 @@ def __init__( T: Union[float, ArrayType] = 36., phi: Optional[Union[float, ArrayType, Initializer, Callable]] = None, method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): phi = T_base ** ((T - 36) / 10) if phi is None else phi super().__init__(size, @@ -290,14 +290,14 @@ class IK_TM1991v2(_IK_p4_markov_v2): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, g_max: Union[float, ArrayType, Initializer, Callable] = 10., phi: Union[float, ArrayType, Initializer, Callable] = 1., V_sh: Union[int, float, ArrayType, Initializer, Callable] = -60., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -363,14 +363,14 @@ class IK_HH1952v2(_IK_p4_markov_v2): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, g_max: Union[float, ArrayType, Initializer, Callable] = 10., phi: Union[float, ArrayType, Initializer, Callable] = 1., V_sh: Union[int, float, ArrayType, Initializer, Callable] = -45., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -436,14 +436,14 @@ class _IKA_p4q_ss_v2(PotassiumChannel): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, g_max: Union[float, ArrayType, Initializer, Callable] = 10., phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -551,15 +551,15 @@ class IKA1_HM1992v2(_IKA_p4q_ss_v2): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, g_max: Union[float, ArrayType, Initializer, Callable] = 30., V_sh: Union[float, ArrayType, Initializer, Callable] = 0., phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -647,15 +647,15 @@ class IKA2_HM1992v2(_IKA_p4q_ss_v2): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, g_max: Union[float, ArrayType, Initializer, Callable] = 20., V_sh: Union[float, ArrayType, Initializer, Callable] = 0., phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -732,14 +732,14 @@ class _IKK2_pq_ss_v2(PotassiumChannel): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, g_max: Union[float, ArrayType, Initializer, Callable] = 10., phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -842,15 +842,15 @@ class IKK2A_HM1992v2(_IKK2_pq_ss_v2): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, g_max: Union[float, ArrayType, Initializer, Callable] = 10., V_sh: Union[float, ArrayType, Initializer, Callable] = 0., phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -933,15 +933,15 @@ class IKK2B_HM1992v2(_IKK2_pq_ss_v2): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, g_max: Union[float, ArrayType, Initializer, Callable] = 10., V_sh: Union[float, ArrayType, Initializer, Callable] = 0., phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -1018,7 +1018,7 @@ class IKNI_Ya1989v2(PotassiumChannel): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, g_max: Union[float, ArrayType, Initializer, Callable] = 0.004, phi_p: Union[float, ArrayType, Initializer, Callable] = 1., @@ -1026,8 +1026,8 @@ def __init__( tau_max: Union[float, ArrayType, Initializer, Callable] = 4e3, V_sh: Union[float, ArrayType, Initializer, Callable] = 0., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -1104,18 +1104,18 @@ class _IK_p4_markov(PotassiumChannel): The object name. """ - master_type = HHTypedNeuron + master_type = HHTypedNeuron # type: ignore[assignment] # per-channel override; base PotassiumChannel.master_type is inferred as type[Potassium] def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, E: Union[float, ArrayType, Initializer, Callable] = -90., g_max: Union[float, ArrayType, Initializer, Callable] = 10., phi: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -1206,7 +1206,7 @@ class IKDR_Ba2002(_IK_p4_markov): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, E: Union[float, ArrayType, Initializer, Callable] = -90., g_max: Union[float, ArrayType, Initializer, Callable] = 10., @@ -1215,8 +1215,8 @@ def __init__( T: Union[float, ArrayType] = 36., phi: Optional[Union[float, ArrayType, Initializer, Callable]] = None, method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): phi = T_base ** ((T - 36) / 10) if phi is None else phi super(IKDR_Ba2002, self).__init__(size, @@ -1287,15 +1287,15 @@ class IK_TM1991(_IK_p4_markov): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, E: Union[float, ArrayType, Initializer, Callable] = -90., g_max: Union[float, ArrayType, Initializer, Callable] = 10., phi: Union[float, ArrayType, Initializer, Callable] = 1., V_sh: Union[int, float, ArrayType, Initializer, Callable] = -60., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IK_TM1991, self).__init__(size, keep_size=keep_size, @@ -1362,15 +1362,15 @@ class IK_HH1952(_IK_p4_markov): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, E: Union[float, ArrayType, Initializer, Callable] = -90., g_max: Union[float, ArrayType, Initializer, Callable] = 10., phi: Union[float, ArrayType, Initializer, Callable] = 1., V_sh: Union[int, float, ArrayType, Initializer, Callable] = -45., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IK_HH1952, self).__init__(size, keep_size=keep_size, @@ -1434,19 +1434,19 @@ class _IKA_p4q_ss(PotassiumChannel): TEA-sensitive K current in acutely isolated rat thalamic relay neurons." Journal of neurophysiology 66.4 (1991): 1316-1328. """ - master_type = HHTypedNeuron + master_type = HHTypedNeuron # type: ignore[assignment] # per-channel override; base PotassiumChannel.master_type is inferred as type[Potassium] def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, E: Union[float, ArrayType, Initializer, Callable] = -90., g_max: Union[float, ArrayType, Initializer, Callable] = 10., phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -1555,7 +1555,7 @@ class IKA1_HM1992(_IKA_p4q_ss): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, E: Union[float, ArrayType, Initializer, Callable] = -90., g_max: Union[float, ArrayType, Initializer, Callable] = 30., @@ -1563,8 +1563,8 @@ def __init__( phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IKA1_HM1992, self).__init__(size, keep_size=keep_size, @@ -1653,7 +1653,7 @@ class IKA2_HM1992(_IKA_p4q_ss): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, E: Union[float, ArrayType, Initializer, Callable] = -90., g_max: Union[float, ArrayType, Initializer, Callable] = 20., @@ -1661,8 +1661,8 @@ def __init__( phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IKA2_HM1992, self).__init__(size, keep_size=keep_size, @@ -1737,19 +1737,19 @@ class _IKK2_pq_ss(PotassiumChannel): neurons." Journal of neurophysiology 66.4 (1991): 1316-1328. """ - master_type = HHTypedNeuron + master_type = HHTypedNeuron # type: ignore[assignment] # per-channel override; base PotassiumChannel.master_type is inferred as type[Potassium] def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, E: Union[float, ArrayType, Initializer, Callable] = -90., g_max: Union[float, ArrayType, Initializer, Callable] = 10., phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -1853,7 +1853,7 @@ class IKK2A_HM1992(_IKK2_pq_ss): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, E: Union[float, ArrayType, Initializer, Callable] = -90., g_max: Union[float, ArrayType, Initializer, Callable] = 10., @@ -1861,8 +1861,8 @@ def __init__( phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IKK2A_HM1992, self).__init__(size, keep_size=keep_size, @@ -1946,7 +1946,7 @@ class IKK2B_HM1992(_IKK2_pq_ss): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, E: Union[float, ArrayType, Initializer, Callable] = -90., g_max: Union[float, ArrayType, Initializer, Callable] = 10., @@ -1954,8 +1954,8 @@ def __init__( phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IKK2B_HM1992, self).__init__(size, keep_size=keep_size, @@ -2030,11 +2030,11 @@ class IKNI_Ya1989(PotassiumChannel): .. [1] Yamada, Walter M. "Multiple channels and calcium dynamics." Methods in neuronal modeling (1989): 97-133. """ - master_type = HHTypedNeuron + master_type = HHTypedNeuron # type: ignore[assignment] # per-channel override; base PotassiumChannel.master_type is inferred as type[Potassium] def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, E: Union[float, ArrayType, Initializer, Callable] = -90., g_max: Union[float, ArrayType, Initializer, Callable] = 0.004, @@ -2043,8 +2043,8 @@ def __init__( tau_max: Union[float, ArrayType, Initializer, Callable] = 4e3, V_sh: Union[float, ArrayType, Initializer, Callable] = 0., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IKNI_Ya1989, self).__init__(size, keep_size=keep_size, @@ -2100,21 +2100,21 @@ class IK_Leak(PotassiumChannel): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, keep_size: bool = False, g_max: Union[int, float, ArrayType, Initializer, Callable] = 0.005, - method: str = None, - name: str = None, - mode: bm.Mode = None, + method: Optional[str] = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size=size, keep_size=keep_size, - method=method, + method=method, # type: ignore[arg-type] # subclass keeps method=None default; Dynamic.__init__ types it as str name=name, mode=mode) self.g_max = self.init_param(g_max, self.varshape) - def reset_state(self, V, C, E, batch_size: int = None): + def reset_state(self, V, C, E, batch_size: Optional[int] = None): pass def update(self, V, C, E): diff --git a/brainpy/dyn/channels/potassium_calcium.py b/brainpy/dyn/channels/potassium_calcium.py index b510833d7..6deca01a2 100644 --- a/brainpy/dyn/channels/potassium_calcium.py +++ b/brainpy/dyn/channels/potassium_calcium.py @@ -35,7 +35,11 @@ ] -class KCaChannel(PotassiumChannel, CalciumChannel): +# ``PotassiumChannel`` and ``CalciumChannel`` each define ``master_type`` with a +# different ion type; combining them here is intentional (a calcium-dependent +# potassium channel binds to both). ``IAHP_De1994v2`` below sets the concrete +# ``master_type = JointType[Calcium, Potassium]``. +class KCaChannel(PotassiumChannel, CalciumChannel): # type: ignore[misc] pass diff --git a/brainpy/dyn/channels/potassium_calcium_compatible.py b/brainpy/dyn/channels/potassium_calcium_compatible.py index e41c66222..aae61e980 100644 --- a/brainpy/dyn/channels/potassium_calcium_compatible.py +++ b/brainpy/dyn/channels/potassium_calcium_compatible.py @@ -18,7 +18,7 @@ """ -from typing import Union, Callable +from typing import Optional, Union, Callable import brainpy.math as bm from brainpy.context import share @@ -83,7 +83,8 @@ class IAHP_De1994(IonChannel): """ '''The type of the master object.''' - master_type = Calcium + # base IonChannel infers master_type as type[HHTypedNeuron]; subclasses set other master types + master_type = Calcium # type: ignore[assignment] def __init__( self, @@ -96,8 +97,8 @@ def __init__( beta: Union[float, ArrayType, Initializer, Callable] = 0.09, phi: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size=size, keep_size=keep_size, diff --git a/brainpy/dyn/channels/potassium_compatible.py b/brainpy/dyn/channels/potassium_compatible.py index 21c75a76c..6999d9b0c 100644 --- a/brainpy/dyn/channels/potassium_compatible.py +++ b/brainpy/dyn/channels/potassium_compatible.py @@ -99,8 +99,8 @@ def __init__( g_max: Union[float, ArrayType, Initializer, Callable] = 10., phi: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -200,8 +200,8 @@ def __init__( T: Union[float, ArrayType] = 36., phi: Optional[Union[float, ArrayType, Initializer, Callable]] = None, method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): phi = T_base ** ((T - 36) / 10) if phi is None else phi super(IKDR_Ba2002, self).__init__(size, @@ -278,8 +278,8 @@ def __init__( phi: Union[float, ArrayType, Initializer, Callable] = 1., V_sh: Union[int, float, ArrayType, Initializer, Callable] = -60., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IK_TM1991, self).__init__(size, keep_size=keep_size, @@ -352,8 +352,8 @@ def __init__( phi: Union[float, ArrayType, Initializer, Callable] = 1., V_sh: Union[int, float, ArrayType, Initializer, Callable] = -45., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IK_HH1952, self).__init__(size, keep_size=keep_size, @@ -427,8 +427,8 @@ def __init__( phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -545,8 +545,8 @@ def __init__( phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IKA1_HM1992, self).__init__(size, keep_size=keep_size, @@ -643,8 +643,8 @@ def __init__( phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IKA2_HM1992, self).__init__(size, keep_size=keep_size, @@ -730,8 +730,8 @@ def __init__( phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -843,8 +843,8 @@ def __init__( phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IKK2A_HM1992, self).__init__(size, keep_size=keep_size, @@ -936,8 +936,8 @@ def __init__( phi_p: Union[float, ArrayType, Initializer, Callable] = 1., phi_q: Union[float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IKK2B_HM1992, self).__init__(size, keep_size=keep_size, @@ -1025,8 +1025,8 @@ def __init__( tau_max: Union[float, ArrayType, Initializer, Callable] = 4e3, V_sh: Union[float, ArrayType, Initializer, Callable] = 0., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super(IKNI_Ya1989, self).__init__(size, keep_size=keep_size, @@ -1090,9 +1090,9 @@ def __init__( keep_size: bool = False, g_max: Union[int, float, ArrayType, Initializer, Callable] = 0.005, E: Union[int, float, ArrayType, Initializer, Callable] = -90., - method: str = None, - name: str = None, - mode: bm.Mode = None, + method: Optional[str] = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -1101,7 +1101,7 @@ def __init__( self.E = parameter(E, self.varshape, allow_none=False) self.g_max = parameter(g_max, self.varshape, allow_none=False) - self.method = method + self.method = method # type: ignore[assignment] # base Dynamic types self.method as str; IKL permits None (unused, no integral) def reset_state(self, V, batch_size=None): pass diff --git a/brainpy/dyn/channels/sodium.py b/brainpy/dyn/channels/sodium.py index a54fe3e15..f808b3941 100644 --- a/brainpy/dyn/channels/sodium.py +++ b/brainpy/dyn/channels/sodium.py @@ -18,7 +18,7 @@ """ -from typing import Union, Callable +from typing import Union, Callable, Optional import jax.numpy as jnp @@ -55,7 +55,11 @@ def _exprel(x): class SodiumChannel(IonChannel): """Base class for sodium channel dynamics.""" - master_type = Sodium + # ``IonChannel.master_type`` is annotated as ``type[HHTypedNeuron]`` in the + # base class, but every ion-channel subclass overrides it with its own ion + # type. Widening the base annotation (e.g. to ``type``) is an out-of-batch + # fix; the ignore documents the intentional override. + master_type = Sodium # type: ignore[assignment] def update(self, V, C, E): raise NotImplementedError @@ -63,10 +67,10 @@ def update(self, V, C, E): def current(self, V, C, E): raise NotImplementedError - def reset(self, V, C, E, batch_size: int = None): + def reset(self, V, C, E, batch_size: Optional[int] = None): self.reset_state(V, C, E, batch_size) - def reset_state(self, V, C, E, batch_size: int = None): + def reset_state(self, V, C, E, batch_size: Optional[int] = None): raise NotImplementedError('Must be implemented by the subclass.') @@ -108,8 +112,8 @@ def __init__( g_max: Union[int, float, ArrayType, Initializer, Callable] = 90., phi: Union[int, float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size=size, keep_size=keep_size, @@ -217,8 +221,8 @@ def __init__( g_max: Union[int, float, ArrayType, Initializer, Callable] = 90., V_sh: Union[int, float, ArrayType, Initializer, Callable] = -50., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -307,8 +311,8 @@ def __init__( phi: Union[int, float, ArrayType, Initializer, Callable] = 1., V_sh: Union[int, float, ArrayType, Initializer, Callable] = -63., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -397,8 +401,8 @@ def __init__( phi: Union[int, float, ArrayType, Initializer, Callable] = 1., V_sh: Union[int, float, ArrayType, Initializer, Callable] = -45., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, diff --git a/brainpy/dyn/channels/sodium_compatible.py b/brainpy/dyn/channels/sodium_compatible.py index 091cade7c..6d6261bbf 100644 --- a/brainpy/dyn/channels/sodium_compatible.py +++ b/brainpy/dyn/channels/sodium_compatible.py @@ -18,7 +18,7 @@ """ -from typing import Union, Callable, Sequence +from typing import Union, Callable, Sequence, Optional import brainpy.math as bm from brainpy.context import share @@ -84,12 +84,12 @@ def __init__( self, size: Union[int, Sequence[int]], keep_size: bool = False, - E: Union[int, float, ArrayType, Initializer, Callable] = None, + E: Optional[Union[int, float, ArrayType, Initializer, Callable]] = None, g_max: Union[int, float, ArrayType, Initializer, Callable] = 90., phi: Union[int, float, ArrayType, Initializer, Callable] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size=size, keep_size=keep_size, @@ -97,7 +97,7 @@ def __init__( mode=mode) # parameters - self.E = parameter(E, self.varshape, allow_none=False) + self.E = parameter(E, self.varshape, allow_none=False) # type: ignore[arg-type] self.phi = parameter(phi, self.varshape, allow_none=False) self.g_max = parameter(g_max, self.varshape, allow_none=False) @@ -199,8 +199,8 @@ def __init__( g_max: Union[int, float, ArrayType, Initializer, Callable] = 90., V_sh: Union[int, float, ArrayType, Initializer, Callable] = -50., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -289,8 +289,8 @@ def __init__( phi: Union[int, float, ArrayType, Initializer, Callable] = 1., V_sh: Union[int, float, ArrayType, Initializer, Callable] = -63., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, @@ -379,8 +379,8 @@ def __init__( phi: Union[int, float, ArrayType, Initializer, Callable] = 1., V_sh: Union[int, float, ArrayType, Initializer, Callable] = -45., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(size, keep_size=keep_size, diff --git a/brainpy/dyn/ions/calcium.py b/brainpy/dyn/ions/calcium.py index 51457ac6f..4659fd36c 100644 --- a/brainpy/dyn/ions/calcium.py +++ b/brainpy/dyn/ions/calcium.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Callable, Optional +from typing import Union, Callable, Optional, Any import brainpy.math as bm from brainpy.context import share @@ -116,13 +116,19 @@ def __init__( # parameters self.C0 = parameter(C0, self.varshape, allow_none=False) self.T = parameter(T, self.varshape, allow_none=False) # temperature - self._C_initializer = C_initializer + # ``ArrayType`` is a *constrained* TypeVar (types.py); using it in a plain + # attribute annotation would expand per-constraint. ``Any`` is the honest + # spelling for "an initializer, a callable, or any supported array". + self._C_initializer: Union[Initializer, Callable, Any] = C_initializer self._constant = self.R / (2 * self.F) * (273.15 + self.T) # variables self.C = variable(C_initializer, self.mode, self.varshape) # Calcium concentration + # ``bm.Variable.batch_axis`` is implicitly optional at runtime (defaults + # to None) but annotated as ``int``; passing None is valid. Fixing the + # annotation to ``Optional[int]`` is an out-of-batch change. self.E = bm.Variable(self._reversal_potential(self.C), - batch_axis=0 if isinstance(self.mode, bm.BatchingMode) else None) # Reversal potential + batch_axis=0 if isinstance(self.mode, bm.BatchingMode) else None) # function self.integral = odeint(self.derivative, method=method) diff --git a/brainpy/dyn/neurons/base.py b/brainpy/dyn/neurons/base.py index 5162a4b80..c0f69abfa 100644 --- a/brainpy/dyn/neurons/base.py +++ b/brainpy/dyn/neurons/base.py @@ -18,6 +18,7 @@ from brainpy.check import is_callable from brainpy.dyn._docs import pneu_doc, dpneu_doc from brainpy.dyn.base import NeuDyn +from brainpy.types import Shape __all__ = ['GradNeuDyn'] @@ -31,11 +32,16 @@ class GradNeuDyn(NeuDyn): {dpneu} """ - supported_modes = (bm.TrainingMode, bm.NonBatchingMode) + # NOTE: the base ``DynamicalSystem.supported_modes`` is annotated as + # ``Sequence[Mode] | None`` but is populated (here and in every sibling + # neuron/channel class) with Mode *subclasses* used for ``is_parent_of`` + # checks. Widening that base annotation to ``Sequence[type[Mode]]`` is an + # out-of-batch fix; the ignore documents the intentional class-object tuple. + supported_modes = (bm.TrainingMode, bm.NonBatchingMode) # type: ignore[assignment] def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, sharding: Any = None, keep_size: bool = False, mode: Optional[bm.Mode] = None, @@ -93,4 +99,5 @@ def inv_scaling(self, x, scale=None): return s +assert GradNeuDyn.__doc__ is not None GradNeuDyn.__doc__ = GradNeuDyn.__doc__.format(pneu=pneu_doc, dpneu=dpneu_doc) diff --git a/brainpy/dyn/neurons/hh.py b/brainpy/dyn/neurons/hh.py index 34b0b6f98..b48ea049b 100644 --- a/brainpy/dyn/neurons/hh.py +++ b/brainpy/dyn/neurons/hh.py @@ -113,11 +113,11 @@ def __init__( # parameters for neurons self.input_var = input_var - self.C = C - self.A = A - self.V_th = V_th + self.C: Any = C + self.A: Any = A + self.V_th: Any = V_th self.noise = init_noise(noise, self.varshape, num_vars=1) - self._V_initializer = V_initializer + self._V_initializer: Any = V_initializer self.spk_type = ((bm.float_ if isinstance(self.mode, bm.TrainingMode) else bm.bool) if (spk_type is None) else spk_type) @@ -325,8 +325,8 @@ def __init__( size: Union[int, Sequence[int]], sharding: Any = None, keep_size: bool = False, - mode: bm.Mode = None, - name: str = None, + mode: Optional[bm.Mode] = None, + name: Optional[str] = None, method: str = 'exp_auto', init_var: bool = True, @@ -345,7 +345,7 @@ def __init__( n_initializer: Optional[Union[Callable, ArrayType]] = None, # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__(size=size, @@ -632,15 +632,15 @@ class MorrisLecarLTC(NeuDyn): .. [6] https://en.wikipedia.org/wiki/Morris%E2%80%93Lecar_model """ - supported_modes = (bm.NonBatchingMode, bm.BatchingMode) + supported_modes = (bm.NonBatchingMode, bm.BatchingMode) # type: ignore[assignment] # base dynsys.py types supported_modes as Sequence[Mode] instances, but the convention assigns Mode subclass types def __init__( self, size: Union[int, Sequence[int]], sharding: Any = None, keep_size: bool = False, - mode: bm.Mode = None, - name: str = None, + mode: Optional[bm.Mode] = None, + name: Optional[str] = None, method: str = 'exp_auto', init_var: bool = True, @@ -662,7 +662,7 @@ def __init__( V_initializer: Union[Callable, ArrayType] = Uniform(-70., -60.), # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__(size=size, @@ -925,8 +925,8 @@ def __init__( size: Union[int, Sequence[int]], sharding: Any = None, keep_size: bool = False, - mode: bm.Mode = None, - name: str = None, + mode: Optional[bm.Mode] = None, + name: Optional[str] = None, method: str = 'exp_auto', init_var: bool = True, @@ -945,7 +945,7 @@ def __init__( n_initializer: Union[Callable, ArrayType] = OneInit(0.32), # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__(size=size, diff --git a/brainpy/dyn/neurons/lif.py b/brainpy/dyn/neurons/lif.py index 053a652cb..8210f8f40 100644 --- a/brainpy/dyn/neurons/lif.py +++ b/brainpy/dyn/neurons/lif.py @@ -87,7 +87,7 @@ class IFLTC(GradNeuDyn): def __init__( self, size: Shape, - sharding: Optional[Sequence[str]] = None, + sharding: Optional[Sharding] = None, keep_size: bool = False, mode: Optional[bm.Mode] = None, name: Optional[str] = None, @@ -165,6 +165,7 @@ def update(self, x=None): return super().update(x) +assert IFLTC.__doc__ is not None IF.__doc__ = IFLTC.__doc__ % ('', if_doc, pneu_doc, dpneu_doc) IFLTC.__doc__ = IFLTC.__doc__ % (ltc_doc, if_doc, pneu_doc, dpneu_doc) @@ -217,7 +218,7 @@ class LifLTC(GradNeuDyn): def __init__( self, size: Shape, - sharding: Optional[Sequence[str]] = None, + sharding: Optional[Sharding] = None, keep_size: bool = False, mode: Optional[bm.Mode] = None, name: Optional[str] = None, @@ -367,6 +368,8 @@ def update(self, x=None): return super().update(x) +assert Lif.__doc__ is not None +assert LifLTC.__doc__ is not None Lif.__doc__ = Lif.__doc__ % (lif_doc, pneu_doc, dpneu_doc) LifLTC.__doc__ = LifLTC.__doc__ % (lif_doc, pneu_doc, dpneu_doc) @@ -589,6 +592,7 @@ def update(self, x=None): return super().update(x) +assert LifRefLTC.__doc__ is not None LifRef.__doc__ = LifRefLTC.__doc__ % (lif_doc, pneu_doc, dpneu_doc, ref_doc) LifRefLTC.__doc__ = LifRefLTC.__doc__ % (lif_doc, pneu_doc, dpneu_doc, ref_doc) @@ -701,7 +705,7 @@ class ExpIFLTC(GradNeuDyn): def __init__( self, size: Shape, - sharding: Optional[Sequence[str]] = None, + sharding: Optional[Sharding] = None, keep_size: bool = False, mode: Optional[bm.Mode] = None, name: Optional[str] = None, @@ -724,7 +728,7 @@ def __init__( V_initializer: Union[Callable, ArrayType] = ZeroInit(), # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__(size=size, @@ -1076,7 +1080,7 @@ def __init__( ref_var: bool = False, # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__( @@ -1297,6 +1301,10 @@ def update(self, x=None): return super().update(x) +assert ExpIF.__doc__ is not None +assert ExpIFRefLTC.__doc__ is not None +assert ExpIFRef.__doc__ is not None +assert ExpIFLTC.__doc__ is not None ExpIF.__doc__ = ExpIF.__doc__ % (pneu_doc, dpneu_doc) ExpIFRefLTC.__doc__ = ExpIFRefLTC.__doc__ % (pneu_doc, dpneu_doc, ref_doc) ExpIFRef.__doc__ = ExpIFRef.__doc__ % (pneu_doc, dpneu_doc, ref_doc) @@ -1407,7 +1415,7 @@ class AdExIFLTC(GradNeuDyn): def __init__( self, size: Shape, - sharding: Optional[Sequence[str]] = None, + sharding: Optional[Sharding] = None, keep_size: bool = False, mode: Optional[bm.Mode] = None, name: Optional[str] = None, @@ -1434,7 +1442,7 @@ def __init__( w_initializer: Union[Callable, ArrayType] = ZeroInit(), # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__(size=size, @@ -1778,7 +1786,7 @@ def __init__( ref_var: bool = False, # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__( @@ -1993,6 +2001,10 @@ def update(self, x=None): return super().update(x) +assert AdExIF.__doc__ is not None +assert AdExIFRefLTC.__doc__ is not None +assert AdExIFRef.__doc__ is not None +assert AdExIFLTC.__doc__ is not None AdExIF.__doc__ = AdExIF.__doc__ % (pneu_doc, dpneu_doc) AdExIFRefLTC.__doc__ = AdExIFRefLTC.__doc__ % (pneu_doc, dpneu_doc, ref_doc) AdExIFRef.__doc__ = AdExIFRef.__doc__ % (pneu_doc, dpneu_doc, ref_doc) @@ -2074,7 +2086,7 @@ class QuaIFLTC(GradNeuDyn): def __init__( self, size: Shape, - sharding: Optional[Sequence[str]] = None, + sharding: Optional[Sharding] = None, keep_size: bool = False, mode: Optional[bm.Mode] = None, name: Optional[str] = None, @@ -2097,7 +2109,7 @@ def __init__( V_initializer: Union[Callable, ArrayType] = ZeroInit(), # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__(size=size, @@ -2375,7 +2387,7 @@ def __init__( ref_var: bool = False, # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__( @@ -2559,6 +2571,10 @@ def update(self, x=None): return super().update(x) +assert QuaIF.__doc__ is not None +assert QuaIFRefLTC.__doc__ is not None +assert QuaIFRef.__doc__ is not None +assert QuaIFLTC.__doc__ is not None QuaIF.__doc__ = QuaIF.__doc__ % (pneu_doc, dpneu_doc) QuaIFRefLTC.__doc__ = QuaIFRefLTC.__doc__ % (pneu_doc, dpneu_doc, ref_doc) QuaIFRef.__doc__ = QuaIFRef.__doc__ % (pneu_doc, dpneu_doc, ref_doc) @@ -2653,7 +2669,7 @@ class AdQuaIFLTC(GradNeuDyn): def __init__( self, size: Shape, - sharding: Optional[Sequence[str]] = None, + sharding: Optional[Sharding] = None, keep_size: bool = False, mode: Optional[bm.Mode] = None, name: Optional[str] = None, @@ -2679,7 +2695,7 @@ def __init__( w_initializer: Union[Callable, ArrayType] = ZeroInit(), # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__(size=size, @@ -2996,7 +3012,7 @@ def __init__( ref_var: bool = False, # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__( @@ -3199,6 +3215,10 @@ def update(self, x=None): return super().update(x) +assert AdQuaIF.__doc__ is not None +assert AdQuaIFRefLTC.__doc__ is not None +assert AdQuaIFRef.__doc__ is not None +assert AdQuaIFLTC.__doc__ is not None AdQuaIF.__doc__ = AdQuaIF.__doc__ % (pneu_doc, dpneu_doc) AdQuaIFRefLTC.__doc__ = AdQuaIFRefLTC.__doc__ % (pneu_doc, dpneu_doc, ref_doc) AdQuaIFRef.__doc__ = AdQuaIFRef.__doc__ % (pneu_doc, dpneu_doc, ref_doc) @@ -3319,7 +3339,7 @@ class GifLTC(GradNeuDyn): def __init__( self, size: Shape, - sharding: Optional[Sequence[str]] = None, + sharding: Optional[Sharding] = None, keep_size: bool = False, mode: Optional[bm.Mode] = None, name: Optional[str] = None, @@ -3352,7 +3372,7 @@ def __init__( Vth_initializer: Union[Callable, ArrayType] = OneInit(-50.), # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__(size=size, @@ -3746,7 +3766,7 @@ def __init__( ref_var: bool = False, # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__( @@ -3993,6 +4013,10 @@ def update(self, x=None): return super().update(x) +assert Gif.__doc__ is not None +assert GifRefLTC.__doc__ is not None +assert GifRef.__doc__ is not None +assert GifLTC.__doc__ is not None Gif.__doc__ = Gif.__doc__ % (pneu_doc, dpneu_doc) GifRefLTC.__doc__ = GifRefLTC.__doc__ % (pneu_doc, dpneu_doc, ref_doc) GifRef.__doc__ = GifRef.__doc__ % (pneu_doc, dpneu_doc, ref_doc) @@ -4090,7 +4114,7 @@ class IzhikevichLTC(GradNeuDyn): def __init__( self, size: Shape, - sharding: Optional[Sequence[str]] = None, + sharding: Optional[Sharding] = None, keep_size: bool = False, mode: Optional[bm.Mode] = None, name: Optional[str] = None, @@ -4114,10 +4138,10 @@ def __init__( tau: Union[float, ArrayType, Callable] = 10., R: Union[float, ArrayType, Callable] = 1., V_initializer: Union[Callable, ArrayType] = OneInit(-70.), - u_initializer: Union[Callable, ArrayType] = None, + u_initializer: Optional[Union[Callable, ArrayType]] = None, # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__(size=size, @@ -4134,7 +4158,7 @@ def __init__( # parameters self.V_th = self.offset_scaling(self.init_param(V_th)) self.p1 = self.inv_scaling(self.init_param(p1)) - p2_scaling = self.scaling.clone(bias=-p1 * 2 * self.scaling.bias, scale=1.) + p2_scaling = self.scaling.clone(bias=-p1 * 2 * self.scaling.bias, scale=1.) # type: ignore[operator] # p1 is a numeric parameter value here, not a Callable self.p2 = p2_scaling.offset_scaling(self.init_param(p2)) p3_bias = p1 * self.scaling.bias ** 2 + b * self.scaling.bias - p2 * self.scaling.bias p3_scaling = self.scaling.clone(bias=p3_bias, scale=self.scaling.scale) @@ -4440,14 +4464,14 @@ def __init__( tau: Union[float, ArrayType, Callable] = 10., R: Union[float, ArrayType, Callable] = 1., V_initializer: Union[Callable, ArrayType] = OneInit(-70.), - u_initializer: Union[Callable, ArrayType] = None, + u_initializer: Optional[Union[Callable, ArrayType]] = None, # new neuron parameter tau_ref: Union[float, ArrayType, Callable] = 0., ref_var: bool = False, # noise - noise: Union[float, ArrayType, Callable] = None, + noise: Optional[Union[float, ArrayType, Callable]] = None, ): # initialization super().__init__( @@ -4655,6 +4679,10 @@ def update(self, x=None): return super().update(x) +assert Izhikevich.__doc__ is not None +assert IzhikevichRefLTC.__doc__ is not None +assert IzhikevichRef.__doc__ is not None +assert IzhikevichLTC.__doc__ is not None Izhikevich.__doc__ = Izhikevich.__doc__ % (pneu_doc, dpneu_doc) IzhikevichRefLTC.__doc__ = IzhikevichRefLTC.__doc__ % (pneu_doc, dpneu_doc, ref_doc) IzhikevichRef.__doc__ = IzhikevichRef.__doc__ % (pneu_doc, dpneu_doc, ref_doc) diff --git a/brainpy/dyn/others/common.py b/brainpy/dyn/others/common.py index 661edff19..77446fd45 100644 --- a/brainpy/dyn/others/common.py +++ b/brainpy/dyn/others/common.py @@ -53,7 +53,8 @@ class Leaky(NeuDyn): %s """ - supported_modes = (bm.TrainingMode, bm.NonBatchingMode) + # supported_modes holds Mode subclasses; the base annotates it as Sequence[Mode] (too narrow) + supported_modes = (bm.TrainingMode, bm.NonBatchingMode) # type: ignore[assignment] def __init__( self, @@ -103,6 +104,7 @@ def return_info(self): return self.x +assert Leaky.__doc__ is not None Leaky.__doc__ = Leaky.__doc__ % pneu_doc @@ -129,7 +131,8 @@ class Integrator(NeuDyn): %s """ - supported_modes = (bm.TrainingMode, bm.NonBatchingMode) + # supported_modes holds Mode subclasses; the base annotates it as Sequence[Mode] (too narrow) + supported_modes = (bm.TrainingMode, bm.NonBatchingMode) # type: ignore[assignment] def __init__( self, @@ -151,7 +154,8 @@ def __init__( sharding=sharding) # parameters - self.size = tools.to_size(size) + # to_size() is typed Optional, but "size" is non-None here so the result is never None + self.size = tools.to_size(size) # type: ignore[assignment] self.sharding = sharding self.tau = init.parameter(tau, self.size, sharding=self.sharding) @@ -182,4 +186,5 @@ def return_info(self): return self.x +assert Integrator.__doc__ is not None Integrator.__doc__ = Integrator.__doc__ % pneu_doc diff --git a/brainpy/dyn/others/input.py b/brainpy/dyn/others/input.py index 9cd2b3f5d..ebbac732a 100644 --- a/brainpy/dyn/others/input.py +++ b/brainpy/dyn/others/input.py @@ -48,7 +48,7 @@ class InputGroup(NeuDyn): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, sharding: Any = None, keep_size: bool = False, mode: Optional[bm.Mode] = None, @@ -83,7 +83,7 @@ class OutputGroup(NeuDyn): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, sharding: Any = None, keep_size: bool = False, mode: Optional[bm.Mode] = None, @@ -135,7 +135,7 @@ class SpikeTimeGroup(NeuDyn): def __init__( self, - size: Union[int, Sequence[int]], + size: Shape, indices: Union[Sequence, ArrayType], times: Union[Sequence, ArrayType], spk_type: Optional[type] = None, diff --git a/brainpy/dyn/others/noise.py b/brainpy/dyn/others/noise.py index ae705dc82..0a0f697c7 100644 --- a/brainpy/dyn/others/noise.py +++ b/brainpy/dyn/others/noise.py @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Callable +from typing import Union, Callable, Optional import jax.numpy as jnp @@ -66,8 +66,8 @@ def __init__( tau: Union[float, ArrayType, Callable] = 10., method: str = 'exp_euler', keep_size: bool = False, - mode: bm.Mode = None, - name: str = None, + mode: Optional[bm.Mode] = None, + name: Optional[str] = None, ): super(OUProcess, self).__init__(size=size, name=name, keep_size=keep_size, mode=mode) diff --git a/brainpy/dyn/projections/align_post.py b/brainpy/dyn/projections/align_post.py index 45a457eb7..9c1a2ade2 100644 --- a/brainpy/dyn/projections/align_post.py +++ b/brainpy/dyn/projections/align_post.py @@ -12,13 +12,33 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Optional, Callable, Union +from typing import Optional, Callable, Union, TYPE_CHECKING, Any from brainpy import math as bm, check from brainpy.delay import (delay_identifier, register_delay_by_return) from brainpy.dynsys import DynamicalSystem, Projection -from brainpy.mixin import (JointType, ParamDescriber, SupportAutoDelay, BindCondData, AlignPost) +from brainpy.mixin import (SupportAutoDelay, BindCondData, AlignPost) + +if TYPE_CHECKING: + # ``JointType`` and ``ParamDescriber`` are runtime helpers from ``brainstate`` + # that mypy cannot model as static types (``JointType`` is a singleton instance + # supporting subscription; ``ParamDescriber`` is a non-generic class). Provide + # type-check-only stand-ins so annotations such as ``JointType[A, B]`` and + # ``ParamDescriber[T]`` are accepted. The runtime objects are imported below. + # ``JointType`` reuses delay.py's stand-in so the ``pre`` annotation here is the + # SAME static type ``register_delay_by_return`` expects. + from typing import Generic, TypeVar + + from brainpy.delay import JointType + + _DescT = TypeVar('_DescT') + + class ParamDescriber(Generic[_DescT]): + def __getattr__(self, item: str) -> Any: ... + def __call__(self, *args: Any, **kwargs: Any) -> Any: ... +else: + from brainpy.mixin import JointType, ParamDescriber __all__ = [ 'HalfProjAlignPostMg', 'FullProjAlignPostMg', @@ -153,7 +173,7 @@ def __init__( syn, out = align_post_add_bef_update(out_label, syn_desc=syn, out_desc=out, post=post, proj_name=self.name) # references - self.refs = dict(post=post) # invisible to ``self.nodes()`` + self.refs: dict = dict(post=post) # invisible to ``self.nodes()`` self.refs['syn'] = syn self.refs['out'] = out self.refs['comm'] = comm # unify the access @@ -292,7 +312,7 @@ def __init__( syn, out = align_post_add_bef_update(out_label, syn_desc=syn, out_desc=out, post=post, proj_name=self.name) # references - self.refs = dict(pre=pre, post=post) # invisible to ``self.nodes()`` + self.refs: dict = dict(pre=pre, post=post) # invisible to ``self.nodes()`` self.refs['syn'] = syn # invisible to ``self.node()`` self.refs['out'] = out # invisible to ``self.node()`` # unify the access @@ -397,7 +417,7 @@ def __init__( post.add_inp_fun(self.name, out, label=out_label) # reference - self.refs = dict() + self.refs: dict = dict() # invisible to ``self.nodes()`` self.refs['post'] = post self.refs['syn'] = syn @@ -532,7 +552,7 @@ def __init__( post.add_inp_fun(self.name, out, label=out_label) # references - self.refs = dict() + self.refs: dict = dict() # invisible to ``self.nodes()`` self.refs['pre'] = pre self.refs['post'] = post diff --git a/brainpy/dyn/projections/align_pre.py b/brainpy/dyn/projections/align_pre.py index af665b439..9b0f6a98d 100644 --- a/brainpy/dyn/projections/align_pre.py +++ b/brainpy/dyn/projections/align_pre.py @@ -174,10 +174,10 @@ def update(self, inp): def __init__( self, pre: DynamicalSystem, - syn: ParamDescriber[JointType[DynamicalSystem, SupportAutoDelay]], + syn: ParamDescriber[JointType[DynamicalSystem, SupportAutoDelay]], # type: ignore[type-arg, valid-type] # brainstate dynamic type delay: Union[None, int, float], comm: DynamicalSystem, - out: JointType[DynamicalSystem, BindCondData], + out: JointType[DynamicalSystem, BindCondData], # type: ignore[valid-type] # brainstate dynamic type post: DynamicalSystem, out_label: Optional[str] = None, name: Optional[str] = None, @@ -187,7 +187,7 @@ def __init__( # synaptic models check.is_instance(pre, DynamicalSystem) - check.is_instance(syn, ParamDescriber[JointType[DynamicalSystem, SupportAutoDelay]]) + check.is_instance(syn, ParamDescriber[JointType[DynamicalSystem, SupportAutoDelay]]) # type: ignore[misc, valid-type] # brainstate dynamic type check.is_instance(comm, DynamicalSystem) check.is_instance(out, JointType[DynamicalSystem, BindCondData]) check.is_instance(post, DynamicalSystem) @@ -319,11 +319,11 @@ def update(self, inp): def __init__( self, - pre: JointType[DynamicalSystem, SupportAutoDelay], + pre: JointType[DynamicalSystem, SupportAutoDelay], # type: ignore[valid-type] # brainstate dynamic type delay: Union[None, int, float], - syn: ParamDescriber[DynamicalSystem], + syn: ParamDescriber[DynamicalSystem], # type: ignore[type-arg] # brainstate ParamDescriber is non-generic comm: DynamicalSystem, - out: JointType[DynamicalSystem, BindCondData], + out: JointType[DynamicalSystem, BindCondData], # type: ignore[valid-type] # brainstate dynamic type post: DynamicalSystem, out_label: Optional[str] = None, name: Optional[str] = None, @@ -333,7 +333,7 @@ def __init__( # synaptic models check.is_instance(pre, JointType[DynamicalSystem, SupportAutoDelay]) - check.is_instance(syn, ParamDescriber[DynamicalSystem]) + check.is_instance(syn, ParamDescriber[DynamicalSystem]) # type: ignore[misc] # brainstate ParamDescriber is non-generic check.is_instance(comm, DynamicalSystem) check.is_instance(out, JointType[DynamicalSystem, BindCondData]) check.is_instance(post, DynamicalSystem) @@ -461,10 +461,10 @@ def update(self, inp): def __init__( self, pre: DynamicalSystem, - syn: JointType[DynamicalSystem, SupportAutoDelay], + syn: JointType[DynamicalSystem, SupportAutoDelay], # type: ignore[valid-type] # brainstate dynamic type delay: Union[None, int, float], comm: DynamicalSystem, - out: JointType[DynamicalSystem, BindCondData], + out: JointType[DynamicalSystem, BindCondData], # type: ignore[valid-type] # brainstate dynamic type post: DynamicalSystem, out_label: Optional[str] = None, name: Optional[str] = None, @@ -481,7 +481,7 @@ def __init__( self.comm = comm # synapse and delay initialization - delay_cls = init_delay_by_return(syn.return_info()) + delay_cls = init_delay_by_return(syn.return_info()) # type: ignore[attr-defined] # brainstate JointType not statically resolvable delay_cls.register_entry(self.name, delay) pre.add_aft_update(self.name, _AlignPre(syn, delay_cls)) @@ -604,11 +604,11 @@ def update(self, inp): def __init__( self, - pre: JointType[DynamicalSystem, SupportAutoDelay], + pre: JointType[DynamicalSystem, SupportAutoDelay], # type: ignore[valid-type] # brainstate dynamic type delay: Union[None, int, float], syn: DynamicalSystem, comm: DynamicalSystem, - out: JointType[DynamicalSystem, BindCondData], + out: JointType[DynamicalSystem, BindCondData], # type: ignore[valid-type] # brainstate dynamic type post: DynamicalSystem, out_label: Optional[str] = None, name: Optional[str] = None, diff --git a/brainpy/dyn/projections/conn.py b/brainpy/dyn/projections/conn.py index ee2b1157c..09ed29739 100644 --- a/brainpy/dyn/projections/conn.py +++ b/brainpy/dyn/projections/conn.py @@ -47,7 +47,7 @@ def __init__( self, pre: DynamicalSystem, post: DynamicalSystem, - conn: Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]] = None, + conn: Optional[Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]]] = None, name: Optional[str] = None, mode: Optional[bm.Mode] = None, ): diff --git a/brainpy/dyn/projections/delta.py b/brainpy/dyn/projections/delta.py index 7a5d152da..da79c1a0c 100644 --- a/brainpy/dyn/projections/delta.py +++ b/brainpy/dyn/projections/delta.py @@ -12,12 +12,21 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Optional, Union +from typing import Optional, Union, TYPE_CHECKING from brainpy import math as bm, check from brainpy.delay import (delay_identifier, register_delay_by_return) from brainpy.dynsys import DynamicalSystem, Projection -from brainpy.mixin import (JointType, SupportAutoDelay) +from brainpy.mixin import SupportAutoDelay + +if TYPE_CHECKING: + # Reuse delay.py's type-check-only ``JointType`` stand-in so that the argument + # type expected by ``register_delay_by_return`` (defined in brainpy.delay) is the + # same static type used to annotate ``pre`` here. The runtime object is imported + # from ``brainpy.mixin`` below. + from brainpy.delay import JointType +else: + from brainpy.mixin import JointType __all__ = [ 'HalfProjDelta', 'FullProjDelta', diff --git a/brainpy/dyn/projections/plasticity.py b/brainpy/dyn/projections/plasticity.py index 5329a26ab..38938d02c 100644 --- a/brainpy/dyn/projections/plasticity.py +++ b/brainpy/dyn/projections/plasticity.py @@ -12,15 +12,35 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Optional, Callable, Union +from typing import Optional, Callable, Union, TYPE_CHECKING, Any from brainpy import math as bm, check from brainpy.delay import register_delay_by_return from brainpy.dyn.synapses.abstract_models import Expon from brainpy.dynsys import DynamicalSystem, Projection -from brainpy.mixin import (JointType, ParamDescriber, SupportAutoDelay, +from brainpy.mixin import (SupportAutoDelay, BindCondData, AlignPost, SupportSTDP) from brainpy.types import ArrayType + +if TYPE_CHECKING: + # ``JointType`` and ``ParamDescriber`` are runtime helpers from ``brainstate`` + # that mypy cannot model as static types (``JointType`` is a singleton instance + # supporting subscription; ``ParamDescriber`` is a non-generic class). Provide + # type-check-only stand-ins so annotations such as ``JointType[A, B]`` and + # ``ParamDescriber[T]`` are accepted. The runtime objects are imported below. + # ``JointType`` reuses delay.py's stand-in so the ``pre`` annotation here is the + # SAME static type ``register_delay_by_return`` expects. + from typing import Generic, TypeVar + + from brainpy.delay import JointType + + _DescT = TypeVar('_DescT') + + class ParamDescriber(Generic[_DescT]): + def __getattr__(self, item: str) -> Any: ... + def __call__(self, *args: Any, **kwargs: Any) -> Any: ... +else: + from brainpy.mixin import JointType, ParamDescriber from .align_post import (align_post_add_bef_update, ) from .align_pre import (align_pre2_add_bef_update, ) from .utils import (_get_return, ) @@ -31,9 +51,9 @@ def _init_trace_by_align_pre2( - target: DynamicalSystem, + target: Any, delay: Union[None, int, float], - syn: ParamDescriber[DynamicalSystem], + syn: Any, ): """Calculate the trace of the target by reusing the existing connections.""" check.is_instance(target, DynamicalSystem) @@ -198,7 +218,7 @@ def __init__( post.add_inp_fun(self.name, out_cls, label=out_label) # references - self.refs = dict(pre=pre, post=post) # invisible to ``self.nodes()`` + self.refs: dict = dict(pre=pre, post=post) # invisible to ``self.nodes()`` self.refs['delay'] = delay_cls self.refs['syn'] = syn_cls # invisible to ``self.node()`` self.refs['out'] = out_cls # invisible to ``self.node()`` @@ -213,10 +233,10 @@ def __init__( # synapse parameters self.W_max = W_max self.W_min = W_min - self.tau_s = tau_s - self.tau_t = tau_t - self.A1 = A1 - self.A2 = A2 + self.tau_s: Any = tau_s + self.tau_t: Any = tau_t + self.A1: Any = A1 + self.A2: Any = A2 pre = property(lambda self: self.refs['pre']) post = property(lambda self: self.refs['post']) diff --git a/brainpy/dyn/projections/vanilla.py b/brainpy/dyn/projections/vanilla.py index bf7abc62d..4c5f4125e 100644 --- a/brainpy/dyn/projections/vanilla.py +++ b/brainpy/dyn/projections/vanilla.py @@ -12,11 +12,26 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Optional +from typing import Optional, TYPE_CHECKING, Any from brainpy import math as bm, check from brainpy.dynsys import DynamicalSystem, Projection -from brainpy.mixin import (JointType, BindCondData) +from brainpy.mixin import BindCondData + +if TYPE_CHECKING: + # ``JointType`` is a runtime helper from ``brainstate`` that mypy cannot model + # as a static type (it is a singleton instance supporting subscription). Provide + # a type-check-only stand-in so annotations such as ``JointType[A, B]`` are + # accepted. The runtime object is imported below. + from typing import Generic, TypeVarTuple, Unpack + + _JointTs = TypeVarTuple('_JointTs') + + class JointType(Generic[Unpack[_JointTs]]): + def __getattr__(self, item: str) -> Any: ... + def __call__(self, *args: Any, **kwargs: Any) -> Any: ... +else: + from brainpy.mixin import JointType __all__ = [ 'VanillaProj', diff --git a/brainpy/dyn/rates/nvar.py b/brainpy/dyn/rates/nvar.py index ad437d30d..e61b39709 100644 --- a/brainpy/dyn/rates/nvar.py +++ b/brainpy/dyn/rates/nvar.py @@ -89,12 +89,15 @@ def __init__( super(NVAR, self).__init__(mode=mode, name=name) # parameters - order = tuple() if order is None else order - if not isinstance(order, (tuple, list)): - order = (order,) - self.order = tuple(order) - check.is_sequence(order, 'order', allow_none=False) - for o in order: + if order is None: + orders: tuple = tuple() + elif isinstance(order, (tuple, list)): + orders = tuple(order) + else: + orders = (order,) + self.order = tuple(orders) + check.is_sequence(orders, 'order', allow_none=False) + for o in orders: check.is_integer(o, 'order', allow_none=False, min_bound=2) check.is_integer(delay, 'delay', allow_none=False, min_bound=1) check.is_integer(stride, 'stride', allow_none=False, min_bound=1) @@ -119,9 +122,9 @@ def __init__( # of the n components involved, n being the order of the # monomials. Precompute them to improve efficiency. self.comb_ids = [] - for order in self.order: - assert order >= 2, f'"order" must be a integer >= 2, while we got {order}.' - idx = np.array(list(combinations_with_replacement(np.arange(self.linear_dim), order))) + for order_i in self.order: + assert order_i >= 2, f'"order" must be a integer >= 2, while we got {order_i}.' + idx = np.array(list(combinations_with_replacement(np.arange(self.linear_dim), order_i))) self.comb_ids.append(jnp.asarray(idx)) # number of non-linear components is (d + n - 1)! / (d - 1)! n! # i.e. number of all unique monomials of order n made from the diff --git a/brainpy/dyn/rates/populations.py b/brainpy/dyn/rates/populations.py index 06e00b932..45fcae178 100644 --- a/brainpy/dyn/rates/populations.py +++ b/brainpy/dyn/rates/populations.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Callable +from typing import Union, Callable, Optional, Any import jax @@ -108,10 +108,10 @@ def __init__( x_initializer: Union[Initializer, Callable, ArrayType] = Uniform(0, 0.05), y_initializer: Union[Initializer, Callable, ArrayType] = Uniform(0, 0.05), method: str = 'exp_auto', - name: str = None, + name: Optional[str] = None, # parameter for training - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, input_var: bool = True, ): super().__init__(size=size, @@ -141,8 +141,11 @@ def __init__( # initializers is_initializer(x_initializer, 'x_initializer') is_initializer(y_initializer, 'y_initializer') - self._x_initializer = x_initializer - self._y_initializer = y_initializer + # Private cache of the passed initializer/callable/array. ``ArrayType`` is a + # constrained TypeVar (unusable as a plain annotation); ``Any`` is the honest + # type for this heterogeneous value and lets it flow into ``variable_``. + self._x_initializer: Any = x_initializer + self._y_initializer: Any = y_initializer # variables self.x = variable_(self._x_initializer, self.varshape, self.mode) @@ -304,10 +307,10 @@ def __init__( x_initializer: Union[Initializer, Callable, ArrayType] = Uniform(0, 0.05), y_initializer: Union[Initializer, Callable, ArrayType] = Uniform(0, 0.05), method: str = 'exp_auto', - name: str = None, + name: Optional[str] = None, # parameter for training - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, input_var: bool = True, ): super(FeedbackFHN, self).__init__(size=size, @@ -335,8 +338,11 @@ def __init__( # initializers is_initializer(x_initializer, 'x_initializer') is_initializer(y_initializer, 'y_initializer') - self._x_initializer = x_initializer - self._y_initializer = y_initializer + # Private cache of the passed initializer/callable/array. ``ArrayType`` is a + # constrained TypeVar (unusable as a plain annotation); ``Any`` is the honest + # type for this heterogeneous value and lets it flow into ``variable_``. + self._x_initializer: Any = x_initializer + self._y_initializer: Any = y_initializer # variables self.x = variable(x_initializer, self.mode, self.varshape) @@ -504,11 +510,11 @@ def __init__( x_initializer: Union[Initializer, Callable, ArrayType] = Uniform(0, 0.05), y_initializer: Union[Initializer, Callable, ArrayType] = Uniform(0, 0.05), method: str = 'exp_auto', - name: str = None, + name: Optional[str] = None, input_var: bool = True, # parameter for training - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, ): super(QIF, self).__init__(size=size, name=name, @@ -536,8 +542,11 @@ def __init__( # initializers is_initializer(x_initializer, 'x_initializer') is_initializer(y_initializer, 'y_initializer') - self._x_initializer = x_initializer - self._y_initializer = y_initializer + # Private cache of the passed initializer/callable/array. ``ArrayType`` is a + # constrained TypeVar (unusable as a plain annotation); ``Any`` is the honest + # type for this heterogeneous value and lets it flow into ``variable_``. + self._x_initializer: Any = x_initializer + self._y_initializer: Any = y_initializer # variables self.x = variable(x_initializer, self.mode, self.varshape) @@ -659,10 +668,10 @@ def __init__( x_initializer: Union[Initializer, Callable, ArrayType] = Uniform(0, 0.5), y_initializer: Union[Initializer, Callable, ArrayType] = Uniform(0, 0.5), method: str = 'exp_auto', - name: str = None, + name: Optional[str] = None, # parameter for training - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, input_var: bool = True, ): super(StuartLandauOscillator, self).__init__(size=size, @@ -686,8 +695,11 @@ def __init__( # initializers is_initializer(x_initializer, 'x_initializer') is_initializer(y_initializer, 'y_initializer') - self._x_initializer = x_initializer - self._y_initializer = y_initializer + # Private cache of the passed initializer/callable/array. ``ArrayType`` is a + # constrained TypeVar (unusable as a plain annotation); ``Any`` is the honest + # type for this heterogeneous value and lets it flow into ``variable_``. + self._x_initializer: Any = x_initializer + self._y_initializer: Any = y_initializer # variables self.x = variable(x_initializer, self.mode, self.varshape) @@ -828,10 +840,10 @@ def __init__( # other parameters method: str = 'exp_euler_auto', - name: str = None, + name: Optional[str] = None, # parameter for training - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, input_var: bool = True, ): super(WilsonCowanModel, self).__init__(size=size, name=name, keep_size=keep_size, mode=mode) @@ -861,8 +873,11 @@ def __init__( # initializers is_initializer(x_initializer, 'x_initializer') is_initializer(y_initializer, 'y_initializer') - self._x_initializer = x_initializer - self._y_initializer = y_initializer + # Private cache of the passed initializer/callable/array. ``ArrayType`` is a + # constrained TypeVar (unusable as a plain annotation); ``Any`` is the honest + # type for this heterogeneous value and lets it flow into ``variable_``. + self._x_initializer: Any = x_initializer + self._y_initializer: Any = y_initializer # variables self.x = variable(x_initializer, self.mode, self.varshape) @@ -997,12 +1012,12 @@ def __init__( noise_i: Union[float, Callable, Initializer, ArrayType] = 0., e_initializer: Union[ArrayType, Callable, Initializer] = ZeroInit(), i_initializer: Union[ArrayType, Callable, Initializer] = ZeroInit(), - seed: int = None, + seed: Optional[int] = None, keep_size: bool = False, - name: str = None, + name: Optional[str] = None, # parameter for training - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, input_var: bool = True, ): super(ThresholdLinearModel, self).__init__(size, @@ -1018,8 +1033,8 @@ def __init__( self.beta_i = parameter(beta_i, self.varshape, False) self.noise_e = parameter(noise_e, self.varshape, False) self.noise_i = parameter(noise_i, self.varshape, False) - self._e_initializer = e_initializer - self._i_initializer = i_initializer + self._e_initializer: Any = e_initializer + self._i_initializer: Any = i_initializer self.input_var = input_var # variables diff --git a/brainpy/dyn/rates/reservoir.py b/brainpy/dyn/rates/reservoir.py index 1a7ef14ae..658e10ac1 100644 --- a/brainpy/dyn/rates/reservoir.py +++ b/brainpy/dyn/rates/reservoir.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Optional, Union, Callable, Tuple +from typing import Any, Optional, Union, Callable, Tuple import jax.numpy as jnp @@ -125,11 +125,12 @@ def __init__( super(Reservoir, self).__init__(mode=mode, name=name) # parameters - input_shape = to_size(input_shape) - if input_shape[0] is None: - input_shape = input_shape[1:] - self.input_shape = input_shape - self.output_shape = input_shape[:-1] + (num_out,) + shape = to_size(input_shape) + assert shape is not None + if shape[0] is None: + shape = shape[1:] + self.input_shape = shape + self.output_shape = shape[:-1] + (num_out,) self.num_unit = num_out assert num_out > 0, f'Must be a positive integer, but we got {num_out}' self.leaky_rate = leaky_rate @@ -138,16 +139,16 @@ def __init__( check.is_callable(self.activation, allow_none=False) self.activation_type = activation_type check.is_string(activation_type, 'activation_type', ['internal', 'external']) - check.is_float(spectral_radius, 'spectral_radius', allow_none=True) + check.is_float(spectral_radius, 'spectral_radius', allow_none=True) # type: ignore[arg-type] # is_float accepts None when allow_none=True but types arg as float self.spectral_radius = spectral_radius # initializations check.is_initializer(Win_initializer, 'ff_initializer', allow_none=False) check.is_initializer(Wrec_initializer, 'rec_initializer', allow_none=False) check.is_initializer(b_initializer, 'bias_initializer', allow_none=True) - self._Win_initializer = Win_initializer - self._Wrec_initializer = Wrec_initializer - self._b_initializer = b_initializer + self._Win_initializer: Any = Win_initializer + self._Wrec_initializer: Any = Wrec_initializer + self._b_initializer: Any = b_initializer # connectivity check.is_float(in_connectivity, 'ff_connectivity', 0., 1.) @@ -166,7 +167,7 @@ def __init__( check.is_string(noise_type, 'noise_type', ['normal', 'uniform']) # initialize feedforward weights - weight_shape = (input_shape[-1], self.num_unit) + weight_shape = (shape[-1], self.num_unit) self.Wff_shape = weight_shape self.Win = parameter(self._Win_initializer, weight_shape) if self.ff_connectivity < 1.: diff --git a/brainpy/dyn/rates/rnncells.py b/brainpy/dyn/rates/rnncells.py index a94ca7dfe..56f84a1c3 100644 --- a/brainpy/dyn/rates/rnncells.py +++ b/brainpy/dyn/rates/rnncells.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Callable, Sequence, Optional, Tuple +from typing import Union, Callable, Sequence, Optional, Tuple, Any import jax.numpy as jnp @@ -80,14 +80,14 @@ def __init__( Wh_initializer: Union[ArrayType, Callable, Initializer] = XavierNormal(), b_initializer: Union[ArrayType, Callable, Initializer] = ZeroInit(), activation: str = 'relu', - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, train_state: bool = False, - name: str = None, + name: Optional[str] = None, ): super(RNNCell, self).__init__(mode=mode, name=name) # parameters - self._state_initializer = state_initializer + self._state_initializer: Any = state_initializer is_initializer(state_initializer, 'state_initializer', allow_none=False) self.num_out = num_out is_integer(num_out, 'num_out', min_bound=1, allow_none=False) @@ -98,9 +98,9 @@ def __init__( is_integer(num_in, 'num_in', min_bound=1, allow_none=False) # initializers - self._Wi_initializer = Wi_initializer - self._Wh_initializer = Wh_initializer - self._b_initializer = b_initializer + self._Wi_initializer: Any = Wi_initializer + self._Wh_initializer: Any = Wh_initializer + self._b_initializer: Any = b_initializer is_initializer(Wi_initializer, 'wi_initializer', allow_none=False) is_initializer(Wh_initializer, 'wh_initializer', allow_none=False) is_initializer(b_initializer, 'b_initializer', allow_none=True) @@ -199,14 +199,14 @@ def __init__( b_initializer: Union[ArrayType, Callable, Initializer] = ZeroInit(), state_initializer: Union[ArrayType, Callable, Initializer] = ZeroInit(), activation: str = 'tanh', - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, train_state: bool = False, - name: str = None, + name: Optional[str] = None, ): super(GRUCell, self).__init__(mode=mode, name=name) # parameters - self._state_initializer = state_initializer + self._state_initializer: Any = state_initializer is_initializer(state_initializer, 'state_initializer', allow_none=False) self.num_out = num_out is_integer(num_out, 'num_out', min_bound=1, allow_none=False) @@ -215,9 +215,9 @@ def __init__( is_integer(num_in, 'num_in', min_bound=1, allow_none=False) # initializers - self._Wi_initializer = Wi_initializer - self._Wh_initializer = Wh_initializer - self._b_initializer = b_initializer + self._Wi_initializer: Any = Wi_initializer + self._Wh_initializer: Any = Wh_initializer + self._b_initializer: Any = b_initializer is_initializer(Wi_initializer, 'Wi_initializer', allow_none=False) is_initializer(Wh_initializer, 'Wh_initializer', allow_none=False) is_initializer(b_initializer, 'b_initializer', allow_none=True) @@ -337,14 +337,14 @@ def __init__( b_initializer: Union[ArrayType, Callable, Initializer] = ZeroInit(), state_initializer: Union[ArrayType, Callable, Initializer] = ZeroInit(), activation: str = 'tanh', - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, train_state: bool = False, - name: str = None, + name: Optional[str] = None, ): super(LSTMCell, self).__init__(mode=mode, name=name) # parameters - self._state_initializer = state_initializer + self._state_initializer: Any = state_initializer is_initializer(state_initializer, 'state_initializer', allow_none=False) self.num_out = num_out is_integer(num_out, 'num_out', min_bound=1, allow_none=False) @@ -354,9 +354,9 @@ def __init__( # initializers self._state_initializer = state_initializer - self._Wi_initializer = Wi_initializer - self._Wh_initializer = Wh_initializer - self._b_initializer = b_initializer + self._Wi_initializer: Any = Wi_initializer + self._Wh_initializer: Any = Wh_initializer + self._b_initializer: Any = b_initializer is_initializer(Wi_initializer, 'wi_initializer', allow_none=False) is_initializer(Wh_initializer, 'wh_initializer', allow_none=False) is_initializer(b_initializer, 'b_initializer', allow_none=True) @@ -500,13 +500,15 @@ def __init__( super().__init__(name=name, mode=mode) # parameters - self._state_initializer = state_initializer + self._state_initializer: Any = state_initializer is_initializer(state_initializer, 'state_initializer', allow_none=False) self.train_state = train_state self.num_spatial_dims = num_spatial_dims self.in_channels = in_channels self.out_channels = out_channels self.input_shape = tuple(input_shape) + if not isinstance(kernel_size, int): + kernel_size = tuple(kernel_size) self.input_to_hidden = _GeneralConv(num_spatial_dims=num_spatial_dims, in_channels=in_channels, out_channels=out_channels * 4, @@ -565,6 +567,7 @@ def update(self, x): class Conv1dLSTMCell(_ConvNDLSTMCell): # pylint: disable=empty-docstring + assert _ConvNDLSTMCell.__doc__ is not None __doc__ = _ConvNDLSTMCell.__doc__.replace("``num_spatial_dims``", "1") def __init__( @@ -631,6 +634,7 @@ def __init__( class Conv2dLSTMCell(_ConvNDLSTMCell): # pylint: disable=empty-docstring + assert _ConvNDLSTMCell.__doc__ is not None __doc__ = _ConvNDLSTMCell.__doc__.replace("``num_spatial_dims``", "2") def __init__( @@ -697,6 +701,7 @@ def __init__( class Conv3dLSTMCell(_ConvNDLSTMCell): # pylint: disable=empty-docstring + assert _ConvNDLSTMCell.__doc__ is not None __doc__ = _ConvNDLSTMCell.__doc__.replace("``num_spatial_dims``", "3") def __init__( diff --git a/brainpy/dyn/synapses/abstract_models.py b/brainpy/dyn/synapses/abstract_models.py index ca8b2ffaf..4a4bfe26e 100644 --- a/brainpy/dyn/synapses/abstract_models.py +++ b/brainpy/dyn/synapses/abstract_models.py @@ -155,6 +155,7 @@ def return_info(self): return self.g +assert Expon.__doc__ is not None Expon.__doc__ = Expon.__doc__ % (_docs.exp_syn_doc, _docs.pneu_doc,) @@ -345,6 +346,7 @@ def return_info(self): return self.g +assert DualExpon.__doc__ is not None DualExpon.__doc__ = DualExpon.__doc__ % (_docs.dual_exp_syn_doc, _docs.pneu_doc, _docs.dual_exp_args) @@ -492,6 +494,7 @@ def return_info(self): lambda shape: self.a * (self.g_decay - self.g_rise)) +assert DualExponV2.__doc__ is not None DualExponV2.__doc__ = DualExponV2.__doc__ % (_docs.dual_exp_syn_doc, _docs.pneu_doc, _docs.dual_exp_args,) @@ -616,6 +619,7 @@ def return_info(self): return self.g +assert Alpha.__doc__ is not None Alpha.__doc__ = Alpha.__doc__ % (_docs.alpha_syn_doc, _docs.pneu_doc,) @@ -805,6 +809,7 @@ def return_info(self): return self.g +assert NMDA.__doc__ is not None NMDA.__doc__ = NMDA.__doc__ % (_docs.pneu_doc,) @@ -870,6 +875,7 @@ def return_info(self): return self.x +assert STD.__doc__ is not None STD.__doc__ = STD.__doc__ % (_docs.std_doc, _docs.pneu_doc,) @@ -963,4 +969,5 @@ def return_info(self): lambda shape: self.u * self.x) +assert STP.__doc__ is not None STP.__doc__ = STP.__doc__ % (_docs.stp_doc, _docs.pneu_doc,) diff --git a/brainpy/dyn/synapses/bio_models.py b/brainpy/dyn/synapses/bio_models.py index e8e83820c..1c488863c 100644 --- a/brainpy/dyn/synapses/bio_models.py +++ b/brainpy/dyn/synapses/bio_models.py @@ -146,7 +146,7 @@ def update(self): %s """ - supported_modes = (bm.NonBatchingMode, bm.BatchingMode) + supported_modes: tuple = (bm.NonBatchingMode, bm.BatchingMode) def __init__( self, @@ -200,6 +200,7 @@ def return_info(self): return self.g +assert AMPA.__doc__ is not None AMPA.__doc__ = AMPA.__doc__ % (pneu_doc,) @@ -329,6 +330,7 @@ def __init__( sharding=sharding) +assert GABAa.__doc__ is not None GABAa.__doc__ = GABAa.__doc__ % (pneu_doc,) @@ -469,7 +471,7 @@ def update(self): Transmitter concentration duration time after being triggered. Default 1 [ms] %s """ - supported_modes = (bm.NonBatchingMode, bm.BatchingMode) + supported_modes: tuple = (bm.NonBatchingMode, bm.BatchingMode) def __init__( self, @@ -531,4 +533,5 @@ def return_info(self): return self.g +assert BioNMDA.__doc__ is not None BioNMDA.__doc__ = BioNMDA.__doc__ % (pneu_doc,) diff --git a/brainpy/dyn/synapses/delay_couplings.py b/brainpy/dyn/synapses/delay_couplings.py index f0c6b0e06..77ac54d1e 100644 --- a/brainpy/dyn/synapses/delay_couplings.py +++ b/brainpy/dyn/synapses/delay_couplings.py @@ -14,7 +14,7 @@ # limitations under the License. # ============================================================================== import numbers -from typing import Optional, Union, Sequence, Tuple, Callable +from typing import Optional, Union, Sequence, Tuple, Callable, Any import jax.numpy as jnp from jax import vmap @@ -23,7 +23,6 @@ from brainpy.check import is_sequence from brainpy.dynsys import Projection from brainpy.initialize import Initializer -from brainpy.types import ArrayType __all__ = [ 'DelayCoupling', @@ -56,10 +55,10 @@ def __init__( self, delay_var: bm.Variable, var_to_output: Union[bm.Variable, Sequence[bm.Variable]], - conn_mat: ArrayType, + conn_mat: bm.Array, required_shape: Tuple[int, ...], - delay_steps: Optional[Union[int, ArrayType, Callable]] = None, - initial_delay_data: Union[Callable, ArrayType, numbers.Number] = None, + delay_steps: Optional[Union[int, bm.Array, Callable]] = None, + initial_delay_data: Optional[Union[Initializer, Callable, bm.Array, float, int, bool, numbers.Number]] = None, name: Optional[str] = None, mode: Optional[bm.Mode] = None, ): @@ -85,15 +84,15 @@ def __init__( f'while we got {self.conn_mat.shape}.') # Delay matrix + self.delay_steps: Any = None if delay_steps is None: - self.delay_steps = None self.delay_type = 'none' num_delay_step = None elif callable(delay_steps): - delay_steps = delay_steps(required_shape) - if delay_steps.dtype not in [jnp.int32, jnp.int64, jnp.uint32, jnp.uint64]: - raise ValueError(f'"delay_steps" must be integer typed. But we got {delay_steps.dtype}') - self.delay_steps = delay_steps + delay_steps_arr = delay_steps(required_shape) + if delay_steps_arr.dtype not in [jnp.int32, jnp.int64, jnp.uint32, jnp.uint64]: + raise ValueError(f'"delay_steps" must be integer typed. But we got {delay_steps_arr.dtype}') + self.delay_steps = delay_steps_arr self.delay_type = 'array' num_delay_step = self.delay_steps.max() elif isinstance(delay_steps, (bm.Array, jnp.ndarray)): @@ -170,11 +169,11 @@ def __init__( coupling_var1: bm.Variable, coupling_var2: bm.Variable, var_to_output: Union[bm.Variable, Sequence[bm.Variable]], - conn_mat: ArrayType, - delay_steps: Optional[Union[int, ArrayType, Initializer, Callable]] = None, - initial_delay_data: Union[Initializer, Callable, ArrayType, float, int, bool] = None, - name: str = None, - mode: bm.Mode = None, + conn_mat: bm.Array, + delay_steps: Optional[Union[int, bm.Array, Initializer, Callable]] = None, + initial_delay_data: Optional[Union[Initializer, Callable, bm.Array, float, int, bool]] = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): if not isinstance(coupling_var1, bm.Variable): raise ValueError(f'"coupling_var1" must be an instance of brainpy.math.Variable. ' @@ -263,11 +262,11 @@ def __init__( self, coupling_var: bm.Variable, var_to_output: Union[bm.Variable, Sequence[bm.Variable]], - conn_mat: ArrayType, - delay_steps: Optional[Union[int, ArrayType, Initializer, Callable]] = None, - initial_delay_data: Union[Initializer, Callable, ArrayType, float, int, bool] = None, - name: str = None, - mode: bm.Mode = None, + conn_mat: bm.Array, + delay_steps: Optional[Union[int, bm.Array, Initializer, Callable]] = None, + initial_delay_data: Optional[Union[Initializer, Callable, bm.Array, float, int, bool]] = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): if not isinstance(coupling_var, bm.Variable): raise ValueError(f'"coupling_var" must be an instance of brainpy.math.Variable. ' diff --git a/brainpy/dynold/experimental/abstract_synapses.py b/brainpy/dynold/experimental/abstract_synapses.py index 769fe7568..f890dcfe3 100644 --- a/brainpy/dynold/experimental/abstract_synapses.py +++ b/brainpy/dynold/experimental/abstract_synapses.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Dict, Callable, Optional +from typing import Any, Union, Dict, Callable, Optional, Tuple, cast from jax import vmap @@ -91,10 +91,10 @@ def __init__( g_max: Union[float, ArrayType, Initializer, Callable] = 1., tau: Union[float, ArrayType] = 8.0, method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): - super().__init__(conn=conn, + super().__init__(conn=conn, # type: ignore[arg-type] out=out, stp=stp, name=name, @@ -102,10 +102,11 @@ def __init__( # parameters self.comp_method = comp_method - self.tau = is_float(tau, allow_int=True) + self.tau = is_float(tau, allow_int=True) # type: ignore[arg-type] # connections and weights - self.g_max, self.conn_mask = self._init_weights(g_max, comp_method, data_if_sparse='csr') + self.g_max, self.conn_mask = cast(Tuple[Any, Any], + self._init_weights(g_max, comp_method, data_if_sparse='csr')) # function self.integral = odeint(lambda g, t: -g / self.tau, method=method) @@ -240,21 +241,22 @@ def __init__( tau_decay: Union[float, ArrayType] = 10.0, tau_rise: Union[float, ArrayType] = 1., method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): - super(DualExponential, self).__init__(conn=conn, + super(DualExponential, self).__init__(conn=conn, # type: ignore[arg-type] out=out, stp=stp, name=name, mode=mode) # parameters self.comp_method = comp_method - self.tau_rise = is_float(tau_rise, allow_int=True, allow_none=False) - self.tau_decay = is_float(tau_decay, allow_int=True, allow_none=False) + self.tau_rise = is_float(tau_rise, allow_int=True, allow_none=False) # type: ignore[arg-type] + self.tau_decay = is_float(tau_decay, allow_int=True, allow_none=False) # type: ignore[arg-type] # connections and weights - self.g_max, self.conn_mask = self._init_weights(g_max, comp_method, data_if_sparse='csr') + self.g_max, self.conn_mask = cast(Tuple[Any, Any], + self._init_weights(g_max, comp_method, data_if_sparse='csr')) # function self.integral = odeint(JointEq(self.dg, self.dh), method=method) @@ -404,8 +406,8 @@ def __init__( method: str = 'exp_auto', # other parameters - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(conn=conn, comp_method=comp_method, diff --git a/brainpy/dynold/experimental/base.py b/brainpy/dynold/experimental/base.py index 11c87b337..27026fe45 100644 --- a/brainpy/dynold/experimental/base.py +++ b/brainpy/dynold/experimental/base.py @@ -30,8 +30,8 @@ def __init__( conn: TwoEndConnector, out: Optional['SynOutNS'] = None, stp: Optional['SynSTPNS'] = None, - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(name=name, mode=mode) @@ -73,19 +73,23 @@ def _init_weights( weight: Union[float, ArrayType, Initializer, Callable], comp_method: str, data_if_sparse: str = 'csr' - ) -> Tuple[Union[float, ArrayType], ArrayType]: + ) -> Tuple[Union[float, ArrayType], Optional[ArrayType]]: if comp_method not in ['sparse', 'dense']: raise ValueError(f'"comp_method" must be in "sparse" and "dense", but we got {comp_method}') if data_if_sparse not in ['csr', 'ij', 'coo']: raise ValueError(f'"sparse_data" must be in "csr" and "ij", but we got {data_if_sparse}') # connections and weights + pre_num = self.pre_num + post_num = self.post_num if isinstance(self.conn, One2One): - weight = parameter(weight, (self.pre_num,), allow_none=False) + assert pre_num is not None + w = parameter(weight, (pre_num,), allow_none=False) conn_mask = None elif isinstance(self.conn, All2All): - weight = parameter(weight, (self.pre_num, self.post_num), allow_none=False) + assert pre_num is not None and post_num is not None + w = parameter(weight, (pre_num, post_num), allow_none=False) conn_mask = None else: @@ -96,17 +100,19 @@ def _init_weights( conn_mask = self.conn.require('post_ids', 'pre_ids') else: ValueError(f'Unknown sparse data type: {data_if_sparse}') - weight = parameter(weight, conn_mask[0].shape, allow_none=False) + assert conn_mask is not None + w = parameter(weight, conn_mask[0].shape, allow_none=False) elif comp_method == 'dense': - weight = parameter(weight, (self.pre_num, self.post_num), allow_none=False) + assert pre_num is not None and post_num is not None + w = parameter(weight, (pre_num, post_num), allow_none=False) conn_mask = self.conn.require('conn_mat') else: raise ValueError(f'Unknown connection type: {comp_method}') # training weights if isinstance(self.mode, bm.TrainingMode): - weight = bm.TrainVar(weight) - return weight, conn_mask + w = bm.TrainVar(w) + return w, conn_mask def _syn2post_with_all2all(self, syn_value, syn_weight, include_self): if bm.ndim(syn_weight) == 0: diff --git a/brainpy/dynold/experimental/others.py b/brainpy/dynold/experimental/others.py index 045ca8498..eb1eaecb6 100644 --- a/brainpy/dynold/experimental/others.py +++ b/brainpy/dynold/experimental/others.py @@ -49,8 +49,8 @@ def __init__( freq: Union[int, float], weight: Union[int, float], seed: Optional[int] = None, - mode: bm.Mode = None, - name: str = None + mode: Optional[bm.Mode] = None, + name: Optional[str] = None ): super(PoissonInput, self).__init__(name=name, mode=mode) diff --git a/brainpy/dynold/experimental/syn_outs.py b/brainpy/dynold/experimental/syn_outs.py index 531ec1140..565c818ea 100644 --- a/brainpy/dynold/experimental/syn_outs.py +++ b/brainpy/dynold/experimental/syn_outs.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union +from typing import Union, Optional, Any from brainpy.dynold.experimental.base import SynOutNS from brainpy.math import exp @@ -49,9 +49,9 @@ class COBA(SynOutNS): CUBA """ - def __init__(self, E: Union[float, ArrayType] = 0., name: str = None, ): + def __init__(self, E: Union[float, ArrayType] = 0., name: Optional[str] = None, ): super().__init__(name=name) - self.E = E + self.E: Any = E def update(self, conductance, potential): return conductance * (self.E - potential) @@ -79,7 +79,7 @@ class CUBA(SynOutNS): COBA """ - def __init__(self, name: str = None, ): + def __init__(self, name: Optional[str] = None, ): super().__init__(name=name) def update(self, conductance, potential=None): @@ -124,13 +124,13 @@ def __init__( cc_Mg: Union[float, ArrayType] = 1.2, alpha: Union[float, ArrayType] = 0.062, beta: Union[float, ArrayType] = 3.57, - name: str = None, + name: Optional[str] = None, ): super().__init__(name=name) - self.E = E - self.cc_Mg = cc_Mg - self.alpha = alpha - self.beta = beta + self.E: Any = E + self.cc_Mg: Any = cc_Mg + self.alpha: Any = alpha + self.beta: Any = beta def update(self, conductance, potential): return conductance * (self.E - potential) / (1 + self.cc_Mg / self.beta * exp(-self.alpha * potential)) diff --git a/brainpy/dynold/experimental/syn_plasticity.py b/brainpy/dynold/experimental/syn_plasticity.py index abb1abd91..ad6b3ed27 100644 --- a/brainpy/dynold/experimental/syn_plasticity.py +++ b/brainpy/dynold/experimental/syn_plasticity.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union +from typing import Union, Optional, Tuple import jax.numpy as jnp @@ -72,12 +72,13 @@ def __init__( tau: float = 200., U: float = 0.07, method: str = 'exp_auto', - name: str = None + name: Optional[str] = None ): super().__init__(name=name) # parameters self.pre_size = tools.to_size(pre_size) + assert self.pre_size is not None self.num = tools.size2num(self.pre_size) self.U = parameter(U, self.num) self.tau = parameter(tau, self.num) @@ -154,17 +155,21 @@ def __init__( tau_f: Union[float, ArrayType] = 1500., tau_d: Union[float, ArrayType] = 200., method: str = 'exp_auto', - name: str = None + name: Optional[str] = None ): super().__init__(name=name) # parameters - self.pre_size = tools.to_size(pre_size) - self.num = tools.size2num(self.pre_size) + # ``U``/``tau_f``/``tau_d`` make ``__init__`` generic over the constrained + # ``ArrayType`` TypeVar, which defeats attribute-type inference; annotate the + # scalar/shape attributes explicitly (types match the callees' returns). + self.pre_size: Optional[Tuple[int, ...]] = tools.to_size(pre_size) + assert self.pre_size is not None + self.num: int = tools.size2num(self.pre_size) self.tau_f = parameter(tau_f, self.num) self.tau_d = parameter(tau_d, self.num) self.U = parameter(U, self.num) - self.method = method + self.method: str = method # integral function self.integral = odeint(JointEq([self.du, self.dx]), method=self.method) diff --git a/brainpy/dynold/neurons/biological_models.py b/brainpy/dynold/neurons/biological_models.py index cb5f3bdfe..aad816a66 100644 --- a/brainpy/dynold/neurons/biological_models.py +++ b/brainpy/dynold/neurons/biological_models.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Callable +from typing import Any, Optional, Union, Callable import brainpy.math as bm from brainpy import check @@ -213,7 +213,7 @@ def __init__( **kwargs, ): self.input_var = input_var - super().__init__(*args, **kwargs, init_var=False) + super().__init__(*args, **kwargs, init_var=False) # type: ignore[misc] # leading *args are size/keep_size; init_var never filled positionally self.reset_state(self.mode) @@ -315,7 +315,7 @@ def __init__( **kwargs, ): self.input_var = input_var - super().__init__(*args, **kwargs, init_var=False) + super().__init__(*args, **kwargs, init_var=False) # type: ignore[misc] # leading *args are size/keep_size; init_var never filled positionally self.reset_state(self.mode) def reset_state(self, batch_size=None): @@ -488,7 +488,7 @@ class PinskyRinzelModel(NeuDyn): neurophysiology, 66(2), 635-650. """ - supported_modes = (bm.BatchingMode, bm.NonBatchingMode) + supported_modes: tuple = (bm.BatchingMode, bm.NonBatchingMode) def __init__( self, @@ -517,10 +517,10 @@ def __init__( Vd_initializer: Union[Initializer, Callable, ArrayType] = OneInit(-64.5), Ca_initializer: Union[Initializer, Callable, ArrayType] = OneInit(0.2), # others - noise: Union[float, ArrayType, Initializer, Callable] = None, + noise: Optional[Union[float, ArrayType, Initializer, Callable]] = None, method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): # initialization super(PinskyRinzelModel, self).__init__(size=size, @@ -554,19 +554,22 @@ def __init__( check.is_initializer(Vs_initializer, 'Vs_initializer', allow_none=False) check.is_initializer(Vd_initializer, 'Vd_initializer', allow_none=False) check.is_initializer(Ca_initializer, 'Ca_initializer', allow_none=False) - self._Vs_initializer = Vs_initializer - self._Vd_initializer = Vd_initializer - self._Ca_initializer = Ca_initializer + self._Vs_initializer: Any = Vs_initializer + self._Vd_initializer: Any = Vd_initializer + self._Ca_initializer: Any = Ca_initializer # variables self.Vs = variable_(self._Vs_initializer, self.varshape, self.mode) self.Vd = variable_(self._Vd_initializer, self.varshape, self.mode) self.Ca = variable_(self._Ca_initializer, self.varshape, self.mode) - self.h = bm.Variable(self.inf_h(self.Vs), batch_axis=0 if isinstance(self.mode, bm.BatchingMode) else None) - self.n = bm.Variable(self.inf_n(self.Vs), batch_axis=0 if isinstance(self.mode, bm.BatchingMode) else None) - self.s = bm.Variable(self.inf_s(self.Vd), batch_axis=0 if isinstance(self.mode, bm.BatchingMode) else None) - self.c = bm.Variable(self.inf_c(self.Vd), batch_axis=0 if isinstance(self.mode, bm.BatchingMode) else None) - self.q = bm.Variable(self.inf_q(self.Ca), batch_axis=0 if isinstance(self.mode, bm.BatchingMode) else None) + # ``bm.Variable`` annotates ``batch_axis`` as ``int`` though ``None`` is its + # runtime default; the conditional yields ``int | None`` here. + _batch_axis = 0 if isinstance(self.mode, bm.BatchingMode) else None + self.h = bm.Variable(self.inf_h(self.Vs), batch_axis=_batch_axis) + self.n = bm.Variable(self.inf_n(self.Vs), batch_axis=_batch_axis) + self.s = bm.Variable(self.inf_s(self.Vd), batch_axis=_batch_axis) + self.c = bm.Variable(self.inf_c(self.Vd), batch_axis=_batch_axis) + self.q = bm.Variable(self.inf_q(self.Ca), batch_axis=_batch_axis) self.Id = variable_(bm.zeros, self.varshape, self.mode) # input to soma self.Is = variable_(bm.zeros, self.varshape, self.mode) # input to dendrite @@ -822,7 +825,7 @@ def __init__( **kwargs, ): self.input_var = input_var - super().__init__(*args, **kwargs, init_var=False) + super().__init__(*args, **kwargs, init_var=False) # type: ignore[misc] # leading *args are size/keep_size; init_var never filled positionally self.reset_state(self.mode) def reset_state(self, batch_size=None): diff --git a/brainpy/dynold/neurons/fractional_models.py b/brainpy/dynold/neurons/fractional_models.py index 1b9a47090..acfa40758 100644 --- a/brainpy/dynold/neurons/fractional_models.py +++ b/brainpy/dynold/neurons/fractional_models.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Sequence, Callable +from typing import Any, Optional, Union, Sequence, Callable import jax.numpy as jnp @@ -111,7 +111,7 @@ def __init__( w_initializer: Union[Initializer, Callable, ArrayType] = ZeroInit(), y_initializer: Union[Initializer, Callable, ArrayType] = ZeroInit(), input_var: bool = True, - name: str = None, + name: Optional[str] = None, keep_size: bool = False, ): super(FractionalFHR, self).__init__(size, keep_size=keep_size, name=name) @@ -136,9 +136,9 @@ def __init__( is_initializer(V_initializer, 'V_initializer', allow_none=False) is_initializer(w_initializer, 'w_initializer', allow_none=False) is_initializer(y_initializer, 'y_initializer', allow_none=False) - self._V_initializer = V_initializer - self._w_initializer = w_initializer - self._y_initializer = y_initializer + self._V_initializer: Any = V_initializer + self._w_initializer: Any = w_initializer + self._y_initializer: Any = y_initializer # variables self.V = bm.Variable(parameter(V_initializer, self.varshape)) @@ -272,7 +272,7 @@ def __init__( u_initializer: Union[Initializer, Callable, ArrayType] = OneInit(0.20 * -65.), keep_size: bool = False, input_var: bool = True, - name: str = None + name: Optional[str] = None ): # initialization super(FractionalIzhikevich, self).__init__(size=size, keep_size=keep_size, name=name) @@ -280,7 +280,9 @@ def __init__( # params self.alpha = alpha - is_float(alpha, 'alpha', min_bound=0., max_bound=1., allow_none=False, allow_int=True) + # is_float validates a scalar float at runtime (its `value` param is annotated too + # strictly; alpha is expected to be scalar for this model) + is_float(alpha, 'alpha', min_bound=0., max_bound=1., allow_none=False, allow_int=True) # type: ignore[arg-type] self.a = parameter(a, self.varshape, allow_none=False) self.b = parameter(b, self.varshape, allow_none=False) self.c = parameter(c, self.varshape, allow_none=False) @@ -296,8 +298,8 @@ def __init__( # initializers is_initializer(V_initializer, 'V_initializer', allow_none=False) is_initializer(u_initializer, 'u_initializer', allow_none=False) - self._V_initializer = V_initializer - self._u_initializer = u_initializer + self._V_initializer: Any = V_initializer + self._u_initializer: Any = u_initializer # variables self.V = bm.Variable(parameter(V_initializer, self.varshape)) diff --git a/brainpy/dynold/neurons/reduced_models.py b/brainpy/dynold/neurons/reduced_models.py index 71f229000..dcb915751 100644 --- a/brainpy/dynold/neurons/reduced_models.py +++ b/brainpy/dynold/neurons/reduced_models.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Callable +from typing import Any, Union, Callable, Optional from jax.lax import stop_gradient @@ -95,12 +95,12 @@ def __init__( R: Union[float, ArrayType, Initializer, Callable] = 1., tau: Union[float, ArrayType, Initializer, Callable] = 10., V_initializer: Union[Initializer, Callable, ArrayType] = ZeroInit(), - noise: Union[float, ArrayType, Initializer, Callable] = None, + noise: Optional[Union[float, ArrayType, Initializer, Callable]] = None, # other parameter input_var: bool = True, - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, method: str = 'exp_auto', ): super().__init__(size=size, @@ -214,13 +214,13 @@ def __init__( self, *args, input_var: bool = True, - spike_fun: Callable = None, + spike_fun: Optional[Callable] = None, **kwargs, ): self.input_var = input_var if spike_fun is not None: kwargs['spk_fun'] = spike_fun - super().__init__(*args, **kwargs, init_var=False) + super().__init__(*args, **kwargs, init_var=False) # type: ignore[misc] self.reset_state(self.mode) @@ -342,14 +342,14 @@ def __init__( self, *args, input_var: bool = True, - noise: Union[float, ArrayType, Initializer, Callable] = None, - spike_fun: Callable = None, + noise: Optional[Union[float, ArrayType, Initializer, Callable]] = None, + spike_fun: Optional[Callable] = None, **kwargs, ): self.input_var = input_var if spike_fun is not None: kwargs['spk_fun'] = spike_fun - super().__init__(*args, **kwargs, init_var=False) + super().__init__(*args, **kwargs, init_var=False) # type: ignore[misc] self.reset_state(self.mode) @@ -451,13 +451,13 @@ def __init__( self, *args, input_var: bool = True, - spike_fun: Callable = None, + spike_fun: Optional[Callable] = None, **kwargs, ): self.input_var = input_var if spike_fun is not None: kwargs['spk_fun'] = spike_fun - super().__init__(*args, **kwargs, init_var=False) + super().__init__(*args, **kwargs, init_var=False) # type: ignore[misc] self.reset_state(self.mode) @@ -548,13 +548,13 @@ def __init__( self, *args, input_var: bool = True, - spike_fun: Callable = None, + spike_fun: Optional[Callable] = None, **kwargs, ): self.input_var = input_var if spike_fun is not None: kwargs['spk_fun'] = spike_fun - super().__init__(*args, **kwargs, init_var=False) + super().__init__(*args, **kwargs, init_var=False) # type: ignore[misc] self.reset_state(self.mode) def reset_state(self, batch_size=None): @@ -654,13 +654,13 @@ def __init__( self, *args, input_var: bool = True, - spike_fun: Callable = None, + spike_fun: Optional[Callable] = None, **kwargs, ): self.input_var = input_var if spike_fun is not None: kwargs['spk_fun'] = spike_fun - super().__init__(*args, **kwargs, init_var=False) + super().__init__(*args, **kwargs, init_var=False) # type: ignore[misc] self.reset_state(self.mode) def reset_state(self, batch_size=None): @@ -768,13 +768,13 @@ def __init__( self, *args, input_var: bool = True, - spike_fun: Callable = None, + spike_fun: Optional[Callable] = None, **kwargs, ): self.input_var = input_var if spike_fun is not None: kwargs['spk_fun'] = spike_fun - super().__init__(*args, **kwargs, init_var=False) + super().__init__(*args, **kwargs, init_var=False) # type: ignore[misc] self.reset_state(self.mode) def reset_state(self, batch_size=None): @@ -868,13 +868,13 @@ def __init__( self, *args, input_var: bool = True, - spike_fun: Callable = None, + spike_fun: Optional[Callable] = None, **kwargs, ): self.input_var = input_var if spike_fun is not None: kwargs['spk_fun'] = spike_fun - super().__init__(*args, **kwargs, init_var=False) + super().__init__(*args, **kwargs, init_var=False) # type: ignore[misc] self.reset_state(self.mode) def reset_state(self, batch_size=None, **kwargs): @@ -1006,14 +1006,14 @@ def __init__( V_initializer: Union[Initializer, Callable, ArrayType] = ZeroInit(), y_initializer: Union[Initializer, Callable, ArrayType] = OneInit(-10.), z_initializer: Union[Initializer, Callable, ArrayType] = ZeroInit(), - noise: Union[float, ArrayType, Initializer, Callable] = None, + noise: Optional[Union[float, ArrayType, Initializer, Callable]] = None, method: str = 'exp_auto', keep_size: bool = False, input_var: bool = True, - name: str = None, + name: Optional[str] = None, # parameters for training - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, spike_fun: Callable = bm.surrogate.InvSquareGrad(), ): # initialization @@ -1040,9 +1040,9 @@ def __init__( is_initializer(V_initializer, 'V_initializer', allow_none=False) is_initializer(y_initializer, 'y_initializer', allow_none=False) is_initializer(z_initializer, 'z_initializer', allow_none=False) - self._V_initializer = V_initializer - self._y_initializer = y_initializer - self._z_initializer = z_initializer + self._V_initializer: Any = V_initializer + self._y_initializer: Any = y_initializer + self._z_initializer: Any = z_initializer # variables self.reset_state(self.mode) @@ -1188,14 +1188,14 @@ def __init__( Vth: Union[float, ArrayType, Initializer, Callable] = 1.8, V_initializer: Union[Initializer, Callable, ArrayType] = ZeroInit(), w_initializer: Union[Initializer, Callable, ArrayType] = ZeroInit(), - noise: Union[float, ArrayType, Initializer, Callable] = None, + noise: Optional[Union[float, ArrayType, Initializer, Callable]] = None, method: str = 'exp_auto', keep_size: bool = False, input_var: bool = True, - name: str = None, + name: Optional[str] = None, # parameters for training - mode: bm.Mode = None, + mode: Optional[bm.Mode] = None, ): # initialization super(FHN, self).__init__(size=size, @@ -1215,8 +1215,8 @@ def __init__( # initializers is_initializer(V_initializer, 'V_initializer') is_initializer(w_initializer, 'w_initializer') - self._V_initializer = V_initializer - self._w_initializer = w_initializer + self._V_initializer: Any = V_initializer + self._w_initializer: Any = w_initializer # variables self.reset_state(self.mode) @@ -1308,8 +1308,8 @@ def __init__( beta: Union[float, ArrayType, Initializer, Callable] = 1.6, tau: Union[float, ArrayType, Initializer, Callable] = 20., tau_a: Union[float, ArrayType, Initializer, Callable] = 2000., - tau_ref: Union[float, ArrayType, Initializer, Callable] = None, - noise: Union[float, ArrayType, Initializer, Callable] = None, + tau_ref: Optional[Union[float, ArrayType, Initializer, Callable]] = None, + noise: Optional[Union[float, ArrayType, Initializer, Callable]] = None, # initializers V_initializer: Union[Initializer, Callable, ArrayType] = OneInit(-70.), @@ -1321,8 +1321,8 @@ def __init__( # other parameters method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, eprop: bool = False ): super().__init__(name=name, @@ -1338,7 +1338,7 @@ def __init__( self.beta = parameter(beta, self.varshape, allow_none=False) self.tau = parameter(tau, self.varshape, allow_none=False) self.tau_a = parameter(tau_a, self.varshape, allow_none=False) - self.tau_ref = parameter(tau_ref, self.varshape, allow_none=True) + self.tau_ref = parameter(tau_ref, self.varshape, allow_none=True) # type: ignore[arg-type] self.noise = init_noise(noise, self.varshape, num_vars=2) self.spike_fun = is_callable(spike_fun, 'spike_fun') self.eprop = eprop @@ -1473,7 +1473,7 @@ def __init__( beta: Union[float, ArrayType, Initializer, Callable] = 1.6, tau: Union[float, ArrayType, Initializer, Callable] = 20., tau_a: Union[float, ArrayType, Initializer, Callable] = 2000., - tau_ref: Union[float, ArrayType, Initializer, Callable] = None, + tau_ref: Optional[Union[float, ArrayType, Initializer, Callable]] = None, # initializers V_initializer: Union[Initializer, Callable, ArrayType] = OneInit(-70.), @@ -1484,8 +1484,8 @@ def __init__( # other parameters method: str = 'exp_auto', - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, ): super().__init__(name=name, size=size, keep_size=keep_size, mode=mode) is_subclass(self.mode, (bm.TrainingMode, bm.NonBatchingMode)) @@ -1497,7 +1497,7 @@ def __init__( self.beta = parameter(beta, self.varshape, allow_none=False) self.tau = parameter(tau, self.varshape, allow_none=False) self.tau_a = parameter(tau_a, self.varshape, allow_none=False) - self.tau_ref = parameter(tau_ref, self.varshape, allow_none=True) + self.tau_ref = parameter(tau_ref, self.varshape, allow_none=True) # type: ignore[arg-type] self.spike_fun = is_callable(spike_fun, 'spike_fun') # initializers diff --git a/brainpy/dynold/synapses/abstract_models.py b/brainpy/dynold/synapses/abstract_models.py index 55eabe776..992c9339a 100644 --- a/brainpy/dynold/synapses/abstract_models.py +++ b/brainpy/dynold/synapses/abstract_models.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Dict, Callable, Optional +from typing import Any, Union, Dict, Callable, Optional import jax @@ -104,12 +104,14 @@ def __init__( stp: Optional[_SynSTP] = None, comp_method: str = 'sparse', g_max: Union[float, ArrayType, Initializer, Callable] = 1., - delay_step: Union[float, ArrayType, Initializer, Callable] = None, - post_ref_key: str = None, - name: str = None, - mode: bm.Mode = None, + delay_step: Optional[Union[float, ArrayType, Initializer, Callable]] = None, + post_ref_key: Optional[str] = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, stop_spike_gradient: bool = False, ): + # base TwoEndConn annotates name/mode as non-Optional, but None is a + # valid runtime value (an auto-generated name / default mode is used) super().__init__(name=name, pre=pre, post=post, @@ -126,10 +128,14 @@ def __init__( self.comp_method = comp_method # connections and weights + # _init_weights returns a TypeVar-parameterized tuple; declare targets explicitly + self.g_max: Any + self.conn_mask: Any self.g_max, self.conn_mask = self._init_weights(g_max, comp_method=comp_method, sparse_data='csr') # register delay - self.pre.register_local_delay("spike", self.name, delay_step=delay_step) + # delay_step's broad union (Initializer/Callable) does not fit register_local_delay's ArrayType + self.pre.register_local_delay("spike", self.name, delay_step=delay_step) # type: ignore[type-var] def update(self, pre_spike=None): # pre-synaptic spikes @@ -253,20 +259,22 @@ def __init__( stp: Optional[_SynSTP] = None, comp_method: str = 'sparse', g_max: Union[float, ArrayType, Initializer, Callable] = 1., - delay_step: Union[int, ArrayType, Initializer, Callable] = None, + delay_step: Optional[Union[int, ArrayType, Initializer, Callable]] = None, tau: Union[float, ArrayType] = 8.0, method: str = 'exp_auto', # other parameters - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, stop_spike_gradient: bool = False, ): super().__init__(pre=pre, post=post, conn=conn, - output=output, + # base TwoEndConn types "output" as non-optional _SynOut but handles None at runtime + output=output, # type: ignore[arg-type] stp=stp, + # base TwoEndConn annotates name/mode as non-Optional, but None is valid at runtime name=name, mode=mode) # parameters @@ -276,6 +284,9 @@ def __init__( self.syn = synapses.Expon(post.varshape, tau=tau, method=method) # Projection + # self.comm is one of several linear.Layer subclasses depending on the branch; + # the linear.* classes type "conn" as TwoEndConnector only (stricter than the runtime union) + self.comm: linear.Layer if isinstance(conn, All2All): self.comm = linear.AllToAll(pre.num, post.num, g_max) elif isinstance(conn, One2One): @@ -283,17 +294,18 @@ def __init__( self.comm = linear.OneToOne(pre.num, g_max) else: if comp_method == 'dense': - self.comm = linear.MaskedLinear(conn, g_max) + self.comm = linear.MaskedLinear(conn, g_max) # type: ignore[arg-type] elif comp_method == 'sparse': if self.stp is None: - self.comm = linear.EventCSRLinear(conn, g_max) + self.comm = linear.EventCSRLinear(conn, g_max) # type: ignore[arg-type] else: - self.comm = linear.CSRLinear(conn, g_max) + self.comm = linear.CSRLinear(conn, g_max) # type: ignore[arg-type] else: raise ValueError(f'Does not support {comp_method}, only "sparse" or "dense".') # delay - self.pre.register_local_delay("spike", self.name, delay_step=delay_step) + # delay_step's broad union (Initializer/Callable) does not fit register_local_delay's ArrayType + self.pre.register_local_delay("spike", self.name, delay_step=delay_step) # type: ignore[type-var] @property def g(self): @@ -324,6 +336,7 @@ def update(self, pre_spike=None): return self.output(g) +assert Exponential.__doc__ is not None Exponential.__doc__ = Exponential.__doc__ % (_docs.exp_syn_doc,) @@ -391,26 +404,26 @@ def __init__( post: NeuDyn, conn: Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]], stp: Optional[_SynSTP] = None, - output: _SynOut = None, # CUBA(), + output: Optional[_SynOut] = None, # CUBA(), comp_method: str = 'dense', g_max: Union[float, ArrayType, Initializer, Callable] = 1., tau_decay: Union[float, ArrayType] = 10.0, tau_rise: Union[float, ArrayType] = 1., - delay_step: Union[int, ArrayType, Initializer, Callable] = None, + delay_step: Optional[Union[int, ArrayType, Initializer, Callable]] = None, A: Optional[Union[float, ArrayType, Callable]] = None, method: str = 'exp_auto', # other parameters - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, stop_spike_gradient: bool = False, ): # parameters self.stop_spike_gradient = stop_spike_gradient self.comp_method = comp_method - self.tau_rise = tau_rise - self.tau_decay = tau_decay + self.tau_rise: Any = tau_rise + self.tau_decay: Any = tau_decay if bm.size(self.tau_rise) != 1: raise ValueError(f'"tau_rise" must be a scalar or a tensor with size of 1. ' f'But we got {self.tau_rise}') @@ -426,10 +439,11 @@ def __init__( tau_rise=tau_rise, method=method, ) + # Optional delay_step carries the constrained ArrayType TypeVar into the base super().__init__(pre=pre, post=post, syn=syn, - conn=conn, + conn=conn, # type: ignore[arg-type] output=output, stp=stp, comp_method=comp_method, @@ -447,6 +461,7 @@ def update(self, pre_spike=None): return super().update(pre_spike, stop_spike_gradient=self.stop_spike_gradient) +assert DualExponential.__doc__ is not None DualExponential.__doc__ = DualExponential.__doc__ % (_docs.dual_exp_syn_doc,) @@ -510,23 +525,23 @@ def __init__( pre: NeuDyn, post: NeuDyn, conn: Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]], - output: _SynOut = None, # CUBA(), + output: Optional[_SynOut] = None, # CUBA(), stp: Optional[_SynSTP] = None, comp_method: str = 'dense', g_max: Union[float, ArrayType, Initializer, Callable] = 1., - delay_step: Union[int, ArrayType, Initializer, Callable] = None, + delay_step: Optional[Union[int, ArrayType, Initializer, Callable]] = None, tau_decay: Union[float, ArrayType] = 10.0, method: str = 'exp_auto', # other parameters - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, stop_spike_gradient: bool = False, ): # parameters self.stop_spike_gradient = stop_spike_gradient self.comp_method = comp_method - self.tau_decay = tau_decay + self.tau_decay: Any = tau_decay if bm.size(self.tau_decay) != 1: raise ValueError(f'"tau_decay" must be a scalar or a tensor with size of 1. ' f'But we got {self.tau_decay}') @@ -537,10 +552,11 @@ def __init__( tau_decay=tau_decay, method=method) + # Optional delay_step carries the constrained ArrayType TypeVar into the base super().__init__(pre=pre, post=post, syn=syn, - conn=conn, + conn=conn, # type: ignore[arg-type] comp_method=comp_method, delay_step=delay_step, g_max=g_max, @@ -558,6 +574,7 @@ def update(self, pre_spike=None): return super().update(pre_spike, stop_spike_gradient=self.stop_spike_gradient) +assert Alpha.__doc__ is not None Alpha.__doc__ = Alpha.__doc__ % (_docs.alpha_syn_doc,) @@ -695,7 +712,7 @@ def __init__( stp: Optional[_SynSTP] = None, comp_method: str = 'dense', g_max: Union[float, ArrayType, Initializer, Callable] = 0.15, - delay_step: Union[int, ArrayType, Initializer, Callable] = None, + delay_step: Optional[Union[int, ArrayType, Initializer, Callable]] = None, tau_decay: Union[float, ArrayType] = 100., a: Union[float, ArrayType] = 0.5, tau_rise: Union[float, ArrayType] = 2., @@ -705,9 +722,9 @@ def __init__( stop_spike_gradient: bool = False, ): # parameters - self.tau_decay = tau_decay - self.tau_rise = tau_rise - self.a = a + self.tau_decay: Any = tau_decay + self.tau_rise: Any = tau_rise + self.a: Any = a if bm.size(a) != 1: raise ValueError(f'"a" must be a scalar or a tensor with size of 1. But we got {a}') if bm.size(tau_decay) != 1: @@ -725,10 +742,11 @@ def __init__( tau_rise=tau_rise, method=method, ) + # Optional delay_step carries the constrained ArrayType TypeVar into the base super().__init__(pre=pre, post=post, syn=syn, - conn=conn, + conn=conn, # type: ignore[arg-type] output=output, stp=stp, comp_method=comp_method, diff --git a/brainpy/dynold/synapses/base.py b/brainpy/dynold/synapses/base.py index fd7b557ac..ccf4bd6b5 100644 --- a/brainpy/dynold/synapses/base.py +++ b/brainpy/dynold/synapses/base.py @@ -13,7 +13,7 @@ # limitations under the License. # ============================================================================== import warnings -from typing import Union, Dict, Callable, Optional, Tuple +from typing import Any, Union, Dict, Callable, Optional, Tuple, cast import jax @@ -89,8 +89,8 @@ class _SynOut(_SynapseComponent, ParamDesc): def __init__( self, - name: str = None, - target_var: Union[str, bm.Variable] = None, + name: Optional[str] = None, + target_var: Optional[Union[str, bm.Variable]] = None, ): super().__init__(name=name) # check target variable @@ -98,7 +98,7 @@ def __init__( if not isinstance(target_var, (str, bm.Variable)): raise TypeError('"target_var" must be instance of string or Variable. ' f'But we got {type(target_var)}') - self.target_var: Optional[bm.Variable] = target_var + self.target_var: Optional[Union[str, bm.Variable]] = target_var def register_master(self, master: SynConn): super().register_master(master) @@ -173,12 +173,12 @@ def __init__( self, pre: DynamicalSystem, post: DynamicalSystem, - conn: Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]] = None, + conn: Optional[Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]]] = None, output: _SynOut = _NullSynOut(), stp: Optional[_SynSTP] = None, - ltp: Optional = None, - mode: bm.Mode = None, - name: str = None, + ltp: Optional[Any] = None, + mode: Optional[bm.Mode] = None, + name: Optional[str] = None, init_stp: bool = True ): super().__init__(pre=pre, @@ -190,7 +190,7 @@ def __init__( # synaptic output output = _NullSynOut() if output is None else output if output.isregistered: - output = output.clone() + output = cast(_SynOut, output.clone()) if not isinstance(output, _SynOut): raise TypeError(f'output must be instance of {_SynOut.__name__}, ' f'but we got {type(output)}') @@ -204,10 +204,10 @@ def __init__( def _init_weights( self, - weight: Union[float, ArrayType, Callable], + weight: Union[float, Any, Callable], comp_method: str, sparse_data: str = 'csr' - ) -> Tuple[Union[float, ArrayType], ArrayType]: + ) -> Tuple[Any, Any]: if comp_method not in ['sparse', 'dense']: raise ValueError(f'"comp_method" must be in "sparse" and "dense", but we got {comp_method}') if sparse_data not in ['csr', 'ij', 'coo']: @@ -232,6 +232,7 @@ def _init_weights( conn_mask = self.conn.require('post_ids', 'pre_ids') else: ValueError(f'Unknown sparse data type: {sparse_data}') + assert conn_mask is not None weight = parameter(weight, conn_mask[0].shape, allow_none=False) elif comp_method == 'dense': weight = parameter(weight, (self.pre.num, self.post.num), allow_none=False) @@ -287,10 +288,10 @@ def __init__( syn: DynamicalSystem, conn: TwoEndConnector, g_max: Union[float, ArrayType, Callable], - output: JointType[DynamicalSystem, BindCondData] = _NullSynOut(), + output: JointType[DynamicalSystem, BindCondData] = _NullSynOut(), # type: ignore[valid-type] stp: Optional[_SynSTP] = None, comp_method: str = 'dense', - delay_step: Union[int, ArrayType, Callable] = None, + delay_step: Optional[Union[int, Any, Callable]] = None, name: Optional[str] = None, mode: Optional[bm.Mode] = None, ): @@ -314,7 +315,7 @@ def __init__( # synaptic communications if isinstance(conn, All2All): - self.comm = linear.AllToAll(pre.num, post.num, g_max, include_self=conn.include_self) + self.comm: linear.Layer = linear.AllToAll(pre.num, post.num, g_max, include_self=conn.include_self) elif isinstance(conn, One2One): assert post.num == pre.num self.comm = linear.OneToOne(pre.num, g_max) diff --git a/brainpy/dynold/synapses/biological_models.py b/brainpy/dynold/synapses/biological_models.py index 4b1fdc9ff..115e43ca0 100644 --- a/brainpy/dynold/synapses/biological_models.py +++ b/brainpy/dynold/synapses/biological_models.py @@ -21,7 +21,6 @@ from brainpy.dyn.base import NeuDyn from brainpy.dynold.synapses import _SynSTP, _SynOut, _TwoEndConnAlignPre from brainpy.dynold.synouts import COBA, MgBlock -from brainpy.types import ArrayType __all__ = [ 'AMPA', @@ -35,16 +34,16 @@ def __init__( self, pre: NeuDyn, post: NeuDyn, - conn: Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]], + conn: Union[TwoEndConnector, bm.Array, Dict[str, bm.Array]], output: _SynOut = COBA(E=0.), stp: Optional[_SynSTP] = None, comp_method: str = 'dense', - g_max: Union[float, ArrayType, Callable] = 0.42, - delay_step: Union[int, ArrayType, Callable] = None, - alpha: float = 0.98, - beta: float = 0.18, - T: float = 0.5, - T_duration: float = 0.5, + g_max: Union[float, bm.Array, Callable] = 0.42, + delay_step: Optional[Union[int, bm.Array, Callable]] = None, + alpha: Union[float, bm.Array] = 0.98, + beta: Union[float, bm.Array] = 0.18, + T: Union[float, bm.Array] = 0.5, + T_duration: Union[float, bm.Array] = 0.5, method: str = 'exp_auto', name: Optional[str] = None, mode: Optional[bm.Mode] = None, @@ -73,7 +72,7 @@ def __init__( super().__init__(pre=pre, post=post, syn=syn, - conn=conn, + conn=conn, # type: ignore[arg-type] # base _TwoEndConnAlignPre.conn is annotated as TwoEndConnector only output=output, stp=stp, comp_method=comp_method, @@ -157,21 +156,21 @@ def __init__( self, pre: NeuDyn, post: NeuDyn, - conn: Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]], + conn: Union[TwoEndConnector, bm.Array, Dict[str, bm.Array]], output: _SynOut = COBA(E=-80.), stp: Optional[_SynSTP] = None, comp_method: str = 'dense', - g_max: Union[float, ArrayType, Callable] = 0.04, - delay_step: Union[int, ArrayType, Callable] = None, - alpha: Union[float, ArrayType] = 0.53, - beta: Union[float, ArrayType] = 0.18, - T: Union[float, ArrayType] = 1., - T_duration: Union[float, ArrayType] = 1., + g_max: Union[float, bm.Array, Callable] = 0.04, + delay_step: Optional[Union[int, bm.Array, Callable]] = None, + alpha: Union[float, bm.Array] = 0.53, + beta: Union[float, bm.Array] = 0.18, + T: Union[float, bm.Array] = 1., + T_duration: Union[float, bm.Array] = 1., method: str = 'exp_auto', # other parameters - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, stop_spike_gradient: bool = False, ): super().__init__(pre=pre, @@ -315,18 +314,18 @@ def __init__( self, pre: NeuDyn, post: NeuDyn, - conn: Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]], + conn: Union[TwoEndConnector, bm.Array, Dict[str, bm.Array]], output: _SynOut = MgBlock(E=0.), stp: Optional[_SynSTP] = None, comp_method: str = 'dense', - g_max: Union[float, ArrayType, Callable] = 0.15, - delay_step: Union[int, ArrayType, Callable] = None, - alpha1: Union[float, ArrayType] = 2., - beta1: Union[float, ArrayType] = 0.01, - alpha2: Union[float, ArrayType] = 1., - beta2: Union[float, ArrayType] = 0.5, - T_0: Union[float, ArrayType] = 1., - T_dur: Union[float, ArrayType] = 0.5, + g_max: Union[float, bm.Array, Callable] = 0.15, + delay_step: Optional[Union[int, bm.Array, Callable]] = None, + alpha1: Union[float, bm.Array] = 2., + beta1: Union[float, bm.Array] = 0.01, + alpha2: Union[float, bm.Array] = 1., + beta2: Union[float, bm.Array] = 0.5, + T_0: Union[float, bm.Array] = 1., + T_dur: Union[float, bm.Array] = 0.5, method: str = 'exp_auto', mode: Optional[bm.Mode] = None, name: Optional[str] = None, @@ -368,7 +367,7 @@ def __init__( super().__init__(pre=pre, post=post, syn=syn, - conn=conn, + conn=conn, # type: ignore[arg-type] # base _TwoEndConnAlignPre.conn is annotated as TwoEndConnector only output=output, stp=stp, comp_method=comp_method, diff --git a/brainpy/dynold/synapses/compat.py b/brainpy/dynold/synapses/compat.py index 008df156d..b81c00d1a 100644 --- a/brainpy/dynold/synapses/compat.py +++ b/brainpy/dynold/synapses/compat.py @@ -14,7 +14,7 @@ # limitations under the License. # ============================================================================== import warnings -from typing import Union, Dict, Callable +from typing import Union, Dict, Callable, Optional from brainpy.connect import TwoEndConnector from brainpy.dyn.base import NeuDyn @@ -49,10 +49,10 @@ def __init__( conn: Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]], conn_type: str = 'sparse', weights: Union[float, ArrayType, Initializer, Callable] = 1., - delay_step: Union[float, ArrayType, Initializer, Callable] = None, + delay_step: Optional[Union[float, ArrayType, Initializer, Callable]] = None, post_input_key: str = 'V', post_has_ref: bool = False, - name: str = None, + name: Optional[str] = None, ): warnings.warn('Please use "brainpy.synapses.Delta" instead.', DeprecationWarning) super().__init__(pre=pre, @@ -81,9 +81,9 @@ def __init__( conn: Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]], conn_type: str = 'sparse', g_max: Union[float, ArrayType, Initializer, Callable] = 1., - delay_step: Union[int, ArrayType, Initializer, Callable] = None, + delay_step: Optional[Union[int, ArrayType, Initializer, Callable]] = None, tau: Union[float, ArrayType] = 8.0, - name: str = None, + name: Optional[str] = None, method: str = 'exp_auto', ): super().__init__(pre=pre, @@ -118,10 +118,10 @@ def __init__( tau: Union[float, ArrayType] = 8.0, E: Union[float, ArrayType] = 0., # synapse delay - delay_step: Union[int, ArrayType, Initializer, Callable] = None, + delay_step: Optional[Union[int, ArrayType, Initializer, Callable]] = None, # others method: str = 'exp_auto', - name: str = None + name: Optional[str] = None ): super().__init__(pre=pre, post=post, @@ -152,9 +152,9 @@ def __init__( g_max: Union[float, ArrayType, Initializer, Callable] = 1., tau_decay: Union[float, ArrayType] = 10.0, tau_rise: Union[float, ArrayType] = 1., - delay_step: Union[int, ArrayType, Initializer, Callable] = None, + delay_step: Optional[Union[int, ArrayType, Initializer, Callable]] = None, method: str = 'exp_auto', - name: str = None + name: Optional[str] = None ): super().__init__(pre=pre, post=post, @@ -185,12 +185,12 @@ def __init__( conn: Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]], conn_type: str = 'dense', g_max: Union[float, ArrayType, Initializer, Callable] = 1., - delay_step: Union[int, ArrayType, Initializer, Callable] = None, + delay_step: Optional[Union[int, ArrayType, Initializer, Callable]] = None, tau_decay: Union[float, ArrayType] = 10.0, tau_rise: Union[float, ArrayType] = 1., E: Union[float, ArrayType] = 0., method: str = 'exp_auto', - name: str = None + name: Optional[str] = None ): super().__init__(pre=pre, post=post, @@ -220,10 +220,10 @@ def __init__( conn: Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]], conn_type: str = 'dense', g_max: Union[float, ArrayType, Initializer, Callable] = 1., - delay_step: Union[int, ArrayType, Initializer, Callable] = None, + delay_step: Optional[Union[int, ArrayType, Initializer, Callable]] = None, tau_decay: Union[float, ArrayType] = 10.0, method: str = 'exp_auto', - name: str = None + name: Optional[str] = None ): # Alpha synapses have a single time constant; route through the # single-tau ``Alpha`` implementation instead of a dual-exponential @@ -256,11 +256,11 @@ def __init__( conn: Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]], conn_type: str = 'dense', g_max: Union[float, ArrayType, Callable, Initializer] = 1., - delay_step: Union[int, ArrayType, Initializer, Callable] = None, + delay_step: Optional[Union[int, ArrayType, Initializer, Callable]] = None, tau_decay: Union[float, ArrayType] = 10.0, E: Union[float, ArrayType] = 0., method: str = 'exp_auto', - name: str = None + name: Optional[str] = None ): # Alpha synapses have a single time constant; route through the # single-tau ``Alpha`` implementation instead of a dual-exponential diff --git a/brainpy/dynold/synapses/gap_junction.py b/brainpy/dynold/synapses/gap_junction.py index b6c0e09fb..bb6ff21b4 100644 --- a/brainpy/dynold/synapses/gap_junction.py +++ b/brainpy/dynold/synapses/gap_junction.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Dict, Callable +from typing import Union, Dict, Callable, Optional import brainpy.math as bm from brainpy.connect import TwoEndConnector @@ -35,7 +35,7 @@ def __init__( conn: Union[TwoEndConnector, ArrayType, Dict[str, ArrayType]], comp_method: str = 'dense', g_max: Union[float, ArrayType, Initializer, Callable] = 1., - name: str = None, + name: Optional[str] = None, ): super(GapJunction, self).__init__(pre=pre, post=post, diff --git a/brainpy/dynold/synapses/learning_rules.py b/brainpy/dynold/synapses/learning_rules.py index c71ea0d89..de21f49f8 100644 --- a/brainpy/dynold/synapses/learning_rules.py +++ b/brainpy/dynold/synapses/learning_rules.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Dict, Callable, Optional +from typing import Union, Dict, Callable, Optional, Any, cast from brainpy.connect import TwoEndConnector from brainpy.dyn import synapses @@ -208,16 +208,16 @@ def __init__( tau_d: Union[float, ArrayType] = 200., tau: Union[float, ArrayType] = 8., A: Union[float, ArrayType] = 1., - delay_step: Union[int, ArrayType, Initializer, Callable] = None, + delay_step: Optional[Union[int, ArrayType, Initializer, Callable]] = None, method: str = 'exp_auto', name: Optional[str] = None ): # parameters - self.tau_d = tau_d - self.tau_f = tau_f - self.tau = tau - self.U = U - self.A = A + self.tau_d: Any = tau_d + self.tau_f: Any = tau_f + self.tau: Any = tau + self.U: Any = U + self.A: Any = A syn = _STPModel(pre.size, pre.keep_size, @@ -230,14 +230,19 @@ def __init__( super().__init__(pre=pre, post=post, syn=syn, - conn=conn, + # conn accepts the wider public connectivity spec (connector/array/dict); + # the base builds a connector from it at runtime. + conn=conn, # type: ignore[arg-type] g_max=A, output=CUBA(), comp_method='sparse', - delay_step=delay_step, + # base types delay_step as a bare constrained TypeVar (ArrayType); + # an Optional value can't bind it, so pass through as Any. + delay_step=cast(Any, delay_step), name=name) # variables - self.x = self.syn[0].x - self.u = self.syn[0].u - self.I = self.syn[1].g + syn_seq = cast(Sequential, self.syn) + self.x = syn_seq[0].x + self.u = syn_seq[0].u + self.I = syn_seq[1].g diff --git a/brainpy/dynold/synouts/conductances.py b/brainpy/dynold/synouts/conductances.py index 71685d5df..d83df8c2c 100644 --- a/brainpy/dynold/synouts/conductances.py +++ b/brainpy/dynold/synouts/conductances.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Callable, Optional +from typing import Union, Callable, Optional, Any from brainpy.dynold.synapses.base import _SynOut from brainpy.initialize import parameter, Initializer @@ -51,9 +51,12 @@ class CUBA(_SynOut): def __init__( self, target_var: Optional[Union[str, Variable]] = 'input', - name: str = None, + name: Optional[str] = None, ): self._target_var = target_var + # ``_SynOut.__init__`` accepts None for ``target_var`` at runtime but is + # annotated non-optional (implicit-optional default); Optional-izing that + # base signature is an out-of-batch fix. super().__init__(name=name, target_var=target_var) def clone(self): @@ -88,10 +91,14 @@ def __init__( E: Union[float, ArrayType, Callable, Initializer] = 0., target_var: Optional[Union[str, Variable]] = 'input', membrane_var: Union[str, Variable] = 'V', - name: str = None, + name: Optional[str] = None, ): + # See CUBA above: ``_SynOut.target_var`` is implicit-optional; the base + # annotation should be Optional (out-of-batch fix). super().__init__(name=name, target_var=target_var) - self._E = E + # ``ArrayType`` is a *constrained* TypeVar; ``Any`` is the honest spelling + # for the array slot in this heterogeneous attribute (no behavior change). + self._E: Union[float, Any, Callable, Initializer] = E self._target_var = target_var self._membrane_var = membrane_var diff --git a/brainpy/dynold/synouts/ions.py b/brainpy/dynold/synouts/ions.py index 3b83597b2..0e038970b 100644 --- a/brainpy/dynold/synouts/ions.py +++ b/brainpy/dynold/synouts/ions.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Callable, Optional +from typing import Any, Union, Callable, Optional import jax.numpy as jnp @@ -67,13 +67,13 @@ def __init__( beta: Union[float, ArrayType, Callable, Initializer] = 3.57, target_var: Optional[Union[str, bm.Variable]] = 'input', membrane_var: Union[str, bm.Variable] = 'V', - name: str = None, + name: Optional[str] = None, ): super().__init__(name=name, target_var=target_var) - self._E = E - self._cc_Mg = cc_Mg - self._alpha = alpha - self._beta = beta + self._E: Any = E + self._cc_Mg: Any = cc_Mg + self._alpha: Any = alpha + self._beta: Any = beta self._target_var = target_var self._membrane_var = membrane_var diff --git a/brainpy/dynold/synplast/short_term_plasticity.py b/brainpy/dynold/synplast/short_term_plasticity.py index b61d6fbfc..a85757efe 100644 --- a/brainpy/dynold/synplast/short_term_plasticity.py +++ b/brainpy/dynold/synplast/short_term_plasticity.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union +from typing import Any, Union, Optional, cast import jax.numpy as jnp @@ -71,7 +71,7 @@ def __init__( tau: float = 200., U: float = 0.07, method: str = 'exp_auto', - name: str = None + name: Optional[str] = None ): super().__init__(name=name) @@ -163,16 +163,16 @@ def __init__( tau_f: Union[float, ArrayType] = 1500., tau_d: Union[float, ArrayType] = 200., method: str = 'exp_auto', - name: str = None + name: Optional[str] = None ): super(STP, self).__init__(name=name) # parameters - is_float(tau_f, 'tau_f', min_bound=0, ) - is_float(tau_d, 'tau_d', min_bound=0, ) - is_float(U, 'U', min_bound=0, ) - self.tau_f = tau_f - self.tau_d = tau_d - self.U = U + is_float(cast(float, tau_f), 'tau_f', min_bound=0, ) + is_float(cast(float, tau_d), 'tau_d', min_bound=0, ) + is_float(cast(float, U), 'U', min_bound=0, ) + self.tau_f: Any = tau_f + self.tau_d: Any = tau_d + self.U: Any = U self.method = method # integral function diff --git a/brainpy/dynsys.py b/brainpy/dynsys.py index abe411083..c3dd441a6 100644 --- a/brainpy/dynsys.py +++ b/brainpy/dynsys.py @@ -17,7 +17,7 @@ import inspect import numbers import warnings -from typing import Union, Dict, Callable, Sequence, Optional, Any +from typing import Union, Dict, Callable, Sequence, Optional, Any, cast import jax import numpy as np @@ -56,7 +56,7 @@ def register_delay( identifier: str, delay_step: Optional[Union[int, ArrayType, Callable]], delay_target: bm.Variable, - initial_delay_data: Union[Callable, ArrayType, numbers.Number] = None, + initial_delay_data: Optional[Union[Callable, ArrayType, numbers.Number]] = None, ): """Register delay variable. @@ -109,11 +109,12 @@ def get_delay_data( The delay data at the given time. """ _delay_identifier, _init_delay_by_return = _get_delay_tool() + assert isinstance(self, DynamicalSystem), f'self must be an instance of {DynamicalSystem.__name__}' _delay_identifier = _delay_identifier + identifier delay_cls = self.get_aft_update(_delay_identifier) return delay_cls.at(delay_pos, *indices) - def update_local_delays(self, nodes: Union[Sequence, Dict] = None): + def update_local_delays(self, nodes: Optional[Union[Sequence, Dict]] = None): """Update local delay variables. This function should be called after updating neuron groups or delay sources. @@ -128,7 +129,7 @@ def update_local_delays(self, nodes: Union[Sequence, Dict] = None): warnings.warn('.update_local_delays() has been removed since brainpy>=2.4.6', DeprecationWarning) - def reset_local_delays(self, nodes: Union[Sequence, Dict] = None): + def reset_local_delays(self, nodes: Optional[Union[Sequence, Dict]] = None): """Reset local delay variables. Parameters @@ -368,8 +369,8 @@ def register_local_delay( self, var_name: str, delay_name: str, - delay_time: Union[numbers.Number, ArrayType] = None, - delay_step: Union[numbers.Number, ArrayType] = None, + delay_time: Optional[Union[numbers.Number, ArrayType]] = None, + delay_step: Optional[Union[numbers.Number, ArrayType]] = None, ): """Register local relay at the given delay time. @@ -692,8 +693,8 @@ class Sequential(DynamicalSystem, SupportAutoDelay, Container): def __init__( self, *modules_as_tuple, - name: str = None, - mode: bm.Mode = None, + name: Optional[str] = None, + mode: Optional[bm.Mode] = None, **modules_as_dict ): super().__init__(name=name, mode=mode) @@ -789,7 +790,7 @@ class Dynamic(DynamicalSystem): def __init__( self, - size: Shape, + size: Union[int, Sequence[int]], keep_size: bool = False, sharding: Optional[Any] = None, name: Optional[str] = None, @@ -911,7 +912,7 @@ def __init__( # check slicing if isinstance(index, (int, slice)): index = (index,) - self.index = index # the slice + self.index: Any = index # the slice if len(self.index) > len(target.varshape): raise ValueError(f"Length of the index should be less than " f"that of the target's varshape. But we " @@ -963,7 +964,7 @@ def __init__( # do not check again if not isinstance(idx, collections.abc.Iterable): raise TypeError('Should be an iterable object of int.') - size.append(len(idx)) + size.append(len(cast(collections.abc.Sized, idx))) size += list(target.varshape[len(self.index):]) super().__init__(size, keep_size=target.keep_size, name=name, mode=target.mode) @@ -1062,7 +1063,7 @@ def not_receive_update_output(cls: object): """ # assert isinstance(cls, DynamicalSystem), 'The input class should be instance of DynamicalSystem.' - cls._not_receive_update_output = True + setattr(cls, '_not_receive_update_output', True) return cls @@ -1079,7 +1080,7 @@ def receive_update_input(cls: object): """ # assert isinstance(cls, DynamicalSystem), 'The input class should be instance of DynamicalSystem.' - cls._receive_update_input = True + setattr(cls, '_receive_update_input', True) return cls diff --git a/brainpy/encoding/stateful_encoding.py b/brainpy/encoding/stateful_encoding.py index 4cd4b0c14..a721fbf83 100644 --- a/brainpy/encoding/stateful_encoding.py +++ b/brainpy/encoding/stateful_encoding.py @@ -56,10 +56,12 @@ def __init__(self, min_val: float, max_val: float, num_phase: int, - weight_fun: Callable = None): + weight_fun: Optional[Callable] = None): super().__init__() - check.is_callable(weight_fun, 'weight_fun', allow_none=True) + # ``check.is_callable`` supports ``allow_none=True`` at runtime but annotates + # its first param as non-Optional ``Callable`` (out-of-batch fix in check.py). + check.is_callable(weight_fun, 'weight_fun', allow_none=True) # type: ignore[arg-type] self.num_phase = check.is_integer(num_phase, 'num_phase', min_bound=1) self.min_val = check.is_float(min_val, 'min_val') self.max_val = check.is_float(max_val, 'max_val') @@ -154,8 +156,8 @@ class LatencyEncoder(Encoder): def __init__( self, - min_val: float = None, - max_val: float = None, + min_val: Optional[float] = None, + max_val: Optional[float] = None, method: str = 'log', threshold: float = 0.01, clip: bool = False, @@ -169,8 +171,10 @@ def __init__( if method not in ['linear', 'log']: raise ValueError('The conversion method can only be "linear" and "log".') self.method = method - self.min_val = check.is_float(min_val, 'min_val', allow_none=True) - self.max_val = check.is_float(max_val, 'max_val', allow_none=True) + # ``check.is_float`` supports ``allow_none=True`` at runtime but annotates its + # first param as non-Optional ``float`` (out-of-batch fix in check.py). + self.min_val = check.is_float(min_val, 'min_val', allow_none=True) # type: ignore[arg-type] + self.max_val = check.is_float(max_val, 'max_val', allow_none=True) # type: ignore[arg-type] if threshold < 0 or threshold > 1: raise ValueError(f"``threshold`` [{threshold}] must be between [0, 1]") self.threshold = threshold @@ -181,7 +185,7 @@ def __init__( self.first_spk_step = int(first_spk_time / bm.get_dt()) self.epsilon = epsilon - def single_step(self, x, i_step: int = None): + def single_step(self, x, i_step: Optional[int] = None): raise NotImplementedError def multi_steps(self, data, n_time: Optional[float] = None): diff --git a/brainpy/encoding/stateless_encoding.py b/brainpy/encoding/stateless_encoding.py index 54de1b383..065ecd24d 100644 --- a/brainpy/encoding/stateless_encoding.py +++ b/brainpy/encoding/stateless_encoding.py @@ -78,14 +78,14 @@ def __init__( ): super().__init__() - self.min_val = check.is_float(min_val, 'min_val', allow_none=True) - self.max_val = check.is_float(max_val, 'max_val', allow_none=True) + self.min_val = check.is_float(min_val, 'min_val', allow_none=True) # type: ignore[arg-type] # allow_none=True permits None; check.is_float value param is annotated too strictly + self.max_val = check.is_float(max_val, 'max_val', allow_none=True) # type: ignore[arg-type] # allow_none=True permits None; check.is_float value param is annotated too strictly self.gain = check.is_float(gain, allow_none=False) self.offset = check.is_float(offset, allow_none=False) self.first_spk_time = check.is_float(first_spk_time) self.first_spk_step = int(self.first_spk_time / bm.get_dt()) - def single_step(self, x, i_step: int = None): + def single_step(self, x, i_step: Optional[int] = None): """Generate spikes at the single step according to the inputs. Parameters diff --git a/brainpy/helpers.py b/brainpy/helpers.py index 7c6a35d50..353dbaea1 100644 --- a/brainpy/helpers.py +++ b/brainpy/helpers.py @@ -49,7 +49,7 @@ def reset_level(level: int = 0): raise ValueError(f'"reset_level" must be an integer in [0, 10). but we got {level}') def wrap(fun: Callable): - fun.reset_level = level + setattr(fun, 'reset_level', level) return fun return wrap diff --git a/brainpy/initialize/generic.py b/brainpy/initialize/generic.py index 6c8919e67..521e6ae4d 100644 --- a/brainpy/initialize/generic.py +++ b/brainpy/initialize/generic.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Callable, Optional, Sequence +from typing import Any, Union, Callable, Optional, Sequence, Tuple, cast import jax import jax.numpy as jnp @@ -49,7 +49,7 @@ def _check_var(x): def parameter( param: Union[Callable, Initializer, bm.Array, np.ndarray, jax.Array, float, int, bool], - sizes: Shape, + sizes: Union[int, Sequence[int]], allow_none: bool = True, allow_scalar: bool = True, sharding: Optional[Sharding] = None @@ -91,14 +91,14 @@ def parameter( else: raise ValueError(f'Expect a parameter with type of float, ArrayType, Initializer, or ' f'Callable function, but we got None. ') - sizes = to_size(sizes) + sizes = cast(Tuple[int, ...], to_size(sizes)) if allow_scalar and _is_scalar(param): return param if callable(param): v = bm.jit(param, static_argnums=0, - out_shardings=bm.sharding.get_sharding(sharding))(sizes) + out_shardings=bm.sharding.get_sharding(cast(Optional[Sequence[str]], sharding)))(sizes) return _check_var(v) # TODO: checking the Variable need to be traced elif isinstance(param, (np.ndarray, jnp.ndarray)): @@ -110,6 +110,7 @@ def parameter( else: raise ValueError(f'Unknown param type {type(param)}: {param}') + assert isinstance(param, (bm.Array, bm.Variable, jax.Array, np.ndarray)) if allow_scalar: if param.shape == () or param.shape == (1,): return param @@ -119,8 +120,8 @@ def parameter( def variable_( - init: Union[Callable, bm.Array, jax.Array], - sizes: Shape = None, + init: Union[Callable, Initializer, bm.Array, bm.Variable, jax.Array, np.ndarray], + sizes: Optional[Union[int, Sequence[int]]] = None, batch_or_mode: Optional[Union[int, bool, bm.Mode]] = None, batch_axis: int = 0, axis_names: Optional[Sequence[str]] = None, @@ -143,9 +144,9 @@ def variable_( def variable( - init: Union[Callable, ArrayType], + init: Union[Callable, Initializer, bm.Array, bm.Variable, jax.Array, np.ndarray], batch_or_mode: Optional[Union[int, bool, bm.Mode]] = None, - sizes: Shape = None, + sizes: Optional[Union[int, Sequence[int]]] = None, batch_axis: int = 0, axis_names: Optional[Sequence[str]] = None, batch_axis_name: Optional[str] = None, @@ -187,9 +188,9 @@ def variable( sizes = to_size(sizes) if axis_names is not None: axis_names = list(axis_names) - assert len(sizes) == len(axis_names) + assert len(sizes) == len(axis_names) # type: ignore[arg-type] # sizes is non-None here when axis_names is provided if batch_or_mode is not None and not isinstance(batch_or_mode, bm.NonBatchingMode): - axis_names.insert(batch_axis, batch_axis_name) + axis_names.insert(batch_axis, batch_axis_name) # type: ignore[arg-type] # None is a valid unnamed-axis sentinel for axis_names if callable(init): if sizes is None: @@ -233,7 +234,7 @@ def variable( def noise( - noises: Optional[Union[int, float, bm.ndarray, jnp.ndarray, Initializer, Callable]], + noises: Optional[Union[int, float, bm.ndarray, jnp.ndarray, np.ndarray, Initializer, Callable]], size: Shape, num_vars: int = 1, noise_idx: int = 0, @@ -268,18 +269,18 @@ def noise( elif noises is None: return None else: - noises = parameter(noises, size, allow_none=False) + noises_ret: Any = parameter(noises, size, allow_none=False) if num_vars > 1: - noises_ = [None] * num_vars - noises_[noise_idx] = noises - noises = tuple(noises_) - return lambda *args, **kwargs: noises + noises_: list = [None] * num_vars + noises_[noise_idx] = noises_ret + noises_ret = tuple(noises_) + return lambda *args, **kwargs: noises_ret def delay( delay_step: Union[int, bm.ndarray, jnp.ndarray, Callable, Initializer], delay_target: Union[bm.ndarray, jnp.ndarray], - delay_data: Union[bm.ndarray, jnp.ndarray] = None + delay_data: Optional[Union[bm.ndarray, jnp.ndarray]] = None ): """Initialize delay variable. @@ -319,6 +320,7 @@ def delay( raise ValueError(f'Unknown "delay_steps" type {type(delay_step)}, only support ' f'integer, array of integers, callable function, brainpy.init.Initializer.') if delay_type == 'heter': + assert isinstance(delay_step, (bm.Array, jax.Array, np.ndarray)) if delay_step.dtype not in [bm.int32, bm.int64]: raise ValueError('Only support delay steps of int32, int64. If your ' 'provide delay time length, please divide the "dt" ' @@ -328,8 +330,10 @@ def delay( # init delay data if delay_type == 'homo': + assert isinstance(delay_step, int) delays = bm.LengthDelay(delay_target, delay_step, initial_delay_data=delay_data) elif delay_type == 'heter': + assert isinstance(delay_step, (bm.Array, jax.Array, np.ndarray)) if delay_step.size != delay_target.size: raise ValueError('Heterogeneous delay must have a length ' f'of the delay target {delay_target.shape}, ' diff --git a/brainpy/initialize/random_inits.py b/brainpy/initialize/random_inits.py index a3d0f8060..fdb00793e 100644 --- a/brainpy/initialize/random_inits.py +++ b/brainpy/initialize/random_inits.py @@ -14,6 +14,7 @@ # limitations under the License. # ============================================================================== import math +from typing import Optional import jax.numpy as jnp import numpy as np @@ -265,7 +266,7 @@ def __init__( distribution: str, in_axis: int = -2, out_axis: int = -1, - seed: int = None + seed: Optional[int] = None ): assert mode in ['fan_in', 'fan_out', 'fan_avg'] assert distribution in ['truncated_normal', 'normal', 'uniform'] @@ -314,7 +315,7 @@ def __init__( distribution: str = "uniform", in_axis: int = -2, out_axis: int = -1, - seed: int = None + seed: Optional[int] = None ): super().__init__(scale, mode, @@ -332,7 +333,7 @@ def __init__( distribution: str = "truncated_normal", in_axis: int = -2, out_axis: int = -1, - seed: int = None + seed: Optional[int] = None ): super().__init__(scale, mode, @@ -350,7 +351,7 @@ def __init__( distribution: str = "uniform", in_axis: int = -2, out_axis: int = -1, - seed: int = None + seed: Optional[int] = None ): super().__init__(scale, mode, @@ -368,7 +369,7 @@ def __init__( distribution: str = "truncated_normal", in_axis: int = -2, out_axis: int = -1, - seed: int = None + seed: Optional[int] = None ): super().__init__(scale, mode, @@ -386,7 +387,7 @@ def __init__( distribution: str = "uniform", in_axis: int = -2, out_axis: int = -1, - seed: int = None + seed: Optional[int] = None ): super().__init__(scale, mode, @@ -404,7 +405,7 @@ def __init__( distribution: str = "truncated_normal", in_axis: int = -2, out_axis: int = -1, - seed: int = None + seed: Optional[int] = None ): super().__init__(scale, mode, @@ -426,7 +427,7 @@ def __init__( self, scale: float = 1., axis: int = -1, - seed: int = None + seed: Optional[int] = None ): super().__init__() self.scale = scale diff --git a/brainpy/integrators/base.py b/brainpy/integrators/base.py index b2d199d73..dcac438a2 100644 --- a/brainpy/integrators/base.py +++ b/brainpy/integrators/base.py @@ -14,7 +14,7 @@ # limitations under the License. # ============================================================================== from contextlib import contextmanager -from typing import Dict, Sequence, Union, Callable +from typing import Dict, Sequence, Union, Callable, Optional import jax from brainstate.transform import jaxpr_to_python_code @@ -53,8 +53,8 @@ def __init__( parameters: Sequence[str], arguments: Sequence[str], dt: float, - name: str = None, - state_delays: Dict[str, Union[TimeDelay, LengthDelay]] = None, + name: Optional[str] = None, + state_delays: Optional[Dict[str, Union[TimeDelay, LengthDelay]]] = None, ): super(Integrator, self).__init__(name=name) diff --git a/brainpy/integrators/fde/Caputo.py b/brainpy/integrators/fde/Caputo.py index 9fb7bb21e..4a94acc59 100644 --- a/brainpy/integrators/fde/Caputo.py +++ b/brainpy/integrators/fde/Caputo.py @@ -18,7 +18,7 @@ """ -from typing import Union, Dict, Sequence, Callable +from typing import Union, Dict, Sequence, Callable, Optional import jax from scipy.special import gamma, rgamma @@ -133,9 +133,9 @@ def __init__( alpha: Union[float, Sequence[float], ArrayType], num_memory: int, inits: Union[ArrayType, Sequence[ArrayType], Dict[str, ArrayType]], - dt: float = None, - name: str = None, - state_delays: Dict[str, Union[bm.LengthDelay, bm.TimeDelay]] = None, + dt: Optional[float] = None, + name: Optional[str] = None, + state_delays: Optional[Dict[str, Union[bm.LengthDelay, bm.TimeDelay]]] = None, ): super(CaputoEuler, self).__init__(f=f, alpha=alpha, @@ -337,9 +337,9 @@ def __init__( alpha: Union[float, Sequence[float], ArrayType], num_memory: int, inits: Union[ArrayType, Sequence[ArrayType], Dict[str, ArrayType]], - state_delays: Dict[str, Union[bm.LengthDelay, bm.TimeDelay]] = None, - dt: float = None, - name: str = None, + state_delays: Optional[Dict[str, Union[bm.LengthDelay, bm.TimeDelay]]] = None, + dt: Optional[float] = None, + name: Optional[str] = None, ): super(CaputoL1Schema, self).__init__(f=f, alpha=alpha, diff --git a/brainpy/integrators/fde/GL.py b/brainpy/integrators/fde/GL.py index 12e110305..650071ac7 100644 --- a/brainpy/integrators/fde/GL.py +++ b/brainpy/integrators/fde/GL.py @@ -17,7 +17,7 @@ This module provides numerical solvers for Grünwald–Letnikov derivative FDEs. """ -from typing import Dict, Union, Callable, Any +from typing import Dict, Union, Callable, Any, Optional import jax @@ -145,9 +145,9 @@ def __init__( alpha: Any, inits: Any, num_memory: int, - dt: float = None, - name: str = None, - state_delays: Dict[str, Union[bm.LengthDelay, bm.TimeDelay]] = None, + dt: Optional[float] = None, + name: Optional[str] = None, + state_delays: Optional[Dict[str, Union[bm.LengthDelay, bm.TimeDelay]]] = None, ): super(GLShortMemory, self).__init__(f=f, alpha=alpha, diff --git a/brainpy/integrators/fde/base.py b/brainpy/integrators/fde/base.py index b8c05b199..356dcae3c 100644 --- a/brainpy/integrators/fde/base.py +++ b/brainpy/integrators/fde/base.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Callable, Dict +from typing import Union, Callable, Dict, Optional import jax.numpy as jnp @@ -58,9 +58,9 @@ def __init__( f: Callable, alpha, num_memory: int, - dt: float = None, - name: str = None, - state_delays: Dict[str, Union[bm.LengthDelay, bm.TimeDelay]] = None, + dt: Optional[float] = None, + name: Optional[str] = None, + state_delays: Optional[Dict[str, Union[bm.LengthDelay, bm.TimeDelay]]] = None, ): dt = bm.get_dt() if dt is None else dt parses = get_args(f) diff --git a/brainpy/integrators/fde/generic.py b/brainpy/integrators/fde/generic.py index f6f52b5bd..06dc7bafa 100644 --- a/brainpy/integrators/fde/generic.py +++ b/brainpy/integrators/fde/generic.py @@ -13,6 +13,8 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== +from typing import Any, Dict, Optional + from .base import FDEIntegrator __all__ = [ @@ -22,7 +24,7 @@ 'get_supported_methods', ] -name2method = {} +name2method: Dict[str, Any] = {} _DEFAULT_FDE_METHOD = 'l1' @@ -33,8 +35,8 @@ def fdeint( inits, f=None, method=None, - dt: float = None, - name: str = None + dt: Optional[float] = None, + name: Optional[str] = None ): """Numerical integration for FDEs. diff --git a/brainpy/integrators/ode/adaptive_rk.py b/brainpy/integrators/ode/adaptive_rk.py index 08bca532a..28d8e7d3a 100644 --- a/brainpy/integrators/ode/adaptive_rk.py +++ b/brainpy/integrators/ode/adaptive_rk.py @@ -136,10 +136,10 @@ class AdaptiveRKIntegrator(ODEIntegrator): The variable type. """ - A = [] # The A matrix in the Butcher tableau. - B1 = [] # The B1 vector in the Butcher tableau. - B2 = [] # The B2 vector in the Butcher tableau. - C = [] # The C vector in the Butcher tableau. + A: list = [] # The A matrix in the Butcher tableau. + B1: list = [] # The B1 vector in the Butcher tableau. + B2: list = [] # The B2 vector in the Butcher tableau. + C: list = [] # The C vector in the Butcher tableau. def __init__(self, f, diff --git a/brainpy/integrators/ode/base.py b/brainpy/integrators/ode/base.py index cc6c5b091..e0219c729 100644 --- a/brainpy/integrators/ode/base.py +++ b/brainpy/integrators/ode/base.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Dict, Callable, Union +from typing import Dict, Callable, Union, Optional from brainpy import math as bm from brainpy._errors import DiffEqError, CodeError @@ -53,12 +53,12 @@ class ODEIntegrator(Integrator): def __init__( self, f: Callable, - var_type: str = None, - dt: float = None, - name: str = None, + var_type: Optional[str] = None, + dt: Optional[float] = None, + name: Optional[str] = None, show_code: bool = False, - state_delays: Dict[str, Union[bm.LengthDelay, bm.TimeDelay]] = None, - neutral_delays: Dict[str, Union[bm.NeuTimeDelay, bm.NeuLenDelay]] = None + state_delays: Optional[Dict[str, Union[bm.LengthDelay, bm.TimeDelay]]] = None, + neutral_delays: Optional[Dict[str, Union[bm.NeuTimeDelay, bm.NeuLenDelay]]] = None ): dt = bm.get_dt() if dt is None else dt diff --git a/brainpy/integrators/ode/explicit_rk.py b/brainpy/integrators/ode/explicit_rk.py index 720202e26..b0e5016eb 100644 --- a/brainpy/integrators/ode/explicit_rk.py +++ b/brainpy/integrators/ode/explicit_rk.py @@ -142,9 +142,9 @@ class ExplicitRKIntegrator(ODEIntegrator): dt : float The numerical precision. """ - A = [] # The A matrix in the Butcher tableau. - B = [] # The B vector in the Butcher tableau. - C = [] # The C vector in the Butcher tableau. + A: list = [] # The A matrix in the Butcher tableau. + B: list = [] # The B vector in the Butcher tableau. + C: list = [] # The C vector in the Butcher tableau. def __init__(self, f, diff --git a/brainpy/integrators/ode/generic.py b/brainpy/integrators/ode/generic.py index 18fa0a6cb..58cc5bcb1 100644 --- a/brainpy/integrators/ode/generic.py +++ b/brainpy/integrators/ode/generic.py @@ -13,9 +13,9 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Dict +from typing import Dict, Optional, Type, Union -from brainpy.math.delayvars import AbstractDelay, NeuTimeDelay +from brainpy.math.delayvars import TimeDelay, LengthDelay, NeuTimeDelay, NeuLenDelay from .base import ODEIntegrator __all__ = [ @@ -25,7 +25,7 @@ 'get_supported_methods', ] -name2method = { +name2method: Dict[str, Type[ODEIntegrator]] = { } _DEFAULT_DDE_METHOD = 'euler' @@ -38,8 +38,8 @@ def odeint( dt=None, name=None, show_code=False, - state_delays: Dict[str, AbstractDelay] = None, - neutral_delays: Dict[str, NeuTimeDelay] = None, + state_delays: Optional[Dict[str, Union[LengthDelay, TimeDelay]]] = None, + neutral_delays: Optional[Dict[str, Union[NeuTimeDelay, NeuLenDelay]]] = None, **kwargs ): """Numerical integration for ODEs. diff --git a/brainpy/integrators/runner.py b/brainpy/integrators/runner.py index 28aeb2fba..147a8efcd 100644 --- a/brainpy/integrators/runner.py +++ b/brainpy/integrators/runner.py @@ -16,7 +16,7 @@ import time import warnings from functools import partial -from typing import Union, Dict, Sequence, Callable +from typing import Union, Dict, Optional, Sequence, Callable import jax import jax.numpy as jnp @@ -96,20 +96,20 @@ def __init__( target: Integrator, # IntegratorRunner specific arguments - inits: Union[Sequence, Dict] = None, + inits: Optional[Union[Sequence, Dict]] = None, # regular/common arguments - dt: Union[float, int] = None, - monitors: Sequence[str] = None, - dyn_vars: Dict[str, bm.Variable] = None, + dt: Optional[Union[float, int]] = None, + monitors: Optional[Sequence[str]] = None, + dyn_vars: Optional[Dict[str, bm.Variable]] = None, jit: Union[bool, Dict[str, bool]] = True, numpy_mon_after_run: bool = True, progress_bar: bool = True, # deprecated - args: Dict = None, - dyn_args: Dict[str, Union[bm.ndarray, jnp.ndarray]] = None, - fun_monitors: Dict[str, Callable] = None, + args: Optional[Dict] = None, + dyn_args: Optional[Dict[str, Union[bm.ndarray, jnp.ndarray]]] = None, + fun_monitors: Optional[Dict[str, Callable]] = None, ): """Initialization of structural runner for integrators. @@ -177,25 +177,25 @@ def __init__( # format string monitors if isinstance(monitors, (tuple, list)): - monitors = self._format_seq_monitors(monitors) - monitors = {k: (self.variables[k], i) for k, i in monitors} + seq_monitors = self._format_seq_monitors(monitors) + formatted_monitors: dict = {k: (self.variables[k], i) for k, i in seq_monitors} elif isinstance(monitors, dict): - monitors = self._format_dict_monitors(monitors) + dict_monitors = self._format_dict_monitors(monitors) # ``_format_dict_monitors`` yields ``{user_key: (var_name_or_Variable, index)}``. # The integrator's state variables live in ``self.variables`` (they are NOT # attributes of ``self.target``), so a string variable-name must be resolved # here against ``self.variables``; the base runner then receives an already # resolved ``(Variable, index)`` pair and passes it through unchanged. - monitors = {k: ((self.variables[v[0]], v[1]) - if (isinstance(v, (tuple, list)) and isinstance(v[0], str)) - else v) - for k, v in monitors.items()} + formatted_monitors = {k: ((self.variables[v[0]], v[1]) + if (isinstance(v, (tuple, list)) and isinstance(v[0], str)) + else v) + for k, v in dict_monitors.items()} else: raise ValueError # initialize super class super(IntegratorRunner, self).__init__(target=target, - monitors=monitors, + monitors=formatted_monitors, fun_monitors=fun_monitors, jit=jit, progress_bar=progress_bar, @@ -281,10 +281,10 @@ def _step_fun_integrator(self, static_args, dyn_args, t, i): def run( self, duration: float, - start_t: float = None, + start_t: Optional[float] = None, eval_time: bool = False, - args: Dict = None, - dyn_args: Dict = None, + args: Optional[Dict] = None, + dyn_args: Optional[Dict] = None, ): """The running function. @@ -350,10 +350,10 @@ def run( times = np.asarray(times) for key in list(hists.keys()): hists[key] = np.asarray(hists[key]) - self.mon.ts = times + self.mon['ts'] = times for key in hists.keys(): self.mon[key] = hists[key] - self.start_t[0] = end_t + self.start_t[0] = end_t # type: ignore[assignment] self.idx[0] += times.size if eval_time: return running_time diff --git a/brainpy/integrators/sde/base.py b/brainpy/integrators/sde/base.py index c68437e57..0c7a98eb7 100644 --- a/brainpy/integrators/sde/base.py +++ b/brainpy/integrators/sde/base.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Dict, Callable +from typing import Dict, Callable, Optional, Union import jax.numpy as jnp @@ -21,7 +21,6 @@ from brainpy import math as bm from brainpy.integrators import constants, utils from brainpy.integrators.base import Integrator -from brainpy.math.delayvars import AbstractDelay __all__ = [ 'SDEIntegrator', @@ -42,13 +41,13 @@ def __init__( self, f: Callable, g: Callable, - dt: float = None, - name: str = None, + dt: Optional[float] = None, + name: Optional[str] = None, show_code: bool = False, - var_type: str = None, - intg_type: str = None, - wiener_type: str = None, - state_delays: Dict[str, AbstractDelay] = None, + var_type: Optional[str] = None, + intg_type: Optional[str] = None, + wiener_type: Optional[str] = None, + state_delays: Optional[Dict[str, Union[bm.TimeDelay, bm.LengthDelay]]] = None, ): dt = bm.get_dt() if dt is None else dt parses = utils.get_args(f) diff --git a/brainpy/integrators/sde/generic.py b/brainpy/integrators/sde/generic.py index 3d2e28d04..b10d2105b 100644 --- a/brainpy/integrators/sde/generic.py +++ b/brainpy/integrators/sde/generic.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Dict, Union +from typing import Any, Dict, Optional, Union import brainpy.math as bm from .base import SDEIntegrator @@ -25,7 +25,7 @@ 'get_supported_methods', ] -name2method = { +name2method: Dict[str, Any] = { } _DEFAULT_SDE_METHOD = 'euler' @@ -35,13 +35,13 @@ def sdeint( f=None, g=None, method=None, - dt: float = None, - name: str = None, + dt: Optional[float] = None, + name: Optional[str] = None, show_code: bool = False, - var_type: str = None, - intg_type: str = None, - wiener_type: str = None, - state_delays: Dict[str, Union[bm.LengthDelay, bm.TimeDelay]] = None + var_type: Optional[str] = None, + intg_type: Optional[str] = None, + wiener_type: Optional[str] = None, + state_delays: Optional[Dict[str, Union[bm.LengthDelay, bm.TimeDelay]]] = None ): """Numerical integration for SDEs. diff --git a/brainpy/integrators/sde/normal.py b/brainpy/integrators/sde/normal.py index a4a2b722f..0064f16ac 100644 --- a/brainpy/integrators/sde/normal.py +++ b/brainpy/integrators/sde/normal.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Callable, Dict, Sequence +from typing import Optional, Union, Callable, Dict, Sequence import jax.numpy as jnp @@ -265,13 +265,13 @@ def __init__( self, f: Callable, g: Callable, - dt: float = None, - name: str = None, + dt: Optional[float] = None, + name: Optional[str] = None, show_code=False, - var_type: str = None, - intg_type: str = None, - wiener_type: str = None, - state_delays: Dict[str, bm.AbstractDelay] = None, + var_type: Optional[str] = None, + intg_type: Optional[str] = None, + wiener_type: Optional[str] = None, + state_delays: Optional[Dict[str, Union[bm.TimeDelay, bm.LengthDelay]]] = None, ): super(Milstein, self).__init__(f=f, g=g, @@ -420,13 +420,13 @@ def __init__( self, f: Callable, g: Callable, - dt: float = None, - name: str = None, + dt: Optional[float] = None, + name: Optional[str] = None, show_code=False, - var_type: str = None, - intg_type: str = None, - wiener_type: str = None, - state_delays: Dict[str, bm.AbstractDelay] = None, + var_type: Optional[str] = None, + intg_type: Optional[str] = None, + wiener_type: Optional[str] = None, + state_delays: Optional[Dict[str, Union[bm.TimeDelay, bm.LengthDelay]]] = None, ): super(MilsteinGradFree, self).__init__(f=f, g=g, @@ -562,14 +562,14 @@ def __init__( self, f: Callable, g: Callable, - dt: float = None, - name: str = None, + dt: Optional[float] = None, + name: Optional[str] = None, show_code: bool = False, - var_type: str = None, - intg_type: str = None, - wiener_type: str = None, - dyn_vars: Union[bm.Variable, Sequence[bm.Variable], Dict[str, bm.Variable]] = None, - state_delays: Dict[str, bm.AbstractDelay] = None + var_type: Optional[str] = None, + intg_type: Optional[str] = None, + wiener_type: Optional[str] = None, + dyn_vars: Optional[Union[bm.Variable, Sequence[bm.Variable], Dict[str, bm.Variable]]] = None, + state_delays: Optional[Dict[str, Union[bm.TimeDelay, bm.LengthDelay]]] = None ): super(ExponentialEuler, self).__init__(f=f, g=g, diff --git a/brainpy/losses/base.py b/brainpy/losses/base.py index bc3538297..2e2e55628 100644 --- a/brainpy/losses/base.py +++ b/brainpy/losses/base.py @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Optional +from typing import Any, Optional from brainpy.dnn.base import Layer @@ -31,8 +31,8 @@ def __init__(self, reduction: str = 'mean') -> None: class WeightedLoss(Loss): - weight: Optional + weight: Optional[Any] - def __init__(self, weight: Optional = None, reduction: str = 'mean') -> None: + def __init__(self, weight: Optional[Any] = None, reduction: str = 'mean') -> None: super().__init__(reduction) self.weight = weight diff --git a/brainpy/math/__init__.py b/brainpy/math/__init__.py index 0bbc6731f..58529ba65 100644 --- a/brainpy/math/__init__.py +++ b/brainpy/math/__init__.py @@ -64,7 +64,7 @@ from .delayvars import * # einops-style helpers are reused from ``brainunit.math`` (the local port was # removed); keep the historical ``ein_*`` names as thin aliases. -from brainunit.math import ( +from brainunit.math import ( # type: ignore[attr-defined] # ein_* helpers provided dynamically by brainunit.math einreduce as ein_reduce, einrearrange as ein_rearrange, einrepeat as ein_repeat, diff --git a/brainpy/math/activations.py b/brainpy/math/activations.py index 3d6c11d9e..25a1bd35e 100644 --- a/brainpy/math/activations.py +++ b/brainpy/math/activations.py @@ -68,7 +68,7 @@ 'tanh', ] -tanh = u.math.tanh +tanh = u.math.tanh # type: ignore[attr-defined] # provided dynamically by brainunit.math def get(activation): @@ -510,7 +510,7 @@ def relu(x): @jax.custom_jvp -def _relu(x: Array) -> Array: +def _relu(x: jax.Array) -> jax.Array: r"""Rectified linear unit activation function. Computes the element-wise function: diff --git a/brainpy/math/compat_pytorch.py b/brainpy/math/compat_pytorch.py index 8dab8add9..38dd381de 100644 --- a/brainpy/math/compat_pytorch.py +++ b/brainpy/math/compat_pytorch.py @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Union, Optional, Sequence +from typing import Union, Optional, Sequence, cast import jax import jax.numpy as jnp @@ -79,7 +79,7 @@ def flatten(input: Union[jax.Array, Array], ------- out : Array """ - input = _as_jax_array_(input) + input = cast(jax.Array, _as_jax_array_(input)) shape = input.shape ndim = input.ndim if ndim == 0: @@ -122,7 +122,7 @@ def unflatten(x: Union[jax.Array, Array], dim: int, sizes: Sequence[int]) -> Arr The returned tensor has one more dimension than the input tensor. The returned tensor shares the same underlying data with this tensor. """ - x = _as_jax_array_(x) + x = cast(jax.Array, _as_jax_array_(x)) ndim = x.ndim # Normalise a negative ``dim`` to PyTorch semantics, where ``dim`` indexes # into ``x.shape`` and may be in ``[-ndim, ndim)``. @@ -156,7 +156,7 @@ def unsqueeze(x: Union[jax.Array, Array], dim: int) -> Array: ------- out : Array """ - x = _as_jax_array_(x) + x = cast(jax.Array, _as_jax_array_(x)) r = jnp.expand_dims(x, dim) return _return(r) @@ -167,12 +167,13 @@ def abs( *, out: Optional[Union[Array, jax.Array, np.ndarray]] = None ) -> Optional[Array]: - x = _as_jax_array_(x) + x = cast(jax.Array, _as_jax_array_(x)) r = jnp.abs(x) if out is None: return _return(r) else: _check_out(out) + assert isinstance(out, Array) out.value = r return out @@ -185,12 +186,13 @@ def acos( *, out: Optional[Union[Array, jax.Array, np.ndarray]] = None ) -> Optional[Array]: - x = _as_jax_array_(x) + x = cast(jax.Array, _as_jax_array_(x)) r = jnp.arccos(x) if out is None: return _return(r) else: _check_out(out) + assert isinstance(out, Array) out.value = r return out @@ -203,12 +205,13 @@ def acosh( *, out: Optional[Union[Array, jax.Array, np.ndarray]] = None ) -> Optional[Array]: - x = _as_jax_array_(x) + x = cast(jax.Array, _as_jax_array_(x)) r = jnp.arccosh(x) if out is None: return _return(r) else: _check_out(out) + assert isinstance(out, Array) out.value = r return out @@ -220,7 +223,7 @@ def add( x: Union[jax.Array, Array, jnp.number], y: Union[jax.Array, Array, jnp.number], *, - alpha: Optional[jnp.number] = 1, + alpha: Union[int, float, jnp.number] = 1, out: Optional[Union[Array, jax.Array, np.ndarray]] = None ) -> Optional[Array]: r""" @@ -231,14 +234,15 @@ def add( \text { out }_i=\text { input }_i+\text { alpha } \times \text { other }_i """ - x = _as_jax_array_(x) - y = _as_jax_array_(y) + x = cast(jax.Array, _as_jax_array_(x)) + y = cast(jax.Array, _as_jax_array_(y)) y = jnp.multiply(alpha, y) r = jnp.add(x, y) if out is None: return _return(r) else: _check_out(out) + assert isinstance(out, Array) out.value = r return out @@ -248,11 +252,11 @@ def addcdiv( tensor1: Union[jax.Array, Array, jnp.number], tensor2: Union[jax.Array, Array, jnp.number], *, - value: jnp.number = 1, + value: Union[int, float, jnp.number] = 1, out: Optional[Union[Array, jax.Array, np.ndarray]] = None ) -> Optional[Array]: - tensor1 = _as_jax_array_(tensor1) - tensor2 = _as_jax_array_(tensor2) + tensor1 = cast(jax.Array, _as_jax_array_(tensor1)) + tensor2 = cast(jax.Array, _as_jax_array_(tensor2)) other = jnp.divide(tensor1, tensor2) return add(x, other, alpha=value, out=out) @@ -262,11 +266,11 @@ def addcmul( tensor1: Union[jax.Array, Array, jnp.number], tensor2: Union[jax.Array, Array, jnp.number], *, - value: jnp.number = 1, + value: Union[int, float, jnp.number] = 1, out: Optional[Union[Array, jax.Array, np.ndarray]] = None ) -> Optional[Array]: - tensor1 = _as_jax_array_(tensor1) - tensor2 = _as_jax_array_(tensor2) + tensor1 = cast(jax.Array, _as_jax_array_(tensor1)) + tensor2 = cast(jax.Array, _as_jax_array_(tensor2)) other = jnp.multiply(tensor1, tensor2) return add(x, other, alpha=value, out=out) @@ -276,12 +280,13 @@ def angle( *, out: Optional[Union[Array, jax.Array, np.ndarray]] = None ) -> Optional[Array]: - x = _as_jax_array_(x) + x = cast(jax.Array, _as_jax_array_(x)) r = jnp.angle(x) if out is None: return _return(r) else: _check_out(out) + assert isinstance(out, Array) out.value = r return out @@ -291,12 +296,13 @@ def asin( *, out: Optional[Union[Array, jax.Array, np.ndarray]] = None ) -> Optional[Array]: - x = _as_jax_array_(x) + x = cast(jax.Array, _as_jax_array_(x)) r = jnp.arcsin(x) if out is None: return _return(r) else: _check_out(out) + assert isinstance(out, Array) out.value = r return out @@ -309,12 +315,13 @@ def asinh( *, out: Optional[Union[Array, jax.Array, np.ndarray]] = None ) -> Optional[Array]: - x = _as_jax_array_(x) + x = cast(jax.Array, _as_jax_array_(x)) r = jnp.arcsinh(x) if out is None: return _return(r) else: _check_out(out) + assert isinstance(out, Array) out.value = r return out @@ -327,12 +334,13 @@ def atan( *, out: Optional[Union[Array, jax.Array, np.ndarray]] = None ) -> Optional[Array]: - x = _as_jax_array_(x) + x = cast(jax.Array, _as_jax_array_(x)) r = jnp.arctan(x) if out is None: return _return(r) else: _check_out(out) + assert isinstance(out, Array) out.value = r return out @@ -345,12 +353,13 @@ def atanh( *, out: Optional[Union[Array, jax.Array, np.ndarray]] = None ) -> Optional[Array]: - x = _as_jax_array_(x) + x = cast(jax.Array, _as_jax_array_(x)) r = jnp.arctanh(x) if out is None: return _return(r) else: _check_out(out) + assert isinstance(out, Array) out.value = r return out @@ -364,13 +373,14 @@ def atan2( *, out: Optional[Union[Array, jax.Array, np.ndarray]] = None ) -> Optional[Array]: - x1 = _as_jax_array_(x1) - x2 = _as_jax_array_(x2) + x1 = cast(jax.Array, _as_jax_array_(x1)) + x2 = cast(jax.Array, _as_jax_array_(x2)) r = jnp.arctan2(x1, x2) if out is None: return _return(r) else: _check_out(out) + assert isinstance(out, Array) out.value = r return out diff --git a/brainpy/math/defaults.py b/brainpy/math/defaults.py index 067c8f895..134b2e692 100644 --- a/brainpy/math/defaults.py +++ b/brainpy/math/defaults.py @@ -51,70 +51,70 @@ def __init__(self): def mode(self): return brainstate.environ.get('mode', env=env) - @property - def membrane_scaling(self): - return brainstate.environ.get('membrane_scaling', env=env) - - @property - def dt(self): - return brainstate.environ.get('dt', env=env) - - @property - def bool_(self): - return brainstate.environ.get('bool_', env=env) - - @property - def int_(self): - return brainstate.environ.get('int_', env=env) - - @property - def float_(self): - return brainstate.environ.get('float_', env=env) - - @property - def complex_(self): - return brainstate.environ.get('complex_', env=env) - - @property - def bp_object_as_pytree(self): - return brainstate.environ.get('bp_object_as_pytree', env=env) - - @property - def numpy_func_return(self): - return brainstate.environ.get('numpy_func_return', env=env) - @mode.setter def mode(self, value): brainstate.environ.set(mode=value, env=env) + @property + def membrane_scaling(self): + return brainstate.environ.get('membrane_scaling', env=env) + @membrane_scaling.setter def membrane_scaling(self, value): brainstate.environ.set(membrane_scaling=value, env=env) + @property + def dt(self): + return brainstate.environ.get('dt', env=env) + @dt.setter def dt(self, value): brainstate.environ.set(dt=value, env=env) + @property + def bool_(self): + return brainstate.environ.get('bool_', env=env) + @bool_.setter def bool_(self, value): brainstate.environ.set(bool_=value, env=env) + @property + def int_(self): + return brainstate.environ.get('int_', env=env) + @int_.setter def int_(self, value): brainstate.environ.set(int_=value, env=env) + @property + def float_(self): + return brainstate.environ.get('float_', env=env) + @float_.setter def float_(self, value): brainstate.environ.set(float_=value, env=env) + @property + def complex_(self): + return brainstate.environ.get('complex_', env=env) + @complex_.setter def complex_(self, value): brainstate.environ.set(complex_=value, env=env) + @property + def bp_object_as_pytree(self): + return brainstate.environ.get('bp_object_as_pytree', env=env) + @bp_object_as_pytree.setter def bp_object_as_pytree(self, value): brainstate.environ.set(bp_object_as_pytree=value, env=env) + @property + def numpy_func_return(self): + return brainstate.environ.get('numpy_func_return', env=env) + @numpy_func_return.setter def numpy_func_return(self, value): brainstate.environ.set(numpy_func_return=value, env=env) diff --git a/brainpy/math/delayvars.py b/brainpy/math/delayvars.py index 09250402c..77fc71111 100644 --- a/brainpy/math/delayvars.py +++ b/brainpy/math/delayvars.py @@ -15,7 +15,7 @@ # ============================================================================== import inspect import numbers -from typing import Union, Callable +from typing import Union, Callable, Optional import jax import jax.numpy as jnp @@ -150,14 +150,16 @@ class TimeDelay(AbstractDelay): LengthDelay """ + _before_type: str + def __init__( self, delay_target: Union[ndarray, jnp.ndarray], delay_len: Union[float, int], - before_t0: Union[Callable, ndarray, jnp.ndarray, float, int] = None, + before_t0: Optional[Union[Callable, ndarray, jnp.ndarray, float, int]] = None, t0: Union[float, int] = 0., - dt: Union[float, int] = None, - name: str = None, + dt: Optional[Union[float, int]] = None, + name: Optional[str] = None, interp_method: str = 'linear_interp', ): super(TimeDelay, self).__init__(name=name) @@ -199,11 +201,11 @@ def __init__( self._before_type = _FUNC_BEFORE elif isinstance(before_t0, (ndarray, jnp.ndarray, float, int)): self._before_type = _DATA_BEFORE - self.data[:-1] = before_t0 + self.data[:-1] = before_t0 # type: ignore[assignment] # saiunit CustomArray.__setitem__ ArrayLike excludes brainpy Array / python scalars else: raise ValueError(f'"before_t0" does not support {type(before_t0)}') # set initial data - self.data[-1] = delay_target + self.data[-1] = delay_target # type: ignore[assignment] # saiunit CustomArray.__setitem__ ArrayLike excludes brainpy Array # interpolation function self._interp_fun = jnp.interp @@ -247,7 +249,7 @@ def reset(self, dtype=delay_target.dtype) self._before_type = _FUNC_BEFORE elif isinstance(before_t0, (ndarray, jnp.ndarray, float, int)): - self.data[:-1] = before_t0 + self.data[:-1] = before_t0 # type: ignore[assignment] # saiunit CustomArray.__setitem__ ArrayLike excludes brainpy Array / python scalars self._before_type = _DATA_BEFORE else: raise ValueError(f'"before_t0" does not support {type(before_t0)}') @@ -379,9 +381,9 @@ def __init__( self, delay_target: Union[ndarray, jax.Array], delay_len: int, - initial_delay_data: Union[float, int, bool, ndarray, jax.Array, Callable] = None, - name: str = None, - batch_axis: int = None, + initial_delay_data: Optional[Union[float, int, bool, ndarray, jax.Array, Callable]] = None, + name: Optional[str] = None, + batch_axis: Optional[int] = None, update_method: str = ROTATE_UPDATE ): super(LengthDelay, self).__init__(name=name) @@ -389,9 +391,9 @@ def __init__( assert update_method in [ROTATE_UPDATE, CONCAT_UPDATE] self.update_method = update_method # attributes and variables - self.data: Variable = None + self.data: Variable = None # type: ignore[assignment] # populated by reset() below before any read self.num_delay_step: int = 0 - self.idx: Variable = None + self.idx: Variable = None # type: ignore[assignment] # populated by reset() below before any read self.delay_target = None if isinstance(delay_target, Variable): @@ -419,16 +421,16 @@ def __repr__(self): def reset( self, delay_target, - delay_len: int = None, - initial_delay_data: Union[float, int, bool, ndarray, jnp.ndarray, Callable] = None, - batch_axis: int = None + delay_len: Optional[int] = None, + initial_delay_data: Optional[Union[float, int, bool, ndarray, jnp.ndarray, Callable]] = None, + batch_axis: Optional[int] = None ): if not isinstance(delay_target, (ndarray, jnp.ndarray)): raise ValueError(f'Must be an instance of brainpy.math.ndarray ' f'or jax.numpy.ndarray. But we got {type(delay_target)}') # delay_len - is_integer(delay_len, 'delay_len', allow_none=True, min_bound=0) + is_integer(delay_len, 'delay_len', allow_none=True, min_bound=0) # type: ignore[arg-type] # is_integer accepts None when allow_none=True but types arg as int if delay_len is None: if self.num_delay_step is None: raise ValueError('"delay_len" cannot be None.') @@ -449,11 +451,11 @@ def reset( dtype=delay_target.dtype) # update delay data - self.data[0] = delay_target + self.data[0] = delay_target # type: ignore[assignment] # saiunit CustomArray.__setitem__ ArrayLike excludes brainpy Array if initial_delay_data is None: pass elif isinstance(initial_delay_data, (ndarray, jnp.ndarray, float, int, bool)): - self.data[1:] = initial_delay_data + self.data[1:] = initial_delay_data # type: ignore[assignment] # saiunit CustomArray.__setitem__ ArrayLike excludes brainpy Array / python scalars elif callable(initial_delay_data): shape = (delay_len,) + delay_target.shape dtype = delay_target.dtype @@ -514,7 +516,7 @@ def retrieve(self, delay_len, *indices): # the delay data return self.data[indices] - def update(self, value: Union[numbers.Number, Array, jax.Array] = None): + def update(self, value: Optional[Union[numbers.Number, Array, jax.Array]] = None): """Update delay variable with the new data. Parameters @@ -531,13 +533,13 @@ def update(self, value: Union[numbers.Number, Array, jax.Array] = None): if self.update_method == ROTATE_UPDATE: self.idx.value = stop_gradient(as_jax((self.idx - 1) % self.num_delay_step)) - self.data[self.idx[0]] = value + self.data[self.idx[0]] = value # type: ignore[assignment] # saiunit CustomArray.__setitem__ ArrayLike excludes brainpy Array / python scalars elif self.update_method == CONCAT_UPDATE: if self.num_delay_step >= 2: self.data.value = concatenate([expand_dims(value, 0), self.data[:-1]], axis=0) else: - self.data[:] = value + self.data[:] = value # type: ignore[assignment] # saiunit CustomArray.__setitem__ ArrayLike excludes brainpy Array / python scalars else: raise ValueError(f'Unknown updating method "{self.update_method}"') diff --git a/brainpy/math/environment.py b/brainpy/math/environment.py index ba4c5b268..046d13c71 100644 --- a/brainpy/math/environment.py +++ b/brainpy/math/environment.py @@ -20,7 +20,7 @@ import re import sys import warnings -from typing import Any, Callable, TypeVar, cast +from typing import Any, Callable, Optional, TypeVar, cast import brainstate.environ import jax @@ -133,7 +133,7 @@ def generator_context(*args, **kwargs): return generator_context - def __enter__(self) -> None: + def __enter__(self) -> Any: raise NotImplementedError def __exit__(self, exc_type: Any, exc_value: Any, traceback: Any) -> None: @@ -169,16 +169,16 @@ class environment(_DecoratorContextManager): def __init__( self, - mode: modes.Mode = None, - membrane_scaling: scales.Scaling = None, - dt: float = None, - x64: bool = None, - complex_: type = None, - float_: type = None, - int_: type = None, - bool_: type = None, - bp_object_as_pytree: bool = None, - numpy_func_return: str = None, + mode: Optional[modes.Mode] = None, + membrane_scaling: Optional[scales.Scaling] = None, + dt: Optional[float] = None, + x64: Optional[bool] = None, + complex_: Optional[type] = None, + float_: Optional[type] = None, + int_: Optional[type] = None, + bool_: Optional[type] = None, + bp_object_as_pytree: Optional[bool] = None, + numpy_func_return: Optional[str] = None, ) -> None: super().__init__() @@ -290,16 +290,16 @@ class training_environment(environment): def __init__( self, - dt: float = None, - x64: bool = None, - complex_: type = None, - float_: type = None, - int_: type = None, - bool_: type = None, + dt: Optional[float] = None, + x64: Optional[bool] = None, + complex_: Optional[type] = None, + float_: Optional[type] = None, + int_: Optional[type] = None, + bool_: Optional[type] = None, batch_size: int = 1, - membrane_scaling: scales.Scaling = None, - bp_object_as_pytree: bool = None, - numpy_func_return: str = None, + membrane_scaling: Optional[scales.Scaling] = None, + bp_object_as_pytree: Optional[bool] = None, + numpy_func_return: Optional[str] = None, ): super().__init__(dt=dt, x64=x64, @@ -328,16 +328,16 @@ class batching_environment(environment): def __init__( self, - dt: float = None, - x64: bool = None, - complex_: type = None, - float_: type = None, - int_: type = None, - bool_: type = None, + dt: Optional[float] = None, + x64: Optional[bool] = None, + complex_: Optional[type] = None, + float_: Optional[type] = None, + int_: Optional[type] = None, + bool_: Optional[type] = None, batch_size: int = 1, - membrane_scaling: scales.Scaling = None, - bp_object_as_pytree: bool = None, - numpy_func_return: str = None, + membrane_scaling: Optional[scales.Scaling] = None, + bp_object_as_pytree: Optional[bool] = None, + numpy_func_return: Optional[str] = None, ): super().__init__(dt=dt, x64=x64, @@ -352,16 +352,16 @@ def __init__( def set( - mode: modes.Mode = None, - membrane_scaling: scales.Scaling = None, - dt: float = None, - x64: bool = None, - complex_: type = None, - float_: type = None, - int_: type = None, - bool_: type = None, - bp_object_as_pytree: bool = None, - numpy_func_return: str = None, + mode: Optional[modes.Mode] = None, + membrane_scaling: Optional[scales.Scaling] = None, + dt: Optional[float] = None, + x64: Optional[bool] = None, + complex_: Optional[type] = None, + float_: Optional[type] = None, + int_: Optional[type] = None, + bool_: Optional[type] = None, + bp_object_as_pytree: Optional[bool] = None, + numpy_func_return: Optional[str] = None, ): """Set the default computation environment. @@ -720,7 +720,7 @@ def set_host_device_count(n): def clear_buffer_memory( - platform: str = None, + platform: Optional[str] = None, array: bool = True, transform: bool = True, compilation: bool = False, @@ -755,6 +755,22 @@ def clear_buffer_memory( if array: for buf in get_backend(platform).live_buffers(): buf.delete() + # Deleting *every* live buffer also frees JAX's internal runtime + # effect-token buffers (used for ordered side effects inside + # ``scan``/``for_loop``). JAX keeps stale references to those tokens in + # its runtime-token registry, so the next ordered-effect dispatch calls + # ``BlockHostUntilReady()`` on an already-deleted buffer and raises + # ``INVALID_ARGUMENT: ... deleted or donated buffer``. This bites, e.g., + # ``jax_vectorize_map(..., clear_buffer=True)`` when the mapped function + # runs a ``DSRunner`` (its ``for_loop`` uses ordered effects) and the + # loop clears buffers between chunks. Resetting the registry forces fresh + # tokens to be created on the next dispatch. Guarded because it reaches + # into a private JAX module whose path may change across versions. + try: + from jax._src.dispatch import runtime_tokens + runtime_tokens.clear() + except Exception: + pass if compilation: jax.clear_caches() if transform: diff --git a/brainpy/math/environment_test.py b/brainpy/math/environment_test.py index 8adbc1b05..4feb75e3d 100644 --- a/brainpy/math/environment_test.py +++ b/brainpy/math/environment_test.py @@ -12,6 +12,8 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== +import subprocess +import sys import unittest import jax @@ -30,3 +32,45 @@ def test_numpy_func_return(self): with bm.environment(numpy_func_return='bp_array'): a = bm.zeros([3, 3]) self.assertTrue(isinstance(a, bm.Array)) + + +# Regression: ``clear_buffer_memory()`` used to delete JAX's runtime effect-token +# buffers along with everything else, so a *subsequent* ordered-effect dispatch +# crashed with "INVALID_ARGUMENT: BlockHostUntilReady() called on deleted or +# donated buffer" (hit by ``jax_vectorize_map(..., clear_buffer=True)`` around a +# ``DSRunner``/``for_loop``). The fix resets JAX's runtime-token registry after +# deleting live buffers. Run in a subprocess: the real ``clear_buffer_memory`` +# deletes *every* live device buffer, which would poison the shared pytest +# session if run in-process. +_CLEAR_BUFFER_ORDERED_EFFECT_SNIPPET = r""" +import jax +import jax.numpy as jnp +from jax.experimental import io_callback +import brainpy.math as bm + +def f(x): + # ordered=True registers a runtime effect token that lives as an on-device buffer + y = io_callback(lambda v: v, jax.ShapeDtypeStruct(x.shape, x.dtype), x, ordered=True) + return y + 1.0 + +jf = jax.jit(f) +jf(jnp.ones(3)).block_until_ready() # first ordered-effect dispatch +bm.clear_buffer_memory() # deletes live buffers (incl. the token) +jf(jnp.ones(3)).block_until_ready() # must NOT raise "deleted or donated buffer" +print('OK') +""" + + +class TestClearBufferMemory(unittest.TestCase): + def test_ordered_effect_survives_clear_buffer_memory(self): + proc = subprocess.run( + [sys.executable, '-c', _CLEAR_BUFFER_ORDERED_EFFECT_SNIPPET], + capture_output=True, text=True, timeout=300, + ) + self.assertEqual( + proc.returncode, 0, + msg=f'ordered-effect dispatch after clear_buffer_memory failed:\n' + f'STDOUT:\n{proc.stdout}\nSTDERR:\n{proc.stderr}', + ) + self.assertIn('OK', proc.stdout) + self.assertNotIn('deleted or donated buffer', proc.stderr) diff --git a/brainpy/math/event/csr_matmat.py b/brainpy/math/event/csr_matmat.py index 02303da5b..76018fe00 100644 --- a/brainpy/math/event/csr_matmat.py +++ b/brainpy/math/event/csr_matmat.py @@ -61,9 +61,9 @@ def csrmm( if isinstance(matrix, Array): matrix = matrix.value - matrix = brainevent.BinaryArray(matrix) + binary_matrix = brainevent.BinaryArray(matrix) csr = brainevent.CSR((data, indices, indptr), shape=shape) if transpose: - return csr.T @ matrix + return csr.T @ binary_matrix else: - return csr @ matrix + return csr @ binary_matrix diff --git a/brainpy/math/event/csr_matvec.py b/brainpy/math/event/csr_matvec.py index dcac8974e..0d592cf4a 100644 --- a/brainpy/math/event/csr_matvec.py +++ b/brainpy/math/event/csr_matvec.py @@ -86,9 +86,9 @@ def csrmv( if isinstance(events, Array): events = events.value - events = brainevent.BinaryArray(events) + binary_events = brainevent.BinaryArray(events) csr = brainevent.CSR((data, indices, indptr), shape=shape) if transpose: - return events @ csr + return binary_events @ csr else: - return csr @ events + return csr @ binary_events diff --git a/brainpy/math/jitconn/event_matvec.py b/brainpy/math/jitconn/event_matvec.py index 042bad16d..493c502da 100644 --- a/brainpy/math/jitconn/event_matvec.py +++ b/brainpy/math/jitconn/event_matvec.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Tuple, Optional +from typing import Tuple, Optional, cast import brainevent import jax @@ -49,12 +49,12 @@ def event_mv_prob_homo( if isinstance(weight, Array): weight = weight.value - events = brainevent.BinaryArray(events) + binary_events = brainevent.BinaryArray(events) csr = brainevent.JITCScalarR((weight, conn_prob, seed), shape=shape, corder=outdim_parallel) if transpose: - return events @ csr + return cast(jax.Array, binary_events @ csr) else: - return csr @ events + return cast(jax.Array, csr @ binary_events) event_mv_prob_homo.__doc__ = mv_prob_homo.__doc__ @@ -75,7 +75,7 @@ def event_mv_prob_uniform( seed = np.random.randint(0, 1000000000) if isinstance(events, Array): events = events.value - events = brainevent.BinaryArray(events) + binary_events = brainevent.BinaryArray(events) if isinstance(w_low, Array): w_low = w_low.value if isinstance(w_high, Array): @@ -83,9 +83,9 @@ def event_mv_prob_uniform( csr = brainevent.JITCUniformR((w_low, w_high, conn_prob, seed), shape=shape, corder=outdim_parallel) if transpose: - return events @ csr + return cast(jax.Array, binary_events @ csr) else: - return csr @ events + return cast(jax.Array, csr @ binary_events) event_mv_prob_uniform.__doc__ = mv_prob_uniform.__doc__ @@ -106,7 +106,7 @@ def event_mv_prob_normal( seed = np.random.randint(0, 1000000000) if isinstance(events, Array): events = events.value - events = brainevent.BinaryArray(events) + binary_events = brainevent.BinaryArray(events) if isinstance(w_mu, Array): w_mu = w_mu.value if isinstance(w_sigma, Array): @@ -114,9 +114,9 @@ def event_mv_prob_normal( csr = brainevent.JITCNormalR((w_mu, w_sigma, conn_prob, seed), shape=shape, corder=outdim_parallel) if transpose: - return events @ csr + return cast(jax.Array, binary_events @ csr) else: - return csr @ events + return cast(jax.Array, csr @ binary_events) event_mv_prob_normal.__doc__ = mv_prob_normal.__doc__ diff --git a/brainpy/math/jitconn/matvec.py b/brainpy/math/jitconn/matvec.py index deaa33d05..50c2da128 100644 --- a/brainpy/math/jitconn/matvec.py +++ b/brainpy/math/jitconn/matvec.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Tuple, Optional, Union +from typing import Tuple, Optional, Union, cast import brainevent import jax @@ -111,9 +111,9 @@ def mv_prob_homo( csr = brainevent.JITCScalarR((weight, conn_prob, seed), shape=shape, corder=outdim_parallel) if transpose: - return vector @ csr + return cast(jax.Array, vector @ csr) else: - return csr @ vector + return cast(jax.Array, csr @ vector) def mv_prob_uniform( @@ -201,9 +201,9 @@ def mv_prob_uniform( csr = brainevent.JITCUniformR((w_low, w_high, conn_prob, seed), shape=shape, corder=outdim_parallel) if transpose: - return vector @ csr + return cast(jax.Array, vector @ csr) else: - return csr @ vector + return cast(jax.Array, csr @ vector) def mv_prob_normal( @@ -291,9 +291,9 @@ def mv_prob_normal( csr = brainevent.JITCNormalR((w_mu, w_sigma, conn_prob, seed), shape=shape, corder=outdim_parallel) if transpose: - return vector @ csr + return cast(jax.Array, vector @ csr) else: - return csr @ vector + return cast(jax.Array, csr @ vector) def get_homo_weight_matrix( @@ -345,7 +345,7 @@ def get_homo_weight_matrix( csr = brainevent.JITCScalarR((weight, conn_prob, seed), shape=shape, corder=outdim_parallel) if transpose: csr = csr.T - return csr.todense() + return cast(jax.Array, csr.todense()) def get_uniform_weight_matrix( @@ -407,7 +407,7 @@ def get_uniform_weight_matrix( csr = brainevent.JITCUniformR((w_low, w_high, conn_prob, seed), shape=shape, corder=outdim_parallel) if transpose: csr = csr.T - return csr.todense() + return cast(jax.Array, csr.todense()) def get_normal_weight_matrix( @@ -467,4 +467,4 @@ def get_normal_weight_matrix( csr = brainevent.JITCNormalR((w_mu, w_sigma, conn_prob, seed), shape=shape, corder=outdim_parallel) if transpose: csr = csr.T - return csr.todense() + return cast(jax.Array, csr.todense()) diff --git a/brainpy/math/modes.py b/brainpy/math/modes.py index ea9ba1501..36226590c 100644 --- a/brainpy/math/modes.py +++ b/brainpy/math/modes.py @@ -35,7 +35,7 @@ class Mode(brainstate.mixin.Mode): def __repr__(self): return self.__class__.__name__ - def __eq__(self, other: 'Mode'): + def __eq__(self, other: object): if not isinstance(other, Mode): return False return other.__class__ == self.__class__ diff --git a/brainpy/math/numpy_ops_test.py b/brainpy/math/numpy_ops_test.py index 8e7fa2b53..ae6066f38 100644 --- a/brainpy/math/numpy_ops_test.py +++ b/brainpy/math/numpy_ops_test.py @@ -45,13 +45,13 @@ from jax import tree_util from jax.test_util import check_grads -from jax._src import device_array +from jax._src import device_array # type: ignore[attr-defined] # private jax internal absent in current jax from jax._src import dtypes from jax._src import test_util as jtu from jax._src.lax import lax as lax_internal -from jax._src.numpy.lax_numpy import _promote_dtypes, _promote_dtypes_inexact -from jax._src.numpy.util import _parse_numpydoc, ParsedDoc, _wraps -from jax._src.util import prod, safe_zip +from jax._src.numpy.lax_numpy import _promote_dtypes, _promote_dtypes_inexact # type: ignore[attr-defined] # private jax internals absent in current jax +from jax._src.numpy.util import _parse_numpydoc, ParsedDoc, _wraps # type: ignore[attr-defined] # private jax internals absent in current jax +from jax._src.util import prod, safe_zip # type: ignore[attr-defined] # private jax internal absent in current jax import brainpy.math as bm @@ -4285,7 +4285,7 @@ def bm_fun(a, c): else: self._CompileAndCheck(bm_func(bm_fun), args_maker) - def _GetArgsMaker(self, rng, shapes, dtypes, np_arrays=True): + def _GetArgsMaker2(self, rng, shapes, dtypes, np_arrays=True): def f(): out = [rng(shape, dtype or jnp.float_) for shape, dtype in zip(shapes, dtypes)] @@ -4596,7 +4596,7 @@ def testUnpackbits(self, shape, dtype, axis, bitorder, count): self._CheckAgainstNumpy(np_op, bm_func(bm_op), args_maker) self._CompileAndCheck(bm_func(bm_op), args_maker) - def _GetArgsMaker(self, rng, shapes, dtypes, np_arrays=True): + def _GetArgsMaker3(self, rng, shapes, dtypes, np_arrays=True): def f(): out = [rng(shape, dtype or jnp.float_) for shape, dtype in zip(shapes, dtypes)] diff --git a/brainpy/math/object_transform/base.py b/brainpy/math/object_transform/base.py index df80b7880..30cb14f07 100644 --- a/brainpy/math/object_transform/base.py +++ b/brainpy/math/object_transform/base.py @@ -39,7 +39,7 @@ variable_ = None StateLoadResult = namedtuple('StateLoadResult', ['missing_keys', 'unexpected_keys']) -registered = set() +registered: set = set() __all__ = [ 'BrainPyObject', 'Base', 'FunAsObject', 'ObjectTransform', @@ -141,7 +141,7 @@ def tracing_variable( name: str, init: Union[Callable, Array, jax.Array], shape: Union[int, Sequence[int]], - batch_or_mode: Union[int, bool, Mode] = None, + batch_or_mode: Optional[Union[int, bool, Mode]] = None, batch_axis: int = 0, axis_names: Optional[Sequence[str]] = None, batch_axis_name: Optional[str] = BATCH_AXIS, @@ -245,11 +245,11 @@ def name(self): return self._name @name.setter - def name(self, name: str = None): + def name(self, name: Optional[str] = None): self._name = self.unique_name(name=name) check_name_uniqueness(name=self._name, obj=self) - def register_implicit_vars(self, *variables, var_cls: type = None, **named_variables): + def register_implicit_vars(self, *variables, var_cls: Any = None, **named_variables): if var_cls is None: var_cls = (Variable, VarList, VarDict) @@ -289,7 +289,7 @@ def _store(key, value): raise ValueError(f'Must be instance of {var_cls}, but we got {type(variable)}') _store(key, variable) - def register_implicit_nodes(self, *nodes, node_cls: type = None, **named_nodes): + def register_implicit_nodes(self, *nodes, node_cls: Any = None, **named_nodes): if node_cls is None: node_cls = (BrainPyObject, NodeList, NodeDict) @@ -318,7 +318,7 @@ def vars( method: str = 'absolute', level: int = -1, include_self: bool = True, - exclude_types: Tuple[type, ...] = None + exclude_types: Optional[Tuple[type, ...]] = None ): """Collect all variables in this node and the children nodes. @@ -647,9 +647,9 @@ class FunAsObject(BrainPyObject): def __init__( self, target: Callable, - child_objs: Union[BrainPyObject, Sequence[BrainPyObject], Dict[dict, BrainPyObject]] = None, - dyn_vars: Union[Variable, Sequence[Variable], Dict[dict, Variable]] = None, - name: str = None + child_objs: Optional[Union[BrainPyObject, Sequence[BrainPyObject], Dict[dict, BrainPyObject]]] = None, + dyn_vars: Optional[Union[Variable, Sequence[Variable], Dict[dict, Variable]]] = None, + name: Optional[str] = None ): super(FunAsObject, self).__init__(name=name) self.target = target @@ -694,7 +694,7 @@ class ObjectTransform(BrainPyObject): """Object-oriented JAX transformation for BrainPy computation. """ - def __init__(self, name: str = None): + def __init__(self, name: Optional[str] = None): super().__init__(name=name) def __call__(self, *args, **kwargs): @@ -720,13 +720,13 @@ def __init__(self, seq=()): super().__init__() self.extend(seq) - def append(self, element) -> 'NodeList': + def append(self, element) -> 'NodeList': # type: ignore[override] # fluent API returns self by design # if not isinstance(element, BrainPyObject): # raise TypeError(f'element must be an instance of {BrainPyObject.__name__}.') super().append(element) return self - def extend(self, iterable) -> 'NodeList': + def extend(self, iterable) -> 'NodeList': # type: ignore[override] # fluent API returns self by design for element in iterable: self.append(element) return self @@ -750,7 +750,7 @@ def __init__(self, *args, check_unique: bool = False, **kwargs): self.check_unique = check_unique self.update(*args, **kwargs) - def update(self, *args, **kwargs) -> 'NodeDict': + def update(self, *args, **kwargs) -> 'NodeDict': # type: ignore[override] # fluent API returns self by design for arg in args: if isinstance(arg, dict): for k, v in arg.items(): @@ -762,7 +762,7 @@ def update(self, *args, **kwargs) -> 'NodeDict': self[k] = v return self - def __setitem__(self, key, value) -> 'NodeDict': + def __setitem__(self, key, value) -> 'NodeDict': # type: ignore[override] # fluent API returns self by design if self.check_unique: exist = self.get(key, None) if exist is not None and id(exist) != id(value): diff --git a/brainpy/math/object_transform/collectors.py b/brainpy/math/object_transform/collectors.py index 411e6f42b..a901bf2c6 100644 --- a/brainpy/math/object_transform/collectors.py +++ b/brainpy/math/object_transform/collectors.py @@ -104,7 +104,7 @@ def __sub__(self, other: Union[Dict, Sequence]): raise ValueError(f'Cannot remove {key}, because we do not find it ' f'in {self.keys()}.') elif isinstance(other, (list, tuple)): - id_to_keys = {} + id_to_keys: dict = {} for k, v in self.items(): id_ = id(v) if id_ not in id_to_keys: diff --git a/brainpy/math/object_transform/controls.py b/brainpy/math/object_transform/controls.py index 2fda05e16..dae05295c 100644 --- a/brainpy/math/object_transform/controls.py +++ b/brainpy/math/object_transform/controls.py @@ -173,7 +173,7 @@ def _make_branch(branch): def ifelse( - conditions: Union[bool, Sequence[bool]], + conditions: Union[bool, Sequence[Any]], branches: Sequence[Any], operands: Any = None, ): @@ -259,7 +259,7 @@ def make_callable(branch): if isinstance(conditions, (list, tuple)) and len(conditions) > 0: conditions = list(conditions) # Convert to mutually exclusive conditions for brainstate - exclusive_conditions = [] + exclusive_conditions: list = [] for i, cond in enumerate(conditions): if i == 0: exclusive_conditions.append(cond) diff --git a/brainpy/math/object_transform/function.py b/brainpy/math/object_transform/function.py index 46c5dc05b..9f0b92f5d 100644 --- a/brainpy/math/object_transform/function.py +++ b/brainpy/math/object_transform/function.py @@ -14,7 +14,7 @@ # limitations under the License. # ============================================================================== import warnings -from typing import Union, Sequence, Dict, Callable +from typing import Union, Sequence, Dict, Callable, Optional from .base import FunAsObject, BrainPyObject from .variables import Variable @@ -67,11 +67,15 @@ def __init__( self, fun: Callable, *args, - child_objs: Union[Callable, BrainPyObject, Sequence[BrainPyObject], Dict[str, BrainPyObject]] = None, - dyn_vars: Union[Variable, Sequence[Variable], Dict[str, Variable]] = None, + child_objs: Optional[Union[Callable, BrainPyObject, Sequence[BrainPyObject], Dict[str, BrainPyObject]]] = None, + dyn_vars: Optional[Union[Variable, Sequence[Variable], Dict[str, Variable]]] = None, **keywords ): - super().__init__(target=fun, child_objs=child_objs, dyn_vars=dyn_vars) + # ``child_objs`` here also permits ``Callable`` and ``Dict[str, ...]`` keys, + # which the base ``FunAsObject.__init__`` annotation does not spell out + # (its ``child_objs`` is typed ``Dict[dict, ...]``); the values are accepted + # unchanged at runtime. + super().__init__(target=fun, child_objs=child_objs, dyn_vars=dyn_vars) # type: ignore[arg-type] self.fun = fun self.args = args @@ -83,10 +87,10 @@ def __call__(self, *args, **keywords): def to_object( - f: Callable = None, - child_objs: Union[Callable, BrainPyObject, Sequence[BrainPyObject], Dict[str, BrainPyObject]] = None, - dyn_vars: Union[Variable, Sequence[Variable], Dict[str, Variable]] = None, - name: str = None + f: Optional[Callable] = None, + child_objs: Optional[Union[Callable, BrainPyObject, Sequence[BrainPyObject], Dict[str, BrainPyObject]]] = None, + dyn_vars: Optional[Union[Variable, Sequence[Variable], Dict[str, Variable]]] = None, + name: Optional[str] = None ): """Transform a Python function to :py:class:`~.BrainPyObject`. @@ -111,21 +115,24 @@ def to_object( if f is None: def wrap(func) -> FunAsObject: - return FunAsObject(target=func, child_objs=child_objs, dyn_vars=dyn_vars, name=name) + # base ``FunAsObject`` types ``child_objs``/``dyn_vars`` more narrowly + # (``Dict[dict, ...]`` and without ``Callable``); values are fine at runtime. + return FunAsObject(target=func, child_objs=child_objs, dyn_vars=dyn_vars, name=name) # type: ignore[arg-type] return wrap else: if child_objs is None: raise ValueError(f'"child_objs" cannot be None when "f" is provided.') - return FunAsObject(target=f, child_objs=child_objs, dyn_vars=dyn_vars, name=name) + # see note above: base annotation is narrower than the accepted runtime values. + return FunAsObject(target=f, child_objs=child_objs, dyn_vars=dyn_vars, name=name) # type: ignore[arg-type] def function( - f: Callable = None, - nodes: Union[Callable, BrainPyObject, Sequence[BrainPyObject], Dict[str, BrainPyObject]] = None, - dyn_vars: Union[Variable, Sequence[Variable], Dict[str, Variable]] = None, - name: str = None + f: Optional[Callable] = None, + nodes: Optional[Union[Callable, BrainPyObject, Sequence[BrainPyObject], Dict[str, BrainPyObject]]] = None, + dyn_vars: Optional[Union[Variable, Sequence[Variable], Dict[str, Variable]]] = None, + name: Optional[str] = None ): """Transform a Python function into a :py:class:`~.BrainPyObject`. diff --git a/brainpy/math/object_transform/jit.py b/brainpy/math/object_transform/jit.py index 800e115e6..e5c5f9c74 100644 --- a/brainpy/math/object_transform/jit.py +++ b/brainpy/math/object_transform/jit.py @@ -81,7 +81,7 @@ def jit( - func: Callable = Missing(), + func: Union[Callable, Missing] = Missing(), # original jax.jit parameters static_argnums: Union[int, Iterable[int], None] = None, @@ -158,11 +158,12 @@ def jit( ) +assert jit.__doc__ is not None jit.__doc__ = jit.__doc__.format(jit_par=_jit_par.strip()) def cls_jit( - func: Callable = Missing(), + func: Union[Callable, Missing] = Missing(), static_argnums: Union[int, Iterable[int], None] = None, static_argnames: Union[str, Iterable[str], None] = None, donate_argnums: Union[int, Sequence[int], None] = None, @@ -242,4 +243,5 @@ def _shift_positive(x): ) +assert cls_jit.__doc__ is not None cls_jit.__doc__ = cls_jit.__doc__.format(jit_pars=_jit_par) diff --git a/brainpy/math/object_transform/naming.py b/brainpy/math/object_transform/naming.py index ce5bc32e5..d29336b37 100644 --- a/brainpy/math/object_transform/naming.py +++ b/brainpy/math/object_transform/naming.py @@ -15,6 +15,7 @@ # ============================================================================== import warnings import weakref +from typing import Any, Dict from brainpy import _errors as errors @@ -31,8 +32,8 @@ # again. Keying on ``id(obj)`` was unsafe because CPython readily reuses # the integer id of a collected object for a brand-new one, which could # trigger spurious ``UniqueNameError`` (or mask a genuine collision). -_name2id = dict() # name -> weakref.ref(obj) -_typed_names = {} +_name2id: Dict[str, weakref.ref] = dict() # name -> weakref.ref(obj) +_typed_names: Dict[str, int] = {} def check_name_uniqueness(name, obj): @@ -82,7 +83,7 @@ def clear_name_cache(ignore_warn=True): warnings.warn(f'All named models and their ids are cleared.', UserWarning) -_fun2stack = dict() +_fun2stack: Dict[Any, Any] = dict() def cache_stack(func, stack): diff --git a/brainpy/math/object_transform/variables.py b/brainpy/math/object_transform/variables.py index 797c4e1f7..aa4b88f42 100644 --- a/brainpy/math/object_transform/variables.py +++ b/brainpy/math/object_transform/variables.py @@ -67,8 +67,8 @@ class Variable(brainstate.State, Array): def __init__( self, value_or_size: Any, - dtype: type = None, - batch_axis: int = None, + dtype: Optional[type] = None, + batch_axis: Optional[int] = None, *, axis_names: Optional[Sequence[str]] = None, ): @@ -103,6 +103,7 @@ def __init__( if axis_names is not None: if len(axis_names) + 1 == self.ndim: axis_names = list(axis_names) + assert self.batch_axis is not None axis_names.insert(self.batch_axis, BATCH_AXIS) assert len(axis_names) == self.ndim axis_names = tuple(axis_names) @@ -239,8 +240,8 @@ class TrainVar(Variable): def __init__( self, value_or_size: Any, - dtype: type = None, - batch_axis: int = None, + dtype: Optional[type] = None, + batch_axis: Optional[int] = None, *, axis_names: Optional[Sequence[str]] = None, ): @@ -260,8 +261,8 @@ class Parameter(Variable): def __init__( self, value_or_size: Any, - dtype: type = None, - batch_axis: int = None, + dtype: Optional[type] = None, + batch_axis: Optional[int] = None, *, axis_names: Optional[Sequence[str]] = None, ): @@ -382,18 +383,18 @@ def __init__(self, seq=()): super().__init__() self.extend(seq) - def append(self, element) -> 'VarList': + def append(self, element) -> 'VarList': # type: ignore[override] # fluent API returns self, not None if not isinstance(element, Variable): raise TypeError(f'element must be an instance of {Variable.__name__}.') super().append(element) return self - def extend(self, iterable) -> 'VarList': + def extend(self, iterable) -> 'VarList': # type: ignore[override] # fluent API returns self, not None for element in iterable: self.append(element) return self - def __setitem__(self, key, value) -> 'VarList': + def __setitem__(self, key, value) -> 'VarList': # type: ignore[override] # fluent API returns self, not None """Override the item setting. This function ensures that the Variable appended in the :py:class:`~.VarList` will not be overridden, @@ -445,7 +446,7 @@ def __init__(self, *args, **kwargs): super().__init__() self.update(*args, **kwargs) - def update(self, *args, **kwargs) -> 'VarDict': + def update(self, *args, **kwargs) -> 'VarDict': # type: ignore[override] # fluent API returns self, not None for arg in args: if isinstance(arg, dict): for k, v in arg.items(): @@ -457,7 +458,7 @@ def update(self, *args, **kwargs) -> 'VarDict': self[k] = v return self - def __setitem__(self, key, value) -> 'VarDict': + def __setitem__(self, key, value) -> 'VarDict': # type: ignore[override] # fluent API returns self, not None """Override the item setting. This function ensures that the Variable appended in the :py:class:`~.VarList` will not be overridden. diff --git a/brainpy/math/others.py b/brainpy/math/others.py index ffc09f959..b942d6370 100644 --- a/brainpy/math/others.py +++ b/brainpy/math/others.py @@ -66,7 +66,7 @@ def shared_args_over_time(num_step: Optional[int] = None, dt = get_dt() if dt is None else dt check.is_float(dt, 'dt', allow_none=False) if duration is None: - check.is_integer(num_step, 'num_step', allow_none=False) + check.is_integer(num_step, 'num_step', allow_none=False) # type: ignore[arg-type] # check.is_integer accepts None (allow_none) but is annotated `value: int` else: check.is_float(duration, 'duration', allow_none=False) num_step = int(duration / dt) @@ -134,7 +134,7 @@ def false_f(x): return jax.lax.select(jnp.abs(x) <= threshold, 1. + x / 2. + x * x / 6., (jnp.exp(x) - 1) / x) -def exprel(x, threshold: float = None): +def exprel(x, threshold: Optional[float] = None): """Relative error exponential, ``(exp(x) - 1)/x``. When ``x`` is near zero, ``exp(x)`` is near 1, so the numerical calculation of ``exp(x) - 1`` can @@ -166,14 +166,14 @@ def is_float_type(x: Union[Array, jax.Array]): def add_axis(x: Union[Array, jax.Array], new_position: int): - x = as_jax(x) - return jnp.expand_dims(x, new_position) + arr = as_jax(x) + return jnp.expand_dims(arr, new_position) def add_axes(x: Union[Array, jax.Array], n_axes, pos2len): - x = as_jax(x) + arr = as_jax(x) repeats = [1] * n_axes for axis_position, axis_length in pos2len.items(): - x = add_axis(x, axis_position) + arr = add_axis(arr, axis_position) repeats[axis_position] = axis_length - return jnp.tile(x, repeats) + return jnp.tile(arr, repeats) diff --git a/brainpy/math/sparse/coo_mv.py b/brainpy/math/sparse/coo_mv.py index a8e398e57..4f11e7723 100644 --- a/brainpy/math/sparse/coo_mv.py +++ b/brainpy/math/sparse/coo_mv.py @@ -77,7 +77,7 @@ def coomv( # The COO format was removed in brainevent 0.1.0; convert COO indices to # CSR before delegating to brainevent.CSR. - indptr, indices, order = brainevent.coo2csr(row, col, shape=shape) + indptr, indices, order = brainevent.coo2csr(row, col, shape=shape) # type: ignore[arg-type] # row/col converted to jax arrays above; brainevent's annotation omits bm.Array data = jnp.asarray(data) if data.ndim == 0: # scalar weight: broadcast to one entry per non-zero diff --git a/brainpy/mixin.py b/brainpy/mixin.py index 88de4229d..fdfc3c642 100644 --- a/brainpy/mixin.py +++ b/brainpy/mixin.py @@ -190,7 +190,7 @@ class BindCondData(brainstate.mixin.Mixin): ... return 0.0 """ # Attribute to store temporary conductance data - _conductance: Optional + _conductance: Optional[Any] def bind_cond(self, conductance): """ @@ -246,7 +246,7 @@ def get_data(self): class Container(MixIn): """Container :py:class:`~.MixIn` which wrap a group of objects. """ - children: dict() + children: dict def __getitem__(self, item): """Overwrite the slice access (`self['']`). """ @@ -516,7 +516,7 @@ class SupportOnline(MixIn): .. versionadded:: 2.4.5 """ - online_fit_by: Optional # methods for online fitting + online_fit_by: Optional[Any] # methods for online fitting def online_init(self, *args, **kwargs): raise NotImplementedError @@ -531,7 +531,7 @@ class SupportOffline(MixIn): .. versionadded:: 2.4.5 """ - offline_fit_by: Optional # methods for offline fitting + offline_fit_by: Optional[Any] # methods for offline fitting def offline_init(self, *args, **kwargs): pass diff --git a/brainpy/mixin_test.py b/brainpy/mixin_test.py index 7d5a3d666..d9fae643d 100644 --- a/brainpy/mixin_test.py +++ b/brainpy/mixin_test.py @@ -21,13 +21,15 @@ class TestParamDesc(unittest.TestCase): def test1(self): a = bp.dyn.Expon(1) - self.assertTrue(not isinstance(a, bp.mixin.ParamDescriber[bp.dyn.Expon])) - self.assertTrue(not isinstance(a, bp.mixin.ParamDescriber[bp.DynamicalSystem])) + # ParamDescriber uses a custom metaclass supporting runtime __class_getitem__/__instancecheck__ + self.assertTrue(not isinstance(a, bp.mixin.ParamDescriber[bp.dyn.Expon])) # type: ignore[misc] + self.assertTrue(not isinstance(a, bp.mixin.ParamDescriber[bp.DynamicalSystem])) # type: ignore[misc] def test2(self): a = bp.dyn.Expon.desc(1) - self.assertTrue(isinstance(a, bp.mixin.ParamDescriber[bp.dyn.Expon])) - self.assertTrue(isinstance(a, bp.mixin.ParamDescriber[bp.DynamicalSystem])) + # ParamDescriber uses a custom metaclass supporting runtime __class_getitem__/__instancecheck__ + self.assertTrue(isinstance(a, bp.mixin.ParamDescriber[bp.dyn.Expon])) # type: ignore[misc] + self.assertTrue(isinstance(a, bp.mixin.ParamDescriber[bp.DynamicalSystem])) # type: ignore[misc] class TestJointType(unittest.TestCase): @@ -40,8 +42,9 @@ def test1(self): def test2(self): T = bp.mixin.JointType[bp.DynamicalSystem, bp.mixin.ParamDesc] - self.assertTrue(not isinstance(bp.dyn.Expon(1), bp.mixin.ParamDescriber[T])) - self.assertTrue(isinstance(bp.dyn.Expon.desc(1), bp.mixin.ParamDescriber[T])) + # ParamDescriber uses a custom metaclass supporting runtime __class_getitem__/__instancecheck__ + self.assertTrue(not isinstance(bp.dyn.Expon(1), bp.mixin.ParamDescriber[T])) # type: ignore[misc] + self.assertTrue(isinstance(bp.dyn.Expon.desc(1), bp.mixin.ParamDescriber[T])) # type: ignore[misc] class TestDelayRegister(unittest.TestCase): diff --git a/brainpy/optim/optimizer.py b/brainpy/optim/optimizer.py index 25f9505f3..4a879e54d 100644 --- a/brainpy/optim/optimizer.py +++ b/brainpy/optim/optimizer.py @@ -58,13 +58,15 @@ class Optimizer(BrainPyObject): def __init__( self, lr: Union[float, Scheduler, bm.Variable], - train_vars: Union[Sequence[bm.Variable], Dict[str, bm.Variable]] = None, + train_vars: Optional[Union[Sequence[bm.Variable], Dict[str, bm.Variable]]] = None, name: Optional[str] = None ): super(Optimizer, self).__init__(name=name) self.lr: Scheduler = make_schedule(lr) self.vars_to_train = ArrayCollector() - self.register_train_vars(train_vars) + # __init__ declares train_vars with the wider legacy Union type; the concrete + # register_train_vars hooks validate/require a dict at runtime. + self.register_train_vars(train_vars) # type: ignore[arg-type] def register_vars(self, train_vars: Optional[Dict[str, bm.Variable]] = None): warnings.warn('Using "register_train_vars()" instead.', UserWarning) @@ -89,15 +91,18 @@ class CommonOpt(Optimizer): def __init__( self, lr: Union[float, Scheduler, bm.Variable], - train_vars: Union[Sequence[bm.Variable], Dict[str, bm.Variable]] = None, + train_vars: Optional[Union[Sequence[bm.Variable], Dict[str, bm.Variable]]] = None, weight_decay: Optional[float] = None, name: Optional[str] = None ): super(Optimizer, self).__init__(name=name) self.lr: Scheduler = make_schedule(lr) self.vars_to_train = ArrayCollector() - self.register_train_vars(train_vars) - self.weight_decay = check.is_float(weight_decay, min_bound=0., max_bound=1., allow_none=True) + # __init__ declares train_vars with the wider legacy Union type; the concrete + # register_train_vars hooks validate/require a dict at runtime. + self.register_train_vars(train_vars) # type: ignore[arg-type] + # is_float validates and permits None via allow_none=True, but its value param is typed float. + self.weight_decay = check.is_float(weight_decay, min_bound=0., max_bound=1., allow_none=True) # type: ignore[arg-type] class SGD(CommonOpt): @@ -122,7 +127,7 @@ class SGD(CommonOpt): def __init__( self, lr: Union[float, Scheduler, bm.Variable], - train_vars: Dict[str, bm.Variable] = None, + train_vars: Optional[Dict[str, bm.Variable]] = None, weight_decay: Optional[float] = None, name: Optional[str] = None ): @@ -185,7 +190,7 @@ class Momentum(CommonOpt): def __init__( self, lr: Union[float, Scheduler, bm.Variable], - train_vars: Dict[str, bm.Variable] = None, + train_vars: Optional[Dict[str, bm.Variable]] = None, momentum: float = 0.9, weight_decay: Optional[float] = None, name: Optional[str] = None @@ -251,7 +256,7 @@ class MomentumNesterov(CommonOpt): def __init__( self, lr: Union[float, Scheduler, bm.Variable], - train_vars: Dict[str, bm.Variable] = None, + train_vars: Optional[Dict[str, bm.Variable]] = None, weight_decay: Optional[float] = None, momentum: float = 0.9, name: Optional[str] = None @@ -325,7 +330,7 @@ class Adagrad(CommonOpt): def __init__( self, lr: Union[float, Scheduler, bm.Variable], - train_vars: Dict[str, bm.Variable] = None, + train_vars: Optional[Dict[str, bm.Variable]] = None, weight_decay: Optional[float] = None, epsilon: float = 1e-6, name: Optional[str] = None @@ -411,7 +416,7 @@ class Adadelta(CommonOpt): def __init__( self, lr: Union[float, Scheduler, bm.Variable] = 0.01, - train_vars: Dict[str, bm.Variable] = None, + train_vars: Optional[Dict[str, bm.Variable]] = None, weight_decay: Optional[float] = None, epsilon: float = 1e-6, rho: float = 0.95, @@ -493,7 +498,7 @@ class RMSProp(CommonOpt): def __init__( self, lr: Union[float, Scheduler, bm.Variable], - train_vars: Dict[str, bm.Variable] = None, + train_vars: Optional[Dict[str, bm.Variable]] = None, weight_decay: Optional[float] = None, epsilon: float = 1e-6, rho: float = 0.9, @@ -568,7 +573,7 @@ class Adam(CommonOpt): def __init__( self, lr: Union[float, bm.Variable, Scheduler], - train_vars: Dict[str, bm.Variable] = None, + train_vars: Optional[Dict[str, bm.Variable]] = None, beta1: float = 0.9, beta2: float = 0.999, eps: float = 1e-8, @@ -669,7 +674,7 @@ class LARS(CommonOpt): def __init__( self, lr: Union[float, Scheduler, bm.Variable], - train_vars: Dict[str, bm.Variable] = None, + train_vars: Optional[Dict[str, bm.Variable]] = None, momentum: float = 0.9, weight_decay: float = 1e-4, tc: float = 1e-3, @@ -763,7 +768,7 @@ class Adan(CommonOpt): def __init__( self, lr: Union[float, Scheduler, bm.Variable] = 1e-3, - train_vars: Dict[str, bm.Variable] = None, + train_vars: Optional[Dict[str, bm.Variable]] = None, betas: Tuple[float, float, float] = (0.02, 0.08, 0.01), eps: float = 1e-8, weight_decay: float = 0.02, @@ -944,7 +949,7 @@ class AdamW(CommonOpt): def __init__( self, lr: Union[float, Scheduler, bm.Variable], - train_vars: Dict[str, bm.Variable] = None, + train_vars: Optional[Dict[str, bm.Variable]] = None, beta1: float = 0.9, beta2: float = 0.999, eps: float = 1e-8, @@ -1076,7 +1081,7 @@ class SM3(CommonOpt): def __init__( self, lr: Union[float, Scheduler, bm.Variable], - train_vars: Dict[str, bm.Variable] = None, + train_vars: Optional[Dict[str, bm.Variable]] = None, beta: float = 0., momentum: float = 0., eps: float = 1e-30, diff --git a/brainpy/optim/scheduler.py b/brainpy/optim/scheduler.py index 99898beb9..c38b8afa1 100644 --- a/brainpy/optim/scheduler.py +++ b/brainpy/optim/scheduler.py @@ -14,7 +14,7 @@ # limitations under the License. # ============================================================================== import warnings -from typing import Sequence, Union +from typing import Sequence, Union, Optional import brainstate import jax @@ -344,7 +344,7 @@ def __init__(self, super(ExponentialLR, self).__init__(lr=lr, last_epoch=last_epoch) self.gamma = check.is_float(gamma, min_bound=0., max_bound=1.) - def __call__(self, i: int = None): + def __call__(self, i: Optional[int] = None): i = (self.last_epoch + 1) if i is None else i return self.lr * self.gamma ** i diff --git a/brainpy/runners.py b/brainpy/runners.py index 9418a20a3..b82642cb0 100644 --- a/brainpy/runners.py +++ b/brainpy/runners.py @@ -33,7 +33,7 @@ from brainpy.dynsys import DynamicalSystem from brainpy.helpers import clear_input from brainpy.running.runner import Runner -from brainpy.types import Output, Monitor +from brainpy.types import Output __all__ = [ 'DSRunner', @@ -399,14 +399,14 @@ def reset_state(self): def predict( self, - duration: float = None, + duration: Optional[float] = None, inputs: Any = None, reset_state: bool = False, eval_time: bool = False, - shared_args: Dict = None, + shared_args: Optional[Dict] = None, # deprecated - inputs_are_batching: bool = None, + inputs_are_batching: Optional[bool] = None, ) -> Union[Output, Tuple[float, Output]]: """Running a duration with the given target model. See `.predict()` function for more details. @@ -452,7 +452,7 @@ def predict( """ if inputs_are_batching is not None: - raise warnings.warn( + raise warnings.warn( # type: ignore[misc] # latent bug: warnings.warn returns None; preserved to avoid behavior change f''' `inputs_are_batching` is no longer supported. The target mode of {self.target.mode} has already indicated the input should be batching. @@ -536,7 +536,7 @@ def __call__(self, *args, **kwargs) -> Union[Output, Tuple[float, Output]]: """ return self.predict(*args, **kwargs) - def _predict(self, indices, *xs, shared_args=None) -> Union[Output, Monitor]: + def _predict(self, indices, *xs, shared_args=None) -> Tuple[Any, Any]: """Predict the output according to the inputs. Parameters diff --git a/brainpy/running/jax_multiprocessing.py b/brainpy/running/jax_multiprocessing.py index e134c917d..84a5cee71 100644 --- a/brainpy/running/jax_multiprocessing.py +++ b/brainpy/running/jax_multiprocessing.py @@ -13,10 +13,11 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Sequence, Dict, Union +from typing import Callable, Sequence, Dict, Union +import brainstate import numpy as np -from jax import vmap, pmap +from jax import vmap from jax.tree_util import tree_unflatten, tree_flatten import brainpy.math as bm @@ -29,7 +30,7 @@ def jax_vectorize_map( - func: callable, + func: Callable, arguments: Union[Dict[str, ArrayType], Sequence[ArrayType]], num_parallel: int, clear_buffer: bool = False @@ -96,7 +97,7 @@ def jax_vectorize_map( def jax_parallelize_map( - func: callable, + func: Callable, arguments: Union[Dict[str, ArrayType], Sequence[ArrayType]], num_parallel: int, clear_buffer: bool = False @@ -137,11 +138,22 @@ def jax_parallelize_map( res_tree = None results = None - # Build the pmapped function once and reuse it across all chunks. ``jax.pmap`` - # automatically re-traces for a chunk whose leading-axis size differs from the - # device count (e.g. a trailing partial chunk), so a single cached function is - # both correct and avoids redundant re-tracing of full chunks. - pmap_func = pmap(func) + # Use brainstate's state-aware ``pmap2`` rather than raw ``jax.pmap``. ``func`` + # typically builds a brainpy model *inside* the mapped call (e.g. a ``DSRunner`` + # around a freshly constructed neuron), whose initialisers write to brainstate + # ``State`` objects -- including the global random state during random weight/ + # variable init. ``jax.pmap`` compiles the body like ``jax.jit``, so those state + # writes raise ``TraceContextError`` ("tracer written into RandomState while no + # brainstate transformation is active"). ``pmap2`` replicates/splits/restores + # State (random states are split per device) so the same function runs cleanly. + # Like ``jax.pmap`` it re-traces for a trailing partial chunk whose leading-axis + # size is smaller than the device count, so caching it once is both correct and + # avoids redundant re-tracing of full chunks. + # + # NOTE: multi-device pmap cannot carry *ordered* side effects, so the mapped + # function must avoid ordered ``io_callback``s -- in practice, disable the + # ``DSRunner`` progress bar (``progress_bar=False``) inside ``func``. + pmap_func = brainstate.transform.pmap2(func) for i in range(0, num_pars[0], num_parallel): if isinstance(arguments, dict): r = pmap_func(**tree_unflatten(tree, [ele[i: i + num_parallel] for ele in elements])) diff --git a/brainpy/running/jax_multiprocessing_test.py b/brainpy/running/jax_multiprocessing_test.py index d7cbdcd13..019c71451 100644 --- a/brainpy/running/jax_multiprocessing_test.py +++ b/brainpy/running/jax_multiprocessing_test.py @@ -135,3 +135,51 @@ def test_parallelize_map_partial_chunk_multi_device(): pytest.skip('Could not configure 4 host devices for the pmap test.') pytest.fail(f'multi-device pmap run failed:\nSTDOUT:\n{proc.stdout}\nSTDERR:\n{proc.stderr}') assert 'OK' in proc.stdout + + +# Regression: ``jax_parallelize_map`` over a *stateful* mapped function across +# multiple devices. The function constructs a brainpy model inside the mapped call, +# whose random variable initialiser writes to a brainstate ``State`` (the global +# random state). With raw ``jax.pmap`` this raised ``TraceContextError`` ("tracer +# written into RandomState while no brainstate transformation is active"); routing +# through ``brainstate.transform.pmap2`` (state-aware) fixes it. ``progress_bar=False`` +# is required because multi-device pmap cannot carry ordered ``io_callback`` effects. +# Runs in a subprocess (host device count must be set before JAX initialises) and is +# skipped if extra host devices cannot be configured. +_STATEFUL_MULTI_DEVICE_SNIPPET = r""" +import numpy as np +import jax +assert jax.local_device_count() == 4, jax.local_device_count() +import brainpy as bp +import brainpy.math as bm +from brainpy.running.jax_multiprocessing import jax_parallelize_map + +def hh_spike_num(bg_current): + model = bp.neurons.HH(1) # random V-init writes to a State + runner = bp.DSRunner(model, monitors=['spike'], inputs=['input', bg_current], + numpy_mon_after_run=False, progress_bar=False) + runner.run(50.) + return runner.mon['spike'].sum() + +# 6 tasks, num_parallel == 4 devices -> a full chunk of 4 then a trailing partial +# chunk of 2 (sharded on a subset of devices). +r = np.asarray(jax_parallelize_map(hh_spike_num, [bm.linspace(1., 10., 6)], num_parallel=4)) +assert r.shape == (6,), r.shape +assert np.all(np.isfinite(r)), r +print('OK') +""" + + +def test_parallelize_map_stateful_model_multi_device(): + env = dict(os.environ) + env['XLA_FLAGS'] = (env.get('XLA_FLAGS', '') + ' --xla_force_host_platform_device_count=4').strip() + env.setdefault('JAX_PLATFORMS', 'cpu') + proc = subprocess.run( + [sys.executable, '-c', _STATEFUL_MULTI_DEVICE_SNIPPET], + env=env, capture_output=True, text=True, timeout=300, + ) + if proc.returncode != 0: + if 'AssertionError' in proc.stderr and 'local_device_count' in proc.stderr: + pytest.skip('Could not configure 4 host devices for the pmap test.') + pytest.fail(f'stateful multi-device pmap run failed:\nSTDOUT:\n{proc.stdout}\nSTDERR:\n{proc.stderr}') + assert 'OK' in proc.stdout diff --git a/brainpy/running/native_multiprocessing.py b/brainpy/running/native_multiprocessing.py index a9f2ffa63..25e02e8e5 100644 --- a/brainpy/running/native_multiprocessing.py +++ b/brainpy/running/native_multiprocessing.py @@ -14,7 +14,7 @@ # limitations under the License. # ============================================================================== import multiprocessing -from typing import Union, Sequence, Dict +from typing import Union, Sequence, Dict, Callable __all__ = [ 'process_pool', @@ -22,7 +22,7 @@ ] -def process_pool(func: callable, +def process_pool(func: Callable, all_params: Union[Sequence, Dict], num_process: int): """Run multiple models in multi-processes. @@ -49,7 +49,7 @@ def process_pool(func: callable, """ print('{} jobs total.'.format(len(all_params))) pool = multiprocessing.Pool(processes=num_process) - results = [] + results: list = [] for params in all_params: if isinstance(params, (list, tuple)): results.append(pool.apply_async(func, args=tuple(params))) @@ -62,7 +62,7 @@ def process_pool(func: callable, return [r.get() for r in results] -def process_pool_lock(func: callable, +def process_pool_lock(func: Callable, all_params: Union[Sequence, Dict], num_process: int): """Run multiple models in multi-processes with lock. @@ -106,7 +106,7 @@ def some_func(..., lock, ...): pool = multiprocessing.Pool(processes=num_process) m = multiprocessing.Manager() lock = m.Lock() - results = [] + results: list = [] for net_params in all_params: if isinstance(net_params, (list, tuple)): results.append(pool.apply_async(func, args=tuple(net_params) + (lock,))) diff --git a/brainpy/running/pathos_multiprocessing.py b/brainpy/running/pathos_multiprocessing.py index 8d55ffc4e..6d52c9f76 100644 --- a/brainpy/running/pathos_multiprocessing.py +++ b/brainpy/running/pathos_multiprocessing.py @@ -50,8 +50,8 @@ def _parallel( ordered: bool, function: Callable, arguments: Union[Sequence[Iterable], Dict[str, Iterable]], - num_process: Union[int, float] = None, - num_task: int = None, + num_process: Optional[Union[int, float]] = None, + num_task: Optional[int] = None, **tqdm_kwargs: Any ) -> Generator: """Perform a parallel map with a progress bar. diff --git a/brainpy/running/runner.py b/brainpy/running/runner.py index cb3ef118a..0d823964d 100644 --- a/brainpy/running/runner.py +++ b/brainpy/running/runner.py @@ -15,7 +15,7 @@ # ============================================================================== import types import warnings -from typing import Callable, Dict, Sequence, Union +from typing import Any, Callable, Dict, Optional, Sequence, Union import numpy as np @@ -80,11 +80,11 @@ class Runner(BrainPyObject): def __init__( self, target: BrainPyObject, - monitors: Union[Sequence, Dict] = None, - fun_monitors: Dict[str, Callable] = None, + monitors: Optional[Union[Sequence, Dict]] = None, + fun_monitors: Optional[Dict[str, Callable]] = None, jit: Union[bool, Dict[str, bool]] = True, progress_bar: bool = True, - dyn_vars: Union[bm.Variable, Sequence[bm.Variable], Dict[str, bm.Variable]] = None, + dyn_vars: Optional[Union[bm.Variable, Sequence[bm.Variable], Dict[str, bm.Variable]]] = None, numpy_mon_after_run: bool = True ): super().__init__() @@ -124,6 +124,7 @@ def __init__( else: raise MonitorError(f'We only supports a format of list/tuple/dict of ' f'"vars", while we got {type(monitors)}.') + assert isinstance(monitors, dict) self._monitors: dict = monitors # deprecated func_monitors @@ -140,7 +141,7 @@ def __init__( # progress bar assert isinstance(progress_bar, bool), 'Must be a boolean variable.' self.progress_bar = progress_bar - self._pbar = None + self._pbar: Any = None # dynamical changed variables self._dyn_vars = check.is_all_vars(dyn_vars, out_as='dict') diff --git a/brainpy/state/__init__.py b/brainpy/state/__init__.py index 407d5954f..85e698ddc 100644 --- a/brainpy/state/__init__.py +++ b/brainpy/state/__init__.py @@ -17,5 +17,5 @@ from brainpy_state import __all__ if __name__ == '__main__': - print(LIF) + print(LIF) # type: ignore[name-defined] # provided by `from brainpy_state import *` print(__all__) diff --git a/brainpy/train/back_propagation.py b/brainpy/train/back_propagation.py index 627e53f6e..78b768bd0 100644 --- a/brainpy/train/back_propagation.py +++ b/brainpy/train/back_propagation.py @@ -15,7 +15,7 @@ # ============================================================================== import time from collections.abc import Iterable -from typing import Union, Dict, Callable, Sequence, Optional +from typing import Union, Dict, Callable, Sequence, Optional, Any, Sized, cast import brainstate.environ import jax.numpy as jnp @@ -86,14 +86,14 @@ def __init__( self, target: DynamicalSystem, loss_fun: Union[str, Callable], # loss function - optimizer: optim.Optimizer = None, # optimizer + optimizer: Optional[optim.Optimizer] = None, # optimizer loss_has_aux: bool = False, # loss auxiliary loss_auto_run: bool = True, # loss auxiliary # ------------- # API deprecated - seed: int = None, # deprecated - shuffle_data: bool = None, # deprecated + seed: Optional[int] = None, # deprecated + shuffle_data: Optional[bool] = None, # deprecated **kwargs, ): @@ -145,10 +145,10 @@ def __init__( self.loss_auto_run = loss_auto_run # loss data - self._report_train_metrics = dict() - self._report_test_metrics = dict() - self._detailed_train_metrics = dict() - self._detailed_test_metrics = dict() + self._report_train_metrics: Dict[str, Any] = dict() + self._report_test_metrics: Dict[str, Any] = dict() + self._detailed_train_metrics: Dict[str, Any] = dict() + self._detailed_test_metrics: Dict[str, Any] = dict() # functions self._jit_step_func_grad = bm.jit(self._step_func_grad, static_argnums=(0,)) @@ -186,7 +186,7 @@ def train_losses(self): def test_losses(self): return self.get_hist_metric(phase='test') - def fit( + def fit( # type: ignore[override] # intentionally extends DSTrainer.fit with training-loop params self, train_data: Union[Callable, Iterable], test_data: Optional[Union[Callable, Iterable]] = None, @@ -198,7 +198,7 @@ def fit( # ------ # API deprecated - batch_size: int = None, + batch_size: Optional[int] = None, ): """Fit the target model according to the given training data. @@ -274,21 +274,23 @@ def fit( self.progress_bar = False # training the model - detailed_train_metric = dict() - report_train_metric = dict() - detailed_test_metric = dict() - report_test_metric = dict() - - fit_i, fit_t = 0, 0 - test_i, test_t = 0, 0 + detailed_train_metric: Dict[str, list] = dict() + report_train_metric: Dict[str, list] = dict() + detailed_test_metric: Dict[str, list] = dict() + report_test_metric: Dict[str, list] = dict() + + fit_i = 0 + fit_t: float = 0 + test_i = 0 + test_t: float = 0 for epoch_idx in range(num_epoch): # training set fit_t0 = time.time() - fit_epoch_metric = dict(loss=[]) + fit_epoch_metric: Dict[str, list] = dict(loss=[]) _training_data = train_data() if callable(train_data) else train_data if hasattr(_training_data, '__len__'): - bar = tqdm(total=len(_training_data)) + bar = tqdm(total=len(cast(Sized, _training_data))) else: bar = None @@ -364,10 +366,10 @@ def fit( # testing set if test_data is not None: test_t0 = time.time() - test_epoch_metric = dict(loss=[]) + test_epoch_metric: Dict[str, list] = dict(loss=[]) _testing_data = test_data() if callable(test_data) else test_data if hasattr(_testing_data, '__len__'): - bar = tqdm(total=len(_testing_data)) + bar = tqdm(total=len(cast(Sized, _testing_data))) else: bar = None for x, y in _testing_data: @@ -586,13 +588,13 @@ def _fun_predict(self, *inputs, shared_args=None): else: return self._step_func_predict(*inputs, shared_args=shared_args) - def predict( + def predict( # type: ignore[override] # BPTT.predict deliberately differs from DSRunner.predict's runner-style signature self, inputs: Union[ArrayType, Sequence[ArrayType], Dict[str, ArrayType]], reset_state: bool = True, - shared_args: Dict = None, + shared_args: Optional[Dict] = None, eval_time: bool = False - ) -> Output: + ) -> Any: """Predict a series of input data with the given target model. This function use the JIT compilation to accelerate the model simulation. @@ -632,7 +634,7 @@ def predict( self.mon[key] = [] # reshape the monitor items # prediction if not isinstance(inputs, (tuple, list)): - inputs = (inputs,) + inputs = (inputs,) # type: ignore[assignment] # normalize single input to a 1-tuple for *args unpacking if eval_time: t0 = time.time() outs, hists = self._fun_predict(*inputs, shared_args=shared_args) if eval_time: t1 = time.time() diff --git a/brainpy/train/base.py b/brainpy/train/base.py index b420da6af..f66f5c423 100644 --- a/brainpy/train/base.py +++ b/brainpy/train/base.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Dict, Sequence, Any, Optional +from typing import Dict, Sequence, Any, Optional, Tuple, Union import brainpy.math as bm from brainpy._errors import NoLongerSupportError @@ -73,13 +73,13 @@ def __init__( self.jit[c.PREDICT_PHASE] = self._origin_jit.get(c.PREDICT_PHASE, True) self.jit[c.FIT_PHASE] = self._origin_jit.get(c.FIT_PHASE, True) - def predict( + def predict( # type: ignore[override] # narrower signature than DSRunner.predict; runtime API intentionally differs self, inputs: Any, reset_state: bool = False, shared_args: Optional[Dict] = None, eval_time: bool = False - ) -> Output: + ) -> Union[Output, Tuple[float, Output]]: """Prediction function. Parameters @@ -112,6 +112,6 @@ def fit( self, train_data: Any, reset_state: bool = False, - shared_args: Dict = None - ) -> Output: # need to be implemented by subclass + shared_args: Optional[Dict] = None + ) -> Union[Output, Tuple[float, Output]]: # need to be implemented by subclass raise NotImplementedError('Must implement the fit function. ') diff --git a/brainpy/train/offline.py b/brainpy/train/offline.py index 945780151..3b7246baa 100644 --- a/brainpy/train/offline.py +++ b/brainpy/train/offline.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== -from typing import Dict, Sequence, Union, Callable, Any +from typing import Any, Callable, Dict, Optional, Sequence, Tuple, Union import brainstate.environ import jax @@ -65,10 +65,12 @@ class OfflineTrainer(DSTrainer): Other general parameters please see :py:class:`~.DSRunner`. """ + _pbar: Any # progress bar handle (None or tqdm); base ``Runner`` sets it to None + def __init__( self, target: DynamicalSystem, - fit_method: Union[OfflineAlgorithm, Callable, Dict, str] = None, + fit_method: Optional[Union[OfflineAlgorithm, Callable, Dict, str]] = None, **kwargs ): self._true_numpy_mon_after_run = kwargs.get('numpy_mon_after_run', True) @@ -88,7 +90,7 @@ def __init__( if fit_method is None: fit_method = RidgeRegression(alpha=1e-7) elif isinstance(fit_method, str): - fit_method = get(fit_method)() + fit_method = get(fit_method)() # type: ignore[call-arg] # get() is annotated to return an instance but actually returns the algorithm class elif isinstance(fit_method, dict): name = fit_method.pop('name') fit_method = get(name)(**fit_method) @@ -109,13 +111,13 @@ def __repr__(self): return (f'{name}(target={self.target}, \n\t' f'{prefix}fit_method={self.fit_method})') - def predict( + def predict( # type: ignore[override] # narrower signature than DSRunner.predict; runtime API intentionally differs self, inputs: Any, reset_state: bool = False, - shared_args: Dict = None, + shared_args: Optional[Dict] = None, eval_time: bool = False - ) -> Output: + ) -> Union[Output, Tuple[float, Output]]: """Prediction function. What's different from `predict()` function in :py:class:`~.DynamicalSystem` is that @@ -139,18 +141,18 @@ def predict( output : ArrayType The running output. """ - outs = super().predict(inputs=inputs, reset_state=reset_state, - eval_time=eval_time, shared_args=shared_args) + outs: Any = super().predict(inputs=inputs, reset_state=reset_state, + eval_time=eval_time, shared_args=shared_args) for node in self.train_nodes: node.fit_record.clear() return outs - def fit( + def fit( # type: ignore[override] # narrows train_data to a Sequence (X, Y) pair; base DSTrainer.fit types it as Any self, train_data: Sequence, reset_state: bool = False, - shared_args: Dict = None, - ) -> Output: + shared_args: Optional[Dict] = None, + ) -> Union[Output, Tuple[float, Output]]: """Fit the target model according to the given training and testing data. Parameters @@ -191,7 +193,7 @@ def fit( # prediction, get all needed data shared_args['fit'] = shared_args.get('fit', True) - outs = self.predict(inputs=xs, reset_state=reset_state, shared_args=shared_args) + outs: Any = self.predict(inputs=xs, reset_state=reset_state, shared_args=shared_args) # check target data ys = format_ys(self, ys) @@ -231,7 +233,7 @@ def fit( def _fun_train(self, monitor_data: Dict[str, ArrayType], target_data: Dict[str, ArrayType], - shared_args: Dict = None): + shared_args: Optional[Dict] = None): if shared_args is None: shared_args = dict() share.save(**shared_args) diff --git a/brainpy/train/online.py b/brainpy/train/online.py index d2c920225..75823d79f 100644 --- a/brainpy/train/online.py +++ b/brainpy/train/online.py @@ -14,7 +14,7 @@ # limitations under the License. # ============================================================================== import functools -from typing import Dict, Sequence, Union, Callable +from typing import Any, Dict, Optional, Sequence, Union, Callable import brainstate.environ import jax @@ -71,7 +71,7 @@ class OnlineTrainer(DSTrainer): def __init__( self, target: DynamicalSystem, - fit_method: Union[OnlineAlgorithm, Callable, Dict, str] = None, + fit_method: Optional[Union[OnlineAlgorithm, Callable, Dict, str]] = None, **kwargs ): super().__init__(target=target, **kwargs) @@ -107,7 +107,7 @@ def __init__( node.online_init() # training function - self._f_fit_compiled = dict() + self._f_fit_compiled: Dict = dict() def __repr__(self): name = self.__class__.__name__ @@ -117,13 +117,13 @@ def __repr__(self): f'{indent}jit={self.jit}, \n' f'{indent}fit_method={self.fit_method})') - def predict( + def predict( # type: ignore[override] # narrower signature than DSRunner.predict; runtime API intentionally differs self, inputs: Union[ArrayType, Sequence[ArrayType], Dict[str, ArrayType]], reset_state: bool = False, - shared_args: Dict = None, + shared_args: Optional[Dict] = None, eval_time: bool = False - ) -> Output: + ) -> Any: """Prediction function. What's different from `predict()` function in :py:class:`~.DynamicalSystem` is that @@ -147,10 +147,10 @@ def predict( output : ArrayType The running output. """ - outs = super().predict(inputs=inputs, - reset_state=reset_state, - shared_args=shared_args, - eval_time=eval_time) + outs: Any = super().predict(inputs=inputs, + reset_state=reset_state, + shared_args=shared_args, + eval_time=eval_time) for node in self.train_nodes: node.fit_record.clear() return outs @@ -159,8 +159,8 @@ def fit( self, train_data: Sequence, reset_state: bool = False, - shared_args: Dict = None, - ) -> Output: + shared_args: Optional[Dict] = None, + ) -> Any: with brainstate.environ.context(fit=True): if shared_args is None: shared_args = dict() shared_args['fit'] = shared_args.get('fit', True) @@ -225,7 +225,7 @@ def _fit(self, indices: ArrayType, xs: Sequence, ys: Dict[str, ArrayType], - shared_args: Dict = None): + shared_args: Optional[Dict] = None): """Predict the output according to the inputs. Parameters diff --git a/brainpy/transform.py b/brainpy/transform.py index 8c1885da8..66f6eb950 100644 --- a/brainpy/transform.py +++ b/brainpy/transform.py @@ -14,7 +14,7 @@ # limitations under the License. # ============================================================================== import functools -from typing import Union, Optional, Dict, Sequence +from typing import Any, Union, Optional, Dict, Sequence, Tuple, cast import jax import jax.numpy as jnp @@ -135,14 +135,14 @@ class LoopOverTime(DynamicalSystem): def __init__( self, target: DynamicalSystem, - out_vars: Union[bm.Variable, Sequence[bm.Variable], Dict[str, bm.Variable]] = None, + out_vars: Optional[Union[bm.Variable, Sequence[bm.Variable], Dict[str, bm.Variable]]] = None, no_state: bool = False, t0: Optional[float] = 0., i0: Optional[int] = 0, dt: Optional[float] = None, shared_arg: Optional[Dict] = None, data_first_axis: str = 'T', - name: str = None, + name: Optional[str] = None, jit: bool = True, remat: bool = False, # Deprecated parameter, kept for backward compatibility ): @@ -159,9 +159,9 @@ def __init__( ) assert data_first_axis in ['B', 'T'] - is_integer(i0, 'i0', allow_none=True) - is_float(t0, 't0', allow_none=True) - is_float(dt, 'dt', allow_none=True) + is_integer(cast(int, i0), 'i0', allow_none=True) + is_float(cast(float, t0), 't0', allow_none=True) + is_float(cast(float, dt), 'dt', allow_none=True) dt = share.dt if dt is None else dt if shared_arg is None: shared_arg = dict(dt=dt) @@ -257,7 +257,7 @@ def __call__( if self.data_first_axis == 'B': xs = [jnp.moveaxis(x, 0, 1) for x in xs] xs = jax.tree.unflatten(tree, xs) - origin_shape = (length[0], batch[0]) if self.data_first_axis == 'T' else (batch[0], length[0]) + origin_shape: Tuple[Any, ...] = (length[0], batch[0]) if self.data_first_axis == 'T' else (batch[0], length[0]) else: