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[Tools] MlResponse: assure equality of number of checked features to that in the .onnx file #16424

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[Tools] MlResponse: assure equality of number of checked features to that in the .onnx file #16424

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5 changes: 5 additions & 0 deletions Tools/ML/MlResponse.h
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Original file line number Diff line number Diff line change
Expand Up @@ -151,8 +151,13 @@ class MlResponse
void init(bool enableOptimizations = false, int threads = 0)
{
uint8_t counterModel{0};
const int numCachedIndices = static_cast<int>(mCachedIndices.size());
for (const auto& path : mPaths) {
mModels[counterModel].initModel(path, enableOptimizations, threads);
const int numInputNodes = mModels[counterModel].getNumInputNodes();
if (numInputNodes != numCachedIndices) {
LOG(fatal) << "Number of input nodes in the model " << path << " is different from the number of input features indices (" << numInputNodes << " vs " << numCachedIndices << ")";
}
++counterModel;
}
}
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