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able to build kernels as shared object file(dll),and minor changes to lstm.cpp and utils.cpp to overcome minor msvc build errors

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perseusdg
2021-01-21 00:22:15 +04:00
parent b8855b9599
commit 56feb54377
7 changed files with 49 additions and 8 deletions
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src/LSTM.cpp
+9 -4
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@@ -87,17 +87,22 @@ LSTM::LSTM( Network *net, int hiddensize, bool returnSeq, std::string fname_weig
checkCUDNN(cudnnCreateRNNDescriptor(&rnnDesc));
#if CUDNN_MAJOR > 7
checkCUDNN(cudnnSetRNNDescriptor_v6(net->cudnnHandle,
checkCUDNN(cudnnSetRNNDescriptor_v6(net->cudnnHandle,rnnDesc, stateSize, numLayers, dropoutDesc,
cudnnRNNInputMode_t::CUDNN_LINEAR_INPUT,
//(bidirectional ? cudnnDirectionMode_t::CUDNN_BIDIRECTIONAL : cudnnDirectionMode_t::CUDNN_UNIDIRECTIONAL),
cudnnDirectionMode_t::CUDNN_UNIDIRECTIONAL,
cudnnRNNMode_t::CUDNN_LSTM,
cudnnRNNAlgo_t::CUDNN_RNN_ALGO_STANDARD,
net->dataType));
#else
checkCUDNN(cudnnSetRNNDescriptor(net->cudnnHandle,
#endif
rnnDesc, stateSize, numLayers, dropoutDesc,
checkCUDNN(cudnnSetRNNDescriptor(net->cudnnHandle,rnnDesc, stateSize, numLayers, dropoutDesc,
cudnnRNNInputMode_t::CUDNN_LINEAR_INPUT,
//(bidirectional ? cudnnDirectionMode_t::CUDNN_BIDIRECTIONAL : cudnnDirectionMode_t::CUDNN_UNIDIRECTIONAL),
cudnnDirectionMode_t::CUDNN_UNIDIRECTIONAL,
cudnnRNNMode_t::CUDNN_LSTM,
cudnnRNNAlgo_t::CUDNN_RNN_ALGO_STANDARD,
net->dataType));
#endif
// Get temp space sizes