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-rw-r--r--src/CuTNetLib/cuBlockArray.cc138
1 files changed, 138 insertions, 0 deletions
diff --git a/src/CuTNetLib/cuBlockArray.cc b/src/CuTNetLib/cuBlockArray.cc
new file mode 100644
index 0000000..890a752
--- /dev/null
+++ b/src/CuTNetLib/cuBlockArray.cc
@@ -0,0 +1,138 @@
+
+
+#include "cuBlockArray.h"
+#include "cuNetwork.h"
+
+
+namespace TNet
+{
+
+ void
+ CuBlockArray::
+ PropagateFnc(const CuMatrix<BaseFloat>& X, CuMatrix<BaseFloat>& Y)
+ {
+ CuMatrix<BaseFloat> colsX;
+ CuMatrix<BaseFloat> colsY;
+
+ int X_src_ori=0, Y_tgt_ori=0;
+ for(int i=0; i<mNBlocks; i++) {
+ //copy column stripe from the input X
+ int colsX_cnt=mBlocks[i]->GetNInputs();
+ colsX.Init(X.Rows(),colsX_cnt);
+ colsX.CopyCols(colsX_cnt,X_src_ori,X,0);
+
+ //propagate through the block(network)
+ mBlocks[i]->Propagate(colsX,colsY);
+
+ //copy column stripe to the output Y
+ int colsY_cnt=mBlocks[i]->GetNOutputs();
+ Y.CopyCols(colsY_cnt,0,colsY,Y_tgt_ori);
+
+ //shift the origin coordinates
+ X_src_ori += colsX_cnt;
+ Y_tgt_ori += colsY_cnt;
+ }
+
+ assert(X_src_ori == X.Cols());
+ assert(Y_tgt_ori == Y.Cols());
+ }
+
+ /// @todo CuBlockArray::BackpropagateFnc not implemented
+ void
+ CuBlockArray::
+ BackpropagateFnc(const CuMatrix<BaseFloat>& X, CuMatrix<BaseFloat>& Y)
+ {
+ KALDI_ERR << "Unimplemented";
+ }
+
+ void
+ CuBlockArray::
+ Update()
+ {
+ KALDI_ERR << "Unimplemented";
+ }
+
+
+ void
+ CuBlockArray::
+ ReadFromStream(std::istream& rIn)
+ {
+ if(mBlocks.size() > 0) {
+ KALDI_ERR << "Cannot read block vector, "
+ << "aleady filled bt "
+ << mBlocks.size()
+ << "elements";
+ }
+
+ rIn >> std::ws >> mNBlocks;
+ if(mNBlocks < 1) {
+ KALDI_ERR << "Bad number of blocks:" << mNBlocks;
+ }
+
+ //read all the blocks
+ std::string tag;
+ int block_id;
+ for(int i=0; i<mNBlocks; i++) {
+ //read tag <block>
+ rIn >> std::ws >> tag;
+ //make it lowercase
+ std::transform(tag.begin(), tag.end(), tag.begin(), tolower);
+ //check
+ if(tag!="<block>") {
+ KALDI_ERR << "<block> keywotd expected";
+ }
+
+ //read block number
+ rIn >> std::ws >> block_id;
+ if(block_id != i+1) {
+ KALDI_ERR << "Expected block number:" << i+1
+ << " read block number: " << block_id;
+ }
+
+ //read the nnet
+ CuNetwork* p_nnet = new CuNetwork;
+ p_nnet->ReadNetwork(rIn);
+ if(p_nnet->Layers() == 0) {
+ KALDI_ERR << "Cannot read empty network to a block";
+ }
+
+ //add it to the vector
+ mBlocks.push_back(p_nnet);
+ }
+
+ //check the declared dimensionality
+ int sum_inputs=0, sum_outputs=0;
+ for(int i=0; i<mNBlocks; i++) {
+ sum_inputs += mBlocks[i]->GetNInputs();
+ sum_outputs += mBlocks[i]->GetNOutputs();
+ }
+ if(sum_inputs != GetNInputs()) {
+ KALDI_ERR << "Non-matching number of INPUTS! Declared:"
+ << GetNInputs()
+ << " summed from blocks"
+ << sum_inputs;
+ }
+ if(sum_outputs != GetNOutputs()) {
+ KALDI_ERR << "Non-matching number of OUTPUTS! Declared:"
+ << GetNOutputs()
+ << " summed from blocks"
+ << sum_outputs;
+ }
+ }
+
+
+ void
+ CuBlockArray::
+ WriteToStream(std::ostream& rOut)
+ {
+ rOut << " " << mBlocks.size() << " ";
+ for(int i=0; i<mBlocks.size(); i++) {
+ rOut << "<block> " << i+1 << "\n";
+ mBlocks[i]->WriteNetwork(rOut);
+ rOut << "<endblock>\n";
+ }
+ }
+
+
+} //namespace
+