Added UPOS to the context of RTLSTMNetwork

torch_modules/src/RTLSTMNetwork.cpp

@@ -2,12 +2,13 @@
 
 RTLSTMNetworkImpl::RTLSTMNetworkImpl(int nbOutputs, int leftBorder, int rightBorder, int nbStackElements)
 {
-  constexpr int embeddingsSize = 100;
+  constexpr int embeddingsSize = 30;
   constexpr int lstmOutputSize = 500;
   constexpr int hiddenSize = 500;
   setLeftBorder(leftBorder);
   setRightBorder(rightBorder);
   setNbStackElements(nbStackElements);
+  setColumns({"FORM", "UPOS"});
 
   wordEmbeddings = register_module("word_embeddings", torch::nn::Embedding(torch::nn::EmbeddingOptions(50000, embeddingsSize)));
   linear1 = register_module("linear1", torch::nn::Linear(lstmOutputSize, hiddenSize));