Made embeddings not sparse

torch_modules/src/ConcatWordsNetwork.cpp

@@ -7,7 +7,7 @@ ConcatWordsNetworkImpl::ConcatWordsNetworkImpl(int nbOutputs, int leftBorder, in
   setRightBorder(rightBorder);
   setNbStackElements(nbStackElements);
 
-  wordEmbeddings = register_module("word_embeddings", torch::nn::Embedding(torch::nn::EmbeddingOptions(50000, embeddingsSize).sparse(true)));
+  wordEmbeddings = register_module("word_embeddings", torch::nn::Embedding(torch::nn::EmbeddingOptions(50000, embeddingsSize)));
   linear1 = register_module("linear1", torch::nn::Linear(getContextSize()*embeddingsSize, 500));
   linear2 = register_module("linear2", torch::nn::Linear(500, nbOutputs));
 }

torch_modules/src/OneWordNetwork.cpp

@@ -4,7 +4,7 @@ OneWordNetworkImpl::OneWordNetworkImpl(int nbOutputs, int focusedIndex)
 {
   constexpr int embeddingsSize = 30;
 
-  wordEmbeddings = register_module("word_embeddings", torch::nn::Embedding(torch::nn::EmbeddingOptions(200000, embeddingsSize).sparse(true)));
+  wordEmbeddings = register_module("word_embeddings", torch::nn::Embedding(torch::nn::EmbeddingOptions(200000, embeddingsSize)));
   linear = register_module("linear", torch::nn::Linear(embeddingsSize, nbOutputs));
 
   int leftBorder = 0;