Solved by gaikin in post #2 
              
              
                Each item of input, like 1, will be changed to its embeddings. 1 means Embedding layer’s weight first row, like this: 
[image] 
You can get the embed layer weight by embedding.weight. 
Search word2vectors to learn more.