you have a constant sequence length. In NMT, you usually have variable length sentences and you want to normalize by the sentence length right?
Either ways, I’m not an expert here 
size_average has been the default in Torch, and continues to be in PyTorch, maybe i can have a note in the basic tutorial about this.
Thanks for the feedback.