16c8363e81d624d7a48900af8335ad263bed18a7,qanta/guesser/dan.py,DanModel,forward,#DanModel#,177

Before Change

            if self.bigram_field is not None:
                bigram_input = input_["bigram"]
                embed = self.bigram_embeddings(bigram_input)
                embed = embed.sum(1) / lengths["bigram"].float().view(bigram_input.size()[0], -1)
                embed = self.dropout(embed)
                embedding_list.append(embed)

            if self.trigram_field is not None:

After Change

            if self.bigram_field is not None:
                bigram_input = input_["bigram"]
                embed = self.bigram_embeddings(bigram_input)
                embed = self._pool(embed, lengths["bigram"].float, bigram_input.size()[0])
                embed = self.dropout(embed)
                embedding_list.append(embed)

            if self.trigram_field is not None:

Instances