27568a7ebed1a35f08ac0390f35b3de9b8dad0dd,fairseq/models/levenshtein_transformer.py,LevenshteinTransformerModel,initialize_output_tokens,#LevenshteinTransformerModel#Any#Any#,491

Before Change


        initial_output_tokens = torch.cat(
            [
                torch.zeros(src_tokens.size(0), 1).fill_(self.bos),
                torch.zeros(src_tokens.size(0), 1).fill_(self.eos),
            ],
            1,
        )

        initial_output_scores = torch.zeros_like(initial_output_tokens).to(
            encoder_out[0]
        )

        initial_attn = torch.empty([0])
        if getattr(self.decoder.layers[-1], "need_attn", True):
            initial_attn = torch.zeros([src_tokens.size(0), 2, src_tokens.size(1)]).to(

After Change


        initial_output_tokens[:, 0] = self.bos
        initial_output_tokens[:, 1] = self.eos

        initial_output_scores = initial_output_tokens.new_zeros(
            *initial_output_tokens.size()
        ).type_as(encoder_out.encoder_out)
        return DecoderOut(
            output_tokens=initial_output_tokens,
            output_scores=initial_output_scores,
            attn=None,
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 4

Instances


Project Name: pytorch/fairseq
Commit Name: 27568a7ebed1a35f08ac0390f35b3de9b8dad0dd
Time: 2019-11-13
Author: myleott@fb.com
File Name: fairseq/models/levenshtein_transformer.py
Class Name: LevenshteinTransformerModel
Method Name: initialize_output_tokens


Project Name: OpenNMT/OpenNMT-py
Commit Name: 3795eabbdc08e59fe43622a0e1bffe3916332f0f
Time: 2017-12-11
Author: dengyuntian@gmail.com
File Name: onmt/modules/ImageEncoder.py
Class Name: ImageEncoder
Method Name: forward