24357bb63d8338158ddb7fefaf35ca4bd7064f31,train.py,,train_epoch,#Any#Any#Any#Any#Any#,39

Before Change


        optimizer.update_learning_rate()

        // note keeping
        n_words = gold.data.ne(Constants.PAD).sum().item()
        n_total_words += n_words
        n_total_correct += n_correct
        total_loss += loss.item()

After Change


        // note keeping
        total_loss += loss.item()

        msk_non_pad = gold.ne(Constants.PAD)
        n_word = msk_non_pad.sum().item()
        n_word_total += n_word
        n_word_correct += n_correct

    loss_per_word = total_loss/n_word_total
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 4

Non-data size: 7

Instances


Project Name: jadore801120/attention-is-all-you-need-pytorch
Commit Name: 24357bb63d8338158ddb7fefaf35ca4bd7064f31
Time: 2018-08-22
Author: yhhuang@nlg.csie.ntu.edu.tw
File Name: train.py
Class Name:
Method Name: train_epoch


Project Name: jadore801120/attention-is-all-you-need-pytorch
Commit Name: 24357bb63d8338158ddb7fefaf35ca4bd7064f31
Time: 2018-08-22
Author: yhhuang@nlg.csie.ntu.edu.tw
File Name: train.py
Class Name:
Method Name: eval_epoch


Project Name: elbayadm/attn2d
Commit Name: 718677ebb044e27aaf1a30640c2f7ab6b8fa8509
Time: 2019-09-18
Author: namangoyal@learnfair0893.h2.fair
File Name: fairseq/criterions/masked_lm.py
Class Name: MaskedLmLoss
Method Name: forward