e9086f5d37f5f46b8327bf022c7b0c70d42460d1,magenta/models/shared/events_rnn_graph.py,,build_graph,#Any#Any#Any#,56

Before Change


      if hparams.skip_first_n_losses:
        logits = tf.reshape(logits_flat, [hparams.batch_size, -1, num_classes])
        logits = logits[:, hparams.skip_first_n_losses:, :]
        logits_flat = tf.reshape(logits, [-1, num_classes])
        labels = labels[:, hparams.skip_first_n_losses:]

      labels_flat = tf.reshape(labels, [-1])
      mask_flat = tf.reshape(tf.sequence_mask(lengths, dtype=tf.float32), [-1])

After Change


      mask = tf.sequence_mask(lengths)
      if hparams.skip_first_n_losses:
        skip = tf.minimum(lengths, hparams.skip_first_n_losses)
        skip_mask = tf.sequence_mask(skip, maxlen=tf.reduce_max(lengths))
        mask = tf.logical_and(mask, tf.logical_not(skip_mask))
      mask = tf.cast(mask, tf.float32)
      mask_flat = tf.reshape(mask, [-1])

      num_logits = tf.to_float(tf.reduce_sum(lengths))
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 4

Non-data size: 4

Instances


Project Name: tensorflow/magenta
Commit Name: e9086f5d37f5f46b8327bf022c7b0c70d42460d1
Time: 2017-03-23
Author: earnest.marshi@gmail.com
File Name: magenta/models/shared/events_rnn_graph.py
Class Name:
Method Name: build_graph


Project Name: dpressel/mead-baseline
Commit Name: 9b72ec0d4963412e9790b06d22f051a9723af33c
Time: 2019-02-24
Author: blester125@users.noreply.github.com
File Name: python/baseline/pytorch/crf.py
Class Name:
Method Name: viterbi


Project Name: dpressel/mead-baseline
Commit Name: 3218a3987ef9f83d1ad5efd6f96d6f6c741c3cfa
Time: 2019-09-27
Author: dpressel@gmail.com
File Name: python/eight_mile/pytorch/layers.py
Class Name:
Method Name: viterbi


Project Name: dpressel/mead-baseline
Commit Name: 509453992838a524f6442d4e0f07a034390ae1f7
Time: 2020-02-13
Author: dpressel@gmail.com
File Name: layers/eight_mile/tf/layers.py
Class Name: BiLSTMEncoderAll1
Method Name: call