ce0662b713c72a9cf8ee16b0ebbef067eaff3d3b,cloud_tpu/models/inception/inception_v3.py,,inception_model_fn,#Any#Any#Any#Any#,398

Before Change

  one_hot_labels = tf.one_hot(labels, FLAGS.num_classes, dtype=tf.int32)

  if "AuxLogits" in end_points:
    aux_loss = tf.losses.softmax_cross_entropy(
        onehot_labels=one_hot_labels,
        logits=end_points["AuxLogits"],
        weights=0.4,
        label_smoothing=0.1,
        scope="aux_loss")

  prediction_loss = tf.losses.softmax_cross_entropy(
      onehot_labels=one_hot_labels,
      logits=logits,

After Change

  one_hot_labels = tf.one_hot(labels, FLAGS.num_classes, dtype=tf.int32)

  if "AuxLogits" in end_points:
    tf.losses.softmax_cross_entropy(
        onehot_labels=one_hot_labels,
        logits=end_points["AuxLogits"],
        weights=0.4,
        label_smoothing=0.1,
        scope="aux_loss")

  tf.losses.softmax_cross_entropy(
      onehot_labels=one_hot_labels,
      logits=logits,

Instances