diff options
Diffstat (limited to 'tensorflow/python/ops/losses/losses_impl.py')
| -rw-r--r-- | tensorflow/python/ops/losses/losses_impl.py | 8 |
1 files changed, 5 insertions, 3 deletions
diff --git a/tensorflow/python/ops/losses/losses_impl.py b/tensorflow/python/ops/losses/losses_impl.py index 5222333d7e..ca408988dd 100644 --- a/tensorflow/python/ops/losses/losses_impl.py +++ b/tensorflow/python/ops/losses/losses_impl.py @@ -726,9 +726,11 @@ def softmax_cross_entropy( smooth_negatives = label_smoothing / num_classes onehot_labels = onehot_labels * smooth_positives + smooth_negatives - losses = nn.softmax_cross_entropy_with_logits(labels=onehot_labels, - logits=logits, - name="xentropy") + onehot_labels = array_ops.stop_gradient( + onehot_labels, name="labels_stop_gradient") + losses = nn.softmax_cross_entropy_with_logits_v2( + labels=onehot_labels, logits=logits, name="xentropy") + return compute_weighted_loss( losses, weights, scope, loss_collection, reduction=reduction) |