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Commits on Oct 4, 2017

• Several minor documentation fixes.

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Commits on Sep 13, 2017

• Discard some unneccessary logging commands.

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Commits on Aug 25, 2017

• Adds assertions to loss functions to clarify error messages.

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Commits on Aug 14, 2017

• Check that weights are part of the correct graph in `hinge_loss`.

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Commits on Aug 7, 2017

• BUILD dependency cleanups.

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Commits on Aug 5, 2017

• BUILD cleanup

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Commits on Jun 21, 2017

• Use more efficient squared_difference

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Commits on May 26, 2017

• Fix documentation on weights of tf.losses.softmax_cross_entropy.

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Commits on May 23, 2017

• Fix `python/ops/losses/util.py` docstrings.

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Commits on May 17, 2017

• Checks the ndims of weights before indexing in the sparse_softmax_cross_entropy

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  Jianwei Xie

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Commits on May 2, 2017

• Fix losses documentation.

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Commits on Apr 28, 2017

• Fix losses.get_regularization_losses documentation to avoid implying losses are Variables.

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Commits on Apr 20, 2017

• Add unreduced NONE, and reduced MEAN options for losses.

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Commits on Apr 17, 2017

• Add Huber Loss to tf.losses

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Commits on Apr 11, 2017

• Add option to return loss as batch sum, or divided by number of non-zero weights.

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Commits on Feb 24, 2017

• Fix the open source test.

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  Jianwei Xie

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Commits on Feb 23, 2017

• Return `0.0` if `get_regularization_loss` is called with no losses defined.

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Commits on Feb 22, 2017

• Add convenience function to get total regularization loss.

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Commits on Jan 19, 2017

• Change weight broadcasting for losses.sparse_softmax_cross_entropy to be the same as sparse_softmax_cross_entropy_with_logits. This means allowing greater than rank 2 inputs.

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Commits on Jan 17, 2017

• Restrict weights rank to be the same as the broadcast target, to avoid ambiguity on broadcast rules.

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Commits on Jan 12, 2017

• Losses should support scalar logits/labels.

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Commits on Jan 5, 2017

• Change arg order for {softmax,sparse_softmax,sigmoid}_cross_entropy_with_logits to be (labels, predictions), and force use of named args to avoid accidents.

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  martinwicke

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Commits on Jan 4, 2017

• Fix a bug in sparse_softmax_cross_entropy for weights of unspecified shape.

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Commits on Jan 3, 2017

• Handle non-tensor args for predictions and labels.

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Commits on Dec 29, 2016

• Remove superfluous Python deps

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Commits on Dec 28, 2016

• Seal tf.losses.

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  Patrick Nguyen

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Commits on Dec 22, 2016

• Merge changes from github.

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  Jonathan Hseu

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Commits on Dec 20, 2016

• Rename usages of tf.mul, tf.neg, tf.sub that are used internally

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  aselle

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Commits on Dec 15, 2016

• Remove hourglass imports from kernel_tests

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  jart

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Commits on Dec 13, 2016

• Add unit tests for compute_weighted_loss.

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Commits on Dec 7, 2016

• Remove uses of math_ops.select and replace with array_ops.where

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  aselle

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Commits on Dec 2, 2016

• Moves tf.contrib.losses into core, with changes.

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