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Commits on Sep 4, 2017

• Add an argument `stop_gradients` to `tf.gradients` in order to hold specific tensors constant wrt `xs`.

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Commits on Aug 28, 2017

• Fix device for ResourceVariables, and add tape.watch on reading them.

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Commits on Jul 11, 2017

• Merge changes from github.

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  caisq

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Commits on Jun 27, 2017

• Merge changes from github.

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Commits on May 11, 2017

• Merge changes from github.

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  benoitsteiner

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Commits on Mar 31, 2017

• This is to address a long standing issue (probably from day 1 of TensorFlow) with gradients. When we have programs like this:

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  yuanbyu

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Commits on Mar 13, 2017

• [TF:XLA] Add separate_compiled_gradients to control gradient scopes.

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Commits on Mar 8, 2017

• Add tf.spectral, a module for spectral operations.

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  rryan

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Commits on Feb 17, 2017

• Change gradients to be computed with respect to variable ref rather than

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Commits on Feb 13, 2017

• Backprop through resource handles.

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  alextp

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Commits on Feb 11, 2017

• Add _XlaScope attribute to jit_scope to avoid fusing separate adjacent fused blocks.

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  ebrevdo

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Commits on Jan 30, 2017

• tf.gradients respects jit compiled forward ops and compiles their gradients.

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  ebrevdo

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Commits on Jan 24, 2017

• Disallow gradients of complex tensors unless grad_ys is set

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  girving

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• Merge changes from github.

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Commits on Jan 11, 2017

• Switch tf.concat_v2 references in third_party/tensorflow to tf.concat.

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Commits on Dec 30, 2016

• Deal with the case where _SwitchGrad() is not called the first time for a while loop (i.e. non-differentiable outputs)

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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 16, 2016

• Replace array_ops.unpack with array_ops.unstack in third_party/tensorflow.

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Commits on Dec 15, 2016

• Switch array_ops.pack/unpack to array_ops.stack/unstack. Also switch a few remaining references to tf.pack/unpack to tf.stack/unstack.

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Commits on Dec 7, 2016

• Switch all tf.concat(concat_dim, value, name) calls in third_party/tensorflow to tf.concat_v2(value, axis, name).

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Commits on Nov 19, 2016

• Automated rollback of change 139400135

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  Jonathan Hseu

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Commits on Nov 17, 2016

• Rename `Tensor` to `Output` in all Python docs

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  Jonathan Hseu

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Commits on Nov 7, 2016

• Better error message for "No gradients provided for any variable" case.

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Commits on Nov 4, 2016

• Merge changes from github.

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  Vijay Vasudevan

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Commits on Nov 3, 2016

• Seal gradients interface.

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  Patrick Nguyen

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