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Commits on Oct 24, 2018

• Adds an additional (whitelisted) attribute `func_name` for `defun_with_attributes` to have an user given name for the Function in the graph.

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  shivaniag

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Commits on Oct 23, 2018

• Fixes broken tape behavior after recent change to functions.

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  alextp

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Commits on Oct 22, 2018

• Fixing issue with None gradients in tfe.defun.

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  alextp

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Commits on Oct 19, 2018

• Split up function.py into multiple files.

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  skye

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• Support returning Operations from cond_v2.

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  skye

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Commits on Oct 18, 2018

• Allow registering concrete functions directly, rather than through PolymorphicFunction.

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  allenlavoie

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Commits on Oct 17, 2018

• Give graph functions input placeholder names based on the Python function

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  allenlavoie

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• Stop creating unnecessary tensor_specs, and use caching IsTensor check.

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  Akshay Modi

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• set_use_resource back to default value in defun to unbreak existing test cases around variable_scope.

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  shivaniag

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Commits on Oct 16, 2018

• This CL changes the defun descriptor to create a separate polymorphic function for each instance.

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• Moves some examples from tfe.defun to tfe.function.

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  alextp

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Commits on Oct 15, 2018

• Add a flag for controlling the features that are applied at conversion. Turn control dependencies and lists off for defun.

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  Dan Moldovan

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Commits on Oct 13, 2018

• Switches defun gradients to output None for unconnected gradients instead of 0.0.

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Commits on Oct 12, 2018

• This CL switches the custom-registered-gradient of nested Functions from using the C++ SymGrad to the correct forward & backward passes. This allows gradients of defuns nested > 2 levels deep to wo…

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• Have cond_v2 and while_v2 use LazyLoader to resolve circular dependencies.

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  skye

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• Correctly check for while loops in AutomaticControlDependencies.

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  skye

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Commits on Oct 11, 2018

• Rely on call op placement for the default device inside a graph function

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  allenlavoie

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Commits on Oct 10, 2018

• First draft of tf.compat.v1.wrap_function.

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  alextp

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• Use the conversion options object throughout the process (including during the deferred runtime conversions), and remove its arg_types field.

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  Dan Moldovan

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• Pass rewriter config into PartitionedCallOp and run the grappler optimization pass

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  Akshay Modi

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Commits on Oct 9, 2018

• Make defun work under distributed strategies.

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  iganichev

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Commits on Oct 8, 2018

• Ignore args and kwargs for defun's get_concrete_fn if `PolymorphicFunction` was created

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  shivaniag

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• Partial support tfe.defun in tf.gradients.

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  alextp

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• Allow TensorSpec objects as arguments to defun's get_concrete_function

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  allenlavoie

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Commits on Oct 6, 2018

• Add the plumbing for an autograph flag to defun. Disabled and experimental for now.

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  Dan Moldovan

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Commits on Oct 5, 2018

• Orders non-resource-affecting stateful ops in defuns.

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  alextp

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Commits on Oct 4, 2018

• Avoid creating control edges on not-this-graph.

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  alextp

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Commits on Oct 3, 2018

• Some tiny speed improvements for defun.

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  Akshay Modi

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  c26b5e9

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• Automated rollback of commit b7e9cbab27c893283acc4a6154d7a59dffb23758

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  mrry

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• Use `defun` instead of `Defun` for `tf.data`, except for `make_one_shot_iterator` which is to be deprecated in future.

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  shivaniag

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Commits on Oct 1, 2018

• Drop external control dependencies in tfe.defun.

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  alextp

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• Minor speed improvements to defun.

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  Akshay Modi

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  tensorflower-gardener

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  ec900f1

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• Add new attributes for the defun forward/backward functions.

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  qlzh727

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Commits on Sep 27, 2018

• Update function registration with both inference function and forward/backward function pair.

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  qlzh727

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Commits on Sep 24, 2018

• PolymorphicFunction cache key is changed to use the init graph instead of the default graph in the scope.

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  k-w-w

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