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Commits on May 15, 2017

• Fix use of incorrect OpDef from another graph's function library in Graph::CopyNode().

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• Mark flaky test as flaky.

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• Automated g4 rollback of changelist 155305963

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Commits on May 12, 2017

• [TF:XLA] Update LLVM to upstream release r302782.

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• Reenable test.

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Commits on May 11, 2017

• [TF:XLA] Add function compilation cache.

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• [TF:XLA] Make the function library a constructor-time option to XlaCompiler, rather than a CompileFunction()/CompileGraph()-time option.

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• [TF:XLA] Add XLA implementation of ResourceApplyAdam.

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• Add a mechanism for ControlFlowContexts to notify outer contexts of nodes added in an inner context.

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• [TF:XLA] Split options that pertain to an individual call to XlaCompiler::CompileGraph() or XlaCompiler::CompileFunction() out of XlaCompiler::Options into a separate XlaCompiler::CompileOptions.

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Commits on May 10, 2017

• Remove unnecessary copies of value parameters.

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Commits on May 6, 2017

• Fix bug when inlining function calls inside a control-flow construct.

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Commits on May 5, 2017

• [TF:XLA] Update LLVM revision to SVN revision r302214.

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Commits on May 4, 2017

• Automated rollback of change 155092161

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• Don't repeatedly serialize the function library in MasterSession.

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• Change Unique op to use gtl::FlatMap instead of std::unordered_map<>.

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Commits on Apr 28, 2017

• [TF:XLA:GPU] Guard the contents of the :xla_gpu_jit target with an if_cuda() check. The XLA GPU JIT can only be used if the Tensorflow GPU device exists, which requires that we compile with CUDA.

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• [TF:XLA] Improve constant folding. Supply a null partition_device so the constant folder will constant-fold DT_INT32 operators.

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Commits on Apr 27, 2017

• [TF:XLA] Remove temporary registrations for control flow operators on XLA_ devices.

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• Clean up constant-folder API. No functional changes.

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• Change Tensorflow constant_folding_test.cc to use the C++ graph building API instead of deprecated testlib API. Cleanup to test code only, no functional changes.

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Commits on Apr 25, 2017

• Split graph_to_functiondef into its own library.

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Commits on Apr 20, 2017

• [XLA] Change types of InfeedRequest and OutfeedRequest configuration fields to "bytes" instead of "string".

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Commits on Apr 19, 2017

• [TF:XLA] Make IsConstant conservatively consider While loops as non-constant.

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• [TF:XLA] Avoid expanding large constants during compilation. Recognize constants that consist of a repeated scalar, and generate an XLA Broadcast of a scalar instead.

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• [TF:XLA:CPU] Clamp inputs to sigmoid function to [-18, 18] to avoid generating NaNs.

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Commits on Apr 12, 2017

• Add helper method XlaDevice::GetMetadata for retrieving the XlaDevice metadata from an operator.

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Commits on Apr 11, 2017

• [XLA:CPU] VLOG(1) the target CPU and its feature in SimpleOrcJIT's constructor.

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Commits on Apr 10, 2017

• [TF:XLA] Don't clear the device name on nodes in graph_to_functiondef.cc.

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Commits on Apr 7, 2017

• [TF:XLA] Increase shard count of //third_party/tensorflow/compiler/tests:spacetobatch_test to reduce flakiness when built under ASAN.

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Commits on Apr 6, 2017

• [TF:XLA] Implement BatchToSpace, BatchToSpaceND, SpaceToBatch, SpaceToBatchND.

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Commits on Apr 5, 2017

• [TF:XLA] Add a test for an R3 -> R4 broadcast.

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Commits on Apr 4, 2017

• [TF:XLA] Failures from ComputationBuilder::IsConstant() and ComputationBuilder::ComputeConstant() should not be persistent.

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Commits on Mar 31, 2017

• [TF:XLA] Add a VLOG() to log the operators registered by the XlaOpRegistry.

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• Make the error message issued by ReadVariableOp when attempting to read an uninitialized variable more user-friendly.

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