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Commits on Jul 8, 2020

• Correctly set the experimental_io_device when restoring variable from a checkpoint.

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Commits on Jun 29, 2020

• Replace usages of Tensorflow DistributionStrategy method experimental_run_v2 with run.

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Commits on Jun 26, 2020

• Add outside compilation tests with summaries w/ and w/o control flow.

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• Add example for TPUExtractOutsideCompilation pass.

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Commits on Jun 24, 2020

• Set host device for outside compilation LaunchOp.

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Commits on Jun 23, 2020

• Extract code to utils for setting device for outside compilation host computation.

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Commits on Jun 18, 2020

• Add more outside compilation tests including multiple clusters and more variety of inputs/outputs.

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• Change TPUExtractOutsideCompilation pass for a Module pass.

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• Add suggestion to use experimental_io_device when save/load can't find directory.

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Commits on Jun 17, 2020

• Add SaveOptions/CheckpointOptions to keras.Models.save_weights and keras_call_backs.ModelCheckpoint.

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Commits on Jun 15, 2020

• Add load option for loading SavedModel from specific io_device for distributed training.

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Commits on Jun 12, 2020

• Add tests for automatic outside compilation on TPUs with Keras models.

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Commits on Jun 10, 2020

• Internal change

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• Remove use_automatic_outside_compilation_pass argument.

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• Add tests for automatic outside compilation on TPUs with Keras models.

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Commits on Jun 4, 2020

• Create TPU outside compilation tests.

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Commits on May 29, 2020

• Handle output from OutsideCompiled parallel_execute regions.

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Commits on May 21, 2020

• Don't disable all TPU tests just the ones that fail.

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Commits on May 20, 2020

• Replace _TPUCompileMlir placeholder ops with correct compile op in parallel_execute regions.

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• Handle TPU inputs to OutsideCompiled parallel_execute regions.

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Commits on May 15, 2020

• Create _HostComputeMlir for use in TF MLIR.

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Commits on May 14, 2020

• Generate MLIR ops for TPU Host/Device communication for outside compilation.

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Commits on May 11, 2020

• Build _TPUCompileMlir and TPUCompileSucceededAssert ops outside of parallel_execute region.

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Commits on May 8, 2020

• Replace processing of `tf_device.launch` with `tf_device.cluster` in TPUExtractOutsideCompilation pass.

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Commits on Apr 30, 2020

• Add barebones TPUExtractHeadTailOutsideCompilation Pass.

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Commits on Apr 29, 2020

• In TPUExtractOutsideCompilation op, correctly return the outputs from TPU parallel_execute region.

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Commits on Apr 24, 2020

• Add partial ExtractOutsideCompilationPass for extracting CPU computation from TPU cluster.

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Commits on Apr 18, 2020

• Add an additional CreateBreakUpIslandsPass to GraphExportLoweringPasses.

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Commits on Mar 26, 2020

• Add tests for composite tensor input.

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Commits on Mar 24, 2020

• Fix tpu_strategy_tests on Cloud TPU.

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Commits on Mar 23, 2020

• Disable tests that are failing on Cloud TPU.

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• Add additional TPUStrategy tests for external variable and keras metric.

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• Add tests for TPUStrategy for compilation corner cases.

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Commits on Mar 20, 2020

• Use correct variable _device attribute in Keras optimizer_v2.

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Commits on Mar 18, 2020

• Apply name change(experimental_run_v2 -> run) for all callers in Tensorflow.

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