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Commits on Apr 17, 2020

• use the int8 type for inference input and output

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• [NFC] Provide synchronous versions of CopyDeviceTensorToCPU and CopyCPUTensorToDevice

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  cheshire

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• [FunctionLibraryRuntime] Optimize single-component "multi-device" function dispatch.

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  mrry

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• Update ops-related pbtxt files.

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• [TF2XLA] Do not promote autoclustering on compilation failure

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  cheshire

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• Nit: In C++, you need to call the constructor to start a lifetime of an object, or else it is undefined behavior (even though in practice, with many compilers you can simply static_cast raw memory …

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  lrdxgm

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• [Executor] Avoid unnecessary calls to InlinedVector::clear() and resize().

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  mrry

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• Improve the error message if a non-hashable Python object that is not supported by tf.nest (such as a set) is passed to a tf.function.

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  edloper

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• In multi_worker_training_state.py, check model's attr CKPT_SAVED_EPOCH exists before deleting it to fix AttributeError. The AttributeError could happen if the program had a failure before the model…

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  rchao

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• Rollback of changelist 306921449 to resubmit PR tensorflow#38095.

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  bixia1

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• Merge pull request tensorflow#38580 from Intel-tensorflow:fix_conv_ops_test

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• Merge pull request tensorflow#38577 from tensorflow:rthadur-patch-1

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• Merge pull request tensorflow#38499 from ashutosh1919:logs_callback_methods

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• Merge pull request tensorflow#38439 from AdamHillier:permit-custom-prepro-params

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• Fix orientation of layer RandomFlip.

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  fchollet

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• Merge pull request tensorflow#38584 from Intel-tensorflow:chuanqiw/remove_py3_container_flag

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• Use ruy's newly curated default set of paths.

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  bjacob

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• Dispatch to Ruy for FC hybrid based on benchmark data

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  Akshay Modi

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• Fix build breakage by adding statusor to deps

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  Akshay Modi

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• Internal change

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  sun51

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• Support Gather op in MlirHloBuilder

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  smit-hinsu

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• [XLA] Fix async copy ordering / outstanding async copy limit accounting.

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  berkinilbeyi

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• Update stale.yml

  rthadur

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• Go: Update generated wrapper functions for TensorFlow ops.

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• Dispatch to Ruy for FC hybrid based on benchmark data

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  talumbau

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• Fix evaluation tooling issues with the MessageLite proto change. Also rectify documentation accordingly.

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  Sachin Joglekar

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• Merge pull request tensorflow#38484 from xutianming:fix_reduce_op_ut

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• [Graph] Avoid copying the NodeDef where possible in Node::UpdateProperties().

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  mrry

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• [XLA] Fix test timeouts due to asan, msan, tsan

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  majnemer

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• Define __call__ instead of call in example tf.Module

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• Support DotGeneral op in MlirHloBuilder

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  smit-hinsu

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• Add overload to check for device memory access semantics, akin to

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• Tweak error message on failure to export from MLIR to XLA: the language used "lowering" which usually refers to TF->HLO.

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  joker-eph

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• Go: Update generated wrapper functions for TensorFlow ops.

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• Fix bug in test_concrete_function_backprop test in load_test.py.

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  edloper

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