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Commits on May 13, 2021

• Merge branch 'tensorflow:master' into master

  ashahab

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• Merge pull request #36364 from ashutosh1919:sparse_divide

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• [XLA] Support TopK rewriting when there are no indices/iota (e.g. due to DCE).

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• Merge pull request #48414 from tfeher:trt_profile_strategies

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• Merge pull request #49023 from yongtang:pcre-removal

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• [tf:tfrt] Annotate outlined compiled functions with operands constraints

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• allocate_persistent comment update in op_kernel.h

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• Implement constant folding for mhlo.Sign.

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• Added methods to get read/write images count inside arguments.

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  roserg

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• Update GraphDef version to 765.

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• compat: Update forward compatibility horizon to 2021-05-13

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• Add decorator to identify converter component and subcomponent

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  thaink

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• Fixes GitHub #29849

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• [SE] Properly propagate Status for more cuBLAS calls

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  cheshire

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• Open source tests for MLIR-based TFLite converter.

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• Update TFRT dependency to use revision

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• Enable xnnpack delegate by default for Web.

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• [SE] Support proper error returning from streams, use it when dispatching GEMMs

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  cheshire

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• Update SavedModelSignatureDefsToMlirImport to make it optionally lift variables during import or not.

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  karimnosseir

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• Add option to SavedModel importer to not lift variables.

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  karimnosseir

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• Add arithmetic count for addn/avg_pool/max_pool

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• Enable xnnpack delegate by default for Web.

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  multiverse-tf

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• Use std::dequeue (as opposed to std::vector) for FIFO scheduling, and let batch-op set `fifo_scheduling` to true.

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• [XLA/GPU][NFC] Replace lmhlo.alloc attribute with the arg number.

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  timshen91

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• Enable subgraph support in TFLM. Move subgraph logic into separate class.

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  Nat Jeffries

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• [XLA] Add HloInterface::RunOnChangedComputations which takes a pass run state object to prepare for making individual HLO passes smarter so that they can skip unchanged computations while running t…

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  cezheng

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• [SE] [NFC] Refactor DoBlasGemmStridedBatched implementation

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  cheshire

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• Update TFRT dependency to use revision

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• Internal change

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• [tf.data] Add todo for changing make_csv_dataset num_epochs default.

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• Set the default for mask_token for StringLookup and IntegerLookup to None

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  mattdangerw

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• [tf:tfrt] Annotate outlined compiled functions with operands constraints

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  cky9301

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• Allowlist one pylint error to fix sanity build

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  mihaimaruseac

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• Update TFRT dependency to use revision

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Commits on May 12, 2021

• Handle ResourceGather for embedding optimization.

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