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Commits on May 14, 2020

• Update XNNPACK dependency

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  Maratyszcza

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• Return a meaningful error for dynamic shape inputs with outside compilation head extraction in TPUs.

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• Bump open source llvm revision to bfa200ebcf3706fde0dde335a3c1fa3fe1b3ba3f

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• Add Starlark rules to generate cubin headers.

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  akuegel

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• Go: Update generated wrapper functions for TensorFlow ops.

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• compat: Update forward compatibility horizon to 2020-05-14

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• Update GraphDef version to 401.

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• Integrate LLVM at llvm/llvm-project@bfa200ebcf37

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• Return a meaningful error for dynamic shape inputs with outside compilation head extraction in TPUs.

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  rxsang

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• Fix comment to reflect actual logic.

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  teijeong

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• Add IOS_BENCHMARK enum value to BenchmarkType

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  YoungSeok Yoon

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• Expose inference type in the mlir quantizer

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  liufengdb

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• Go: Update generated wrapper functions for TensorFlow ops.

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• Switch weights from per-value to per-input-item.

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• Change xtensa optimized softmax to use precomputed lookup table for quantized exponent calculation. Use new memory API for softmax.

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  Nat Jeffries

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• Cleanup setup.py

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  mihaimaruseac

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• Pin keras_preprocessing to 1.1.0

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• Internal change

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• Replace SameOperandsAndResultType by TFL_TCresVTEtIsSameAsOp to cover quantization types

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  abattery

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• optimize for int8 add.

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  renjie-liu

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• Update speech training notebook to use quantized inputs and outputs

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  petewarden

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• Go: Update generated wrapper functions for TensorFlow ops.

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• Legalize tflite CustomOp

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• Drop the dependency on ruy:detect_arm, which is becoming private.

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  bjacob

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• Optimize broadcast int8 max.

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  renjie-liu

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• Add the newly-added 'nnapi_allow_fp16' option to README.

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  multiverse-tf

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• support tpu strategy for crossing.

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  tanzhenyu

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• Switch weights from per-value to per-input-item.

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• Go: Update generated wrapper functions for TensorFlow ops.

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• Fix the functional model loading with nested sequential model.

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  qlzh727

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• [XLA:SPMD] Avoid designated initializer.

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  ukoxyz

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• Remove nanopb dependency as it should not be needed anymore (grpc version on master no longer needs it)

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  mihaimaruseac

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• Go: Update generated wrapper functions for TensorFlow ops.

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• Reuse existing util functions in ReplicateToIslandPass and add back a test for remapping results (NFC).

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  andyly

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• Merge pull request tensorflow#39444 from freedomtan:add_fp16_to_evaluation

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