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Commits on Nov 14, 2020

• Call "Reserve" method in `ConvertXXXElementsAttr` functions which slightly improve the efficiency.

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  jingpu

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• Add auto-generated TensorFlow op definitions

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  smit-hinsu

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• Disable the xla compiling in the mnist example

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  liufengdb

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• Use DynamicStitch op lowering to HLO for ParallelDynamicStitch op as well

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  smit-hinsu

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• Migrate the remote config toolchains from tensorflow to the toolchains repo.

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  Amit Patankar

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• Merge pull request #44860 from advaitjain:flatbuffer-download

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• Add reshape op verification code before reordering consecutive broadcast_to op

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  abattery

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• Update Eigen to:

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• Add the latency of the bottleneck iterator.

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  Jiho Choi

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• Remove TraceMeRecorder::Event::activity_id

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• Added Create method that supports runtime weights for ConvolutionTransposed.

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Commits on Nov 13, 2020

• [XLA/GPU] Add LLVM IR FileCheck tests for nested reduce.

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  timshen91

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• Internal code test cleanup.

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• Merge pull request #44619 from foss-for-synopsys-dwc-arc-processors:arc_mli_evaltensor_porting_fc

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• Use Eigen::half/Eigen::bfloat16 instead of APFloat when converting to/from DenseElementsAttr

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  River707

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• Some internal change

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  wangpengmit

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• [tf.data] Modify the optimization `autotune_buffer_sizes` so that it will inject autotuned PrefetchDatasets after non-prefetched asynchronous datasets. The optimization will also rewrite those exis…

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• [XLA/GPU] Roll-forward previous CL that migrates Copy emitters to take LMHLO.

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  timshen91

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• Remove `CHECK` from private `RecomputeNumElements`.

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• Support tf.Modules in keras.Sequential.

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• create downloads directory.

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• Disables //third_party/tensorflow/python:control_flow_ops_test on CUDA_ASAN because of flaky failures.

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  wangpengmit

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• Move flatbuffers downloading into its own stand-alone script.

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• SparseTensor: when deserializing from component tensors, propagate the static dense_shape from the typespec.

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• Fork composite_tensor_utils.append_composite_tensor into Keras so that Keras does not need to depend on the internal TF method. Facilitates splitting Keras into its own repository.

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  Tomer Kaftan

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• Implements `AbstractTensor::Shape(PartialTensorShape*)`.

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  saxenasaurabh

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• Enable fallback legalization for Erfinv and Ndtri ops

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  smit-hinsu

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• Enable fallback legalization for MaxPoolGradGrad and MaxPool3DGradGrad ops

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  smit-hinsu

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• Enable fallback legalization for XlaSetDynamicDimensionSize op

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  smit-hinsu

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• Update LLVM BUILD

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  d0k

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• Move WhereOp kernel to the common directory tf2xla/kernels

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  smit-hinsu

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• Update tf.WhileRegion is_stateless attribute to be an explicit attribute.

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  andyly

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• Update tensorboard nightly dependency to 2.5.x.

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• TF Empty lowering to constant and broadcast.

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  rsuderman

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• Integrate LLVM at llvm/llvm-project@c30ab6c2a307

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  tpopp

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