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Commits on Apr 9, 2021

• Fix use of uninitialized memory in BFCAllocator.

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  Justin Lebar

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• Enables constant propagation through nested while loops. New test added to def_function_xla_jit_test exposes multiple failure cases necessitating this set of patches.

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  brianwa84

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• op_version: Update highest op version if various op versions are used

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  terryheo

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• Add api documentation for `tf.io.serialize_tensor`.

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  pak-laura

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• Skip float ops used by NumericVerify op from QuantizationPass

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  teijeong

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• [XLA:SPMD] Fix and optimize halo exchange

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  ukoxyz

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Commits on Apr 8, 2021

• Add test cases for multiplication of complex/float number and tf numpy array.

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  JXRiver

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• Expose CheckpointInitialValue and CheckpointInitialValueCallable as tf.__internal__

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  mattdangerw

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• [XLA:SPMD] Fix pad masking again

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  ukoxyz

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• [XLA] Make preferred_element_type check less restrictive, allowing specification of types of potentially lower precision, with addition of a pass to insert convert to result for backends that don't…

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  cezheng

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• [tf.data] Allow each node to contain multiple parameters.

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  jayxiaojieshi

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• Merge pull request #48410 from lgeiger:support-quantize-dequant-v4

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• Fix formatting in padding documentation.

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• Introduce a new PJRT CPU backend based on TFRT (#1).

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  zhangqiaorjc

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• Extract helper function for identity node lookthrough.

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  jpienaar

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• Allow constants to propagate through while_loop even when explicitly in carried state.

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  brianwa84

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• Nightly upload smoke test internal change.

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  Amit Patankar

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• Fix formatting in padding documentation.

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  reedwm

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• TF API Fixit: Forking create_in_process_cluster to avoid private usage in Keras.

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  rchao

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• [XLA:GPU] Tag horizontal_loop_fusion_test with tf_cuda_tests_tag()

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  jurahul

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• [JAX] Trigger a garbage collection on the JIT dispatch path, but do so only if there are enough garbage objects.

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  hawkinsp

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• [tf.data] Improve SplitProvider class-level doc.

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  aaudiber

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• Merge pull request #48385 from Intel-tensorflow:yang/graph

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• Integrate LLVM at llvm/llvm-project@1b589172bd19

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  pifon2a

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• Merge pull request #47521 from brychcy:master

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• Improve tensorlist pass by:

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  haozha111

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• Merge pull request #46448 from zhuzilin:add-skipline

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• [TF:TRT] Avoid calling IExecutionContext::setDeviceMemory with nullptr when the

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  bixia1

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• Disable eigen kernels if MLIR_GENERATED_CPU_KERNELS_ENABLED.

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• Expose underlying devices of a ParallelDevice.

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  zhangyujing

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• Fix cut-and-paste errors in calls to ReleaseStringUTFChars.

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  fergushenderson

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• TFLiteConverter: Support QuantizeAndDequantizeV4

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• Upgrade to CUDA 11.2 and cuDNN 8.1 versions.

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  pkanwar23

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• [KERNEL_GEN][CPU] Add tf.floor and tf.ceil cpu kernels.

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• Use the standard lib ast.unparse instead of astunparse, available in Python 3.9+.

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  Dan Moldovan

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