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1. Commits on Dec 23, 2022

   • #tf-data Add `ArrayRecordDataset` to be eligible for auto-sharding optimization.

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     wilsingosti

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   • Add FP8 support to the tf2xla bridge.

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     reedwm

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2. Commits on Dec 22, 2022

   • [PJRT:C] Check PJRT_Api struct_size to detect version incompatibilities.

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     skye

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   • [mhlo:hlo] Roundtrip dynamic_parameter_binding module attr

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     atondwal

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   • DTensorXlaSpmd [1/3] Fix Bug in Layout-to-Xla sharding.

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   • Update TFRT dependency to use revision

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   • Integrate LLVM at llvm/llvm-project@f09cf34d0062

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   • [xla:ffi] Add support for decoding dictionary attributes

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     ezhulenev

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   • [XLA] Fix a bug in space-to-batch conversion wherein we avoid propagating on really

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   • #tf-data Skip failing tests.

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     yangustc07

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   • [StableHLO to MHLO] Improve verification of AllGather

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   • #tf-data-service Simplify the SnapshotStreamWriter API.

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     yangustc07

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   • [2/2] Rename XlaCompilationCache to DeviceCompiler

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     swachhandl

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   • [xla:ffi] Add support for bool and string attributes decoding

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     ezhulenev

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   • [XLA:Python] Fix incorrect type annotation on compile().

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     hawkinsp

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   • [1/2] Rename XlaCompilationCache to DeviceCompiler and templatize it.

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     swachhandl

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   • [PJRT C API] Implement ExecutePortable in PjRtCApiClient.

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     Jieying Luo

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   • change the name of BufferStats to PeakUsageSnapshot, and other function name that is confusing. no functionality change.

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     trisolaran

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   • [XLA] Fix tuple simplifier for nested tuples.

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     Marcello Maggioni

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   • Fix flaky test.

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   • [XLA] Cleanup get-tuple-elements() with invalid input shapes (non-tuples) in conditional code motion.

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     Marcello Maggioni

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   • Simplify PjRtClient's construction

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   • Migrate resource variable.

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   • [mlir][tosa] Adds MHLO -> TOSA legalization for gather

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   • Support non-frozen variable quantization

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   • Remove usages of `deprecation_inst` in uses of `tf_export`.

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   • Implement PjRtDeviceCompilerClient.

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   • Merge pull request #58841 from trevor-m:tmorris-bf16-tensorarray

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   • Merge pull request #57578 from tensorflow:mohantym-core_ml_delegate

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   • Update TFRT dependency to use revision

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   • Integrate LLVM at llvm/llvm-project@2916b9918275

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   • Do not match softmax ops with large reduction dimensions.

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   • Update users of tensorflow/third_party/mkl to tsl/mkl in XLA.

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   • Rollback of PR #55394

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   • [XLA:GPU] [NFC] Carry shared_mem_bytes inside LaunchDimensions

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     cheshire

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