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Commits on Feb 12, 2022

• Remove deprecated TF1 Layer APIs `apply()`, `get_updates_for()`, `get_losses_for()`, and remove the `inputs` argument in the `add_loss()` method.

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  fchollet

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• Support reshaped mhlo.iota ops for argmin/argmax legalization

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• Switch to hasVerifier form as verifier form is deprecated

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  jpienaar

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Commits on Feb 11, 2022

• Only perform scalar check for a tensor shape if it's not empty.

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  Mirko Visontai

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• Update TFRT dependency to use revision

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• Integrate LLVM at llvm/llvm-project@9474c3009e80

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• Update TFRT dependency to use revision

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• Add DynamicEnqueueTPUEmbeddingArbitraryTensorBatch to TF dialect

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• Update TFRT dependency to use revision

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• [tfrt:jit] Capture ReturnValueConverter context by reference

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  ezhulenev

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• Fix access to dangling pointer, which can happen when GetTapeSet() is called

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• [tf][tfg] Fix gcc-5 compile error with initializer list

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• Add an accessor for device_set.

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  changhuilin

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• [tfrt:jit] Split cwise tiling into passes for linalg.generic and linalg.fill.

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  pifon2a

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• [XLA:SPMD] Fix a transpose sharding bug

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  Yuanzhong Xu

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• Remove control deps on tfrt_fallback_async.get_resource as it is non-side-effecting at inference-time

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  cky9301

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• [MHLO] Propagate broadcasts across dynamic_broadcast_in_dim

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  Frederik Gossen

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• Reland "Make InferReturnTypeComponentsForTFOp to be available for TFG"

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  ChiaHungDuan

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• Added api to use external shared buffer for intermediate tensors.

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  roserg

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• Fix MacOS build failure

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  jurahul

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• [tf.data] Fix memory leak in RewriteDataset.

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  shilpakrish2

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• [tf:jitrt] Add always_specialize flag to TF_JITRT_FLAGS

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  cota

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• Merge pull request #54192 from mrshu:mrshu-patch-1

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• Switch to hasVerifier for (NFC)

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  jpienaar

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• [tfg] Handle some non-strict calls too in const dedupe hoist

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  jpienaar

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• [MHLO] Reuse MHLO util's `GetI64ElementsAttr`

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  Frederik Gossen

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• [MLIR][KernelGen][JIT] Make JIT-compiled GPU kernels experimental

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  Frederik Gossen

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• [tf:tfrt] Add [1, 0, 2] case to transpose benchmarks

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  dcaballe

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• Support arith ops in FinalBufferize

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  tpopp

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• Update TFRT dependency to use revision

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• Remove references to preloadDialects

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  tpopp

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• Fold mhlo.scatter based on the index value alone and the static shape of the operand

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  joker-eph

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• Update TFRT dependency to use revision

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• Remove the `SameOperandAndResultType` trait for ZerosLike op.

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  haozha111

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• Add a folder when a mhlo.scatter is a trivial full overwrite of the input

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  joker-eph

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