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Commits on Apr 17, 2020

• Support Gather op in MlirHloBuilder

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• Support DotGeneral op in MlirHloBuilder

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• Enable MLIR bridge for already supported ops in xla_ops_test.py

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• RFC: Create separate lib for attribute converters from XLA to MLIR

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• Add auto generated TensorFlow ops XlaBroadcastHelperOp, XlaConv, XlaDot, XlaDynamicSliceOp, XlaGatherOp, XlaKeyValueSortOp, XlaPadOp, XlaReduceOp, XlaReplicaIdOp and XlaSelfAdjointEigOp

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• NFC: Store whitelisted ops for tf2xla legalization pass in a set

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• Enable binary TensorFlow ops in "xla-legalize-tf-with-tf2xla" pass

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• Support Transpose op in MlirHloBuilder

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Commits on Apr 15, 2020

• Remove incorrect handling of PrimitiveType::F16 in CreateDenseElementsAttrFromLiteral

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• Enable unary TensorFlow ops in "xla-legalize-tf-with-tf2xla" pass

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Commits on Apr 13, 2020

• Run "xla-legalize-tf-with-tf2xla" pass after native MLIR legalization pass

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• Fix unranked type handling crash in xla-legalize-tf-with-tf2xla pass

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• Add an option to enable MLIR bridge for tf_xla_py_test rule

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Commits on Apr 11, 2020

• Split out compare op handling from XlaBuilder::BinaryOpNoBroadcast

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Commits on Apr 9, 2020

• Handle complex types in HLO import and export

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• Update opcodes for sin, cos, neg, pow, conv and exp hlo ops to match xla opcodes

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• Add "xla-legalize-tf-with-tf2xla" pass to XLA compilation pass pipeline

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Commits on Apr 7, 2020

• Directly register compilation kernels in "xla-legalize-tf-with-tf2xla" pass

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Commits on Mar 27, 2020

• Add script to randomize model weights

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Commits on Mar 23, 2020

• Auto-generate all unary and binary TensorFlow ops supported by tf2xla bridge

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• Roll forward change to run use MLIR based TensorFlow compiler in XLA on demand compiler

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• Update tf_generated_ops.td to remove some of the manual changes

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• Use JIT device for option in xla-legalize-tf-with-tf2xla pass

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• Explicitly register dialects required in compilation pipelines

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• Replace ASSERT_TRUE with TF_ASSERT_OK in compile_mlir_util_test for better error messages

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Commits on Mar 19, 2020

• Use MLIR based TensorFlow compiler in XLA on demand compiler if mlir bridge is enabled

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Commits on Mar 18, 2020

• Override ConstantLiteral method in MlirHloBuilder

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• Mark XlaBuilder ConstantLiteral method virtual

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Commits on Mar 17, 2020

• Reuse CreateDenseElementsAttrFromLiteral util function in HLO importer

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• Add auto generated TensorFlow op Inv

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• Change HLO op names to match XLA op code names

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Commits on Mar 16, 2020

• Remove unnecessary ":tf_dialect_passes" dependency from compile_mlir_util

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• Support non tuple arguments in MLIR to HLO compilation helper function

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Commits on Mar 13, 2020

• Move Graph creation from NodeDef logic to XlaCompilationCache from XlaCompiler

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Commits on Mar 12, 2020

• Explicitly convert StringRef to string_view

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