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Commits on Oct 17, 2019

• Use graph as function in MLIR bridge, which eliminates _arg and _retval nodes.

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• Add a canonicalization pass at end of bridge pipeline

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• Prune TPUCompilationResult ops after TPU Rewrite pass

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Commits on Oct 16, 2019

• Correctly handle empty island in executor_to_control_dialect pass

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Commits on Oct 3, 2019

• Add resource op lifting pass to TF-TPU bridge.

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Commits on Oct 2, 2019

• Add resource op lifting pass.

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Commits on Oct 1, 2019

• Add experimental.enable_mlir_bridge to tf.config module

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Commits on Sep 30, 2019

• Update MLIR ODS to match TF OpRegistry at head.

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Commits on Sep 29, 2019

• Add ReadVariableOp, AssignVariableOp and AssignAddVariableOp to MLIR ODS.

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Commits on Sep 28, 2019

• Append a newline when dumping a Value.

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Commits on Sep 5, 2019

• Add missing pass header.

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Commits on Sep 4, 2019

• Add some utility functions that support TPUCompileMlirOp

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• Add a method that can convert a MLIR tensor type to a xla shape with given ShapeRepresentationFn.

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Commits on Sep 3, 2019

• Add ConvertTypeToTensorShape method.

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Commits on Sep 1, 2019

• Simplify return type of ConvertToTensorShapeProto

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Commits on Aug 31, 2019

• Fix a typo in ConvertToTensorShapeProto declaration.

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• Create a helper utility function that perform lowering from TF dialect to HLO dialect.

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Commits on Aug 23, 2019

• Recursively find all (possibly nested) SymbolRefAttr in TPU program rather than just first-layer ones.

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Commits on Aug 22, 2019

• Fix a Tpu -> TPU naming convention in function names.

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• Add a pass that lowers tf_device.launch_func to TPU runtime ops.

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Commits on Aug 21, 2019

• Append a more actionable error message when user passes non-variable type resources to XLA.

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Commits on Aug 20, 2019

• Remove space from constant folding pass name

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• Update cluster_formation pass to manage pass with smart pointer.

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Commits on Aug 13, 2019

• Use registered tf_device dialect ops instead of generic operation class methods.

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Commits on Aug 12, 2019

• Add cluster formation pass, which carves out instructions assigned to same device into clusters.

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Commits on Aug 11, 2019

• Add tf_device dialect that models TensorFlow's actions of launching computations on accelerator devices.

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Commits on Aug 8, 2019

• Add cluster outlining pass, which converts clusters into functions.

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Commits on Jul 20, 2019

• Lift outside compilation only arguments from functional If nodes.

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Commits on Jul 19, 2019

• disabling test internally

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Commits on Jul 17, 2019

• Refactor PostprocessLiftedArgs to facilitate adding support for functional If node.

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Commits on Jul 13, 2019

• Abstract logic of updating caller graph resource usage analysis based on called function analysis result into a separate helper. This is needed for supporting while/if nodes.

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Commits on Jul 10, 2019

• Refactor handling of various pass-through, resource source/user ops into helper functions for readability. [NFC]

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Commits on Jul 9, 2019

• Add function call support in resource op analysis

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Commits on Jul 2, 2019

• Add utility to analyze Stack/TensorArray resource operations to find operations that creates/operates on each individual resource in a graph.

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Commits on Jun 11, 2019

• Internal change

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