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Commits on Apr 10, 2021

• [lite] Update Graph partitioning to handle control dependency.

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Commits on Apr 6, 2021

• [lite] Fix for signature def export in TFLiteConverter to handle cases when output was deduplicated and multiple outputs point to same output buffer/tensor.

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Commits on Apr 2, 2021

• - Move FakeSession test class in separate library to be able to share it across multiple tests.

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Commits on Mar 23, 2021

• Update Inference guide with a full example on using SignatureDefs for inference in python and Java.

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Commits on Mar 16, 2021

• Bug fix when the functions with Assign/Read doesn't have bound_input arguments.

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Commits on Feb 23, 2021

• [lite] Update Hexagon guide with new version of hexagon_nn_skel

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• [lite] Update Hexagon Delegate guide FAQ about disabling SELinux policy on rooted devices to run.

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• [lite] Add an option to enable canonicalization during the optimization pass.

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• [lite] Avoid wrong fusing of binary op with following Conv if it has an activation function.

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• [lite] Add link to the hexagon guide on tensorflow lite website to the readme

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Commits on Feb 22, 2021

• [lite] Update Hexagon Soc examples supported by Hexagon Delegate.

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Commits on Feb 21, 2021

• [lite] update comment name to match param name

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Commits on Feb 18, 2021

• [lite] Deprecate _custom_opdefs field in TfLiteConverter.

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Commits on Feb 16, 2021

• [lite] Refactor MlirToFlatBufferTranslateFunction and make options struct and pass as argument instead of multiple overloads with multiple arguments.

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Commits on Feb 11, 2021

• Add SaveSlices op to TF MLIR ops.

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Commits on Feb 7, 2021

• Internal change

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Commits on Feb 6, 2021

• [lite] Update saved model conversion to set the enable_tflite_variable in pass config based on flags.

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• [lite] Add field in toco flags to control enabling tflite variables.

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• [lite] Update tf_tfl_passes to run variable related passes post TF legalization.

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Commits on Feb 4, 2021

• [lite] Add DepthwiseConv2dNativeBackpropInput and DepthwiseConv2dNativeBackpropFilter to SELECT_TF allow list.

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Commits on Feb 3, 2021

• [lite] Add initialize variables pass in MLIR. Which initializes TF variables as TFL variables in session initialize function.

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• [lite] Add pass for removing unused function bounded inputs to variables, also remove unused globaltensors.

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• [lite] Add new pass in MLIR converter which legalize TF variable ops to TFLite equivalent and initialize them.

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Commits on Feb 2, 2021

• [lite] Remove unused code

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Commits on Jan 30, 2021

• [lite] Add new types for ReadVariable and AssignVariables ops in MLIR converter for TFLite.

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• [lite]

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• [lite]

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Commits on Jan 27, 2021

• Add option to allow mutable tensors (variables) in freeze global tensors pass.

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Commits on Jan 19, 2021

• [lite] Enhance the error message of converter failure for unsupported ops.

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Commits on Jan 15, 2021

• [lite] Fix for uninitialized memory in writer_lib_test

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Commits on Jan 13, 2021

• [lite] Add --saved_model_tag_set and --saved_model_signature_key to tflite_convert command line tool in 2.x API

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Commits on Jan 11, 2021

• [lite] Add new methods for get input/output tensors using signature input/output

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Commits on Jan 7, 2021

• [lite]

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Commits on Dec 28, 2020

• Add support for Rsqrt in Hexagon delegate.

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• Add SquaredDifference op in hexagon delegate. The op is not supported natively so we lower the op to Mul(Sub(a,b), Sub(a,b))

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