luci::CircleOptimizer::Options Struct Reference

#include <CircleOptimizer.h>

Public Types
enum	Algorithm {   FuseAddToFullyConnectedBias , FuseAddWithConv , FuseAddWithFullyConnected , FuseAddWithTConv ,   FuseBatchNormWithConv , FuseBatchNormWithDwConv , FuseBatchNormWithTConv , FuseMulToFullyConnectedWeights ,   FuseSliceWithTConv , FuseBCQ , FuseHorizontalFullyConnected , FuseInstanceNorm ,   FuseMeanWithMean , FuseMulWithConv , FuseMulWithDiv , FuseMulWithFullyConnected ,   FuseMulWithRmsNorm , FuseTransposeWithMean , ResolveCustomOpAdd , ResolveCustomOpBatchMatMul ,   ResolveCustomOpMatMul , ResolveCustomOpMaxPoolWithArgmax , ResolveCustomOpSplitV , ResolveFormerCustomOp ,   FoldAddV2 , FoldCast , FoldDensify , FoldDepthwiseConv2D ,   FoldFullyConnected , FoldDequantize , FoldGather , FoldMul ,   FoldReshape , FoldShape , FoldSparseToDense , FoldSqueeze ,   ForwardReshapeToUnaryOp , ForwardTransposeOp , SparsifyTensorPass , FusePreActivationBatchNorm ,   MakeBatchNormGammaPositive , FuseActivationFunction , FusePRelu , FuseGelu ,   FuseRsqrt , FuseRmsNorm , FuseRoPE , ShuffleWeightTo16x1Float32 ,   RemoveRedundantTranspose , ReplaceMulAddWithDepthwiseConv , ReplaceNonConstFCWithBatchMatMul , ReplaceSubWithAdd ,   ReplaceWithFCGeluFC , SubstituteExpandDimsToReshape , SubstitutePackToReshape , SubstitutePadV2ToPad ,   SubstituteSplitVToSplit , SubstituteSqueezeToReshape , ExpandBroadcastConst , ConvertNCHWToNHWC ,   CommonSubExpressionElimination , RemoveUnnecessaryAdd , RemoveUnnecessaryCast , RemoveUnnecessaryDiv ,   RemoveUnnecessaryMul , RemoveUnnecessarySlice , RemoveUnnecessaryStridedSlice , RemoveUnnecessarySplit ,   RemoveUnnecessaryReshape , RemoveUnnecessaryTranspose , TransformMinMaxToRelu6Pass , TransformMinReluToRelu6Pass ,   TransformSqrtDivToRsqrtMul , DecomposeHardSwishPass , DecomposeSoftmaxPass , SubstituteStridedSliceToReshape ,   SubstituteTransposeToReshape , RemoveRedundantQuantize , RemoveRedundantReshape , RemoveFakeQuant ,   RemoveQDQForMixedPrecisionOp , RemoveQuantDequantSeq , RemoveDuplicateConst , UnrollUnidirSeqLSTM ,   XpSepActFromTransposeConv , RemoveGatherGuard }
enum	AlgorithmParameters {   Sparsify_tensor_name , Sparsify_traversal_order , Sparsify_format , Sparsify_block_size ,   Sparsify_block_map , NCHW_to_NHWC_input_shape , NCHW_to_NHWC_output_shape }

Public Member Functions
virtual	~Options ()=default
virtual void	enable (Algorithm)=0
virtual bool	query (Algorithm)=0
virtual void	param (AlgorithmParameters, const std::string &)=0
virtual const std::string	param (AlgorithmParameters) const =0

Detailed Description

Definition at line 33 of file CircleOptimizer.h.

Member Enumeration Documentation

Algorithm

enum luci::CircleOptimizer::Options::Algorithm

Enumerator
FuseAddToFullyConnectedBias
FuseAddWithConv
FuseAddWithFullyConnected
FuseAddWithTConv
FuseBatchNormWithConv
FuseBatchNormWithDwConv
FuseBatchNormWithTConv
FuseMulToFullyConnectedWeights
FuseSliceWithTConv
FuseBCQ
FuseHorizontalFullyConnected
FuseInstanceNorm
FuseMeanWithMean
FuseMulWithConv
FuseMulWithDiv
FuseMulWithFullyConnected
FuseMulWithRmsNorm
FuseTransposeWithMean
ResolveCustomOpAdd
ResolveCustomOpBatchMatMul
ResolveCustomOpMatMul
ResolveCustomOpMaxPoolWithArgmax
ResolveCustomOpSplitV
ResolveFormerCustomOp
FoldAddV2
FoldCast
FoldDensify
FoldDepthwiseConv2D
FoldFullyConnected
FoldDequantize
FoldGather
FoldMul
FoldReshape
FoldShape
FoldSparseToDense
FoldSqueeze
ForwardReshapeToUnaryOp
ForwardTransposeOp
SparsifyTensorPass
FusePreActivationBatchNorm
MakeBatchNormGammaPositive
FuseActivationFunction
FusePRelu
FuseGelu
FuseRsqrt
FuseRmsNorm
FuseRoPE
ShuffleWeightTo16x1Float32
RemoveRedundantTranspose
ReplaceMulAddWithDepthwiseConv
ReplaceNonConstFCWithBatchMatMul
ReplaceSubWithAdd
ReplaceWithFCGeluFC
SubstituteExpandDimsToReshape
SubstitutePackToReshape
SubstitutePadV2ToPad
SubstituteSplitVToSplit
SubstituteSqueezeToReshape
ExpandBroadcastConst
ConvertNCHWToNHWC
CommonSubExpressionElimination
RemoveUnnecessaryAdd
RemoveUnnecessaryCast
RemoveUnnecessaryDiv
RemoveUnnecessaryMul
RemoveUnnecessarySlice
RemoveUnnecessaryStridedSlice
RemoveUnnecessarySplit
RemoveUnnecessaryReshape
RemoveUnnecessaryTranspose
TransformMinMaxToRelu6Pass
TransformMinReluToRelu6Pass
TransformSqrtDivToRsqrtMul
DecomposeHardSwishPass
DecomposeSoftmaxPass
SubstituteStridedSliceToReshape
SubstituteTransposeToReshape
RemoveRedundantQuantize
RemoveRedundantReshape
RemoveFakeQuant
RemoveQDQForMixedPrecisionOp
RemoveQuantDequantSeq
RemoveDuplicateConst
UnrollUnidirSeqLSTM
XpSepActFromTransposeConv
RemoveGatherGuard

Definition at line 35 of file CircleOptimizer.h.

    {
      FuseAddToFullyConnectedBias,
      FuseAddWithConv,
      FuseAddWithFullyConnected,
      FuseAddWithTConv,
      FuseBatchNormWithConv,
      FuseBatchNormWithDwConv,
      FuseBatchNormWithTConv,
      FuseMulToFullyConnectedWeights,
      FuseSliceWithTConv,
      FuseBCQ,
      FuseHorizontalFullyConnected,
      FuseInstanceNorm,
      FuseMeanWithMean,
      FuseMulWithConv,
      FuseMulWithDiv,
      FuseMulWithFullyConnected,
      FuseMulWithRmsNorm,
      FuseTransposeWithMean,
      ResolveCustomOpAdd,
      ResolveCustomOpBatchMatMul,
      ResolveCustomOpMatMul,
      ResolveCustomOpMaxPoolWithArgmax,
      ResolveCustomOpSplitV,
      ResolveFormerCustomOp,
      FoldAddV2,
      FoldCast,
      FoldDensify,
      FoldDepthwiseConv2D,
      FoldFullyConnected,
      FoldDequantize,
      FoldGather,
      FoldMul,
      FoldReshape,
      FoldShape,
      FoldSparseToDense,
      FoldSqueeze,
      ForwardReshapeToUnaryOp,
      ForwardTransposeOp,
      SparsifyTensorPass,
      FusePreActivationBatchNorm,
      MakeBatchNormGammaPositive,
      FuseActivationFunction,
      FusePRelu,
      FuseGelu,
      FuseRsqrt,
      FuseRmsNorm,
      FuseRoPE,
      ShuffleWeightTo16x1Float32,
      RemoveRedundantTranspose,
      ReplaceMulAddWithDepthwiseConv,
      ReplaceNonConstFCWithBatchMatMul,
      ReplaceSubWithAdd,
      ReplaceWithFCGeluFC,
      SubstituteExpandDimsToReshape,
      SubstitutePackToReshape,
      SubstitutePadV2ToPad,
      SubstituteSplitVToSplit,
      SubstituteSqueezeToReshape,
      ExpandBroadcastConst,
      ConvertNCHWToNHWC,
      CommonSubExpressionElimination,
      RemoveUnnecessaryAdd,
      RemoveUnnecessaryCast,
      RemoveUnnecessaryDiv,
      RemoveUnnecessaryMul,
      RemoveUnnecessarySlice,
      RemoveUnnecessaryStridedSlice,
      RemoveUnnecessarySplit,
      RemoveUnnecessaryReshape,
      RemoveUnnecessaryTranspose,
      TransformMinMaxToRelu6Pass,
      TransformMinReluToRelu6Pass,
      TransformSqrtDivToRsqrtMul,
      DecomposeHardSwishPass,
      DecomposeSoftmaxPass,
      SubstituteStridedSliceToReshape,
      SubstituteTransposeToReshape,
      RemoveRedundantQuantize,
      RemoveRedundantReshape,
      RemoveFakeQuant,
      RemoveQDQForMixedPrecisionOp,
      RemoveQuantDequantSeq,
      RemoveDuplicateConst,
      UnrollUnidirSeqLSTM,
      XpSepActFromTransposeConv,
      RemoveGatherGuard,
    };

AlgorithmParameters

enum luci::CircleOptimizer::Options::AlgorithmParameters

Enumerator
Sparsify_tensor_name
Sparsify_traversal_order
Sparsify_format
Sparsify_block_size
Sparsify_block_map
NCHW_to_NHWC_input_shape
NCHW_to_NHWC_output_shape

Definition at line 125 of file CircleOptimizer.h.

    {
      // sparsify
      Sparsify_tensor_name,
      Sparsify_traversal_order,
      Sparsify_format,
      Sparsify_block_size,
      Sparsify_block_map,
 
      // convert NCHW to NHWC
      NCHW_to_NHWC_input_shape,
      NCHW_to_NHWC_output_shape,
    };

Constructor & Destructor Documentation

~Options()

virtual luci::CircleOptimizer::Options::~Options ( )

virtualdefault

Member Function Documentation

enable()

virtual void luci::CircleOptimizer::Options::enable ( Algorithm  )

pure virtual

param() [1/2]

virtual const std::string luci::CircleOptimizer::Options::param ( AlgorithmParameters  ) const

pure virtual

param() [2/2]

virtual void luci::CircleOptimizer::Options::param ( AlgorithmParameters  , const std::string &    )

pure virtual

query()

virtual bool luci::CircleOptimizer::Options::query ( Algorithm  )

pure virtual

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The documentation for this struct was generated from the following file:

• compiler/luci/pass/include/luci/CircleOptimizer.h