armnn::optimizations Namespace Reference

Namespaces
namespace	pad_fold

Classes
class	AddBroadcastReshapeLayerImpl
class	AddDebugImpl
class	AddDebugToFileImpl
class	ConvertConstants
class	ConvertConstDequantisationLayersToConstLayersImpl
class	ConvertConstPermuteLayersToConstLayers
class	ConvertFp32NetworkToFp16Impl
class	DeleteBroadcastToImpl
struct	Float16ToFloat32
struct	Float32ToFloat16
class	FuseBatchNorm
struct	IsFloat16Layer
struct	IsFloat32Layer
class	MaxMinIntoBoundedReluImpl
class	MovePermuteUpImpl
class	MoveTransposeUpImpl
class	OptimizeConsecutiveReshapesImpl
class	OptimizeInverseConversionsImpl
class	OptimizeInversePermutesImpl
class	PermuteAndBatchToSpaceAsDepthToSpaceImpl
	Replaces Permute leading into BatchToSpace with a DepthToSpace in the case where the Permute swaps the batch and channels dimensions such that the replacement is valid. More...
class	PermuteAsReshapeImpl
class	PermuteDepthwiseConv2dWeightsImpl
class	SquashEqualSiblingsImpl
class	TransposeAsReshapeImpl
class	TurboConvertConstDequantisationLayersToConstLayersImpl

Typedefs
using	AddBroadcastReshapeLayer = OptimizeForType<Layer, AddBroadcastReshapeLayerImpl>
using	InsertDebugLayer = OptimizeForType<Layer, AddDebugImpl>
using	InsertDebugToFileLayer = OptimizeForType<Layer, AddDebugToFileImpl>
using	ConvertConstantsHalfToFloat = ConvertConstants<Float16ToFloat32, IsFloat32Layer>
using	ConvertConstantsFloatToHalf = ConvertConstants<Float32ToFloat16, IsFloat16Layer>
using	ConvertConstDequantisationLayersToConstLayers
using	FusePermuteIntoConstLayer
using	Fp32NetworkToFp16Converter = OptimizeForType<Layer, ConvertFp32NetworkToFp16Impl>
using	BroadcastToOptimizationLayer = OptimizeForType<BroadcastToLayer, DeleteBroadcastToImpl>
using	FoldPadIntoConvolution2d
using	FoldPadIntoDepthwiseConvolution2d
using	FoldPadIntoPooling2d
using	FuseBatchNormIntoConvolution2DFloat32
using	FuseBatchNormIntoConvolution2DFloat16
using	FuseBatchNormIntoDepthwiseConvolution2DFloat32
using	FuseBatchNormIntoDepthwiseConvolution2DFloat16
using	MaxMinIntoBoundedRelu
using	MovePermuteUp = OptimizeForConnection<Layer, PermuteLayer, MovePermuteUpImpl>
using	MoveTransposeUp = OptimizeForConnection<Layer, TransposeLayer, MoveTransposeUpImpl>
using	OptimizeConsecutiveReshapes = OptimizeForConnection<ReshapeLayer, ReshapeLayer, OptimizeConsecutiveReshapesImpl>
using	OptimizeInverseConversionsFp16
using	OptimizeInverseConversionsFp32
using	OptimizeInversePermutes
using	OptimizeInverseTransposes
using	PermuteAndBatchToSpaceAsDepthToSpace
using	TransposeAndBatchToSpaceAsDepthToSpace
using	PermuteAsReshape = OptimizeForType<PermuteLayer, PermuteAsReshapeImpl>
using	PermuteDepthwiseConv2dWeights = OptimizeForType<Layer, PermuteDepthwiseConv2dWeightsImpl>
using	SquashEqualPermuteSiblings = OptimizeForConnection<Layer, PermuteLayer, SquashEqualSiblingsImpl<PermuteLayer>>
using	SquashEqualTransposeSiblings
using	SquashEqualReshapeSiblings = OptimizeForConnection<Layer, ReshapeLayer, SquashEqualSiblingsImpl<ReshapeLayer>>
using	TransposeAsReshape = OptimizeForType<TransposeLayer, TransposeAsReshapeImpl>
using	TurboConvertConstDequantisationLayersToConstLayers

Typedef Documentation

AddBroadcastReshapeLayer

using AddBroadcastReshapeLayer = OptimizeForType<Layer, AddBroadcastReshapeLayerImpl>

Definition at line 103 of file AddBroadcastReshapeLayer.hpp.

BroadcastToOptimizationLayer

using BroadcastToOptimizationLayer = OptimizeForType<BroadcastToLayer, DeleteBroadcastToImpl>

Definition at line 38 of file DeleteBroadcastTo.hpp.

ConvertConstantsFloatToHalf

using ConvertConstantsFloatToHalf = ConvertConstants<Float32ToFloat16, IsFloat16Layer>

Definition at line 99 of file ConvertConstants.hpp.

ConvertConstantsHalfToFloat

using ConvertConstantsHalfToFloat = ConvertConstants<Float16ToFloat32, IsFloat32Layer>

Definition at line 98 of file ConvertConstants.hpp.

ConvertConstDequantisationLayersToConstLayers

using ConvertConstDequantisationLayersToConstLayers

Initial value:

 OptimizeForConnection<ConstantLayer,
                            DequantizeLayer,
                            ConvertConstDequantisationLayersToConstLayersImpl>

Definition at line 170 of file ConvertConstDequantisationLayersToConstLayers.hpp.

FoldPadIntoConvolution2d

using FoldPadIntoConvolution2d

Initial value:

 
    OptimizeForExclusiveConnection<PadLayer, Convolution2dLayer, pad_fold::FoldPadIntoConvolution2dImpl>

Definition at line 279 of file FoldPadIntoLayer2d.hpp.

FoldPadIntoDepthwiseConvolution2d

using FoldPadIntoDepthwiseConvolution2d

Initial value:

 
    OptimizeForExclusiveConnection <PadLayer,
                                    DepthwiseConvolution2dLayer,
                                    pad_fold::FoldPadIntoDepthwiseConvolution2dImpl>

Definition at line 281 of file FoldPadIntoLayer2d.hpp.

FoldPadIntoPooling2d

using FoldPadIntoPooling2d

Initial value:

 
    OptimizeForExclusiveConnection<PadLayer, Pooling2dLayer, pad_fold::FoldPadIntoPooling2dImpl>

Definition at line 285 of file FoldPadIntoLayer2d.hpp.

Fp32NetworkToFp16Converter

using Fp32NetworkToFp16Converter = OptimizeForType<Layer, ConvertFp32NetworkToFp16Impl>

Definition at line 87 of file ConvertFp32NetworkToFp16.hpp.

FuseBatchNormIntoConvolution2DFloat16

using FuseBatchNormIntoConvolution2DFloat16

Initial value:

 
        OptimizeForExclusiveConnection<Convolution2dLayer,
                                       BatchNormalizationLayer,
                                       FuseBatchNorm<Convolution2dLayer, armnn::DataType::Float16>>

Definition at line 224 of file FuseBatchNorm.hpp.

FuseBatchNormIntoConvolution2DFloat32

using FuseBatchNormIntoConvolution2DFloat32

Initial value:

 
        OptimizeForExclusiveConnection<Convolution2dLayer,
                                       BatchNormalizationLayer,
                                       FuseBatchNorm<Convolution2dLayer, armnn::DataType::Float32>>

Definition at line 219 of file FuseBatchNorm.hpp.

FuseBatchNormIntoDepthwiseConvolution2DFloat16

using FuseBatchNormIntoDepthwiseConvolution2DFloat16

Initial value:

 
        OptimizeForExclusiveConnection<DepthwiseConvolution2dLayer,
                                       BatchNormalizationLayer,
                                       FuseBatchNorm<DepthwiseConvolution2dLayer, armnn::DataType::Float16>>

Definition at line 234 of file FuseBatchNorm.hpp.

FuseBatchNormIntoDepthwiseConvolution2DFloat32

using FuseBatchNormIntoDepthwiseConvolution2DFloat32

Initial value:

 
        OptimizeForExclusiveConnection<DepthwiseConvolution2dLayer,
                                       BatchNormalizationLayer,
                                       FuseBatchNorm<DepthwiseConvolution2dLayer, armnn::DataType::Float32>>

Definition at line 229 of file FuseBatchNorm.hpp.

FusePermuteIntoConstLayer

using FusePermuteIntoConstLayer

Initial value:

 OptimizeForConnection<ConstantLayer,
                                                        PermuteLayer,
                                                        ConvertConstPermuteLayersToConstLayers>

Definition at line 122 of file ConvertConstPermuteLayersToConstLayers.hpp.

InsertDebugLayer

using InsertDebugLayer = OptimizeForType<Layer, AddDebugImpl>

Definition at line 53 of file AddDebug.hpp.

InsertDebugToFileLayer

using InsertDebugToFileLayer = OptimizeForType<Layer, AddDebugToFileImpl>

Definition at line 54 of file AddDebug.hpp.

MaxMinIntoBoundedRelu

using MaxMinIntoBoundedRelu

Initial value:

 OptimizeForExclusiveConnection<ElementwiseBinaryLayer,
                                                             ElementwiseBinaryLayer,
                                                             MaxMinIntoBoundedReluImpl>

Definition at line 132 of file MaxMinIntoBoundedRelu.hpp.

MovePermuteUp

using MovePermuteUp = OptimizeForConnection<Layer, PermuteLayer, MovePermuteUpImpl>

Definition at line 83 of file MovePermuteUp.hpp.

MoveTransposeUp

using MoveTransposeUp = OptimizeForConnection<Layer, TransposeLayer, MoveTransposeUpImpl>

Definition at line 83 of file MoveTransposeUp.hpp.

OptimizeConsecutiveReshapes

using OptimizeConsecutiveReshapes = OptimizeForConnection<ReshapeLayer, ReshapeLayer, OptimizeConsecutiveReshapesImpl>

Definition at line 61 of file OptimizeConsecutiveReshapes.hpp.

OptimizeInverseConversionsFp16

using OptimizeInverseConversionsFp16

Initial value:

 
    OptimizeForConnection<ConvertFp16ToFp32Layer, ConvertFp32ToFp16Layer, OptimizeInverseConversionsImpl>

Definition at line 41 of file OptimizeInverseConversions.hpp.

OptimizeInverseConversionsFp32

using OptimizeInverseConversionsFp32

Initial value:

 
    OptimizeForConnection<ConvertFp32ToFp16Layer, ConvertFp16ToFp32Layer, OptimizeInverseConversionsImpl>

Definition at line 43 of file OptimizeInverseConversions.hpp.

OptimizeInversePermutes

using OptimizeInversePermutes

Initial value:

 OptimizeForConnection<PermuteLayer, PermuteLayer,
    OptimizeInversePermutesImpl<PermuteLayer>>

Definition at line 42 of file OptimizeInversePermutes.hpp.

OptimizeInverseTransposes

using OptimizeInverseTransposes

Initial value:

 OptimizeForConnection<TransposeLayer, TransposeLayer,
    OptimizeInversePermutesImpl<TransposeLayer>>

Definition at line 44 of file OptimizeInversePermutes.hpp.

PermuteAndBatchToSpaceAsDepthToSpace

using PermuteAndBatchToSpaceAsDepthToSpace

Initial value:

 OptimizeForConnection<PermuteLayer, BatchToSpaceNdLayer,
    PermuteAndBatchToSpaceAsDepthToSpaceImpl<PermuteLayer>>

Definition at line 101 of file PermuteAndBatchToSpaceAsDepthToSpace.hpp.

PermuteAsReshape

using PermuteAsReshape = OptimizeForType<PermuteLayer, PermuteAsReshapeImpl>

Definition at line 66 of file PermuteAsReshape.hpp.

PermuteDepthwiseConv2dWeights

using PermuteDepthwiseConv2dWeights = OptimizeForType<Layer, PermuteDepthwiseConv2dWeightsImpl>

Definition at line 78 of file PermuteDepthwiseConv2dWeights.hpp.

SquashEqualPermuteSiblings

using SquashEqualPermuteSiblings = OptimizeForConnection<Layer, PermuteLayer, SquashEqualSiblingsImpl<PermuteLayer>>

Definition at line 67 of file SquashEqualSiblings.hpp.

SquashEqualReshapeSiblings

using SquashEqualReshapeSiblings = OptimizeForConnection<Layer, ReshapeLayer, SquashEqualSiblingsImpl<ReshapeLayer>>

Definition at line 70 of file SquashEqualSiblings.hpp.

SquashEqualTransposeSiblings

using SquashEqualTransposeSiblings

Initial value:

 OptimizeForConnection<Layer, TransposeLayer,
    SquashEqualSiblingsImpl<TransposeLayer>>

Definition at line 68 of file SquashEqualSiblings.hpp.

TransposeAndBatchToSpaceAsDepthToSpace

using TransposeAndBatchToSpaceAsDepthToSpace

Initial value:

 OptimizeForConnection<TransposeLayer, BatchToSpaceNdLayer,
    PermuteAndBatchToSpaceAsDepthToSpaceImpl<TransposeLayer>>

Definition at line 103 of file PermuteAndBatchToSpaceAsDepthToSpace.hpp.

TransposeAsReshape

using TransposeAsReshape = OptimizeForType<TransposeLayer, TransposeAsReshapeImpl>

Definition at line 77 of file TransposeAsReshape.hpp.

TurboConvertConstDequantisationLayersToConstLayers

using TurboConvertConstDequantisationLayersToConstLayers

Initial value:

 
                            OptimizeForConnection<ConstantLayer,
                            DequantizeLayer,
                            TurboConvertConstDequantisationLayersToConstLayersImpl>

Definition at line 124 of file TurboConvertConstDequantisationLayersToConstLayers.hpp.