ReferenceBackend provides reference implementations of all operators supported by SMAUG. More...

#include <backend.h>

Detailed Description

ReferenceBackend provides reference implementations of all operators supported by SMAUG.

Some of these operators are written to be Aladdin-compatible for simulation purposes; others are intended to be executed in software. As the name suggests, these implementations are not optimized in any way.

Definition at line 83 of file backend.h.

Static Public Member Functions
static int	SpadSize ()

static void	initGlobals ()

static void	freeGlobals ()

static smaug::ConvolutionOp< ReferenceBackend > *	createConvolutionOp (const std::string &name, Workspace *workspace)

static smaug::DataOp< ReferenceBackend > *	createDataOp (const std::string &name, Workspace *workspace)

static smaug::DepthwiseConvolutionOp< ReferenceBackend > *	createDepthwiseConvolutionOp (const std::string &name, Workspace *workspace)

static smaug::MaxPoolingOp< ReferenceBackend > *	createMaxPoolingOp (const std::string &name, Workspace *workspace)

static smaug::AvgPoolingOp< ReferenceBackend > *	createAvgPoolingOp (const std::string &name, Workspace *workspace)

static smaug::InnerProductOp< ReferenceBackend > *	createInnerProductOp (const std::string &name, Workspace *workspace)

static smaug::SoftmaxOp< ReferenceBackend > *	createSoftmaxOp (const std::string &name, Workspace *workspace)

static smaug::ReorderOp< ReferenceBackend > *	createReorderOp (const std::string &name, Workspace *workspace)

static smaug::ConcatOp< ReferenceBackend > *	createConcatOp (const std::string &name, Workspace *workspace)

static smaug::SplitOp< ReferenceBackend > *	createSplitOp (const std::string &name, Workspace *workspace)

static smaug::ReshapeOp< ReferenceBackend > *	createReshapeOp (const std::string &name, Workspace *workspace)

static smaug::RepeatOp< ReferenceBackend > *	createRepeatOp (const std::string &name, Workspace *workspace)

static smaug::FlattenOp< ReferenceBackend > *	createFlattenOp (const std::string &name, Workspace *workspace)

static smaug::BatchNormOp< ReferenceBackend > *	createBatchNormOp (const std::string &name, Workspace *workspace)

static smaug::EltwiseAddOp< ReferenceBackend > *	createEltwiseAddOp (const std::string &name, Workspace *workspace)

static smaug::EltwiseMulOp< ReferenceBackend > *	createEltwiseMulOp (const std::string &name, Workspace *workspace)

static smaug::LessOp< ReferenceBackend > *	createLessOp (const std::string &name, Workspace *workspace)

static smaug::LessEqualOp< ReferenceBackend > *	createLessEqualOp (const std::string &name, Workspace *workspace)

static smaug::GreaterOp< ReferenceBackend > *	createGreaterOp (const std::string &name, Workspace *workspace)

static smaug::GreaterEqualOp< ReferenceBackend > *	createGreaterEqualOp (const std::string &name, Workspace *workspace)

static smaug::SwitchOp< ReferenceBackend > *	createSwitchOp (const std::string &name, Workspace *workspace)

static smaug::MergeOp< ReferenceBackend > *	createMergeOp (const std::string &name, Workspace *workspace)

static smaug::ReluOp< ReferenceBackend > *	createReluOp (const std::string &name, Workspace *workspace)

static smaug::SigmoidOp< ReferenceBackend > *	createSigmoidOp (const std::string &name, Workspace *workspace)

static smaug::EluOp< ReferenceBackend > *	createEluOp (const std::string &name, Workspace *workspace)

static smaug::SeluOp< ReferenceBackend > *	createSeluOp (const std::string &name, Workspace *workspace)

static smaug::TanhOp< ReferenceBackend > *	createTanhOp (const std::string &name, Workspace *workspace)

static smaug::HardTanhOp< ReferenceBackend > *	createHardTanhOp (const std::string &name, Workspace *workspace)

static smaug::PaddingOp< ReferenceBackend > *	createPaddingOp (const std::string &name, Workspace *workspace)

Static Public Attributes
static const int	Alignment = 0

static const bool	PrecomputeBNVariance = true

static const bool	TransposeFCWeights = false

static const std::string	Name = "Reference"

static const DataLayout	DefaultInputDataLayout = DataLayout::NCHW

The documentation for this class was generated from the following files:

smaug/core/backend.h
smaug/core/backend.cpp

Detailed Description

Static Public Member Functions

Static Public Attributes