#include <BmnGemStripMLPModel.h>

Public Types
enum	OutputActivation { kLinearOutput = 0 , kSigmoidOutput = 1 , kLinearOutput = 0 , kSigmoidOutput = 1 }
enum	OutputActivation { kLinearOutput = 0 , kSigmoidOutput = 1 , kLinearOutput = 0 , kSigmoidOutput = 1 }

Public Member Functions
	BmnGemStripMLPModel ()
	BmnGemStripMLPModel (const std::string &path, bool verbose=true)
virtual	~BmnGemStripMLPModel ()
bool	Load (const std::string &path, bool verbose=true)
void	Clear ()
bool	IsLoaded () const
int	GetInputDim () const
int	GetWidth () const
int	GetNBlocks () const
int	GetOutputDim () const
int	GetOutputActivation () const
float	GetLayerNormEpsilon () const
float	GetLeakyReLUSlope () const
size_t	GetNParams () const
const std::vector< std::string > &	GetFeatureNames () const
int	GetFeatureIndex (const std::string &name) const
bool	CheckFeatureNames (const std::vector< std::string > &expected, std::string *why=nullptr) const
const std::string &	GetFilePath () const
const std::string &	GetArchHash () const
const std::string &	GetSourceName () const
const std::string &	GetCreated () const
void	Print (std::ostream &os=std::cout) const
bool	Predict (const float input, float output) const
std::vector< float >	Predict (const std::vector< float > &input) const
bool	PredictSplit (const float common, int n_common, const float specific, int n_rows, float *output) const
int	GetNTests () const
float	GetTestTolerance () const
bool	RunSelfTest (float *max_abs_diff=nullptr, bool verbose=false) const
const float *	GetTestInput (int itest) const
const float *	GetTestOutput (int itest) const
	BmnGemStripMLPModel ()
	BmnGemStripMLPModel (const std::string &path, bool verbose=true)
virtual	~BmnGemStripMLPModel ()
bool	Load (const std::string &path, bool verbose=true)
void	Clear ()
bool	IsLoaded () const
int	GetInputDim () const
int	GetWidth () const
int	GetNBlocks () const
int	GetOutputDim () const
int	GetOutputActivation () const
float	GetLayerNormEpsilon () const
float	GetLeakyReLUSlope () const
size_t	GetNParams () const
const std::vector< std::string > &	GetFeatureNames () const
int	GetFeatureIndex (const std::string &name) const
bool	CheckFeatureNames (const std::vector< std::string > &expected, std::string *why=nullptr) const
const std::string &	GetFilePath () const
const std::string &	GetArchHash () const
const std::string &	GetSourceName () const
const std::string &	GetCreated () const
void	Print (std::ostream &os=std::cout) const
bool	Predict (const float input, float output) const
std::vector< float >	Predict (const std::vector< float > &input) const
bool	PredictSplit (const float common, int n_common, const float specific, int n_rows, float *output) const
int	GetNTests () const
float	GetTestTolerance () const
bool	RunSelfTest (float *max_abs_diff=nullptr, bool verbose=false) const
const float *	GetTestInput (int itest) const
const float *	GetTestOutput (int itest) const

Static Public Member Functions
static std::shared_ptr< const BmnGemStripMLPModel >	GetShared (const std::string &path="")
static void	SetDefaultPath (const std::string &path)
static std::string	GetDefaultPath ()
static std::string	GetBuiltinDefaultPath ()
static void	ClearSharedCache ()
static std::shared_ptr< const BmnGemStripMLPModel >	GetShared (const std::string &path="")
static void	SetDefaultPath (const std::string &path)
static std::string	GetDefaultPath ()
static std::string	GetBuiltinDefaultPath ()
static void	ClearSharedCache ()

Static Public Attributes
static constexpr int	kMaxWidth = 1024
static constexpr int	kMaxDim = 1024

Private Member Functions
void	ForwardFromFirstDense (float h, float output) const
bool	Parse (const std::vector< unsigned char > &buffer, std::string &error)
void	ForwardFromFirstDense (float h, float output) const
bool	Parse (const std::vector< unsigned char > &buffer, std::string &error)

Private Attributes
bool	fLoaded
int	fInputDim
int	fWidth
int	fNBlocks
int	fOutputDim
int	fOutputActivation
float	fLayerNormEps
float	fLeakyReLUSlope
std::string	fFilePath
std::string	fArchHash
std::string	fSourceName
std::string	fCreated
std::vector< std::string >	fFeatureNames
std::vector< float >	fParams
size_t	fOffDenseInW
size_t	fOffDenseInB
size_t	fOffBlocks
size_t	fBlockSize
size_t	fOffFinalLnG
size_t	fOffFinalLnB
size_t	fOffDenseOutW
size_t	fOffDenseOutB
int	fNTests
float	fTestTolerance
std::vector< float >	fTestInputs
std::vector< float >	fTestOutputs

Detailed Description

Definition at line 34 of file BmnGemStripMLPModel.h.

Member Enumeration Documentation

◆ OutputActivation [1/2]

enum BmnGemStripMLPModel::OutputActivation

Enumerator
kLinearOutput	0
kSigmoidOutput	1
kLinearOutput	0
kSigmoidOutput	1

Definition at line 43 of file BmnGemStripMLPModel.h.

◆ OutputActivation [2/2]

enum BmnGemStripMLPModel::OutputActivation

Enumerator
kLinearOutput	0
kSigmoidOutput	1
kLinearOutput	0
kSigmoidOutput	1

Definition at line 43 of file BmnGemStripMLPModel.h.

Constructor & Destructor Documentation

◆ BmnGemStripMLPModel() [1/4]

BmnGemStripMLPModel::BmnGemStripMLPModel ( )

Definition at line 282 of file BmnGemStripMLPModel.cxx.

References Clear().

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◆ BmnGemStripMLPModel() [2/4]

BmnGemStripMLPModel::BmnGemStripMLPModel	(	const std::string &	path,
		bool	verbose = true )

explicit

Definition at line 287 of file BmnGemStripMLPModel.cxx.

References Clear(), and Load().

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◆ ~BmnGemStripMLPModel() [1/2]

BmnGemStripMLPModel::~BmnGemStripMLPModel ( )

virtual

Definition at line 293 of file BmnGemStripMLPModel.cxx.

◆ BmnGemStripMLPModel() [3/4]

BmnGemStripMLPModel::BmnGemStripMLPModel ( )

◆ BmnGemStripMLPModel() [4/4]

BmnGemStripMLPModel::BmnGemStripMLPModel	(	const std::string &	path,
		bool	verbose = true )

explicit

◆ ~BmnGemStripMLPModel() [2/2]

virtual BmnGemStripMLPModel::~BmnGemStripMLPModel ( )

virtual

Member Function Documentation

◆ CheckFeatureNames() [1/2]

bool BmnGemStripMLPModel::CheckFeatureNames	(	const std::vector< std::string > &	expected,
		std::string *	why = nullptr ) const

Definition at line 665 of file BmnGemStripMLPModel.cxx.

References fFeatureNames, and i.

Referenced by BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP(), BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP_FastStand(), and BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP_Parallel().

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◆ CheckFeatureNames() [2/2]

bool BmnGemStripMLPModel::CheckFeatureNames	(	const std::vector< std::string > &	expected,
		std::string *	why = nullptr ) const

◆ Clear() [1/2]

void BmnGemStripMLPModel::Clear ( )

Definition at line 295 of file BmnGemStripMLPModel.cxx.

References fArchHash, fBlockSize, fCreated, fFeatureNames, fFilePath, fInputDim, fLayerNormEps, fLeakyReLUSlope, fLoaded, fNBlocks, fNTests, fOffBlocks, fOffDenseInB, fOffDenseInW, fOffDenseOutB, fOffDenseOutW, fOffFinalLnB, fOffFinalLnG, fOutputActivation, fOutputDim, fParams, fSourceName, fTestInputs, fTestOutputs, fTestTolerance, fWidth, and kLinearOutput.

Referenced by BmnGemStripMLPModel(), BmnGemStripMLPModel(), and Load().

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◆ Clear() [2/2]

void BmnGemStripMLPModel::Clear ( )

◆ ClearSharedCache() [1/2]

void BmnGemStripMLPModel::ClearSharedCache ( )

static

Definition at line 754 of file BmnGemStripMLPModel.cxx.

◆ ClearSharedCache() [2/2]

void BmnGemStripMLPModel::ClearSharedCache ( )

static

◆ ForwardFromFirstDense() [1/2]

void BmnGemStripMLPModel::ForwardFromFirstDense	(	float *	h,
		float *	output ) const

private

Definition at line 513 of file BmnGemStripMLPModel.cxx.

References fBlockSize, fLayerNormEps, fLeakyReLUSlope, fNBlocks, fOffBlocks, fOffDenseOutB, fOffDenseOutW, fOffFinalLnB, fOffFinalLnG, fOutputActivation, fOutputDim, fParams, fWidth, i, kMaxWidth, and kSigmoidOutput.

Referenced by Predict(), and PredictSplit().

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◆ ForwardFromFirstDense() [2/2]

void BmnGemStripMLPModel::ForwardFromFirstDense	(	float *	h,
		float *	output ) const

private

◆ GetArchHash() [1/2]

const std::string & BmnGemStripMLPModel::GetArchHash ( ) const

inline

Definition at line 81 of file BmnGemStripMLPModel.h.

References fArchHash.

◆ GetArchHash() [2/2]

const std::string & BmnGemStripMLPModel::GetArchHash ( ) const

inline

Definition at line 81 of file BmnGemStripMLPModel.h.

References fArchHash.

◆ GetBuiltinDefaultPath() [1/2]

std::string BmnGemStripMLPModel::GetBuiltinDefaultPath ( )

static

Definition at line 749 of file BmnGemStripMLPModel.cxx.

◆ GetBuiltinDefaultPath() [2/2]

std::string BmnGemStripMLPModel::GetBuiltinDefaultPath ( )

static

◆ GetCreated() [1/2]

const std::string & BmnGemStripMLPModel::GetCreated ( ) const

inline

Definition at line 83 of file BmnGemStripMLPModel.h.

References fCreated.

◆ GetCreated() [2/2]

const std::string & BmnGemStripMLPModel::GetCreated ( ) const

inline

Definition at line 83 of file BmnGemStripMLPModel.h.

References fCreated.

◆ GetDefaultPath() [1/2]

std::string BmnGemStripMLPModel::GetDefaultPath ( )

static

Definition at line 742 of file BmnGemStripMLPModel.cxx.

Referenced by BmnGemStripModule::GetANNModelPath().

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◆ GetDefaultPath() [2/2]

std::string BmnGemStripMLPModel::GetDefaultPath ( )

static

◆ GetFeatureIndex() [1/2]

int BmnGemStripMLPModel::GetFeatureIndex ( const std::string & name ) const

Definition at line 659 of file BmnGemStripMLPModel.cxx.

References fFeatureNames.

◆ GetFeatureIndex() [2/2]

int BmnGemStripMLPModel::GetFeatureIndex ( const std::string & name ) const

◆ GetFeatureNames() [1/2]

const std::vector< std::string > & BmnGemStripMLPModel::GetFeatureNames ( ) const

inline

Definition at line 75 of file BmnGemStripMLPModel.h.

References fFeatureNames.

◆ GetFeatureNames() [2/2]

const std::vector< std::string > & BmnGemStripMLPModel::GetFeatureNames ( ) const

inline

Definition at line 75 of file BmnGemStripMLPModel.h.

References fFeatureNames.

◆ GetFilePath() [1/2]

const std::string & BmnGemStripMLPModel::GetFilePath ( ) const

inline

Definition at line 80 of file BmnGemStripMLPModel.h.

References fFilePath.

Referenced by BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP(), BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP_FastStand(), and BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP_Parallel().

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◆ GetFilePath() [2/2]

const std::string & BmnGemStripMLPModel::GetFilePath ( ) const

inline

Definition at line 80 of file BmnGemStripMLPModel.h.

References fFilePath.

◆ GetInputDim() [1/2]

int BmnGemStripMLPModel::GetInputDim ( ) const

inline

Definition at line 66 of file BmnGemStripMLPModel.h.

References fInputDim.

◆ GetInputDim() [2/2]

int BmnGemStripMLPModel::GetInputDim ( ) const

inline

Definition at line 66 of file BmnGemStripMLPModel.h.

References fInputDim.

◆ GetLayerNormEpsilon() [1/2]

float BmnGemStripMLPModel::GetLayerNormEpsilon ( ) const

inline

Definition at line 71 of file BmnGemStripMLPModel.h.

References fLayerNormEps.

◆ GetLayerNormEpsilon() [2/2]

float BmnGemStripMLPModel::GetLayerNormEpsilon ( ) const

inline

Definition at line 71 of file BmnGemStripMLPModel.h.

References fLayerNormEps.

◆ GetLeakyReLUSlope() [1/2]

float BmnGemStripMLPModel::GetLeakyReLUSlope ( ) const

inline

Definition at line 72 of file BmnGemStripMLPModel.h.

References fLeakyReLUSlope.

◆ GetLeakyReLUSlope() [2/2]

float BmnGemStripMLPModel::GetLeakyReLUSlope ( ) const

inline

Definition at line 72 of file BmnGemStripMLPModel.h.

References fLeakyReLUSlope.

◆ GetNBlocks() [1/2]

int BmnGemStripMLPModel::GetNBlocks ( ) const

inline

Definition at line 68 of file BmnGemStripMLPModel.h.

References fNBlocks.

◆ GetNBlocks() [2/2]

int BmnGemStripMLPModel::GetNBlocks ( ) const

inline

Definition at line 68 of file BmnGemStripMLPModel.h.

References fNBlocks.

◆ GetNParams() [1/2]

size_t BmnGemStripMLPModel::GetNParams ( ) const

inline

Definition at line 73 of file BmnGemStripMLPModel.h.

References fParams.

◆ GetNParams() [2/2]

size_t BmnGemStripMLPModel::GetNParams ( ) const

inline

Definition at line 73 of file BmnGemStripMLPModel.h.

References fParams.

◆ GetNTests() [1/2]

int BmnGemStripMLPModel::GetNTests ( ) const

inline

Definition at line 102 of file BmnGemStripMLPModel.h.

References fNTests.

◆ GetNTests() [2/2]

int BmnGemStripMLPModel::GetNTests ( ) const

inline

Definition at line 102 of file BmnGemStripMLPModel.h.

References fNTests.

◆ GetOutputActivation() [1/2]

int BmnGemStripMLPModel::GetOutputActivation ( ) const

inline

Definition at line 70 of file BmnGemStripMLPModel.h.

References fOutputActivation.

◆ GetOutputActivation() [2/2]

int BmnGemStripMLPModel::GetOutputActivation ( ) const

inline

Definition at line 70 of file BmnGemStripMLPModel.h.

References fOutputActivation.

◆ GetOutputDim() [1/2]

int BmnGemStripMLPModel::GetOutputDim ( ) const

inline

Definition at line 69 of file BmnGemStripMLPModel.h.

References fOutputDim.

Referenced by BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP(), BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP_FastStand(), and BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP_Parallel().

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◆ GetOutputDim() [2/2]

int BmnGemStripMLPModel::GetOutputDim ( ) const

inline

Definition at line 69 of file BmnGemStripMLPModel.h.

References fOutputDim.

◆ GetShared() [1/2]

std::shared_ptr< const BmnGemStripMLPModel > BmnGemStripMLPModel::GetShared ( const std::string & path = "" )

static

Definition at line 704 of file BmnGemStripMLPModel.cxx.

Referenced by BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP(), BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP_FastStand(), and BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP_Parallel().

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◆ GetShared() [2/2]

std::shared_ptr< const BmnGemStripMLPModel > BmnGemStripMLPModel::GetShared ( const std::string & path = "" )

static

◆ GetSourceName() [1/2]

const std::string & BmnGemStripMLPModel::GetSourceName ( ) const

inline

Definition at line 82 of file BmnGemStripMLPModel.h.

References fSourceName.

◆ GetSourceName() [2/2]

const std::string & BmnGemStripMLPModel::GetSourceName ( ) const

inline

Definition at line 82 of file BmnGemStripMLPModel.h.

References fSourceName.

◆ GetTestInput() [1/2]

const float * BmnGemStripMLPModel::GetTestInput ( int itest ) const

Definition at line 616 of file BmnGemStripMLPModel.cxx.

References fInputDim, fNTests, and fTestInputs.

Referenced by RunSelfTest().

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◆ GetTestInput() [2/2]

const float * BmnGemStripMLPModel::GetTestInput ( int itest ) const

◆ GetTestOutput() [1/2]

const float * BmnGemStripMLPModel::GetTestOutput ( int itest ) const

Definition at line 623 of file BmnGemStripMLPModel.cxx.

References fNTests, fOutputDim, and fTestOutputs.

Referenced by RunSelfTest().

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◆ GetTestOutput() [2/2]

const float * BmnGemStripMLPModel::GetTestOutput ( int itest ) const

◆ GetTestTolerance() [1/2]

float BmnGemStripMLPModel::GetTestTolerance ( ) const

inline

Definition at line 103 of file BmnGemStripMLPModel.h.

References fTestTolerance.

◆ GetTestTolerance() [2/2]

float BmnGemStripMLPModel::GetTestTolerance ( ) const

inline

Definition at line 103 of file BmnGemStripMLPModel.h.

References fTestTolerance.

◆ GetWidth() [1/2]

int BmnGemStripMLPModel::GetWidth ( ) const

inline

Definition at line 67 of file BmnGemStripMLPModel.h.

References fWidth.

◆ GetWidth() [2/2]

int BmnGemStripMLPModel::GetWidth ( ) const

inline

Definition at line 67 of file BmnGemStripMLPModel.h.

References fWidth.

◆ IsLoaded() [1/2]

bool BmnGemStripMLPModel::IsLoaded ( ) const

inline

Definition at line 62 of file BmnGemStripMLPModel.h.

References fLoaded.

◆ IsLoaded() [2/2]

bool BmnGemStripMLPModel::IsLoaded ( ) const

inline

Definition at line 62 of file BmnGemStripMLPModel.h.

References fLoaded.

◆ Load() [1/2]

bool BmnGemStripMLPModel::Load	(	const std::string &	path,
		bool	verbose = true )

Definition at line 324 of file BmnGemStripMLPModel.cxx.

References Clear(), fFilePath, fLoaded, fTestTolerance, Parse(), and RunSelfTest().

Referenced by BmnGemStripMLPModel().

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◆ Load() [2/2]

bool BmnGemStripMLPModel::Load	(	const std::string &	path,
		bool	verbose = true )

◆ Parse() [1/2]

bool BmnGemStripMLPModel::Parse	(	const std::vector< unsigned char > &	buffer,
		std::string &	error )

private

Definition at line 376 of file BmnGemStripMLPModel.cxx.

References fArchHash, fBlockSize, fCreated, fFeatureNames, fInputDim, fLayerNormEps, fLeakyReLUSlope, fNBlocks, fNTests, fOffBlocks, fOffDenseInB, fOffDenseInW, fOffDenseOutB, fOffDenseOutW, fOffFinalLnB, fOffFinalLnG, fOutputActivation, fOutputDim, fParams, fSourceName, fTestInputs, fTestOutputs, fTestTolerance, fWidth, kLinearOutput, kMaxDim, kMaxWidth, kSigmoidOutput, names, and v.

Referenced by Load().

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◆ Parse() [2/2]

bool BmnGemStripMLPModel::Parse	(	const std::vector< unsigned char > &	buffer,
		std::string &	error )

private

◆ Predict() [1/4]

bool BmnGemStripMLPModel::Predict	(	const float *	input,
		float *	output ) const

Definition at line 551 of file BmnGemStripMLPModel.cxx.

References fInputDim, fLoaded, fOffDenseInB, fOffDenseInW, ForwardFromFirstDense(), fParams, fWidth, kMaxDim, and kMaxWidth.

Referenced by Predict(), and RunSelfTest().

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◆ Predict() [2/4]

bool BmnGemStripMLPModel::Predict	(	const float *	input,
		float *	output ) const

◆ Predict() [3/4]

std::vector< float > BmnGemStripMLPModel::Predict ( const std::vector< float > & input ) const

Definition at line 570 of file BmnGemStripMLPModel.cxx.

References fInputDim, fLoaded, fOutputDim, and Predict().

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◆ Predict() [4/4]

std::vector< float > BmnGemStripMLPModel::Predict ( const std::vector< float > & input ) const

◆ PredictSplit() [1/2]

bool BmnGemStripMLPModel::PredictSplit	(	const float *	common,
		int	n_common,
		const float *	specific,
		int	n_rows,
		float *	output ) const

Definition at line 581 of file BmnGemStripMLPModel.cxx.

References fInputDim, fLoaded, fOffDenseInB, fOffDenseInW, ForwardFromFirstDense(), fOutputDim, fParams, fWidth, kMaxDim, kMaxWidth, and W().

Referenced by BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP(), BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP_FastStand(), and BmnGemStripModule::AddRealPointFull_ANNStripGenerator_MLP_Parallel().

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◆ PredictSplit() [2/2]

bool BmnGemStripMLPModel::PredictSplit	(	const float *	common,
		int	n_common,
		const float *	specific,
		int	n_rows,
		float *	output ) const

◆ Print() [1/2]

void BmnGemStripMLPModel::Print ( std::ostream & os = std::cout ) const

Definition at line 684 of file BmnGemStripMLPModel.cxx.

References fArchHash, fCreated, fFeatureNames, fFilePath, fInputDim, fLayerNormEps, fLeakyReLUSlope, fLoaded, fNBlocks, fNTests, fOutputActivation, fOutputDim, fParams, fSourceName, fTestTolerance, fWidth, i, and kSigmoidOutput.

◆ Print() [2/2]

void BmnGemStripMLPModel::Print ( std::ostream & os = std::cout ) const

◆ RunSelfTest() [1/2]

bool BmnGemStripMLPModel::RunSelfTest	(	float *	max_abs_diff = nullptr,
		bool	verbose = false ) const

Definition at line 630 of file BmnGemStripMLPModel.cxx.

References d, fLoaded, fNTests, fOutputDim, fTestTolerance, GetTestInput(), GetTestOutput(), and Predict().

Referenced by Load().

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◆ RunSelfTest() [2/2]

bool BmnGemStripMLPModel::RunSelfTest	(	float *	max_abs_diff = nullptr,
		bool	verbose = false ) const

◆ SetDefaultPath() [1/2]

void BmnGemStripMLPModel::SetDefaultPath ( const std::string & path )

static

Definition at line 735 of file BmnGemStripMLPModel.cxx.

Referenced by BmnGemStripModule::SetANNModelPath().

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◆ SetDefaultPath() [2/2]

void BmnGemStripMLPModel::SetDefaultPath ( const std::string & path )

static

Member Data Documentation

◆ fArchHash

std::string BmnGemStripMLPModel::fArchHash

private

Definition at line 139 of file BmnGemStripMLPModel.h.

Referenced by Clear(), GetArchHash(), Parse(), and Print().

◆ fBlockSize

size_t BmnGemStripMLPModel::fBlockSize

private

Definition at line 149 of file BmnGemStripMLPModel.h.

Referenced by Clear(), ForwardFromFirstDense(), and Parse().

◆ fCreated

std::string BmnGemStripMLPModel::fCreated

private

Definition at line 141 of file BmnGemStripMLPModel.h.

Referenced by Clear(), GetCreated(), Parse(), and Print().

◆ fFeatureNames

std::vector< std::string > BmnGemStripMLPModel::fFeatureNames

private

Definition at line 142 of file BmnGemStripMLPModel.h.

Referenced by CheckFeatureNames(), Clear(), GetFeatureIndex(), GetFeatureNames(), Parse(), and Print().

◆ fFilePath

std::string BmnGemStripMLPModel::fFilePath

private

Definition at line 138 of file BmnGemStripMLPModel.h.

Referenced by Clear(), GetFilePath(), Load(), Parse(), and Print().

◆ fInputDim

int BmnGemStripMLPModel::fInputDim

private

Definition at line 130 of file BmnGemStripMLPModel.h.

Referenced by Clear(), GetInputDim(), GetTestInput(), Parse(), Predict(), Predict(), PredictSplit(), and Print().

◆ fLayerNormEps

float BmnGemStripMLPModel::fLayerNormEps

private

Definition at line 135 of file BmnGemStripMLPModel.h.

Referenced by Clear(), ForwardFromFirstDense(), GetLayerNormEpsilon(), Parse(), and Print().

◆ fLeakyReLUSlope

float BmnGemStripMLPModel::fLeakyReLUSlope

private

Definition at line 136 of file BmnGemStripMLPModel.h.

Referenced by Clear(), ForwardFromFirstDense(), GetLeakyReLUSlope(), Parse(), and Print().

◆ fLoaded

bool BmnGemStripMLPModel::fLoaded

private

Definition at line 128 of file BmnGemStripMLPModel.h.

Referenced by Clear(), IsLoaded(), Load(), Parse(), Predict(), Predict(), PredictSplit(), Print(), and RunSelfTest().

◆ fNBlocks

int BmnGemStripMLPModel::fNBlocks

private

Definition at line 132 of file BmnGemStripMLPModel.h.

Referenced by Clear(), ForwardFromFirstDense(), GetNBlocks(), Parse(), and Print().

◆ fNTests

int BmnGemStripMLPModel::fNTests

private

Definition at line 156 of file BmnGemStripMLPModel.h.

Referenced by Clear(), GetNTests(), GetTestInput(), GetTestOutput(), Parse(), Print(), and RunSelfTest().

◆ fOffBlocks

size_t BmnGemStripMLPModel::fOffBlocks

private

Definition at line 148 of file BmnGemStripMLPModel.h.

Referenced by Clear(), ForwardFromFirstDense(), and Parse().

◆ fOffDenseInB

size_t BmnGemStripMLPModel::fOffDenseInB

private

Definition at line 147 of file BmnGemStripMLPModel.h.

Referenced by Clear(), Parse(), Predict(), and PredictSplit().

◆ fOffDenseInW

size_t BmnGemStripMLPModel::fOffDenseInW

private

Definition at line 146 of file BmnGemStripMLPModel.h.

Referenced by Clear(), Parse(), Predict(), and PredictSplit().

◆ fOffDenseOutB

size_t BmnGemStripMLPModel::fOffDenseOutB

private

Definition at line 153 of file BmnGemStripMLPModel.h.

Referenced by Clear(), ForwardFromFirstDense(), and Parse().

◆ fOffDenseOutW

size_t BmnGemStripMLPModel::fOffDenseOutW

private

Definition at line 152 of file BmnGemStripMLPModel.h.

Referenced by Clear(), ForwardFromFirstDense(), and Parse().

◆ fOffFinalLnB

size_t BmnGemStripMLPModel::fOffFinalLnB

private

Definition at line 151 of file BmnGemStripMLPModel.h.

Referenced by Clear(), ForwardFromFirstDense(), and Parse().

◆ fOffFinalLnG

size_t BmnGemStripMLPModel::fOffFinalLnG

private

Definition at line 150 of file BmnGemStripMLPModel.h.

Referenced by Clear(), ForwardFromFirstDense(), and Parse().

◆ fOutputActivation

int BmnGemStripMLPModel::fOutputActivation

private

Definition at line 134 of file BmnGemStripMLPModel.h.

Referenced by Clear(), ForwardFromFirstDense(), GetOutputActivation(), Parse(), and Print().

◆ fOutputDim

int BmnGemStripMLPModel::fOutputDim

private

Definition at line 133 of file BmnGemStripMLPModel.h.

Referenced by Clear(), ForwardFromFirstDense(), GetOutputDim(), GetTestOutput(), Parse(), Predict(), PredictSplit(), Print(), and RunSelfTest().

◆ fParams

std::vector< float > BmnGemStripMLPModel::fParams

private

Definition at line 145 of file BmnGemStripMLPModel.h.

Referenced by Clear(), ForwardFromFirstDense(), GetNParams(), Parse(), Predict(), PredictSplit(), and Print().

◆ fSourceName

std::string BmnGemStripMLPModel::fSourceName

private

Definition at line 140 of file BmnGemStripMLPModel.h.

Referenced by Clear(), GetSourceName(), Parse(), and Print().

◆ fTestInputs

std::vector< float > BmnGemStripMLPModel::fTestInputs

private

Definition at line 158 of file BmnGemStripMLPModel.h.

Referenced by Clear(), GetTestInput(), and Parse().

◆ fTestOutputs

std::vector< float > BmnGemStripMLPModel::fTestOutputs

private

Definition at line 159 of file BmnGemStripMLPModel.h.

Referenced by Clear(), GetTestOutput(), and Parse().

◆ fTestTolerance

float BmnGemStripMLPModel::fTestTolerance

private

Definition at line 157 of file BmnGemStripMLPModel.h.

Referenced by Clear(), GetTestTolerance(), Load(), Parse(), Print(), and RunSelfTest().

◆ fWidth

int BmnGemStripMLPModel::fWidth

private

Definition at line 131 of file BmnGemStripMLPModel.h.

Referenced by Clear(), ForwardFromFirstDense(), GetWidth(), Parse(), Predict(), PredictSplit(), and Print().

◆ kMaxDim

constexpr int BmnGemStripMLPModel::kMaxDim = 1024

staticconstexpr

Definition at line 40 of file BmnGemStripMLPModel.h.

Referenced by Parse(), Predict(), and PredictSplit().

◆ kMaxWidth

constexpr int BmnGemStripMLPModel::kMaxWidth = 1024

staticconstexpr

Definition at line 39 of file BmnGemStripMLPModel.h.

Referenced by ForwardFromFirstDense(), Parse(), Predict(), and PredictSplit().

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

detectors/gem/BmnGemStripMLPModel.h
install/include/BmnGemStripMLPModel.h
detectors/gem/BmnGemStripMLPModel.cxx

Public Types

Public Member Functions

Static Public Member Functions

Static Public Attributes

Private Member Functions

Private Attributes

Detailed Description

Member Enumeration Documentation

◆ OutputActivation [1/2]

◆ OutputActivation [2/2]

Constructor & Destructor Documentation

◆ BmnGemStripMLPModel() [1/4]

◆ BmnGemStripMLPModel() [2/4]

◆ ~BmnGemStripMLPModel() [1/2]

◆ BmnGemStripMLPModel() [3/4]

◆ BmnGemStripMLPModel() [4/4]

◆ ~BmnGemStripMLPModel() [2/2]

Member Function Documentation

◆ CheckFeatureNames() [1/2]

◆ CheckFeatureNames() [2/2]

◆ Clear() [1/2]

◆ Clear() [2/2]

◆ ClearSharedCache() [1/2]

◆ ClearSharedCache() [2/2]

◆ ForwardFromFirstDense() [1/2]

◆ ForwardFromFirstDense() [2/2]

◆ GetArchHash() [1/2]

◆ GetArchHash() [2/2]

◆ GetBuiltinDefaultPath() [1/2]

◆ GetBuiltinDefaultPath() [2/2]

◆ GetCreated() [1/2]

◆ GetCreated() [2/2]

◆ GetDefaultPath() [1/2]

◆ GetDefaultPath() [2/2]

◆ GetFeatureIndex() [1/2]

◆ GetFeatureIndex() [2/2]

◆ GetFeatureNames() [1/2]

◆ GetFeatureNames() [2/2]

◆ GetFilePath() [1/2]

◆ GetFilePath() [2/2]

◆ GetInputDim() [1/2]

◆ GetInputDim() [2/2]

◆ GetLayerNormEpsilon() [1/2]

◆ GetLayerNormEpsilon() [2/2]

◆ GetLeakyReLUSlope() [1/2]

◆ GetLeakyReLUSlope() [2/2]

◆ GetNBlocks() [1/2]

◆ GetNBlocks() [2/2]

◆ GetNParams() [1/2]

◆ GetNParams() [2/2]

◆ GetNTests() [1/2]

◆ GetNTests() [2/2]

◆ GetOutputActivation() [1/2]

◆ GetOutputActivation() [2/2]

◆ GetOutputDim() [1/2]

◆ GetOutputDim() [2/2]

◆ GetShared() [1/2]

◆ GetShared() [2/2]

◆ GetSourceName() [1/2]

◆ GetSourceName() [2/2]

◆ GetTestInput() [1/2]

◆ GetTestInput() [2/2]

◆ GetTestOutput() [1/2]

◆ GetTestOutput() [2/2]

◆ GetTestTolerance() [1/2]

◆ GetTestTolerance() [2/2]

◆ GetWidth() [1/2]

◆ GetWidth() [2/2]

◆ IsLoaded() [1/2]

◆ IsLoaded() [2/2]

◆ Load() [1/2]

◆ Load() [2/2]

◆ Parse() [1/2]

◆ Parse() [2/2]

◆ Predict() [1/4]

◆ Predict() [2/4]

◆ Predict() [3/4]

◆ Predict() [4/4]

◆ PredictSplit() [1/2]

◆ PredictSplit() [2/2]