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TMVA::Experimental::SOFIE::ROperator_Reshape Class Referencefinal

Definition at line 20 of file ROperator_Reshape.hxx.

Public Member Functions

 ROperator_Reshape ()
 
 ROperator_Reshape (ReshapeOpMode opMode, int attr_value, std::string nameData, std::string nameInput2, std::string nameOutput)
 
 ROperator_Reshape (ReshapeOpMode opMode, std::vector< int64_t > attrAxes, std::string nameData, std::string nameOutput)
 
std::vector< Dim > DoShapeInference (const std::vector< Dim > &input_shape, const std::vector< Dim > &target_shape)
 
std::string Generate (std::string opName) override
 
virtual std::string GenerateDeclCode ()
 
virtual std::string GenerateInitCode ()
 
virtual std::string GenerateSessionMembersCode (std::string)
 
virtual std::vector< std::string > GetBlasRoutines ()
 
std::span< const std::string_view > GetOpInputTensors () const
 
std::span< const std::string_view > GetOpOutputTensors () const
 
virtual std::vector< std::string > GetStdLibs ()
 
virtual std::string Header ()
 
void Initialize (RModel &model) override
 
bool IsOutputConstant () const
 check if the output of the operator is Constant and is evaluated at initialization time
 
std::string Name () const
 
virtual std::vector< std::vector< size_t > > ShapeInference (std::vector< std::vector< size_t > >)
 
virtual std::vector< ETensorType > TypeInference (std::vector< ETensorType >)
 

Protected Attributes

std::vector< std::string_view > fInputTensorNames
 
bool fIsOutputConstant = false
 flag to identify if operator has a constant output (no need to generate code)
 
bool fIsOutputParamShape = false
 flag to identify of the output represents a parametric shape (can be known at compile time)
 
std::vector< std::string_view > fOutputTensorNames
 
bool fUseSession = false
 flag to identify if using the session class
 
const std::string SP = " "
 space used to correctly indent the generated C++ code
 

Private Attributes

int fAllowZero = 0
 
std::vector< int64_t > fAttrAxes
 
int fAxis = 1
 
bool fDimInput = false
 
bool fDynamicShape = false
 
std::string fNData
 
std::string fNInput2
 
std::string fNOutput
 
ReshapeOpMode fOpMode = Reshape
 
std::vector< Dim > fOutputShapeData
 
std::vector< int64_t > fShape
 
std::vector< Dim > fShapeInput
 
std::vector< Dim > fShapeOutput
 
bool fVerbose = false
 

#include <TMVA/ROperator_Reshape.hxx>

Inheritance diagram for TMVA::Experimental::SOFIE::ROperator_Reshape:
TMVA::Experimental::SOFIE::ROperator

Constructor & Destructor Documentation

◆ ROperator_Reshape() [1/3]

TMVA::Experimental::SOFIE::ROperator_Reshape::ROperator_Reshape ( )
inline

Definition at line 52 of file ROperator_Reshape.hxx.

◆ ROperator_Reshape() [2/3]

TMVA::Experimental::SOFIE::ROperator_Reshape::ROperator_Reshape ( ReshapeOpMode opMode,
int attr_value,
std::string nameData,
std::string nameInput2,
std::string nameOutput )
inline

Definition at line 53 of file ROperator_Reshape.hxx.

◆ ROperator_Reshape() [3/3]

TMVA::Experimental::SOFIE::ROperator_Reshape::ROperator_Reshape ( ReshapeOpMode opMode,
std::vector< int64_t > attrAxes,
std::string nameData,
std::string nameOutput )
inline

Definition at line 69 of file ROperator_Reshape.hxx.

Member Function Documentation

◆ DoShapeInference()

std::vector< Dim > TMVA::Experimental::SOFIE::ROperator_Reshape::DoShapeInference ( const std::vector< Dim > & input_shape,
const std::vector< Dim > & target_shape )
inline

Definition at line 80 of file ROperator_Reshape.hxx.

◆ Generate()

std::string TMVA::Experimental::SOFIE::ROperator_Reshape::Generate ( std::string opName)
inlineoverridevirtual

Implements TMVA::Experimental::SOFIE::ROperator.

Definition at line 348 of file ROperator_Reshape.hxx.

◆ GenerateDeclCode()

virtual std::string TMVA::Experimental::SOFIE::ROperator::GenerateDeclCode ( )
inlinevirtualinherited

Reimplemented in TMVA::Experimental::SOFIE::ROperator_Random.

Definition at line 31 of file ROperator.hxx.

◆ GenerateInitCode()

virtual std::string TMVA::Experimental::SOFIE::ROperator::GenerateInitCode ( )
inlinevirtualinherited

Reimplemented in TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >, TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_ConvTranspose< T >, TMVA::Experimental::SOFIE::ROperator_Einsum< T >, TMVA::Experimental::SOFIE::ROperator_Expand< T >, TMVA::Experimental::SOFIE::ROperator_Identity< T >, TMVA::Experimental::SOFIE::ROperator_LayerNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, TMVA::Experimental::SOFIE::ROperator_Random, TMVA::Experimental::SOFIE::ROperator_ScatterElements, and TMVA::Experimental::SOFIE::ROperator_Where< T >.

Definition at line 29 of file ROperator.hxx.

◆ GenerateSessionMembersCode()

virtual std::string TMVA::Experimental::SOFIE::ROperator::GenerateSessionMembersCode ( std::string )
inlinevirtualinherited

Reimplemented in TMVA::Experimental::SOFIE::ROperator_LSTM< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, TMVA::Experimental::SOFIE::ROperator_RNN< T >, and TMVA::Experimental::SOFIE::ROperator_NonZero< T >.

Definition at line 33 of file ROperator.hxx.

◆ GetBlasRoutines()

virtual std::vector< std::string > TMVA::Experimental::SOFIE::ROperator::GetBlasRoutines ( )
inlinevirtualinherited

Reimplemented in TMVA::Experimental::SOFIE::ROperator_BatchNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_ConvTranspose< T >, TMVA::Experimental::SOFIE::ROperator_Einsum< T >, TMVA::Experimental::SOFIE::ROperator_Gemm< T >, TMVA::Experimental::SOFIE::ROperator_GRU< T >, TMVA::Experimental::SOFIE::ROperator_LayerNormalization< T >, TMVA::Experimental::SOFIE::ROperator_LSTM< T >, and TMVA::Experimental::SOFIE::ROperator_RNN< T >.

Definition at line 22 of file ROperator.hxx.

◆ GetOpInputTensors()

std::span< const std::string_view > TMVA::Experimental::SOFIE::ROperator::GetOpInputTensors ( ) const
inlineinherited

Definition at line 54 of file ROperator.hxx.

◆ GetOpOutputTensors()

std::span< const std::string_view > TMVA::Experimental::SOFIE::ROperator::GetOpOutputTensors ( ) const
inlineinherited

Definition at line 58 of file ROperator.hxx.

◆ GetStdLibs()

virtual std::vector< std::string > TMVA::Experimental::SOFIE::ROperator::GetStdLibs ( )
inlinevirtualinherited

Reimplemented in TMVA::Experimental::SOFIE::ROperator_Basic_Is< Op >, TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BasicNary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BasicUnary< T, Op >, TMVA::Experimental::SOFIE::ROperator_Erf< T >, TMVA::Experimental::SOFIE::ROperator_Gelu, TMVA::Experimental::SOFIE::ROperator_LayerNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Random, TMVA::Experimental::SOFIE::ROperator_Selu< T >, TMVA::Experimental::SOFIE::ROperator_Sigmoid< T >, TMVA::Experimental::SOFIE::ROperator_Softmax, TMVA::Experimental::SOFIE::ROperator_Swish< T >, and TMVA::Experimental::SOFIE::ROperator_Tanh< T >.

Definition at line 23 of file ROperator.hxx.

◆ Header()

virtual std::string TMVA::Experimental::SOFIE::ROperator::Header ( )
inlinevirtualinherited

Definition at line 34 of file ROperator.hxx.

◆ Initialize()

void TMVA::Experimental::SOFIE::ROperator_Reshape::Initialize ( RModel & model)
inlineoverridevirtual

Implements TMVA::Experimental::SOFIE::ROperator.

Definition at line 253 of file ROperator_Reshape.hxx.

◆ IsOutputConstant()

bool TMVA::Experimental::SOFIE::ROperator::IsOutputConstant ( ) const
inlineinherited

check if the output of the operator is Constant and is evaluated at initialization time

Definition at line 37 of file ROperator.hxx.

◆ Name()

std::string TMVA::Experimental::SOFIE::ROperator_Reshape::Name ( ) const
inline

Definition at line 44 of file ROperator_Reshape.hxx.

◆ ShapeInference()

virtual std::vector< std::vector< size_t > > TMVA::Experimental::SOFIE::ROperator::ShapeInference ( std::vector< std::vector< size_t > > )
inlinevirtualinherited

Reimplemented in TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BasicNary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BasicUnary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BatchNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Cast, TMVA::Experimental::SOFIE::ROperator_Comparision< T, Op >, TMVA::Experimental::SOFIE::ROperator_Constant< T >, TMVA::Experimental::SOFIE::ROperator_Einsum< T >, TMVA::Experimental::SOFIE::ROperator_Elu< T >, TMVA::Experimental::SOFIE::ROperator_Erf< T >, TMVA::Experimental::SOFIE::ROperator_EyeLike, TMVA::Experimental::SOFIE::ROperator_Gather, TMVA::Experimental::SOFIE::ROperator_Gemm< T >, TMVA::Experimental::SOFIE::ROperator_Identity< T >, TMVA::Experimental::SOFIE::ROperator_LayerNormalization< T >, TMVA::Experimental::SOFIE::ROperator_LeakyRelu< T >, TMVA::Experimental::SOFIE::ROperator_LSTM< T >, TMVA::Experimental::SOFIE::ROperator_Pad< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, TMVA::Experimental::SOFIE::ROperator_Random, TMVA::Experimental::SOFIE::ROperator_Relu< T >, TMVA::Experimental::SOFIE::ROperator_RNN< T >, TMVA::Experimental::SOFIE::ROperator_Selu< T >, TMVA::Experimental::SOFIE::ROperator_Sigmoid< T >, TMVA::Experimental::SOFIE::ROperator_Softmax, TMVA::Experimental::SOFIE::ROperator_Split, TMVA::Experimental::SOFIE::ROperator_If, TMVA::Experimental::SOFIE::ROperator_Swish< T >, TMVA::Experimental::SOFIE::ROperator_Tanh< T >, TMVA::Experimental::SOFIE::ROperator_Transpose, TMVA::Experimental::SOFIE::ROperator_Where< T >, TMVA::Experimental::SOFIE::ROperator_Concat, TMVA::Experimental::SOFIE::ROperator_ConvTranspose< T >, TMVA::Experimental::SOFIE::ROperator_Custom< T >, and TMVA::Experimental::SOFIE::ROperator_GRU< T >.

Definition at line 24 of file ROperator.hxx.

◆ TypeInference()

virtual std::vector< ETensorType > TMVA::Experimental::SOFIE::ROperator::TypeInference ( std::vector< ETensorType > )
inlinevirtualinherited

Reimplemented in TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BasicNary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BasicUnary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BatchNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Cast, TMVA::Experimental::SOFIE::ROperator_Comparision< T, Op >, TMVA::Experimental::SOFIE::ROperator_Concat, TMVA::Experimental::SOFIE::ROperator_Constant< T >, TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_ConvTranspose< T >, TMVA::Experimental::SOFIE::ROperator_Einsum< T >, TMVA::Experimental::SOFIE::ROperator_Elu< T >, TMVA::Experimental::SOFIE::ROperator_Erf< T >, TMVA::Experimental::SOFIE::ROperator_EyeLike, TMVA::Experimental::SOFIE::ROperator_Gather, TMVA::Experimental::SOFIE::ROperator_Gemm< T >, TMVA::Experimental::SOFIE::ROperator_Identity< T >, TMVA::Experimental::SOFIE::ROperator_LayerNormalization< T >, TMVA::Experimental::SOFIE::ROperator_LeakyRelu< T >, TMVA::Experimental::SOFIE::ROperator_LSTM< T >, TMVA::Experimental::SOFIE::ROperator_Pad< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, TMVA::Experimental::SOFIE::ROperator_Random, TMVA::Experimental::SOFIE::ROperator_Relu< T >, TMVA::Experimental::SOFIE::ROperator_RNN< T >, TMVA::Experimental::SOFIE::ROperator_Selu< T >, TMVA::Experimental::SOFIE::ROperator_Sigmoid< T >, TMVA::Experimental::SOFIE::ROperator_Softmax, TMVA::Experimental::SOFIE::ROperator_Split, TMVA::Experimental::SOFIE::ROperator_If, TMVA::Experimental::SOFIE::ROperator_Swish< T >, TMVA::Experimental::SOFIE::ROperator_Tanh< T >, TMVA::Experimental::SOFIE::ROperator_Tile< T >, TMVA::Experimental::SOFIE::ROperator_TopK< T >, TMVA::Experimental::SOFIE::ROperator_Transpose, TMVA::Experimental::SOFIE::ROperator_Where< T >, TMVA::Experimental::SOFIE::ROperator_Custom< T >, and TMVA::Experimental::SOFIE::ROperator_GRU< T >.

Definition at line 25 of file ROperator.hxx.

Member Data Documentation

◆ fAllowZero

int TMVA::Experimental::SOFIE::ROperator_Reshape::fAllowZero = 0
private

Definition at line 30 of file ROperator_Reshape.hxx.

◆ fAttrAxes

std::vector<int64_t> TMVA::Experimental::SOFIE::ROperator_Reshape::fAttrAxes
private

Definition at line 39 of file ROperator_Reshape.hxx.

◆ fAxis

int TMVA::Experimental::SOFIE::ROperator_Reshape::fAxis = 1
private

Definition at line 31 of file ROperator_Reshape.hxx.

◆ fDimInput

bool TMVA::Experimental::SOFIE::ROperator_Reshape::fDimInput = false
private

Definition at line 26 of file ROperator_Reshape.hxx.

◆ fDynamicShape

bool TMVA::Experimental::SOFIE::ROperator_Reshape::fDynamicShape = false
private

Definition at line 27 of file ROperator_Reshape.hxx.

◆ fInputTensorNames

std::vector<std::string_view> TMVA::Experimental::SOFIE::ROperator::fInputTensorNames
mutableprotectedinherited

Definition at line 50 of file ROperator.hxx.

◆ fIsOutputConstant

bool TMVA::Experimental::SOFIE::ROperator::fIsOutputConstant = false
protectedinherited

flag to identify if operator has a constant output (no need to generate code)

Definition at line 47 of file ROperator.hxx.

◆ fIsOutputParamShape

bool TMVA::Experimental::SOFIE::ROperator::fIsOutputParamShape = false
protectedinherited

flag to identify of the output represents a parametric shape (can be known at compile time)

Definition at line 48 of file ROperator.hxx.

◆ fNData

std::string TMVA::Experimental::SOFIE::ROperator_Reshape::fNData
private

Definition at line 33 of file ROperator_Reshape.hxx.

◆ fNInput2

std::string TMVA::Experimental::SOFIE::ROperator_Reshape::fNInput2
private

Definition at line 34 of file ROperator_Reshape.hxx.

◆ fNOutput

std::string TMVA::Experimental::SOFIE::ROperator_Reshape::fNOutput
private

Definition at line 35 of file ROperator_Reshape.hxx.

◆ fOpMode

ReshapeOpMode TMVA::Experimental::SOFIE::ROperator_Reshape::fOpMode = Reshape
private

Definition at line 28 of file ROperator_Reshape.hxx.

◆ fOutputShapeData

std::vector<Dim> TMVA::Experimental::SOFIE::ROperator_Reshape::fOutputShapeData
private

Definition at line 38 of file ROperator_Reshape.hxx.

◆ fOutputTensorNames

std::vector<std::string_view> TMVA::Experimental::SOFIE::ROperator::fOutputTensorNames
mutableprotectedinherited

Definition at line 51 of file ROperator.hxx.

◆ fShape

std::vector<int64_t> TMVA::Experimental::SOFIE::ROperator_Reshape::fShape
private

Definition at line 40 of file ROperator_Reshape.hxx.

◆ fShapeInput

std::vector<Dim> TMVA::Experimental::SOFIE::ROperator_Reshape::fShapeInput
private

Definition at line 36 of file ROperator_Reshape.hxx.

◆ fShapeOutput

std::vector<Dim> TMVA::Experimental::SOFIE::ROperator_Reshape::fShapeOutput
private

Definition at line 37 of file ROperator_Reshape.hxx.

◆ fUseSession

bool TMVA::Experimental::SOFIE::ROperator::fUseSession = false
protectedinherited

flag to identify if using the session class

Definition at line 46 of file ROperator.hxx.

◆ fVerbose

bool TMVA::Experimental::SOFIE::ROperator_Reshape::fVerbose = false
private

Definition at line 25 of file ROperator_Reshape.hxx.

◆ SP

const std::string TMVA::Experimental::SOFIE::ROperator::SP = " "
protectedinherited

space used to correctly indent the generated C++ code

Definition at line 45 of file ROperator.hxx.

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