RModelParser_Keras.cxx File Reference

#include "TMVA/RModelParser_Keras.h"
#include <Python.h>
#include <numpy/arrayobject.h>

Include dependency graph for RModelParser_Keras.cxx:

Namespaces
namespace	TMVA
	create variable transformations
namespace	TMVA::Experimental
namespace	TMVA::Experimental::SOFIE
namespace	TMVA::Experimental::SOFIE::PyKeras
namespace	TMVA::Experimental::SOFIE::PyKeras::INTERNAL

Macros
#define	NPY_NO_DEPRECATED_API   NPY_1_7_API_VERSION

Typedefs
using	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::KerasMethodMap = std::unordered_map<std::string, std::unique_ptr<ROperator> (*)(PyObject *fLayer)>
using	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::KerasMethodMapWithActivation = std::unordered_map<std::string, std::unique_ptr<ROperator> (*)(PyObject *fLayer)>

Functions
void	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::AddKerasLayer (RModel &rmodel, PyObject *fLayer)
	Adds equivalent ROperator with respect to Keras model layer into the referenced RModel object.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasActivation (PyObject *fLayer)
	Prepares a ROperator object for Keras activation layer.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasBatchNorm (PyObject *fLayer)
	Prepares a ROperator object for Keras BatchNorm layer.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasBinary (PyObject *fLayer)
	Prepares a ROperator object for Keras binary operations like Add, subtract, and multiply.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasConcat (PyObject *fLayer)
	Prepares a ROperator object for Keras Concat layer.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasConv (PyObject *fLayer)
	Prepares a ROperator object for Keras Conv Layer.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasDense (PyObject *fLayer)
	Prepares a ROperator object for Keras Dense Layer.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasIdentity (PyObject *fLayer)
	Prepares a ROperator object for Keras Identity and Dropout Layer.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasLeakyRelu (PyObject *fLayer)
	Prepares a ROperator object for Keras Leaky Relu activation.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasPermute (PyObject *fLayer)
	Prepares a ROperator object for Keras Permute layer.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasReLU (PyObject *fLayer)
	Prepares a ROperator object for Keras ReLU activation.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasReshape (PyObject *fLayer)
	Prepares a ROperator object for Keras Reshape layer.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasSelu (PyObject *fLayer)
	Prepares a ROperator object for Keras Selu activation.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasSigmoid (PyObject *fLayer)
	Prepares a ROperator object for Keras Sigmoid activation.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasSoftmax (PyObject *fLayer)
	Prepares a ROperator object for Keras Softmax activation.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasSwish (PyObject *fLayer)
	Prepares a ROperator object for Keras Swish activation.
std::unique_ptr< ROperator >	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::MakeKerasTanh (PyObject *fLayer)
	Prepares a ROperator object for Keras Tanh activation.
RModel	TMVA::Experimental::SOFIE::PyKeras::Parse (std::string filename, int batch_size=-1)
	Parser function for translatng Keras .h5 model into a RModel object.

Variables
static PyObject *(&	TMVA::Experimental::SOFIE::PyKeras::GetValueFromDict )(PyObject *, const char *) = PyMethodBase::GetValueFromDict
const KerasMethodMap	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::mapKerasLayer
const KerasMethodMapWithActivation	TMVA::Experimental::SOFIE::PyKeras::INTERNAL::mapKerasLayerWithActivation
static void(&	TMVA::Experimental::SOFIE::PyKeras::PyRunString )(TString, PyObject *, PyObject *) = PyMethodBase::PyRunString
static const char *(&	TMVA::Experimental::SOFIE::PyKeras::PyStringAsString )(PyObject *) = PyMethodBase::PyStringAsString

Macro Definition Documentation

NPY_NO_DEPRECATED_API

#define NPY_NO_DEPRECATED_API   NPY_1_7_API_VERSION

Definition at line 24 of file RModelParser_Keras.cxx.