TensorFlow.h File Reference

#include "tensorflow/core/framework/tensor.h"
#include "tensorflow/core/lib/core/threadpool.h"
#include "tensorflow/core/lib/io/path.h"
#include "tensorflow/core/public/session.h"
#include "tensorflow/core/util/tensor_bundle/naming.h"
#include "tensorflow/cc/client/client_session.h"
#include "tensorflow/cc/saved_model/loader.h"
#include "tensorflow/cc/saved_model/constants.h"
#include "tensorflow/cc/saved_model/tag_constants.h"
#include "PhysicsTools/TensorFlow/interface/NoThreadPool.h"
#include "PhysicsTools/TensorFlow/interface/TBBThreadPool.h"
#include "FWCore/Utilities/interface/Exception.h"

Go to the source code of this file.

Namespaces
	tensorflow

Typedefs
typedef std::pair< std::string, Tensor >	tensorflow::NamedTensor
typedef std::vector< NamedTensor >	tensorflow::NamedTensorList

Functions
bool	tensorflow::closeSession (Session *&session)
Session *	tensorflow::createSession (GraphDef *graphDef, int nThreads=1)
Session *	tensorflow::createSession (GraphDef *graphDef, SessionOptions &sessionOptions)
Session *	tensorflow::createSession (int nThreads=1)
Session *	tensorflow::createSession (MetaGraphDef *metaGraphDef, const std::string &exportDir, int nThreads=1)
Session *	tensorflow::createSession (MetaGraphDef *metaGraphDef, const std::string &exportDir, SessionOptions &sessionOptions)
Session *	tensorflow::createSession (SessionOptions &sessionOptions)
GraphDef *	tensorflow::loadGraphDef (const std::string &pbFile)
MetaGraphDef *	tensorflow::loadMetaGraph (const std::string &exportDir, const std::string &tag, SessionOptions &sessionOptions)
MetaGraphDef *	tensorflow::loadMetaGraph (const std::string &exportDir, const std::string &tag=kSavedModelTagServe, int nThreads=1)
MetaGraphDef *	tensorflow::loadMetaGraphDef (const std::string &exportDir, const std::string &tag, SessionOptions &sessionOptions)
MetaGraphDef *	tensorflow::loadMetaGraphDef (const std::string &exportDir, const std::string &tag=kSavedModelTagServe, int nThreads=1)
void	tensorflow::run (Session *session, const NamedTensorList &inputs, const std::vector< std::string > &outputNames, std::vector< Tensor > *outputs, const std::string &threadPoolName="no_threads")
void	tensorflow::run (Session *session, const NamedTensorList &inputs, const std::vector< std::string > &outputNames, std::vector< Tensor > *outputs, const thread::ThreadPoolOptions &threadPoolOptions)
void	tensorflow::run (Session *session, const NamedTensorList &inputs, const std::vector< std::string > &outputNames, std::vector< Tensor > *outputs, thread::ThreadPoolInterface *threadPool)
void	tensorflow::run (Session *session, const std::vector< std::string > &outputNames, std::vector< Tensor > *outputs, const std::string &threadPoolName="no_threads")
void	tensorflow::setLogging (const std::string &level="3")
void	tensorflow::setThreading (SessionOptions &sessionOptions, int nThreads, const std::string &singleThreadPool)
void	tensorflow::setThreading (SessionOptions &sessionOptions, int nThreads=1)