basic::tensorflow_manager Namespace Reference

Classes
class	RosettaTensorflowManager
	A manager class for loading Tensorflow sessions and controlling mapping to the CPU or GPU. More...
class	RosettaTensorflowProtocolBase
	A pure virtual base class for storing Tensorflow sessions and the code for executing them and returning a result. Derived classes will be protocol-specific, and will accept a RosettaTensorflowInput and produce a RosettaTensorflowOutput. More...
class	RosettaTensorflowTensorContainer
struct	TFDataTypeDetector
struct	TFDataTypeDetector< float >
struct	TFDataTypeDetector< double >
struct	TFDataTypeDetector< bool >
struct	TFDataTypeDetector< int >
struct	TFDataTypeDetector< unsigned int >
struct	TFDataTypeDetector< long int >
struct	TFDataTypeDetector< unsigned long int >

Typedefs
typedef std::chrono::high_resolution_clock	ROSETTA_TENSORFLOW_CLOCK
using	RosettaTensorflowManagerOP = utility::pointer::shared_ptr< RosettaTensorflowManager >
using	RosettaTensorflowManagerCOP = utility::pointer::shared_ptr< RosettaTensorflowManager const >
using	RosettaTensorflowProtocolBaseOP = utility::pointer::shared_ptr< RosettaTensorflowProtocolBase >
using	RosettaTensorflowProtocolBaseCOP = utility::pointer::shared_ptr< RosettaTensorflowProtocolBase const >
using	RosettaTensorflowSessionContainerOP = utility::pointer::shared_ptr< RosettaTensorflowSessionContainer >
using	RosettaTensorflowSessionContainerCOP = utility::pointer::shared_ptr< RosettaTensorflowSessionContainer const >
template<typename T >
using	RosettaTensorflowTensorContainerOP = utility::pointer::shared_ptr< RosettaTensorflowTensorContainer< T > >
template<typename T >
using	RosettaTensorflowTensorContainerCOP = utility::pointer::shared_ptr< RosettaTensorflowTensorContainer< T > const >

Functions
std::string	get_tensorflow_compilation_instructions (std::string const &module_name, bool const use_single_quotations)
	Writes the following message: The <module_name> requires compilation with Tensorflow support. To compile with Tensorflow support... (Followed by instructions terminating in a carriage return character.) More...

Typedef Documentation

ROSETTA_TENSORFLOW_CLOCK

typedef std::chrono::high_resolution_clock basic::tensorflow_manager::ROSETTA_TENSORFLOW_CLOCK

RosettaTensorflowManagerCOP

using basic::tensorflow_manager::RosettaTensorflowManagerCOP = typedef utility::pointer::shared_ptr< RosettaTensorflowManager const >

RosettaTensorflowManagerOP

using basic::tensorflow_manager::RosettaTensorflowManagerOP = typedef utility::pointer::shared_ptr< RosettaTensorflowManager >

RosettaTensorflowProtocolBaseCOP

using basic::tensorflow_manager::RosettaTensorflowProtocolBaseCOP = typedef utility::pointer::shared_ptr< RosettaTensorflowProtocolBase const >

RosettaTensorflowProtocolBaseOP

using basic::tensorflow_manager::RosettaTensorflowProtocolBaseOP = typedef utility::pointer::shared_ptr< RosettaTensorflowProtocolBase >

RosettaTensorflowSessionContainerCOP

using basic::tensorflow_manager::RosettaTensorflowSessionContainerCOP = typedef utility::pointer::shared_ptr< RosettaTensorflowSessionContainer const >

RosettaTensorflowSessionContainerOP

using basic::tensorflow_manager::RosettaTensorflowSessionContainerOP = typedef utility::pointer::shared_ptr< RosettaTensorflowSessionContainer >

RosettaTensorflowTensorContainerCOP

template<typename T >

using basic::tensorflow_manager::RosettaTensorflowTensorContainerCOP = typedef utility::pointer::shared_ptr< RosettaTensorflowTensorContainer< T > const >

RosettaTensorflowTensorContainerOP

template<typename T >

using basic::tensorflow_manager::RosettaTensorflowTensorContainerOP = typedef utility::pointer::shared_ptr< RosettaTensorflowTensorContainer< T > >

Function Documentation

get_tensorflow_compilation_instructions()

std::string basic::tensorflow_manager::get_tensorflow_compilation_instructions	(	std::string const &	module_name,
		bool const	use_single_quotations = false
	)

Writes the following message: The <module_name> requires compilation with Tensorflow support. To compile with Tensorflow support... (Followed by instructions terminating in a carriage return character.)

Note

If use_single_quotations is true, quoted strings use a single quotation (') instead of a double ("). This is necessary in the context of, for example, the RosettaScripts XSD, where double quotations are prohibited in descriptions.

References utility::replace_in().

Referenced by main().