eVision.EasyDeepLearning.EDeepLearningDevice Class Reference

Class representing a device that can run a neural network. More...

Public Member Functions
None	__init__ (self)
	Default constructor.
None	__init__ (self, eVision.EasyDeepLearning.EDeepLearningDevice other)
	Copy constructor.
bool	HasTrainingCapability (self)
	Whether the device can perform training or not.
bool	HasInferenceCapability (self)
	Whether the device can perform inference or not.
bool	IsPrecisionSupported (self, eVision.EasyDeepLearning.EDeepLearningInferencePrecision precision)
	Whether the given precision is supported by the device or not.
bool	IsValid (self)
	Whether this instance represents a usable device or not.

Protected Member Functions
str	_Name__getter (self)
	\cond
str	_FullName__getter (self)
	\cond
str	_EngineName__getter (self)
	\cond
eVision.EasyDeepLearning.EDeepLearningDeviceType	_DeviceType__getter (self)
	\cond
str	_DeviceTypeDescription__getter (self)
	\cond
int	_DeviceId__getter (self)
	\cond
list[eVision._eVision.EasyDeepLearning.EDeepLearningInferencePrecision]	_SupportedPrecisions__getter (self)
	\cond
eVision.EasyDeepLearning.EDeepLearningInferencePrecision	_DefaultPrecision__getter (self)
	\cond

Properties
	Name = property(_Name__getter, None)
	\endcond
	FullName = property(_FullName__getter, None)
	\endcond
	EngineName = property(_EngineName__getter, None)
	\endcond
	DeviceType = property(_DeviceType__getter, None)
	\endcond
	DeviceTypeDescription = property(_DeviceTypeDescription__getter, None)
	\endcond
	DeviceId = property(_DeviceId__getter, None)
	\endcond
	SupportedPrecisions = property(_SupportedPrecisions__getter, None)
	\endcond
	DefaultPrecision = property(_DefaultPrecision__getter, None)
	\endcond

Detailed Description

Class representing a device that can run a neural network.

A device is fully described by its eVision.EasyDeepLearning.EDeepLearningDevice.Name and eVision.EasyDeepLearning.EDeepLearningDevice.EngineName.

The other properties are information about the device and its capabilities.

Remarks:

License(s): BasicTypes

Constructor & Destructor Documentation

__init__() [1/2]

None eVision.EasyDeepLearning.EDeepLearningDevice.__init__

(

self

)

Default constructor.

The resulting device will be invalid.

__init__() [2/2]

None eVision.EasyDeepLearning.EDeepLearningDevice.__init__	(		self,
		eVision.EasyDeepLearning.EDeepLearningDevice	other )

Copy constructor.

Parameters

other

Device to copy

Member Function Documentation

_DefaultPrecision__getter()

eVision.EasyDeepLearning.EDeepLearningInferencePrecision eVision.EasyDeepLearning.EDeepLearningDevice._DefaultPrecision__getter ( self )

protected

\cond

Default precision for this device. If supported by the device, the default precision will be FLOAT32.

_DeviceId__getter()

int eVision.EasyDeepLearning.EDeepLearningDevice._DeviceId__getter ( self )

protected

\cond

A device index corresponding to the index of the device within the engine.

With the default engine, the device index is the index of the NVIDIA GPU for example.

_DeviceType__getter()

eVision.EasyDeepLearning.EDeepLearningDeviceType eVision.EasyDeepLearning.EDeepLearningDevice._DeviceType__getter ( self )

protected

\cond

The device type.

_DeviceTypeDescription__getter()

str eVision.EasyDeepLearning.EDeepLearningDevice._DeviceTypeDescription__getter ( self )

protected

\cond

Textual description of the device type.

_EngineName__getter()

str eVision.EasyDeepLearning.EDeepLearningDevice._EngineName__getter ( self )

protected

\cond

The name of the engine supporting this device.

_FullName__getter()

str eVision.EasyDeepLearning.EDeepLearningDevice._FullName__getter ( self )

protected

\cond

A full name of the device.

_Name__getter()

str eVision.EasyDeepLearning.EDeepLearningDevice._Name__getter ( self )

protected

\cond

Name of the device.

_SupportedPrecisions__getter()

list[eVision._eVision.EasyDeepLearning.EDeepLearningInferencePrecision] eVision.EasyDeepLearning.EDeepLearningDevice._SupportedPrecisions__getter ( self )

protected

\cond

Precisions supported by the device.

HasInferenceCapability()

bool eVision.EasyDeepLearning.EDeepLearningDevice.HasInferenceCapability

(

self

)

Whether the device can perform inference or not.

HasTrainingCapability()

bool eVision.EasyDeepLearning.EDeepLearningDevice.HasTrainingCapability

(

self

)

Whether the device can perform training or not.

IsPrecisionSupported()

bool eVision.EasyDeepLearning.EDeepLearningDevice.IsPrecisionSupported	(		self,
		eVision.EasyDeepLearning.EDeepLearningInferencePrecision	precision )

Whether the given precision is supported by the device or not.

Parameters

precision

Precision to check

IsValid()

bool eVision.EasyDeepLearning.EDeepLearningDevice.IsValid

(

self

)

Whether this instance represents a usable device or not.

Property Documentation

DefaultPrecision

eVision.EasyDeepLearning.EDeepLearningDevice.DefaultPrecision = property(_DefaultPrecision__getter, None)

static

\endcond

Default precision for this device. If supported by the device, the default precision will be FLOAT32.

DeviceId

eVision.EasyDeepLearning.EDeepLearningDevice.DeviceId = property(_DeviceId__getter, None)

static

\endcond

A device index corresponding to the index of the device within the engine.

With the default engine, the device index is the index of the NVIDIA GPU for example.

DeviceType

eVision.EasyDeepLearning.EDeepLearningDevice.DeviceType = property(_DeviceType__getter, None)

static

\endcond

The device type.

DeviceTypeDescription

eVision.EasyDeepLearning.EDeepLearningDevice.DeviceTypeDescription = property(_DeviceTypeDescription__getter, None)

static

\endcond

Textual description of the device type.

EngineName

eVision.EasyDeepLearning.EDeepLearningDevice.EngineName = property(_EngineName__getter, None)

static

\endcond

The name of the engine supporting this device.

FullName

eVision.EasyDeepLearning.EDeepLearningDevice.FullName = property(_FullName__getter, None)

static

\endcond

A full name of the device.

Name

eVision.EasyDeepLearning.EDeepLearningDevice.Name = property(_Name__getter, None)

static

\endcond

Name of the device.

SupportedPrecisions

eVision.EasyDeepLearning.EDeepLearningDevice.SupportedPrecisions = property(_SupportedPrecisions__getter, None)

static

\endcond

Precisions supported by the device.