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.
str	Name (self)
	Name of the device.
str	FullName (self)
	A full name of the device.
str	EngineName (self)
	The name of the engine supporting this device.
eVision.EasyDeepLearning.EDeepLearningDeviceType	DeviceType (self)
	The device type.
str	DeviceTypeDescription (self)
	Textual description of the device type.
int	DeviceId (self)
	A device index corresponding to the index of the device within the engine.
list[eVision._eVision.EasyDeepLearning.EDeepLearningInferencePrecision]	SupportedPrecisions (self)
	Precisions supported by the device.
eVision.EasyDeepLearning.EDeepLearningInferencePrecision	DefaultPrecision (self)
	Default precision for this device.

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()

eVision.EasyDeepLearning.EDeepLearningInferencePrecision eVision.EasyDeepLearning.EDeepLearningDevice.DefaultPrecision

(

self

)

Default precision for this device.

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

DeviceId()

int eVision.EasyDeepLearning.EDeepLearningDevice.DeviceId

(

self

)

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.EDeepLearningDeviceType eVision.EasyDeepLearning.EDeepLearningDevice.DeviceType

(

self

)

The device type.

DeviceTypeDescription()

str eVision.EasyDeepLearning.EDeepLearningDevice.DeviceTypeDescription

(

self

)

Textual description of the device type.

EngineName()

str eVision.EasyDeepLearning.EDeepLearningDevice.EngineName

(

self

)

The name of the engine supporting this device.

FullName()

str eVision.EasyDeepLearning.EDeepLearningDevice.FullName

(

self

)

A full name of 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.

Name()

str eVision.EasyDeepLearning.EDeepLearningDevice.Name

(

self

)

Name of the device.

SupportedPrecisions()

list[eVision._eVision.EasyDeepLearning.EDeepLearningInferencePrecision] eVision.EasyDeepLearning.EDeepLearningDevice.SupportedPrecisions

(

self

)

Precisions supported by the device.