Device
Device class describes the device a given allocation resides in.
Usually host ("cpu") or GPU ("cuda") memory.
When a system contains multiple GPU devices, specific GPU devices can be identified by including their ordinal index number.
For example, to reference the second GPU in a system "cuda:1" can be used.
By default, when "cuda" is provided, it is assumed to be "cuda:0" or the first GPU enumerated by the system.
Properties
id
Gets the identity, or ordinal, of the device.
When the device is the HOST, this value is always 0.
When the device is a GPU, this value identifies a specific GPU.
kind
Gets the DeviceKind of device the instance references.