Method Alloc

Alloc(TensorShape, DataType, DeviceType, AllocScope)

Allocates a tensor of a given shape, data type on a given device type, and given scope.

Declaration

Tensor Alloc(TensorShape shape, DataType dataType, DeviceType deviceType, AllocScope scope = AllocScope.LayerOutput)

Parameters

Type	Name	Description
TensorShape	shape	The shape of the tensor.
DataType	dataType	The data type of the tensor.
DeviceType	deviceType	The device type to allocate the tensor on.
AllocScope	scope	Whether the tensor is an output from a layer or internal to the layer.

Returns

Type	Description
Tensor	The allocated tensor.

Alloc(TensorShape, DataType, ITensorData, AllocScope)

Allocates a tensor of a given shape, data type, and a given scope from an existing ITensorData buffer.

Declaration

Tensor Alloc(TensorShape shape, DataType dataType, ITensorData buffer, AllocScope scope = AllocScope.LayerOutput)

Parameters

Type	Name	Description
TensorShape	shape	The shape of the tensor.
DataType	dataType	The data type of the tensor.
ITensorData	buffer	The buffer to use for the tensor.
AllocScope	scope	Whether the tensor is an output from a layer or internal to the layer.

Returns

Type	Description
Tensor	The allocated tensor.