Deeploy.DeeployTypes.TransientBuffer

class Deeploy.DeeployTypes.TransientBuffer(name: str = '', size=0)

Bases: VariableBuffer

Class to represent memory space required by kernels that is not covered by input and output tensors, e.g. im2col buffers in convolutions

Methods

__init__(name: str = '', size=0)

__init__([name, size])
alloc()	Return a string representation of the C code required to allocated this memory buffer
dealloc()	Return a string representation of the C code to deallocate/free this memory buffer at runtime
fromNode(node)
fromVariableBuffer(buffer)
init()	Return a string representation of the C code to declare this memory buffer

Attributes

size	Total BYTE size of this TransientBuffer
initTemplate	Holds the buffer's initialization code
allocTemplate	Holds the buffer's allocation code
deallocTemplate	Holds the buffer's deallocation code
name	Canonical name that this buffer is registered as in the NetworkContext
shape	Represents the dimensions of the underlying tensor as a sequence of dimension sizes

name: str

Canonical name that this buffer is registered as in the NetworkContext

Type:

str

size

Total BYTE size of this TransientBuffer

Type:

int

alloc() → str

Return a string representation of the C code required to allocated this memory buffer

Returns:

C Code to allocate this buffer

Return type:

str

dealloc() → str

Return a string representation of the C code to deallocate/free this memory buffer at runtime

Returns:

C Code to free this buffer

Return type:

str

init() → str

Return a string representation of the C code to declare this memory buffer

Returns:

C Code to declare this buffer

Return type:

str

initTemplate: NodeTemplate

Holds the buffer’s initialization code

Type:

NodeTemplate

allocTemplate: NodeTemplate

Holds the buffer’s allocation code

Type:

NodeTemplate

deallocTemplate: NodeTemplate

Holds the buffer’s deallocation code

Type:

NodeTemplate

shape: Sequence[int]

Represents the dimensions of the underlying tensor as a sequence of dimension sizes

Type:

Sequence[int]