SpaceToDepth#
SpaceToDepth - 13#
Version#
name: SpaceToDepth (GitHub)
domain:
main
since_version:
13
function:
False
support_level:
SupportType.COMMON
shape inference:
True
This version of the operator has been available since version 13.
Summary#
SpaceToDepth rearranges blocks of spatial data into depth. More specifically, this op outputs a copy of the input tensor where values from the height and width dimensions are moved to the depth dimension.
Attributes#
blocksize - INT (required) :
Blocks of [blocksize, blocksize] are moved.
Inputs#
input (heterogeneous) - T:
Input tensor of [N,C,H,W], where N is the batch axis, C is the channel or depth, H is the height and W is the width.
Outputs#
output (heterogeneous) - T:
Output tensor of [N, C * blocksize * blocksize, H/blocksize, W/blocksize].
Type Constraints#
T in (
tensor(bfloat16)
,tensor(bool)
,tensor(complex128)
,tensor(complex64)
,tensor(double)
,tensor(float)
,tensor(float16)
,tensor(int16)
,tensor(int32)
,tensor(int64)
,tensor(int8)
,tensor(string)
,tensor(uint16)
,tensor(uint32)
,tensor(uint64)
,tensor(uint8)
):Constrain input and output types to all tensor types.
SpaceToDepth - 1#
Version#
name: SpaceToDepth (GitHub)
domain:
main
since_version:
1
function:
False
support_level:
SupportType.COMMON
shape inference:
True
This version of the operator has been available since version 1.
Summary#
SpaceToDepth rearranges blocks of spatial data into depth. More specifically, this op outputs a copy of the input tensor where values from the height and width dimensions are moved to the depth dimension.
Attributes#
blocksize - INT (required) :
Blocks of [blocksize, blocksize] are moved.
Inputs#
input (heterogeneous) - T:
Input tensor of [N,C,H,W], where N is the batch axis, C is the channel or depth, H is the height and W is the width.
Outputs#
output (heterogeneous) - T:
Output tensor of [N, C * blocksize * blocksize, H/blocksize, W/blocksize].
Type Constraints#
T in (
tensor(bool)
,tensor(complex128)
,tensor(complex64)
,tensor(double)
,tensor(float)
,tensor(float16)
,tensor(int16)
,tensor(int32)
,tensor(int64)
,tensor(int8)
,tensor(string)
,tensor(uint16)
,tensor(uint32)
,tensor(uint64)
,tensor(uint8)
):Constrain input and output types to all tensor types.