space_to_depth(data: _pyngraph.Node, mode: str, block_size: int = 1, name: str = None) → _pyngraph.Node¶
Perform SpaceToDepth operation on the input tensor.
SpaceToDepth rearranges blocks of spatial data into depth. The operator returns a copy of the input tensor where values from the height and width dimensions are moved to the depth dimension.
data – The node with data tensor.
Specifies how the output depth dimension is gathered from block coordinates.
blocks_first: The output depth is gathered from [block_size, …, block_size, C] depth_first: The output depth is gathered from [C, block_size, …, block_size]
block_size – The size of the block of values to be moved. Scalar value.
name – Optional output node name.
The new node performing a SpaceToDepth operation on input tensor.