ReplicationPad3d¶
- class torch.nn.ReplicationPad3d(padding)[source]¶
Pads the input tensor using replication of the input boundary.
For N-dimensional padding, use
torch.nn.functional.pad()
.- Parameters:
padding (int, tuple) – the size of the padding. If is int, uses the same padding in all boundaries. If a 6-tuple, uses (, , , , , )
- Shape:
Input: or .
Output: or , where
Examples:
>>> m = nn.ReplicationPad3d(3) >>> input = torch.randn(16, 3, 8, 320, 480) >>> output = m(input) >>> # using different paddings for different sides >>> m = nn.ReplicationPad3d((3, 3, 6, 6, 1, 1)) >>> output = m(input)