Is there any methods to change [1,512,1,1] to [1,512,2,2] tensor. I know it is not possible just by changing the dimensions. Are there any ways using concat or stack with PyTorch (torch.stack, torch.cat)
I make tensor with following code
a = torch.rand([1,512,1,1])
How can I change this to tensor with dimension [1,512,2,2]
That would be with torch.repeat, this will copy the data:
>>> a = a.repeat(1, 1, 2, 2)
If you do not wish to copy the data, then use torch.expand:
>>> a = a.expand(-1, -1, 2, 2)