April 16, 2024, 3:09 a.m. | Super Kai (Kazuya Ito)

DEV Community dev.to

tile() can repeat the zero or more elements of a 0D or more D tensor as shown below:


*Memos:




  • tile() can be called both from torch and a tensor.

  • The 2nd argument is one or more dimensions(dims) with torch.

  • The 1st argument or the 1st argument... is one or more dimensions(dims) with a tensor.

  • If at least one dimension is 0, the returned tensor is empty.


1D tensor:



import torch

my_tensor = torch.tensor([3, 5, 1])

torch.tile(my_tensor, (0,))
my_tensor.tile((0,))
my_tensor.tile(0)
# …

dimensions memos pytorch repeat tensor tile torch

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