permute() or movedim() can permute the dimensions of a 1D or more D tensor without losing data as shown below:
*Memos:
permute() and movedim() can be used both from torch and a tensor.
The 2nd argument of permute() is one or more dimensions with torch.
The 1st argument of permute() is one or more dimensions with a tensor.
The 2nd argument of movedim() is one or more dimensions. These must be unique with torch.
The 1st argument of movedim() is one or more dimensions with a tensor.
You need to set dimension indices to permute().
movedim() and moveaxis() are the same because moveaxis() is alias of movedim().
my_tensor = torch.tensor([[[0, 1, 2], [3, 4, 5]],
[[6, 7, 8], [9, 10, 11]],
[[12, 13, 14], [15, 16, 17]],
[[18, 19, 20], [21, 22, 23]]])
# The size is [4, 2, 3].
torch.permute(my_tensor, (0, 1, 2))
my_tensor.permute(0, 1, 2)
torch.movedim(my_tensor, 0, 0)
my_tensor.movedim(0, 0)
torch.movedim(my_tensor, 1, 0)
my_tensor.movedim(1, 0)
torch.movedim(my_tensor, 1, 1)
my_tensor.movedim(1, 1)
torch.movedim(my_tensor, –1, –1)
my_tensor.movedim(–1, –1)
torch.movedim(my_tensor, 1, 2)
my_tensor.movedim(1, 2)
torch.movedim(my_tensor, 1, –2)
my_tensor.movedim(1, –2)
torch.movedim(my_tensor, –1, 2)
my_tensor.movedim(–1, 2)
torch.movedim(my_tensor, 2, 2)
my_tensor.movedim(2, 2)
torch.movedim(my_tensor, 2, –1)
my_tensor.movedim(2, –1)
torch.movedim(my_tensor, –2, 1)
my_tensor.movedim(–2, 1)
torch.movedim(my_tensor, –2, –2)
my_tensor.movedim(–2, –2)
torch.movedim(my_tensor, (0, 1), (0, 1))
my_tensor.movedim((0, 1), (0, 1))
torch.movedim(my_tensor, (0, 1), (0, –2))
my_tensor.movedim((0, 1), (0, –2))
torch.movedim(my_tensor, (0, 1), (1, –3))
my_tensor.movedim((0, 1), (0, –3))
torch.movedim(my_tensor, (0, 1), (–3, 1))
my_tensor.movedim((0, 1), (–3, 1))
torch.movedim(my_tensor, (0, 1), (–3, –2))
my_tensor.movedim((0, 1), (–3, –2))
torch.movedim(my_tensor, (0, 2), (0, 2))
my_tensor.movedim((0, 2), (0, 2))
torch.movedim(my_tensor, (0, 2), (0, –1))
my_tensor.movedim((0, 2), (0, –1))
torch.movedim(my_tensor, (0, 2), (–3, 2))
my_tensor.movedim((0, 2), (–3, 2))
torch.movedim(my_tensor, (0, 2), (–3, –1))
my_tensor.movedim((0, 2), (–3, –1))
torch.movedim(my_tensor, (0, –1), (0, 2))
my_tensor.movedim((0, –1), (0, 2))
torch.movedim(my_tensor, (0, –1), (0, –1))
my_tensor.movedim((0, –1), (0, –1))
torch.movedim(my_tensor, (0, –1), (–3, 2))
my_tensor.movedim((0, –1), (–3, 2))
torch.movedim(my_tensor, (0, –1), (–3, –1))
my_tensor.movedim((0, –1), (–3, –1))
torch.movedim(my_tensor, (0, –2), (0, 1))
my_tensor.movedim((0, –2), (0, 1))
torch.movedim(my_tensor, (0, –2), (0, –2))
my_tensor.movedim((0, –2), (0, –2))
torch.movedim(my_tensor, (0, –2), (–3, 1))
my_tensor.movedim((0, –2), (–3, 1))
torch.movedim(my_tensor, (0, –2), (–3, –2))
my_tensor.movedim((0, –2), (–3, –2))
torch.movedim(my_tensor, (1, 0), (1, 0))
my_tensor.movedim((1, 0), (1, 0))
torch.movedim(my_tensor, (1, 0), (1, –3))
my_tensor.movedim((1, 0), (1, –3))
torch.movedim(my_tensor, (1, 0), (–2, 0))
my_tensor.movedim((1, 0), (–2, 0))
torch.movedim(my_tensor, (1, 0), (–2, –3))
my_tensor.movedim((1, 0), (–2, –3))
torch.movedim(my_tensor, (1, 2), (1, 2))
my_tensor.movedim((1, 2), (1, 2))
torch.movedim(my_tensor, (1, 2), (1, –1))
my_tensor.movedim((1, 2), (1, –1))
torch.movedim(my_tensor, (1, 2), (–2, 2))
my_tensor.movedim((1, 2), (–2, 2))
torch.movedim(my_tensor, (1, 2), (–2, –1))
my_tensor.movedim((1, 2), (–2, –1))
torch.movedim(my_tensor, (1, –1), (1, 2))
my_tensor.movedim((1, –1), (1, 2))
torch.movedim(my_tensor, (1, –1), (1, –1))
my_tensor.movedim((1, –1), (1, –1))
torch.movedim(my_tensor, (1, –1), (–2, 2))
my_tensor.movedim((1, –1), (–2, 2))
torch.movedim(my_tensor, (1, –1), (–2, –1))
my_tensor.movedim((1, –1), (–2, –1))
torch.movedim(my_tensor, (1, –3), (1, 0))
my_tensor.movedim((1, –3), (1, 0))
torch.movedim(my_tensor, (1, –3), (1, –3))
my_tensor.movedim((1, –3), (1, –3))
torch.movedim(my_tensor, (1, –3), (–2, 0))
my_tensor.movedim((1, –3), (–2, 0))
torch.movedim(my_tensor, (1, –3), (–2, –3))
my_tensor.movedim((1, –3), (–2, –3))
torch.movedim(my_tensor, (2, 0), (2, 0))
my_tensor.movedim((2, 0), (2, 0))
torch.movedim(my_tensor, (2, 0), (2, –3))
my_tensor.movedim((2, 0), (2, –3))
torch.movedim(my_tensor, (2, 0), (–1, 0))
my_tensor.movedim((2, 0), (–1, 0))
torch.movedim(my_tensor, (2, 0), (–1, –3))
my_tensor.movedim((2, 0), (–1, –3))
torch.movedim(my_tensor, (2, 1), (2, 1))
my_tensor.movedim((2, 1), (2, 1))
torch.movedim(my_tensor, (2, 1), (2, –2))
my_tensor.movedim((2, 1), (2, –2))
torch.movedim(my_tensor, (2, 1), (–1, 1))
my_tensor.movedim((2, 1), (–1, 1))
torch.movedim(my_tensor, (2, 1), (–1, –2))
my_tensor.movedim((2, 1), (–1, –2))
torch.movedim(my_tensor, (2, –2), (2, 1))
my_tensor.movedim((2, –2), (2, 1))
torch.movedim(my_tensor, (2, –2), (2, –2))
my_tensor.movedim((2, –2), (2, –2))
torch.movedim(my_tensor, (2, –2), (–1, 1))
my_tensor.movedim((2, –2), (–1, 1))
torch.movedim(my_tensor, (2, –2), (–1, –2))
my_tensor.movedim((2, –2), (–1, –2))
torch.movedim(my_tensor, (2, –3), (2, 0))
my_tensor.movedim((2, –3), (2, 0))
torch.movedim(my_tensor, (2, –3), (2, –3))
my_tensor.movedim((2, –3), (2, –3))
torch.movedim(my_tensor, (2, –3), (–1, 0))
my_tensor.movedim((2, –3), (–1, 0))
torch.movedim(my_tensor, (2, –3), (–1, –3))
my_tensor.movedim((2, –3), (–1, –3))
torch.movedim(my_tensor, (–1, 0), (2, 0))
my_tensor.movedim((–1, 0), (2, 0))
torch.movedim(my_tensor, (–1, 0), (2, –3))
my_tensor.movedim((–1, 0), (2, –3))
torch.movedim(my_tensor, (–1, 0), (–1, 0))
my_tensor.movedim((–1, 0), (–1, 0))
torch.movedim(my_tensor, (–1, 0), (–1, –3))
my_tensor.movedim((–1, 0), (–1, –3))
torch.movedim(my_tensor, (–1, 1), (2, 1))
my_tensor.movedim((–1, 1), (2, 1))
torch.movedim(my_tensor, (–1, 1), (2, –2))
my_tensor.movedim((–1, 1), (2, –2))
torch.movedim(my_tensor, (–1, 1), (–1, 1))
my_tensor.movedim((–1, 1), (–1, 1))
torch.movedim(my_tensor, (–1, 1), (–1, –2))
my_tensor.movedim((–1, 1), (–1, –2))
torch.movedim(my_tensor, (–1, –2), (2, 1))
my_tensor.movedim((–1, –2), (2, 1))
torch.movedim(my_tensor, (–1, –2), (2, –2))
my_tensor.movedim((–1, –2), (2, –2))
torch.movedim(my_tensor, (–1, –2), (–1, 1))
my_tensor.movedim((–1, –2), (–1, 1))
torch.movedim(my_tensor, (–1, –2), (–1, –2))
my_tensor.movedim((–1, –2), (–1, –2))
torch.movedim(my_tensor, (–1, –3), (2, 0))
my_tensor.movedim((–1, –3), (2, 0))
torch.movedim(my_tensor, (–1, –3), (2, –3))
my_tensor.movedim((–1, –3), (2, –3))
torch.movedim(my_tensor, (–1, –3), (–1, 0))
my_tensor.movedim((–1, –3), (–1, 0))
torch.movedim(my_tensor, (–1, –3), (–1, –3))
my_tensor.movedim((–1, –3), (–1, –3))
torch.movedim(my_tensor, (–2, 0), (1, 0))
my_tensor.movedim((–2, 0), (1, 0))
torch.movedim(my_tensor, (–2, 0), (1, –3))
my_tensor.movedim((–2, 0), (1, –3))
torch.movedim(my_tensor, (–2, 0), (–2, 0))
my_tensor.movedim((–2, 0), (–2, 0))
torch.movedim(my_tensor, (–2, 0), (–2, –3))
my_tensor.movedim((–2, 0), (–2, –3))
torch.movedim(my_tensor, (–2, 2), (1, 2))
my_tensor.movedim((–2, 2), (1, 2))
torch.movedim(my_tensor, (–2, 2), (1, –1))
my_tensor.movedim((–2, 2), (1, –1))
torch.movedim(my_tensor, (–2, 2), (–2, 2))
my_tensor.movedim((–2, 2), (–2, 2))
torch.movedim(my_tensor, (–2, 2), (–2, –1))
my_tensor.movedim((–2, 2), (–2, –1))
torch.movedim(my_tensor, (–2, –1), (–2, 2))
my_tensor.movedim((–2, –1), (–2, 2))
torch.movedim(my_tensor, (–2, –1), (–2, –1))
my_tensor.movedim((–2, –1), (–2, –1))
torch.movedim(my_tensor, (–2, –3), (1, 0))
my_tensor.movedim((–2, –3), (1, 0))
torch.movedim(my_tensor, (–2, –3), (1, –3))
my_tensor.movedim((–2, –3), (1, –3))
torch.movedim(my_tensor, (–2, –3), (–2, 0))
my_tensor.movedim((–2, –3), (–2, 0))
torch.movedim(my_tensor, (–2, –3), (–2, –3))
my_tensor.movedim((–2, –3), (–2, –3))
torch.movedim(my_tensor, (–3, 1), (0, 1))
my_tensor.movedim((–3, 1), (0, 1))
torch.movedim(my_tensor, (–3, 1), (0, –2))
my_tensor.movedim((–3, 1), (0, –2))
torch.movedim(my_tensor, (–3, 1), (–3, 1))
my_tensor.movedim((–3, 1), (–3, 1))
torch.movedim(my_tensor, (–3, 1), (–3, –2))
my_tensor.movedim((–3, 1), (–3, –2))
torch.movedim(my_tensor, (–3, 2), (0, 2))
my_tensor.movedim((–3, 2), (0, 2))
torch.movedim(my_tensor, (–3, 2), (0, –1))
my_tensor.movedim((–3, 2), (0, –1))
torch.movedim(my_tensor, (–3, 2), (–3, 2))
my_tensor.movedim((–3, 2), (–3, 2))
torch.movedim(my_tensor, (–3, 2), (–3, –1))
my_tensor.movedim((–3, 2), (–3, –1))
torch.movedim(my_tensor, (–3, –1), (0, 2))
my_tensor.movedim((–3, –1), (0, 2))
torch.movedim(my_tensor, (–3, –1), (0, –1))
my_tensor.movedim((–3, –1), (0, –1))
torch.movedim(my_tensor, (–3, –1), (–3, 2))
my_tensor.movedim((–3, –1), (–3, 2))
torch.movedim(my_tensor, (–3, –1), (–3, –1))
my_tensor.movedim((–3, –1), (–3, –1))
torch.movedim(my_tensor, (–3, –2), (0, 1))
my_tensor.movedim((–3, –2), (0, 1))
torch.movedim(my_tensor, (–3, –2), (0, –2))
my_tensor.movedim((–3, –2), (0, –2))
torch.movedim(my_tensor, (–3, –2), (1, –3))
my_tensor.movedim((–3, –2), (1, –3))
torch.movedim(my_tensor, (–3, –2), (–3, 1))
my_tensor.movedim((–3, –2), (–3, 1))
torch.movedim(my_tensor, (–3, –2), (–3, –2))
my_tensor.movedim((–3, –2), (–3, –2))
# tensor([[[0, 1, 2], [3, 4, 5]],
# [[6, 7, 8], [9, 10, 11]],
# [[12, 13, 14], [15, 16, 17]],
# [[18, 19, 20], [21, 22, 23]]])
# The size is [4, 2, 3].
torch.permute(my_tensor, (2, 0, 1))
my_tensor.permute(2, 0, 1)
torch.movedim(my_tensor, –1, 0)
my_tensor.movedim(–1, 0)
torch.movedim(my_tensor, 2, 0)
my_tensor.movedim(2, 0)
torch.movedim(my_tensor, (1,), (2,))
my_tensor.movedim((1,), (2,))
torch.movedim(my_tensor, (1,), (–1,))
my_tensor.movedim((1,), (–1,))
torch.movedim(my_tensor, (2,), (1,))
my_tensor.movedim((2,), (1,))
torch.movedim(my_tensor, (2,), (–2,))
my_tensor.movedim((2,), (–2,))
torch.movedim(my_tensor, (–1,), (1,))
my_tensor.movedim((–1,), (1,))
torch.movedim(my_tensor, (–1,), (–2,))
my_tensor.movedim((–1,), (–2,))
torch.movedim(my_tensor, (–2,), (2,))
my_tensor.movedim((–2,), (2,))
torch.movedim(my_tensor, (–2,), (–1,))
my_tensor.movedim((–2,), (–1,))
torch.movedim(my_tensor, (0, 1), (1, 2))
my_tensor.movedim((0, 1), (1, 2))
torch.movedim(my_tensor, (0, 1), (1, –1))
my_tensor.movedim((0, 1), (1, –1))
torch.movedim(my_tensor, (0, 1), (–2, 2))
my_tensor.movedim((0, 1), (–2, 2))
torch.movedim(my_tensor, (0, 1), (–2, –1))
my_tensor.movedim((0, 1), (–2, –1))
torch.movedim(my_tensor, (0, 2), (1, 0))
my_tensor.movedim((0, 2), (1, 0))
torch.movedim(my_tensor, (0, 2), (1, –3))
my_tensor.movedim((0, 2), (1, –3))
torch.movedim(my_tensor, (0, 2), (–2, 0))
my_tensor.movedim((0, 2), (–2, 0))
torch.movedim(my_tensor, (0, 2), (–2, –3))
my_tensor.movedim((0, 2), (–2, –3))
torch.movedim(my_tensor, (0, –1), (1, 0))
my_tensor.movedim((0, –1), (1, 0))
torch.movedim(my_tensor, (0, –1), (1, –3))
my_tensor.movedim((0, –1), (1, –3))
torch.movedim(my_tensor, (0, –1), (–2, 0))
my_tensor.movedim((0, –1), (–2, 0))
torch.movedim(my_tensor, (0, –1), (–2, –3))
my_tensor.movedim((0, –1), (–2, –3))
torch.movedim(my_tensor, (0, –2), (1, 2))
my_tensor.movedim((0, –2), (1, 2))
torch.movedim(my_tensor, (0, –2), (1, –1))
my_tensor.movedim((0, –2), (1, –1))
torch.movedim(my_tensor, (0, –2), (–2, 2))
my_tensor.movedim((0, –2), (–2, 2))
torch.movedim(my_tensor, (0, –2), (–2, –1))
my_tensor.movedim((0, –2), (–2, –1))
torch.movedim(my_tensor, (1, 0), (2, 1))
my_tensor.movedim((1, 0), (2, 1))
torch.movedim(my_tensor, (1, 0), (2, –2))
my_tensor.movedim((1, 0), (2, –2))
torch.movedim(my_tensor, (1, 0), (–1, 1))
my_tensor.movedim((1, 0), (–1, 1))
torch.movedim(my_tensor, (1, 0), (–1, –2))
my_tensor.movedim((1, 0), (–1, –2))
torch.movedim(my_tensor, (1, 2), (2, 0))
my_tensor.movedim((1, 2), (2, 0))
torch.movedim(my_tensor, (1, 2), (2, –3))
my_tensor.movedim((1, 2), (2, –3))
torch.movedim(my_tensor, (1, 2), (–1, 0))
my_tensor.movedim((1, 2), (–1, 0))
torch.movedim(my_tensor, (1, 2), (–1, –3))
my_tensor.movedim((1, 2), (–1, –3))
torch.movedim(my_tensor, (1, –1), (2, 0))
my_tensor.movedim((1, –1), (2, 0))
torch.movedim(my_tensor, (1, –1), (2, –3))
my_tensor.movedim((1, –1), (2, –3))
torch.movedim(my_tensor, (1, –1), (–1, 0))
my_tensor.movedim((1, –1), (–1, 0))
torch.movedim(my_tensor, (1, –1), (–1, –3))
my_tensor.movedim((1, –1), (–1, –3))
torch.movedim(my_tensor, (1, –3), (2, 1))
my_tensor.movedim((1, –3), (2, 1))
torch.movedim(my_tensor, (1, –3), (2, –2))
my_tensor.movedim((1, –3), (2, –2))
torch.movedim(my_tensor, (1, –3), (–1, 1))
my_tensor.movedim((1, –3), (–1, 1))
torch.movedim(my_tensor, (1, –3), (–1, –2))
my_tensor.movedim((1, –3), (–1, –2))
torch.movedim(my_tensor, (2, 0), (0, 1))
my_tensor.movedim((2, 0), (0, 1))
torch.movedim(my_tensor, (2, 0), (0, –2))
my_tensor.movedim((2, 0), (0, –2))
torch.movedim(my_tensor, (2, 1), (0, 2))
my_tensor.movedim((2, 1), (0, 2))
torch.movedim(my_tensor, (2, 1), (0, –1))
my_tensor.movedim((2, 1), (0, –1))
torch.movedim(my_tensor, (2, 1), (–3, 2))
my_tensor.movedim((2, 1), (–3, 2))
torch.movedim(my_tensor, (2, 1), (–3, –1))
my_tensor.movedim((2, 1), (–3, –1))
torch.movedim(my_tensor, (2, –2), (0, 2))
my_tensor.movedim((2, –2), (0, 2))
torch.movedim(my_tensor, (2, –2), (0, –1))
my_tensor.movedim((2, –2), (0, –1))
torch.movedim(my_tensor, (2, –2), (–3, 2))
my_tensor.movedim((2, –2), (–3, 2))
torch.movedim(my_tensor, (2, –2), (–3, –1))
my_tensor.movedim((2, –2), (–3, –1))
torch.movedim(my_tensor, (2, –3), (0, 1))
my_tensor.movedim((2, –3), (0, 1))
torch.movedim(my_tensor, (2, –3), (0, –2))
my_tensor.movedim((2, –3), (0, –2))
torch.movedim(my_tensor, (2, –3), (–3, –2))
my_tensor.movedim((2, –3), (–3, –2))
torch.movedim(my_tensor, (–1, 0), (0, 1))
my_tensor.movedim((–1, 0), (0, 1))
torch.movedim(my_tensor, (–1, 0), (0, –2))
my_tensor.movedim((–1, 0), (0, –2))
torch.movedim(my_tensor, (–1, 0), (–3, 1))
my_tensor.movedim((–1, 0), (–3, 1))
torch.movedim(my_tensor, (–1, 0), (–3, –2))
my_tensor.movedim((–1, 0), (–3, –2))
torch.movedim(my_tensor, (–1, 1), (0, 2))
my_tensor.movedim((–1, 1), (0, 2))
torch.movedim(my_tensor, (–1, 1), (0, –1))
my_tensor.movedim((–1, 1), (0, –1))
torch.movedim(my_tensor, (–1, 1), (–3, 2))
my_tensor.movedim((–1, 1), (–3, 2))
torch.movedim(my_tensor, (–1, 1), (–3, –1))
my_tensor.movedim((–1, 1), (–3, –1))
torch.movedim(my_tensor, (–1, –2), (0, 2))
my_tensor.movedim((–1, –2), (0, 2))
torch.movedim(my_tensor, (–1, –2), (0, –1))
my_tensor.movedim((–1, –2), (0, –1))
torch.movedim(my_tensor, (–1, –2), (–3, 2))
my_tensor.movedim((–1, –2), (–3, 2))
torch.movedim(my_tensor, (–1, –2), (–3, –1))
my_tensor.movedim((–1, –2), (–3, –1))
torch.movedim(my_tensor, (–1, –3), (0, 1))
my_tensor.movedim((–1, –3), (0, 1))
torch.movedim(my_tensor, (–1, –3), (0, –2))
my_tensor.movedim((–1, –3), (0, –2))
torch.movedim(my_tensor, (–1, –3), (–3, 1))
my_tensor.movedim((–1, –3), (–3, 1))
torch.movedim(my_tensor, (–1, –3), (–3, –2))
my_tensor.movedim((–1, –3), (–3, –2))
torch.movedim(my_tensor, (–2, 0), (2, 1))
my_tensor.movedim((–2, 0), (2, 1))
torch.movedim(my_tensor, (–2, 0), (2, –2))
my_tensor.movedim((–2, 0), (2, –2))
torch.movedim(my_tensor, (–2, 0), (–1, 1))
my_tensor.movedim((–2, 0), (–1, 1))
torch.movedim(my_tensor, (–2, 0), (–1, –2))
my_tensor.movedim((–2, 0), (–1, –2))
torch.movedim(my_tensor, (–2, 2), (2, 0))
my_tensor.movedim((–2, 2), (2, 0))
torch.movedim(my_tensor, (–2, 2), (2, –3))
my_tensor.movedim((–2, 2), (2, –3))
torch.movedim(my_tensor, (–2, 2), (–1, 0))
my_tensor.movedim((–2, 2), (–1, 0))
torch.movedim(my_tensor, (–2, 2), (–1, –3))
my_tensor.movedim((–2, 2), (–1, –3))
torch.movedim(my_tensor, (–2, –1), (1, 2))
my_tensor.movedim((–2, –1), (1, 2))
torch.movedim(my_tensor, (–2, –1), (1, –1))
my_tensor.movedim((–2, –1), (1, –1))
torch.movedim(my_tensor, (–2, –1), (2, 0))
my_tensor.movedim((–2, –1), (2, 0))
torch.movedim(my_tensor, (–2, –1), (2, –3))
my_tensor.movedim((–2, –1), (2, –3))
torch.movedim(my_tensor, (–2, –1), (–1, 0))
my_tensor.movedim((–2, –1), (–1, 0))
torch.movedim(my_tensor, (–2, –1), (–1, –3))
my_tensor.movedim((–2, –1), (–1, –3))
torch.movedim(my_tensor, (–2, –3), (2, 1))
my_tensor.movedim((–2, –3), (2, 1))
torch.movedim(my_tensor, (–2, –3), (2, –2))
my_tensor.movedim((–2, –3), (2, –2))
torch.movedim(my_tensor, (–2, –3), (–1, 1))
my_tensor.movedim((–2, –3), (–1, 1))
torch.movedim(my_tensor, (–2, –3), (–1, –2))
my_tensor.movedim((–2, –3), (–1, –2))
torch.movedim(my_tensor, (–3, 1), (1, 2))
my_tensor.movedim((–3, 1), (1, 2))
torch.movedim(my_tensor, (–3, 1), (1, –1))
my_tensor.movedim((–3, 1), (1, –1))
torch.movedim(my_tensor, (–3, 1), (–2, 2))
my_tensor.movedim((–3, 1), (–2, 2))
torch.movedim(my_tensor, (–3, 1), (–2, –1))
my_tensor.movedim((–3, 1), (–2, –1))
torch.movedim(my_tensor, (–3, 2), (1, 0))
my_tensor.movedim((–3, 2), (1, 0))
torch.movedim(my_tensor, (–3, 2), (1, –3))
my_tensor.movedim((–3, 2), (1, –3))
torch.movedim(my_tensor, (–3, 2), (–2, 0))
my_tensor.movedim((–3, 2), (–2, 0))
torch.movedim(my_tensor, (–3, 2), (–2, –3))
my_tensor.movedim((–3, 2), (–2, –3))
torch.movedim(my_tensor, (–3, –1), (1, 0))
my_tensor.movedim((–3, –1), (1, 0))
torch.movedim(my_tensor, (–3, –1), (1, –3))
my_tensor.movedim((–3, –1), (1, –3))
torch.movedim(my_tensor, (–3, –1), (–2, 0))
my_tensor.movedim((–3, –1), (–2, 0))
torch.movedim(my_tensor, (–3, –1), (–2, –3))
my_tensor.movedim((–3, –1), (–2, –3))
torch.movedim(my_tensor, (–3, –2), (1, 2))
my_tensor.movedim((–3, –2), (1, 2))
torch.movedim(my_tensor, (–3, –2), (1, –1))
my_tensor.movedim((–3, –2), (1, –1))
torch.movedim(my_tensor, (–3, –2), (–2, –1))
my_tensor.movedim((–3, –2), (–2, –1))
# tensor([[[0, 3], [6, 9], [12, 15], [18, 21]],
# [[1, 4], [7, 10], [13, 16], [19, 22]],
# [[2, 5], [8, 11], [14, 17], [20, 23]]])
# The size is [3, 4, 2].
torch.permute(my_tensor, (1, 2, 0))
my_tensor.permute(1, 2, 0)
torch.movedim(my_tensor, 0, –1)
my_tensor.movedim(0, –1)
torch.movedim(my_tensor, 0, 2)
my_tensor.movedim(0, 2)
torch.movedim(my_tensor, (0,), (1,))
my_tensor.movedim((0,), (1,))
torch.movedim(my_tensor, (0,), (–2,))
my_tensor.movedim((0,), (–2,))
torch.movedim(my_tensor, (1,), (0,))
my_tensor.movedim((1,), (0,))
torch.movedim(my_tensor, (1,), (–3,))
my_tensor.movedim((1,), (–3,))
torch.movedim(my_tensor, (–2,), (0,))
my_tensor.movedim((–2,), (0,))
torch.movedim(my_tensor, (–2,), (–3,))
my_tensor.movedim((–2,), (–3,))
torch.movedim(my_tensor, (–3,), (1,))
my_tensor.movedim((–3,), (1,))
torch.movedim(my_tensor, (–3,), (–2,))
my_tensor.movedim((–3,), (–2,))
torch.movedim(my_tensor, (0, 1), (2, 0))
my_tensor.movedim((0, 1), (2, 0))
torch.movedim(my_tensor, (0, 1), (2, –3))
my_tensor.movedim((0, 1), (2, –3))
torch.movedim(my_tensor, (0, 1), (–1, 0))
my_tensor.movedim((0, 1), (–1, 0))
torch.movedim(my_tensor, (0, 1), (–1, –3))
my_tensor.movedim((0, 1), (–1, –3))
torch.movedim(my_tensor, (0, 2), (2, 1))
my_tensor.movedim((0, 2), (2, 1))
torch.movedim(my_tensor, (0, 2), (2, –2))
my_tensor.movedim((0, 2), (2, –2))
torch.movedim(my_tensor, (0, 2), (–1, 1))
my_tensor.movedim((0, 2), (–1, 1))
torch.movedim(my_tensor, (0, 2), (–1, –2))
my_tensor.movedim((0, 2), (–1, –2))
torch.movedim(my_tensor, (0, –1), (2, 1))
my_tensor.movedim((0, –1), (2, 1))
torch.movedim(my_tensor, (0, –1), (2, –2))
my_tensor.movedim((0, –1), (2, –2))
torch.movedim(my_tensor, (0, –1), (–1, 1))
my_tensor.movedim((0, –1), (–1, 1))
torch.movedim(my_tensor, (0, –1), (–1, –2))
my_tensor.movedim((0, –1), (–1, –2))
torch.movedim(my_tensor, (0, –2), (2, 0))
my_tensor.movedim((0, –2), (2, 0))
torch.movedim(my_tensor, (0, –2), (2, –3))
my_tensor.movedim((0, –2), (2, –3))
torch.movedim(my_tensor, (0, –2), (–1, 0))
my_tensor.movedim((0, –2), (–1, 0))
torch.movedim(my_tensor, (0, –2), (–1, –3))
my_tensor.movedim((0, –2), (–1, –3))
torch.movedim(my_tensor, (1, 0), (0, 2))
my_tensor.movedim((1, 0), (0, 2))
torch.movedim(my_tensor, (1, 0), (0, –1))
my_tensor.movedim((1, 0), (0, –1))
torch.movedim(my_tensor, (1, 0), (–3, 2))
my_tensor.movedim((1, 0), (–3, 2))
torch.movedim(my_tensor, (1, 0), (–3, –1))
my_tensor.movedim((1, 0), (–3, –1))
torch.movedim(my_tensor, (1, 2), (0, 1))
my_tensor.movedim((1, 2), (0, 1))
torch.movedim(my_tensor, (1, 2), (0, –2))
my_tensor.movedim((1, 2), (0, –2))
torch.movedim(my_tensor, (1, 2), (–3, 1))
my_tensor.movedim((1, 2), (–3, 1))
torch.movedim(my_tensor, (1, 2), (–3, –2))
my_tensor.movedim((1, 2), (–3, –2))
torch.movedim(my_tensor, (1, –1), (0, 1))
my_tensor.movedim((1, –1), (0, 1))
torch.movedim(my_tensor, (1, –1), (0, –2))
my_tensor.movedim((1, –1), (0, –2))
torch.movedim(my_tensor, (1, –1), (–3, 1))
my_tensor.movedim((1, –1), (–3, 1))
torch.movedim(my_tensor, (1, –1), (–3, –2))
my_tensor.movedim((1, –1), (–3, –2))
torch.movedim(my_tensor, (1, –3), (0, 2))
my_tensor.movedim((1, –3), (0, 2))
torch.movedim(my_tensor, (1, –3), (0, –1))
my_tensor.movedim((1, –3), (0, –1))
torch.movedim(my_tensor, (1, –3), (–3, 2))
my_tensor.movedim((1, –3), (–3, 2))
torch.movedim(my_tensor, (1, –3), (–3, –1))
my_tensor.movedim((1, –3), (–3, –1))
torch.movedim(my_tensor, (2, 0), (1, 2))
my_tensor.movedim((2, 0), (1, 2))
torch.movedim(my_tensor, (2, 0), (1, –1))
my_tensor.movedim((2, 0), (1, –1))
torch.movedim(my_tensor, (2, 0), (–2, 2))
my_tensor.movedim((2, 0), (–2, 2))
torch.movedim(my_tensor, (2, 0), (–2, –1))
my_tensor.movedim((2, 0), (–2, –1))
torch.movedim(my_tensor, (2, 1), (1, 0))
my_tensor.movedim((2, 1), (1, 0))
torch.movedim(my_tensor, (2, 1), (1, –3))
my_tensor.movedim((2, 1), (1, –3))
torch.movedim(my_tensor, (2, 1), (–2, 0))
my_tensor.movedim((2, 1), (–2, 0))
torch.movedim(my_tensor, (2, 1), (–2, –3))
my_tensor.movedim((2, 1), (–2, –3))
torch.movedim(my_tensor, (2, –2), (1, 0))
my_tensor.movedim((2, –2), (1, 0))
torch.movedim(my_tensor, (2, –2), (1, –3))
my_tensor.movedim((2, –2), (1, –3))
torch.movedim(my_tensor, (2, –2), (–2, 0))
my_tensor.movedim((2, –2), (–2, 0))
torch.movedim(my_tensor, (2, –2), (–2, –3))
my_tensor.movedim((2, –2), (–2, –3))
torch.movedim(my_tensor, (2, –3), (1, 2))
my_tensor.movedim((2, –3), (1, 2))
torch.movedim(my_tensor, (2, –3), (1, –1))
my_tensor.movedim((2, –3), (1, –1))
torch.movedim(my_tensor, (2, –3), (–2, 2))
my_tensor.movedim((2, –3), (–2, 2))
torch.movedim(my_tensor, (2, –3), (–2, –1))
my_tensor.movedim((2, –3), (–2, –1))
torch.movedim(my_tensor, (–1, 0), (1, 2))
my_tensor.movedim((–1, 0), (1, 2))
torch.movedim(my_tensor, (–1, 0), (1, –1))
my_tensor.movedim((–1, 0), (1, –1))
torch.movedim(my_tensor, (–1, 0), (–2, 2))
my_tensor.movedim((–1, 0), (–2, 2))
torch.movedim(my_tensor, (–1, 0), (–2, –1))
my_tensor.movedim((–1, 0), (–2, –1))
torch.movedim(my_tensor, (–1, 1), (1, –3))
my_tensor.movedim((–1, 1), (1, –3))
torch.movedim(my_tensor, (–1, 1), (–2, 0))
my_tensor.movedim((–1, 1), (–2, 0))
torch.movedim(my_tensor, (–1, 1), (–2, –3))
my_tensor.movedim((–1, 1), (–2, –3))
torch.movedim(my_tensor, (–1, –2), (1, 0))
my_tensor.movedim((–1, –2), (1, 0))
torch.movedim(my_tensor, (–1, –2), (1, –3))
my_tensor.movedim((–1, –2), (1, –3))
torch.movedim(my_tensor, (–1, –2), (–2, 0))
my_tensor.movedim((–1, –2), (–2, 0))
torch.movedim(my_tensor, (–1, –2), (–2, –3))
my_tensor.movedim((–1, –2), (–2, –3))
torch.movedim(my_tensor, (–1, –3), (1, 2))
my_tensor.movedim((–1, –3), (1, 2))
torch.movedim(my_tensor, (–1, –3), (1, –1))
my_tensor.movedim((–1, –3), (1, –1))
torch.movedim(my_tensor, (–1, –3), (–2, 2))
my_tensor.movedim((–1, –3), (–2, 2))
torch.movedim(my_tensor, (–1, –3), (–2, –1))
my_tensor.movedim((–1, –3), (–2, –1))
torch.movedim(my_tensor, (–2, 0), (0, 2))
my_tensor.movedim((–2, 0), (0, 2))
torch.movedim(my_tensor, (–2, 0), (0, –1))
my_tensor.movedim((–2, 0), (0, –1))
torch.movedim(my_tensor, (–2, 0), (–3, 2))
my_tensor.movedim((–2, 0), (–3, 2))
torch.movedim(my_tensor, (–2, 0), (–3, –1))
my_tensor.movedim((–2, 0), (–3, –1))
torch.movedim(my_tensor, (–2, 2), (0, 1))
my_tensor.movedim((–2, 2), (0, 1))
torch.movedim(my_tensor, (–2, 2), (0, –2))
my_tensor.movedim((–2, 2), (0, –2))
torch.movedim(my_tensor, (–2, 2), (–3, 1))
my_tensor.movedim((–2, 2), (–3, 1))
torch.movedim(my_tensor, (–2, 2), (–3, –2))
my_tensor.movedim((–2, 2), (–3, –2))
torch.movedim(my_tensor, (–2, –1), (0, 1))
my_tensor.movedim((–2, –1), (0, 1))
torch.movedim(my_tensor, (–2, –1), (0, –2))
my_tensor.movedim((–2, –1), (0, –2))
torch.movedim(my_tensor, (–2, –1), (–3, 1))
my_tensor.movedim((–2, –1), (–3, 1))
torch.movedim(my_tensor, (–2, –1), (–3, –2))
my_tensor.movedim((–2, –1), (–3, –2))
torch.movedim(my_tensor, (–2, –3), (0, 2))
my_tensor.movedim((–2, –3), (0, 2))
torch.movedim(my_tensor, (–2, –3), (0, –1))
my_tensor.movedim((–2, –3), (0, –1))
torch.movedim(my_tensor, (–2, –3), (–3, 2))
my_tensor.movedim((–2, –3), (–3, 2))
torch.movedim(my_tensor, (–2, –3), (–3, –1))
my_tensor.movedim((–2, –3), (–3, –1))
torch.movedim(my_tensor, (–3, 1), (2, 0))
my_tensor.movedim((–3, 1), (2, 0))
torch.movedim(my_tensor, (–3, 1), (2, –3))
my_tensor.movedim((–3, 1), (2, –3))
torch.movedim(my_tensor, (–3, 1), (–1, 0))
my_tensor.movedim((–3, 1), (–1, 0))
torch.movedim(my_tensor, (–3, 1), (–1, –3))
my_tensor.movedim((–3, 1), (–1, –3))
torch.movedim(my_tensor, (–3, 2), (2, 1))
my_tensor.movedim((–3, 2), (2, 1))
torch.movedim(my_tensor, (–3, 2), (2, –2))
my_tensor.movedim((–3, 2), (2, –2))
torch.movedim(my_tensor, (–3, 2), (–1, 1))
my_tensor.movedim((–3, 2), (–1, 1))
torch.movedim(my_tensor, (–3, 2), (–1, –2))
my_tensor.movedim((–3, 2), (–1, –2))
torch.movedim(my_tensor, (–3, –1), (2, 1))
my_tensor.movedim((–3, –1), (2, 1))
torch.movedim(my_tensor, (–3, –1), (2, –2))
my_tensor.movedim((–3, –1), (2, –2))
torch.movedim(my_tensor, (–3, –1), (–1, 1))
my_tensor.movedim((–3, –1), (–1, 1))
torch.movedim(my_tensor, (–3, –1), (–1, –2))
my_tensor.movedim((–3, –1), (–1, –2))
torch.movedim(my_tensor, (–3, –2), (2, 0))
my_tensor.movedim((–3, –2), (2, 0))
torch.movedim(my_tensor, (–3, –2), (2, –3))
my_tensor.movedim((–3, –2), (2, –3))
torch.movedim(my_tensor, (–3, –2), (–1, 0))
my_tensor.movedim((–3, –2), (–1, 0))
torch.movedim(my_tensor, (–3, –2), (–1, –3))
my_tensor.movedim((–3, –2), (–1, –3))
# tensor([[[0, 6, 12, 18], [1, 7, 13, 19], [2, 8, 14, 20]],
# [[3, 9, 15, 21], [4, 10, 16, 22], [5, 11, 17, 23]]])
# The size is [2, 3, 4].
torch.permute(my_tensor, (0, 2, 1))
my_tensor.permute(0, 2, 1)
torch.movedim(my_tensor, 1, 2)
my_tensor.movedim(1, 2)
torch.movedim(my_tensor, 1, –1)
my_tensor.movedim(1, –1)
torch.movedim(my_tensor, –1, 1)
my_tensor.movedim(–1, 1)
torch.movedim(my_tensor, –1, –2)
my_tensor.movedim(–1, –2)
torch.movedim(my_tensor, 2, 1)
my_tensor.movedim(2, 1)
torch.movedim(my_tensor, –2, –1)
my_tensor.movedim(–2, –1)
torch.movedim(my_tensor, 2, –2)
my_tensor.movedim(2, –2)
torch.movedim(my_tensor, –2, 2)
my_tensor.movedim(–2, 2)
torch.movedim(my_tensor, (2,), (0,))
my_tensor.movedim((2,), (0,))
torch.movedim(my_tensor, (2,), (–3,))
my_tensor.movedim((2,), (–3,))
torch.movedim(my_tensor, (–1,), (0,))
my_tensor.movedim((–1,), (0,))
torch.movedim(my_tensor, (–1,), (–3,))
my_tensor.movedim((–1,), (–3,))
torch.movedim(my_tensor, (0, 1), (0, 2))
my_tensor.movedim((0, 1), (0, 2))
torch.movedim(my_tensor, (0, 1), (0, –1))
my_tensor.movedim((0, 1), (0, –1))
torch.movedim(my_tensor, (0, 1), (–3, 2))
my_tensor.movedim((0, 1), (–3, 2))
torch.movedim(my_tensor, (0, 1), (–3, –1))
my_tensor.movedim((0, 1), (–3, –1))
torch.movedim(my_tensor, (0, 2), (0, 1))
my_tensor.movedim((0, 2), (0, 1))
torch.movedim(my_tensor, (0, 2), (0, –2))
my_tensor.movedim((0, 2), (0, –2))
torch.movedim(my_tensor, (0, 2), (–3, 1))
my_tensor.movedim((0, 2), (–3, 1))
torch.movedim(my_tensor, (0, 2), (–3, –2))
my_tensor.movedim((0, 2), (–3, –2))
torch.movedim(my_tensor, (0, –1), (0, 1))
my_tensor.movedim((0, –1), (0, 1))
torch.movedim(my_tensor, (0, –1), (0, –2))
my_tensor.movedim((0, –1), (0, –2))
torch.movedim(my_tensor, (0, –1), (–3, 1))
my_tensor.movedim((0, –1), (–3, 1))
torch.movedim(my_tensor, (0, –1), (–3, –2))
my_tensor.movedim((0, –1), (–3, –2))
torch.movedim(my_tensor, (0, –2), (0, 2))
my_tensor.movedim((0, –2), (0, 2))
torch.movedim(my_tensor, (0, –2), (0, –1))
my_tensor.movedim((0, –2), (0, –1))
torch.movedim(my_tensor, (0, –2), (–3, 2))
my_tensor.movedim((0, –2), (–3, 2))
torch.movedim(my_tensor, (0, –2), (–3, –1))
my_tensor.movedim((0, –2), (–3, –1))
torch.movedim(my_tensor, (1, 0), (2, 0))
my_tensor.movedim((1, 0), (2, 0))
torch.movedim(my_tensor, (1, 0), (2, –3))
my_tensor.movedim((1, 0), (2, –3))
torch.movedim(my_tensor, (1, 0), (–1, 0))
my_tensor.movedim((1, 0), (–1, 0))
torch.movedim(my_tensor, (1, 0), (–1, –3))
my_tensor.movedim((1, 0), (–1, –3))
torch.movedim(my_tensor, (1, 2), (2, 1))
my_tensor.movedim((1, 2), (2, 1))
torch.movedim(my_tensor, (1, 2), (2, –2))
my_tensor.movedim((1, 2), (2, –2))
torch.movedim(my_tensor, (1, 2), (–1, 1))
my_tensor.movedim((1, 2), (–1, 1))
torch.movedim(my_tensor, (1, 2), (–1, –2))
my_tensor.movedim((1, 2), (–1, –2))
torch.movedim(my_tensor, (1, –1), (2, 1))
my_tensor.movedim((1, –1), (2, 1))
torch.movedim(my_tensor, (1, –1), (2, –2))
my_tensor.movedim((1, –1), (2, –2))
torch.movedim(my_tensor, (1, –1), (–1, 1))
my_tensor.movedim((1, –1), (–1, 1))
torch.movedim(my_tensor, (1, –1), (–1, –2))
my_tensor.movedim((1, –1), (–1, –2))
torch.movedim(my_tensor, (1, –3), (2, 0))
my_tensor.movedim((1, –3), (2, 0))
torch.movedim(my_tensor, (1, –3), (2, –3))
my_tensor.movedim((1, –3), (2, –3))
torch.movedim(my_tensor, (1, –3), (–1, 0))
my_tensor.movedim((1, –3), (–1, 0))
torch.movedim(my_tensor, (1, –3), (–1, –3))
my_tensor.movedim((1, –3), (–1, –3))
torch.movedim(my_tensor, (2, 0), (1, 0))
my_tensor.movedim((2, 0), (1, 0))
torch.movedim(my_tensor, (2, 0), (1, –3))
my_tensor.movedim((2, 0), (1, –3))
torch.movedim(my_tensor, (2, 0), (–2, 0))
my_tensor.movedim((2, 0), (–2, 0))
torch.movedim(my_tensor, (2, 0), (–2, –3))
my_tensor.movedim((2, 0), (–2, –3))
torch.movedim(my_tensor, (2, 1), (1, 2))
my_tensor.movedim((2, 1), (1, 2))
torch.movedim(my_tensor, (2, 1), (1, –1))
my_tensor.movedim((2, 1), (1, –1))
torch.movedim(my_tensor, (2, 1), (–2, 2))
my_tensor.movedim((2, 1), (–2, 2))
torch.movedim(my_tensor, (2, 1), (–2, –1))
my_tensor.movedim((2, 1), (–2, –1))
torch.movedim(my_tensor, (2, –2), (1, 2))
my_tensor.movedim((2, –2), (1, 2))
torch.movedim(my_tensor, (2, –2), (1, –1))
my_tensor.movedim((2, –2), (1, –1))
torch.movedim(my_tensor, (2, –2), (–2, 2))
my_tensor.movedim((2, –2), (–2, 2))
torch.movedim(my_tensor, (2, –2), (–2, –1))
my_tensor.movedim((2, –2), (–2, –1))
torch.movedim(my_tensor, (2, –3), (1, 0))
my_tensor.movedim((2, –3), (1, 0))
torch.movedim(my_tensor, (2, –3), (1, –3))
my_tensor.movedim((2, –3), (1, –3))
torch.movedim(my_tensor, (2, –3), (–2, 0))
my_tensor.movedim((2, –3), (–2, 0))
torch.movedim(my_tensor, (2, –3), (–2, –3))
my_tensor.movedim((2, –3), (–2, –3))
torch.movedim(my_tensor, (2, –3), (–3, 1))
my_tensor.movedim((2, –3), (–3, 1))
torch.movedim(my_tensor, (–1, 0), (1, 0))
my_tensor.movedim((–1, 0), (1, 0))
torch.movedim(my_tensor, (–1, 0), (1, –3))
my_tensor.movedim((–1, 0), (1, –3))
torch.movedim(my_tensor, (–1, 0), (–2, 0))
my_tensor.movedim((–1, 0), (–2, 0))
torch.movedim(my_tensor, (–1, 0), (–2, –3))
my_tensor.movedim((–1, 0), (–2, –3))
torch.movedim(my_tensor, (–1, 1), (1, 2))
my_tensor.movedim((–1, 1), (1, 2))
torch.movedim(my_tensor, (–1, 1), (1, –1))
my_tensor.movedim((–1, 1), (1, –1))
torch.movedim(my_tensor, (–1, 1), (–2, 2))
my_tensor.movedim((–1, 1), (–2, 2))
torch.movedim(my_tensor, (–1, 1), (–2, –1))
my_tensor.movedim((–1, 1), (–2, –1))
torch.movedim(my_tensor, (–1, –2), (1, 2))
my_tensor.movedim((–1, –2), (1, 2))
torch.movedim(my_tensor, (–1, –2), (1, –1))
my_tensor.movedim((–1, –2), (1, –1))
torch.movedim(my_tensor, (–1, –2), (–2, 2))
my_tensor.movedim((–1, –2), (–2, 2))
torch.movedim(my_tensor, (–1, –2), (–2, –1))
my_tensor.movedim((–1, –2), (–2, –1))
torch.movedim(my_tensor, (–1, –3), (1, 0))
my_tensor.movedim((–1, –3), (1, 0))
torch.movedim(my_tensor, (–1, –3), (1, –3))
my_tensor.movedim((–1, –3), (1, –3))
torch.movedim(my_tensor, (–1, –3), (–2, 0))
my_tensor.movedim((–1, –3), (–2, 0))
torch.movedim(my_tensor, (–1, –3), (–2, –3))
my_tensor.movedim((–1, –3), (–2, –3))
torch.movedim(my_tensor, (–2, 0), (2, 0))
my_tensor.movedim((–2, 0), (2, 0))
torch.movedim(my_tensor, (–2, 0), (2, –3))
my_tensor.movedim((–2, 0), (2, –3))
torch.movedim(my_tensor, (–2, 0), (–1, 0))
my_tensor.movedim((–2, 0), (–1, 0))
torch.movedim(my_tensor, (–2, 0), (–1, –3))
my_tensor.movedim((–2, 0), (–1, –3))
torch.movedim(my_tensor, (–2, 2), (2, 1))
my_tensor.movedim((–2, 2), (2, 1))
torch.movedim(my_tensor, (–2, 2), (2, –2))
my_tensor.movedim((–2, 2), (2, –2))
torch.movedim(my_tensor, (–2, 2), (–1, 1))
my_tensor.movedim((–2, 2), (–1, 1))
torch.movedim(my_tensor, (–2, 2), (–1, –2))
my_tensor.movedim((–2, 2), (–1, –2))
torch.movedim(my_tensor, (–2, –1), (2, 1))
my_tensor.movedim((–2, –1), (2, 1))
torch.movedim(my_tensor, (–2, –1), (2, –2))
my_tensor.movedim((–2, –1), (2, –2))
torch.movedim(my_tensor, (–2, –1), (–1, 1))
my_tensor.movedim((–2, –1), (–1, 1))
torch.movedim(my_tensor, (–2, –1), (–1, –2))
my_tensor.movedim((–2, –1), (–1, –2))
torch.movedim(my_tensor, (–2, –3), (2, 0))
my_tensor.movedim((–2, –3), (2, 0))
torch.movedim(my_tensor, (–2, –3), (2, –3))
my_tensor.movedim((–2, –3), (2, –3))
torch.movedim(my_tensor, (–2, –3), (–1, 0))
my_tensor.movedim((–2, –3), (–1, 0))
torch.movedim(my_tensor, (–2, –3), (–1, –3))
my_tensor.movedim((–2, –3), (–1, –3))
torch.movedim(my_tensor, (–3, 1), (0, 2))
my_tensor.movedim((–3, 1), (0, 2))
torch.movedim(my_tensor, (–3, 1), (0, –1))
my_tensor.movedim((–3, 1), (0, –1))
torch.movedim(my_tensor, (–3, 1), (–3, 2))
my_tensor.movedim((–3, 1), (–3, 2))
torch.movedim(my_tensor, (–3, 1), (–3, –1))
my_tensor.movedim((–3, 1), (–3, –1))
torch.movedim(my_tensor, (–3, 2), (0, 1))
my_tensor.movedim((–3, 2), (0, 1))
torch.movedim(my_tensor, (–3, 2), (0, –2))
my_tensor.movedim((–3, 2), (0, –2))
torch.movedim(my_tensor, (–3, 2), (–3, 1))
my_tensor.movedim((–3, 2), (–3, 1))
torch.movedim(my_tensor, (–3, 2), (–3, –2))
my_tensor.movedim((–3, 2), (–3, –2))
torch.movedim(my_tensor, (–3, –1), (0, 1))
my_tensor.movedim((–3, –1), (0, 1))
torch.movedim(my_tensor, (–3, –1), (0, –2))
my_tensor.movedim((–3, –1), (0, –2))
torch.movedim(my_tensor, (–3, –1), (–3, 1))
my_tensor.movedim((–3, –1), (–3, 1))
torch.movedim(my_tensor, (–3, –1), (–3, –2))
my_tensor.movedim((–3, –1), (–3, –2))
torch.movedim(my_tensor, (–3, –2), (0, 2))
my_tensor.movedim((–3, –2), (0, 2))
torch.movedim(my_tensor, (–3, –2), (0, –1))
my_tensor.movedim((–3, –2), (0, –1))
torch.movedim(my_tensor, (–3, –2), (–2, 2))
my_tensor.movedim((–3, –2), (–2, –2))
torch.movedim(my_tensor, (–3, –2), (–3, 2))
my_tensor.movedim((–3, –2), (–3, 2))
torch.movedim(my_tensor, (–3, –2), (–3, –1))
my_tensor.movedim((–3, –2), (–3, –1))
# tensor([[[0, 3], [1, 4], [2, 5]],
# [[6, 9], [7, 10], [8, 11]],
# [[12, 15], [13, 16], [14, 17]],
# [[18, 21], [19, 22], [20, 23]]])
# The size is [4, 3, 2].
torch.permute(my_tensor, (1, 0, 2))
my_tensor.permute(1, 0, 2)
torch.movedim(my_tensor, 0, 1)
my_tensor.movedim(0, 1)
torch.movedim(my_tensor, 0, –2)
my_tensor.movedim(0, –2)
torch.movedim(my_tensor, –2, 0)
my_tensor.movedim(–2, 0)
torch.movedim(my_tensor, (0,), (2,))
my_tensor.movedim((0,), (2,))
torch.movedim(my_tensor, (0,), (–1,))
my_tensor.movedim((0,), (–1,))
torch.movedim(my_tensor, (–3,), (2,))
my_tensor.movedim((–3,), (2,))
torch.movedim(my_tensor, (–3,), (–1,))
my_tensor.movedim((–3,), (–1,))
torch.movedim(my_tensor, (0, 1), (1, 0))
my_tensor.movedim((0, 1), (1, 0))
torch.movedim(my_tensor, (0, 1), (–2, 0))
my_tensor.movedim((0, 1), (–2, 0))
torch.movedim(my_tensor, (0, 1), (–2, –3))
my_tensor.movedim((0, 1), (–2, –3))
torch.movedim(my_tensor, (0, 2), (1, 2))
my_tensor.movedim((0, 2), (1, 2))
torch.movedim(my_tensor, (0, 2), (1, –1))
my_tensor.movedim((0, 2), (1, –1))
torch.movedim(my_tensor, (0, 2), (–2, 2))
my_tensor.movedim((0, 2), (–2, 2))
torch.movedim(my_tensor, (0, 2), (–2, –1))
my_tensor.movedim((0, 2), (–2, –1))
torch.movedim(my_tensor, (1, 0), (0, 1))
my_tensor.movedim((1, 0), (0, 1))
torch.movedim(my_tensor, (0, –1), (1, 2))
my_tensor.movedim((0, –1), (1, 2))
torch.movedim(my_tensor, (0, –1), (1, –1))
my_tensor.movedim((0, –1), (1, –1))
torch.movedim(my_tensor, (0, –1), (–2, 2))
my_tensor.movedim((0, –1), (–2, 2))
torch.movedim(my_tensor, (0, –1), (–2, –1))
my_tensor.movedim((0, –1), (–2, –1))
torch.movedim(my_tensor, (0, –2), (1, 0))
my_tensor.movedim((0, –2), (1, 0))
torch.movedim(my_tensor, (0, –2), (1, –3))
my_tensor.movedim((0, –2), (1, –3))
torch.movedim(my_tensor, (0, –2), (–2, 0))
my_tensor.movedim((0, –2), (–2, 0))
torch.movedim(my_tensor, (0, –2), (–2, –3))
my_tensor.movedim((0, –2), (–2, –3))
torch.movedim(my_tensor, (1, 0), (0, 1))
my_tensor.movedim((1, 0), (0, 1))
torch.movedim(my_tensor, (1, 0), (0, –2))
my_tensor.movedim((1, 0), (0, –2))
torch.movedim(my_tensor, (1, 0), (–3, 1))
my_tensor.movedim((1, 0), (–3, 1))
torch.movedim(my_tensor, (1, 0), (–3, –2))
my_tensor.movedim((1, 0), (–3, –2))
torch.movedim(my_tensor, (1, 2), (0, 2))
my_tensor.movedim((1, 2), (0, 2))
torch.movedim(my_tensor, (1, 2), (0, –1))
my_tensor.movedim((1, 2), (0, –1))
torch.movedim(my_tensor, (1, 2), (–3, 2))
my_tensor.movedim((1, 2), (–3, –2))
torch.movedim(my_tensor, (1, 2), (–3, –1))
my_tensor.movedim((1, 2), (–3, –1))
torch.movedim(my_tensor, (1, –1), (0, 2))
my_tensor.movedim((1, –1), (0, 2))
torch.movedim(my_tensor, (1, –1), (0, –1))
my_tensor.movedim((1, –1), (0, –1))
torch.movedim(my_tensor, (1, –1), (–3, 2))
my_tensor.movedim((1, –1), (–3, 2))
torch.movedim(my_tensor, (1, –1), (–3, –1))
my_tensor.movedim((1, –1), (–3, –1))
torch.movedim(my_tensor, (1, –3), (0, 1))
my_tensor.movedim((1, –3), (0, 1))
torch.movedim(my_tensor, (1, –3), (0, –2))
my_tensor.movedim((1, –3), (0, –2))
torch.movedim(my_tensor, (1, –3), (–3, 1))
my_tensor.movedim((1, –3), (–3, 1))
torch.movedim(my_tensor, (1, –3), (–3, –2))
my_tensor.movedim((1, –3), (–3, –2))
torch.movedim(my_tensor, (2, 0), (2, 1))
my_tensor.movedim((2, 0), (2, 1))
torch.movedim(my_tensor, (2, 0), (2, –2))
my_tensor.movedim((2, 0), (2, –2))
torch.movedim(my_tensor, (2, 0), (–1, 1))
my_tensor.movedim((2, 0), (–1, 1))
torch.movedim(my_tensor, (2, 0), (–1, –2))
my_tensor.movedim((2, 0), (–1, –2))
torch.movedim(my_tensor, (2, 1), (2, 0))
my_tensor.movedim((2, 1), (2, 0))
torch.movedim(my_tensor, (2, 1), (2, –3))
my_tensor.movedim((2, 1), (2, –3))
torch.movedim(my_tensor, (2, 1), (–1, 0))
my_tensor.movedim((2, 1), (–1, 0))
torch.movedim(my_tensor, (2, 1), (–1, –3))
my_tensor.movedim((2, 1), (–1, –3))
torch.movedim(my_tensor, (2, –2), (2, 0))
my_tensor.movedim((2, –2), (2, 0))
torch.movedim(my_tensor, (2, –2), (2, –3))
my_tensor.movedim((2, –2), (2, –3))
torch.movedim(my_tensor, (2, –2), (–1, 0))
my_tensor.movedim((2, –2), (–1, 0))
torch.movedim(my_tensor, (2, –2), (–1, –3))
my_tensor.movedim((2, –2), (–1, –3))
torch.movedim(my_tensor, (2, –3), (2, 1))
my_tensor.movedim((2, –3), (2, 1))
torch.movedim(my_tensor, (2, –3), (2, –2))
my_tensor.movedim((2, –3), (2, –2))
torch.movedim(my_tensor, (2, –3), (–1, 1))
my_tensor.movedim((2, –3), (–1, 1))
torch.movedim(my_tensor, (2, –3), (–1, –2))
my_tensor.movedim((2, –3), (–1, –2))
torch.movedim(my_tensor, (–1, 0), (2, 1))
my_tensor.movedim((–1, 0), (2, 1))
torch.movedim(my_tensor, (–1, 0), (2, –2))
my_tensor.movedim((–1, 0), (2, –2))
torch.movedim(my_tensor, (–1, 0), (–1, 1))
my_tensor.movedim((–1, 0), (–1, 1))
torch.movedim(my_tensor, (–1, 0), (–1, –2))
my_tensor.movedim((–1, 0), (–1, –2))
torch.movedim(my_tensor, (–1, 1), (2, 0))
my_tensor.movedim((–1, 1), (2, 0))
torch.movedim(my_tensor, (–1, 1), (2, –3))
my_tensor.movedim((–1, 1), (2, –3))
torch.movedim(my_tensor, (–1, 1), (–1, 0))
my_tensor.movedim((–1, 1), (–1, 0))
torch.movedim(my_tensor, (–1, 1), (–1, –3))
my_tensor.movedim((–1, 1), (–1, –3))
torch.movedim(my_tensor, (–1, –2), (2, 0))
my_tensor.movedim((–1, –2), (2, 0))
torch.movedim(my_tensor, (–1, –2), (2, –3))
my_tensor.movedim((–1, –2), (2, –3))
torch.movedim(my_tensor, (–1, –2), (–1, 0))
my_tensor.movedim((–1, –2), (–1, 0))
torch.movedim(my_tensor, (–1, –2), (–1, –3))
my_tensor.movedim((–1, –2), (–1, –3))
torch.movedim(my_tensor, (–1, –3), (2, 1))
my_tensor.movedim((–1, –3), (2, 1))
torch.movedim(my_tensor, (–1, –3), (2, –2))
my_tensor.movedim((–1, –3), (2, –2))
torch.movedim(my_tensor, (–1, –3), (–1, 1))
my_tensor.movedim((–1, –3), (–1, 1))
torch.movedim(my_tensor, (–1, –3), (–1, –2))
my_tensor.movedim((–1, –3), (–1, –2))
torch.movedim(my_tensor, (–2, 0), (0, 1))
my_tensor.movedim((–2, 0), (0, 1))
torch.movedim(my_tensor, (–2, 0), (0, –2))
my_tensor.movedim((–2, 0), (0, –2))
torch.movedim(my_tensor, (–2, 0), (–3, 1))
my_tensor.movedim((–2, 0), (–3, 1))
torch.movedim(my_tensor, (–2, 0), (–3, –2))
my_tensor.movedim((–2, 0), (–3, –2))
torch.movedim(my_tensor, (–2, 2), (0, 2))
my_tensor.movedim((–2, 2), (0, 2))
torch.movedim(my_tensor, (–2, 2), (0, –1))
my_tensor.movedim((–2, 2), (0, –1))
torch.movedim(my_tensor, (–2, 2), (–3, 2))
my_tensor.movedim((–2, 2), (–3, 2))
torch.movedim(my_tensor, (–2, 2), (–3, –1))
my_tensor.movedim((–2, 2), (–3, –1))
torch.movedim(my_tensor, (–2, –1), (0, 2))
my_tensor.movedim((–2, –1), (0, 2))
torch.movedim(my_tensor, (–2, –1), (0, –1))
my_tensor.movedim((–2, –1), (0, –1))
torch.movedim(my_tensor, (–2, –1), (–3, 2))
my_tensor.movedim((–2, –1), (–3, 2))
torch.movedim(my_tensor, (–2, –1), (–3, –1))
my_tensor.movedim((–2, –1), (–3, –1))
torch.movedim(my_tensor, (–2, –3), (0, 1))
my_tensor.movedim((–2, –3), (0, 1))
torch.movedim(my_tensor, (–2, –3), (0, –2))
my_tensor.movedim((–2, –3), (0, –2))
torch.movedim(my_tensor, (–2, –3), (–3, 1))
my_tensor.movedim((–2, –3), (–3, 1))
torch.movedim(my_tensor, (–2, –3), (–3, –2))
my_tensor.movedim((–2, –3), (–3, –2))
torch.movedim(my_tensor, (–3, 1), (1, 0))
my_tensor.movedim((–3, 1), (1, 0))
torch.movedim(my_tensor, (–3, 1), (1, –3))
my_tensor.movedim((–3, 1), (1, –3))
torch.movedim(my_tensor, (–3, 1), (–2, 0))
my_tensor.movedim((–3, 1), (–2, 0))
torch.movedim(my_tensor, (–3, 1), (–2, –3))
my_tensor.movedim((–3, 1), (–2, –3))
torch.movedim(my_tensor, (–3, 2), (1, 2))
my_tensor.movedim((–3, 2), (1, 2))
torch.movedim(my_tensor, (–3, 2), (1, –1))
my_tensor.movedim((–3, 2), (1, –1))
torch.movedim(my_tensor, (–3, 2), (–2, 2))
my_tensor.movedim((–3, 2), (–2, 2))
torch.movedim(my_tensor, (–3, 2), (–2, –1))
my_tensor.movedim((–3, 2), (–2, –1))
torch.movedim(my_tensor, (–3, –1), (1, 2))
my_tensor.movedim((–3, –1), (1, 2))
torch.movedim(my_tensor, (–3, –1), (1, –1))
my_tensor.movedim((–3, –1), (1, –1))
torch.movedim(my_tensor, (–3, –1), (–2, 2))
my_tensor.movedim((–3, –1), (–2, 2))
torch.movedim(my_tensor, (–3, –1), (–2, –1))
my_tensor.movedim((–3, –1), (–2, –1))
torch.movedim(my_tensor, (–3, –2), (1, 0))
my_tensor.movedim((–3, –2), (1, 0))
torch.movedim(my_tensor, (–3, –2), (–2, 0))
my_tensor.movedim((–3, –2), (–2, 0))
torch.movedim(my_tensor, (–3, –2), (–2, –3))
my_tensor.movedim((–3, –2), (–2, –3))
# tensor([[[0, 1, 2], [6, 7, 8], [12, 13, 14], [18, 19, 20]],
# [[3, 4, 5], [9, 10, 11], [15, 16, 17], [21, 22, 23]]])
# The size is [2, 4, 3].
torch.permute(my_tensor, (2, 1, 0))
my_tensor.permute(2, 1, 0)
torch.movedim(my_tensor, (0,), (0,))
my_tensor.movedim((0,), (0,))
torch.movedim(my_tensor, (0,), (–3,))
my_tensor.movedim((0,), (–3,))
torch.movedim(my_tensor, (1,), (1,))
my_tensor.movedim((1,), (1,))
torch.movedim(my_tensor, (1,), (–2,))
my_tensor.movedim((1,), (–2,))
torch.movedim(my_tensor, (2,), (2,))
my_tensor.movedim((2,), (2,))
torch.movedim(my_tensor, (2,), (–1,))
my_tensor.movedim((2,), (–1,))
torch.movedim(my_tensor, (–1,), (2,))
my_tensor.movedim((–1,), (2,))
torch.movedim(my_tensor, (–1,), (–1,))
my_tensor.movedim((–1,), (–1,))
torch.movedim(my_tensor, (–2,), (1,))
my_tensor.movedim((–2,), (1,))
torch.movedim(my_tensor, (–2,), (–2,))
my_tensor.movedim((–2,), (–2,))
torch.movedim(my_tensor, (–3,), (0,))
my_tensor.movedim((–3,), (0,))
torch.movedim(my_tensor, (–3,), (–3,))
my_tensor.movedim((–3,), (–3,))
torch.movedim(my_tensor, (0, 1), (2, 1))
my_tensor.movedim((0, 1), (2, 1))
torch.movedim(my_tensor, (0, 1), (2, –2))
my_tensor.movedim((0, 1), (2, –2))
torch.movedim(my_tensor, (0, 1), (–1, 1))
my_tensor.movedim((0, 1), (–1, 1))
torch.movedim(my_tensor, (0, 1), (–1, –2))
my_tensor.movedim((0, 1), (–1, –2))
torch.movedim(my_tensor, (0, 2), (2, 0))
my_tensor.movedim((0, 2), (2, 0))
torch.movedim(my_tensor, (0, 2), (2, –3))
my_tensor.movedim((0, 2), (2, –3))
torch.movedim(my_tensor, (0, 2), (–1, 0))
my_tensor.movedim((0, 2), (–1, 0))
torch.movedim(my_tensor, (0, 2), (–1, –3))
my_tensor.movedim((0, 2), (–1, –3))
torch.movedim(my_tensor, (0, –1), (2, 0))
my_tensor.movedim((0, –1), (2, 0))
torch.movedim(my_tensor, (0, –1), (2, –3))
my_tensor.movedim((0, –1), (2, –3))
torch.movedim(my_tensor, (0, –1), (–1, 0))
my_tensor.movedim((0, –1), (–1, 0))
torch.movedim(my_tensor, (0, –1), (–1, –3))
my_tensor.movedim((0, –1), (–1, –3))
torch.movedim(my_tensor, (0, –2), (2, 1))
my_tensor.movedim((0, –2), (2, 1))
torch.movedim(my_tensor, (0, –2), (2, –2))
my_tensor.movedim((0, –2), (2, –2))
torch.movedim(my_tensor, (0, –2), (–1, 1))
my_tensor.movedim((0, –2), (–1, 1))
torch.movedim(my_tensor, (0, –2), (–1, –2))
my_tensor.movedim((0, –2), (–1, –2))
torch.movedim(my_tensor, (1, 0), (1, 2))
my_tensor.movedim((1, 0), (1, 2))
torch.movedim(my_tensor, (1, 0), (1, –1))
my_tensor.movedim((1, 0), (1, –1))
torch.movedim(my_tensor, (1, 0), (–2, 2))
my_tensor.movedim((1, 0), (–2, 2))
torch.movedim(my_tensor, (1, 0), (–2, –1))
my_tensor.movedim((1, 0), (–2, –1))
torch.movedim(my_tensor, (1, 2), (1, 0))
my_tensor.movedim((1, 2), (1, 0))
torch.movedim(my_tensor, (1, 2), (1, –3))
my_tensor.movedim((1, 2), (1, –3))
torch.movedim(my_tensor, (1, 2), (–2, 0))
my_tensor.movedim((1, 2), (–2, 0))
torch.movedim(my_tensor, (1, 2), (–2, –3))
my_tensor.movedim((1, 2), (–2, –3))
torch.movedim(my_tensor, (1, –1), (1, 0))
my_tensor.movedim((1, –1), (1, 0))
torch.movedim(my_tensor, (1, –1), (1, –3))
my_tensor.movedim((1, –1), (1, –3))
torch.movedim(my_tensor, (1, –1), (–2, 0))
my_tensor.movedim((1, –1), (–2, 0))
torch.movedim(my_tensor, (1, –1), (–2, –3))
my_tensor.movedim((1, –1), (–2, –3))
torch.movedim(my_tensor, (1, –3), (1, 2))
my_tensor.movedim((1, –3), (1, 2))
torch.movedim(my_tensor, (1, –3), (1, –1))
my_tensor.movedim((1, –3), (1, –1))
torch.movedim(my_tensor, (1, –3), (–2, 2))
my_tensor.movedim((1, –3), (–2, 2))
torch.movedim(my_tensor, (1, –3), (–2, –1))
my_tensor.movedim((1, –3), (–2, –1))
torch.movedim(my_tensor, (2, 0), (0, 2))
my_tensor.movedim((2, 0), (0, 2))
torch.movedim(my_tensor, (2, 0), (0, –1))
my_tensor.movedim((2, 0), (0, –1))
torch.movedim(my_tensor, (2, 1), (0, 1))
my_tensor.movedim((2, 0), (0, 1))
torch.movedim(my_tensor, (2, 1), (0, –2))
my_tensor.movedim((2, 1), (0, –2))
torch.movedim(my_tensor, (2, 1), (–3, 1))
my_tensor.movedim((2, 1), (–3, 1))
torch.movedim(my_tensor, (2, 1), (–3, –2))
my_tensor.movedim((2, 1), (–3, –2))
torch.movedim(my_tensor, (2, –2), (0, 1))
my_tensor.movedim((2, –2), (0, 1))
torch.movedim(my_tensor, (2, –2), (0, –2))
my_tensor.movedim((2, –2), (0, –2))
torch.movedim(my_tensor, (2, –2), (–3, 1))
my_tensor.movedim((2, –2), (–3, 1))
torch.movedim(my_tensor, (2, –2), (–3, –2))
my_tensor.movedim((2, –2), (–3, –2))
torch.movedim(my_tensor, (2, –3), (0, 2))
my_tensor.movedim((2, –3), (0, 2))
torch.movedim(my_tensor, (2, –3), (0, –1))
my_tensor.movedim((2, –3), (0, –1))
torch.movedim(my_tensor, (2, –3), (–3, 2))
my_tensor.movedim((2, –3), (–3, 2))
torch.movedim(my_tensor, (2, –3), (–3, –1))
my_tensor.movedim((2, –3), (–3, –1))
torch.movedim(my_tensor, (–1, 0), (0, 2))
my_tensor.movedim((–1, 0), (0, 2))
torch.movedim(my_tensor, (–1, 0), (0, –1))
my_tensor.movedim((–1, 0), (0, –1))
torch.movedim(my_tensor, (–1, 0), (–3, 2))
my_tensor.movedim((–1, 0), (–3, 2))
torch.movedim(my_tensor, (–1, 0), (–3, –1))
my_tensor.movedim((–1, 0), (–3, –1))
torch.movedim(my_tensor, (–1, 1), (0, 1))
my_tensor.movedim((–1, 1), (0, 1))
torch.movedim(my_tensor, (–1, 1), (0, –2))
my_tensor.movedim((–1, 1), (0, –2))
torch.movedim(my_tensor, (–1, 1), (1, 0))
my_tensor.movedim((–1, 1), (1, 0))
torch.movedim(my_tensor, (–1, 1), (–3, 1))
my_tensor.movedim((–1, 1), (–3, 1))
torch.movedim(my_tensor, (–1, 1), (–3, –2))
my_tensor.movedim((–1, 1), (–3, –2))
torch.movedim(my_tensor, (–1, –2), (0, 1))
my_tensor.movedim((–1, –2), (0, 1))
torch.movedim(my_tensor, (–1, –2), (0, –2))
my_tensor.movedim((–1, –2), (0, –2))
torch.movedim(my_tensor, (–1, –2), (–3, 1))
my_tensor.movedim((–1, –2), (–3, 1))
torch.movedim(my_tensor, (–1, –2), (–3, –2))
my_tensor.movedim((–1, –2), (–3, –2))
torch.movedim(my_tensor, (–1, –3), (0, 2))
my_tensor.movedim((–1, –3), (0, 2))
torch.movedim(my_tensor, (–1, –3), (0, –1))
my_tensor.movedim((–1, –3), (0, –1))
torch.movedim(my_tensor, (–1, –3), (–3, 2))
my_tensor.movedim((–1, –3), (–3, 2))
torch.movedim(my_tensor, (–1, –3), (–3, –1))
my_tensor.movedim((–1, –3), (–3, –1))
torch.movedim(my_tensor, (–2, 0), (1, 2))
my_tensor.movedim((–2, 0), (1, 2))
torch.movedim(my_tensor, (–2, 0), (1, –1))
my_tensor.movedim((–2, 0), (1, –1))
torch.movedim(my_tensor, (–2, 0), (–2, 2))
my_tensor.movedim((–2, 0), (–2, 2))
torch.movedim(my_tensor, (–2, 0), (–2, –1))
my_tensor.movedim((–2, 0), (–2, –1))
torch.movedim(my_tensor, (–2, 2), (1, 0))
my_tensor.movedim((–2, 2), (1, 0))
torch.movedim(my_tensor, (–2, 2), (1, –3))
my_tensor.movedim((–2, 2), (1, –3))
torch.movedim(my_tensor, (–2, 2), (–2, 0))
my_tensor.movedim((–2, 2), (–2, 0))
torch.movedim(my_tensor, (–2, 2), (–2, –3))
my_tensor.movedim((–2, 2), (–2, –3))
torch.movedim(my_tensor, (–2, –1), (1, 0))
my_tensor.movedim((–2, –1), (1, 0))
torch.movedim(my_tensor, (–2, –1), (1, –3))
my_tensor.movedim((–2, –1), (1, –3))
torch.movedim(my_tensor, (–2, –1), (–2, 0))
my_tensor.movedim((–2, –1), (–2, 0))
torch.movedim(my_tensor, (–2, –1), (–2, –3))
my_tensor.movedim((–2, –1), (–2, –3))
torch.movedim(my_tensor, (–2, –3), (1, 2))
my_tensor.movedim((–2, –3), (1, 2))
torch.movedim(my_tensor, (–2, –3), (1, –1))
my_tensor.movedim((–2, –3), (1, –1))
torch.movedim(my_tensor, (–2, –3), (–2, 2))
my_tensor.movedim((–2, –3), (–2, 2))
torch.movedim(my_tensor, (–2, –3), (–2, –1))
my_tensor.movedim((–2, –3), (–2, –1))
torch.movedim(my_tensor, (–3, 1), (2, 1))
my_tensor.movedim((–3, 1), (2, 1))
torch.movedim(my_tensor, (–3, 1), (2, –2))
my_tensor.movedim((–3, 1), (2, –2))
torch.movedim(my_tensor, (–3, 1), (–1, 1))
my_tensor.movedim((–3, 1), (–1, 1))
torch.movedim(my_tensor, (–3, 1), (–1, –2))
my_tensor.movedim((–3, 1), (–1, –2))
torch.movedim(my_tensor, (–3, 2), (2, 0))
my_tensor.movedim((–3, 2), (2, 0))
torch.movedim(my_tensor, (–3, 2), (2, –3))
my_tensor.movedim((–3, 2), (2, –3))
torch.movedim(my_tensor, (–3, 2), (–1, 0))
my_tensor.movedim((–3, 2), (–1, 0))
torch.movedim(my_tensor, (–3, 2), (–1, –3))
my_tensor.movedim((–3, 2), (–1, –3))
torch.movedim(my_tensor, (–3, –1), (2, 0))
my_tensor.movedim((–3, –1), (2, 0))
torch.movedim(my_tensor, (–3, –1), (2, –3))
my_tensor.movedim((–3, –1), (2, –3))
torch.movedim(my_tensor, (–3, –1), (–1, 0))
my_tensor.movedim((–3, –1), (–1, 0))
torch.movedim(my_tensor, (–3, –1), (–1, –3))
my_tensor.movedim((–3, –1), (–1, –3))
torch.movedim(my_tensor, (–3, –2), (2, 1))
my_tensor.movedim((–3, –2), (2, 1))
torch.movedim(my_tensor, (–3, –2), (2, –2))
my_tensor.movedim((–3, –2), (2, –2))
torch.movedim(my_tensor, (–3, –2), (–1, 1))
my_tensor.movedim((–3, –2), (–1, 1))
torch.movedim(my_tensor, (–3, –2), (–1, –2))
my_tensor.movedim((–3, –2), (–1, –2))
# tensor([[[0, 6, 12, 18], [3, 9, 15, 21]],
# [[1, 7, 13, 19], [4, 10, 16, 22]],
# [[2, 8, 14, 20], [5, 11, 17, 23]]])
# The size is [3, 2, 4].
