jgauth :
Suppose I have the memory list list_of_tensors = [tensor1, tensor2, tensor3, tensor4]
. Each element is a pytorch tensor of shape (1, 1, 84, 84)
.
I want to concatenate that list of tensors to get a tensor of shape (4, 1, 84, 84)
. torch.cat(TT, dim=0)
might surely allow me to do that. TT
must be a tuple of tensor, so torch.cat(*list_of_tensors, dim=0)
or torch.cat((*list_of_tensors), dim=0)
won't work.
How can I use list_of_tensors
and torch.cat(???, dim=0)
to create a new tensor of shape (4, 1, 84, 84)
Anton Ganichev :
You can use stack, and remove surplus dimension with squeeze
c = (torch.stack(list_of_tensors,dim=1)).squeeze(0)
now c.shape is (4, 1, 84, 84)
You can find explanation here: https://discuss.pytorch.org/t/how-to-turn-a-list-of-tensor-to-tensor/8868/6
Guess you like
Origin http://10.200.1.11:23101/article/api/json?id=410616&siteId=1