How to extend one tensor with another. So the result contains all the elements from the 2 tensors, see example

Question

a =  tensor([   [101,  103],
            [101,  1045]
        ])


b =  tensor([   [101,  777],
            [101,  888]
        ])

How to I get this tensor c from a and b:

c = a + b =  tensor([   [101,  103],
            [101,  1045],
            [101,  777],
            [101,  888]
            
        ])

With python lists this would be simply c = a + b, but with pytorch it just simply adds the elements and does not extends the list.

Asked By: Brana

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Source

Answer 1

You can use the torch.cat function:

c = torch.cat((a, b), dim=0)

Such as in the following example:

from torch import tensor
import torch
a =  tensor([   [101,  103],
            [101,  1045]
        ])


b =  tensor([   [101,  777],
            [101,  888]
        ])
c = torch.cat((a, b), dim=0)
print(c)

with output:

tensor([[ 101,  103],
        [ 101, 1045],
        [ 101,  777],
        [ 101,  888]])

Answered By: Caridorc

How to extend one tensor with another. So the result contains all the elements from the 2 tensors, see example

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