torch和numpy的相互转换

Posted 2020-12-13 peixu

import torch
x = torch.rand(2,2)
x1 = x.numpy() # torch转换到numpy
x2 = torch.from_numpy(x1) #numpy转换torch
print("
 torch_x:
",x,
   "
 numpy_x1:
",x1,
   "
 torch_x2:
",x2)

out:

 torch_x:
 tensor([[0.8195, 0.8927],
        [0.7544, 0.8827]]) 
 numpy_x1:
 [[0.8194596 0.8926985]
 [0.754393  0.882745 ]] 
 torch_x2:
 tensor([[0.8195, 0.8927],
        [0.7544, 0.8827]])