Solved by jmandivarapu1 in post #3 
              
              
                Method 1:
x=torch.Tensor([[1,2],[3,4],[0,2],[2,0]])
np.transpose(np.argwhere(x==0))

returns 
tensor([[2, 0],
        [3, 1]])