Torch view

Torch.view

import torch

x = torch.arange(6)

print(x.view(3, -1))      # inferred size will be 2 as 6 / 3 = 2
# tensor([[ 0.,  1.],
#         [ 2.,  3.],
#         [ 4.,  5.]])

print(x.view(-1, 6))      # inferred size will be 1 as 6 / 6 = 1
# tensor([[ 0.,  1.,  2.,  3.,  4.,  5.]])

print(x.view(1, -1, 2))   # inferred size will be 3 as 6 / (1 * 2) = 3
# tensor([[[ 0.,  1.],
#          [ 2.,  3.],
#          [ 4.,  5.]]])

# print(x.view(-1, 5))    # throw error as there's no int N so that 5 * N = 6
# RuntimeError: invalid argument 2: size '[-1 x 5]' is invalid for input with 6 elements

print(x.view(-1, -1, 3))  # throw error as only one dimension can be inferred
# RuntimeError: invalid argument 1: only one dimension can be inferred

Source: stackoverflow.com

Similar codes

0 vote203 views3 answers
Miktex python install linux
Python
3 votes196 views4 answers
How to convert comma separated string to list in python
Python
4 votes238 views4 answers
Filter django or
Python Django
0 vote226 views4 answers
Download python turtle
Python
29 votes207 views1 answer
Sort a dataframe by a column valuepython
Python
0 vote250 views1 answer
How to add new column in django
Python Django
0 vote208 views1 answer
How to store a return value in a variable in python
Python
145 votes218 views5 answers
Create file python
Python
0 vote265 views1 answer
Count entries groupby
Python
5 votes221 views2 answers
Django connexion session time
Python