ModuleNotFoundError: No module named 'torch.cuda'

[m-bor]

I am using pythion 3.7 on Win10, Anaconda Jupyter. I have successfully installed torch-1.10.0+cu113 torchaudio-0.10.0+cu113 torchvision-0.11.1+cu113.
When trying to import torch , I get ModuleNotFoundError: No module named 'torch.cuda'
Detailed error:

ModuleNotFoundError                       Traceback (most recent call last)
<ipython-input-1-bfd2c657fa76> in <module>
      1 import numpy as np
      2 import pandas as pd
----> 3 import torch
      4 import torch.nn as nn
      5 from sklearn.model_selection import train_test_split

~\AppData\Roaming\Python\Python38\site-packages\torch\__init__.py in <module>
    603 
    604 # Shared memory manager needs to know the exact location of manager executable
--> 605 _C._initExtension(manager_path())
    606 del manager_path
    607 

ModuleNotFoundError: No module named 'torch.cuda'

I found posts for similar error No module named 'torch.cuda.amp'. However, any of the suggested solutions worked. Please advise.

[WILLOSCAR]

Please use pytorch >=1.6.0, the amp function is released in torch=1.6.