PyTorch Installation: How to install Python, Cuda Toolkit, and PyTorch on Windows 11

PyTorch Installation: How to install Python, Cuda Toolkit, and PyTorch on Windows 11
Download Links:
Python: www.python.org...
CUDA Toolkit 11.7: developer.nvid...
PyTorch: pytorch.org/
cmd command: pip install torch torchvision torchaudio --extra-index-url download.pytor...
**Commands for Verification:**
To check pip version:
pip --version
**To Upgrade pip: **
python.exe -m pip install --upgrade pip
**To check Cuda version:**
nvcc --version
**To Verify PyTorch: **
python
import torch
x = torch.rand(5, 3)
print(x)
torch.cuda.is_available()
torch.cuda.device_count()
torch.cuda.current_device()
torch.cuda.get_device-name(0)
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#pytorch
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[@MegaPspo]

No other tutorial mentioned that pytorch doesn't work with CUDA 12 toolkit. Thanks for being so detailed in your tutorial and saving my time 😊

[@shahzadaliii]

Thanks for feedback 😉

[@aftereffects00]

Yeah, now I need to uninstall CUDA 12 after watching this video I thought any of the lastest version should be fine...

[@user-xm7sw3ey5e]

Thank you very much - a superb video. Every step detailed from start to finish, and no flashy/wasteful screens or talk! Perfect.

[@shahzadaliii]

Glad it helped!

[@MrApocalipsis68]

I wanted to take a moment to express my sincere gratitude for your help. Your support made a significant difference, and I truly appreciate it.

[@RidwanurRahmanextreme]

Thanks man, I was trying to install it using conda in ubuntu server but couldn't verify whether cuda was installed or not. It helped me.

[@shahzadaliii]

Thanks for feedback 😊

[@nghiatruongtrong6287]

Thank you bro, I searched all the UA-cam chanel and have no idea about why my pytorch doesnt work. Thank you so much

[@shahzadaliii]

Thanks for feedback

[@kraken_43]

thank you, your instructions were clear and simple

[@shahzadaliii]

Thanks for feedback

[@EXTune257]

DADDY, YOU DESERVE ALL MY RESPECT THANK YOU SO MUCH, IT FINALLY WORKED

[@shahzadaliii]

Glad I could help

[@tanujsinghshekhawat3227]

Sir, i have downloaded the torch version that is compatible with the system but, I am not able to import torch, can you suggest something

[@user-up7kn6fo2p]

Hi, I followed your steps but while importing torch, I'm getting the following traceback. Can you please help me out here?
"Traceback (most recent call last):
File "", line 1, in
File "C:\Users\DELL\AppData\Local\Programs\Python\Python312\Lib\site-packages\torch\__init__.py", line 148, in
raise err
OSError: [WinError 126] The specified module could not be found. Error loading "C:\Users\DELL\AppData\Local\Programs\Python\Python312\Lib\site-packages\torch\lib\fbgemm.dll" or one of its dependencies."

[@zainypopo]

Hello sir, thank you very much for the tutorial. I am having a problem with verifying PyTorch it says no module named PyTorch, how to fix?

[@gauravtewari6434]

Tqq so much helps a lot save my time ❤❤

[@Legendbomber]

Thank you very much!

[@ihavetubes]

torch only works with Cuda 11.7 just in case anyone wanted to know

[@shahzadaliii]

Yes, as mentioned in video, that first check the torch website for cuda compatibility (cuda latest version might not be supported by torch)

[@darkomiku8902]

thank you! It worked

[@hellohello-tr2ey]

which visual studio program do i need to download?
is it python?

[@rajmhatre5692]

ERROR: Could not find a version that satisfies the requirement torch (from versions: none)
ERROR: No matching distribution found for torch

[@RunnerProductions]

As of today, which one do we do? information is confusing. pytorth will say python 3.8 or later but that is wrong. New versions of python will not work with pytorch. so do i just use the even older from the video 3.10.7? Any one have a link to the precise information?

[@Maqymi]

the hell is going on i get this error:
invalid syntax
>>> pip install --upgrade pip
File "", line 1
pip install --upgrade pip

[@anammanzoor1166]

Hi @data expert DE why m getting error after installing torch the specified module not found even if i installed it

[@bekanntbekannt8996]

thx you Sir, Great job here. Do you have link video also, to make gpt4 model offline to work?

[@franklinjebaraj3182]

bro i have only intel iris xe graphics only is this possible to run cuda in this device???

[@bodysoda7336]

Sir my machine having Radeon GPU.. What can i do?? Download cuda or i simply go with cpu??

[@shahzadaliii]

Check whether it's supported by pytorch or not. You can get this info from pytorch website

[@TahirCanKozan]

why did you dowland CUDNN ?

[@captainzeb1083]

for some reason when i try running any of the torch commands it says "nameError: name 'torch' is not defined" im not sure why

[@BloxVortex]

same

[@hussi95]

Thanks mate 👍

[@shaikhkashif9973]

Whats difference between local & network

[@icesmoke9339]

thanks

[@insaneclutchesyt948]

when trying to download pytorch
ERROR: Could not find a version that satisfies the requirement torch (from versions: none)
ERROR: No matching distribution found for torch

[@shahzadaliii]

Are you using the same version of python (pip) and cuda?
Please also note that, either your machine supports cuda (if your machine have gpu) or cpu.
And then copy the respective command for pytorch installation.

[@akiladissanayaka5692]

thanks brd, can u add cuDNN for this

[@nowhypls]

'pip3' is not recognized as an internal or external command,
operable program or batch file. can some one pls help me

[@-pudding_]

try pip instead of pip3

[@DEM0LIS]

TY i forgot to install it to path

[@SarahAlyy]

How do I give this video a million likes?????

[@shahzadaliii]

Thanks for your feedback, I am glad it helps you😍

[@shreerangbagal8063]

torch, cuda is successfully install in my laptop. python that function also working , But torch.cuda.is_available() when I Type got "False". I properly follow all the steps as mentioned above.

[@wernerheisenberg9653]

I too faced the same issue and the reason in my case was that there already existed a torch library in my python and when I was trying to install the CUDA compatible torch library, pip was refusing to install it (since torch was already installed in my system). So, I first uninstalled that old torch library using 'pip uninstall torch'.

[@anammanzoor1166]

same here have u resolved this issue if yes kindly let me know how?

[@jean-charles-AI]

85% of the screen is not used. please make shell bigger :)

[@codyjobe]

thank you!

[@imperfect7719]

why is my machine showing torch.cuda.is_available()
False
?
even after installing it. I have installed cuda 11.8

[@atulchoudhary4852]

Hy, When I run this 'torch.cuda.is_available()' it returns me False

[@shahzadaliii]

That means your machine doesn’t have torch supported GPU

[@user-ub5cx4tw9x]

@@shahzadaliii so I can't use it?

[@norah5073]

so how can we solve this?@@shahzadaliii