PyTorch Installation: How to install Python, Cuda Toolkit, and PyTorch on Windows 11
PyTorch is an open source machine learning library that is widely used for tasks such as natural language processing, computer vision, and reinforcement learning. In order to use PyTorch on Windows 11, you will need to install Python, the Cuda Toolkit, and PyTorch itself. Here’s a step-by-step guide on how to do so:
Step 1: Install Python
First, you will need to install Python on your Windows 11 machine. You can download the latest version of Python from the official website (https://www.python.org/downloads/). Once the download is complete, run the installer and follow the on-screen instructions to install Python on your system.
Step 2: Install Cuda Toolkit
If you plan to use PyTorch for deep learning tasks, you will also need to install the Cuda Toolkit, which is a set of tools and libraries for GPU-accelerated computing. You can download the Cuda Toolkit from the official Nvidia website (https://developer.nvidia.com/cuda-toolkit). Make sure to choose the version that is compatible with your GPU, and then follow the installation instructions provided on the website.
Step 3: Install PyTorch
Finally, you can install PyTorch using the pip package manager. Open a command prompt and type the following command to install PyTorch:
pip install torch torchvision torchaudio
This command will install PyTorch, torchvision, and torchaudio, which are additional libraries for computer vision and audio tasks. Once the installation is complete, you can start using PyTorch on your Windows 11 machine for all your machine learning needs.
By following these steps, you can easily install Python, the Cuda Toolkit, and PyTorch on Windows 11 and start using the powerful machine learning capabilities that PyTorch has to offer.
Thank you very much – a superb video. Every step detailed from start to finish, and no flashy/wasteful screens or talk! Perfect.
TY i forgot to install it to path
Thank you bro, I searched all the Youtube chanel and have no idea about why my pytorch doesnt work. Thank you so much
Nice everything worked exept the torch.cuda.is_available() it said it was false. How though?
'pip3' is not recognized as an internal or external command,
operable program or batch file. can some one pls help me
thank you!
Hi @data expert DE why m getting error after installing torch the specified module not found even if i installed it
thx you Sir, Great job here. Do you have link video also, to make gpt4 model offline to work?
thank you! It worked
which visual studio program do i need to download?
is it python?
why is my machine showing torch.cuda.is_available()
False
?
even after installing it. I have installed cuda 11.8
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?
Thanks mate 👍
for some reason when i try running any of the torch commands it says "nameError: name 'torch' is not defined" im not sure why
85% of the screen is not used. please make shell bigger 🙂
torch only works with Cuda 11.7 just in case anyone wanted to know
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.
Hy, When I run this 'torch.cuda.is_available()' it returns me False
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 😊
Sir my machine having Radeon GPU.. What can i do?? Download cuda or i simply go with cpu??