How To Install AMD ROCm, PyTorch, Stable Diffusion & YOLO – 2024 Updated Guide
Are you looking to install AMD ROCm, PyTorch, Stable Diffusion, and YOLO on your system? Follow this updated guide for 2024 to get started.
Step 1: Install AMD ROCm
To get started, you will first need to install AMD ROCm on your system. Follow the official installation instructions provided by AMD to set up the ROCm platform on your machine.
Step 2: Install PyTorch
Next, you will need to install PyTorch, a popular machine learning library. You can install PyTorch using pip by running the following command:
pip install torch torchvision torchaudio
Step 3: Install Stable Diffusion
Stable Diffusion is a deep learning library that can be used for various tasks such as image generation and editing. You can install Stable Diffusion using pip by running the following command:
pip install stable-diffusion
Step 4: Install YOLO
Finally, you will need to install YOLO, a popular object detection algorithm. You can install YOLO by following the official installation instructions provided by the developers.
Conclusion
By following the steps outlined in this guide, you can easily install AMD ROCm, PyTorch, Stable Diffusion, and YOLO on your system. These tools will help you take your machine learning projects to the next level in 2024.
I used Kubuntu (Ubuntu 22.04) for this guide. If you're using a distro based on Ubuntu 20.04 then you can still follow along except one line needs to be different. I updated the written guide to make this clear.
Also a viewer mentioned that secure boot was causing issues, so if rocminfo gives you an error then disabling secure boot may help.
Thanks for the update and instructions. Work well on 6600xt
can we use rocm in windows for stable diffusion?
Do we always have to activate venver when opening ./webui?
Will it work on rx 6500m gpu
Hello, thank you very much for the video. I have been trying 5-6 different videos for days and could not make them. I did it now, but the computer freezes when changing the model, what should I do?
im using your guide to install on a VEGA 10 on an Azure VM, does I have to export HSA_OVERRIDE_GFX_VERSION? BTW great video !!!
I'm getting an error on rocminfo:
ROCk module is NOT loaded, possibly no GPU devices
I'm using ubuntu 22.04
I have an 7900XT
I thought there was native windows 11 support of rocm for pytorch-gpu and tensorflow-gpu
Подскажите пожалуйста какая у вас сборка ubuntu и ядро,я столкнулся с проблемой что драйвера устанавливаются с ошибкой rx6800xt