ROCm + PyTorch on AMD GPUs: full setup and tuning guide (2026)

I see a lot of people asking how to get PyTorch running on AMD hardware without CUDA. I put together a detailed guide that covers ROCm installation, GPU detection, performance tuning, and troubleshooting. It’s based on my own experience getting it stable on a 7900 XTX. Hope it helps someone.

https://interconnectd.com/forum/thread/248/pytorch-on-amd-gpus-the-complete-rocm-setup-tuning-guide/