Complete ROCm PyTorch setup guide for AMD GPUs (tuning + troubleshooting)

If you’re tired of confusing docs and forum dead ends, I wrote a step-by-step guide that covers the full ROCm stack for PyTorch. It includes kernel compatibility, environment variables, memory allocation, and performance tips. It’s the guide I wish I had when I started.

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