Got PyTorch working on my AMD GPU with ROCm—here’s what actually worked

I struggled for days with ROCm setup until I finally figured out the right environment, kernel versions, and memory tweaks. I wrote a complete guide covering installation, tuning, and common pitfalls. If you’re trying to use PyTorch on an AMD card, this might save you hours.

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