Собираем ROCm 7.1 + PyTorch в Windows под свои GPU
В этой статье я поделюсь опытом сборки еще не вышедшей на момент написания ROCm 7 под свои GPU, даже если их нет в списке официально поддерживаемых архитектур. Затем покажу, как с собранным ROCm 7 собрать PyTorch и запустить ComfyUI.
https://habr.com/ru/articles/967998/
#rocm #rocm7 #cuda #miopen #pytorch #comfyui #stablediffusion #ml #llm #ai
Converting CUDA to ROCm wasn't easy, but relatively straightforward due to how AMD created their API. It was a 1:1 replacement.
But converting CUDNN to MIOpen is a pain. Some APIs switch the order in which parameters are passed, or take a different number of parameters. And some APIs (e.g., filters) don't even exist so I'll need to understand what this old code is doing before I can attempt to fix what is going on. #darknet #yolo #cudnn #miopen #cpp
Hmm, was dusting off the vtubing setup and tried to get OpenSeeFace to use my GPU via ROCm.
I've got rocminfo reporting correctly, onnxruntime lists ROCm as a provider...but...
Fails with runtime exception INVALID_ARGUMENT : unsupported conv activation mode "LeakyRelu"
AFAICT, ROCm/MIOpen should support LeakyRelu, but onnxruntime for ROCm was only set to use RelU... ::sigh:: time to patch and build?
