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SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models
Forgive me for not reading you whole comment. I suspect you're version of the SD eb UI doesn't recognize the AMD GPU., so you're using the CPU. AMD GPUs only work with a few web UIs. Try Nod.ai's Shark variant
You are using one of the mainstream stable diffusion webui's which only optimizes for Nvidia by default, it probably does not see your AMD GPU and is using the CPU only. I recommend using this for your AMD GPU instead https://github.com/lshqqytiger/stable-diffusion-webui-directml