sd-webui-ipex-enhancement

This is an extension for stable-diffusion-webui, to optimize user experience with IPEX backend.

Features

Apply ipex.optimize upon model loading.
Fix torch.nn.functional.batch_norm for XPU fp32, IPEX < 2.1.30
- Known impact: controlnet annotator depth_leres, depth_leres++
Fix torch.nn.functional.interpolate for XPU when align_corners=True, IPEX < 2.1.30
- Known impact: controlnet annotator MLSD
Offload the following controlnet annotators to CPU, as IPEX XPU backend doesn't work as expected.
- inpaint_only+lama
- normal_bae
- seg_anime_face, seg_ofade20k, seg_ofcoco, seg_ufade20k
Offload torchvision.ops.nms to XPU, to W/A flaky Access Violation when using adetailer with torchvision==0.15.2a0+fa99a53.