2X PERFORMANCE PLUGIN 🤯 OFFICIAL A11 STABLE DIFFUSION UPDATE GUIDE
TensorRT, ONNX, Olive and other tech. Things are very early in terms of development, but we already have our hands on an EXTENSION that should DOUBLE your performance with AUTOMATIC1111's Stable Diffusion WebUI using TensorRT. This speed boost should be supported by all Nvidia RTX graphics cards.
Update discussion: https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/10684#discussioncomment-6019118
TensorRT extension: https://github.com/AUTOMATIC1111/stable-diffusion-webui-tensorrt
One-Click AUTOMATIC1111 install: https://www.youtube.com/watch?v=HK3pluCh9Cs
Nvidia TensorRT: https://developer.nvidia.com/nvidia-tensorrt-8x-download
Timestamps:
0:00 - New TensorRT, Olive, DirectML and other speed news
1:40 - Double performance extension for SDUI (TensorRT)
2:00 - Limitations
2:30 - Breakdown of what we need to do
3:08 - Downloading TensorRT from Nvidia
4:00 - Installing TensorRT plugin
4:36 - Installing TensorRT from Nvidia
5:41 - Use AUTOMATIC1111 Dev Branch (Fix sd_unet error)
6:07 - TensorRT tab in AUTOMATIC1111
6:32 - Preparing Model to ONNX
7:12 - Fix "RuntimeError: invalid unordered_map K, T key"
8:00 - Converting model to ONNX
8:12 - Converting ONNX to TensorRT
9:40 - Speeding up ONNX to TensorRT
10:50 - What to do after converting model
11:50 - Before and after (2x PERFORMANCE!)
13:10 - Do LORAs, TIs and other models work?
#AI #StableDiffusion #Performance
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Everything in this video is my personal opinion and experience and should not be considered professional advice. Always do your own research and ensure what you're doing is safe.