【SDXLも高速画像生成！？】Stable Diffusionでの画像生成を高速化できるTensorRTの環境構築方法と仕組み、使いどころを徹底解説！
3.5 هزار بار بازدید -
7 ماه پیش
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Today we will discuss TensorRT,
Today we will discuss TensorRT, a mechanism to accelerate image generation in Stable Diffusion, and how to implement it.
This article is only for those who are using NVIDIA's GTX GPUs on Windows, but if you can introduce TensorRT, I think you will get a great benefit from this technology.
Also, this technology is differentiated from LCM, which has recently become a hot topic as a speed-up method, so we hope you will watch this video and try it out!
Table of Contents
0:00 - Introduction
2:13 - Cautions
4:17 - Update NVIDIA drivers first
6:16 - Installing Stable-Diffusion-WebUI-TensorRT
7:14 - What to do if you have trouble installing TensorRT
10:31 - What is TensorRT anyway?
14:41 - How to use TensorRT
19:01 - Differences between LCM and TensorRT
21:03 - Closing
Related Links
NVIDIA's announcement on TensorRT support
https://developer.nvidia.com/blog/new...
Stable Video Diffusion is not yet available on the Stable Diffusion web UI
https://github.com/AUTOMATIC1111/stab...
TensorRT extension page is here
https://github.com/NVIDIA/Stable-Diff...
I have posted a record of the TensorRT environment build on X
Twitter: 1745457805447028844
Twitter: 1745805645767643293
Twitter: 1746038816375439547
Twitter: 1746099008744088022
NVIDIA's requirements for TensorRT to work
https://nvidia.custhelp.com/app/answe...
The page I referred to when installing the TensorRT extension
https://github.com/NVIDIA/Stable-Diff...
A post on the 3x speedup with TensorRT
Twitter: 1747628532748980715
A post in response to not being able to reproduce it, however, and not being able to use its logs for the video
Twitter: 1748235712204521684
Check out the following videos related to LCM! I recommend them to anyone who wants to speed up the process!
【爆速で画像生成が可能に！？】「Latent Consistency Mo...
LCM-LoRAを使ってStable Diffusion web UIで爆...
Learn more about SDXL Turbo here!
【驚愕の1ステップ高速画像生成！】1ステップから画像生成ができるSDXL...
We are partially using Lupin III Generator!
https://weblabyrinth.net/production-f...
Safa's X
Twitter: safa_dayo
Safa's Chichipui
https://www.chichi-pui.com/users/safa/
#tensorrt #stablediffusion #aiart
This article is only for those who are using NVIDIA's GTX GPUs on Windows, but if you can introduce TensorRT, I think you will get a great benefit from this technology.
Also, this technology is differentiated from LCM, which has recently become a hot topic as a speed-up method, so we hope you will watch this video and try it out!
Table of Contents
0:00 - Introduction
2:13 - Cautions
4:17 - Update NVIDIA drivers first
6:16 - Installing Stable-Diffusion-WebUI-TensorRT
7:14 - What to do if you have trouble installing TensorRT
10:31 - What is TensorRT anyway?
14:41 - How to use TensorRT
19:01 - Differences between LCM and TensorRT
21:03 - Closing
Related Links
NVIDIA's announcement on TensorRT support
https://developer.nvidia.com/blog/new...
Stable Video Diffusion is not yet available on the Stable Diffusion web UI
https://github.com/AUTOMATIC1111/stab...
TensorRT extension page is here
https://github.com/NVIDIA/Stable-Diff...
I have posted a record of the TensorRT environment build on X
Twitter: 1745457805447028844
Twitter: 1745805645767643293
Twitter: 1746038816375439547
Twitter: 1746099008744088022
NVIDIA's requirements for TensorRT to work
https://nvidia.custhelp.com/app/answe...
The page I referred to when installing the TensorRT extension
https://github.com/NVIDIA/Stable-Diff...
A post on the 3x speedup with TensorRT
Twitter: 1747628532748980715
A post in response to not being able to reproduce it, however, and not being able to use its logs for the video
Twitter: 1748235712204521684
Check out the following videos related to LCM! I recommend them to anyone who wants to speed up the process!
【爆速で画像生成が可能に！？】「Latent Consistency Mo...
LCM-LoRAを使ってStable Diffusion web UIで爆...
Learn more about SDXL Turbo here!
【驚愕の1ステップ高速画像生成！】1ステップから画像生成ができるSDXL...
We are partially using Lupin III Generator!
https://weblabyrinth.net/production-f...
Safa's X
Twitter: safa_dayo
Safa's Chichipui
https://www.chichi-pui.com/users/safa/
#tensorrt #stablediffusion #aiart
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