TensorRT Nvidia 2x | Automatic1111 | Stable Diffusion

Опубликовано: 01 Январь 1970
на канале: StableDiff
11,005
429

Using the TensorRT extension and updated drivers from Nvidia, we can get 2x speedup when generating and upscaling (increasing) images with SDXL models and +50% speedup when generating and upscaling with sd 1.5 models in Automatic1111 (Stable Diffusion). And that is not all. We can reduce video memory consumption, this is especially true when working with SDXL models who have little video memory.

Installing TensorRT in Automatic1111 (Stable Diffusion). Among the shortcomings, it is worth noting the lack of support for ControlNet and some other extensions. But you can always disable TensorRT and perform the necessary actions without it. For less memory consumption with SDXL models, we can write the --medvram-sdxl key in the bat file. Or --medvram or --lowvram for everything.

Menu:
00:00 - Introduction
02:48 - Updating the Nvidia driver
03:56 - Installing the Automatic1111 build with TensorRT
06:38 - Assembly view of Automatic1111
07:59 - TensorRT tab
09:05 - Generating a Unet model for sd 1.5 in TensorRT
11:04 - Testing the speed
12:51 - Generating a Unet model for SDXL in TensorRT
14:09 - Error during training. What is the problem. What to do.
15:18 - Comparing the speed on SDXL with the Unet model from TensorRT.
17:12 - How to use LORA with the Unet model.
17:35 - How to configure the Automatic1111 build. Add ESRGAN, Textual Inversion, Lora and Extension from my assembly. File STYLES.CSV. You can download it from Boosty.
20:32 - Installing REACTOR. InsightFace library without installing Visual Studio.
22:29 - SDXL Styles with my styles.
25:33 - Where to find all the files from the video.
26:02 - Invitation to the "Friday Neurostream" at 19.00 Moscow time. It will be interesting 100%.

Build Automatic1111 with TensorRT from NeuroHub: https://civitai.com/articles/2889/too...

📌OUR RESOURCES:
Subscribe to our Telegram channel and participate in streams every Friday at 19.00 Moscow time: https://t.me/neyr0graph
Chat for communication: https://t.me/stable_dif
Boosty with video tutorials: https://boosty.to/stabledif

🍀 OreX and the StableDif & NeuroGraph project


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