Image generation AI model development machine

Case No.PC-10992A customer who viewed our website asked us about a workstation for developing an image generation AI model.

The machine is intended to be used for research on the game development process that utilizes image generation using Stable Diffusion, and we would like a machine equipped with 4090 RTX3s, keeping in mind an increase in work lots and a reduction in work time.More specifically, the condition is a configuration specific to the operation of the Stable Diffusion Web UI (Python).

We have requested the following conditions as specific conditions.

・GPU: NVIDIA Geforce RTX4090 x3 ・OS: None ・Software used: Stable diffusion Web UI (Python)

Based on the conditions we received, we proposed the following configuration.

CPU	Intel Xeon Silver 4314 (2.40GHz 16 cores)
memory	128GB REG ECC
storage	1TB SSD S-ATA
video	NVIDIA Geforce RTX4090 24GB x3
network	on board (1GbE x1 /10GbE x1)
Housing + power supply	Cube case + 1600W x2
OS	None

We propose a configuration that meets the customer's requirements.
Case No.PC-10992, which is the basis of Case No.10880This is a configuration based on , but the number of video cards installed has been changed to three.

In the base example, four RTX4090s were installed, so a 4V environment was recommended due to power consumption.
The configuration of 3 video cards in this example can be used in a 100V environment, but in order to ensure the amount of power supplied, it is equipped with two power supply units as in the PC-10880 example.
These two power supply units are not intended for redundancy, but to ensure power supply.If one power supply fails, the system will no longer function, so please avoid using it for critical purposes.

The operation of Stable Diffusion mainly depends on the performance of the video card.
Therefore, we select each part to keep the price and power consumption low, and create a configuration that is tailored to the performance of the video card.

The configuration of this case study is based on the conditions given by the customer.
We will flexibly propose machines according to your conditions, so please feel free to contact us even if you are considering different conditions than what is listed.

■ Keywords ・What is Stable Diffusion? Stable Diffusion is an image generation AI developed by Stability AI in the UK.In addition to text-to-image, which generates an image from input text, there is also in-painting, which generates and replaces only a portion of the input image, and out-painting, which generates an image that is added to the outside of the input image. , image-to-image generation is possible, which generates images based on images and text input. Reference: Stable Diffusion — Stability AI  *Jumps to an external site ・What is Python? Python is an object-oriented programming language copyrighted by the Python Software Foundation (PSF).Its programming syntax is simple, making it highly readable, and it also features a wide variety of components, such as libraries and frameworks, that are suitable for different purposes.A popular language for programming beginners to advanced users. Reference: Python *Jumps to an external site Reference: [Special article] Why is the programming language Python so popular? - Tools to accelerate your Python programming * Jump to our owned media "TEGAKARI"

 

 

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