Top 8 multi-gpu Open-Source Projects

The-Forge

34 4,446 6.9 C++

The Forge Cross-Platform Rendering Framework PC Windows, Steamdeck (native), Ray Tracing, macOS / iOS, Android, XBOX, PS4, PS5, Switch, Quest 2

Project mention: WebKit Switching to Skia for 2D Graphics Rendering | news.ycombinator.com | 2024-02-20

dream-factory

17 471 8.7 Python

Multi-threaded GUI manager for mass creation of AI-generated art with support for multiple GPUs.

Project mention: 80's-90's fantasy art character generator w/ dynamic prompt (DS&D) | /r/StableDiffusion | 2023-05-12

Good stuff! For anyone else that uses Dream Factory, I've converted this to a .prompts file for use with it here:

InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
stable-diffusion-nvidia-docker

6 346 7.0 Python

GPU-ready Dockerfile to run Stability.AI stable-diffusion model v2 with a simple web interface. Includes multi-GPUs support.

Project mention: Does Stable Diffusion support NVLink? | /r/StableDiffusion | 2023-06-07

ParallelStencil.jl

1 286 9.4 Julia

Package for writing high-level code for parallel high-performance stencil computations that can be deployed on both GPUs and CPUs
ImplicitGlobalGrid.jl

1 152 9.0 Julia

Almost trivial distributed parallelization of stencil-based GPU and CPU applications on a regular staggered grid
Cekirdekler

1 93 10.0 C#

Multi-device OpenCL kernel load balancer and pipeliner API for C#. Uses shared-distributed memory model to keep GPUs updated fast while using same kernel on all devices(for simplicity).
libGPGPU

4 8 8.0 C++

Multi-GPU & CPU OpenCL kernel executor with load-balancing as if there is one big GPU.

Project mention: Can anyone with Arc750 or 770 try this FMA benchmark written with OpenCL? I want to compare gigaflops. | /r/IntelArc | 2023-06-23

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nvidia-gpu-scheduler

1 7 0.0 Python

NVIDIA GPU compute task scheduling utility

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

multi-gpu related posts

Can anyone with Arc750 or 770 try this FMA benchmark written with OpenCL? I want to compare gigaflops.

1 project | /r/IntelArc | 23 Jun 2023
Does Stable Diffusion support NVLink?

1 project | /r/StableDiffusion | 7 Jun 2023
I made a fused-multiply-add test program that distributes work onto all GPUs, CPUs, iGPU of computer. As a result, it outputs the total combined GFLOPS value of the computer.

3 projects | /r/Amd | 27 May 2023
AMD and Intel Battle for Windows 11 AI Acceleration Lead

2 projects | /r/Amd | 25 May 2023
The guy behind the viral fake photo of the Pope in a puffy coat says using AI to make images of celebrities 'might be the line' — and calls for greater regulation

1 project | /r/technology | 29 Mar 2023
Utilizing Multiple GPUs - Repurposing Mining Rig

3 projects | /r/StableDiffusion | 27 Dec 2022
Using several computers (GPUs) to speed up Stable Diffusion computation times

2 projects | /r/StableDiffusion | 19 Sep 2022
A note from our sponsor - SaaSHub
www.saashub.com | 5 May 2024

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Index

What are some of the best open-source multi-gpu projects? This list will help you:

	Project	Stars
1	The-Forge	4,446
2	dream-factory	471
3	stable-diffusion-nvidia-docker	346
4	ParallelStencil.jl	286
5	ImplicitGlobalGrid.jl	152
6	Cekirdekler	93
7	libGPGPU	8
8	nvidia-gpu-scheduler	7