pytorch vs Deepspeed-Windows

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration (by ROCm)

Pytorch Rocm

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pytorch.org

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Deepspeed-Windows

Deepspeed windows information (by S95Sedan)

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pytorch		Deepspeed-Windows
	Project
4	Mentions	1
214	Stars	19
2.3%	Growth	-
0.0	Activity	7.6
3 days ago	Latest Commit	2 months ago
Python	Language	C++
GNU General Public License v3.0 or later	License	Apache License 2.0

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

pytorch

Posts with mentions or reviews of pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-12.

AMD Funded a Drop-In CUDA Implementation Built on ROCm: It's Open-Source
23 projects | news.ycombinator.com | 12 Feb 2024

https://github.com/ROCm/pytorch/blob/main/Dockerfile
The ublue-os (and so also bazzite) OCI host image Containerfile has Sunshine installed; which is a 4k HDR 120fps remote desktop solution for gaming.
ublue-os/config//Containerfile:
Joining Team Red for the first time with the 7900 XTX!
1 project | /r/Amd | 8 May 2023

Those reminds me the good ol' days: Issues · ROCmSoftwarePlatform/pytorch (github.com)
Here's something you don't see every day: PyTorch running on top of ROCm on a 6800M (6700XT) laptop! Took a ton of minor config tweaks and a few patches but it actually functionally works. HUGE!
4 projects | /r/Amd | 10 Dec 2021
Good bye AMD - A False Oasis
1 project | /r/Amd | 1 Jan 2021

https://github.com/ROCmSoftwarePlatform/pytorch/

Deepspeed-Windows

Posts with mentions or reviews of Deepspeed-Windows. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-12.

AMD Funded a Drop-In CUDA Implementation Built on ROCm: It's Open-Source
23 projects | news.ycombinator.com | 12 Feb 2024

I just went through this this weekend - If you're running in Windows and want to use deepspeed, you have to still use Cuda 12.1 because deepspeed 13.1 is the latest that works with 12.1. There's no deepspeed for windows that works with 12.3.
I tried to get it working this weekend but it was a huge PITA so I switched to putting everything into WSL2 then in arch on there pytorch etc in containers so I could flip versions easily.
I'm still working on that part, halfway into it my WSL2 completely broke and I had to reinstall windows. The p9 networking stopped working.
https://github.com/S95Sedan/Deepspeed-Windows

What are some alternatives?

When comparing pytorch and Deepspeed-Windows you can also consider the following projects:

neural-style-pt - PyTorch implementation of neural style transfer algorithm

ncnn - ncnn is a high-performance neural network inference framework optimized for the mobile platform

bazzite - Bazzite is a custom image built upon Fedora Atomic Desktops that brings the best of Linux gaming to all of your devices - including your favorite handheld.

ROCm - ROCm Website [Moved to: https://github.com/ROCm/ROCm.github.io]

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

Sunshine - Self-hosted game stream host for Moonlight.

pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

hipDNN - A thin wrapper around miOpen and cuDNN