Top 7 Rust gpu-computing Projects

gyroflow

34 5,359 9.5 Rust

Video stabilization using gyroscope data

Project mention: Hero 10 Black overheats in Time Warp - options? | /r/gopro | 2023-08-11

I think you would get the same result if you just recorded a regular video (at whatever resolution you want and a minimal framerate), then pass it through something like Gyroflow and increase the speed. Downside — it’s not automatic and you can’t preview on the camera. Upside — it won’t overheat you have more options to tweak after the fact.
Rio

15 2,158 6.6 Rust

A hardware-accelerated GPU terminal emulator powered by WebGPU, focusing to run in desktops and browsers. (by raphamorim)

Project mention: Rio terminal released for MacOS, Linux, Windows and BSD | /r/programming | 2023-07-18
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Emu

0 1,575 0.0 Rust

The write-once-run-anywhere GPGPU library for Rust
dfdx

14 1,347 0.0 Rust

Deep learning in Rust, with shape checked tensors and neural networks

Project mention: Candle: Torch Replacement in Rust | news.ycombinator.com | 2023-08-08

I keep checking the progress on dfdx for this reason. It does what I (and, I assume from context, you) want: Provides static checking of tensor shapes. Which is fantastic. Not quite as much inference as I'd like but I love getting compile-time errors that I forgot to transpose before a matmul.
It depends on the generic_const_exprs feature which is still, to quote, "highly experimental":
https://github.com/rust-lang/rust/issues/76560
Definitely not for production use, but it gives a flavor for where things can head in the medium term, and it's .. it's nice. You could imagine future type support allowing even more inference for some intermediate shapes, of course, but even what it has now is really nice. Like this cute little convnet example:
https://github.com/coreylowman/dfdx/blob/main/examples/night...
compute-shader-101

1 407 0.0 Rust

Sample code for compute shader 101 training

Project mention: wgpu-rs resources for computing purposes only | /r/rust | 2023-03-10

You might find compute shader 101 useful.
ministark

1 293 8.1 Rust

🏃‍♂️💨 GPU accelerated STARK prover built on @arkworks-rs

Project mention: I spent 4 months generating proofs for Brainfuck programs | news.ycombinator.com | 2022-11-16
jiro-nn

2 113 9.1 Rust

A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.

Project mention: Deep Learning in Rust with my own framework focusing on ergonomics | dev.to | 2023-07-10

With jiro-nn just rely on auto-complete and keep your sanity while following this King County houses sales regression workflow example using a Deep Neural Network:
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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). The latest post mention was on 2023-08-11.