Rust-CUDA
gyro
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| Rust-CUDA | gyro | |
|---|---|---|
| 37 | 7 | |
| 2,852 | 575 | |
| 3.8% | - | |
| 0.0 | 2.9 | |
| 6 months ago | 9 months ago | |
| Rust | Zig | |
| Apache License 2.0 | MIT License |
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.
Rust-CUDA
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[Media] Anyone try writing a ray tracer with rust? It's pretty fun!
Source code [here](https://github.com/ihawn/RTracer) if anyone is interested in taking a look or giving feedback. As a side question, does anyone have any general advise on getting GPU compute working with rust? I tried [this project](https://github.com/Rust-GPU/Rust-CUDA) but had a bunch of issues (And it doesn't look like an active repo anyways)
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Is rust or python better for Machine learning? Or is there enough decent frameworks?
You have this https://github.com/Rust-GPU/Rust-CUDA
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toolchain nightly package building issue
What I'm trying to do is check out https://github.com/Rust-GPU/Rust-CUDA for a class project.
- [Rust] État de GPGPU en 2022
- Which crate for CUDA in Rust?
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Announcing cudarc and fully GPU accelerated dfdx: ergonomic deep learning ENTIRELY in rust, now with CUDA support and tensors with mixed compile and runtime dimensions!
Be warned, NON_BLOCKING streams do not fully synchronize with sync host to device copies. They are not guaranteed to actually finish by the time they return. Meaning its possible to initiate a copy, then initiate a kernel launch, and have the copy be unfinished by the time the kernel is launched. This caused so many confusing bugs that i personally decided to stop using NON_BLOCKING altogether in rust-cuda. https://github.com/Rust-GPU/Rust-CUDA/issues/15
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In which circumstances is C++ better than Rust?
- Cuda is not doing by FFI linking, instead is compiling CUDA code natively in Rust https://github.com/Rust-GPU/Rust-CUDA and even if it not complete as the C++ SDK is more than a toy
- I learned 7 programming languages so you don't have to
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GNU Octave
Given your criteria, you might want to consider (modern) C++.
* Fast - in many cases faster than Rust, although the difference is inconsequential relative to Python-to-Rust improvement I guess.
* _Really_ utilize CUDA, OpenCL, Vulcan etc. Specifically, Rust GPU is limited in its supported features, see: https://github.com/Rust-GPU/Rust-CUDA/blob/master/guide/src/... ...
* Host-side use of CUDA is at least as nice, and probably nicer, than what you'll get with Rust. That is, provided you use my own Modern C++ wrappers for the CUDA APIs: https://github.com/eyalroz/cuda-api-wrappers/ :-) ... sorry for the shameless self-plug.
* ... which brings me to another point: Richer offering of libraries for various needs than Rust, for you to possibly utilize.
* Easier to share than Rust. A target system is less likely to have an appropriate version of Rust and the surrounding ecosystem.
There are downsides, of course, but I was just applying your criteria.
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Your average rustafarians
Technically, yes. There are crates for OpenCL and CUDA, although official ROCm support does not exist yet.
gyro
- [Zig] Quelle est la bonne façon d'installer / utiliser la bibliothèque?
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Importing dependencies and its specific version
gyro
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How's the current story with Zig in terms of dependancy management and build repeatability?
In the meantime, there are a few community-developed options - gyro is one of them
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Zig programming language 0.9.0 released
You can give gyro or zigmod a try.
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What projects *didn't* you make in Rust?
I'm not a Zig user, so the above is just my understanding/interpretation of the comment. FWIW a cursory googling for Zig package manager did confirm that there are several (e.g. gyro, zigmod) without an official one.
- Gyro: A Zig Package Manager
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Weaning Zig off of git submodules 1
This is the first in a series of blog posts dedicated to package management for zig. The main purpose is to spark conversation within the community after starting my own package manager, gyro. I'm not advocating for it and it's design decisions to be incorporated into the official PM, merely using it to explore the solution space.
What are some alternatives?
rust-gpu - 🐉 Making Rust a first-class language and ecosystem for GPU shaders 🚧
zigmod - 📦 A package manager for the Zig programming language.
wgpu - Cross-platform, safe, pure-rust graphics api.
zig - General-purpose programming language and toolchain for maintaining robust, optimal, and reusable software.
rust-ndarray - ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
zig-spec
CUDA.jl - CUDA programming in Julia.
zig-window - window client library
GLSL - GLSL Shading Language Issue Tracker
zigup - Download and manage zig compilers.
WeasyPrint - The awesome document factory
kernel-zig - :floppy_disk: hobby x86 kernel zig