Rust-CUDA
zigmod
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| Rust-CUDA | zigmod | |
|---|---|---|
| 37 | 6 | |
| 2,869 | 707 | |
| 4.3% | - | |
| 0.0 | 7.8 | |
| 6 months ago | 5 months ago | |
| Rust | Zig | |
| Apache License 2.0 | MIT License |
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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.
zigmod
- Zigmod: A package manager, updated for 0.9.0 and more
- GitHub - nektro/zigmod: 📦 A package manager for the Zig programming language.
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Zig programming language 0.9.0 released
You can give gyro or zigmod a try.
- Aquilla: federated package manager for Zig
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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.
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Gyro Documentation [zkg -> gyro]
There is an other alternative that is being used by some, as it is the case of the zigmod.
What are some alternatives?
rust-gpu - 🐉 Making Rust a first-class language and ecosystem for GPU shaders 🚧
gyro - A Zig package manager with an index, build runner, and build dependencies.
wgpu - Cross-platform, safe, pure-rust graphics api.
river - [mirror] A dynamic tiling Wayland compositor
rust-ndarray - ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
zap - An asynchronous runtime with a focus on performance and resource efficiency.
CUDA.jl - CUDA programming in Julia.
zig - General-purpose programming language and toolchain for maintaining robust, optimal, and reusable software.
GLSL - GLSL Shading Language Issue Tracker
zig-spec
WeasyPrint - The awesome document factory
quick-lint-js - quick-lint-js finds bugs in JavaScript programs