arrayfire-rust
futhark
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| arrayfire-rust | futhark | |
|---|---|---|
| 4 | 52 | |
| 804 | 2,291 | |
| -0.4% | 2.2% | |
| 0.0 | 9.8 | |
| 7 months ago | 5 days ago | |
| Rust | Haskell | |
| BSD 3-clause "New" or "Revised" License | ISC 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.
arrayfire-rust
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Making a better Tensorflow thanks to strong typing
Take a look at arrayfire-rust! :)
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Fast Linear Algebra library for Rust
I haven't tried it myself, but I believe that arrayfire-rust supports GPU.
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Saving an ArrayFire Array
the Git Repo is here.
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State of CUDA on Rust in the beginning of 2021 ?
edit: I apparently missed seeing ArrayFire Rust library. It looks like if you wanted to still use Rust and CUDA this might be your best option for at least compute applications.
futhark
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What downsides exist to Futhark? Seems almost too good to be true?
Why Futhark? (futhark-lang.org)
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GPU Programming: When, Why and How?
There is no on-going work to support Metal apart from the work done by Miles. There's an old issue about it: https://github.com/diku-dk/futhark/issues/853#issuecomment-5...
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Is Parallel Programming Hard, and, If So, What Can You Do About It? v2023.06.11a
Functional programming can be a great way to handle parallel programming in a sane way. See the Futhark language [1], for example, that accepts high-level constructs like map and convert them to the appropriate machine code, either on the CPU or the GPU.
[1] https://futhark-lang.org/
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Is there a programming language that will blow my mind?
Futhark - use a functional language to program the gpu
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Does This Language Exist?
You might want to look into Futhark, although it's mainly designed for writing GPU code.
- Learn WebGPU
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Two-tier programming language
Futhark https://futhark-lang.org/
- Best book on writing an optimizing compiler (inlining, types, abstract interpretation)?
- Functional GPU programming: what are alternatives or generalizations of the idea of "number of cycles must be known at compile time"?
- APL: An Array Oriented Programming Language (2018)
What are some alternatives?
nalgebra - Linear algebra library for Rust.
dex-lang - Research language for array processing in the Haskell/ML family
rust-opencl - OpenCL bindings for Rust.
Halide - a language for fast, portable data-parallel computation
ILGPU - ILGPU JIT Compiler for high-performance .Net GPU programs
julia - The Julia Programming Language
collenchyma - Extendable HPC-Framework for CUDA, OpenCL and common CPU
BQN - An APL-like programming language. Self-hosted!
Emu - The write-once-run-anywhere GPGPU library for Rust
kompute - General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.
ArrayFire - ArrayFire: a general purpose GPU library.
UwUpp - The next generation esoteric language