SPIRV-LLVM-Translator
futhark
| SPIRV-LLVM-Translator | futhark | |
|---|---|---|
| 1 | 52 | |
| 444 | 2,293 | |
| 0.9% | 1.8% | |
| 9.4 | 9.8 | |
| 6 days ago | 3 days ago | |
| LLVM | Haskell | |
| GNU General Public License v3.0 or later | ISC License |
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SPIRV-LLVM-Translator
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State of GPGPU in 2022
Of course, CUDA is field tested framework to do job done. But it is interesting to look at other perspective technologies. Are there many differences between NVIDIA PTX and SPIR-V? Isn't possible to compile (Rust, C++, CUDA, etc.) to LLVM IR, then use tool like LLVM to SPIR-V translator and have GPU code that runs on any vendor card?
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?
rust-gpu - 🐉 Making Rust a first-class language and ecosystem for GPU shaders 🚧
arrayfire-rust - Rust wrapper for ArrayFire
rust-gpu-compute-example - Minimal example of using rust-gpu and wgpu to dispatch compute shaders written in rust.
dex-lang - Research language for array processing in the Haskell/ML family
compute-shader-101 - Sample code for compute shader 101 training
Halide - a language for fast, portable data-parallel computation
learn-wgpu - Guide for using gfx-rs's wgpu library.
julia - The Julia Programming Language
ash - Vulkan bindings for Rust
BQN - An APL-like programming language. Self-hosted!
wgpu - Cross-platform, safe, pure-rust graphics api.
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.