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Top 5 Haskell GPU Projects
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Project mention: What downsides exist to Futhark? Seems almost too good to be true? | /r/CUDA | 2023-06-29
Why Futhark? (futhark-lang.org)
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Someone has opened a PR for accelerate here https://github.com/AccelerateHS/accelerate/pull/525 (sadly seems not actively maintained at the moment, but that can always change if people care enough). I agree for an executable you should freeze your dependencies and compiler version, and using 8.10 is fine. Although there are tons of improvements in 9.2+
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So, I've been working on using this library: https://github.com/AccelerateHS/accelerate-llvm to do GPU programming, and it's really fun, but the problem is that for some reason my machine won't use 100% of the GPU cores (according to nvtop) and I don't know enough about how GPUs work just yet to know what I'm doing wrong.
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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 2023-06-29.
Haskell GPU related posts
- What downsides exist to Futhark? Seems almost too good to be true?
- GPU Programming: When, Why and How?
- Functional GPU programming: what are alternatives or generalizations of the idea of "number of cycles must be known at compile time"?
- The Futhark Programming Language: Functional Array Programming in CUDA
- Achieving High-Performance the Functional Way
- Package management woes
- Programming languages centered around scientific computing?
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getonboard.dev | 28 Nov 2023
Index
What are some of the best open-source GPU projects in Haskell? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | futhark | 2,197 |
| 2 | accelerate | 877 |
| 3 | accelerate-llvm | 148 |
| 4 | lambdacube-compiler | 84 |
| 5 | arrayfire | 59 |
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