Futhark Compiler

Open-source Futhark projects categorized as Compiler

Futhark Compiler Projects

  • pareas

    GPU-accelerated compiler

  • Project mention: GPU Programming: When, Why and How? | news.ycombinator.com | 2023-06-19

    Compared to Halide:

    * Futhark does not expose a scheduling language that gives you precise control over code generation. This is probably the main selling point of Halide.

    * Futhark has a much broader focus than Halide, which is mainly oriented towards image processing. Futhark wants to support arbitrary data parallel computation. E.g. see this compiler written in Futhark: https://github.com/Snektron/pareas

    Compared to Sycl:

    * Futhark is a non-embedded language that is more high level than Sycl. The goals are similar in the sense that both systems to try make (data) parallel programming more accessible. The vision behind Futhark is that the conventional functional programming vocabulary is actually a pretty good fit for parallelism, and that an aggressively optimising compiler can reduce or eliminate the overhead of abstraction. I don't think Sycl is as focused on high levels of abstraction, but rather focuses on being a relatively low-level portable programming interface.

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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).

Index

Project Stars
1 pareas 127

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