karamel
futhark
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| karamel | futhark | |
|---|---|---|
| 1 | 52 | |
| 384 | 2,291 | |
| 2.1% | 2.2% | |
| 9.4 | 9.8 | |
| 7 days ago | 3 days ago | |
| OCaml | Haskell | |
| Apache License 2.0 | ISC License |
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karamel
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Let's collect relatively new research programming languages in this thread
Jasmin and F* don't have similar goals, Jasmin is a language designed to precisely express low-level code, while F* is a generalist language for verified programming. There is a subsystem of F* that performs extraction to "readable C code", Karamel (used to be called Kremlin), but you get the usual limitations of C code as a high-level assembler, and also an embedded assembly layer built on Vale. Project Everest therefore generates artifacts that are a mix of C and assembly, rather than a new low-level language design as Jasmin.
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?
jasmin - Language for high-assurance and high-speed cryptography
arrayfire-rust - Rust wrapper for ArrayFire
koika - A core language for rule-based hardware design 🦑
dex-lang - Research language for array processing in the Haskell/ML family
datafun - Research on integrating datalog & lambda calculus via monotonicity types
Halide - a language for fast, portable data-parallel computation
cogent - Cogent Project
julia - The Julia Programming Language
cubicaltt - Experimental implementation of Cubical Type Theory
BQN - An APL-like programming language. Self-hosted!
ponyc - Pony is an open-source, actor-model, capabilities-secure, high performance programming language
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.