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Beyond OpenMP in C++ and Rust: Taskflow, Rayon, Fork Union

https://ashvardanian.com/posts/beyond-openmp-in-cpp-rust/
22•ashvardanian•1h ago

Comments

seivan•1h ago
Wow that was a big difference between rayon and fork union. But it’s still missing convenience apis for drop in par_iter().
ashvardanian•59m ago
Implementing convenience APIs in Rust has been tricky, since a lot of the usual memory-safety semantics start to break once you push into fast concurrent code that shares buffers across threads. My early drafts were riddled with unsafe and barely functional, so I’d definitely welcome suggestions for quality-of-life improvements.
ashvardanian•1h ago
I likely posted this a few months ago, and it looks like it just got bumped by the platform. Since then the library has seen some improvements (especially if you run on a Linux NUMA box), and the GitHub README is probably the best place to start now: https://github.com/ashvardanian/fork_union

There are still a few blind spots I’m working on hardening, and if you have suggestions, I’d be glad to see them in issues or PRs :)

alextingle•1h ago
How does it compare to Intel's TBB?
ashvardanian•52m ago
I was asked this a few months back but don’t have the measurements fresh anymore. In general, I think TBB is one of the more thorough and feature-rich parallelism libraries out there. That said, I just found a comparable usage example in my benchmarks, and it doesn’t look like TBB will have the same low-latency profile as Fork Union: https://github.com/ashvardanian/ParallelReductionsBenchmark/...

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