Top 10 Rust Simd Projects
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hora
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
Project mention: Hora, an blazingly fast AI Similarity search algorithm library (IOS Version) | reddit.com/r/swift | 2021-09-04$ rustup target add aarch64-apple-ios aarch64-apple-ios $ cargo install cargo-lipo $ git clone https://github.com/hora-search/hora-ios $ cd hora-ios/hora $ cargo lipo --release
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Project mention: Couldn’t stop laughing for a while when i saw this | reddit.com/r/Stellaris | 2021-10-15
If you want to uwuify anything super fast: https://github.com/Daniel-Liu-c0deb0t/uwu
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Scout APM
Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.
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Project mention: I want to change my point of view by key input in glium. | reddit.com/r/rust | 2021-07-11
There's also a good crate which you can use to quickly create the required matrices called cgmath: https://crates.io/crates/cgmath
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If I ever have the time to finish Thermite, I'd suggest that for this.
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PS: You can use safe_arch to make code a bit more readable. Or even wide.
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Project mention: Memchr 2.4 now has an implementation of substring search on arbitrary bytes | reddit.com/r/rust | 2021-05-03
Aside from that, their SIMD implementation is better optimized than the one I wrote. Aside from the codegen problem I talked about on that PR, sliceslice does better with its confirmation step by specializing calls to memcmp for all needles up to length 16. This repeats the entire implementation 16 times or so (for each of SSE2 and AVX2, so 32 in total I believe), but lets the memcmp call be a bit better than a generic one. We could do the same in memchr, but I wanted to see how much mileage we could get with fewer copies of the code and a lower latency implementation of memcmp.
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varint-simd
Decoding and encoding gigabytes of LEB128 variable-length integers per second in Rust with SIMD
Project mention: Show HN: Using SIMD to decode and encode gigabytes of varints per second in Rust | news.ycombinator.com | 2021-01-01 -
Project mention: What's everyone working on this week (including AoC) 49/2021? | reddit.com/r/rust | 2021-12-06
here
Rust Simd related posts
- What's everyone working on this week (including AoC) 49/2021?
- Couldn’t stop laughing for a while when i saw this
- Rust SIMD native vs. C-Libary
- UwU as a Sewvice: API for all your uwuifying needs
- simdutf: Unicode validation and transcoding at billions of characters per second
- Telling the compiler to use SIMD
- Everyone told me you can do some powerful things using pipes, but I had no idea...
Index
What are some of the best open-source Simd projects in Rust? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | hora | 2,112 |
| 2 | uwu | 928 |
| 3 | cgmath-rs | 877 |
| 4 | simd-json | 601 |
| 5 | thermite | 152 |
| 6 | multiversion | 101 |
| 7 | wide | 97 |
| 8 | sliceslice-rs | 54 |
| 9 | varint-simd | 30 |
| 10 | zune-jpeg | 1 |
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