amx-rs
simdutf8
| amx-rs | simdutf8 | |
|---|---|---|
| 1 | 15 | |
| 42 | 509 | |
| - | 0.8% | |
| 4.5 | 1.2 | |
| 6 months ago | 10 days ago | |
| Rust | Rust | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
amx-rs
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Apple AMX instruction set (M1/M2 matrix coprocessor)
Slightly cursed is how I roll. I would like to know where the trick first originated from though (I found it at https://github.com/yvt/amx-rs/blob/main/src/nativeops.rs#L22 rather than inventing it de novo)
simdutf8
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simdutf: Unicode validation and transcoding at billions of characters per second
That's not enough to make it interesting. There's already a porting of it in rust (https://github.com/rusticstuff/simdutf8), and inclusion in the stdlib has already been discussed: the problem is that you can't use simd in all supported targets and conditional compilation/detection is also very tricky.
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Making Rust Float Parsing Fast: libcore Edition
No, libcore uses simple branching code at the moment, see https://github.com/rust-lang/rust/issues/68455. The issue is still actively being worked on. Note, it's not a simple drop in, and there seem to be even faster algorithms. For now there is https://github.com/rusticstuff/simdutf8.
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What's everyone working on this week (19/2021)?
I will work on simdutf8, either
- simdutf8 v0.1.2 - Apple Silicon can get very fast UTF-8 validation too
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simdutf v0.1.1 - A small step for semver, one giant leap for performance.
Now I have to benchmark again, it might be negligable. See also the discussion for this pull request.
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Show HN: High-speed UTF-8 validation in Rust
Check the benchmarks section (https://github.com/rusticstuff/simdutf8#Benchmarks), second table. simdutf8 is up to 28 % faster on my Comet Lake CPU. However with pure ASCII clang does something magical with simdjson and it beats my implementation by a lot. GCC-compiled simdjson is slower all around except for a few outliers with short byte sequences.
The algorithm is the one from simdjson, the main difference is that it uses an extra step in the beginning to align reads to the SIMD block size.
- High-speed UTF-8 validation in Rust
What are some alternatives?
amx - Apple AMX Instruction Set
sqloxide - Python bindings for sqlparser-rs
hora - 🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
simdutf - Unicode routines (UTF8, UTF16, UTF32) and Base64: billions of characters per second using SSE2, AVX2, NEON, AVX-512, RISC-V Vector Extension. Part of Node.js and Bun.
cgmath-rs - A linear algebra and mathematics library for computer graphics.
cxx - Safe interop between Rust and C++
rust-memchr - Optimized string search routines for Rust.
encoding_rs - A Gecko-oriented implementation of the Encoding Standard in Rust
bumpalo - A fast bump allocation arena for Rust
fast_float - Fast and exact implementation of the C++ from_chars functions for number types: 4x to 10x faster than strtod, part of GCC 12 and WebKit/Safari
feel
simdjson - Parsing gigabytes of JSON per second : used by Facebook/Meta Velox, the Node.js runtime, ClickHouse, WatermelonDB, Apache Doris, Milvus, StarRocks