4 releases (2 breaking)
new 0.14.1 | Nov 16, 2024 |
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0.14.0 | Oct 27, 2024 |
0.11.0 | Jul 5, 2024 |
0.10.0 | May 25, 2024 |
#315 in Machine learning
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Used in 9 crates
(2 directly)
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SLoC
Portable SIMD types for implementing vectorized functions that work across different architectures.
Compared to std::simd it offers the following benefits:
- Works on stable Rust
- Includes infrastructure for dispatching vectorized operations using the optimal instruction set as determined at runtime.
- Includes higher order functions for vectorized maps, folds etc.
Supported architectures
SIMD wrappers are provided for the following architectures:
- Arm Neon
- AVX 2 / FMA
- AVX-512 (requires
avx512
feature and nightly Rust) - WebAssembly SIMD
There is also a scalar fallback that works on all platforms, but provides no performance benefit over non-SIMD code.