argminmax
libsimdpp
| argminmax | libsimdpp | |
|---|---|---|
| 3 | 1 | |
| 52 | 1,193 | |
| - | - | |
| 5.5 | 0.0 | |
| 23 days ago | 4 months ago | |
| Rust | C++ | |
| MIT License | Boost Software License 1.0 |
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argminmax
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[P] tsdownsample: extremely fast time series downsampling for visualization
Fast: leverages the optimized argminmax crate which is SIMD accelerated with runtime feature detection (matches or even outperforms numpy's speed)
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tsdownsample: extremely fast time series downsampling written in Rust
tsdownsample brings highly optimized time series downsampling to Python, by using the SIMD optimized argminmax crate - which matches or even outperforms numpy's speed (300x faster for f16). Through using runtime feature set detection, this crate selects the most optimal SIMD implementation for the current CPU (supports SSE, AVX(2), AVX512, NEON).
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My first rust project: argminmax - efficient argmin & argmax with SIMD avx2
Code: https://github.com/jvdd/argminmax
libsimdpp
What are some alternatives?
simd-adler32 - A SIMD-accelerated Adler-32 hash algorithm implementation.
xsimd - C++ wrappers for SIMD intrinsics and parallelized, optimized mathematical functions (SSE, AVX, AVX512, NEON, SVE))
tsdownsample - High-performance time series downsampling algorithms for visualization
simde - Implementations of SIMD instruction sets for systems which don't natively support them.
VectorizedKernel - Running GPGPU-like kernels on CPU with auto-vectorization for SSE/AVX/AVX512 SIMD Architectures
highway - Performance-portable, length-agnostic SIMD with runtime dispatch
std-simd - std::experimental::simd for GCC [ISO/IEC TS 19570:2018]
pure_simd - A simple, extensible, portable, efficient and header-only SIMD library!
StringZilla - Up to 10x faster strings for C, C++, Python, Rust, and Swift, leveraging SWAR and SIMD on Arm Neon and x86 AVX2 & AVX-512-capable chips to accelerate search, sort, edit distances, alignment scores, etc 🦖
Vc - SIMD Vector Classes for C++
sse-popcount - SIMD (SSE) population count --- http://0x80.pl/articles/sse-popcount.html
DirectXMath - DirectXMath is an all inline SIMD C++ linear algebra library for use in games and graphics apps