SIMDCompressionAndIntersection VS xsimd

Compare SIMDCompressionAndIntersection vs xsimd and see what are their differences.

SIMDCompressionAndIntersection

A C++ library to compress and intersect sorted lists of integers using SIMD instructions (by lemire)
Compression integer-compression simd-instructions Simd Algorithms intersection
Source Code
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xsimd

C++ wrappers for SIMD intrinsics and parallelized, optimized mathematical functions (SSE, AVX, AVX512, NEON, SVE)) (by xtensor-stack)
simd-intrinsics Vectorization Simd CPP Avx Neon Sse Avx512 simd-instructions mathematical-functions c-plus-plus-11 Sve
Source Code
xsimd.readthedocs.io
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SIMDCompressionAndIntersection xsimd
1 3
410 2,036
- 2.2%
2.0 8.7
10 months ago 6 days ago
C++ C++
Apache License 2.0 BSD 3-clause "New" or "Revised" License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.

SIMDCompressionAndIntersection

Posts with mentions or reviews of SIMDCompressionAndIntersection. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-18.
  • What scientists must know about hardware to write fast code
    2 projects | news.ycombinator.com | 18 Dec 2021
    If you’re working with time series data and using a vectorized algorithm implemented with SIMD instructions you can achieve decompression speeds approaching 15 GB/s [1].

    Anecdotally when working with biological signals at my day job, compression is a massive win and an absolute no brainer tradeoff when shuffling data across the network or even just storing in memory.

    That said, I think your first point is still reasonable for certain types of data and compression algorithms.

    [1] https://github.com/lemire/SIMDCompressionAndIntersection

xsimd

Posts with mentions or reviews of xsimd. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-03.

What are some alternatives?

When comparing SIMDCompressionAndIntersection and xsimd you can also consider the following projects:

lzbench - lzbench is an in-memory benchmark of open-source LZ77/LZSS/LZMA compressors

highway - Performance-portable, length-agnostic SIMD with runtime dispatch

TurboPFor - Fastest Integer Compression

Vc - SIMD Vector Classes for C++

std_find_simd - std::find simd version

libsimdpp - Portable header-only C++ low level SIMD library

nsimd - Agenium Scale vectorization library for CPUs and GPUs

FastDifferentialCoding - Fast differential coding functions (using SIMD instructions)

optuna - A hyperparameter optimization framework

VectorizedKernel - Running GPGPU-like kernels on CPU with auto-vectorization for SSE/AVX/AVX512 SIMD Architectures

SIMDCompressionAndIntersection vs lzbench xsimd vs highway SIMDCompressionAndIntersection vs TurboPFor xsimd vs Vc SIMDCompressionAndIntersection vs std_find_simd xsimd vs libsimdpp SIMDCompressionAndIntersection vs Vc xsimd vs nsimd SIMDCompressionAndIntersection vs highway xsimd vs FastDifferentialCoding xsimd vs optuna xsimd vs VectorizedKernel