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Top 6 simd-intrinsic Open-Source Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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xsimd
C++ wrappers for SIMD intrinsics and parallelized, optimized mathematical functions (SSE, AVX, AVX512, NEON, SVE))
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tsunami
A High Performance C# wrapper that allows you to get the benefits of SIMD Intrinsics on List<T>. (by gregyjames)
Project mention: Llamafile 0.7 Brings AVX-512 Support: 10x Faster Prompt Eval Times for AMD Zen 4 | news.ycombinator.com | 2024-03-31The bf16 dot instruction replaces 6 instructions: https://github.com/google/highway/blob/master/hwy/ops/x86_12...
I was curious about these libraries a few weeks ago and did some searching. Is there one that's got a clearly dominating set of users or contributors?
I don't know what a good way to compare these might be, other than perhaps activity/contributor count.
[1] https://github.com/simd-everywhere/simde
[2] https://github.com/ermig1979/Simd
[3] https://github.com/google/highway
[4] https://gitlab.com/libeigen/eigen
[5] https://github.com/shibatch/sleef
https://github.com/xtensor-stack/xsimd
GH topics > HashMap:
Project mention: GitHub - gregyjames/tsunami: A High Performance C# wrapper for working with Vector<T> for SIMD Intrinsics. It allows you to get all the performance benefits of SIMD instructions without having to worry about things like memory management, resizing inputs or dealing with the Vector type. | /r/coolgithubprojects | 2023-06-15
simd-intrinsics related posts
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Rise: Accelerate the Development of Open Source Software for RISC-V
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SIMD with Zig
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SIMD intrinsics and the possibility of a standard library solution
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SIMD Everywhere – SIMD intrinsics on hardware which doesn't support them
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Making Your Own Tools
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Adobe Photoshop Ships on Macs Apple Silicon/M1 – 50% Faster
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A note from our sponsor - SaaSHub
www.saashub.com | 7 May 2024
Index
What are some of the best open-source simd-intrinsic projects? This list will help you:
Project | Stars | |
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1 | highway | 3,656 |
2 | simde | 2,175 |
3 | xsimd | 2,043 |
4 | simd_utils | 80 |
5 | intel-intrinsics | 66 |
6 | tsunami | 6 |
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