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Top 4 blas-library 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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SimSIMD
Up to 200x Faster Inner Products and Vector Similarity — for Python, JavaScript, Rust, and C, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE 📐
Project mention: Faer-rs: Linear algebra foundation for the Rust programming language | news.ycombinator.com | 2024-04-24BLIS is an interesting new direction in that regard: https://github.com/flame/blis
>The BLAS-like Library Instantiation Software (BLIS) framework is a new infrastructure for rapidly instantiating Basic Linear Algebra Subprograms (BLAS) functionality. Its fundamental innovation is that virtually all computation within level-2 (matrix-vector) and level-3 (matrix-matrix) BLAS operations can be expressed and optimized in terms of very simple kernels.
git clone https://github.com/CNugteren/CLBlast.git cd CLBlast cmake . cmake --build . --config Release mkdir install cmake --install . --prefix ~/CLBlast/install cp libclblast.so* $PREFIX/lib cp ./include/clblast.h ../llama.cpp
blas-libraries related posts
- BLIS: Portable basis for high-performance BLAS-like linear algebra libs
- The Art of High Performance Computing
- Can't compile llama-cpp-python with CLBLAST
- How to OpenCL on a raspberry Pi
- [D] Which BLAS library to choose for apple silicon?
- Column Vectors vs. Row Vectors
- BLIS: Portable software framework for high-performance linear algebra
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A note from our sponsor - WorkOS
workos.com | 30 Apr 2024
Index
What are some of the best open-source blas-library projects? This list will help you:
Project | Stars | |
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1 | blis | 2,091 |
2 | CLBlast | 995 |
3 | SimSIMD | 715 |
4 | slas | 34 |
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