cblas-sys VS matrixmultiply

Compare cblas-sys vs matrixmultiply and see what are their differences.

matrixmultiply

General matrix multiplication of f32 and f64 matrices in Rust. Supports matrices with general strides. (by bluss)
Our great sponsors
  • WorkOS - The modern identity platform for B2B SaaS
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • SaaSHub - Software Alternatives and Reviews
cblas-sys matrixmultiply
1 4
4 202
- -
10.0 6.0
over 3 years ago about 2 months ago
Rust Rust
GNU General Public License v3.0 or later Apache License 2.0
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.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.

cblas-sys

Posts with mentions or reviews of cblas-sys. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-08-27.
  • Faster `matrixmultiply` ?
    3 projects | /r/rust | 27 Aug 2022
    I've switched to just using the AMD BLIS library, and linking through cblas-sys. One day I would like to rewrite a matmul and convolution library with packed-simd-2 or portable-simd when they and const generics are finished.

matrixmultiply

Posts with mentions or reviews of matrixmultiply. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-07-09.
  • Help understanding the state of ndarrays and linalg in Rust.
    2 projects | /r/rust | 9 Jul 2023
    The matrixmultiply crate from the ndarray author (https://github.com/bluss/matrixmultiply) is one such implementation. It uses the same algorithm as the BLIS project (https://www.cs.utexas.edu/users/flame/pubs/TOMS-BLIS-Analytical.pdf) to partition the problem and exploit the cache hierarchy. It isn't as well tuned as eg. Intel MKL or BLIS, but the results are very respectable.
  • faer 0.8.0 release
    6 projects | /r/rust | 21 Apr 2023
    Do you plan to support integers as native types? I know there is an issue for the crate matrixmultiply for that, it seems it can be problematic because of overflow.
  • Faster `matrixmultiply` ?
    3 projects | /r/rust | 27 Aug 2022
    There's a famous crate [matrixmultiply](https://github.com/bluss/matrixmultiply) for matrix-matrix multiplication in Rust. But it's a bit slow for me.
  • Nim vs Rust Benchmarks
    10 projects | news.ycombinator.com | 7 Feb 2022
    In my benchmarks, Nim is faster than Rust:

    - multithreading runtime (i.e Rayon vs Weave https://github.com/mratsim/weave)

    - Cryptography: https://hackmd.io/@gnark/eccbench#Pairing

    - Scientific computing / matrix multiplication: https://github.com/bluss/matrixmultiply/issues/34#issuecomme...

    There is no inherent reason why a Nim program would be slower than Rust.

What are some alternatives?

When comparing cblas-sys and matrixmultiply you can also consider the following projects:

matrixmultiply_mt - A Multithreaded, processor specialized, fork of the matrixmultiply crate

weave - A state-of-the-art multithreading runtime: message-passing based, fast, scalable, ultra-low overhead

rust-ndarray - ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations

Programming-Language-Benchmarks - Yet another implementation of computer language benchmarks game

Programming-Language-Benchmark

Graal - GraalVM compiles Java applications into native executables that start instantly, scale fast, and use fewer compute resources 🚀

faer-rs - Linear algebra foundation for the Rust programming language

rust - Empowering everyone to build reliable and efficient software.

nalgebra - Linear algebra library for Rust.

cosmopolitan - build-once run-anywhere c library

manim - Animation engine for explanatory math videos