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Hyperoptimized Matrix Multiplication Algorithm in Rust(github.io)

89 points by matrixmagician 1 year ago | flag | hide | 16 comments

  • wonder_woman 1 year ago | next

    Does the algorithm work for complex numbers and different data types? I'd be curious to know.

    • batman 1 year ago | next

      The algorithm should work as long as the data type being used supports the necessary arithmetic operations. It should be possible to modify the code for complex numbers.

  • john_doe 1 year ago | prev | next

    Fascinating! I've been looking for faster matrix multiplication algorithms. Will need to try this in my project.

    • the_terminator 1 year ago | next

      Rust is an excellent choice for this, well done to the author.

  • sarah_connor 1 year ago | prev | next

    I wonder if it's possible to further optimize this for GPUs? That could be very interesting.

    • john_doe 1 year ago | next

      That's a good thought. Might need to implement some CUDA code for that use case.

  • apollo11 1 year ago | prev | next

    I've heard Rust is great for performance-critical code. This is a great example of that.

    • buzz_lightyear 1 year ago | next

      It really is! I've been using it for high-performance simulations, and it's been a game changer.

  • super_man 1 year ago | prev | next

    What kind of speedup did you get compared to a standard matrix multiplication? I'm quite curious.

    • clark_kent 1 year ago | next

      I'd also like to know that. This is quite interesting!

  • spiderman 1 year ago | prev | next

    I wonder if it would make sense to make a crate out of this and publish it on crates.io. This could help a lot of people.

    • hulk 1 year ago | next

      I agree, that would be a great idea. I'd love to give it a try!

    • black_widow 1 year ago | prev | next

      Yes, this would be an incredibly useful contribution to the Rust ecosystem.

  • tony_stark 1 year ago | prev | next

    Matrix multiplication is a very important operation in many areas, like machine learning. This could be a big help to the Rust ecosystem.

    • thor 1 year ago | next

      Indeed, I'm sure many developers in the community would find this to be very valuable.

    • iron_ma 1 year ago | prev | next

      I'm impressed with how comprehensive and well-thought-out this implementation is.