Giter Club home page Giter Club logo

cmaes's People

Contributors

loispostula avatar pengowen123 avatar pnevyk avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

cmaes's Issues

Utilize GPU for matrix multiplication?

Hello! It's me again!

I've been optimizing eant2, mostly just minor stuff like amortizing allocations and increasing cache hits, parallelism, etc.

The real meat of the work of eant2 is done in CMA-ES land.

What portion of that is matrix multiplication & other parallel operations that would benefit from integration with rust-gpu and the like?

I'm interested in running "big" problems through eant2 on my consumer machine, and I'd like to understand the distribution of time spent inside cma-es. Is it known? Do you have any information on where time is spent? First thing that came to mind is GPU acceleration of course.

Thank you.

More documentation on dependencies

I was trying to give this a shot, but I haven't been able to puzzle out how to get net-lib to compile.

It's a bit unclear what dependencies are exactly required, and whether windows is a good idea or if it's best to go straight to linux.

The project looks absolutely fantastic, looking forward to trying it out for a physics engines meta-parameters!

Support complex types?

I have a requirement for using cma-es with Complex<f64> arrays. How hard do you think it would be to add support for this?

Can evaluation be parallelized over individuals?

Hello,
First of all, congratulations for the work you have done.
In some of my tests the objective function is quite heavy, and I can't help but notice that the solver loop uses just 1 core at once.
I can't find a setting to enable parallelism, is this my fault or is there not? And if so, is it planned?

Kind regards.

Why not on crates.io?

I was surprised to discovered that I couldn't find an implementation of CMA-ES on crates.io and further suprised to discover that your, apparently polished and ready for use, implementation exists but is not published there.

Is there a reason for that?

Building on Windows

Building currently does not work on Windows due to issues with compiling netlib, but using Intel's MKL might work instead (see this comment).

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.