JAX: Difference between revisions
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[https://github.com/google/jax JAX] is a framework for program transformation, esp. for automatic differentiation and machine learning. It's available on Nix/NixOS in the <code>python3Packages.{jax, jaxlib, jaxlibWithCuda}</code> packages. | [https://github.com/google/jax JAX] is a framework for program transformation, esp. for automatic differentiation and machine learning. It's available on Nix/NixOS in the <code>python3Packages.{jax, jaxlib, jaxlibWithCuda}</code> packages. | ||
'''Cache''': Using the [https://app.cachix.org/cache/cuda-maintainers#pull cuda-maintainers cache] is recommended! It will save you valuable time and electrons. Getting set up should be as simple as <code>cachix use cuda-maintainers</code>. See the [[CUDA]] wiki page for more info. | |||
NOTE: JAX requires Python 3.9, the current version of <code>python3</code> in nixpkgs (as of 9/4/2021). JAX is currently only packaged for x86_64-linux (send a PR for your platform!). | NOTE: JAX requires Python 3.9, the current version of <code>python3</code> in nixpkgs (as of 9/4/2021). JAX is currently only packaged for x86_64-linux (send a PR for your platform!). | ||