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flake.nix
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39 lines (38 loc) · 1.06 KB
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# flake.nix for ML with GPU
{
inputs.nixpkgs.url = "github:NixOS/nixpkgs/nixos-unstable";
inputs.flake-utils.url = "github:numtide/flake-utils";
outputs = { self, nixpkgs, flake-utils }:
flake-utils.lib.eachDefaultSystem (system:
let
pkgs = import nixpkgs {
inherit system;
config = {
allowUnfree = true;
cudaSupport = true;
};
};
python = pkgs.python3.withPackages (ps: with ps; [
torch # PyTorch with CUDA
torchvision
numpy
pandas
matplotlib
jupyter
tensorboard
]);
in {
devShells.default = pkgs.mkShell {
packages = [
python
pkgs.cudaPackages.cudatoolkit
pkgs.cudaPackages.cudnn
];
shellHook = ''
export CUDA_PATH="${pkgs.cudaPackages.cudatoolkit}"
export LD_LIBRARY_PATH="${pkgs.cudaPackages.cudatoolkit}/lib:${pkgs.cudaPackages.cudnn}/lib:$LD_LIBRARY_PATH"
'';
};
}
);
}