christoph/flake-nixinator
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add python ML flake

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Christoph Urlacher
2022-11-13 16:35:18 +01:00
parent 2deaa30406
commit abe1d62fc0
1 changed files with 70 additions and 0 deletions
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flakes/python_pytorch.nix Normal file
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{
description = "Machine Learning Environment";
inputs.nixpkgs.url = "github:NixOS/nixpkgs/nixpkgs-unstable";
inputs.flake-utils.url = "github:numtide/flake-utils";
inputs.devshell.url = "github:numtide/devshell";
outputs = { self, nixpkgs, flake-utils, devshell }:
flake-utils.lib.eachDefaultSystem (system:
let
pkgs = import nixpkgs {
inherit system;
config.allowUnfree = true;
overlays = [ devshell.overlay ];
};
# TODO: Originally it was nixpkgs.fetchurl but that didn't work, pkgs.fetchurl did...
# Determine the difference between nixpkgs and pkgs
# NOTE: These packages have to be updated manually!
# Taken from: https://github.com/gbtb/nix-stable-diffusion/blob/master/flake.nix
# Overlay: https://nixos.wiki/wiki/Overlays
# FetchURL: https://ryantm.github.io/nixpkgs/builders/fetchers/
torch-rocm = pkgs.hiPrio (pkgs.python310Packages.torch-bin.overrideAttrs (old: {
src = pkgs.fetchurl {
name = "torch-1.12.1+rocm5.1.1-cp310-cp310-linux_x86_64.whl";
url = "https://download.pytorch.org/whl/rocm5.1.1/torch-1.12.1%2Brocm5.1.1-cp310-cp310-linux_x86_64.whl";
hash = "sha256-kNShDx88BZjRQhWgnsaJAT8hXnStVMU1ugPNMEJcgnA=";
};
}));
torchvision-rocm = pkgs.hiPrio (pkgs.python310Packages.torchvision-bin.overrideAttrs (old: {
src = pkgs.fetchurl {
name = "torchvision-0.13.1+rocm5.1.1-cp310-cp310-linux_x86_64.whl";
url = "https://download.pytorch.org/whl/rocm5.1.1/torchvision-0.13.1%2Brocm5.1.1-cp310-cp310-linux_x86_64.whl";
hash = "sha256-mYk4+XNXU6rjpgWfKUDq+5fH/HNPQ5wkEtAgJUDN/Jg=";
};
}));
myPython = pkgs.python310.withPackages (p: with p; [
# Basic
rich
# MachineLearning
torch-rocm
torchvision-rocm
numpy
matplotlib
nltk
]);
in {
devShell = pkgs.devshell.mkShell {
name = "Machine Learning Environment";
packages = with pkgs; [
myPython
nodePackages.pyright # LSP
];
# Use $1 for positional args
commands = [
# {
# name = "";
# help = "";
# command = "";
# }
];
};
});
}