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