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flake.nix
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flake.nix
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{
description = "My collection of machine learning packages for nix";
inputs = {
nixpkgs.url = "github:nixos/nixpkgs/nixos-unstable";
flake-utils.url = "github:numtide/flake-utils";
# Nixpkgs patching
nixpkgs-unpatched.url = "github:nixos/nixpkgs/nixos-unstable";
# kornia-patch = {
# url = "path:patches/193229.diff";
# url = "https://github.com/NixOS/nixpkgs/pull/193229.diff";
# flake = false;
# };
# segments-ai-patch = {
# url = "path:patches/191371.diff";
# url = "https://github.com/NixOS/nixpkgs/pull/191371.diff";
# flake = false;
# };
# torchdata-bin-patch = {
# url = "path:patches/187779.diff";
# url = "https://github.com/NixOS/nixpkgs/pull/187779.diff";
# flake = false;
# };
# Nix imports
amazon-s3-plugin-for-pytorch = {
url = "https://raw.githubusercontent.com/NixOS/nixpkgs/835b9f2b58277fac67eb96b5ab2d21f2315295e6/pkgs/development/python-modules/amazon-s3-plugin-for-pytorch/default.nix";
flake = false;
};
pytorch-unstable = {
url = "https://raw.githubusercontent.com/rehno-lindeque/nixpkgs/f43cfcd81387c453ef74da55e098cd076885a2b2/pkgs/development/python-modules/pytorch/unstable.nix";
flake = false;
};
torchdata-unstable = {
url = "https://raw.githubusercontent.com/rehno-lindeque/nixpkgs/7c1748a0e607bbfc24be50d13c6b54f671be5af5/pkgs/development/python-modules/torchdata/unstable.nix";
flake = false;
};
expecttest = {
url = "https://raw.githubusercontent.com/NixOS/nixpkgs/da2b767621fd538881e130d12ecdfdd3195727a3/pkgs/development/python-modules/expecttest/default.nix";
flake = false;
};
sacrebleu = {
url = "https://raw.githubusercontent.com/NixOS/nixpkgs/64ab7ab9debb6d93311083a735419f837d8d6022/pkgs/development/python-modules/sacrebleu/default.nix";
flake = false;
};
fairseq = {
url = "https://raw.githubusercontent.com/NixOS/nixpkgs/3b4512affed042a5bab8debdd6a41b0eb7d143da/pkgs/development/python-modules/fairseq/default.nix";
flake = false;
};
torchtext = {
url = "https://raw.githubusercontent.com/NixOS/nixpkgs/c96132b4a0df81106c91bddca6f895fe5d44469e/pkgs/development/python-modules/torchtext/default.nix";
flake = false;
};
torchaudio = {
url = "https://raw.githubusercontent.com/NixOS/nixpkgs/ffe409095cfcec679fe0f0a97db6adb4c0c6d32d/pkgs/development/python-modules/torchaudio/default.nix";
flake = false;
};
tensorflow-tensorboard = {
url = "https://raw.githubusercontent.com/rehno-lindeque/nixpkgs/e6997a4c433c117563443952e5de5cd4265d0065/pkgs/development/python-modules/tensorflow-tensorboard/default.nix";
flake = false;
};
};
outputs = {
self,
nixpkgs,
flake-utils,
...
}: let
nixpkgs-patched = (nixpkgs.legacyPackages.x86_64-linux.applyPatches {
name = "nixpkgs-patched";
src = self.inputs.nixpkgs-unpatched;
patches = [
./patches/219854.diff # kornia-patch
./patches/191371.diff # segments-ai-patch
./patches/187779.diff # torchdata-bin-patch
# self.inputs.kornia-patch
# self.inputs.segments-ai-patch
# self.inputs.torchdata-bin-patch
];
}).outPath;
# pytorch is not available on aarch64 for now
eachEnvironment = f:
flake-utils.lib.eachSystem [flake-utils.lib.system.x86_64-linux]
(
system:
f {
inherit system;
pkgs = import nixpkgs {
inherit system;
config = {
allowUnfree = true;
cudaSupport = true;
cudnnSupport = true;
};
overlays = [
self.overlays.default
];
};
}
);
in
eachEnvironment ({
pkgs,
system,
}: {
packages = {
inherit
(pkgs.python3Packages)
amazon-s3-plugin-for-pytorch
efficientnet-pytorch
einops
expecttest
keras
keras-resnet
keras-retinanet
kornia
pretrainedmodels
pytorch
pytorch-bin
pytorch-nightly-bin
pytorch-unstable
sacrebleu
segments-ai
tensorflow-tensorboard
torchaudio-nightly-bin
torchdata-bin
torchdata-nightly-bin
torchdata-unstable
torchtext-nightly-bin
torchvision-nightly-bin
types-pillow
yaspin
;
# Known out of date relative to nixpkgs pin (or otherwise broken):
# albumentations
# aravis
# darkflow
# deep-chainmap
# ideepcolor
# imagenet-utils
# labelimg
# openpano
# qdarkstyle
# segmentation-models-pytorch
# timm
# fairseq # doesn't build at the moment due to cmake version
# torchtext
# wandb
};
})
// {
overlays = import ./overlays.nix { flake = self; inherit nixpkgs-patched; };
checks = self.packages;
};
}