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{
lib,
stdenv,
torch,
buildPythonPackage,
darwinMinVersionHook,
fetchFromGitHub,
# nativeBuildInputs
libpng,
ninja,
which,
# buildInputs
libjpeg_turbo,
# dependencies
numpy,
pillow,
scipy,
# tests
pytest,
writableTmpDirAsHomeHook,
}:
let
inherit (torch) cudaCapabilities cudaPackages cudaSupport;
pname = "torchvision";
version = "0.24.1";
in
buildPythonPackage.override { stdenv = torch.stdenv; } {
format = "setuptools";
inherit pname version;
src = fetchFromGitHub {
owner = "pytorch";
repo = "vision";
tag = "v${version}";
hash = "sha256-ddJWD2xjoNAuyZIaZD7ctcuSQZ9lSUGExWCq1W5prI8=";
};
nativeBuildInputs = [
libpng
ninja
which
]
++ lib.optionals cudaSupport [ cudaPackages.cuda_nvcc ];
buildInputs = [
libjpeg_turbo
libpng
torch.cxxdev
];
dependencies = [
numpy
pillow
torch
scipy
];
env = {
TORCHVISION_INCLUDE = "${libjpeg_turbo.dev}/include/";
TORCHVISION_LIBRARY = "${libjpeg_turbo}/lib/";
}
// lib.optionalAttrs cudaSupport {
TORCH_CUDA_ARCH_LIST = "${lib.concatStringsSep ";" cudaCapabilities}";
FORCE_CUDA = 1;
};
# tests download big datasets, models, require internet connection, etc.
doCheck = false;
pythonImportsCheck = [ "torchvision" ];
nativeCheckInputs = [
pytest
writableTmpDirAsHomeHook
];
checkPhase = ''
py.test test --ignore=test/test_datasets_download.py
'';
meta = {
description = "PyTorch vision library";
homepage = "https://pytorch.org/";
changelog = "https://github.com/pytorch/vision/releases/tag/v${version}";
license = lib.licenses.bsd3;
platforms = with lib.platforms; linux ++ lib.optionals (!cudaSupport) darwin;
maintainers = with lib.maintainers; [ GaetanLepage ];
};
}
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