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{ lib
, buildPythonPackage
, fetchFromGitHub
, pytestCheckHook
, pytest_xdist
, pythonOlder
, matplotlib
, mock
, pytorch
, pynvml
, scikit-learn
, tqdm
}:
buildPythonPackage rec {
pname = "ignite";
version = "0.4.5";
src = fetchFromGitHub {
owner = "pytorch";
repo = pname;
rev = "v${version}";
sha256 = "057v8v5p2picmgiidr9lzjbh7nj54pv95m6lyya3y7dw4vzaamij";
};
checkInputs = [ pytestCheckHook matplotlib mock pytest_xdist ];
propagatedBuildInputs = [ pytorch scikit-learn tqdm pynvml ];
# runs succesfully in 3.9, however, async isn't correctly closed so it will fail after test suite.
doCheck = pythonOlder "3.9";
# Some packages are not in NixPkgs; other tests try to build distributed
# models, which doesn't work in the sandbox.
# avoid tests which need special packages
pytestFlagsArray = [
"--ignore=tests/ignite/contrib/handlers/test_trains_logger.py"
"--ignore=tests/ignite/metrics/test_dill.py"
"--ignore=tests/ignite/metrics/test_ssim.py"
"tests/"
];
# disable tests which need specific packages
disabledTests = [
"idist"
"tensorboard"
"mlflow"
"trains"
"visdom"
"test_setup_neptune"
"test_output_handler" # needs mlflow
"test_integration"
"test_pbar" # slight output differences
"test_write_results"
"test_setup_plx"
];
meta = with lib; {
description = "High-level training library for PyTorch";
homepage = "https://pytorch.org/ignite";
license = licenses.bsd3;
maintainers = [ maintainers.bcdarwin ];
};
}
|