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{
lib,
stdenv,
buildPythonPackage,
fetchFromGitHub,
# build-system
setuptools,
# dependencies
addict,
matplotlib,
numpy,
opencv4,
pyyaml,
rich,
termcolor,
yapf,
# checks
bitsandbytes,
coverage,
dvclive,
lion-pytorch,
lmdb,
mlflow,
parameterized,
pytestCheckHook,
transformers,
}:
buildPythonPackage rec {
pname = "mmengine";
version = "0.10.5";
pyproject = true;
src = fetchFromGitHub {
owner = "open-mmlab";
repo = "mmengine";
rev = "refs/tags/v${version}";
hash = "sha256-bZ6O4UOYUCwq11YmgRWepOIngYxYD/fNfM/VmcyUv9k=";
};
build-system = [ setuptools ];
dependencies = [
addict
matplotlib
numpy
opencv4
pyyaml
rich
termcolor
yapf
];
nativeCheckInputs = [
# bitsandbytes (broken as of 2024-07-06)
coverage
dvclive
lion-pytorch
lmdb
mlflow
parameterized
pytestCheckHook
transformers
];
preCheck =
''
export HOME=$TMPDIR
''
# Otherwise, the backprop hangs forever. More precisely, this exact line:
# https://github.com/open-mmlab/mmengine/blob/02f80e8bdd38f6713e04a872304861b02157905a/tests/test_runner/test_activation_checkpointing.py#L46
# Solution suggested in https://github.com/pytorch/pytorch/issues/91547#issuecomment-1370011188
+ ''
export MKL_NUM_THREADS=1
'';
pythonImportsCheck = [ "mmengine" ];
disabledTestPaths = [
# AttributeError
"tests/test_fileio/test_backends/test_petrel_backend.py"
# Freezes forever?
"tests/test_runner/test_activation_checkpointing.py"
# missing dependencies
"tests/test_visualizer/test_vis_backend.py"
# Tests are outdated (runTest instead of run_test)
"mmengine/testing/_internal"
"tests/test_dist/test_dist.py"
"tests/test_dist/test_utils.py"
"tests/test_hooks/test_sync_buffers_hook.py"
"tests/test_model/test_wrappers/test_model_wrapper.py"
"tests/test_optim/test_optimizer/test_optimizer.py"
"tests/test_optim/test_optimizer/test_optimizer_wrapper.py"
];
disabledTests = [
# Tests are disabled due to sandbox
"test_fileclient"
"test_http_backend"
"test_misc"
# RuntimeError
"test_dump"
"test_deepcopy"
"test_copy"
"test_lazy_import"
# AssertionError
"test_lazy_module"
# Require unpackaged aim
"test_experiment"
"test_add_config"
"test_add_image"
"test_add_scalar"
"test_add_scalars"
"test_close"
];
meta = {
description = "Library for training deep learning models based on PyTorch";
homepage = "https://github.com/open-mmlab/mmengine";
changelog = "https://github.com/open-mmlab/mmengine/releases/tag/v${version}";
license = with lib.licenses; [ asl20 ];
maintainers = with lib.maintainers; [ rxiao ];
broken =
stdenv.hostPlatform.isDarwin || (stdenv.hostPlatform.isLinux && stdenv.hostPlatform.isAarch64);
};
}
|
