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