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{
lib,
buildPythonPackage,
fetchFromGitHub,
# build-system
setuptools,
# dependencies
absl-py,
etils,
flax,
jax,
jaxlib,
ml-collections,
numpy,
packaging,
typing-extensions,
wrapt,
# tests
keras,
pytestCheckHook,
tensorflow,
tensorflow-datasets,
torch,
}:
buildPythonPackage rec {
pname = "clu";
version = "0.0.12";
pyproject = true;
src = fetchFromGitHub {
owner = "google";
repo = "CommonLoopUtils";
tag = "v${version}";
hash = "sha256-ntqRz3fCXMf0EDQsddT68Mdi105ECBVQpVsStzk2kvQ=";
};
build-system = [
setuptools
];
dependencies = [
absl-py
etils
flax
jax
jaxlib
ml-collections
numpy
packaging
typing-extensions
wrapt
]
++ etils.optional-dependencies.epath;
pythonImportsCheck = [ "clu" ];
nativeCheckInputs = [
keras
pytestCheckHook
tensorflow
tensorflow-datasets
torch
];
disabledTests = [
# AssertionError: [Chex] Assertion assert_trees_all_close failed
"test_collection_mixed_async"
# flaky under load
"test_async_execution"
];
meta = {
description = "Common training loops in JAX";
homepage = "https://github.com/google/CommonLoopUtils";
changelog = "https://github.com/google/CommonLoopUtils/blob/${src.tag}/CHANGELOG.md";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ GaetanLepage ];
};
}
|
