{ buildPythonPackage , fetchFromGitHub , jaxlib , jax , keras , lib , matplotlib , msgpack , numpy , optax , pytest-xdist , pytestCheckHook , tensorflow , fetchpatch , rich }: buildPythonPackage rec { pname = "flax"; version = "0.6.5"; src = fetchFromGitHub { owner = "google"; repo = pname; rev = "refs/tags/v${version}"; hash = "sha256-Vv68BK83gTIKj0r9x+twdhqmRYziD0vxQCdHkYSeTak="; }; buildInputs = [ jaxlib ]; propagatedBuildInputs = [ jax matplotlib msgpack numpy optax rich ]; pythonImportsCheck = [ "flax" ]; nativeCheckInputs = [ keras pytest-xdist pytestCheckHook tensorflow ]; pytestFlagsArray = [ "-W ignore::FutureWarning" "-W ignore::DeprecationWarning" ]; disabledTestPaths = [ # Docs test, needs extra deps + we're not interested in it. "docs/_ext/codediff_test.py" # The tests in `examples` are not designed to be executed from a single test # session and thus either have the modules that conflict with each other or # wrong import paths, depending on how they're invoked. Many tests also have # dependencies that are not packaged in `nixpkgs` (`clu`, `jgraph`, # `tensorflow_datasets`, `vocabulary`) so the benefits of trying to run them # would be limited anyway. "examples/*" ]; disabledTests = [ # See https://github.com/google/flax/issues/2554. "test_async_save_checkpoints" "test_jax_array0" "test_jax_array1" "test_keep0" "test_keep1" "test_optimized_lstm_cell_matches_regular" "test_overwrite_checkpoints" "test_save_restore_checkpoints_target_empty" "test_save_restore_checkpoints_target_none" "test_save_restore_checkpoints_target_singular" "test_save_restore_checkpoints_w_float_steps" "test_save_restore_checkpoints" ]; meta = with lib; { description = "Neural network library for JAX"; homepage = "https://github.com/google/flax"; changelog = "https://github.com/google/flax/releases/tag/v${version}"; license = licenses.asl20; maintainers = with maintainers; [ ndl ]; # Requires orbax which is not available broken = true; }; }