nixpkgs/pkgs/development/python-modules/flax/default.nix
2022-10-24 11:19:04 -07:00

92 lines
2.0 KiB
Nix

{ buildPythonPackage
, fetchFromGitHub
, jaxlib
, jax
, keras
, lib
, matplotlib
, msgpack
, numpy
, optax
, pytest-xdist
, pytestCheckHook
, tensorflow
, fetchpatch
, rich
}:
buildPythonPackage rec {
pname = "flax";
version = "0.6.1";
src = fetchFromGitHub {
owner = "google";
repo = pname;
rev = "refs/tags/v${version}";
sha256 = "sha256-fZiODo+izOwGjCCTvi11GvUG/VQL1DV9bNXKjvIIw4A=";
};
buildInputs = [ jaxlib ];
propagatedBuildInputs = [
jax
matplotlib
msgpack
numpy
optax
rich
];
pythonImportsCheck = [
"flax"
];
checkInputs = [
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";
license = licenses.asl20;
maintainers = with maintainers; [ ndl ];
};
}