82 lines
1.7 KiB
Nix
82 lines
1.7 KiB
Nix
{
|
|
lib,
|
|
buildPythonPackage,
|
|
fetchFromGitHub,
|
|
fetchpatch,
|
|
absl-py,
|
|
chex,
|
|
distrax,
|
|
dm-env,
|
|
jax,
|
|
jaxlib,
|
|
numpy,
|
|
tensorflow-probability,
|
|
dm-haiku,
|
|
optax,
|
|
pytest-xdist,
|
|
pytestCheckHook,
|
|
}:
|
|
|
|
buildPythonPackage rec {
|
|
pname = "rlax";
|
|
version = "0.1.6";
|
|
format = "setuptools";
|
|
|
|
src = fetchFromGitHub {
|
|
owner = "google-deepmind";
|
|
repo = "rlax";
|
|
rev = "refs/tags/v${version}";
|
|
hash = "sha256-v2Lbzya+E9d7tlUVlQQa4fuPp2q3E309Qvyt70mcdb0=";
|
|
};
|
|
|
|
patches = [
|
|
(fetchpatch {
|
|
# Follow chex API change (https://github.com/google-deepmind/chex/pull/52)
|
|
name = "replace-deprecated-chex-assertions";
|
|
url = "https://github.com/google-deepmind/rlax/commit/30e7913a1102667137654d6e652a6c4b9e9ba1f4.patch";
|
|
hash = "sha256-OPnuTKEtwZ28hzR1660v3DcktxTYjhR1xYvFbQvOhgs=";
|
|
})
|
|
];
|
|
|
|
propagatedBuildInputs = [
|
|
absl-py
|
|
chex
|
|
distrax
|
|
dm-env
|
|
jax
|
|
jaxlib
|
|
numpy
|
|
tensorflow-probability
|
|
];
|
|
|
|
nativeCheckInputs = [
|
|
dm-haiku
|
|
optax
|
|
pytest-xdist
|
|
pytestCheckHook
|
|
];
|
|
|
|
pythonImportsCheck = [ "rlax" ];
|
|
|
|
disabledTests = [
|
|
# RuntimeErrors
|
|
"test_cross_replica_scatter_add0"
|
|
"test_cross_replica_scatter_add1"
|
|
"test_cross_replica_scatter_add2"
|
|
"test_cross_replica_scatter_add3"
|
|
"test_cross_replica_scatter_add4"
|
|
"test_learn_scale_shift"
|
|
"test_normalize_unnormalize_is_identity"
|
|
"test_outputs_preserved"
|
|
"test_scale_bounded"
|
|
"test_slow_update"
|
|
"test_unnormalize_linear"
|
|
];
|
|
|
|
meta = with lib; {
|
|
description = "Library of reinforcement learning building blocks in JAX";
|
|
homepage = "https://github.com/deepmind/rlax";
|
|
license = licenses.asl20;
|
|
maintainers = with maintainers; [ onny ];
|
|
};
|
|
}
|