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{ 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 ];
};
}
|