2022-07-18 16:21:45 +00:00
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{ lib
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, fetchPypi
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, buildPythonPackage
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, chex
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, jaxlib
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, tensorflow-probability
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, optax
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, dm-haiku
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, bsuite
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, frozendict
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, pytestCheckHook
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, dm-env
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, distrax }:
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buildPythonPackage rec {
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pname = "rlax";
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2023-03-15 16:39:30 +00:00
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version = "0.1.5";
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2022-07-18 16:21:45 +00:00
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src = fetchPypi {
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inherit pname version;
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2023-03-15 16:39:30 +00:00
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hash = "sha256-GRqiGacyHZpVKUqfAteMjRV4EtdHkSgfFRj/H76bBVo=";
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2022-07-18 16:21:45 +00:00
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};
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buildInputs = [
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chex
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jaxlib
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distrax
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tensorflow-probability
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];
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2023-02-02 18:25:31 +00:00
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nativeCheckInputs = [
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2022-07-18 16:21:45 +00:00
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bsuite
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dm-env
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dm-haiku
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frozendict
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optax
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pytestCheckHook
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];
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pythonImportsCheck = [
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"rlax"
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];
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disabledTests = [
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# RuntimeErrors
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"test_cross_replica_scatter_add0"
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"test_cross_replica_scatter_add1"
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"test_cross_replica_scatter_add2"
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"test_cross_replica_scatter_add3"
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"test_cross_replica_scatter_add4"
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"test_learn_scale_shift"
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"test_normalize_unnormalize_is_identity"
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"test_outputs_preserved"
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"test_scale_bounded"
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"test_slow_update"
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"test_unnormalize_linear"
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];
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meta = with lib; {
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description = "Library of reinforcement learning building blocks in JAX";
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homepage = "https://github.com/deepmind/rlax";
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license = licenses.asl20;
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maintainers = with maintainers; [ onny ];
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};
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}
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