82 lines
1.7 KiB
Nix
82 lines
1.7 KiB
Nix
{ lib
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, buildPythonPackage
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, fetchFromGitHub
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, fetchpatch
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, absl-py
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, chex
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, distrax
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, dm-env
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, jax
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, jaxlib
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, numpy
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, tensorflow-probability
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, dm-haiku
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, optax
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, pytest-xdist
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, pytestCheckHook
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}:
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buildPythonPackage rec {
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pname = "rlax";
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version = "0.1.6";
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format = "setuptools";
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src = fetchFromGitHub {
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owner = "google-deepmind";
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repo = "rlax";
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rev = "refs/tags/v${version}";
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hash = "sha256-v2Lbzya+E9d7tlUVlQQa4fuPp2q3E309Qvyt70mcdb0=";
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};
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patches = [
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(fetchpatch { # Follow chex API change (https://github.com/google-deepmind/chex/pull/52)
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name = "replace-deprecated-chex-assertions";
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url = "https://github.com/google-deepmind/rlax/commit/30e7913a1102667137654d6e652a6c4b9e9ba1f4.patch";
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hash = "sha256-OPnuTKEtwZ28hzR1660v3DcktxTYjhR1xYvFbQvOhgs=";
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})
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];
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propagatedBuildInputs = [
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absl-py
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chex
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distrax
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dm-env
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jax
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jaxlib
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numpy
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tensorflow-probability
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];
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nativeCheckInputs = [
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dm-haiku
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optax
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pytest-xdist
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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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