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{
lib,
buildPythonPackage,
fetchPypi,
# build-system
poetry-core,
# dependencies
jax,
jaxlib,
tensorflow-probability,
# tests
inference-gym,
pytestCheckHook,
}:
buildPythonPackage rec {
pname = "oryx";
version = "0.2.9";
pyproject = true;
# No more tags on GitHub. See https://github.com/jax-ml/oryx/issues/95
src = fetchPypi {
inherit pname version;
hash = "sha256-HlKUnguTNfs7gSqIJ0n2EjjLXPUgtI2JsQM70wKMeXs=";
};
build-system = [ poetry-core ];
dependencies = [
jax
jaxlib
tensorflow-probability
];
pythonImportsCheck = [ "oryx" ];
nativeCheckInputs = [
inference-gym
pytestCheckHook
];
disabledTests = [
# ValueError: Number of devices 1 must equal the product of mesh_shape (1, 2)
"test_plant"
"test_plant_before_shmap"
"test_plant_inside_shmap_fails"
"test_reap"
"test_reap_before_shmap"
"test_reap_inside_shmap_fails"
# ValueError: Variable has already been reaped
"test_call_list"
"test_call_tuple"
"test_dense_combinator"
"test_dense_function"
"test_dense_imperative"
"test_function_in_combinator_in_function"
"test_grad_of_function_with_literal"
"test_grad_of_shared_layer"
"test_grad_of_stateful_function"
"test_kwargs_rng"
"test_kwargs_training"
"test_kwargs_training_rng"
"test_reshape_call"
"test_scale_by_adam_should_scale_by_adam"
"test_scale_by_schedule_should_update_scale"
"test_scale_by_stddev_should_scale_by_stddev"
"test_trace_should_keep_track_of_momentum_with_nesterov"
# NotImplementedError: No registered inverse for `split`
"test_inverse_of_split"
# jax.errors.UnexpectedTracerError: Encountered an unexpected tracer
"test_can_plant_into_jvp_of_custom_jvp_function_unimplemented"
"test_forward_Scale"
# ValueError: No variable declared for assign: update_1
"test_optimizer_adam"
"test_optimizer_noisy_sgd"
"test_optimizer_rmsprop"
"test_optimizer_sgd"
"test_optimizer_sgd_with_momentum"
"test_optimizer_sgd_with_nesterov_momentum"
# AssertionError
# ACTUAL: array(-2.337877, dtype=float32)
# DESIRED: array(0., dtype=float32)
"test_can_map_over_batches_with_vmap_and_reduce_to_scalar_log_prob"
"test_vmapping_distribution_reduces_to_scalar_log_prob"
# TypeError: _dot_general_shape_rule() missing 1 required keyword-only argument: 'out_sharding'
"test_can_rewrite_dot_to_einsu"
# AttributeError: 'float' object has no attribute 'shape'
"test_add_noise_should_add_noise"
"test_apply_every_should_delay_updates"
# TypeError: Error interpreting argument to functools.partial(...) as an abstract array
"test_can_rewrite_nested_expression_into_single_einsum"
];
disabledTestPaths = [
# ValueError: Variable has already been reaped
"oryx/experimental/nn/normalization_test.py"
"oryx/experimental/nn/pooling_test.py"
];
meta = {
description = "Library for probabilistic programming and deep learning built on top of Jax";
homepage = "https://github.com/jax-ml/oryx";
changelog = "https://github.com/jax-ml/oryx/releases/tag/v${version}";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ GaetanLepage ];
# oryx seems to be incompatible with jax 0.5.1
# 237 additional test failures are resulting from the jax bump.
broken = true;
};
}
|
