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{
lib,
buildPythonPackage,
fetchFromGitHub,
# build-system
setuptools,
# dependencies
dm-tree,
etils,
numpy,
tabulate,
wrapt,
# tests
click,
docutils,
keras,
pytestCheckHook,
tensorflow,
tensorflow-datasets,
tf-keras,
}:
buildPythonPackage rec {
pname = "dm-sonnet";
version = "2.0.2";
pyproject = true;
src = fetchFromGitHub {
owner = "deepmind";
repo = "sonnet";
tag = "v${version}";
hash = "sha256-WkloUbqSyPG3cbLG8ktsjdluACkCbUZ7t6rYWst8rs8=";
};
build-system = [
setuptools
];
dependencies = [
dm-tree
etils
numpy
tabulate
wrapt
]
++ etils.optional-dependencies.epath;
optional-dependencies = {
tensorflow = [ tensorflow ];
};
nativeCheckInputs = [
click
docutils
keras
pytestCheckHook
tensorflow
tensorflow-datasets
tf-keras
];
# ImportError: `keras.optimizers.legacy` is not supported in Keras 3
preCheck = ''
export TF_USE_LEGACY_KERAS=True
'';
enabledTestPaths = [
# Prevent collecting docs/ext/link_tf_api_test.py which fails with:
# ModuleNotFoundError: No module named 'docs.ext'
"sonnet"
];
disabledTests = [
# AssertionError: 2 != 0 : 2 doctests failed
"test_doctest_sonnet.functional"
# AssertionError: Not equal to tolerance
"testComputationAgainstNumPy1"
# tensorflow.python.framework.errors_impl.InvalidArgumentError: cannot compute MatMul as input #1(zero-based) was expected to be a float tensor but is a half tensor [Op:MatMul]
"testComputationAgainstNumPy0"
"testComputationAgainstNumPy1"
];
pythonImportsCheck = [ "sonnet" ];
meta = {
description = "Library for building neural networks in TensorFlow";
homepage = "https://github.com/deepmind/sonnet";
changelog = "https://github.com/google-deepmind/sonnet/releases/tag/v${version}";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ onny ];
};
}
|
