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{
lib,
buildPythonPackage,
fetchFromGitHub,
jax,
jaxlib,
keras,
numpy,
parameterized,
pillow,
pytestCheckHook,
pythonOlder,
scipy,
setuptools,
tensorboard,
tensorflow,
}:
buildPythonPackage rec {
pname = "objax";
version = "1.8.0";
pyproject = true;
disabled = pythonOlder "3.9";
src = fetchFromGitHub {
owner = "google";
repo = "objax";
rev = "refs/tags/v${version}";
hash = "sha256-WD+pmR8cEay4iziRXqF3sHUzCMBjmLJ3wZ3iYOD+hzk=";
};
patches = [
# Issue reported upstream: https://github.com/google/objax/issues/270
./replace-deprecated-device_buffers.patch
];
build-system = [ setuptools ];
# Avoid propagating the dependency on `jaxlib`, see
# https://github.com/NixOS/nixpkgs/issues/156767
buildInputs = [ jaxlib ];
dependencies = [
jax
numpy
parameterized
pillow
scipy
tensorboard
];
pythonImportsCheck = [ "objax" ];
# This is necessay to ignore the presence of two protobufs version (tensorflow is bringing an
# older version).
catchConflicts = false;
nativeCheckInputs = [
keras
pytestCheckHook
tensorflow
];
pytestFlagsArray = [ "tests/*.py" ];
disabledTests = [
# Test requires internet access for prefetching some weights
"test_pretrained_keras_weight_0_ResNet50V2"
# ModuleNotFoundError: No module named 'tree'
"TestResNetV2Pretrained"
];
meta = with lib; {
description = "Machine learning framework that provides an Object Oriented layer for JAX";
homepage = "https://github.com/google/objax";
changelog = "https://github.com/google/objax/releases/tag/v${version}";
license = licenses.asl20;
maintainers = with maintainers; [ ndl ];
};
}
|
