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{ lib
, buildPythonPackage
, fetchFromGitHub
, fetchpatch
, jaxlib
, jax
, numpy
, parameterized
, pillow
, scipy
, tensorboard
, keras
, pytestCheckHook
, tensorflow
}:
buildPythonPackage rec {
pname = "objax";
version = "1.7.0";
src = fetchFromGitHub {
owner = "google";
repo = "objax";
rev = "refs/tags/v${version}";
hash = "sha256-1/XmxFZfU+XMD0Mlcv4xTUYZDwltAx1bZOlPuKWQQC0=";
};
patches = [
(fetchpatch { # https://github.com/google/objax/pull/266
url = "https://github.com/google/objax/pull/266/commits/a1bcb71ebd92c94fec98222349d7cd57048e541d.patch";
hash = "sha256-MO9/LAxbghjhRU8sbYWm3xa4RPuU+5m74YU3n3hJ09s=";
})
];
# Avoid propagating the dependency on `jaxlib`, see
# https://github.com/NixOS/nixpkgs/issues/156767
buildInputs = [
jaxlib
];
propagatedBuildInputs = [
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"
];
meta = with lib; {
description = "Objax is a machine learning framework that provides an Object Oriented layer for JAX.";
homepage = "https://github.com/google/objax";
license = licenses.asl20;
maintainers = with maintainers; [ ndl ];
};
}
|
