79 lines
1.5 KiB
Nix
79 lines
1.5 KiB
Nix
{ lib
|
|
, buildPythonPackage
|
|
, fetchFromGitHub
|
|
, cloudpickle
|
|
, scikit-learn
|
|
, scikit-image
|
|
, packaging
|
|
, psutil
|
|
, py-deprecate
|
|
, torch
|
|
, pytestCheckHook
|
|
, torchmetrics
|
|
, pytorch-lightning
|
|
}:
|
|
|
|
let
|
|
pname = "torchmetrics";
|
|
version = "0.11.4";
|
|
in
|
|
buildPythonPackage {
|
|
inherit pname version;
|
|
|
|
src = fetchFromGitHub {
|
|
owner = "PyTorchLightning";
|
|
repo = "metrics";
|
|
rev = "refs/tags/v${version}";
|
|
hash = "sha256-K8QLdDpnS4N8s3zXsifFloRXW/QXEm36mJXXKEBEJBs=";
|
|
};
|
|
|
|
propagatedBuildInputs = [
|
|
packaging
|
|
py-deprecate
|
|
];
|
|
|
|
# Let the user bring their own instance
|
|
buildInputs = [
|
|
torch
|
|
];
|
|
|
|
nativeCheckInputs = [
|
|
pytorch-lightning
|
|
scikit-learn
|
|
scikit-image
|
|
cloudpickle
|
|
psutil
|
|
pytestCheckHook
|
|
];
|
|
|
|
# A cyclic dependency in: integrations/test_lightning.py
|
|
doCheck = false;
|
|
passthru.tests.check = torchmetrics.overridePythonAttrs (_: {
|
|
doCheck = true;
|
|
});
|
|
|
|
disabledTestPaths = [
|
|
# These require too many "leftpad-level" dependencies
|
|
"tests/text"
|
|
"tests/audio"
|
|
"tests/image"
|
|
|
|
# A few non-deterministic things like test_check_compute_groups_is_faster
|
|
"tests/bases/test_collections.py"
|
|
];
|
|
|
|
pythonImportsCheck = [
|
|
"torchmetrics"
|
|
];
|
|
|
|
meta = with lib; {
|
|
description = "Machine learning metrics for distributed, scalable PyTorch applications (used in pytorch-lightning)";
|
|
homepage = "https://torchmetrics.readthedocs.io";
|
|
license = licenses.asl20;
|
|
maintainers = with maintainers; [
|
|
SomeoneSerge
|
|
];
|
|
};
|
|
}
|
|
|