lightning/pytorch_lightning/metrics/classification/auroc.py

42 lines
1.4 KiB
Python

# Copyright The PyTorch Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from typing import Any, Callable, Optional
from torchmetrics import AUROC as _AUROC
from pytorch_lightning.metrics.utils import deprecated_metrics
class AUROC(_AUROC):
@deprecated_metrics(target=_AUROC)
def __init__(
self,
num_classes: Optional[int] = None,
pos_label: Optional[int] = None,
average: Optional[str] = 'macro',
max_fpr: Optional[float] = None,
compute_on_step: bool = True,
dist_sync_on_step: bool = False,
process_group: Optional[Any] = None,
dist_sync_fn: Callable = None,
):
"""
This implementation refers to :class:`~torchmetrics.AUROC`.
.. deprecated::
Use :class:`~torchmetrics.AUROC`. Will be removed in v1.5.0.
"""
_ = num_classes, pos_label, average, max_fpr, compute_on_step, dist_sync_on_step, process_group, dist_sync_fn