NameError: name 'rm' is not defined when using barrier_hinge surrogate in PairwiseAUCLoss

[AmanKashyap0807]

When attempting to use the barrier_hinge surrogate loss function inside PairwiseAUCLoss, the forward pass immediately crashes with a NameError because it attempts to reference an undefined variable rm.

Steps to reproduce:

import torch
from libauc.losses import PairwiseAUCLoss
loss_fn = PairwiseAUCLoss(surr_loss="barrier_hinge", hparam=(1.0, 1.0))
y_pred = torch.randn(10)
y_true = torch.tensor([1.0]*5 + [0.0]*5)
loss = loss_fn(y_pred, y_true)

Environment:
LibAUC Version: 2.0.0
PyTorch Version: 2.3.1

[PenGuln]

Thanks for the report! This was a typo — rm should be m. The fix has been applied in this commit and is available in v2.0.1.

To get the updated code, please run:

pip install -U libauc