- For binary classification:
- CBinaryCrossEntropyLossLayer - cross-entropy
- CHingeLossLayer - hinge loss
- CSquaredHingeLossLayer - modified squared hinge
- CBinaryFocalLossLayer - focal loss (modified cross-entropy)
- For multi-class classification:
- CCrossEntropyLossLayer - cross-entropy
- CMultiHingeLossLayer - hinge loss
- CMultiSquaredHingeLossLayer - modified squared hinge
- CFocalLossLayer - focal loss (modified cross-entropy)
- For regression:
- CEuclideanLossLayer - Euclidean distance
- CL1LossLayer - L1 distance
- Additionally:
- CCenterLossLayer - the auxiliary center loss function that penalizes large variance inside a class