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lines changed Original file line number Diff line number Diff line change @@ -44,11 +44,15 @@ labels = torch.tensor([0]) # 1 batch
4444# focal loss
4545focal_loss = Loss(loss_type = " focal_loss" )
4646loss = focal_loss(logits, labels)
47+ ```
4748
49+ ``` python
4850# cross-entropy loss
4951ce_loss = Loss(loss_type = " cross_entropy" )
5052loss = ce_loss(logits, labels)
53+ ```
5154
55+ ``` python
5256# binary cross-entropy loss
5357bce_loss = Loss(loss_type = " binary_cross_entropy" )
5458loss = bce_loss(logits, labels)
@@ -74,15 +78,19 @@ focal_loss = Loss(
7478 class_balanced = True
7579)
7680loss = focal_loss(logits, labels)
81+ ```
7782
83+ ``` python
7884# class-balanced cross-entropy loss
7985ce_loss = Loss(
8086 loss_type = " cross_entropy" ,
8187 samples_per_class = samples_per_class,
8288 class_balanced = True
8389)
8490loss = ce_loss(logits, labels)
91+ ```
8592
93+ ``` python
8694# class-balanced binary cross-entropy loss
8795bce_loss = Loss(
8896 loss_type = " binary_cross_entropy" ,
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