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README.md

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@@ -44,11 +44,15 @@ labels = torch.tensor([0]) # 1 batch
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# focal loss
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focal_loss = Loss(loss_type="focal_loss")
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loss = focal_loss(logits, labels)
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```
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```python
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# cross-entropy loss
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ce_loss = Loss(loss_type="cross_entropy")
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loss = ce_loss(logits, labels)
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```
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```python
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# binary cross-entropy loss
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bce_loss = Loss(loss_type="binary_cross_entropy")
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loss = bce_loss(logits, labels)
@@ -74,15 +78,19 @@ focal_loss = Loss(
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class_balanced=True
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)
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loss = focal_loss(logits, labels)
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```
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```python
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# class-balanced cross-entropy loss
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ce_loss = Loss(
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loss_type="cross_entropy",
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samples_per_class=samples_per_class,
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class_balanced=True
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)
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loss = ce_loss(logits, labels)
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```
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```python
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# class-balanced binary cross-entropy loss
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bce_loss = Loss(
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loss_type="binary_cross_entropy",

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