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Update TODO.md
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snoop2head authored Aug 28, 2021
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- [ ] Use SGD, SGDP as optimizer. SGD outperforms Adam.
- [ ] early stopping on age (epoch 10 is too much already)
- [ ] Try Multimodal of ViT on Age, EfficientNet on Mask and Gender
- [ ] Applying weights for mask (mask 5: incorrect 1: correct 1) to CrossEntropyLoss criterion

```python
criterion_weighted = nn.CrossEntropyLoss(weight=class_weights,reduction='mean')
loss_weighted = criterion_weighted(x, y)

```



## Inference
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