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Deep Learning with PyTorch
Module 12 of 12
12. Advanced Training Loop
1. Early Stopping
Stop training when Validation Loss stops improving to prevent overfitting.
2. Learning Rate Schedulers
Start high to move fast. End low to converge precisely.
scheduler = torch.optim.lr_scheduler.CosineAnnealingLR(optimizer)