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total training iters may equal to warmup_iters (#301)
total_training_iters=20, warmup_iters=20= len(train_loader) 4 multiply n_epochs 5, then ZeroDivisionError occurred. ```shell Traceback (most recent call last): File "LLMs-from-scratch/ch05/05_bonus_hparam_tuning/hparam_search.py", line 191, in <module> train_loss, val_loss = train_model( ^^^^^^^^^^^^ File "/mnt/raid1/docker/ai/LLMs-from-scratch/ch05/05_bonus_hparam_tuning/hparam_search.py", line 90, in train_model progress = (global_step - warmup_iters) / (total_training_iters - warmup_iters) ~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ ZeroDivisionError: division by zero ```
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@ -82,7 +82,7 @@ def train_model(model, train_loader, val_loader, optimizer, device,
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global_step += 1
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# Warmup: adjust learning rate linearly
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if global_step < warmup_iters:
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if global_step <= warmup_iters:
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lr = initial_lr + global_step * lr_increment
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# Cosine annealing phase
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else:
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