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Related Questions
- Can the cosine learning rate schedule get stuck in local optima due to its fixed learning rate schedule?
- In what scenarios might the cosine learning rate schedule struggle to adapt to changing learning rates during training?
- How does the cosine learning rate schedule handle sudden changes in the learning rate, such as those caused by a sudden increase in model capacity?
- Can the cosine learning rate schedule lead to overfitting when the learning rate is decreased too rapidly?
- What happens when the cosine learning rate schedule is used with a model that has a non-monotonic loss function?
- Are there any scenarios where the cosine learning rate schedule may not be suitable for models with a large number of parameters?
- Can the cosine learning rate schedule cause the model to overshoot the optimal solution when the learning rate is increased too quickly?
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