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Related Questions
- Does the cosine learning rate schedule adapt to the changing loss landscape during training?
- How does the cosine learning rate schedule handle rapid decreases in loss, such as those caused by overfitting?
- Can the cosine learning rate schedule be modified to better handle situations where the loss is decreasing rapidly?
- What are the implications of a rapidly decreasing loss on the learning rate schedule, and how does the cosine schedule address this?
- How does the cosine learning rate schedule balance exploration and exploitation when the loss is decreasing rapidly?
- Can the cosine learning rate schedule be combined with other techniques, such as learning rate warmup or restarts, to better handle rapid decreases in loss?
- What are some common pitfalls to avoid when using the cosine learning rate schedule in situations where the loss is decreasing rapidly?
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