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Related Questions
- What are the potential issues that arise when the loss decreases rapidly, and how can it impact the model's performance?
- How does a rapidly decreasing loss affect the learning rate schedule, and what are the consequences of not adjusting it?
- What are some common techniques used to address the issue of rapidly decreasing loss, and how do they impact the model's training?
- How does the cosine schedule compare to other learning rate schedules in terms of handling rapidly decreasing loss?
- What are the key differences between the cosine schedule and other schedules, such as the linear or exponential schedules?
- Can you provide an example of how the cosine schedule would adjust the learning rate in response to a rapidly decreasing loss?
- How does the cosine schedule balance the need to reduce the learning rate when the loss decreases rapidly, while also avoiding over-reduction of the learning rate?
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