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Related Questions
- How does batch size affect the convergence rate of the model during training?
- Can you explain the concept of epoch and how it relates to the number of iterations in the optimization process?
- What happens when the batch size is too small or too large in terms of the number of epochs required for convergence?
- How does the choice of batch size impact the model's ability to generalize to new data?
- Can you discuss the trade-off between batch size and the number of epochs in terms of computational resources and training time?
- What are the implications of using a large batch size versus a small batch size on the number of epochs required for training?
- How does the relationship between batch size and epochs change when using different optimization algorithms?
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