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Related Questions
- How does batch size affect the generalization performance of a neural network?
- Can you explain the relationship between model capacity and batch size in terms of overfitting and underfitting?
- What are the implications of increasing batch size on model capacity and vice versa?
- How does the choice of batch size impact the learning rate and convergence of the model?
- Can you discuss the trade-offs between batch size and model capacity in terms of computational resources and training time?
- How does the batch size affect the model's ability to generalize to new, unseen data?
- What are some strategies for balancing batch size and model capacity to achieve optimal generalization performance?
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