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Related Questions
- How does the choice of batch size impact the model's ability to generalize to unseen data?
- Can you explain the concept of model capacity and how it relates to the risk of overfitting?
- What are some strategies for adjusting batch size and model capacity to optimize performance in deep learning models?
- How does increasing batch size affect the convergence rate of the model during training?
- Can you discuss the relationship between model capacity and the effect of regularization techniques on overfitting?
- What is the impact of batch size on the model's ability to capture complex relationships in the data?
- How does the interaction between batch size and model capacity influence the model's generalization performance on out-of-distribution data?
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