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Related Questions
- How does batch size affect the magnitude of gradients in backpropagation?
- Can you explain the relationship between batch size and exploding gradients in deep neural networks?
- What are the optimal batch sizes for different types of neural network architectures?
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- What are the implications of using small batch sizes on the optimizer's performance?
- Can you discuss the trade-offs between batch size and model capacity in mitigating exploding gradients?
- How does batch normalization interact with batch size to affect gradient explosion?
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