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Related Questions
- What are the typical batch sizes used in deep learning and how do they impact the convergence rate?
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- What are the advantages and disadvantages of using small vs large batch sizes in SGD?
- Can you explain the concept of mini-batch size and its relationship with convergence rate in machine learning?
- How does the batch size influence the generalization ability of the model?
- What are the effects of batch size on the training time and accuracy of SGD algorithms?
- Can you discuss the relationship between batch size and the number of iterations required for convergence in SGD?
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