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What happens when the learning rate is too small in training deep neural networks? What happens when the learning rate is too large? Explain why

What happens when the learning rate is too small in training deep neural networks? What happens when the learning rate is too large? Explain why larger learning rates are often used in the beginning of the training and smaller learning rates are used in the late stages of training.

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