Subject

    Computer Science

    Topic

    Artificial Intelligence

    What is the likely result of setting the learning rate too high?

    a)
    Training will always be slower but more accurate
    b)
    The network will have more layers
    c)
    The model will need no data
    d)
    Training may overshoot the minimum and fail to converge

    Explanation

    Large steps can jump past the lowest point of the loss and bounce around or diverge.

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