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Course 2-Improving Deep Neural Networks--Week 2
時間 2020-12-24
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深度學習
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優化算法 在大數據上訓練模型會很慢,若使用優化算法,就會大大提高訓練效率。本週的內容就是介紹常見的優化算法,如mini-batch、momentum、RMSprop、Adam,最後再介紹下局部最優與鞍點的概念。 2.1 mini-batch gradient descent batch VS mini-batch gradient descent 向量化操作使得我們可以同時處理m個樣本,但是當m很
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