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Internal Covariate Shift與Normalization
時間 2021-01-02
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引言 Batch norm在深度學習中已經是一個常用且有效的方法,用來加速網絡收斂及防止梯度消失等神經網絡常見的問題,那麼batch norm爲什麼有效呢? 從源頭出發,神經網絡難以訓練的原因是什麼? Internal Covariate Shift 深度神經網絡涉及到很多層的疊加,而每一層的參數更新會導致上層的輸入數據分佈發生變化,通過層層疊加,高層的輸入分佈變化會非常劇烈,這就使得高層需要不斷
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