坏脾气的小十七的博客公式对比 BatchNormalization 对每个特征通道 C,计算 Batch 内所有样本的均值和方差: μ C = 1 B ⋅ H ⋅ W ∑ b = 1 B ∑ h = 1 H ∑ w = 1 W x b , h , w , C σ C 2 = 1 B ⋅ H ⋅ W ∑ b = 1 B ∑ h = 1 H ...
白白白飘的博客而当我们在使用BN层进行每一次归一化数据时,BN层的running_mean和running_var将按照如下公式进行调整: r u n n i n g _ m e a n = ( 1 − m o m e n t u m ) ∗ r u n n i n g _ m e a n + m o m e n t u m ∗ s a...