Batch norm 和 Instance Norm

Batch & Instance Normalization

  • Batch Normalization

  • Instance Normalization

Batch Normalization is designed for gradient vanishing and covariance shift.

It makes a batch of input normalize to Gaussian distribution.

Instance Normalization is 1 sample independent across batch version of batch normalization.