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Function Description

Function

Root mean square normalization.

Formula

,

Where,

  • x is the input tensor.
  • n is the size of the last dimension of the input tensor (that is, the feature dimension).
  • xi is the ith element of the input tensor in the last dimension.
  • ε is a small positive number used to avoid the division-by-zero error.