Documentation

MVN

Input

x:
  • Required: yes
  • Type: float16, float32
  • Description: input tensor
  • Restriction: Must be of type float16.

Attribute

  • normalize_variance:
    • Required: no
    • Type: bool
    • Description: If False, normalizes mean only (default = True).
    • Restriction: either True or False
  • across_channels:
    • Required: no
    • Type: bool
    • Description: If true, CHW is regarded as a vector (default = false).
    • Restriction: either True or False
  • eps:
    • Required: no
    • Type: float
    • Description: epsilon for not dividing by zero (default = 1e – 9)
    • Restriction: The value is user-defined.

Output

y:
  • Required: yes
  • Type: float16, float32
  • Description: y = (x – mean(x))/std(x)
  • Restriction: Must be of type float16.