BatchNorm¶

__init__¶

BatchNorm.__init__(
  decay=0.9,
  epsilon=1e-05,
  act=None,
  beta_init='zeros',
  gamma_init='ones',
  moving_mean_init='zeros',
  moving_var_init='ones',
  num_features=None,
  data_format='channels_first',
  name=None
)[source]¶

Create a BatchNorm layer.

Parameters:

• decay (float, optional, default=0.9) – The decay factor of running average.
• epsilon (float, optional, default=1e-5) – The epsilon.
• act (callable, optional) – The optional activation function.
• beta_init (Union[callable, str], optional) – The initializer for beta.
• gamma_init (Union[callable, str], optional) – The initializer for gamma.
• moving_mean_init (Union[callable, str], optional) – The initializer for moving_mean.
• moving_var_init (Union[callable, str], optional) – The initializer for moving_var.
• num_features (int, optional) – The number of input features.
• data_format ({'channels_first', 'channels_last'}, optional) – The optional data format.
• name (str, optional) – The layer name.