tf.keras.initializers.he_normal

Aliases:

  • tf.initializers.he_normal
  • tf.keras.initializers.he_normal
tf.keras.initializers.he_normal(seed=None)

Defined in tensorflow/python/ops/init_ops.py.

He normal initializer.

It draws samples from a truncated normal distribution centered on 0 with stddev = sqrt(2 / fan_in) where fan_in is the number of input units in the weight tensor.

Arguments:

  • seed: A Python integer. Used to seed the random generator.

Returns:

An initializer.

References: He et al., http://arxiv.org/abs/1502.01852