tf.keras.initializers.he_uniform

tf.keras.initializers.he_uniform(seed=None)

Defined in tensorflow/python/keras/initializers.py.

He uniform variance scaling initializer.

It draws samples from a uniform distribution within [-limit, limit] where limit is sqrt(6 / 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