Announcing the TensorFlow Dev Summit 2020 Learn more

tf.zeros_initializer

TensorFlow 1 version View source on GitHub

Class zeros_initializer

Initializer that generates tensors initialized to 0.

Inherits From: Initializer

Aliases: tf.initializers.Zeros, tf.initializers.zeros, tf.keras.initializers.Zeros, tf.keras.initializers.zeros

Used in the guide:

Methods

__call__

View source

__call__(
    shape,
    dtype=tf.dtypes.float32
)

Returns a tensor object initialized as specified by the initializer.

Args:

  • shape: Shape of the tensor.
  • dtype: Optional dtype of the tensor. If not provided will return tensor of tf.float32.

from_config

View source

from_config(
    cls,
    config
)

Instantiates an initializer from a configuration dictionary.

Example:

initializer = RandomUniform(-1, 1)
config = initializer.get_config()
initializer = RandomUniform.from_config(config)

Args:

  • config: A Python dictionary. It will typically be the output of get_config.

Returns:

An Initializer instance.

get_config

View source

get_config()

Returns the configuration of the initializer as a JSON-serializable dict.

Returns:

A JSON-serializable Python dict.

Compat aliases