tf.zeros

TensorFlow 2 version View source on GitHub

Creates a tensor with all elements set to zero.

tf.zeros(
    shape, dtype=tf.dtypes.float32, name=None
)

This operation returns a tensor of type dtype with shape shape and all elements set to zero.

For example:

tf.zeros([3, 4], tf.int32)  # [[0, 0, 0, 0], [0, 0, 0, 0], [0, 0, 0, 0]]

shape A list of integers, a tuple of integers, or a 1-D Tensor of type int32.
dtype The type of an element in the resulting Tensor.
name A name for the operation (optional).

A Tensor with all elements set to zero.