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

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

See the guide: Constants, Sequences, and Random Values > Constant Value Tensors

Creates a tensor with all elements set to zero.

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]]

Args:

  • shape: Either a list 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).

Returns:

A Tensor with all elements set to zero.

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