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Creates a tensor with all elements set to zero.
tf.zeros( shape, dtype=tf.dtypes.float32, name=None )
See also tf.zeros_like
, tf.ones
, tf.fill
, tf.eye
.
This operation returns a tensor of type dtype
with shape shape
and all elements set to zero.
tf.zeros([3, 4], tf.int32) <tf.Tensor: shape=(3, 4), dtype=int32, numpy= array([[0, 0, 0, 0], [0, 0, 0, 0], [0, 0, 0, 0]], dtype=int32)>
Args | |
---|---|
shape | A list of integers, a tuple of integers, or a 1-D Tensor of type int32 . |
dtype | The DType of an element in the resulting Tensor . |
name | Optional string. A name for the operation. |
Returns | |
---|---|
A Tensor with all elements set to zero. |
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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/zeros