tf.math.not_equal  |  TensorFlow v2.16.1 (original) (raw)

tf.math.not_equal

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Returns the truth value of (x != y) element-wise.

View aliases

Main aliases

tf.not_equal

Compat aliases for migration

SeeMigration guide for more details.

tf.compat.v1.math.not_equal, tf.compat.v1.not_equal

tf.math.not_equal(
    x, y, name=None
)

Used in the notebooks

Used in the guide Used in the tutorials
tf.data: Build TensorFlow input pipelines Understanding masking & padding Unicode strings Tutorial on Multi Armed Bandits in TF-Agents

Performs a broadcast with the arguments and then an element-wise inequality comparison, returning a Tensor of boolean values.

For example:

x = tf.constant([2, 4]) y = tf.constant(2) tf.math.not_equal(x, y) <tf.Tensor: shape=(2,), dtype=bool, numpy=array([False, True])>

x = tf.constant([2, 4]) y = tf.constant([2, 4]) tf.math.not_equal(x, y) <tf.Tensor: shape=(2,), dtype=bool, numpy=array([False, False])>

Args
x A tf.Tensor.
y A tf.Tensor.
name A name for the operation (optional).
Returns
A tf.Tensor of type bool with the same size as that of x or y.
Raises
tf.errors.InvalidArgumentError: If shapes of arguments are incompatible

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Last updated 2024-04-26 UTC.