tf.math.not_equal | TensorFlow v2.16.1 (original) (raw)
tf.math.not_equal
Returns the truth value of (x != y) element-wise.
View aliases
Main aliases
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.