tf.math.equal

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

View aliases

Main aliases

tf.equal

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.equal, tf.compat.v1.math.equal

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

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

For example:

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

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

Args
x	A tf.Tensor or tf.sparse.SparseTensor or tf.IndexedSlices.
y	A tf.Tensor or tf.sparse.SparseTensor or tf.IndexedSlices.
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