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

tf.math.equal

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

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.

>>> 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

Args