Aliases:
tf.RaggedTensor.__abs__
tf.Tensor.__abs__
tf.abs
tf.math.abs
tf.math.abs(
x,
name=None
)
Defined in tensorflow/python/ops/math_ops.py
.
Computes the absolute value of a tensor.
Given a tensor x
of complex numbers, this operation returns a tensor of type
float32
or float64
that is the absolute value of each element in x
. All
elements in x
must be complex numbers of the form \(a + bj\). The
absolute value is computed as \( \sqrt{a^2 + b^2}\). For example:
x = tf.constant([[-2.25 + 4.75j], [-3.25 + 5.75j]])
tf.abs(x) # [5.25594902, 6.60492229]
Args:
x
: ATensor
orSparseTensor
of typefloat16
,float32
,float64
,int32
,int64
,complex64
orcomplex128
.name
: A name for the operation (optional).
Returns:
A Tensor
or SparseTensor
the same size and type as x
with absolute
values.
Note, for complex64
or complex128
input, the returned Tensor
will be
of type float32
or float64
, respectively.
If x
is a SparseTensor
, returns
SparseTensor(x.indices, tf.math.abs(x.values, ...), x.dense_shape)