tf.raw_ops.ComplexAbs | TensorFlow v2.16.1 (original) (raw)

tf.raw_ops.ComplexAbs

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Computes the complex absolute value of a tensor.

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Compat aliases for migration

tf.compat.v1.raw_ops.ComplexAbs

tf.raw_ops.ComplexAbs(
    x,
    Tout=tf.dtypes.float32,
    name=None
)

Given a tensor x of complex numbers, this operation returns a tensor of typefloat or double 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.complex(3.0, 4.0) print((tf.raw_ops.ComplexAbs(x=x, Tout=tf.dtypes.float32, name=None)).numpy()) 5.0

Args
x	A Tensor. Must be one of the following types: complex64, complex128.
Tout	An optional tf.DType from: tf.float32, tf.float64. Defaults to tf.float32.
name	A name for the operation (optional).

Returns
A Tensor of type Tout.

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Last updated 2024-04-26 UTC.