tf.math.imag

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Returns the imaginary part of a complex (or real) tensor.

View aliases

Main aliases

`tf.imag`

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.imag, tf.compat.v1.math.imag, `tf.compat.v2.math.imag`

tf.math.imag(
    input, name=None
)

Given a tensor input, this operation returns a tensor of type float that is the imaginary part of each element in input considered as a complex number. If input is real, a tensor of all zeros is returned.

For example:

x = tf.constant([-2.25 + 4.75j, 3.25 + 5.75j])
tf.math.imag(x)  # [4.75, 5.75]

Args
input	A Tensor. Must be one of the following types: float, double, complex64, complex128.
name	A name for the operation (optional).

Returns
A Tensor of type float32 or float64.