Warning: This project is deprecated. TensorFlow Addons has stopped development, The project will only be providing minimal maintenance releases until May 2024. See the full announcement here or on github.

tfa.activations.tanhshrink

View source on GitHub

Tanh shrink function.

tfa.activations.tanhshrink(
    x: tfa.types.TensorLike
) -> tf.Tensor

Applies the element-wise function:

\[ \mathrm{tanhshrink}(x) = x - \tanh(x). \]

Usage:

x = tf.constant([-1.0, 0.0, 1.0])
tfa.activations.tanhshrink(x)
<tf.Tensor: shape=(3,), dtype=float32, numpy=array([-0.23840582,  0.        ,  0.23840582], dtype=float32)>

Args
`x`	A `Tensor`. Must be one of the following types: `bfloat16`, `float16`, `float32`, `float64`.

Returns
A `Tensor`. Has the same type as `x`.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2023-05-25 UTC.

tfa.activations.tanhshrink

Usage:

Args

Returns