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
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 .
|
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Last updated 2023-05-25 UTC.
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