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tfa.activations.tanhshrink
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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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