tensorflow自定义激活函数（带有条件判断）

tensorflow-cpu 2.8.0
python=3.10

@tf.function
def custom_sigmoid(x):
    res = 10 / (1 + tf.math.exp(-x))
    return tf.where(res <= 600, res, 600)

对应：
$$custom\_sigmoid=\frac{10}{1+\exp (-x)}$$

参考：
https://tensorflow.google.cn/versions/r2.8/api_docs/python/tf
https://tensorflow.google.cn/versions/r2.8/api_docs/python/tf/where
https://tensorflow.google.cn/versions/r2.8/api_docs/python/tf/math/exp
https://blog.csdn.net/bjay/article/details/115494010