Missed TensorFlow World? Check out the recap. Learn more

tf.keras.backend.hard_sigmoid

TensorFlow 2 version View source on GitHub

Segment-wise linear approximation of sigmoid.

Aliases:

tf.keras.backend.hard_sigmoid(x)

Faster than sigmoid. Returns 0. if x < -2.5, 1. if x > 2.5. In -2.5 <= x <= 2.5, returns 0.2 * x + 0.5.

Arguments:

  • x: A tensor or variable.

Returns:

A tensor.