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tf.keras.activations.hard_sigmoid

TensorFlow 1 version View source on GitHub

Hard sigmoid activation function.

Aliases:

  • tf.compat.v1.keras.activations.hard_sigmoid
  • tf.compat.v2.keras.activations.hard_sigmoid
tf.keras.activations.hard_sigmoid(x)

Faster to compute than sigmoid activation.

Arguments:

  • x: Input tensor.

Returns:

Hard sigmoid activation: - 0 if x < -2.5 - 1 if x > 2.5 - 0.2 * x + 0.5 if -2.5 <= x <= 2.5.