Dropout¶

class dragon.vm.tensorflow.keras.layers.Dropout(
  rate,
  **kwargs
)[source]¶

Layer to apply the dropout function. [Srivastava et.al, 2014].

The Dropout function is defined as:

\[\text{Dropout}(x) = x * (r \sim \mathcal{B}(1, 1 - \text{rate})) \]

Examples:

m = tf.keras.layers.Dropout(0.5)
print(m(tf.ones((2, 3), 'float32')))