Dropout

class dragon.vm.caffe.core.layers.Dropout(layer_param)[source]

Set the elements of the input to zero randomly. [Srivastava et.al, 2014].

The Dropout function is defined as:

\[\text{Dropout}(x) = x * \text{Bernoulli}(p=1 - prob) \]

Examples:

layer {
  type: "Dropout"
  bottom: "fc6"
  top: "fc6"
  dropout_param {
    dropout_ratio: 0.5
  }
}