dacd89544ddaf1ab7e572850ebdec3dbaeda0ea0,autokeras/layer_transformer.py,,dense_to_deeper_layer,#Any#,39

Before Change

    bias = np.zeros(units)
    new_dense_layer = Dense(units, activation="relu")
    new_dense_layer.build((None, units))
    new_dense_layer.set_weights((weight, bias))
    return new_dense_layer

After Change

    bias = np.zeros(units)
    new_dense_layer = Dense(units, activation="relu")
    new_dense_layer.build((None, units))
    new_dense_layer.set_weights((add_noise(weight, np.array([0, 1])), add_noise(bias, np.array([0, 1]))))
    return new_dense_layer

Instances