b3d68ab16b2e33cc483955841902794487819a5a,autokeras/net_transformer.py,,to_wider_model,#Any#Any#,69

Before Change

def to_wider_model(model, level):
    next_wider_layer, ind = get_next_dense_conv(level, model.layers)
    new_wider_layer, new_next_wider_layer = to_wider_layer(model.layers[level], next_wider_layer, 1)
    return replace_layers(model, [level, ind], [new_wider_layer, new_next_wider_layer])


def transform(model):

After Change

def to_wider_model(model, level):
    next_wider_layer, ind = get_next_dense_conv(level, model.layers)
    n_size = get_layer_size(model.layers[level])
    n_add = randint(1, 4 * n_size)
    new_wider_layer, new_next_wider_layer = to_wider_layer(model.layers[level], next_wider_layer, n_add)
    return replace_layers(model, [level, ind], [new_wider_layer, new_next_wider_layer])


def transform(model):

Instances