0a80b9769115d291f15c244429793eda4cb8ecad,tests/test_layer_transformer.py,,test_conv_to_wider_layer,#,60

Before Change


               activation="relu",
               input_shape=(28, 28, 1),
               padding="same")
    b = Conv2D(30, kernel_size=(1, 1),
               activation="relu",
               padding="same")
    model = Sequential([a, b])
    model.compile(loss=categorical_crossentropy,
                  optimizer=Adadelta(),
                  metrics=["accuracy"])
    a2, b2 = conv_to_wider_layer(a, b, 5)
    model2 = Sequential([a2, b2])
    model2.compile(loss=categorical_crossentropy,
                   optimizer=Adadelta(),
                   metrics=["accuracy"])

After Change


def test_conv_to_wider_layer():
    model = get_conv_model()
    conv1 = model.layers[1]
    conv2 = model.layers[4]
    bn1 = model.layers[2]
    new_conv1, [new_conv2], [new_bn1] = conv_to_wider_layer(conv1, [conv2], [bn1], 3)

    new_input = Input(shape=get_int_tuple(model.inputs[0].shape[1:]))
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 4

Non-data size: 6

Instances


Project Name: jhfjhfj1/autokeras
Commit Name: 0a80b9769115d291f15c244429793eda4cb8ecad
Time: 2017-12-28
Author: jhfjhfj1@gmail.com
File Name: tests/test_layer_transformer.py
Class Name:
Method Name: test_conv_to_wider_layer


Project Name: jhfjhfj1/autokeras
Commit Name: ae9083442dea9f4d318b261a58ee527daaf8dce1
Time: 2018-01-01
Author: jhfjhfj1@gmail.com
File Name: autokeras/graph.py
Class Name: Graph
Method Name: to_conv_wider_model