e9aa6a5ebe3468f6413ef15ddde128725139abe9,tests/keras/test_callbacks.py,,test_TensorBoard,#Any#,325

Before Change

                yield {"X_vars": X_test, "output": y_test}

    // case 1 Sequential
    model = Sequential()
    model.add(Dense(num_hidden, input_dim=input_dim, activation="relu"))
    model.add(Dropout(0.1))
    model.add(Dense(num_class, activation="softmax"))
    model.compile(loss="categorical_crossentropy",
                  optimizer="sgd",
                  metrics=["accuracy"])

After Change

            i += 1
            i = i % max_batch_index

    inp = Input((input_dim,))
    hidden = Dense(num_hidden, activation="relu")(inp)
    hidden = Dropout(0.1)(hidden)
    output = Dense(num_class, activation="softmax")(hidden)
    model = Model(inputs=inp, outputs=output)
    model.compile(loss="categorical_crossentropy",
                  optimizer="sgd",
                  metrics=["accuracy"])

Instances