model.compile(optimizer='adam', loss=['mse', 'binary_crossentropy'], metrics = ['accuracy'])

out_1 = Dense(3, activation='linear')(Hlayer2)
out_2 = Dense(10, activation='sigmoid')(Hlayer2)