Пример #1
0
def test_save_load_save():

    """
    Test that a monitor can be saved, then loaded, and then the loaded
    copy can be saved again.
    This only tests that the serialization and deserialization processes
    don't raise an exception. It doesn't test for correctness at all.
    """

    model = DummyModel(1)
    monitor = Monitor.get_monitor(model)

    num_examples = 2
    num_features = 3
    num_batches = 1
    batch_size = 2

    dataset = DummyDataset(num_examples, num_features)
    monitor.add_dataset(dataset=dataset,
                            num_batches=num_batches, batch_size=batch_size)
    vis_batch = T.matrix()
    mean = vis_batch.mean()
    data_specs = (monitor.model.get_input_space(),
                  monitor.model.get_input_source())
    monitor.add_channel(name='mean', ipt=vis_batch, val=mean, dataset=dataset,
                        data_specs=data_specs)

    saved = to_string(monitor)
    monitor = from_string(saved)
    saved_again = to_string(monitor)
Пример #2
0
def test_save_load_save():
    """
    Test that a monitor can be saved, then loaded, and then the loaded
    copy can be saved again.
    This only tests that the serialization and deserialization processes
    don't raise an exception. It doesn't test for correctness at all.
    """

    model = DummyModel(1)
    monitor = Monitor.get_monitor(model)

    num_examples = 2
    num_features = 3
    num_batches = 1
    batch_size = 2

    dataset = DummyDataset(num_examples, num_features)
    monitor.add_dataset(dataset=dataset,
                        num_batches=num_batches,
                        batch_size=batch_size)
    vis_batch = T.matrix()
    mean = vis_batch.mean()
    data_specs = (monitor.model.get_input_space(),
                  monitor.model.get_input_source())
    monitor.add_channel(name='mean',
                        ipt=vis_batch,
                        val=mean,
                        dataset=dataset,
                        data_specs=data_specs)

    saved = to_string(monitor)
    monitor = from_string(saved)
    saved_again = to_string(monitor)
Пример #3
0
def test_deserialize():

    # Test that a monitor can be deserialized

    model = DummyModel(1)
    monitor = Monitor.get_monitor(model)

    x = to_string(monitor)
    monitor = from_string(x)
    y = to_string(monitor)
Пример #4
0
def test_deserialize():

    # Test that a monitor can be deserialized

    model = DummyModel(1)
    monitor = Monitor.get_monitor(model)

    x = to_string(monitor)
    monitor = from_string(x)
    y = to_string(monitor)