How should we use checkpoint file?

[MiyazawaKohei]

I've understood estimator as an instance of InMemoryEstimator can provide checkpoint file in the file system. Then, is there any method to use the checkpoint to test?
In short, I want an alternative method of

model = tf.keras.models.Sequential(...)
model.load_weights(checkpoint_path)

of python code.