tensorflow - How to save variables in tf.contrib.learn.Experiment -

i noticed tf.contrib.learn.experiment interface saving checkpoints when training models.

but i'm not sure how make save not trainable variables, user-specified hyper parameters checkpoint.

for example, in multi-layer feedforward neural network, how can save num_hidden_layers checkpoint in tf.contrib.learn.experiment scheme?

thank in advance