Serializes a LearningRateSchedule into a JSON-compatible dict.
tf.keras.optimizers.schedules.serialize(
learning_rate_schedule, use_legacy_format=False
)
Args |
|---|
learning_rate_schedule
|
The LearningRateSchedule object to serialize.
|
Returns |
|---|
|
A JSON-serializable dict representing the object's config.
|
Example:
lr_schedule = tf.keras.optimizers.schedules.ExponentialDecay(
0.1, decay_steps=100000, decay_rate=0.96, staircase=True)
tf.keras.optimizers.schedules.serialize(lr_schedule)
{'class_name': 'ExponentialDecay', 'config': {...} }
View source on GitHub