tf.keras.optimizers.schedules.serialize
Serializes a LearningRateSchedule into a JSON-compatible representation.
tf.keras.optimizers.schedules.serialize(
learning_rate_schedule
)
| 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': {...} }
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Licensed under the Creative Commons Attribution License 4.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.9/api_docs/python/tf/keras/optimizers/schedules/serialize