tf.keras.optimizers.schedules.LearningRateSchedule

A serializable learning rate decay schedule.

Main aliases

tf.optimizers.schedules.LearningRateSchedule

Compat aliases for migration

LearningRateSchedules can be passed in as the learning rate of optimizers in tf.keras.optimizers. They can be serialized and deserialized using tf.keras.optimizers.schedules.serialize and tf.keras.optimizers.schedules.deserialize.

Methods

@classmethod
from_config(
    config
)

Instantiates a LearningRateSchedule from its config.

Args
`config`	Output of `get_config()`.

Returns
A `LearningRateSchedule` instance.

@abc.abstractmethod
get_config()

@abc.abstractmethod
__call__(
    step
)

Call self as a function.

© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/keras/optimizers/schedules/LearningRateSchedule