tf.keras.optimizers.schedules.InverseTimeDecay

TensorFlow 1 version View source on GitHub

A LearningRateSchedule that uses an inverse time decay schedule.

Inherits From: LearningRateSchedule

Used in the notebooks

Used in the tutorials

initial_learning_rate A scalar float32 or float64 Tensor or a Python number. The initial learning rate.
decay_steps How often to apply decay.
decay_rate A Python number. The decay rate.
staircase Whether to apply decay in a discrete staircase, as opposed to continuous, fashion.
name String. Optional name of the operation. Defaults to 'InverseTimeDecay'.

Methods

from_config

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Instantiates a LearningRateSchedule from its config.

Args
config Output of get_config().

Returns
A LearningRateSchedule instance.

get_config

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__call__

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Call self as a function.