Module: tf.keras.optimizers.schedules
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DO NOT EDIT.
This file was autogenerated. Do not edit it by hand,
since your modifications would be overwritten.
Classes
class CosineDecay
: A LearningRateSchedule
that uses a cosine decay with optional warmup.
class CosineDecayRestarts
: A LearningRateSchedule
that uses a cosine decay schedule with restarts.
class ExponentialDecay
: A LearningRateSchedule
that uses an exponential decay schedule.
class InverseTimeDecay
: A LearningRateSchedule
that uses an inverse time decay schedule.
class LearningRateSchedule
: The learning rate schedule base class.
class PiecewiseConstantDecay
: A LearningRateSchedule
that uses a piecewise constant decay schedule.
class PolynomialDecay
: A LearningRateSchedule
that uses a polynomial decay schedule.
Functions
deserialize(...)
: Instantiates a LearningRateSchedule
object from a serialized form.
serialize(...)
: Serializes a LearningRateSchedule
into a JSON-compatible dict.
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Last updated 2024-04-26 UTC.
[null,null,["Last updated 2024-04-26 UTC."],[],[],null,["# Module: tf.keras.optimizers.schedules\n\n\u003cbr /\u003e\n\nDO NOT EDIT.\n\nThis file was autogenerated. Do not edit it by hand,\nsince your modifications would be overwritten.\n\nClasses\n-------\n\n[`class CosineDecay`](../../../tf/keras/optimizers/schedules/CosineDecay): A `LearningRateSchedule` that uses a cosine decay with optional warmup.\n\n[`class CosineDecayRestarts`](../../../tf/keras/optimizers/schedules/CosineDecayRestarts): A `LearningRateSchedule` that uses a cosine decay schedule with restarts.\n\n[`class ExponentialDecay`](../../../tf/keras/optimizers/schedules/ExponentialDecay): A `LearningRateSchedule` that uses an exponential decay schedule.\n\n[`class InverseTimeDecay`](../../../tf/keras/optimizers/schedules/InverseTimeDecay): A `LearningRateSchedule` that uses an inverse time decay schedule.\n\n[`class LearningRateSchedule`](../../../tf/keras/optimizers/schedules/LearningRateSchedule): The learning rate schedule base class.\n\n[`class PiecewiseConstantDecay`](../../../tf/keras/optimizers/schedules/PiecewiseConstantDecay): A `LearningRateSchedule` that uses a piecewise constant decay schedule.\n\n[`class PolynomialDecay`](../../../tf/keras/optimizers/schedules/PolynomialDecay): A `LearningRateSchedule` that uses a polynomial decay schedule.\n\nFunctions\n---------\n\n[`deserialize(...)`](../../../tf/keras/optimizers/schedules/deserialize): Instantiates a `LearningRateSchedule` object from a serialized form.\n\n[`serialize(...)`](../../../tf/keras/optimizers/schedules/serialize): Serializes a `LearningRateSchedule` into a JSON-compatible dict."]]