Module: tf.keras.optimizers.schedules
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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.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-04-26 UTC."],[],[]]