TensorFlow 1 version
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Public API for tf.keras.optimizers.schedules namespace.
Classes
class CosineDecay: A LearningRateSchedule that uses a cosine decay schedule.
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 representation.