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Dataclasses for learning rate schedule config.
Classes
class ConstantLrConfig
: Configuration for constant learning rate.
class CosineLrConfig
: Configuration for Cosine learning rate decay.
class DirectPowerLrConfig
: Configuration for DirectPower learning rate decay.
class ExponentialLrConfig
: Configuration for exponential learning rate decay.
class LinearWarmupConfig
: Configuration for linear warmup schedule config.
class PolynomialLrConfig
: Configuration for polynomial learning rate decay.
class PolynomialWarmupConfig
: Configuration for linear warmup schedule config.
class PowerAndLinearDecayLrConfig
: Configuration for DirectPower learning rate decay.
class PowerDecayWithOffsetLrConfig
: Configuration for power learning rate decay with step offset.
class StepCosineLrConfig
: Configuration for stepwise learning rate decay.
class StepwiseLrConfig
: Configuration for stepwise learning rate decay.