case class EpochStep(stepSize: Int, gamma: Double) extends LearningRateSchedule with Product with Serializable
EpochStep is a learning rate schedule, which rescale the learning rate by gamma
for each stepSize epochs.
- stepSize
For how many epochs to update the learning rate once
- gamma
the rescale factor
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new
EpochStep(stepSize: Int, gamma: Double)
- stepSize
For how many epochs to update the learning rate once
- gamma
the rescale factor
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val
currentRate: Double
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- val gamma: Double
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- val stepSize: Int
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def
updateHyperParameter[T](optimMethod: SGD[T]): Unit
update learning rate by config table and state table
update learning rate by config table and state table
- optimMethod
init optiMethod.
- Definition Classes
- EpochStep → LearningRateSchedule
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def
updateHyperParameter(config: Table, state: Table): Unit
- Definition Classes
- EpochStep → LearningRateSchedule
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