case class Default() extends LearningRateSchedule with Product with Serializable
It is the default learning rate schedule. For each iteration, the learning rate would update with the following formula:
l_{n + 1} = l / (1 + n * learning_rate_decay)
where l is the initial learning rate
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val
currentRate: Double
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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.
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def
updateHyperParameter(config: Table, state: Table): Unit
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