case class EpochSchedule(regimes: Array[Regime]) extends LearningRateSchedule with Product with Serializable
EpochSchedule is a learning rate schedule which configure the learning
rate according to some pre-defined Regime. If the running epoch is within
the interval of a regime r [r.startEpoch, r.endEpoch], then the learning
rate will take the "learningRate" in r.config.
- regimes
an array of pre-defined Regime.
Linear Supertypes
Ordering
- Alphabetic
- By Inheritance
Inherited
- EpochSchedule
- Serializable
- Serializable
- Product
- Equals
- LearningRateSchedule
- AnyRef
- Any
- Hide All
- Show All
Visibility
- Public
- All
Instance Constructors
Value Members
-
final
def
!=(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
-
final
def
##(): Int
- Definition Classes
- AnyRef → Any
-
final
def
==(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
-
final
def
asInstanceOf[T0]: T0
- Definition Classes
- Any
-
def
clone(): AnyRef
- Attributes
- protected[java.lang]
- Definition Classes
- AnyRef
- Annotations
- @native() @throws( ... )
-
val
currentRate: Double
- Definition Classes
- LearningRateSchedule
-
final
def
eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
-
def
finalize(): Unit
- Attributes
- protected[java.lang]
- Definition Classes
- AnyRef
- Annotations
- @throws( classOf[java.lang.Throwable] )
-
final
def
getClass(): Class[_]
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
-
final
def
isInstanceOf[T0]: Boolean
- Definition Classes
- Any
-
final
def
ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
-
final
def
notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
-
final
def
notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
- val regimes: Array[Regime]
-
final
def
synchronized[T0](arg0: ⇒ T0): T0
- Definition Classes
- AnyRef
-
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
- EpochSchedule → LearningRateSchedule
-
def
updateHyperParameter(config: Table, state: Table): Unit
- Definition Classes
- EpochSchedule → LearningRateSchedule
-
final
def
wait(): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... )
-
final
def
wait(arg0: Long, arg1: Int): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... )
-
final
def
wait(arg0: Long): Unit
- Definition Classes
- AnyRef
- Annotations
- @native() @throws( ... )