Package | Description |
---|---|
org.apache.ignite.ml.optimization.updatecalculators |
Contains update calculators.
|
Modifier and Type | Method and Description |
---|---|
static RPropParameterUpdate |
RPropParameterUpdate.avg(List<RPropParameterUpdate> updates)
Averages updates returned by different trainings.
|
RPropParameterUpdate |
RPropUpdateCalculator.calculateNewUpdate(SmoothParametrized mdl,
RPropParameterUpdate updaterParams,
int iteration,
Matrix inputs,
Matrix groundTruth)
Calculate new update.
|
RPropParameterUpdate |
RPropUpdateCalculator.init(SmoothParametrized mdl,
IgniteFunction<Vector,IgniteDifferentiableVectorToDoubleFunction> loss)
Initializes the update calculator.
|
RPropParameterUpdate |
RPropParameterUpdate.setDeltas(Vector deltas)
Set previous iteration deltas.
|
RPropParameterUpdate |
RPropParameterUpdate.setUpdatesMask(Vector updatesMask)
Set updates mask (values by which updateCache is multiplied).
|
static RPropParameterUpdate |
RPropParameterUpdate.sum(List<RPropParameterUpdate> updates)
Sums updates returned by different trainings.
|
static RPropParameterUpdate |
RPropParameterUpdate.sumLocal(List<RPropParameterUpdate> updates)
Sums updates during one training.
|
Modifier and Type | Method and Description |
---|---|
RPropParameterUpdate |
RPropUpdateCalculator.calculateNewUpdate(SmoothParametrized mdl,
RPropParameterUpdate updaterParams,
int iteration,
Matrix inputs,
Matrix groundTruth)
Calculate new update.
|
<M1 extends SmoothParametrized> |
RPropUpdateCalculator.update(M1 obj,
RPropParameterUpdate update)
Update given obj with this parameters.
|
Modifier and Type | Method and Description |
---|---|
static RPropParameterUpdate |
RPropParameterUpdate.avg(List<RPropParameterUpdate> updates)
Averages updates returned by different trainings.
|
static RPropParameterUpdate |
RPropParameterUpdate.sum(List<RPropParameterUpdate> updates)
Sums updates returned by different trainings.
|
static RPropParameterUpdate |
RPropParameterUpdate.sumLocal(List<RPropParameterUpdate> updates)
Sums updates during one training.
|
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Ignite Database and Caching Platform : ver. 2.7.2 Release Date : February 6 2019