Uses of Class
org.apache.ignite.ml.optimization.updatecalculators.SimpleGDParameterUpdate

Packages that use SimpleGDParameterUpdate

Package	Description
org.apache.ignite.ml.optimization.updatecalculators	Contains update calculators.

Uses of SimpleGDParameterUpdate in org.apache.ignite.ml.optimization.updatecalculators

Fields in org.apache.ignite.ml.optimization.updatecalculators with type parameters of type SimpleGDParameterUpdate

Modifier and Type	Field and Description
static IgniteFunction<List<SimpleGDParameterUpdate>,SimpleGDParameterUpdate>	SimpleGDParameterUpdate.AVG Method used to sum updates inside of one of parallel trainings.
static IgniteFunction<List<SimpleGDParameterUpdate>,SimpleGDParameterUpdate>	SimpleGDParameterUpdate.AVG Method used to sum updates inside of one of parallel trainings.
static IgniteFunction<List<SimpleGDParameterUpdate>,SimpleGDParameterUpdate>	SimpleGDParameterUpdate.SUM_LOCAL Method used to get total update of all parallel trainings.
static IgniteFunction<List<SimpleGDParameterUpdate>,SimpleGDParameterUpdate>	SimpleGDParameterUpdate.SUM_LOCAL Method used to get total update of all parallel trainings.

Methods in org.apache.ignite.ml.optimization.updatecalculators that return SimpleGDParameterUpdate

Modifier and Type	Method and Description
SimpleGDParameterUpdate	SimpleGDUpdateCalculator.calculateNewUpdate(SmoothParametrized mlp, SimpleGDParameterUpdate updaterParameters, int iteration, Matrix inputs, Matrix groundTruth) Calculate new update.
SimpleGDParameterUpdate	SimpleGDUpdateCalculator.init(SmoothParametrized mdl, IgniteFunction<Vector,IgniteDifferentiableVectorToDoubleFunction> loss) Initializes the update calculator.

Methods in org.apache.ignite.ml.optimization.updatecalculators with parameters of type SimpleGDParameterUpdate

Modifier and Type	Method and Description
SimpleGDParameterUpdate	SimpleGDUpdateCalculator.calculateNewUpdate(SmoothParametrized mlp, SimpleGDParameterUpdate updaterParameters, int iteration, Matrix inputs, Matrix groundTruth) Calculate new update.
<M1 extends SmoothParametrized> M1	SimpleGDUpdateCalculator.update(M1 obj, SimpleGDParameterUpdate update) Update given obj with this parameters.