water.api

Class GridSearchHandler<G extends Grid<MP>,S extends GridSearchSchema<G,S,MP,P>,MP extends Model.Parameters,P extends ModelParametersSchemaV3>

java.lang.Object

jsr166y.ForkJoinTask<java.lang.Void>

jsr166y.CountedCompleter

water.H2O.H2OCountedCompleter<Handler>

water.api.Handler

water.api.GridSearchHandler<G,S,MP,P>

Type Parameters:

G - Implementation output of grid search

MP - Type of model parameters

P - Type of schema representing model parameters

S - Schema representing structure of grid search end-point

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.util.concurrent.Future<java.lang.Void>, Freezable<Handler>

public class GridSearchHandler<G extends Grid<MP>,S extends GridSearchSchema<G,S,MP,P>,MP extends Model.Parameters,P extends ModelParametersSchemaV3>
extends Handler

A generic grid search handler implementing launch of grid search.

A model specific grid search handlers should inherit from class and implements corresponding methods. FIXME: how to get rid of P, since it is already enforced by S

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	GridSearchHandler.ModelParametersFromSchemaBuilder<MP extends Model.Parameters,PS extends ModelParametersSchemaV3> Model parameters factory building model parameters with respect to its schema.

Constructor Summary

Constructors

Constructor and Description
GridSearchHandler()

Method Summary

Methods

Modifier and Type	Method and Description
S	train(int version, S gridSearchSchema)
protected void	validateHyperParams(P params, java.util.Map<java.lang.String,java.lang.Object[]> hyperParams) Validate given hyper parameters with respect to type parameter P.

Methods inherited from class water.api.Handler

getFromDKV, getFromDKV, getHandlerMethodInputSchema, getHandlerMethodOutputSchema, markdown

Methods inherited from class water.H2O.H2OCountedCompleter

asBytes, clone, compute, compute1, compute2, currThrPriority, frozenType, icer, priority, read, readJSON, reloadFromBytes, write, writeJSON

Methods inherited from class jsr166y.CountedCompleter

__tryComplete, addToPendingCount, compareAndSetPendingCount, complete, exec, getCompleter, getPendingCount, getRawResult, onCompletion, onExceptionalCompletion, setCompleter, setPendingCount, setRawResult, tryComplete

Methods inherited from class jsr166y.ForkJoinTask

adapt, adapt, adapt, cancel, compareAndSetForkJoinTaskTag, completeExceptionally, fork, get, get, getException, getForkJoinTaskTag, getPool, getQueuedTaskCount, getSurplusQueuedTaskCount, helpQuiesce, inForkJoinPool, invoke, invokeAll, invokeAll, invokeAll, isCancelled, isCompletedAbnormally, isCompletedNormally, isDone, join, peekNextLocalTask, pollNextLocalTask, pollTask, quietlyComplete, quietlyInvoke, quietlyJoin, reinitialize, setForkJoinTaskTag, tryUnfork

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

GridSearchHandler

public GridSearchHandler()

Method Detail

train

public S train(int version,
      S gridSearchSchema)

validateHyperParams

protected void validateHyperParams(P params,
                       java.util.Map<java.lang.String,java.lang.Object[]> hyperParams)

Validate given hyper parameters with respect to type parameter P. It verifies that given parameters are annotated in P with @API annotation

Parameters:

params - regular model build parameters

hyperParams - map of hyper parameters