/******************************************************************************* * Copyright 2012 Analog Devices, Inc. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. ********************************************************************************/ package com.analog.lyric.dimple.schedulers; import java.util.Map; import com.analog.lyric.dimple.model.core.FactorGraph; import com.analog.lyric.dimple.schedulers.schedule.GibbsRandomScanSchedule; import com.analog.lyric.dimple.schedulers.schedule.IGibbsSchedule; /** * @author jeffb * * This creates a dynamic schedule, which updates only one variable that is * randomly chosen. Prior to doing so, it updates the corresponding * edges of the connected factors. This allows one iteration to * correspond to exactly one variable update. * * WARNING: This schedule DOES NOT respect any existing sub-graph * scheduler associations. That is, if any sub-graph already has an * associated scheduler, that scheduler is ignored in creating this * schedule. I believe this is a necessary limitation for Gibbs sampling * to operate properly. * */ public class GibbsRandomScanScheduler extends GibbsSchedulerBase { private static final long serialVersionUID = 1L; /*-------------- * Construction */ public GibbsRandomScanScheduler() { super(); } protected GibbsRandomScanScheduler(GibbsRandomScanScheduler other, Map<Object,Object> old2New, boolean copyToRoot) { super(other, old2New, copyToRoot); } /*-------------------- * IScheduler methods */ @Override public IScheduler copy(Map<Object, Object> old2NewMap, boolean copyToRoot) { return new GibbsRandomScanScheduler(this, old2NewMap, copyToRoot); } @Override public IGibbsSchedule createSchedule(FactorGraph g) { return addBlockEntries(new GibbsRandomScanSchedule(g)); } }