org.apache.sysml.runtime.controlprogram.parfor.TaskPartitionerFactoringCmin Maven / Gradle / Ivy

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Declarative Machine Learning

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/*
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you 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 org.apache.sysml.runtime.controlprogram.parfor;

import org.apache.sysml.runtime.instructions.cp.IntObject;

/**
 * Factoring with minimum constraint (e.g., if communication is expensive)
 */
public class TaskPartitionerFactoringCmin extends TaskPartitionerFactoring
{
	
	protected long _constraint = -1;
	
	public TaskPartitionerFactoringCmin( long taskSize, int numThreads, long constraint, String iterVarName, IntObject fromVal, IntObject toVal, IntObject incrVal ) 
	{
		super(taskSize, numThreads, iterVarName, fromVal, toVal, incrVal);
		
		_constraint = constraint;
	}

	@Override
	protected long determineNextBatchSize(long R, int P) 
	{
		int x = 2;
		long K = (long) Math.ceil((double)R / ( x * P )); //NOTE: round creates more tasks
		
		if( K < _constraint ) //account for rounding errors
			K = _constraint;
		
		return K;
	}
	
}