/* * This file is part of the X10 project (http://x10-lang.org). * * This file is licensed to You under the Eclipse Public License (EPL); * You may not use this file except in compliance with the License. * You may obtain a copy of the License at * http://www.opensource.org/licenses/eclipse-1.0.php * * (C) Copyright IBM Corporation 2006-2014. */ import x10.array.*; import x10.compiler.Foreach; import x10.compiler.Inline; /** * This is a sample program illustrating how to use * X10's array classes. It also illustrates the use * of foreach to acheive intra-place parallelism. * * The program solves a set of 2D partial differential * equations by iteratively applying a 5-point stencil * operation until convergence is reached. */ public class HeatTransfer_v0 { static val EPSILON = 1.0e-5; val N:Long; val A:Array_2[Double]{self!=null}; val Tmp:Array_2[Double]{self!=null}; public def this(size:Long) { N = size; A = new Array_2[Double](N+2, N+2); // zero-initialized N+2 * N+2 array of doubles for (j in 1..N) A(0, j) = 1; // set one border row to 1 Tmp = new Array_2[Double](A); } final @Inline def stencil(x:Long, y:Long):Double { return (A(x-1,y) + A(x+1,y) + A(x,y-1) + A(x,y+1)) / 4; } def run() { val is = new DenseIterationSpace_2(1,1,N,N); var delta:Double; do { // Compute new values, storing in tmp delta = Foreach.blockReduce(is, (i:Long, j:Long)=>{ Tmp(i,j) = stencil(i,j); // Reduce max element-wise delta (A now holds previous values) return Math.abs(Tmp(i,j) - A(i,j)); }, (a:Double, b:Double)=>Math.max(a,b), 0.0 ); // swap backing data of A and Tmp Array.swap(A, Tmp); } while (delta > EPSILON); } def prettyPrintResult() { for (i in 1..N) { for (j in 1..N) { Console.OUT.printf("%1.4f ",A(i,j)); } Console.OUT.println(); } } public static def main(args:Rail[String]) { val n = args.size > 0 ? Long.parse(args(0)) : 8; Console.OUT.println("HeatTransfer example with N="+n+" and epsilon="+EPSILON); Console.OUT.println("Initializing data structures"); val ht = new HeatTransfer_v0(n); Console.OUT.println("Beginning computation..."); val start = System.nanoTime(); ht.run(); val stop = System.nanoTime(); Console.OUT.printf("...completed in %1.3f seconds.\n", ((stop-start) as double)/1e9); if (n <= 10) { ht.prettyPrintResult(); } } }