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// Barrier version of Jacobi iteration
import EDU.oswego.cs.dl.util.concurrent.*;
public class BarrierJacobi {
static final int DEFAULT_GRANULARITY = 128;
/**
* The maximum submatrix length (both row-wise and column-wise)
* for any Segment
**/
static int granularity = DEFAULT_GRANULARITY;
static final double EPSILON = 0.001; // convergence criterion
public static void main(String[] args) {
try {
int n;
int steps;
try {
n = Integer.parseInt(args[0]);
steps = Integer.parseInt(args[1]);
if (args.length > 2) granularity = Integer.parseInt(args[2]);
}
catch (Exception e) {
System.out.println("Usage: java BarrierJacobi <matrix size> <max steps> [<granularity>]");
return;
}
// allocate enough space for edges
double[][] a = new double[n+2][n+2];
double[][] b = new double[n+2][n+2];
// Simple initialization for demo. Fill all edges with 1's.
// (All interiors are already default-initialized to zero.)
for (int k = 0; k < n+2; ++k) {
a[k][0] = 1.0;
a[k][n+1] = 1.0;
a[0][k] = 1.0;
a[n+1][k] = 1.0;
b[k][0] = 1.0;
b[k][n+1] = 1.0;
b[0][k] = 1.0;
b[n+1][k] = 1.0;
}
long startTime = System.currentTimeMillis();
new Driver(a, b, 1, n, 1, n, steps).compute();
long time = System.currentTimeMillis() - startTime;
double secs = ((double)time) / 1000.0;
System.out.println("Compute Time: " + secs);
}
catch (InterruptedException ex) {}
}
static class Segment implements Runnable {
double[][] A; // matrix to get old values from
double[][] B; // matrix to put new values into
// indices of current submatrix
final int loRow;
final int hiRow;
final int loCol;
final int hiCol;
final int steps;
final CyclicBarrier barrier;
final Segment[] allSegments;
volatile double maxDiff; // maximum difference between old and new values
volatile boolean converged = false;
Segment(double[][] A, double[][] B,
int loRow, int hiRow,
int loCol, int hiCol,
int steps,
CyclicBarrier barrier,
Segment[] allSegments) {
this.A = A; this.B = B;
this.loRow = loRow; this.hiRow = hiRow;
this.loCol = loCol; this.hiCol = hiCol;
this.steps = steps;
this.barrier = barrier;
this.allSegments = allSegments;
}
void convergenceCheck(int step) {
for (int i = 0; i < allSegments.length; ++i)
if (allSegments[i].maxDiff > EPSILON) return;
System.out.println("Converged after " + step + " steps");
for (int i = 0; i < allSegments.length; ++i)
allSegments[i].converged = true;
}
public void run() {
try {
double[][] a = A;
double[][] b = B;
for (int i = 1; i <= steps && !converged; ++i) {
maxDiff = update(a, b);
int index = barrier.barrier();
if (index == 0) convergenceCheck(i);
barrier.barrier();
double[][] tmp = a; a = b; b = tmp;
}
}
catch(Exception ex) {
return;
}
}
double update(double[][] a, double[][] b) {
double md = 0.0; // local for computing max diff
for (int i = loRow; i <= hiRow; ++i) {
for (int j = loCol; j <= hiCol; ++j) {
double v = 0.25 * (a[i-1][j] + a[i][j-1] +
a[i+1][j] + a[i][j+1]);
b[i][j] = v;
double diff = v - a[i][j];
if (diff < 0) diff = -diff;
if (diff > md) md = diff;
}
}
return md;
}
}
static class Driver {
double[][] A; // matrix to get old values from
double[][] B; // matrix to put new values into
final int loRow; // indices of current submatrix
final int hiRow;
final int loCol;
final int hiCol;
final int steps;
Driver(double[][] mat1, double[][] mat2,
int firstRow, int lastRow,
int firstCol, int lastCol,
int steps) {
this.A = mat1; this.B = mat2;
this.loRow = firstRow; this.hiRow = lastRow;
this.loCol = firstCol; this.hiCol = lastCol;
this.steps = steps;
}
public void compute() throws InterruptedException {
int rows = hiRow - loRow + 1;
int cols = hiCol - loCol + 1;
int rblocks = rows / granularity;
int cblocks = cols / granularity;
int n = rblocks * cblocks;
System.out.println("Using " + n + " segments (threads)");
Segment[] segs = new Segment[n];
Thread[] threads = new Thread[n];
CyclicBarrier barrier = new CyclicBarrier(n);
int k = 0;
for (int i = 0; i < rblocks; ++i) {
int lr = loRow + i * granularity;
int hr = lr + granularity;
if (i == rblocks-1) hr = hiRow;
for (int j = 0; j < cblocks; ++j) {
int lc = loCol + j * granularity;
int hc = lc + granularity;
if (j == cblocks-1) hc = hiCol;
segs[k] = new Segment(A, B, lr, hr, lc, hc, steps, barrier, segs);
threads[k] = new Thread(segs[k]);
++k;
}
}
for (k = 0; k < n; ++k) threads[k].start();
for (k = 0; k < n; ++k) threads[k].join();
double maxd = 0;
for (k = 0; k < n; ++k) {
double md = segs[k].maxDiff;
if (md > maxd) maxd = md;
}
System.out.println("Max diff after " + steps + " steps = " + maxd);
}
}
}
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