atomic {
//compute the results
localresults=new int[1+x1-x0][1+y1-y0];
-
+
+ //Transpose b for cache performance
for(int i = x0; i<= x1; i++){
int a[]=mmul.a[i];
- int b[][]=mmul.b;
int M=mmul.M;
for (int j = y0; j <= y1; j++) {
int innerProduct=0;
+ int b[] = mmul.btranspose[j];
for(int k = 0; k < M; k++) {
- innerProduct += a[k] * b[k][j];
+ innerProduct += a[k] *b[k];
}
localresults[i-x0][j-y0]=innerProduct;
}
}
}
+
atomic {
//write the results
for(int i=x0;i<=x1;i++) {
}
public static void main(String[] args) {
- int mid1 = (172<<24)|(16<<16)|(9<<8)|129;
+ int mid1 = (128<<24)|(195<<16)|(175<<8)|70;
int mid2 = (128<<24)|(195<<16)|(175<<8)|69;
int mid3 = (128<<24)|(195<<16)|(175<<8)|71;
int NUM_THREADS = 2;
MMul matrix;
atomic {
- matrix = global new MMul(70, 70, 70);
+ matrix = global new MMul(800, 800, 800);
matrix.setValues();
}
// Currently it is a 70 X 70 matrix divided into 4 blocks
atomic {
- mm[0] = global new MatrixMultiply(matrix,0,0,69,35);
- mm[1] = global new MatrixMultiply(matrix,0,36,69,69);
+ mm[0] = global new MatrixMultiply(matrix,0,0,799,300);
+ mm[1] = global new MatrixMultiply(matrix,0,301,799,799);
}
atomic {
System.printInt(r);
System.printString("\n");
- //Print Matrices to be multiplied
- /*
- System.printString("a =\n");
- for (i = 0; i < p; i++) {
- for (j = 0; j < q; j++) {
- atomic {
- val = matrix.a[i][j];
- }
- System.printString(" " + val);
- }
- System.printString("\n");
- }
- System.printString("\n");
-
- System.printString("b =\n");
- for (i = 0; i < q; i++) {
- for (j = 0; j < r; j++) {
- atomic {
- val = matrix.b[i][j];
- }
- System.printString(" " + val);
- }
- System.printString("\n");
+ //transpose matrix b
+ atomic {
+ matrix.transpose();
}
- System.printString("\n");
- */
// start a thread to compute each c[l,n]
for (i = 0; i < NUM_THREADS; i++) {
atomic {
tmp = mm[i];
}
+ System.printString("Joining " + i + " ... ");
tmp.join();
+ System.printString("Joined " + i + "\n");
}
// print out the result of the matrix multiply
- System.printString("Starting\n");
System.printString("Matrix Product c =\n");
- StringBuffer sb = new StringBuffer("");
int val;
atomic {
for (i = 0; i < p; i++) {
int c[]=matrix.c[i];
for (j = 0; j < r; j++) {
val = c[j];
- sb.append(" ");
- sb.append((new Integer(val)).toString());
}
- sb.append("\n");
}
}
- System.printString(sb.toString());
System.printString("Finished\n");
}
}
public int[][] a;
public int[][] b;
public int[][] c;
+ public int[][] btranspose;
public MMul(int L, int M, int N) {
this.L = L;
a = global new int[L][M];
b = global new int[M][N];
c = global new int[L][N];
+ btranspose = global new int[N][M];
}
public void setValues() {
c[i][j] = 0;
}
}
+ for(i = 0; i < N; i++) {
+ for(j = 0; j < M; j++) {
+ btranspose[i][j] = 0;
+ }
+ }
}
-}
+ public void transpose() {
+ int row;
+ int col;
+ for(row = 0; row < M; row++) {
+ for(col = 0; col < N; col++) {
+ btranspose[col][row] = b[row][col];
+ }
+ }
+ }
+}