// matMult.c // mmasserfrye@hmc.edu 30 January 2022 #include <stdio.h> // supports printf #include <math.h> // supports fabs #include "util.h" // supports verify // puts the indicated row of length n from matrix mat into array arr void getRow(int n, int row, double *mat, double *arr){ int ind; for (int i=0; i<n; i++){ ind = i+row*n; arr[i] = mat[ind]; } } // computes the dot product of arrays a and b of length n double dotproduct(int n, double a[], double b[]) { volatile int i; double sum; sum = 0; for (i=0; i<n; i++) { if (i==0) sum=0; sum += a[i]*b[i]; } return sum; } // multiplies matrices A (m1 x n1m2) and B (n1m2 x n2) and puts the result in Y void mult(int m1, int n1m2, int n2, double *A, double *B, double *Y) { // transpose B into Bt so we can dot product matching rows double Bt[n2*n1m2]; int ind; int indt; for (int i=0; i<n1m2; i++){ for (int j=0; j<n2; j++){ ind = i*n2+j; indt = j*n1m2+i; Bt[indt] = B[ind]; } } int indY; double Arow[n1m2]; double Bcol[n1m2]; for (int i=0; i<m1; i++){ for (int j=0; j<n2; j++){ indY = i*n2+j; getRow(n1m2, i, A, Arow); getRow(n1m2, j, Bt, Bcol); Y[indY] = dotproduct(n1m2, Arow, Bcol); } } } int main(void) { // change these bits to test stuff int m = 20; int n = 1; double X[20]; // change to m*n double Y[400]; // change to m^2 // fill in some numbers so the test feels legit for (int i=0; i<n; i++){ X[i] = i; } setStats(1); mult(m, n, m, X, X, Y); setStats(0); /* // use this code from Harris's fir.c to print matrix one element at a time // library linked doesn't support printing doubles, so convert to integers to print for (int i=0; i<m*m; i++) { int tmp = Y[i]; printf("Y[%d] = %d\n", i, tmp); } */ return 0; }