#include #include #include #include using namespace Eigen; void set(MatrixXf& A, int m, int n, int id, int digits) { for(auto i = 0; i < m; i++) for(auto j = 0; j < n; j++) A(i,j) = id*std::pow(10,(2*digits)) + i*std::pow(10,digits) + j; } int main(int argc, char* argv[]) { #ifdef __DEBUG__ int m = 32, k = 32, n = 32, max = std::max(std::max(m,k),n); MatrixXf A = MatrixXf::Zero(m, k); MatrixXf B = MatrixXf::Zero(k, n); MatrixXf C = MatrixXf::Zero(m, n); MatrixXf D = MatrixXf::Zero(m, n); set(A, m, k, 1, static_cast(std::log10(max)) + 1); set(B, k, n, 2, static_cast(std::log10(max)) + 1); C = A*B; std::cout << A << std::endl; std::cout << B << std::endl; std::cout << std::endl; for(auto i = 0; i < m; i++) { for(auto j = 0; j < n; j++) { float acc=0; for(auto kk = 0; kk < k; kk++) { acc += A(i,kk)*B(kk,j); } D(i,j) = acc; if(std::sqrt(std::pow(D(i,j)-C(i,j),2)) > 1.0e-5) { std::cout << "Difference too big at " << i << " ," << j << " is " << C(i,j) << " should be " << D(i,j) << std::endl; } } } #else if(argc < 3) { std::cout << "Wrong number of arguments." << std::endl; return -1; } int sz = std::atoi(argv[1]); int m = sz, k = sz, n = sz; int RUNS = std::atoi(argv[2]); double time = 0; for(auto i = 0; i < RUNS; i++) { MatrixXf A = MatrixXf::Random(m,k); MatrixXf B = MatrixXf::Random(k,n); //set(A,m, k, 1); //set(B,k, n, 2); MatrixXf C = MatrixXf::Zero(m, n); std::clock_t start,end; start = std::clock(); C = A*B; end = std::clock(); time += 1000.0*(end-start) / CLOCKS_PER_SEC; } std::cout << time << std::endl; #ifdef TEST_SCALAR start = std::clock(); for(auto i = 0; i < m; i++) { for(auto j = 0; j < n; j++) { float acc=0; for(auto kk = 0; kk < k; kk++) { acc += A(i,kk)*B(kk,j); } C(i,j) = acc; } } end = std::clock(); std::cout << 1000.0*(end-start) / CLOCKS_PER_SEC << std::endl; #endif #endif return 0; }