#include #include #include #include #include "../../BenchTimer.h" using namespace Eigen; #ifndef SCALAR #error SCALAR must be defined #endif typedef SCALAR Scalar; template EIGEN_DONT_INLINE void lazy_gemm(const MatA &A, const MatB &B, MatC &C) { // escape((void*)A.data()); // escape((void*)B.data()); C.noalias() += A.lazyProduct(B); // escape((void*)C.data()); } template EIGEN_DONT_INLINE double bench() { typedef Matrix MatA; typedef Matrix MatB; typedef Matrix MatC; MatA A(m, k); MatB B(k, n); MatC C(m, n); A.setRandom(); B.setRandom(); C.setZero(); BenchTimer t; double up = 1e7 * 4 / sizeof(Scalar); double tm0 = 10, tm1 = 20; double flops = 2. * m * n * k; long rep = std::max(10., std::min(10000., up / flops)); long tries = std::max(tm0, std::min(tm1, up / flops)); BENCH(t, tries, rep, lazy_gemm(A, B, C)); return 1e-9 * rep * flops / t.best(); } template double bench_t(int t) { if (t) return bench(); else return bench(); } EIGEN_DONT_INLINE double bench_mnk(int m, int n, int k, int t) { int id = m * 10000 + n * 100 + k; switch (id) { case 10101: return bench_t<1, 1, 1>(t); break; case 20202: return bench_t<2, 2, 2>(t); break; case 30303: return bench_t<3, 3, 3>(t); break; case 40404: return bench_t<4, 4, 4>(t); break; case 50505: return bench_t<5, 5, 5>(t); break; case 60606: return bench_t<6, 6, 6>(t); break; case 70707: return bench_t<7, 7, 7>(t); break; case 80808: return bench_t<8, 8, 8>(t); break; case 90909: return bench_t<9, 9, 9>(t); break; case 101010: return bench_t<10, 10, 10>(t); break; case 111111: return bench_t<11, 11, 11>(t); break; case 121212: return bench_t<12, 12, 12>(t); break; } return 0; } int main(int argc, char **argv) { std::vector results; std::string filename = std::string("lazy_gemm_settings.txt"); if (argc > 1) filename = std::string(argv[1]); std::ifstream settings(filename); long m, n, k, t; while (settings >> m >> n >> k >> t) { // std::cerr << " Testing " << m << " " << n << " " << k << std::endl; results.push_back(bench_mnk(m, n, k, t)); } std::cout << RowVectorXd::Map(results.data(), results.size()); return 0; }