#include <iostream> #include <Eigen/Core> #include <bench/BenchTimer.h> using namespace Eigen; using namespace std; #define END 9 template<int S> struct map_size { enum { ret = S }; }; template<> struct map_size<10> { enum { ret = 20 }; }; template<> struct map_size<11> { enum { ret = 50 }; }; template<> struct map_size<12> { enum { ret = 100 }; }; template<> struct map_size<13> { enum { ret = 300 }; }; template<int M, int N,int K> struct alt_prod { enum { ret = M==1 && N==1 ? InnerProduct : K==1 ? OuterProduct : M==1 ? GemvProduct : N==1 ? GemvProduct : GemmProduct }; }; void print_mode(int mode) { if(mode==InnerProduct) std::cout << "i"; if(mode==OuterProduct) std::cout << "o"; if(mode==CoeffBasedProductMode) std::cout << "c"; if(mode==LazyCoeffBasedProductMode) std::cout << "l"; if(mode==GemvProduct) std::cout << "v"; if(mode==GemmProduct) std::cout << "m"; } template<int Mode, typename Lhs, typename Rhs, typename Res> EIGEN_DONT_INLINE void prod(const Lhs& a, const Rhs& b, Res& c) { c.noalias() += typename ProductReturnType<Lhs,Rhs,Mode>::Type(a,b); } template<int M, int N, int K, typename Scalar, int Mode> EIGEN_DONT_INLINE void bench_prod() { typedef Matrix<Scalar,M,K> Lhs; Lhs a; a.setRandom(); typedef Matrix<Scalar,K,N> Rhs; Rhs b; b.setRandom(); typedef Matrix<Scalar,M,N> Res; Res c; c.setRandom(); BenchTimer t; double n = 2.*double(M)*double(N)*double(K); int rep = 100000./n; rep /= 2; if(rep<1) rep = 1; do { rep *= 2; t.reset(); BENCH(t,1,rep,prod<CoeffBasedProductMode>(a,b,c)); } while(t.best()<0.1); t.reset(); BENCH(t,5,rep,prod<Mode>(a,b,c)); print_mode(Mode); std::cout << int(1e-6*n*rep/t.best()) << "\t"; } template<int N> struct print_n; template<int M, int N, int K> struct loop_on_m; template<int M, int N, int K, typename Scalar, int Mode> struct loop_on_n; template<int M, int N, int K> struct loop_on_k { static void run() { std::cout << "K=" << K << "\t"; print_n<N>::run(); std::cout << "\n"; loop_on_m<M,N,K>::run(); std::cout << "\n\n"; loop_on_k<M,N,K+1>::run(); } }; template<int M, int N> struct loop_on_k<M,N,END> { static void run(){} }; template<int M, int N, int K> struct loop_on_m { static void run() { std::cout << M << "f\t"; loop_on_n<M,N,K,float,CoeffBasedProductMode>::run(); std::cout << "\n"; std::cout << M << "f\t"; loop_on_n<M,N,K,float,-1>::run(); std::cout << "\n"; loop_on_m<M+1,N,K>::run(); } }; template<int N, int K> struct loop_on_m<END,N,K> { static void run(){} }; template<int M, int N, int K, typename Scalar, int Mode> struct loop_on_n { static void run() { bench_prod<M,N,K,Scalar,Mode==-1? alt_prod<M,N,K>::ret : Mode>(); loop_on_n<M,N+1,K,Scalar,Mode>::run(); } }; template<int M, int K, typename Scalar, int Mode> struct loop_on_n<M,END,K,Scalar,Mode> { static void run(){} }; template<int N> struct print_n { static void run() { std::cout << map_size<N>::ret << "\t"; print_n<N+1>::run(); } }; template<> struct print_n<END> { static void run(){} }; int main() { loop_on_k<1,1,1>::run(); return 0; }