diff options
Diffstat (limited to 'eigen/bench/product_threshold.cpp')
-rw-r--r-- | eigen/bench/product_threshold.cpp | 143 |
1 files changed, 143 insertions, 0 deletions
diff --git a/eigen/bench/product_threshold.cpp b/eigen/bench/product_threshold.cpp new file mode 100644 index 0000000..dd6d15a --- /dev/null +++ b/eigen/bench/product_threshold.cpp @@ -0,0 +1,143 @@ + +#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; +} |