bench/perf_monitoring/lazy_gemm.cpp

#include <iostream>
#include <fstream>
#include <vector>
#include <Eigen/Core>
#include "../../BenchTimer.h"
using namespace Eigen;

#ifndef SCALAR
#error SCALAR must be defined
#endif

typedef SCALAR Scalar;

template <typename MatA, typename MatB, typename MatC>
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 <int m, int n, int k, int TA>
EIGEN_DONT_INLINE double bench() {
  typedef Matrix<Scalar, m, k, TA> MatA;
  typedef Matrix<Scalar, k, n> MatB;
  typedef Matrix<Scalar, m, n> 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 <int m, int n, int k>
double bench_t(int t) {
  if (t)
    return bench<m, n, k, RowMajor>();
  else
    return bench<m, n, k, 0>();
}

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<double> 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;
}