gemm_common.h

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#include <iostream>
#include <fstream>
#include <vector>
#include <string>
#include "eigen_src/Eigen/Core"
#include "../BenchTimer.h"
using namespace Eigen;
 
#ifndef SCALAR
#error SCALAR must be defined
#endif
 
typedef SCALAR Scalar;
 
typedef Matrix<Scalar, Dynamic, Dynamic> Mat;
 
template <typename Func>
EIGEN_DONT_INLINE double bench(long m, long n, long k, const Func& f) {
  Mat A(m, k);
  Mat B(k, n);
  Mat C(m, n);
  A.setRandom();
  B.setRandom();
  C.setZero();
 
  BenchTimer t;
 
  double up = 1e8 * 4 / sizeof(Scalar);
  double tm0 = 4, tm1 = 10;
  if (NumTraits<Scalar>::IsComplex) {
    up /= 4;
    tm0 = 2;
    tm1 = 4;
  }
 
  double flops = 2. * m * n * k;
  long rep = std::max(1., std::min(100., up / flops));
  long tries = std::max(tm0, std::min(tm1, up / flops));
 
  BENCH(t, tries, rep, f(A, B, C));
 
  return 1e-9 * rep * flops / t.best();
}
 
template <typename Func>
int main_gemm(int argc, char** argv, const Func& f) {
  std::vector<double> results;
 
  std::string filename = std::string("gemm_settings.txt");
  if (argc > 1) filename = std::string(argv[1]);
  std::ifstream settings(filename);
  long m, n, k;
  while (settings >> m >> n >> k) {
    // std::cerr << "  Testing " << m << " " << n << " " << k << std::endl;
    results.push_back(bench(m, n, k, f));
  }
 
  std::cout << RowVectorXd::Map(results.data(), results.size());
 
  return 0;
}