vSMC
vSMC: Scalable Monte Carlo
is_integrate.hpp
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1 //============================================================================
2 // vSMC/include/vsmc/integrate/is_integrate.hpp
3 //----------------------------------------------------------------------------
4 // vSMC: Scalable Monte Carlo
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31 
32 #ifndef VSMC_INTEGRATE_ISINTEGRATE_HPP
33 #define VSMC_INTEGRATE_ISINTEGRATE_HPP
34 
35 #include <vsmc/internal/common.hpp>
36 #include <vsmc/math/cblas.hpp>
37 
38 namespace vsmc {
39 
43 {
44  public :
45 
46  typedef std::size_t size_type;
47 
56  void operator() (size_type N, size_type dim,
57  const double *hX, const double *W, double *Eh) const
58  {
59  if (N == 0 || dim == 0)
60  return;
61 
62  if (dim == 1) {
63  *Eh = math::dot(N, hX, W);
64  return;
65  }
66 
67 #ifdef VSMC_CBLAS_INT
68  ::cblas_dgemv(::CblasColMajor, ::CblasNoTrans,
69  static_cast<VSMC_CBLAS_INT>(dim),
70  static_cast<VSMC_CBLAS_INT>(N), 1, hX,
71  static_cast<VSMC_CBLAS_INT>(dim), W, 1, 0, Eh, 1);
72 #else
73  for (size_type d = 0; d != dim; ++d)
74  Eh[d] = 0;
75  for (size_type i = 0; i != N; ++i, ++W) {
76  for (size_type d = 0; d != dim; ++d, ++hX)
77  Eh[d] += (*W) * (*hX);
78  }
79 #endif
80  }
81 }; // class ISIntegrate
82 
83 } // namespace vsmc
84 
85 #endif // VSMC_INTEGRATE_ISINTEGRATE_HPP
Definition: adapter.hpp:37
void operator()(size_type N, size_type dim, const double *hX, const double *W, double *Eh) const
Compute the importance sampling integration.
Compute the importance sampling integration of multivariate variable.
T dot(std::size_t n, const T *x, const T *y)
The dot product.
Definition: cblas.hpp:75
std::size_t size_type