monolish  0.14.2
MONOlithic LIner equation Solvers for Highly-parallel architecture
monolish_standard_eigen.hpp
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1 #pragma once
2 #include <omp.h>
3 #include <vector>
4 
5 #include "./monolish_solver.hpp"
7 
12 
28 template <typename MATRIX, typename Float>
29 class LOBPCG : public solver::solver<MATRIX, Float> {
30 private:
31  // TODO: support multiple lambda(eigenvalue)s
32  int monolish_LOBPCG(MATRIX &A, vector<Float> &lambda,
34 
35 public:
44  int solve(MATRIX &A, vector<Float> &lambda, matrix::Dense<Float> &x);
45 
46  void create_precond(MATRIX &A) {
47  throw std::runtime_error("this precond. is not impl.");
48  }
49 
51  throw std::runtime_error("this precond. is not impl.");
52  }
53 
61  std::string name() const { return "monolish::standard_eigen::LOBPCG"; }
62 };
63 
79 template <typename MATRIX, typename Float>
80 class DC : public solver::solver<MATRIX, Float> {
81 private:
82  int LAPACK_DC(MATRIX &A, vector<Float> &lambda);
83 
84 public:
85  int solve(MATRIX &A, vector<Float> &lambda);
86 
87  void create_precond(MATRIX &A) {
88  throw std::runtime_error("this precond. is not impl.");
89  }
90 
92  throw std::runtime_error("this precond. is not impl.");
93  }
94 
102  std::string name() const { return "monolish::standard_eigen::DC"; }
103 };
104 } // namespace monolish::standard_eigen
monolish::standard_eigen::DC::apply_precond
void apply_precond(const vector< Float > &r, vector< Float > &z)
Definition: monolish_standard_eigen.hpp:91
monolish::standard_eigen::LOBPCG::name
std::string name() const
get solver name "monolish::standard_eigen::LOBPCG"
Definition: monolish_standard_eigen.hpp:61
monolish::standard_eigen::DC::LAPACK_DC
int LAPACK_DC(MATRIX &A, vector< Float > &lambda)
monolish::standard_eigen::LOBPCG::apply_precond
void apply_precond(const vector< Float > &r, vector< Float > &z)
Definition: monolish_standard_eigen.hpp:50
monolish::standard_eigen::LOBPCG
LOBPCG solver.
Definition: monolish_standard_eigen.hpp:29
monolish::standard_eigen::DC::solve
int solve(MATRIX &A, vector< Float > &lambda)
monolish::matrix::Dense
Dense format Matrix.
Definition: monolish_coo.hpp:35
monolish::standard_eigen::LOBPCG::monolish_LOBPCG
int monolish_LOBPCG(MATRIX &A, vector< Float > &lambda, matrix::Dense< Float > &x)
monolish_common.hpp
monolish::standard_eigen::LOBPCG::create_precond
void create_precond(MATRIX &A)
Definition: monolish_standard_eigen.hpp:46
monolish::solver::solver
solver base class
Definition: monolish_solver.hpp:27
monolish::standard_eigen::DC::name
std::string name() const
get solver name "monolish::standard_eigen::DC"
Definition: monolish_standard_eigen.hpp:102
monolish::standard_eigen::DC
Devide and Conquer solver.
Definition: monolish_standard_eigen.hpp:80
monolish_solver.hpp
monolish::standard_eigen::LOBPCG::solve
int solve(MATRIX &A, vector< Float > &lambda, matrix::Dense< Float > &x)
calculate eigenvalues and eigenvectors or A by LOBPCG method(lib=0: monolish)
monolish::vector
vector class
Definition: monolish_coo.hpp:32
monolish::standard_eigen::DC::create_precond
void create_precond(MATRIX &A)
Definition: monolish_standard_eigen.hpp:87
monolish::standard_eigen
handling eigenvalues and eigenvectors
Definition: monolish_standard_eigen.hpp:11