eigen/Eigen/Sparse
Gael Guennebaud 3645d6c138 sparse module: add a RandomSetter based on a user defined map implementation
as described on the wiki (one map per N column)
Here's some bench results for the 4 currently supported map impl:
std::map =>             18.3385 (581 MB)
gnu::hash_map =>        6.52574 (555 MB)
google::dense =>        2.87982 (315 MB)
google::sparse =>       15.7441 (165 MB)
This is the time is second (and memory consumption) to insert/lookup
10 million of coeffs with random coords inside a 10000^2 matrix,
with one map per packet of 64 columns => google::dense really rocks !
Note I use for the key value the index of the column in the packet (between 0 and 63)
times the number of rows and I used the default hash function.... so maybe there is
room for improvement here....
2008-10-20 23:42:20 +00:00

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#ifndef EIGEN_SPARSE_MODULE_H
#define EIGEN_SPARSE_MODULE_H
#include "Core"
#include <vector>
#include <map>
#include <cstdlib>
#include <cstring>
#include <algorithm>
#ifdef EIGEN_CHOLMOD_SUPPORT
extern "C" {
#include "cholmod.h"
}
#endif
#ifdef EIGEN_TAUCS_SUPPORT
// taucs.h declares a lot of mess
#define isnan
#define finite
#define isinf
extern "C" {
#include "taucs.h"
}
#undef isnan
#undef finite
#undef isinf
#ifdef min
#undef min
#endif
#ifdef max
#undef max
#endif
#endif
#ifdef EIGEN_SUPERLU_SUPPORT
typedef int int_t;
#include "superlu/slu_Cnames.h"
#include "superlu/supermatrix.h"
#include "superlu/slu_util.h"
namespace SuperLU_S {
#include "superlu/slu_sdefs.h"
}
namespace SuperLU_D {
#include "superlu/slu_ddefs.h"
}
namespace SuperLU_C {
#include "superlu/slu_cdefs.h"
}
namespace SuperLU_Z {
#include "superlu/slu_zdefs.h"
}
namespace Eigen { struct SluMatrix; }
#endif
#ifdef EIGEN_UMFPACK_SUPPORT
#include "umfpack.h"
#endif
namespace Eigen {
#include "src/Sparse/SparseUtil.h"
#include "src/Sparse/SparseMatrixBase.h"
#include "src/Sparse/SparseArray.h"
#include "src/Sparse/AmbiVector.h"
#include "src/Sparse/RandomSetter.h"
#include "src/Sparse/SparseBlock.h"
#include "src/Sparse/SparseMatrix.h"
#include "src/Sparse/HashMatrix.h"
#include "src/Sparse/LinkedVectorMatrix.h"
#include "src/Sparse/CoreIterators.h"
#include "src/Sparse/SparseSetter.h"
#include "src/Sparse/SparseProduct.h"
#include "src/Sparse/TriangularSolver.h"
#include "src/Sparse/SparseLLT.h"
#include "src/Sparse/SparseLU.h"
#ifdef EIGEN_CHOLMOD_SUPPORT
# include "src/Sparse/CholmodSupport.h"
#endif
#ifdef EIGEN_TAUCS_SUPPORT
# include "src/Sparse/TaucsSupport.h"
#endif
#ifdef EIGEN_SUPERLU_SUPPORT
# include "src/Sparse/SuperLUSupport.h"
#endif
#ifdef EIGEN_UMFPACK_SUPPORT
# include "src/Sparse/UmfPackSupport.h"
#endif
} // namespace Eigen
#endif // EIGEN_SPARSE_MODULE_H