1 #ifndef PARALUTION_OCL_MATRIX_CSR_HPP_
2 #define PARALUTION_OCL_MATRIX_CSR_HPP_
4 #include "../base_matrix.hpp"
5 #include "../base_vector.hpp"
7 #if defined(__APPLE__) && defined(__MACH__)
15 template <
class ValueType>
16 class OCLAcceleratorMatrixCSR :
public OCLAcceleratorMatrix<ValueType> {
24 virtual void info(
void)
const;
27 virtual void Clear(
void);
28 virtual bool Zeros(
void);
30 virtual void AllocateCSR(
const int nnz,
const int nrow,
const int ncol);
42 virtual bool Scale(
const ValueType alpha);
45 virtual bool AddScalar(
const ValueType alpha);
73 const ValueType beta,
const bool structure);
81 virtual void LAnalyse(
const bool diag_unit=
false);
84 virtual void UAnalyse(
const bool diag_unit=
false);
91 virtual bool Compress(
const double drop_off);
115 #endif // PARALUTION_OCL_MATRIX_CSR_HPP_
virtual bool DiagonalMatrixMultR(const BaseVector< ValueType > &diag)
Multiply the matrix with diagonal matrix (stored in LocalVector), this=this*diag (right multiplicatio...
Definition: ocl_matrix_csr.cpp:2115
virtual bool MaximalIndependentSet(int &size, BaseVector< int > *permutation) const
Perform maximal independent set decomposition of the matrix; Returns the size of the maximal independ...
Definition: ocl_matrix_csr.cpp:1639
virtual void LUAnalyse(void)
Analyse the structure (level-scheduling)
Definition: ocl_matrix_csr.cpp:851
virtual bool AddScalarDiagonal(const ValueType alpha)
Add alpha to the diagonal entries of the matrix.
Definition: ocl_matrix_csr.cpp:1962
Definition: base_matrix.hpp:67
virtual bool ScaleDiagonal(const ValueType alpha)
Scale the diagonal entries of the matrix with alpha.
Definition: ocl_matrix_csr.cpp:1858
virtual void CopyToHost(HostMatrix< ValueType > *dst) const
Copy (accelerator matrix) to host matrix.
Definition: ocl_matrix_csr.cpp:227
const IndexType idx
Definition: cuda_kernels_coo.hpp:115
virtual bool ExtractUDiagonal(BaseMatrix< ValueType > *U) const
Extract the upper triangular matrix including diagonal.
Definition: ocl_matrix_csr.cpp:1515
Definition: base_matrix.hpp:65
virtual ~OCLAcceleratorMatrixCSR()
Definition: ocl_matrix_csr.cpp:51
virtual bool AddScalarOffDiagonal(const ValueType alpha)
Add alpha to the off-diagonal entries of the matrix.
Definition: ocl_matrix_csr.cpp:2014
Definition: backend_manager.hpp:10
virtual void ApplyAdd(const BaseVector< ValueType > &in, const ValueType scalar, BaseVector< ValueType > *out) const
Apply and add the matrix to vector, out = out + scalar*this*in;.
Definition: ocl_matrix_csr.cpp:784
nnz
Definition: pcg_example.m:8
virtual void LLAnalyseClear(void)
Delete the analysed data (see LLAnalyse)
Definition: ocl_matrix_csr.cpp:863
virtual bool ConvertFrom(const BaseMatrix< ValueType > &mat)
Convert the matrix from another matrix (with different structure)
Definition: ocl_matrix_csr.cpp:406
virtual void LUAnalyseClear(void)
Delete the analysed data (see LUAnalyse)
Definition: ocl_matrix_csr.cpp:855
OCLAcceleratorVector< ValueType > * tmp_vec_
Definition: ocl_matrix_csr.hpp:108
const IndexType const IndexType const IndexType const ValueType const ValueType scalar
Definition: cuda_kernels_coo.hpp:91
virtual void LLAnalyse(void)
Analyse the structure (level-scheduling)
Definition: ocl_matrix_csr.cpp:859
virtual void UAnalyseClear(void)
Delete the analysed data (see UAnalyse) U-party.
Definition: ocl_matrix_csr.cpp:879
virtual bool Scale(const ValueType alpha)
Scale all values.
Definition: ocl_matrix_csr.cpp:1809
virtual void Apply(const BaseVector< ValueType > &in, BaseVector< ValueType > *out) const
Apply the matrix to vector, out = this*in;.
Definition: ocl_matrix_csr.cpp:719
virtual bool ExtractL(BaseMatrix< ValueType > *L) const
Extract the lower triangular matrix.
Definition: ocl_matrix_csr.cpp:1143
virtual bool Compress(const double drop_off)
Delete all entries abs(a_ij) <= drop_off; the diagonal elements are never deleted.
Definition: ocl_matrix_csr.cpp:2301
virtual void UAnalyse(const bool diag_unit=false)
Analyse the structure (level-scheduling) U-part; diag_unit == true the diag is 1; diag_unit == false ...
Definition: ocl_matrix_csr.cpp:871
OCLAcceleratorMatrixCSR()
Definition: ocl_matrix_csr.cpp:27
virtual void AllocateCSR(const int nnz, const int nrow, const int ncol)
Allocate CSR Matrix.
Definition: ocl_matrix_csr.cpp:68
virtual bool ReplaceColumnVector(const int idx, const BaseVector< ValueType > &vec)
Replace a column vector of a matrix.
Definition: ocl_matrix_csr.cpp:2431
virtual bool DiagonalMatrixMultL(const BaseVector< ValueType > &diag)
Multiply the matrix with diagonal matrix (stored in LocalVector), this=diag*this (left multiplication...
Definition: ocl_matrix_csr.cpp:2172
virtual void CopyTo(BaseMatrix< ValueType > *mat) const
Copy to another matrix.
Definition: ocl_matrix_csr.cpp:343
virtual bool ExtractDiagonal(BaseVector< ValueType > *vec_diag) const
Extract the diagonal values of the matrix into a LocalVector.
Definition: ocl_matrix_csr.cpp:883
virtual bool ExtractSubMatrix(const int row_offset, const int col_offset, const int row_size, const int col_size, BaseMatrix< ValueType > *mat) const
Extrat a sub-matrix with row/col_offset and row/col_size.
Definition: ocl_matrix_csr.cpp:997
Base class for all host/accelerator matrices.
Definition: base_matrix.hpp:92
virtual bool ScaleOffDiagonal(const ValueType alpha)
Scale the off-diagonal entries of the matrix with alpha.
Definition: ocl_matrix_csr.cpp:1910
virtual unsigned int get_mat_format(void) const
Return the matrix format id (see matrix_formats.hpp)
Definition: ocl_matrix_csr.hpp:25
Definition: backend_manager.cpp:43
virtual bool AddScalar(const ValueType alpha)
Add alpha to all values.
Definition: ocl_matrix_csr.cpp:2066
MatrixCSR< cl_mem, cl_mem > mat_
Definition: ocl_matrix_csr.hpp:98
virtual void info(void) const
Shows simple info about the object.
Definition: ocl_matrix_csr.cpp:61
virtual bool MatrixAdd(const BaseMatrix< ValueType > &mat, const ValueType alpha, const ValueType beta, const bool structure)
Perform matrix addition, this = alpha*this + beta*mat; if structure==false the structure of the matri...
Definition: ocl_matrix_csr.cpp:2228
Definition: base_matrix.hpp:63
Definition: backend_manager.hpp:14
virtual void LAnalyse(const bool diag_unit=false)
Analyse the structure (level-scheduling) L-part diag_unit == true the diag is 1; diag_unit == false t...
Definition: ocl_matrix_csr.cpp:867
Definition: matrix_formats.hpp:21
virtual void LAnalyseClear(void)
Delete the analysed data (see LAnalyse) L-party.
Definition: ocl_matrix_csr.cpp:875
virtual void CopyFrom(const BaseMatrix< ValueType > &mat)
Copy from another matrix.
Definition: ocl_matrix_csr.cpp:282
virtual void CopyFromHost(const HostMatrix< ValueType > &src)
Copy (accelerator matrix) from host matrix.
Definition: ocl_matrix_csr.cpp:175
Definition: base_vector.hpp:19
virtual bool MultiColoring(int &num_colors, int **size_colors, BaseVector< int > *permutation) const
Perform multi-coloring decomposition of the matrix; Returns number of colors, the corresponding sizes...
Definition: ocl_matrix_csr.cpp:1720
virtual bool Zeros(void)
Set all the values to zero.
Definition: ocl_matrix_csr.cpp:147
virtual bool ExtractColumnVector(const int idx, BaseVector< ValueType > *vec) const
Extract values from a column of a matrix to a vector.
Definition: ocl_matrix_csr.cpp:2552
virtual void Clear(void)
Clear (free) the matrix.
Definition: ocl_matrix_csr.cpp:130
virtual bool ExtractU(BaseMatrix< ValueType > *U) const
Extract the upper triangular matrix.
Definition: ocl_matrix_csr.cpp:1391
virtual bool Permute(const BaseVector< int > &permutation)
Perform (forward) permutation of the matrix.
Definition: ocl_matrix_csr.cpp:419
virtual bool ExtractInverseDiagonal(BaseVector< ValueType > *vec_inv_diag) const
Extract the inverse (reciprocal) diagonal values of the matrix into a LocalVector.
Definition: ocl_matrix_csr.cpp:940
virtual bool ExtractLDiagonal(BaseMatrix< ValueType > *L) const
Extract the lower triangular matrix including diagonal.
Definition: ocl_matrix_csr.cpp:1267