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/*
-- MAGMA (version 2.9.0) --
Univ. of Tennessee, Knoxville
Univ. of California, Berkeley
Univ. of Colorado, Denver
@date January 2025
*/
#ifndef MAGMASPARSE_TYPES_H
#define MAGMASPARSE_TYPES_H
#if defined(MAGMA_HAVE_PASTIX)
//PaStiX include
#include <stdint.h>
/* to access functions from the libpastix, respect this order */
#include <pastix.h>
#include <read_matrix.h>
#include <get_options.h>
#include <assert.h>
#include <omp.h>
#endif
/* Currently unsupported hipsparse functions
*
* (these should be added in ROCm 3.5, or otherwise pretty soon)
*
*
*/
#if defined(MAGMA_HAVE_HIP)
// this macro allows you to define an unsupported function (primarily from hipSPARSE)
// which will become a NOOP, and print an error message
#define magma_unsupported_sparse(fname) ((hipsparseStatus_t)(fprintf(stderr, "MAGMA: Unsupported (sparse) function '" #fname "'\n"), HIPSPARSE_STATUS_INTERNAL_ERROR))
#define hipsparseZcsrmv(...) magma_unsupported_sparse(hipsparseZcsrmv)
#define hipsparseZbsrmv(...) magma_unsupported_sparse(hipsparseZcsrmv)
#define hipsparseZcsrmm(...) magma_unsupported_sparse(hipsparseZcsrmm)
#endif
#ifdef __cplusplus
extern "C"
{
#endif
#define MAGMA_CSR5_OMEGA 32
typedef struct magma_z_matrix
{
magma_storage_t storage_type; // matrix format - CSR, ELL, SELL-P, CSR5
magma_location_t memory_location; // CPU or DEV
magma_symmetry_t sym; // opt: indicate symmetry
magma_diagorder_t diagorder_type; // opt: only needed for factorization matrices
magma_uplo_t fill_mode; // fill mode full/lower/upper
magma_int_t num_rows; // number of rows
magma_int_t num_cols; // number of columns
magma_int_t nnz; // opt: number of nonzeros
magma_int_t max_nnz_row; // opt: max number of nonzeros in one row
magma_int_t diameter; // opt: max distance of entry from main diagonal
magma_int_t true_nnz; // opt: true nnz
magma_bool_t ownership; // does MAGMA own the arrays of this matrix structure
union
{
magmaDoubleComplex *val; // array containing values in CPU case
magmaDoubleComplex_ptr dval; // array containing values in DEV case
};
union
{
magmaDoubleComplex *diag; // opt: diagonal entries in CPU case
magmaDoubleComplex_ptr ddiag; // opt: diagonal entries in DEV case
};
union
{
magma_index_t *row; // opt: row pointer CPU case
magmaIndex_ptr drow; // opt: row pointer DEV case
};
union
{
magma_index_t *rowidx; // opt: array containing row indices CPU case
magmaIndex_ptr drowidx; // opt: array containing row indices DEV case
};
union
{
magma_index_t *col; // opt: array containing col indices CPU case
magmaIndex_ptr dcol; // opt: array containing col indices DEV case
};
union
{
magma_index_t *list; // opt: linked list pointing to next element
magmaIndex_ptr dlist; // opt: linked list pointing to next element
};
union
{
magma_uindex_t *tile_ptr; // opt: CSR5 tile pointer CPU case
magmaUIndex_ptr dtile_ptr; // opt: CSR5 tile pointer DEV case
};
union
{
magma_uindex_t *tile_desc; // opt: CSR5 tile descriptor CPU case
magmaUIndex_ptr dtile_desc; // opt: CSR5 tile descriptor DEV case
};
union
{
magma_index_t *tile_desc_offset_ptr; // opt: CSR5 tile descriptor offset pointer CPU case
magmaIndex_ptr dtile_desc_offset_ptr; // opt: CSR5 tile descriptor offset pointer DEV case
};
union
{
magma_index_t *tile_desc_offset; // opt: CSR5 tile descriptor offset CPU case
magmaIndex_ptr dtile_desc_offset; // opt: CSR5 tile descriptor offset DEV case
};
union
{
magmaDoubleComplex *calibrator; // opt: CSR5 calibrator CPU case
magmaDoubleComplex_ptr dcalibrator; // opt: CSR5 calibrator DEV case
};
magma_index_t *blockinfo; // opt: for BCSR format CPU case
magma_int_t blocksize; // opt: info for SELL-P/BCSR
magma_int_t numblocks; // opt: info for SELL-P/BCSR
magma_int_t alignment; // opt: info for SELL-P/BCSR
magma_int_t csr5_sigma; // opt: info for CSR5
magma_int_t csr5_bit_y_offset; // opt: info for CSR5
magma_int_t csr5_bit_scansum_offset; // opt: info for CSR5
magma_int_t csr5_num_packets; // opt: info for CSR5
magma_index_t csr5_p; // opt: info for CSR5
magma_index_t csr5_num_offsets; // opt: info for CSR5
magma_index_t csr5_tail_tile_start; // opt: info for CSR5
magma_order_t major; // opt: row/col major for dense matrices
magma_int_t ld; // opt: leading dimension for dense
} magma_z_matrix;
typedef struct magma_c_matrix
{
magma_storage_t storage_type; // matrix format - CSR, ELL, SELL-P, CSR5
magma_location_t memory_location; // CPU or DEV
magma_symmetry_t sym; // opt: indicate symmetry
magma_diagorder_t diagorder_type; // opt: only needed for factorization matrices
magma_uplo_t fill_mode; // fill mode full/lower/upper
magma_int_t num_rows; // number of rows
magma_int_t num_cols; // number of columns
magma_int_t nnz; // opt: number of nonzeros
magma_int_t max_nnz_row; // opt: max number of nonzeros in one row
magma_int_t diameter; // opt: max distance of entry from main diagonal
magma_int_t true_nnz; // opt: true nnz
magma_bool_t ownership; // does MAGMA own the arrays of this matrix structure
union
{
magmaFloatComplex *val; // array containing values in CPU case
magmaFloatComplex_ptr dval; // array containing values in DEV case
};
union
{
magmaFloatComplex *diag; // opt: diagonal entries in CPU case
magmaFloatComplex_ptr ddiag; // opt: diagonal entries in DEV case
};
union
{
magma_index_t *row; // row pointer CPU case
magmaIndex_ptr drow; // row pointer DEV case
};
union
{
magma_index_t *rowidx; // opt: array containing row indices CPU case
magmaIndex_ptr drowidx; // opt: array containing row indices DEV case
};
union
{
magma_index_t *col; // array containing col indices CPU case
magmaIndex_ptr dcol; // array containing col indices DEV case
};
union
{
magma_index_t *list; // opt: linked list pointing to next element
magmaIndex_ptr dlist; // opt: linked list pointing to next element
};
union
{
magma_uindex_t *tile_ptr; // opt: CSR5 tile pointer CPU case
magmaUIndex_ptr dtile_ptr; // opt: CSR5 tile pointer DEV case
};
union
{
magma_uindex_t *tile_desc; // opt: CSR5 tile descriptor CPU case
magmaUIndex_ptr dtile_desc; // opt: CSR5 tile descriptor DEV case
};
union
{
magma_index_t *tile_desc_offset_ptr; // opt: CSR5 tile descriptor offset pointer CPU case
magmaIndex_ptr dtile_desc_offset_ptr; // opt: CSR5 tile descriptor offset pointer DEV case
};
union
{
magma_index_t *tile_desc_offset; // opt: CSR5 tile descriptor offset CPU case
magmaIndex_ptr dtile_desc_offset; // opt: CSR5 tile descriptor offset DEV case
};
union
{
magmaFloatComplex *calibrator; // opt: CSR5 calibrator CPU case
magmaFloatComplex_ptr dcalibrator; // opt: CSR5 calibrator DEV case
};
magma_index_t *blockinfo; // opt: for BCSR format CPU case
magma_int_t blocksize; // opt: info for SELL-P/BCSR
magma_int_t numblocks; // opt: info for SELL-P/BCSR
magma_int_t alignment; // opt: info for SELL-P/BCSR
magma_int_t csr5_sigma; // opt: info for CSR5
magma_int_t csr5_bit_y_offset; // opt: info for CSR5
magma_int_t csr5_bit_scansum_offset; // opt: info for CSR5
magma_int_t csr5_num_packets; // opt: info for CSR5
magma_index_t csr5_p; // opt: info for CSR5
magma_index_t csr5_num_offsets; // opt: info for CSR5
magma_index_t csr5_tail_tile_start; // opt: info for CSR5
magma_order_t major; // opt: row/col major for dense matrices
magma_int_t ld; // opt: leading dimension for dense
} magma_c_matrix;
typedef struct magma_d_matrix
{
magma_storage_t storage_type; // matrix format - CSR, ELL, SELL-P, CSR5
magma_location_t memory_location; // CPU or DEV
magma_symmetry_t sym; // opt: indicate symmetry
magma_diagorder_t diagorder_type; // opt: only needed for factorization matrices
magma_uplo_t fill_mode; // fill mode full/lower/upper
magma_int_t num_rows; // number of rows
magma_int_t num_cols; // number of columns
magma_int_t nnz; // opt: number of nonzeros
magma_int_t max_nnz_row; // opt: max number of nonzeros in one row
magma_int_t diameter; // opt: max distance of entry from main diagonal
magma_int_t true_nnz; // opt: true nnz
magma_bool_t ownership; // does MAGMA own the arrays of this matrix structure
union
{
double *val; // array containing values in CPU case
magmaDouble_ptr dval; // array containing values in DEV case
};
union
{
double *diag; // opt: diagonal entries in CPU case
magmaDouble_ptr ddiag; // opt: diagonal entries in DEV case
};
union
{
magma_index_t *row; // row pointer CPU case
magmaIndex_ptr drow; // row pointer DEV case
};
union
{
magma_index_t *rowidx; // opt: array containing row indices CPU case
magmaIndex_ptr drowidx; // opt: array containing row indices DEV case
};
union
{
magma_index_t *col; // array containing col indices CPU case
magmaIndex_ptr dcol; // array containing col indices DEV case
};
union
{
magma_index_t *list; // opt: linked list pointing to next element
magmaIndex_ptr dlist; // opt: linked list pointing to next element
};
union
{
magma_uindex_t *tile_ptr; // opt: CSR5 tile pointer CPU case
magmaUIndex_ptr dtile_ptr; // opt: CSR5 tile pointer DEV case
};
union
{
magma_uindex_t *tile_desc; // opt: CSR5 tile descriptor CPU case
magmaUIndex_ptr dtile_desc; // opt: CSR5 tile descriptor DEV case
};
union
{
magma_index_t *tile_desc_offset_ptr; // opt: CSR5 tile descriptor offset pointer CPU case
magmaIndex_ptr dtile_desc_offset_ptr; // opt: CSR5 tile descriptor offset pointer DEV case
};
union
{
magma_index_t *tile_desc_offset; // opt: CSR5 tile descriptor offset CPU case
magmaIndex_ptr dtile_desc_offset; // opt: CSR5 tile descriptor offset DEV case
};
union
{
double *calibrator; // opt: CSR5 calibrator CPU case
magmaDouble_ptr dcalibrator; // opt: CSR5 calibrator DEV case
};
magma_index_t *blockinfo; // opt: for BCSR format CPU case
magma_int_t blocksize; // opt: info for SELL-P/BCSR
magma_int_t numblocks; // opt: info for SELL-P/BCSR
magma_int_t alignment; // opt: info for SELL-P/BCSR
magma_int_t csr5_sigma; // opt: info for CSR5
magma_int_t csr5_bit_y_offset; // opt: info for CSR5
magma_int_t csr5_bit_scansum_offset; // opt: info for CSR5
magma_int_t csr5_num_packets; // opt: info for CSR5
magma_index_t csr5_p; // opt: info for CSR5
magma_index_t csr5_num_offsets; // opt: info for CSR5
magma_index_t csr5_tail_tile_start; // opt: info for CSR5
magma_order_t major; // opt: row/col major for dense matrices
magma_int_t ld; // opt: leading dimension for dense
} magma_d_matrix;
typedef struct magma_s_matrix
{
magma_storage_t storage_type; // matrix format - CSR, ELL, SELL-P, CSR5
magma_location_t memory_location; // CPU or DEV
magma_symmetry_t sym; // opt: indicate symmetry
magma_diagorder_t diagorder_type; // opt: only needed for factorization matrices
magma_uplo_t fill_mode; // fill mode full/lower/upper
magma_int_t num_rows; // number of rows
magma_int_t num_cols; // number of columns
magma_int_t nnz; // opt: number of nonzeros
magma_int_t max_nnz_row; // opt: max number of nonzeros in one row
magma_int_t diameter; // opt: max distance of entry from main diagonal
magma_int_t true_nnz; // opt: true nnz
magma_bool_t ownership; // does MAGMA own the arrays of this matrix structure
union
{
float *val; // array containing values in CPU case
magmaFloat_ptr dval; // array containing values in DEV case
};
union
{
float *diag; // opt: diagonal entries in CPU case
magmaFloat_ptr ddiag; // opt: diagonal entries in DEV case
};
union
{
magma_index_t *row; // opt: row pointer CPU case
magmaIndex_ptr drow; // opt: row pointer DEV case
};
union
{
magma_index_t *rowidx; // opt: array containing row indices CPU case
magmaIndex_ptr drowidx; // opt: array containing row indices DEV case
};
union
{
magma_index_t *col; // opt: array containing col indices CPU case
magmaIndex_ptr dcol; // opt: array containing col indices DEV case
};
union
{
magma_index_t *list; // opt: linked list pointing to next element
magmaIndex_ptr dlist; // opt: linked list pointing to next element
};
union
{
magma_uindex_t *tile_ptr; // opt: CSR5 tile pointer CPU case
magmaUIndex_ptr dtile_ptr; // opt: CSR5 tile pointer DEV case
};
union
{
magma_uindex_t *tile_desc; // opt: CSR5 tile descriptor CPU case
magmaUIndex_ptr dtile_desc; // opt: CSR5 tile descriptor DEV case
};
union
{
magma_index_t *tile_desc_offset_ptr; // opt: CSR5 tile descriptor offset pointer CPU case
magmaIndex_ptr dtile_desc_offset_ptr; // opt: CSR5 tile descriptor offset pointer DEV case
};
union
{
magma_index_t *tile_desc_offset; // opt: CSR5 tile descriptor offset CPU case
magmaIndex_ptr dtile_desc_offset; // opt: CSR5 tile descriptor offset DEV case
};
union
{
float *calibrator; // opt: CSR5 calibrator CPU case
magmaFloat_ptr dcalibrator; // opt: CSR5 calibrator DEV case
};
magma_index_t *blockinfo; // opt: for BCSR format CPU case
magma_int_t blocksize; // opt: info for SELL-P/BCSR
magma_int_t numblocks; // opt: info for SELL-P/BCSR
magma_int_t alignment; // opt: info for SELL-P/BCSR
magma_int_t csr5_sigma; // opt: info for CSR5
magma_int_t csr5_bit_y_offset; // opt: info for CSR5
magma_int_t csr5_bit_scansum_offset; // opt: info for CSR5
magma_int_t csr5_num_packets; // opt: info for CSR5
magma_index_t csr5_p; // opt: info for CSR5
magma_index_t csr5_num_offsets; // opt: info for CSR5
magma_index_t csr5_tail_tile_start; // opt: info for CSR5
magma_order_t major; // opt: row/col major for dense matrices
magma_int_t ld; // opt: leading dimension for dense
} magma_s_matrix;
// for backwards compatability, make these aliases.
typedef magma_s_matrix magma_s_sparse_matrix;
typedef magma_d_matrix magma_d_sparse_matrix;
typedef magma_c_matrix magma_c_sparse_matrix;
typedef magma_z_matrix magma_z_sparse_matrix;
typedef magma_s_matrix magma_s_vector;
typedef magma_d_matrix magma_d_vector;
typedef magma_c_matrix magma_c_vector;
typedef magma_z_matrix magma_z_vector;
/***************** solver parameters *******************************/
typedef struct magma_z_solver_par
{
magma_solver_type solver; // solver type
magma_int_t version; // sometimes there are different versions
double atol; // absolute residual stopping criterion
double rtol; // relative residual stopping criterion
magma_int_t maxiter; // upper iteration limit
magma_int_t restart; // for GMRES
magma_ortho_t ortho; // for GMRES
magma_int_t numiter; // feedback: number of needed iterations
magma_int_t spmv_count; // feedback: number of needed SpMV - can be different to iteration count
double init_res; // feedback: initial residual
double final_res; // feedback: final residual
double iter_res; // feedback: iteratively computed residual
real_Double_t runtime; // feedback: runtime needed
real_Double_t *res_vec; // feedback: array containing residuals
real_Double_t *timing; // feedback: detailed timing
magma_int_t verbose; // print residual every 'verbose' iterations
magma_int_t num_eigenvalues; // number of EV for eigensolvers
magma_int_t ev_length; // needed for framework
double *eigenvalues; // feedback: array containing eigenvalues
magmaDoubleComplex_ptr eigenvectors; // feedback: array containing eigenvectors on DEV
magma_int_t info; // feedback: did the solver converge etc.
//---------------------------------
// the input for verbose is:
// 0 = production mode
// k>0 = convergence and timing is monitored in *res_vec and *timeing every
// k-th iteration
//
// the output of info is:
// 0 = convergence (stopping criterion met)
// -1 = no convergence
// -2 = convergence but stopping criterion not met within maxiter
//--------------------------------
} magma_z_solver_par;
typedef struct magma_c_solver_par
{
magma_solver_type solver; // solver type
magma_int_t version; // sometimes there are different versions
float atol; // absolute residual stopping criterion
float rtol; // relative residual stopping criterion
magma_int_t maxiter; // upper iteration limit
magma_int_t restart; // for GMRES
magma_ortho_t ortho; // for GMRES
magma_int_t numiter; // feedback: number of needed iterations
magma_int_t spmv_count; // feedback: number of needed SpMV - can be different to iteration count
float init_res; // feedback: initial residual
float final_res; // feedback: final residual
float iter_res; // feedback: iteratively computed residual
real_Double_t runtime; // feedback: runtime needed
real_Double_t *res_vec; // feedback: array containing residuals
real_Double_t *timing; // feedback: detailed timing
magma_int_t verbose; // print residual ever 'verbose' iterations
magma_int_t num_eigenvalues; // number of EV for eigensolvers
magma_int_t ev_length; // needed for framework
float *eigenvalues; // feedback: array containing eigenvalues
magmaFloatComplex_ptr eigenvectors; // feedback: array containing eigenvectors on DEV
magma_int_t info; // feedback: did the solver converge etc.
//---------------------------------
// the input for verbose is:
// 0 = production mode
// k>0 = convergence and timing is monitored in *res_vec and *timeing every
// k-th iteration
//
// the output of info is:
// 0 = convergence (stopping criterion met)
// -1 = no convergence
// -2 = convergence but stopping criterion not met within maxiter
//--------------------------------
} magma_c_solver_par;
typedef struct magma_d_solver_par
{
magma_solver_type solver; // solver type
magma_int_t version; // sometimes there are different versions
double atol; // absolute residual stopping criterion
double rtol; // relative residual stopping criterion
magma_int_t maxiter; // upper iteration limit
magma_int_t restart; // for GMRES
magma_ortho_t ortho; // for GMRES
magma_int_t numiter; // feedback: number of needed iterations
magma_int_t spmv_count; // feedback: number of needed SpMV - can be different to iteration count
double init_res; // feedback: initial residual
double final_res; // feedback: final residual
double iter_res; // feedback: iteratively computed residual
real_Double_t runtime; // feedback: runtime needed
real_Double_t *res_vec; // feedback: array containing residuals
real_Double_t *timing; // feedback: detailed timing
magma_int_t verbose; // print residual ever 'verbose' iterations
magma_int_t num_eigenvalues; // number of EV for eigensolvers
magma_int_t ev_length; // needed for framework
double *eigenvalues; // feedback: array containing eigenvalues
magmaDouble_ptr eigenvectors; // feedback: array containing eigenvectors on DEV
magma_int_t info; // feedback: did the solver converge etc.
//---------------------------------
// the input for verbose is:
// 0 = production mode
// k>0 = convergence and timing is monitored in *res_vec and *timeing every
// k-th iteration
//
// the output of info is:
// 0 = convergence (stopping criterion met)
// -1 = no convergence
// -2 = convergence but stopping criterion not met within maxiter
//--------------------------------
} magma_d_solver_par;
typedef struct magma_s_solver_par
{
magma_solver_type solver; // solver type
magma_int_t version; // sometimes there are different versions
float atol; // absolute residual stopping criterion
float rtol; // relative residual stopping criterion
magma_int_t maxiter; // upper iteration limit
magma_int_t restart; // for GMRES
magma_ortho_t ortho; // for GMRES
magma_int_t numiter; // feedback: number of needed iterations
magma_int_t spmv_count; // feedback: number of needed SpMV - can be different to iteration count
float init_res; // feedback: initial residual
float final_res; // feedback: final residual
float iter_res; // feedback: iteratively computed residual
real_Double_t runtime; // feedback: runtime needed
real_Double_t *res_vec; // feedback: array containing residuals
real_Double_t *timing; // feedback: detailed timing
magma_int_t verbose; // print residual ever 'verbose' iterations
magma_int_t num_eigenvalues; // number of EV for eigensolvers
magma_int_t ev_length; // needed for framework
float *eigenvalues; // feedback: array containing eigenvalues
magmaFloat_ptr eigenvectors; // feedback: array containing eigenvectors on DEV
magma_int_t info; // feedback: did the solver converge etc.
//---------------------------------
// the input for verbose is:
// 0 = production mode
// k>0 = convergence and timing is monitored in *res_vec and *timeing every
// k-th iteration
//
// the output of info is:
// 0 Success.
// -117 Not supported.
// -201 No convergence within iteration limit.
// -202 No convergence.
// -203 Operator A is not positive definite.
//--------------------------------
} magma_s_solver_par;
//************ preconditioner parameters ********************//
#if CUDA_VERSION >= 12000
#define csrsm2Info_t int
#endif
typedef struct magma_solve_info_t
{
#if CUDA_VERSION < 11031 || defined(MAGMA_HAVE_HIP)
csrsm2Info_t descr{};
#else
cusparseSpSMDescr_t descr{};
#endif
void *buffer{};
} magma_solve_info_t;
// Older CUDA: use cusparseSolveAnalysisInfo_t
#if (defined(MAGMA_HAVE_CUDA) && CUDA_VERSION < 11000)
#define magma_ilu_info_t cusparseSolveAnalysisInfo_t
// HIP and newer CUDA: use csrsm2Info_t
#else
#define magma_ilu_info_t csrsm2Info_t
#endif
typedef struct magma_z_preconditioner
{
magma_solver_type solver;
magma_solver_type trisolver;
magma_int_t levels;
magma_int_t sweeps;
magma_int_t pattern;
magma_int_t bsize;
magma_int_t offset;
magma_precision format;
double atol;
double rtol;
magma_int_t maxiter;
magma_int_t restart;
magma_int_t numiter;
magma_int_t spmv_count;
double init_res;
double final_res;
real_Double_t runtime; // feedback: preconditioner runtime needed
real_Double_t setuptime; // feedback: preconditioner setup time needed
magma_z_matrix M;
magma_z_matrix L;
magma_z_matrix LT;
magma_z_matrix U;
magma_z_matrix UT;
magma_z_matrix LD;
magma_z_matrix UD;
magma_z_matrix LDT;
magma_z_matrix UDT;
magma_index_t *Lnz;
magma_index_t *Unz;
magma_index_t **Lja;
magma_index_t **Uja;
magmaDoubleComplex **Lma;
magmaDoubleComplex **Uma;
magma_z_matrix d;
magma_z_matrix d2;
magma_z_matrix work1;
magma_z_matrix work2;
magma_int_t *int_array_1;
magma_int_t *int_array_2;
magma_index_t *L_dgraphindegree; // for sync-free trisolve
magma_index_t *L_dgraphindegree_bak; // for sync-free trisolve
magma_index_t *U_dgraphindegree; // for sync-free trisolve
magma_index_t *U_dgraphindegree_bak; // for sync-free trisolve
/* was merge conflict, assume master */
magma_ilu_info_t cuinfoILU;
magma_solve_info_t cuinfoL;
magma_solve_info_t cuinfoLT;
magma_solve_info_t cuinfoU;
magma_solve_info_t cuinfoUT;
magma_bool_t transpose; // need the transpose for the solver?
#if defined(MAGMA_HAVE_PASTIX)
pastix_data_t *pastix_data;
magma_int_t *iparm;
double *dparm;
#endif
} magma_z_preconditioner;
typedef struct magma_c_preconditioner
{
magma_solver_type solver;
magma_solver_type trisolver;
magma_int_t levels;
magma_int_t sweeps;
magma_int_t pattern;
magma_int_t bsize;
magma_int_t offset;
magma_precision format;
float atol;
float rtol;
magma_int_t maxiter;
magma_int_t restart;
magma_int_t numiter;
magma_int_t spmv_count;
float init_res;
float final_res;
real_Double_t runtime; // feedback: preconditioner runtime needed
real_Double_t setuptime; // feedback: preconditioner setup time needed
magma_c_matrix M;
magma_c_matrix L;
magma_c_matrix LT;
magma_c_matrix U;
magma_c_matrix UT;
magma_c_matrix LD;
magma_c_matrix UD;
magma_c_matrix LDT;
magma_c_matrix UDT;
magma_index_t *Lnz;
magma_index_t *Unz;
magma_index_t **Lja;
magma_index_t **Uja;
magmaFloatComplex **Lma;
magmaFloatComplex **Uma;
magma_c_matrix d;
magma_c_matrix d2;
magma_c_matrix work1;
magma_c_matrix work2;
magma_int_t *int_array_1;
magma_int_t *int_array_2;
magma_index_t *L_dgraphindegree; // for sync-free trisolve
magma_index_t *L_dgraphindegree_bak; // for sync-free trisolve
magma_index_t *U_dgraphindegree; // for sync-free trisolve
magma_index_t *U_dgraphindegree_bak; // for sync-free trisolve
magma_ilu_info_t cuinfoILU;
magma_solve_info_t cuinfoL;
magma_solve_info_t cuinfoLT;
magma_solve_info_t cuinfoU;
magma_solve_info_t cuinfoUT;
magma_bool_t transpose; // need the transpose for the solver?
#if defined(MAGMA_HAVE_PASTIX)
pastix_data_t *pastix_data;
magma_int_t *iparm;
float *dparm;
#endif
} magma_c_preconditioner;
typedef struct magma_d_preconditioner
{
magma_solver_type solver;
magma_solver_type trisolver;
magma_int_t levels;
magma_int_t sweeps;
magma_int_t pattern;
magma_int_t bsize;
magma_int_t offset;
magma_precision format;
double atol;
double rtol;
magma_int_t maxiter;
magma_int_t restart;
magma_int_t numiter;
magma_int_t spmv_count;
double init_res;
double final_res;
real_Double_t runtime; // feedback: preconditioner runtime needed
real_Double_t setuptime; // feedback: preconditioner setup time needed
magma_d_matrix M;
magma_d_matrix L;
magma_d_matrix LT;
magma_d_matrix U;
magma_d_matrix UT;
magma_d_matrix LD;
magma_d_matrix UD;
magma_d_matrix LDT;
magma_d_matrix UDT;
magma_index_t *Lnz;
magma_index_t *Unz;
magma_index_t **Lja;
magma_index_t **Uja;
double **Lma;
double **Uma;
magma_d_matrix d;
magma_d_matrix d2;
magma_d_matrix work1;
magma_d_matrix work2;
magma_int_t *int_array_1;
magma_int_t *int_array_2;
magma_index_t *L_dgraphindegree; // for sync-free trisolve
magma_index_t *L_dgraphindegree_bak; // for sync-free trisolve
magma_index_t *U_dgraphindegree; // for sync-free trisolve
magma_index_t *U_dgraphindegree_bak; // for sync-free trisolve
magma_ilu_info_t cuinfoILU;
magma_solve_info_t cuinfoL;
magma_solve_info_t cuinfoLT;
magma_solve_info_t cuinfoU;
magma_solve_info_t cuinfoUT;
magma_bool_t transpose; // need the transpose for the solver?
#if defined(MAGMA_HAVE_PASTIX)
pastix_data_t *pastix_data;
magma_int_t *iparm;
double *dparm;
#endif
} magma_d_preconditioner;
typedef struct magma_s_preconditioner
{
magma_solver_type solver;
magma_solver_type trisolver;
magma_int_t levels;
magma_int_t sweeps;
magma_int_t pattern;
magma_int_t bsize;
magma_int_t offset;
magma_precision format;
float atol;
float rtol;
magma_int_t maxiter;
magma_int_t restart;
magma_int_t numiter;
magma_int_t spmv_count;
float init_res;
float final_res;
real_Double_t runtime; // feedback: preconditioner runtime needed
real_Double_t setuptime; // feedback: preconditioner setup time needed
magma_s_matrix M;
magma_s_matrix L;
magma_s_matrix LT;
magma_s_matrix U;
magma_s_matrix UT;
magma_s_matrix LD;
magma_s_matrix UD;
magma_s_matrix LDT;
magma_s_matrix UDT;
magma_index_t *Lnz;
magma_index_t *Unz;
magma_index_t **Lja;
magma_index_t **Uja;
float **Lma;
float **Uma;
magma_s_matrix d;
magma_s_matrix d2;
magma_s_matrix work1;
magma_s_matrix work2;
magma_int_t *int_array_1;
magma_int_t *int_array_2;
magma_index_t *L_dgraphindegree; // for sync-free trisolve
magma_index_t *L_dgraphindegree_bak; // for sync-free trisolve
magma_index_t *U_dgraphindegree; // for sync-free trisolve
magma_index_t *U_dgraphindegree_bak; // for sync-free trisolve
magma_ilu_info_t cuinfoILU;
magma_solve_info_t cuinfoL;
magma_solve_info_t cuinfoLT;
magma_solve_info_t cuinfoU;
magma_solve_info_t cuinfoUT;
magma_bool_t transpose; // need the transpose for the solver?
#if defined(MAGMA_HAVE_PASTIX)
pastix_data_t *pastix_data;
magma_int_t *iparm;
float *dparm;
#endif
} magma_s_preconditioner;
//##############################################################################
//
// opts for the testers
//
//##############################################################################
typedef struct magma_zopts
{
magma_operation_t operation;
magma_location_t compute_location;
magma_z_solver_par solver_par;
magma_z_preconditioner precond_par;
magma_storage_t input_format;
magma_trans_t trans;
magma_int_t blocksize;
magma_int_t alignment;
magma_storage_t output_format;
magma_location_t input_location;
magma_location_t output_location;
magma_scale_t scaling;
} magma_zopts;
typedef struct magma_copts
{
magma_operation_t operation;
magma_location_t compute_location;
magma_c_solver_par solver_par;
magma_c_preconditioner precond_par;
magma_storage_t input_format;
magma_trans_t trans;
magma_int_t blocksize;
magma_int_t alignment;
magma_storage_t output_format;
magma_location_t input_location;
magma_location_t output_location;
magma_scale_t scaling;
} magma_copts;
typedef struct magma_dopts
{
magma_operation_t operation;
magma_location_t compute_location;
magma_d_solver_par solver_par;
magma_d_preconditioner precond_par;
magma_storage_t input_format;
magma_trans_t trans;
magma_int_t blocksize;
magma_int_t alignment;
magma_storage_t output_format;
magma_location_t input_location;
magma_location_t output_location;
magma_scale_t scaling;
} magma_dopts;
typedef struct magma_sopts
{
magma_operation_t operation;
magma_location_t compute_location;
magma_s_solver_par solver_par;
magma_s_preconditioner precond_par;
magma_storage_t input_format;
magma_trans_t trans;
magma_int_t blocksize;
magma_int_t alignment;
magma_storage_t output_format;
magma_location_t input_location;
magma_location_t output_location;
magma_scale_t scaling;
} magma_sopts;
#ifdef __cplusplus
}
#endif
#endif // #ifndef MAGMASPARSE_TYPES_H
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