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//------------------------------------------------------------------------------
// GB_AxB__any_eq_fp32.c: matrix multiply for a single semiring
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2025, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
#include "GB_control.h"
#if defined (GxB_NO_FP32)
#define GB_TYPE_ENABLED 0
#else
#define GB_TYPE_ENABLED 1
#endif
#if GB_TYPE_ENABLED
#include "GB.h"
#include "mxm/GB_AxB_saxpy.h"
#include "assign/GB_bitmap_assign_methods.h"
#include "FactoryKernels/GB_AxB__include2.h"
// semiring operators:
#define GB_MULTADD(z,a,b,i,k,j) z = (a == b)
#define GB_MULT(z,a,b,i,k,j) z = (a == b)
#define GB_ADD(z,zin,t) z = t
#define GB_UPDATE(z,t) z = t
// identity: false
// A matrix, typecast to A2 for multiplier input
#define GB_A_TYPE float
#define GB_A2TYPE float
#define GB_DECLAREA(aik) float aik
#define GB_GETA(aik,Ax,pA,A_iso) aik = Ax [(A_iso) ? 0 : (pA)]
// B matrix, typecast to B2 for multiplier input
#define GB_B_TYPE float
#define GB_B2TYPE float
#define GB_DECLAREB(bkj) float bkj
#define GB_GETB(bkj,Bx,pB,B_iso) bkj = Bx [(B_iso) ? 0 : (pB)]
// C matrix
#define GB_C_ISO 0
#define GB_C_TYPE bool
#define GB_PUTC(cij,Cx,p) Cx [p] = cij
// special case semirings:
// monoid properties:
#define GB_Z_TYPE bool
#define GB_DECLARE_IDENTITY(z) bool z = false
#define GB_DECLARE_IDENTITY_CONST(z) const bool z = false
#define GB_Z_NBITS 8
#define GB_Z_ATOMIC_BITS 8
#define GB_Z_HAS_ATOMIC_UPDATE 1
#define GB_Z_HAS_OMP_ATOMIC_UPDATE 1
#define GB_IS_ANY_MONOID 1
#define GB_MONOID_IS_TERMINAL 1
// special case multipliers:
// disable this semiring and use the generic case if these conditions hold
#if (defined(GxB_NO_ANY) || defined(GxB_NO_EQ) || defined(GxB_NO_FP32) || defined(GxB_NO_ANY_BOOL) || defined(GxB_NO_EQ_FP32) || defined(GxB_NO_ANY_EQ_FP32))
#define GB_DISABLE 1
#else
#define GB_DISABLE 0
#endif
#include "mxm/include/GB_mxm_shared_definitions.h"
//------------------------------------------------------------------------------
// GB_Adot2B: C=A'*B, C<M>=A'*B, or C<!M>=A'*B: dot product method, C is bitmap
//------------------------------------------------------------------------------
// if A_not_transposed is true, then C=A*B is computed where A is bitmap or full
GrB_Info GB (_Adot2B__any_eq_fp32)
(
GrB_Matrix C,
const GrB_Matrix M, const bool Mask_comp, const bool Mask_struct,
const bool A_not_transposed,
const GrB_Matrix A, int64_t *restrict A_slice,
const GrB_Matrix B, int64_t *restrict B_slice,
int nthreads, int naslice, int nbslice
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "mxm/template/GB_AxB_dot2_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// GB_Adot3B: C<M>=A'*B: masked dot product, C is sparse or hyper
//------------------------------------------------------------------------------
GrB_Info GB (_Adot3B__any_eq_fp32)
(
GrB_Matrix C,
const GrB_Matrix M, const bool Mask_struct,
const GrB_Matrix A,
const GrB_Matrix B,
const GB_task_struct *restrict TaskList,
const int ntasks,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "mxm/template/GB_AxB_dot3_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// GB_AsaxbitB: C=A*B, C<M>=A*B, C<!M>=A*B: saxpy method, C is bitmap only
//------------------------------------------------------------------------------
#include "mxm/include/GB_AxB_saxpy3_template.h"
GrB_Info GB (_AsaxbitB__any_eq_fp32)
(
GrB_Matrix C,
const GrB_Matrix M,
const bool Mask_comp,
const bool Mask_struct,
const GrB_Matrix A,
const GrB_Matrix B,
const int ntasks,
const int nthreads,
const int nfine_tasks_per_vector,
const bool use_coarse_tasks,
const bool use_atomics,
const int64_t *restrict M_ek_slicing,
const int M_nthreads,
const int M_ntasks,
const int64_t *restrict A_slice,
const int64_t *restrict H_slice,
GB_void *restrict Wcx,
int8_t *restrict Wf
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int nthreads_max = GB_Context_nthreads_max ( ) ;
double chunk = GB_Context_chunk ( ) ;
#include "mxm/template/GB_AxB_saxbit_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// GB_Asaxpy3B: C=A*B, C<M>=A*B, C<!M>=A*B: saxpy method (Gustavson + Hash)
//------------------------------------------------------------------------------
GrB_Info GB (_Asaxpy3B__any_eq_fp32)
(
GrB_Matrix C, // C<any M>=A*B, C sparse or hypersparse
const GrB_Matrix M, const bool Mask_comp, const bool Mask_struct,
const bool M_in_place,
const GrB_Matrix A,
const GrB_Matrix B,
GB_saxpy3task_struct *restrict SaxpyTasks,
const int ntasks, const int nfine, const int nthreads, const int do_sort,
GB_Werk Werk
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
ASSERT (GB_IS_SPARSE (C) || GB_IS_HYPERSPARSE (C)) ;
if (M == NULL)
{
// C = A*B, no mask
return (GB (_Asaxpy3B_noM__any_eq_fp32) (C, A, B,
SaxpyTasks, ntasks, nfine, nthreads, do_sort, Werk)) ;
}
else if (!Mask_comp)
{
// C<M> = A*B
return (GB (_Asaxpy3B_M__any_eq_fp32) (C,
M, Mask_struct, M_in_place, A, B,
SaxpyTasks, ntasks, nfine, nthreads, do_sort, Werk)) ;
}
else
{
// C<!M> = A*B
return (GB (_Asaxpy3B_notM__any_eq_fp32) (C,
M, Mask_struct, M_in_place, A, B,
SaxpyTasks, ntasks, nfine, nthreads, do_sort, Werk)) ;
}
#endif
}
//------------------------------------------------------------------------------
// GB_Asaxpy3B_M: C<M>=A*B: saxpy method (Gustavson + Hash)
//------------------------------------------------------------------------------
#if ( !GB_DISABLE )
GrB_Info GB (_Asaxpy3B_M__any_eq_fp32)
(
GrB_Matrix C, // C<M>=A*B, C sparse or hypersparse
const GrB_Matrix M, const bool Mask_struct,
const bool M_in_place,
const GrB_Matrix A,
const GrB_Matrix B,
GB_saxpy3task_struct *restrict SaxpyTasks,
const int ntasks, const int nfine, const int nthreads,
const int do_sort,
GB_Werk Werk
)
{
int nthreads_max = GB_Context_nthreads_max ( ) ;
double chunk = GB_Context_chunk ( ) ;
if (GB_IS_SPARSE (A) && GB_IS_SPARSE (B))
{
// both A and B are sparse
#define GB_META16
#define GB_NO_MASK 0
#define GB_MASK_COMP 0
#define GB_A_IS_SPARSE 1
#define GB_A_IS_HYPER 0
#define GB_A_IS_BITMAP 0
#define GB_A_IS_FULL 0
#define GB_B_IS_SPARSE 1
#define GB_B_IS_HYPER 0
#define GB_B_IS_BITMAP 0
#define GB_B_IS_FULL 0
#include "mxm/include/GB_meta16_definitions.h"
#include "mxm/template/GB_AxB_saxpy3_template.c"
}
else
{
// general case
#undef GB_META16
#define GB_NO_MASK 0
#define GB_MASK_COMP 0
#include "mxm/include/GB_meta16_definitions.h"
#include "mxm/template/GB_AxB_saxpy3_template.c"
}
return (GrB_SUCCESS) ;
}
#endif
//------------------------------------------------------------------------------
// GB_Asaxpy3B_noM: C=A*B: saxpy method (Gustavson + Hash)
//------------------------------------------------------------------------------
#if ( !GB_DISABLE )
GrB_Info GB (_Asaxpy3B_noM__any_eq_fp32)
(
GrB_Matrix C, // C=A*B, C sparse or hypersparse
const GrB_Matrix A,
const GrB_Matrix B,
GB_saxpy3task_struct *restrict SaxpyTasks,
const int ntasks, const int nfine, const int nthreads,
const int do_sort,
GB_Werk Werk
)
{
int nthreads_max = GB_Context_nthreads_max ( ) ;
double chunk = GB_Context_chunk ( ) ;
if (GB_IS_SPARSE (A) && GB_IS_SPARSE (B))
{
// both A and B are sparse
#define GB_META16
#define GB_NO_MASK 1
#define GB_MASK_COMP 0
#define GB_A_IS_SPARSE 1
#define GB_A_IS_HYPER 0
#define GB_A_IS_BITMAP 0
#define GB_A_IS_FULL 0
#define GB_B_IS_SPARSE 1
#define GB_B_IS_HYPER 0
#define GB_B_IS_BITMAP 0
#define GB_B_IS_FULL 0
#include "mxm/include/GB_meta16_definitions.h"
#include "mxm/template/GB_AxB_saxpy3_template.c"
}
else
{
// general case
#undef GB_META16
#define GB_NO_MASK 1
#define GB_MASK_COMP 0
#include "mxm/include/GB_meta16_definitions.h"
#include "mxm/template/GB_AxB_saxpy3_template.c"
}
return (GrB_SUCCESS) ;
}
#endif
//------------------------------------------------------------------------------
// GB_Asaxpy3B_notM: C<!M>=A*B: saxpy method (Gustavson + Hash)
//------------------------------------------------------------------------------
#if ( !GB_DISABLE )
GrB_Info GB (_Asaxpy3B_notM__any_eq_fp32)
(
GrB_Matrix C, // C<!M>=A*B, C sparse or hypersparse
const GrB_Matrix M, const bool Mask_struct,
const bool M_in_place,
const GrB_Matrix A,
const GrB_Matrix B,
GB_saxpy3task_struct *restrict SaxpyTasks,
const int ntasks, const int nfine, const int nthreads,
const int do_sort,
GB_Werk Werk
)
{
int nthreads_max = GB_Context_nthreads_max ( ) ;
double chunk = GB_Context_chunk ( ) ;
if (GB_IS_SPARSE (A) && GB_IS_SPARSE (B))
{
// both A and B are sparse
#define GB_META16
#define GB_NO_MASK 0
#define GB_MASK_COMP 1
#define GB_A_IS_SPARSE 1
#define GB_A_IS_HYPER 0
#define GB_A_IS_BITMAP 0
#define GB_A_IS_FULL 0
#define GB_B_IS_SPARSE 1
#define GB_B_IS_HYPER 0
#define GB_B_IS_BITMAP 0
#define GB_B_IS_FULL 0
#include "mxm/include/GB_meta16_definitions.h"
#include "mxm/template/GB_AxB_saxpy3_template.c"
}
else
{
// general case
#undef GB_META16
#define GB_NO_MASK 0
#define GB_MASK_COMP 1
#include "mxm/include/GB_meta16_definitions.h"
#include "mxm/template/GB_AxB_saxpy3_template.c"
}
return (GrB_SUCCESS) ;
}
#endif
#else
GB_EMPTY_PLACEHOLDER
#endif
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