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csr.c
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#include <stdlib.h>
#include <string.h>
#include "csr.h"
// getters for fragmented csr. work in O(nFragments)
int get_csr_a(csr* m, int index)
{
if (m->subcsr_cnt == 0)
return m->a[index];
csr* subcsr = m->subcsrs;
while (index > subcsr->nnz) {
index -= subcsr->nnz;
++subcsr;
}
return subcsr->a[index];
}
int get_csr_ia(csr* m, int index)
{
if (m->subcsr_cnt == 0)
return m->ia[index];
int global_offset = 0;
csr* subcsr = m->subcsrs;
while (index > subcsr->m) {
index -= subcsr->m;
global_offset += subcsr->nnz;
++subcsr;
}
return subcsr->ia[index] + global_offset;
}
int get_csr_ja(csr* m, int index)
{
if (m->subcsr_cnt == 0)
return m->ja[index];
csr* subcsr = m->subcsrs;
while (index > subcsr->nnz) {
index -= subcsr->nnz;
++subcsr;
}
return subcsr->ja[index];
}
// csr destructor
void free_csr(csr* m)
{
if (m->subcsr_cnt == 0) {
free(m->a);
free(m->ia);
free(m->ja);
}
int i;
for (i = 0; i < m->subcsr_cnt; ++i) {
free_csr(& m->subcsrs[i]);
}
free(m->subcsrs);
}
// destructor for args_mem_copy struct
void free_args_mem_copy(args_mem_copy* a)
{
free(a->a_ptr);
free(a->ia_ptr);
free(a->ja_ptr);
}
/**
* Takes O(nnz+m) time
*/
void matrix_mem_copy(int* a_ptr, int* ia_ptr, int* ja_ptr, csr* mx, int offset)
{
memcpy(a_ptr, mx->a, mx->nnz*sizeof(int));
// memcpy with addition ( + offset )
int *wdst = ia_ptr;
int *wsrc = mx->ia;
int i;
for(i = 0; i < mx->m; i++)
*(wdst++) = *(wsrc++) + offset;
memcpy(ja_ptr, mx->ja, mx->nnz*sizeof(int));
}
/*
* delegates call to matrix_mem_copy()
*/
void *thread_func_mem_copy(void *vptr_args)
{
args_mem_copy args = *(args_mem_copy*)vptr_args;
matrix_mem_copy(args.a_ptr, args.ia_ptr, args.ja_ptr,args.mx,args.offset);
return NULL;
}
/**
* Function, that packs a fragmented csr
*
* Takes O(nFragments) time for preprocessing
* and launches matrix_mem_copy,
* which take O(nnz+m) time, but can be executed in parallel.
*/
void pack_csr(csr* in, int n_threads, csr* out)
{
int nnz = 0;
int m = 0;
int i;
for (i = 0; i < in->subcsr_cnt; ++i)
{
csr mx = in->subcsrs[i];
nnz += mx.nnz;
m += mx.m;
}
MALLOC_IT(out->a, nnz);
MALLOC_IT(out->ia, m + 1);
MALLOC_IT(out->ja, nnz);
int out_index_iter = 0;
int out_row_iter = 0;
pthread_t* MALLOC_IT(threads, in->subcsr_cnt);
args_mem_copy* MALLOC_IT(args, in->subcsr_cnt);
for (i = 0; i < in->subcsr_cnt; ++i)
{
csr mx = in->subcsrs[i];
// try done this in parallel
args[i].a_ptr = out->a + out_index_iter;
args[i].ia_ptr = out->ia + out_row_iter;
args[i].ja_ptr = out->ja + out_index_iter;
args[i].mx = &mx;
args[i].offset = out_index_iter;
pthread_create(&threads[i], NULL, thread_func_mem_copy, &args[i]);
out_index_iter += mx.nnz;
out_row_iter += mx.m;
}
for (i = 0; i < in->subcsr_cnt; ++i)
{
pthread_join(threads[i], NULL);
}
free(threads);
free(args);
out->m = m;
out->nnz = nnz;
out->ia[m] = nnz;
return;
}