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/* StarPU --- Runtime system for heterogeneous multicore architectures.
*
* Copyright (C) 2009, 2010-2011 Université de Bordeaux 1
* Copyright (C) 2010 Mehdi Juhoor <mjuhoor@gmail.com>
* Copyright (C) 2010, 2011, 2012 Centre National de la Recherche Scientifique
*
* StarPU is free software; you can redistribute it and/or modify
* it under the terms of the GNU Lesser General Public License as published by
* the Free Software Foundation; either version 2.1 of the License, or (at
* your option) any later version.
*
* StarPU is distributed in the hope that it will be useful, but
* WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
*
* See the GNU Lesser General Public License in COPYING.LGPL for more details.
*/
#include <sys/time.h>
#include "dw_block_spmv.h"
#include "matrix_market/mm_to_bcsr.h"
#define FPRINTF(ofile, fmt, args ...) do { if (!getenv("STARPU_SSILENT")) {fprintf(ofile, fmt, ##args); }} while(0)
struct timeval start;
struct timeval end;
sem_t sem;
unsigned c = 256;
unsigned r = 256;
unsigned remainingtasks = -1;
starpu_data_handle_t sparse_matrix;
starpu_data_handle_t vector_in, vector_out;
uint32_t size;
char *inputfile;
bcsr_t *bcsr_matrix;
float *vector_in_ptr;
float *vector_out_ptr;
void create_data(void)
{
/* read the input file */
bcsr_matrix = mm_file_to_bcsr(inputfile, c, r);
/* declare the corresponding block CSR to the runtime */
starpu_bcsr_data_register(&sparse_matrix, 0, bcsr_matrix->nnz_blocks, bcsr_matrix->nrows_blocks,
(uintptr_t)bcsr_matrix->val, bcsr_matrix->colind, bcsr_matrix->rowptr,
0, bcsr_matrix->r, bcsr_matrix->c, sizeof(float));
size = c*r*starpu_bcsr_get_nnz(sparse_matrix);
/* printf("size = %d \n ", size); */
/* initiate the 2 vectors */
vector_in_ptr = malloc(size*sizeof(float));
assert(vector_in_ptr);
vector_out_ptr = malloc(size*sizeof(float));
assert(vector_out_ptr);
/* fill those */
unsigned ind;
for (ind = 0; ind < size; ind++)
{
vector_in_ptr[ind] = 2.0f;
vector_out_ptr[ind] = 0.0f;
}
starpu_vector_data_register(&vector_in, 0, (uintptr_t)vector_in_ptr, size, sizeof(float));
starpu_vector_data_register(&vector_out, 0, (uintptr_t)vector_out_ptr, size, sizeof(float));
}
void unregister_data(void)
{
starpu_data_unpartition(sparse_matrix, 0);
starpu_data_unregister(sparse_matrix);
starpu_data_unpartition(vector_in, 0);
starpu_data_unregister(vector_in);
starpu_data_unregister(vector_out);
}
void init_problem_callback(void *arg)
{
unsigned *remaining = arg;
unsigned val = STARPU_ATOMIC_ADD(remaining, -1);
/* if (val < 10)
printf("callback %d remaining \n", val); */
if ( val == 0 )
{
printf("DONE ...\n");
gettimeofday(&end, NULL);
/* starpu_data_unpartition(sparse_matrix, 0); */
starpu_data_unpartition(vector_out, 0);
sem_post(&sem);
}
}
unsigned get_bcsr_nchildren(__attribute__((unused)) struct starpu_data_filter *f, starpu_data_handle_t handle)
{
return (unsigned)starpu_bcsr_get_nnz(handle);
}
struct starpu_data_interface_ops *get_bcsr_child_ops(__attribute__((unused)) struct starpu_data_filter *f, __attribute__((unused)) unsigned child)
{
return &_starpu_interface_matrix_ops;
}
void call_filters(void)
{
struct starpu_data_filter bcsr_f;
struct starpu_data_filter vector_in_f, vector_out_f;
bcsr_f.filter_func = starpu_canonical_block_filter_bcsr;
bcsr_f.get_nchildren = get_bcsr_nchildren;
/* the children use a matrix interface ! */
bcsr_f.get_child_ops = get_bcsr_child_ops;
vector_in_f.filter_func = starpu_block_filter_func_vector;
vector_in_f.nchildren = size/c;
vector_in_f.get_nchildren = NULL;
vector_in_f.get_child_ops = NULL;
vector_out_f.filter_func = starpu_block_filter_func_vector;
vector_out_f.nchildren = size/r;
vector_out_f.get_nchildren = NULL;
vector_out_f.get_child_ops = NULL;
starpu_data_partition(sparse_matrix, &bcsr_f);
starpu_data_partition(vector_in, &vector_in_f);
starpu_data_partition(vector_out, &vector_out_f);
}
#define NSPMV 32
unsigned totaltasks;
struct starpu_codelet cl =
{
.where = STARPU_CPU|STARPU_CUDA,
.cpu_funcs = { cpu_block_spmv, NULL},
#ifdef STARPU_USE_CUDA
.cuda_funcs = {cublas_block_spmv, NULL},
#endif
.nbuffers = 3,
.modes = {STARPU_R, STARPU_R, STARPU_RW}
};
void launch_spmv_codelets(void)
{
struct starpu_task *task_tab;
uint8_t *is_entry_tab;
int ret;
/* we call one codelet per block */
unsigned nblocks = starpu_bcsr_get_nnz(sparse_matrix);
unsigned nrows = starpu_bcsr_get_nrow(sparse_matrix);
remainingtasks = NSPMV*nblocks;
totaltasks = remainingtasks;
unsigned taskid = 0;
task_tab = calloc(totaltasks, sizeof(struct starpu_task));
STARPU_ASSERT(task_tab);
is_entry_tab = calloc(totaltasks, sizeof(uint8_t));
STARPU_ASSERT(is_entry_tab);
printf("there will be %d codelets\n", remainingtasks);
uint32_t *rowptr = starpu_bcsr_get_local_rowptr(sparse_matrix);
uint32_t *colind = starpu_bcsr_get_local_colind(sparse_matrix);
gettimeofday(&start, NULL);
unsigned loop;
for (loop = 0; loop < NSPMV; loop++)
{
unsigned row;
unsigned part = 0;
for (row = 0; row < nrows; row++)
{
unsigned index;
if (rowptr[row] == rowptr[row+1])
{
continue;
}
for (index = rowptr[row]; index < rowptr[row+1]; index++, part++)
{
struct starpu_task *task = &task_tab[taskid];
starpu_task_init(task);
task->use_tag = 1;
task->tag_id = taskid;
task->callback_func = init_problem_callback;
task->callback_arg = &remainingtasks;
task->cl = &cl;
task->cl_arg = NULL;
unsigned i = colind[index];
unsigned j = row;
task->handles[0] = starpu_data_get_sub_data(sparse_matrix, 1, part);
task->handles[1] = starpu_data_get_sub_data(vector_in, 1, i);
task->handles[2] = starpu_data_get_sub_data(vector_out, 1, j);
/* all tasks in the same row are dependant so that we don't wait too much for data
* we need to wait on the previous task if we are not the first task of a row */
if (index != rowptr[row & ~0x3])
{
/* this is not the first task in the row */
starpu_tag_declare_deps((starpu_tag_t)taskid, 1, (starpu_tag_t)(taskid-1));
is_entry_tab[taskid] = 0;
}
else
{
/* this is an entry task */
is_entry_tab[taskid] = 1;
}
taskid++;
}
}
}
printf("start submitting tasks !\n");
/* submit ALL tasks now */
unsigned nchains = 0;
unsigned task;
for (task = 0; task < totaltasks; task++)
{
if (is_entry_tab[task])
{
nchains++;
}
ret = starpu_task_submit(&task_tab[task]);
STARPU_CHECK_RETURN_VALUE(ret, "starpu_task_submit");
}
printf("end of task submission (there was %d chains for %d tasks : ratio %d tasks per chain) !\n", nchains, totaltasks, totaltasks/nchains);
}
void init_problem(void)
{
/* create the sparse input matrix */
create_data();
/* create a new codelet that will perform a SpMV on it */
call_filters();
}
void print_results(void)
{
unsigned row;
for (row = 0; row < STARPU_MIN(size, 16); row++)
{
printf("%2.2f\t%2.2f\n", vector_in_ptr[row], vector_out_ptr[row]);
}
}
int main(__attribute__ ((unused)) int argc,
__attribute__ ((unused)) char **argv)
{
int ret;
if (argc < 2)
{
FPRINTF(stderr, "usage : %s filename [tile size]\n", argv[0]);
exit(-1);
}
if (argc == 3)
{
/* third argument is the tile size */
char *argptr;
r = strtol(argv[2], &argptr, 10);
c = r;
}
inputfile = argv[1];
/* start the runtime */
ret = starpu_init(NULL);
if (ret == -ENODEV)
return 77;
STARPU_CHECK_RETURN_VALUE(ret, "starpu_init");
sem_init(&sem, 0, 0U);
init_problem();
launch_spmv_codelets();
sem_wait(&sem);
sem_destroy(&sem);
unregister_data();
print_results();
double totalflop = 2.0*c*r*totaltasks;
double timing = (double)((end.tv_sec - start.tv_sec)*1000000 + (end.tv_usec - start.tv_usec));
FPRINTF(stderr, "Computation took (in ms)\n");
FPRINTF(stdout, "%2.2f\n", timing/1000);
FPRINTF(stderr, "Flop %e\n", totalflop);
FPRINTF(stderr, "GFlops : %2.2f\n", totalflop/timing/1000);
return 0;
}
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