starpu-max/examples/lu/xlu.c

/*
 * StarPU
 * Copyright (C) INRIA 2008-2009 (see AUTHORS file)
 *
 * This program 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.
 *
 * This program 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 "xlu.h"
#include "xlu_kernels.h"

#define TAG11(k)	((starpu_tag_t)( (1ULL<<60) | (unsigned long long)(k)))
#define TAG12(k,i)	((starpu_tag_t)(((2ULL<<60) | (((unsigned long long)(k))<<32)	\
					| (unsigned long long)(i))))
#define TAG21(k,j)	((starpu_tag_t)(((3ULL<<60) | (((unsigned long long)(k))<<32)	\
					| (unsigned long long)(j))))
#define TAG22(k,i,j)	((starpu_tag_t)(((4ULL<<60) | ((unsigned long long)(k)<<32) 	\
					| ((unsigned long long)(i)<<16)	\
					| (unsigned long long)(j))))

static unsigned no_prio = 0;




/*
 *	Construct the DAG
 */

static struct starpu_task *create_task(starpu_tag_t id)
{
	struct starpu_task *task = starpu_task_create();
		task->cl_arg = NULL;

	task->use_tag = 1;
	task->tag_id = id;

	return task;
}

static struct starpu_perfmodel_t STARPU_LU(model_11) = {
	.type = STARPU_HISTORY_BASED,
#ifdef STARPU_ATLAS
	.symbol = STARPU_LU_STR(lu_model_11_atlas)
#elif defined(STARPU_GOTO)
	.symbol = STARPU_LU_STR(lu_model_11_goto)
#else
	.symbol = STARPU_LU_STR(lu_model_11)
#endif
};

static starpu_codelet cl11 = {
	.where = STARPU_CPU|STARPU_CUDA,
	.cpu_func = STARPU_LU(cpu_u11),
#ifdef STARPU_USE_CUDA
	.cuda_func = STARPU_LU(cublas_u11),
#endif
	.nbuffers = 1,
	.model = &STARPU_LU(model_11)
};

static struct starpu_task *create_task_11(starpu_data_handle dataA, unsigned k)
{
//	printf("task 11 k = %d TAG = %llx\n", k, (TAG11(k)));

	struct starpu_task *task = create_task(TAG11(k));

	task->cl = &cl11;

	/* which sub-data is manipulated ? */
	task->buffers[0].handle = starpu_get_sub_data(dataA, 2, k, k);
	task->buffers[0].mode = STARPU_RW;

	/* this is an important task */
	if (!no_prio)
		task->priority = STARPU_MAX_PRIO;

	/* enforce dependencies ... */
	if (k > 0) {
		_starpu_tag_declare_deps(TAG11(k), 1, TAG22(k-1, k, k));
	}

	return task;
}

static struct starpu_perfmodel_t STARPU_LU(model_12) = {
	.type = STARPU_HISTORY_BASED,
#ifdef STARPU_ATLAS
	.symbol = STARPU_LU_STR(lu_model_12_atlas)
#elif defined(STARPU_GOTO)
	.symbol = STARPU_LU_STR(lu_model_12_goto)
#else
	.symbol = STARPU_LU_STR(lu_model_12)
#endif
};

static starpu_codelet cl12 = {
	.where = STARPU_CPU|STARPU_CUDA,
	.cpu_func = STARPU_LU(cpu_u12),
#ifdef STARPU_USE_CUDA
	.cuda_func = STARPU_LU(cublas_u12),
#endif
	.nbuffers = 2,
	.model = &STARPU_LU(model_12)
};

static void create_task_12(starpu_data_handle dataA, unsigned k, unsigned j)
{
//	printf("task 12 k,i = %d,%d TAG = %llx\n", k,i, TAG12(k,i));

	struct starpu_task *task = create_task(TAG12(k, j));
	
	task->cl = &cl12;

	/* which sub-data is manipulated ? */
	task->buffers[0].handle = starpu_get_sub_data(dataA, 2, k, k); 
	task->buffers[0].mode = STARPU_R;
	task->buffers[1].handle = starpu_get_sub_data(dataA, 2, j, k); 
	task->buffers[1].mode = STARPU_RW;

	if (!no_prio && (j == k+1)) {
		task->priority = STARPU_MAX_PRIO;
	}

	/* enforce dependencies ... */
	if (k > 0) {
		_starpu_tag_declare_deps(TAG12(k, j), 2, TAG11(k), TAG22(k-1, k, j));
	}
	else {
		_starpu_tag_declare_deps(TAG12(k, j), 1, TAG11(k));
	}

	starpu_submit_task(task);
}

static struct starpu_perfmodel_t STARPU_LU(model_21) = {
	.type = STARPU_HISTORY_BASED,
#ifdef STARPU_ATLAS
	.symbol = STARPU_LU_STR(lu_model_21_atlas)
#elif defined(STARPU_GOTO)
	.symbol = STARPU_LU_STR(lu_model_21_goto)
#else
	.symbol = STARPU_LU_STR(lu_model_21)
#endif
};

static starpu_codelet cl21 = {
	.where = STARPU_CPU|STARPU_CUDA,
	.cpu_func = STARPU_LU(cpu_u21),
#ifdef STARPU_USE_CUDA
	.cuda_func = STARPU_LU(cublas_u21),
#endif
	.nbuffers = 2,
	.model = &STARPU_LU(model_21)
};

static void create_task_21(starpu_data_handle dataA, unsigned k, unsigned i)
{
	struct starpu_task *task = create_task(TAG21(k, i));

	task->cl = &cl21;
	
	/* which sub-data is manipulated ? */
	task->buffers[0].handle = starpu_get_sub_data(dataA, 2, k, k); 
	task->buffers[0].mode = STARPU_R;
	task->buffers[1].handle = starpu_get_sub_data(dataA, 2, k, i); 
	task->buffers[1].mode = STARPU_RW;

	if (!no_prio && (i == k+1)) {
		task->priority = STARPU_MAX_PRIO;
	}

	/* enforce dependencies ... */
	if (k > 0) {
		_starpu_tag_declare_deps(TAG21(k, i), 2, TAG11(k), TAG22(k-1, i, k));
	}
	else {
		_starpu_tag_declare_deps(TAG21(k, i), 1, TAG11(k));
	}

	starpu_submit_task(task);
}

static struct starpu_perfmodel_t STARPU_LU(model_22) = {
	.type = STARPU_HISTORY_BASED,
#ifdef STARPU_ATLAS
	.symbol = STARPU_LU_STR(lu_model_22_atlas)
#elif defined(STARPU_GOTO)
	.symbol = STARPU_LU_STR(lu_model_22_goto)
#else
	.symbol = STARPU_LU_STR(lu_model_22)
#endif
};

static starpu_codelet cl22 = {
	.where = STARPU_CPU|STARPU_CUDA,
	.cpu_func = STARPU_LU(cpu_u22),
#ifdef STARPU_USE_CUDA
	.cuda_func = STARPU_LU(cublas_u22),
#endif
	.nbuffers = 3,
	.model = &STARPU_LU(model_22)
};

static void create_task_22(starpu_data_handle dataA, unsigned k, unsigned i, unsigned j)
{
//	printf("task 22 k,i,j = %d,%d,%d TAG = %llx\n", k,i,j, TAG22(k,i,j));

	struct starpu_task *task = create_task(TAG22(k, i, j));

	task->cl = &cl22;

	/* which sub-data is manipulated ? */
	task->buffers[0].handle = starpu_get_sub_data(dataA, 2, k, i); /* produced by TAG21(k, i) */ 
	task->buffers[0].mode = STARPU_R;
	task->buffers[1].handle = starpu_get_sub_data(dataA, 2, j, k); /* produced by TAG12(k, j) */
	task->buffers[1].mode = STARPU_R;
	task->buffers[2].handle = starpu_get_sub_data(dataA, 2, j, i); /* produced by TAG22(k-1, i, j) */
	task->buffers[2].mode = STARPU_RW;

	if (!no_prio &&  (i == k + 1) && (j == k +1) ) {
		task->priority = STARPU_MAX_PRIO;
	}

	/* enforce dependencies ... */
	if (k > 0) {
		_starpu_tag_declare_deps(TAG22(k, i, j), 3, TAG22(k-1, i, j), TAG12(k, j), TAG21(k, i));
	}
	else {
		_starpu_tag_declare_deps(TAG22(k, i, j), 2, TAG12(k, j), TAG21(k, i));
	}

	starpu_submit_task(task);
}

/*
 *	code to bootstrap the factorization 
 */

static void dw_codelet_facto_v3(starpu_data_handle dataA, unsigned nblocks)
{
	struct timeval start;
	struct timeval end;

	struct starpu_task *entry_task = NULL;

	/* create all the DAG nodes */
	unsigned i,j,k;

	for (k = 0; k < nblocks; k++)
	{
		struct starpu_task *task = create_task_11(dataA, k);

		/* we defer the launch of the first task */
		if (k == 0) {
			entry_task = task;
		}
		else {
			starpu_submit_task(task);
		}
		
		for (i = k+1; i<nblocks; i++)
		{
			create_task_12(dataA, k, i);
			create_task_21(dataA, k, i);
		}

		for (i = k+1; i<nblocks; i++)
		{
			for (j = k+1; j<nblocks; j++)
			{
				create_task_22(dataA, k, i, j);
			}
		}
	}

	/* schedule the codelet */
	gettimeofday(&start, NULL);
	int ret = starpu_submit_task(entry_task);
	if (STARPU_UNLIKELY(ret == -ENODEV))
	{
		fprintf(stderr, "No worker may execute this task\n");
		exit(-1);
	}



	/* stall the application until the end of computations */
	starpu_tag_wait(TAG11(nblocks-1));

	gettimeofday(&end, NULL);

	double timing = (double)((end.tv_sec - start.tv_sec)*1000000 + (end.tv_usec - start.tv_usec));
	fprintf(stderr, "Computation took (in ms)\n");
	printf("%2.2f\n", timing/1000);

	unsigned n = starpu_get_matrix_nx(dataA);
	double flop = (2.0f*n*n*n)/3.0f;
	fprintf(stderr, "Synthetic GFlops : %2.2f\n", (flop/timing/1000.0f));
}

void STARPU_LU(lu_decomposition)(TYPE *matA, unsigned size, unsigned ld, unsigned nblocks)
{
	starpu_data_handle dataA;

	/* monitor and partition the A matrix into blocks :
	 * one block is now determined by 2 unsigned (i,j) */
	starpu_register_matrix_data(&dataA, 0, (uintptr_t)matA, ld, size, size, sizeof(TYPE));

	starpu_filter f;
		f.filter_func = starpu_vertical_block_filter_func;
		f.filter_arg = nblocks;

	starpu_filter f2;
		f2.filter_func = starpu_block_filter_func;
		f2.filter_arg = nblocks;

	starpu_map_filters(dataA, 2, &f, &f2);

	dw_codelet_facto_v3(dataA, nblocks);

	/* gather all the data */
	starpu_unpartition_data(dataA, 0);
}