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/* StarPU --- Runtime system for heterogeneous multicore architectures.
*
* Copyright (C) 2011-2013 Inria
* Copyright (C) 2009-2017 Université de Bordeaux
* Copyright (C) 2010-2013,2015 CNRS
*
* 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.
*/
/*
* This example demonstrates how to use StarPU to scale an array by a factor.
* It shows how to manipulate data with StarPU's data management library.
* 1- how to declare a piece of data to StarPU (starpu_vector_data_register)
* 2- how to describe which data are accessed by a task (task->handles[0])
* 3- how a kernel can manipulate the data (buffers[0].vector.ptr)
*/
#include <starpu.h>
#include <stdlib.h>
#include <stdio.h>
#include <math.h>
#define NX 204800
#define FPRINTF(ofile, fmt, ...) do { if (!getenv("STARPU_SSILENT")) {fprintf(ofile, fmt, ## __VA_ARGS__); }} while(0)
extern void scal_cpu_func(void *buffers[], void *_args);
extern void scal_cpu_func_icc(void *buffers[], void *_args);
extern void scal_sse_func(void *buffers[], void *_args);
extern void scal_sse_func_icc(void *buffers[], void *_args);
extern void scal_cuda_func(void *buffers[], void *_args);
extern void scal_opencl_func(void *buffers[], void *_args);
static struct starpu_perfmodel vector_scal_model =
{
.type = STARPU_HISTORY_BASED,
.symbol = "vector_scal"
};
static struct starpu_perfmodel vector_scal_energy_model =
{
.type = STARPU_HISTORY_BASED,
.symbol = "vector_scal_energy"
};
static struct starpu_codelet cl =
{
/* CPU implementation of the codelet */
.cpu_funcs =
{
scal_cpu_func
#if defined(STARPU_HAVE_ICC) && !defined(__KNC__) && !defined(__KNF__)
, scal_cpu_func_icc
#endif
#ifdef __SSE__
, scal_sse_func
#if defined(STARPU_HAVE_ICC) && !defined(__KNC__) && !defined(__KNF__)
, scal_sse_func_icc
#endif
#endif
},
.cpu_funcs_name =
{
"scal_cpu_func",
#if defined(STARPU_HAVE_ICC) && !defined(__KNC__) && !defined(__KNF__)
"scal_cpu_func_icc",
#endif
#ifdef __SSE__
"scal_sse_func",
#if defined(STARPU_HAVE_ICC) && !defined(__KNC__) && !defined(__KNF__)
"scal_sse_func_icc"
#endif
#endif
},
#ifdef STARPU_USE_CUDA
/* CUDA implementation of the codelet */
.cuda_funcs = {scal_cuda_func},
.cuda_flags = {STARPU_CUDA_ASYNC},
#endif
#ifdef STARPU_USE_OPENCL
/* OpenCL implementation of the codelet */
.opencl_funcs = {scal_opencl_func},
.opencl_flags = {STARPU_OPENCL_ASYNC},
#endif
.nbuffers = 1,
.modes = {STARPU_RW},
.model = &vector_scal_model,
.energy_model = &vector_scal_energy_model
};
#ifdef STARPU_USE_OPENCL
struct starpu_opencl_program opencl_program;
#endif
static int approximately_equal(float a, float b)
{
#ifdef STARPU_HAVE_NEARBYINTF
int ai = (int) nearbyintf(a * 1000.0);
int bi = (int) nearbyintf(b * 1000.0);
#elif defined(STARPU_HAVE_RINTF)
int ai = (int) rintf(a * 1000.0);
int bi = (int) rintf(b * 1000.0);
#else
#error "Please define either nearbyintf or rintf."
#endif
return ai == bi;
}
int main(int argc, char **argv)
{
/* We consider a vector of float that is initialized just as any of C
* data */
float vector[NX];
unsigned i;
for (i = 0; i < NX; i++)
vector[i] = (i+1.0f);
/* Initialize StarPU with default configuration */
int ret = starpu_init(NULL);
if (ret == -ENODEV) goto enodev;
FPRINTF(stderr, "[BEFORE] 1-th element : %3.2f\n", vector[1]);
FPRINTF(stderr, "[BEFORE] (NX-1)th element: %3.2f\n", vector[NX-1]);
#ifdef STARPU_USE_OPENCL
ret = starpu_opencl_load_opencl_from_file("examples/basic_examples/vector_scal_opencl_kernel.cl",
&opencl_program, NULL);
STARPU_CHECK_RETURN_VALUE(ret, "starpu_opencl_load_opencl_from_file");
#endif
/* Tell StaPU to associate the "vector" vector with the "vector_handle"
* identifier. When a task needs to access a piece of data, it should
* refer to the handle that is associated to it.
* In the case of the "vector" data interface:
* - the first argument of the registration method is a pointer to the
* handle that should describe the data
* - the second argument is the memory node where the data (ie. "vector")
* resides initially: STARPU_MAIN_RAM stands for an address in main memory, as
* opposed to an adress on a GPU for instance.
* - the third argument is the adress of the vector in RAM
* - the fourth argument is the number of elements in the vector
* - the fifth argument is the size of each element.
*/
starpu_data_handle_t vector_handle;
starpu_vector_data_register(&vector_handle, STARPU_MAIN_RAM, (uintptr_t)vector, NX, sizeof(vector[0]));
float factor = 3.14;
/* create a synchronous task: any call to starpu_task_submit will block
* until it is terminated */
struct starpu_task *task = starpu_task_create();
task->synchronous = 1;
task->cl = &cl;
/* the codelet manipulates one buffer in RW mode */
task->handles[0] = vector_handle;
/* an argument is passed to the codelet, beware that this is a
* READ-ONLY buffer and that the codelet may be given a pointer to a
* COPY of the argument */
task->cl_arg = &factor;
task->cl_arg_size = sizeof(factor);
task->name = "foo";
/* execute the task on any eligible computational ressource */
ret = starpu_task_submit(task);
STARPU_CHECK_RETURN_VALUE(ret, "starpu_task_submit");
/* StarPU does not need to manipulate the array anymore so we can stop
* monitoring it */
starpu_data_unregister(vector_handle);
#ifdef STARPU_USE_OPENCL
ret = starpu_opencl_unload_opencl(&opencl_program);
STARPU_CHECK_RETURN_VALUE(ret, "starpu_opencl_unload_opencl");
#endif
/* terminate StarPU, no task can be submitted after */
starpu_shutdown();
ret = approximately_equal(vector[1], (1+1.0f) * factor) && approximately_equal(vector[NX-1], (NX-1+1.0f) * factor);
FPRINTF(stderr, "[AFTER] 1-th element : %3.2f (should be %3.2f)\n", vector[1], (1+1.0f) * factor);
FPRINTF(stderr, "[AFTER] (NX-1)-th element: %3.2f (should be %3.2f)\n", vector[NX-1], (NX-1+1.0f) * factor);
FPRINTF(stderr, "[AFTER] Computation is%s correct\n", ret?"":" NOT");
return (ret ? EXIT_SUCCESS : EXIT_FAILURE);
enodev:
return 77;
}
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