/* StarPU --- Runtime system for heterogeneous multicore architectures. * * Copyright (C) 2010-2021 Université de Bordeaux, CNRS (LaBRI UMR 5800), Inria * * 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 submit a task to StarPU * 3- how a kernel can manipulate the data (buffers[0].vector.ptr) */ #include #define NX 2048 extern void vector_scal_cpu(void *buffers[], void *_args); extern void vector_scal_cuda(void *buffers[], void *_args); extern void vector_scal_opencl(void *buffers[], void *_args); static struct starpu_codelet cl = { /* CPU implementation of the codelet */ .cpu_funcs = {vector_scal_cpu}, #ifdef STARPU_USE_CUDA /* CUDA implementation of the codelet */ .cuda_funcs = {vector_scal_cuda}, #endif #ifdef STARPU_USE_OPENCL /* OpenCL implementation of the codelet */ .opencl_funcs = {vector_scal_opencl}, #endif .nbuffers = 1, .modes = {STARPU_RW} }; #ifdef STARPU_USE_OPENCL struct starpu_opencl_program programs; #endif 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] = 1.0f; fprintf(stderr, "BEFORE : First element was %f\n", vector[0]); /* Initialize StarPU with default configuration */ int ret = starpu_init(NULL); STARPU_CHECK_RETURN_VALUE(ret, "starpu_init"); #ifdef STARPU_USE_OPENCL starpu_opencl_load_opencl_from_file("vector_scal_opencl_kernel.cl", &programs, NULL); #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; ret = starpu_task_insert(&cl, /* 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 */ STARPU_VALUE, &factor, sizeof(factor), /* the codelet manipulates one buffer in RW mode */ STARPU_RW, vector_handle, 0); STARPU_CHECK_RETURN_VALUE(ret, "starpu_task_insert"); /* Wait for tasks completion */ starpu_task_wait_for_all(); /* StarPU does not need to manipulate the array anymore so we can stop * monitoring it */ starpu_data_unregister(vector_handle); #ifdef STARPU_USE_OPENCL starpu_opencl_unload_opencl(&programs); #endif /* terminate StarPU, no task can be submitted after */ starpu_shutdown(); fprintf(stderr, "AFTER First element is %f\n", vector[0]); return 0; }