/* StarPU --- Runtime system for heterogeneous multicore architectures. * * Copyright (C) 2009, 2010-2011 Université de Bordeaux 1 * Copyright (C) 2010, 2011, 2012, 2013 Centre National de la Recherche Scientifique * Copyright (C) 2011 Télécom-SudParis * * 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. */ /* * As a convention, in that file, buffers[0] is represented by A, * buffers[1] is B ... */ /* * Number of flops of Gemm */ #include #include #include "cholesky.h" /* #define USE_PERTURBATION 1 */ #ifdef USE_PERTURBATION #define PERTURBATE(a) ((starpu_drand48()*2.0f*(AMPL) + 1.0f - (AMPL))*(a)) #else #define PERTURBATE(a) (a) #endif double cpu_chol_task_11_cost(struct starpu_task *task, struct starpu_perfmodel_arch* arch, unsigned nimpl) { uint32_t n; n = starpu_matrix_get_nx(task->handles[0]); double cost = (((double)(n)*n*n)/1000.0f*0.894/0.79176); #ifdef STARPU_MODEL_DEBUG FPRINTF(stdout, "cpu_chol_task_11_cost n %d cost %e\n", n, cost); #endif return PERTURBATE(cost); } double cuda_chol_task_11_cost(struct starpu_task *task, struct starpu_perfmodel_arch* arch, unsigned nimpl) { uint32_t n; n = starpu_matrix_get_nx(task->handles[0]); double cost = (((double)(n)*n*n)/50.0f/10.75/5.088633/0.9883); #ifdef STARPU_MODEL_DEBUG FPRINTF(stdout, "cuda_chol_task_11_cost n %d cost %e\n", n, cost); #endif return PERTURBATE(cost); } double cpu_chol_task_21_cost(struct starpu_task *task, struct starpu_perfmodel_arch* arch, unsigned nimpl) { uint32_t n; n = starpu_matrix_get_nx(task->handles[0]); double cost = (((double)(n)*n*n)/7706.674/0.95/0.9965); #ifdef STARPU_MODEL_DEBUG FPRINTF(stdout, "cpu_chol_task_21_cost n %d cost %e\n", n, cost); #endif return PERTURBATE(cost); } double cuda_chol_task_21_cost(struct starpu_task *task, struct starpu_perfmodel_arch* arch, unsigned nimpl) { uint32_t n; n = starpu_matrix_get_nx(task->handles[0]); double cost = (((double)(n)*n*n)/50.0f/10.75/87.29520); #ifdef STARPU_MODEL_DEBUG FPRINTF(stdout, "cuda_chol_task_21_cost n %d cost %e\n", n, cost); #endif return PERTURBATE(cost); } double cpu_chol_task_22_cost(struct starpu_task *task, struct starpu_perfmodel_arch* arch, unsigned nimpl) { uint32_t n; n = starpu_matrix_get_nx(task->handles[0]); double cost = (((double)(n)*n*n)/50.0f/10.75/8.0760); #ifdef STARPU_MODEL_DEBUG FPRINTF(stdout, "cpu_chol_task_22_cost n %d cost %e\n", n, cost); #endif return PERTURBATE(cost); } double cuda_chol_task_22_cost(struct starpu_task *task, struct starpu_perfmodel_arch* arch, unsigned nimpl) { uint32_t n; n = starpu_matrix_get_nx(task->handles[0]); double cost = (((double)(n)*n*n)/50.0f/10.75/76.30666); #ifdef STARPU_MODEL_DEBUG FPRINTF(stdout, "cuda_chol_task_22_cost n %d cost %e\n", n, cost); #endif return PERTURBATE(cost); } void initialize_chol_model(struct starpu_perfmodel* model, char * symbol, double (*cpu_cost_function)(struct starpu_task *, struct starpu_perfmodel_arch*, unsigned), double (*cuda_cost_function)(struct starpu_task *, struct starpu_perfmodel_arch*, unsigned)) { model->symbol = symbol; model->type = STARPU_HISTORY_BASED; starpu_perfmodel_init(NULL, model); struct starpu_perfmodel_arch arch_cpu; arch_cpu.ndevices = 1; arch_cpu.devices = (struct starpu_perfmodel_device*)malloc(sizeof(struct starpu_perfmodel_device)); arch_cpu.devices[0].type = STARPU_CPU_WORKER; arch_cpu.devices[0].devid = 0; arch_cpu.devices[0].ncores = 1; int comb_cpu = starpu_get_arch_comb(arch_cpu.ndevices, arch_cpu.devices); if(comb_cpu == -1) comb_cpu = starpu_add_arch_comb(arch_cpu.ndevices, arch_cpu.devices); model->per_arch[comb_cpu] = (struct starpu_perfmodel_per_arch*)malloc(sizeof(struct starpu_perfmodel_per_arch)); memset(&model->per_arch[comb_cpu][0], 0, sizeof(struct starpu_perfmodel_per_arch)); // model->nimpls[comb_cpu] = 1; model->per_arch[comb_cpu][0].cost_function = cpu_cost_function; if(starpu_worker_get_count_by_type(STARPU_CUDA_WORKER) != 0) { struct starpu_perfmodel_arch arch_cuda; arch_cuda.ndevices = 1; arch_cuda.devices = (struct starpu_perfmodel_device*)malloc(sizeof(struct starpu_perfmodel_device)); arch_cuda.devices[0].type = STARPU_CUDA_WORKER; arch_cuda.devices[0].devid = 0; arch_cuda.devices[0].ncores = 1; int comb_cuda = starpu_get_arch_comb(arch_cuda.ndevices, arch_cuda.devices); if(comb_cuda == -1) comb_cuda = starpu_add_arch_comb(arch_cuda.ndevices, arch_cuda.devices); model->per_arch[comb_cuda] = (struct starpu_perfmodel_per_arch*)malloc(sizeof(struct starpu_perfmodel_per_arch)); memset(&model->per_arch[comb_cuda][0], 0, sizeof(struct starpu_perfmodel_per_arch)); // model->nimpls[comb_cuda] = 1; model->per_arch[comb_cuda][0].cost_function = cuda_cost_function; } /* model->per_arch[STARPU_CPU_WORKER][0][0][0].cost_function = cpu_cost_function; */ /* if(starpu_worker_get_count_by_type(STARPU_CUDA_WORKER) != 0) */ /* model->per_arch[STARPU_CUDA_WORKER][0][0][0].cost_function = cuda_cost_function; */ }