/* * 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 "dw_cholesky_models.h" /* * As a convention, in that file, descr[0] is represented by A, * descr[1] is B ... */ /* * Number of flops of Gemm */ //#define USE_PERTURBATION 1 #ifdef USE_PERTURBATION #define PERTURBATE(a) ((drand48()*2.0f*(AMPL) + 1.0f - (AMPL))*(a)) #else #define PERTURBATE(a) (a) #endif static double core_chol_task_11_cost(starpu_buffer_descr *descr) { uint32_t n; n = starpu_get_blas_nx(descr[0].state); double cost = (((double)(n)*n*n)/1000.0f*0.894/0.79176); #ifdef MODEL_DEBUG printf("core_chol_task_11_cost n %d cost %e\n", n, cost); #endif return PERTURBATE(cost); } static double cuda_chol_task_11_cost(starpu_buffer_descr *descr) { uint32_t n; n = starpu_get_blas_nx(descr[0].state); double cost = (((double)(n)*n*n)/50.0f/10.75/5.088633/0.9883); #ifdef MODEL_DEBUG printf("cuda_chol_task_11_cost n %d cost %e\n", n, cost); #endif return PERTURBATE(cost); } static double core_chol_task_21_cost(starpu_buffer_descr *descr) { uint32_t n; n = starpu_get_blas_nx(descr[0].state); double cost = (((double)(n)*n*n)/7706.674/0.95/0.9965); #ifdef MODEL_DEBUG printf("core_chol_task_21_cost n %d cost %e\n", n, cost); #endif return PERTURBATE(cost); } static double cuda_chol_task_21_cost(starpu_buffer_descr *descr) { uint32_t n; n = starpu_get_blas_nx(descr[0].state); double cost = (((double)(n)*n*n)/50.0f/10.75/87.29520); #ifdef MODEL_DEBUG printf("cuda_chol_task_21_cost n %d cost %e\n", n, cost); #endif return PERTURBATE(cost); } static double core_chol_task_22_cost(starpu_buffer_descr *descr) { uint32_t n; n = starpu_get_blas_nx(descr[0].state); double cost = (((double)(n)*n*n)/50.0f/10.75/8.0760); #ifdef MODEL_DEBUG printf("core_chol_task_22_cost n %d cost %e\n", n, cost); #endif return PERTURBATE(cost); } static double cuda_chol_task_22_cost(starpu_buffer_descr *descr) { uint32_t n; n = starpu_get_blas_nx(descr[0].state); double cost = (((double)(n)*n*n)/50.0f/10.75/76.30666); #ifdef MODEL_DEBUG printf("cuda_chol_task_22_cost n %d cost %e\n", n, cost); #endif return PERTURBATE(cost); } struct starpu_perfmodel_t chol_model_11 = { .per_arch = { [STARPU_CORE_DEFAULT] = { .cost_model = core_chol_task_11_cost }, [STARPU_CUDA_DEFAULT] = { .cost_model = cuda_chol_task_11_cost } }, .type = HISTORY_BASED, .symbol = "chol_model_11" }; struct starpu_perfmodel_t chol_model_21 = { .per_arch = { [STARPU_CORE_DEFAULT] = { .cost_model = core_chol_task_21_cost }, [STARPU_CUDA_DEFAULT] = { .cost_model = cuda_chol_task_21_cost } }, .type = HISTORY_BASED, .symbol = "chol_model_21" }; struct starpu_perfmodel_t chol_model_22 = { .per_arch = { [STARPU_CORE_DEFAULT] = { .cost_model = core_chol_task_22_cost }, [STARPU_CUDA_DEFAULT] = { .cost_model = cuda_chol_task_22_cost } }, .type = HISTORY_BASED, .symbol = "chol_model_22" };