/* * mem_latency_stat.cc * * Copyright (c) 2009 by Tor M. Aamodt, Wilson W. L. Fung, Ali Bakhoda, * George L. Yuan and the * University of British Columbia * Vancouver, BC V6T 1Z4 * All Rights Reserved. * * THIS IS A LEGAL DOCUMENT BY DOWNLOADING GPGPU-SIM, YOU ARE AGREEING TO THESE * TERMS AND CONDITIONS. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNERS OR CONTRIBUTORS BE * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE * POSSIBILITY OF SUCH DAMAGE. * * NOTE: The files libcuda/cuda_runtime_api.c and src/cuda-sim/cuda-math.h * are derived from the CUDA Toolset available from http://www.nvidia.com/cuda * (property of NVIDIA). The files benchmarks/BlackScholes/ and * benchmarks/template/ are derived from the CUDA SDK available from * http://www.nvidia.com/cuda (also property of NVIDIA). The files from * src/intersim/ are derived from Booksim (a simulator provided with the * textbook "Principles and Practices of Interconnection Networks" available * from http://cva.stanford.edu/books/ppin/). As such, those files are bound by * the corresponding legal terms and conditions set forth separately (original * copyright notices are left in files from these sources and where we have * modified a file our copyright notice appears before the original copyright * notice). * * Using this version of GPGPU-Sim requires a complete installation of CUDA * which is distributed seperately by NVIDIA under separate terms and * conditions. To use this version of GPGPU-Sim with OpenCL requires a * recent version of NVIDIA's drivers which support OpenCL. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions are met: * * 1. Redistributions of source code must retain the above copyright notice, * this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright notice, * this list of conditions and the following disclaimer in the documentation * and/or other materials provided with the distribution. * * 3. Neither the name of the University of British Columbia nor the names of * its contributors may be used to endorse or promote products derived from * this software without specific prior written permission. * * 4. This version of GPGPU-SIM is distributed freely for non-commercial use only. * * 5. No nonprofit user may place any restrictions on the use of this software, * including as modified by the user, by any other authorized user. * * 6. GPGPU-SIM was developed primarily by Tor M. Aamodt, Wilson W. L. Fung, * Ali Bakhoda, George L. Yuan, at the University of British Columbia, * Vancouver, BC V6T 1Z4 */ #include "../abstract_hardware_model.h" #include "mem_latency_stat.h" #include "gpu-sim.h" #include "gpu-misc.h" #include "shader.h" #include "mem_fetch.h" #include "stat-tool.h" #include "../cuda-sim/ptx-stats.h" #include "visualizer.h" #include "dram.h" #include #include #include memory_stats_t::memory_stats_t( unsigned n_mem, unsigned n_shader, struct shader_core_config *shader_config, struct memory_config *mem_config ) { unsigned i,j; m_n_shader=n_shader; m_n_mem=n_mem; m_memory_config=mem_config; max_mrq_latency = 0; max_dq_latency = 0; max_mf_latency = 0; max_icnt2mem_latency = 0; max_icnt2sh_latency = 0; memset(mrq_lat_table, 0, sizeof(unsigned)*32); memset(dq_lat_table, 0, sizeof(unsigned)*32); memset(mf_lat_table, 0, sizeof(unsigned)*32); memset(icnt2mem_lat_table, 0, sizeof(unsigned)*24); memset(icnt2sh_lat_table, 0, sizeof(unsigned)*24); memset(mf_lat_pw_table, 0, sizeof(unsigned)*32); mf_num_lat_pw = 0; max_warps = n_shader * (shader_config->n_thread_per_shader / shader_config->warp_size+1); mf_num_lat_pw_perwarp = (unsigned *) calloc(max_warps, sizeof(unsigned int)); mf_tot_lat_pw_perwarp = (unsigned *) calloc(max_warps, sizeof(unsigned int)); mf_total_lat_perwarp = (unsigned long long int *) calloc(max_warps, sizeof(unsigned long long int)); num_mfs_perwarp = (unsigned *) calloc(max_warps, sizeof(unsigned int)); acc_mrq_length = (unsigned *) calloc(n_mem, sizeof(unsigned int)); mf_tot_lat_pw = 0; //total latency summed up per window. divide by mf_num_lat_pw to obtain average latency Per Window mf_total_lat = 0; num_mfs = 0; printf("*** Initializing Memory Statistics ***\n"); totalbankreads = (unsigned int**) calloc(n_mem, sizeof(unsigned int*)); totalbankwrites = (unsigned int**) calloc(n_mem, sizeof(unsigned int*)); totalbankaccesses = (unsigned int**) calloc(n_mem, sizeof(unsigned int*)); mf_total_lat_table = (unsigned long long int **) calloc(n_mem, sizeof(unsigned long long *)); mf_max_lat_table = (unsigned **) calloc(n_mem, sizeof(unsigned *)); bankreads = (unsigned int***) calloc(n_shader, sizeof(unsigned int**)); bankwrites = (unsigned int***) calloc(n_shader, sizeof(unsigned int**)); num_MCBs_accessed = (unsigned int*) calloc(n_mem*mem_config->gpu_mem_n_bk, sizeof(unsigned int)); if (mem_config->gpgpu_dram_sched_queue_size) { position_of_mrq_chosen = (unsigned int*) calloc(mem_config->gpgpu_dram_sched_queue_size, sizeof(unsigned int)); } else position_of_mrq_chosen = (unsigned int*) calloc(1024, sizeof(unsigned int)); for (i=0;igpu_mem_n_bk, sizeof(unsigned int)); bankwrites[i][j] = (unsigned int*) calloc(mem_config->gpu_mem_n_bk, sizeof(unsigned int)); } } for (i=0;igpu_mem_n_bk, sizeof(unsigned int)); totalbankwrites[i] = (unsigned int*) calloc(mem_config->gpu_mem_n_bk, sizeof(unsigned int)); totalbankaccesses[i] = (unsigned int*) calloc(mem_config->gpu_mem_n_bk, sizeof(unsigned int)); mf_total_lat_table[i] = (unsigned long long int*) calloc(mem_config->gpu_mem_n_bk, sizeof(unsigned long long int)); mf_max_lat_table[i] = (unsigned *) calloc(mem_config->gpu_mem_n_bk, sizeof(unsigned)); } mem_access_type_stats = (unsigned ***) malloc(NUM_MEM_ACCESS_TYPE * sizeof(unsigned **)); for (i = 0; i < NUM_MEM_ACCESS_TYPE; i++) { int j; mem_access_type_stats[i] = (unsigned **) calloc(n_mem, sizeof(unsigned*)); for (j=0; (unsigned) j< n_mem; j++) { mem_access_type_stats[i][j] = (unsigned *) calloc((mem_config->gpu_mem_n_bk+1), sizeof(unsigned*)); } } L2_write_miss=0; L2_write_hit=0; L2_read_hit=0; L2_read_miss=0; L2_cbtoL2length = (unsigned int*) calloc(n_mem, sizeof(unsigned int)); L2_cbtoL2writelength = (unsigned int*) calloc(n_mem, sizeof(unsigned int)); L2_L2tocblength = (unsigned int*) calloc(n_mem, sizeof(unsigned int)); L2_dramtoL2length = (unsigned int*) calloc(n_mem, sizeof(unsigned int)); L2_dramtoL2writelength = (unsigned int*) calloc(n_mem, sizeof(unsigned int)); L2_L2todramlength = (unsigned int*) calloc(n_mem, sizeof(unsigned int)); } void memory_stats_t::memlatstat_start(mem_fetch *mf) { mf->timestamp = gpu_sim_cycle + gpu_tot_sim_cycle; mf->timestamp2 = 0; } // recorder the total latency unsigned memory_stats_t::memlatstat_done(mem_fetch *mf, unsigned n_warp_per_shader ) { unsigned mf_latency; unsigned wid = mf->sid*n_warp_per_shader + mf->wid; assert(widtimestamp; mf_num_lat_pw++; mf_num_lat_pw_perwarp[wid]++; mf_tot_lat_pw_perwarp[wid] += mf_latency; mf_tot_lat_pw += mf_latency; if( mf->mshr && mf->mshr->has_inst() ) check_time_vector_update(mf->mshr->get_insts_uid(),MR_2SH_FQ_POP,mf_latency,mf->type); mf_lat_table[LOGB2(mf_latency)]++; shader_mem_lat_log(mf->sid, mf_latency); mf_total_lat_table[mf->chip][mf->bank] += mf_latency; if (mf_latency > max_mf_latency) max_mf_latency = mf_latency; return mf_latency; } void memory_stats_t::memlatstat_icnt2sh_push(mem_fetch *mf) { mf->timestamp2 = gpu_sim_cycle+gpu_tot_sim_cycle; } void memory_stats_t::memlatstat_read_done(mem_fetch *mf, unsigned n_warp_per_shader) { if (m_memory_config->gpgpu_memlatency_stat) { unsigned mf_latency = memlatstat_done(mf,n_warp_per_shader); if (mf_latency > mf_max_lat_table[mf->chip][mf->bank]) { mf_max_lat_table[mf->chip][mf->bank] = mf_latency; } unsigned icnt2sh_latency; icnt2sh_latency = (gpu_tot_sim_cycle+gpu_sim_cycle) - mf->timestamp2; icnt2sh_lat_table[LOGB2(icnt2sh_latency)]++; if (icnt2sh_latency > max_icnt2sh_latency) max_icnt2sh_latency = icnt2sh_latency; } } void memory_stats_t::memlatstat_dram_access(mem_fetch *mf) { unsigned dram_id = mf->chip; unsigned bank = mf->bank; if (m_memory_config->gpgpu_memlatency_stat) { if (mf->m_write) { if ( (unsigned) mf->sid < m_n_shader ) { //do not count L2_writebacks here bankwrites[mf->sid][dram_id][bank]++; shader_mem_acc_log( mf->sid, dram_id, bank, 'w'); } totalbankwrites[dram_id][bank]++; } else { bankreads[mf->sid][dram_id][bank]++; shader_mem_acc_log( mf->sid, dram_id, bank, 'r'); totalbankreads[dram_id][bank]++; } if (mf->pc != (unsigned) -1) { ptx_file_line_stats_add_dram_traffic(mf->pc, 1); } mem_access_type_stats[mf->mem_acc][dram_id][bank]++; } } void memory_stats_t::memlatstat_icnt2mem_pop(mem_fetch *mf) { if (m_memory_config->gpgpu_memlatency_stat) { unsigned icnt2mem_latency; icnt2mem_latency = (gpu_tot_sim_cycle+gpu_sim_cycle) - mf->timestamp; icnt2mem_lat_table[LOGB2(icnt2mem_latency)]++; if (icnt2mem_latency > max_icnt2mem_latency) max_icnt2mem_latency = icnt2mem_latency; } } void memory_stats_t::memlatstat_lat_pw( unsigned n_shader, unsigned n_thread_per_shader, unsigned warp_size ) { unsigned i; if (mf_num_lat_pw && m_memory_config->gpgpu_memlatency_stat) { assert(mf_tot_lat_pw); mf_total_lat = mf_tot_lat_pw; num_mfs = mf_num_lat_pw; mf_lat_pw_table[LOGB2(mf_tot_lat_pw/mf_num_lat_pw)]++; mf_tot_lat_pw = 0; mf_num_lat_pw = 0; } for (i=0;i < ((n_shader * n_thread_per_shader / warp_size)+1); i++) { assert(igpgpu_memlatency_stat) { assert(mf_tot_lat_pw_perwarp[i]); mf_total_lat_perwarp[i] += mf_tot_lat_pw_perwarp[i]; num_mfs_perwarp[i] += mf_num_lat_pw_perwarp[i]; mf_tot_lat_pw_perwarp[i] = 0; mf_num_lat_pw_perwarp[i] = 0; } } } void memory_stats_t::memlatstat_print( unsigned n_mem, unsigned gpu_mem_n_bk ) { unsigned i,j,k,l,m; unsigned max_bank_accesses, min_bank_accesses, max_chip_accesses, min_chip_accesses; if (m_memory_config->gpgpu_memlatency_stat) { printf("maxmrqlatency = %d \n", max_mrq_latency); printf("maxdqlatency = %d \n", max_dq_latency); printf("maxmflatency = %d \n", max_mf_latency); if (num_mfs) { printf("averagemflatency = %lld \n", mf_total_lat/num_mfs); } printf("max_icnt2mem_latency = %d \n", max_icnt2mem_latency); printf("max_icnt2sh_latency = %d \n", max_icnt2sh_latency); printf("mrq_lat_table:"); for (i=0; i< 32; i++) { printf("%d \t", mrq_lat_table[i]); } printf("\n"); printf("dq_lat_table:"); for (i=0; i< 32; i++) { printf("%d \t", dq_lat_table[i]); } printf("\n"); printf("mf_lat_table:"); for (i=0; i< 32; i++) { printf("%d \t", mf_lat_table[i]); } printf("\n"); printf("icnt2mem_lat_table:"); for (i=0; i< 24; i++) { printf("%d \t", icnt2mem_lat_table[i]); } printf("\n"); printf("icnt2sh_lat_table:"); for (i=0; i< 24; i++) { printf("%d \t", icnt2sh_lat_table[i]); } printf("\n"); printf("mf_lat_pw_table:"); for (i=0; i< 32; i++) { printf("%d \t", mf_lat_pw_table[i]); } printf("\n"); /*MAXIMUM CONCURRENT ACCESSES TO SAME ROW*/ printf("maximum concurrent accesses to same row:\n"); for (i=0;i max_bank_accesses) max_bank_accesses = l; k += l; m += l; printf("%9d ",l); } if (m < min_chip_accesses) min_chip_accesses = m; if (m > max_chip_accesses) max_chip_accesses = m; m = 0; printf("\n"); } printf("total accesses: %d\n", k); if (min_bank_accesses) printf("bank skew: %d/%d = %4.2f\n", max_bank_accesses, min_bank_accesses, (float)max_bank_accesses/min_bank_accesses); else printf("min_bank_accesses = 0!\n"); if (min_chip_accesses) printf("chip skew: %d/%d = %4.2f\n", max_chip_accesses, min_chip_accesses, (float)max_chip_accesses/min_chip_accesses); else printf("min_chip_accesses = 0!\n"); /*READ ACCESSES*/ k = 0; l = 0; m = 0; max_bank_accesses = 0; max_chip_accesses = 0; min_bank_accesses = 0xFFFFFFFF; min_chip_accesses = 0xFFFFFFFF; printf("number of total read accesses:\n"); for (i=0;i max_bank_accesses) max_bank_accesses = l; k += l; m += l; printf("%9d ",l); } if (m < min_chip_accesses) min_chip_accesses = m; if (m > max_chip_accesses) max_chip_accesses = m; m = 0; printf("\n"); } printf("total reads: %d\n", k); if (min_bank_accesses) printf("bank skew: %d/%d = %4.2f\n", max_bank_accesses, min_bank_accesses, (float)max_bank_accesses/min_bank_accesses); else printf("min_bank_accesses = 0!\n"); if (min_chip_accesses) printf("chip skew: %d/%d = %4.2f\n", max_chip_accesses, min_chip_accesses, (float)max_chip_accesses/min_chip_accesses); else printf("min_chip_accesses = 0!\n"); /*WRITE ACCESSES*/ k = 0; l = 0; m = 0; max_bank_accesses = 0; max_chip_accesses = 0; min_bank_accesses = 0xFFFFFFFF; min_chip_accesses = 0xFFFFFFFF; printf("number of total write accesses:\n"); for (i=0;i max_bank_accesses) max_bank_accesses = l; k += l; m += l; printf("%9d ",l); } if (m < min_chip_accesses) min_chip_accesses = m; if (m > max_chip_accesses) max_chip_accesses = m; m = 0; printf("\n"); } printf("total reads: %d\n", k); if (min_bank_accesses) printf("bank skew: %d/%d = %4.2f\n", max_bank_accesses, min_bank_accesses, (float)max_bank_accesses/min_bank_accesses); else printf("min_bank_accesses = 0!\n"); if (min_chip_accesses) printf("chip skew: %d/%d = %4.2f\n", max_chip_accesses, min_chip_accesses, (float)max_chip_accesses/min_chip_accesses); else printf("min_chip_accesses = 0!\n"); /*AVERAGE MF LATENCY PER BANK*/ printf("average mf latency per bank:\n"); for (i=0;igpgpu_memlatency_stat & GPU_MEMLATSTAT_MC) { printf("\nNumber of Memory Banks Accessed per Memory Operation per Warp (from 0):\n"); unsigned long long accum_MCBs_accessed = 0; unsigned long long tot_mem_ops_per_warp = 0; for (i=0;i<= n_mem*gpu_mem_n_bk ; i++ ) { accum_MCBs_accessed += i*num_MCBs_accessed[i]; tot_mem_ops_per_warp += num_MCBs_accessed[i]; printf("%d\t", num_MCBs_accessed[i]); } printf("\nAverage # of Memory Banks Accessed per Memory Operation per Warp=%f\n", (float)accum_MCBs_accessed/tot_mem_ops_per_warp); //printf("\nAverage Difference Between First and Last Response from Memory System per warp = "); printf("\nposition of mrq chosen\n"); if (!m_memory_config->gpgpu_dram_sched_queue_size) j = 1024; else j = m_memory_config->gpgpu_dram_sched_queue_size; k=0;l=0; for (i=0;i< j; i++ ) { printf("%d\t", position_of_mrq_chosen[i]); k += position_of_mrq_chosen[i]; l += i*position_of_mrq_chosen[i]; } printf("\n"); printf("\naverage position of mrq chosen = %f\n", (float)l/k); } }