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sample_nnie.c
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sample_nnie.c
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#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <errno.h>
#include <fcntl.h>
#include <sys/mman.h>
#include <sys/stat.h>
#include <sys/types.h>
#include <unistd.h>
#include <signal.h>
#include <pthread.h>
#include <sys/prctl.h>
#include <math.h>
// time.h include
#include <time.h>
#include "hi_common.h"
#include "hi_comm_sys.h"
#include "hi_comm_svp.h"
#include "sample_comm.h"
#include "sample_comm_svp.h"
#include "sample_comm_nnie.h"
#include "sample_nnie_main.h"
#include "sample_svp_nnie_software.h"
#include "sample_comm_ive.h"
#include "../inference/proc.h"
#include <dirent.h>
#include <sys/types.h>
/*cnn para*/
static SAMPLE_SVP_NNIE_MODEL_S s_stCnnModel = {0};
static SAMPLE_SVP_NNIE_PARAM_S s_stCnnNnieParam = {0};
static SAMPLE_SVP_NNIE_CNN_SOFTWARE_PARAM_S s_stCnnSoftwareParam = {0};
/*segment para*/
static SAMPLE_SVP_NNIE_MODEL_S s_stSegnetModel = {0};
static SAMPLE_SVP_NNIE_PARAM_S s_stSegnetNnieParam = {0};
/*fasterrcnn para*/
static SAMPLE_SVP_NNIE_MODEL_S s_stFasterRcnnModel = {0};
static SAMPLE_SVP_NNIE_PARAM_S s_stFasterRcnnNnieParam = {0};
static SAMPLE_SVP_NNIE_FASTERRCNN_SOFTWARE_PARAM_S s_stFasterRcnnSoftwareParam = {0};
static SAMPLE_SVP_NNIE_NET_TYPE_E s_enNetType;
/*rfcn para*/
static SAMPLE_SVP_NNIE_MODEL_S s_stRfcnModel = {0};
static SAMPLE_SVP_NNIE_PARAM_S s_stRfcnNnieParam = {0};
static SAMPLE_SVP_NNIE_RFCN_SOFTWARE_PARAM_S s_stRfcnSoftwareParam = {0};
static SAMPLE_IVE_SWITCH_S s_stRfcnSwitch = {HI_FALSE,HI_FALSE};
static HI_BOOL s_bNnieStopSignal = HI_FALSE;
static pthread_t s_hNnieThread = 0;
static SAMPLE_VI_CONFIG_S s_stViConfig = {0};
/*ssd para*/
static SAMPLE_SVP_NNIE_MODEL_S s_stSsdModel = {0};
static SAMPLE_SVP_NNIE_PARAM_S s_stSsdNnieParam = {0};
static SAMPLE_SVP_NNIE_SSD_SOFTWARE_PARAM_S s_stSsdSoftwareParam = {0};
/*ssd Localzier*/
static SAMPLE_SVP_NNIE_MODEL_S s_stLocModel = {0};
static SAMPLE_SVP_NNIE_PARAM_S s_stLocNnieParam = {0};
static SAMPLE_SVP_NNIE_SSD_SOFTWARE_PARAM_S s_stLocSoftwareParam = {0};
static SAMPLE_SVP_NNIE_CFG_S stLocNnieCfg = {0};
/*ssd Recognizer*/
static SAMPLE_SVP_NNIE_MODEL_S s_stRecModel = {0};
static SAMPLE_SVP_NNIE_PARAM_S s_stRecNnieParam = {0};
static SAMPLE_SVP_NNIE_SSD_SOFTWARE_PARAM_S s_stRecSoftwareParam = {0};
static SAMPLE_SVP_NNIE_CFG_S stRecNnieCfg = {0};
/*ssd Digit Model*/
static SAMPLE_SVP_NNIE_MODEL_S s_stDigModel = {0};
static SAMPLE_SVP_NNIE_PARAM_S s_stDigNnieParam = {0};
static SAMPLE_SVP_NNIE_SSD_SOFTWARE_PARAM_S s_stDigSoftwareParam = {0};
static SAMPLE_SVP_NNIE_CFG_S stDigNnieCfg = {0};
/*yolov1 para*/
static SAMPLE_SVP_NNIE_MODEL_S s_stYolov1Model = {0};
static SAMPLE_SVP_NNIE_PARAM_S s_stYolov1NnieParam = {0};
static SAMPLE_SVP_NNIE_YOLOV1_SOFTWARE_PARAM_S s_stYolov1SoftwareParam = {0};
/*yolov2 para*/
static SAMPLE_SVP_NNIE_MODEL_S s_stYolov2Model = {0};
static SAMPLE_SVP_NNIE_PARAM_S s_stYolov2NnieParam = {0};
static SAMPLE_SVP_NNIE_YOLOV2_SOFTWARE_PARAM_S s_stYolov2SoftwareParam = {0};
/*yolov3 para*/
static SAMPLE_SVP_NNIE_MODEL_S s_stYolov3Model = {0};
static SAMPLE_SVP_NNIE_PARAM_S s_stYolov3NnieParam = {0};
static SAMPLE_SVP_NNIE_YOLOV3_SOFTWARE_PARAM_S s_stYolov3SoftwareParam = {0};
/*lstm para*/
static SAMPLE_SVP_NNIE_MODEL_S s_stLstmModel = {0};
static SAMPLE_SVP_NNIE_PARAM_S s_stLstmNnieParam = {0};
/*pvanet para*/
static SAMPLE_SVP_NNIE_MODEL_S s_stPvanetModel = {0};
static SAMPLE_SVP_NNIE_PARAM_S s_stPvanetNnieParam = {0};
static SAMPLE_SVP_NNIE_FASTERRCNN_SOFTWARE_PARAM_S s_stPvanetSoftwareParam = {0};
#ifdef SAMPLE_SVP_NNIE_PERF_STAT
#define SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_CLREAR() memset(&s_stOpForwardPerfTmp,0,sizeof(s_stOpForwardPerfTmp));
#define SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_SRC_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_GET_DIFF_TIME(s_stOpForwardPerfTmp.u64SrcFlushTime)
#define SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_PRE_DST_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_GET_DIFF_TIME(s_stOpForwardPerfTmp.u64PreDstFulshTime)
#define SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_AFTER_DST_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_GET_DIFF_TIME(s_stOpForwardPerfTmp.u64AferDstFulshTime)
#define SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_OP_TIME() SAMPLE_SVP_NNIE_PERF_STAT_GET_DIFF_TIME(s_stOpForwardPerfTmp.u64OPTime)
/*YoloV1*/
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_FORWARD_SRC_FLUSH_TIME() s_stYolov1Perf.stForwardPerf.u64SrcFlushTime += s_stOpForwardPerfTmp.u64SrcFlushTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_FORWARD_PRE_DST_FLUSH_TIME() s_stYolov1Perf.stForwardPerf.u64PreDstFulshTime += s_stOpForwardPerfTmp.u64PreDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_FORWARD_AFTER_DST_FLUSH_TIME() s_stYolov1Perf.stForwardPerf.u64AferDstFulshTime += s_stOpForwardPerfTmp.u64AferDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_FORWARD_OP_TIME() s_stYolov1Perf.stForwardPerf.u64OPTime += s_stOpForwardPerfTmp.u64OPTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_GR_SRC_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stYolov1Perf.stGRPerf.u64SrcFlushTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_GR_PRE_DST_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stYolov1Perf.stGRPerf.u64PreDstFulshTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_GR_AFTER_DST_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stYolov1Perf.stGRPerf.u64AferDstFulshTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_GR_OP_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stYolov1Perf.stGRPerf.u64OPTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_PRINT() printf("Yolov1 Forward time: %llu us,GR time:%llu us,Flush time: %llu us\n",\
s_stYolov1Perf.stForwardPerf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES,s_stYolov1Perf.stGRPerf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES,\
(s_stYolov1Perf.stForwardPerf.u64SrcFlushTime + s_stYolov1Perf.stForwardPerf.u64PreDstFulshTime + s_stYolov1Perf.stForwardPerf.u64AferDstFulshTime\
+ s_stYolov1Perf.stGRPerf.u64SrcFlushTime + s_stYolov1Perf.stGRPerf.u64PreDstFulshTime + s_stYolov1Perf.stGRPerf.u64AferDstFulshTime)/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES );
/*Yolov2*/
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_FORWARD_SRC_FLUSH_TIME() s_stYolov2Perf.stForwardPerf.u64SrcFlushTime += s_stOpForwardPerfTmp.u64SrcFlushTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_FORWARD_PRE_DST_FLUSH_TIME() s_stYolov2Perf.stForwardPerf.u64PreDstFulshTime += s_stOpForwardPerfTmp.u64PreDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_FORWARD_AFTER_DST_FLUSH_TIME() s_stYolov2Perf.stForwardPerf.u64AferDstFulshTime += s_stOpForwardPerfTmp.u64AferDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_FORWARD_OP_TIME() s_stYolov2Perf.stForwardPerf.u64OPTime += s_stOpForwardPerfTmp.u64OPTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_GR_SRC_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stYolov2Perf.stGRPerf.u64SrcFlushTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_GR_PRE_DST_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stYolov2Perf.stGRPerf.u64PreDstFulshTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_GR_AFTER_DST_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stYolov2Perf.stGRPerf.u64AferDstFulshTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_GR_OP_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stYolov2Perf.stGRPerf.u64OPTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_PRINT() printf("Yolov2 Forward time: %llu us,GR time:%llu us,Flush time: %llu us\n",\
s_stYolov2Perf.stForwardPerf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES,s_stYolov2Perf.stGRPerf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES,\
(s_stYolov2Perf.stForwardPerf.u64SrcFlushTime + s_stYolov2Perf.stForwardPerf.u64PreDstFulshTime + s_stYolov2Perf.stForwardPerf.u64AferDstFulshTime\
+ s_stYolov2Perf.stGRPerf.u64SrcFlushTime + s_stYolov2Perf.stGRPerf.u64PreDstFulshTime + s_stYolov2Perf.stGRPerf.u64AferDstFulshTime)/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES );
/*SSD*/
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_FORWARD_SRC_FLUSH_TIME() s_stSsdPerf.stForwardPerf.u64SrcFlushTime += s_stOpForwardPerfTmp.u64SrcFlushTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_FORWARD_PRE_DST_FLUSH_TIME() s_stSsdPerf.stForwardPerf.u64PreDstFulshTime += s_stOpForwardPerfTmp.u64PreDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_FORWARD_AFTER_DST_FLUSH_TIME() s_stSsdPerf.stForwardPerf.u64AferDstFulshTime += s_stOpForwardPerfTmp.u64AferDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_FORWARD_OP_TIME() s_stSsdPerf.stForwardPerf.u64OPTime += s_stOpForwardPerfTmp.u64OPTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_GR_SRC_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stSsdPerf.stGRPerf.u64SrcFlushTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_GR_PRE_DST_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stSsdPerf.stGRPerf.u64PreDstFulshTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_GR_AFTER_DST_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stSsdPerf.stGRPerf.u64AferDstFulshTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_GR_OP_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stSsdPerf.stGRPerf.u64OPTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_PRINT() printf("SSD Forward time: %llu us,GR time:%llu us,Flush time: %llu us\n",\
s_stSsdPerf.stForwardPerf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES,s_stSsdPerf.stGRPerf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES,\
(s_stSsdPerf.stForwardPerf.u64SrcFlushTime + s_stSsdPerf.stForwardPerf.u64PreDstFulshTime + s_stSsdPerf.stForwardPerf.u64AferDstFulshTime\
+ s_stSsdPerf.stGRPerf.u64SrcFlushTime + s_stSsdPerf.stGRPerf.u64PreDstFulshTime + s_stSsdPerf.stGRPerf.u64AferDstFulshTime)/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES );
/*Pvanet*/
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_FORWARD_SRC_FLUSH_TIME() s_stPvanetPerf.stForwardPerf.u64SrcFlushTime += s_stOpForwardPerfTmp.u64SrcFlushTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_FORWARD_PRE_DST_FLUSH_TIME() s_stPvanetPerf.stForwardPerf.u64PreDstFulshTime += s_stOpForwardPerfTmp.u64PreDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_FORWARD_AFTER_DST_FLUSH_TIME() s_stPvanetPerf.stForwardPerf.u64AferDstFulshTime += s_stOpForwardPerfTmp.u64AferDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_FORWARD_OP_TIME() s_stPvanetPerf.stForwardPerf.u64OPTime += s_stOpForwardPerfTmp.u64OPTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_RPN_SRC_FLUSH_TIME() s_stPvanetPerf.stRpnPerf.u64SrcFlushTime += g_stOpRpnPerfTmp.u64SrcFlushTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_RPN_PRE_DST_FLUSH_TIME() s_stPvanetPerf.stRpnPerf.u64PreDstFulshTime += g_stOpRpnPerfTmp.u64PreDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_RPN_AFTER_DST_FLUSH_TIME() s_stPvanetPerf.stRpnPerf.u64AferDstFulshTime += g_stOpRpnPerfTmp.u64AferDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_RPN_OP_TIME() s_stPvanetPerf.stRpnPerf.u64OPTime += g_stOpRpnPerfTmp.u64OPTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_ROIPOOLING_SRC_FLUSH_TIME() s_stPvanetPerf.stRoiPoolingPerf.u64SrcFlushTime += s_stOpForwardPerfTmp.u64SrcFlushTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_ROIPOOLING_PRE_DST_FLUSH_TIME() s_stPvanetPerf.stRoiPoolingPerf.u64PreDstFulshTime += s_stOpForwardPerfTmp.u64PreDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_ROIPOOLING_AFTER_DST_FLUSH_TIME() s_stPvanetPerf.stRoiPoolingPerf.u64AferDstFulshTime += s_stOpForwardPerfTmp.u64AferDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_ROIPOOLING_OP_TIME() s_stPvanetPerf.stRoiPoolingPerf.u64OPTime += s_stOpForwardPerfTmp.u64OPTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_GR_SRC_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stPvanetPerf.stGRPerf.u64SrcFlushTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_GR_PRE_DST_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stPvanetPerf.stGRPerf.u64PreDstFulshTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_GR_AFTER_DST_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stPvanetPerf.stGRPerf.u64AferDstFulshTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_GR_OP_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stPvanetPerf.stGRPerf.u64OPTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_PRINT() printf("Pvanet Forward time: %llu us,Rpn time:%llu us,RoiPooling time:%llu us,GR time:%llu us,Flush time: %llu us\n",\
s_stPvanetPerf.stForwardPerf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES,s_stPvanetPerf.stRpnPerf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES,\
s_stPvanetPerf.stRoiPoolingPerf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES, s_stPvanetPerf.stGRPerf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES,\
(s_stPvanetPerf.stForwardPerf.u64SrcFlushTime + s_stPvanetPerf.stForwardPerf.u64PreDstFulshTime + s_stPvanetPerf.stForwardPerf.u64AferDstFulshTime\
+ s_stPvanetPerf.stRpnPerf.u64SrcFlushTime + s_stPvanetPerf.stRpnPerf.u64PreDstFulshTime + s_stPvanetPerf.stRpnPerf.u64AferDstFulshTime\
+ s_stPvanetPerf.stRoiPoolingPerf.u64SrcFlushTime + s_stPvanetPerf.stRoiPoolingPerf.u64PreDstFulshTime + s_stPvanetPerf.stRoiPoolingPerf.u64AferDstFulshTime\
+ s_stPvanetPerf.stGRPerf.u64SrcFlushTime + s_stPvanetPerf.stGRPerf.u64PreDstFulshTime + s_stPvanetPerf.stGRPerf.u64AferDstFulshTime)/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES );
/*RFCN*/
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_FORWARD_SRC_FLUSH_TIME() s_stRfcnPerf.stForwardPerf.u64SrcFlushTime += s_stOpForwardPerfTmp.u64SrcFlushTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_FORWARD_PRE_DST_FLUSH_TIME() s_stRfcnPerf.stForwardPerf.u64PreDstFulshTime += s_stOpForwardPerfTmp.u64PreDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_FORWARD_AFTER_DST_FLUSH_TIME() s_stRfcnPerf.stForwardPerf.u64AferDstFulshTime += s_stOpForwardPerfTmp.u64AferDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_FORWARD_OP_TIME() s_stRfcnPerf.stForwardPerf.u64OPTime += s_stOpForwardPerfTmp.u64OPTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_RPN_SRC_FLUSH_TIME() s_stRfcnPerf.stRpnPerf.u64SrcFlushTime += g_stOpRpnPerfTmp.u64SrcFlushTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_RPN_PRE_DST_FLUSH_TIME() s_stRfcnPerf.stRpnPerf.u64PreDstFulshTime += g_stOpRpnPerfTmp.u64PreDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_RPN_AFTER_DST_FLUSH_TIME() s_stRfcnPerf.stRpnPerf.u64AferDstFulshTime += g_stOpRpnPerfTmp.u64AferDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_RPN_OP_TIME() s_stRfcnPerf.stRpnPerf.u64OPTime += g_stOpRpnPerfTmp.u64OPTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING1_SRC_FLUSH_TIME() s_stRfcnPerf.stPsRoiPooling1Perf.u64SrcFlushTime += s_stOpForwardPerfTmp.u64SrcFlushTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING1_PRE_DST_FLUSH_TIME() s_stRfcnPerf.stPsRoiPooling1Perf.u64PreDstFulshTime += s_stOpForwardPerfTmp.u64PreDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING1_AFTER_DST_FLUSH_TIME() s_stRfcnPerf.stPsRoiPooling1Perf.u64AferDstFulshTime += s_stOpForwardPerfTmp.u64AferDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING1_OP_TIME() s_stRfcnPerf.stPsRoiPooling1Perf.u64OPTime += s_stOpForwardPerfTmp.u64OPTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING2_SRC_FLUSH_TIME() s_stRfcnPerf.stPsRoiPooling2Perf.u64SrcFlushTime += s_stOpForwardPerfTmp.u64SrcFlushTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING2_PRE_DST_FLUSH_TIME() s_stRfcnPerf.stPsRoiPooling2Perf.u64PreDstFulshTime += s_stOpForwardPerfTmp.u64PreDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING2_AFTER_DST_FLUSH_TIME() s_stRfcnPerf.stPsRoiPooling2Perf.u64AferDstFulshTime += s_stOpForwardPerfTmp.u64AferDstFulshTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING2_OP_TIME() s_stRfcnPerf.stPsRoiPooling2Perf.u64OPTime += s_stOpForwardPerfTmp.u64OPTime;
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_GR_SRC_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stRfcnPerf.stGRPerf.u64SrcFlushTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_GR_PRE_DST_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stRfcnPerf.stGRPerf.u64PreDstFulshTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_GR_AFTER_DST_FLUSH_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stRfcnPerf.stGRPerf.u64AferDstFulshTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_GR_OP_TIME() SAMPLE_SVP_NNIE_PERF_STAT_ADD_DIFF_TIME(s_stRfcnPerf.stGRPerf.u64OPTime);
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PRINT_VITOVO() printf("Rfcn_ViToVo Forward time: %llu us,Rpn time:%llu us,PsRoiPooling1 time:%llu us,PsRoiPooling2 time:%llu us,GR time:%llu us,Flush time: %llu us\n",\
s_stRfcnPerf.stForwardPerf.u64OPTime,s_stRfcnPerf.stRpnPerf.u64OPTime,\
s_stRfcnPerf.stPsRoiPooling1Perf.u64OPTime, s_stRfcnPerf.stPsRoiPooling2Perf.u64OPTime,s_stRfcnPerf.stGRPerf.u64OPTime,\
(s_stRfcnPerf.stForwardPerf.u64SrcFlushTime + s_stRfcnPerf.stForwardPerf.u64PreDstFulshTime + s_stRfcnPerf.stForwardPerf.u64AferDstFulshTime\
+ s_stRfcnPerf.stRpnPerf.u64SrcFlushTime + s_stRfcnPerf.stRpnPerf.u64PreDstFulshTime + s_stRfcnPerf.stRpnPerf.u64AferDstFulshTime\
+ s_stRfcnPerf.stPsRoiPooling1Perf.u64SrcFlushTime + s_stRfcnPerf.stPsRoiPooling1Perf.u64PreDstFulshTime + s_stRfcnPerf.stPsRoiPooling1Perf.u64AferDstFulshTime\
+ s_stRfcnPerf.stPsRoiPooling2Perf.u64SrcFlushTime + s_stRfcnPerf.stPsRoiPooling2Perf.u64PreDstFulshTime + s_stRfcnPerf.stPsRoiPooling2Perf.u64AferDstFulshTime\
+ s_stRfcnPerf.stGRPerf.u64SrcFlushTime + s_stRfcnPerf.stGRPerf.u64PreDstFulshTime + s_stRfcnPerf.stGRPerf.u64AferDstFulshTime));
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PRINT_FILE() printf("Rfcn_File Forward time: %llu us,Rpn time:%llu us,PsRoiPooling1 time:%llu us,PsRoiPooling2 time:%llu us,GR time:%llu us,Flush time: %llu us\n",\
s_stRfcnPerf.stForwardPerf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES,s_stRfcnPerf.stRpnPerf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES,\
s_stRfcnPerf.stPsRoiPooling1Perf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES,s_stRfcnPerf.stPsRoiPooling2Perf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES,\
s_stRfcnPerf.stGRPerf.u64OPTime/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES,\
(s_stRfcnPerf.stForwardPerf.u64SrcFlushTime + s_stRfcnPerf.stForwardPerf.u64PreDstFulshTime + s_stRfcnPerf.stForwardPerf.u64AferDstFulshTime\
+ s_stRfcnPerf.stRpnPerf.u64SrcFlushTime + s_stRfcnPerf.stRpnPerf.u64PreDstFulshTime + s_stRfcnPerf.stRpnPerf.u64AferDstFulshTime\
+ s_stRfcnPerf.stPsRoiPooling1Perf.u64SrcFlushTime + s_stRfcnPerf.stPsRoiPooling1Perf.u64PreDstFulshTime + s_stRfcnPerf.stPsRoiPooling1Perf.u64AferDstFulshTime\
+ s_stRfcnPerf.stPsRoiPooling2Perf.u64SrcFlushTime + s_stRfcnPerf.stPsRoiPooling2Perf.u64PreDstFulshTime + s_stRfcnPerf.stPsRoiPooling2Perf.u64AferDstFulshTime\
+ s_stRfcnPerf.stGRPerf.u64SrcFlushTime + s_stRfcnPerf.stGRPerf.u64PreDstFulshTime + s_stRfcnPerf.stGRPerf.u64AferDstFulshTime)/SAMPLE_SVP_NNIE_PERF_STAT_LOOP_TIMES);
static SAMPLE_SVP_NNIE_YOLO_PERF_STAT_S s_stYolov1Perf = {0};
static SAMPLE_SVP_NNIE_YOLO_PERF_STAT_S s_stYolov2Perf = {0};
static SAMPLE_SVP_NNIE_SSD_PERF_STAT_S s_stSsdPerf = {0};
static SAMPLE_SVP_NNIE_PVANET_PERF_STAT_S s_stPvanetPerf = {0};
static SAMPLE_SVP_NNIE_RFCN_PERF_STAT_S s_stRfcnPerf = {0};
static SAMPLE_SVP_NNIE_OP_PERF_STAT_S s_stOpForwardPerfTmp = {0};
extern SAMPLE_SVP_NNIE_OP_PERF_STAT_S g_stOpRpnPerfTmp;
#else
#define SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_CLREAR()
#define SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_FORWARD_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_FORWARD_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_FORWARD_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_FORWARD_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_GR_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_GR_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_GR_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_GR_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV1_PRINT()
/*Yolov2*/
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_FORWARD_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_FORWARD_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_FORWARD_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_FORWARD_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_GR_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_GR_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_GR_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_GR_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_YOLOV2_PRINT()
/*SSD*/
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_FORWARD_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_FORWARD_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_FORWARD_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_FORWARD_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_GR_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_GR_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_GR_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_GR_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_SSD_PRINT()
/*Pvanet*/
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_FORWARD_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_FORWARD_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_FORWARD_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_FORWARD_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_RPN_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_RPN_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_RPN_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_RPN_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_ROIPOOLING_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_ROIPOOLING_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_ROIPOOLING_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_ROIPOOLING_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_GR_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_GR_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_GR_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_GR_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_PVANET_PRINT()
/*RFCN*/
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_FORWARD_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_FORWARD_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_FORWARD_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_FORWARD_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_RPN_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_RPN_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_RPN_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_RPN_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING1_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING1_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING1_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING1_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING2_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING2_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING2_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PSROIPOOLING2_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_GR_SRC_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_GR_PRE_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_GR_AFTER_DST_FLUSH_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_GR_OP_TIME()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PRINT_VITOVO()
#define SAMPLE_SVP_NNIE_PERF_STAT_RFCN_PRINT_FILE()
#endif
/******************************************************************************
* function : NNIE Forward
******************************************************************************/
static HI_S32 SAMPLE_SVP_NNIE_Forward(SAMPLE_SVP_NNIE_PARAM_S *pstNnieParam,
SAMPLE_SVP_NNIE_INPUT_DATA_INDEX_S* pstInputDataIdx,
SAMPLE_SVP_NNIE_PROCESS_SEG_INDEX_S* pstProcSegIdx,HI_BOOL bInstant)
{
HI_S32 s32Ret = HI_SUCCESS;
HI_U32 i = 0, j = 0;
HI_BOOL bFinish = HI_FALSE;
SVP_NNIE_HANDLE hSvpNnieHandle = 0;
HI_U32 u32TotalStepNum = 0;
SAMPLE_SVP_NIE_PERF_STAT_DEF_VAR()
SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_CLREAR()
SAMPLE_COMM_SVP_FlushCache(pstNnieParam->astForwardCtrl[pstProcSegIdx->u32SegIdx].stTskBuf.u64PhyAddr,
SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_VOID,pstNnieParam->astForwardCtrl[pstProcSegIdx->u32SegIdx].stTskBuf.u64VirAddr),
pstNnieParam->astForwardCtrl[pstProcSegIdx->u32SegIdx].stTskBuf.u32Size);
SAMPLE_SVP_NNIE_PERF_STAT_BEGIN()
for(i = 0; i < pstNnieParam->astForwardCtrl[pstProcSegIdx->u32SegIdx].u32DstNum; i++)
{
if(SVP_BLOB_TYPE_SEQ_S32 == pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].enType)
{
for(j = 0; j < pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Num; j++)
{
u32TotalStepNum += *(SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_U32,pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].unShape.stSeq.u64VirAddrStep)+j);
}
SAMPLE_COMM_SVP_FlushCache(pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64PhyAddr,
SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_VOID,pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64VirAddr),
u32TotalStepNum*pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Stride);
}
else
{
SAMPLE_COMM_SVP_FlushCache(pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64PhyAddr,
SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_VOID,pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64VirAddr),
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Num*
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].unShape.stWhc.u32Chn*
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].unShape.stWhc.u32Height*
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Stride);
}
}
SAMPLE_SVP_NNIE_PERF_STAT_END()
SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_PRE_DST_FLUSH_TIME()
/*set input blob according to node name*/
if(pstInputDataIdx->u32SegIdx != pstProcSegIdx->u32SegIdx)
{
for(i = 0; i < pstNnieParam->pstModel->astSeg[pstProcSegIdx->u32SegIdx].u16SrcNum; i++)
{
for(j = 0; j < pstNnieParam->pstModel->astSeg[pstInputDataIdx->u32SegIdx].u16DstNum; j++)
{
if(0 == strncmp(pstNnieParam->pstModel->astSeg[pstInputDataIdx->u32SegIdx].astDstNode[j].szName,
pstNnieParam->pstModel->astSeg[pstProcSegIdx->u32SegIdx].astSrcNode[i].szName,
SVP_NNIE_NODE_NAME_LEN))
{
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astSrc[i] =
pstNnieParam->astSegData[pstInputDataIdx->u32SegIdx].astDst[j];
break;
}
}
SAMPLE_SVP_CHECK_EXPR_RET((j == pstNnieParam->pstModel->astSeg[pstInputDataIdx->u32SegIdx].u16DstNum),
HI_FAILURE,SAMPLE_SVP_ERR_LEVEL_ERROR,"Error,can't find %d-th seg's %d-th src blob!\n",
pstProcSegIdx->u32SegIdx,i);
}
}
/*NNIE_Forward*/
SAMPLE_SVP_NNIE_PERF_STAT_BEGIN()
s32Ret = HI_MPI_SVP_NNIE_Forward(&hSvpNnieHandle,
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astSrc,
pstNnieParam->pstModel, pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst,
&pstNnieParam->astForwardCtrl[pstProcSegIdx->u32SegIdx], bInstant);
SAMPLE_SVP_CHECK_EXPR_RET(HI_SUCCESS != s32Ret,s32Ret,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,HI_MPI_SVP_NNIE_Forward failed!\n");
if(bInstant)
{
/*Wait NNIE finish*/
while(HI_ERR_SVP_NNIE_QUERY_TIMEOUT == (s32Ret = HI_MPI_SVP_NNIE_Query(pstNnieParam->astForwardCtrl[pstProcSegIdx->u32SegIdx].enNnieId,
hSvpNnieHandle, &bFinish, HI_TRUE)))
{
usleep(100);
SAMPLE_SVP_TRACE(SAMPLE_SVP_ERR_LEVEL_INFO,
"HI_MPI_SVP_NNIE_Query Query timeout!\n");
}
}
SAMPLE_SVP_NNIE_PERF_STAT_END()
SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_OP_TIME()
u32TotalStepNum = 0;
SAMPLE_SVP_NNIE_PERF_STAT_BEGIN()
for(i = 0; i < pstNnieParam->astForwardCtrl[pstProcSegIdx->u32SegIdx].u32DstNum; i++)
{
if(SVP_BLOB_TYPE_SEQ_S32 == pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].enType)
{
for(j = 0; j < pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Num; j++)
{
u32TotalStepNum += *(SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_U32,pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].unShape.stSeq.u64VirAddrStep)+j);
}
SAMPLE_COMM_SVP_FlushCache(pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64PhyAddr,
SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_VOID,pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64VirAddr),
u32TotalStepNum*pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Stride);
}
else
{
SAMPLE_COMM_SVP_FlushCache(pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64PhyAddr,
SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_VOID,pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64VirAddr),
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Num*
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].unShape.stWhc.u32Chn*
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].unShape.stWhc.u32Height*
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Stride);
}
}
SAMPLE_SVP_NNIE_PERF_STAT_END()
SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_AFTER_DST_FLUSH_TIME()
return s32Ret;
}
/******************************************************************************
* function : NNIE ForwardWithBbox
******************************************************************************/
static HI_S32 SAMPLE_SVP_NNIE_ForwardWithBbox(SAMPLE_SVP_NNIE_PARAM_S *pstNnieParam,
SAMPLE_SVP_NNIE_INPUT_DATA_INDEX_S* pstInputDataIdx,SVP_SRC_BLOB_S astBbox[],
SAMPLE_SVP_NNIE_PROCESS_SEG_INDEX_S* pstProcSegIdx,HI_BOOL bInstant)
{
HI_S32 s32Ret = HI_SUCCESS;
HI_BOOL bFinish = HI_FALSE;
SVP_NNIE_HANDLE hSvpNnieHandle = 0;
HI_U32 u32TotalStepNum = 0;
HI_U32 i, j;
SAMPLE_SVP_NIE_PERF_STAT_DEF_VAR()
SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_CLREAR()
SAMPLE_COMM_SVP_FlushCache(pstNnieParam->astForwardWithBboxCtrl[pstProcSegIdx->u32SegIdx].stTskBuf.u64PhyAddr,
SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_VOID,pstNnieParam->astForwardWithBboxCtrl[pstProcSegIdx->u32SegIdx].stTskBuf.u64VirAddr),
pstNnieParam->astForwardWithBboxCtrl[pstProcSegIdx->u32SegIdx].stTskBuf.u32Size);
SAMPLE_SVP_NNIE_PERF_STAT_BEGIN()
for(i = 0; i < pstNnieParam->astForwardWithBboxCtrl[pstProcSegIdx->u32SegIdx].u32DstNum; i++)
{
if(SVP_BLOB_TYPE_SEQ_S32 == pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].enType)
{
for(j = 0; j < pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Num; j++)
{
u32TotalStepNum += *(SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_U32,pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].unShape.stSeq.u64VirAddrStep)+j);
}
SAMPLE_COMM_SVP_FlushCache(pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64PhyAddr,
SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_VOID,pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64VirAddr),
u32TotalStepNum*pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Stride);
}
else
{
SAMPLE_COMM_SVP_FlushCache(pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64PhyAddr,
SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_VOID,pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64VirAddr),
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Num*
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].unShape.stWhc.u32Chn*
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].unShape.stWhc.u32Height*
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Stride);
}
}
SAMPLE_SVP_NNIE_PERF_STAT_END()
SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_PRE_DST_FLUSH_TIME()
/*set input blob according to node name*/
if(pstInputDataIdx->u32SegIdx != pstProcSegIdx->u32SegIdx)
{
for(i = 0; i < pstNnieParam->pstModel->astSeg[pstProcSegIdx->u32SegIdx].u16SrcNum; i++)
{
for(j = 0; j < pstNnieParam->pstModel->astSeg[pstInputDataIdx->u32SegIdx].u16DstNum; j++)
{
if(0 == strncmp(pstNnieParam->pstModel->astSeg[pstInputDataIdx->u32SegIdx].astDstNode[j].szName,
pstNnieParam->pstModel->astSeg[pstProcSegIdx->u32SegIdx].astSrcNode[i].szName,
SVP_NNIE_NODE_NAME_LEN))
{
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astSrc[i] =
pstNnieParam->astSegData[pstInputDataIdx->u32SegIdx].astDst[j];
break;
}
}
SAMPLE_SVP_CHECK_EXPR_RET((j == pstNnieParam->pstModel->astSeg[pstInputDataIdx->u32SegIdx].u16DstNum),
HI_FAILURE,SAMPLE_SVP_ERR_LEVEL_ERROR,"Error,can't find %d-th seg's %d-th src blob!\n",
pstProcSegIdx->u32SegIdx,i);
}
}
/*NNIE_ForwardWithBbox*/
SAMPLE_SVP_NNIE_PERF_STAT_BEGIN()
s32Ret = HI_MPI_SVP_NNIE_ForwardWithBbox(&hSvpNnieHandle,
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astSrc,astBbox,
pstNnieParam->pstModel, pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst,
&pstNnieParam->astForwardWithBboxCtrl[pstProcSegIdx->u32SegIdx], bInstant);
SAMPLE_SVP_CHECK_EXPR_RET(HI_SUCCESS != s32Ret,s32Ret,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,HI_MPI_SVP_NNIE_ForwardWithBbox failed!\n");
if(bInstant)
{
/*Wait NNIE finish*/
while(HI_ERR_SVP_NNIE_QUERY_TIMEOUT == (s32Ret = HI_MPI_SVP_NNIE_Query(pstNnieParam->astForwardWithBboxCtrl[pstProcSegIdx->u32SegIdx].enNnieId,
hSvpNnieHandle, &bFinish, HI_TRUE)))
{
usleep(100);
SAMPLE_SVP_TRACE(SAMPLE_SVP_ERR_LEVEL_INFO,
"HI_MPI_SVP_NNIE_Query Query timeout!\n");
}
}
SAMPLE_SVP_NNIE_PERF_STAT_END()
SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_OP_TIME()
u32TotalStepNum = 0;
SAMPLE_SVP_NNIE_PERF_STAT_BEGIN()
for(i = 0; i < pstNnieParam->astForwardWithBboxCtrl[pstProcSegIdx->u32SegIdx].u32DstNum; i++)
{
if(SVP_BLOB_TYPE_SEQ_S32 == pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].enType)
{
for(j = 0; j < pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Num; j++)
{
u32TotalStepNum += *(SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_U32,pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].unShape.stSeq.u64VirAddrStep)+j);
}
SAMPLE_COMM_SVP_FlushCache(pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64PhyAddr,
SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_VOID,pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64VirAddr),
u32TotalStepNum*pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Stride);
}
else
{
SAMPLE_COMM_SVP_FlushCache(pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64PhyAddr,
SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_VOID,pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u64VirAddr),
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Num*
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].unShape.stWhc.u32Chn*
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].unShape.stWhc.u32Height*
pstNnieParam->astSegData[pstProcSegIdx->u32SegIdx].astDst[i].u32Stride);
}
}
SAMPLE_SVP_NNIE_PERF_STAT_END()
SAMPLE_SVP_NNIE_PERF_STAT_OP_FORWARD_AFTER_DST_FLUSH_TIME()
return s32Ret;
}
/******************************************************************************
* function : Fill Src Data
******************************************************************************/
static HI_S32 SAMPLE_SVP_NNIE_FillSrcData(SAMPLE_SVP_NNIE_CFG_S* pstNnieCfg,
SAMPLE_SVP_NNIE_PARAM_S *pstNnieParam, SAMPLE_SVP_NNIE_INPUT_DATA_INDEX_S* pstInputDataIdx)
{
FILE* fp = NULL;
HI_U32 i =0, j = 0, n = 0;
HI_U32 u32Height = 0, u32Width = 0, u32Chn = 0, u32Stride = 0, u32Dim = 0;
HI_U32 u32VarSize = 0;
HI_S32 s32Ret = HI_SUCCESS;
HI_U8*pu8PicAddr = NULL;
HI_U32*pu32StepAddr = NULL;
HI_U32 u32SegIdx = pstInputDataIdx->u32SegIdx;
HI_U32 u32NodeIdx = pstInputDataIdx->u32NodeIdx;
HI_U32 u32TotalStepNum = 0;
/*open file*/
if (NULL != pstNnieCfg->pszPic)
{
fp = fopen(pstNnieCfg->pszPic,"rb");
SAMPLE_SVP_CHECK_EXPR_RET(NULL == fp,HI_INVALID_VALUE,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error, open file failed!\n");
}
/*get data size*/
if(SVP_BLOB_TYPE_U8 <= pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].enType &&
SVP_BLOB_TYPE_YVU422SP >= pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].enType)
{
u32VarSize = sizeof(HI_U8);
}
else
{
u32VarSize = sizeof(HI_U32);
}
/*fill src data*/
if(SVP_BLOB_TYPE_SEQ_S32 == pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].enType)
{
u32Dim = pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].unShape.stSeq.u32Dim;
u32Stride = pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].u32Stride;
pu32StepAddr = SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_U32,pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].unShape.stSeq.u64VirAddrStep);
pu8PicAddr = SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_U8,pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].u64VirAddr);
for(n = 0; n < pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].u32Num; n++)
{
for(i = 0;i < *(pu32StepAddr+n); i++)
{
s32Ret = fread(pu8PicAddr,u32Dim*u32VarSize,1,fp);
SAMPLE_SVP_CHECK_EXPR_GOTO(1 != s32Ret,FAIL,SAMPLE_SVP_ERR_LEVEL_ERROR,"Error,Read image file failed!\n");
pu8PicAddr += u32Stride;
}
u32TotalStepNum += *(pu32StepAddr+n);
}
SAMPLE_COMM_SVP_FlushCache(pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].u64PhyAddr,
SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_VOID,pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].u64VirAddr),
u32TotalStepNum*u32Stride);
}
else
{
u32Height = pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].unShape.stWhc.u32Height;
u32Width = pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].unShape.stWhc.u32Width;
u32Chn = pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].unShape.stWhc.u32Chn;
u32Stride = pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].u32Stride;
pu8PicAddr = SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_U8,pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].u64VirAddr);
if(SVP_BLOB_TYPE_YVU420SP== pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].enType)
{
for(n = 0; n < pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].u32Num; n++)
{
for(i = 0; i < u32Chn*u32Height/2; i++)
{
s32Ret = fread(pu8PicAddr,u32Width*u32VarSize,1,fp);
SAMPLE_SVP_CHECK_EXPR_GOTO(1 != s32Ret,FAIL,SAMPLE_SVP_ERR_LEVEL_ERROR,"Error,Read image file failed!\n");
pu8PicAddr += u32Stride;
}
}
}
else if(SVP_BLOB_TYPE_YVU422SP== pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].enType)
{
for(n = 0; n < pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].u32Num; n++)
{
for(i = 0; i < u32Height*2; i++)
{
s32Ret = fread(pu8PicAddr,u32Width*u32VarSize,1,fp);
SAMPLE_SVP_CHECK_EXPR_GOTO(1 != s32Ret,FAIL,SAMPLE_SVP_ERR_LEVEL_ERROR,"Error,Read image file failed!\n");
pu8PicAddr += u32Stride;
}
}
}
else
{
for(n = 0; n < pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].u32Num; n++)
{
for(i = 0;i < u32Chn; i++)
{
for(j = 0; j < u32Height; j++)
{
s32Ret = fread(pu8PicAddr,u32Width*u32VarSize,1,fp);
SAMPLE_SVP_CHECK_EXPR_GOTO(1 != s32Ret,FAIL,SAMPLE_SVP_ERR_LEVEL_ERROR,"Error,Read image file failed!\n");
pu8PicAddr += u32Stride;
}
}
}
}
SAMPLE_COMM_SVP_FlushCache(pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].u64PhyAddr,
SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_VOID,pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].u64VirAddr),
pstNnieParam->astSegData[u32SegIdx].astSrc[u32NodeIdx].u32Num*u32Chn*u32Height*u32Stride);
}
fclose(fp);
return HI_SUCCESS;
FAIL:
fclose(fp);
return HI_FAILURE;
}
/******************************************************************************
* function : print report result
******************************************************************************/
static HI_S32 SAMPLE_SVP_NNIE_PrintReportResult(SAMPLE_SVP_NNIE_PARAM_S *pstNnieParam)
{
HI_U32 u32SegNum = pstNnieParam->pstModel->u32NetSegNum;
HI_U32 i = 0, j = 0, k = 0, n = 0;
HI_U32 u32SegIdx = 0, u32NodeIdx = 0;
HI_S32 s32Ret = HI_SUCCESS;
HI_CHAR acReportFileName[SAMPLE_SVP_NNIE_REPORT_NAME_LENGTH] = {'\0'};
FILE* fp = NULL;
HI_U32*pu32StepAddr = NULL;
HI_S32*ps32ResultAddr = NULL;
HI_U32 u32Height = 0, u32Width = 0, u32Chn = 0, u32Stride = 0, u32Dim = 0;
for(u32SegIdx = 0; u32SegIdx < u32SegNum; u32SegIdx++)
{
for(u32NodeIdx = 0; u32NodeIdx < pstNnieParam->pstModel->astSeg[u32SegIdx].u16DstNum; u32NodeIdx++)
{
s32Ret = snprintf(acReportFileName,SAMPLE_SVP_NNIE_REPORT_NAME_LENGTH,
"seg%d_layer%d_output%d_inst.linear.hex",u32SegIdx,
pstNnieParam->pstModel->astSeg[u32SegIdx].astDstNode[u32NodeIdx].u32NodeId,0);
SAMPLE_SVP_CHECK_EXPR_RET(s32Ret < 0,HI_INVALID_VALUE,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,create file name failed!\n");
fp = fopen(acReportFileName,"w");
SAMPLE_SVP_CHECK_EXPR_RET(NULL == fp,HI_INVALID_VALUE,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,open file failed!\n");
if(SVP_BLOB_TYPE_SEQ_S32 == pstNnieParam->astSegData[u32SegIdx].astDst[u32NodeIdx].enType)
{
u32Dim = pstNnieParam->astSegData[u32SegIdx].astDst[u32NodeIdx].unShape.stSeq.u32Dim;
u32Stride = pstNnieParam->astSegData[u32SegIdx].astDst[u32NodeIdx].u32Stride;
pu32StepAddr = SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_U32,pstNnieParam->astSegData[u32SegIdx].astDst[u32NodeIdx].unShape.stSeq.u64VirAddrStep);
ps32ResultAddr = SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_S32,pstNnieParam->astSegData[u32SegIdx].astDst[u32NodeIdx].u64VirAddr);
for(n = 0; n < pstNnieParam->astSegData[u32SegIdx].astDst[u32NodeIdx].u32Num; n++)
{
for(i = 0;i < *(pu32StepAddr+n); i++)
{
for(j = 0; j < u32Dim; j++)
{
s32Ret = fprintf(fp ,"%08x\n",*(ps32ResultAddr+j));
SAMPLE_SVP_CHECK_EXPR_GOTO(s32Ret < 0,PRINT_FAIL,
SAMPLE_SVP_ERR_LEVEL_ERROR,"Error,write report result file failed!\n");
}
ps32ResultAddr += u32Stride/sizeof(HI_U32);
}
}
}
else
{
u32Height = pstNnieParam->astSegData[u32SegIdx].astDst[u32NodeIdx].unShape.stWhc.u32Height;
u32Width = pstNnieParam->astSegData[u32SegIdx].astDst[u32NodeIdx].unShape.stWhc.u32Width;
u32Chn = pstNnieParam->astSegData[u32SegIdx].astDst[u32NodeIdx].unShape.stWhc.u32Chn;
u32Stride = pstNnieParam->astSegData[u32SegIdx].astDst[u32NodeIdx].u32Stride;
ps32ResultAddr = SAMPLE_SVP_NNIE_CONVERT_64BIT_ADDR(HI_S32,pstNnieParam->astSegData[u32SegIdx].astDst[u32NodeIdx].u64VirAddr);
for(n = 0; n < pstNnieParam->astSegData[u32SegIdx].astDst[u32NodeIdx].u32Num; n++)
{
for(i = 0;i < u32Chn; i++)
{
for(j = 0; j < u32Height; j++)
{
for(k = 0; k < u32Width; k++)
{
s32Ret = fprintf(fp,"%08x\n",*(ps32ResultAddr+k));
SAMPLE_SVP_CHECK_EXPR_GOTO(s32Ret < 0,PRINT_FAIL,
SAMPLE_SVP_ERR_LEVEL_ERROR,"Error,write report result file failed!\n");
}
ps32ResultAddr += u32Stride/sizeof(HI_U32);
}
}
}
}
fclose(fp);
}
}
return HI_SUCCESS;
PRINT_FAIL:
fclose(fp);
return HI_FAILURE;
}
/******************************************************************************
* function : Cnn software deinit
******************************************************************************/
static HI_S32 SAMPLE_SVP_NNIE_Cnn_SoftwareDeinit(SAMPLE_SVP_NNIE_CNN_SOFTWARE_PARAM_S* pstCnnSoftWarePara)
{
HI_S32 s32Ret = HI_SUCCESS;
SAMPLE_SVP_CHECK_EXPR_RET(NULL == pstCnnSoftWarePara,HI_INVALID_VALUE,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error, pstCnnSoftWarePara can't be NULL!\n");
if(0!=pstCnnSoftWarePara->stGetTopN.u64PhyAddr && 0!=pstCnnSoftWarePara->stGetTopN.u64VirAddr)
{
SAMPLE_SVP_MMZ_FREE(pstCnnSoftWarePara->stGetTopN.u64PhyAddr,
pstCnnSoftWarePara->stGetTopN.u64VirAddr);
pstCnnSoftWarePara->stGetTopN.u64PhyAddr = 0;
pstCnnSoftWarePara->stGetTopN.u64VirAddr = 0;
}
return s32Ret;
}
/******************************************************************************
* function : Cnn Deinit
******************************************************************************/
static HI_S32 SAMPLE_SVP_NNIE_Cnn_Deinit(SAMPLE_SVP_NNIE_PARAM_S *pstNnieParam,
SAMPLE_SVP_NNIE_CNN_SOFTWARE_PARAM_S* pstSoftWareParam,SAMPLE_SVP_NNIE_MODEL_S* pstNnieModel)
{
HI_S32 s32Ret = HI_SUCCESS;
/*hardware para deinit*/
if(pstNnieParam!=NULL)
{
s32Ret = SAMPLE_COMM_SVP_NNIE_ParamDeinit(pstNnieParam);
SAMPLE_SVP_CHECK_EXPR_TRACE(HI_SUCCESS != s32Ret,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,SAMPLE_COMM_SVP_NNIE_ParamDeinit failed!\n");
}
/*software para deinit*/
if(pstSoftWareParam!=NULL)
{
s32Ret = SAMPLE_SVP_NNIE_Cnn_SoftwareDeinit(pstSoftWareParam);
SAMPLE_SVP_CHECK_EXPR_TRACE(HI_SUCCESS != s32Ret,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,SAMPLE_SVP_NNIE_Cnn_SoftwareDeinit failed!\n");
}
/*model deinit*/
if(pstNnieModel!=NULL)
{
s32Ret = SAMPLE_COMM_SVP_NNIE_UnloadModel(pstNnieModel);
SAMPLE_SVP_CHECK_EXPR_TRACE(HI_SUCCESS != s32Ret,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,SAMPLE_COMM_SVP_NNIE_UnloadModel failed!\n");
}
return s32Ret;
}
/******************************************************************************
* function : Cnn software para init
******************************************************************************/
static HI_S32 SAMPLE_SVP_NNIE_Cnn_SoftwareParaInit(SAMPLE_SVP_NNIE_CFG_S* pstNnieCfg,
SAMPLE_SVP_NNIE_PARAM_S *pstCnnPara, SAMPLE_SVP_NNIE_CNN_SOFTWARE_PARAM_S* pstCnnSoftWarePara)
{
HI_U32 u32GetTopNMemSize = 0;
HI_U32 u32GetTopNAssistBufSize = 0;
HI_U32 u32GetTopNPerFrameSize = 0;
HI_U32 u32TotalSize = 0;
HI_U32 u32ClassNum = pstCnnPara->pstModel->astSeg[0].astDstNode[0].unShape.stWhc.u32Width;
HI_U64 u64PhyAddr = 0;
HI_U8* pu8VirAddr = NULL;
HI_S32 s32Ret = HI_SUCCESS;
/*get mem size*/
u32GetTopNPerFrameSize = pstCnnSoftWarePara->u32TopN*sizeof(SAMPLE_SVP_NNIE_CNN_GETTOPN_UNIT_S);
u32GetTopNMemSize = SAMPLE_SVP_NNIE_ALIGN16(u32GetTopNPerFrameSize)*pstNnieCfg->u32MaxInputNum;
u32GetTopNAssistBufSize = u32ClassNum*sizeof(SAMPLE_SVP_NNIE_CNN_GETTOPN_UNIT_S);
u32TotalSize = u32GetTopNMemSize+u32GetTopNAssistBufSize;
/*malloc mem*/
s32Ret = SAMPLE_COMM_SVP_MallocMem("SAMPLE_CNN_INIT",NULL,(HI_U64*)&u64PhyAddr,
(void**)&pu8VirAddr,u32TotalSize);
SAMPLE_SVP_CHECK_EXPR_RET(HI_SUCCESS != s32Ret,s32Ret,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,Malloc memory failed!\n");
memset(pu8VirAddr, 0, u32TotalSize);
/*init GetTopn */
pstCnnSoftWarePara->stGetTopN.u32Num= pstNnieCfg->u32MaxInputNum;
pstCnnSoftWarePara->stGetTopN.unShape.stWhc.u32Chn = 1;
pstCnnSoftWarePara->stGetTopN.unShape.stWhc.u32Height = 1;
pstCnnSoftWarePara->stGetTopN.unShape.stWhc.u32Width = u32GetTopNPerFrameSize/sizeof(HI_U32);
pstCnnSoftWarePara->stGetTopN.u32Stride = SAMPLE_SVP_NNIE_ALIGN16(u32GetTopNPerFrameSize);
pstCnnSoftWarePara->stGetTopN.u64PhyAddr = u64PhyAddr;
pstCnnSoftWarePara->stGetTopN.u64VirAddr = (HI_U64)(HI_UL)pu8VirAddr;
/*init AssistBuf */
pstCnnSoftWarePara->stAssistBuf.u32Size = u32GetTopNAssistBufSize;
pstCnnSoftWarePara->stAssistBuf.u64PhyAddr = u64PhyAddr+u32GetTopNMemSize;
pstCnnSoftWarePara->stAssistBuf.u64VirAddr = (HI_U64)(HI_UL)pu8VirAddr+u32GetTopNMemSize;
return s32Ret;
}
/******************************************************************************
* function : Cnn init
******************************************************************************/
static HI_S32 SAMPLE_SVP_NNIE_Cnn_ParamInit(SAMPLE_SVP_NNIE_CFG_S* pstNnieCfg,
SAMPLE_SVP_NNIE_PARAM_S *pstCnnPara, SAMPLE_SVP_NNIE_CNN_SOFTWARE_PARAM_S* pstCnnSoftWarePara)
{
HI_S32 s32Ret = HI_SUCCESS;
/*init hardware para*/
s32Ret = SAMPLE_COMM_SVP_NNIE_ParamInit(pstNnieCfg,pstCnnPara);
SAMPLE_SVP_CHECK_EXPR_GOTO(HI_SUCCESS != s32Ret,INIT_FAIL_0,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error(%#x),SAMPLE_COMM_SVP_NNIE_ParamInit failed!\n",s32Ret);
/*init software para*/
if(pstCnnSoftWarePara!=NULL)
{
s32Ret = SAMPLE_SVP_NNIE_Cnn_SoftwareParaInit(pstNnieCfg,pstCnnPara,pstCnnSoftWarePara);
SAMPLE_SVP_CHECK_EXPR_GOTO(HI_SUCCESS != s32Ret,INIT_FAIL_0,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error(%#x),SAMPLE_SVP_NNIE_Cnn_SoftwareParaInit failed!\n",s32Ret);
}
return s32Ret;
INIT_FAIL_0:
s32Ret = SAMPLE_SVP_NNIE_Cnn_Deinit(pstCnnPara,pstCnnSoftWarePara,NULL);
SAMPLE_SVP_CHECK_EXPR_RET(HI_SUCCESS != s32Ret,s32Ret,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error(%#x),SAMPLE_SVP_NNIE_Cnn_Deinit failed!\n",s32Ret);
return HI_FAILURE;
}
/******************************************************************************
* function : Cnn process
******************************************************************************/
HI_S32 SAMPLE_SVP_NNIE_Cnn_PrintResult(SVP_BLOB_S *pstGetTopN,HI_U32 u32TopN)
{
HI_U32 i = 0, j = 0;
HI_U32 *pu32Tmp = NULL;
HI_U32 u32Stride = pstGetTopN->u32Stride;
SAMPLE_SVP_CHECK_EXPR_RET(NULL == pstGetTopN,HI_INVALID_VALUE,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,pstGetTopN can't be NULL!\n");
for(j = 0; j < pstGetTopN->u32Num; j++)
{
SAMPLE_SVP_TRACE_INFO("==== The %dth image info====\n",j);
pu32Tmp = (HI_U32*)((HI_UL)pstGetTopN->u64VirAddr + j * u32Stride);
for(i = 0; i < u32TopN * 2; i+= 2)
{
SAMPLE_SVP_TRACE_INFO("%d:%d\n",pu32Tmp[i],pu32Tmp[i+1]);
}
}
return HI_SUCCESS;
}
/******************************************************************************
* function : show Cnn sample(image 28x28 U8_C1)
******************************************************************************/
void SAMPLE_SVP_NNIE_Cnn(void)
{
HI_CHAR *pcSrcFile = "./data/nnie_image/y/0_28x28.y";
HI_CHAR *pcModelName = "./data/nnie_model/classification/inst_mnist_cycle.wk";
HI_U32 u32PicNum = 1;
HI_S32 s32Ret = HI_SUCCESS;
SAMPLE_SVP_NNIE_CFG_S stNnieCfg = {0};
SAMPLE_SVP_NNIE_INPUT_DATA_INDEX_S stInputDataIdx = {0};
SAMPLE_SVP_NNIE_PROCESS_SEG_INDEX_S stProcSegIdx = {0};
/*Set configuration parameter*/
stNnieCfg.pszPic= pcSrcFile;
stNnieCfg.u32MaxInputNum = u32PicNum; //max input image num in each batch
stNnieCfg.u32MaxRoiNum = 0;
stNnieCfg.aenNnieCoreId[0] = SVP_NNIE_ID_0;//set NNIE core
s_stCnnSoftwareParam.u32TopN = 5;
/*Sys init*/
SAMPLE_COMM_SVP_CheckSysInit();
/*CNN Load model*/
SAMPLE_SVP_TRACE_INFO("Cnn Load model!\n");
s32Ret = SAMPLE_COMM_SVP_NNIE_LoadModel(pcModelName,&s_stCnnModel);
SAMPLE_SVP_CHECK_EXPR_GOTO(HI_SUCCESS != s32Ret,CNN_FAIL_0,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,SAMPLE_COMM_SVP_NNIE_LoadModel failed!\n");
/*CNN parameter initialization*/
/*Cnn software parameters are set in SAMPLE_SVP_NNIE_Cnn_SoftwareParaInit,
if user has changed net struct, please make sure the parameter settings in
SAMPLE_SVP_NNIE_Cnn_SoftwareParaInit function are correct*/
SAMPLE_SVP_TRACE_INFO("Cnn parameter initialization!\n");
s_stCnnNnieParam.pstModel = &s_stCnnModel.stModel;
s32Ret = SAMPLE_SVP_NNIE_Cnn_ParamInit(&stNnieCfg,&s_stCnnNnieParam,&s_stCnnSoftwareParam);
SAMPLE_SVP_CHECK_EXPR_GOTO(HI_SUCCESS != s32Ret,CNN_FAIL_0,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,SAMPLE_SVP_NNIE_Cnn_ParamInit failed!\n");
/*record tskBuf*/
s32Ret = HI_MPI_SVP_NNIE_AddTskBuf(&(s_stCnnNnieParam.astForwardCtrl[0].stTskBuf));
SAMPLE_SVP_CHECK_EXPR_GOTO(HI_SUCCESS != s32Ret,CNN_FAIL_0,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,HI_MPI_SVP_NNIE_AddTskBuf failed!\n");
/*Fill src data*/
SAMPLE_SVP_TRACE_INFO("Cnn start!\n");
stInputDataIdx.u32SegIdx = 0;
stInputDataIdx.u32NodeIdx = 0;
s32Ret = SAMPLE_SVP_NNIE_FillSrcData(&stNnieCfg,&s_stCnnNnieParam,&stInputDataIdx);
SAMPLE_SVP_CHECK_EXPR_GOTO(HI_SUCCESS != s32Ret,CNN_FAIL_1,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,SAMPLE_SVP_NNIE_FillSrcData failed!\n");
/*NNIE process(process the 0-th segment)*/
stProcSegIdx.u32SegIdx = 0;
s32Ret = SAMPLE_SVP_NNIE_Forward(&s_stCnnNnieParam,&stInputDataIdx,&stProcSegIdx,HI_TRUE);
SAMPLE_SVP_CHECK_EXPR_GOTO(HI_SUCCESS != s32Ret,CNN_FAIL_1,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,SAMPLE_SVP_NNIE_Forward failed!\n");
/*Software process*/
/*if user has changed net struct, please make sure SAMPLE_SVP_NNIE_Cnn_GetTopN
function's input datas are correct*/
s32Ret = SAMPLE_SVP_NNIE_Cnn_GetTopN(&s_stCnnNnieParam,&s_stCnnSoftwareParam);
SAMPLE_SVP_CHECK_EXPR_GOTO(HI_SUCCESS != s32Ret,CNN_FAIL_1,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,SAMPLE_SVP_NNIE_CnnGetTopN failed!\n");
/*Print result*/
SAMPLE_SVP_TRACE_INFO("Cnn result:\n");
s32Ret = SAMPLE_SVP_NNIE_Cnn_PrintResult(&(s_stCnnSoftwareParam.stGetTopN),
s_stCnnSoftwareParam.u32TopN);
SAMPLE_SVP_CHECK_EXPR_GOTO(HI_SUCCESS != s32Ret,CNN_FAIL_1,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,SAMPLE_SVP_NNIE_Cnn_PrintResult failed!\n");
CNN_FAIL_1:
/*Remove TskBuf*/
s32Ret = HI_MPI_SVP_NNIE_RemoveTskBuf(&(s_stCnnNnieParam.astForwardCtrl[0].stTskBuf));
SAMPLE_SVP_CHECK_EXPR_GOTO(HI_SUCCESS != s32Ret,CNN_FAIL_0,SAMPLE_SVP_ERR_LEVEL_ERROR,
"Error,HI_MPI_SVP_NNIE_RemoveTskBuf failed!\n");
CNN_FAIL_0:
SAMPLE_SVP_NNIE_Cnn_Deinit(&s_stCnnNnieParam,&s_stCnnSoftwareParam,&s_stCnnModel);
SAMPLE_COMM_SVP_CheckSysExit();
}
/******************************************************************************
* function : Cnn sample signal handle
******************************************************************************/
void SAMPLE_SVP_NNIE_Cnn_HandleSig(void)
{
SAMPLE_SVP_NNIE_Cnn_Deinit(&s_stCnnNnieParam,&s_stCnnSoftwareParam,&s_stCnnModel);
memset(&s_stCnnNnieParam,0,sizeof(SAMPLE_SVP_NNIE_PARAM_S));
memset(&s_stCnnSoftwareParam,0,sizeof(SAMPLE_SVP_NNIE_CNN_SOFTWARE_PARAM_S));
memset(&s_stCnnModel,0,sizeof(SAMPLE_SVP_NNIE_MODEL_S));
SAMPLE_COMM_SVP_CheckSysExit();
}