From f39785f7ac8ce059925ca0e1c18a034af6590e9a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E6=9C=B1=E4=BF=8A=E8=BE=89?= <11181965+zhujunhui1@user.noreply.gitee.com> Date: Mon, 7 Nov 2022 06:12:35 +0000 Subject: [PATCH] update train_full_1p.sh. MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: 朱俊辉 <11181965+zhujunhui1@user.noreply.gitee.com> --- .../test/train_full_1p.sh | 167 ++++++++++++++++++ 1 file changed, 167 insertions(+) diff --git a/TensorFlow/built-in/cv/image_classification/GoogleNet_ID0051_for_TensorFlow/test/train_full_1p.sh b/TensorFlow/built-in/cv/image_classification/GoogleNet_ID0051_for_TensorFlow/test/train_full_1p.sh index e69de29bb..6a7a261a8 100644 --- a/TensorFlow/built-in/cv/image_classification/GoogleNet_ID0051_for_TensorFlow/test/train_full_1p.sh +++ b/TensorFlow/built-in/cv/image_classification/GoogleNet_ID0051_for_TensorFlow/test/train_full_1p.sh @@ -0,0 +1,167 @@ +#!/bin/bash +#当前路径,不需要修改 +cur_path=`pwd` + +#集合通信参数,不需要修改 +#保证rank table file 文件rank_table_8p.json存放在和test同级的configs目录下 +export RANK_SIZE=1 +batch_size=256 +export JOB_ID=10087 +RANK_ID_START=0 + +# 数据集路径,保持为空,不需要修改 +data_path="" +epoch= + +#设置默认日志级别,不需要修改 +#export ASCEND_GLOBAL_LOG_LEVEL_ETP=3 + +#基础参数 需要模型审视修改 +#网络名称,同目录名称 +Network="GoogleNet_ID0051_for_TensorFlow" + +#export RANK_ID=npu8p +#export SLOG_PRINT_TO_STDOUT=0 + +#维持参数,不需要修改 +over_dump=False +data_dump_flag=False +data_dump_step="10" +profiling=False +autotune=False + +# 帮助信息,不需要修改 +if [[ $1 == --help || $1 == -h ]];then + echo"usage:./train_full_1p.sh " + echo " " + echo "parameter explain: + --precision_mode precision mode(allow_fp32_to_fp16/force_fp16/must_keep_origin_dtype/allow_mix_precision) + --over_dump if or not over detection, default is False + --data_dump_flag data dump flag, default is 0 + --data_dump_step data dump step, default is 10 + --profiling if or not profiling for performance debug, default is False + --autotune whether to enable autotune, default is False + --data_path source data of training + -h/--help show help message + " + exit 1 +fi + +#参数校验,不需要修改 +for para in $* +do + if [[ $para == --precision_mode* ]];then + precision_mode=`echo ${para#*=}` + elif [[ $para == --over_dump* ]];then + over_dump=`echo ${para#*=}` + over_dump_path=${cur_path}/output/overflow_dump + mkdir -p ${over_dump_path} + elif [[ $para == --data_dump_flag* ]];then + data_dump_flag=`echo ${para#*=}` + data_dump_path=${cur_path}/output/data_dump + mkdir -p ${data_dump_path} + elif [[ $para == --data_dump_step* ]];then + data_dump_step=`echo ${para#*=}` + elif [[ $para == --profiling* ]];then + profiling=`echo ${para#*=}` + profiling_dump_path=${cur_path}/output/profiling + mkdir -p ${profiling_dump_path} + elif [[ $para == --autotune* ]];then + autotune=`echo ${para#*=}` + #开autotune特有环境变量 + autotune=True + export autotune=True + export REPEAT_TUNE=True + export ASCEND_DEVICE_ID=0 + export ENABLE_TUNE_BANK=True + export TE_PARALLEL_COMPILER=32 + mv $install_path/fwkacllib/data/rl/Ascend910/custom $install_path/fwkacllib/data/rl/Ascend910/custom_bak + mv $install_path/fwkacllib/data/tiling/Ascend910/custom $install_path/fwkacllib/data/tiling/Ascend910/custom_bak + autotune_dump_path=${cur_path}/output/autotune_dump + mkdir -p ${autotune_dump_path}/GA + mkdir -p ${autotune_dump_path}/rl + elif [[ $para == --data_path* ]];then + data_path=`echo ${para#*=}` + fi +done + +#校验是否传入data_path,不需要修改 +if [[ $data_path == "" ]];then + echo "[Error] para \"data_path\" must be confing" + exit 1 +fi + + +#训练开始时间,不需要修改 +start_time=$(date +%s) + +#进入训练脚本目录,需要模型审视修改 +cd $cur_path/.. +for((RANK_ID=$RANK_ID_START;RANK_ID<$((RANK_SIZE+RANK_ID_START));RANK_ID++)); +do + #设置环境变量,不需要修改 + echo "Device ID: $RANK_ID" + export RANK_ID=$RANK_ID + #export ASCEND_DEVICE_ID=$RANK_ID + #ASCEND_DEVICE_ID=$RANK_ID + DEVICE_INDEX=$RANK_ID + export DEVICE_INDEX=${DEVICE_INDEX} + + #创建DeviceID输出目录,不需要修改 + if [ -d $cur_path/output/$ASCEND_DEVICE_ID ];then + rm -rf $cur_path/output/$ASCEND_DEVICE_ID + mkdir -p ${cur_path}/output/$ASCEND_DEVICE_ID/ckpt + else + mkdir -p ${cur_path}/output/$ASCEND_DEVICE_ID/ckpt + fi + + #执行训练脚本,需要模型审视修改 + nohup python3.7 train.py \ + --rank_size=$RANK_SIZE \ + --mode=train_and_evaluate \ + --max_epochs=200 \ + --iterations_per_loop=100 \ + --batch_size=$batch_size \ + --display_every=256 \ + --data_path=$data_path \ + --lr=0.01 \ + --log_dir=${cur_path}/output/${ASCEND_DEVICE_ID}/ckpt \ + --eval_dir=${cur_path}/output/${ASCEND_DEVICE_ID}/ckpt \ + --epochs_between_evals=50 \ + --log_name=googlenet.log > ${cur_path}/output/${ASCEND_DEVICE_ID}/train_${ASCEND_DEVICE_ID}.log 2>&1 & +done +wait + +#训练结束时间,不需要修改 +end_time=$(date +%s) +e2e_time=$(( $end_time - $start_time )) + +#E2E训练端到端时长,直接计算,不需要修改 +echo "E2E training Duration sec: $e2e_time" + +#训练用例信息,不需要修改 +BatchSize=${batch_size} +DeviceType=`uname -m` +CaseName=${Network}_bs${BatchSize}_${RANK_SIZE}'p'_'acc' +#获取性能数据 +grep "FPS:" $cur_path/output/${ASCEND_DEVICE_ID}/train_${ASCEND_DEVICE_ID}.log > FPS.log +sed -i '1d' FPS.log + +ActualFPS=`cat FPS.log | grep "FPS:" |awk '{sum+=$6} END {print sum/NR}'` +temp1=`echo "1000 * ${batch_size}"|bc` +TrainingTime=`echo "scale=2;${temp1} / ${ActualFPS}"|bc` + +ActualLoss=`grep "loss" FPS.log | awk 'END {print $8}'` + +TrainAccuracy=`grep -A 1 'top1' $cur_path/output/${ASCEND_DEVICE_ID}/train_${ASCEND_DEVICE_ID}.log |awk 'END {print $3}'` +#关键信息打印到${CaseName}.log中,不需要修改 +echo "Network = ${Network}" > $cur_path/output/$ASCEND_DEVICE_ID/${CaseName}.log +echo "RankSize = ${RANK_SIZE}" >> $cur_path/output/$ASCEND_DEVICE_ID/${CaseName}.log +echo "BatchSize = ${BatchSize}" >> $cur_path/output/$ASCEND_DEVICE_ID/${CaseName}.log +echo "DeviceType = ${DeviceType}" >> $cur_path/output/$ASCEND_DEVICE_ID/${CaseName}.log +echo "CaseName = ${CaseName}" >> $cur_path/output/$ASCEND_DEVICE_ID/${CaseName}.log +echo "ActualFPS = ${ActualFPS}" >> $cur_path/output/$ASCEND_DEVICE_ID/${CaseName}.log +echo "TrainingTime = ${TrainingTime}" >> $cur_path/output/$ASCEND_DEVICE_ID/${CaseName}.log +echo "ActualLoss = ${ActualLoss}" >> $cur_path/output/$ASCEND_DEVICE_ID/${CaseName}.log +echo "TrainAccuracy = ${TrainAccuracy}" >> $cur_path/output/$ASCEND_DEVICE_ID/${CaseName}.log +echo "E2ETrainingTime = ${e2e_time}" >> $cur_path/output/$ASCEND_DEVICE_ID/${CaseName}.log \ No newline at end of file -- Gitee