From f10af54313253d61a676ef66da1b20a301206c03 Mon Sep 17 00:00:00 2001 From: tongxinlong <2923652651@qq.com> Date: Thu, 14 Apr 2022 09:33:36 +0000 Subject: [PATCH 1/2] add TensorFlow2/built-in/nlp/BertLarge_ID0634_for_TensorFlow2.X/test/train_performance_16p_384bs.sh. --- .../test/train_performance_16p_384bs.sh | 231 ++++++++++++++++++ 1 file changed, 231 insertions(+) create mode 100644 TensorFlow2/built-in/nlp/BertLarge_ID0634_for_TensorFlow2.X/test/train_performance_16p_384bs.sh diff --git a/TensorFlow2/built-in/nlp/BertLarge_ID0634_for_TensorFlow2.X/test/train_performance_16p_384bs.sh b/TensorFlow2/built-in/nlp/BertLarge_ID0634_for_TensorFlow2.X/test/train_performance_16p_384bs.sh new file mode 100644 index 000000000..f2b82938d --- /dev/null +++ b/TensorFlow2/built-in/nlp/BertLarge_ID0634_for_TensorFlow2.X/test/train_performance_16p_384bs.sh @@ -0,0 +1,231 @@ +#!/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=16 +#export RANK_TABLE_FILE=${cur_path}/../configs/rank_table_8p.json +export JOB_ID=10087 +RANK_ID_START=0 + +# 数据集路径,保持为空,不需要修改 +data_path="" +server_index="" +conf_path="" +#基础参数 需要模型审视修改 +#网络名称，同目录名称 +Network="BertLarge_ID0634_for_TensorFlow2.X" +#训练batch_size +batch_size=384 +eval_batch_size=32 +#训练step +train_steps=1000 +#训练epoch +train_epochs=`expr 768 / ${batch_size}` +#学习率 +learning_rate=0.0007 + +#TF2.X独有，需要模型审视修改 +export NPU_LOOP_SIZE=100 +export GE_USE_STATIC_MEMORY=1 + +#维测参数，precision_mode需要模型审视修改 +precision_mode="allow_mix_precision" +#维持参数，不需要修改 +over_dump=False +data_dump_flag=False +data_dump_step="10" +profiling=False + +if [[ $1 == --help || $1 == -h ]];then + echo"usage:./train_full_8p_32bs.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 + --data_path source data of training + -h/--help show help message + " + exit 1 +fi + +#参数校验，需要模型审视修改 +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 == --data_path* ]];then + data_path=`echo ${para#*=}` + elif [[ $para == --bind_core* ]]; then + bind_core=`echo ${para#*=}` + name_bind="_bindcore" + elif [[ $para == --server_index* ]];then + server_index=`echo ${para#*=}` + elif [[ $para == --conf_path* ]];then + conf_path=`echo ${para#*=}` + fi +done + +#校验是否传入data_path,不需要修改 +if [[ $data_path == "" ]];then + echo "[Error] para \"data_path\" must be confing" + exit 1 +fi + +init_ckpt_path=${data_path}/tf2_ckpt/model.ckpt-28252 #need modify to actual path +train_files_path=${data_path}/'train/*' #need modify to actual path +eval_files_path=${data_path}/'eval/eval.tfrecord' #need modify to actual path + +rank_size=8 +nohup python3 set_ranktable.py --npu_nums=$((RANK_SIZE/rank_size)) --conf_path=$conf_path +export RANK_TABLE_FILE=${cur_path}/rank_table.json +export HCCL_CONNECT_TIMEOUT=600 +RANK_ID_START=0 + +start_time=$(date +%s) +#############执行训练######################### +for((RANK_ID=$((rank_size*server_index));RANK_ID<$((((server_index+1))*rank_size));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=`expr ${RANK_ID} - $((rank_size*server_index))` + ASCEND_DEVICE_ID=`expr ${RANK_ID} - $((rank_size*server_index))` + + 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_${learning_rate} + else + mkdir -p ${cur_path}/output/$ASCEND_DEVICE_ID/ckpt_${learning_rate} + fi + + #绑核，不需要绑核的模型删除，需要绑核的模型根据实际修改 + cpucount=`lscpu | grep "CPU(s):" | head -n 1 | awk '{print $2}'` + cpustep=`expr $cpucount / 8` + echo "taskset c steps:" $cpustep + let a=RANK_ID*$cpustep + let b=RANK_ID+1 + let c=b*$cpustep-1 + + #执行训练脚本，以下传参不需要修改，其他需要模型审视修改 + #--data_dir, --model_dir, --precision_mode, --over_dump, --over_dump_path，--data_dump_flag，--data_dump_step，--data_dump_path，--profiling，--profiling_dump_path，--autotune + if [ "x${bind_core}" != x ];then + bind_core="taskset -c $a-$c" + fi + nohup ${bind_core} python3 ../bert/run_pretraining.py \ + --all_reduce_alg=nccl \ + --bert_config_file=../configs/bert_config.json \ + --beta_1=0.91063 \ + --beta_2=0.96497 \ + --device_warmup=False \ + --do_eval=True \ + --dtype=fp16 \ + --init_checkpoint=${init_ckpt_path} \ + --eval_batch_size=${eval_batch_size} \ + --train_files=${train_files_path} \ + --eval_files=${eval_files_path} \ + --learning_rate=${learning_rate} \ + --loss_scale=dynamic \ + --max_predictions_per_seq=76 \ + --max_seq_length=512 \ + --model_dir=${cur_path}/output/$ASCEND_DEVICE_ID/ckpt_${learning_rate} \ + --num_accumulation_steps=1 \ + --distribution_strategy=one_device \ + --num_gpus=1 \ + --enable_checkpoint_and_summary=True \ + --num_steps_per_epoch=1000 \ + --num_train_epochs=${train_epochs} \ + --optimizer_type=lamb \ + --scale_loss=False \ + --steps_between_eval=100 \ + --steps_per_loop=${NPU_LOOP_SIZE} \ + --stop_steps=200 \ + --train_batch_size=${batch_size} \ + --verbosity=0 \ + --warmup_steps=0 \ + --precision_mode=${precision_mode} \ + --over_dump=${over_dump} \ + --over_dump_path=${over_dump_path} \ + --data_dump_flag=${data_dump_flag} \ + --data_dump_step=${data_dump_step} \ + --data_dump_path=${data_dump_path} \ + --profiling=${profiling} \ + --profiling_dump_path=${profiling_dump_path} > ${cur_path}/output/${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 )) + +#############结果处理######################### +echo "------------------ Final result ------------------" +#输出性能FPS，需要模型审视修改 +single_batch_step_sec=`grep TimeHistory $cur_path/output/${ASCEND_DEVICE_ID}/train_${ASCEND_DEVICE_ID}.log|awk 'END {print $8}'` +FPS=`awk 'BEGIN{printf "%.2f\n",'${single_batch_step_sec}'*'${batch_size}'}'` +#打印，不需要修改 +echo "Final Performance images/sec : $FPS" + +#输出训练精度,需要模型审视修改 +train_accuracy=`grep eval_accuracy $cur_path/output/${ASCEND_DEVICE_ID}/train_${ASCEND_DEVICE_ID}.log|grep -v mlp_log|awk 'END {print $5}'|sed 's/,//g'|cut -c 1-5` +#打印，不需要修改 +echo "Final Train Accuracy : ${train_accuracy}" +echo "E2E Training Duration sec : $e2e_time" + +#############冒烟看护######################### +BatchSize=${batch_size} +#设备类型 +DeviceType=`uname -m` +#用例名称 +CaseName=${Network}${name_bind}_bs${BatchSize}_${RANK_SIZE}'p'_'perf' + +##获取性能数据 +#吞吐量，不需要修改 +ActualFPS=${FPS} +#单迭代训练时长，不需要修改 +TrainingTime=`awk 'BEGIN{printf "%.2f\n",'${BatchSize}'*'${RANK_SIZE}'*1000/'${FPS}'}'` + +##获取Loss +#从train_$ASCEND_DEVICE_ID.log提取Loss到train_${CaseName}_loss.txt中 +grep loss $cur_path/output/$ASCEND_DEVICE_ID/train_$ASCEND_DEVICE_ID.log|awk '{print$11}'|grep -v instead|grep -v masked_lm_loss|sed 's/,//g'|sed '/^$/d' >> $cur_path/output/$ASCEND_DEVICE_ID/train_${CaseName}_loss.txt + +#最后一个迭代loss值 +ActualLoss=`awk 'END {print}' $cur_path/output/$ASCEND_DEVICE_ID/train_${CaseName}_loss.txt` + +#关键信息打印到${CaseName}.log中 +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 "TrainAccuracy = ${train_accuracy}" >> $cur_path/output/$ASCEND_DEVICE_ID/${CaseName}.log +echo "ActualLoss = ${ActualLoss}" >> $cur_path/output/$ASCEND_DEVICE_ID/${CaseName}.log +echo "E2ETrainingTime = ${e2e_time}" >> $cur_path/output/$ASCEND_DEVICE_ID/${CaseName}.log + +for((RANK_ID=$RANK_ID_START;RANK_ID<$((RANK_SIZE+RANK_ID_START));RANK_ID++)); +do + sed -i "/AttributeError/d" $cur_path/output/${RANK_ID}/train_${RANK_ID}.log + sed -i "/ModuleNotFoundError/d" $cur_path/output/${RANK_ID}/train_${RANK_ID}.log +done -- Gitee From 5368cbe3895d764a411698f3b531e47b86b9f83d Mon Sep 17 00:00:00 2001 From: tongxinlong <2923652651@qq.com> Date: Thu, 14 Apr 2022 11:08:52 +0000 Subject: [PATCH 2/2] add TensorFlow2/built-in/nlp/BertLarge_ID0634_for_TensorFlow2.X/test/set_ranktable.py. --- .../test/set_ranktable.py | 1740 +++++++++++++++++ 1 file changed, 1740 insertions(+) create mode 100644 TensorFlow2/built-in/nlp/BertLarge_ID0634_for_TensorFlow2.X/test/set_ranktable.py diff --git a/TensorFlow2/built-in/nlp/BertLarge_ID0634_for_TensorFlow2.X/test/set_ranktable.py b/TensorFlow2/built-in/nlp/BertLarge_ID0634_for_TensorFlow2.X/test/set_ranktable.py new file mode 100644 index 000000000..c25b51462 --- /dev/null +++ b/TensorFlow2/built-in/nlp/BertLarge_ID0634_for_TensorFlow2.X/test/set_ranktable.py @@ -0,0 +1,1740 @@ +import argparse +parser = argparse.ArgumentParser() +parser.add_argument('-n', '--npu_nums', type=int, default='2', help='nums of npu') +parser.add_argument('-c', '--conf_path', type=str, default='./', help='the path of server_info') +FLAGS = parser.parse_args() + +import json +import os +server = [] +server_conf = [] +server_list = ["0", "1", "2", "3", "4", "5", "6", "7"] +if os.path.isdir(FLAGS.conf_path): + for f in os.listdir(FLAGS.conf_path): + if (f.split("_")[-1]).split(".")[0] in server_list and (f.split("_")[-1]).split(".")[1] == 'info' and f.split("_")[0] == 'server': + server_conf.append(f) + + + + + + +rank_address = [] +for i in range(FLAGS.npu_nums): + for x in server_conf: + if (x.split("_")[-1]).split(".")[0] == str(i): + server.append(x.split("_")[1]) + l = FLAGS.conf_path + "/" + x + with open(l, "r") as a: + s = a.readlines() + for s_ in s: + if 'address_0' in s_: + rank_address.append(s_.split("=")[-1][:-1]) + for s_ in s: + if 'address_1' in s_: + rank_address.append(s_.split("=")[-1][:-1]) + for s_ in s: + if 'address_2' in s_: + rank_address.append(s_.split("=")[-1][:-1]) + for s_ in s: + if 'address_3' in s_: + rank_address.append(s_.split("=")[-1][:-1]) + for s_ in s: + if 'address_4' in s_: + rank_address.append(s_.split("=")[-1][:-1]) + for s_ in s: + if 'address_5' in s_: + rank_address.append(s_.split("=")[-1][:-1]) + for s_ in s: + if 'address_6' in s_: + rank_address.append(s_.split("=")[-1][:-1]) + for s_ in s: + if 'address_7' in s_: + rank_address.append(s_.split("=")[-1][:-1]) + +if FLAGS.npu_nums == 1: + rank = { + "server_count":"1", + "server_list":[ + { + "server_id":server[0], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[0], + "rank_id":"0" + }, + { + "device_id":"1", + "device_ip":rank_address[1], + "rank_id":"1" + }, + { + "device_id":"2", + "device_ip":rank_address[2], + "rank_id":"2" + }, + { + "device_id":"3", + "device_ip":rank_address[3], + "rank_id":"3" + }, + { + "device_id":"4", + "device_ip":rank_address[4], + "rank_id":"4" + }, + { + "device_id":"5", + "device_ip":rank_address[5], + "rank_id":"5" + }, + { + "device_id":"6", + "device_ip":rank_address[6], + "rank_id":"6" + }, + { + "device_id":"7", + "device_ip":rank_address[7], + "rank_id":"7" + } + ]}], + "status":"completed", + "version":"1.0" + } +elif FLAGS.npu_nums == 2: + rank = { + "server_count":"2", + "server_list":[ + { + "server_id":server[0], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[0], + "rank_id":"0" + }, + { + "device_id":"1", + "device_ip":rank_address[1], + "rank_id":"1" + }, + { + "device_id":"2", + "device_ip":rank_address[2], + "rank_id":"2" + }, + { + "device_id":"3", + "device_ip":rank_address[3], + "rank_id":"3" + }, + { + "device_id":"4", + "device_ip":rank_address[4], + "rank_id":"4" + }, + { + "device_id":"5", + "device_ip":rank_address[5], + "rank_id":"5" + }, + { + "device_id":"6", + "device_ip":rank_address[6], + "rank_id":"6" + }, + { + "device_id":"7", + "device_ip":rank_address[7], + "rank_id":"7" + } + ]}, + + + { + "server_id":server[1], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[8], + "rank_id":"8" + }, + { + "device_id":"1", + "device_ip":rank_address[9], + "rank_id":"9" + }, + { + "device_id":"2", + "device_ip":rank_address[10], + "rank_id":"10" + }, + { + "device_id":"3", + "device_ip":rank_address[11], + "rank_id":"11" + }, + { + "device_id":"4", + "device_ip":rank_address[12], + "rank_id":"12" + }, + { + "device_id":"5", + "device_ip":rank_address[13], + "rank_id":"13" + }, + { + "device_id":"6", + "device_ip":rank_address[14], + "rank_id":"14" + }, + { + "device_id":"7", + "device_ip":rank_address[15], + "rank_id":"15" + } + ]} + ], + + "status":"completed", + "version":"1.0" + } + + +elif FLAGS.npu_nums == 3: + rank = { + "server_count":"3", + "server_list":[ + { + "server_id":server[0], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[0], + "rank_id":"0" + }, + { + "device_id":"1", + "device_ip":rank_address[1], + "rank_id":"1" + }, + { + "device_id":"2", + "device_ip":rank_address[2], + "rank_id":"2" + }, + { + "device_id":"3", + "device_ip":rank_address[3], + "rank_id":"3" + }, + { + "device_id":"4", + "device_ip":rank_address[4], + "rank_id":"4" + }, + { + "device_id":"5", + "device_ip":rank_address[5], + "rank_id":"5" + }, + { + "device_id":"6", + "device_ip":rank_address[6], + "rank_id":"6" + }, + { + "device_id":"7", + "device_ip":rank_address[7], + "rank_id":"7" + } + ]}, + + + { + "server_id":server[1], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[8], + "rank_id":"8" + }, + { + "device_id":"1", + "device_ip":rank_address[9], + "rank_id":"9" + }, + { + "device_id":"2", + "device_ip":rank_address[10], + "rank_id":"10" + }, + { + "device_id":"3", + "device_ip":rank_address[11], + "rank_id":"11" + }, + { + "device_id":"4", + "device_ip":rank_address[12], + "rank_id":"12" + }, + { + "device_id":"5", + "device_ip":rank_address[13], + "rank_id":"13" + }, + { + "device_id":"6", + "device_ip":rank_address[14], + "rank_id":"14" + }, + { + "device_id":"7", + "device_ip":rank_address[15], + "rank_id":"15" + } + ]}, + + { + "server_id":server[2], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[16], + "rank_id":"16" + }, + { + "device_id":"1", + "device_ip":rank_address[17], + "rank_id":"17" + }, + { + "device_id":"2", + "device_ip":rank_address[18], + "rank_id":"18" + }, + { + "device_id":"3", + "device_ip":rank_address[19], + "rank_id":"19" + }, + { + "device_id":"4", + "device_ip":rank_address[20], + "rank_id":"20" + }, + { + "device_id":"5", + "device_ip":rank_address[21], + "rank_id":"21" + }, + { + "device_id":"6", + "device_ip":rank_address[22], + "rank_id":"22" + }, + { + "device_id":"7", + "device_ip":rank_address[23], + "rank_id":"23" + } + ]} + ], + "status":"completed", + "version":"1.0" + } +elif FLAGS.npu_nums == 4: + rank = { + "server_count":"4", + "server_list":[ + { + "server_id":server[0], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[0], + "rank_id":"0" + }, + { + "device_id":"1", + "device_ip":rank_address[1], + "rank_id":"1" + }, + { + "device_id":"2", + "device_ip":rank_address[2], + "rank_id":"2" + }, + { + "device_id":"3", + "device_ip":rank_address[3], + "rank_id":"3" + }, + { + "device_id":"4", + "device_ip":rank_address[4], + "rank_id":"4" + }, + { + "device_id":"5", + "device_ip":rank_address[5], + "rank_id":"5" + }, + { + "device_id":"6", + "device_ip":rank_address[6], + "rank_id":"6" + }, + { + "device_id":"7", + "device_ip":rank_address[7], + "rank_id":"7" + } + ]}, + + + { + "server_id":server[1], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[8], + "rank_id":"8" + }, + { + "device_id":"1", + "device_ip":rank_address[9], + "rank_id":"9" + }, + { + "device_id":"2", + "device_ip":rank_address[10], + "rank_id":"10" + }, + { + "device_id":"3", + "device_ip":rank_address[11], + "rank_id":"11" + }, + { + "device_id":"4", + "device_ip":rank_address[12], + "rank_id":"12" + }, + { + "device_id":"5", + "device_ip":rank_address[13], + "rank_id":"13" + }, + { + "device_id":"6", + "device_ip":rank_address[14], + "rank_id":"14" + }, + { + "device_id":"7", + "device_ip":rank_address[15], + "rank_id":"15" + } + ]}, + { + "server_id":server[2], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[16], + "rank_id":"16" + }, + { + "device_id":"1", + "device_ip":rank_address[17], + "rank_id":"17" + }, + { + "device_id":"2", + "device_ip":rank_address[18], + "rank_id":"18" + }, + { + "device_id":"3", + "device_ip":rank_address[19], + "rank_id":"19" + }, + { + "device_id":"4", + "device_ip":rank_address[20], + "rank_id":"20" + }, + { + "device_id":"5", + "device_ip":rank_address[21], + "rank_id":"21" + }, + { + "device_id":"6", + "device_ip":rank_address[22], + "rank_id":"22" + }, + { + "device_id":"7", + "device_ip":rank_address[23], + "rank_id":"23" + } + ]}, + { + "server_id":server[3], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[24], + "rank_id":"24" + }, + { + "device_id":"1", + "device_ip":rank_address[25], + "rank_id":"25" + }, + { + "device_id":"2", + "device_ip":rank_address[26], + "rank_id":"26" + }, + { + "device_id":"3", + "device_ip":rank_address[27], + "rank_id":"27" + }, + { + "device_id":"4", + "device_ip":rank_address[28], + "rank_id":"28" + }, + { + "device_id":"5", + "device_ip":rank_address[29], + "rank_id":"29" + }, + { + "device_id":"6", + "device_ip":rank_address[30], + "rank_id":"30" + }, + { + "device_id":"7", + "device_ip":rank_address[31], + "rank_id":"31" + } + ]} + ], + "status":"completed", + "version":"1.0" + } +elif FLAGS.npu_nums == 5: + rank = { + "server_count":"5", + "server_list":[ + { + "server_id":server[0], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[0], + "rank_id":"0" + }, + { + "device_id":"1", + "device_ip":rank_address[1], + "rank_id":"1" + }, + { + "device_id":"2", + "device_ip":rank_address[2], + "rank_id":"2" + }, + { + "device_id":"3", + "device_ip":rank_address[3], + "rank_id":"3" + }, + { + "device_id":"4", + "device_ip":rank_address[4], + "rank_id":"4" + }, + { + "device_id":"5", + "device_ip":rank_address[5], + "rank_id":"5" + }, + { + "device_id":"6", + "device_ip":rank_address[6], + "rank_id":"6" + }, + { + "device_id":"7", + "device_ip":rank_address[7], + "rank_id":"7" + } + ]}, + + + { + "server_id":server[1], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[8], + "rank_id":"8" + }, + { + "device_id":"1", + "device_ip":rank_address[9], + "rank_id":"9" + }, + { + "device_id":"2", + "device_ip":rank_address[10], + "rank_id":"10" + }, + { + "device_id":"3", + "device_ip":rank_address[11], + "rank_id":"11" + }, + { + "device_id":"4", + "device_ip":rank_address[12], + "rank_id":"12" + }, + { + "device_id":"5", + "device_ip":rank_address[13], + "rank_id":"13" + }, + { + "device_id":"6", + "device_ip":rank_address[14], + "rank_id":"14" + }, + { + "device_id":"7", + "device_ip":rank_address[15], + "rank_id":"15" + } + ]}, + { + "server_id":server[2], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[16], + "rank_id":"16" + }, + { + "device_id":"1", + "device_ip":rank_address[17], + "rank_id":"17" + }, + { + "device_id":"2", + "device_ip":rank_address[18], + "rank_id":"18" + }, + { + "device_id":"3", + "device_ip":rank_address[19], + "rank_id":"19" + }, + { + "device_id":"4", + "device_ip":rank_address[20], + "rank_id":"20" + }, + { + "device_id":"5", + "device_ip":rank_address[21], + "rank_id":"21" + }, + { + "device_id":"6", + "device_ip":rank_address[22], + "rank_id":"22" + }, + { + "device_id":"7", + "device_ip":rank_address[23], + "rank_id":"23" + } + ]}, + { + "server_id":server[3], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[24], + "rank_id":"24" + }, + { + "device_id":"1", + "device_ip":rank_address[25], + "rank_id":"25" + }, + { + "device_id":"2", + "device_ip":rank_address[26], + "rank_id":"26" + }, + { + "device_id":"3", + "device_ip":rank_address[27], + "rank_id":"27" + }, + { + "device_id":"4", + "device_ip":rank_address[28], + "rank_id":"28" + }, + { + "device_id":"5", + "device_ip":rank_address[29], + "rank_id":"29" + }, + { + "device_id":"6", + "device_ip":rank_address[30], + "rank_id":"30" + }, + { + "device_id":"7", + "device_ip":rank_address[31], + "rank_id":"31" + } + ]}, + { + "server_id":server[4], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[32], + "rank_id":"32" + }, + { + "device_id":"1", + "device_ip":rank_address[33], + "rank_id":"33" + }, + { + "device_id":"2", + "device_ip":rank_address[34], + "rank_id":"34" + }, + { + "device_id":"3", + "device_ip":rank_address[35], + "rank_id":"35" + }, + { + "device_id":"4", + "device_ip":rank_address[36], + "rank_id":"36" + }, + { + "device_id":"5", + "device_ip":rank_address[37], + "rank_id":"37" + }, + { + "device_id":"6", + "device_ip":rank_address[38], + "rank_id":"38" + }, + { + "device_id":"7", + "device_ip":rank_address[39], + "rank_id":"39" + } + ]} + ], + "status":"completed", + "version":"1.0" + } + + + +elif FLAGS.npu_nums == 6: + rank = { + "server_count":"6", + "server_list":[ + { + "server_id":server[0], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[0], + "rank_id":"0" + }, + { + "device_id":"1", + "device_ip":rank_address[1], + "rank_id":"1" + }, + { + "device_id":"2", + "device_ip":rank_address[2], + "rank_id":"2" + }, + { + "device_id":"3", + "device_ip":rank_address[3], + "rank_id":"3" + }, + { + "device_id":"4", + "device_ip":rank_address[4], + "rank_id":"4" + }, + { + "device_id":"5", + "device_ip":rank_address[5], + "rank_id":"5" + }, + { + "device_id":"6", + "device_ip":rank_address[6], + "rank_id":"6" + }, + { + "device_id":"7", + "device_ip":rank_address[7], + "rank_id":"7" + } + ]}, + + + { + "server_id":server[1], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[8], + "rank_id":"8" + }, + { + "device_id":"1", + "device_ip":rank_address[9], + "rank_id":"9" + }, + { + "device_id":"2", + "device_ip":rank_address[10], + "rank_id":"10" + }, + { + "device_id":"3", + "device_ip":rank_address[11], + "rank_id":"11" + }, + { + "device_id":"4", + "device_ip":rank_address[12], + "rank_id":"12" + }, + { + "device_id":"5", + "device_ip":rank_address[13], + "rank_id":"13" + }, + { + "device_id":"6", + "device_ip":rank_address[14], + "rank_id":"14" + }, + { + "device_id":"7", + "device_ip":rank_address[15], + "rank_id":"15" + } + ]}, + { + "server_id":server[2], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[16], + "rank_id":"16" + }, + { + "device_id":"1", + "device_ip":rank_address[17], + "rank_id":"17" + }, + { + "device_id":"2", + "device_ip":rank_address[18], + "rank_id":"18" + }, + { + "device_id":"3", + "device_ip":rank_address[19], + "rank_id":"19" + }, + { + "device_id":"4", + "device_ip":rank_address[20], + "rank_id":"20" + }, + { + "device_id":"5", + "device_ip":rank_address[21], + "rank_id":"21" + }, + { + "device_id":"6", + "device_ip":rank_address[22], + "rank_id":"22" + }, + { + "device_id":"7", + "device_ip":rank_address[23], + "rank_id":"23" + } + ]}, + { + "server_id":server[3], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[24], + "rank_id":"24" + }, + { + "device_id":"1", + "device_ip":rank_address[25], + "rank_id":"25" + }, + { + "device_id":"2", + "device_ip":rank_address[26], + "rank_id":"26" + }, + { + "device_id":"3", + "device_ip":rank_address[27], + "rank_id":"27" + }, + { + "device_id":"4", + "device_ip":rank_address[28], + "rank_id":"28" + }, + { + "device_id":"5", + "device_ip":rank_address[29], + "rank_id":"29" + }, + { + "device_id":"6", + "device_ip":rank_address[30], + "rank_id":"30" + }, + { + "device_id":"7", + "device_ip":rank_address[31], + "rank_id":"31" + } + ]}, + { + "server_id":server[4], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[32], + "rank_id":"32" + }, + { + "device_id":"1", + "device_ip":rank_address[33], + "rank_id":"33" + }, + { + "device_id":"2", + "device_ip":rank_address[34], + "rank_id":"34" + }, + { + "device_id":"3", + "device_ip":rank_address[35], + "rank_id":"35" + }, + { + "device_id":"4", + "device_ip":rank_address[36], + "rank_id":"36" + }, + { + "device_id":"5", + "device_ip":rank_address[37], + "rank_id":"37" + }, + { + "device_id":"6", + "device_ip":rank_address[38], + "rank_id":"38" + }, + { + "device_id":"7", + "device_ip":rank_address[39], + "rank_id":"39" + } + ]}, + { + "server_id":server[5], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[40], + "rank_id":"40" + }, + { + "device_id":"1", + "device_ip":rank_address[41], + "rank_id":"41" + }, + { + "device_id":"2", + "device_ip":rank_address[42], + "rank_id":"42" + }, + { + "device_id":"3", + "device_ip":rank_address[43], + "rank_id":"43" + }, + { + "device_id":"4", + "device_ip":rank_address[44], + "rank_id":"44" + }, + { + "device_id":"5", + "device_ip":rank_address[45], + "rank_id":"45" + }, + { + "device_id":"6", + "device_ip":rank_address[46], + "rank_id":"46" + }, + { + "device_id":"7", + "device_ip":rank_address[47], + "rank_id":"47" + } + ]} + ], + "status":"completed", + "version":"1.0" + } + + +elif FLAGS.npu_nums == 7: + rank = { + "server_count":"7", + "server_list":[ + { + "server_id":server[0], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[0], + "rank_id":"0" + }, + { + "device_id":"1", + "device_ip":rank_address[1], + "rank_id":"1" + }, + { + "device_id":"2", + "device_ip":rank_address[2], + "rank_id":"2" + }, + { + "device_id":"3", + "device_ip":rank_address[3], + "rank_id":"3" + }, + { + "device_id":"4", + "device_ip":rank_address[4], + "rank_id":"4" + }, + { + "device_id":"5", + "device_ip":rank_address[5], + "rank_id":"5" + }, + { + "device_id":"6", + "device_ip":rank_address[6], + "rank_id":"6" + }, + { + "device_id":"7", + "device_ip":rank_address[7], + "rank_id":"7" + } + ]}, + + + { + "server_id":server[1], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[8], + "rank_id":"8" + }, + { + "device_id":"1", + "device_ip":rank_address[9], + "rank_id":"9" + }, + { + "device_id":"2", + "device_ip":rank_address[10], + "rank_id":"10" + }, + { + "device_id":"3", + "device_ip":rank_address[11], + "rank_id":"11" + }, + { + "device_id":"4", + "device_ip":rank_address[12], + "rank_id":"12" + }, + { + "device_id":"5", + "device_ip":rank_address[13], + "rank_id":"13" + }, + { + "device_id":"6", + "device_ip":rank_address[14], + "rank_id":"14" + }, + { + "device_id":"7", + "device_ip":rank_address[15], + "rank_id":"15" + } + ]}, + { + "server_id":server[2], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[16], + "rank_id":"16" + }, + { + "device_id":"1", + "device_ip":rank_address[17], + "rank_id":"17" + }, + { + "device_id":"2", + "device_ip":rank_address[18], + "rank_id":"18" + }, + { + "device_id":"3", + "device_ip":rank_address[19], + "rank_id":"19" + }, + { + "device_id":"4", + "device_ip":rank_address[20], + "rank_id":"20" + }, + { + "device_id":"5", + "device_ip":rank_address[21], + "rank_id":"21" + }, + { + "device_id":"6", + "device_ip":rank_address[22], + "rank_id":"22" + }, + { + "device_id":"7", + "device_ip":rank_address[23], + "rank_id":"23" + } + ]}, + { + "server_id":server[3], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[24], + "rank_id":"24" + }, + { + "device_id":"1", + "device_ip":rank_address[25], + "rank_id":"25" + }, + { + "device_id":"2", + "device_ip":rank_address[26], + "rank_id":"26" + }, + { + "device_id":"3", + "device_ip":rank_address[27], + "rank_id":"27" + }, + { + "device_id":"4", + "device_ip":rank_address[28], + "rank_id":"28" + }, + { + "device_id":"5", + "device_ip":rank_address[29], + "rank_id":"29" + }, + { + "device_id":"6", + "device_ip":rank_address[30], + "rank_id":"30" + }, + { + "device_id":"7", + "device_ip":rank_address[31], + "rank_id":"31" + } + ]}, + { + "server_id":server[4], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[32], + "rank_id":"32" + }, + { + "device_id":"1", + "device_ip":rank_address[33], + "rank_id":"33" + }, + { + "device_id":"2", + "device_ip":rank_address[34], + "rank_id":"34" + }, + { + "device_id":"3", + "device_ip":rank_address[35], + "rank_id":"35" + }, + { + "device_id":"4", + "device_ip":rank_address[36], + "rank_id":"36" + }, + { + "device_id":"5", + "device_ip":rank_address[37], + "rank_id":"37" + }, + { + "device_id":"6", + "device_ip":rank_address[38], + "rank_id":"38" + }, + { + "device_id":"7", + "device_ip":rank_address[39], + "rank_id":"39" + } + ]}, + { + "server_id":server[5], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[40], + "rank_id":"40" + }, + { + "device_id":"1", + "device_ip":rank_address[41], + "rank_id":"41" + }, + { + "device_id":"2", + "device_ip":rank_address[42], + "rank_id":"42" + }, + { + "device_id":"3", + "device_ip":rank_address[43], + "rank_id":"43" + }, + { + "device_id":"4", + "device_ip":rank_address[44], + "rank_id":"44" + }, + { + "device_id":"5", + "device_ip":rank_address[45], + "rank_id":"45" + }, + { + "device_id":"6", + "device_ip":rank_address[46], + "rank_id":"46" + }, + { + "device_id":"7", + "device_ip":rank_address[47], + "rank_id":"47" + } + ]}, + { + "server_id":server[6], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[48], + "rank_id":"48" + }, + { + "device_id":"1", + "device_ip":rank_address[49], + "rank_id":"49" + }, + { + "device_id":"2", + "device_ip":rank_address[50], + "rank_id":"50" + }, + { + "device_id":"3", + "device_ip":rank_address[51], + "rank_id":"51" + }, + { + "device_id":"4", + "device_ip":rank_address[52], + "rank_id":"52" + }, + { + "device_id":"5", + "device_ip":rank_address[53], + "rank_id":"53" + }, + { + "device_id":"6", + "device_ip":rank_address[54], + "rank_id":"54" + }, + { + "device_id":"7", + "device_ip":rank_address[55], + "rank_id":"55" + } + ]} + ], + "status":"completed", + "version":"1.0" + } + + + + +elif FLAGS.npu_nums == 8: + rank = { + "server_count":"8", + "server_list":[ + { + "server_id":server[0], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[0], + "rank_id":"0" + }, + { + "device_id":"1", + "device_ip":rank_address[1], + "rank_id":"1" + }, + { + "device_id":"2", + "device_ip":rank_address[2], + "rank_id":"2" + }, + { + "device_id":"3", + "device_ip":rank_address[3], + "rank_id":"3" + }, + { + "device_id":"4", + "device_ip":rank_address[4], + "rank_id":"4" + }, + { + "device_id":"5", + "device_ip":rank_address[5], + "rank_id":"5" + }, + { + "device_id":"6", + "device_ip":rank_address[6], + "rank_id":"6" + }, + { + "device_id":"7", + "device_ip":rank_address[7], + "rank_id":"7" + } + ]}, + + + { + "server_id":server[1], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[8], + "rank_id":"8" + }, + { + "device_id":"1", + "device_ip":rank_address[9], + "rank_id":"9" + }, + { + "device_id":"2", + "device_ip":rank_address[10], + "rank_id":"10" + }, + { + "device_id":"3", + "device_ip":rank_address[11], + "rank_id":"11" + }, + { + "device_id":"4", + "device_ip":rank_address[12], + "rank_id":"12" + }, + { + "device_id":"5", + "device_ip":rank_address[13], + "rank_id":"13" + }, + { + "device_id":"6", + "device_ip":rank_address[14], + "rank_id":"14" + }, + { + "device_id":"7", + "device_ip":rank_address[15], + "rank_id":"15" + } + ]}, + { + "server_id":server[2], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[16], + "rank_id":"16" + }, + { + "device_id":"1", + "device_ip":rank_address[17], + "rank_id":"17" + }, + { + "device_id":"2", + "device_ip":rank_address[18], + "rank_id":"18" + }, + { + "device_id":"3", + "device_ip":rank_address[19], + "rank_id":"19" + }, + { + "device_id":"4", + "device_ip":rank_address[20], + "rank_id":"20" + }, + { + "device_id":"5", + "device_ip":rank_address[21], + "rank_id":"21" + }, + { + "device_id":"6", + "device_ip":rank_address[22], + "rank_id":"22" + }, + { + "device_id":"7", + "device_ip":rank_address[23], + "rank_id":"23" + } + ]}, + { + "server_id":server[3], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[24], + "rank_id":"24" + }, + { + "device_id":"1", + "device_ip":rank_address[25], + "rank_id":"25" + }, + { + "device_id":"2", + "device_ip":rank_address[26], + "rank_id":"26" + }, + { + "device_id":"3", + "device_ip":rank_address[27], + "rank_id":"27" + }, + { + "device_id":"4", + "device_ip":rank_address[28], + "rank_id":"28" + }, + { + "device_id":"5", + "device_ip":rank_address[29], + "rank_id":"29" + }, + { + "device_id":"6", + "device_ip":rank_address[30], + "rank_id":"30" + }, + { + "device_id":"7", + "device_ip":rank_address[31], + "rank_id":"31" + } + ]}, + { + "server_id":server[4], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[32], + "rank_id":"32" + }, + { + "device_id":"1", + "device_ip":rank_address[33], + "rank_id":"33" + }, + { + "device_id":"2", + "device_ip":rank_address[34], + "rank_id":"34" + }, + { + "device_id":"3", + "device_ip":rank_address[35], + "rank_id":"35" + }, + { + "device_id":"4", + "device_ip":rank_address[36], + "rank_id":"36" + }, + { + "device_id":"5", + "device_ip":rank_address[37], + "rank_id":"37" + }, + { + "device_id":"6", + "device_ip":rank_address[38], + "rank_id":"38" + }, + { + "device_id":"7", + "device_ip":rank_address[39], + "rank_id":"39" + } + ]}, + { + "server_id":server[5], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[40], + "rank_id":"40" + }, + { + "device_id":"1", + "device_ip":rank_address[41], + "rank_id":"41" + }, + { + "device_id":"2", + "device_ip":rank_address[42], + "rank_id":"42" + }, + { + "device_id":"3", + "device_ip":rank_address[43], + "rank_id":"43" + }, + { + "device_id":"4", + "device_ip":rank_address[44], + "rank_id":"44" + }, + { + "device_id":"5", + "device_ip":rank_address[45], + "rank_id":"45" + }, + { + "device_id":"6", + "device_ip":rank_address[46], + "rank_id":"46" + }, + { + "device_id":"7", + "device_ip":rank_address[47], + "rank_id":"47" + } + ]}, + { + "server_id":server[6], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[48], + "rank_id":"48" + }, + { + "device_id":"1", + "device_ip":rank_address[49], + "rank_id":"49" + }, + { + "device_id":"2", + "device_ip":rank_address[50], + "rank_id":"50" + }, + { + "device_id":"3", + "device_ip":rank_address[51], + "rank_id":"51" + }, + { + "device_id":"4", + "device_ip":rank_address[52], + "rank_id":"52" + }, + { + "device_id":"5", + "device_ip":rank_address[53], + "rank_id":"53" + }, + { + "device_id":"6", + "device_ip":rank_address[54], + "rank_id":"54" + }, + { + "device_id":"7", + "device_ip":rank_address[55], + "rank_id":"55" + } + ]}, + { + "server_id":server[7], + "device":[ + { + "device_id":"0", + "device_ip":rank_address[56], + "rank_id":"56" + }, + { + "device_id":"1", + "device_ip":rank_address[57], + "rank_id":"57" + }, + { + "device_id":"2", + "device_ip":rank_address[58], + "rank_id":"58" + }, + { + "device_id":"3", + "device_ip":rank_address[59], + "rank_id":"59" + }, + { + "device_id":"4", + "device_ip":rank_address[60], + "rank_id":"60" + }, + { + "device_id":"5", + "device_ip":rank_address[61], + "rank_id":"61" + }, + { + "device_id":"6", + "device_ip":rank_address[62], + "rank_id":"62" + }, + { + "device_id":"7", + "device_ip":rank_address[63], + "rank_id":"63" + } + ]} + ], + "status":"completed", + "version":"1.0" + } + + + + +with open("rank_table.json", "w") as f: + json.dump(rank, f) + + + + + + -- Gitee