From 358ac1ef76fe4374b4aeeda08606755db01dc6fe Mon Sep 17 00:00:00 2001 From: LDOUBLEV Date: Thu, 11 Nov 2021 15:36:31 +0800 Subject: [PATCH] split jeston inference --- ..._gpu_normal_normal_infer_python_jetson.txt | 37 +--- test_tipc/test_inference_jeston.sh | 165 ++++++++++++++++++ 2 files changed, 167 insertions(+), 35 deletions(-) create mode 100644 test_tipc/test_inference_jeston.sh diff --git a/test_tipc/configs/ppocr_det_mobile/model_linux_gpu_normal_normal_infer_python_jetson.txt b/test_tipc/configs/ppocr_det_mobile/model_linux_gpu_normal_normal_infer_python_jetson.txt index 7e2bba24..7d3f60bd 100644 --- a/test_tipc/configs/ppocr_det_mobile/model_linux_gpu_normal_normal_infer_python_jetson.txt +++ b/test_tipc/configs/ppocr_det_mobile/model_linux_gpu_normal_normal_infer_python_jetson.txt @@ -1,40 +1,7 @@ -===========================train_params=========================== +===========================infer_params=========================== model_name:ocr_det python:python -gpu_list:null -Global.use_gpu:null -Global.auto_cast:null -Global.epoch_num:null -Global.save_model_dir:null -Train.loader.batch_size_per_card:null -Global.pretrained_model:null -train_model_name:latest -train_infer_img_dir:null -null:null -## -trainer:null -norm_train:null -pact_train:null -fpgm_train:null -distill_train:null -null:null -null:null -## -===========================eval_params=========================== -eval:null -null:null -## -===========================infer_params=========================== -Global.save_inference_dir:./output/ -Global.pretrained_model:null -norm_export:null -quant_export:null -fpgm_export:null -distill_export:null -export1:null -export2:null -inference_dir:null -train_model:./inference/ch_ppocr_mobile_v2.0_det_infer +infer_model:./inference/ch_ppocr_mobile_v2.0_det_infer infer_export:null infer_quant:False inference:tools/infer/predict_det.py diff --git a/test_tipc/test_inference_jeston.sh b/test_tipc/test_inference_jeston.sh new file mode 100644 index 00000000..c8d0d7d6 --- /dev/null +++ b/test_tipc/test_inference_jeston.sh @@ -0,0 +1,165 @@ +#!/bin/bash +source test_tipc/common_func.sh + +FILENAME=$1 +# MODE be one of ['whole_infer'] +MODE=$2 + +dataline=$(awk 'NR==1, NR==17{print}' $FILENAME) + +# parser params +IFS=$'\n' +lines=(${dataline}) + +model_name=$(func_parser_value "${lines[1]}") +python=$(func_parser_value "${lines[2]}") + +infer_model_dir_list=$(func_parser_value "${lines[3]}") +infer_export_list=$(func_parser_value "${lines[4]}") +infer_is_quant=$(func_parser_value "${lines[5]}") +# parser inference +inference_py=$(func_parser_value "${lines[6]}") +use_gpu_key=$(func_parser_key "${lines[7]}") +use_gpu_list=$(func_parser_value "${lines[7]}") +use_mkldnn_key=$(func_parser_key "${lines[8]}") +use_mkldnn_list=$(func_parser_value "${lines[8]}") +cpu_threads_key=$(func_parser_key "${lines[9]}") +cpu_threads_list=$(func_parser_value "${lines[9]}") +batch_size_key=$(func_parser_key "${lines[10]}") +batch_size_list=$(func_parser_value "${lines[10]}") +use_trt_key=$(func_parser_key "${lines[11]}") +use_trt_list=$(func_parser_value "${lines[11]}") +precision_key=$(func_parser_key "${lines[12]}") +precision_list=$(func_parser_value "${lines[12]}") +infer_model_key=$(func_parser_key "${lines[13]}") +image_dir_key=$(func_parser_key "${lines[14]}") +infer_img_dir=$(func_parser_value "${lines[14]}") +save_log_key=$(func_parser_key "${lines[15]}") +benchmark_key=$(func_parser_key "${lines[16]}") +benchmark_value=$(func_parser_value "${lines[16]}") +infer_key1=$(func_parser_key "${lines[17]}") +infer_value1=$(func_parser_value "${lines[17]}") + + +LOG_PATH="./test_tipc/output" +mkdir -p ${LOG_PATH} +status_log="${LOG_PATH}/results_python.log" + +function func_inference(){ + IFS='|' + _python=$1 + _script=$2 + _model_dir=$3 + _log_path=$4 + _img_dir=$5 + _flag_quant=$6 + # inference + for use_gpu in ${use_gpu_list[*]}; do + if [ ${use_gpu} = "False" ] || [ ${use_gpu} = "cpu" ]; then + for use_mkldnn in ${use_mkldnn_list[*]}; do + if [ ${use_mkldnn} = "False" ] && [ ${_flag_quant} = "True" ]; then + continue + fi + for threads in ${cpu_threads_list[*]}; do + for batch_size in ${batch_size_list[*]}; do + for precision in ${precision_list[*]}; do + if [ ${use_mkldnn} = "False" ] && [ ${precision} = "fp16" ]; then + continue + fi # skip when enable fp16 but disable mkldnn + if [ ${_flag_quant} = "True" ] && [ ${precision} != "int8" ]; then + continue + fi # skip when quant model inference but precision is not int8 + set_precision=$(func_set_params "${precision_key}" "${precision}") + + _save_log_path="${_log_path}/python_infer_cpu_usemkldnn_${use_mkldnn}_threads_${threads}_precision_${precision}_batchsize_${batch_size}.log" + set_infer_data=$(func_set_params "${image_dir_key}" "${_img_dir}") + set_benchmark=$(func_set_params "${benchmark_key}" "${benchmark_value}") + set_batchsize=$(func_set_params "${batch_size_key}" "${batch_size}") + set_cpu_threads=$(func_set_params "${cpu_threads_key}" "${threads}") + set_model_dir=$(func_set_params "${infer_model_key}" "${_model_dir}") + set_infer_params1=$(func_set_params "${infer_key1}" "${infer_value1}") + command="${_python} ${_script} ${use_gpu_key}=${use_gpu} ${use_mkldnn_key}=${use_mkldnn} ${set_cpu_threads} ${set_model_dir} ${set_batchsize} ${set_infer_data} ${set_benchmark} ${set_precision} ${set_infer_params1} > ${_save_log_path} 2>&1 " + eval $command + last_status=${PIPESTATUS[0]} + eval "cat ${_save_log_path}" + status_check $last_status "${command}" "${status_log}" + done + done + done + done + elif [ ${use_gpu} = "True" ] || [ ${use_gpu} = "gpu" ]; then + for use_trt in ${use_trt_list[*]}; do + for precision in ${precision_list[*]}; do + if [[ ${_flag_quant} = "False" ]] && [[ ${precision} =~ "int8" ]]; then + continue + fi + if [[ ${precision} =~ "fp16" || ${precision} =~ "int8" ]] && [ ${use_trt} = "False" ]; then + continue + fi + if [[ ${use_trt} = "False" || ${precision} =~ "int8" ]] && [ ${_flag_quant} = "True" ]; then + continue + fi + for batch_size in ${batch_size_list[*]}; do + _save_log_path="${_log_path}/python_infer_gpu_usetrt_${use_trt}_precision_${precision}_batchsize_${batch_size}.log" + set_infer_data=$(func_set_params "${image_dir_key}" "${_img_dir}") + set_benchmark=$(func_set_params "${benchmark_key}" "${benchmark_value}") + set_batchsize=$(func_set_params "${batch_size_key}" "${batch_size}") + set_tensorrt=$(func_set_params "${use_trt_key}" "${use_trt}") + set_precision=$(func_set_params "${precision_key}" "${precision}") + set_model_dir=$(func_set_params "${infer_model_key}" "${_model_dir}") + set_infer_params1=$(func_set_params "${infer_key1}" "${infer_value1}") + command="${_python} ${_script} ${use_gpu_key}=${use_gpu} ${set_tensorrt} ${set_precision} ${set_model_dir} ${set_batchsize} ${set_infer_data} ${set_benchmark} ${set_infer_params1} > ${_save_log_path} 2>&1 " + eval $command + last_status=${PIPESTATUS[0]} + eval "cat ${_save_log_path}" + status_check $last_status "${command}" "${status_log}" + + done + done + done + else + echo "Does not support hardware other than CPU and GPU Currently!" + fi + done +} + + + +if [ ${MODE} = "klquant_whole_infer" ]; then + GPUID=$3 + if [ ${#GPUID} -le 0 ];then + env=" " + else + env="export CUDA_VISIBLE_DEVICES=${GPUID}" + fi + # set CUDA_VISIBLE_DEVICES + eval $env + export Count=0 + IFS="|" + infer_run_exports=(${infer_export_list}) + infer_quant_flag=(${infer_is_quant}) + for infer_model in ${infer_model_dir_list[*]}; do + # run export + if [ ${infer_run_exports[Count]} != "null" ];then + save_infer_dir=$(dirname $infer_model) + set_export_weight=$(func_set_params "${export_weight}" "${infer_model}") + set_save_infer_key=$(func_set_params "${save_infer_key}" "${save_infer_dir}") + export_cmd="${python} ${infer_run_exports[Count]} ${set_export_weight} ${set_save_infer_key}" + echo ${infer_run_exports[Count]} + echo $export_cmd + eval $export_cmd + status_export=$? + status_check $status_export "${export_cmd}" "${status_log}" + else + save_infer_dir=${infer_model} + fi + #run inference + is_quant=${infer_quant_flag[Count]} + if [ ${MODE} = "klquant_infer" ]; then + is_quant="True" + fi + func_inference "${python}" "${inference_py}" "${save_infer_dir}" "${LOG_PATH}" "${infer_img_dir}" ${is_quant} + Count=$(($Count + 1)) + done +fi + -- GitLab