更换文档检测模型

paddle_detection/test_tipc/README.md

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+
+# 飞桨训推一体认证
+
+## 1. 简介
+
+飞桨除了基本的模型训练和预测，还提供了支持多端多平台的高性能推理部署工具。
+本文档提供了PaddleDetection中所有模型的飞桨训推一体认证 (Training and Inference Pipeline Certification(TIPC)) 信息和测试工具，
+方便用户查阅每种模型的训练推理部署打通情况，并可以进行一键测试。
+
+<div align="center">
+    <img src="docs/guide.png" width="1000">
+</div>
+
+## 2. 汇总信息
+
+已填写的部分表示可以使用本工具进行一键测试，未填写的表示正在支持中。
+
+**字段说明：**
+- 基础训练预测：包括模型训练、Paddle Inference Python预测。
+- 更多训练方式：包括多机多卡、混合精度。
+- 模型压缩：包括裁剪、离线/在线量化、蒸馏。
+- 其他预测部署：包括Paddle Inference C++预测、Paddle Serving部署、Paddle-Lite部署等。
+
+更详细的mkldnn、Tensorrt等预测加速相关功能的支持情况可以查看各测试工具的[更多教程](#more)。
+
+| 算法论文 | 模型名称                                                                               | 模型类型 | 基础<br>训练预测 | 更多<br>训练方式 | 模型压缩 |  其他预测部署  |
+| :--- |:-----------------------------------------------------------------------------------| :----: | :--------: | :---- | :---- | :---- |
+| [PPYOLO](https://arxiv.org/abs/2007.12099) | [ppyolo_mbv3_large_coco](../configs/ppyolo/ppyolo_mbv3_large_coco.yml)             | 目标检测  | 支持 | 混合精度 | FPGM裁剪 <br> PACT量化 <br> 离线量化 | Paddle Inference: C++  |
+| [PPYOLOv2](https://arxiv.org/abs/2104.10419) | [ppyolov2_r50vd_dcn_365e_coco](../configs/ppyolo/ppyolov2_r50vd_dcn_365e_coco.yml) | 目标检测  | 支持 | 多机多卡 <br> 混合精度 |  | Paddle Inference: C++  |
+| [PP-PicoDet](https://arxiv.org/abs/2111.00902) | [picodet_s_320_coco_lcnet](../configs/picodet/picodet_s_320_coco_lcnet.yml)        | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+
+更详细的汇总信息可以查看[更多模型](docs/more_models.md)
+
+## 3. 测试工具简介
+### 目录介绍
+
+```shell
+test_tipc/
+├── configs/          # 配置文件目录
+│   ├── ppyolo        # ppyolo参数目录
+│   │   ├──ppyolo_mbv3_large_coco.txt
+│   │   ├──ppyolo_r50vd_dcn_1x_coco.txt
+│   │   ├──ppyolov2_r50vd_dcn_365e_coco.txt
+│   ├── yolov3        # yolov3参数目录
+│   │   ├──yolov3_darknet53_270e_coco.txt
+│   ├── ...
+├── docs/             # 相关说明文档目录
+│   ├── ...
+├── results/          # 预先保存的预测结果，用于和实际预测结果进行精读比对
+│   ├── xxx.txt
+│   ├── ...
+├── compare_results.py                # 用于对比log中的预测结果与results中的预存结果精度误差是否在限定范围内
+├── prepare.sh                        # 完成test_*.sh运行所需要的数据和模型下载
+├── README.md                         # 使用文档
+├── test_inference_cpp.sh             # 测试c++预测的主程序
+├── test_lite.sh                      # 测试lite部署预测的主程序
+├── test_serving.sh                   # 测试serving部署预测的主程序
+├── test_train_inference_python.sh    # 测试python训练预测的主程序
+└── utils_func.sh                     # test_*.sh中需要用到的工具类函数
+```
+
+### 测试流程概述
+使用本工具，可以测试不同功能的支持情况，以及预测结果是否对齐，测试流程概括如下：
+<div align="center">
+    <img src="docs/test.png" width="800">
+</div>
+
+1. 运行prepare.sh准备测试所需数据和模型；
+2. 运行要测试的功能对应的测试脚本`test_*.sh`，产出log，由log可以看到不同配置是否运行成功；
+3. 用`compare_results.py`对比log中的预测结果和预存在results目录下的结果，判断预测精度是否符合预期（在误差范围内）。
+
+测试单项功能仅需两行命令，**如需测试不同模型/功能，替换配置文件即可**，命令格式如下：
+```shell
+# 功能：准备数据
+# 格式：bash + 运行脚本 + 参数1: 配置文件选择 + 参数2: 模式选择
+bash test_tipc/prepare.sh  configs/[model_name]/[params_file_name]  [Mode]
+
+# 功能：运行测试
+# 格式：bash + 运行脚本 + 参数1: 配置文件选择 + 参数2: 模式选择
+bash test_tipc/test_train_inference_python.sh configs/[model_name]/[params_file_name]  [Mode]
+```
+
+例如，测试基本训练预测功能的`lite_train_lite_infer`模式，运行：
+```shell
+# 准备数据
+bash test_tipc/prepare.sh ./test_tipc/configs/yolov3/yolov3_darknet53_270e_coco_train_infer_python.txt 'lite_train_lite_infer'
+# 运行测试
+bash test_tipc/test_train_inference_python.sh ./test_tipc/configs/yolov3/yolov3_darknet53_270e_coco_train_infer_python.txt 'lite_train_lite_infer'
+```  
+关于本示例命令的更多信息可查看[基础训练预测使用文档](docs/test_train_inference_python.md)。
+
+### 配置文件命名规范
+在`configs`目录下，**按模型名称划分为子目录**，子目录中存放所有该模型测试需要用到的配置文件，配置文件的命名遵循如下规范：
+
+1. 基础训练预测配置简单命名为：`train_infer_python.txt`，表示**Linux环境下单机、不使用混合精度训练+python预测**，其完整命名对应`train_linux_gpu_normal_normal_infer_python_linux_gpu_cpu.txt`，由于本配置文件使用频率较高，这里进行了名称简化。
+
+2. 其他带训练配置命名格式为：`train_训练硬件环境(linux_gpu/linux_dcu/…)_是否多机(fleet/normal)_是否混合精度(amp/normal)_预测模式(infer/lite/serving/js)_语言(cpp/python/java)_预测硬件环境(linux_gpu/mac/jetson/opencl_arm_gpu/...).txt`。如，linux gpu下多机多卡+混合精度链条测试对应配置 `train_linux_gpu_fleet_amp_infer_python_linux_gpu_cpu.txt`，linux dcu下基础训练预测对应配置 `train_linux_dcu_normal_normal_infer_python_linux_dcu.txt`。
+
+3. 仅预测的配置（如serving、lite等）命名格式：`model_训练硬件环境(linux_gpu/linux_dcu/…)_是否多机(fleet/normal)_是否混合精度(amp/normal)_(infer/lite/serving/js)_语言(cpp/python/java)_预测硬件环境(linux_gpu/mac/jetson/opencl_arm_gpu/...).txt`，即，与2相比，仅第一个字段从train换为model，测试时模型直接下载获取，这里的“训练硬件环境”表示所测试的模型是在哪种环境下训练得到的。
+
+**根据上述命名规范，可以直接从子目录名称和配置文件名找到需要测试的场景和功能对应的配置文件。**
+
+
+<a name="more"></a>
+## 4. 开始测试
+各功能测试中涉及混合精度、裁剪、量化等训练相关，及mkldnn、Tensorrt等多种预测相关参数配置，请点击下方相应链接了解更多细节和使用教程：  
+- [test_train_inference_python 使用](docs/test_train_inference_python.md) ：测试基于Python的模型训练、评估、推理等基本功能，包括裁剪、量化、蒸馏。
+- [test_train_fleet_inference_python 使用](./docs/test_train_fleet_inference_python.md)：测试基于Python的多机多卡训练与推理等基本功能。
+- [test_inference_cpp 使用](docs/test_inference_cpp.md)：测试基于C++的模型推理。
+- [test_serving 使用](docs/test_serving.md)：测试基于Paddle Serving的服务化部署功能，包括Python、C++。
+- test_lite_arm_cpu_cpp 使用（待开发）：测试基于Paddle-Lite的ARM CPU端c++预测部署功能。
+- [test_paddle2onnx 使用](docs/test_paddle2onnx.md)：测试Paddle2ONNX的模型转化功能，并验证正确性。
+- [test_ptq_inference_python 使用](docs/test_ptq_inference_python.md)：测试基于Python的离线量化功能。

paddle_detection/test_tipc/benchmark_train.sh

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+#!/bin/bash
+source test_tipc/utils_func.sh
+
+# set env
+python=python
+export model_branch=`git symbolic-ref HEAD 2>/dev/null | cut -d"/" -f 3`
+export model_commit=$(git log|head -n1|awk '{print $2}')
+export str_tmp=$(echo `pip list|grep paddlepaddle-gpu|awk -F ' ' '{print $2}'`)
+export frame_version=${str_tmp%%.post*}
+export frame_commit=$(echo `${python} -c "import paddle;print(paddle.version.commit)"`)
+
+# run benchmark sh
+# Usage:
+# bash run_benchmark_train.sh config.txt params
+# or
+# bash run_benchmark_train.sh config.txt
+
+function func_parser_params(){
+    strs=$1
+    IFS="="
+    array=(${strs})
+    tmp=${array[1]}
+    echo ${tmp}
+}
+
+function set_dynamic_epoch(){
+    string=$1
+    num=$2
+    _str=${string:1:6}
+    IFS="C"
+    arr=(${_str})
+    M=${arr[0]}
+    P=${arr[1]}
+    ep=`expr $num \* $P`
+    echo $ep
+}
+
+function func_sed_params(){
+    filename=$1
+    line=$2
+    param_value=$3
+    params=`sed -n "${line}p" $filename`
+    IFS=":"
+    array=(${params})
+    key=${array[0]}
+    new_params="${key}:${param_value}"
+    IFS=";"
+    cmd="sed -i '${line}s/.*/${new_params}/' '${filename}'"
+    eval $cmd
+}
+
+function set_gpu_id(){
+    string=$1
+    _str=${string:1:6}
+    IFS="C"
+    arr=(${_str})
+    M=${arr[0]}
+    P=${arr[1]}
+    gn=`expr $P - 1`
+    gpu_num=`expr $gn / $M`
+    seq=`seq -s "," 0 $gpu_num`
+    echo $seq
+}
+
+function get_repo_name(){
+    IFS=";"
+    cur_dir=$(pwd)
+    IFS="/"
+    arr=(${cur_dir})
+    echo ${arr[-1]}
+}
+
+FILENAME=$1
+# copy FILENAME as new
+new_filename="./test_tipc/benchmark_train.txt"
+cmd=`yes|cp $FILENAME $new_filename`
+FILENAME=$new_filename
+# MODE must be one of ['benchmark_train']
+MODE=$2
+PARAMS=$3
+# bash test_tipc/benchmark_train.sh test_tipc/configs/det_mv3_db_v2_0/train_benchmark.txt  benchmark_train dynamic_bs8_null_DP_N1C1
+IFS=$'\n'
+# parser params from train_benchmark.txt
+dataline=`cat $FILENAME`
+# parser params
+IFS=$'\n'
+lines=(${dataline})
+model_name=$(func_parser_value "${lines[1]}")
+
+# 获取benchmark_params所在的行数
+line_num=`grep -n -w "train_benchmark_params" $FILENAME  | cut -d ":" -f 1`
+# for train log parser
+batch_size=$(func_parser_value "${lines[line_num]}")
+line_num=`expr $line_num + 1`
+fp_items=$(func_parser_value "${lines[line_num]}")
+line_num=`expr $line_num + 1`
+epoch=$(func_parser_value "${lines[line_num]}")
+line_num=`expr $line_num + 1`
+repeat=$(func_parser_value "${lines[line_num]}")
+
+line_num=`expr $line_num + 1`
+profile_option_key=$(func_parser_key "${lines[line_num]}")
+profile_option_params=$(func_parser_value "${lines[line_num]}")
+profile_option="${profile_option_key}:${profile_option_params}"
+
+line_num=`expr $line_num + 1`
+flags_value=$(func_parser_value "${lines[line_num]}")
+if [ ${flags_value} != "null" ];then
+    # set flags
+    IFS=";"
+    flags_list=(${flags_value})
+    for _flag in ${flags_list[*]}; do
+        cmd="export ${_flag}"
+        eval $cmd
+    done
+fi
+
+# set log_name
+repo_name=$(get_repo_name )
+SAVE_LOG=${BENCHMARK_LOG_DIR:-$(pwd)}   # */benchmark_log
+mkdir -p "${SAVE_LOG}/benchmark_log/"
+status_log="${SAVE_LOG}/benchmark_log/results.log"
+# get benchmark profiling params : PROFILING_TIMER_ONLY=no|True|False
+PROFILING_TIMER_ONLY=${PROFILING_TIMER_ONLY:-"True"}
+
+# The number of lines in which train params can be replaced.
+line_python=3
+line_gpuid=4
+line_precision=6
+line_epoch=7
+line_batchsize=9
+line_profile=13
+line_eval_py=24
+line_export_py=30
+
+func_sed_params "$FILENAME" "${line_eval_py}" "null"
+func_sed_params "$FILENAME" "${line_export_py}" "null"
+func_sed_params "$FILENAME" "${line_python}"  "${python}"
+
+# if params
+if  [ ! -n "$PARAMS" ] ;then
+    # PARAMS input is not a word.
+    IFS="|"
+    batch_size_list=(${batch_size})
+    fp_items_list=(${fp_items})
+    device_num="N1C4"
+    device_num_list=($device_num)
+    run_mode="DP"
+elif [[ ${PARAMS} = "dynamicTostatic" ]] ;then
+    IFS="|"
+    model_type=$PARAMS
+    batch_size_list=(${batch_size})
+    fp_items_list=(${fp_items})
+    device_num="N1C4"
+    device_num_list=($device_num)
+    run_mode="DP"
+else
+    # parser params from input: modeltype_bs${bs_item}_${fp_item}_${run_mode}_${device_num}
+    IFS="_"
+    params_list=(${PARAMS})
+    model_type=${params_list[0]}
+    batch_size=${params_list[1]}
+    batch_size=`echo  ${batch_size} | tr -cd "[0-9]" `
+    precision=${params_list[2]}
+    run_mode=${params_list[3]}
+    device_num=${params_list[4]}
+    IFS=";"
+
+    if [ ${precision} = "null" ];then
+        precision="fp32"
+    fi
+
+    fp_items_list=($precision)
+    batch_size_list=($batch_size)
+    device_num_list=($device_num)
+fi
+
+# for log name
+to_static=""
+# parse "to_static" options and modify trainer into "to_static_trainer"
+if [[ ${model_type} = "dynamicTostatic" ]];then
+    to_static="d2sT_"
+    sed -i 's/trainer:norm_train/trainer:to_static_train/g' $FILENAME
+fi
+
+
+
+if [[ ${model_name} =~ "higherhrnet" ]] || [[ ${model_name} =~ "hrnet" ]] || [[ ${model_name} =~ "tinypose" ]] || [[ ${model_name} =~ "ppyoloe_r_crn_s_3x_spine_coco" ]] ;then
+    echo "${model_name} run on full coco dataset"
+    epoch=$(set_dynamic_epoch $device_num $epoch)
+else
+    epoch=1
+    repeat=$(set_dynamic_epoch $device_num $repeat)
+    eval "sed -i '10c\  repeat: ${repeat}' configs/datasets/coco_detection.yml"
+    eval "sed -i '10c\  repeat: ${repeat}' configs/datasets/coco_instance.yml"
+    eval "sed -i '10c\    repeat: ${repeat}' configs/datasets/mot.yml"
+fi
+
+IFS="|"
+for batch_size in ${batch_size_list[*]}; do
+    for precision in ${fp_items_list[*]}; do
+        for device_num in ${device_num_list[*]}; do
+            # sed batchsize and precision
+            func_sed_params "$FILENAME" "${line_precision}" "$precision"
+            func_sed_params "$FILENAME" "${line_batchsize}" "$MODE=$batch_size"
+            func_sed_params "$FILENAME" "${line_epoch}" "$MODE=$epoch"
+            gpu_id=$(set_gpu_id $device_num)
+
+            if [ ${#gpu_id} -le 1 ];then
+                func_sed_params "$FILENAME" "${line_gpuid}" "0"  # sed used gpu_id
+                if [[ ${PROFILING_TIMER_ONLY} != "no" ]];then
+                    echo "run profile"
+                    # The default value of profile_option's timer_only parameter is True
+                    if [[ ${PROFILING_TIMER_ONLY} = "False" ]];then
+                        profile_option="${profile_option};timer_only=False"
+                    fi
+                    log_path="$SAVE_LOG/profiling_log"
+                    mkdir -p $log_path
+                    log_name="${repo_name}_${model_name}_bs${batch_size}_${precision}_${run_mode}_${device_num}_${to_static}profiling"
+                    # set profile_option params
+                    tmp=`sed -i "${line_profile}s/.*/\"${profile_option}\"/" "${FILENAME}"`
+
+                    # run test_train_inference_python.sh
+                    cmd="timeout 5m bash test_tipc/test_train_inference_python.sh ${FILENAME} benchmark_train > ${log_path}/${log_name} 2>&1 "
+                    echo $cmd
+                    eval ${cmd}
+                    eval "cat ${log_path}/${log_name}"
+                fi
+                echo "run without profile"
+                # without profile
+                log_path="$SAVE_LOG/train_log"
+                speed_log_path="$SAVE_LOG/index"
+                mkdir -p $log_path
+                mkdir -p $speed_log_path
+                log_name="${repo_name}_${model_name}_bs${batch_size}_${precision}_${run_mode}_${device_num}_${to_static}log"
+                speed_log_name="${repo_name}_${model_name}_bs${batch_size}_${precision}_${run_mode}_${device_num}_${to_static}speed"
+                func_sed_params "$FILENAME" "${line_profile}" "null"  # sed profile_id as null
+                cmd="bash test_tipc/test_train_inference_python.sh ${FILENAME} benchmark_train > ${log_path}/${log_name} 2>&1 "
+                echo $cmd
+                job_bt=`date '+%Y%m%d%H%M%S'`
+                eval $cmd
+                job_et=`date '+%Y%m%d%H%M%S'`
+                export model_run_time=$((${job_et}-${job_bt}))
+                eval "cat ${log_path}/${log_name}"
+
+                # parser log
+                _model_name="${model_name}_bs${batch_size}_${precision}_${run_mode}"
+                cmd="${python} ${BENCHMARK_ROOT}/scripts/analysis.py --filename ${log_path}/${log_name} \
+                        --speed_log_file '${speed_log_path}/${speed_log_name}' \
+                        --model_name ${_model_name} \
+                        --base_batch_size ${batch_size} \
+                        --run_mode ${run_mode} \
+                        --fp_item ${precision} \
+                        --keyword ips: \
+                        --skip_steps 4 \
+                        --device_num ${device_num} \
+                        --speed_unit images/s \
+                        --convergence_key loss: "
+                echo $cmd
+                eval $cmd
+                last_status=${PIPESTATUS[0]}
+                status_check $last_status "${cmd}" "${status_log}" "${model_name}"
+            else
+                IFS=";"
+                unset_env=`unset CUDA_VISIBLE_DEVICES`
+                log_path="$SAVE_LOG/train_log"
+                speed_log_path="$SAVE_LOG/index"
+                mkdir -p $log_path
+                mkdir -p $speed_log_path
+                log_name="${repo_name}_${model_name}_bs${batch_size}_${precision}_${run_mode}_${device_num}_${to_static}log"
+                speed_log_name="${repo_name}_${model_name}_bs${batch_size}_${precision}_${run_mode}_${device_num}_${to_static}speed"
+                func_sed_params "$FILENAME" "${line_gpuid}" "$gpu_id"  # sed used gpu_id
+                func_sed_params "$FILENAME" "${line_profile}" "null"  # sed --profile_option as null
+                cmd="bash test_tipc/test_train_inference_python.sh ${FILENAME} benchmark_train > ${log_path}/${log_name} 2>&1 "
+                echo $cmd
+                job_bt=`date '+%Y%m%d%H%M%S'`
+                eval $cmd
+                job_et=`date '+%Y%m%d%H%M%S'`
+                export model_run_time=$((${job_et}-${job_bt}))
+                eval "cat ${log_path}/${log_name}"
+                # parser log
+                _model_name="${model_name}_bs${batch_size}_${precision}_${run_mode}"
+
+                cmd="${python} ${BENCHMARK_ROOT}/scripts/analysis.py --filename ${log_path}/${log_name} \
+                        --speed_log_file '${speed_log_path}/${speed_log_name}' \
+                        --model_name ${_model_name} \
+                        --base_batch_size ${batch_size} \
+                        --run_mode ${run_mode} \
+                        --fp_item ${precision} \
+                        --keyword ips: \
+                        --skip_steps 4 \
+                        --device_num ${device_num} \
+                        --speed_unit images/s \
+                        --convergence_key loss: "
+                echo $cmd
+                eval $cmd
+                last_status=${PIPESTATUS[0]}
+                status_check $last_status "${cmd}" "${status_log}" "${model_name}"
+            fi
+        done
+    done
+done

paddle_detection/test_tipc/compare_results.py

@@ -0,0 +1,140 @@
+import numpy as np
+import os
+import subprocess
+import json
+import argparse
+import glob
+
+
+def init_args():
+    parser = argparse.ArgumentParser()
+    # params for testing assert allclose
+    parser.add_argument("--atol", type=float, default=1e-3)
+    parser.add_argument("--rtol", type=float, default=1e-3)
+    parser.add_argument("--gt_file", type=str, default="")
+    parser.add_argument("--log_file", type=str, default="")
+    parser.add_argument("--precision", type=str, default="fp32")
+    return parser
+
+
+def parse_args():
+    parser = init_args()
+    return parser.parse_args()
+
+
+def run_shell_command(cmd):
+    p = subprocess.Popen(
+        cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True)
+    out, err = p.communicate()
+
+    if p.returncode == 0:
+        return out.decode('utf-8')
+    else:
+        return None
+
+
+def parser_results_from_log_by_name(log_path, names_list):
+    if not os.path.exists(log_path):
+        raise ValueError("The log file {} does not exists!".format(log_path))
+
+    if names_list is None or len(names_list) < 1:
+        return []
+
+    parser_results = {}
+    for name in names_list:
+        cmd = "grep {} {}".format(name, log_path)
+        outs = run_shell_command(cmd)
+        outs = outs.split("\n")[0]
+        result = outs.split("{}".format(name))[-1]
+        try:
+            result = json.loads(result)
+        except:
+            result = np.array([int(r) for r in result.split()]).reshape(-1, 4)
+        parser_results[name] = result
+    return parser_results
+
+
+def load_gt_from_file(gt_file):
+    if not os.path.exists(gt_file):
+        raise ValueError("The log file {} does not exists!".format(gt_file))
+    with open(gt_file, 'r') as f:
+        data = f.readlines()
+        f.close()
+    parser_gt = {}
+    for line in data:
+        image_name, result = line.strip("\n").split("\t")
+        image_name = image_name.split('/')[-1]
+        try:
+            result = json.loads(result)
+        except:
+            result = np.array([int(r) for r in result.split()]).reshape(-1, 4)
+        parser_gt[image_name] = result
+    return parser_gt
+
+
+def load_gt_from_txts(gt_file):
+    gt_list = glob.glob(gt_file)
+    gt_collection = {}
+    for gt_f in gt_list:
+        gt_dict = load_gt_from_file(gt_f)
+        basename = os.path.basename(gt_f)
+        if "fp32" in basename:
+            gt_collection["fp32"] = [gt_dict, gt_f]
+        elif "fp16" in basename:
+            gt_collection["fp16"] = [gt_dict, gt_f]
+        elif "int8" in basename:
+            gt_collection["int8"] = [gt_dict, gt_f]
+        else:
+            continue
+    return gt_collection
+
+
+def collect_predict_from_logs(log_path, key_list):
+    log_list = glob.glob(log_path)
+    pred_collection = {}
+    for log_f in log_list:
+        pred_dict = parser_results_from_log_by_name(log_f, key_list)
+        key = os.path.basename(log_f)
+        pred_collection[key] = pred_dict
+
+    return pred_collection
+
+
+def testing_assert_allclose(dict_x, dict_y, atol=1e-7, rtol=1e-7):
+    for k in dict_x:
+        np.testing.assert_allclose(
+            np.array(dict_x[k]), np.array(dict_y[k]), atol=atol, rtol=rtol)
+
+
+if __name__ == "__main__":
+    # Usage:
+    # python3.7 tests/compare_results.py --gt_file=./tests/results/*.txt  --log_file=./tests/output/infer_*.log
+
+    args = parse_args()
+
+    gt_collection = load_gt_from_txts(args.gt_file)
+    key_list = gt_collection["fp32"][0].keys()
+
+    pred_collection = collect_predict_from_logs(args.log_file, key_list)
+    for filename in pred_collection.keys():
+        if "fp32" in filename:
+            gt_dict, gt_filename = gt_collection["fp32"]
+        elif "fp16" in filename:
+            gt_dict, gt_filename = gt_collection["fp16"]
+        elif "int8" in filename:
+            gt_dict, gt_filename = gt_collection["int8"]
+        else:
+            continue
+        pred_dict = pred_collection[filename]
+
+        try:
+            testing_assert_allclose(
+                gt_dict, pred_dict, atol=args.atol, rtol=args.rtol)
+            print(
+                "Assert allclose passed! The results of {} and {} are consistent!".
+                format(filename, gt_filename))
+        except Exception as E:
+            print(E)
+            raise ValueError(
+                "The results of {} and the results of {} are inconsistent!".
+                format(filename, gt_filename))

paddle_detection/test_tipc/configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco_train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:cascade_mask_rcnn_r50_fpn_1x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=12
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=1
+pretrain_weights:https://paddledet.bj.bcebos.com/models/cascade_mask_rcnn_r50_fpn_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/cascade_mask_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export_onnx:null
+kl_quant_export:tools/post_quant.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x800x1344.npy

paddle_detection/test_tipc/configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco_train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:cascade_rcnn_r50_fpn_1x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=12
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=1
+pretrain_weights:https://paddledet.bj.bcebos.com/models/cascade_rcnn_r50_fpn_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/cascade_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export_onnx:null
+kl_quant_export:tools/post_quant.py -c configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x800x1344.npy

paddle_detection/test_tipc/configs/deformable_detr/deformable_detr_r50_1x_coco_train_infer_python.txt

@@ -0,0 +1,58 @@
+===========================train_params===========================
+model_name:deformable_detr_r50_1x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=50
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=1|lite_train_whole_infer=2|whole_train_whole_infer=2
+pretrain_weights:https://paddledet.bj.bcebos.com/models/deformable_detr_r50_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/deformable_detr/deformable_detr_r50_1x_coco.yml -o
+pact_train:tools/train.py -c configs/deformable_detr/deformable_detr_r50_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/deformable_detr/deformable_detr_r50_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/deformable_detr/deformable_detr_r50_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/deformable_detr_r50_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/deformable_detr/deformable_detr_r50_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/deformable_detr/deformable_detr_r50_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/deformable_detr/deformable_detr_r50_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/deformable_detr/deformable_detr_r50_1x_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================train_benchmark_params==========================
+batch_size:2
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null

paddle_detection/test_tipc/configs/detr/detr_r50_1x_coco_train_infer_python.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:detr_r50_1x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=50
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=1|lite_train_whole_infer=2|whole_train_whole_infer=2
+pretrain_weights:https://paddledet.bj.bcebos.com/models/detr_r50_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/detr/detr_r50_1x_coco.yml -o
+pact_train:tools/train.py -c configs/detr/detr_r50_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/detr/detr_r50_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/detr/detr_r50_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/detr_r50_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/detr/detr_r50_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/detr/detr_r50_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/detr/detr_r50_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/detr/detr_r50_1x_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600

paddle_detection/test_tipc/configs/dino/dino_r50_4scale_1x_coco_train_infer_python.txt

@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:dino_r50_4scale_1x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=2
+pretrain_weights:https://paddledet.bj.bcebos.com/models/pretrained/ResNet50_cos_pretrained.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/dino/dino_r50_4scale_1x_coco.yml -o worker_num=32
+pact_train:tools/train.py -c configs/dino/dino_r50_4scale_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/dino/dino_r50_4scale_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/dino/dino_r50_4scale_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/dino_r50_4scale_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/dino/dino_r50_4scale_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/dino/dino_r50_4scale_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/dino/dino_r50_4scale_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/dino/dino_r50_4scale_1x_coco.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+##
+infer_mode:norm|kl_quant
+infer_quant:False|True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================train_benchmark_params==========================
+batch_size:2
+fp_items:fp32|amp
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x640x640_2.npy

paddle_detection/test_tipc/configs/face_detection/blazeface_1000e_train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:blazeface_1000e
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=1000
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=8
+pretrain_weights:https://paddledet.bj.bcebos.com/models/blazeface_1000e.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/wider_face/WIDER_val/images/0--Parade/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/face_detection/blazeface_1000e.yml -o
+pact_train:tools/train.py -c configs/face_detection/blazeface_1000e.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/face_detection/blazeface_1000e.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/face_detection/blazeface_1000e.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/blazeface_1000e.pdparams
+norm_export:tools/export_model.py -c configs/face_detection/blazeface_1000e.yml -o
+pact_export:tools/export_model.py -c configs/face_detection/blazeface_1000e.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/face_detection/blazeface_1000e.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/face_detection/blazeface_1000e.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/wider_face/WIDER_val/images/0--Parade/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x800x1344.npy

paddle_detection/test_tipc/configs/faster_rcnn/faster_rcnn_r50_1x_coco_train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:faster_rcnn_r50_1x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=12
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=1
+pretrain_weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r50_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r50_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r50_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r50_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/faster_rcnn/faster_rcnn_r50_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r50_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export_onnx:null
+kl_quant_export:tools/post_quant.py -c configs/faster_rcnn/faster_rcnn_r50_1x_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x800x1344.npy

paddle_detection/test_tipc/configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco_train_infer_python.txt

@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:faster_rcnn_r50_fpn_1x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=12
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=1
+pretrain_weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r50_fpn_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export_onnx:null
+kl_quant_export:tools/post_quant.py -c configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================train_benchmark_params==========================
+batch_size:2|8
+fp_items:fp32|fp16
+epoch:1
+repeat:3
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x800x1344.npy

paddle_detection/test_tipc/configs/faster_rcnn/faster_rcnn_swin_tiny_fpn_1x_coco_train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:faster_rcnn_swin_tiny_fpn_1x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=12
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=2
+pretrain_weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_swin_tiny_fpn_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_swin_tiny_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_swin_tiny_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_swin_tiny_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/faster_rcnn/faster_rcnn_swin_tiny_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_swin_tiny_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_swin_tiny_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_swin_tiny_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_swin_tiny_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export_onnx:null
+kl_quant_export:tools/post_quant.py -c configs/faster_rcnn/faster_rcnn_swin_tiny_fpn_1x_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x640x640.npy

paddle_detection/test_tipc/configs/fcos/fcos_r50_fpn_1x_coco_train_infer_python.txt

@@ -0,0 +1,62 @@
+===========================train_params===========================
+model_name:fcos_r50_fpn_1x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=12
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=2
+pretrain_weights:https://paddledet.bj.bcebos.com/models/fcos_r50_fpn_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/fcos/fcos_r50_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/fcos/fcos_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/fcos/fcos_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/fcos/fcos_r50_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/fcos_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/fcos/fcos_r50_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/fcos/fcos_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/fcos/fcos_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/fcos/fcos_r50_fpn_1x_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================train_benchmark_params==========================
+batch_size:2|8
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x800x1344_2.npy
+===========================to_static_train_benchmark_params===========================
+to_static_train:--to_static

paddle_detection/test_tipc/configs/gfl/gfl_r50_fpn_1x_coco_train_infer_python.txt

@@ -0,0 +1,58 @@
+===========================train_params===========================
+model_name:gfl_r50_fpn_1x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=12
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=2
+pretrain_weights:https://paddledet.bj.bcebos.com/models/gfl_r50_fpn_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/gfl/gfl_r50_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/gfl/gfl_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/gfl/gfl_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/gfl/gfl_r50_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/gfl_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/gfl/gfl_r50_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/gfl/gfl_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/gfl/gfl_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/gfl/gfl_r50_fpn_1x_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================train_benchmark_params==========================
+batch_size:2|8
+fp_items:fp32|fp16
+epoch:1
+repeat:3
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null

paddle_detection/test_tipc/configs/keypoint/dark_hrnet_w32_256x192_train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:dark_hrnet_w32_256x192
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=210
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=64
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/dark_hrnet_w32_256x192.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml -o
+pact_train:tools/train.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/dark_hrnet_w32_256x192.pdparams
+norm_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml -o
+pact_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================infer_benchmark_params===========================
+random_infer_input:[{float32,[3,256,192]}]

paddle_detection/test_tipc/configs/keypoint/higherhrnet_hrnet_w32_512_train_infer_python.txt

@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:higherhrnet_hrnet_w32_512
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=20
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/higherhrnet_hrnet_w32_512.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml -o
+pact_train:tools/train.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/higherhrnet_hrnet_w32_512.pdparams
+norm_export:tools/export_model.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml -o
+pact_export:tools/export_model.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================train_benchmark_params==========================
+batch_size:20|24
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+random_infer_input:[{float32,[3,512,512]}]

paddle_detection/test_tipc/configs/keypoint/hrnet_w32_256x192_train_infer_python.txt

@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:hrnet_w32_256x192
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=210
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=64
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/hrnet_w32_256x192.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml -o
+pact_train:tools/train.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/hrnet_w32_256x192.pdparams
+norm_export:tools/export_model.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml -o
+pact_export:tools/export_model.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================train_benchmark_params==========================
+batch_size:64|160
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+random_infer_input:[{float32,[3,256,192]}]

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96.yml

@@ -0,0 +1,147 @@
+use_gpu: true
+log_iter: 5
+save_dir: output
+snapshot_epoch: 10
+weights: output/tinypose_128x96/model_final
+epoch: 420
+num_joints: &num_joints 17
+pixel_std: &pixel_std 200
+metric: KeyPointTopDownCOCOEval
+num_classes: 1
+train_height: &train_height 128
+train_width: &train_width 96
+trainsize: &trainsize [*train_width, *train_height]
+hmsize: &hmsize [24, 32]
+flip_perm: &flip_perm [[1, 2], [3, 4], [5, 6], [7, 8], [9, 10], [11, 12], [13, 14], [15, 16]]
+
+
+#####model
+architecture: TopDownHRNet
+
+TopDownHRNet:
+  backbone: LiteHRNet
+  post_process: HRNetPostProcess
+  flip_perm: *flip_perm
+  num_joints: *num_joints
+  width: &width 40
+  loss: KeyPointMSELoss
+  use_dark: true
+
+LiteHRNet:
+  network_type: wider_naive
+  freeze_at: -1
+  freeze_norm: false
+  return_idx: [0]
+
+KeyPointMSELoss:
+  use_target_weight: true
+  loss_scale: 1.0
+
+#####optimizer
+LearningRate:
+  base_lr: 0.008
+  schedulers:
+  - !PiecewiseDecay
+    milestones: [380, 410]
+    gamma: 0.1
+  - !LinearWarmup
+    start_factor: 0.001
+    steps: 500
+
+OptimizerBuilder:
+  optimizer:
+    type: Adam
+  regularizer:
+    factor: 0.0
+    type: L2
+
+
+#####data
+TrainDataset:
+  !KeypointTopDownCocoDataset
+    image_dir: train2017
+    anno_path: annotations/person_keypoints_train2017.json
+    dataset_dir: dataset/coco
+    num_joints: *num_joints
+    trainsize: *trainsize
+    pixel_std: *pixel_std
+    use_gt_bbox: True
+
+
+EvalDataset:
+  !KeypointTopDownCocoDataset
+    image_dir: val2017
+    anno_path: annotations/person_keypoints_val2017.json
+    dataset_dir: dataset/coco
+    num_joints: *num_joints
+    trainsize: *trainsize
+    pixel_std: *pixel_std
+    use_gt_bbox: True
+    image_thre: 0.5
+
+TestDataset:
+  !ImageFolder
+    anno_path: dataset/coco/keypoint_imagelist.txt
+
+worker_num: 16
+global_mean: &global_mean [0.485, 0.456, 0.406]
+global_std: &global_std [0.229, 0.224, 0.225]
+TrainReader:
+  sample_transforms:
+    # - RandomFlipHalfBodyTransform:
+    #     scale: 0.25
+    #     rot: 30
+    #     num_joints_half_body: 8
+    #     prob_half_body: 0.3
+    #     pixel_std: *pixel_std
+    #     trainsize: *trainsize
+    #     upper_body_ids: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+    #     flip_pairs: *flip_perm
+    # - AugmentationbyInformantionDropping:
+    #     prob_cutout: 0.5
+    #     offset_factor: 0.05
+    #     num_patch: 1
+    #     trainsize: *trainsize
+    - TopDownAffine:
+        trainsize: *trainsize
+        use_udp: true
+    - ToHeatmapsTopDown_DARK:
+        hmsize: *hmsize
+        sigma: 1
+  batch_transforms:
+    - NormalizeImage:
+        mean: *global_mean
+        std: *global_std
+        is_scale: true
+    - Permute: {}
+  batch_size: 512
+  shuffle: true
+  drop_last: false
+
+EvalReader:
+  sample_transforms:
+    - TopDownAffine:
+        trainsize: *trainsize
+        use_udp: true
+  batch_transforms:
+    - NormalizeImage:
+        mean: *global_mean
+        std: *global_std
+        is_scale: true
+    - Permute: {}
+  batch_size: 16
+
+TestReader:
+  inputs_def:
+    image_shape: [3, *train_height, *train_width]
+  sample_transforms:
+    - Decode: {}
+    - TopDownEvalAffine:
+        trainsize: *trainsize
+    - NormalizeImage:
+        mean: *global_mean
+        std: *global_std
+        is_scale: true
+    - Permute: {}
+  batch_size: 1
+  fuse_normalize: false

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_KL_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:tinypose_128x96_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_kl_quant -o
+##
+opencv_dir:default
+infer_mode:null
+infer_quant:True
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir_keypoint:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+--model_dir:./output_inference/picodet_s_320_pedestrian

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_KL_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:tinypose_128x96_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml --export_serving_model True -o
+##
+infer_mode:null
+infer_quant:True
+--model:null
+--op:tinypose_128x96
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/hrnet_demo.jpg
+null:null

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_KL_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt

@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:tinypose_128x96_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml --export_serving_model True -o
+##
+infer_mode:null
+infer_quant:True
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/hrnet_demo.jpg
+null:null

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_PACT_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:tinypose_128x96_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://bj.bcebos.com/v1/paddledet/data/tipc/models/tinypose_128x96_qat.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/quant/tinypose_qat.yml -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_kl_quant -o
+##
+opencv_dir:default
+infer_mode:quant
+infer_quant:True
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir_keypoint:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+--model_dir:./output_inference/picodet_s_320_pedestrian

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_PACT_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:tinypose_128x96_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://bj.bcebos.com/v1/paddledet/data/tipc/models/tinypose_128x96_qat.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/quant/tinypose_qat.yml --export_serving_model True -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml --export_serving_model True -o
+##
+infer_mode:quant
+infer_quant:True
+--model:null
+--op:tinypose_128x96
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/hrnet_demo.jpg
+null:null

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_PACT_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt

@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:tinypose_128x96_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://bj.bcebos.com/v1/paddledet/data/tipc/models/tinypose_128x96_qat.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/quant/tinypose_qat.yml --export_serving_model True -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml --export_serving_model True -o
+##
+infer_mode:quant
+infer_quant:True
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/hrnet_demo.jpg
+null:null

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:tinypose_128x96
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_kl_quant -o
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir_keypoint:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+--model_dir:./output_inference/picodet_s_320_pedestrian

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_model_linux_gpu_normal_normal_paddle2onnx_python_linux_cpu.txt

@@ -0,0 +1,30 @@
+===========================paddle2onnx_params===========================
+model_name:tinypose_128x96
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export_param:null
+kl_quant_export:tools/post_quant.py -c configs/keypoint/tiny_pose/yolov3_darknet53_270e_coco.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml -o
+##
+infer_mode:norm
+infer_quant:False
+cmd:paddle2onnx
+--model_dir:null
+--model_filename:model.pdmodel
+--params_filename:model.pdiparams
+--save_file:model.onnx
+--opset_version:11
+--enable_onnx_checker:True
+paddle2onnx_param1:null
+infer_py:./deploy/third_engine/onnx/infer.py
+--infer_cfg:null
+--onnx_file:null
+--image_file:./demo/hrnet_demo.jpg
+infer_param1:null

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:tinypose_128x96
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml --export_serving_model True -o
+##
+infer_mode:norm
+infer_quant:False
+--model:null
+--op:tinypose_128x96
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/hrnet_demo.jpg
+null:null

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt

@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:tinypose_128x96
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml --export_serving_model True -o
+##
+infer_mode:norm
+infer_quant:False
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/hrnet_demo.jpg
+null:null

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_infer_python.txt

@@ -0,0 +1,62 @@
+===========================train_params===========================
+model_name:tinypose_128x96
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=420
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=512
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml -o
+##
+infer_mode:norm|kl_quant
+infer_quant:False|True
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================train_benchmark_params==========================
+batch_size:512
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+random_infer_input:[{float32,[3,128,96]}]
+===========================to_static_train_benchmark_params===========================
+to_static_train:--to_static

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_linux_gpu_fleet_normal_infer_python_linux_gpu_cpu.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:tinypose_128x96
+python:python3.7
+gpu_list:192.168.0.1,192.168.0.2;0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=420
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=512
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/keypoint_infer.py
+--device:cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:tinypose_128x96
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:amp
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=420
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=512
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+null:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/keypoint/tiny_pose/tinypose_128x96.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_pact_infer_python.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:tinypose_128x96
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=420
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=512
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null

paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_ptq_infer_python.txt

@@ -0,0 +1,20 @@
+===========================ptq_params===========================
+model_name:tinypose_128x96
+python:python3.7
+filename:
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml -o
+export_param1:null
+##
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_1x_coco_train_infer_python.txt

@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:mask_rcnn_r50_1x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=12
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=1
+pretrain_weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_1x_coco.yml -o
+pact_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/mask_rcnn/mask_rcnn_r50_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export_onnx:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_1x_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================train_benchmark_params==========================
+batch_size:2|4
+fp_items:fp32|fp16
+epoch:1
+repeat:2
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x800x1344.npy

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_KL_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_kl_quant -o
+##
+opencv_dir:default
+infer_mode:null
+infer_quant:True
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_KL_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/post_quant/mask_rcnn_r50_fpn_1x_coco_ptq.yml --export_serving_model True -o
+##
+infer_mode:null
+infer_quant:True
+--model:null
+--op:mask_rcnn_r50_fpn_1x_coco
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_KL_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt

@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/post_quant/mask_rcnn_r50_fpn_1x_coco_ptq.yml --export_serving_model True -o
+##
+infer_mode:null
+infer_quant:True
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_PACT_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/slim/mask_rcnn_r50_fpn_1x_qat.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/quant/mask_rcnn_r50_fpn_1x_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_kl_quant -o
+##
+opencv_dir:default
+infer_mode:quant
+infer_quant:True
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_PACT_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/slim/mask_rcnn_r50_fpn_1x_qat.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/quant/mask_rcnn_r50_fpn_1x_qat.yml --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/post_quant/mask_rcnn_r50_fpn_1x_coco_ptq.yml --export_serving_model True -o
+##
+infer_mode:quant
+infer_quant:True
+--model:null
+--op:mask_rcnn_r50_fpn_1x_coco
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_PACT_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt

@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/slim/mask_rcnn_r50_fpn_1x_qat.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/quant/mask_rcnn_r50_fpn_1x_qat.yml --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/post_quant/mask_rcnn_r50_fpn_1x_coco_ptq.yml --export_serving_model True -o
+##
+infer_mode:quant
+infer_quant:True
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_kl_quant -o
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_model_linux_gpu_normal_normal_paddle2onnx_python_linux_cpu.txt

@@ -0,0 +1,30 @@
+===========================paddle2onnx_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export_onnx:True
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/yolov3_darknet53_270e_coco.yml --slim_config configs/slim/post_quant/mask_rcnn_r50_fpn_1x_coco_ptq.yml -o
+##
+infer_mode:norm
+infer_quant:False
+cmd:paddle2onnx
+--model_dir:null
+--model_filename:model.pdmodel
+--params_filename:model.pdiparams
+--save_file:model.onnx
+--opset_version:16
+--enable_dev_version:False
+paddle2onnx_param1:null
+infer_py:./deploy/third_engine/onnx/infer.py
+--infer_cfg:null
+--onnx_file:null
+--image_file:./demo/000000014439.jpg
+infer_param1:null

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/post_quant/mask_rcnn_r50_fpn_1x_coco_ptq.yml --export_serving_model True -o
+##
+infer_mode:norm
+infer_quant:False
+--model:null
+--op:mask_rcnn_r50_fpn_1x_coco
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt

@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/post_quant/mask_rcnn_r50_fpn_1x_coco_ptq.yml --export_serving_model True -o
+##
+infer_mode:norm
+infer_quant:False
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_train_infer_python.txt

@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=12
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=1
+pretrain_weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export_onnx:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+##
+infer_mode:norm|kl_quant
+infer_quant:False|True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================train_benchmark_params==========================
+batch_size:2|4
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x800x1344.npy

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_train_linux_gpu_fleet_normal_infer_python_linux_gpu_cpu.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco
+python:python3.7
+gpu_list:192.168.0.1,192.168.0.2;0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=12
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=1
+pretrain_weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export_onnx:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:amp
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=12
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=1
+pretrain_weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+null:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_train_pact_infer_python.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=12
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=1
+pretrain_weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/quant/mask_rcnn_r50_fpn_1x_qat.yml -o
+fpgm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/post_quant/mask_rcnn_r50_fpn_1x_coco_ptq.yml -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null

paddle_detection/test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_train_ptq_infer_python.txt

@@ -0,0 +1,20 @@
+===========================ptq_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco
+python:python3.7
+filename:
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/post_quant/mask_rcnn_r50_fpn_1x_coco_ptq.yml -o
+export_param1:null
+##
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/mot/fairmot_dla34_30e_1088x608_train_infer_python.txt

@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:fairmot_dla34_30e_1088x608
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=30
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=6
+pretrain_weights:https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/mot/test.mp4
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml -o
+pact_train:tools/train.py -c configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval_mot.py -c configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams
+norm_export:tools/export_model.py -c configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml -o
+pact_export:tools/export_model.py -c configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/pptracking/python/mot_jde_infer.py
+--device:gpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--video_file:./dataset/mot/test.mp4
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================train_benchmark_params==========================
+batch_size:6|20
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x608x1088.npy

paddle_detection/test_tipc/configs/mot/fairmot_hrnetv2_w18_dlafpn_30e_576x320.yml

@@ -0,0 +1,43 @@
+_BASE_: [
+  '../../../configs/datasets/mot.yml',
+  '../../../configs/runtime.yml',
+  '../../../configs/mot/fairmot/_base_/optimizer_30e_momentum.yml',
+  '../../../configs/mot/fairmot/_base_/fairmot_hrnetv2_w18_dlafpn.yml',
+  '../../../configs/mot/fairmot/_base_/fairmot_reader_576x320.yml',
+]
+
+norm_type: sync_bn
+use_ema: true
+ema_decay: 0.9998
+
+# add crowdhuman
+TrainDataset:
+  !MOTDataSet
+    dataset_dir: dataset/mot
+    image_lists: ['mot17.train', 'caltech.all', 'cuhksysu.train', 'prw.train', 'citypersons.train', 'eth.train']
+    data_fields: ['image', 'gt_bbox', 'gt_class', 'gt_ide']
+
+worker_num: 4
+TrainReader:
+  inputs_def:
+    image_shape: [3, 320, 576]
+  sample_transforms:
+    - Decode: {}
+    - RGBReverse: {}
+    - AugmentHSV: {}
+    - LetterBoxResize: {target_size: [320, 576]}
+    - MOTRandomAffine: {reject_outside: False}
+    - RandomFlip: {}
+    - BboxXYXY2XYWH: {}
+    - NormalizeBox: {}
+    - NormalizeImage: {mean: [0, 0, 0], std: [1, 1, 1]}
+    - RGBReverse: {}
+    - Permute: {}
+  batch_transforms:
+    - Gt2FairMOTTarget: {}
+  batch_size: 4
+  shuffle: True
+  drop_last: True
+  use_shared_memory: True
+
+weights: output/fairmot_hrnetv2_w18_dlafpn_30e_576x320/model_final

paddle_detection/test_tipc/configs/mot/fairmot_hrnetv2_w18_dlafpn_30e_576x320_train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:fairmot_hrnetv2_w18_dlafpn_30e_576x320
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=30
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=6
+pretrain_weights:https://paddledet.bj.bcebos.com/models/mot/fairmot_hrnetv2_w18_dlafpn_30e_576x320.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/mot/test.mp4
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c test_tipc/configs/mot/fairmot_hrnetv2_w18_dlafpn_30e_576x320.yml -o
+pact_train:tools/train.py -c test_tipc/configs/mot/fairmot_hrnetv2_w18_dlafpn_30e_576x320.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c test_tipc/configs/mot/fairmot_hrnetv2_w18_dlafpn_30e_576x320.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval_mot.py -c test_tipc/configs/mot/fairmot_hrnetv2_w18_dlafpn_30e_576x320.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mot/fairmot_hrnetv2_w18_dlafpn_30e_576x320.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/mot/fairmot_hrnetv2_w18_dlafpn_30e_576x320.yml -o
+pact_export:tools/export_model.py -c test_tipc/configs/mot/fairmot_hrnetv2_w18_dlafpn_30e_576x320.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/mot/fairmot_hrnetv2_w18_dlafpn_30e_576x320.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/mot/fairmot_hrnetv2_w18_dlafpn_30e_576x320.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/pptracking/python/mot_jde_infer.py
+--device:gpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--video_file:./dataset/mot/test.mp4
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x320x576.npy

paddle_detection/test_tipc/configs/mot/jde_darknet53_30e_1088x608_train_infer_python.txt

@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:jde_darknet53_30e_1088x608
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=30
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=4
+pretrain_weights:https://paddledet.bj.bcebos.com/models/mot/jde_darknet53_30e_1088x608.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/mot/test.mp4
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/mot/jde/jde_darknet53_30e_1088x608.yml -o
+pact_train:tools/train.py -c configs/mot/jde/jde_darknet53_30e_1088x608.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mot/jde/jde_darknet53_30e_1088x608.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval_mot.py -c configs/mot/jde/jde_darknet53_30e_1088x608.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mot/jde_darknet53_30e_1088x608.pdparams
+norm_export:tools/export_model.py -c configs/mot/jde/jde_darknet53_30e_1088x608.yml -o
+pact_export:tools/export_model.py -c configs/mot/jde/jde_darknet53_30e_1088x608.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mot/jde/jde_darknet53_30e_1088x608.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mot/jde/jde_darknet53_30e_1088x608.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/pptracking/python/mot_jde_infer.py
+--device:gpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--video_file:./dataset/mot/test.mp4
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================train_benchmark_params==========================
+batch_size:4|12
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x608x1088.npy

paddle_detection/test_tipc/configs/mot/ocsort_ppyoloe_train_infer_python.txt

@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:ocsort_ppyoloe
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=30
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=4
+pretrain_weights:null
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/mot/test.mp4
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/mot/ocsort/ocsort_ppyoloe.yml -o
+pact_train:tools/train.py -c configs/mot/ocsort/ocsort_ppyoloe.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mot/ocsort/ocsort_ppyoloe.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval_mot.py -c configs/mot/ocsort/ocsort_ppyoloe.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://bj.bcebos.com/v1/paddledet/models/mot/ppyoloe_crn_l_36e_640x640_mot17half.pdparams
+norm_export:tools/export_model.py -c configs/mot/bytetrack/detector/ppyoloe_crn_l_36e_640x640_mot17half.yml -o
+pact_export:tools/export_model.py -c configs/mot/bytetrack/detector/ppyoloe_crn_l_36e_640x640_mot17half.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mot/bytetrack/detector/ppyoloe_crn_l_36e_640x640_mot17half.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mot/ocsort/ocsort_ppyoloe.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/pptracking/python/mot_sde_infer.py --tracker_config deploy/pptracking/python/tracker_config.yml
+--device:gpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--video_file:./dataset/mot/test.mp4
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================disable_train_benchmark==========================
+batch_size:4|12
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x640x640_2.npy

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_0x_416_coco_train_infer_python.txt

@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:picodet_lcnet_1_0x_416_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=80
+pretrain_weights:null
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:null
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+##
+infer_mode:norm|kl_quant
+infer_quant:False|True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================train_benchmark_params==========================
+batch_size:90
+fp_items:fp32|amp
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x416x416_2.npy

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_KL_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:picodet_lcnet_1_5x_416_coco_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+quant_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_kl_quant -o
+##
+opencv_dir:default
+infer_mode:null
+infer_quant:True
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_KL_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:picodet_lcnet_1_5x_416_coco_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_kl_quant --export_serving_model True -o
+##
+infer_mode:null
+infer_quant:True
+--model:null
+--op:picodet_lcnet_1_5x_416_coco
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_KL_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt

@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:picodet_lcnet_1_5x_416_coco_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_kl_quant --export_serving_model True -o
+##
+infer_mode:null
+infer_quant:True
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_PACT_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:picodet_lcnet_1_5x_416_coco_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://bj.bcebos.com/v1/paddledet/data/tipc/models/picodet_lcnet_1_5x_416_coco_qat.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+quant_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config configs/slim/quant/picodet_s_416_lcnet_quant.yml -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_kl_quant -o
+##
+opencv_dir:default
+infer_mode:quant
+infer_quant:True
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_PACT_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:picodet_lcnet_1_5x_416_coco_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://bj.bcebos.com/v1/paddledet/data/tipc/models/picodet_lcnet_1_5x_416_coco_qat.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config configs/slim/quant/picodet_s_416_lcnet_quant.yml --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_kl_quant --export_serving_model True -o
+##
+infer_mode:quant
+infer_quant:True
+--model:null
+--op:picodet_lcnet_1_5x_416_coco
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_PACT_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt

@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:picodet_lcnet_1_5x_416_coco_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://bj.bcebos.com/v1/paddledet/data/tipc/models/picodet_lcnet_1_5x_416_coco_qat.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config configs/slim/quant/picodet_s_416_lcnet_quant.yml --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_kl_quant --export_serving_model True -o
+##
+infer_mode:quant
+infer_quant:True
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:picodet_lcnet_1_5x_416_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+quant_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_kl_quant -o
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_model_linux_gpu_normal_normal_paddle2onnx_python_linux_cpu.txt

@@ -0,0 +1,30 @@
+===========================paddle2onnx_params===========================
+model_name:picodet_lcnet_1_5x_416_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+quant_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export_param:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/yolov3_darknet53_270e_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+cmd:paddle2onnx
+--model_dir:null
+--model_filename:model.pdmodel
+--params_filename:model.pdiparams
+--save_file:model.onnx
+--opset_version:11
+--enable_onnx_checker:True
+paddle2onnx_param1:null
+infer_py:./deploy/third_engine/onnx/infer.py
+--infer_cfg:null
+--onnx_file:null
+--image_file:./demo/000000014439.jpg
+infer_param1:null

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:picodet_lcnet_1_5x_416_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_kl_quant --export_serving_model True -o
+##
+infer_mode:norm
+infer_quant:False
+--model:null
+--op:picodet_lcnet_1_5x_416_coco
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt

@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:picodet_lcnet_1_5x_416_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_kl_quant --export_serving_model True -o
+##
+infer_mode:norm
+infer_quant:False
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_train_infer_python.txt

@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:picodet_lcnet_1_5x_416_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=80
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+##
+infer_mode:norm|kl_quant
+infer_quant:False|True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================train_benchmark_params==========================
+batch_size:32
+fp_items:fp32|fp16
+epoch:1
+repeat:30
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x416x416_2.npy

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_train_linux_gpu_fleet_normal_infer_python_linux_gpu_cpu.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:picodet_lcnet_1_5x_416_coco
+python:python3.7
+gpu_list:192.168.0.1,192.168.0.2;0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=80
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:picodet_lcnet_1_5x_416_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:amp
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=80
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+null:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_train_pact_infer_python.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:picodet_lcnet_1_5x_416_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=80
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_train_ptq_infer_python.txt

@@ -0,0 +1,20 @@
+===========================ptq_params===========================
+model_name:picodet_lcnet_1_5x_416_coco
+python:python3.7
+filename:
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+export_param1:null
+##
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_lcnet_2_5x_416_coco_train_infer_python.txt

@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:picodet_lcnet_2_5x_416_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=80
+pretrain_weights:null
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:null
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+##
+infer_mode:norm|kl_quant
+infer_quant:False|True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================train_benchmark_params==========================
+batch_size:48
+fp_items:fp32|amp
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x416x416_2.npy

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_lcnet_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:picodet_s_320_coco_lcnet
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco_lcnet.pdparams
+norm_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml -o
+quant_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_kl_quant -o
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_lcnet_model_linux_gpu_normal_normal_paddle2onnx_python_linux_cpu.txt

@@ -0,0 +1,30 @@
+===========================paddle2onnx_params===========================
+model_name:picodet_s_320_coco_lcnet
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco_lcnet.pdparams
+norm_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml -o
+quant_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export_param:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/yolov3_darknet53_270e_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+cmd:paddle2onnx
+--model_dir:null
+--model_filename:model.pdmodel
+--params_filename:model.pdiparams
+--save_file:model.onnx
+--opset_version:11
+--enable_onnx_checker:True
+paddle2onnx_param1:null
+infer_py:./deploy/third_engine/onnx/infer.py
+--infer_cfg:null
+--onnx_file:null
+--image_file:./demo/000000014439.jpg
+infer_param1:null

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_lcnet_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt

@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:picodet_s_320_coco_lcnet
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco_lcnet.pdparams
+norm_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_kl_quant --export_serving_model True -o
+##
+infer_mode:norm
+infer_quant:False
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_lcnet_train_infer_python.txt

@@ -0,0 +1,62 @@
+===========================train_params===========================
+model_name:picodet_s_320_coco_lcnet
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=64
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco_lcnet.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/picodet_s_320_coco_lcnet.yml -o
+pact_train:tools/train.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/picodet_s_320_coco_lcnet.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco_lcnet.pdparams
+norm_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml -o
+pact_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================train_benchmark_params==========================
+batch_size:64
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x320x320_2.npy
+===========================to_static_train_benchmark_params===========================
+to_static_train:--to_static

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_lcnet_train_linux_gpu_fleet_normal_infer_python_linux_gpu_cpu.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:picodet_s_320_coco_lcnet
+python:python3.7
+gpu_list:192.168.0.1,192.168.0.2;0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=128
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco_lcnet.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/picodet_s_320_coco_lcnet.yml -o
+pact_train:tools/train.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/picodet_s_320_coco_lcnet.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco_lcnet.pdparams
+norm_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml -o
+pact_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_lcnet_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:picodet_s_320_coco_lcnet
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:amp
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=128
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco_lcnet.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+null:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/picodet_s_320_coco_lcnet.yml -o
+pact_train:tools/train.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/picodet_s_320_coco_lcnet.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco_lcnet.pdparams
+norm_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml -o
+pact_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_lcnet_train_pact_infer_python.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:picodet_s_320_coco_lcnet
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=128
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco_lcnet.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/picodet/picodet_s_320_coco_lcnet.yml -o
+pact_train:tools/train.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/picodet_s_320_coco_lcnet.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco_lcnet.pdparams
+norm_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml -o
+pact_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config configs/slim/post_quant/picodet_s_ptq.yml -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_lcnet_train_ptq_infer_python.txt

@@ -0,0 +1,20 @@
+===========================ptq_params===========================
+model_name:picodet_s_320_coco_lcnet
+python:python3.7
+filename:
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco_lcnet.pdparams
+kl_quant_export:tools/post_quant.py -c configs/picodet/picodet_s_320_coco_lcnet.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+export_param1:null
+##
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:picodet_s_320_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+quant_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_kl_quant -o
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_model_linux_gpu_normal_normal_paddle2onnx_python_linux_cpu.txt

@@ -0,0 +1,30 @@
+===========================paddle2onnx_params===========================
+model_name:picodet_s_320_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+quant_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export_param:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/yolov3_darknet53_270e_coco.yml --slim_config configs/slim/post_quant/picodet_s_ptq.yml -o
+##
+infer_mode:norm
+infer_quant:False
+cmd:paddle2onnx
+--model_dir:null
+--model_filename:model.pdmodel
+--params_filename:model.pdiparams
+--save_file:model.onnx
+--opset_version:11
+--enable_onnx_checker:True
+paddle2onnx_param1:null
+infer_py:./deploy/third_engine/onnx/infer.py
+--infer_cfg:null
+--onnx_file:null
+--image_file:./demo/000000014439.jpg
+infer_param1:null

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt

@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:picodet_s_320_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config configs/slim/post_quant/picodet_s_ptq.yml --export_serving_model True -o
+##
+infer_mode:norm
+infer_quant:False
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_train_infer_python.txt

@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:picodet_s_320_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=128
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o worker_num=16
+pact_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+##
+infer_mode:norm|kl_quant
+infer_quant:False|True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================train_benchmark_params==========================
+batch_size:64
+fp_items:fp32|amp
+epoch:1
+repeat:50
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x320x320_2.npy

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_train_linux_gpu_fleet_normal_infer_python_linux_gpu_cpu.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:picodet_s_320_coco
+python:python3.7
+gpu_list:192.168.0.1,192.168.0.2;0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=128
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:picodet_s_320_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:amp
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=128
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+null:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_train_pact_infer_python.txt

@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:picodet_s_320_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=128
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config configs/slim/post_quant/picodet_s_ptq.yml -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null

paddle_detection/test_tipc/configs/picodet/picodet_s_320_coco_train_ptq_infer_python.txt

@@ -0,0 +1,20 @@
+===========================ptq_params===========================
+model_name:picodet_s_320_coco
+python:python3.7
+filename:
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+export_param1:null
+##
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/pipeline/pphuman_linux_gpu_normal_normal_pipeline_python_linux_gpu_cpu.txt

@@ -0,0 +1,13 @@
+===========================pipeline_infer_python_params===========================
+model_name:pphuman
+python:python3.7
+filename:null
+##
+infer_mode:norm
+input_list:image|video
+use_gpu:True
+inference:deploy/pipeline/pipeline.py --config=deploy/pipeline/config/infer_cfg_pphuman.yml
+--device:cpu|gpu
+--image_file:./demo/000000014439.jpg
+--video_file:./dataset/mot/test.mp4
+

paddle_detection/test_tipc/configs/pipeline/ppvehicle_linux_gpu_normal_normal_pipeline_python_linux_gpu_cpu.txt

@@ -0,0 +1,13 @@
+===========================pipeline_infer_python_params===========================
+model_name:ppvehicle
+python:python3.7
+filename:null
+##
+infer_mode:norm
+input_list:image|video
+use_gpu:True
+inference:deploy/pipeline/pipeline.py --config=deploy/pipeline/config/infer_cfg_ppvehicle.yml
+--device:cpu|gpu
+--image_file:./demo/000000014439.jpg
+--video_file:./dataset/mot/test.mp4
+

paddle_detection/test_tipc/configs/ppyolo/ppyolo_mbv3_large_coco_FPGM_train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:ppyolo_mbv3_large_coco_FPGM
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=405
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=24
+pretrain_weights:https://paddledet.bj.bcebos.com/models/ppyolo_mbv3_large_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:fpgm_train
+norm_train:tools/train.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml -o
+pact_train:tools/train.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/quant/ppyolo_mbv3_large_qat.yml -o
+fpgm_train:tools/train.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/prune/ppyolo_mbv3_large_prune_fpgm.yml -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolo_mbv3_large_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml -o
+pact_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/quant/ppyolo_mbv3_large_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/prune/ppyolo_mbv3_large_prune_fpgm.yml -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/post_quant/ppyolo_mbv3_large_ptq.yml -o
+##
+infer_mode:fpgm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x320x320.npy

paddle_detection/test_tipc/configs/ppyolo/ppyolo_mbv3_large_coco_KL_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:ppyolo_mbv3_large_coco_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolo_mbv3_large_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml -o
+quant_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/quant/ppyolo_mbv3_large_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/prune/ppyolo_mbv3_large_prune_fpgm.yml -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/post_quant/ppyolo_mbv3_large_ptq.yml -o
+##
+opencv_dir:default
+infer_mode:null
+infer_quant:True
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/ppyolo/ppyolo_mbv3_large_coco_KL_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:ppyolo_mbv3_large_coco_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolo_mbv3_large_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/quant/ppyolo_mbv3_large_qat.yml --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/prune/ppyolo_mbv3_large_prune_fpgm.yml --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/post_quant/ppyolo_mbv3_large_ptq.yml --export_serving_model True -o
+##
+infer_mode:null
+infer_quant:True
+--model:null
+--op:ppyolo_mbv3_large_coco
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/ppyolo/ppyolo_mbv3_large_coco_KL_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt

@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:ppyolo_mbv3_large_coco_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolo_mbv3_large_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/quant/ppyolo_mbv3_large_qat.yml --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/prune/ppyolo_mbv3_large_prune_fpgm.yml --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/post_quant/ppyolo_mbv3_large_ptq.yml --export_serving_model True -o
+##
+infer_mode:null
+infer_quant:True
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/ppyolo/ppyolo_mbv3_large_coco_PACT_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:ppyolo_mbv3_large_coco_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/slim/ppyolo_mbv3_large_qat.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml -o
+quant_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/quant/ppyolo_mbv3_large_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/prune/ppyolo_mbv3_large_prune_fpgm.yml -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/post_quant/ppyolo_mbv3_large_ptq.yml -o
+##
+opencv_dir:default
+infer_mode:quant
+infer_quant:True
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/ppyolo/ppyolo_mbv3_large_coco_PACT_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:ppyolo_mbv3_large_coco_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/slim/ppyolo_mbv3_large_qat.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/quant/ppyolo_mbv3_large_qat.yml --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/prune/ppyolo_mbv3_large_prune_fpgm.yml --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/post_quant/ppyolo_mbv3_large_ptq.yml --export_serving_model True -o
+##
+infer_mode:quant
+infer_quant:True
+--model:null
+--op:ppyolo_mbv3_large_coco
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/ppyolo/ppyolo_mbv3_large_coco_PACT_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt

@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:ppyolo_mbv3_large_coco_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/slim/ppyolo_mbv3_large_qat.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/quant/ppyolo_mbv3_large_qat.yml --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/prune/ppyolo_mbv3_large_prune_fpgm.yml --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/post_quant/ppyolo_mbv3_large_ptq.yml --export_serving_model True -o
+##
+infer_mode:quant
+infer_quant:True
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/ppyolo/ppyolo_mbv3_large_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:ppyolo_mbv3_large_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolo_mbv3_large_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml -o
+quant_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/quant/ppyolo_mbv3_large_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/prune/ppyolo_mbv3_large_prune_fpgm.yml -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/post_quant/ppyolo_mbv3_large_ptq.yml -o
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null

paddle_detection/test_tipc/configs/ppyolo/ppyolo_mbv3_large_coco_model_linux_gpu_normal_normal_paddle2onnx_python_linux_cpu.txt

@@ -0,0 +1,30 @@
+===========================paddle2onnx_params===========================
+model_name:ppyolo_mbv3_large_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolo_mbv3_large_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml -o
+quant_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/quant/ppyolo_mbv3_large_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/prune/ppyolo_mbv3_large_prune_fpgm.yml -o
+distill_export:null
+export1:null
+export_param:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/yolov3_darknet53_270e_coco.yml --slim_config configs/slim/post_quant/ppyolo_mbv3_large_ptq.yml -o
+##
+infer_mode:norm
+infer_quant:False
+cmd:paddle2onnx
+--model_dir:null
+--model_filename:model.pdmodel
+--params_filename:model.pdiparams
+--save_file:model.onnx
+--opset_version:11
+--enable_onnx_checker:True
+paddle2onnx_param1:null
+infer_py:./deploy/third_engine/onnx/infer.py
+--infer_cfg:null
+--onnx_file:null
+--image_file:./demo/000000014439.jpg
+infer_param1:null

paddle_detection/test_tipc/configs/ppyolo/ppyolo_mbv3_large_coco_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt

@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:ppyolo_mbv3_large_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolo_mbv3_large_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/quant/ppyolo_mbv3_large_qat.yml --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/prune/ppyolo_mbv3_large_prune_fpgm.yml --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/post_quant/ppyolo_mbv3_large_ptq.yml --export_serving_model True -o
+##
+infer_mode:norm
+infer_quant:False
+--model:null
+--op:ppyolo_mbv3_large_coco
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/000000014439.jpg
+null:null

paddle_detection/test_tipc/configs/ppyolo/ppyolo_mbv3_large_coco_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt

@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:ppyolo_mbv3_large_coco
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolo_mbv3_large_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/quant/ppyolo_mbv3_large_qat.yml --export_serving_model True -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/prune/ppyolo_mbv3_large_prune_fpgm.yml --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/post_quant/ppyolo_mbv3_large_ptq.yml --export_serving_model True -o
+##
+infer_mode:norm
+infer_quant:False
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/000000014439.jpg
+null:null