[TIPC] new test_tipc scripts (#4676)

test_tipc/README.md

+
+# 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  |
+| :--- | :--- | :----: | :--------: | :---- | :---- | :---- |
+| [YOLOv3](https://arxiv.org/abs/1804.02767) | [yolov3_darknet53_270e_coco](../configs/yolov3/yolov3_darknet53_270e_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++  |
+| YOLOv3 | [yolov3_mobilenet_v1_270e_coco](../configs/yolov3/yolov3_mobilenet_v1_270e_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| YOLOv3 | [yolov3_mobilenet_v3_large_270e_coco](../configs/yolov3/yolov3_mobilenet_v3_large_270e_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| YOLOv3 | [yolov3_r34_270e_coco](../configs/yolov3/yolov3_r34_270e_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| YOLOv3 | [yolov3_r50vd_dcn_270e_coco](../configs/yolov3/yolov3_r50vd_dcn_270e_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| [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++  |
+| PPYOLO | [ppyolo_r50vd_dcn_1x_coco](../configs/ppyolo/ppyolo_r50vd_dcn_1x_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++  |
+| PPYOLO | [ppyolo_mbv3_small_coco](../configs/ppyolo/ppyolo_mbv3_small_coco.yml) | 目标检测  | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| PPYOLO | [ppyolo_r18vd_coco](../configs/ppyolo/ppyolo_r18vd_coco.yml) | 目标检测  | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| PPYOLO-tiny | [ppyolo_tiny_650e_coco](../configs/ppyolo/ppyolo_tiny_650e_coco.yml) | 目标检测 | 支持 | 混合精度 |  | 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++  |
+| PPYOLOv2 | [ppyolov2_r50vd_dcn_365e_coco](../configs/ppyolo/ppyolov2_r50vd_dcn_365e_coco.yml) | 目标检测  | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| PPYOLOv2 | [ppyolov2_r101vd_dcn_365e_coco](../configs/ppyolo/ppyolov2_r101vd_dcn_365e_coco.yml) | 目标检测  | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| [PP-PicoDet](https://arxiv.org/abs/2111.00902) | [picodet_s_320_coco](../configs/picodet/picodet_s_320_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| PP-PicoDet | [picodet_m_416_coco](../configs/picodet/picodet_m_416_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| PP-PicoDet | [picodet_l_640_coco](../configs/picodet/picodet_l_640_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| PP-PicoDet | [picodet_lcnet_1_5x_416_coco](../configs/picodet/more_config/picodet_lcnet_1_5x_416_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| PP-PicoDet | [picodet_mobilenetv3_large_1x_416_coco](../configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| PP-PicoDet | [picodet_r18_640_coco](../configs/picodet/more_config/picodet_r18_640_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| PP-PicoDet | [picodet_shufflenetv2_1x_416_coco](../configs/picodet/more_config/picodet_shufflenetv2_1x_416_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| [SSD](https://arxiv.org/abs/1512.02325) | [ssdlite_mobilenet_v1_300_coco](../configs/ssd/ssdlite_mobilenet_v1_300_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| [Faster R-CNN](https://arxiv.org/abs/1506.01497) | [faster_rcnn_r50_fpn_1x_coco](../configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Faster R-CNN | [faster_rcnn_r34_fpn_1x_coco](../configs/faster_rcnn/faster_rcnn_r34_fpn_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Faster R-CNN | [faster_rcnn_r34_vd_fpn_1x_coco](../configs/faster_rcnn/faster_rcnn_r34_vd_fpn_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Faster R-CNN | [faster_rcnn_r50_1x_coco](../configs/faster_rcnn/faster_rcnn_r50_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Faster R-CNN | [faster_rcnn_r50_vd_1x_coco](../configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Faster R-CNN | [faster_rcnn_r50_vd_fpn_1x_coco](../configs/faster_rcnn/faster_rcnn_r50_vd_fpn_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Faster R-CNN | [faster_rcnn_r101_1x_coco](../configs/faster_rcnn/faster_rcnn_r101_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Faster R-CNN | [faster_rcnn_r101_fpn_1x_coco](../configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Faster R-CNN | [faster_rcnn_r101_vd_fpn_1x_coco](../configs/faster_rcnn/faster_rcnn_r101_vd_fpn_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Faster R-CNN | [faster_rcnn_x101_vd_64x4d_fpn_1x_coco](../configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_fpn_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Faster R-CNN | [faster_rcnn_swin_tiny_fpn_1x_coco](../configs/faster_rcnn/faster_rcnn_swin_tiny_fpn_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| [Cascade Faster R-CNN](https://arxiv.org/abs/1712.00726) | [cascade_rcnn_r50_fpn_1x_coco](../configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Cascade Faster R-CNN | [cascade_rcnn_r50_vd_fpn_ssld_1x_coco](../configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| [FCOS](https://arxiv.org/abs/1904.01355) | [fcos_r50_fpn_1x_coco](../configs/fcos/fcos_r50_fpn_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| FCOS | [fcos_dcn_r50_fpn_1x_coco](../configs/fcos/fcos_dcn_r50_fpn_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| [TTFNet](https://arxiv.org/abs/1909.00700) | [ttfnet_darknet53_1x_coco](../configs/ttfnet/ttfnet_darknet53_1x_coco.yml) | 目标检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| [S2ANet](https://arxiv.org/abs/2008.09397) | [s2anet_conv_2x_dota](../configs/dota/s2anet_conv_2x_dota.yml) | 目标检测 | 使用DOTA数据集，且需要编译自定义OP，接入存在风险，待接入 |
+| [DETR](https://arxiv.org/abs/2005.12872) | [detr_r50_1x_coco](../configs/detr/detr_r50_1x_coco.yml) | 目标检测 | 不支持预测部署 |
+| [Deformable DETR](https://arxiv.org/abs/2010.04159) | [deformable_detr_r50_1x_coco](../configs/deformable_detr/deformable_detr_r50_1x_coco.yml) | 目标检测 | 不支持预测部署 |
+| [Sparse R-CNN](https://arxiv.org/abs/2011.12450) | [sparse_rcnn_r50_fpn_3x_pro100_coco](../configs/sparse_rcnn/sparse_rcnn_r50_fpn_3x_pro100_coco.yml) | 目标检测 | 不支持预测部署 |
+| [BlazeFace](https://arxiv.org/abs/1907.05047) | [blazeface_1000e](../configs/face_detection/blazeface_1000e.yml) | 目标检测 | 使用WIDER-FACE数据集，接入存在风险，待接入 |
+| [Faceboxes](https://arxiv.org/abs/1708.05234) |  | 目标检测 | 静态图实现，暂不支持 |
+| [PyramidBox](https://arxiv.org/abs/1803.07737) | 模型实现在[models](https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/face_detection) repo | 目标检测 | 静态图实现，暂不支持 |
+| [Libra R-CNN](https://arxiv.org/abs/1904.02701) |  | 目标检测 | 静态图实现，暂不支持 |
+| [RetinaNet](https://arxiv.org/abs/1708.02002) |  | 目标检测 | 静态图实现，暂不支持 |
+| [CornerNet](https://arxiv.org/abs/1808.01244) |  | 目标检测 | 静态图实现，暂不支持 |
+| [EfficientDet](https://arxiv.org/abs/1911.09070) |  | 目标检测 | 静态图实现，暂不支持 |
+| [Mask R-CNN](https://arxiv.org/abs/1703.06870) | [mask_rcnn_r50_fpn_1x_coco](../configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml) | 实例分割 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Mask R-CNN | [mask_rcnn_r50_1x_coco](../configs/mask_rcnn/mask_rcnn_r50_1x_coco.yml) | 实例分割 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Mask R-CNN | [mask_rcnn_r50_vd_fpn_1x_coco](../configs/mask_rcnn/mask_rcnn_r50_vd_fpn_1x_coco.yml) | 实例分割 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Mask R-CNN | [mask_rcnn_r101_fpn_1x_coco](../configs/mask_rcnn/mask_rcnn_r101_fpn_1x_coco.yml) | 实例分割 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Mask R-CNN | [mask_rcnn_r101_vd_fpn_1x_coco](../configs/mask_rcnn/mask_rcnn_r101_vd_fpn_1x_coco.yml) | 实例分割 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Mask R-CNN | [mask_rcnn_x101_vd_64x4d_fpn_1x_coco](../configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_fpn_1x_coco.yml) | 实例分割 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| [Cascade Mask R-CNN](https://arxiv.org/abs/1906.09756) | [cascade_mask_rcnn_r50_fpn_1x_coco](../configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco.yml) | 实例分割 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| Cascade Mask R-CNN | [cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco](../configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.yml) | 实例分割 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| [SOLOv2](https://arxiv.org/abs/2003.10152) | [solov2_r50_fpn_1x_coco](../configs/solov2/solov2_r50_fpn_1x_coco.yml) | 实例分割 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| SOLOv2 | [solov2_r50_enhance_coco](../configs/solov2/solov2_r50_enhance_coco.yml) | 实例分割 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| SOLOv2 | [solov2_r101_vd_fpn_3x_coco](../configs/solov2/solov2_r101_vd_fpn_3x_coco.yml) | 实例分割 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| [PP-Tinypose] | [tinypose_128x96](../configs/keypoint/tiny_pose/tinypose_128x96.yml) | 关键点检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| [HRNet](https://arxiv.org/abs/1902.09212) | [hrnet_w32_256x192](../configs/keypoint/hrnet/hrnet_w32_256x192.yml) | 关键点检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| HRNet | [dark_hrnet_w32_256x192](../configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml) | 关键点检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| HRNet | [dark_hrnet_w48_256x192](../configs/keypoint/hrnet/dark_hrnet_w48_256x192.yml) | 关键点检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| [HigherHRNet](https://arxiv.org/abs/1908.10357) | [higherhrnet_hrnet_w32_512](../configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml) | 关键点检测 | 支持 | 混合精度 |  | Paddle Inference: C++  |
+| [FairMot](https://arxiv.org/abs/2004.01888) | [fairmot_dla34_30e_576x320](../configs/mot/fairmot/fairmot_dla34_30e_576x320.yml) | 目标跟踪 | 支持，待接入 |
+| [JDE](https://arxiv.org/abs/1909.12605) | [jde_darknet53_30e_576x320](../configs/mot/jde/jde_darknet53_30e_576x320.yml) | 目标跟踪 | 支持，待接入 |
+
+
+## 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_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。
+- [test_lite_arm_cpu_cpp 使用](docs/test_lite_arm_cpu_cpp.md)：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_tipc/compare_results.py

+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))

test_tipc/configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:cascade_mask_rcnn_r50_fpn_1x_coco
+python:python3.7
+filename:cascade_mask_rcnn_r50_fpn_1x_coco
+##
+--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
+quant_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
+export2: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
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco_train_infer_python.txt

+===========================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
+export2: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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:cascade_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/cascade_mask_rcnn_r50_fpn_1x_coco.pdparams
+trained_model_name:cascade_mask_rcnn_r50_fpn_1x_coco/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
+export2: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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco
+python:python3.7
+filename:cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:cascade_mask_rcnn_r50_vd_fpn_ssld_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_vd_fpn_ssld_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_vd_fpn_ssld_1x_coco.yml -o
+pact_train:tools/train.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_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_vd_fpn_ssld_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:cascade_mask_rcnn_r50_vd_fpn_ssld_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/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.pdparams
+trained_model_name:cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco/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_vd_fpn_ssld_1x_coco.yml -o
+pact_train:tools/train.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_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_vd_fpn_ssld_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/cascade_rcnn/cascade_mask_rcnn_r50_vd_fpn_ssld_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:cascade_rcnn_r50_fpn_1x_coco
+python:python3.7
+filename:cascade_rcnn_r50_fpn_1x_coco
+##
+--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
+quant_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
+export2: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
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco_train_infer_python.txt

+===========================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
+export2: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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:cascade_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/cascade_rcnn_r50_fpn_1x_coco.pdparams
+trained_model_name:cascade_rcnn_r50_fpn_1x_coco/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
+export2: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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:cascade_rcnn_r50_vd_fpn_ssld_1x_coco
+python:python3.7
+filename:cascade_rcnn_r50_vd_fpn_ssld_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:cascade_rcnn_r50_vd_fpn_ssld_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_vd_fpn_ssld_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_vd_fpn_ssld_1x_coco.yml -o
+pact_train:tools/train.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_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_vd_fpn_ssld_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:cascade_rcnn_r50_vd_fpn_ssld_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/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.pdparams
+trained_model_name:cascade_rcnn_r50_vd_fpn_ssld_1x_coco/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_vd_fpn_ssld_1x_coco.yml -o
+pact_train:tools/train.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_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_vd_fpn_ssld_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/cascade_rcnn/cascade_rcnn_r50_vd_fpn_ssld_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r101_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:faster_rcnn_r101_1x_coco
+python:python3.7
+filename:faster_rcnn_r101_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r101_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/faster_rcnn/faster_rcnn_r101_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r101_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:faster_rcnn_r101_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_r101_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_r101_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r101_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r101_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_r101_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r101_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/faster_rcnn/faster_rcnn_r101_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r101_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:faster_rcnn_r101_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/faster_rcnn_r101_1x_coco.pdparams
+trained_model_name:faster_rcnn_r101_1x_coco/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_r101_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r101_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r101_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_r101_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r101_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/faster_rcnn/faster_rcnn_r101_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:faster_rcnn_r101_fpn_1x_coco
+python:python3.7
+filename:faster_rcnn_r101_fpn_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r101_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_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/faster_rcnn/faster_rcnn_r101_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:faster_rcnn_r101_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_r101_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_r101_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r101_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_r101_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r101_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_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/faster_rcnn/faster_rcnn_r101_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:faster_rcnn_r101_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/faster_rcnn_r101_fpn_1x_coco.pdparams
+trained_model_name:faster_rcnn_r101_fpn_1x_coco/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_r101_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r101_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_r101_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r101_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_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/faster_rcnn/faster_rcnn_r101_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r101_vd_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:faster_rcnn_r101_vd_fpn_1x_coco
+python:python3.7
+filename:faster_rcnn_r101_vd_fpn_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r101_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_vd_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_vd_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/faster_rcnn/faster_rcnn_r101_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r101_vd_fpn_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:faster_rcnn_r101_vd_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_r101_vd_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_r101_vd_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r101_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r101_vd_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_r101_vd_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r101_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_vd_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_vd_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/faster_rcnn/faster_rcnn_r101_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r101_vd_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:faster_rcnn_r101_vd_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/faster_rcnn_r101_vd_fpn_1x_coco.pdparams
+trained_model_name:faster_rcnn_r101_vd_fpn_1x_coco/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_r101_vd_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r101_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r101_vd_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_r101_vd_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r101_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_vd_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r101_vd_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/faster_rcnn/faster_rcnn_r101_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r34_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:faster_rcnn_r34_fpn_1x_coco
+python:python3.7
+filename:faster_rcnn_r34_fpn_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r34_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_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/faster_rcnn/faster_rcnn_r34_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r34_fpn_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:faster_rcnn_r34_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_r34_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_r34_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r34_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r34_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_r34_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r34_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_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/faster_rcnn/faster_rcnn_r34_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r34_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:faster_rcnn_r34_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/faster_rcnn_r34_fpn_1x_coco.pdparams
+trained_model_name:faster_rcnn_r34_fpn_1x_coco/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_r34_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r34_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r34_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_r34_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r34_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_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/faster_rcnn/faster_rcnn_r34_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r34_vd_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:faster_rcnn_r34_vd_fpn_1x_coco
+python:python3.7
+filename:faster_rcnn_r34_vd_fpn_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r34_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_vd_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_vd_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/faster_rcnn/faster_rcnn_r34_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r34_vd_fpn_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:faster_rcnn_r34_vd_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_r34_vd_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_r34_vd_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r34_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r34_vd_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_r34_vd_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r34_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_vd_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_vd_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/faster_rcnn/faster_rcnn_r34_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r34_vd_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:faster_rcnn_r34_vd_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/faster_rcnn_r34_vd_fpn_1x_coco.pdparams
+trained_model_name:faster_rcnn_r34_vd_fpn_1x_coco/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_r34_vd_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r34_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r34_vd_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_r34_vd_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r34_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_vd_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r34_vd_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/faster_rcnn/faster_rcnn_r34_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r50_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:faster_rcnn_r50_1x_coco
+python:python3.7
+filename:faster_rcnn_r50_1x_coco
+##
+--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
+quant_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
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/faster_rcnn/faster_rcnn_r50_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r50_1x_coco_train_infer_python.txt

+===========================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
+export2: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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r50_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:faster_rcnn_r50_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/faster_rcnn_r50_1x_coco.pdparams
+trained_model_name:faster_rcnn_r50_1x_coco/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
+export2: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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:faster_rcnn_r50_fpn_1x_coco
+python:python3.7
+filename:faster_rcnn_r50_fpn_1x_coco
+##
+--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
+quant_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
+export2: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
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco_train_infer_python.txt

+===========================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
+export2: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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:faster_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/faster_rcnn_r50_fpn_1x_coco.pdparams
+trained_model_name:faster_rcnn_r50_fpn_1x_coco/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
+export2: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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:faster_rcnn_r50_vd_1x_coco
+python:python3.7
+filename:faster_rcnn_r50_vd_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r50_vd_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/faster_rcnn/faster_rcnn_r50_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:faster_rcnn_r50_vd_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_vd_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_vd_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r50_vd_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_vd_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r50_vd_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/faster_rcnn/faster_rcnn_r50_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:faster_rcnn_r50_vd_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/faster_rcnn_r50_vd_1x_coco.pdparams
+trained_model_name:faster_rcnn_r50_vd_1x_coco/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_vd_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r50_vd_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_vd_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r50_vd_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/faster_rcnn/faster_rcnn_r50_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r50_vd_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:faster_rcnn_r50_vd_fpn_1x_coco
+python:python3.7
+filename:faster_rcnn_r50_vd_fpn_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r50_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_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/faster_rcnn/faster_rcnn_r50_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r50_vd_fpn_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:faster_rcnn_r50_vd_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_vd_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_vd_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r50_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r50_vd_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_vd_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r50_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_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/faster_rcnn/faster_rcnn_r50_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_r50_vd_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:faster_rcnn_r50_vd_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/faster_rcnn_r50_vd_fpn_1x_coco.pdparams
+trained_model_name:faster_rcnn_r50_vd_fpn_1x_coco/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_vd_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r50_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_r50_vd_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_vd_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_r50_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_r50_vd_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/faster_rcnn/faster_rcnn_r50_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_swin_tiny_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:faster_rcnn_swin_tiny_fpn_1x_coco
+python:python3.7
+filename:faster_rcnn_swin_tiny_fpn_1x_coco
+##
+--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
+quant_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
+export2: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
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_swin_tiny_fpn_1x_coco_train_infer_python.txt

+===========================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
+export2: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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_swin_tiny_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:faster_rcnn_swin_tiny_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=2
+pretrain_weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_swin_tiny_fpn_1x_coco.pdparams
+trained_model_name:faster_rcnn_swin_tiny_fpn_1x_coco/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
+export2: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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:faster_rcnn_x101_vd_64x4d_fpn_1x_coco
+python:python3.7
+filename:faster_rcnn_x101_vd_64x4d_fpn_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_x101_vd_64x4d_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_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/faster_rcnn/faster_rcnn_x101_vd_64x4d_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_fpn_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:faster_rcnn_x101_vd_64x4d_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_x101_vd_64x4d_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_x101_vd_64x4d_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_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_x101_vd_64x4d_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_x101_vd_64x4d_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_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/faster_rcnn/faster_rcnn_x101_vd_64x4d_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:faster_rcnn_x101_vd_64x4d_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/faster_rcnn_x101_vd_64x4d_fpn_1x_coco.pdparams
+trained_model_name:faster_rcnn_x101_vd_64x4d_fpn_1x_coco/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_x101_vd_64x4d_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_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_x101_vd_64x4d_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/faster_rcnn_x101_vd_64x4d_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/faster_rcnn/faster_rcnn_x101_vd_64x4d_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/faster_rcnn/faster_rcnn_x101_vd_64x4d_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/fcos/fcos_dcn_r50_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:fcos_dcn_r50_fpn_1x_coco
+python:python3.7
+filename:fcos_dcn_r50_fpn_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/fcos_dcn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/fcos/fcos_dcn_r50_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/fcos/fcos_dcn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/fcos/fcos_dcn_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_dcn_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/fcos/fcos_dcn_r50_fpn_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:fcos_dcn_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_dcn_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_dcn_r50_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/fcos/fcos_dcn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/fcos/fcos_dcn_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_dcn_r50_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/fcos_dcn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/fcos/fcos_dcn_r50_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/fcos/fcos_dcn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/fcos/fcos_dcn_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_dcn_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/fcos/fcos_dcn_r50_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:fcos_dcn_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=2
+pretrain_weights:https://paddledet.bj.bcebos.com/models/fcos_dcn_r50_fpn_1x_coco.pdparams
+trained_model_name:fcos_dcn_r50_fpn_1x_coco/model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/fcos/fcos_dcn_r50_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/fcos/fcos_dcn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/fcos/fcos_dcn_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_dcn_r50_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/fcos_dcn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/fcos/fcos_dcn_r50_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/fcos/fcos_dcn_r50_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/fcos/fcos_dcn_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_dcn_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/fcos/fcos_r50_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:fcos_r50_fpn_1x_coco
+python:python3.7
+filename:fcos_r50_fpn_1x_coco
+##
+--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
+quant_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
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/fcos/fcos_r50_fpn_1x_coco_train_infer_python.txt

+===========================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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/fcos/fcos_r50_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:fcos_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=2
+pretrain_weights:https://paddledet.bj.bcebos.com/models/fcos_r50_fpn_1x_coco.pdparams
+trained_model_name:fcos_r50_fpn_1x_coco/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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/dark_hrnet_w32_256x192_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:dark_hrnet_w32_256x192
+python:python3.7
+filename:dark_hrnet_w32_256x192
+##
+--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
+quant_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
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/dark_hrnet_w32_256x192_train_infer_python.txt

+===========================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/infer.py
+--device:gpu|cpu
+--enable_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/dark_hrnet_w32_256x192_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:dark_hrnet_w32_256x192
+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=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:dark_hrnet_w32_256x192/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/infer.py
+--device:gpu|cpu
+--enable_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/dark_hrnet_w48_256x192_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:dark_hrnet_w48_256x192
+python:python3.7
+filename:dark_hrnet_w48_256x192
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/dark_hrnet_w48_256x192.pdparams
+norm_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w48_256x192.yml -o
+quant_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w48_256x192.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w48_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_w48_256x192.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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/dark_hrnet_w48_256x192_train_infer_python.txt

+===========================train_params===========================
+model_name:dark_hrnet_w48_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_w48_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_w48_256x192.yml -o
+pact_train:tools/train.py -c configs/keypoint/hrnet/dark_hrnet_w48_256x192.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/keypoint/hrnet/dark_hrnet_w48_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_w48_256x192.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/dark_hrnet_w48_256x192.pdparams
+norm_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w48_256x192.yml -o
+pact_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w48_256x192.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w48_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_w48_256x192.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/dark_hrnet_w48_256x192_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:dark_hrnet_w48_256x192
+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=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_w48_256x192.pdparams
+trained_model_name:dark_hrnet_w48_256x192/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_w48_256x192.yml -o
+pact_train:tools/train.py -c configs/keypoint/hrnet/dark_hrnet_w48_256x192.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/keypoint/hrnet/dark_hrnet_w48_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_w48_256x192.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/dark_hrnet_w48_256x192.pdparams
+norm_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w48_256x192.yml -o
+pact_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w48_256x192.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w48_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_w48_256x192.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/higherhrnet_hrnet_w32_512_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:higherhrnet_hrnet_w32_512
+python:python3.7
+filename:higherhrnet_hrnet_w32_512
+##
+--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
+quant_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
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/higherhrnet_hrnet_w32_512_train_infer_python.txt

+===========================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/infer.py
+--device:gpu|cpu
+--enable_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/higherhrnet_hrnet_w32_512_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:higherhrnet_hrnet_w32_512
+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=20
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/higherhrnet_hrnet_w32_512.pdparams
+trained_model_name:higherhrnet_hrnet_w32_512/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/infer.py
+--device:gpu|cpu
+--enable_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/hrnet_w32_256x192_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:hrnet_w32_256x192
+python:python3.7
+filename:hrnet_w32_256x192
+##
+--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
+quant_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
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/hrnet_w32_256x192_train_infer_python.txt

+===========================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/infer.py
+--device:gpu|cpu
+--enable_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/hrnet_w32_256x192_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:hrnet_w32_256x192
+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=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:hrnet_w32_256x192/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/infer.py
+--device:gpu|cpu
+--enable_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/tinypose_128x96_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:tinypose_128x96
+python:python3.7
+filename:tinypose_128x96
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c configs/keypoint/tiny_pose/tinypose_128x96.yml -o
+quant_export:tools/export_model.py -c configs/keypoint/tiny_pose/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/keypoint/tiny_pose/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
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/tinypose_128x96_train_infer_python.txt

+===========================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 configs/keypoint/tiny_pose/tinypose_128x96.yml -o
+pact_train:tools/train.py -c configs/keypoint/tiny_pose/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/keypoint/tiny_pose/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/keypoint/tiny_pose/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 configs/keypoint/tiny_pose/tinypose_128x96.yml -o
+pact_export:tools/export_model.py -c configs/keypoint/tiny_pose/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/keypoint/tiny_pose/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/infer.py
+--device:gpu|cpu
+--enable_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/keypoint/tinypose_128x96_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================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:tinypose_128x96/model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/keypoint/tiny_pose/tinypose_128x96.yml -o
+pact_train:tools/train.py -c configs/keypoint/tiny_pose/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/keypoint/tiny_pose/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/keypoint/tiny_pose/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 configs/keypoint/tiny_pose/tinypose_128x96.yml -o
+pact_export:tools/export_model.py -c configs/keypoint/tiny_pose/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/keypoint/tiny_pose/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/infer.py
+--device:gpu|cpu
+--enable_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r101_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:mask_rcnn_r101_fpn_1x_coco
+python:python3.7
+filename:mask_rcnn_r101_fpn_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r101_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_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_r101_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r101_fpn_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:mask_rcnn_r101_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_r101_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_r101_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r101_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r101_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_r101_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r101_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_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_r101_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r101_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:mask_rcnn_r101_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_r101_fpn_1x_coco.pdparams
+trained_model_name:mask_rcnn_r101_fpn_1x_coco/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_r101_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r101_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r101_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_r101_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r101_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_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_r101_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r101_vd_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:mask_rcnn_r101_vd_fpn_1x_coco
+python:python3.7
+filename:mask_rcnn_r101_vd_fpn_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r101_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_vd_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_vd_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_r101_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r101_vd_fpn_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:mask_rcnn_r101_vd_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_r101_vd_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_r101_vd_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r101_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r101_vd_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_r101_vd_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r101_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_vd_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_vd_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_r101_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r101_vd_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:mask_rcnn_r101_vd_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_r101_vd_fpn_1x_coco.pdparams
+trained_model_name:mask_rcnn_r101_vd_fpn_1x_coco/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_r101_vd_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r101_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r101_vd_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_r101_vd_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r101_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_vd_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r101_vd_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_r101_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r50_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:mask_rcnn_r50_1x_coco
+python:python3.7
+filename:mask_rcnn_r50_1x_coco
+##
+--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
+quant_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
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r50_1x_coco_train_infer_python.txt

+===========================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
+export2: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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r50_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:mask_rcnn_r50_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_1x_coco.pdparams
+trained_model_name:mask_rcnn_r50_1x_coco/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
+export2: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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:mask_rcnn_r50_fpn_1x_coco
+python:python3.7
+filename:mask_rcnn_r50_fpn_1x_coco
+##
+--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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_train_infer_python.txt

+===========================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
+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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================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:mask_rcnn_r50_fpn_1x_coco/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
+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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r50_vd_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:mask_rcnn_r50_vd_fpn_1x_coco
+python:python3.7
+filename:mask_rcnn_r50_vd_fpn_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_vd_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_vd_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_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r50_vd_fpn_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:mask_rcnn_r50_vd_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_vd_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_vd_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_vd_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_vd_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_vd_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_vd_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_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r50_vd_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:mask_rcnn_r50_vd_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_vd_fpn_1x_coco.pdparams
+trained_model_name:mask_rcnn_r50_vd_fpn_1x_coco/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_vd_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_vd_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_vd_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_vd_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_vd_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_vd_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_vd_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_vd_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_fpn_1x_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:mask_rcnn_x101_vd_64x4d_fpn_1x_coco
+python:python3.7
+filename:mask_rcnn_x101_vd_64x4d_fpn_1x_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_x101_vd_64x4d_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_fpn_1x_coco.yml -o
+quant_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_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_x101_vd_64x4d_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_fpn_1x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:mask_rcnn_x101_vd_64x4d_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_x101_vd_64x4d_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_x101_vd_64x4d_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_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_x101_vd_64x4d_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_x101_vd_64x4d_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_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_x101_vd_64x4d_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_fpn_1x_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:mask_rcnn_x101_vd_64x4d_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_x101_vd_64x4d_fpn_1x_coco.pdparams
+trained_model_name:mask_rcnn_x101_vd_64x4d_fpn_1x_coco/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_x101_vd_64x4d_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_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_x101_vd_64x4d_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_x101_vd_64x4d_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_fpn_1x_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_x101_vd_64x4d_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_x101_vd_64x4d_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_l_640_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:picodet_l_640_coco
+python:python3.7
+filename:picodet_l_640_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_l_640_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/picodet_l_640_coco.yml -o
+quant_export:tools/export_model.py -c configs/picodet/picodet_l_640_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/picodet_l_640_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/picodet_l_640_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_l_640_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:picodet_l_640_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=32
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_l_640_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/picodet_l_640_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/picodet_l_640_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/picodet_l_640_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/picodet_l_640_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_l_640_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/picodet_l_640_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/picodet_l_640_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/picodet_l_640_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/picodet_l_640_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_l_640_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:picodet_l_640_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=32
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_l_640_coco.pdparams
+trained_model_name:picodet_l_640_coco/model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/picodet_l_640_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/picodet_l_640_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/picodet_l_640_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/picodet_l_640_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_l_640_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/picodet_l_640_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/picodet_l_640_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/picodet_l_640_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/picodet_l_640_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:picodet_lcnet_1_5x_416_coco
+python:python3.7
+filename:picodet_lcnet_1_5x_416_coco
+##
+--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/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+quant_export:tools/export_model.py -c configs/picodet/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/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/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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_train_infer_python.txt

+===========================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/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/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/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/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/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/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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================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:picodet_lcnet_1_5x_416_coco/model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/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/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/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/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/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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_m_416_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:picodet_m_416_coco
+python:python3.7
+filename:picodet_m_416_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_m_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/picodet_m_416_coco.yml -o
+quant_export:tools/export_model.py -c configs/picodet/picodet_m_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/picodet_m_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/picodet_m_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_m_416_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:picodet_m_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_m_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/picodet_m_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/picodet_m_416_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/picodet_m_416_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/picodet_m_416_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_m_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/picodet_m_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/picodet_m_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/picodet_m_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/picodet_m_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_m_416_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:picodet_m_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_m_416_coco.pdparams
+trained_model_name:picodet_m_416_coco/model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/picodet_m_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/picodet_m_416_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/picodet_m_416_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/picodet_m_416_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_m_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/picodet_m_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/picodet_m_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/picodet_m_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/picodet_m_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_mobilenetv3_large_1x_416_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:picodet_mobilenetv3_large_1x_416_coco
+python:python3.7
+filename:picodet_mobilenetv3_large_1x_416_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_mobilenetv3_large_1x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml -o
+quant_export:tools/export_model.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_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/more_config/picodet_mobilenetv3_large_1x_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_mobilenetv3_large_1x_416_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:picodet_mobilenetv3_large_1x_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_mobilenetv3_large_1x_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/more_config/picodet_mobilenetv3_large_1x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_mobilenetv3_large_1x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_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/more_config/picodet_mobilenetv3_large_1x_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_mobilenetv3_large_1x_416_coco_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt

+===========================train_params===========================
+model_name:picodet_mobilenetv3_large_1x_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_mobilenetv3_large_1x_416_coco.pdparams
+trained_model_name:picodet_mobilenetv3_large_1x_416_coco/model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_mobilenetv3_large_1x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/more_config/picodet_mobilenetv3_large_1x_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/more_config/picodet_mobilenetv3_large_1x_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_r18_640_coco_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt

+===========================cpp_infer_params===========================
+model_name:picodet_r18_640_coco
+python:python3.7
+filename:picodet_r18_640_coco
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_r18_640_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/more_config/picodet_r18_640_coco.yml -o
+quant_export:tools/export_model.py -c configs/picodet/more_config/picodet_r18_640_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/more_config/picodet_r18_640_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/more_config/picodet_r18_640_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:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:True
+null:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_r18_640_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:picodet_r18_640_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=56
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_r18_640_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/more_config/picodet_r18_640_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/more_config/picodet_r18_640_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/more_config/picodet_r18_640_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/more_config/picodet_r18_640_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_r18_640_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/more_config/picodet_r18_640_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/more_config/picodet_r18_640_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/more_config/picodet_r18_640_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/more_config/picodet_r18_640_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:True|False
+--cpu_threads:1|6
+--batch_size:1|8
+--use_tensorrt:null
+--run_mode:fluid|trt_fp32|trt_fp16
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:True
+null:null
\ No newline at end of file