[TIPC] add pact test shell (#6301)

* [TIPC] add log print in shell

* [TIPC] add pact txt

test_tipc/configs/keypoint/tinypose_128x96_train_pact_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:pact_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 configs/slim/quant/yolov3_mobilenet_v3_qat.yml -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 configs/slim/quant/yolov3_mobilenet_v3_qat.yml -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 configs/slim/post_quant/tinypose_128x96_ptq.yml -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco_train_pact_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:pact_train
+norm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/mask_rcnn_r50_fpn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.yml --slim_config configs/slim/post_quant/mask_rcnn_r50_fpn_1x_coco_ptq.yml -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_l_640_coco_train_pact_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:pact_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/picodet_l_640_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/picodet_l_640_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/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/legacy_model/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/legacy_model/picodet_l_640_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_l_640_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_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/legacy_model/picodet_l_640_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_lcnet_1_5x_416_coco_train_pact_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:pact_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_lcnet_1_5x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_5x_416_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_m_416_coco_train_pact_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:pact_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/picodet_m_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/picodet_m_416_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/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/legacy_model/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/legacy_model/picodet_m_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_m_416_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/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/legacy_model/picodet_m_416_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_mobilenetv3_large_1x_416_coco_train_pact_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:pact_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_mobilenetv3_large_1x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_mobilenetv3_large_1x_416_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_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/legacy_model/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/legacy_model/more_config/picodet_mobilenetv3_large_1x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_mobilenetv3_large_1x_416_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_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/legacy_model/more_config/picodet_mobilenetv3_large_1x_416_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_r18_640_coco_train_pact_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:pact_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_r18_640_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_r18_640_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_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/legacy_model/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/legacy_model/more_config/picodet_r18_640_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_r18_640_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_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/legacy_model/more_config/picodet_r18_640_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_s_320_coco_train_pact_infer_python.txt

+===========================train_params===========================
+model_name:picodet_s_320_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=128
+pretrain_weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_s_320_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config configs/slim/post_quant/picodet_s_ptq.yml -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/picodet/picodet_shufflenetv2_1x_416_coco_train_pact_infer_python.txt

+===========================train_params===========================
+model_name:picodet_shufflenetv2_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_shufflenetv2_1x_416_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_shufflenetv2_1x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_shufflenetv2_1x_416_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_shufflenetv2_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/legacy_model/more_config/picodet_shufflenetv2_1x_416_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/picodet_shufflenetv2_1x_416_coco.pdparams
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_shufflenetv2_1x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_shufflenetv2_1x_416_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_shufflenetv2_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/legacy_model/more_config/picodet_shufflenetv2_1x_416_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/ppyolo/ppyolo_mbv3_large_coco_train_pact_infer_python.txt

+===========================train_params===========================
+model_name:ppyolo_mbv3_large_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=405
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=24
+pretrain_weights:https://paddledet.bj.bcebos.com/models/ppyolo_mbv3_large_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml -o
+pact_train:tools/train.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/prune/ppyolo_mbv3_large_prune_fpgm.yml -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolo_mbv3_large_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml -o
+pact_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/prune/ppyolo_mbv3_large_prune_fpgm.yml -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_mbv3_large_coco.yml --slim_config configs/slim/post_quant/ppyolo_mbv3_large_ptq.yml -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/ppyolo/ppyolo_mbv3_small_coco_train_pact_infer_python.txt

+===========================train_params===========================
+model_name:ppyolo_mbv3_small_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=270
+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/ppyolo_mbv3_small_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/ppyolo/ppyolo_mbv3_small_coco.yml -o
+pact_train:tools/train.py -c configs/ppyolo/ppyolo_mbv3_small_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/ppyolo/ppyolo_mbv3_small_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/ppyolo/ppyolo_mbv3_small_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolo_mbv3_small_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_small_coco.yml -o
+pact_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_small_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_mbv3_small_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_mbv3_small_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/ppyolo/ppyolo_r18vd_coco_train_pact_infer_python.txt

+===========================train_params===========================
+model_name:ppyolo_r18vd_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=270
+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/ppyolo_r18vd_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/ppyolo/ppyolo_r18vd_coco.yml -o
+pact_train:tools/train.py -c configs/ppyolo/ppyolo_r18vd_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/ppyolo/ppyolo_r18vd_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/ppyolo/ppyolo_r18vd_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolo_r18vd_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_r18vd_coco.yml -o
+pact_export:tools/export_model.py -c configs/ppyolo/ppyolo_r18vd_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_r18vd_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_r18vd_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/ppyolo/ppyolo_r50vd_dcn_1x_coco_train_pact_infer_python.txt

+===========================train_params===========================
+model_name:ppyolo_r50vd_dcn_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=405
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=24
+pretrain_weights:https://paddledet.bj.bcebos.com/models/ppyolo_r50vd_dcn_1x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/ppyolo/ppyolo_r50vd_dcn_1x_coco.yml -o
+pact_train:tools/train.py -c configs/ppyolo/ppyolo_r50vd_dcn_1x_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/ppyolo/ppyolo_r50vd_dcn_1x_coco.yml --slim_config configs/slim/prune/ppyolo_r50vd_prune_fpgm.yml -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/ppyolo/ppyolo_r50vd_dcn_1x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolo_r50vd_dcn_1x_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_r50vd_dcn_1x_coco.yml -o
+pact_export:tools/export_model.py -c configs/ppyolo/ppyolo_r50vd_dcn_1x_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_r50vd_dcn_1x_coco.yml --slim_config configs/slim/prune/ppyolo_r50vd_prune_fpgm.yml -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_r50vd_dcn_1x_coco.yml --slim_config configs/slim/post_quant/ppyolo_r50vd_dcn_ptq.yml -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/ppyolo/ppyolo_tiny_650e_coco_train_pact_infer_python.txt

+===========================train_params===========================
+model_name:ppyolo_tiny_650e_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=650
+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/ppyolo_tiny_650e_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/ppyolo/ppyolo_tiny_650e_coco.yml -o
+pact_train:tools/train.py -c configs/ppyolo/ppyolo_tiny_650e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/ppyolo/ppyolo_tiny_650e_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/ppyolo/ppyolo_tiny_650e_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolo_tiny_650e_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolo_tiny_650e_coco.yml -o
+pact_export:tools/export_model.py -c configs/ppyolo/ppyolo_tiny_650e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolo_tiny_650e_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolo_tiny_650e_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/ppyolo/ppyolov2_r101vd_dcn_365e_coco_train_pact_infer_python.txt

+===========================train_params===========================
+model_name:ppyolov2_r101vd_dcn_365e_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=365
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=12
+pretrain_weights:https://paddledet.bj.bcebos.com/models/ppyolov2_r101vd_dcn_365e_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/ppyolo/ppyolov2_r101vd_dcn_365e_coco.yml -o
+pact_train:tools/train.py -c configs/ppyolo/ppyolov2_r101vd_dcn_365e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/ppyolo/ppyolov2_r101vd_dcn_365e_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/ppyolo/ppyolov2_r101vd_dcn_365e_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolov2_r101vd_dcn_365e_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolov2_r101vd_dcn_365e_coco.yml -o
+pact_export:tools/export_model.py -c configs/ppyolo/ppyolov2_r101vd_dcn_365e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolov2_r101vd_dcn_365e_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolov2_r101vd_dcn_365e_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/ppyolo/ppyolov2_r50vd_dcn_365e_coco_train_pact_infer_python.txt

+===========================train_params===========================
+model_name:ppyolov2_r50vd_dcn_365e_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=365
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=12
+pretrain_weights:https://paddledet.bj.bcebos.com/models/ppyolov2_r50vd_dcn_365e_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/ppyolo/ppyolov2_r50vd_dcn_365e_coco.yml -o
+pact_train:tools/train.py -c configs/ppyolo/ppyolov2_r50vd_dcn_365e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/ppyolo/ppyolov2_r50vd_dcn_365e_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/ppyolo/ppyolov2_r50vd_dcn_365e_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyolov2_r50vd_dcn_365e_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyolo/ppyolov2_r50vd_dcn_365e_coco.yml -o
+pact_export:tools/export_model.py -c configs/ppyolo/ppyolov2_r50vd_dcn_365e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyolo/ppyolov2_r50vd_dcn_365e_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyolo/ppyolov2_r50vd_dcn_365e_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/ppyoloe/ppyoloe_crn_l_300e_coco_train_pact_infer_python.txt

+===========================train_params===========================
+model_name:ppyoloe_crn_l_300e_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=20
+pretrain_weights:https://paddledet.bj.bcebos.com/models/ppyoloe_crn_l_300e_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/ppyoloe/ppyoloe_crn_l_300e_coco.yml -o
+pact_train:tools/train.py -c configs/ppyoloe/ppyoloe_crn_l_300e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/ppyoloe/ppyoloe_crn_l_300e_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/ppyoloe/ppyoloe_crn_l_300e_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyoloe_crn_l_300e_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_crn_l_300e_coco.yml -o
+pact_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_crn_l_300e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_crn_l_300e_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyoloe/ppyoloe_crn_l_300e_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/ppyoloe/ppyoloe_crn_m_300e_coco_train_pact_infer_python.txt

+===========================train_params===========================
+model_name:ppyoloe_crn_m_300e_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=28
+pretrain_weights:https://paddledet.bj.bcebos.com/models/ppyoloe_crn_m_300e_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/ppyoloe/ppyoloe_crn_m_300e_coco.yml -o
+pact_train:tools/train.py -c configs/ppyoloe/ppyoloe_crn_m_300e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/ppyoloe/ppyoloe_crn_m_300e_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/ppyoloe/ppyoloe_crn_m_300e_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyoloe_crn_m_300e_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_crn_m_300e_coco.yml -o
+pact_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_crn_m_300e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_crn_m_300e_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyoloe/ppyoloe_crn_m_300e_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/ppyoloe/ppyoloe_crn_s_300e_coco_train_pact_infer_python.txt

+===========================train_params===========================
+model_name:ppyoloe_crn_s_300e_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/ppyoloe_crn_s_300e_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/ppyoloe/ppyoloe_crn_s_300e_coco.yml -o
+pact_train:tools/train.py -c configs/ppyoloe/ppyoloe_crn_s_300e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/ppyoloe/ppyoloe_crn_s_300e_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/ppyoloe/ppyoloe_crn_s_300e_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyoloe_crn_s_300e_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_crn_s_300e_coco.yml -o
+pact_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_crn_s_300e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_crn_s_300e_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyoloe/ppyoloe_crn_s_300e_coco.yml --slim_config configs/slim/post_quant/ppyoloe_crn_s_300e_coco_ptq.yml -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/ppyoloe/ppyoloe_crn_x_300e_coco_train_pact_infer_python.txt

+===========================train_params===========================
+model_name:ppyoloe_crn_x_300e_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=16
+pretrain_weights:https://paddledet.bj.bcebos.com/models/ppyoloe_crn_x_300e_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/ppyoloe/ppyoloe_crn_x_300e_coco.yml -o
+pact_train:tools/train.py -c configs/ppyoloe/ppyoloe_crn_x_300e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/ppyoloe/ppyoloe_crn_x_300e_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/ppyoloe/ppyoloe_crn_x_300e_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyoloe_crn_x_300e_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_crn_x_300e_coco.yml -o
+pact_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_crn_x_300e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_crn_x_300e_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyoloe/ppyoloe_crn_x_300e_coco.yml --slim_config _template_kl_quant -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/configs/yolov3/yolov3_darknet53_270e_coco_train_pact_infer_python.txt

+===========================train_params===========================
+model_name:yolov3_darknet53_270e_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=270
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=8
+pretrain_weights:https://paddledet.bj.bcebos.com/models/yolov3_darknet53_270e_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c configs/yolov3/yolov3_darknet53_270e_coco.yml -o
+pact_train:tools/train.py -c configs/yolov3/yolov3_darknet53_270e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c configs/yolov3/yolov3_darknet53_270e_coco.yml --slim_config configs/slim/prune/yolov3_darknet_prune_fpgm.yml -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/yolov3/yolov3_darknet53_270e_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/yolov3_darknet53_270e_coco.pdparams
+norm_export:tools/export_model.py -c configs/yolov3/yolov3_darknet53_270e_coco.yml -o
+pact_export:tools/export_model.py -c configs/yolov3/yolov3_darknet53_270e_coco.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c configs/yolov3/yolov3_darknet53_270e_coco.yml --slim_config configs/slim/prune/yolov3_darknet_prune_fpgm.yml -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/yolov3/yolov3_darknet53_270e_coco.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
\ No newline at end of file

test_tipc/test_inference_cpp.sh

@@ -208,6 +208,7 @@ for infer_mode in ${cpp_infer_mode_list[*]}; do
         echo  $export_cmd
         eval "${export_cmd} > ${export_log_path} 2>&1"
         status_export=$?
+        cat ${export_log_path}
         status_check $status_export "${export_cmd}" "${status_log}" "${model_name}"
     fi
 

test_tipc/test_paddle2onnx.sh

@@ -80,6 +80,7 @@ function func_paddle2onnx_inference(){
     trans_model_cmd="${padlle2onnx_cmd} ${set_dirname} ${set_model_filename} ${set_params_filename} ${set_save_model} ${set_opset_version} ${set_enable_onnx_checker} ${set_paddle2onnx_params1}"
     eval "${trans_model_cmd} > ${trans_log_path} 2>&1"
     last_status=${PIPESTATUS[0]}
+    cat ${trans_log_path}
     status_check $last_status "${trans_model_cmd}" "${status_log}" "${model_name}"
 
     # python inference
@@ -92,6 +93,7 @@ function func_paddle2onnx_inference(){
     infer_model_cmd="${python} ${inference_py} ${set_infer_cfg} ${set_onnx_file} ${set_infer_image_file} ${set_infer_param1}"
     eval "${infer_model_cmd} > ${_save_log_path} 2>&1"
     last_status=${PIPESTATUS[0]}
+    cat ${_save_log_path}
     status_check $last_status "${infer_model_cmd}" "${status_log}" "${model_name}"
 }
 
@@ -117,6 +119,7 @@ for infer_mode in ${infer_mode_list[*]}; do
         echo  $export_cmd
         eval "${export_cmd} > ${export_log_path} 2>&1"
         status_export=$?
+        cat ${export_log_path}
         status_check $status_export "${export_cmd}" "${status_log}" "${model_name}"
     fi
 

test_tipc/test_ptq_inference_python.sh

@@ -107,6 +107,7 @@ ptq_cmd="${python} ${kl_quant_export} ${set_export_weight} ${set_filename} ${set
 echo  $ptq_cmd
 eval "${ptq_cmd} > ${export_log_path} 2>&1"
 status_export=$?
+cat ${export_log_path}
 status_check $status_export "${ptq_cmd}" "${status_log}" "${model_name}"
 
 #run inference

test_tipc/test_serving_infer_cpp.sh

@@ -79,14 +79,15 @@ function func_serving_inference(){
         web_service_cmd="${_python} -m paddle_serving_server.serve ${_set_server_model_dir} ${set_op} ${set_port} ${set_gpu_ids} ${set_web_service_params1} > ${server_log_path} 2>&1 &"
         eval $web_service_cmd
         last_status=${PIPESTATUS[0]}
+        cat ${server_log_path}
         status_check $last_status "${web_service_cmd}" "${status_log}" "${model_name}"
         sleep 5s
         # run http client
         http_client_cmd="${_python} ${http_client_py} ${_set_client_model_dir} ${_set_image_file} ${set_http_client_params1} > ${client_log_path} 2>&1"
         eval $http_client_cmd
         last_status=${PIPESTATUS[0]}
+        cat ${client_log_path}
         status_check $last_status "${http_client_cmd}" "${status_log}" "${model_name}"
-        eval "cat ${client_log_path}"
         ps ux | grep -i ${port_value} | awk '{print $2}' | xargs kill -s 9
         sleep 2s
     done
@@ -115,6 +116,7 @@ for infer_mode in ${infer_mode_list[*]}; do
         echo  $export_cmd
         eval "${export_cmd} > ${export_log_path} 2>&1"
         status_export=$?
+        cat ${export_log_path}
         status_check $status_export "${export_cmd}" "${status_log}" "${model_name}"
     fi
 

test_tipc/test_serving_infer_python.sh

@@ -70,14 +70,15 @@ function func_serving_inference(){
         web_service_cmd="${_python} ${_service_script} ${_set_model_dir} ${_set_opt} ${set_web_service_params1} > ${server_log_path} 2>&1 &"
         eval $web_service_cmd
         last_status=${PIPESTATUS[0]}
+        cat ${server_log_path}
         status_check $last_status "${web_service_cmd}" "${status_log}" "${model_name}"
         sleep 5s
         # run http client
         http_client_cmd="${_python} ${_client_script} ${_set_image_file} ${set_http_client_params1} > ${client_log_path} 2>&1"
         eval $http_client_cmd
         last_status=${PIPESTATUS[0]}
+        cat ${client_log_path}
         status_check $last_status "${http_client_cmd}" "${status_log}" "${model_name}"
-        eval "cat ${client_log_path}"
         ps ux | grep -E 'web_service' | awk '{print $2}' | xargs kill -s 9
         sleep 2s
     done
@@ -115,6 +116,7 @@ for infer_mode in ${infer_mode_list[*]}; do
         echo  $export_cmd
         eval "${export_cmd} > ${export_log_path} 2>&1"
         status_export=$?
+        cat ${export_log_path}
         status_check $status_export "${export_cmd}" "${status_log}" "${model_name}"
     fi
 

test_tipc/test_train_inference_python.sh

@@ -293,7 +293,9 @@ else
                 # run train
                 train_log_path="${LOG_PATH}/${trainer}_gpus_${gpu}_autocast_${autocast}_nodes_${nodes}.log"
                 eval "${cmd} > ${train_log_path} 2>&1"
-                status_check $? "${cmd}" "${status_log}" "${model_name}"
+                last_status=$?
+                cat ${train_log_path}
+                status_check $last_status "${cmd}" "${status_log}" "${model_name}"
 
                 set_eval_trained_weight=$(func_set_params "${export_weight_key}" "${save_log}/${model_name}/${train_model_name}")
                 # run eval
@@ -302,7 +304,9 @@ else
                     eval_log_path="${LOG_PATH}/${trainer}_gpus_${gpu}_autocast_${autocast}_nodes_${nodes}_eval.log"
                     eval_cmd="${python} ${eval_py} ${set_eval_trained_weight} ${set_use_gpu} ${set_eval_params1}"
                     eval "${eval_cmd} > ${eval_log_path} 2>&1"
-                    status_check $? "${eval_cmd}" "${status_log}" "${model_name}"
+                    last_status=$?
+                    cat ${eval_log_path}
+                    status_check $last_status "${eval_cmd}" "${status_log}" "${model_name}"
                 fi
                 # run export model
                 if [ ${run_export} != "null" ]; then
@@ -321,7 +325,9 @@ else
                     export_log_path="${LOG_PATH}/${trainer}_gpus_${gpu}_autocast_${autocast}_nodes_${nodes}_export.log"
                     export_cmd="${python} ${run_export} ${set_export_weight} ${set_filename} ${set_save_export_dir} "
                     eval "${export_cmd} > ${export_log_path} 2>&1"
-                    status_check $? "${export_cmd}" "${status_log}" "${model_name}"
+                    last_status=$?
+                    cat ${export_log_path}
+                    status_check $last_status "${export_cmd}" "${status_log}" "${model_name}"
 
                     #run inference
                     if [ ${export_onnx_key} != "export_onnx" ]; then