更换文档检测模型

2024-08-27 14:42:45 +08:00
parent aea6f19951
commit 1514e09c40
2072 changed files with 254336 additions and 4967 deletions
--- a/paddle_detection/test_tipc/configs/keypoint/dark_hrnet_w32_256x192_train_infer_python.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/dark_hrnet_w32_256x192_train_infer_python.txt
@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:dark_hrnet_w32_256x192
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=210
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=64
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/dark_hrnet_w32_256x192.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml -o
+pact_train:tools/train.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/dark_hrnet_w32_256x192.pdparams
+norm_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml -o
+pact_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/keypoint/hrnet/dark_hrnet_w32_256x192.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================infer_benchmark_params===========================
+random_infer_input:[{float32,[3,256,192]}]
--- a/paddle_detection/test_tipc/configs/keypoint/higherhrnet_hrnet_w32_512_train_infer_python.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/higherhrnet_hrnet_w32_512_train_infer_python.txt
@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:higherhrnet_hrnet_w32_512
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=20
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/higherhrnet_hrnet_w32_512.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml -o
+pact_train:tools/train.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/higherhrnet_hrnet_w32_512.pdparams
+norm_export:tools/export_model.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml -o
+pact_export:tools/export_model.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/keypoint/higherhrnet/higherhrnet_hrnet_w32_512.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================train_benchmark_params==========================
+batch_size:20|24
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+random_infer_input:[{float32,[3,512,512]}]
--- a/paddle_detection/test_tipc/configs/keypoint/hrnet_w32_256x192_train_infer_python.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/hrnet_w32_256x192_train_infer_python.txt
@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:hrnet_w32_256x192
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=210
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=64
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/hrnet_w32_256x192.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml -o
+pact_train:tools/train.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/hrnet_w32_256x192.pdparams
+norm_export:tools/export_model.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml -o
+pact_export:tools/export_model.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/keypoint/hrnet/hrnet_w32_256x192.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================train_benchmark_params==========================
+batch_size:64|160
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+random_infer_input:[{float32,[3,256,192]}]
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96.yml
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96.yml
@@ -0,0 +1,147 @@
+use_gpu: true
+log_iter: 5
+save_dir: output
+snapshot_epoch: 10
+weights: output/tinypose_128x96/model_final
+epoch: 420
+num_joints: &num_joints 17
+pixel_std: &pixel_std 200
+metric: KeyPointTopDownCOCOEval
+num_classes: 1
+train_height: &train_height 128
+train_width: &train_width 96
+trainsize: &trainsize [*train_width, *train_height]
+hmsize: &hmsize [24, 32]
+flip_perm: &flip_perm [[1, 2], [3, 4], [5, 6], [7, 8], [9, 10], [11, 12], [13, 14], [15, 16]]
+
+
+#####model
+architecture: TopDownHRNet
+
+TopDownHRNet:
+  backbone: LiteHRNet
+  post_process: HRNetPostProcess
+  flip_perm: *flip_perm
+  num_joints: *num_joints
+  width: &width 40
+  loss: KeyPointMSELoss
+  use_dark: true
+
+LiteHRNet:
+  network_type: wider_naive
+  freeze_at: -1
+  freeze_norm: false
+  return_idx: [0]
+
+KeyPointMSELoss:
+  use_target_weight: true
+  loss_scale: 1.0
+
+#####optimizer
+LearningRate:
+  base_lr: 0.008
+  schedulers:
+  - !PiecewiseDecay
+    milestones: [380, 410]
+    gamma: 0.1
+  - !LinearWarmup
+    start_factor: 0.001
+    steps: 500
+
+OptimizerBuilder:
+  optimizer:
+    type: Adam
+  regularizer:
+    factor: 0.0
+    type: L2
+
+
+#####data
+TrainDataset:
+  !KeypointTopDownCocoDataset
+    image_dir: train2017
+    anno_path: annotations/person_keypoints_train2017.json
+    dataset_dir: dataset/coco
+    num_joints: *num_joints
+    trainsize: *trainsize
+    pixel_std: *pixel_std
+    use_gt_bbox: True
+
+
+EvalDataset:
+  !KeypointTopDownCocoDataset
+    image_dir: val2017
+    anno_path: annotations/person_keypoints_val2017.json
+    dataset_dir: dataset/coco
+    num_joints: *num_joints
+    trainsize: *trainsize
+    pixel_std: *pixel_std
+    use_gt_bbox: True
+    image_thre: 0.5
+
+TestDataset:
+  !ImageFolder
+    anno_path: dataset/coco/keypoint_imagelist.txt
+
+worker_num: 16
+global_mean: &global_mean [0.485, 0.456, 0.406]
+global_std: &global_std [0.229, 0.224, 0.225]
+TrainReader:
+  sample_transforms:
+    # - RandomFlipHalfBodyTransform:
+    #     scale: 0.25
+    #     rot: 30
+    #     num_joints_half_body: 8
+    #     prob_half_body: 0.3
+    #     pixel_std: *pixel_std
+    #     trainsize: *trainsize
+    #     upper_body_ids: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+    #     flip_pairs: *flip_perm
+    # - AugmentationbyInformantionDropping:
+    #     prob_cutout: 0.5
+    #     offset_factor: 0.05
+    #     num_patch: 1
+    #     trainsize: *trainsize
+    - TopDownAffine:
+        trainsize: *trainsize
+        use_udp: true
+    - ToHeatmapsTopDown_DARK:
+        hmsize: *hmsize
+        sigma: 1
+  batch_transforms:
+    - NormalizeImage:
+        mean: *global_mean
+        std: *global_std
+        is_scale: true
+    - Permute: {}
+  batch_size: 512
+  shuffle: true
+  drop_last: false
+
+EvalReader:
+  sample_transforms:
+    - TopDownAffine:
+        trainsize: *trainsize
+        use_udp: true
+  batch_transforms:
+    - NormalizeImage:
+        mean: *global_mean
+        std: *global_std
+        is_scale: true
+    - Permute: {}
+  batch_size: 16
+
+TestReader:
+  inputs_def:
+    image_shape: [3, *train_height, *train_width]
+  sample_transforms:
+    - Decode: {}
+    - TopDownEvalAffine:
+        trainsize: *trainsize
+    - NormalizeImage:
+        mean: *global_mean
+        std: *global_std
+        is_scale: true
+    - Permute: {}
+  batch_size: 1
+  fuse_normalize: false
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_KL_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_KL_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt
@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:tinypose_128x96_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_kl_quant -o
+##
+opencv_dir:default
+infer_mode:null
+infer_quant:True
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir_keypoint:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+--model_dir:./output_inference/picodet_s_320_pedestrian
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_KL_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_KL_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt
@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:tinypose_128x96_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml --export_serving_model True -o
+##
+infer_mode:null
+infer_quant:True
+--model:null
+--op:tinypose_128x96
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/hrnet_demo.jpg
+null:null
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_KL_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_KL_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt
@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:tinypose_128x96_KL
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml --export_serving_model True -o
+##
+infer_mode:null
+infer_quant:True
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/hrnet_demo.jpg
+null:null
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_PACT_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_PACT_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt
@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:tinypose_128x96_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://bj.bcebos.com/v1/paddledet/data/tipc/models/tinypose_128x96_qat.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/quant/tinypose_qat.yml -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_kl_quant -o
+##
+opencv_dir:default
+infer_mode:quant
+infer_quant:True
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir_keypoint:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+--model_dir:./output_inference/picodet_s_320_pedestrian
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_PACT_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_PACT_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt
@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:tinypose_128x96_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://bj.bcebos.com/v1/paddledet/data/tipc/models/tinypose_128x96_qat.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/quant/tinypose_qat.yml --export_serving_model True -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml --export_serving_model True -o
+##
+infer_mode:quant
+infer_quant:True
+--model:null
+--op:tinypose_128x96
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/hrnet_demo.jpg
+null:null
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_PACT_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_PACT_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt
@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:tinypose_128x96_PACT
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://bj.bcebos.com/v1/paddledet/data/tipc/models/tinypose_128x96_qat.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/quant/tinypose_qat.yml --export_serving_model True -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml --export_serving_model True -o
+##
+infer_mode:quant
+infer_quant:True
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/hrnet_demo.jpg
+null:null
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_model_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt
@@ -0,0 +1,29 @@
+===========================cpp_infer_params===========================
+model_name:tinypose_128x96
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_kl_quant -o
+##
+opencv_dir:default
+infer_mode:norm
+infer_quant:False
+inference:./deploy/cpp/build/main
+--device:gpu|cpu
+--use_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir_keypoint:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+--model_dir:./output_inference/picodet_s_320_pedestrian
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_model_linux_gpu_normal_normal_paddle2onnx_python_linux_cpu.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_model_linux_gpu_normal_normal_paddle2onnx_python_linux_cpu.txt
@@ -0,0 +1,30 @@
+===========================paddle2onnx_params===========================
+model_name:tinypose_128x96
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export_param:null
+kl_quant_export:tools/post_quant.py -c configs/keypoint/tiny_pose/yolov3_darknet53_270e_coco.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml -o
+##
+infer_mode:norm
+infer_quant:False
+cmd:paddle2onnx
+--model_dir:null
+--model_filename:model.pdmodel
+--params_filename:model.pdiparams
+--save_file:model.onnx
+--opset_version:11
+--enable_onnx_checker:True
+paddle2onnx_param1:null
+infer_py:./deploy/third_engine/onnx/infer.py
+--infer_cfg:null
+--onnx_file:null
+--image_file:./demo/hrnet_demo.jpg
+infer_param1:null
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_model_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt
@@ -0,0 +1,26 @@
+===========================serving_infer_cpp_params===========================
+model_name:tinypose_128x96
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml --export_serving_model True -o
+##
+infer_mode:norm
+infer_quant:False
+--model:null
+--op:tinypose_128x96
+--port:9997
+--gpu_ids:null|0
+null:null
+http_client:deploy/serving/cpp/serving_client.py
+--serving_client:null
+--image_file:./demo/hrnet_demo.jpg
+null:null
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_model_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt
@@ -0,0 +1,24 @@
+===========================serving_infer_python_params===========================
+model_name:tinypose_128x96
+python:python3.7
+filename:null
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --export_serving_model True -o
+quant_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact --export_serving_model True -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm --export_serving_model True -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml --export_serving_model True -o
+##
+infer_mode:norm
+infer_quant:False
+web_service:deploy/serving/python/web_service.py --config=deploy/serving/python/config.yml
+--model_dir:null
+--opt:cpu:op.ppdet.local_service_conf.device_type=0|gpu:op.ppdet.local_service_conf.device_type=1
+null:null
+http_client:deploy/serving/python/pipeline_http_client.py
+--image_file:./demo/hrnet_demo.jpg
+null:null
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_infer_python.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_infer_python.txt
@@ -0,0 +1,62 @@
+===========================train_params===========================
+model_name:tinypose_128x96
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=420
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=512
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml -o
+##
+infer_mode:norm|kl_quant
+infer_quant:False|True
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================train_benchmark_params==========================
+batch_size:512
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+random_infer_input:[{float32,[3,128,96]}]
+===========================to_static_train_benchmark_params===========================
+to_static_train:--to_static
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_linux_gpu_fleet_normal_infer_python_linux_gpu_cpu.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_linux_gpu_fleet_normal_infer_python_linux_gpu_cpu.txt
@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:tinypose_128x96
+python:python3.7
+gpu_list:192.168.0.1,192.168.0.2;0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=420
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=512
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/keypoint_infer.py
+--device:cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt
@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:tinypose_128x96
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:amp
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=420
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=512
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+null:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/keypoint/tiny_pose/tinypose_128x96.yml --slim_config _template_kl_quant -o
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_pact_infer_python.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_pact_infer_python.txt
@@ -0,0 +1,51 @@
+===========================train_params===========================
+model_name:tinypose_128x96
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=420
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=512
+pretrain_weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:pact_train
+norm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_train:tools/train.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+norm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml -o
+pact_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/quant/yolov3_mobilenet_v3_qat.yml -o
+fpgm_export:tools/export_model.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml -o
+##
+infer_mode:pact
+infer_quant:True
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:null
--- a/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_ptq_infer_python.txt
+++ b/paddle_detection/test_tipc/configs/keypoint/tinypose_128x96_train_ptq_infer_python.txt
@@ -0,0 +1,20 @@
+===========================ptq_params===========================
+model_name:tinypose_128x96
+python:python3.7
+filename:
+##
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/keypoint/tinypose_128x96.pdparams
+kl_quant_export:tools/post_quant.py -c test_tipc/configs/keypoint/tinypose_128x96.yml --slim_config configs/slim/post_quant/tinypose_128x96_ptq.yml -o
+export_param1:null
+##
+inference:./deploy/python/keypoint_infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--run_benchmark:False
+null:null