diff --git a/deploy/configs/inference_rec.yaml b/deploy/configs/inference_rec.yaml
index d224deabcc4be2179acc0e38a9b2ae5f7e39e7d8..b821ebe54db2f6297fbdb74bb038df41dccd7529 100644
--- a/deploy/configs/inference_rec.yaml
+++ b/deploy/configs/inference_rec.yaml
@@ -15,14 +15,15 @@ Global:
 RecPreProcess:
   transform_ops:
     - ResizeImage:
-        resize_short: 256
-    - CropImage:
-        size: 224
+        size: [224, 224]
+        return_numpy: False
+        interpolation: bilinear
+        backend: cv2
     - NormalizeImage:
-        scale: 0.00392157
+        scale: 1.0/255.0
         mean: [0.485, 0.456, 0.406]
         std: [0.229, 0.224, 0.225]
-        order: ""
+        order: hwc
     - ToCHWImage:
 
 RecPostProcess: null
diff --git a/deploy/paddleserving/recognition/test_cpp_serving_client.py b/deploy/paddleserving/recognition/test_cpp_serving_client.py
index f0193e25e7a899d5833b0ccf54961f8fe8f4a04d..0a51f1e02df021066a1ba474b076bcd82baa9851 100644
--- a/deploy/paddleserving/recognition/test_cpp_serving_client.py
+++ b/deploy/paddleserving/recognition/test_cpp_serving_client.py
@@ -113,7 +113,6 @@ if __name__ == "__main__":
         batch=False)
 
     # add retrieval procedure
-    print(fetch_map.keys())
     det_boxes = fetch_map["boxes"]
     searcher, id_map = init_index(index_dir)
     results = postprocess(fetch_map, feature_normalize, det_boxes, searcher,
diff --git a/docs/zh_CN/image_recognition_pipeline/feature_extraction.md b/docs/zh_CN/image_recognition_pipeline/feature_extraction.md
index 4bbbc1261bc299af323b68839aea406de03c0d73..0ae9f8bf913831440cdf6e5e51bc59dd357e9a15 100644
--- a/docs/zh_CN/image_recognition_pipeline/feature_extraction.md
+++ b/docs/zh_CN/image_recognition_pipeline/feature_extraction.md
@@ -252,12 +252,12 @@ python3.7 python/predict_rec.py \
 得到的特征输出格式如下所示：
 
 ```log
-wangzai.jpg:    [-4.72979844e-02  3.40038240e-02 -4.06982675e-02  2.46225717e-03
-  9.67078656e-03  2.70162839e-02 -8.85589980e-03 -4.71983254e-02
-  6.18615076e-02  1.38509814e-02 -1.11342799e-02  6.73768669e-02
- -1.03065455e-02 -4.88462113e-02  8.46387446e-03  1.57074817e-02
+wangzai.jpg:    [-7.82453567e-02  2.55877394e-02 -3.66694555e-02  1.34572461e-02
+  4.39076796e-02 -2.34078392e-02 -9.49947070e-03  1.28221214e-02
+  5.53947650e-02  1.01355985e-02 -1.06436480e-02  4.97181974e-02
+ -2.21862812e-02 -1.75557341e-02  1.55848479e-02 -3.33278324e-03
  ...
- -3.14170569e-02  7.35917836e-02 -3.09373233e-02 -2.31755469e-02]
+ -3.40284109e-02  8.35561901e-02  2.10910216e-02 -3.27066667e-02]
 ```
 
 在实际使用过程中，仅仅得到特征可能并不能满足业务需求。如果想进一步通过特征检索来进行图像识别，可以参照文档 [向量检索](./vector_search.md)。
diff --git a/test_tipc/README.md b/test_tipc/README.md
index 5a3426bcbbb98f7f4f891cd0b72119939f4769a2..e110f475ade01c64c72d6bbbdd1df816e0cb5d13 100644
--- a/test_tipc/README.md
+++ b/test_tipc/README.md
@@ -110,7 +110,6 @@ bash test_tipc/test_train_inference_python.sh ./test_tipc/configs/MobileNetV3/Mo
 - [test_train_pact_inference_python 使用](docs/test_train_pact_inference_python.md)：测试基于Python的模型PACT在线量化等基本功能。
 - [test_train_ptq_inference_python 使用](docs/test_train_ptq_inference_python.md)：测试基于Python的模型KL离线量化等基本功能。
 - [test_inference_cpp 使用](docs/test_inference_cpp.md) ：测试基于C++的模型推理。
-- [test_serving 使用](docs/test_serving.md) ：测试基于Paddle Serving的服务化部署功能。
 - [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_serving_infer_python 使用](docs/test_serving_infer_python.md)：测试python serving功能。
diff --git a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_custom_sampler.txt b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_custom_sampler.txt
index c1dbc89617fba27a3abfc80d9eca461f4aee212c..f3c78bbd2b5321260969acc9ea1a79fa6f39b1cf 100644
--- a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_custom_sampler.txt
+++ b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_custom_sampler.txt
@@ -13,14 +13,14 @@ train_infer_img_dir:./dataset/ILSVRC2012/val
 null:null
 ##
 trainer:norm_train
-norm_train:tools/train.py -c ppcls/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5.yaml -o DataLoader.Train.sampler.name="PKSampler" -o DataLoader.Train.sampler.sample_per_id=2 
+norm_train:tools/train.py -c ppcls/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5.yaml -o DataLoader.Train.sampler.name="PKSampler" -o DataLoader.Train.sampler.sample_per_id=2
 pact_train:null
 fpgm_train:null
 distill_train:null
 null:null
 null:null
 ##
-===========================eval_params=========================== 
+===========================eval_params===========================
 eval:null
 null:null
 ##
diff --git a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_infer_python.txt b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_infer_python.txt
index ff3bd088ddf22e20ca2b40aee1175c07961017f3..bdefd9476489bc61b870beb93a056dc2416d5213 100644
--- a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_infer_python.txt
+++ b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_infer_python.txt
@@ -20,7 +20,7 @@ distill_train:null
 null:null
 null:null
 ##
-===========================eval_params=========================== 
+===========================eval_params===========================
 eval:tools/eval.py -c ppcls/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5.yaml
 null:null
 ##
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/r
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_rec.py -c configs/inference_rec.yaml
+inference:python/predict_rec.py -c configs/inference_rec.yaml -o Global.rec_inference_model_dir="./models/general_PPLCNet_x2_5_lite_v1.0_infer"
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:False
 -o Global.cpu_num_threads:1
diff --git a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_linux_gpu_fleet_normal_infer_python_linux_gpu_cpu.txt b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_linux_gpu_fleet_normal_infer_python_linux_gpu_cpu.txt
index fdcc052e9bd53af443095586ab858af0049bd75b..2c7788ac6e31424061309e2e45116ea27fedf9a1 100644
--- a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_linux_gpu_fleet_normal_infer_python_linux_gpu_cpu.txt
+++ b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_linux_gpu_fleet_normal_infer_python_linux_gpu_cpu.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/r
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_rec.py -c configs/inference_rec.yaml
+inference:python/predict_rec.py -c configs/inference_rec.yaml -o Global.rec_inference_model_dir="./models/general_PPLCNet_x2_5_lite_v1.0_infer"
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:False
 -o Global.cpu_num_threads:1
diff --git a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt
index c433838faa65875fdb48679ae7fca47466a2f5c9..b2510e269d8af8018dac9745190f66d3a80615e7 100644
--- a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt
+++ b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/r
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_rec.py -c configs/inference_rec.yaml
+inference:python/predict_rec.py -c configs/inference_rec.yaml -o Global.rec_inference_model_dir="./models/general_PPLCNet_x2_5_lite_v1.0_infer"
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:False
 -o Global.cpu_num_threads:6
diff --git a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_multicard_eval.txt b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_multicard_eval.txt
index 165cfa9fb60d9d578ccfe7a9bd0fba5548bed3be..a4ef01b886183e9c18f54d90ab01ad528c908116 100644
--- a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_multicard_eval.txt
+++ b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_multicard_eval.txt
@@ -20,7 +20,7 @@ distill_train:null
 null:null
 null:null
 ##
-===========================eval_params=========================== 
+===========================eval_params===========================
 eval:null
 null:null
 ##
diff --git a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_no_eval.txt b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_no_eval.txt
index 1e167518433c4cfe42a931f4314361406941a87f..ba8ef39caaf7140aac059ae2b8a1aa9c962c301f 100644
--- a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_no_eval.txt
+++ b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_no_eval.txt
@@ -20,7 +20,7 @@ distill_train:null
 null:null
 null:null
 ##
-===========================eval_params=========================== 
+===========================eval_params===========================
 eval:null
 null:null
 ##
diff --git a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_pact_infer_python.txt b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_pact_infer_python.txt
index f557b258f42d7a793825e5a237de960a8c2e1fd8..5e299948b7876381371668f50ed1cbc9b47a3a93 100644
--- a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_pact_infer_python.txt
+++ b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_pact_infer_python.txt
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/r
 infer_model:../inference/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_rec.py -c configs/inference_rec.yaml
+inference:python/predict_rec.py -c configs/inference_rec.yaml -o Global.rec_inference_model_dir="./models/general_PPLCNet_x2_5_lite_v1.0_infer"
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:False
 -o Global.cpu_num_threads:1
diff --git a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_ptq_infer_python.txt b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_ptq_infer_python.txt
index d5863d8c06a2647b2c52bee77fac02368023f52c..925ee91757acb4f48458933fa2b9163dc9c4557a 100644
--- a/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_ptq_infer_python.txt
+++ b/test_tipc/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5_train_ptq_infer_python.txt
@@ -20,7 +20,7 @@ distill_train:null
 null:null
 null:null
 ##
-===========================eval_params=========================== 
+===========================eval_params===========================
 eval:tools/eval.py -c ppcls/configs/GeneralRecognition/GeneralRecognition_PPLCNet_x2_5.yaml
 null:null
 ##
@@ -37,7 +37,7 @@ pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/r
 infer_model:./general_PPLCNet_x2_5_lite_v1.0_infer/
 infer_export:True
 infer_quant:Fasle
-inference:python/predict_rec.py -c configs/inference_rec.yaml
+inference:python/predict_rec.py -c configs/inference_rec.yaml -o Global.rec_inference_model_dir="./models/general_PPLCNet_x2_5_lite_v1.0_infer"
 -o Global.use_gpu:True|False
 -o Global.enable_mkldnn:False
 -o Global.cpu_num_threads:1
diff --git a/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_linux_gpu_normal_normal_paddle2onnx_python_linux_cpu.txt b/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_linux_gpu_normal_normal_paddle2onnx_python_linux_cpu.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f22f55a52f869fe7811c7722da5bc63c8111120f
--- /dev/null
+++ b/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_linux_gpu_normal_normal_paddle2onnx_python_linux_cpu.txt
@@ -0,0 +1,16 @@
+===========================paddle2onnx_params===========================
+model_name:GeneralRecognitionV2_PPLCNetV2_base
+python:python3.7
+2onnx: paddle2onnx
+--model_dir:./deploy/models/general_PPLCNetV2_base_pretrained_v1.0_infer/
+--model_filename:inference.pdmodel
+--params_filename:inference.pdiparams
+--save_file:./deploy/models/general_PPLCNetV2_base_pretrained_v1.0_infer/inference.onnx
+--opset_version:10
+--enable_onnx_checker:True
+inference_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/PP-ShiTuV2/general_PPLCNetV2_base_pretrained_v1.0_infer.tar
+inference:./python/predict_rec.py
+Global.use_onnx:True
+Global.rec_inference_model_dir:./models/general_PPLCNetV2_base_pretrained_v1.0_infer
+Global.use_gpu:False
+-c:configs/inference_rec.yaml
\ No newline at end of file
diff --git a/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_infer_python.txt b/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_infer_python.txt
new file mode 100644
index 0000000000000000000000000000000000000000..81b59edbf4e18ac29579c4b45464d1f8a85a2024
--- /dev/null
+++ b/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_infer_python.txt
@@ -0,0 +1,60 @@
+===========================train_params===========================
+model_name:GeneralRecognitionV2_PPLCNetV2_base
+python:python3.7
+gpu_list:0|0,1
+-o Global.device:gpu
+-o Global.auto_cast:null
+-o Global.epochs:lite_train_lite_infer=2|whole_train_whole_infer=120
+-o Global.output_dir:./output/
+-o DataLoader.Train.sampler.batch_size:8
+-o Global.pretrained_model:null
+train_model_name:latest
+train_infer_img_dir:./dataset/ILSVRC2012/val
+null:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml -o Global.seed=1234 -o DataLoader.Train.sampler.shuffle=False -o DataLoader.Train.loader.num_workers=0 -o DataLoader.Train.loader.use_shared_memory=False -o Global.eval_during_train=False -o Global.save_interval=2 -o DataLoader.Train.dataset.cls_label_path=./dataset/train_reg_all_data.txt -o DataLoader.Train.loader.sampler.batch_size=8
+pact_train:null
+fpgm_train:null
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml
+null:null
+##
+===========================infer_params==========================
+-o Global.save_inference_dir:./inference
+-o Global.pretrained_model:
+norm_export:tools/export_model.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml
+quant_export:null
+fpgm_export:null
+distill_export:null
+kl_quant:null
+export2:null
+pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/pretrain/PPShiTuV2/general_PPLCNetV2_base_pretrained_v1.0.pdparams
+infer_model:../inference/
+infer_export:True
+infer_quant:Fasle
+inference:python/predict_rec.py -c configs/inference_rec.yaml
+-o Global.use_gpu:True|False
+-o Global.enable_mkldnn:False
+-o Global.cpu_num_threads:1
+-o Global.batch_size:1
+-o Global.use_tensorrt:False
+-o Global.use_fp16:False
+-o Global.rec_inference_model_dir:../inference
+-o Global.infer_imgs:../dataset/Aliproduct/demo_test/
+-o Global.save_log_path:null
+-o Global.benchmark:False
+null:null
+null:null
+===========================train_benchmark_params==========================
+batch_size:256
+fp_items:fp32|fp16
+epoch:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:FLAGS_eager_delete_tensor_gb=0.0;FLAGS_fraction_of_gpu_memory_to_use=0.98;FLAGS_conv_workspace_size_limit=4096
+===========================infer_benchmark_params==========================
+random_infer_input:[{float32,[3,224,224]}]
\ No newline at end of file
diff --git a/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_linux_gpu_fleet_normal_infer_python_linux_gpu_cpu.txt b/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_linux_gpu_fleet_normal_infer_python_linux_gpu_cpu.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1f32751d6ee296c341c0e8382e5fdae2b9335bb
--- /dev/null
+++ b/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_linux_gpu_fleet_normal_infer_python_linux_gpu_cpu.txt
@@ -0,0 +1,54 @@
+===========================train_params===========================
+model_name:GeneralRecognition_PPLCNet_x2_5
+python:python3.7
+gpu_list:192.168.0.1,192.168.0.2;0,1
+-o Global.device:gpu
+-o Global.auto_cast:null
+-o Global.epochs:lite_train_lite_infer=2|whole_train_whole_infer=120
+-o Global.output_dir:./output/
+-o DataLoader.Train.sampler.batch_size:8
+-o Global.pretrained_model:null
+train_model_name:latest
+train_infer_img_dir:./dataset/ILSVRC2012/val
+null:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml -o Global.seed=1234 -o DataLoader.Train.sampler.shuffle=False -o DataLoader.Train.loader.num_workers=0 -o DataLoader.Train.loader.use_shared_memory=False -o Global.eval_during_train=False -o Global.save_interval=2 -o DataLoader.Train.dataset.cls_label_path=./dataset/train_reg_all_data.txt -o DataLoader.Train.loader.sampler.batch_size=8
+pact_train:null
+fpgm_train:null
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml
+null:null
+##
+===========================infer_params==========================
+-o Global.save_inference_dir:./inference
+-o Global.pretrained_model:
+norm_export:tools/export_model.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml
+quant_export:null
+fpgm_export:null
+distill_export:null
+kl_quant:null
+export2:null
+pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/pretrain/PPShiTuV2/general_PPLCNetV2_base_pretrained_v1.0.pdparams
+infer_model:../inference/
+infer_export:True
+infer_quant:Fasle
+inference:python/predict_rec.py -c configs/inference_rec.yaml
+-o Global.use_gpu:True|False
+-o Global.enable_mkldnn:False
+-o Global.cpu_num_threads:1
+-o Global.batch_size:1
+-o Global.use_tensorrt:False
+-o Global.use_fp16:False
+-o Global.rec_inference_model_dir:../inference
+-o Global.infer_imgs:../dataset/Aliproduct/demo_test/
+-o Global.save_log_path:null
+-o Global.benchmark:False
+null:null
+null:null
+===========================infer_benchmark_params==========================
+random_infer_input:[{float32,[3,224,224]}]
\ No newline at end of file
diff --git a/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt b/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e436de4063ac5e4917815b639ae5684fce2831b
--- /dev/null
+++ b/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_linux_gpu_normal_amp_infer_python_linux_gpu_cpu.txt
@@ -0,0 +1,52 @@
+===========================train_params===========================
+model_name:GeneralRecognitionV2_PPLCNetV2_base
+python:python3.7
+gpu_list:0|0,1
+-o Global.device:gpu
+-o Global.auto_cast:null
+-o Global.epochs:lite_train_lite_infer=2|whole_train_whole_infer=100
+-o Global.output_dir:./output/
+-o DataLoader.Train.sampler.batch_size:8
+-o Global.pretrained_model:null
+train_model_name:latest
+train_infer_img_dir:./dataset/ILSVRC2012/val
+null:null
+##
+trainer:amp_train
+amp_train:tools/train.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml -o Global.seed=1234 -o DataLoader.Train.sampler.shuffle=False -o DataLoader.Train.loader.num_workers=0 -o DataLoader.Train.loader.use_shared_memory=False -o AMP.scale_loss=65536 -o AMP.use_dynamic_loss_scaling=True -o AMP.level=O2 -o Optimizer.multi_precision=True -o Global.eval_during_train=False -o DataLoader.Train.dataset.cls_label_path=./dataset/train_reg_all_data.txt -o DataLoader.Train.loader.sampler.batch_size=8
+pact_train:null
+fpgm_train:null
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml
+null:null
+##
+===========================infer_params==========================
+-o Global.save_inference_dir:./inference
+-o Global.pretrained_model:
+norm_export:tools/export_model.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml
+quant_export:null
+fpgm_export:null
+distill_export:null
+kl_quant:null
+export2:null
+pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/pretrain/PPShiTuV2/general_PPLCNetV2_base_pretrained_v1.0.pdparams
+infer_model:../inference/
+infer_export:True
+infer_quant:Fasle
+inference:python/predict_rec.py -c configs/inference_rec.yaml
+-o Global.use_gpu:True|False
+-o Global.enable_mkldnn:False
+-o Global.cpu_num_threads:6
+-o Global.batch_size:1
+-o Global.use_tensorrt:False
+-o Global.use_fp16:False
+-o Global.rec_inference_model_dir:../inference
+-o Global.infer_imgs:../dataset/Aliproduct/demo_test/
+-o Global.save_log_path:null
+-o Global.benchmark:False
+null:null
+null:null
diff --git a/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_pact_infer_python.txt b/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_pact_infer_python.txt
new file mode 100644
index 0000000000000000000000000000000000000000..68e4c4ac8ec00cb688fefa7d0a0d27bab9fedbe1
--- /dev/null
+++ b/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_pact_infer_python.txt
@@ -0,0 +1,54 @@
+===========================train_params===========================
+model_name:GeneralRecognitionV2_PPLCNetV2_base
+python:python3.7
+gpu_list:0
+-o Global.device:gpu
+-o Global.auto_cast:null
+-o Global.epochs:lite_train_lite_infer=2|whole_train_whole_infer=100
+-o Global.output_dir:./output/
+-o DataLoader.Train.sampler.batch_size:8
+-o Global.pretrained_model:null
+train_model_name:latest
+train_infer_img_dir:./dataset/ILSVRC2012/val
+null:null
+##
+trainer:pact_train
+norm_train:null
+pact_train:tools/train.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml -o Global.seed=1234 -o DataLoader.Train.sampler.shuffle=False -o DataLoader.Train.loader.num_workers=0 -o DataLoader.Train.loader.use_shared_memory=False -o Slim.quant.name=pact -o Optimizer.lr.learning_rate=0.006 -o Global.pretrained_model="pretrained_model/general_PPLCNetV2_base_pretrained_v1.0" -o DataLoader.Train.dataset.cls_label_path=./dataset/train_reg_all_data.txt -o AMP=None -o DataLoader.Train.sampler.batch_size=8
+fpgm_train:null
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml -o Slim.quant.name=pact
+null:null
+##
+===========================infer_params==========================
+-o Global.save_inference_dir:./inference
+-o Global.pretrained_model:
+norm_export:null
+quant_export:tools/export_model.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml -o Slim.quant.name=pact
+fpgm_export:null
+distill_export:null
+kl_quant:null
+export2:null
+pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/pretrain/PPShiTuV2/general_PPLCNetV2_base_pretrained_v1.0.pdparams
+infer_model:../inference/
+infer_export:True
+infer_quant:Fasle
+inference:python/predict_rec.py -c configs/inference_rec.yaml
+-o Global.use_gpu:True|False
+-o Global.enable_mkldnn:False
+-o Global.cpu_num_threads:1
+-o Global.batch_size:1
+-o Global.use_tensorrt:False
+-o Global.use_fp16:False
+-o Global.rec_inference_model_dir:../inference
+-o Global.infer_imgs:../dataset/Aliproduct/demo_test/
+-o Global.save_log_path:null
+-o Global.benchmark:True
+null:null
+null:null
+===========================infer_benchmark_params==========================
+random_infer_input:[{float32,[3,224,224]}]
\ No newline at end of file
diff --git a/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_ptq_infer_python.txt b/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_ptq_infer_python.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d82e871fb30aa70093b1f91aab3e0327fd16eedf
--- /dev/null
+++ b/test_tipc/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base_train_ptq_infer_python.txt
@@ -0,0 +1,54 @@
+===========================train_params===========================
+model_name:GeneralRecognitionV2_PPLCNetV2_base
+python:python3.7
+gpu_list:0
+-o Global.device:gpu
+-o Global.auto_cast:null
+-o Global.epochs:lite_train_lite_infer=2|whole_train_whole_infer=100
+-o Global.output_dir:./output/
+-o DataLoader.Train.sampler.batch_size:8
+-o Global.pretrained_model:null
+train_model_name:latest
+train_infer_img_dir:./dataset/ILSVRC2012/val
+null:null
+##
+trainer:pact_train
+norm_train:null
+pact_train:tools/train.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml -o Global.seed=1234 -o DataLoader.Train.sampler.shuffle=False -o DataLoader.Train.loader.num_workers=0 -o DataLoader.Train.loader.use_shared_memory=False
+fpgm_train:null
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml
+null:null
+##
+===========================infer_params==========================
+-o Global.save_inference_dir:./inference
+-o Global.pretrained_model:
+norm_export:null
+quant_export:tools/export_model.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml
+fpgm_export:null
+distill_export:null
+kl_quant:deploy/slim/quant_post_static.py -c ppcls/configs/GeneralRecognitionV2/GeneralRecognitionV2_PPLCNetV2_base.yaml -o Global.save_inference_dir=./general_PPLCNetV2_base_pretrained_v1.0_infer
+export2:null
+pretrained_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/PP-ShiTuV2/general_PPLCNetV2_base_pretrained_v1.0_infer.tar
+infer_model:./general_PPLCNetV2_base_pretrained_v1.0_infer
+infer_export:True
+infer_quant:Fasle
+inference:python/predict_rec.py -c configs/inference_rec.yaml
+-o Global.use_gpu:True|False
+-o Global.enable_mkldnn:False
+-o Global.cpu_num_threads:1
+-o Global.batch_size:1
+-o Global.use_tensorrt:False
+-o Global.use_fp16:False
+-o Global.rec_inference_model_dir:../inference
+-o Global.infer_imgs:../dataset/Aliproduct/demo_test/
+-o Global.save_log_path:null
+-o Global.benchmark:False
+null:null
+null:null
+===========================infer_benchmark_params==========================
+random_infer_input:[{float32,[3,224,224]}]
\ No newline at end of file
diff --git a/test_tipc/configs/PP-ShiTuV2/PPShiTuV2_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt b/test_tipc/configs/PP-ShiTuV2/PPShiTuV2_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt
new file mode 100644
index 0000000000000000000000000000000000000000..52a88a3183e1dde7e75177160e868c2617dc75cb
--- /dev/null
+++ b/test_tipc/configs/PP-ShiTuV2/PPShiTuV2_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt
@@ -0,0 +1,19 @@
+===========================cpp_infer_params===========================
+model_name:PPShiTuV2
+cpp_infer_type:shitu
+feature_inference_model_dir:./general_PPLCNetV2_base_pretrained_v1.0_infer/
+det_inference_model_dir:./picodet_PPLCNet_x2_5_mainbody_lite_v1.0_infer/
+cls_inference_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/PP-ShiTuV2/general_PPLCNetV2_base_pretrained_v1.0_infer.tar
+det_inference_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/picodet_PPLCNet_x2_5_mainbody_lite_v1.0_infer.tar
+infer_quant:False
+inference_cmd:./deploy/cpp_shitu/build/pp_shitu -c inference_drink.yaml
+use_gpu:True|False
+enable_mkldnn:False
+cpu_threads:1
+batch_size:1
+use_tensorrt:False
+precision:fp32
+data_dir:./dataset/drink_dataset_v2.0
+benchmark:True
+generate_yaml_cmd:python3.7 test_tipc/generate_cpp_yaml.py
+transform_index_cmd:python3.7 deploy/cpp_shitu/tools/transform_id_map.py -c inference_drink.yaml
diff --git a/test_tipc/configs/PP-ShiTuV2/PPShiTuV2_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt b/test_tipc/configs/PP-ShiTuV2/PPShiTuV2_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc0c086b5c7c713392bbb09a34994a631035dc26
--- /dev/null
+++ b/test_tipc/configs/PP-ShiTuV2/PPShiTuV2_linux_gpu_normal_normal_serving_cpp_linux_gpu_cpu.txt
@@ -0,0 +1,18 @@
+===========================serving_params===========================
+model_name:PPShiTuV2
+python:python3.7
+cls_inference_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/PP-ShiTuV2/general_PPLCNetV2_base_pretrained_v1.0_infer.tar
+det_inference_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/picodet_PPLCNet_x2_5_mainbody_lite_v1.0_infer.tar
+trans_model:-m paddle_serving_client.convert
+--dirname:./models/general_PPLCNetV2_base_pretrained_v1.0_infer/
+--dirname:./models/picodet_PPLCNet_x2_5_mainbody_lite_v1.0_infer/
+--model_filename:inference.pdmodel
+--params_filename:inference.pdiparams
+--serving_server:./models/general_PPLCNetV2_base_pretrained_v1.0_serving/
+--serving_client:./models/general_PPLCNetV2_base_pretrained_v1.0_client/
+--serving_server:./models/picodet_PPLCNet_x2_5_mainbody_lite_v1.0_serving/
+--serving_client:./models/picodet_PPLCNet_x2_5_mainbody_lite_v1.0_client/
+serving_dir:./paddleserving/recognition
+web_service:null
+--use_gpu:0|null
+pipline:test_cpp_serving_client.py
diff --git a/test_tipc/configs/PP-ShiTuV2/PPShiTuV2_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt b/test_tipc/configs/PP-ShiTuV2/PPShiTuV2_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c08a4cf3b21a9edbb2847b6ca4589f50136b60f
--- /dev/null
+++ b/test_tipc/configs/PP-ShiTuV2/PPShiTuV2_linux_gpu_normal_normal_serving_python_linux_gpu_cpu.txt
@@ -0,0 +1,18 @@
+===========================serving_params===========================
+model_name:PPShiTuV2
+python:python3.7
+cls_inference_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/PP-ShiTuV2/general_PPLCNetV2_base_pretrained_v1.0_infer.tar
+det_inference_model_url:https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/picodet_PPLCNet_x2_5_mainbody_lite_v1.0_infer.tar
+trans_model:-m paddle_serving_client.convert
+--dirname:./models/general_PPLCNetV2_base_pretrained_v1.0_infer/
+--dirname:./models/picodet_PPLCNet_x2_5_mainbody_lite_v1.0_infer/
+--model_filename:inference.pdmodel
+--params_filename:inference.pdiparams
+--serving_server:./models/general_PPLCNetV2_base_pretrained_v1.0_serving/
+--serving_client:./models/general_PPLCNetV2_base_pretrained_v1.0_client/
+--serving_server:./models/picodet_PPLCNet_x2_5_mainbody_lite_v1.0_serving/
+--serving_client:./models/picodet_PPLCNet_x2_5_mainbody_lite_v1.0_client/
+serving_dir:./paddleserving/recognition
+web_service:recognition_web_service.py
+--use_gpu:0|null
+pipline:pipeline_http_client.py
diff --git a/test_tipc/configs/PP-ShiTuV2/PPShiTuV2_mainbody_det_linux_gpu_normal_normal_paddle2onnx_python_linux_cpu.txt b/test_tipc/configs/PP-ShiTuV2/PPShiTuV2_mainbody_det_linux_gpu_normal_normal_paddle2onnx_python_linux_cpu.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bfd24bb4106245d7b279d0e7c07ffbc39f28fe83
--- /dev/null
+++ b/test_tipc/configs/PP-ShiTuV2/PPShiTuV2_mainbody_det_linux_gpu_normal_normal_paddle2onnx_python_linux_cpu.txt
@@ -0,0 +1,16 @@
+===========================paddle2onnx_params===========================
+model_name:PP-ShiTu_mainbody_det
+python:python3.7
+2onnx: paddle2onnx
+--model_dir:./deploy/models/picodet_lcnet_x2_5_640_mainbody_infer/
+--model_filename:inference.pdmodel
+--params_filename:inference.pdiparams
+--save_file:./deploy/models/picodet_lcnet_x2_5_640_mainbody_infer/inference.onnx
+--opset_version:11
+--enable_onnx_checker:True
+inference_model_url:https://paddledet.bj.bcebos.com/models/picodet_lcnet_x2_5_640_mainbody_infer.tar
+inference:null
+Global.use_onnx:null
+Global.inference_model_dir:null
+Global.use_gpu:null
+-c:null
\ No newline at end of file
diff --git a/test_tipc/docs/test_inference_cpp.md b/test_tipc/docs/test_inference_cpp.md
index 256e6a5f4d10d2e64e71778fe43f84c1784b3000..86a486ae93ca9f6664f9db708406e840609e2948 100644
--- a/test_tipc/docs/test_inference_cpp.md
+++ b/test_tipc/docs/test_inference_cpp.md
@@ -12,6 +12,7 @@ Linux GPU/CPU C++ 推理功能测试的主程序为`test_inference_cpp.sh`，可
 |   MobileNetV3   |          MobileNetV3_large_x1_0_KL           |    支持    |    支持    |
 |   MobileNetV3   |         MobileNetV3_large_x1_0_PACT          |    支持    |    支持    |
 |    PP-ShiTu     |  PPShiTu_general_rec、PPShiTu_mainbody_det   |    支持    |    支持    |
+|   PP-ShiTuV2    |  PPShiTuV2_general_rec、PPShiTu_mainbody_det |    支持    |    支持    |
 |    PP-ShiTu     |      GeneralRecognition_PPLCNet_x2_5_KL      |    支持    |    支持    |
 |    PP-ShiTu     |     GeneralRecognition_PPLCNet_x2_5_PACT     |    支持    |    支持    |
 |     PPHGNet     |                PPHGNet_small                 |    支持    |    支持    |
diff --git a/test_tipc/docs/test_serving_infer_cpp.md b/test_tipc/docs/test_serving_infer_cpp.md
index 3ddd0c253b9d596697da8108e9cf563a21bf0cba..d1dc02ac375a46a888a66ed240304f241dee25cb 100644
--- a/test_tipc/docs/test_serving_infer_cpp.md
+++ b/test_tipc/docs/test_serving_infer_cpp.md
@@ -15,6 +15,7 @@ Linux GPU/CPU C++ 服务化部署测试的主程序为`test_serving_infer_cpp.sh
 |    PP-ShiTu     |  PPShiTu_general_rec、PPShiTu_mainbody_det   |    支持    |    支持    |
 |    PP-ShiTu     |      GeneralRecognition_PPLCNet_x2_5_KL      |    支持    |    支持    |
 |    PP-ShiTu     |     GeneralRecognition_PPLCNet_x2_5_PACT     |    支持    |    支持    |
+|   PP-ShiTuV2    |  PPShiTuV2_general_rec、PPShiTu_mainbody_det |    支持    |    支持    |
 |     PPHGNet     |                PPHGNet_small                 |    支持    |    支持    |
 |     PPHGNet     |               PPHGNet_small_KL               |    支持    |    支持    |
 |     PPHGNet     |              PPHGNet_small_PACT              |    支持    |    支持    |
diff --git a/test_tipc/docs/test_serving_infer_python.md b/test_tipc/docs/test_serving_infer_python.md
index 9bd9dc4c2d65f2d55a0335d012fdef37b7097f54..6314031c6963662a0df2fd81dca57fd86f1ae9b0 100644
--- a/test_tipc/docs/test_serving_infer_python.md
+++ b/test_tipc/docs/test_serving_infer_python.md
@@ -15,6 +15,7 @@ Linux GPU/CPU PYTHON 服务化部署测试的主程序为`test_serving_infer_pyt
 |    PP-ShiTu     |  PPShiTu_general_rec、PPShiTu_mainbody_det   |    支持    |    支持    |
 |    PP-ShiTu     |      GeneralRecognition_PPLCNet_x2_5_KL      |    支持    |    支持    |
 |    PP-ShiTu     |     GeneralRecognition_PPLCNet_x2_5_PACT     |    支持    |    支持    |
+|   PP-ShiTuV2    |  PPShiTuV2_general_rec、PPShiTu_mainbody_det |    支持    |    支持    |
 |     PPHGNet     |                PPHGNet_small                 |    支持    |    支持    |
 |     PPHGNet     |               PPHGNet_small_KL               |    支持    |    支持    |
 |     PPHGNet     |              PPHGNet_small_PACT              |    支持    |    支持    |
diff --git a/test_tipc/docs/test_train_amp_inference_python.md b/test_tipc/docs/test_train_amp_inference_python.md
index a6a5897d3f1afeab333ad40d7b8b8f926b92c68e..b9fd6cb68981938120b2b2e610a517cc47592f61 100644
--- a/test_tipc/docs/test_train_amp_inference_python.md
+++ b/test_tipc/docs/test_train_amp_inference_python.md
@@ -10,6 +10,7 @@ Linux GPU/CPU 混合精度训练推理测试的主程序为`test_train_inference
 | :-------------: | :-------------------------------------: | :----------: | :----------: |
 |   MobileNetV3   |         MobileNetV3_large_x1_0          | 混合精度训练 | 混合精度训练 |
 |    PP-ShiTu     |     GeneralRecognition_PPLCNet_x2_5     | 混合精度训练 | 混合精度训练 |
+|   PP-ShiTuV2    |   GeneralRecognitionV2_PPLCNetV2_base   | 混合精度训练 | 混合精度训练 |
 |     PPHGNet     |              PPHGNet_small              | 混合精度训练 | 混合精度训练 |
 |     PPHGNet     |              PPHGNet_tiny               | 混合精度训练 | 混合精度训练 |
 |     PPLCNet     |              PPLCNet_x0_25              | 混合精度训练 | 混合精度训练 |
@@ -31,6 +32,7 @@ Linux GPU/CPU 混合精度训练推理测试的主程序为`test_train_inference
 | :-------------: | :-------------------------------------: | :--------: | :--------: | :-------: |
 |   MobileNetV3   |         MobileNetV3_large_x1_0          |    支持    |    支持    |     1     |
 |    PP-ShiTu     |     GeneralRecognition_PPLCNet_x2_5     |    支持    |    支持    |     1     |
+|   PP-ShiTuV2    |   GeneralRecognitionV2_PPLCNetV2_base   |    支持    |    支持    |     1     |
 |     PPHGNet     |              PPHGNet_small              |    支持    |    支持    |     1     |
 |     PPHGNet     |              PPHGNet_tiny               |    支持    |    支持    |     1     |
 |     PPLCNet     |              PPLCNet_x0_25              |    支持    |    支持    |     1     |
diff --git a/test_tipc/docs/test_train_pact_inference_python.md b/test_tipc/docs/test_train_pact_inference_python.md
index 6aeecad78a27172ea54aa2bbe318f68a5d0ee188..795c70c6447be933674b603130f93aed98c27e08 100644
--- a/test_tipc/docs/test_train_pact_inference_python.md
+++ b/test_tipc/docs/test_train_pact_inference_python.md
@@ -10,6 +10,7 @@ Linux GPU/CPU PACT量化训练推理测试的主程序为`test_train_inference_p
 | :-------------: | :-------------------------------------: | :----------: |
 |   MobileNetV3   |         MobileNetV3_large_x1_0          | PACT量化训练 |
 |    PP-ShiTu     |     GeneralRecognition_PPLCNet_x2_5     | PACT量化训练 |
+|   PP-ShiTuV2    |  GeneralRecognitionV2_PPLCNetV2_base    | PACT量化训练 |
 |     PPHGNet     |              PPHGNet_small              | PACT量化训练 |
 |     PPHGNet     |              PPHGNet_tiny               | PACT量化训练 |
 |     PPLCNet     |              PPLCNet_x0_25              | PACT量化训练 |
@@ -31,6 +32,7 @@ Linux GPU/CPU PACT量化训练推理测试的主程序为`test_train_inference_p
 | :-------------: | :-------------------------------------: | :--------: | :--------: | :-------: |
 |   MobileNetV3   |         MobileNetV3_large_x1_0          |    支持    |    支持    |     1     |
 |    PP-ShiTu     |     GeneralRecognition_PPLCNet_x2_5     |    支持    |    支持    |     1     |
+|   PP-ShiTuV2    |  GeneralRecognitionV2_PPLCNetV2_base    |    支持    |    支持    |     1     |
 |     PPHGNet     |              PPHGNet_small              |    支持    |    支持    |     1     |
 |     PPHGNet     |              PPHGNet_tiny               |    支持    |    支持    |     1     |
 |     PPLCNet     |              PPLCNet_x0_25              |    支持    |    支持    |     1     |
diff --git a/test_tipc/docs/test_train_ptq_inference_python.md b/test_tipc/docs/test_train_ptq_inference_python.md
index 29d5b9f59b31d96dd5fe2b325853fee911a87c97..18eddd127934fc63d82140c196913248572ae321 100644
--- a/test_tipc/docs/test_train_ptq_inference_python.md
+++ b/test_tipc/docs/test_train_ptq_inference_python.md
@@ -10,6 +10,7 @@ Linux GPU/CPU KL离线量化推理测试的主程序为`test_ptq_inference_pytho
 | :-------------: | :-------------------------------------: | :----------: |
 |   MobileNetV3   |         MobileNetV3_large_x1_0          | KL离线量化 |
 |    PP-ShiTu     |     GeneralRecognition_PPLCNet_x2_5     | KL离线量化 |
+|    PP-ShiTuV2   |     GeneralRecognitionV2_PPLCNetV2_base | KL离线量化 |
 |     PPHGNet     |              PPHGNet_small              | KL离线量化 |
 |     PPHGNet     |              PPHGNet_tiny               | KL离线量化 |
 |     PPLCNet     |              PPLCNet_x0_25              | KL离线量化 |
@@ -31,6 +32,7 @@ Linux GPU/CPU KL离线量化推理测试的主程序为`test_ptq_inference_pytho
 | :-------------: | :-------------------------------------: | :----------: |
 |   MobileNetV3   |         MobileNetV3_large_x1_0          | KL离线量化 |
 |    PP-ShiTu     |     GeneralRecognition_PPLCNet_x2_5     | KL离线量化 |
+|   PP-ShiTuV2    |     GeneralRecognitionV2_PPLCNetV2_base | KL离线量化 |
 |     PPHGNet     |              PPHGNet_small              | KL离线量化 |
 |     PPHGNet     |              PPHGNet_tiny               | KL离线量化 |
 |     PPLCNet     |              PPLCNet_x0_25              | KL离线量化 |
diff --git a/test_tipc/prepare.sh b/test_tipc/prepare.sh
index ad4c5fc214cb16208514c218f55feebb22685f6d..db8f3925879fbf8781af59ef6ec0d17b3b699d81 100644
--- a/test_tipc/prepare.sh
+++ b/test_tipc/prepare.sh
@@ -43,7 +43,8 @@ function func_get_url_file_name() {
 model_name=$(func_parser_value "${lines[1]}")
 
 # install paddleclas whl
-python setup.py install
+python_name=$(func_parser_value "${lines[2]}")
+${python_name} setup.py install
 
 if [[ ${MODE} = "cpp_infer" ]]; then
     if [ -d "./deploy/cpp/opencv-3.4.7/opencv3/" ] && [ $(md5sum ./deploy/cpp/opencv-3.4.7.tar.gz | awk -F ' ' '{print $1}') = "faa2b5950f8bee3f03118e600c74746a" ]; then
@@ -142,6 +143,8 @@ if [[ ${MODE} = "cpp_infer" ]]; then
             cd dataset
             wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/drink_dataset_v1.0.tar
             tar -xf drink_dataset_v1.0.tar
+            wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/drink_dataset_v2.0.tar
+            tar -xf drink_dataset_v2.0.tar
         else
             echo "Wrong cpp type in config file in line 3. only support cls, shitu"
         fi
@@ -170,8 +173,9 @@ if [[ $model_name == *ShiTu* ]]; then
     ln -s demo_test.txt val_list.txt
     cd ../../
     eval "wget -nc $model_url_value --no-check-certificate"
-    mv general_PPLCNet_x2_5_pretrained_v1.0.pdparams GeneralRecognition_PPLCNet_x2_5_pretrained.pdparams
-    exit 0
+    if [[ -d "./general_PPLCNet_x2_5_pretrained_v1.0.pdparams" ]]; then
+        mv general_PPLCNet_x2_5_pretrained_v1.0.pdparams GeneralRecognition_PPLCNet_x2_5_pretrained.pdparams
+    fi
 fi
 
 if [[ $FILENAME == *use_dali* ]]; then
@@ -243,12 +247,12 @@ elif [[ ${MODE} = "whole_infer" ]]; then
         cd ../../
     fi
     # download inference or pretrained model
-    eval "wget -nc $model_url_value"
+    eval "wget -nc ${model_url_value}"
     if [[ ${model_url_value} =~ ".tar" ]]; then
         tar_name=$(func_get_url_file_name "${model_url_value}")
-        echo $tar_name
-        rm -rf {tar_name}
-        tar xf ${tar_name}
+        echo ${tar_name}
+        eval "tar -xf ${tar_name}"
+        rm -f ${tar_name}
     fi
     if [[ $model_name == "SwinTransformer_large_patch4_window7_224" || $model_name == "SwinTransformer_large_patch4_window12_384" ]]; then
         cmd="mv ${model_name}_22kto1k_pretrained.pdparams ${model_name}_pretrained.pdparams"
@@ -278,7 +282,7 @@ fi
 if [[ ${MODE} = "serving_infer" ]]; then
     # prepare serving env
     python_name=$(func_parser_value "${lines[2]}")
-    if [[ ${model_name} = "PPShiTu" ]]; then
+    if [[ ${model_name} =~ "PPShiTu" ]]; then
         cls_inference_model_url=$(func_parser_value "${lines[3]}")
         cls_tar_name=$(func_get_url_file_name "${cls_inference_model_url}")
         det_inference_model_url=$(func_parser_value "${lines[4]}")
@@ -286,6 +290,8 @@ if [[ ${MODE} = "serving_infer" ]]; then
         cd ./deploy
         wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/drink_dataset_v1.0.tar --no-check-certificate
         tar -xf drink_dataset_v1.0.tar
+        wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/drink_dataset_v2.0.tar --no-check-certificate
+        tar -xf drink_dataset_v2.0.tar
         mkdir models
         cd models
         wget -nc ${cls_inference_model_url} && tar xf ${cls_tar_name}
@@ -319,6 +325,7 @@ if [[ ${MODE} = "paddle2onnx_infer" ]]; then
     inference_model_url=$(func_parser_value "${lines[10]}")
     tar_name=${inference_model_url##*/}
 
+    ${python_name} -m pip install onnx
     ${python_name} -m pip install paddle2onnx
     ${python_name} -m pip install onnxruntime
     if [[ ${model_name} =~ "GeneralRecognition" ]]; then
@@ -335,14 +342,12 @@ if [[ ${MODE} = "paddle2onnx_infer" ]]; then
         rm -rf val_list.txt
         ln -s demo_test.txt val_list.txt
         cd ../../
-        eval "wget -nc $model_url_value --no-check-certificate"
-        mv general_PPLCNet_x2_5_pretrained_v1.0.pdparams GeneralRecognition_PPLCNet_x2_5_pretrained.pdparams
     fi
     cd deploy
     mkdir models
     cd models
     wget -nc ${inference_model_url}
-    tar xf ${tar_name}
+    eval "tar -xf ${tar_name}"
     cd ../../
 fi
 
diff --git a/test_tipc/test_serving_infer_cpp.sh b/test_tipc/test_serving_infer_cpp.sh
index fdb7ef186bafd9dcd879150188e1f0450ca87211..d9b62ed3dca7de580b09ee62e01a22a983a3d4fc 100644
--- a/test_tipc/test_serving_infer_cpp.sh
+++ b/test_tipc/test_serving_infer_cpp.sh
@@ -192,9 +192,19 @@ function func_serving_rec(){
     det_trans_model_cmd="${python_interp} ${trans_model_py} ${set_dirname} ${set_model_filename} ${set_params_filename} ${set_serving_server} ${set_serving_client}"
     eval ${det_trans_model_cmd}
 
-    cp_prototxt_cmd="cp ./paddleserving/recognition/preprocess/general_PPLCNet_x2_5_lite_v1.0_serving/*.prototxt ${cls_serving_server_value}"
+    OLD_IFS="${IFS}"
+    IFS='/'
+    tmp_arr=($cls_serving_server_value)
+    lastIndex=$((${#tmp_arr[@]}-1))
+    cls_serving_server_dirname="${tmp_arr[lastIndex]}"
+    tmp_arr=($cls_serving_client_value)
+    lastIndex=$((${#tmp_arr[@]}-1))
+    cls_serving_client_dirname="${tmp_arr[lastIndex]}"
+    IFS="${OLD_IFS}"
+
+    cp_prototxt_cmd="cp ./paddleserving/recognition/preprocess/${cls_serving_server_dirname}/*.prototxt ${cls_serving_server_value}"
     eval ${cp_prototxt_cmd}
-    cp_prototxt_cmd="cp ./paddleserving/recognition/preprocess/general_PPLCNet_x2_5_lite_v1.0_client/*.prototxt ${cls_serving_client_value}"
+    cp_prototxt_cmd="cp ./paddleserving/recognition/preprocess/${cls_serving_client_dirname}/*.prototxt ${cls_serving_client_value}"
     eval ${cp_prototxt_cmd}
     cp_prototxt_cmd="cp ./paddleserving/recognition/preprocess/picodet_PPLCNet_x2_5_mainbody_lite_v1.0_client/*.prototxt ${det_serving_client_value}"
     eval ${cp_prototxt_cmd}
diff --git a/test_tipc/test_serving_infer_python.sh b/test_tipc/test_serving_infer_python.sh
index 050c3c89c9a454eb7f973f405ded37a3f1df042a..db13afbb2e8bb4b59e64726a647fce87092e0f29 100644
--- a/test_tipc/test_serving_infer_python.sh
+++ b/test_tipc/test_serving_infer_python.sh
@@ -311,7 +311,7 @@ echo "################### run test ###################"
 
 export Count=0
 IFS="|"
-if [[ ${model_name} = "PPShiTu" ]]; then
+if [[ ${model_name} =~ "PPShiTu" ]]; then
     func_serving_rec
 else
     func_serving_cls