diff --git a/deploy/pdserving/ocr_cpp_client.py b/deploy/pdserving/ocr_cpp_client.py
new file mode 100755
index 0000000000000000000000000000000000000000..2baa7565ac78b9551c788c7b36457bce38828eb5
--- /dev/null
+++ b/deploy/pdserving/ocr_cpp_client.py
@@ -0,0 +1,56 @@
+# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# pylint: disable=doc-string-missing
+
+from paddle_serving_client import Client
+import sys
+import numpy as np
+import base64
+import os
+import cv2
+from paddle_serving_app.reader import Sequential, URL2Image, ResizeByFactor
+from paddle_serving_app.reader import Div, Normalize, Transpose
+from ocr_reader import OCRReader
+
+client = Client()
+# TODO:load_client need to load more than one client model.
+# this need to figure out some details.
+client.load_client_config(sys.argv[1:])
+client.connect(["127.0.0.1:9293"])
+
+import paddle
+test_img_dir = "test_img/"
+
+ocr_reader = OCRReader(char_dict_path="../../ppocr/utils/ppocr_keys_v1.txt")
+
+
+def cv2_to_base64(image):
+    return base64.b64encode(image).decode(
+        'utf8')  #data.tostring()).decode('utf8')
+
+
+for img_file in os.listdir(test_img_dir):
+    with open(os.path.join(test_img_dir, img_file), 'rb') as file:
+        image_data = file.read()
+    image = cv2_to_base64(image_data)
+    res_list = []
+    #print(image)
+    fetch_map = client.predict(
+        feed={"x": image}, fetch=["save_infer_model/scale_0.tmp_1"], batch=True)
+    print("fetrch map:", fetch_map)
+    one_batch_res = ocr_reader.postprocess(fetch_map, with_score=True)
+    for res in one_batch_res:
+        res_list.append(res[0])
+    res = {"res": str(res_list)}
+    print(res)
diff --git a/deploy/pdserving/pipeline_http_client.py b/deploy/pdserving/pipeline_http_client.py
index 0befe2f6144d18e24fb3f72ed1d919fd8cd7d5a4..61d13178220118eaf53c51723a9ef65201373ffb 100644
--- a/deploy/pdserving/pipeline_http_client.py
+++ b/deploy/pdserving/pipeline_http_client.py
@@ -18,13 +18,19 @@ import json
 import base64
 import os
 
+import argparse
+parser = argparse.ArgumentParser(description="args for paddleserving")
+parser.add_argument("--image_dir", type=str, default="../../doc/imgs/")
+args = parser.parse_args()
+
 
 def cv2_to_base64(image):
     return base64.b64encode(image).decode('utf8')
 
 
 url = "http://127.0.0.1:9998/ocr/prediction"
-test_img_dir = "../../doc/imgs/"
+test_img_dir = args.image_dir
+
 for idx, img_file in enumerate(os.listdir(test_img_dir)):
     with open(os.path.join(test_img_dir, img_file), 'rb') as file:
         image_data1 = file.read()
@@ -36,5 +42,4 @@ for idx, img_file in enumerate(os.listdir(test_img_dir)):
         r = requests.post(url=url, data=json.dumps(data))
         print(r.json())
 
-test_img_dir = "../../doc/imgs/"
 print("==> total number of test imgs: ", len(os.listdir(test_img_dir)))
diff --git a/deploy/pdserving/pipeline_rpc_client.py b/deploy/pdserving/pipeline_rpc_client.py
index 79f898faf37f946cdbf4a87d4d62c8b1f9d5c93b..4dcb1ad5f533729e344809e99951b59fb2908537 100644
--- a/deploy/pdserving/pipeline_rpc_client.py
+++ b/deploy/pdserving/pipeline_rpc_client.py
@@ -30,7 +30,12 @@ def cv2_to_base64(image):
     return base64.b64encode(image).decode('utf8')
 
 
-test_img_dir = "imgs/"
+import argparse
+parser = argparse.ArgumentParser(description="args for paddleserving")
+parser.add_argument("--image_dir", type=str, default="../../doc/imgs/")
+args = parser.parse_args()
+test_img_dir = args.image_dir
+
 for img_file in os.listdir(test_img_dir):
     with open(os.path.join(test_img_dir, img_file), 'rb') as file:
         image_data = file.read()
diff --git a/test_tipc/configs/mac_ppocr_det_mobile_params.txt b/test_tipc/configs/mac_ppocr_det_mobile_params.txt
index b0415c9a1f79837866812d1e545ad8fd09fb681d..0200e2954948e5aeb719aa43e8a88d70c2af506d 100644
--- a/test_tipc/configs/mac_ppocr_det_mobile_params.txt
+++ b/test_tipc/configs/mac_ppocr_det_mobile_params.txt
@@ -80,7 +80,8 @@ op.det.local_service_conf.use_mkldnn:True|False
 op.det.local_service_conf.thread_num:1|6
 op.det.local_service_conf.use_trt:False|True
 op.det.local_service_conf.precision:fp32|fp16|int8
-pipline:pipeline_http_client.py --image_dir=../../doc/imgs
+pipline:pipeline_http_client.py|pipeline_rpc_client.py
+--image_dir=../../doc/imgs
 ===========================kl_quant_params===========================
 infer_model:./inference/ch_ppocr_mobile_v2.0_det_infer/
 infer_export:tools/export_model.py -c configs/det/ch_ppocr_v2.0/ch_det_mv3_db_v2.0.yml -o
diff --git a/test_tipc/configs/ppocr_det_mobile_params.txt b/test_tipc/configs/ppocr_det_mobile_params.txt
index 3442627613b20b687566ce9e84d7404c4a836e83..a6bbabd15449053fdaa24087c9d0492280ebe4e3 100644
--- a/test_tipc/configs/ppocr_det_mobile_params.txt
+++ b/test_tipc/configs/ppocr_det_mobile_params.txt
@@ -80,7 +80,8 @@ op.det.local_service_conf.use_mkldnn:True|False
 op.det.local_service_conf.thread_num:1|6
 op.det.local_service_conf.use_trt:False|True
 op.det.local_service_conf.precision:fp32|fp16|int8
-pipline:pipeline_http_client.py --image_dir=../../doc/imgs
+pipline:pipeline_rpc_client.py|pipeline_http_client.py
+--image_dir:../../doc/imgs
 ===========================kl_quant_params===========================
 infer_model:./inference/ch_ppocr_mobile_v2.0_det_infer/
 infer_export:tools/export_model.py -c configs/det/ch_ppocr_v2.0/ch_det_mv3_db_v2.0.yml -o
diff --git a/test_tipc/configs/ppocr_det_server_params.txt b/test_tipc/configs/ppocr_det_server_params.txt
index bba4ef44f769ed16671ead55a0eba6ee986aaaaa..f688fffac8824b0608ea6b6cec0683c70feb659e 100644
--- a/test_tipc/configs/ppocr_det_server_params.txt
+++ b/test_tipc/configs/ppocr_det_server_params.txt
@@ -80,4 +80,5 @@ op.det.local_service_conf.use_mkldnn:True|False
 op.det.local_service_conf.thread_num:1|6
 op.det.local_service_conf.use_trt:False|True
 op.det.local_service_conf.precision:fp32|fp16|int8
-pipline:pipeline_http_client.py --image_dir=../../doc/imgs
+pipline:pipeline_http_client.py|pipeline_rpc_client.py
+--image_dir=../../doc/imgs
diff --git a/test_tipc/configs/ppocr_rec_mobile_params.txt b/test_tipc/configs/ppocr_rec_mobile_params.txt
index f3f3a54e14e042693d28559e487852a079f77bdd..3177d19cf6cf7759e13e5597492f3bd7fcea78ff 100644
--- a/test_tipc/configs/ppocr_rec_mobile_params.txt
+++ b/test_tipc/configs/ppocr_rec_mobile_params.txt
@@ -80,4 +80,5 @@ op.rec.local_service_conf.use_mkldnn:True|False
 op.rec.local_service_conf.thread_num:1|6
 op.rec.local_service_conf.use_trt:False|True
 op.rec.local_service_conf.precision:fp32|fp16|int8
-pipline:pipeline_http_client.py --image_dir=../../doc/imgs_words_en
+pipline:pipeline_http_client.py|pipeline_rpc_client.py
+--image_dir=../../doc/imgs_words_en
diff --git a/test_tipc/configs/ppocr_rec_server_params.txt b/test_tipc/configs/ppocr_rec_server_params.txt
index 77961e8e651e0d770dae64860cc129aa2d50dcf2..3bc1dcce2c7103f2180c19551e8f5379e5524476 100644
--- a/test_tipc/configs/ppocr_rec_server_params.txt
+++ b/test_tipc/configs/ppocr_rec_server_params.txt
@@ -80,4 +80,5 @@ op.rec.local_service_conf.use_mkldnn:True|False
 op.rec.local_service_conf.thread_num:1|6
 op.rec.local_service_conf.use_trt:False|True
 op.rec.local_service_conf.precision:fp32|fp16|int8
-pipline:pipeline_http_client.py --image_dir=../../doc/imgs_words_en
+pipline:pipeline_http_client.py|pipeline_rpc_client.py
+--image_dir=../../doc/imgs_words_en
diff --git a/test_tipc/configs/win_ppocr_det_mobile_params.txt b/test_tipc/configs/win_ppocr_det_mobile_params.txt
index 5a532ceb307fe87174dc6b46fbde236405f59ff5..0f4faee4b32925b4d0780ece6838c176238c7000 100644
--- a/test_tipc/configs/win_ppocr_det_mobile_params.txt
+++ b/test_tipc/configs/win_ppocr_det_mobile_params.txt
@@ -80,7 +80,8 @@ op.det.local_service_conf.use_mkldnn:True|False
 op.det.local_service_conf.thread_num:1|6
 op.det.local_service_conf.use_trt:False|True
 op.det.local_service_conf.precision:fp32|fp16|int8
-pipline:pipeline_http_client.py --image_dir=../../doc/imgs
+pipline:pipeline_http_client.py|pipeline_rpc_client.py
+--image_dir=../../doc/imgs
 ===========================kl_quant_params===========================
 infer_model:./inference/ch_ppocr_mobile_v2.0_det_infer/
 infer_export:tools/export_model.py -c configs/det/ch_ppocr_v2.0/ch_det_mv3_db_v2.0.yml -o
diff --git a/test_tipc/test_lite.sh b/test_tipc/test_lite.sh
index 832003ba302fe86995e20029cdb019e72d9ce162..1fd9d3c7186207922c436e7981622c707a56596f 100644
--- a/test_tipc/test_lite.sh
+++ b/test_tipc/test_lite.sh
@@ -3,7 +3,7 @@ source ./common_func.sh
 export LD_LIBRARY_PATH=${PWD}:$LD_LIBRARY_PATH
 
 FILENAME=$1
-dataline=$(awk 'NR==101, NR==110{print}'  $FILENAME)
+dataline=$(awk 'NR==102, NR==111{print}'  $FILENAME)
 echo $dataline
 # parser params
 IFS=$'\n'
diff --git a/test_tipc/test_serving.sh b/test_tipc/test_serving.sh
index be7b594c3848c423937c59336ce3bf686f8f228d..9b1e90ed6116f32e232657e30277a747a70904c7 100644
--- a/test_tipc/test_serving.sh
+++ b/test_tipc/test_serving.sh
@@ -2,7 +2,7 @@
 source test_tipc/common_func.sh
 
 FILENAME=$1
-dataline=$(awk 'NR==67, NR==83{print}'  $FILENAME)
+dataline=$(awk 'NR==67, NR==84{print}'  $FILENAME)
 
 # parser params
 IFS=$'\n'
@@ -35,6 +35,8 @@ web_use_trt_list=$(func_parser_value "${lines[14]}")
 web_precision_key=$(func_parser_key "${lines[15]}")
 web_precision_list=$(func_parser_value "${lines[15]}")
 pipeline_py=$(func_parser_value "${lines[16]}")
+image_dir_key=$(func_parser_key "${lines[17]}")
+image_dir_value=$(func_parser_value "${lines[17]}")
 
 LOG_PATH="../../test_tipc/output"
 mkdir -p ./test_tipc/output
@@ -51,67 +53,98 @@ function func_serving(){
     set_params_filename=$(func_set_params "${params_filename_key}" "${params_filename_value}")
     set_serving_server=$(func_set_params "${serving_server_key}" "${serving_server_value}")
     set_serving_client=$(func_set_params "${serving_client_key}" "${serving_client_value}")
+    set_image_dir=$(func_set_params "${image_dir_key}" "${image_dir_value}")
     trans_model_cmd="${python} ${trans_model_py} ${set_dirname} ${set_model_filename} ${set_params_filename} ${set_serving_server} ${set_serving_client}"
     eval $trans_model_cmd
     cd ${serving_dir_value}
     echo $PWD
     unset https_proxy
     unset http_proxy
-    for use_gpu in ${web_use_gpu_list[*]}; do
-        echo ${ues_gpu}
-        if [ ${use_gpu} = "null" ]; then
-            for use_mkldnn in ${web_use_mkldnn_list[*]}; do
-                if [ ${use_mkldnn} = "False" ]; then
-                    continue
-                fi
-                for threads in ${web_cpu_threads_list[*]}; do
-                      _save_log_path="${LOG_PATH}/server_infer_cpu_usemkldnn_${use_mkldnn}_threads_${threads}_batchsize_1.log"
-                      set_cpu_threads=$(func_set_params "${web_cpu_threads_key}" "${threads}")
-                      web_service_cmd="${python} ${web_service_py} ${web_use_gpu_key}=${use_gpu} ${web_use_mkldnn_key}=${use_mkldnn} ${set_cpu_threads} &"
-                      eval $web_service_cmd
-                      sleep 2s
-                      pipeline_cmd="${python} ${pipeline_py} > ${_save_log_path} 2>&1 "
-                      eval $pipeline_cmd
-                      last_status=${PIPESTATUS[0]}
-                      eval "cat ${_save_log_path}"
-                      status_check $last_status "${pipeline_cmd}" "${status_log}"
-                      PID=$!
-                      kill $PID
-                      sleep 2s
-                      ps ux | grep -E 'web_service|pipeline' | awk '{print $2}' | xargs kill -s 9
-                done
-            done
-        elif [ ${use_gpu} = "0" ]; then
-            for use_trt in ${web_use_trt_list[*]}; do
-                for precision in ${web_precision_list[*]}; do
-                    if [[ ${_flag_quant} = "False" ]] && [[ ${precision} =~ "int8" ]]; then
-                        continue
-                    fi
-                    if [[ ${precision} =~ "fp16" || ${precision} =~ "int8" ]] && [ ${use_trt} = "False" ]; then
-                        continue
-                    fi
-                    if [[ ${use_trt} = "False" || ${precision} =~ "int8" ]] && [[ ${_flag_quant} = "True" ]]; then
-                        continue
-                    fi
-                    _save_log_path="${LOG_PATH}/server_infer_gpu_usetrt_${use_trt}_precision_${precision}_batchsize_1.log"
-                    set_tensorrt=$(func_set_params "${web_use_trt_key}" "${use_trt}")
-                    set_precision=$(func_set_params "${web_precision_key}" "${precision}")
-                    web_service_cmd="${python} ${web_service_py} ${web_use_gpu_key}=${use_gpu} ${set_tensorrt} ${set_precision} & "
+    for python in ${python[*]}; do
+        if [ ${python} = "cpp"]; then
+            for use_gpu in ${web_use_gpu_list[*]}; do
+                if [ ${use_gpu} = "null" ]; then
+                    web_service_cpp_cmd="${python} -m paddle_serving_server.serve --model ppocr_det_mobile_2.0_serving/ ppocr_rec_mobile_2.0_serving/ --port 9293"
                     eval $web_service_cmd
                     sleep 2s
-                    pipeline_cmd="${python} ${pipeline_py} > ${_save_log_path} 2>&1"
+                    _save_log_path="${LOG_PATH}/server_infer_cpp_cpu_pipeline_usemkldnn_False_threads_4_batchsize_1.log"
+                    pipeline_cmd="${python} ocr_cpp_client.py ppocr_det_mobile_2.0_client/ ppocr_rec_mobile_2.0_client/"
                     eval $pipeline_cmd
-                    last_status=${PIPESTATUS[0]}
-                    eval "cat ${_save_log_path}"
                     status_check $last_status "${pipeline_cmd}" "${status_log}"
-                    PID=$!
-                    kill $PID
                     sleep 2s
                     ps ux | grep -E 'web_service|pipeline' | awk '{print $2}' | xargs kill -s 9
-                done
+                else
+                    web_service_cpp_cmd="${python} -m paddle_serving_server.serve --model ppocr_det_mobile_2.0_serving/ ppocr_rec_mobile_2.0_serving/ --port 9293 --gpu_id=0"
+                    eval $web_service_cmd
+                    sleep 2s
+                    _save_log_path="${LOG_PATH}/server_infer_cpp_cpu_pipeline_usemkldnn_False_threads_4_batchsize_1.log"
+                    pipeline_cmd="${python} ocr_cpp_client.py ppocr_det_mobile_2.0_client/ ppocr_rec_mobile_2.0_client/"
+                    eval $pipeline_cmd
+                    status_check $last_status "${pipeline_cmd}" "${status_log}"
+                    sleep 2s
+                    ps ux | grep -E 'web_service|pipeline' | awk '{print $2}' | xargs kill -s 9                
+                fi
             done
         else
-            echo "Does not support hardware other than CPU and GPU Currently!"
+            # python serving
+            for use_gpu in ${web_use_gpu_list[*]}; do
+                echo ${ues_gpu}
+                if [ ${use_gpu} = "null" ]; then
+                    for use_mkldnn in ${web_use_mkldnn_list[*]}; do
+                        if [ ${use_mkldnn} = "False" ]; then
+                            continue
+                        fi
+                        for threads in ${web_cpu_threads_list[*]}; do
+                            set_cpu_threads=$(func_set_params "${web_cpu_threads_key}" "${threads}")
+                            web_service_cmd="${python} ${web_service_py} ${web_use_gpu_key}=${use_gpu} ${web_use_mkldnn_key}=${use_mkldnn} ${set_cpu_threads} &"
+                            eval $web_service_cmd
+                            sleep 2s
+                            for pipeline in ${pipeline_py[*]}; do
+                                _save_log_path="${LOG_PATH}/server_infer_cpu_${pipeline%_client*}_usemkldnn_${use_mkldnn}_threads_${threads}_batchsize_1.log"
+                                pipeline_cmd="${python} ${pipeline} ${set_image_dir} > ${_save_log_path} 2>&1 "
+                                eval $pipeline_cmd
+                                last_status=${PIPESTATUS[0]}
+                                eval "cat ${_save_log_path}"
+                                status_check $last_status "${pipeline_cmd}" "${status_log}"
+                                sleep 2s
+                            done
+                            ps ux | grep -E 'web_service|pipeline' | awk '{print $2}' | xargs kill -s 9
+                        done
+                    done
+                elif [ ${use_gpu} = "0" ]; then
+                    for use_trt in ${web_use_trt_list[*]}; do
+                        for precision in ${web_precision_list[*]}; do
+                            if [[ ${_flag_quant} = "False" ]] && [[ ${precision} =~ "int8" ]]; then
+                                continue
+                            fi
+                            if [[ ${precision} =~ "fp16" || ${precision} =~ "int8" ]] && [ ${use_trt} = "False" ]; then
+                                continue
+                            fi
+                            if [[ ${use_trt} = "False" || ${precision} =~ "int8" ]] && [[ ${_flag_quant} = "True" ]]; then
+                                continue
+                            fi
+                            set_tensorrt=$(func_set_params "${web_use_trt_key}" "${use_trt}")
+                            set_precision=$(func_set_params "${web_precision_key}" "${precision}")
+                            web_service_cmd="${python} ${web_service_py} ${web_use_gpu_key}=${use_gpu} ${set_tensorrt} ${set_precision} & "
+                            eval $web_service_cmd
+                        
+                            sleep 2s
+                            for pipeline in ${pipeline_py[*]}; do
+                                _save_log_path="${LOG_PATH}/server_infer_gpu_${pipeline%_client*}_usetrt_${use_trt}_precision_${precision}_batchsize_1.log"
+                                pipeline_cmd="${python} ${pipeline} ${set_image_dir}> ${_save_log_path} 2>&1"
+                                eval $pipeline_cmd
+                                last_status=${PIPESTATUS[0]}
+                                eval "cat ${_save_log_path}"
+                                status_check $last_status "${pipeline_cmd}" "${status_log}"
+                                sleep 2s
+                            done
+                            ps ux | grep -E 'web_service|pipeline' | awk '{print $2}' | xargs kill -s 9
+                        done
+                    done
+                else
+                    echo "Does not support hardware other than CPU and GPU Currently!"
+                fi
+            done
         fi
     done
 }
diff --git a/test_tipc/test_train_inference_python.sh b/test_tipc/test_train_inference_python.sh
index a9be33ea45cc56b5478e9135451849e25888f8d1..23dfed5c044ffca78bb2cf4eb7e948626e4c4b52 100644
--- a/test_tipc/test_train_inference_python.sh
+++ b/test_tipc/test_train_inference_python.sh
@@ -90,7 +90,7 @@ infer_value1=$(func_parser_value "${lines[50]}")
 
 # parser klquant_infer
 if [ ${MODE} = "klquant_whole_infer" ]; then
-    dataline=$(awk 'NR==82, NR==98{print}'  $FILENAME)
+    dataline=$(awk 'NR==85 NR==101{print}'  $FILENAME)
     lines=(${dataline})
     # parser inference model 
     infer_model_dir_list=$(func_parser_value "${lines[1]}")