diff --git a/tests/ocr_det_params.txt b/tests/configs/ocr_ppocr_det_mobile_params.txt
similarity index 85%
rename from tests/ocr_det_params.txt
rename to tests/configs/ocr_ppocr_det_mobile_params.txt
index 64647d9c..5edb14cd 100644
--- a/tests/ocr_det_params.txt
+++ b/tests/configs/ocr_ppocr_det_mobile_params.txt
@@ -46,7 +46,7 @@ inference:tools/infer/predict_det.py
 --precision:fp32|fp16|int8
 --det_model_dir:
 --image_dir:./inference/ch_det_data_50/all-sum-510/
---save_log_path:null
+null:null
 --benchmark:True
 null:null
 ===========================cpp_infer_params===========================
@@ -79,4 +79,20 @@ 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
-
+===========================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
+infer_quant:False
+inference:tools/infer/predict_det.py
+--use_gpu:True|False
+--enable_mkldnn:True|False
+--cpu_threads:1|6
+--rec_batch_num:1
+--use_tensorrt:False|True
+--precision:fp32|fp16|int8
+--det_model_dir:
+--image_dir:./inference/ch_det_data_50/all-sum-510/
+null:null
+--benchmark:True
+null:null
+null:null
\ No newline at end of file
diff --git a/tests/ocr_det_server_params.txt b/tests/configs/ocr_ppocr_det_server_params.txt
similarity index 100%
rename from tests/ocr_det_server_params.txt
rename to tests/configs/ocr_ppocr_det_server_params.txt
diff --git a/tests/ocr_rec_params.txt b/tests/configs/ocr_ppocr_rec_mobile_params.txt
similarity index 100%
rename from tests/ocr_rec_params.txt
rename to tests/configs/ocr_ppocr_rec_mobile_params.txt
diff --git a/tests/ocr_rec_server_params.txt b/tests/configs/ocr_ppocr_rec_server_params.txt
similarity index 100%
rename from tests/ocr_rec_server_params.txt
rename to tests/configs/ocr_ppocr_rec_server_params.txt
diff --git a/tests/ocr_ppocr_mobile_params.txt b/tests/configs/ocr_ppocr_sys_mobile_params.txt
similarity index 100%
rename from tests/ocr_ppocr_mobile_params.txt
rename to tests/configs/ocr_ppocr_sys_mobile_params.txt
diff --git a/tests/ocr_ppocr_server_params.txt b/tests/configs/ocr_ppocr_sys_server_params.txt
similarity index 100%
rename from tests/ocr_ppocr_server_params.txt
rename to tests/configs/ocr_ppocr_sys_server_params.txt
diff --git a/tests/debug.sh b/tests/debug.sh
new file mode 100644
index 00000000..bd2ec1ca
--- /dev/null
+++ b/tests/debug.sh
@@ -0,0 +1,16 @@
+#!/bin/bash
+FILENAME=$1
+# MODE be one of ['lite_train_infer' 'whole_infer' 'whole_train_infer', 'infer', 'cpp_infer', 'serving_infer']
+MODE=$2
+if [ ${MODE} = "cpp_infer" ]; then
+    dataline=$(awk 'NR==52, NR==66{print}'  $FILENAME)
+elif [ ${MODE} = "serving_infer" ]; then
+    dataline=$(awk 'NR==67, NR==81{print}'  $FILENAME)
+else
+    dataline=$(awk 'NR==1, NR==51{print}'  $FILENAME)
+fi
+count=0
+for line in ${dataline[*]}; do
+   let count++
+   echo $count $line
+done
diff --git a/tests/ocr_kl_quant_params.txt b/tests/ocr_kl_quant_params.txt
deleted file mode 100644
index c6ee97dc..00000000
--- a/tests/ocr_kl_quant_params.txt
+++ /dev/null
@@ -1,51 +0,0 @@
-===========================train_params===========================
-model_name:ocr_system
-python:python3.7
-gpu_list:null
-Global.use_gpu:null
-Global.auto_cast:null
-Global.epoch_num:null
-Global.save_model_dir:./output/
-Train.loader.batch_size_per_card:null
-Global.pretrained_model:null
-train_model_name:null
-train_infer_img_dir:null
-null:null
-##
-trainer:
-norm_train:null
-pact_train:null
-fpgm_train:null
-distill_train:null
-null:null
-null:null
-##
-===========================eval_params=========================== 
-eval:null
-null:null
-##
-===========================infer_params===========================
-Global.save_inference_dir:./output/
-Global.pretrained_model:
-norm_export:null 
-quant_export:null 
-fpgm_export:null 
-distill_export:null
-export1:null
-export2:null
-##
-infer_model:./inference/ch_ppocr_mobile_v2.0_det_infer/
-kl_quant:deploy/slim/quantization/quant_kl.py -c configs/det/ch_ppocr_v2.0/ch_det_mv3_db_v2.0.yml  -o  
-infer_quant:True
-inference:tools/infer/predict_det.py
---use_gpu:TrueFalse
---enable_mkldnn:True|False
---cpu_threads:1|6
---rec_batch_num:1
---use_tensorrt:False|True
---precision:fp32|fp16|int8
---det_model_dir:
---image_dir:./inference/ch_det_data_50/all-sum-510/
---save_log_path:null
---benchmark:True
-null:null
diff --git a/tests/test.sh b/tests/test.sh
index 5649e344..3df0d52c 100644
--- a/tests/test.sh
+++ b/tests/test.sh
@@ -1,9 +1,16 @@
 #!/bin/bash
 FILENAME=$1
-# MODE be one of ['lite_train_infer' 'whole_infer' 'whole_train_infer', 'infer', 'cpp_infer']
+# MODE be one of ['lite_train_infer' 'whole_infer' 'whole_train_infer', 'infer', 'cpp_infer', 'serving_infer', 'klquant_infer']
 MODE=$2
-
-dataline=$(cat ${FILENAME})
+if [ ${MODE} = "cpp_infer" ]; then
+    dataline=$(awk 'NR==67, NR==81{print}'  $FILENAME)
+elif [ ${MODE} = "serving_infer" ]; then
+    dataline=$(awk 'NR==52, NR==66{print}'  $FILENAME)
+elif [ ${MODE} = "klquant_infer" ]; then
+    dataline=$(awk 'NR==82, NR==98{print}'  $FILENAME)
+else
+    dataline=$(awk 'NR==1, NR==51{print}'  $FILENAME)
+fi
 
 # parser params
 IFS=$'\n'
@@ -144,61 +151,93 @@ benchmark_key=$(func_parser_key "${lines[49]}")
 benchmark_value=$(func_parser_value "${lines[49]}")
 infer_key1=$(func_parser_key "${lines[50]}")
 infer_value1=$(func_parser_value "${lines[50]}")
-# parser serving
-trans_model_py=$(func_parser_value "${lines[67]}")
-infer_model_dir_key=$(func_parser_key "${lines[68]}")
-infer_model_dir_value=$(func_parser_value "${lines[68]}")
-model_filename_key=$(func_parser_key "${lines[69]}")
-model_filename_value=$(func_parser_value "${lines[69]}")
-params_filename_key=$(func_parser_key "${lines[70]}")
-params_filename_value=$(func_parser_value "${lines[70]}")
-serving_server_key=$(func_parser_key "${lines[71]}")
-serving_server_value=$(func_parser_value "${lines[71]}")
-serving_client_key=$(func_parser_key "${lines[72]}")
-serving_client_value=$(func_parser_value "${lines[72]}")
-serving_dir_value=$(func_parser_value "${lines[73]}")
-web_service_py=$(func_parser_value "${lines[74]}")
-web_use_gpu_key=$(func_parser_key "${lines[75]}")
-web_use_gpu_list=$(func_parser_value "${lines[75]}")
-web_use_mkldnn_key=$(func_parser_key "${lines[76]}")
-web_use_mkldnn_list=$(func_parser_value "${lines[76]}")
-web_cpu_threads_key=$(func_parser_key "${lines[77]}")
-web_cpu_threads_list=$(func_parser_value "${lines[77]}")
-web_use_trt_key=$(func_parser_key "${lines[78]}")
-web_use_trt_list=$(func_parser_value "${lines[78]}")
-web_precision_key=$(func_parser_key "${lines[79]}")
-web_precision_list=$(func_parser_value "${lines[79]}")
-pipeline_py=$(func_parser_value "${lines[80]}")
 
+# parser serving
+if [ ${MODE} = "klquant_infer" ]; then
+    # parser inference model 
+    infer_model_dir_list=$(func_parser_value "${lines[1]}")
+    infer_export_list=$(func_parser_value "${lines[2]}")
+    infer_is_quant=$(func_parser_value "${lines[3]}")
+    # parser inference 
+    inference_py=$(func_parser_value "${lines[4]}")
+    use_gpu_key=$(func_parser_key "${lines[5]}")
+    use_gpu_list=$(func_parser_value "${lines[5]}")
+    use_mkldnn_key=$(func_parser_key "${lines[6]}")
+    use_mkldnn_list=$(func_parser_value "${lines[6]}")
+    cpu_threads_key=$(func_parser_key "${lines[7]}")
+    cpu_threads_list=$(func_parser_value "${lines[7]}")
+    batch_size_key=$(func_parser_key "${lines[8]}")
+    batch_size_list=$(func_parser_value "${lines[8]}")
+    use_trt_key=$(func_parser_key "${lines[9]}")
+    use_trt_list=$(func_parser_value "${lines[9]}")
+    precision_key=$(func_parser_key "${lines[10]}")
+    precision_list=$(func_parser_value "${lines[10]}")
+    infer_model_key=$(func_parser_key "${lines[11]}")
+    image_dir_key=$(func_parser_key "${lines[12]}")
+    infer_img_dir=$(func_parser_value "${lines[12]}")
+    save_log_key=$(func_parser_key "${lines[13]}")
+    benchmark_key=$(func_parser_key "${lines[14]}")
+    benchmark_value=$(func_parser_value "${lines[14]}")
+    infer_key1=$(func_parser_key "${lines[15]}")
+    infer_value1=$(func_parser_value "${lines[15]}")
+fi
+# parser serving
+if [ ${MODE} = "server_infer" ]; then
+    trans_model_py=$(func_parser_value "${lines[1]}")
+    infer_model_dir_key=$(func_parser_key "${lines[2]}")
+    infer_model_dir_value=$(func_parser_value "${lines[2]}")
+    model_filename_key=$(func_parser_key "${lines[3]}")
+    model_filename_value=$(func_parser_value "${lines[3]}")
+    params_filename_key=$(func_parser_key "${lines[4]}")
+    params_filename_value=$(func_parser_value "${lines[4]}")
+    serving_server_key=$(func_parser_key "${lines[5]}")
+    serving_server_value=$(func_parser_value "${lines[5]}")
+    serving_client_key=$(func_parser_key "${lines[6]}")
+    serving_client_value=$(func_parser_value "${lines[6]}")
+    serving_dir_value=$(func_parser_value "${lines[7]}")
+    web_service_py=$(func_parser_value "${lines[8]}")
+    web_use_gpu_key=$(func_parser_key "${lines[9]}")
+    web_use_gpu_list=$(func_parser_value "${lines[9]}")
+    web_use_mkldnn_key=$(func_parser_key "${lines[10]}")
+    web_use_mkldnn_list=$(func_parser_value "${lines[10]}")
+    web_cpu_threads_key=$(func_parser_key "${lines[11]}")
+    web_cpu_threads_list=$(func_parser_value "${lines[11]}")
+    web_use_trt_key=$(func_parser_key "${lines[12]}")
+    web_use_trt_list=$(func_parser_value "${lines[12]}")
+    web_precision_key=$(func_parser_key "${lines[13]}")
+    web_precision_list=$(func_parser_value "${lines[13]}")
+    pipeline_py=$(func_parser_value "${lines[14]}")
+fi
 
 if [ ${MODE} = "cpp_infer" ]; then
     # parser cpp inference model 
-    cpp_infer_model_dir_list=$(func_parser_value "${lines[53]}")
-    cpp_infer_is_quant=$(func_parser_value "${lines[54]}")
+    cpp_infer_model_dir_list=$(func_parser_value "${lines[1]}")
+    cpp_infer_is_quant=$(func_parser_value "${lines[2]}")
     # parser cpp inference 
-    inference_cmd=$(func_parser_value "${lines[55]}")
-    cpp_use_gpu_key=$(func_parser_key "${lines[56]}")
-    cpp_use_gpu_list=$(func_parser_value "${lines[56]}")
-    cpp_use_mkldnn_key=$(func_parser_key "${lines[57]}")
-    cpp_use_mkldnn_list=$(func_parser_value "${lines[57]}")
-    cpp_cpu_threads_key=$(func_parser_key "${lines[58]}")
-    cpp_cpu_threads_list=$(func_parser_value "${lines[58]}")
-    cpp_batch_size_key=$(func_parser_key "${lines[59]}")
-    cpp_batch_size_list=$(func_parser_value "${lines[59]}")
-    cpp_use_trt_key=$(func_parser_key "${lines[60]}")
-    cpp_use_trt_list=$(func_parser_value "${lines[60]}")
-    cpp_precision_key=$(func_parser_key "${lines[61]}")
-    cpp_precision_list=$(func_parser_value "${lines[61]}")
-    cpp_infer_model_key=$(func_parser_key "${lines[62]}")
-    cpp_image_dir_key=$(func_parser_key "${lines[63]}")
-    cpp_infer_img_dir=$(func_parser_value "${lines[63]}")
-    cpp_infer_key1=$(func_parser_key "${lines[64]}")
-    cpp_infer_value1=$(func_parser_value "${lines[64]}")
-    cpp_benchmark_key=$(func_parser_key "${lines[65]}")
-    cpp_benchmark_value=$(func_parser_value "${lines[65]}")
+    inference_cmd=$(func_parser_value "${lines[3]}")
+    cpp_use_gpu_key=$(func_parser_key "${lines[4]}")
+    cpp_use_gpu_list=$(func_parser_value "${lines[4]}")
+    cpp_use_mkldnn_key=$(func_parser_key "${lines[5]}")
+    cpp_use_mkldnn_list=$(func_parser_value "${lines[5]}")
+    cpp_cpu_threads_key=$(func_parser_key "${lines[6]}")
+    cpp_cpu_threads_list=$(func_parser_value "${lines[6]}")
+    cpp_batch_size_key=$(func_parser_key "${lines[7]}")
+    cpp_batch_size_list=$(func_parser_value "${lines[7]}")
+    cpp_use_trt_key=$(func_parser_key "${lines[8]}")
+    cpp_use_trt_list=$(func_parser_value "${lines[8]}")
+    cpp_precision_key=$(func_parser_key "${lines[9]}")
+    cpp_precision_list=$(func_parser_value "${lines[9]}")
+    cpp_infer_model_key=$(func_parser_key "${lines[10]}")
+    cpp_image_dir_key=$(func_parser_key "${lines[11]}")
+    cpp_infer_img_dir=$(func_parser_value "${lines[12]}")
+    cpp_infer_key1=$(func_parser_key "${lines[13]}")
+    cpp_infer_value1=$(func_parser_value "${lines[13]}")
+    cpp_benchmark_key=$(func_parser_key "${lines[14]}")
+    cpp_benchmark_value=$(func_parser_value "${lines[14]}")
 fi
 
 
+
 LOG_PATH="./tests/output"
 mkdir -p ${LOG_PATH}
 status_log="${LOG_PATH}/results.log"
@@ -414,7 +453,7 @@ function func_cpp_inference(){
     done
 }
 
-if [ ${MODE} = "infer" ]; then
+if [ ${MODE} = "infer" ] || [ ${MODE} = "klquant_infer" ]; then
     GPUID=$3
     if [ ${#GPUID} -le 0 ];then
         env=" "
@@ -447,7 +486,6 @@ if [ ${MODE} = "infer" ]; then
         func_inference "${python}" "${inference_py}" "${save_infer_dir}" "${LOG_PATH}" "${infer_img_dir}" ${is_quant}
         Count=$(($Count + 1))
     done
-
 elif [ ${MODE} = "cpp_infer" ]; then
     GPUID=$3
     if [ ${#GPUID} -le 0 ];then
@@ -481,6 +519,8 @@ elif [ ${MODE} = "serving_infer" ]; then
     #run serving
     func_serving "${web_service_cmd}"
 
+
+
 else
     IFS="|"
     export Count=0