diff --git a/mindspore/lite/src/ops/conv2d.cc b/mindspore/lite/src/ops/conv2d.cc
index ae22dbb2da..f5a74cdecf 100644
--- a/mindspore/lite/src/ops/conv2d.cc
+++ b/mindspore/lite/src/ops/conv2d.cc
@@ -329,10 +329,6 @@ void Conv2D::ConvInferShape(int input_h, int input_w, int *output_h, int *output
   int stride_h = GetStrideH();
   int dilate_w = GetDilateW();
   int dilate_h = GetDilateH();
-  pad_l_ = GetPadLeft();
-  pad_u_ = GetPadUp();
-  pad_d_ = GetPadDown();
-  pad_r_ = GetPadRight();
 
   if (GetPadMode() == schema::PadMode_SAME_UPPER) {
     *output_w = std::ceil(static_cast<float>(input_w) / static_cast<float>(stride_w));
@@ -378,6 +374,11 @@ int Conv2D::InferShape(std::vector<Tensor *> inputs_, std::vector<Tensor *> outp
 
   out_tensor->SetFormat(input_tensor->GetFormat());
   out_tensor->set_data_type(input_tensor->data_type());
+  pad_l_ = GetPadLeft();
+  pad_u_ = GetPadUp();
+  pad_d_ = GetPadDown();
+  pad_r_ = GetPadRight();
+
   if (!GetInferFlag()) {
     return RET_OK;
   }
diff --git a/mindspore/lite/src/ops/depthwise_conv2d.cc b/mindspore/lite/src/ops/depthwise_conv2d.cc
index 32a8b50a19..dde0bd67bb 100644
--- a/mindspore/lite/src/ops/depthwise_conv2d.cc
+++ b/mindspore/lite/src/ops/depthwise_conv2d.cc
@@ -210,6 +210,11 @@ int DepthwiseConv2D::InferShape(std::vector<lite::Tensor *> inputs_, std::vector
   MS_ASSERT(output != nullptr);
   output->SetFormat(input->GetFormat());
   output->set_data_type(input->data_type());
+  pad_l_ = GetPadLeft();
+  pad_u_ = GetPadUp();
+  pad_d_ = GetPadDown();
+  pad_r_ = GetPadRight();
+
   if (!GetInferFlag()) {
     return RET_OK;
   }
@@ -218,12 +223,8 @@ int DepthwiseConv2D::InferShape(std::vector<lite::Tensor *> inputs_, std::vector
   int input_w = in_shape.at(2);
   int input_channel = in_shape.at(3);
   int output_w = 0, output_h = 0;
-
   input_channel_ = input_channel;
-  pad_l_ = GetPadLeft();
-  pad_u_ = GetPadUp();
-  pad_d_ = GetPadDown();
-  pad_r_ = GetPadRight();
+
   if (GetPadMode() == schema::PadMode_SAME_UPPER) {
     output_h = std::ceil(static_cast<float>(input_h) / static_cast<float>(GetStrideH()));
     output_w = std::ceil(static_cast<float>(input_w) / static_cast<float>(GetStrideW()));
diff --git a/mindspore/lite/test/models_onnx.cfg b/mindspore/lite/test/models_onnx.cfg
index bf1bde2f15..6f44c13931 100644
--- a/mindspore/lite/test/models_onnx.cfg
+++ b/mindspore/lite/test/models_onnx.cfg
@@ -4,3 +4,4 @@ mtk_face_features_v3.onnx
 ml_face_3d.onnx
 gts_version-RFB-320_simplified.onnx
 mnist-8.onnx
+crnn_lite_lstm_v2.onnx:32,32,32,1
diff --git a/mindspore/lite/test/run_benchmark_nets.sh b/mindspore/lite/test/run_benchmark_nets.sh
index c781059390..5cb6930a31 100644
--- a/mindspore/lite/test/run_benchmark_nets.sh
+++ b/mindspore/lite/test/run_benchmark_nets.sh
@@ -51,7 +51,7 @@ function Run_Converter() {
 
     # Convert onnx models:
     while read line; do
-        model_name=${line}
+        model_name=${line%:*}
         if [[ $model_name == \#* ]]; then
           continue
         fi
@@ -202,15 +202,17 @@ function Run_x86() {
 
     # Run onnx converted models:
     while read line; do
-        model_name=${line}
+        model_name=${line%:*}
+        length=${#model_name}
+        input_shapes=${line:length+1}
         if [[ $model_name == \#* ]]; then
           continue
         fi
         echo ${model_name} >> "${run_x86_log_file}"
         echo 'cd  '${x86_path}'/mindspore-lite-'${version}'-runtime-x86-'${process_unit_x86} >> "${run_x86_log_file}"
         cd ${x86_path}/mindspore-lite-${version}-runtime-x86-${process_unit_x86} || return 1
-        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'.ms.out' >> "${run_x86_log_file}"
-        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}.ms.out >> "${run_x86_log_file}"
+        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --inputShapes='${input_shapes}' --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'.ms.out' >> "${run_x86_log_file}"
+        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --inputShapes=${input_shapes} --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}.ms.out >> "${run_x86_log_file}"
         if [ $? = 0 ]; then
             run_result='x86: '${model_name}' pass'; echo ${run_result} >> ${run_benchmark_result_file}
         else
@@ -245,7 +247,7 @@ function Run_x86() {
         echo ${model_name} >> "${run_x86_log_file}"
         echo 'cd  '${x86_path}'/mindspore-lite-'${version}'-runtime-x86-'${process_unit_x86} >> "${run_x86_log_file}"
         cd ${x86_path}/mindspore-lite-${version}-runtime-x86-${process_unit_x86} || return 1
-        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'.ms.out' >> "${run_x86_log_file}"
+        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'.ms.out' >> "${run_x86_log_file}"
         export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}.ms.out >> "${run_x86_log_file}"
         if [ $? = 0 ]; then
             run_result='x86: '${model_name}' pass'; echo ${run_result} >> ${run_benchmark_result_file}
@@ -400,14 +402,16 @@ function Run_arm64() {
 
     # Run onnx converted models:
     while read line; do
-        model_name=${line}
+        model_name=${line%:*}
+        length=${#model_name}
+        input_shapes=${line:length+1}
         if [[ $model_name == \#* ]]; then
           continue
         fi
         echo ${model_name} >> "${run_arm64_log_file}"
         echo 'cd  /data/local/tmp/benchmark_test' > adb_run_cmd.txt
-        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/data/local/tmp/benchmark_test;./benchmark --modelFile='${model_name}'.ms --inDataFile=/data/local/tmp/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/data/local/tmp/input_output/output/'${model_name}'.ms.out' >> "${run_arm64_log_file}"
-        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/data/local/tmp/benchmark_test;./benchmark --modelFile='${model_name}'.ms --inDataFile=/data/local/tmp/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/data/local/tmp/input_output/output/'${model_name}'.ms.out' >> adb_run_cmd.txt
+        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/data/local/tmp/benchmark_test;./benchmark --modelFile='${model_name}'.ms --inDataFile=/data/local/tmp/input_output/input/'${model_name}'.ms.bin --inputShapes='${input_shapes}' --benchmarkDataFile=/data/local/tmp/input_output/output/'${model_name}'.ms.out' >> "${run_arm64_log_file}"
+        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/data/local/tmp/benchmark_test;./benchmark --modelFile='${model_name}'.ms --inDataFile=/data/local/tmp/input_output/input/'${model_name}'.ms.bin --inputShapes='${input_shapes}' --benchmarkDataFile=/data/local/tmp/input_output/output/'${model_name}'.ms.out' >> adb_run_cmd.txt
         adb -s ${device_id} shell < adb_run_cmd.txt >> "${run_arm64_log_file}"
         if [ $? = 0 ]; then
             run_result='arm64: '${model_name}' pass'; echo ${run_result} >> ${run_benchmark_result_file}
@@ -417,8 +421,8 @@ function Run_arm64() {
         # run benchmark test without clib data
         echo ${model_name} >> "${run_arm64_log_file}"
         echo 'cd  /data/local/tmp/benchmark_test' > adb_run_cmd.txt
-        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/data/local/tmp/benchmark_test;./benchmark --modelFile='${model_name}'.ms --warmUpLoopCount=1 --loopCount=2' >> "{run_arm64_log_file}"
-        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/data/local/tmp/benchmark_test;./benchmark --modelFile='${model_name}'.ms --warmUpLoopCount=1 --loopCount=2' >> adb_run_cmd.txt
+        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/data/local/tmp/benchmark_test;./benchmark --modelFile='${model_name}'.ms --inputShapes='${input_shapes}' --warmUpLoopCount=1 --loopCount=2' >> "{run_arm64_log_file}"
+        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/data/local/tmp/benchmark_test;./benchmark --modelFile='${model_name}'.ms --inputShapes='${input_shapes}' --warmUpLoopCount=1 --loopCount=2' >> adb_run_cmd.txt
         adb -s ${device_id} shell < adb_run_cmd.txt >> "${run_arm64_log_file}"
         if [ $? = 0 ]; then
             run_result='arm64: '${model_name}' pass'; echo ${run_result} >> ${run_benchmark_result_file}