diff --git a/mindspore/lite/test/micro/models_tflite.cfg b/mindspore/lite/test/micro/models_tflite.cfg
new file mode 100644
index 0000000000..a1ef6a36b2
--- /dev/null
+++ b/mindspore/lite/test/micro/models_tflite.cfg
@@ -0,0 +1 @@
+mobilenet_v2_1.0_224.tflite
diff --git a/mindspore/lite/test/micro/run_benchmark_micro.sh b/mindspore/lite/test/micro/run_benchmark_micro.sh
new file mode 100644
index 0000000000..d7bcae2669
--- /dev/null
+++ b/mindspore/lite/test/micro/run_benchmark_micro.sh
@@ -0,0 +1,186 @@
+#!/bin/bash
+
+function Run_Converter() {
+    cd ${x86_path} || exit 1
+    tar -zxf mindspore-lite-${version}-inference-linux-x64.tar.gz || exit 1
+    cd ${x86_path}/mindspore-lite-${version}-inference-linux-x64/ || exit 1
+
+    cp tools/converter/converter/converter_lite ./ || exit 1
+    export LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:./tools/converter/lib/:./tools/converter/third_party/glog/lib
+
+    rm -rf ${ms_models_path}
+    mkdir -p ${ms_models_path}
+
+    # Convert tflite models:
+    while read line; do
+        model_name=${line}
+        if [[ $model_name == \#* ]]; then
+          continue
+        fi
+        echo ${model_name} >> "${run_converter_log_file}"
+        echo './converter_lite  --fmk=TFLITE --modelFile='${models_path}'/'${model_name}' --outputFile='${ms_models_path}'/'${model_name}'' >> "${run_converter_log_file}"
+        ./converter_lite  --fmk=TFLITE --modelFile=$models_path/${model_name} --outputFile=${ms_models_path}/${model_name}
+        if [ $? = 0 ]; then
+            converter_result='converter tflite '${model_name}' pass';echo ${converter_result} >> ${run_converter_result_file}
+        else
+            converter_result='converter tflite '${model_name}' failed';echo ${converter_result} >> ${run_converter_result_file};return 1
+        fi
+    done < ${models_tflite_config}
+}
+
+function Run_x86() {
+    local CODEGEN_PATH=${x86_path}/mindspore-lite-${version}-inference-linux-x64/tools/codegen
+
+    rm -rf ${build_path}
+    mkdir -p ${build_path}
+
+    while read line; do
+        model_name=${line}
+        if [[ $model_name == \#* ]]; then
+          continue
+        fi
+        echo ${model_name} >> "${run_x86_log_file}"
+        ${CODEGEN_PATH}/codegen --codePath=${build_path} --modelPath=${ms_models_path}/${model_name}.ms
+        # 1. build benchmark
+        mkdir -p ${build_path}/${model_name}/build && cd ${build_path}/${model_name}/build || exit 1
+        cmake -DPKG_PATH=${x86_path}/mindspore-lite-${version}-inference-linux-x64 ${build_path}/${model_name}
+        make
+        # 2. run benchmark
+        echo "net file: ${build_path}/${model_name}/src/net.bin"
+        ./benchmark ${models_path}/input_output/input/${model_name}.ms.bin ${build_path}/${model_name}/src/net.bin 1 ${models_path}/input_output/output/${model_name}.ms.out
+        if [ $? = 0 ]; then
+            run_result='x86: '${model_name}' pass'; echo ${run_result} >> ${run_benchmark_result_file}
+        else
+            run_result='x86: '${model_name}' failed'; echo ${run_result} >> ${run_benchmark_result_file}; return 1
+        fi
+    done < ${models_tflite_config}
+
+    rm -rf ${build_path}
+}
+
+# Print start msg before run testcase
+function MS_PRINT_TESTCASE_START_MSG() {
+    echo ""
+    echo -e "-----------------------------------------------------------------------------------------------------------------------------------"
+    echo -e "env                  Testcase                                                                                             Result   "
+    echo -e "---                  --------                                                                                             ------   "
+}
+
+# Print start msg after run testcase
+function MS_PRINT_TESTCASE_END_MSG() {
+    echo -e "-----------------------------------------------------------------------------------------------------------------------------------"
+}
+
+function Print_Converter_Result() {
+    MS_PRINT_TESTCASE_END_MSG
+    while read line; do
+        arr=("${line}")
+        printf "%-15s %-20s %-90s %-7s\n" ${arr[0]} ${arr[1]} ${arr[2]} ${arr[3]}
+    done < ${run_converter_result_file}
+    MS_PRINT_TESTCASE_END_MSG
+}
+
+function Print_Benchmark_Result() {
+    MS_PRINT_TESTCASE_START_MSG
+    while read line; do
+        arr=("${line}")
+        printf "%-20s %-100s %-7s\n" ${arr[0]} ${arr[1]} ${arr[2]}
+    done < ${run_benchmark_result_file}
+    MS_PRINT_TESTCASE_END_MSG
+}
+
+basepath=$(pwd)
+echo ${basepath}
+
+# Example:sh run_benchmark_nets.sh -r /home/temp_test -m /home/temp_test/models -d "8KE5T19620002408"
+while getopts "r:m:e:" opt; do
+    case ${opt} in
+        r)
+            release_path=${OPTARG}
+            echo "release_path is ${OPTARG}"
+            ;;
+        m)
+            models_path=${OPTARG}
+            echo "models_path is ${OPTARG}"
+            ;;
+        e)
+            backend=${OPTARG}
+            echo "backend is ${OPTARG}"
+            ;;
+        ?)
+        echo "unknown para"
+        exit 1;;
+    esac
+done
+
+x86_path=${release_path}/ubuntu_x86
+file_name=$(ls ${x86_path}/*inference-linux-x64.tar.gz)
+IFS="-" read -r -a file_name_array <<< "$file_name"
+version=${file_name_array[2]}
+
+ms_models_path=${basepath}/ms_models
+build_path=${basepath}/build
+models_tflite_config=${basepath}/models_tflite.cfg
+
+# Write converter result to temp file
+run_converter_log_file=${basepath}/run_converter_log.txt
+echo ' ' > ${run_converter_log_file}
+
+run_converter_result_file=${basepath}/run_converter_result.txt
+echo ' ' > ${run_converter_result_file}
+
+run_x86_log_file=${basepath}/run_x86_log.txt
+echo 'run x86 logs: ' > ${run_x86_log_file}
+
+# Run converter
+echo "start Run converter ..."
+Run_Converter
+Run_converter_PID=$!
+sleep 1
+
+wait ${Run_converter_PID}
+Run_converter_status=$?
+
+# Check converter result and return value
+if [[ ${Run_converter_status} = 0 ]];then
+    echo "Run converter success"
+    Print_Converter_Result
+else
+    echo "Run converter failed"
+    cat ${run_converter_log_file}
+    Print_Converter_Result
+    exit 1
+fi
+
+# Write benchmark result to temp file
+run_benchmark_result_file=${basepath}/run_benchmark_result.txt
+echo ' ' > ${run_benchmark_result_file}
+
+backend=${backend:-"all"}
+isFailed=0
+if [[ $backend == "all" || $backend == "x86-all" || $backend == "x86" ]]; then
+    # Run on x86
+    echo "start Run x86 ..."
+    Run_x86 &
+    Run_x86_PID=$!
+    sleep 1
+fi
+
+if [[ $backend == "all" || $backend == "x86-all" || $backend == "x86" ]]; then
+    wait ${Run_x86_PID}
+    Run_x86_status=$?
+
+    # Check benchmark result and return value
+    if [[ ${Run_x86_status} != 0 ]];then
+        echo "Run_x86 failed"
+        cat ${run_x86_log_file}
+        isFailed=1
+    fi
+fi
+
+echo "Run_x86 is ended"
+Print_Benchmark_Result
+if [[ $isFailed == 1 ]]; then
+    exit 1
+fi
+exit 0