diff --git a/mindspore/lite/test/config/models_npu_fp16.cfg b/mindspore/lite/test/config/models_npu_fp16.cfg
new file mode 100644
index 00000000000..cd0e99b2e72
--- /dev/null
+++ b/mindspore/lite/test/config/models_npu_fp16.cfg
@@ -0,0 +1,73 @@
+mobilenet_v1_0.25_128.tflite 2.5
+mobilenet_v2_1.0_224.tflite 2.5
+squeezenet.tflite 2.5
+inception_resnet_v2.tflite 2
+inception_v3.tflite 1
+inception_v4.tflite 0.5
+efficientnet_lite0_fp32_2.tflite 1
+efficientnet_lite1_fp32_2.tflite 1
+efficientnet_lite2_fp32_2.tflite 1
+efficientnet_lite3_fp32_2.tflite 1
+efficientnet_lite4_fp32_2.tflite 1
+deeplabv3_1_default_1.tflite 2.5
+6c_seg_nomean_20200610 1.5
+ml_video_edit_person_divison 0.5
+ml_video_edit_style_transfer_autoportrait.onnx 9
+ml_video_edit_style_transfer_candy.onnx 11
+ml_video_edit_style_transfer_gongnongbing.onnx 11
+ml_video_edit_style_transfer_starry.onnx 11
+porseg_tmp.onnx;2 1
+ml_video_edit_Mnet 1.5
+ml_video_edit_hairSeg_have_imageProcessLayer_interpTo145 0.5
+ml_video_edit_img_segment 1
+ml_video_edit_video_segment_gauss_adaptis_part1 2
+ml_video_edit_generate_filter.pb 1
+ml_video_edit_img_segment_adaptise.pb;2 0.5
+ml_video_edit_video_segment_gauss_adaptis_part2.pb;2 10
+ml_video_edit_person_divison_pic 0.5
+ml_video_edit_person_divison_video;2 13
+ml_video_edit_judge.onnx 5
+ml_video_edit_vignet.onnx 0.5
+hdc_Face_Aesthetic_MTI_Aesthetic 0.5
+hdc_Face_Emotion_MTI_Aesthetic.onnx 33
+hdc_Face_Landmark5_MTI_Aesthetic.onnx 0.5
+hdc_Image_Aesthetic_MTI_Aesthetic.onnx 0.5
+hdc_mobilenet_1w_class.onnx 10
+hdc_resnet_1w_class.onnx 5
+#hdc_age_medium 6
+hdc_contour_pose_128 4
+hdc_emotion 0.5
+hdc_fivembnet 0.5
+hdc_isface 0.5
+hdc_mobilenetface 4
+#hdc_retinaface #too many subgraphs
+hdc_resnet 3
+ml_video_edit_detect 1
+ml_video_edit_hairSeg_have_imageProcessLayer_interpTo145_20210121 0.5
+ml_video_edit_have_imageProcessLayer_interpTo145_20201015 0.5
+ml_video_edit_MnetN367_extract_1010_pay 0.5
+ml_video_edit_reid 0.5
+ml_video_edit_v10_best_model_nomean_20200723 8
+#hdc_ocr_attention.onnx 0.5 #too many subgraphs
+#hdc_ocr_detect.onnx 30 #too many subgraphs
+ml_edu_kit_hand_detection.onnx 1
+ml_edu_kit_hand_key_position.onnx 2
+ml_video_edit_oneclick_adaptis.pb;3 2.4
+densenet.tflite 3
+resnet_v2_101_299.tflite 1
+ml_video_edit_enhance.pb 2
+ml_video_edit_video_segment_gauss_adaptis_part2_pb2tflite.tflite;2 10
+ml_video_edit_img_segment_adaptise_pb2tflite.tflite;2 0.5
+#the fifth value of the ml_video_edit_imitate_filter.onnx's output is very small (10-5).
+ml_video_edit_imitate_filter.onnx 200
+hdc_mobilenet_1w_class.onnx 20
+hdc_age_medium 504
+posenet_mobilenet_float_075_1_default_1.tflite 395
+nasnet_mobile.tflite 1
+#ml_video_edit_art_generate.onnx, output is out of range
+ml_video_edit_art_transfer.onnx;3 3
+ml_video_edit_enhance_update_tmp.onnx 0.5
+#ml_video_edit_art_generate_20210513.onnx, output is out of range
+ml_video_edit_art_transfer_20210513.onnx;3 1
+ml_video_edit_hair_dyeing_segmodel_v2 0.5
+ml_video_edit_makeup_mobilenetv203.onnx 2
diff --git a/mindspore/lite/test/st/scripts/run_benchmark_npu.sh b/mindspore/lite/test/st/scripts/run_benchmark_npu.sh
index c94a57d68fb..622411e954e 100644
--- a/mindspore/lite/test/st/scripts/run_benchmark_npu.sh
+++ b/mindspore/lite/test/st/scripts/run_benchmark_npu.sh
@@ -32,6 +32,17 @@ function Run_npu() {
     Run_Benchmark "${npu_cfg_file_list[*]}" . '/data/local/tmp' $run_npu_log_file $run_benchmark_result_file 'arm64' 'NPU' $device_id
 }
 
+# Run on npu and fp16 platform:
+function Run_npu_fp16() {
+    # Push files to the phone
+    Push_Files $arm64_path "aarch64" $version $benchmark_test_path "adb_push_log.txt" $device_id
+    # Prepare the config file list
+    local npu_fp16_cfg_file_list=("$models_npu_fp16_config")
+    # Run converted models:
+    # $1:cfgFileList; $2:modelPath; $3:dataPath; $4:logFile; $5:resultFile; $6:platform; $7:processor; $8:phoneId;
+    Run_Benchmark "${npu_fp16_cfg_file_list[*]}" . '/data/local/tmp' $run_npu_fp16_log_file $run_benchmark_result_file 'arm64' 'NPU' $device_id
+}
+
 basepath=$(pwd)
 echo ${basepath}
 #set -e
@@ -70,6 +81,7 @@ version=${file_name_array[2]}
 
 # Set models config filepath
 models_npu_config=${basepath}/../config/models_npu.cfg
+models_npu_fp16_config=${basepath}/../config/models_npu_fp16.cfg
 
 ms_models_path=${basepath}/ms_models
 
@@ -104,6 +116,9 @@ echo ' ' > ${run_benchmark_result_file}
 run_npu_log_file=${basepath}/run_npu_log.txt
 echo 'run npu logs: ' > ${run_npu_log_file}
 
+run_npu_fp16_log_file=${basepath}/run_npu_fp16_log.txt
+echo 'run npu fp16 logs: ' > ${run_npu_fp16_log_file}
+
 # Copy the MindSpore models:
 echo "Push files to the arm and run benchmark"
 benchmark_test_path=${basepath}/benchmark_test
@@ -131,8 +146,18 @@ if [[ $backend == "all" || $backend == "npu" ]]; then
         cat ${run_npu_log_file}
         isFailed=1
     fi
+
+    echo "start Run npu fp16 ..."
+    Run_npu_fp16
+    Run_npu_fp16_status=$?
+    sleep 1
+    if [[ ${Run_npu_fp16_status} != 0 ]];then
+        echo "Run_npu_fp16 failed"
+        cat ${run_npu_fp16_log_file}
+        isFailed=1
+    fi
 fi
 
-echo "Run_npu is ended"
+echo "Run_npu and Run_npu_fp16 ended"
 Print_Benchmark_Result $run_benchmark_result_file
 exit ${isFailed}