diff --git a/mindspore/lite/test/config/models_for_process_only.cfg b/mindspore/lite/test/config/models_for_process_only.cfg
index b707f0d3543..488a0ed8168 100644
--- a/mindspore/lite/test/config/models_for_process_only.cfg
+++ b/mindspore/lite/test/config/models_for_process_only.cfg
@@ -27,8 +27,6 @@ ml_video_edit_art_transfer.onnx;3
 #ml_table_detection.onnx: onnx quantized model
 ml_table_detection.onnx
 intent_detect_hi_v2.tflite
-# cur acc for hiai_nlu_model_v1 is 0.6%
-hiai_nlu_model_v1.pb;3;1,32:1,32:1,32
 raise_watch.tflite
 ml_pic_shopping.pb
 hdc_orc_recog_202106.onnx
diff --git a/mindspore/lite/test/config/models_with_multiple_inputs.cfg b/mindspore/lite/test/config/models_with_multiple_inputs.cfg
index db7b9fa0e0f..bab862145db 100644
--- a/mindspore/lite/test/config/models_with_multiple_inputs.cfg
+++ b/mindspore/lite/test/config/models_with_multiple_inputs.cfg
@@ -48,3 +48,4 @@ hiai_nlu_onnx_model_v1_1.onnx;3
 ml_video_edit_art_transfer_20210513.onnx;3
 ml_asr_decoder_202103.onnx;2;1,64,512:1,64
 ml_audio_kit_encoder_v5.pb;6;1,32:1,32:1,32:1,32:1:1
+hiai_nlu_model_v1.pb;3;1,16:1,16:1,16 2.0
diff --git a/mindspore/lite/test/config/models_with_multiple_inputs_fp16.cfg b/mindspore/lite/test/config/models_with_multiple_inputs_fp16.cfg
index 38d69fef400..dd84c012075 100644
--- a/mindspore/lite/test/config/models_with_multiple_inputs_fp16.cfg
+++ b/mindspore/lite/test/config/models_with_multiple_inputs_fp16.cfg
@@ -33,3 +33,4 @@ hiai_transformer_encoder.pb;15 4
 decoder_step_nocumsum_v5.pb;13;1:1,512:1,1429,2:1,127:1,127:1,127:1,127,320:1,80:1,512:1,512:1,512:1,512:1,512 0.5
 ml_video_edit_art_transfer_20210513.onnx;3 1
 ml_asr_decoder_202103.onnx;2;1,64,512:1,64 0.5
+hiai_nlu_model_v1.pb;3;1,16:1,16:1,16 2.0
diff --git a/mindspore/lite/tools/anf_exporter/anf_exporter.cc b/mindspore/lite/tools/anf_exporter/anf_exporter.cc
index 641d10ce26e..38ad4134e72 100644
--- a/mindspore/lite/tools/anf_exporter/anf_exporter.cc
+++ b/mindspore/lite/tools/anf_exporter/anf_exporter.cc
@@ -155,7 +155,7 @@ int AnfExporter::ConvertQuantParam(const std::unique_ptr<schema::MetaGraphT> &me
   // convert input quant param
   for (size_t i = 0; i < dst_node->inputIndex.size(); i++) {
     if (i >= input_quant_params.size()) {
-      MS_LOG(INFO) << "node: " << dst_node->name << " has " << dst_node->inputIndex.size() << ", but only has"
+      MS_LOG(INFO) << "node: " << dst_node->name << " has " << dst_node->inputIndex.size() << " input, but only has "
                    << input_quant_params.size() << " quant params";
       break;
     }
@@ -176,11 +176,15 @@ int AnfExporter::ConvertQuantParam(const std::unique_ptr<schema::MetaGraphT> &me
     }
   }
 
-  // output
-  int output_idx = 0;
-  for (const auto &output_quant_param : output_quant_params) {
-    auto output_tensor = meta_graph->allTensors[dst_node->outputIndex[output_idx]].get();
-    output_idx++;
+  // output_quant_params
+  for (size_t index = 0; index < dst_node->outputIndex.size(); ++index) {
+    if (index >= output_quant_params.size()) {
+      MS_LOG(INFO) << "node: " << dst_node->name << " has " << dst_node->outputIndex.size() << " output, but only has"
+                   << output_quant_params.size() << " quant params";
+      break;
+    }
+    auto output_tensor = meta_graph->allTensors[dst_node->outputIndex[index]].get();
+    auto &output_quant_param = output_quant_params[index];
     for (const auto &channel_quant_param : output_quant_param) {
       if (output_tensor->quantParams.empty() && dst_node->quantType != schema::QuantType_WeightQuant) {
         std::unique_ptr<schema::QuantParamT> output_quant_param_ptr =
@@ -191,6 +195,7 @@ int AnfExporter::ConvertQuantParam(const std::unique_ptr<schema::MetaGraphT> &me
       }
     }
   }
+
   return RET_OK;
 }