diff --git a/ge/offline/single_op_parser.cc b/ge/offline/single_op_parser.cc
index bc1b39f8..72f742e9 100644
--- a/ge/offline/single_op_parser.cc
+++ b/ge/offline/single_op_parser.cc
@@ -48,6 +48,8 @@ constexpr char const *kKeyShapeRange = "shape_range";
 constexpr char const *kKeyValue = "value";
 constexpr char const *kKeyFormat = "format";
 constexpr char const *kFileSuffix = ".om";
+constexpr char const *kKeyDynamicInput = "dynamic_input";
+constexpr char const *kKeyDynamicOutput = "dynamic_output";
 constexpr int kDumpJsonIndent = 2;
 constexpr int kShapeRangePairSize = 2;
 constexpr int kShapeRangeLow = 0;
@@ -124,6 +126,10 @@ void from_json(const Json &j, SingleOpTensorDesc &desc) {
   if (tensor_name != j.end()) {
     desc.name = tensor_name->get<string>();
   }
+  auto dynamic_input_name = j.find(kKeyDynamicInput);
+  if (dynamic_input_name != j.end()) {
+    desc.dynamic_input_name = dynamic_input_name->get<string>();
+  }
 }
 
 void from_json(const Json &j, SingleOpAttr &attr) {
@@ -276,6 +282,23 @@ std::unique_ptr<OpDesc> SingleOpParser::CreateOpDesc(const string &op_type) {
   return std::unique_ptr<OpDesc>(new(std::nothrow) OpDesc(op_type, op_type));
 }
 
+Status SingleOpParser::UpdateDynamicTensorName(std::vector<SingleOpTensorDesc> &desc) {
+  std::map<std::string, int> dynamic_name_map;
+  for (auto &tensor : desc) {
+    if (tensor.dynamic_input_name.empty()) {
+      continue;
+    }
+    if (dynamic_name_map.find(tensor.dynamic_input_name) == dynamic_name_map.end()) {
+      dynamic_name_map[tensor.dynamic_input_name] = 0;
+    } else {
+      dynamic_name_map[tensor.dynamic_input_name]++;
+    }
+    tensor.name = tensor.dynamic_input_name + std::to_string(dynamic_name_map[tensor.dynamic_input_name]);
+  }
+  GELOGD("Update dynamic tensor name success!");
+  return SUCCESS;
+}
+
 Status SingleOpParser::ConvertToBuildParam(int index,
                                            const SingleOpDesc &single_op_desc,
                                            SingleOpBuildParam &build_param) {
@@ -471,6 +494,11 @@ Status SingleOpParser::ParseSingleOpList(const std::string &file, std::vector<Si
       SingleOpDesc single_op_desc;
       GELOGI("Parsing op[%d], jsonStr = %s", index, single_op_json.dump(kDumpJsonIndent).c_str());
       single_op_desc = single_op_json;
+      if (UpdateDynamicTensorName(single_op_desc.input_desc) != SUCCESS) {
+        GELOGE(FAILED, "Update dynamic tensor name failed!");
+        return FAILED;
+      }
+
       if (!Validate(single_op_desc)) {
         GELOGE(PARAM_INVALID, "Validate the index[%d] of op failed when read json file[%s].", index, file.c_str());
         return PARAM_INVALID;
diff --git a/ge/offline/single_op_parser.h b/ge/offline/single_op_parser.h
index c679f0be..7e30fa4b 100644
--- a/ge/offline/single_op_parser.h
+++ b/ge/offline/single_op_parser.h
@@ -33,6 +33,7 @@ struct SingleOpTensorDesc {
   std::vector<std::vector<int64_t>> dim_ranges;
   ge::Format format = ge::FORMAT_RESERVED;
   ge::DataType type = ge::DT_UNDEFINED;
+  std::string dynamic_input_name;
 };
 
 struct SingleOpAttr {
@@ -70,6 +71,7 @@ class SingleOpParser {
   static bool Validate(const SingleOpDesc &op_desc);
   static std::unique_ptr<OpDesc> CreateOpDesc(const std::string &op_type);
   static Status ConvertToBuildParam(int index, const SingleOpDesc &single_op_desc, SingleOpBuildParam &build_param);
+  static Status UpdateDynamicTensorName(std::vector<SingleOpTensorDesc> &desc);
   static Status VerifyOpInputOutputSizeByIr(const OpDesc &current_op_desc);
   static Status SetShapeRange(const std::string &op_name,
                               const SingleOpTensorDesc &tensor_desc,