diff --git a/paddle/fluid/inference/tensorrt/plugin/stack_op_plugin.h b/paddle/fluid/inference/tensorrt/plugin/stack_op_plugin.h
index eadffbfb1a66d707598b83d612ce6a7b826aa251..f113f05a35ae74b8ad63dca33d2e385f55c48cd3 100644
--- a/paddle/fluid/inference/tensorrt/plugin/stack_op_plugin.h
+++ b/paddle/fluid/inference/tensorrt/plugin/stack_op_plugin.h
@@ -61,7 +61,6 @@ class StackPluginDynamic : public DynamicPluginTensorRT {
 
     serialize_size += SerializedSize(axis_);
     serialize_size += SerializedSize(num_stack_);
-    // serialize_size += num_stack_ * sizeof(int64_t);
 
     return serialize_size;
   }
@@ -69,7 +68,6 @@ class StackPluginDynamic : public DynamicPluginTensorRT {
   void serialize(void* buffer) const override {
     SerializeValue(&buffer, axis_);
     SerializeValue(&buffer, num_stack_);
-    // SerializeCudaPointer(&buffer, in_ptr_gpu_, num_stack_);
   }
 
   nvinfer1::DimsExprs getOutputDimensions(
@@ -109,6 +107,45 @@ class StackPluginDynamic : public DynamicPluginTensorRT {
   framework::Tensor in_ptr_tensor_;
   int64_t* in_ptr_gpu_;
 };
+
+class StackPluginV2Creator : public nvinfer1::IPluginCreator {
+ public:
+  StackPluginV2Creator() {}
+  const char* getPluginName() const override { return "stack_plugin"; }
+
+  const char* getPluginVersion() const override { return "1"; }
+
+  const nvinfer1::PluginFieldCollection* getFieldNames() override {
+    return &field_collection_;
+  }
+
+  nvinfer1::IPluginV2* createPlugin(
+      const char* name, const nvinfer1::PluginFieldCollection* fc) override {
+    return nullptr;
+  }
+
+  nvinfer1::IPluginV2* deserializePlugin(const char* name,
+                                         const void* serial_data,
+                                         size_t serial_length) override {
+    auto plugin = new StackPluginDynamic(serial_data, serial_length);
+    return plugin;
+  }
+
+  void setPluginNamespace(const char* lib_namespace) override {
+    plugin_namespace_ = lib_namespace;
+  }
+
+  const char* getPluginNamespace() const override {
+    return plugin_namespace_.c_str();
+  }
+
+ private:
+  std::string plugin_namespace_;
+  std::string plugin_name_;
+  nvinfer1::PluginFieldCollection field_collection_{0, nullptr};
+  std::vector<nvinfer1::PluginField> plugin_attributes_;
+};
+REGISTER_TRT_PLUGIN_V2(StackPluginV2Creator);
 #endif
 
 }  // namespace plugin