diff --git a/mindspore/ccsrc/pipeline/pipeline.cc b/mindspore/ccsrc/pipeline/pipeline.cc
index 7b3cf06b5eb..3c3478e89d2 100644
--- a/mindspore/ccsrc/pipeline/pipeline.cc
+++ b/mindspore/ccsrc/pipeline/pipeline.cc
@@ -1110,10 +1110,11 @@ bool ExecutorPy::AddDFGraph(const py::dict& init_params, const std::string& phas
     (void)DfGraphManager::GetInstance().AddGraph(phase, convertor.GetComputeGraph());
   }
   (void)DfGraphManager::GetInstance().AddGraph(init_graph, convertor.GetInitGraph());
-  (void)DfGraphManager::GetInstance().AddGraph(checkpoint_name, convertor.GetSaveCheckpointGraph());
   (void)DfGraphManager::GetInstance().AddGraph(BROADCAST_GRAPH_NAME, convertor.GetBroadcastGraph());
-
-  DfGraphManager::GetInstance().SetAnfGraph(checkpoint_name, anf_graph);
+  Status ret = DfGraphManager::GetInstance().AddGraph(checkpoint_name, convertor.GetSaveCheckpointGraph());
+  if (ret == Status::SUCCESS) {
+    DfGraphManager::GetInstance().SetAnfGraph(checkpoint_name, anf_graph);
+  }
 
   return true;
 }
diff --git a/mindspore/ccsrc/transform/convert.cc b/mindspore/ccsrc/transform/convert.cc
index c975b18812e..2b50d2328a2 100755
--- a/mindspore/ccsrc/transform/convert.cc
+++ b/mindspore/ccsrc/transform/convert.cc
@@ -1104,12 +1104,12 @@ void DfGraphConvertor::UpdateDataOpDesc(const AnfNodePtr &it, const OperatorPtr
   auto normal_shape_ptr = dyn_cast<abstract::Shape>(node->Shape());
   vector<int> shape;
   if (normal_shape_ptr == nullptr) {
-    MS_LOG(ERROR) << "Update data op descriptor failed! Invalid shape.";
+    MS_LOG(INFO) << "Invalid shape to update data op descriptor.";
     return;
   }
   shape = normal_shape_ptr->shape();
   if (node->Type() == nullptr) {
-    MS_LOG(ERROR) << "Update data op descriptor failed! Invalid type.";
+    MS_LOG(INFO) << "Invalid type to update data op descriptor.";
     return;
   }
   TypeId me_type = node->Type()->type_id();
diff --git a/mindspore/ccsrc/transform/df_graph_manager.cc b/mindspore/ccsrc/transform/df_graph_manager.cc
index 3339f431451..bfe4d9f5d23 100644
--- a/mindspore/ccsrc/transform/df_graph_manager.cc
+++ b/mindspore/ccsrc/transform/df_graph_manager.cc
@@ -112,7 +112,7 @@ DfGraphWrapperPtr DfGraphManager::GetGraphByName(const std::string& name) {
 
   auto it = graphs_.find(name);
   if (it == graphs_.end()) {
-    MS_LOG(ERROR) << "Can't found graph name: " << name;
+    MS_LOG(INFO) << "Can't found graph name: " << name;
     return nullptr;
   }
   MS_LOG(INFO) << "Return graph: " << name;