diff --git a/mindspore/ccsrc/backend/session/ascend_session.cc b/mindspore/ccsrc/backend/session/ascend_session.cc
index e03200abf9..ae464c0a57 100644
--- a/mindspore/ccsrc/backend/session/ascend_session.cc
+++ b/mindspore/ccsrc/backend/session/ascend_session.cc
@@ -735,6 +735,10 @@ void AscendSession::BuildOpsInGraph(const GraphId &graph_id, const std::map<AnfN
     // Get OpRunInfo and GraphInfo
     OpRunInfo op_run_info;
     GetSingleOpRunInfo(kernel, &op_run_info);
+    if (op_run_info.is_dynamic_shape) {
+      MS_LOG(INFO) << "BuildOpsInGraph stop, op " << op_run_info.op_name << " is dynamic shape.";
+      break;
+    }
     const GraphInfo &graph_info = GetSingleOpGraphInfo(kernel, input_tensor_info.input_tensors);
     const auto &single_op_graph_iter = run_op_graphs_.find(graph_info);
     if (single_op_graph_iter != run_op_graphs_.end()) {
diff --git a/mindspore/ccsrc/backend/session/session_basic.cc b/mindspore/ccsrc/backend/session/session_basic.cc
index e8c840046b..3aca8f01e5 100644
--- a/mindspore/ccsrc/backend/session/session_basic.cc
+++ b/mindspore/ccsrc/backend/session/session_basic.cc
@@ -1345,10 +1345,17 @@ void SessionBasic::GetSingleOpRunInfo(const CNodePtr cnode, OpRunInfo *run_info)
   auto primitive = AnfAlgo::GetCNodePrimitive(cnode);
   run_info->primitive = primitive;
   run_info->op_name = primitive->name();
-  if (cnode->abstract() == nullptr) {
+  const auto &abstract = cnode->abstract();
+  if (abstract == nullptr) {
     MS_LOG(EXCEPTION) << "Abstract is nullptr, node = " << cnode->DebugString();
   }
-  run_info->abstract = cnode->abstract();
+  run_info->abstract = abstract;
+  const auto &shape = abstract->BuildShape();
+  MS_EXCEPTION_IF_NULL(shape);
+  const auto &shape_info = shape->ToString();
+  if (shape_info.find("-1") != string::npos) {
+    run_info->is_dynamic_shape = true;
+  }
 }
 
 TensorPtr SessionBasic::GetValueNodeOutputTensor(const AnfNodePtr &node, size_t output_index) {