diff --git a/ge/generator/ge_generator.cc b/ge/generator/ge_generator.cc
index d7bdbdae..875cb396 100644
--- a/ge/generator/ge_generator.cc
+++ b/ge/generator/ge_generator.cc
@@ -663,6 +663,20 @@ namespace {
     }
     return SUCCESS;
   }
+
+  Status CheckNoAicore(const ComputeGraphPtr &graph, bool &no_aicore) {
+    no_aicore = true;
+    for (const auto &node : graph->GetDirectNode()) {
+      GE_CHECK_NOTNULL(node);
+      auto op_desc = node->GetOpDesc();
+      GE_CHECK_NOTNULL(op_desc);
+      if (op_desc->GetOpEngineName() == kAIcoreEngine) {
+        no_aicore = false;
+        return SUCCESS;
+      }
+    }
+    return SUCCESS;
+  }
 }
 
 Status GeGenerator::CheckForSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &inputs,
@@ -745,7 +759,9 @@ Status GeGenerator::BuildSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &in
 
   bool all_shape = false;
   (void)AttrUtils::GetBool(op_desc, kAicpuAllshape, all_shape);
-  if (all_shape) {
+  bool no_aicore = true;
+  GE_CHK_STATUS_RET_NOLOG(CheckNoAicore(root_graph, no_aicore));
+  if (all_shape && no_aicore) {
     GELOGD("Get aicpu all_shape kernel!");
     vector<GeTensor> inputs_dynamic;
     vector<GeTensor> outputs_dynamic;
diff --git a/ge/single_op/single_op_model.cc b/ge/single_op/single_op_model.cc
index 31b51e61..840a7183 100755
--- a/ge/single_op/single_op_model.cc
+++ b/ge/single_op/single_op_model.cc
@@ -44,20 +44,46 @@ namespace ge {
 namespace {
 const size_t kDataOutputNum = 1;
 
+Status IfInferDepend(GeModelPtr &ge_model, bool &flag) {
+  auto comp_graph = GraphUtils::GetComputeGraph(ge_model->GetGraph());
+  GE_CHECK_NOTNULL(comp_graph);
+  for (const auto &node : comp_graph->GetAllNodes()) {
+    auto op_desc = node->GetOpDesc();
+    GE_CHECK_NOTNULL(op_desc);
+    const auto &depends = op_desc->GetOpInferDepends();
+    if (!depends.empty()) {
+      flag = true;
+      return SUCCESS;
+    }
+  }
+  return SUCCESS;
+}
 
-bool NeedHybridModel(GeModelPtr &ge_model) {
+Status NeedHybridModel(GeModelPtr &ge_model, bool &flag) {
+  bool infer_depend_flag = false;
+  GE_CHK_STATUS_RET_NOLOG(IfInferDepend(ge_model, infer_depend_flag));
   auto tasks = ge_model->GetModelTaskDefPtr()->task();
   int32_t kernel_task_num = 0;
   for (int i = 0; i < tasks.size(); ++i) {
     auto task_type = static_cast<rtModelTaskType_t>(tasks[i].type());
     if (task_type == RT_MODEL_TASK_KERNEL || task_type == RT_MODEL_TASK_ALL_KERNEL) {
-      kernel_task_num++;
-      if (kernel_task_num > 1) {
-        return true;
+      const auto &context = task_type == RT_MODEL_TASK_KERNEL ? task_def.kernel().context() :
+                                                                task_def.kernel_with_handle().context();
+      auto kernel_type = static_cast<ccKernelType>(context.kernel_type());
+      if (kernel_type == ccKernelType::TE) {
+        if (infer_depend_flag) {
+          flag = true;
+          return SUCCESS;
+        }
+        kernel_task_num++;
+        if (kernel_task_num > 1) {
+          flag = true;
+          return SUCCESS;
+        }
       }
     }
   }
-  return false;
+  return SUCCESS;
 }
 }  // namespace
 
@@ -504,7 +530,9 @@ Status SingleOpModel::BuildDynamicOp(StreamResource &resource, DynamicSingleOp &
 
   auto ge_model = model_helper_.GetGeModel();
   GE_CHECK_NOTNULL(ge_model);
-  if (NeedHybridModel(ge_model)) {
+  bool need_hybrid_model = false;
+  GE_CHK_STATUS_RET_NOLOG(NeedHybridModel(ge_model, need_hybrid_model));
+  if (need_hybrid_model) {
     GELOGD("Build single op HybridModel.");
     GE_CHK_STATUS_RET_NOLOG(hybrid::NodeExecutorManager::GetInstance().EnsureInitialized());
     auto root_model = model_helper_.GetGeRootModel();