diff --git a/mindspore/ccsrc/backend/session/anf_runtime_algorithm.cc b/mindspore/ccsrc/backend/session/anf_runtime_algorithm.cc
index 2e1d274179e..6d877145cc9 100644
--- a/mindspore/ccsrc/backend/session/anf_runtime_algorithm.cc
+++ b/mindspore/ccsrc/backend/session/anf_runtime_algorithm.cc
@@ -1176,9 +1176,12 @@ AnfNodePtr AnfRuntimeAlgorithm::GetInputNode(const CNodePtr &node, size_t index)
 
 bool AnfRuntimeAlgorithm::IsFeatureMapOutput(const AnfNodePtr &node) {
   MS_EXCEPTION_IF_NULL(node);
-  if (node->isa<ValueNode>() || IsPrimitiveCNode(node, prim::kPrimLoad)) {
+  if (node->isa<ValueNode>()) {
     return false;
   }
+  if (IsPrimitiveCNode(node, prim::kPrimLoad)) {
+    return IsFeatureMapOutput(node->cast<CNodePtr>()->input(1));
+  }
   auto kernel_info = static_cast<const device::KernelInfo *>(node->kernel_info());
   MS_EXCEPTION_IF_NULL(kernel_info);
   return kernel_info->is_feature_map();
diff --git a/mindspore/ccsrc/pipeline/jit/static_analysis/auto_monad.cc b/mindspore/ccsrc/pipeline/jit/static_analysis/auto_monad.cc
index cbda67bbadf..bdacaa3165f 100644
--- a/mindspore/ccsrc/pipeline/jit/static_analysis/auto_monad.cc
+++ b/mindspore/ccsrc/pipeline/jit/static_analysis/auto_monad.cc
@@ -1220,13 +1220,9 @@ class AutoMonadConverter {
   }
 
   CNodePtr MakeLoad(const CNodePtr &cnode, const AnfNodePtr &ref, const AnfNodePtr &u) {
-    static const std::string primitive_target = "primitive_target";
     // Create Load cnode.
     auto load_prim = NewValueNode(prim::kPrimLoad);
     auto load_cnode = func_graph_->NewCNode({load_prim, ref, u});
-    // Set device target for Load CNode.
-    std::string target = GetCNodeTarget(cnode);
-    load_cnode->set_user_data(primitive_target, std::make_shared<std::string>(target));
     // Set load_cnode abstract to Tensor according the input Ref[Tensor].
     auto ref_abs = dyn_cast<abstract::AbstractRef>(ref->abstract());
     MS_EXCEPTION_IF_NULL(ref_abs);
diff --git a/mindspore/core/ir/anf.cc b/mindspore/core/ir/anf.cc
index 379d0919a25..645b1833a14 100644
--- a/mindspore/core/ir/anf.cc
+++ b/mindspore/core/ir/anf.cc
@@ -454,6 +454,8 @@ std::string GetCNodeTarget(const AnfNodePtr &node) {
     if (inputs.size() == 3 && !IsPrimitiveCNode(inputs[1], prim::kPrimMakeTuple)) {
       return GetCNodeTarget(inputs[1]);
     }
+  } else if (IsPrimitiveCNode(node, prim::kPrimLoad)) {
+    return GetCNodeTarget(cnode->input(1));
   } else if (IsPrimitiveCNode(node, prim::kPrimMakeTuple)) {
     return GetMaketupleNodeTarget(cnode);
   } else if (IsPrimitiveCNode(node, prim::kPrimTupleGetItem)) {