diff --git a/paddle/fluid/eager/tests/task_tests/eager_utils_test.cc b/paddle/fluid/eager/tests/task_tests/eager_utils_test.cc
index dcf06bffebef314840ccb72c30b22bb65e5a80b2..db3d2cf519c6ddc892e0502dfcee6914d3e594a8 100644
--- a/paddle/fluid/eager/tests/task_tests/eager_utils_test.cc
+++ b/paddle/fluid/eager/tests/task_tests/eager_utils_test.cc
@@ -16,6 +16,7 @@
 
 #include "gtest/gtest.h"
 
+#include "paddle/fluid/eager/accumulation/accumulation_node.h"
 #include "paddle/fluid/eager/eager_tensor.h"
 #include "paddle/fluid/eager/grad_node_info.h"
 #include "paddle/fluid/eager/tests/data_structure_tests/grad_node_test.h"
@@ -224,4 +225,26 @@ TEST(EagerUtils, CreateVars) {
   CHECK(outs[0]->Var().IsInitialized() == false);
 }
 
+TEST(EagerUtils, GetGradAccumulationNode) {
+  VLOG(6) << "Check GetGradAccumulationNode";
+  paddle::experimental::Tensor t0("test_tensor");
+  ASSERT_EQ(egr::EagerUtils::GetGradAccumulationNode(t0), nullptr);
+  auto autograd_ptr0 = egr::EagerUtils::autograd_meta(&t0);
+  autograd_ptr0->SetStopGradient(true);
+  ASSERT_EQ(egr::EagerUtils::GetGradAccumulationNode(t0), nullptr);
+  autograd_ptr0->SetStopGradient(false);
+  auto res = std::dynamic_pointer_cast<egr::GradNodeAccumulation>(
+      egr::EagerUtils::GetGradAccumulationNode(t0));
+  ASSERT_TRUE(res != nullptr);
+  auto res2 = egr::EagerUtils::GetGradAccumulationNode(t0);
+  ASSERT_EQ(res2.get(), res.get());
+  autograd_ptr0->SetStopGradient(true);
+  auto res3 = egr::EagerUtils::GetGradAccumulationNode(t0);
+  ASSERT_EQ(res3, nullptr);
+  autograd_ptr0->SetStopGradient(false);
+  autograd_ptr0->SetGradNode(
+      std::make_shared<eager_test::GradTestNode>(1, 2.0, 3));
+  ASSERT_ANY_THROW(egr::EagerUtils::GetGradAccumulationNode(t0));
+}
+
 }  // namespace egr
diff --git a/paddle/fluid/eager/utils.cc b/paddle/fluid/eager/utils.cc
index ec2ac2ee2a6e4c8416aa19fb104ba7b75560ac8e..a8c27e86b877ae7483e3c52c87d19308b9a48907 100644
--- a/paddle/fluid/eager/utils.cc
+++ b/paddle/fluid/eager/utils.cc
@@ -21,6 +21,7 @@
 #include "paddle/pten/common/layout.h"
 #include "paddle/pten/core/tensor_meta.h"
 
+#include "paddle/fluid/eager/accumulation/accumulation_node.h"
 #include "paddle/fluid/framework/data_layout.h"
 #include "paddle/fluid/framework/pten_utils.h"
 #include "paddle/fluid/framework/variable.h"
@@ -303,4 +304,41 @@ void EagerUtils::CheckAndRetainGrad(
   }
 }
 
+std::shared_ptr<egr::GradNodeBase> EagerUtils::GetGradAccumulationNode(
+    const paddle::experimental::Tensor& tensor) {
+  auto* autograd_ptr = nullable_autograd_meta(tensor);
+  if (!autograd_ptr) {
+    return nullptr;
+  }
+  auto node_ptr = autograd_ptr->GetMutableGradNode();
+  if (node_ptr && node_ptr.get()) {
+    if (!autograd_ptr->StopGradient()) {
+      auto accumulation_ptr =
+          std::dynamic_pointer_cast<GradNodeAccumulation>(node_ptr);
+      if (accumulation_ptr) {
+        return accumulation_ptr;
+      } else {
+        // Current GradNode is not a egr::GradNodeAccumulation
+        PADDLE_THROW(paddle::platform::errors::Fatal(
+            "GetGradAccumulationNode should only be called on leaf tensor, but "
+            "target tensor: %s has GradNode which is not a "
+            "GradNodeAccumulation, and this should not happend unless target "
+            "tensor is modified by some ops and calling set history for it.",
+            tensor.name()));
+      }
+    } else {
+      // Current Tensor does not have grad since it's stop_gradient is true;
+      return nullptr;
+    }
+  } else {
+    if (!autograd_ptr->StopGradient()) {
+      VLOG(6) << "Add GradNodeAccumulation for tensor: " << tensor.name();
+      autograd_ptr->SetGradNode(std::make_shared<egr::GradNodeAccumulation>());
+      return autograd_ptr->GetMutableGradNode();
+    } else {
+      return nullptr;
+    }
+  }
+}
+
 }  // namespace egr
diff --git a/paddle/fluid/eager/utils.h b/paddle/fluid/eager/utils.h
index b6540b7e0178e03e3f4d63432e624b0619f9f04c..11c728e4c6c9bdd3e3ee60fb474200ff5ae20afc 100644
--- a/paddle/fluid/eager/utils.h
+++ b/paddle/fluid/eager/utils.h
@@ -189,6 +189,8 @@ class EagerUtils {
   static void CheckAndRetainGrad(const paddle::experimental::Tensor& tensor);
   static void CheckAndRetainGrad(
       const std::vector<paddle::experimental::Tensor>& tensors);
+  static std::shared_ptr<egr::GradNodeBase> GetGradAccumulationNode(
+      const paddle::experimental::Tensor& tensor);
 };
 
 }  // namespace egr