diff --git a/paddle/fluid/framework/type_info.cc b/paddle/fluid/framework/type_info.cc
index b24e7fa53a3cca951bfbf8df68707358e9919a80..e7082e82ef8e83fb854b93c63621b2863b9b55d4 100644
--- a/paddle/fluid/framework/type_info.cc
+++ b/paddle/fluid/framework/type_info.cc
@@ -19,36 +19,26 @@ limitations under the License. */
 #include "paddle/fluid/prim/utils/static/desc_tensor.h"
 
 namespace phi {
-template <>
-const TypeInfo<phi::TensorBase>
-    TypeInfoTraits<phi::TensorBase, paddle::framework::RawTensor>::kType =
-        RegisterStaticType<phi::TensorBase>(
-            paddle::framework::RawTensor::name());
-
-template <>
-const TypeInfo<phi::TensorBase>
-    TypeInfoTraits<phi::TensorBase, paddle::framework::Vocab>::kType =
-        RegisterStaticType<phi::TensorBase>(paddle::framework::Vocab::name());
-
-template <>
-const TypeInfo<phi::TensorBase>
-    TypeInfoTraits<phi::TensorBase, paddle::framework::Strings>::kType =
-        RegisterStaticType<phi::TensorBase>(paddle::framework::Strings::name());
-
-template <>
-const TypeInfo<phi::TensorBase>
-    TypeInfoTraits<phi::TensorBase, paddle::framework::FeedList>::kType =
-        RegisterStaticType<phi::TensorBase>(
-            paddle::framework::FeedList::name());
-
-template <>
-const TypeInfo<phi::TensorBase>
-    TypeInfoTraits<phi::TensorBase, egr::VariableCompatTensor>::kType =
-        RegisterStaticType<phi::TensorBase>(egr::VariableCompatTensor::name());
-
-template <>
-const TypeInfo<phi::TensorBase>
-    TypeInfoTraits<phi::TensorBase, paddle::prim::DescTensor>::kType =
-        RegisterStaticType<phi::TensorBase>(paddle::prim::DescTensor::name());
+
+template <typename BaseT, typename DerivedT>
+TypeInfoTraits<BaseT, DerivedT>::TypeInfoTraits() {
+  static_cast<BaseT*>(static_cast<DerivedT*>(this))->type_info_ = kType;
+}
+
+template <typename BaseT, typename DerivedT>
+const TypeInfo<BaseT> TypeInfoTraits<BaseT, DerivedT>::kType =
+    RegisterStaticType<BaseT>(DerivedT::name());
+
+template <typename BaseT, typename DerivedT>
+bool TypeInfoTraits<BaseT, DerivedT>::classof(const BaseT* obj) {
+  return obj->type_info() == kType;
+}
+
+template class TypeInfoTraits<phi::TensorBase, paddle::framework::RawTensor>;
+template class TypeInfoTraits<phi::TensorBase, paddle::framework::Vocab>;
+template class TypeInfoTraits<phi::TensorBase, paddle::framework::Strings>;
+template class TypeInfoTraits<phi::TensorBase, paddle::framework::FeedList>;
+template class TypeInfoTraits<phi::TensorBase, egr::VariableCompatTensor>;
+template class TypeInfoTraits<phi::TensorBase, paddle::prim::DescTensor>;
 
 }  // namespace phi
diff --git a/paddle/phi/backends/cpu/cpu_context.cc b/paddle/phi/backends/cpu/cpu_context.cc
index 4538a96dc99b0caf971b26fd11127928e4c2da54..d42189e00eeb836d61838ec3bb96ec52b6bbb0b1 100644
--- a/paddle/phi/backends/cpu/cpu_context.cc
+++ b/paddle/phi/backends/cpu/cpu_context.cc
@@ -24,10 +24,6 @@
 
 namespace phi {
 
-template <>
-const TypeInfo<DeviceContext> TypeInfoTraits<DeviceContext, CPUContext>::kType =
-    RegisterStaticType<DeviceContext>(CPUContext::name());
-
 struct CPUContext::Impl {
   Impl() : place_(CPUPlace()) {}
 
diff --git a/paddle/phi/backends/custom/custom_context.cc b/paddle/phi/backends/custom/custom_context.cc
index d382c766cfd774a857d397c9beb77f285d60466d..ddba0baea7e062782a435070871d6e94029c3696 100644
--- a/paddle/phi/backends/custom/custom_context.cc
+++ b/paddle/phi/backends/custom/custom_context.cc
@@ -19,11 +19,6 @@ limitations under the License. */
 
 namespace phi {
 
-template <>
-const TypeInfo<DeviceContext>
-    TypeInfoTraits<DeviceContext, CustomContext>::kType =
-        RegisterStaticType<DeviceContext>(CustomContext::name());
-
 struct CustomContext::Impl {
   explicit Impl(const CustomPlace& place) : place_(place) {}
 
diff --git a/paddle/phi/backends/gpu/gpu_context.cc b/paddle/phi/backends/gpu/gpu_context.cc
index 5ab7019e601ada71b5145fc954c3bb9a07f2d6d4..5c9c010d365e4e6256713fe9db8d57417172b794 100644
--- a/paddle/phi/backends/gpu/gpu_context.cc
+++ b/paddle/phi/backends/gpu/gpu_context.cc
@@ -59,15 +59,6 @@ limitations under the License. */
 
 namespace phi {
 
-template <>
-const TypeInfo<DeviceContext> TypeInfoTraits<DeviceContext, GPUContext>::kType =
-    RegisterStaticType<DeviceContext>(GPUContext::name());
-
-template <>
-const TypeInfo<DeviceContext>
-    TypeInfoTraits<DeviceContext, GPUPinnedContext>::kType =
-        RegisterStaticType<DeviceContext>(GPUPinnedContext::name());
-
 namespace internal {
 
 class EigenGpuStreamDevice : public Eigen::StreamInterface {
diff --git a/paddle/phi/backends/xpu/xpu_context.cc b/paddle/phi/backends/xpu/xpu_context.cc
index 0c554270b51e7f6579a61cfbeb28abc4caf5e697..44f247ff2596783a1c80f837bd5769a97f8bd6fe 100644
--- a/paddle/phi/backends/xpu/xpu_context.cc
+++ b/paddle/phi/backends/xpu/xpu_context.cc
@@ -30,9 +30,6 @@ namespace xpu = baidu::xpu::api;
 
 namespace phi {
 
-template <>
-const TypeInfo<DeviceContext> TypeInfoTraits<DeviceContext, XPUContext>::kType =
-    RegisterStaticType<DeviceContext>(XPUContext::name());
 struct XPUContext::Impl {
   void SetL3Cache(int l3_size = 14155776) {
     const int MAX_XPU_NUM = 16;
diff --git a/paddle/phi/core/CMakeLists.txt b/paddle/phi/core/CMakeLists.txt
index 3500d88090722ebb482915b4c2127660d4c75473..fefc9ff0433afce8fdf2ac0fae4734b928792117 100644
--- a/paddle/phi/core/CMakeLists.txt
+++ b/paddle/phi/core/CMakeLists.txt
@@ -37,4 +37,4 @@ collect_srcs(
   generator.cc
   kernel_factory.cc
   tensor_utils.cc
-  storage_properties.cc)
+  utils/type_info.cc)
diff --git a/paddle/phi/core/dense_tensor.cc b/paddle/phi/core/dense_tensor.cc
index 4346cc6f32b7d58ad12374e5562b1866560fb834..ad0a5ba00957917e9b2030312a7c6e37a5e2b532 100644
--- a/paddle/phi/core/dense_tensor.cc
+++ b/paddle/phi/core/dense_tensor.cc
@@ -42,11 +42,6 @@ limitations under the License. */
 
 namespace phi {
 
-template <>
-const TypeInfo<phi::TensorBase>
-    TypeInfoTraits<phi::TensorBase, DenseTensor>::kType =
-        RegisterStaticType<phi::TensorBase>(DenseTensor::name());
-
 DenseTensor::DenseTensor(Allocator* a, const DenseTensorMeta& meta)
     : meta_(meta), holder_(a->Allocate(SizeOf(dtype()) * numel())) {}
 
diff --git a/paddle/phi/core/selected_rows.cc b/paddle/phi/core/selected_rows.cc
index 3ececdfc0bb58920997bb9999e34eb608a4a6899..ec2d0d61fae287418b032a1a7c16f2f014ea6c50 100644
--- a/paddle/phi/core/selected_rows.cc
+++ b/paddle/phi/core/selected_rows.cc
@@ -16,11 +16,6 @@ limitations under the License. */
 
 namespace phi {
 
-template <>
-const TypeInfo<phi::TensorBase>
-    TypeInfoTraits<phi::TensorBase, SelectedRows>::kType =
-        RegisterStaticType<phi::TensorBase>(SelectedRows::name());
-
 SelectedRows::SelectedRows(const std::vector<int64_t>& rows,
                            const int64_t& height)
     : impl_(std::make_shared<phi::SelectedRowsImpl>(rows, height)) {}
diff --git a/paddle/phi/core/sparse_coo_tensor.cc b/paddle/phi/core/sparse_coo_tensor.cc
index d76064b5a3d3e7d174a1b8c0f24b4c48786fd7f1..6e7543016f0a08415d38653653f7a41262cbeada 100644
--- a/paddle/phi/core/sparse_coo_tensor.cc
+++ b/paddle/phi/core/sparse_coo_tensor.cc
@@ -16,11 +16,6 @@ limitations under the License. */
 
 namespace phi {
 
-template <>
-const TypeInfo<phi::TensorBase>
-    TypeInfoTraits<phi::TensorBase, SparseCooTensor>::kType =
-        RegisterStaticType<phi::TensorBase>(SparseCooTensor::name());
-
 SparseCooTensor::SparseCooTensor() {
   DenseTensor non_zero_indices, non_zero_elements;
   this->SetMember(non_zero_indices, non_zero_elements, {1}, true);
diff --git a/paddle/phi/core/sparse_csr_tensor.cc b/paddle/phi/core/sparse_csr_tensor.cc
index 156a324f8b64a9be86ee8c30fb406fc8bbccb0f5..ab31a63f4a0f8fb1ec16532b651d5fddd8f9a917 100644
--- a/paddle/phi/core/sparse_csr_tensor.cc
+++ b/paddle/phi/core/sparse_csr_tensor.cc
@@ -16,11 +16,6 @@ limitations under the License. */
 
 namespace phi {
 
-template <>
-const TypeInfo<phi::TensorBase>
-    TypeInfoTraits<phi::TensorBase, SparseCsrTensor>::kType =
-        RegisterStaticType<phi::TensorBase>(SparseCsrTensor::name());
-
 SparseCsrTensor::SparseCsrTensor() {
   DenseTensor crows, cols, values;
   this->non_zero_crows_ = crows;
diff --git a/paddle/phi/core/storage_properties.cc b/paddle/phi/core/storage_properties.cc
deleted file mode 100644
index f05a3572f5e7d39f74161a73c30c623d74add8e3..0000000000000000000000000000000000000000
--- a/paddle/phi/core/storage_properties.cc
+++ /dev/null
@@ -1,32 +0,0 @@
-/* Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
-
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-You may obtain a copy of the License at
-
-    http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License. */
-
-#include "paddle/phi/core/storage_properties.h"
-
-namespace phi {
-
-#ifdef PADDLE_WITH_MKLDNN
-template <>
-const TypeInfo<StorageProperties>
-    TypeInfoTraits<StorageProperties, OneDNNStorageProperties>::kType =
-        RegisterStaticType<StorageProperties>(OneDNNStorageProperties::name());
-
-#endif
-
-template <>
-const TypeInfo<StorageProperties>
-    TypeInfoTraits<StorageProperties, NPUStorageProperties>::kType =
-        RegisterStaticType<StorageProperties>(NPUStorageProperties::name());
-
-}  // namespace phi
diff --git a/paddle/phi/core/string_tensor.cc b/paddle/phi/core/string_tensor.cc
index 428c890c1f2c872c55ca2ebb002155818dc588a0..0e465982ba429a4ffdf0c861f1d1ca8388a64573 100644
--- a/paddle/phi/core/string_tensor.cc
+++ b/paddle/phi/core/string_tensor.cc
@@ -21,11 +21,6 @@ limitations under the License. */
 
 namespace phi {
 
-template <>
-const TypeInfo<phi::TensorBase>
-    TypeInfoTraits<phi::TensorBase, StringTensor>::kType =
-        RegisterStaticType<phi::TensorBase>(StringTensor::name());
-
 StringTensor::StringTensor() { meta_.offset = 0; }
 
 StringTensor::StringTensor(Allocator* a, const StringTensorMeta& meta)
diff --git a/paddle/phi/core/tensor_array.cc b/paddle/phi/core/tensor_array.cc
index f30b17251cde5c56f93e24d18cb99bfb755a8067..e774bd0da448a76512bcba2db706d8aa3fe03bd9 100644
--- a/paddle/phi/core/tensor_array.cc
+++ b/paddle/phi/core/tensor_array.cc
@@ -16,11 +16,6 @@ limitations under the License. */
 
 namespace phi {
 
-template <>
-const TypeInfo<phi::TensorBase>
-    TypeInfoTraits<phi::TensorBase, TensorArray>::kType =
-        RegisterStaticType<phi::TensorBase>(TensorArray::name());
-
 TensorArray::TensorArray(const std::vector<DenseTensor>& vec) {
   tensors_ = vec;
 }
diff --git a/paddle/phi/core/utils/type_info.cc b/paddle/phi/core/utils/type_info.cc
new file mode 100644
index 0000000000000000000000000000000000000000..dd43e672ea34682223103a13a2039733b0cac02b
--- /dev/null
+++ b/paddle/phi/core/utils/type_info.cc
@@ -0,0 +1,71 @@
+/* Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License. */
+
+#include <string>
+
+#include "paddle/phi/backends/cpu/cpu_context.h"
+#include "paddle/phi/backends/custom/custom_context.h"
+#include "paddle/phi/backends/gpu/gpu_context.h"
+#include "paddle/phi/backends/xpu/xpu_context.h"
+#include "paddle/phi/core/selected_rows.h"
+#include "paddle/phi/core/sparse_coo_tensor.h"
+#include "paddle/phi/core/sparse_csr_tensor.h"
+#include "paddle/phi/core/storage_properties.h"
+#include "paddle/phi/core/string_tensor.h"
+#include "paddle/phi/core/tensor_array.h"
+#include "paddle/phi/core/utils/type_info.h"
+
+namespace phi {
+
+template <typename BaseT, typename DerivedT>
+TypeInfoTraits<BaseT, DerivedT>::TypeInfoTraits() {
+  static_cast<BaseT*>(static_cast<DerivedT*>(this))->type_info_ = kType;
+}
+
+template <typename BaseT, typename DerivedT>
+bool TypeInfoTraits<BaseT, DerivedT>::classof(const BaseT* obj) {
+  return obj->type_info() == kType;
+}
+
+template <typename BaseT, typename DerivedT>
+const TypeInfo<BaseT> TypeInfoTraits<BaseT, DerivedT>::kType =
+    RegisterStaticType<BaseT>(DerivedT::name());
+
+template class TypeInfoTraits<phi::TensorBase, DenseTensor>;
+template class TypeInfoTraits<phi::TensorBase, SelectedRows>;
+template class TypeInfoTraits<phi::TensorBase, SparseCooTensor>;
+template class TypeInfoTraits<phi::TensorBase, SparseCsrTensor>;
+template class TypeInfoTraits<phi::TensorBase, StringTensor>;
+template class TypeInfoTraits<phi::TensorBase, TensorArray>;
+
+template class TypeInfoTraits<phi::DeviceContext, CPUContext>;
+template class TypeInfoTraits<phi::DeviceContext, CustomContext>;
+
+#if defined(PADDLE_WITH_CUDA) || defined(PADDLE_WITH_HIP) || \
+    defined(PADDLE_WITH_XPU_KP)
+template class TypeInfoTraits<phi::DeviceContext, GPUContext>;
+template class TypeInfoTraits<phi::DeviceContext, GPUPinnedContext>;
+#endif
+
+#ifdef PADDLE_WITH_XPU
+template class TypeInfoTraits<phi::DeviceContext, XPUContext>;
+#endif
+
+#ifdef PADDLE_WITH_MKLDNN
+template class TypeInfoTraits<phi::StorageProperties, OneDNNStorageProperties>;
+#endif
+
+template class TypeInfoTraits<phi::StorageProperties, NPUStorageProperties>;
+
+}  // namespace phi
diff --git a/paddle/phi/core/utils/type_info.h b/paddle/phi/core/utils/type_info.h
index 1b3d0f8683b596aea784975a24ef8473096eb0da..b4d908e2c1d9c099d7f2d9c231ae040ca181b701 100644
--- a/paddle/phi/core/utils/type_info.h
+++ b/paddle/phi/core/utils/type_info.h
@@ -43,10 +43,8 @@ template <typename BaseT, typename DerivedT>
 class TypeInfoTraits {
  public:
   static const TypeInfo<BaseT> kType;
-  TypeInfoTraits() {
-    static_cast<BaseT*>(static_cast<DerivedT*>(this))->type_info_ = kType;
-  }
-  static bool classof(const BaseT* obj) { return obj->type_info() == kType; }
+  TypeInfoTraits();
+  static bool classof(const BaseT* obj);
 };
 
 template <typename BaseT>
diff --git a/test/cpp/phi/core/test_type_info.cc b/test/cpp/phi/core/test_type_info.cc
index 40e89f6203d387a47cfb3ebff1014df54cd165ce..efa0fa228b986129ccd7bc249ab07a1feb7a220f 100644
--- a/test/cpp/phi/core/test_type_info.cc
+++ b/test/cpp/phi/core/test_type_info.cc
@@ -22,6 +22,16 @@ template <typename BaseT, typename DerivedT>
 const TypeInfo<BaseT> TypeInfoTraits<BaseT, DerivedT>::kType =
     RegisterStaticType<BaseT>(DerivedT::name());
 
+template <typename BaseT, typename DerivedT>
+bool TypeInfoTraits<BaseT, DerivedT>::classof(const BaseT* obj) {
+  return obj->type_info() == kType;
+}
+
+template <typename BaseT, typename DerivedT>
+TypeInfoTraits<BaseT, DerivedT>::TypeInfoTraits() {
+  static_cast<BaseT*>(static_cast<DerivedT*>(this))->type_info_ = kType;
+}
+
 namespace tests {
 
 template <typename T>