diff --git a/cmake/package_lite.cmake b/cmake/package_lite.cmake
index 9baf896850f..8a581ba5cc4 100644
--- a/cmake/package_lite.cmake
+++ b/cmake/package_lite.cmake
@@ -226,7 +226,11 @@ if(PLATFORM_ARM64)
     endif()
     install(FILES ${TOP_DIR}/mindspore/core/ir/dtype/type_id.h DESTINATION ${RUNTIME_INC_DIR}/ir/dtype
             COMPONENT ${RUNTIME_COMPONENT_NAME})
-    install(FILES ${TOP_DIR}/mindspore/core/mindapi/base/type_id.h DESTINATION ${RUNTIME_INC_DIR}/mindapi/base
+    install(FILES
+            ${TOP_DIR}/mindspore/core/mindapi/base/format.h
+            ${TOP_DIR}/mindspore/core/mindapi/base/type_id.h
+            ${TOP_DIR}/mindspore/core/mindapi/base/types.h
+            DESTINATION ${RUNTIME_INC_DIR}/mindapi/base
             COMPONENT ${RUNTIME_COMPONENT_NAME})
     install(DIRECTORY ${TOP_DIR}/include/api/ DESTINATION ${RUNTIME_INC_DIR}/api
             COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h" PATTERN "ops*" EXCLUDE)
@@ -327,7 +331,11 @@ elseif(PLATFORM_ARM32)
     endif()
     install(FILES ${TOP_DIR}/mindspore/core/ir/dtype/type_id.h DESTINATION ${RUNTIME_INC_DIR}/ir/dtype
             COMPONENT ${RUNTIME_COMPONENT_NAME})
-    install(FILES ${TOP_DIR}/mindspore/core/mindapi/base/type_id.h DESTINATION ${RUNTIME_INC_DIR}/mindapi/base
+    install(FILES
+            ${TOP_DIR}/mindspore/core/mindapi/base/format.h
+            ${TOP_DIR}/mindspore/core/mindapi/base/type_id.h
+            ${TOP_DIR}/mindspore/core/mindapi/base/types.h
+            DESTINATION ${RUNTIME_INC_DIR}/mindapi/base
             COMPONENT ${RUNTIME_COMPONENT_NAME})
     install(DIRECTORY ${TOP_DIR}/include/api/ DESTINATION ${RUNTIME_INC_DIR}/api
             COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h" PATTERN "ops*" EXCLUDE)
@@ -416,7 +424,11 @@ elseif(WIN32)
             COMPONENT ${RUNTIME_COMPONENT_NAME})
     install(FILES ${TOP_DIR}/mindspore/core/ir/dtype/type_id.h DESTINATION ${RUNTIME_INC_DIR}/ir/dtype
             COMPONENT ${RUNTIME_COMPONENT_NAME})
-    install(FILES ${TOP_DIR}/mindspore/core/mindapi/base/type_id.h DESTINATION ${RUNTIME_INC_DIR}/mindapi/base
+    install(FILES
+            ${TOP_DIR}/mindspore/core/mindapi/base/format.h
+            ${TOP_DIR}/mindspore/core/mindapi/base/type_id.h
+            ${TOP_DIR}/mindspore/core/mindapi/base/types.h
+            DESTINATION ${RUNTIME_INC_DIR}/mindapi/base
             COMPONENT ${RUNTIME_COMPONENT_NAME})
     install(DIRECTORY ${TOP_DIR}/include/api/ DESTINATION ${RUNTIME_INC_DIR}/api
             COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h" PATTERN "ops*" EXCLUDE)
@@ -462,7 +474,11 @@ else()
             COMPONENT ${RUNTIME_COMPONENT_NAME})
     install(FILES ${TOP_DIR}/mindspore/core/ir/dtype/type_id.h DESTINATION ${RUNTIME_INC_DIR}/ir/dtype
             COMPONENT ${RUNTIME_COMPONENT_NAME})
-    install(FILES ${TOP_DIR}/mindspore/core/mindapi/base/type_id.h DESTINATION ${RUNTIME_INC_DIR}/mindapi/base
+    install(FILES
+            ${TOP_DIR}/mindspore/core/mindapi/base/format.h
+            ${TOP_DIR}/mindspore/core/mindapi/base/type_id.h
+            ${TOP_DIR}/mindspore/core/mindapi/base/types.h
+            DESTINATION ${RUNTIME_INC_DIR}/mindapi/base
             COMPONENT ${RUNTIME_COMPONENT_NAME})
     install(DIRECTORY ${TOP_DIR}/include/api/ DESTINATION ${RUNTIME_INC_DIR}/api
             COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h" PATTERN "ops*" EXCLUDE)
diff --git a/include/api/format.h b/include/api/format.h
index 782760e7af7..877cb1c74cf 100644
--- a/include/api/format.h
+++ b/include/api/format.h
@@ -19,28 +19,10 @@
 #ifndef MINDSPORE_INCLUDE_API_FORMAT_H
 #define MINDSPORE_INCLUDE_API_FORMAT_H
 
-#include <cstdint>
+#if __has_include("include/mindapi/base/format.h")
+#include "include/mindapi/base/format.h"
+#else
+#include "mindapi/base/format.h"
+#endif
 
-namespace mindspore {
-enum Format : int64_t {
-  NCHW = 0,
-  NHWC = 1,
-  NHWC4 = 2,
-  HWKC = 3,
-  HWCK = 4,
-  KCHW = 5,
-  CKHW = 6,
-  KHWC = 7,
-  CHWK = 8,
-  HW = 9,
-  HW4 = 10,
-  NC = 11,
-  NC4 = 12,
-  NC4HW4 = 13,
-  NUM_OF_FORMAT = 14,
-  NCDHW = 15,
-  NWC = 16,
-  NCW = 17
-};
-}  // namespace mindspore
 #endif  // MINDSPORE_INCLUDE_API_FORMAT_H
diff --git a/mindspore/core/mindapi/base/format.h b/mindspore/core/mindapi/base/format.h
new file mode 100644
index 00000000000..8cb2d2c52cd
--- /dev/null
+++ b/mindspore/core/mindapi/base/format.h
@@ -0,0 +1,44 @@
+/**
+ * Copyright 2021 Huawei Technologies Co., Ltd
+ *
+ * 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.
+ */
+
+#ifndef MINDSPORE_CORE_MINDAPI_BASE_FORMAT_H_
+#define MINDSPORE_CORE_MINDAPI_BASE_FORMAT_H_
+
+#include <cstdint>
+
+namespace mindspore {
+enum Format : int64_t {
+  NCHW = 0,
+  NHWC = 1,
+  NHWC4 = 2,
+  HWKC = 3,
+  HWCK = 4,
+  KCHW = 5,
+  CKHW = 6,
+  KHWC = 7,
+  CHWK = 8,
+  HW = 9,
+  HW4 = 10,
+  NC = 11,
+  NC4 = 12,
+  NC4HW4 = 13,
+  NUM_OF_FORMAT = 14,
+  NCDHW = 15,
+  NWC = 16,
+  NCW = 17,
+};
+}  // namespace mindspore
+#endif  // MINDSPORE_CORE_MINDAPI_BASE_FORMAT_H_
diff --git a/mindspore/core/mindapi/base/types.h b/mindspore/core/mindapi/base/types.h
new file mode 100644
index 00000000000..b42889b4126
--- /dev/null
+++ b/mindspore/core/mindapi/base/types.h
@@ -0,0 +1,118 @@
+/**
+ * Copyright 2021 Huawei Technologies Co., Ltd
+ *
+ * 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.
+ */
+
+#ifndef MINDSPORE_CORE_MINDAPI_BASE_TYPES_H_
+#define MINDSPORE_CORE_MINDAPI_BASE_TYPES_H_
+
+#include <cstdint>
+
+namespace mindspore {
+enum CoordinateTransformMode : int64_t {
+  ASYMMETRIC = 0,
+  ALIGN_CORNERS = 1,
+  HALF_PIXEL = 2,
+  CROP_AND_RESIZE = 3,
+};
+
+enum class ResizeMethod : int64_t {
+  UNKNOWN = -1,
+  LINEAR = 0,
+  NEAREST = 1,
+  CUBIC = 2,
+};
+
+enum class NearestMode : int64_t {
+  NORMAL = 0,
+  ROUND_HALF_DOWN = 1,
+  ROUND_HALF_UP = 2,
+  FLOOR = 3,
+  CEIL = 4,
+};
+
+enum RoundMode : int64_t {
+  FLOOR = 0,
+  CEIL = 1,
+};
+
+enum ActivationType : int64_t {
+  NO_ACTIVATION = 0,
+  RELU = 1,
+  SIGMOID = 2,
+  RELU6 = 3,
+  ELU = 4,
+  LEAKY_RELU = 5,
+  ABS = 6,
+  RELU1 = 7,
+  SOFTSIGN = 8,
+  SOFTPLUS = 9,
+  TANH = 10,
+  SELU = 11,
+  HSWISH = 12,
+  HSIGMOID = 13,
+  THRESHOLDRELU = 14,
+  LINEAR = 15,
+  HARD_TANH = 16,
+  SIGN = 17,
+  SWISH = 18,
+  GELU = 19,
+  GLU = 20,
+  UNKNOWN = 21,
+};
+
+enum ReduceMode : int64_t {
+  Reduce_Mean = 0,
+  Reduce_Max = 1,
+  Reduce_Min = 2,
+  Reduce_Prod = 3,
+  Reduce_Sum = 4,
+  Reduce_Sum_Square = 5,
+  Reduce_ASum = 6,
+  Reduce_All = 7,
+};
+
+enum EltwiseMode : int64_t {
+  PROD = 0,
+  SUM = 1,
+  MAXIMUM = 2,
+  ELTWISEMODE_UNKNOW = 3,
+};
+
+enum Reduction : int64_t {
+  REDUCTION_SUM = 0,
+  MEAN = 1,
+  NONE = 2,
+};
+
+enum PadMode : int64_t {
+  PAD = 0,
+  SAME = 1,
+  VALID = 2,
+};
+
+enum class LshProjectionType : int64_t {
+  UNKNOWN = 0,
+  SPARSE = 1,
+  DENSE = 2,
+};
+
+enum PaddingMode : int64_t {
+  CONSTANT = 0,
+  REFLECT = 1,
+  SYMMETRIC = 2,
+  MODE_RESERVED = 3,
+};
+}  // namespace mindspore
+#endif  // MINDSPORE_CORE_MINDAPI_BASE_TYPES_H_
diff --git a/mindspore/core/utils/check_convert_utils.h b/mindspore/core/utils/check_convert_utils.h
index 5cb6685699b..c483789b7ef 100644
--- a/mindspore/core/utils/check_convert_utils.h
+++ b/mindspore/core/utils/check_convert_utils.h
@@ -1,5 +1,5 @@
 /**
- * Copyright 2019-2020 Huawei Technologies Co., Ltd
+ * Copyright 2019-2021 Huawei Technologies Co., Ltd
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -29,6 +29,12 @@
 #include "ir/dtype/type_id.h"
 #include "include/api/format.h"
 #include "utils/log_adapter.h"
+#if __has_include("include/mindapi/base/types.h")
+#include "include/mindapi/base/types.h"
+#else
+#include "mindapi/base/types.h"
+#endif
+
 namespace mindspore {
 typedef std::pair<std::map<std::string, int64_t>, std::map<int64_t, std::string>> AttrConverterPair;
 typedef std::map<std::string, std::vector<int64_t>> ShapeMap;
@@ -51,40 +57,7 @@ enum CompareRange {
   kIncludeRight = 3,    // (a,b]
   kIncludeBoth = 4,     // [a,b]
 };
-enum ActivationType : int64_t {
-  NO_ACTIVATION = 0,
-  RELU = 1,
-  SIGMOID = 2,
-  RELU6 = 3,
-  ELU = 4,
-  LEAKY_RELU = 5,
-  ABS = 6,
-  RELU1 = 7,
-  SOFTSIGN = 8,
-  SOFTPLUS = 9,
-  TANH = 10,
-  SELU = 11,
-  HSWISH = 12,
-  HSIGMOID = 13,
-  THRESHOLDRELU = 14,
-  LINEAR = 15,
-  HARD_TANH = 16,
-  SIGN = 17,
-  SWISH = 18,
-  GELU = 19,
-  GLU = 20,
-  UNKNOWN = 21
-};
-enum ReduceMode : int64_t {
-  Reduce_Mean = 0,
-  Reduce_Max = 1,
-  Reduce_Min = 2,
-  Reduce_Prod = 3,
-  Reduce_Sum = 4,
-  Reduce_Sum_Square = 5,
-  Reduce_ASum = 6,
-  Reduce_All = 7
-};
+
 enum ReduceType : int64_t {
   REDUCE_MAX = 0,
   REDUCE_MEAN = 1,
@@ -95,16 +68,6 @@ enum ReduceType : int64_t {
   REDUCE_SUM = 6,
   REDUCE_UNKNOW = 7,
 };
-enum EltwiseMode : int64_t { PROD = 0, SUM = 1, MAXIMUM = 2, ELTWISEMODE_UNKNOW = 3 };
-
-enum Reduction : int64_t { REDUCTION_SUM = 0, MEAN = 1, NONE = 2 };
-
-enum PadMode : int64_t { PAD = 0, SAME = 1, VALID = 2 };
-
-enum RoundMode : int64_t {
-  FLOOR = 0,
-  CEIL = 1,
-};
 
 enum PoolMode : int64_t {
   MAX_POOLING = 0,
@@ -113,16 +76,6 @@ enum PoolMode : int64_t {
 
 enum GateOrderMode : int64_t { RZH = 0, ZRH = 1 };
 
-enum class LshProjectionType : int64_t { UNKNOWN = 0, SPARSE = 1, DENSE = 2 };
-
-enum PaddingMode : int64_t { CONSTANT = 0, REFLECT = 1, SYMMETRIC = 2, MODE_RESERVED = 3 };
-
-enum class ResizeMethod : int64_t { UNKNOWN = -1, LINEAR = 0, NEAREST = 1, CUBIC = 2 };
-
-enum CoordinateTransformMode : int64_t { ASYMMETRIC = 0, ALIGN_CORNERS = 1, HALF_PIXEL = 2, CROP_AND_RESIZE = 3 };
-
-enum class NearestMode : int64_t { NORMAL = 0, ROUND_HALF_DOWN = 1, ROUND_HALF_UP = 2, FLOOR = 3, CEIL = 4 };
-
 template <typename T>
 const std::map<CompareEnum, std::function<bool(T, T)>> kCompareMap = {
   {kEqual, [](T num1, T num2) -> bool { return num1 == num2; }},
diff --git a/mindspore/lite/src/CMakeLists.txt b/mindspore/lite/src/CMakeLists.txt
index d1db8c412d6..715a62d5d5b 100644
--- a/mindspore/lite/src/CMakeLists.txt
+++ b/mindspore/lite/src/CMakeLists.txt
@@ -299,7 +299,9 @@ if(APPLE)
             ${CMAKE_CURRENT_SOURCE_DIR}/../../core/ir/dtype/type_id.h
             )
     set(MINDSPORE_LITE_PUB_HDRS_MINDAPI_HDRS
+            ${CMAKE_CURRENT_SOURCE_DIR}/../../core/mindapi/base/format.h
             ${CMAKE_CURRENT_SOURCE_DIR}/../../core/mindapi/base/type_id.h
+            ${CMAKE_CURRENT_SOURCE_DIR}/../../core/mindapi/base/types.h
             )
     add_library(mindspore-lite_static STATIC
             ${LITE_SRC}