Refactoring for base and abstract types: Moving Base into base folder;...

Refactoring for base and abstract types: Moving Base into base folder; Splitting the abstract type and infer&specialize routines;

mindspore/ccsrc/CMakeLists.txt

@@ -127,7 +127,7 @@ endif()
 ## make sub objects
 set(SUB_COMP 
     transform pre_activate parallel pipeline device kernel common debug gvar ir onnx operator optimizer predict
-    pybind_api pynative session utils vm
+    pybind_api pynative session utils vm base abstract
 )
 
 foreach (_comp ${SUB_COMP})

mindspore/ccsrc/abstract/CMakeLists.txt

+file(GLOB_RECURSE _ABSTRACT_ALL_SRC_FILES RELATIVE ${CMAKE_CURRENT_SOURCE_DIR} "*.cc")
+set_property(SOURCE ${_ABSTRACT_ALL_SRC_FILES} PROPERTY COMPILE_DEFINITIONS SUBMODULE_ID=mindspore::SubModuleId::SM_ABSTRACT)
+add_library(_mindspore_abstract_obj OBJECT ${_ABSTRACT_ALL_SRC_FILES})

mindspore/ccsrc/pipeline/static_analysis/abstract_value.cc → mindspore/ccsrc/abstract/abstract_value.cc

@@ -16,13 +16,12 @@
  * limitations under the License.
  */
 
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 
 #include <algorithm>
 
 #include "utils/symbolic.h"
-#include "pipeline/static_analysis/static_analysis.h"
-#include "pipeline/static_analysis/utils.h"
+#include "abstract/utils.h"
 
 namespace mindspore {
 namespace abstract {

mindspore/ccsrc/pipeline/static_analysis/abstract_value.h → mindspore/ccsrc/abstract/abstract_value.h

@@ -16,8 +16,8 @@
  * limitations under the License.
  */
 
-#ifndef PIPELINE_STATIC_ANALYSIS_ABSTRACT_VALUE_H_
-#define PIPELINE_STATIC_ANALYSIS_ABSTRACT_VALUE_H_
+#ifndef MINDSPORE_CCSRC_ABSTRACT_ABSTRACT_VALUE_H_
+#define MINDSPORE_CCSRC_ABSTRACT_ABSTRACT_VALUE_H_
 
 #include <utility>
 #include <vector>
@@ -27,11 +27,11 @@
 
 #include "utils/log_adapter.h"
 #include "utils/hashing.h"
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/dtype.h"
 #include "ir/value.h"
 #include "ir/tensor.h"
-#include "pipeline/static_analysis/dshape.h"
+#include "abstract/dshape.h"
 
 namespace mindspore {
 namespace abstract {
@@ -623,4 +623,4 @@ class AbstractIndexedSlices : public AbstractUndetermined {
 };
 }  // namespace abstract
 }  // namespace mindspore
-#endif  // PIPELINE_STATIC_ANALYSIS_ABSTRACT_VALUE_H_
+#endif  // MINDSPORE_CCSRC_ABSTRACT_ABSTRACT_VALUE_H_

mindspore/ccsrc/pipeline/static_analysis/analysis_context.cc → mindspore/ccsrc/abstract/analysis_context.cc

@@ -14,7 +14,7 @@
  * limitations under the License.
  */
 
-#include "pipeline/static_analysis/analysis_context.h"
+#include "abstract/analysis_context.h"
 
 #include <algorithm>
 

mindspore/ccsrc/pipeline/static_analysis/analysis_context.h → mindspore/ccsrc/abstract/analysis_context.h

@@ -16,14 +16,14 @@
  * limitations under the License.
  */
 
-#ifndef PIPELINE_STATIC_ANALYSIS_ANALYSIS_CONTEXT_H_
-#define PIPELINE_STATIC_ANALYSIS_ANALYSIS_CONTEXT_H_
+#ifndef MINDSPORE_CCSRC_ABSTRACT_ANALYSIS_CONTEXT_H_
+#define MINDSPORE_CCSRC_ABSTRACT_ANALYSIS_CONTEXT_H_
 
 #include <memory>
 #include <string>
 #include <unordered_map>
 
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "ir/meta_func_graph.h"
 
 namespace mindspore {
@@ -85,4 +85,4 @@ struct ContextEqual {
 extern const AnalysisContextPtr kDummyAnalysisContext;
 }  // namespace abstract
 }  // namespace mindspore
-#endif  // PIPELINE_STATIC_ANALYSIS_ANALYSIS_CONTEXT_H_
+#endif  // MINDSPORE_CCSRC_ABSTRACT_ANALYSIS_CONTEXT_H_

mindspore/ccsrc/pipeline/static_analysis/dshape.cc → mindspore/ccsrc/abstract/dshape.cc

@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-#include "pipeline/static_analysis/dshape.h"
+#include "abstract/dshape.h"
 
 #include <exception>
 #include <iostream>

mindspore/ccsrc/pipeline/static_analysis/dshape.h → mindspore/ccsrc/abstract/dshape.h

@@ -16,8 +16,8 @@
  * limitations under the License.
  */
 
-#ifndef PIPELINE_STATIC_ANALYSIS_DSHAPE_H_
-#define PIPELINE_STATIC_ANALYSIS_DSHAPE_H_
+#ifndef MINDSPORE_CCSRC_ABSTRACT_DSHAPE_H_
+#define MINDSPORE_CCSRC_ABSTRACT_DSHAPE_H_
 
 #include <vector>
 #include <string>
@@ -27,7 +27,7 @@
 #include <memory>
 
 #include "utils/log_adapter.h"
-#include "ir/base.h"
+#include "base/base.h"
 
 namespace mindspore {
 namespace abstract {
@@ -132,4 +132,4 @@ using ListShapePtr = std::shared_ptr<ListShape>;
 }  // namespace abstract
 }  // namespace mindspore
 
-#endif  // PIPELINE_STATIC_ANALYSIS_DSHAPE_H_
+#endif  // MINDSPORE_CCSRC_ABSTRACT_DSHAPE_H_

mindspore/ccsrc/pipeline/static_analysis/param_validator.cc → mindspore/ccsrc/abstract/param_validator.cc

@@ -14,13 +14,13 @@
  * limitations under the License.
  */
 
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/param_validator.h"
 
 #include <string>
 #include <sstream>
 #include <memory>
 #include "utils/symbolic.h"
-#include "pipeline/static_analysis/utils.h"
+#include "abstract/utils.h"
 
 namespace mindspore {
 namespace abstract {

mindspore/ccsrc/pipeline/static_analysis/param_validator.h → mindspore/ccsrc/abstract/param_validator.h

@@ -14,15 +14,15 @@
  * limitations under the License.
  */
 
-#ifndef PIPELINE_STATIC_ANALYSIS_PARAM_VALIDATOR_H_
-#define PIPELINE_STATIC_ANALYSIS_PARAM_VALIDATOR_H_
+#ifndef MINDSPORE_CCSRC_ABSTRACT_PARAM_VALIDATOR_H_
+#define MINDSPORE_CCSRC_ABSTRACT_PARAM_VALIDATOR_H_
 
 #include <memory>
 #include <string>
 #include <utility>
 #include <vector>
-#include "pipeline/static_analysis/abstract_value.h"
-#include "pipeline/static_analysis/utils.h"
+#include "abstract/abstract_value.h"
+#include "abstract/utils.h"
 #include "utils/any.h"
 #include "ir/primitive.h"
 
@@ -97,4 +97,4 @@ void CheckArgsSpec(const AbstractBasePtrList &args_list) {
 }  // namespace abstract
 }  // namespace mindspore
 
-#endif  // PIPELINE_STATIC_ANALYSIS_PARAM_VALIDATOR_H_
+#endif  // MINDSPORE_CCSRC_ABSTRACT_PARAM_VALIDATOR_H_

mindspore/ccsrc/pipeline/static_analysis/utils.cc → mindspore/ccsrc/abstract/utils.cc

@@ -16,13 +16,13 @@
  * limitations under the License.
  */
 
-#include "pipeline/static_analysis/utils.h"
+#include "abstract/utils.h"
 
 #include <string>
 #include <sstream>
 #include <memory>
 #include "utils/symbolic.h"
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/param_validator.h"
 
 namespace mindspore {
 namespace abstract {

mindspore/ccsrc/pipeline/static_analysis/utils.h → mindspore/ccsrc/abstract/utils.h

@@ -16,14 +16,14 @@
  * limitations under the License.
  */
 
-#ifndef PIPELINE_STATIC_ANALYSIS_UTILS_H_
-#define PIPELINE_STATIC_ANALYSIS_UTILS_H_
+#ifndef MINDSPORE_CCSRC_ABSTRACT_UTILS_H_
+#define MINDSPORE_CCSRC_ABSTRACT_UTILS_H_
 
 #include <vector>
 #include <utility>
 #include <memory>
 #include <string>
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "utils/any.h"
 #include "utils/misc.h"
 #include "utils/convert_utils.h"
@@ -53,4 +53,4 @@ int GetPositiveAxis(int axis_value, size_t increment);
 ShapePtr GetBroadcastShape(const std::string &op, const AbstractTensorPtr &tensor_x, const AbstractTensorPtr &tensor_y);
 }  // namespace abstract
 }  // namespace mindspore
-#endif  // PIPELINE_STATIC_ANALYSIS_UTILS_H_
+#endif  // MINDSPORE_CCSRC_ABSTRACT_UTILS_H_

mindspore/ccsrc/base/CMakeLists.txt

+file(GLOB_RECURSE _BASE_ALL_SRC_FILES RELATIVE ${CMAKE_CURRENT_SOURCE_DIR} "*.cc")
+set_property(SOURCE ${_BASE_ALL_SRC_FILES} PROPERTY COMPILE_DEFINITIONS SUBMODULE_ID=mindspore::SubModuleId::SM_BASE)
+add_library(_mindspore_base_obj OBJECT ${_BASE_ALL_SRC_FILES})

mindspore/ccsrc/ir/base.cc → mindspore/ccsrc/base/base.cc

@@ -14,7 +14,7 @@
  * limitations under the License.
  */
 
-#include "ir/base.h"
+#include "base/base.h"
 #include <atomic>
 #include <mutex>
 #include <unordered_map>

mindspore/ccsrc/ir/base.h → mindspore/ccsrc/base/base.h

@@ -14,8 +14,8 @@
  * limitations under the License.
  */
 
-#ifndef MINDSPORE_CCSRC_IR_BASE_H_
-#define MINDSPORE_CCSRC_IR_BASE_H_
+#ifndef MINDSPORE_CCSRC_BASE_BASE_H_
+#define MINDSPORE_CCSRC_BASE_BASE_H_
 
 #include <atomic>
 #include <iostream>
@@ -149,4 +149,4 @@ struct MS_EXPORT TypeIdManager {
 };
 }  // namespace mindspore
 
-#endif  // MINDSPORE_CCSRC_IR_BASE_H_
+#endif  // MINDSPORE_CCSRC_BASE_BASE_H_

mindspore/ccsrc/common.h

@@ -23,8 +23,8 @@
 #include "pybind11/pybind11.h"
 #include "pybind11/stl.h"
 
-#include "pipeline/static_analysis/dshape.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/dshape.h"
+#include "abstract/abstract_value.h"
 #include "pipeline/static_analysis/abstract_function.h"
 #include "pipeline/parse/python_adapter.h"
 #include "pipeline/parse/parse.h"

mindspore/ccsrc/debug/info.h

@@ -24,7 +24,7 @@
 #include <utility>
 #include <vector>
 
-#include "ir/base.h"
+#include "base/base.h"
 #include "debug/trace_info.h"
 
 namespace mindspore {

mindspore/ccsrc/debug/trace_info.h

@@ -24,7 +24,7 @@
 #include <utility>
 #include <vector>
 
-#include "ir/base.h"
+#include "base/base.h"
 
 namespace mindspore {
 class TraceInfo;

mindspore/ccsrc/gvar/typeid_manager.cc

@@ -20,7 +20,7 @@
 #include <mutex>
 #include <unordered_map>
 
-#include "ir/base.h"
+#include "base/base.h"
 
 namespace mindspore {
 

mindspore/ccsrc/ir/anf.h

@@ -26,7 +26,7 @@
 #include <unordered_map>
 #include <utility>
 
-#include "ir/base.h"
+#include "base/base.h"
 #include "debug/info.h"
 #include "ir/scope.h"
 

mindspore/ccsrc/ir/dtype.h

@@ -28,7 +28,7 @@
 #include <type_traits>
 #include <unordered_map>
 #include <algorithm>
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/named.h"
 
 #include "ir/dtype/type.h"

mindspore/ccsrc/ir/dtype/container.h

@@ -29,7 +29,7 @@
 #include <type_traits>
 #include <unordered_map>
 #include <algorithm>
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/named.h"
 #include "ir/dtype/type.h"
 

mindspore/ccsrc/ir/dtype/empty.h

@@ -29,7 +29,7 @@
 #include <type_traits>
 #include <unordered_map>
 #include <algorithm>
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/named.h"
 #include "ir/dtype/type.h"
 

mindspore/ccsrc/ir/dtype/number.h

@@ -29,7 +29,7 @@
 #include <type_traits>
 #include <unordered_map>
 #include <algorithm>
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/named.h"
 #include "ir/dtype/type.h"
 

mindspore/ccsrc/ir/dtype/ref.h

@@ -29,7 +29,7 @@
 #include <type_traits>
 #include <unordered_map>
 #include <algorithm>
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/named.h"
 #include "ir/dtype/type.h"
 

mindspore/ccsrc/ir/dtype/type.h

@@ -32,7 +32,7 @@
 #include <unordered_map>
 #include <algorithm>
 
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/named.h"
 #include "ir/dtype/type_id.h"
 

mindspore/ccsrc/ir/dtype/type_extends.cc

@@ -15,7 +15,7 @@
  */
 
 #include "ir/dtype/type.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 
 namespace mindspore {
 abstract::AbstractBasePtr Type::ToAbstract() {

mindspore/ccsrc/ir/dtype_extends.cc

@@ -19,7 +19,7 @@
 #include <cstdlib>
 #include <algorithm>
 #include "utils/log_adapter.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 
 namespace mindspore {
 TypePtr TypeAnything::DeepCopy() const { return kAnyType; }

mindspore/ccsrc/ir/dtype_py.cc

@@ -19,7 +19,7 @@
 #include <cstdlib>
 #include <algorithm>
 #include "utils/log_adapter.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "pybind_api/api_register.h"
 #include "pybind_api/export_flags.h"
 

mindspore/ccsrc/ir/func_graph_extends.cc

@@ -24,7 +24,7 @@
 #include "ir/func_graph_cloner.h"
 #include "operator/ops.h"
 #include "utils/ordered_set.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "pipeline/static_analysis/static_analysis.h"
 #include "pipeline/static_analysis/abstract_function.h"
 

mindspore/ccsrc/ir/meta_func_graph.h

@@ -30,7 +30,7 @@
 #include "ir/anf.h"
 #include "ir/func_graph.h"
 #include "ir/signature.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 
 namespace mindspore {
 // namespace to support intermediate representation definition

mindspore/ccsrc/ir/meta_tensor.h

@@ -22,7 +22,7 @@
 #include <memory>
 #include <string>
 
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/dtype.h"
 #include "utils/convert_utils.h"
 #include "utils/hashing.h"

mindspore/ccsrc/ir/meta_tensor_extends.cc

@@ -22,7 +22,7 @@
 #include <sstream>
 #include <string>
 
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 
 namespace mindspore {
 namespace tensor {

mindspore/ccsrc/ir/named.cc

@@ -15,7 +15,7 @@
  */
 
 #include "ir/named.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 
 namespace mindspore {
 bool Named::operator==(const Value &other) const {

mindspore/ccsrc/ir/primitive.h

@@ -24,9 +24,10 @@
 #include <tuple>
 
 #include "ir/dtype/type.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "parallel/ops_info/operator_info.h"
 #include "utils/base_ref_extends.h"
+
 namespace mindspore {
 // Supported meta type
 enum PrimType {

mindspore/ccsrc/ir/primitive_py.h

@@ -24,13 +24,14 @@
 #include <tuple>
 #include <map>
 
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "utils/misc.h"
 #include "pybind11/pybind11.h"
 #include "utils/log_adapter.h"
 #include "ir/primitive.h"
 #include "ir/signature.h"
 #include "parallel/ops_info/operator_info.h"
+
 namespace py = pybind11;
 namespace mindspore {
 class PrimitivePy : public Primitive {

mindspore/ccsrc/ir/scalar.h

@@ -27,7 +27,7 @@
 #include <utility>
 #include <cfloat>
 
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/dtype.h"
 #include "ir/dtype/number.h"
 

mindspore/ccsrc/ir/tensor.cc

@@ -29,7 +29,7 @@
 #include <typeinfo>
 
 #include "device/device_address.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 
 namespace mindspore {
 namespace tensor {

mindspore/ccsrc/ir/tensor_py.cc

@@ -25,7 +25,7 @@
 #include "device/device_address.h"
 #include "pybind_api/api_register.h"
 #include "pybind_api/export_flags.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 
 namespace mindspore {
 namespace tensor {

mindspore/ccsrc/ir/value.h

@@ -25,7 +25,7 @@
 #include <sstream>
 #include <utility>
 
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/anf.h"
 #include "ir/dtype.h"
 #include "ir/scalar.h"

mindspore/ccsrc/ir/value_extends.cc

@@ -20,7 +20,7 @@
 #include <cmath>
 #include <cfloat>
 
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 
 namespace mindspore {
 using ContextPtr = abstract::AnalysisContextPtr;

mindspore/ccsrc/ir/value_py.cc

@@ -18,7 +18,7 @@
 #include <string>
 
 #include "pybind_api/api_register.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 
 namespace mindspore {
 // Define python 'RefKey' class.

mindspore/ccsrc/kernel/akg/gpu/akg_gpu_kernel_build.h

@@ -17,7 +17,7 @@
 #ifndef MINDSPORE_CCSRC_KERNEL_AKG_GPU_AKG_GPU_KERNEL_BUILD_H_
 #define MINDSPORE_CCSRC_KERNEL_AKG_GPU_AKG_GPU_KERNEL_BUILD_H_
 #include "kernel/kernel.h"
-#include "ir/base.h"
+#include "base/base.h"
 
 namespace mindspore {
 namespace kernel {

mindspore/ccsrc/kernel/kernel.h

@@ -23,7 +23,7 @@
 #include "ir/dtype.h"
 #include "utils/utils.h"
 #include "ir/tensor.h"
-#include "pipeline/static_analysis/dshape.h"
+#include "abstract/dshape.h"
 #include "utils/log_adapter.h"
 
 namespace mindspore {

mindspore/ccsrc/kernel/tbe/tbe_adapter.h

@@ -21,7 +21,7 @@
 #include <memory>
 #include <vector>
 #include "nlohmann/json.hpp"
-#include "ir/base.h"
+#include "base/base.h"
 #include "kernel/oplib/opinfo.h"
 // Note: This file is mainly used to adapt the ME front-end operator description and
 //       the TBE back-end operator implementation difference

mindspore/ccsrc/kernel/tbe/tbe_convert_utils.h

@@ -19,7 +19,7 @@
 
 #include <string>
 #include "kernel/kernel.h"
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/dtype/type.h"
 
 namespace mindspore {

mindspore/ccsrc/operator/composite/composite.cc

@@ -24,10 +24,10 @@
 
 #include "ir/anf.h"
 #include "ir/func_graph.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "pipeline/static_analysis/abstract_function.h"
-#include "pipeline/static_analysis/dshape.h"
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/dshape.h"
+#include "abstract/param_validator.h"
 #include "operator/cc_implementations.h"
 #include "optimizer/opt.h"
 #include "utils/symbolic.h"

mindspore/ccsrc/operator/composite/do_signature.cc

@@ -18,10 +18,10 @@
 #include <algorithm>
 #include <utility>
 
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "ir/anf.h"
-#include "pipeline/static_analysis/dshape.h"
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/dshape.h"
+#include "abstract/param_validator.h"
 #include "operator/cc_implementations.h"
 #include "optimizer/opt.h"
 #include "utils/symbolic.h"

mindspore/ccsrc/operator/composite/list_append_operation.cc

@@ -20,7 +20,7 @@
 #include <string>
 #include <memory>
 
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/param_validator.h"
 #include "optimizer/opt.h"
 #include "pybind_api/api_register.h"
 

mindspore/ccsrc/operator/composite/map.cc

@@ -22,9 +22,9 @@
 
 #include "ir/anf.h"
 #include "ir/func_graph.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "pipeline/static_analysis/abstract_function.h"
-#include "pipeline/static_analysis/dshape.h"
+#include "abstract/dshape.h"
 #include "pybind_api/api_register.h"
 #include "debug/trace.h"
 #include "operator/ops.h"

mindspore/ccsrc/operator/composite/multitype_funcgraph.cc

@@ -24,10 +24,10 @@
 
 #include "ir/anf.h"
 #include "ir/func_graph.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "pipeline/static_analysis/abstract_function.h"
-#include "pipeline/static_analysis/dshape.h"
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/dshape.h"
+#include "abstract/param_validator.h"
 #include "operator/cc_implementations.h"
 #include "optimizer/opt.h"
 #include "utils/context/ms_context.h"

mindspore/ccsrc/operator/composite/unpack_call.cc

@@ -19,9 +19,9 @@
 #include <utility>
 
 #include "./common.h"
-#include "pipeline/static_analysis/abstract_value.h"
-#include "pipeline/static_analysis/dshape.h"
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/abstract_value.h"
+#include "abstract/dshape.h"
+#include "abstract/param_validator.h"
 #include "operator/cc_implementations.h"
 #include "ir/anf.h"
 #include "optimizer/opt.h"

mindspore/ccsrc/operator/composite/zip_operation.cc

@@ -19,9 +19,9 @@
 #include "operator/composite/zip_operation.h"
 #include <algorithm>
 
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "ir/anf.h"
-#include "pipeline/static_analysis/dshape.h"
+#include "abstract/dshape.h"
 #include "operator/cc_implementations.h"
 #include "optimizer/opt.h"
 #include "pybind_api/api_register.h"

mindspore/ccsrc/operator/prim_arrays.cc

@@ -16,9 +16,9 @@
 
 #include "pipeline/static_analysis/prim.h"
 #include "operator/ops.h"
-#include "pipeline/static_analysis/utils.h"
+#include "abstract/utils.h"
 #include "operator/cc_implementations.h"
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/param_validator.h"
 
 namespace mindspore {
 namespace abstract {

mindspore/ccsrc/operator/prim_debug.cc

@@ -14,10 +14,10 @@
  * limitations under the License.
  */
 
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/param_validator.h"
 #include "pipeline/static_analysis/prim.h"
 #include "operator/ops.h"
-#include "pipeline/static_analysis/utils.h"
+#include "abstract/utils.h"
 #include "utils/symbolic.h"
 
 namespace mindspore {

mindspore/ccsrc/operator/prim_maths.cc

@@ -16,8 +16,8 @@
 
 #include "pipeline/static_analysis/prim.h"
 #include "operator/ops.h"
-#include "pipeline/static_analysis/utils.h"
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/utils.h"
+#include "abstract/param_validator.h"
 #include "common/utils.h"
 
 namespace mindspore {

mindspore/ccsrc/operator/prim_nn.cc

@@ -16,8 +16,8 @@
 
 #include "pipeline/static_analysis/prim.h"
 #include "operator/ops.h"
-#include "pipeline/static_analysis/utils.h"
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/utils.h"
+#include "abstract/param_validator.h"
 
 namespace mindspore {
 namespace abstract {

mindspore/ccsrc/operator/prim_others.cc

@@ -20,9 +20,9 @@
 #include "ir/dtype.h"
 #include "common/utils.h"
 #include "operator/ops.h"
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/param_validator.h"
 #include "pipeline/static_analysis/prim.h"
-#include "pipeline/static_analysis/utils.h"
+#include "abstract/utils.h"
 #include "utils/context/ms_context.h"
 #include "utils/symbolic.h"
 

mindspore/ccsrc/operator/prim_statement.cc

@@ -14,10 +14,10 @@
  * limitations under the License.
  */
 
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/param_validator.h"
 #include "pipeline/static_analysis/prim.h"
 #include "operator/ops.h"
-#include "pipeline/static_analysis/utils.h"
+#include "abstract/utils.h"
 #include "utils/symbolic.h"
 
 namespace mindspore {

mindspore/ccsrc/operator/prim_structures.cc

@@ -17,8 +17,8 @@
  */
 
 #include "pipeline/static_analysis/prim.h"
-#include "pipeline/static_analysis/utils.h"
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/utils.h"
+#include "abstract/param_validator.h"
 #include "operator/ops.h"
 #include "utils/convert_utils.h"
 #include "ir/tensor_py.h"

mindspore/ccsrc/optimizer/clean.h

@@ -24,7 +24,7 @@
 #include "operator/ops.h"
 #include "utils/any.h"
 #include "ir/manager.h"
-#include "pipeline/static_analysis/dshape.h"
+#include "abstract/dshape.h"
 
 namespace mindspore {
 /* namespace to support opt */

mindspore/ccsrc/optimizer/irpass/reduce_eliminate.h

@@ -25,7 +25,7 @@
 #include "optimizer/optimizer.h"
 #include "ir/visitor.h"
 #include "operator/ops.h"
-#include "pipeline/static_analysis/dshape.h"
+#include "abstract/dshape.h"
 
 namespace mindspore {
 namespace opt {

mindspore/ccsrc/optimizer/irpass/reshape_eliminate.h

@@ -25,7 +25,7 @@
 #include "operator/ops.h"
 #include "optimizer/irpass.h"
 #include "optimizer/optimizer.h"
-#include "pipeline/static_analysis/dshape.h"
+#include "abstract/dshape.h"
 
 namespace mindspore {
 namespace opt {

mindspore/ccsrc/parallel/context.h

@@ -29,7 +29,7 @@
 #include "ir/anf.h"
 #include "ir/func_graph.h"
 #include "debug/info.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 
 namespace mindspore {
 namespace parallel {

mindspore/ccsrc/parallel/graph_util/node_info.h

@@ -18,7 +18,7 @@
 #define MINDSPORE_CCSRC_PARALLEL_GRAPH_UTIL_NODE_INFO_H_
 
 #include <string>
-#include "ir/base.h"
+#include "base/base.h"
 
 namespace mindspore {
 namespace parallel {

mindspore/ccsrc/parallel/ops_info/operator_info.h

@@ -26,7 +26,7 @@
 #include <vector>
 
 #include "common/utils.h"
-#include "ir/base.h"
+#include "base/base.h"
 #include "parallel/auto_parallel/costmodel.h"
 #include "parallel/auto_parallel/operator_costmodel.h"
 #include "parallel/device_manager.h"

mindspore/ccsrc/pipeline/action.cc

@@ -30,7 +30,7 @@
 #include "pipeline/pass.h"
 #include "pipeline/parse/parse_base.h"
 #include "pipeline/parse/data_converter.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "pipeline/static_analysis/static_analysis.h"
 #include "pipeline/static_analysis/program_specialize.h"
 #include "pipeline/resource.h"

mindspore/ccsrc/pipeline/parse/resolve.h

@@ -23,7 +23,7 @@
 #include "ir/manager.h"
 #include "pipeline/parse/python_adapter.h"
 #include "pipeline/parse/parse_base.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "utils/log_adapter.h"
 
 // forward declaration of ResourceBase

mindspore/ccsrc/pipeline/pipeline_ge.cc

@@ -29,7 +29,7 @@
 #include "transform/graph_builder.h"
 #include "transform/graph_runner.h"
 #include "debug/draw.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 
 namespace mindspore {
 namespace pipeline {

mindspore/ccsrc/pipeline/remove_value_node_dup.h

@@ -19,7 +19,7 @@
 
 #include <unordered_map>
 #include <vector>
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/manager.h"
 
 namespace mindspore {

mindspore/ccsrc/pipeline/static_analysis/abstract_function.cc

@@ -18,7 +18,6 @@
 
 #include <vector>
 
-#include "pipeline/static_analysis/analysis_context.h"
 #include "pipeline/static_analysis/static_analysis.h"
 
 namespace mindspore {

mindspore/ccsrc/pipeline/static_analysis/abstract_function.h

@@ -22,8 +22,8 @@
 #include <memory>
 #include <string>
 
-#include "pipeline/static_analysis/abstract_value.h"
-#include "pipeline/static_analysis/analysis_context.h"
+#include "abstract/abstract_value.h"
+#include "abstract/analysis_context.h"
 #include "ir/meta_func_graph.h"
 
 namespace mindspore {

mindspore/ccsrc/pipeline/static_analysis/evaluator.cc

@@ -20,7 +20,7 @@
 #include <unordered_set>
 
 #include "ir/func_graph_cloner.h"
-#include "pipeline/static_analysis/utils.h"
+#include "abstract/utils.h"
 #include "debug/trace.h"
 
 namespace mindspore {

mindspore/ccsrc/pipeline/static_analysis/prim.cc

@@ -29,7 +29,7 @@
 #include "operator/ops.h"
 #include "operator/composite/do_signature.h"
 #include "operator/prim_to_function.h"
-#include "pipeline/static_analysis/utils.h"
+#include "abstract/utils.h"
 #include "utils/symbolic.h"
 #include "./common.h"
 #include "pipeline/resource.h"
@@ -38,7 +38,7 @@
 #include "utils/convert_utils.h"
 #include "utils/context/ms_context.h"
 #include "pipeline/parse/data_converter.h"
-#include "pipeline/static_analysis/param_validator.h"
+#include "abstract/param_validator.h"
 #include "common/utils.h"
 
 namespace mindspore {

mindspore/ccsrc/pipeline/static_analysis/static_analysis.cc

@@ -21,7 +21,7 @@
 #include <algorithm>
 #include <set>
 
-#include "pipeline/static_analysis/utils.h"
+#include "abstract/utils.h"
 #include "pipeline/static_analysis/prim.h"
 #include "operator/ops.h"
 #include "utils/symbolic.h"

mindspore/ccsrc/pipeline/static_analysis/static_analysis.h

@@ -34,7 +34,7 @@
 #include "utils/log_adapter.h"
 #include "ir/anf.h"
 #include "ir/primitive_py.h"
-#include "pipeline/static_analysis/analysis_context.h"
+#include "abstract/analysis_context.h"
 #include "pipeline/static_analysis/abstract_function.h"
 #include "pipeline/parse/parse.h"
 

mindspore/ccsrc/pre_activate/ascend/ir_fusion/batchnorm_to_bninfer.cc

@@ -20,7 +20,7 @@
 #include "ir/primitive.h"
 #include "utils/utils.h"
 #include "operator/ops.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "pre_activate/common/helper.h"
 
 namespace mindspore {

mindspore/ccsrc/pre_activate/ascend/ir_fusion/batchnormgrad_to_bninfergrad.cc

@@ -20,7 +20,7 @@
 #include "ir/primitive.h"
 #include "utils/utils.h"
 #include "operator/ops.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "pre_activate/common/helper.h"
 
 namespace mindspore {

mindspore/ccsrc/pre_activate/ascend/ir_fusion/confusion_mul_grad_fusion.cc

@@ -22,7 +22,7 @@
 #include "session/anf_runtime_algorithm.h"
 #include "ir/primitive.h"
 #include "utils/utils.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "pre_activate/common/helper.h"
 
 namespace mindspore {

mindspore/ccsrc/pre_activate/ascend/ir_fusion/derelu_fusion.cc

@@ -19,7 +19,7 @@
 #include "session/anf_runtime_algorithm.h"
 #include "ir/primitive.h"
 #include "utils/utils.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "pre_activate/common/helper.h"
 
 namespace mindspore {

mindspore/ccsrc/pre_activate/common/fusion_id_allocator.h

@@ -17,7 +17,7 @@
 #define MINDSPORE_CCSRC_PRE_ACTIVATE_COMMON_FUSION_ID_ALLOCATOR_H_
 
 #include <memory>
-#include "ir/base.h"
+#include "base/base.h"
 
 namespace mindspore {
 namespace opt {

mindspore/ccsrc/pre_activate/common/pattern_engine.h

@@ -34,7 +34,7 @@
 #include <utility>
 
 #include "pre_activate/common/visit.h"
-#include "ir/base.h"
+#include "base/base.h"
 #include "utils/log_adapter.h"
 #include "utils/base_ref.h"
 

mindspore/ccsrc/pre_activate/common/visit.h

@@ -26,7 +26,7 @@
 #include <string>
 #include <memory>
 
-#include "ir/base.h"
+#include "base/base.h"
 #include "utils/base_ref.h"
 
 // namespace to support utils definition

mindspore/ccsrc/pre_activate/pass/const_to_attr_strided_slice_grad.cc

@@ -20,7 +20,7 @@
 #include "ir/primitive.h"
 #include "utils/context/ms_context.h"
 #include "utils/utils.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "pre_activate/common/helper.h"
 
 namespace mindspore {

mindspore/ccsrc/pynative/base.h

@@ -27,7 +27,7 @@
 
 #include "pybind11/pybind11.h"
 #include "ir/primitive_py.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 
 namespace mindspore {
 namespace pynative {

mindspore/ccsrc/session/anf_runtime_algorithm.h

@@ -25,7 +25,7 @@
 #include <memory>
 #include "ir/anf.h"
 #include "ir/dtype.h"
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/primitive.h"
 #include "device/device_address.h"
 #include "kernel/kernel.h"

mindspore/ccsrc/utils/convert_utils.cc

@@ -25,7 +25,7 @@
 #include <cfloat>
 
 #include "pybind11/pybind11.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "pipeline/parse/parse.h"
 #include "pipeline/parse/parse_base.h"
 #include "ir/value.h"

mindspore/ccsrc/utils/convert_utils.h

@@ -28,7 +28,7 @@
 #include "utils/convert_utils_base.h"
 #include "utils/any.h"
 #include "utils/base_ref.h"
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/anf.h"
 
 namespace py = pybind11;

mindspore/ccsrc/utils/load_onnx/anf_model_parser.cc

@@ -24,7 +24,7 @@
 #include "ir/tensor.h"
 #include "ir/param_value.h"
 #include "operator/ops.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "proto/onnx.pb.h"
 #include "utils/log_adapter.h"
 

mindspore/ccsrc/utils/log_adapter.cc

@@ -157,6 +157,7 @@ static std::string ExceptionTypeToString(ExceptionType type) {
 static const char *GetSubModuleName(SubModuleId module_id) {
   static const char *sub_module_names[NUM_SUBMODUES] = {
     "UNKNOWN",    // SM_UNKNOWN
+    "BASE",       // SM_BASE
     "ANALYZER",   // SM_ANALYZER
     "COMMON",     // SM_COMMON
     "DEBUG",      // SM_DEBUG
@@ -176,6 +177,7 @@ static const char *GetSubModuleName(SubModuleId module_id) {
     "SESSION",    // SM_SESSION
     "UTILS",      // SM_UTILS
     "VM"          // SM_VM
+    "ABSTRACT"    // SM_ABSTRACT
   };
 
   return sub_module_names[module_id % NUM_SUBMODUES];

mindspore/ccsrc/utils/log_adapter.h

@@ -100,6 +100,7 @@ enum MsLogLevel : int { DEBUG = 0, INFO, WARNING, ERROR, EXCEPTION };
 
 enum SubModuleId : int {
   SM_UNKNOWN = 0,  // unknown submodule
+  SM_BASE,         // base
   SM_ANALYZER,     // static analyzer
   SM_COMMON,       // common
   SM_DEBUG,        // debug
@@ -119,6 +120,7 @@ enum SubModuleId : int {
   SM_SESSION,      // session
   SM_UTILS,        // utils
   SM_VM,           // VM
+  SM_ABSTRACT,     // abstract
   NUM_SUBMODUES    // number of submodules
 };
 

mindspore/ccsrc/utils/symbolic.h

@@ -26,7 +26,7 @@
 #include <string>
 
 #include "ir/anf.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "utils/any.h"
 
 namespace mindspore {

mindspore/ccsrc/vm/transform.cc

@@ -26,7 +26,7 @@
 #include <string>
 #include <vector>
 
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #ifdef ENABLE_GE
 #include "transform/convert.h"
 #endif

tests/ut/cpp/CMakeLists.txt

@@ -51,6 +51,8 @@ else()
 endif()
 
 file(GLOB_RECURSE MINDSPORE_SRC_LIST RELATIVE ${CMAKE_CURRENT_SOURCE_DIR}
+        "../../../mindspore/ccsrc/base/*.cc"
+        "../../../mindspore/ccsrc/abstract/*.cc"
         "../../../mindspore/ccsrc/ir/*.cc"
         "../../../mindspore/ccsrc/common/*.cc"
         "../../../mindspore/ccsrc/utils/*.cc"

tests/ut/cpp/pipeline/static_analysis/abstract_test.cc → tests/ut/cpp/abstract/abstract_test.cc

@@ -19,7 +19,7 @@
 #include "common/common_test.h"
 
 #include "pipeline/static_analysis/static_analysis.h"
-#include "pipeline/static_analysis/utils.h"
+#include "abstract/utils.h"
 #include "pipeline/static_analysis/prim.h"
 #include "pipeline/parse/parse.h"
 #include "pipeline/parse/resolve.h"

tests/ut/cpp/pipeline/static_analysis/dshape_test.cc → tests/ut/cpp/abstract/dshape_test.cc

@@ -18,7 +18,7 @@
 
 #include "common/common_test.h"
 
-#include "pipeline/static_analysis/dshape.h"
+#include "abstract/dshape.h"
 #include "utils/log_adapter.h"
 
 namespace mindspore {

tests/ut/cpp/pipeline/static_analysis/utils_test.cc → tests/ut/cpp/abstract/utils_test.cc

@@ -13,7 +13,7 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
-#include "pipeline/static_analysis/utils.h"
+#include "abstract/utils.h"
 
 #include "common/common_test.h"
 #include "pipeline/static_analysis/static_analysis.h"

tests/ut/cpp/ir/base_test.cc → tests/ut/cpp/base/base_test.cc

@@ -17,7 +17,7 @@
 
 #include "common/common_test.h"
 #include "utils/any.h"
-#include "ir/base.h"
+#include "base/base.h"
 #include "ir/anf.h"
 #include "utils/log_adapter.h"
 

tests/ut/cpp/ir/value_test.cc

@@ -21,7 +21,7 @@
 
 #include "common/common_test.h"
 #include "ir/value.h"
-#include "pipeline/static_analysis/abstract_value.h"
+#include "abstract/abstract_value.h"
 #include "utils/log_adapter.h"
 
 namespace mindspore {

tests/ut/cpp/pipeline/static_analysis/data_test.cc

@@ -20,7 +20,7 @@
 #include "common/py_func_graph_fetcher.h"
 #include "pipeline/static_analysis/prim.h"
 #include "operator/ops.h"
-#include "pipeline/static_analysis/utils.h"
+#include "abstract/utils.h"
 
 namespace mindspore {
 namespace abstract {