[NewIR]Add NOT_FOR_INFER to prune Inference Library Size and Split VJP CodeGen...

[NewIR]Add NOT_FOR_INFER to prune Inference Library Size and Split VJP CodeGen into pd_op_vjp.cc (#56352)

* [NewIR]Prune Inference Library Size and Remove IR Dialect

* remove options

* add NOT_FOR_INFER

* fix pd_vjp.cc

* polish deps

* fix code style

* fix unittest

* fix cmake

* fix inference CI

cmake/generic.cmake

@@ -118,6 +118,19 @@ function(find_fluid_modules TARGET_NAME)
   endif()
 endfunction()
 
+# NOTE(Aurelius84): NOT_INFER_MODULES is used to tag
+# and not considered as DEPS for inference libs.
+set_property(GLOBAL PROPERTY NOT_INFER_MODULES "")
+
+function(ignore_infer_modules TARGET_NAME)
+  get_property(not_infer_modules GLOBAL PROPERTY NOT_INFER_MODULES)
+  list(FIND not_infer_modules TARGET_NAME is_found)
+  if(is_found EQUAL -1) # NOT FOUND
+    set(not_infer_modules ${not_infer_modules} ${TARGET_NAME})
+    set_property(GLOBAL PROPERTY NOT_INFER_MODULES "${not_infer_modules}")
+  endif()
+endfunction()
+
 set_property(GLOBAL PROPERTY PHI_MODULES "")
 # find all phi modules is used for paddle static library
 # for building inference libs
@@ -335,7 +348,15 @@ function(check_coverage_opt TARGET_NAME SRCS)
 endfunction()
 
 function(cc_library TARGET_NAME)
-  set(options STATIC static SHARED shared INTERFACE interface)
+  set(options
+      STATIC
+      static
+      SHARED
+      shared
+      INTERFACE
+      interface
+      NOT_FOR_INFER
+      not_for_infer)
   set(oneValueArgs "")
   set(multiValueArgs SRCS DEPS)
   cmake_parse_arguments(cc_library "${options}" "${oneValueArgs}"
@@ -347,6 +368,9 @@ function(cc_library TARGET_NAME)
         CACHE STRING "output library name for target ${TARGET_NAME}")
   endif()
   if(cc_library_SRCS)
+    if(cc_library_NOT_FOR_INFER OR cc_library_not_for_infer)
+      ignore_infer_modules(${TARGET_NAME})
+    endif()
     if(cc_library_SHARED OR cc_library_shared) # build *.so
       add_library(${TARGET_NAME} SHARED ${cc_library_SRCS})
     elseif(cc_library_INTERFACE OR cc_library_interface)

paddle/fluid/framework/details/CMakeLists.txt

@@ -276,7 +276,7 @@ set(SSA_GRAPH_EXECUTOR_DEPS
     inplace_addto_op_pass
     set_reader_device_info_utils)
 cc_library(
-  ssa_graph_executor
+  ssa_graph_executor NOT_FOR_INFER
   SRCS ssa_graph_executor.cc
   DEPS ${SSA_GRAPH_EXECUTOR_DEPS})
 

paddle/fluid/framework/new_executor/garbage_collector/CMakeLists.txt

 cc_library(
-  interpretercore_garbage_collector
+  interpretercore_garbage_collector NOT_FOR_INFER
   SRCS garbage_collector.cc event_garbage_collector.cc fast_garbage_collector.cc
        no_event_garbage_collector.cc
   DEPS garbage_collector executor_gc_helper)

paddle/fluid/framework/new_executor/instruction/CMakeLists.txt

@@ -6,7 +6,7 @@ cc_library(
 
 if(WITH_CINN AND NOT CINN_ONLY)
   cc_library(
-    cinn_jit_instruction
+    cinn_jit_instruction NOT_FOR_INFER
     SRCS cinn_jit_instruction.cc
     DEPS phi cinnapi cinn_dialect)
 endif()

paddle/fluid/inference/CMakeLists.txt

@@ -34,6 +34,7 @@ endif()
 get_property(fluid_modules GLOBAL PROPERTY FLUID_MODULES)
 get_property(phi_modules GLOBAL PROPERTY PHI_MODULES)
 get_property(ir_targets GLOBAL PROPERTY IR_TARGETS)
+get_property(not_infer_modules GLOBAL PROPERTY NOT_INFER_MODULES)
 set(utils_modules pretty_log string_helper benchmark utf8proc)
 
 add_subdirectory(api)
@@ -57,18 +58,16 @@ set(KERNEL_LIST
     ""
     CACHE STRING "The list of phi kernels that will be compiled")
 
+# shared inference library deps
+list(REMOVE_DUPLICATES fluid_modules)
 #windows GPU static library over the limit, so not create_static_lib, and cc_library is dummy
 if(WIN32 AND WITH_GPU)
-  cc_library(paddle_inference DEPS ${fluid_modules} ${ir_targets}
-                                   ${STATIC_INFERENCE_API} ${utils_modules})
+  cc_library(paddle_inference DEPS ${fluid_modules} ${STATIC_INFERENCE_API}
+                                   ${utils_modules})
 else()
-  # message("${fluid_modules}")
-  # message("${STATIC_INFERENCE_API}")
-  # message("${utils_modules}")
-  # message("${phi_modules}")
   if(WIN32)
     create_static_lib(paddle_inference ${phi_modules} ${fluid_modules}
-                      ${STATIC_INFERENCE_API} ${utils_modules})
+                      ${ir_targets} ${STATIC_INFERENCE_API} ${utils_modules})
   else()
     create_static_lib(paddle_inference ${phi_modules} ${fluid_modules}
                       ${ir_targets} ${STATIC_INFERENCE_API} ${utils_modules})
@@ -82,7 +81,6 @@ if(NOT APPLE)
   )
   set_target_properties(paddle_inference PROPERTIES LINK_FLAGS "${LINK_FLAGS}")
 endif()
-
 # C inference API
 add_subdirectory(capi_exp)
 
@@ -99,15 +97,17 @@ set(SHARED_INFERENCE_SRCS
     ${CMAKE_CURRENT_SOURCE_DIR}/api/details/zero_copy_tensor.cc
     ${CMAKE_CURRENT_SOURCE_DIR}/utils/io_utils.cc)
 
-# shared inference library deps
-list(REMOVE_ITEM fluid_modules standalone_executor
-     interpretercore_garbage_collector)
-if(WIN32)
-  set(SHARED_INFERENCE_DEPS phi ${fluid_modules} analysis_predictor
-                            ${utils_modules})
-else()
-  set(SHARED_INFERENCE_DEPS phi ${fluid_modules} ${ir_targets}
-                            analysis_predictor ${utils_modules})
+# NOTE(Aurelius84): For inference library, some DEPS is usless
+# such as non-infer operator related targets et.al.
+list(REMOVE_ITEM fluid_modules cinn_dialect)
+# NOTE(Aurelisu84): Remove ir dialect related target DEPS for inference
+# shared library to prune library size.
+list(REMOVE_ITEM fluid_modules ${not_infer_modules})
+
+set(SHARED_INFERENCE_DEPS phi ${fluid_modules} analysis_predictor
+                          ${utils_modules})
+if(NOT WIN32)
+  list(APPEND SHARED_INFERENCE_DEPS ${ir_targets})
 endif()
 
 if(WITH_CRYPTO)

paddle/fluid/ir/dialect/op_generator/op_gen.py

@@ -13,6 +13,7 @@
 # limitations under the License.
 
 import argparse
+import logging
 import os
 
 import yaml
@@ -115,13 +116,30 @@ CC_FILE_TEMPLATE = """// This file is generated by "paddle/fluid/ir/dialect/op_g
 #include "paddle/phi/infermeta/fusion.h"
 #include "paddle/phi/api/lib/utils/allocator.h"
 #include "paddle/fluid/primitive/rule/vjp/vjp.h"
-{def_primitive}
 #include "paddle/ir/core/op_base.h"
 
 {input}
 
 {define_type_id}
 """
+# =====================================
+# String Template for pd_op_vjp.cc file code gen
+# =====================================
+VJP_CC_FILE_TEMPLATE = """// This file is generated by "paddle/fluid/ir/dialect/op_generator/op_gen.py"
+#include "paddle/fluid/ir/dialect/paddle_dialect/ir/pd_attribute.h"
+#include "paddle/fluid/ir/dialect/paddle_dialect/ir/pd_op.h"
+#include "paddle/fluid/primitive/rule/vjp/vjp.h"
+#include "paddle/fluid/primitive/type/lazy_tensor.h"
+#include "paddle/ir/core/builtin_op.h"
+#include "paddle/ir/core/op_base.h"
+#include "paddle/phi/common/int_array.h"
+
+namespace paddle {{
+namespace dialect {{
+{input}
+}}  // namespace dialect
+}}  // namespace paddle
+"""
 
 OP_N_ATTRIBUTE_DEFINED_TEMPLATE = """
 const char *{op_name}::attributes_name[{attribute_num}] = {{ {attribute_names} }};
@@ -681,6 +699,7 @@ def OpGenerator(
     dialect_name,
     op_def_h_file,
     op_def_cc_file,
+    op_vjp_cc_file,
 ):
     # (1) Prepare: Delete existing old files: pd_op.h.tmp, pd_op.cc.tmp
     if os.path.exists(op_def_h_file):
@@ -705,6 +724,7 @@ def OpGenerator(
     ops_name_list = []  # all op class name store in this list
     ops_declare_list = []  # all op class declare store in this list
     ops_defined_list = []  # all op class defined store in this list
+    ops_vjp_defined_list = []  # all op vjp static interface defination
     for key, op_info in op_info_items.items():
         # get op inputs info
         op_input_name_list = op_info.input_name_list
@@ -1078,11 +1098,9 @@ def OpGenerator(
             ops_defined_list.append(op_infer_meta_str)
             # NOTE(chenxi67)skip if dialect_name==cinn
             if dialect_name == "cinn":
-                import logging
-
                 logging.warning("cinn is currently not support Vjp function")
             else:
-                ops_defined_list.append(op_vjp_str)
+                ops_vjp_defined_list.append(op_vjp_str)
 
     # (4) Generate head file str
     op_namespaces_prev = ""
@@ -1122,24 +1140,25 @@ def OpGenerator(
     for op in ops_name_with_namespace_list:
         define_type_id_str += DEFINE_OP_TYPE_ID.format(op_name=op)
 
-    # NOTE(chenxi67) Skip include this header file if dialect_name == cinn
-    # otherwise we may get compile error when compile with "ncclDataType_t"
-    def_primitive_str = "#include \"paddle/fluid/primitive/type/lazy_tensor.h\""
-    if dialect_name == "cinn":
-        def_primitive_str = ""
-
     source_file_str = CC_FILE_TEMPLATE.format(
         h_file=op_def_h_file[:-4],
-        def_primitive=def_primitive_str,
         input=source_file_str,
         define_type_id=define_type_id_str,
     )  # Add head
 
+    vjp_source_file_str = VJP_CC_FILE_TEMPLATE.format(
+        input="".join(ops_vjp_defined_list)
+    )
     # (5) Generate pd_op.h.tmp, pd_op.cc.tmp
-    with open(op_def_h_file, 'a') as f:
+    with open(op_def_h_file, 'w') as f:
         f.write(head_file_str)
-    with open(op_def_cc_file, 'a') as f:
+    with open(op_def_cc_file, 'w') as f:
         f.write(source_file_str)
+    # NOTE(Aurelius84): op_gen.py is called multiply times,
+    # and vjp is only avaible for pd dialect.
+    if dialect_name != 'cinn' and op_vjp_cc_file:
+        with open(op_vjp_cc_file, 'w') as f:
+            f.write(vjp_source_file_str)
 
 
 # =====================================
@@ -1155,6 +1174,7 @@ def ParseArguments():
     parser.add_argument('--dialect_name', type=str)
     parser.add_argument('--op_def_h_file', type=str)
     parser.add_argument('--op_def_cc_file', type=str)
+    parser.add_argument('--op_vjp_cc_file', type=str)
     return parser.parse_args()
 
 
@@ -1172,6 +1192,7 @@ if __name__ == "__main__":
     dialect_name = args.dialect_name
     op_def_h_file = args.op_def_h_file
     op_def_cc_file = args.op_def_cc_file
+    op_vjp_cc_file = args.op_vjp_cc_file
 
     # auto code generate
     OpGenerator(
@@ -1181,4 +1202,5 @@ if __name__ == "__main__":
         dialect_name,
         op_def_h_file,
         op_def_cc_file,
+        op_vjp_cc_file,
     )

paddle/fluid/ir/dialect/op_generator/op_interface_gen.py

@@ -57,17 +57,17 @@ OP_VJP_DEFINE_TEMPLATE = """
 std::vector<std::vector<ir::OpResult>> {op_class_name}::Vjp(ir::Operation* op, const std::vector<std::vector<ir::OpResult>>& out_grads, const std::vector<std::vector<bool>>& stop_gradients){{
     {op_class_name} op_obj = op->dyn_cast<{op_class_name}>();
 
-VLOG(6) << "Prepare inputs of {op_grad_name}";
+    VLOG(6) << "Prepare inputs of {op_grad_name}";
 {forward_input_code}
 {forward_output_grad_code}
 
-VLOG(6) << "Vjp prepare Prepare attributes of {op_grad_name}";
+    VLOG(6) << "Vjp prepare Prepare attributes of {op_grad_name}";
 {attribute_code}
 
-VLOG(4) << "Vjp prepare call {op_phi_name}'s vjp inteface";
+    VLOG(4) << "Vjp prepare call {op_phi_name}'s vjp inteface";
 {call_vjp_code}
 
-VLOG(4) << "Vjp prepare stop gradient of {op_grad_name}";
+    VLOG(4) << "Vjp prepare stop gradient of {op_grad_name}";
 {stop_gradient_input_grad_code}
     return res;
 }}

paddle/fluid/ir/dialect/paddle_dialect/ir/CMakeLists.txt

@@ -36,18 +36,25 @@ set(op_source_file ${PD_DIALECT_BINARY_DIR}/pd_op.cc)
 set(op_header_file_tmp ${op_header_file}.tmp)
 set(op_source_file_tmp ${op_source_file}.tmp)
 
+set(op_vjp_source_file ${PD_DIALECT_BINARY_DIR}/pd_op_vjp.cc)
+set(op_vjp_source_file_tmp ${op_vjp_source_file}.tmp)
+
 add_custom_command(
-  OUTPUT ${op_header_file} ${op_source_file}
+  OUTPUT ${op_header_file} ${op_source_file} ${op_vjp_source_file}
   COMMAND
     ${PYTHON_EXECUTABLE} ${op_gen_file} --op_yaml_files ${op_yaml_files}
     --op_compat_yaml_file ${op_compat_yaml_file} --namespaces ${op_namespace}
     --dialect_name ${dialect_name} --op_def_h_file ${op_header_file_tmp}
-    --op_def_cc_file ${op_source_file_tmp}
+    --op_def_cc_file ${op_source_file_tmp} --op_vjp_cc_file
+    ${op_vjp_source_file_tmp}
   COMMAND ${CMAKE_COMMAND} -E copy_if_different ${op_header_file_tmp}
           ${op_header_file}
   COMMAND ${CMAKE_COMMAND} -E copy_if_different ${op_source_file_tmp}
           ${op_source_file}
-  COMMENT "copy_if_different ${op_header_file} ${op_source_file}"
+  COMMAND ${CMAKE_COMMAND} -E copy_if_different ${op_vjp_source_file_tmp}
+          ${op_vjp_source_file}
+  COMMENT
+    "copy_if_different ${op_header_file} ${op_source_file} ${op_vjp_source_file}"
   DEPENDS ${op_gen_file} ${op_forward_yaml_file1} ${op_forward_yaml_file2}
           ${op_backward_yaml_file1} ${op_backward_yaml_file2}
           ${op_compat_yaml_file}
@@ -98,6 +105,6 @@ target_include_directories(pd_dialect_api PRIVATE ${PD_DIALECT_BINARY_DIR})
 
 cc_library(
   pd_dialect
-  SRCS pd_dialect.cc pd_op_vjp_manual.cc
+  SRCS pd_dialect.cc pd_op_vjp_manual.cc ${op_vjp_source_file}
   DEPS pd_dialect_api param_to_variable primitive_vjp_experimental
        pd_dialect_utils op_yaml_info_parser)

paddle/fluid/ir_adaptor/translator/op_translator.cc

@@ -25,6 +25,7 @@
 #include "paddle/fluid/framework/op_desc.h"
 #include "paddle/fluid/ir/dialect/paddle_dialect/interface/op_yaml_info.h"
 #include "paddle/fluid/ir/dialect/paddle_dialect/ir/pd_attribute.h"
+#include "paddle/fluid/ir/dialect/paddle_dialect/ir/pd_dialect.h"
 #include "paddle/fluid/ir/dialect/paddle_dialect/ir/pd_type.h"
 #include "paddle/fluid/ir/dialect/paddle_dialect/utils/utils.h"
 #include "paddle/fluid/ir_adaptor/translator/attribute_translator.h"
@@ -1634,6 +1635,9 @@ struct ElementwiseGradTranscriber : public OpTranscriber {
 };
 
 OpTranslator::OpTranslator() {
+  ir::IrContext* ctx = ir::IrContext::Instance();
+  ctx->GetOrRegisterDialect<paddle::dialect::PaddleDialect>();
+
   general_handler = OpTranscriber();
   special_handlers["add_n"] = AddNOpTranscriber();
   special_handlers["assign_value"] = AssignValueOpTranscriber();

paddle/fluid/jit/CMakeLists.txt

@@ -24,7 +24,7 @@ cc_library(
 cc_library(
   jit_compilation_unit
   SRCS compilation_unit.cc
-  DEPS proto_desc executor parallel_executor executor_cache)
+  DEPS proto_desc executor parallel_executor)
 
 cc_library(
   jit_function_schema

paddle/fluid/platform/CMakeLists.txt

@@ -108,7 +108,7 @@ endif()
 cc_library(
   init
   SRCS init.cc
-  DEPS device_context phi memcpy pd_dialect)
+  DEPS device_context phi memcpy)
 
 # memcpy depends on device_context, here add deps individually for
 # avoiding cycle dependencies

paddle/fluid/platform/init.cc

@@ -51,13 +51,9 @@ limitations under the License. */
 #include "paddle/fluid/platform/device/ipu/ipu_info.h"
 #endif
 
-#include "paddle/fluid/ir/dialect/paddle_dialect/ir/pd_dialect.h"
 #include "paddle/fluid/memory/allocation/allocator_facade.h"
 #include "paddle/fluid/memory/memory.h"
 #include "paddle/fluid/platform/flags.h"
-#include "paddle/ir/core/builtin_dialect.h"
-#include "paddle/ir/core/ir_context.h"
-#include "paddle/ir/core/program.h"
 #include "paddle/phi/common/memory_utils.h"
 #include "paddle/phi/core/custom_kernel.h"
 
@@ -202,9 +198,6 @@ void InitDevices() {
 }
 
 void InitDevices(const std::vector<int> devices) {
-  ir::IrContext *ctx = ir::IrContext::Instance();
-  ctx->GetOrRegisterDialect<paddle::dialect::PaddleDialect>();
-
   std::vector<platform::Place> places;
 
   for (auto device : devices) {

test/cpp/ir/core/type_test.cc

@@ -15,6 +15,7 @@
 #include <gtest/gtest.h>
 #include <unordered_map>
 
+#include "paddle/fluid/ir/dialect/paddle_dialect/ir/pd_dialect.h"
 #include "paddle/fluid/ir/dialect/paddle_dialect/ir/pd_type.h"
 #include "paddle/ir/core/builtin_dialect.h"
 #include "paddle/ir/core/builtin_type.h"
@@ -209,6 +210,7 @@ IR_DEFINE_EXPLICIT_TYPE_ID(IntegerDialect)
 
 TEST(type_test, custom_type_dialect) {
   ir::IrContext *ctx = ir::IrContext::Instance();
+  ctx->GetOrRegisterDialect<paddle::dialect::PaddleDialect>();
 
   // Test 1: Test the function of IrContext to register Dialect.
   ctx->GetOrRegisterDialect<IntegerDialect>();
@@ -240,6 +242,7 @@ TEST(type_test, custom_type_dialect) {
 
 TEST(type_test, pd_dialect) {
   ir::IrContext *ctx = ir::IrContext::Instance();
+  ctx->GetOrRegisterDialect<paddle::dialect::PaddleDialect>();
   ir::Type fp32_dtype = ir::Float32Type::get(ctx);
   phi::DDim dims = {2, 2};
   phi::DataLayout data_layout = phi::DataLayout::NCHW;

test/cpp/prim/test_vjp.cc

@@ -44,6 +44,7 @@ namespace framework {
 
 TEST(VJP, TanhBackwardTest) {
   ir::IrContext* ctx = ir::IrContext::Instance();
+  ctx->GetOrRegisterDialect<paddle::dialect::PaddleDialect>();
   ir::Program program((ctx));
   paddle::dialect::APIBuilder::Instance().SetProgram(&program);
 
@@ -98,6 +99,7 @@ TEST(VJP, TanhBackwardTest) {
 
 TEST(VJP, Tanh_BackwardTest) {
   ir::IrContext* ctx = ir::IrContext::Instance();
+  ctx->GetOrRegisterDialect<paddle::dialect::PaddleDialect>();
   ir::Program program((ctx));
   paddle::dialect::APIBuilder::Instance().SetProgram(&program);
 
@@ -152,6 +154,7 @@ TEST(VJP, Tanh_BackwardTest) {
 
 TEST(VJP, MeanBackwardTest) {
   ir::IrContext* ctx = ir::IrContext::Instance();
+  ctx->GetOrRegisterDialect<paddle::dialect::PaddleDialect>();
   ir::Program program((ctx));
   paddle::dialect::APIBuilder::Instance().SetProgram(&program);
 
@@ -208,6 +211,7 @@ TEST(VJP, MeanBackwardTest) {
 
 TEST(VJP, ConcatBackwardTest) {
   ir::IrContext* ctx = ir::IrContext::Instance();
+  ctx->GetOrRegisterDialect<paddle::dialect::PaddleDialect>();
   ir::Program program((ctx));
   paddle::dialect::APIBuilder::Instance().SetProgram(&program);
 
@@ -270,6 +274,7 @@ TEST(VJP, ConcatBackwardTest) {
 
 TEST(VJP, AddBackwardTest) {
   ir::IrContext* ctx = ir::IrContext::Instance();
+  ctx->GetOrRegisterDialect<paddle::dialect::PaddleDialect>();
   ir::Program program((ctx));
   paddle::dialect::APIBuilder::Instance().SetProgram(&program);
 
@@ -334,6 +339,7 @@ TEST(VJP, AddBackwardTest) {
 
 TEST(VJP, Add_BackwardTest) {
   ir::IrContext* ctx = ir::IrContext::Instance();
+  ctx->GetOrRegisterDialect<paddle::dialect::PaddleDialect>();
   ir::Program program((ctx));
   paddle::dialect::APIBuilder::Instance().SetProgram(&program);