Lite subgraph support arm cpu. (#27827)

cmake/external/lite.cmake

@@ -12,8 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-if(NOT LINUX OR NOT WITH_MKL)
-  message("Paddle-lite will not build because the required Linux and MKL do not exist.")
+if(NOT LINUX)
+  message("Paddle-lite will not build because the required Linux do not exist.")
   set(WITH_LITE OFF)
   return()
 endif()
@@ -42,30 +42,30 @@ if (NOT LITE_SOURCE_DIR OR NOT LITE_BINARY_DIR)
   endif()
 
   # No quotes, so cmake can resolve it as a command with arguments.
-  set(LITE_BUILD_COMMAND $(MAKE) publish_inference -j)
-  set(LITE_OPTIONAL_ARGS -DWITH_MKL=ON
-                         -DLITE_WITH_CUDA=${WITH_GPU}
-                         -DWITH_MKLDNN=OFF
-                         -DLITE_WITH_X86=ON
-                         -DLITE_WITH_PROFILE=OFF
-                         -DWITH_LITE=OFF
-                         -DLITE_WITH_LIGHT_WEIGHT_FRAMEWORK=OFF
-                         -DWITH_PYTHON=OFF
-                         -DWITH_TESTING=OFF
-                         -DLITE_BUILD_EXTRA=ON
-                         -DCUDNN_ROOT=${CUDNN_ROOT}
-                         -DLITE_WITH_STATIC_CUDA=OFF
-                         -DCUDA_ARCH_NAME=${CUDA_ARCH_NAME}
-                         -DLITE_WITH_XPU=${LITE_WITH_XPU}
-                         -DXPU_SDK_ROOT=${XPU_SDK_ROOT}
-                         -DLITE_WITH_ARM=OFF)
-
-  ExternalProject_Add(
+  if(WITH_ARM)
+    set(LITE_BUILD_COMMAND $(MAKE) publish_inference -j)
+    message(WARNING "BUILD_COMMAND: ${LITE_BUILD_COMMAND}")
+    set(LITE_OPTIONAL_ARGS -DWITH_MKL=OFF
+                           -DLITE_WITH_CUDA=OFF
+                           -DWITH_MKLDNN=OFF
+                           -DLITE_WITH_X86=OFF
+                           -DLITE_WITH_LIGHT_WEIGHT_FRAMEWORK=ON
+                           -DLITE_WITH_PROFILE=OFF
+                           -DARM_TARGET_OS=armlinux
+                           -DWITH_LITE=ON
+                           -DWITH_PYTHON=OFF
+                           -DWITH_TESTING=OFF
+                           -DLITE_BUILD_EXTRA=ON
+                           -DLITE_WITH_XPU=${LITE_WITH_XPU}
+                           -DXPU_SDK_ROOT=${XPU_SDK_ROOT}
+                           -DLITE_WITH_ARM=ON)
+    ExternalProject_Add(
       ${LITE_PROJECT}
       ${EXTERNAL_PROJECT_LOG_ARGS}
       GIT_REPOSITORY      "https://github.com/PaddlePaddle/Paddle-Lite.git"
       GIT_TAG             ${LITE_GIT_TAG}
       PREFIX              ${LITE_SOURCES_DIR}
+      PATCH_COMMAND       mkdir -p ${LITE_SOURCES_DIR}/src/extern_lite-build/lite/gen_code && touch ${LITE_SOURCES_DIR}/src/extern_lite-build/lite/gen_code/__generated_code__.cc
       UPDATE_COMMAND      ""
       BUILD_COMMAND       ${LITE_BUILD_COMMAND}
       INSTALL_COMMAND     ""
@@ -81,7 +81,51 @@ if (NOT LITE_SOURCE_DIR OR NOT LITE_BINARY_DIR)
                           -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
                           ${EXTERNAL_OPTIONAL_ARGS}
                           ${LITE_OPTIONAL_ARGS}
-  )
+    )
+    set(LITE_OUTPUT_BIN_DIR inference_lite_lib.armlinux.armv8)
+  else()
+    set(LITE_BUILD_COMMAND $(MAKE) publish_inference -j)
+    set(LITE_OUTPUT_BIN_DIR inference_lite_lib)
+    set(LITE_OPTIONAL_ARGS -DWITH_MKL=ON
+                           -DLITE_WITH_CUDA=${WITH_GPU}
+                           -DWITH_MKLDNN=OFF
+                           -DLITE_WITH_X86=ON
+                           -DLITE_WITH_PROFILE=OFF
+                           -DWITH_LITE=OFF
+                           -DLITE_WITH_LIGHT_WEIGHT_FRAMEWORK=OFF
+                           -DWITH_PYTHON=OFF
+                           -DWITH_TESTING=OFF
+                           -DLITE_BUILD_EXTRA=ON
+                           -DCUDNN_ROOT=${CUDNN_ROOT}
+                           -DLITE_WITH_STATIC_CUDA=OFF
+                           -DCUDA_ARCH_NAME=${CUDA_ARCH_NAME}
+                           -DLITE_WITH_XPU=${LITE_WITH_XPU}
+                           -DXPU_SDK_ROOT=${XPU_SDK_ROOT}
+                           -DLITE_WITH_ARM=OFF)
+
+    ExternalProject_Add(
+        ${LITE_PROJECT}
+        ${EXTERNAL_PROJECT_LOG_ARGS}
+        GIT_REPOSITORY      "https://github.com/PaddlePaddle/Paddle-Lite.git"
+        GIT_TAG             ${LITE_GIT_TAG}
+        PREFIX              ${LITE_SOURCES_DIR}
+        UPDATE_COMMAND      ""
+        BUILD_COMMAND       ${LITE_BUILD_COMMAND}
+        INSTALL_COMMAND     ""
+        CMAKE_ARGS          -DCMAKE_CXX_COMPILER=${CMAKE_CXX_COMPILER}
+                            -DCMAKE_C_COMPILER=${CMAKE_C_COMPILER}
+                            -DCMAKE_CXX_FLAGS=${LITE_CMAKE_CXX_FLAGS}
+                            -DCMAKE_CXX_FLAGS_RELEASE=${CMAKE_CXX_FLAGS_RELEASE}
+                            -DCMAKE_CXX_FLAGS_DEBUG=${CMAKE_CXX_FLAGS_DEBUG}
+                            -DCMAKE_C_FLAGS=${CMAKE_C_FLAGS}
+                            -DCMAKE_C_FLAGS_DEBUG=${CMAKE_C_FLAGS_DEBUG}
+                            -DCMAKE_C_FLAGS_RELEASE=${CMAKE_C_FLAGS_RELEASE}
+                            -DCMAKE_POSITION_INDEPENDENT_CODE=ON
+                            -DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
+                            ${EXTERNAL_OPTIONAL_ARGS}
+                            ${LITE_OPTIONAL_ARGS}
+    )
+  endif()
   ExternalProject_Get_property(${LITE_PROJECT} BINARY_DIR)
   ExternalProject_Get_property(${LITE_PROJECT} SOURCE_DIR)
   set(LITE_BINARY_DIR ${BINARY_DIR})
@@ -103,8 +147,8 @@ function(external_lite_libs alias path)
   endif()
 endfunction()
 
-external_lite_libs(lite_full_static ${LITE_BINARY_DIR}/inference_lite_lib/cxx/lib/libpaddle_full_api_shared.so)
-set(LITE_SHARED_LIB ${LITE_BINARY_DIR}/inference_lite_lib/cxx/lib/libpaddle_full_api_shared.so)
+external_lite_libs(lite_full_static ${LITE_BINARY_DIR}/${LITE_OUTPUT_BIN_DIR}/cxx/lib/libpaddle_full_api_shared.so)
+set(LITE_SHARED_LIB ${LITE_BINARY_DIR}/${LITE_OUTPUT_BIN_DIR}/cxx/lib/libpaddle_full_api_shared.so)
 
 add_definitions(-DPADDLE_WITH_LITE)
 add_definitions(-DLITE_WITH_LOG)

cmake/inference_lib.cmake

@@ -131,7 +131,7 @@ function(copy_part_of_thrid_party TARGET DST)
     if (LITE_BINARY_DIR)
         set(dst_dir "${DST}/third_party/install/lite")
         copy(${TARGET}
-                SRCS ${LITE_BINARY_DIR}/inference_lite_lib/*
+                SRCS ${LITE_BINARY_DIR}/${LITE_OUTPUT_BIN_DIR}/*
                 DSTS ${dst_dir})
     endif()
 endfunction()

paddle/fluid/inference/analysis/ir_passes/lite_subgraph_pass.cc

@@ -252,7 +252,11 @@ void LiteSubgraphPass::SetUpEngine(
   } else if (use_xpu) {
     target_type = TARGET(kXPU);
   } else {
+#ifdef PADDLE_WITH_ARM
+    target_type = TARGET(kARM);
+#else
     target_type = TARGET(kX86);
+#endif
   }
 
   paddle::lite_api::PrecisionType precision_type =

paddle/fluid/inference/lite/tensor_utils.cc

@@ -46,6 +46,7 @@ platform::Place GetNativePlace(const TargetType& type, int id = 0) {
   switch (type) {
     case TargetType::kHost:
     case TargetType::kX86:
+    case TargetType::kARM:
       return platform::CPUPlace();
     case TargetType::kCUDA:
       return platform::CUDAPlace(id);

paddle/fluid/pybind/inference_api.cc

@@ -481,8 +481,8 @@ void BindAnalysisConfig(py::module *m) {
            py::arg("disable_trt_plugin_fp16") = false)
       .def("tensorrt_engine_enabled", &AnalysisConfig::tensorrt_engine_enabled)
       .def("enable_lite_engine", &AnalysisConfig::EnableLiteEngine,
-           py::arg("zero_copy") = false,
            py::arg("precision_mode") = AnalysisConfig::Precision::kFloat32,
+           py::arg("zero_copy") = false,
            py::arg("passes_filter") = std::vector<std::string>(),
            py::arg("ops_filter") = std::vector<std::string>())
       .def("lite_engine_enabled", &AnalysisConfig::lite_engine_enabled)