fix anakin converter registry (#15993)

CMakeLists.txt

@@ -64,7 +64,9 @@ option(WITH_DISTRIBUTE  "Compile with distributed support"              OFF)
 option(WITH_PSLIB       "Compile with pslib support"                    OFF)
 option(WITH_CONTRIB     "Compile the third-party contributation"        OFF)
 option(REPLACE_ENFORCE_GLOG "Replace PADDLE_ENFORCE with glog/CHECK for better debug." OFF)
+# TODO(Superjomn) Remove WITH_ANAKIN option if not needed latter.
 option(WITH_ANAKIN      "Compile with Anakin library"                   OFF)
+option(WITH_ANAKIN_SUBGRAPH "Compile with Anakin subgraph library"      OFF)
 option(ANAKIN_BUILD_FAT_BIN "Build anakin cuda fat-bin lib for all device plantform, ignored when WITH_ANAKIN=OFF" OFF)
 option(ANAKIN_BUILD_CROSS_PLANTFORM "Build anakin lib for any nvidia device plantform. ignored when WITH_ANAKIN=OFF" ON)
 option(WITH_GRPC     "Use grpc as the default rpc framework"            ${WITH_DISTRIBUTE})

paddle/fluid/inference/CMakeLists.txt

@@ -16,7 +16,10 @@ add_subdirectory(utils)
 if (TENSORRT_FOUND)
   add_subdirectory(tensorrt)
 endif()
-# add_subdirectory(anakin)
+
+if (WITH_ANAKIN_SUBGRAPH)
+  add_subdirectory(anakin)
+endif()
 
 get_property(fluid_modules GLOBAL PROPERTY FLUID_MODULES)
 get_property(cuda_modules GLOBAL PROPERTY CUDA_MODULES)

paddle/fluid/inference/anakin/convert/fc.cc

@@ -71,3 +71,5 @@ void FcOpConverter::operator()(const framework::proto::OpDesc &op,
 }  // namespace anakin
 }  // namespace inference
 }  // namespace paddle
+
+REGISTER_ANAKIN_OP_CONVERTER(fc, FcOpConverter);

paddle/fluid/inference/anakin/convert/fc.h

@@ -28,11 +28,8 @@ class FcOpConverter : public AnakinOpConverter {
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~FcOpConverter() {}
-
- private:
 };
 
-static Registrar<FcOpConverter> register_fc_op_converter("fc");
 }  // namespace anakin
 }  // namespace inference
 }  // namespace paddle

paddle/fluid/inference/anakin/convert/op_converter.h

@@ -46,19 +46,18 @@ class AnakinOpConverter {
                  bool test_mode = false) {
     framework::OpDesc op_desc(op, nullptr);
     std::string op_type = op_desc.Type();
-    std::shared_ptr<AnakinOpConverter> it{nullptr};
+    AnakinOpConverter *it = nullptr;
 
     if (op_type == "mul") {
       PADDLE_ENFORCE_EQ(op_desc.Input("Y").size(), 1UL);
       std::string Y = op_desc.Input("Y")[0];
-      std::cout << Y << parameters.count(Y) << std::endl;
       if (parameters.count(Y)) {
-        it = OpRegister::instance()->Get("fc");
+        it = Registry<AnakinOpConverter>::Global().Lookup("fc");
       }
     }
 
     if (!it) {
-      it = OpRegister::instance()->Get(op_type);
+      it = Registry<AnakinOpConverter>::Global().Lookup(op_type);
     }
     PADDLE_ENFORCE_NOT_NULL(it, "no OpConverter for optype [%s]", op_type);
     it->SetEngine(engine);
@@ -95,9 +94,10 @@ class AnakinOpConverter {
   struct anakin_##op_type__##_converter                                    \
       : public ::paddle::framework::Registrar {                            \
     anakin_##op_type__##_converter() {                                     \
-      ::paddle::inference::                                                 \
-          Registry<paddle::inference::anakin::AnakinOpConverter>::Register< \
-              ::paddle::inference::anakin::Converter__>(#op_type__);        \
+      LOG(INFO) << "register convert " << #op_type__;                      \
+      ::paddle::inference::Registry<                                       \
+          ::paddle::inference::anakin::AnakinOpConverter>::Global()        \
+          .Register<::paddle::inference::anakin::Converter__>(#op_type__); \
     }                                                                      \
   };                                                                       \
   anakin_##op_type__##_converter anakin_##op_type__##_converter__;         \
@@ -108,5 +108,5 @@ class AnakinOpConverter {
 
 #define USE_ANAKIN_CONVERTER(op_type__)                             \
   extern int TouchConverterRegister_anakin_##op_type__();           \
-  static int use_op_converter_anakin_##op_type__ __attribute__((unused)) = \
+  int use_op_converter_anakin_##op_type__ __attribute__((unused)) = \
       TouchConverterRegister_anakin_##op_type__();

paddle/fluid/inference/anakin/convert/test_fc_op.cc

@@ -13,7 +13,6 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include <gtest/gtest.h>
-#include "paddle/fluid/inference/anakin/convert/fc.h"
 #include "paddle/fluid/inference/anakin/convert/op_converter.h"
 #include "paddle/fluid/inference/anakin/convert/ut_helper.h"
 
@@ -22,10 +21,8 @@ namespace inference {
 namespace anakin {
 
 TEST(fc_op, test) {
-  auto fc_converter = OpRegister::instance()->Get("fc");
-  ASSERT_TRUE(fc_converter != nullptr);
-  // Registrar<FcOpConverter> register_fc("fc");
-  // auto fc = std::make_shared<FcOpConverter>();
+  auto* fc_converter = Registry<AnakinOpConverter>::Global().Lookup("fc");
+  ASSERT_TRUE(fc_converter);
 
   std::unordered_set<std::string> parameters({"mul_y"});
   framework::Scope scope;
@@ -52,3 +49,4 @@ TEST(fc_op, test) {
 }  // namespace paddle
 
 USE_OP(mul);
+USE_ANAKIN_CONVERTER(fc);

paddle/fluid/inference/anakin/convert/ut_helper.h

@@ -24,6 +24,7 @@ limitations under the License. */
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/op_registry.h"
 #include "paddle/fluid/framework/tensor_util.h"
+#include "paddle/fluid/inference/anakin/convert/op_converter.h"
 #include "paddle/fluid/inference/anakin/engine.h"
 #include "paddle/fluid/inference/analysis/helper.h"
 #include "paddle/fluid/inference/utils/singleton.h"
@@ -82,7 +83,7 @@ class AnakinConvertValidation {
   AnakinConvertValidation() = delete;
 
   AnakinConvertValidation(const std::unordered_set<std::string>& parameters,
-                          const framework::Scope& scope)
+                          framework::Scope& scope)
       : parameters_(parameters), scope_(scope), place_(0) {
     PADDLE_ENFORCE_EQ(cudaStreamCreate(&stream_), 0);
     engine_.reset(new AnakinEngine<NV, Precision::FP32>(true));

paddle/fluid/inference/tensorrt/convert/op_converter.h

@@ -198,9 +198,9 @@ class OpConverter {
 #define REGISTER_TRT_OP_CONVERTER(op_type__, Converter__)                      \
   struct trt_##op_type__##_converter : public ::paddle::framework::Registrar { \
     trt_##op_type__##_converter() {                                            \
-      ::paddle::inference::                                                    \
-          Registry<paddle::inference::tensorrt::OpConverter>::Register<        \
-              ::paddle::inference::tensorrt::Converter__>(#op_type__);         \
+      ::paddle::inference::Registry<                                           \
+          paddle::inference::tensorrt::OpConverter>::Global()                  \
+          .Register<::paddle::inference::tensorrt::Converter__>(#op_type__);   \
     }                                                                          \
   };                                                                           \
   trt_##op_type__##_converter trt_##op_type__##_converter__;                   \

paddle/fluid/inference/utils/singleton.h

@@ -45,12 +45,12 @@ struct Registry {
   }
 
   template <typename ItemChild>
-  static void Register(const std::string& name) {
+  void Register(const std::string& name) {
     PADDLE_ENFORCE_EQ(items_.count(name), 0);
     items_[name] = new ItemChild;
   }
 
-  static ItemParent* Lookup(const std::string& name,
+  ItemParent* Lookup(const std::string& name,
                      const std::string& default_name = "") {
     auto it = items_.find(name);
     if (it == items_.end()) {
@@ -70,11 +70,8 @@ struct Registry {
 
  private:
   Registry() = default;
-  static std::unordered_map<std::string, ItemParent*> items_;
+  std::unordered_map<std::string, ItemParent*> items_;
 };
 
-template <typename ItemParent>
-std::unordered_map<std::string, ItemParent*> Registry<ItemParent>::items_;
-
 }  // namespace inference
 }  // namespace paddle