text: /* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved.
  
  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. */
  
  #pragma once
  #include <string>
  #include <typeindex>
  
  #include "paddle/fluid/framework/framework.pb.h"
  #include "paddle/fluid/platform/bfloat16.h"
  #include "paddle/fluid/platform/enforce.h"
  #include "paddle/fluid/platform/float16.h"
  
  namespace paddle {
  namespace platform {
  struct bfloat16;
  struct float16;
  }  // namespace platform
  }  // namespace paddle
  
  namespace paddle {
  namespace framework {
  
  template <typename T>
  struct DataTypeTrait {};
  
  // Stub handle for void
  template <>
  struct DataTypeTrait<void> {
    constexpr static proto::VarType::Type DataType() {
      return proto::VarType::RAW;
    }
  };
  
  #define _ForEachDataTypeHelper_(callback, cpp_type, proto_type) \
    callback(cpp_type, ::paddle::framework::proto::VarType::proto_type);
  
  #define _ForEachDataType_(callback)                                      \
    _ForEachDataTypeHelper_(callback, float, FP32);                        \
    _ForEachDataTypeHelper_(callback, ::paddle::platform::float16, FP16);  \
    _ForEachDataTypeHelper_(callback, ::paddle::platform::bfloat16, BF16); \
    _ForEachDataTypeHelper_(callback, double, FP64);                       \
    _ForEachDataTypeHelper_(callback, int, INT32);                         \
    _ForEachDataTypeHelper_(callback, int64_t, INT64);                     \
    _ForEachDataTypeHelper_(callback, bool, BOOL);                         \
    _ForEachDataTypeHelper_(callback, uint8_t, UINT8);                     \
    _ForEachDataTypeHelper_(callback, int16_t, INT16);                     \
    _ForEachDataTypeHelper_(callback, int8_t, INT8)
  
  #define _ForEachDataTypeSmall_(callback)           \
    _ForEachDataTypeHelper_(callback, float, FP32);  \
    _ForEachDataTypeHelper_(callback, double, FP64); \
    _ForEachDataTypeHelper_(callback, int, INT32);   \
    _ForEachDataTypeHelper_(callback, int64_t, INT64);
  
  #define DefineDataTypeTrait(cpp_type, proto_type)                           \
    template <>                                                               \
    struct DataTypeTrait<cpp_type> {                                          \
      constexpr static proto::VarType::Type DataType() { return proto_type; } \
    }
  
  _ForEachDataType_(DefineDataTypeTrait);
  
  #undef DefineDataTypeTrait
  
  extern proto::VarType::Type ToDataType(std::type_index type);
  extern std::type_index ToTypeIndex(proto::VarType::Type type);
  
  template <typename Visitor>
  inline void VisitDataType(proto::VarType::Type type, Visitor visitor) {
  #define VisitDataTypeCallback(cpp_type, proto_type) \
    do {                                              \
      if (type == proto_type) {                       \
        visitor.template apply<cpp_type>();           \
        return;                                       \
      }                                               \
    } while (0)
  
    _ForEachDataType_(VisitDataTypeCallback);
  #undef VisitDataTypeCallback
    PADDLE_THROW(platform::errors::Unimplemented(
        "Not supported proto::VarType::Type(%d) as data type.",
        static_cast<int>(type)));
  }
  
  template <typename Visitor>
  inline void VisitDataTypeSmall(proto::VarType::Type type, Visitor visitor) {
  #define VisitDataTypeCallbackSmall(cpp_type, proto_type) \
    do {                                                   \
      if (type == proto_type) {                            \
        visitor.template apply<cpp_type>();                \
        return;                                            \
      }                                                    \
    } while (0)
  
    _ForEachDataTypeSmall_(VisitDataTypeCallbackSmall);
  #undef VisitDataTypeCallbackSmall
  }
  
  extern std::string DataTypeToString(const proto::VarType::Type type);
  extern size_t SizeOfType(proto::VarType::Type type);
  inline std::ostream& operator<<(std::ostream& out,
                                  const proto::VarType::Type& type) {
    out << DataTypeToString(type);
    return out;
  }
  }  // namespace framework
  }  // namespace paddle
  