datatype.h

Go to the documentation of this file.

// MIT License
//
// Copyright (c) 2020 Sergio Izquierdo
// Copyright (c) 2020 Jiannan Liu
//
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
//
// The above copyright notice and this permission notice shall be included in
// all copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
// SOFTWARE.
 
#ifndef INCLUDE_CPPFLOW_DATATYPE_H_
#define INCLUDE_CPPFLOW_DATATYPE_H_
 
// C++ headers
#include <ostream>
#include <stdexcept>
#include <string>
#include <type_traits>
#include <typeinfo>
 
namespace cppflow {
 
using datatype = TF_DataType;
 
inline std::string to_string(datatype dt) {
  switch (dt) {
    case TF_FLOAT:
      return "TF_FLOAT";
    case TF_DOUBLE:
      return "TF_DOUBLE";
    case TF_INT32:
      return "TF_INT32";
    case TF_UINT8:
      return "TF_UINT8";
    case TF_INT16:
      return "TF_INT16";
    case TF_INT8:
      return "TF_INT8";
    case TF_STRING:
      return "TF_STRING";
    case TF_COMPLEX64:
      return "TF_COMPLEX64";
    case TF_INT64:
      return "TF_INT64";
    case TF_BOOL:
      return "TF_BOOL";
    case TF_QINT8:
      return "TF_QINT8";
    case TF_QUINT8:
      return "TF_QUINT8";
    case TF_QINT32:
      return "TF_QINT32";
    case TF_BFLOAT16:
      return "TF_BFLOAT16";
    case TF_QINT16:
      return "TF_QINT16";
    case TF_QUINT16:
      return "TF_QUINT16";
    case TF_UINT16:
      return "TF_UINT16";
    case TF_COMPLEX128:
      return "TF_COMPLEX128";
    case TF_HALF:
      return "TF_HALF";
    case TF_RESOURCE:
      return "TF_RESOURCE";
    case TF_VARIANT:
      return "TF_VARIANT";
    case TF_UINT32:
      return "TF_UINT32";
    case TF_UINT64:
      return "TF_UINT64";
    default:
      return "DATATYPE_NOT_KNOWN";
  }
}
 
template <typename T>
TF_DataType deduce_tf_type() {
  if (std::is_same<T, float>::value) return TF_FLOAT;
  if (std::is_same<T, double>::value) return TF_DOUBLE;
  if (std::is_same<T, int32_t>::value) return TF_INT32;
  if (std::is_same<T, uint8_t>::value) return TF_UINT8;
  if (std::is_same<T, int16_t>::value) return TF_INT16;
  if (std::is_same<T, int8_t>::value) return TF_INT8;
  if (std::is_same<T, int64_t>::value) return TF_INT64;
  if (std::is_same<T, unsigned char>::value) return TF_BOOL;
  if (std::is_same<T, uint16_t>::value) return TF_UINT16;
  if (std::is_same<T, uint32_t>::value) return TF_UINT32;
  if (std::is_same<T, uint64_t>::value) return TF_UINT64;
 
  // decode with `c++filt --type $output` for gcc
  throw std::runtime_error{"Could not deduce type! type_name: " + std::string(typeid(T).name())};
}
 
inline std::ostream& operator<<(std::ostream& os, datatype dt) {
  os << to_string(dt);
  return os;
}
 
}  // namespace cppflow
 
#endif  // INCLUDE_CPPFLOW_DATATYPE_H_