// Generated by the protocol buffer compiler.  DO NOT EDIT!
// source: tensor.proto

#define INTERNAL_SUPPRESS_PROTOBUF_FIELD_DEPRECATION
#include "tensor.pb.h"

#include <algorithm>

#include <google/protobuf/stubs/common.h>
#include <google/protobuf/stubs/port.h>
#include <google/protobuf/stubs/once.h>
#include <google/protobuf/io/coded_stream.h>
#include <google/protobuf/wire_format_lite_inl.h>
#include <google/protobuf/descriptor.h>
#include <google/protobuf/generated_message_reflection.h>
#include <google/protobuf/reflection_ops.h>
#include <google/protobuf/wire_format.h>
// @@protoc_insertion_point(includes)

namespace tensorflow {

namespace {

const ::google::protobuf::Descriptor* TensorProto_descriptor_ = NULL;
const ::google::protobuf::internal::GeneratedMessageReflection*
  TensorProto_reflection_ = NULL;

}  // namespace


void protobuf_AssignDesc_tensor_2eproto() GOOGLE_ATTRIBUTE_COLD;
void protobuf_AssignDesc_tensor_2eproto() {
  protobuf_AddDesc_tensor_2eproto();
  const ::google::protobuf::FileDescriptor* file =
    ::google::protobuf::DescriptorPool::generated_pool()->FindFileByName(
      "tensor.proto");
  GOOGLE_CHECK(file != NULL);
  TensorProto_descriptor_ = file->message_type(0);
  static const int TensorProto_offsets_[13] = {
    GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, dtype_),
    GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, tensor_shape_),
    GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, version_number_),
    GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, tensor_content_),
    GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, half_val_),
    GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, float_val_),
    GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, double_val_),
    GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, int_val_),
    GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, string_val_),
    GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, scomplex_val_),
    GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, int64_val_),
    GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, bool_val_),
    GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, dcomplex_val_),
  };
  TensorProto_reflection_ =
    ::google::protobuf::internal::GeneratedMessageReflection::NewGeneratedMessageReflection(
      TensorProto_descriptor_,
      TensorProto::internal_default_instance(),
      TensorProto_offsets_,
      -1,
      -1,
      -1,
      sizeof(TensorProto),
      GOOGLE_PROTOBUF_GENERATED_MESSAGE_FIELD_OFFSET(TensorProto, _internal_metadata_));
}

namespace {

GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AssignDescriptors_once_);
void protobuf_AssignDescriptorsOnce() {
  ::google::protobuf::GoogleOnceInit(&protobuf_AssignDescriptors_once_,
                 &protobuf_AssignDesc_tensor_2eproto);
}

void protobuf_RegisterTypes(const ::std::string&) GOOGLE_ATTRIBUTE_COLD;
void protobuf_RegisterTypes(const ::std::string&) {
  protobuf_AssignDescriptorsOnce();
  ::google::protobuf::MessageFactory::InternalRegisterGeneratedMessage(
      TensorProto_descriptor_, TensorProto::internal_default_instance());
}

}  // namespace

void protobuf_ShutdownFile_tensor_2eproto() {
  TensorProto_default_instance_.Shutdown();
  delete TensorProto_reflection_;
}

void protobuf_InitDefaults_tensor_2eproto_impl() {
  GOOGLE_PROTOBUF_VERIFY_VERSION;

  ::tensorflow::protobuf_InitDefaults_tensor_5fshape_2eproto();
  ::tensorflow::protobuf_InitDefaults_types_2eproto();
  ::google::protobuf::internal::GetEmptyString();
  TensorProto_default_instance_.DefaultConstruct();
  TensorProto_default_instance_.get_mutable()->InitAsDefaultInstance();
}

GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_InitDefaults_tensor_2eproto_once_);
void protobuf_InitDefaults_tensor_2eproto() {
  ::google::protobuf::GoogleOnceInit(&protobuf_InitDefaults_tensor_2eproto_once_,
                 &protobuf_InitDefaults_tensor_2eproto_impl);
}
void protobuf_AddDesc_tensor_2eproto_impl() {
  GOOGLE_PROTOBUF_VERIFY_VERSION;

  protobuf_InitDefaults_tensor_2eproto();
  ::google::protobuf::DescriptorPool::InternalAddGeneratedFile(
    "\n\014tensor.proto\022\ntensorflow\032\022tensor_shape"
    ".proto\032\013types.proto\"\345\002\n\013TensorProto\022#\n\005d"
    "type\030\001 \001(\0162\024.tensorflow.DataType\0222\n\014tens"
    "or_shape\030\002 \001(\0132\034.tensorflow.TensorShapeP"
    "roto\022\026\n\016version_number\030\003 \001(\005\022\026\n\016tensor_c"
    "ontent\030\004 \001(\014\022\024\n\010half_val\030\r \003(\005B\002\020\001\022\025\n\tfl"
    "oat_val\030\005 \003(\002B\002\020\001\022\026\n\ndouble_val\030\006 \003(\001B\002\020"
    "\001\022\023\n\007int_val\030\007 \003(\005B\002\020\001\022\022\n\nstring_val\030\010 \003"
    "(\014\022\030\n\014scomplex_val\030\t \003(\002B\002\020\001\022\025\n\tint64_va"
    "l\030\n \003(\003B\002\020\001\022\024\n\010bool_val\030\013 \003(\010B\002\020\001\022\030\n\014dco"
    "mplex_val\030\014 \003(\001B\002\020\001B-\n\030org.tensorflow.fr"
    "ameworkB\014TensorProtosP\001\370\001\001b\006proto3", 474);
  ::google::protobuf::MessageFactory::InternalRegisterGeneratedFile(
    "tensor.proto", &protobuf_RegisterTypes);
  ::tensorflow::protobuf_AddDesc_tensor_5fshape_2eproto();
  ::tensorflow::protobuf_AddDesc_types_2eproto();
  ::google::protobuf::internal::OnShutdown(&protobuf_ShutdownFile_tensor_2eproto);
}

GOOGLE_PROTOBUF_DECLARE_ONCE(protobuf_AddDesc_tensor_2eproto_once_);
void protobuf_AddDesc_tensor_2eproto() {
  ::google::protobuf::GoogleOnceInit(&protobuf_AddDesc_tensor_2eproto_once_,
                 &protobuf_AddDesc_tensor_2eproto_impl);
}
// Force AddDescriptors() to be called at static initialization time.
struct StaticDescriptorInitializer_tensor_2eproto {
  StaticDescriptorInitializer_tensor_2eproto() {
    protobuf_AddDesc_tensor_2eproto();
  }
} static_descriptor_initializer_tensor_2eproto_;

namespace {

static void MergeFromFail(int line) GOOGLE_ATTRIBUTE_COLD GOOGLE_ATTRIBUTE_NORETURN;
static void MergeFromFail(int line) {
  ::google::protobuf::internal::MergeFromFail(__FILE__, line);
}

}  // namespace


// ===================================================================

void TensorProto::_slow_mutable_tensor_shape() {
  tensor_shape_ = ::google::protobuf::Arena::CreateMessage< ::tensorflow::TensorShapeProto >(
      GetArenaNoVirtual());
}
::tensorflow::TensorShapeProto* TensorProto::_slow_release_tensor_shape() {
  if (tensor_shape_ == NULL) {
    return NULL;
  } else {
    ::tensorflow::TensorShapeProto* temp = new ::tensorflow::TensorShapeProto(*tensor_shape_);
    tensor_shape_ = NULL;
    return temp;
  }
}
::tensorflow::TensorShapeProto* TensorProto::unsafe_arena_release_tensor_shape() {
  // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.TensorProto.tensor_shape)

  ::tensorflow::TensorShapeProto* temp = tensor_shape_;
  tensor_shape_ = NULL;
  return temp;
}
void TensorProto::_slow_set_allocated_tensor_shape(
    ::google::protobuf::Arena* message_arena, ::tensorflow::TensorShapeProto** tensor_shape) {
    if (message_arena != NULL &&
        ::google::protobuf::Arena::GetArena(*tensor_shape) == NULL) {
      message_arena->Own(*tensor_shape);
    } else if (message_arena !=
               ::google::protobuf::Arena::GetArena(*tensor_shape)) {
      ::tensorflow::TensorShapeProto* new_tensor_shape =
            ::google::protobuf::Arena::CreateMessage< ::tensorflow::TensorShapeProto >(
            message_arena);
      new_tensor_shape->CopyFrom(**tensor_shape);
      *tensor_shape = new_tensor_shape;
    }
}
void TensorProto::unsafe_arena_set_allocated_tensor_shape(
    ::tensorflow::TensorShapeProto* tensor_shape) {
  if (GetArenaNoVirtual() == NULL) {
    delete tensor_shape_;
  }
  tensor_shape_ = tensor_shape;
  if (tensor_shape) {

  } else {

  }
  // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.TensorProto.tensor_shape)
}
#if !defined(_MSC_VER) || _MSC_VER >= 1900
const int TensorProto::kDtypeFieldNumber;
const int TensorProto::kTensorShapeFieldNumber;
const int TensorProto::kVersionNumberFieldNumber;
const int TensorProto::kTensorContentFieldNumber;
const int TensorProto::kHalfValFieldNumber;
const int TensorProto::kFloatValFieldNumber;
const int TensorProto::kDoubleValFieldNumber;
const int TensorProto::kIntValFieldNumber;
const int TensorProto::kStringValFieldNumber;
const int TensorProto::kScomplexValFieldNumber;
const int TensorProto::kInt64ValFieldNumber;
const int TensorProto::kBoolValFieldNumber;
const int TensorProto::kDcomplexValFieldNumber;
#endif  // !defined(_MSC_VER) || _MSC_VER >= 1900

TensorProto::TensorProto()
  : ::google::protobuf::Message(), _internal_metadata_(NULL) {
  if (this != internal_default_instance()) protobuf_InitDefaults_tensor_2eproto();
  SharedCtor();
  // @@protoc_insertion_point(constructor:tensorflow.TensorProto)
}
TensorProto::TensorProto(::google::protobuf::Arena* arena)
  : ::google::protobuf::Message(),
  _internal_metadata_(arena),
  half_val_(arena),
  float_val_(arena),
  double_val_(arena),
  int_val_(arena),
  string_val_(arena),
  scomplex_val_(arena),
  int64_val_(arena),
  bool_val_(arena),
  dcomplex_val_(arena) {
#ifdef GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER
  protobuf_InitDefaults_tensor_2eproto();
#endif  // GOOGLE_PROTOBUF_NO_STATIC_INITIALIZER
  SharedCtor();
  RegisterArenaDtor(arena);
  // @@protoc_insertion_point(arena_constructor:tensorflow.TensorProto)
}

void TensorProto::InitAsDefaultInstance() {
  tensor_shape_ = const_cast< ::tensorflow::TensorShapeProto*>(
      ::tensorflow::TensorShapeProto::internal_default_instance());
}

TensorProto::TensorProto(const TensorProto& from)
  : ::google::protobuf::Message(),
    _internal_metadata_(NULL) {
  SharedCtor();
  UnsafeMergeFrom(from);
  // @@protoc_insertion_point(copy_constructor:tensorflow.TensorProto)
}

void TensorProto::SharedCtor() {
  tensor_content_.UnsafeSetDefault(&::google::protobuf::internal::GetEmptyStringAlreadyInited());
  tensor_shape_ = NULL;
  ::memset(&dtype_, 0, reinterpret_cast<char*>(&version_number_) -
    reinterpret_cast<char*>(&dtype_) + sizeof(version_number_));
  _cached_size_ = 0;
}

TensorProto::~TensorProto() {
  // @@protoc_insertion_point(destructor:tensorflow.TensorProto)
  SharedDtor();
}

void TensorProto::SharedDtor() {
  ::google::protobuf::Arena* arena = GetArenaNoVirtual();
  if (arena != NULL) {
    return;
  }

  tensor_content_.Destroy(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), arena);
  if (this != &TensorProto_default_instance_.get()) {
    delete tensor_shape_;
  }
}

void TensorProto::ArenaDtor(void* object) {
  TensorProto* _this = reinterpret_cast< TensorProto* >(object);
  (void)_this;
}
void TensorProto::RegisterArenaDtor(::google::protobuf::Arena* arena) {
}
void TensorProto::SetCachedSize(int size) const {
  GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN();
  _cached_size_ = size;
  GOOGLE_SAFE_CONCURRENT_WRITES_END();
}
const ::google::protobuf::Descriptor* TensorProto::descriptor() {
  protobuf_AssignDescriptorsOnce();
  return TensorProto_descriptor_;
}

const TensorProto& TensorProto::default_instance() {
  protobuf_InitDefaults_tensor_2eproto();
  return *internal_default_instance();
}

::google::protobuf::internal::ExplicitlyConstructed<TensorProto> TensorProto_default_instance_;

TensorProto* TensorProto::New(::google::protobuf::Arena* arena) const {
  return ::google::protobuf::Arena::CreateMessage<TensorProto>(arena);
}

void TensorProto::Clear() {
// @@protoc_insertion_point(message_clear_start:tensorflow.TensorProto)
#if defined(__clang__)
#define ZR_HELPER_(f) \
  _Pragma("clang diagnostic push") \
  _Pragma("clang diagnostic ignored \"-Winvalid-offsetof\"") \
  __builtin_offsetof(TensorProto, f) \
  _Pragma("clang diagnostic pop")
#else
#define ZR_HELPER_(f) reinterpret_cast<char*>(\
  &reinterpret_cast<TensorProto*>(16)->f)
#endif

#define ZR_(first, last) do {\
  ::memset(&(first), 0,\
           ZR_HELPER_(last) - ZR_HELPER_(first) + sizeof(last));\
} while (0)

  ZR_(dtype_, version_number_);
  if (GetArenaNoVirtual() == NULL && tensor_shape_ != NULL) delete tensor_shape_;
  tensor_shape_ = NULL;
  tensor_content_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual());

#undef ZR_HELPER_
#undef ZR_

  half_val_.Clear();
  float_val_.Clear();
  double_val_.Clear();
  int_val_.Clear();
  string_val_.Clear();
  scomplex_val_.Clear();
  int64_val_.Clear();
  bool_val_.Clear();
  dcomplex_val_.Clear();
}

bool TensorProto::MergePartialFromCodedStream(
    ::google::protobuf::io::CodedInputStream* input) {
#define DO_(EXPRESSION) if (!GOOGLE_PREDICT_TRUE(EXPRESSION)) goto failure
  ::google::protobuf::uint32 tag;
  // @@protoc_insertion_point(parse_start:tensorflow.TensorProto)
  for (;;) {
    ::std::pair< ::google::protobuf::uint32, bool> p = input->ReadTagWithCutoff(127);
    tag = p.first;
    if (!p.second) goto handle_unusual;
    switch (::google::protobuf::internal::WireFormatLite::GetTagFieldNumber(tag)) {
      // optional .tensorflow.DataType dtype = 1;
      case 1: {
        if (tag == 8) {
          int value;
          DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive<
                   int, ::google::protobuf::internal::WireFormatLite::TYPE_ENUM>(
                 input, &value)));
          set_dtype(static_cast< ::tensorflow::DataType >(value));
        } else {
          goto handle_unusual;
        }
        if (input->ExpectTag(18)) goto parse_tensor_shape;
        break;
      }

      // optional .tensorflow.TensorShapeProto tensor_shape = 2;
      case 2: {
        if (tag == 18) {
         parse_tensor_shape:
          DO_(::google::protobuf::internal::WireFormatLite::ReadMessageNoVirtual(
               input, mutable_tensor_shape()));
        } else {
          goto handle_unusual;
        }
        if (input->ExpectTag(24)) goto parse_version_number;
        break;
      }

      // optional int32 version_number = 3;
      case 3: {
        if (tag == 24) {
         parse_version_number:

          DO_((::google::protobuf::internal::WireFormatLite::ReadPrimitive<
                   ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>(
                 input, &version_number_)));
        } else {
          goto handle_unusual;
        }
        if (input->ExpectTag(34)) goto parse_tensor_content;
        break;
      }

      // optional bytes tensor_content = 4;
      case 4: {
        if (tag == 34) {
         parse_tensor_content:
          DO_(::google::protobuf::internal::WireFormatLite::ReadBytes(
                input, this->mutable_tensor_content()));
        } else {
          goto handle_unusual;
        }
        if (input->ExpectTag(42)) goto parse_float_val;
        break;
      }

      // repeated float float_val = 5 [packed = true];
      case 5: {
        if (tag == 42) {
         parse_float_val:
          DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive<
                   float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>(
                 input, this->mutable_float_val())));
        } else if (tag == 45) {
          DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline<
                   float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>(
                 1, 42, input, this->mutable_float_val())));
        } else {
          goto handle_unusual;
        }
        if (input->ExpectTag(50)) goto parse_double_val;
        break;
      }

      // repeated double double_val = 6 [packed = true];
      case 6: {
        if (tag == 50) {
         parse_double_val:
          DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive<
                   double, ::google::protobuf::internal::WireFormatLite::TYPE_DOUBLE>(
                 input, this->mutable_double_val())));
        } else if (tag == 49) {
          DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline<
                   double, ::google::protobuf::internal::WireFormatLite::TYPE_DOUBLE>(
                 1, 50, input, this->mutable_double_val())));
        } else {
          goto handle_unusual;
        }
        if (input->ExpectTag(58)) goto parse_int_val;
        break;
      }

      // repeated int32 int_val = 7 [packed = true];
      case 7: {
        if (tag == 58) {
         parse_int_val:
          DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive<
                   ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>(
                 input, this->mutable_int_val())));
        } else if (tag == 56) {
          DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline<
                   ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>(
                 1, 58, input, this->mutable_int_val())));
        } else {
          goto handle_unusual;
        }
        if (input->ExpectTag(66)) goto parse_string_val;
        break;
      }

      // repeated bytes string_val = 8;
      case 8: {
        if (tag == 66) {
         parse_string_val:
          DO_(::google::protobuf::internal::WireFormatLite::ReadBytes(
                input, this->add_string_val()));
        } else {
          goto handle_unusual;
        }
        if (input->ExpectTag(66)) goto parse_string_val;
        if (input->ExpectTag(74)) goto parse_scomplex_val;
        break;
      }

      // repeated float scomplex_val = 9 [packed = true];
      case 9: {
        if (tag == 74) {
         parse_scomplex_val:
          DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive<
                   float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>(
                 input, this->mutable_scomplex_val())));
        } else if (tag == 77) {
          DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline<
                   float, ::google::protobuf::internal::WireFormatLite::TYPE_FLOAT>(
                 1, 74, input, this->mutable_scomplex_val())));
        } else {
          goto handle_unusual;
        }
        if (input->ExpectTag(82)) goto parse_int64_val;
        break;
      }

      // repeated int64 int64_val = 10 [packed = true];
      case 10: {
        if (tag == 82) {
         parse_int64_val:
          DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive<
                   ::google::protobuf::int64, ::google::protobuf::internal::WireFormatLite::TYPE_INT64>(
                 input, this->mutable_int64_val())));
        } else if (tag == 80) {
          DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline<
                   ::google::protobuf::int64, ::google::protobuf::internal::WireFormatLite::TYPE_INT64>(
                 1, 82, input, this->mutable_int64_val())));
        } else {
          goto handle_unusual;
        }
        if (input->ExpectTag(90)) goto parse_bool_val;
        break;
      }

      // repeated bool bool_val = 11 [packed = true];
      case 11: {
        if (tag == 90) {
         parse_bool_val:
          DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive<
                   bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>(
                 input, this->mutable_bool_val())));
        } else if (tag == 88) {
          DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline<
                   bool, ::google::protobuf::internal::WireFormatLite::TYPE_BOOL>(
                 1, 90, input, this->mutable_bool_val())));
        } else {
          goto handle_unusual;
        }
        if (input->ExpectTag(98)) goto parse_dcomplex_val;
        break;
      }

      // repeated double dcomplex_val = 12 [packed = true];
      case 12: {
        if (tag == 98) {
         parse_dcomplex_val:
          DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive<
                   double, ::google::protobuf::internal::WireFormatLite::TYPE_DOUBLE>(
                 input, this->mutable_dcomplex_val())));
        } else if (tag == 97) {
          DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline<
                   double, ::google::protobuf::internal::WireFormatLite::TYPE_DOUBLE>(
                 1, 98, input, this->mutable_dcomplex_val())));
        } else {
          goto handle_unusual;
        }
        if (input->ExpectTag(106)) goto parse_half_val;
        break;
      }

      // repeated int32 half_val = 13 [packed = true];
      case 13: {
        if (tag == 106) {
         parse_half_val:
          DO_((::google::protobuf::internal::WireFormatLite::ReadPackedPrimitive<
                   ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>(
                 input, this->mutable_half_val())));
        } else if (tag == 104) {
          DO_((::google::protobuf::internal::WireFormatLite::ReadRepeatedPrimitiveNoInline<
                   ::google::protobuf::int32, ::google::protobuf::internal::WireFormatLite::TYPE_INT32>(
                 1, 106, input, this->mutable_half_val())));
        } else {
          goto handle_unusual;
        }
        if (input->ExpectAtEnd()) goto success;
        break;
      }

      default: {
      handle_unusual:
        if (tag == 0 ||
            ::google::protobuf::internal::WireFormatLite::GetTagWireType(tag) ==
            ::google::protobuf::internal::WireFormatLite::WIRETYPE_END_GROUP) {
          goto success;
        }
        DO_(::google::protobuf::internal::WireFormatLite::SkipField(input, tag));
        break;
      }
    }
  }
success:
  // @@protoc_insertion_point(parse_success:tensorflow.TensorProto)
  return true;
failure:
  // @@protoc_insertion_point(parse_failure:tensorflow.TensorProto)
  return false;
#undef DO_
}

void TensorProto::SerializeWithCachedSizes(
    ::google::protobuf::io::CodedOutputStream* output) const {
  // @@protoc_insertion_point(serialize_start:tensorflow.TensorProto)
  // optional .tensorflow.DataType dtype = 1;
  if (this->dtype() != 0) {
    ::google::protobuf::internal::WireFormatLite::WriteEnum(
      1, this->dtype(), output);
  }

  // optional .tensorflow.TensorShapeProto tensor_shape = 2;
  if (this->has_tensor_shape()) {
    ::google::protobuf::internal::WireFormatLite::WriteMessageMaybeToArray(
      2, *this->tensor_shape_, output);
  }

  // optional int32 version_number = 3;
  if (this->version_number() != 0) {
    ::google::protobuf::internal::WireFormatLite::WriteInt32(3, this->version_number(), output);
  }

  // optional bytes tensor_content = 4;
  if (this->tensor_content().size() > 0) {
    ::google::protobuf::internal::WireFormatLite::WriteBytesMaybeAliased(
      4, this->tensor_content(), output);
  }

  // repeated float float_val = 5 [packed = true];
  if (this->float_val_size() > 0) {
    ::google::protobuf::internal::WireFormatLite::WriteTag(5, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output);
    output->WriteVarint32(_float_val_cached_byte_size_);
  }
  for (int i = 0; i < this->float_val_size(); i++) {
    ::google::protobuf::internal::WireFormatLite::WriteFloatNoTag(
      this->float_val(i), output);
  }

  // repeated double double_val = 6 [packed = true];
  if (this->double_val_size() > 0) {
    ::google::protobuf::internal::WireFormatLite::WriteTag(6, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output);
    output->WriteVarint32(_double_val_cached_byte_size_);
  }
  for (int i = 0; i < this->double_val_size(); i++) {
    ::google::protobuf::internal::WireFormatLite::WriteDoubleNoTag(
      this->double_val(i), output);
  }

  // repeated int32 int_val = 7 [packed = true];
  if (this->int_val_size() > 0) {
    ::google::protobuf::internal::WireFormatLite::WriteTag(7, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output);
    output->WriteVarint32(_int_val_cached_byte_size_);
  }
  for (int i = 0; i < this->int_val_size(); i++) {
    ::google::protobuf::internal::WireFormatLite::WriteInt32NoTag(
      this->int_val(i), output);
  }

  // repeated bytes string_val = 8;
  for (int i = 0; i < this->string_val_size(); i++) {
    ::google::protobuf::internal::WireFormatLite::WriteBytes(
      8, this->string_val(i), output);
  }

  // repeated float scomplex_val = 9 [packed = true];
  if (this->scomplex_val_size() > 0) {
    ::google::protobuf::internal::WireFormatLite::WriteTag(9, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output);
    output->WriteVarint32(_scomplex_val_cached_byte_size_);
  }
  for (int i = 0; i < this->scomplex_val_size(); i++) {
    ::google::protobuf::internal::WireFormatLite::WriteFloatNoTag(
      this->scomplex_val(i), output);
  }

  // repeated int64 int64_val = 10 [packed = true];
  if (this->int64_val_size() > 0) {
    ::google::protobuf::internal::WireFormatLite::WriteTag(10, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output);
    output->WriteVarint32(_int64_val_cached_byte_size_);
  }
  for (int i = 0; i < this->int64_val_size(); i++) {
    ::google::protobuf::internal::WireFormatLite::WriteInt64NoTag(
      this->int64_val(i), output);
  }

  // repeated bool bool_val = 11 [packed = true];
  if (this->bool_val_size() > 0) {
    ::google::protobuf::internal::WireFormatLite::WriteTag(11, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output);
    output->WriteVarint32(_bool_val_cached_byte_size_);
  }
  for (int i = 0; i < this->bool_val_size(); i++) {
    ::google::protobuf::internal::WireFormatLite::WriteBoolNoTag(
      this->bool_val(i), output);
  }

  // repeated double dcomplex_val = 12 [packed = true];
  if (this->dcomplex_val_size() > 0) {
    ::google::protobuf::internal::WireFormatLite::WriteTag(12, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output);
    output->WriteVarint32(_dcomplex_val_cached_byte_size_);
  }
  for (int i = 0; i < this->dcomplex_val_size(); i++) {
    ::google::protobuf::internal::WireFormatLite::WriteDoubleNoTag(
      this->dcomplex_val(i), output);
  }

  // repeated int32 half_val = 13 [packed = true];
  if (this->half_val_size() > 0) {
    ::google::protobuf::internal::WireFormatLite::WriteTag(13, ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED, output);
    output->WriteVarint32(_half_val_cached_byte_size_);
  }
  for (int i = 0; i < this->half_val_size(); i++) {
    ::google::protobuf::internal::WireFormatLite::WriteInt32NoTag(
      this->half_val(i), output);
  }

  // @@protoc_insertion_point(serialize_end:tensorflow.TensorProto)
}

::google::protobuf::uint8* TensorProto::InternalSerializeWithCachedSizesToArray(
    bool deterministic, ::google::protobuf::uint8* target) const {
  (void)deterministic; // Unused
  // @@protoc_insertion_point(serialize_to_array_start:tensorflow.TensorProto)
  // optional .tensorflow.DataType dtype = 1;
  if (this->dtype() != 0) {
    target = ::google::protobuf::internal::WireFormatLite::WriteEnumToArray(
      1, this->dtype(), target);
  }

  // optional .tensorflow.TensorShapeProto tensor_shape = 2;
  if (this->has_tensor_shape()) {
    target = ::google::protobuf::internal::WireFormatLite::
      InternalWriteMessageNoVirtualToArray(
        2, *this->tensor_shape_, false, target);
  }

  // optional int32 version_number = 3;
  if (this->version_number() != 0) {
    target = ::google::protobuf::internal::WireFormatLite::WriteInt32ToArray(3, this->version_number(), target);
  }

  // optional bytes tensor_content = 4;
  if (this->tensor_content().size() > 0) {
    target =
      ::google::protobuf::internal::WireFormatLite::WriteBytesToArray(
        4, this->tensor_content(), target);
  }

  // repeated float float_val = 5 [packed = true];
  if (this->float_val_size() > 0) {
    target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray(
      5,
      ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED,
      target);
    target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray(
      _float_val_cached_byte_size_, target);
  }
  for (int i = 0; i < this->float_val_size(); i++) {
    target = ::google::protobuf::internal::WireFormatLite::
      WriteFloatNoTagToArray(this->float_val(i), target);
  }

  // repeated double double_val = 6 [packed = true];
  if (this->double_val_size() > 0) {
    target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray(
      6,
      ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED,
      target);
    target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray(
      _double_val_cached_byte_size_, target);
  }
  for (int i = 0; i < this->double_val_size(); i++) {
    target = ::google::protobuf::internal::WireFormatLite::
      WriteDoubleNoTagToArray(this->double_val(i), target);
  }

  // repeated int32 int_val = 7 [packed = true];
  if (this->int_val_size() > 0) {
    target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray(
      7,
      ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED,
      target);
    target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray(
      _int_val_cached_byte_size_, target);
  }
  for (int i = 0; i < this->int_val_size(); i++) {
    target = ::google::protobuf::internal::WireFormatLite::
      WriteInt32NoTagToArray(this->int_val(i), target);
  }

  // repeated bytes string_val = 8;
  for (int i = 0; i < this->string_val_size(); i++) {
    target = ::google::protobuf::internal::WireFormatLite::
      WriteBytesToArray(8, this->string_val(i), target);
  }

  // repeated float scomplex_val = 9 [packed = true];
  if (this->scomplex_val_size() > 0) {
    target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray(
      9,
      ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED,
      target);
    target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray(
      _scomplex_val_cached_byte_size_, target);
  }
  for (int i = 0; i < this->scomplex_val_size(); i++) {
    target = ::google::protobuf::internal::WireFormatLite::
      WriteFloatNoTagToArray(this->scomplex_val(i), target);
  }

  // repeated int64 int64_val = 10 [packed = true];
  if (this->int64_val_size() > 0) {
    target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray(
      10,
      ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED,
      target);
    target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray(
      _int64_val_cached_byte_size_, target);
  }
  for (int i = 0; i < this->int64_val_size(); i++) {
    target = ::google::protobuf::internal::WireFormatLite::
      WriteInt64NoTagToArray(this->int64_val(i), target);
  }

  // repeated bool bool_val = 11 [packed = true];
  if (this->bool_val_size() > 0) {
    target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray(
      11,
      ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED,
      target);
    target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray(
      _bool_val_cached_byte_size_, target);
  }
  for (int i = 0; i < this->bool_val_size(); i++) {
    target = ::google::protobuf::internal::WireFormatLite::
      WriteBoolNoTagToArray(this->bool_val(i), target);
  }

  // repeated double dcomplex_val = 12 [packed = true];
  if (this->dcomplex_val_size() > 0) {
    target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray(
      12,
      ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED,
      target);
    target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray(
      _dcomplex_val_cached_byte_size_, target);
  }
  for (int i = 0; i < this->dcomplex_val_size(); i++) {
    target = ::google::protobuf::internal::WireFormatLite::
      WriteDoubleNoTagToArray(this->dcomplex_val(i), target);
  }

  // repeated int32 half_val = 13 [packed = true];
  if (this->half_val_size() > 0) {
    target = ::google::protobuf::internal::WireFormatLite::WriteTagToArray(
      13,
      ::google::protobuf::internal::WireFormatLite::WIRETYPE_LENGTH_DELIMITED,
      target);
    target = ::google::protobuf::io::CodedOutputStream::WriteVarint32ToArray(
      _half_val_cached_byte_size_, target);
  }
  for (int i = 0; i < this->half_val_size(); i++) {
    target = ::google::protobuf::internal::WireFormatLite::
      WriteInt32NoTagToArray(this->half_val(i), target);
  }

  // @@protoc_insertion_point(serialize_to_array_end:tensorflow.TensorProto)
  return target;
}

size_t TensorProto::ByteSizeLong() const {
// @@protoc_insertion_point(message_byte_size_start:tensorflow.TensorProto)
  size_t total_size = 0;

  // optional .tensorflow.DataType dtype = 1;
  if (this->dtype() != 0) {
    total_size += 1 +
      ::google::protobuf::internal::WireFormatLite::EnumSize(this->dtype());
  }

  // optional .tensorflow.TensorShapeProto tensor_shape = 2;
  if (this->has_tensor_shape()) {
    total_size += 1 +
      ::google::protobuf::internal::WireFormatLite::MessageSizeNoVirtual(
        *this->tensor_shape_);
  }

  // optional int32 version_number = 3;
  if (this->version_number() != 0) {
    total_size += 1 +
      ::google::protobuf::internal::WireFormatLite::Int32Size(
        this->version_number());
  }

  // optional bytes tensor_content = 4;
  if (this->tensor_content().size() > 0) {
    total_size += 1 +
      ::google::protobuf::internal::WireFormatLite::BytesSize(
        this->tensor_content());
  }

  // repeated int32 half_val = 13 [packed = true];
  {
    size_t data_size = 0;
    unsigned int count = this->half_val_size();
    for (unsigned int i = 0; i < count; i++) {
      data_size += ::google::protobuf::internal::WireFormatLite::
        Int32Size(this->half_val(i));
    }
    if (data_size > 0) {
      total_size += 1 +
        ::google::protobuf::internal::WireFormatLite::Int32Size(data_size);
    }
    int cached_size = ::google::protobuf::internal::ToCachedSize(data_size);
    GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN();
    _half_val_cached_byte_size_ = cached_size;
    GOOGLE_SAFE_CONCURRENT_WRITES_END();
    total_size += data_size;
  }

  // repeated float float_val = 5 [packed = true];
  {
    size_t data_size = 0;
    unsigned int count = this->float_val_size();
    data_size = 4UL * count;
    if (data_size > 0) {
      total_size += 1 +
        ::google::protobuf::internal::WireFormatLite::Int32Size(data_size);
    }
    int cached_size = ::google::protobuf::internal::ToCachedSize(data_size);
    GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN();
    _float_val_cached_byte_size_ = cached_size;
    GOOGLE_SAFE_CONCURRENT_WRITES_END();
    total_size += data_size;
  }

  // repeated double double_val = 6 [packed = true];
  {
    size_t data_size = 0;
    unsigned int count = this->double_val_size();
    data_size = 8UL * count;
    if (data_size > 0) {
      total_size += 1 +
        ::google::protobuf::internal::WireFormatLite::Int32Size(data_size);
    }
    int cached_size = ::google::protobuf::internal::ToCachedSize(data_size);
    GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN();
    _double_val_cached_byte_size_ = cached_size;
    GOOGLE_SAFE_CONCURRENT_WRITES_END();
    total_size += data_size;
  }

  // repeated int32 int_val = 7 [packed = true];
  {
    size_t data_size = 0;
    unsigned int count = this->int_val_size();
    for (unsigned int i = 0; i < count; i++) {
      data_size += ::google::protobuf::internal::WireFormatLite::
        Int32Size(this->int_val(i));
    }
    if (data_size > 0) {
      total_size += 1 +
        ::google::protobuf::internal::WireFormatLite::Int32Size(data_size);
    }
    int cached_size = ::google::protobuf::internal::ToCachedSize(data_size);
    GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN();
    _int_val_cached_byte_size_ = cached_size;
    GOOGLE_SAFE_CONCURRENT_WRITES_END();
    total_size += data_size;
  }

  // repeated bytes string_val = 8;
  total_size += 1 *
      ::google::protobuf::internal::FromIntSize(this->string_val_size());
  for (int i = 0; i < this->string_val_size(); i++) {
    total_size += ::google::protobuf::internal::WireFormatLite::BytesSize(
      this->string_val(i));
  }

  // repeated float scomplex_val = 9 [packed = true];
  {
    size_t data_size = 0;
    unsigned int count = this->scomplex_val_size();
    data_size = 4UL * count;
    if (data_size > 0) {
      total_size += 1 +
        ::google::protobuf::internal::WireFormatLite::Int32Size(data_size);
    }
    int cached_size = ::google::protobuf::internal::ToCachedSize(data_size);
    GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN();
    _scomplex_val_cached_byte_size_ = cached_size;
    GOOGLE_SAFE_CONCURRENT_WRITES_END();
    total_size += data_size;
  }

  // repeated int64 int64_val = 10 [packed = true];
  {
    size_t data_size = 0;
    unsigned int count = this->int64_val_size();
    for (unsigned int i = 0; i < count; i++) {
      data_size += ::google::protobuf::internal::WireFormatLite::
        Int64Size(this->int64_val(i));
    }
    if (data_size > 0) {
      total_size += 1 +
        ::google::protobuf::internal::WireFormatLite::Int32Size(data_size);
    }
    int cached_size = ::google::protobuf::internal::ToCachedSize(data_size);
    GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN();
    _int64_val_cached_byte_size_ = cached_size;
    GOOGLE_SAFE_CONCURRENT_WRITES_END();
    total_size += data_size;
  }

  // repeated bool bool_val = 11 [packed = true];
  {
    size_t data_size = 0;
    unsigned int count = this->bool_val_size();
    data_size = 1UL * count;
    if (data_size > 0) {
      total_size += 1 +
        ::google::protobuf::internal::WireFormatLite::Int32Size(data_size);
    }
    int cached_size = ::google::protobuf::internal::ToCachedSize(data_size);
    GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN();
    _bool_val_cached_byte_size_ = cached_size;
    GOOGLE_SAFE_CONCURRENT_WRITES_END();
    total_size += data_size;
  }

  // repeated double dcomplex_val = 12 [packed = true];
  {
    size_t data_size = 0;
    unsigned int count = this->dcomplex_val_size();
    data_size = 8UL * count;
    if (data_size > 0) {
      total_size += 1 +
        ::google::protobuf::internal::WireFormatLite::Int32Size(data_size);
    }
    int cached_size = ::google::protobuf::internal::ToCachedSize(data_size);
    GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN();
    _dcomplex_val_cached_byte_size_ = cached_size;
    GOOGLE_SAFE_CONCURRENT_WRITES_END();
    total_size += data_size;
  }

  int cached_size = ::google::protobuf::internal::ToCachedSize(total_size);
  GOOGLE_SAFE_CONCURRENT_WRITES_BEGIN();
  _cached_size_ = cached_size;
  GOOGLE_SAFE_CONCURRENT_WRITES_END();
  return total_size;
}

void TensorProto::MergeFrom(const ::google::protobuf::Message& from) {
// @@protoc_insertion_point(generalized_merge_from_start:tensorflow.TensorProto)
  if (GOOGLE_PREDICT_FALSE(&from == this)) MergeFromFail(__LINE__);
  const TensorProto* source =
      ::google::protobuf::internal::DynamicCastToGenerated<const TensorProto>(
          &from);
  if (source == NULL) {
  // @@protoc_insertion_point(generalized_merge_from_cast_fail:tensorflow.TensorProto)
    ::google::protobuf::internal::ReflectionOps::Merge(from, this);
  } else {
  // @@protoc_insertion_point(generalized_merge_from_cast_success:tensorflow.TensorProto)
    UnsafeMergeFrom(*source);
  }
}

void TensorProto::MergeFrom(const TensorProto& from) {
// @@protoc_insertion_point(class_specific_merge_from_start:tensorflow.TensorProto)
  if (GOOGLE_PREDICT_TRUE(&from != this)) {
    UnsafeMergeFrom(from);
  } else {
    MergeFromFail(__LINE__);
  }
}

void TensorProto::UnsafeMergeFrom(const TensorProto& from) {
  GOOGLE_DCHECK(&from != this);
  half_val_.UnsafeMergeFrom(from.half_val_);
  float_val_.UnsafeMergeFrom(from.float_val_);
  double_val_.UnsafeMergeFrom(from.double_val_);
  int_val_.UnsafeMergeFrom(from.int_val_);
  string_val_.UnsafeMergeFrom(from.string_val_);
  scomplex_val_.UnsafeMergeFrom(from.scomplex_val_);
  int64_val_.UnsafeMergeFrom(from.int64_val_);
  bool_val_.UnsafeMergeFrom(from.bool_val_);
  dcomplex_val_.UnsafeMergeFrom(from.dcomplex_val_);
  if (from.dtype() != 0) {
    set_dtype(from.dtype());
  }
  if (from.has_tensor_shape()) {
    mutable_tensor_shape()->::tensorflow::TensorShapeProto::MergeFrom(from.tensor_shape());
  }
  if (from.version_number() != 0) {
    set_version_number(from.version_number());
  }
  if (from.tensor_content().size() > 0) {
    set_tensor_content(from.tensor_content());
  }
}

void TensorProto::CopyFrom(const ::google::protobuf::Message& from) {
// @@protoc_insertion_point(generalized_copy_from_start:tensorflow.TensorProto)
  if (&from == this) return;
  Clear();
  MergeFrom(from);
}

void TensorProto::CopyFrom(const TensorProto& from) {
// @@protoc_insertion_point(class_specific_copy_from_start:tensorflow.TensorProto)
  if (&from == this) return;
  Clear();
  UnsafeMergeFrom(from);
}

bool TensorProto::IsInitialized() const {

  return true;
}

void TensorProto::Swap(TensorProto* other) {
  if (other == this) return;
  if (GetArenaNoVirtual() == other->GetArenaNoVirtual()) {
    InternalSwap(other);
  } else {
    TensorProto temp;
    temp.UnsafeMergeFrom(*this);
    CopyFrom(*other);
    other->CopyFrom(temp);
  }
}
void TensorProto::UnsafeArenaSwap(TensorProto* other) {
  if (other == this) return;
  GOOGLE_DCHECK(GetArenaNoVirtual() == other->GetArenaNoVirtual());
  InternalSwap(other);
}
void TensorProto::InternalSwap(TensorProto* other) {
  std::swap(dtype_, other->dtype_);
  std::swap(tensor_shape_, other->tensor_shape_);
  std::swap(version_number_, other->version_number_);
  tensor_content_.Swap(&other->tensor_content_);
  half_val_.UnsafeArenaSwap(&other->half_val_);
  float_val_.UnsafeArenaSwap(&other->float_val_);
  double_val_.UnsafeArenaSwap(&other->double_val_);
  int_val_.UnsafeArenaSwap(&other->int_val_);
  string_val_.UnsafeArenaSwap(&other->string_val_);
  scomplex_val_.UnsafeArenaSwap(&other->scomplex_val_);
  int64_val_.UnsafeArenaSwap(&other->int64_val_);
  bool_val_.UnsafeArenaSwap(&other->bool_val_);
  dcomplex_val_.UnsafeArenaSwap(&other->dcomplex_val_);
  _internal_metadata_.Swap(&other->_internal_metadata_);
  std::swap(_cached_size_, other->_cached_size_);
}

::google::protobuf::Metadata TensorProto::GetMetadata() const {
  protobuf_AssignDescriptorsOnce();
  ::google::protobuf::Metadata metadata;
  metadata.descriptor = TensorProto_descriptor_;
  metadata.reflection = TensorProto_reflection_;
  return metadata;
}

#if PROTOBUF_INLINE_NOT_IN_HEADERS
// TensorProto

// optional .tensorflow.DataType dtype = 1;
void TensorProto::clear_dtype() {
  dtype_ = 0;
}
::tensorflow::DataType TensorProto::dtype() const {
  // @@protoc_insertion_point(field_get:tensorflow.TensorProto.dtype)
  return static_cast< ::tensorflow::DataType >(dtype_);
}
void TensorProto::set_dtype(::tensorflow::DataType value) {

  dtype_ = value;
  // @@protoc_insertion_point(field_set:tensorflow.TensorProto.dtype)
}

// optional .tensorflow.TensorShapeProto tensor_shape = 2;
bool TensorProto::has_tensor_shape() const {
  return this != internal_default_instance() && tensor_shape_ != NULL;
}
void TensorProto::clear_tensor_shape() {
  if (GetArenaNoVirtual() == NULL && tensor_shape_ != NULL) delete tensor_shape_;
  tensor_shape_ = NULL;
}
const ::tensorflow::TensorShapeProto& TensorProto::tensor_shape() const {
  // @@protoc_insertion_point(field_get:tensorflow.TensorProto.tensor_shape)
  return tensor_shape_ != NULL ? *tensor_shape_
                         : *::tensorflow::TensorShapeProto::internal_default_instance();
}
::tensorflow::TensorShapeProto* TensorProto::mutable_tensor_shape() {

  if (tensor_shape_ == NULL) {
    _slow_mutable_tensor_shape();
  }
  // @@protoc_insertion_point(field_mutable:tensorflow.TensorProto.tensor_shape)
  return tensor_shape_;
}
::tensorflow::TensorShapeProto* TensorProto::release_tensor_shape() {
  // @@protoc_insertion_point(field_release:tensorflow.TensorProto.tensor_shape)

  if (GetArenaNoVirtual() != NULL) {
    return _slow_release_tensor_shape();
  } else {
    ::tensorflow::TensorShapeProto* temp = tensor_shape_;
    tensor_shape_ = NULL;
    return temp;
  }
}
 void TensorProto::set_allocated_tensor_shape(::tensorflow::TensorShapeProto* tensor_shape) {
  ::google::protobuf::Arena* message_arena = GetArenaNoVirtual();
  if (message_arena == NULL) {
    delete tensor_shape_;
  }
  if (tensor_shape != NULL) {
    _slow_set_allocated_tensor_shape(message_arena, &tensor_shape);
  }
  tensor_shape_ = tensor_shape;
  if (tensor_shape) {

  } else {

  }
  // @@protoc_insertion_point(field_set_allocated:tensorflow.TensorProto.tensor_shape)
}

// optional int32 version_number = 3;
void TensorProto::clear_version_number() {
  version_number_ = 0;
}
::google::protobuf::int32 TensorProto::version_number() const {
  // @@protoc_insertion_point(field_get:tensorflow.TensorProto.version_number)
  return version_number_;
}
void TensorProto::set_version_number(::google::protobuf::int32 value) {

  version_number_ = value;
  // @@protoc_insertion_point(field_set:tensorflow.TensorProto.version_number)
}

// optional bytes tensor_content = 4;
void TensorProto::clear_tensor_content() {
  tensor_content_.ClearToEmpty(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual());
}
const ::std::string& TensorProto::tensor_content() const {
  // @@protoc_insertion_point(field_get:tensorflow.TensorProto.tensor_content)
  return tensor_content_.Get(&::google::protobuf::internal::GetEmptyStringAlreadyInited());
}
void TensorProto::set_tensor_content(const ::std::string& value) {

  tensor_content_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), value, GetArenaNoVirtual());
  // @@protoc_insertion_point(field_set:tensorflow.TensorProto.tensor_content)
}
void TensorProto::set_tensor_content(const char* value) {

  tensor_content_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(value),
              GetArenaNoVirtual());
  // @@protoc_insertion_point(field_set_char:tensorflow.TensorProto.tensor_content)
}
void TensorProto::set_tensor_content(const void* value,
    size_t size) {

  tensor_content_.Set(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), ::std::string(
      reinterpret_cast<const char*>(value), size), GetArenaNoVirtual());
  // @@protoc_insertion_point(field_set_pointer:tensorflow.TensorProto.tensor_content)
}
::std::string* TensorProto::mutable_tensor_content() {

  // @@protoc_insertion_point(field_mutable:tensorflow.TensorProto.tensor_content)
  return tensor_content_.Mutable(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual());
}
::std::string* TensorProto::release_tensor_content() {
  // @@protoc_insertion_point(field_release:tensorflow.TensorProto.tensor_content)

  return tensor_content_.Release(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), GetArenaNoVirtual());
}
::std::string* TensorProto::unsafe_arena_release_tensor_content() {
  // @@protoc_insertion_point(field_unsafe_arena_release:tensorflow.TensorProto.tensor_content)
  GOOGLE_DCHECK(GetArenaNoVirtual() != NULL);

  return tensor_content_.UnsafeArenaRelease(&::google::protobuf::internal::GetEmptyStringAlreadyInited(),
      GetArenaNoVirtual());
}
void TensorProto::set_allocated_tensor_content(::std::string* tensor_content) {
  if (tensor_content != NULL) {

  } else {

  }
  tensor_content_.SetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(), tensor_content,
      GetArenaNoVirtual());
  // @@protoc_insertion_point(field_set_allocated:tensorflow.TensorProto.tensor_content)
}
void TensorProto::unsafe_arena_set_allocated_tensor_content(
    ::std::string* tensor_content) {
  GOOGLE_DCHECK(GetArenaNoVirtual() != NULL);
  if (tensor_content != NULL) {

  } else {

  }
  tensor_content_.UnsafeArenaSetAllocated(&::google::protobuf::internal::GetEmptyStringAlreadyInited(),
      tensor_content, GetArenaNoVirtual());
  // @@protoc_insertion_point(field_unsafe_arena_set_allocated:tensorflow.TensorProto.tensor_content)
}

// repeated int32 half_val = 13 [packed = true];
int TensorProto::half_val_size() const {
  return half_val_.size();
}
void TensorProto::clear_half_val() {
  half_val_.Clear();
}
::google::protobuf::int32 TensorProto::half_val(int index) const {
  // @@protoc_insertion_point(field_get:tensorflow.TensorProto.half_val)
  return half_val_.Get(index);
}
void TensorProto::set_half_val(int index, ::google::protobuf::int32 value) {
  half_val_.Set(index, value);
  // @@protoc_insertion_point(field_set:tensorflow.TensorProto.half_val)
}
void TensorProto::add_half_val(::google::protobuf::int32 value) {
  half_val_.Add(value);
  // @@protoc_insertion_point(field_add:tensorflow.TensorProto.half_val)
}
const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >&
TensorProto::half_val() const {
  // @@protoc_insertion_point(field_list:tensorflow.TensorProto.half_val)
  return half_val_;
}
::google::protobuf::RepeatedField< ::google::protobuf::int32 >*
TensorProto::mutable_half_val() {
  // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.half_val)
  return &half_val_;
}

// repeated float float_val = 5 [packed = true];
int TensorProto::float_val_size() const {
  return float_val_.size();
}
void TensorProto::clear_float_val() {
  float_val_.Clear();
}
float TensorProto::float_val(int index) const {
  // @@protoc_insertion_point(field_get:tensorflow.TensorProto.float_val)
  return float_val_.Get(index);
}
void TensorProto::set_float_val(int index, float value) {
  float_val_.Set(index, value);
  // @@protoc_insertion_point(field_set:tensorflow.TensorProto.float_val)
}
void TensorProto::add_float_val(float value) {
  float_val_.Add(value);
  // @@protoc_insertion_point(field_add:tensorflow.TensorProto.float_val)
}
const ::google::protobuf::RepeatedField< float >&
TensorProto::float_val() const {
  // @@protoc_insertion_point(field_list:tensorflow.TensorProto.float_val)
  return float_val_;
}
::google::protobuf::RepeatedField< float >*
TensorProto::mutable_float_val() {
  // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.float_val)
  return &float_val_;
}

// repeated double double_val = 6 [packed = true];
int TensorProto::double_val_size() const {
  return double_val_.size();
}
void TensorProto::clear_double_val() {
  double_val_.Clear();
}
double TensorProto::double_val(int index) const {
  // @@protoc_insertion_point(field_get:tensorflow.TensorProto.double_val)
  return double_val_.Get(index);
}
void TensorProto::set_double_val(int index, double value) {
  double_val_.Set(index, value);
  // @@protoc_insertion_point(field_set:tensorflow.TensorProto.double_val)
}
void TensorProto::add_double_val(double value) {
  double_val_.Add(value);
  // @@protoc_insertion_point(field_add:tensorflow.TensorProto.double_val)
}
const ::google::protobuf::RepeatedField< double >&
TensorProto::double_val() const {
  // @@protoc_insertion_point(field_list:tensorflow.TensorProto.double_val)
  return double_val_;
}
::google::protobuf::RepeatedField< double >*
TensorProto::mutable_double_val() {
  // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.double_val)
  return &double_val_;
}

// repeated int32 int_val = 7 [packed = true];
int TensorProto::int_val_size() const {
  return int_val_.size();
}
void TensorProto::clear_int_val() {
  int_val_.Clear();
}
::google::protobuf::int32 TensorProto::int_val(int index) const {
  // @@protoc_insertion_point(field_get:tensorflow.TensorProto.int_val)
  return int_val_.Get(index);
}
void TensorProto::set_int_val(int index, ::google::protobuf::int32 value) {
  int_val_.Set(index, value);
  // @@protoc_insertion_point(field_set:tensorflow.TensorProto.int_val)
}
void TensorProto::add_int_val(::google::protobuf::int32 value) {
  int_val_.Add(value);
  // @@protoc_insertion_point(field_add:tensorflow.TensorProto.int_val)
}
const ::google::protobuf::RepeatedField< ::google::protobuf::int32 >&
TensorProto::int_val() const {
  // @@protoc_insertion_point(field_list:tensorflow.TensorProto.int_val)
  return int_val_;
}
::google::protobuf::RepeatedField< ::google::protobuf::int32 >*
TensorProto::mutable_int_val() {
  // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.int_val)
  return &int_val_;
}

// repeated bytes string_val = 8;
int TensorProto::string_val_size() const {
  return string_val_.size();
}
void TensorProto::clear_string_val() {
  string_val_.Clear();
}
const ::std::string& TensorProto::string_val(int index) const {
  // @@protoc_insertion_point(field_get:tensorflow.TensorProto.string_val)
  return string_val_.Get(index);
}
::std::string* TensorProto::mutable_string_val(int index) {
  // @@protoc_insertion_point(field_mutable:tensorflow.TensorProto.string_val)
  return string_val_.Mutable(index);
}
void TensorProto::set_string_val(int index, const ::std::string& value) {
  // @@protoc_insertion_point(field_set:tensorflow.TensorProto.string_val)
  string_val_.Mutable(index)->assign(value);
}
void TensorProto::set_string_val(int index, const char* value) {
  string_val_.Mutable(index)->assign(value);
  // @@protoc_insertion_point(field_set_char:tensorflow.TensorProto.string_val)
}
void TensorProto::set_string_val(int index, const void* value, size_t size) {
  string_val_.Mutable(index)->assign(
    reinterpret_cast<const char*>(value), size);
  // @@protoc_insertion_point(field_set_pointer:tensorflow.TensorProto.string_val)
}
::std::string* TensorProto::add_string_val() {
  // @@protoc_insertion_point(field_add_mutable:tensorflow.TensorProto.string_val)
  return string_val_.Add();
}
void TensorProto::add_string_val(const ::std::string& value) {
  string_val_.Add()->assign(value);
  // @@protoc_insertion_point(field_add:tensorflow.TensorProto.string_val)
}
void TensorProto::add_string_val(const char* value) {
  string_val_.Add()->assign(value);
  // @@protoc_insertion_point(field_add_char:tensorflow.TensorProto.string_val)
}
void TensorProto::add_string_val(const void* value, size_t size) {
  string_val_.Add()->assign(reinterpret_cast<const char*>(value), size);
  // @@protoc_insertion_point(field_add_pointer:tensorflow.TensorProto.string_val)
}
const ::google::protobuf::RepeatedPtrField< ::std::string>&
TensorProto::string_val() const {
  // @@protoc_insertion_point(field_list:tensorflow.TensorProto.string_val)
  return string_val_;
}
::google::protobuf::RepeatedPtrField< ::std::string>*
TensorProto::mutable_string_val() {
  // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.string_val)
  return &string_val_;
}

// repeated float scomplex_val = 9 [packed = true];
int TensorProto::scomplex_val_size() const {
  return scomplex_val_.size();
}
void TensorProto::clear_scomplex_val() {
  scomplex_val_.Clear();
}
float TensorProto::scomplex_val(int index) const {
  // @@protoc_insertion_point(field_get:tensorflow.TensorProto.scomplex_val)
  return scomplex_val_.Get(index);
}
void TensorProto::set_scomplex_val(int index, float value) {
  scomplex_val_.Set(index, value);
  // @@protoc_insertion_point(field_set:tensorflow.TensorProto.scomplex_val)
}
void TensorProto::add_scomplex_val(float value) {
  scomplex_val_.Add(value);
  // @@protoc_insertion_point(field_add:tensorflow.TensorProto.scomplex_val)
}
const ::google::protobuf::RepeatedField< float >&
TensorProto::scomplex_val() const {
  // @@protoc_insertion_point(field_list:tensorflow.TensorProto.scomplex_val)
  return scomplex_val_;
}
::google::protobuf::RepeatedField< float >*
TensorProto::mutable_scomplex_val() {
  // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.scomplex_val)
  return &scomplex_val_;
}

// repeated int64 int64_val = 10 [packed = true];
int TensorProto::int64_val_size() const {
  return int64_val_.size();
}
void TensorProto::clear_int64_val() {
  int64_val_.Clear();
}
::google::protobuf::int64 TensorProto::int64_val(int index) const {
  // @@protoc_insertion_point(field_get:tensorflow.TensorProto.int64_val)
  return int64_val_.Get(index);
}
void TensorProto::set_int64_val(int index, ::google::protobuf::int64 value) {
  int64_val_.Set(index, value);
  // @@protoc_insertion_point(field_set:tensorflow.TensorProto.int64_val)
}
void TensorProto::add_int64_val(::google::protobuf::int64 value) {
  int64_val_.Add(value);
  // @@protoc_insertion_point(field_add:tensorflow.TensorProto.int64_val)
}
const ::google::protobuf::RepeatedField< ::google::protobuf::int64 >&
TensorProto::int64_val() const {
  // @@protoc_insertion_point(field_list:tensorflow.TensorProto.int64_val)
  return int64_val_;
}
::google::protobuf::RepeatedField< ::google::protobuf::int64 >*
TensorProto::mutable_int64_val() {
  // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.int64_val)
  return &int64_val_;
}

// repeated bool bool_val = 11 [packed = true];
int TensorProto::bool_val_size() const {
  return bool_val_.size();
}
void TensorProto::clear_bool_val() {
  bool_val_.Clear();
}
bool TensorProto::bool_val(int index) const {
  // @@protoc_insertion_point(field_get:tensorflow.TensorProto.bool_val)
  return bool_val_.Get(index);
}
void TensorProto::set_bool_val(int index, bool value) {
  bool_val_.Set(index, value);
  // @@protoc_insertion_point(field_set:tensorflow.TensorProto.bool_val)
}
void TensorProto::add_bool_val(bool value) {
  bool_val_.Add(value);
  // @@protoc_insertion_point(field_add:tensorflow.TensorProto.bool_val)
}
const ::google::protobuf::RepeatedField< bool >&
TensorProto::bool_val() const {
  // @@protoc_insertion_point(field_list:tensorflow.TensorProto.bool_val)
  return bool_val_;
}
::google::protobuf::RepeatedField< bool >*
TensorProto::mutable_bool_val() {
  // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.bool_val)
  return &bool_val_;
}

// repeated double dcomplex_val = 12 [packed = true];
int TensorProto::dcomplex_val_size() const {
  return dcomplex_val_.size();
}
void TensorProto::clear_dcomplex_val() {
  dcomplex_val_.Clear();
}
double TensorProto::dcomplex_val(int index) const {
  // @@protoc_insertion_point(field_get:tensorflow.TensorProto.dcomplex_val)
  return dcomplex_val_.Get(index);
}
void TensorProto::set_dcomplex_val(int index, double value) {
  dcomplex_val_.Set(index, value);
  // @@protoc_insertion_point(field_set:tensorflow.TensorProto.dcomplex_val)
}
void TensorProto::add_dcomplex_val(double value) {
  dcomplex_val_.Add(value);
  // @@protoc_insertion_point(field_add:tensorflow.TensorProto.dcomplex_val)
}
const ::google::protobuf::RepeatedField< double >&
TensorProto::dcomplex_val() const {
  // @@protoc_insertion_point(field_list:tensorflow.TensorProto.dcomplex_val)
  return dcomplex_val_;
}
::google::protobuf::RepeatedField< double >*
TensorProto::mutable_dcomplex_val() {
  // @@protoc_insertion_point(field_mutable_list:tensorflow.TensorProto.dcomplex_val)
  return &dcomplex_val_;
}

inline const TensorProto* TensorProto::internal_default_instance() {
  return &TensorProto_default_instance_.get();
}
#endif  // PROTOBUF_INLINE_NOT_IN_HEADERS

// @@protoc_insertion_point(namespace_scope)

}  // namespace tensorflow

// @@protoc_insertion_point(global_scope)