Ошибка построения обслуживающего базиса Tensorflow: mnist_inference_2.cc — подписи не были объявлены

Я пытаюсь воспроизвести примеры обслуживания tenorflow из https://tensorflow.github.io/serving/serving_advanced.html

Но я получаю следующую ошибку. Возможно, это ошибка библиотеки Tensorflow. Любая помощь будет оценена.

    :

~/serving$ bazel build //tensorflow_serving/example:mnist_inference_2
INFO: Found 1 target...
ERROR: /home/ubuntu/serving/tensorflow_serving/session_bundle/BUILD:125:1: C++ compilation of rule '//tensorflow_serving/session_bundle:session_bundle' failed: gcc failed: error executing command /usr/bin/gcc -U_FORTIFY_SOURCE '-D_FORTIFY_SOURCE=1' -fstack-protector -Wall -Wl,-z,-relro,-z,now -Wunused-but-set-parameter -Wno-free-nonheap-object -fno-omit-frame-pointer '-std=c++0x' -iquote . ... (remaining 103 argument(s) skipped): com.google.devtools.build.lib.shell.BadExitStatusException: Process exited with status 1.
In file included from ./tensorflow_serving/session_bundle/session_bundle.h:30:0,
from tensorflow_serving/session_bundle/session_bundle.cc:16:
./tensorflow_serving/session_bundle/signature.h:40:22: error: 'Signatures' has not been declared
Signatures* signatures);
^
./tensorflow_serving/session_bundle/signature.h:43:28: error: 'Signatures' does not name a type
Status SetSignatures(const Signatures& signatures,
^
./tensorflow_serving/session_bundle/signature.h:43:40: error: ISO C++ forbids declaration of 'signatures' with no type [-fpermissive]
Status SetSignatures(const Signatures& signatures,
^
./tensorflow_serving/session_bundle/signature.h:51:5: error: 'ClassificationSignature' has not been declared
ClassificationSignature* signature);
^
./tensorflow_serving/session_bundle/signature.h:58:5: error: 'ClassificationSignature' has not been declared
ClassificationSignature* signature);
^
./tensorflow_serving/session_bundle/signature.h:64:31: error: 'RegressionSignature' has not been declared
RegressionSignature* signature);
^
./tensorflow_serving/session_bundle/signature.h:73:32: error: 'ClassificationSignature' does not name a type
Status RunClassification(const ClassificationSignature& signature,
^
./tensorflow_serving/session_bundle/signature.h:73:57: error: ISO C++ forbids declaration of 'signature' with no type [-fpermissive]
Status RunClassification(const ClassificationSignature& signature,
^
./tensorflow_serving/session_bundle/signature.h:83:28: error: 'RegressionSignature' does not name a type
Status RunRegression(const RegressionSignature& signature, const Tensor& input,
^
./tensorflow_serving/session_bundle/signature.h:83:49: error: ISO C++ forbids declaration of 'signature' with no type [-fpermissive]
Status RunRegression(const RegressionSignature& signature, const Tensor& input,
^
./tensorflow_serving/session_bundle/signature.h:90:28: error: 'GenericSignature' has not been declared
GenericSignature* signature);
^
./tensorflow_serving/session_bundle/signature.h:94:28: error: 'Signature' has not been declared
Signature* default_signature);
^
./tensorflow_serving/session_bundle/signature.h:100:26: error: 'Signature' has not been declared
Signature* default_signature);
^
./tensorflow_serving/session_bundle/signature.h:106:32: error: 'GenericSignature' does not name a type
Status BindGenericInputs(const GenericSignature& signature,
^
./tensorflow_serving/session_bundle/signature.h:106:50: error: ISO C++ forbids declaration of 'signature' with no type [-fpermissive]
Status BindGenericInputs(const GenericSignature& signature,
^
./tensorflow_serving/session_bundle/signature.h:117:31: error: 'GenericSignature' does not name a type
Status BindGenericNames(const GenericSignature& signature,
^
./tensorflow_serving/session_bundle/signature.h:117:49: error: ISO C++ forbids declaration of 'signature' with no type [-fpermissive]
Status BindGenericNames(const GenericSignature& signature,
^
tensorflow_serving/session_bundle/session_bundle.cc:68:49: error: 'AssetFile' was not declared in this scope
const std::vector<AssetFile>& asset_files,
^
tensorflow_serving/session_bundle/session_bundle.cc:68:49: note: suggested alternative:
In file included from ./tensorflow_serving/session_bundle/manifest.pb.h:19:0,
from ./tensorflow_serving/session_bundle/session_bundle.h:29,
from tensorflow_serving/session_bundle/session_bundle.cc:16:
bazel-out/local-fastbuild/genfiles/external/org_tensorflow/tensorflow/contrib/session_bundle/manifest.pb.h:237:7: note:   'tensorflow::contrib::AssetFile'
class AssetFile : public ::google::protobuf::Message {
^
tensorflow_serving/session_bundle/session_bundle.cc:68:58: error: template argument 1 is invalid
const std::vector<AssetFile>& asset_files,
^
tensorflow_serving/session_bundle/session_bundle.cc:68:58: error: template argument 2 is invalid
tensorflow_serving/session_bundle/session_bundle.cc: In function 'void tensorflow::serving::{anonymous}::AddAssetsTensorsToInputs(tensorflow::StringPiece, const int&, std::vector<std::pair<std::basic_string<char>, tensorflow::Tensor> >*)':
tensorflow_serving/session_bundle/session_bundle.cc:70:20: error: request for member 'empty' in 'asset_files', which is of non-class type 'const int'
if (!asset_files.empty()) {
^
tensorflow_serving/session_bundle/session_bundle.cc:71:24: error: no matching function for call to 'begin(const int&)'
for (auto& asset : asset_files) {
^
tensorflow_serving/session_bundle/session_bundle.cc:71:24: note: candidates are:
In file included from /usr/include/c++/4.8/string:51:0,
from /usr/include/c++/4.8/stdexcept:39,
from /usr/include/c++/4.8/array:38,
from /usr/include/c++/4.8/tuple:39,
from /usr/include/c++/4.8/functional:55,
from /usr/include/c++/4.8/memory:79,
from ./tensorflow_serving/session_bundle/session_bundle.h:21,
from tensorflow_serving/session_bundle/session_bundle.cc:16:
/usr/include/c++/4.8/bits/range_access.h:87:5: note: template<class _Tp, long unsigned int _Nm> _Tp* std::begin(_Tp (&)[_Nm])
begin(_Tp (&__arr)[_Nm])
^
/usr/include/c++/4.8/bits/range_access.h:87:5: note:   template argument deduction/substitution failed:
tensorflow_serving/session_bundle/session_bundle.cc:71:24: note:   mismatched types '_Tp [_Nm]' and 'const int'
for (auto& asset : asset_files) {
^
In file included from /usr/include/c++/4.8/string:51:0,
from /usr/include/c++/4.8/stdexcept:39,
from /usr/include/c++/4.8/array:38,
from /usr/include/c++/4.8/tuple:39,
from /usr/include/c++/4.8/functional:55,
from /usr/include/c++/4.8/memory:79,
from ./tensorflow_serving/session_bundle/session_bundle.h:21,
from tensorflow_serving/session_bundle/session_bundle.cc:16:
/usr/include/c++/4.8/bits/range_access.h:58:5: note: template<class _Container> decltype (__cont.begin()) std::begin(const _Container&)
begin(const _Container& __cont) -> decltype(__cont.begin())
^
/usr/include/c++/4.8/bits/range_access.h:58:5: note:   template argument deduction/substitution failed:
/usr/include/c++/4.8/bits/range_access.h: In substitution of 'template<class _Container> decltype (__cont.begin()) std::begin(const _Container&) [with _Container = int]':
tensorflow_serving/session_bundle/session_bundle.cc:71:24:   required from here
/usr/include/c++/4.8/bits/range_access.h:58:5: error: request for member 'begin' in '__cont', which is of non-class type 'const int'
/usr/include/c++/4.8/bits/range_access.h:48:5: note: template<class _Container> decltype (__cont.begin()) std::begin(_Container&)
begin(_Container& __cont) -> decltype(__cont.begin())
^
/usr/include/c++/4.8/bits/range_access.h:48:5: note:   template argument deduction/substitution failed:
/usr/include/c++/4.8/bits/range_access.h: In substitution of 'template<class _Container> decltype (__cont.begin()) std::begin(_Container&) [with _Container = const int]':
tensorflow_serving/session_bundle/session_bundle.cc:71:24:   required from here
/usr/include/c++/4.8/bits/range_access.h:48:5: error: request for member 'begin' in '__cont', which is of non-class type 'const int'
In file included from /usr/include/c++/4.8/utility:74:0,
from /usr/include/c++/4.8/tuple:38,
from /usr/include/c++/4.8/functional:55,
from /usr/include/c++/4.8/memory:79,
from ./tensorflow_serving/session_bundle/session_bundle.h:21,
from tensorflow_serving/session_bundle/session_bundle.cc:16:
/usr/include/c++/4.8/initializer_list:89:5: note: template<class _Tp> constexpr const _Tp* std::begin(std::initializer_list<_Tp>)
begin(initializer_list<_Tp> __ils) noexcept
^
/usr/include/c++/4.8/initializer_list:89:5: note:   template argument deduction/substitution failed:
tensorflow_serving/session_bundle/session_bundle.cc:71:24: note:   mismatched types 'std::initializer_list<_Tp>' and 'int'
for (auto& asset : asset_files) {
^
tensorflow_serving/session_bundle/session_bundle.cc:71:24: error: no matching function for call to 'end(const int&)'
tensorflow_serving/session_bundle/session_bundle.cc:71:24: note: candidates are:
In file included from /usr/include/c++/4.8/string:51:0,
from /usr/include/c++/4.8/stdexcept:39,
from /usr/include/c++/4.8/array:38,
from /usr/include/c++/4.8/tuple:39,
from /usr/include/c++/4.8/functional:55,
from /usr/include/c++/4.8/memory:79,
from ./tensorflow_serving/session_bundle/session_bundle.h:21,
from tensorflow_serving/session_bundle/session_bundle.cc:16:
/usr/include/c++/4.8/bits/range_access.h:97:5: note: template<class _Tp, long unsigned int _Nm> _Tp* std::end(_Tp (&)[_Nm])
end(_Tp (&__arr)[_Nm])
^
/usr/include/c++/4.8/bits/range_access.h:97:5: note:   template argument deduction/substitution failed:
tensorflow_serving/session_bundle/session_bundle.cc:71:24: note:   mismatched types '_Tp [_Nm]' and 'const int'
for (auto& asset : asset_files) {
^
In file included from /usr/include/c++/4.8/string:51:0,
from /usr/include/c++/4.8/stdexcept:39,
from /usr/include/c++/4.8/array:38,
from /usr/include/c++/4.8/tuple:39,
from /usr/include/c++/4.8/functional:55,
from /usr/include/c++/4.8/memory:79,
from ./tensorflow_serving/session_bundle/session_bundle.h:21,
from tensorflow_serving/session_bundle/session_bundle.cc:16:
/usr/include/c++/4.8/bits/range_access.h:78:5: note: template<class _Container> decltype (__cont.end()) std::end(const _Container&)
end(const _Container& __cont) -> decltype(__cont.end())
^
/usr/include/c++/4.8/bits/range_access.h:78:5: note:   template argument deduction/substitution failed:
/usr/include/c++/4.8/bits/range_access.h: In substitution of 'template<class _Container> decltype (__cont.end()) std::end(const _Container&) [with _Container = int]':
tensorflow_serving/session_bundle/session_bundle.cc:71:24:   required from here
/usr/include/c++/4.8/bits/range_access.h:78:5: error: request for member 'end' in '__cont', which is of non-class type 'const int'
/usr/include/c++/4.8/bits/range_access.h:68:5: note: template<class _Container> decltype (__cont.end()) std::end(_Container&)
end(_Container& __cont) -> decltype(__cont.end())
^
/usr/include/c++/4.8/bits/range_access.h:68:5: note:   template argument deduction/substitution failed:
/usr/include/c++/4.8/bits/range_access.h: In substitution of 'template<class _Container> decltype (__cont.end()) std::end(_Container&) [with _Container = const int]':
tensorflow_serving/session_bundle/session_bundle.cc:71:24:   required from here
/usr/include/c++/4.8/bits/range_access.h:68:5: error: request for member 'end' in '__cont', which is of non-class type 'const int'
In file included from /usr/include/c++/4.8/utility:74:0,
from /usr/include/c++/4.8/tuple:38,
from /usr/include/c++/4.8/functional:55,
from /usr/include/c++/4.8/memory:79,
from ./tensorflow_serving/session_bundle/session_bundle.h:21,
from tensorflow_serving/session_bundle/session_bundle.cc:16:
/usr/include/c++/4.8/initializer_list:99:5: note: template<class _Tp> constexpr const _Tp* std::end(std::initializer_list<_Tp>)
end(initializer_list<_Tp> __ils) noexcept
^
/usr/include/c++/4.8/initializer_list:99:5: note:   template argument deduction/substitution failed:
tensorflow_serving/session_bundle/session_bundle.cc:71:24: note:   mismatched types 'std::initializer_list<_Tp>' and 'int'
for (auto& asset : asset_files) {
^
tensorflow_serving/session_bundle/session_bundle.cc:76:69: error: no matching function for call to 'std::vector<std::pair<std::basic_string<char>, tensorflow::Tensor> >::push_back(<brace-enclosed initializer list>)'
{asset.tensor_binding().tensor_name(), assets_file_tensor});
^
tensorflow_serving/session_bundle/session_bundle.cc:76:69: note: candidates are:
In file included from /usr/include/c++/4.8/vector:64:0,
from external/protobuf/src/google/protobuf/unknown_field_set.h:43,
from external/protobuf/src/google/protobuf/metadata.h:43,
from bazel-out/local-fastbuild/genfiles/external/org_tensorflow/tensorflow/core/lib/core/error_codes.pb.h:25,
from external/org_tensorflow/tensorflow/core/lib/core/status.h:22,
from ./tensorflow_serving/session_bundle/session_bundle.h:23,
from tensorflow_serving/session_bundle/session_bundle.cc:16:
/usr/include/c++/4.8/bits/stl_vector.h:901:7: note: void std::vector<_Tp, _Alloc>::push_back(const value_type&) [with _Tp = std::pair<std::basic_string<char>, tensorflow::Tensor>; _Alloc = std::allocator<std::pair<std::basic_string<char>, tensorflow::Tensor> >; std::vector<_Tp, _Alloc>::value_type = std::pair<std::basic_string<char>, tensorflow::Tensor>]
push_back(const value_type& __x)
^
/usr/include/c++/4.8/bits/stl_vector.h:901:7: note:   no known conversion for argument 1 from '<brace-enclosed initializer list>' to 'const value_type& {aka const std::pair<std::basic_string<char>, tensorflow::Tensor>&}'
/usr/include/c++/4.8/bits/stl_vector.h:919:7: note: void std::vector<_Tp, _Alloc>::push_back(std::vector<_Tp, _Alloc>::value_type&&) [with _Tp = std::pair<std::basic_string<char>, tensorflow::Tensor>; _Alloc = std::allocator<std::pair<std::basic_string<char>, tensorflow::Tensor> >; std::vector<_Tp, _Alloc>::value_type = std::pair<std::basic_string<char>, tensorflow::Tensor>]
push_back(value_type&& __x)
^
/usr/include/c++/4.8/bits/stl_vector.h:919:7: note:   no known conversion for argument 1 from '<brace-enclosed initializer list>' to 'std::vector<std::pair<std::basic_string<char>, tensorflow::Tensor> >::value_type&& {aka std::pair<std::basic_string<char>, tensorflow::Tensor>&&}'
tensorflow_serving/session_bundle/session_bundle.cc: At global scope:
tensorflow_serving/session_bundle/session_bundle.cc:103:39: error: 'AssetFile' was not declared in this scope
const std::vector<AssetFile>& asset_files,
^
tensorflow_serving/session_bundle/session_bundle.cc:103:39: note: suggested alternative:
In file included from ./tensorflow_serving/session_bundle/manifest.pb.h:19:0,
from ./tensorflow_serving/session_bundle/session_bundle.h:29,
from tensorflow_serving/session_bundle/session_bundle.cc:16:
bazel-out/local-fastbuild/genfiles/external/org_tensorflow/tensorflow/contrib/session_bundle/manifest.pb.h:237:7: note:   'tensorflow::contrib::AssetFile'
class AssetFile : public ::google::protobuf::Message {
^
tensorflow_serving/session_bundle/session_bundle.cc:103:48: error: template argument 1 is invalid
const std::vector<AssetFile>& asset_files,
^
tensorflow_serving/session_bundle/session_bundle.cc:103:48: error: template argument 2 is invalid
tensorflow_serving/session_bundle/session_bundle.cc:117:36: error: 'AssetFile' was not declared in this scope
const std::vector<AssetFile>& asset_files,
^
tensorflow_serving/session_bundle/session_bundle.cc:117:36: note: suggested alternative:
In file included from ./tensorflow_serving/session_bundle/manifest.pb.h:19:0,
from ./tensorflow_serving/session_bundle/session_bundle.h:29,
from tensorflow_serving/session_bundle/session_bundle.cc:16:
bazel-out/local-fastbuild/genfiles/external/org_tensorflow/tensorflow/contrib/session_bundle/manifest.pb.h:237:7: note:   'tensorflow::contrib::AssetFile'
class AssetFile : public ::google::protobuf::Message {
^
tensorflow_serving/session_bundle/session_bundle.cc:117:45: error: template argument 1 is invalid
const std::vector<AssetFile>& asset_files,
^
tensorflow_serving/session_bundle/session_bundle.cc:117:45: error: template argument 2 is invalid
tensorflow_serving/session_bundle/session_bundle.cc: In function 'tensorflow::Status tensorflow::serving::LoadSessionBundleFromPath(const tensorflow::SessionOptions&, tensorflow::StringPiece, tensorflow::serving::SessionBundle*)':
tensorflow_serving/session_bundle/session_bundle.cc:165:15: error: 'AssetFile' was not declared in this scope
std::vector<AssetFile> asset_files;
^
tensorflow_serving/session_bundle/session_bundle.cc:165:15: note: suggested alternative:
In file included from ./tensorflow_serving/session_bundle/manifest.pb.h:19:0,
from ./tensorflow_serving/session_bundle/session_bundle.h:29,
from tensorflow_serving/session_bundle/session_bundle.cc:16:
bazel-out/local-fastbuild/genfiles/external/org_tensorflow/tensorflow/contrib/session_bundle/manifest.pb.h:237:7: note:   'tensorflow::contrib::AssetFile'
class AssetFile : public ::google::protobuf::Message {
^
tensorflow_serving/session_bundle/session_bundle.cc:165:24: error: template argument 1 is invalid
std::vector<AssetFile> asset_files;
^
tensorflow_serving/session_bundle/session_bundle.cc:165:24: error: template argument 2 is invalid
tensorflow_serving/session_bundle/session_bundle.cc:165:37: error: invalid type in declaration before ';' token
std::vector<AssetFile> asset_files;
^
tensorflow_serving/session_bundle/session_bundle.cc:170:17: error: expected ';' before 'asset_file'
AssetFile asset_file;
^
tensorflow_serving/session_bundle/session_bundle.cc:171:25: error: the value of 'AssetFile' is not usable in a constant expression
if (!any_asset.Is<AssetFile>()) {
^
tensorflow_serving/session_bundle/session_bundle.cc:165:15: note: 'AssetFile' was not declared 'constexpr'
std::vector<AssetFile> asset_files;
^
tensorflow_serving/session_bundle/session_bundle.cc:171:36: error: no matching function for call to 'google::protobuf::Any::Is() const'
if (!any_asset.Is<AssetFile>()) {
^
tensorflow_serving/session_bundle/session_bundle.cc:171:36: note: candidate is:
In file included from bazel-out/local-fastbuild/genfiles/external/org_tensorflow/tensorflow/core/protobuf/meta_graph.pb.h:32:0,
from ./tensorflow_serving/session_bundle/session_bundle.h:25,
from tensorflow_serving/session_bundle/session_bundle.cc:16:
external/protobuf/src/google/protobuf/any.pb.h:66:29: note: template<class T> bool google::protobuf::Any::Is() const
template<typename T> bool Is() const {
^
external/protobuf/src/google/protobuf/any.pb.h:66:29: note:   template argument deduction/substitution failed:
tensorflow_serving/session_bundle/session_bundle.cc:174:13: error: 'asset_file' was not declared in this scope
asset_file.descriptor()->full_name(), ". Got: ",
^
tensorflow_serving/session_bundle/session_bundle.cc:178:32: error: 'asset_file' was not declared in this scope
if (!any_asset.UnpackTo(&asset_file)) {
^
tensorflow_serving/session_bundle/session_bundle.cc:182:19: error: request for member 'push_back' in 'asset_files', which is of non-class type 'int'
asset_files.push_back(asset_file);
^
tensorflow_serving/session_bundle/session_bundle.cc:182:29: error: 'asset_file' was not declared in this scope
asset_files.push_back(asset_file);
^
Target //tensorflow_serving/example:mnist_inference_2 failed to build
Use --verbose_failures to see the command lines of failed build steps.
INFO: Elapsed time: 4.822s, Critical Path: 4.54s