onnx输出和mnn模型不一致

[qiuzhewei]

问题描述

根据网址https://www.yuque.com/mnn/cn/cvrt_linux_mac 对onnx模型进行转换，但是转换后的mnn模型和原onnx的模型输出不一致。但是一致性文件fastTestOnnx.py的结果为TEST SUCCESS。能帮忙看看原因吗？ 谢谢！ 以下是测试脚本：

# Copyright @ 2019 Alibaba. All rights reserved.
# Created by ruhuan on 2019.09.09
""" python demo usage about MNN API """
from __future__ import print_function
import numpy as np
import MNN
import cv2
def inference():
    """ inference mobilenet_v1 using a specific picture """
    interpreter = MNN.Interpreter("/Users/zhewei/Desktop/qbsearh_demo/app/src/main/assets/mobilenetv3_small_100_1209-157.mnn")
    session = interpreter.createSession()
    input_tensor = interpreter.getSessionInput(session)
    image = cv2.imread('/Users/zhewei/Desktop/project/qb_album/2state/data/self_validation/二维码/IMG_8345.PNG')
    #cv2 read as bgr format
    image = image[..., ::-1]
    #change to rgb format
    image = cv2.resize(image, (224, 224))
    #resize to mobile_net tensor size
    image = image - (103.94, 116.78, 123.68)
    image = image * (0.017, 0.017, 0.017)
    #preprocess it
    image = image.transpose((2, 0, 1))
    #change numpy data type as np.float32 to match tensor's format
    image = image.astype(np.float32)
    #cv2 read shape is NHWC, Tensor's need is NCHW,transpose it
    tmp_input = MNN.Tensor((1, 3, 224, 224), MNN.Halide_Type_Float,\
                    image, MNN.Tensor_DimensionType_Caffe)
    input_tensor.copyFrom(tmp_input)
    interpreter.runSession(session)
    output_tensor = interpreter.getSessionOutput(session)
    #constuct a tmp tensor and copy/convert in case output_tensor is nc4hw4
    tmp_output = MNN.Tensor((1, 1001), MNN.Halide_Type_Float, np.ones([1, 1001]).astype(np.float32), MNN.Tensor_DimensionType_Caffe)
    output_tensor.copyToHostTensor(tmp_output)
    print("expect 983")
    #print("output belong to class: {}".format(np.argmax(tmp_output.getData())))
    print("output belong to class: {}".format(tmp_output.getData()))
if __name__ == "__main__":
    inference()

平台(如果交叉编译请再附上交叉编译目标平台):

Platform(Include target platform as well if cross-compiling):

mac

Github版本: 最新拉取的版本

Github Version:

直接下载ZIP包请提供下载日期以及压缩包注释里的git版本(可通过7z l zip包路径命令并在输出信息中搜索Comment 获得，形如Comment = bc80b11110cd440aacdabbf59658d630527a7f2b)。 git clone请提供 git commit 第一行的commit id

Provide date (or better yet, git revision from the comment section of the zip. Obtainable using 7z l PATH/TO/ZIP and search for Comment in the output) if downloading source as zip,otherwise provide the first commit id from the output of git commit

编译方式:

Compiling Method

按照改网址方法编译：https://www.yuque.com/mnn/cn/cvrt_linux_mac

cd MNN/
./schema/generate.sh
mkdir build
cd build
cmake .. -DMNN_BUILD_CONVERTER=true && make -j4

编译日志:

Build Log:

执行 ./schema/generate.sh 的时候会有报错

*** building flatc ***
CMake Deprecation Warning at CMakeLists.txt:1 (cmake_minimum_required):
  Compatibility with CMake < 2.8.12 will be removed from a future version of
  CMake.

  Update the VERSION argument <min> value or use a ...<max> suffix to tell
  CMake that the project does not need compatibility with older versions.

-- The C compiler identification is AppleClang 12.0.5.12050022
-- The CXX compiler identification is AppleClang 12.0.5.12050022
-- Detecting C compiler ABI info
-- Detecting C compiler ABI info - done
-- Check for working C compiler: /Library/Developer/CommandLineTools/usr/bin/cc - skipped
-- Detecting C compile features
-- Detecting C compile features - done
-- Detecting CXX compiler ABI info
-- Detecting CXX compiler ABI info - done
-- Check for working CXX compiler: /Library/Developer/CommandLineTools/usr/bin/c++ - skipped
-- Detecting CXX compile features
-- Detecting CXX compile features - done
-- Looking for strtof_l
-- Looking for strtof_l - not found
fatal: 没有附注标签能描述 '82630820c04402e6282e7c717c4fc531c23808e2'。
然而，存在未附注标签：尝试 --tags。
-- Configuring done
-- Generating done
-- Build files have been written to: /Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/tmp
[  8%] Building CXX object CMakeFiles/flatc.dir/src/idl_parser.cpp.o
[  8%] Building CXX object CMakeFiles/flatc.dir/src/code_generators.cpp.o
[ 16%] Building CXX object CMakeFiles/flatc.dir/src/idl_gen_text.cpp.o
[ 16%] Building CXX object CMakeFiles/flatc.dir/src/reflection.cpp.o
[ 20%] Building CXX object CMakeFiles/flatc.dir/src/util.cpp.o
[ 25%] Building CXX object CMakeFiles/flatc.dir/src/idl_gen_cpp.cpp.o
[ 29%] Building CXX object CMakeFiles/flatc.dir/src/idl_gen_dart.cpp.o
In file included from /Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/src/idl_parser.cpp:23:
In file included from /Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/idl.h:25:
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1689:25: warning: definition of implicit copy constructor for 'TableKeyComparator<reflection::Object>' is deprecated because it has a user-declared copy assignment operator [-Wdeprecated-copy]
    TableKeyComparator &operator=(const TableKeyComparator &);
                        ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1704:27: note: in implicit copy constructor for 'flatbuffers::FlatBufferBuilder::TableKeyComparator<reflection::Object>' first required here
    std::sort(v, v + len, TableKeyComparator<T>(buf_));
                          ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1718:12: note: in instantiation of function template specialization 'flatbuffers::FlatBufferBuilder::CreateVectorOfSortedTables<reflection::Object>' requested here
    return CreateVectorOfSortedTables(data(*v), v->size());
           ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/src/idl_parser.cpp:2684:26: note: in instantiation of function template specialization 'flatbuffers::FlatBufferBuilder::CreateVectorOfSortedTables<reflection::Object>' requested here
  auto objs__ = builder_.CreateVectorOfSortedTables(&object_offsets);
                         ^
In file included from /Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/src/idl_parser.cpp:23:
In file included from /Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/idl.h:25:
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1689:25: warning: definition of implicit copy constructor for 'TableKeyComparator<reflection::Enum>' is deprecated because it has a user-declared copy assignment operator [-Wdeprecated-copy]
    TableKeyComparator &operator=(const TableKeyComparator &);
                        ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1704:27: note: in implicit copy constructor for 'flatbuffers::FlatBufferBuilder::TableKeyComparator<reflection::Enum>' first required here
    std::sort(v, v + len, TableKeyComparator<T>(buf_));
                          ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1718:12: note: in instantiation of function template specialization 'flatbuffers::FlatBufferBuilder::CreateVectorOfSortedTables<reflection::Enum>' requested here
    return CreateVectorOfSortedTables(data(*v), v->size());
           ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/src/idl_parser.cpp:2685:26: note: in instantiation of function template specialization 'flatbuffers::FlatBufferBuilder::CreateVectorOfSortedTables<reflection::Enum>' requested here
  auto enum__ = builder_.CreateVectorOfSortedTables(&enum_offsets);
                         ^
In file included from /Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/src/idl_parser.cpp:23:
In file included from /Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/idl.h:25:
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1689:25: warning: definition of implicit copy constructor for 'TableKeyComparator<reflection::Service>' is deprecated because it has a user-declared copy assignment operator [-Wdeprecated-copy]
    TableKeyComparator &operator=(const TableKeyComparator &);
                        ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1704:27: note: in implicit copy constructor for 'flatbuffers::FlatBufferBuilder::TableKeyComparator<reflection::Service>' first required here
    std::sort(v, v + len, TableKeyComparator<T>(buf_));
                          ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1718:12: note: in instantiation of function template specialization 'flatbuffers::FlatBufferBuilder::CreateVectorOfSortedTables<reflection::Service>' requested here
    return CreateVectorOfSortedTables(data(*v), v->size());
           ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/src/idl_parser.cpp:2688:26: note: in instantiation of function template specialization 'flatbuffers::FlatBufferBuilder::CreateVectorOfSortedTables<reflection::Service>' requested here
  auto serv__ = builder_.CreateVectorOfSortedTables(&service_offsets);
                         ^
In file included from /Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/src/idl_parser.cpp:23:
In file included from /Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/idl.h:25:
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1689:25: warning: definition of implicit copy constructor for 'TableKeyComparator<reflection::Field>' is deprecated because it has a user-declared copy assignment operator [-Wdeprecated-copy]
    TableKeyComparator &operator=(const TableKeyComparator &);
                        ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1704:27: note: in implicit copy constructor for 'flatbuffers::FlatBufferBuilder::TableKeyComparator<reflection::Field>' first required here
    std::sort(v, v + len, TableKeyComparator<T>(buf_));
                          ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1718:12: note: in instantiation of function template specialization 'flatbuffers::FlatBufferBuilder::CreateVectorOfSortedTables<reflection::Field>' requested here
    return CreateVectorOfSortedTables(data(*v), v->size());
           ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/src/idl_parser.cpp:2735:26: note: in instantiation of function template specialization 'flatbuffers::FlatBufferBuilder::CreateVectorOfSortedTables<reflection::Field>' requested here
  auto flds__ = builder->CreateVectorOfSortedTables(&field_offsets);
                         ^
In file included from /Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/src/idl_parser.cpp:23:
In file included from /Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/idl.h:25:
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1689:25: warning: definition of implicit copy constructor for 'TableKeyComparator<reflection::KeyValue>' is deprecated because it has a user-declared copy assignment operator [-Wdeprecated-copy]
    TableKeyComparator &operator=(const TableKeyComparator &);
                        ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1704:27: note: in implicit copy constructor for 'flatbuffers::FlatBufferBuilder::TableKeyComparator<reflection::KeyValue>' first required here
    std::sort(v, v + len, TableKeyComparator<T>(buf_));
                          ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/include/flatbuffers/flatbuffers.h:1718:12: note: in instantiation of function template specialization 'flatbuffers::FlatBufferBuilder::CreateVectorOfSortedTables<reflection::KeyValue>' requested here
    return CreateVectorOfSortedTables(data(*v), v->size());
           ^
/Users/zhewei/Desktop/MNN/3rd_party/flatbuffers/src/idl_parser.cpp:3004:21: note: in instantiation of function template specialization 'flatbuffers::FlatBufferBuilder::CreateVectorOfSortedTables<reflection::KeyValue>' requested here
    return builder->CreateVectorOfSortedTables(&attrs);
                    ^
[ 33%] Building CXX object CMakeFiles/flatc.dir/src/idl_gen_general.cpp.o
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5 warnings generated.
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*** cleaning up ***
*** generating fbs under default ***
*** done ***

执行 cmake .. -DMNN_BUILD_CONVERTER=true && make -j4的时候也会报错

-- The C compiler identification is AppleClang 12.0.5.12050022
-- The CXX compiler identification is AppleClang 12.0.5.12050022
-- The ASM compiler identification is Clang
-- Found assembler: /Library/Developer/CommandLineTools/usr/bin/cc
-- Detecting C compiler ABI info
-- Detecting C compiler ABI info - done
-- Check for working C compiler: /Library/Developer/CommandLineTools/usr/bin/cc - skipped
-- Detecting C compile features
-- Detecting C compile features - done
-- Detecting CXX compiler ABI info
-- Detecting CXX compiler ABI info - done
-- Check for working CXX compiler: /Library/Developer/CommandLineTools/usr/bin/c++ - skipped
-- Detecting CXX compile features
-- Detecting CXX compile features - done
-- Found PythonInterp: /usr/bin/python (found version "2.7.16")
--
-- 3.19.0.0
-- Looking for pthread.h
-- Looking for pthread.h - found
-- Performing Test CMAKE_HAVE_LIBC_PTHREAD
-- Performing Test CMAKE_HAVE_LIBC_PTHREAD - Success
-- Found Threads: TRUE
-- Performing Test protobuf_HAVE_BUILTIN_ATOMICS
-- Performing Test protobuf_HAVE_BUILTIN_ATOMICS - Success
-- Use Threadpool, forbid openmp
-- >>>>>>>>>>>>>
-- MNN BUILD INFO:
--  System: Darwin
--  Processor: x86_64
--  Metal: OFF
--  OpenCL: OFF
--  OpenGL: OFF
--  Vulkan: OFF
--  ARM82: OFF
--  oneDNN: OFF
--  TensorRT: OFF
--  CoreML: OFF
--  CUDA: OFF
--  OpenMP: OFF
--  BF16:
--  ThreadPool: ON
--  Hidden: TRUE
--  Model Auth: OFF
--  Build Path: /Users/zhewei/Desktop/MNN/build
-- x86_64: Open SSE
-- MNN_AVX512:OFF
-- Onnx:
-- Configuring done
-- Generating done
-- Build files have been written to: /Users/zhewei/Desktop/MNN/build
Scanning dependencies of target MNNAVXFMA
Scanning dependencies of target MNNAVX
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/Users/zhewei/Desktop/MNN/3rd_party/protobuf/src/google/protobuf/generated_message_tctable_impl.h:103:1: warning: function declared 'noreturn' should not return [-Winvalid-noreturn]
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/Users/zhewei/Desktop/MNN/3rd_party/protobuf/src/google/protobuf/generated_message_tctable_lite.cc:49:15: note: in instantiation of function template specialization 'google::protobuf::internal::AlignFail<4>' requested here
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In file included from /Users/zhewei/Desktop/MNN/3rd_party/protobuf/src/google/protobuf/generated_message_tctable_lite.cc:36:
/Users/zhewei/Desktop/MNN/3rd_party/protobuf/src/google/protobuf/generated_message_tctable_impl.h:103:1: warning: function declared 'noreturn' should not return [-Winvalid-noreturn]
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/Users/zhewei/Desktop/MNN/3rd_party/protobuf/src/google/protobuf/generated_message_tctable_lite.cc:50:15: note: in instantiation of function template specialization 'google::protobuf::internal::AlignFail<8>' requested here
template void AlignFail<8>(uintptr_t);
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In file included from /Users/zhewei/Desktop/MNN/3rd_party/protobuf/src/google/protobuf/generated_message_tctable_lite.cc:36:
/Users/zhewei/Desktop/MNN/3rd_party/protobuf/src/google/protobuf/generated_message_tctable_impl.h:103:1: warning: function declared 'noreturn' should not return [-Winvalid-noreturn]
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/Users/zhewei/Desktop/MNN/3rd_party/protobuf/src/google/protobuf/generated_message_tctable_impl.h:216:7: note: in instantiation of function template specialization 'google::protobuf::internal::AlignFail<1>' requested here
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/Users/zhewei/Desktop/MNN/3rd_party/protobuf/src/google/protobuf/generated_message_tctable_lite.cc:311:3: note: in instantiation of function template specialization 'google::protobuf::internal::TcParser::RefAt<bool>' requested here
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ld: warning: direct access in function 'onnx::TensorProto::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/OnnxClip.dir/source/onnx/generated/onnx.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'onnx::TensorProto::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/OnnxClip.dir/source/onnx/generated/onnx.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
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ld: warning: direct access in function 'MNN::Compression::LevelPrunerParams::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNCompress.dir/source/compression/generated/MNN_compression.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'MNN::Compression::LevelPrunerParams::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNCompress.dir/source/compression/generated/MNN_compression.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'MNN::Compression::SIMDOCPrunerParams::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNCompress.dir/source/compression/generated/MNN_compression.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'MNN::Compression::SIMDOCPrunerParams::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNCompress.dir/source/compression/generated/MNN_compression.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'std::__1::pair<google::protobuf::Map<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, tensorflow::AttrValue>::InnerMap::iterator_base<google::protobuf::MapPair<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, tensorflow::AttrValue> >, bool> google::protobuf::Map<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, tensorflow::AttrValue>::InnerMap::insert<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >&&)' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/TFGraphResolver.cpp.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'std::__1::pair<google::protobuf::Map<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, tensorflow::AttrValue>::InnerMap::iterator_base<google::protobuf::MapPair<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, tensorflow::AttrValue> >, bool> google::protobuf::Map<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, tensorflow::AttrValue>::InnerMap::insert<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const&>(std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const&)' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/TfModelOptimizer.cpp.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'TFModelOptimizer::RenameNodeInputs(tensorflow::GraphDef const&, std::__1::map<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, std::__1::less<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >, std::__1::allocator<std::__1::pair<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > > > > const&, std::__1::unordered_set<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, std::__1::hash<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >, std::__1::equal_to<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >, std::__1::allocator<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > > > const&, tensorflow::GraphDef*)' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/TfUtils.cpp.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'TFModelOptimizer::AddNodeInput(std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const&, tensorflow::NodeDef*)' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/TfUtils.cpp.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'tensorflow::AttrValue_ListValue::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/generated/attr_value.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'google::protobuf::internal::MapField<tensorflow::NameAttrList_AttrEntry_DoNotUse, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, tensorflow::AttrValue, (google::protobuf::internal::WireFormatLite::FieldType)9, (google::protobuf::internal::WireFormatLite::FieldType)11>::SyncRepeatedFieldWithMapNoLock() const' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/generated/attr_value.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<google::protobuf::RepeatedPtrField<google::protobuf::Message> >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(map_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'void google::protobuf::internal::RepeatedPtrFieldBase::AddAllocatedSlowWithCopy<google::protobuf::RepeatedPtrField<tensorflow::NameAttrList_AttrEntry_DoNotUse>::TypeHandler>(google::protobuf::RepeatedPtrField<tensorflow::NameAttrList_AttrEntry_DoNotUse>::TypeHandler::Type*, google::protobuf::Arena*, google::protobuf::Arena*)' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/generated/attr_value.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_delete_object<google::protobuf::MessageLite>(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(message.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'google::protobuf::internal::MapField<tensorflow::FunctionDef_RetEntry_DoNotUse, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, (google::protobuf::internal::WireFormatLite::FieldType)9, (google::protobuf::internal::WireFormatLite::FieldType)9>::SyncRepeatedFieldWithMapNoLock() const' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/generated/function.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<google::protobuf::RepeatedPtrField<google::protobuf::Message> >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(map_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'google::protobuf::internal::MapField<tensorflow::FunctionDef_AttrEntry_DoNotUse, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, tensorflow::AttrValue, (google::protobuf::internal::WireFormatLite::FieldType)9, (google::protobuf::internal::WireFormatLite::FieldType)11>::SyncRepeatedFieldWithMapNoLock() const' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/generated/function.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<google::protobuf::RepeatedPtrField<google::protobuf::Message> >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(map_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'std::__1::pair<google::protobuf::Map<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >::InnerMap::iterator_base<google::protobuf::MapPair<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > > >, bool> google::protobuf::Map<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >::InnerMap::insert<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const&>(std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const&)' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/generated/function.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'std::__1::pair<google::protobuf::Map<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >::InnerMap::iterator_base<google::protobuf::MapPair<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > > >, bool> google::protobuf::Map<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >::InnerMap::insert<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const&>(std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const&)' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/generated/function.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'void google::protobuf::internal::RepeatedPtrFieldBase::AddAllocatedSlowWithCopy<google::protobuf::RepeatedPtrField<tensorflow::FunctionDef_RetEntry_DoNotUse>::TypeHandler>(google::protobuf::RepeatedPtrField<tensorflow::FunctionDef_RetEntry_DoNotUse>::TypeHandler::Type*, google::protobuf::Arena*, google::protobuf::Arena*)' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/generated/function.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_delete_object<google::protobuf::MessageLite>(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(message.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'void google::protobuf::internal::RepeatedPtrFieldBase::AddAllocatedSlowWithCopy<google::protobuf::RepeatedPtrField<tensorflow::FunctionDef_AttrEntry_DoNotUse>::TypeHandler>(google::protobuf::RepeatedPtrField<tensorflow::FunctionDef_AttrEntry_DoNotUse>::TypeHandler::Type*, google::protobuf::Arena*, google::protobuf::Arena*)' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/generated/function.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_delete_object<google::protobuf::MessageLite>(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(message.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'tensorflow::NodeDef::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/generated/node_def.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'google::protobuf::internal::MapField<tensorflow::NodeDef_AttrEntry_DoNotUse, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> >, tensorflow::AttrValue, (google::protobuf::internal::WireFormatLite::FieldType)9, (google::protobuf::internal::WireFormatLite::FieldType)11>::SyncRepeatedFieldWithMapNoLock() const' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/generated/node_def.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<google::protobuf::RepeatedPtrField<google::protobuf::Message> >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(map_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'void google::protobuf::internal::RepeatedPtrFieldBase::AddAllocatedSlowWithCopy<google::protobuf::RepeatedPtrField<tensorflow::NodeDef_AttrEntry_DoNotUse>::TypeHandler>(google::protobuf::RepeatedPtrField<tensorflow::NodeDef_AttrEntry_DoNotUse>::TypeHandler::Type*, google::protobuf::Arena*, google::protobuf::Arena*)' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/generated/node_def.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_delete_object<google::protobuf::MessageLite>(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(message.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'tensorflow::TensorProto::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterTF.dir/source/tensorflow/generated/tensor.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'onnx::AttributeProto::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterONNX.dir/source/onnx/generated/onnx.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'onnx::NodeProto::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterONNX.dir/source/onnx/generated/onnx.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'onnx::NodeProto::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterONNX.dir/source/onnx/generated/onnx.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'onnx::TensorProto::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterONNX.dir/source/onnx/generated/onnx.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'onnx::TensorProto::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterONNX.dir/source/onnx/generated/onnx.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'onnx::TensorProto::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterONNX.dir/source/onnx/generated/onnx.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'onnx::TensorProto::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterONNX.dir/source/onnx/generated/onnx.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'caffe::NetParameter::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterCaffe.dir/source/caffe/generated/caffe.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'caffe::SolverParameter::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterCaffe.dir/source/caffe/generated/caffe.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'caffe::NetState::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterCaffe.dir/source/caffe/generated/caffe.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'caffe::NetStateRule::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterCaffe.dir/source/caffe/generated/caffe.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'caffe::NetStateRule::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterCaffe.dir/source/caffe/generated/caffe.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'caffe::LayerParameter::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterCaffe.dir/source/caffe/generated/caffe.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'caffe::LayerParameter::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterCaffe.dir/source/caffe/generated/caffe.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'caffe::V1LayerParameter::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterCaffe.dir/source/caffe/generated/caffe.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'caffe::V1LayerParameter::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterCaffe.dir/source/caffe/generated/caffe.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
ld: warning: direct access in function 'caffe::V1LayerParameter::_InternalParse(char const*, google::protobuf::internal::ParseContext*)' from file 'CMakeFiles/MNNConverterCaffe.dir/source/caffe/generated/caffe.pb.cc.o' to global weak symbol 'void google::protobuf::internal::arena_destruct_object<std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > >(void*)' from file '../../3rd_party/protobuf/cmake/libprotobuf.a(repeated_field.cc.o)' means the weak symbol cannot be overridden at runtime. This was likely caused by different translation units being compiled with different visibility settings.
[ 99%] Built target MNNConvertDeps
[ 99%] Building CXX object tools/converter/CMakeFiles/TestConvertResult.dir/source/TestConvertResult.cpp.o
[ 99%] Building CXX object tools/converter/CMakeFiles/MNNConvert.dir/source/MNNConverter.cpp.o
[ 99%] Building CXX object tools/converter/CMakeFiles/TestPassManager.dir/source/TestPassManager.cpp.o
[100%] Linking CXX executable ../../MNNConvert
[100%] Built target MNNConvert
[100%] Linking CXX executable ../../TestConvertResult
[100%] Built target TestConvertResult
[100%] Linking CXX executable ../../TestPassManager
[100%] Built target TestPassManager

[jxt1234]

应该是 pymnn 与 C++ 版本不一致，等新的pymnn 发布或者参考 pymnn/INSTALL.md 自行编译