Setting tensorflow source path in Windows

[lunasdejavu]

I use anaconda and establish the virtual environment 3.6.3 tensorflow 1.12 with GPU

can you tell me where to set all the paths?

(venv) C:\lib\tensorflow-cmake\custom_op\user_ops>cmake .
CMake Warning at C:/lib/tensorflow-cmake/cmake/modules/FindTensorFlow.cmake:50 (message):
  This FindTensorflow.cmake is not tested on WIN32

  Please report if this works

  https://github.com/PatWie/tensorflow-cmake
Call Stack (most recent call first):
  CMakeLists.txt:11 (find_package)


-- Detecting TensorFlow using python3 (use -DPYTHON_EXECUTABLE=... otherwise)
CMake Error at C:/lib/tensorflow-cmake/cmake/modules/FindTensorFlow.cmake:71 (message):
  Detecting TensorFlow info - failed

   Did you installed TensorFlow?
Call Stack (most recent call first):
  CMakeLists.txt:11 (find_package)

[PatWie]

I do not use Windows, that's why it states

Please report if this works

Detecting TensorFlow info is done via a python call. Please change the line

tensorflow-cmake/cmake/modules/FindTensorFlow.cmake

Line 65 in 6759705

COMMAND ${PYTHON_EXECUTABLE} -c "import tensorflow as tf; print(tf.__version__); print(tf.__cxx11_abi_flag__); print(tf.sysconfig.get_include()); print(tf.sysconfig.get_lib() + '/libtensorflow_framework.so')"

replace PYTHON_EXECUTABLE with the binary to your python path and please report back if that works or not.

[MiguelAlgaba]

I also wanted to try it on Windows 10 with Visual Studio 2017, however I'm facing a similar issue.

First I built Tensorflow from source to have the C and C++ APIs using the following steps

• Install Python 3.7.0 (https://www.python.org/downloads/windows/)

  • Select "pip" as an optional feature
  • Select "Add Python to environment variables" as advanced option

• Install the Tensorflow pip packaged dependencies
  pip3 install six numpy wheel
  pip3 install keras_applications==1.0.6 --no-deps
  pip3 install keras_preprocessing==1.0.5 --no-deps

• Install MSYS2 shell (http://www.msys2.org/)
  pacman -Syu
  pacman -Su

• Install Bazel 0.24.1 (https://docs.bazel.build/versions/master/install-windows.html)

  • Download bazel-0.24.1-windows-x86_64.exe
  • Rename it to bazel.exe
  • Move bazel.exe to c:\bazel (c:\bazel\bazel.exe)
  • Add c:\bazel to the user variables PATH
  • Add C:\msys64\usr\bin to user variables PATH
  • Add C:\msys64\usr\bin\bash.exe to a new BAZEL_SH user variable

• Open MSYS2 and run
  pacman -S git patch unzip

• Download Tensorflow source code
  git clone https://github.com/tensorflow/tensorflow.git

• Configure Tensorflow build
  cd tensorflow
  python ./configure.py (I left the default settings)

• Build the Tensorflow libraries
  bazel build --config=opt //tensorflow/tools/pip_package:build_pip_package
  bazel build -c opt ///tensorflow:libtensorflow.so
  bazel build -c opt ///tensorflow:libtensorflow_cc.so
  bazel-bin/tensorflow/tools/pip_package/build_pip_package C:/tmp/tensorflow_pkg

• Install the Tensorflow package
  pip3 install /c/tmp/tensorflow_pkg/tensorflow-1.13.1-cp37-cp37m-win_amd64.whl

At this point I also checked Tensorflow Python APIs worked running a small python script creating a Tensor

Then I wanted to try the tensorflow-cmake/inference example, so I first exported the model running

       git clone https://github.com/PatWie/tensorflow-cmake
       cd tensorflow-cmake/inference
       python python/inference.py

However when trying to configure the project with CMake I get this error

cmake .                                                                                                 -- Building for: Visual Studio 15 2017                                                                    -- The C compiler identification is MSVC 19.14.26433.0                                                    -- The CXX compiler identification is MSVC 19.14.26433.0                                                  -- Check for working C compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Community/VC/Tools/M SVC/14.14.26428/bin/Hostx86/x86/cl.exe                                                                    -- Check for working C compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Community/VC/Tools/M SVC/14.14.26428/bin/Hostx86/x86/cl.exe -- works                                                           -- Detecting C compiler ABI info                                                                          -- Detecting C compiler ABI info - done                                                                   -- Detecting C compile features                                                                           -- Detecting C compile features - done                                                                    -- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Community/VC/Tools /MSVC/14.14.26428/bin/Hostx86/x86/cl.exe                                                                  -- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Community/VC/Tools /MSVC/14.14.26428/bin/Hostx86/x86/cl.exe -- works                                                         -- Detecting CXX compiler ABI info                                                                        -- Detecting CXX compiler ABI info - done                                                                 -- Detecting CXX compile features                                                                         -- Detecting CXX compile features - done                                                                  CMake Warning at C:/Users/migue_8d3inso/Development/tensorflow-cmake/cmake/modules/FindTensorFlow.cmake:5 0 (message):                                                                                                This FindTensorflow.cmake is not tested on WIN32                                                                                                                                                                    Please report if this works                                                                                                                                                                                         https://github.com/PatWie/tensorflow-cmake                                                              Call Stack (most recent call first):                                                                        CMakeLists.txt:6 (find_package)                                                                                                                                                                                                                                                                                             -- Detecting TensorFlow using python3 (use -DPYTHON_EXECUTABLE=... otherwise)                             CMake Error at C:/Users/migue_8d3inso/Development/tensorflow-cmake/cmake/modules/FindTensorFlow.cmake:71  (message):                                                                                                  Detecting TensorFlow info - failed                                                                                                                                                                                   Did you installed TensorFlow?                                                                          Call Stack (most recent call first):                                                                        CMakeLists.txt:6 (find_package)                                                                                                                                                                                                                                                                                             -- Configuring incomplete, errors occurred!                                                               See also "C:/Users/migue_8d3inso/Development/tensorflow-cmake/inference/cc/CMakeFiles/CMakeOutput.log".

Do you have some ideas on how to adjust FindTensorflow.cmake to make it work on Windows?

Thanks in advance!

[PatWie]

Have you tried

cmake . use -DPYTHON_EXECUTABLE=Path/to/python.exe

Python is required to find the TF library as this might be easier than typing the paths by hand.
I probably need a fallback option allowing users to specify the parts manually.

Cmake really tries to run

python -c "import tensorflow as tf; print(tf.__version__); print(tf.__cxx11_abi_flag__); print(tf.sysconfig.get_include()); print(tf.sysconfig.get_lib() + '/libtensorflow_framework.so')"

and DPYTHON_EXECUTABLE should point to the correct python binary.

[SiyingZhai]

@PatWie I tried on Windows 10 with conda virtualenv with
cmake -A x64 . -DPYTHON_EXECUTABLE=D:\app\anaconda\envs\tf110\python
and got

-- Building for: Visual Studio 14 2015
-- Selecting Windows SDK version  to target Windows 10.0.17134.
-- The C compiler identification is MSVC 19.0.24215.1
-- The CXX compiler identification is MSVC 19.0.24215.1
-- Check for working C compiler: C:/Program Files (x86)/Microsoft Visual Studio 14.0/VC/bin/x86_amd64/cl.exe
-- Check for working C compiler: C:/Program Files (x86)/Microsoft Visual Studio 14.0/VC/bin/x86_amd64/cl.exe -- works
-- Detecting C compiler ABI info
-- Detecting C compiler ABI info - done
-- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio 14.0/VC/bin/x86_amd64/cl.exe
-- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio 14.0/VC/bin/x86_amd64/cl.exe -- works
-- Detecting CXX compiler ABI info
-- Detecting CXX compiler ABI info - done
-- Detecting CXX compile features
-- Detecting CXX compile features - done
CMake Warning at D:/sin/tensorflow-cmake-master/cmake/modules/FindTensorFlow.cmake:50 (message):
  This FindTensorflow.cmake is not tested on WIN32

  Please report if this works

  https://github.com/PatWie/tensorflow-cmake
Call Stack (most recent call first):
  CMakeLists.txt:11 (find_package)


-- Detecting TensorFlow using D:\app\anaconda\envs\tf110\python (use -DPYTHON_EXECUTABLE=... otherwise)
-- Detecting TensorFlow info - done
-- Found TensorFlow: (found appropriate version "1.10.0")
-- TensorFlow-ABI is 0
-- TensorFlow-INCLUDE_DIR is D:\app\anaconda\envs\tf110\lib\site-packages\tensorflow\include
-- TensorFlow-LIBRARY is D:\app\anaconda\envs\tf110\lib\site-packages\tensorflow/libtensorflow_framework.so
-- No TensorFlow-CC-LIBRARY detected
-- TensorFlow-SOURCE-DIRECTORY is C:/tensorflow
-- Found TENSORFLOW: D:\app\anaconda\envs\tf110\lib\site-packages\tensorflow/libtensorflow_framework.so (found version "1.10.0")
-- Found CUDA: C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v9.0 (found suitable version "9.0", minimum required is "9")
-- will build custom TensorFlow operation "matrix_add" (CPU+GPU)
-- Configuring done
-- Generating done
-- Build files have been written to: D:/sin/tensorflow-cmake-master/custom_op/user_ops

Then I build it with MSBuild /p:Configuration=Release matrix_add_op.vcxproj
But got error message

(CustomBuild object) ->
  D:/app/anaconda/envs/tf110/lib/site-packages/tensorflow/include\tensorflow/core/util/cuda_device_functions.h(32): 
fatal error C1083: Cannot open include file: 'cuda/include/cuda.h': No such file or directory [D:\sin\tensorflow-cmake-m
aster\custom_op\user_ops\matrix_add_op_cu.vcxproj]

Do you have any idea to solve this problem?
Thanks in advance!

[PatWie]

CUDA must be installed on your machine. I have to admit I never did CUDA stuff on Windows. Did you followed something like
https://docs.nvidia.com/cuda/cuda-installation-guide-microsoft-windows/index.html
to install CUDA?
Did you compile a CUDA program before under Windows?

[SiyingZhai]

@PatWie Thanks a lot for your reply!
I actually installed CUDA 9.0, furthermore, as the message displayed above, it found the CUDA path
-- Found CUDA: C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v9.0 (found suitable version "9.0", minimum required is "9")
I compiled tensorflow-gpu 1.8 on this machine with cmake long ago.

[PatWie]

Please refer to the TensorFlow issue:
tensorflow/tensorflow#15002 (comment)

You should locate the file:

Option A

The file C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v9.0/cuda/include/cuda.h exists

I already mentioned the exact same issue there. One workaround is to add the line

include_directories(SYSTEM "C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v9.0") 

below

tensorflow-cmake/custom_op/user_ops/CMakeLists.txt

Line 23 in dc0b4ee

include_directories(SYSTEM "kernels")

Option B

The file include/cuda.h but is it not the path cuda/include/cuda.h. Then you need to either make a symbolic link such that
my/symbolic/link/cuda/include/cuda.h
exists and you write

include_directories(SYSTEM "my/symbolic/link") 

Or you just copy the missing files.

Please report back, that I can try to hack a workaround for Windows.

[MiguelAlgaba]

@PatWie I also tried using

cd cc
export TENSORFLOW_BUILD_DIR=~/Development/tensorflow-build
export TENSORFLOW_SOURCE_DIR=~/Development/tensorflow
cmake -G "Visual Studio 15 2017 Win64" . -DPYTHON_EXECUTABLE=/c/Users/migue_8d3inso/AppData/Local/Programs/Python/Python37/python

However CMake fails with the following output

$ cmake -G "Visual Studio 15 2017 Win64" . -DPYTHON_EXECUTABLE=/c/Users/migue_8d3inso/AppData/Local/Programs/Python/Python37/p                                                      ython                                                                                                                                                                               -- The C compiler identification is MSVC 19.14.26433.0                                                                                                                              -- The CXX compiler identification is MSVC 19.14.26433.0                                                                                                                            -- Check for working C compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Community/VC/Tools/MSVC/14.14.26428/bin/H                                                      ostx86/x64/cl.exe                                                                                                                                                                   -- Check for working C compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Community/VC/Tools/MSVC/14.14.26428/bin/H                                                      ostx86/x64/cl.exe -- works                                                                                                                                                          -- Detecting C compiler ABI info                                                                                                                                                    -- Detecting C compiler ABI info - done                                                                                                                                             -- Detecting C compile features                                                                                                                                                     -- Detecting C compile features - done                                                                                                                                              -- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Community/VC/Tools/MSVC/14.14.26428/bin                                                      /Hostx86/x64/cl.exe                                                                                                                                                                 -- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Community/VC/Tools/MSVC/14.14.26428/bin                                                      /Hostx86/x64/cl.exe -- works                                                                                                                                                        -- Detecting CXX compiler ABI info                                                                                                                                                  -- Detecting CXX compiler ABI info - done                                                                                                                                           -- Detecting CXX compile features                                                                                                                                                   -- Detecting CXX compile features - done                                                                                                                                            CMake Warning at C:/Users/migue_8d3inso/Development/tensorflow-cmake/cmake/modules/FindTensorFlow.cmake:50 (message):                                                                 This FindTensorflow.cmake is not tested on WIN32                                                                                                                                                                                                                                                                                                                        Please report if this works                                                                                                                                                                                                                                                                                                                                             https://github.com/PatWie/tensorflow-cmake                                                                                                                                        Call Stack (most recent call first):                                                                                                                                                  CMakeLists.txt:6 (find_package)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           -- Detecting TensorFlow using C:/Users/migue_8d3inso/AppData/Local/Programs/Python/Python37/python (use -DPYTHON_EXECUTABLE=..                                                      . otherwise)                                                                                                                                                                        -- Detecting TensorFlow info - done                                                                                                                                                 -- Found TensorFlow: (found appropriate version "1.13.1")                                                                                                                           -- TensorFlow-ABI is 0                                                                                                                                                              -- TensorFlow-INCLUDE_DIR is C:\Users\migue_8d3inso\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\includ                                                      e                                                                                                                                                                                   -- TensorFlow-LIBRARY is C:\Users\migue_8d3inso\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow/libtensorf                                                      low_framework.so                                                                                                                                                                    -- No TensorFlow-CC-LIBRARY detected                                                                                                                                                -- TensorFlow-SOURCE-DIRECTORY is C:/Users/migue_8d3inso/Development/tensorflow                                                                                                     -- Found TENSORFLOW: C:\Users\migue_8d3inso\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow/libtensorflow_                                                      framework.so (found version "1.13.1")                                                                                                                                               CMake Error at C:/Users/migue_8d3inso/Development/tensorflow-cmake/cmake/modules/FindTensorFlow.cmake:222 (message):                                                                  Project requires libtensorflow_cc.so, please specify the path in ENV-VAR                                                                                                            'TENSORFLOW_BUILD_DIR'                                                                                                                                                            Call Stack (most recent call first):                                                                                                                                                  CMakeLists.txt:13 (TensorFlow_REQUIRE_C_LIBRARY)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          -- Configuring incomplete, errors occurred!                                                                                                                                         See also "C:/Users/migue_8d3inso/Development/tensorflow-cmake/inference/cc/CMakeFiles/CMakeOutput.log".
--

Note that it says it cannot find libtensorflow_cc.so within the TENSORFLOW_BUILD_DIR, however I checked the libraries are there

[SiyingZhai]

@PatWie I really appreciate your patience.
After solving include problem above, now I get linking errors as below:

 matrix_add_op_cu_generated_matrix_add_kernel_gpu.cu.cc.obj : error LNK2019: unresolved external symbol "public: __cdecl tensorflow::internal::LogMessageFatal::LogMessageFatal(char const *,int)" (??0LogMessageFatal@internal@tensorflow@
@QEAA@PEBDH@Z) referenced in function "private: void __cdecl tensorflow::Tensor::FillDimsAndValidateCompatibleShape<1>(class tensorflow::gtl::ArraySlice<__int64>,class Eigen::array<__int64,1> *)const " (??$FillDimsAndValidateCompatibleS
hape@$00@Tensor@tensorflow@@AEBAXV?$ArraySlice@_J@gtl@1@PEAV?$array@_J$00@Eigen@@@Z) [D:\sin\tensorflow-cmake-master\custom_op\user_ops\matrix_add_op_cu.vcxproj]
  matrix_add_op_cu_generated_matrix_add_kernel_gpu.cu.cc.obj : error LNK2019: unresolved external symbol "public: virtual __cdecl tensorflow::internal::LogMessageFatal::~LogMessageFatal(void)" (??1LogMessageFatal@internal@tensorflow@@UE
AA@XZ) referenced in function "private: void __cdecl tensorflow::Tensor::FillDimsAndValidateCompatibleShape<1>(class tensorflow::gtl::ArraySlice<__int64>,class Eigen::array<__int64,1> *)const " (??$FillDimsAndValidateCompatibleShape@$00
@Tensor@tensorflow@@AEBAXV?$ArraySlice@_J@gtl@1@PEAV?$array@_J$00@Eigen@@@Z) [D:\sin\tensorflow-cmake-master\custom_op\user_ops\matrix_add_op_cu.vcxproj]
  matrix_add_op_cu_generated_matrix_add_kernel_gpu.cu.cc.obj : error LNK2019: unresolved external symbol "public: __cdecl tensorflow::internal::CheckOpMessageBuilder::CheckOpMessageBuilder(char const *)" (??0CheckOpMessageBuilder@intern
al@tensorflow@@QEAA@PEBD@Z) referenced in function "private: void __cdecl tensorflow::Tensor::FillDimsAndValidateCompatibleShape<1>(class tensorflow::gtl::ArraySlice<__int64>,class Eigen::array<__int64,1> *)const " (??$FillDimsAndValida
teCompatibleShape@$00@Tensor@tensorflow@@AEBAXV?$ArraySlice@_J@gtl@1@PEAV?$array@_J$00@Eigen@@@Z) [D:\sin\tensorflow-cmake-master\custom_op\user_ops\matrix_add_op_cu.vcxproj]
  matrix_add_op_cu_generated_matrix_add_kernel_gpu.cu.cc.obj : error LNK2019: unresolved external symbol "public: __cdecl tensorflow::internal::CheckOpMessageBuilder::~CheckOpMessageBuilder(void)" (??1CheckOpMessageBuilder@internal@tens
orflow@@QEAA@XZ) referenced in function "private: void __cdecl tensorflow::Tensor::FillDimsAndValidateCompatibleShape<1>(class tensorflow::gtl::ArraySlice<__int64>,class Eigen::array<__int64,1> *)const " (??$FillDimsAndValidateCompatibl
eShape@$00@Tensor@tensorflow@@AEBAXV?$ArraySlice@_J@gtl@1@PEAV?$array@_J$00@Eigen@@@Z) [D:\sin\tensorflow-cmake-master\custom_op\user_ops\matrix_add_op_cu.vcxproj]
  matrix_add_op_cu_generated_matrix_add_kernel_gpu.cu.cc.obj : error LNK2019: unresolved external symbol "public: class std::basic_ostream<char,struct std::char_traits<char> > * __cdecl tensorflow::internal::CheckOpMessageBuilder::ForVa
r2(void)" (?ForVar2@CheckOpMessageBuilder@internal@tensorflow@@QEAAPEAV?$basic_ostream@DU?$char_traits@D@std@@@std@@XZ) referenced in function "private: void __cdecl tensorflow::Tensor::FillDimsAndValidateCompatibleShape<1>(class tensor
flow::gtl::ArraySlice<__int64>,class Eigen::array<__int64,1> *)const " (??$FillDimsAndValidateCompatibleShape@$00@Tensor@tensorflow@@AEBAXV?$ArraySlice@_J@gtl@1@PEAV?$array@_J$00@Eigen@@@Z) [D:\sin\tensorflow-cmake-master\custom_op\user
_ops\matrix_add_op_cu.vcxproj]
  matrix_add_op_cu_generated_matrix_add_kernel_gpu.cu.cc.obj : error LNK2019: unresolved external symbol "public: class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> > * __cdecl tensorflow::internal::Ch
eckOpMessageBuilder::NewString(void)" (?NewString@CheckOpMessageBuilder@internal@tensorflow@@QEAAPEAV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@XZ) referenced in function "private: void __cdecl tensorflow::Tensor::Fill
DimsAndValidateCompatibleShape<1>(class tensorflow::gtl::ArraySlice<__int64>,class Eigen::array<__int64,1> *)const " (??$FillDimsAndValidateCompatibleShape@$00@Tensor@tensorflow@@AEBAXV?$ArraySlice@_J@gtl@1@PEAV?$array@_J$00@Eigen@@@Z)
[D:\sin\tensorflow-cmake-master\custom_op\user_ops\matrix_add_op_cu.vcxproj]
  matrix_add_op_cu_generated_matrix_add_kernel_gpu.cu.cc.obj : error LNK2019: unresolved external symbol "char const * __cdecl tensorflow::core::GetVarint32PtrFallback(char const *,char const *,unsigned int *)" (?GetVarint32PtrFallback@
core@tensorflow@@YAPEBDPEBD0PEAI@Z) referenced in function "char const * __cdecl tensorflow::core::GetVarint32Ptr(char const *,char const *,unsigned int *)" (?GetVarint32Ptr@core@tensorflow@@YAPEBDPEBD0PEAI@Z) [D:\sin\tensorflow-cmake-m
aster\custom_op\user_ops\matrix_add_op_cu.vcxproj]
  matrix_add_op_cu_generated_matrix_add_kernel_gpu.cu.cc.obj : error LNK2019: unresolved external symbol "class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> > __cdecl tensorflow::strings::StrCat(class
tensorflow::strings::AlphaNum const &)" (?StrCat@strings@tensorflow@@YA?AV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@AEBVAlphaNum@12@@Z) referenced in function "class tensorflow::Status __cdecl tensorflow::errors::Inte
rnal<char const *>(char const *)" (??$Internal@PEBD@errors@tensorflow@@YA?AVStatus@1@PEBD@Z) [D:\sin\tensorflow-cmake-master\custom_op\user_ops\matrix_add_op_cu.vcxproj]
  matrix_add_op_cu_generated_matrix_add_kernel_gpu.cu.cc.obj : error LNK2019: unresolved external symbol "public: __cdecl tensorflow::Status::Status(enum tensorflow::error::Code,class tensorflow::StringPiece)" (??0Status@tensorflow@@QEA
A@W4Code@error@1@VStringPiece@1@@Z) referenced in function "class tensorflow::Status __cdecl tensorflow::errors::Internal<char const *>(char const *)" (??$Internal@PEBD@errors@tensorflow@@YA?AVStatus@1@PEBD@Z) [D:\sin\tensorflow-cmake-m
aster\custom_op\user_ops\matrix_add_op_cu.vcxproj]
  matrix_add_op_cu_generated_matrix_add_kernel_gpu.cu.cc.obj : error LNK2019: unresolved external symbol "private: void __cdecl tensorflow::Tensor::CheckType(enum tensorflow::DataType)const " (?CheckType@Tensor@tensorflow@@AEBAXW4DataTy
pe@2@@Z) referenced in function "public: class Eigen::TensorMap<class Eigen::Tensor<int const ,1,1,__int64>,16,struct Eigen::MakePointer> __cdecl tensorflow::Tensor::shaped<int,1>(class tensorflow::gtl::ArraySlice<__int64>)const " (??$s
haped@H$00@Tensor@tensorflow@@QEBA?AV?$TensorMap@V?$Tensor@$$CBH$00$00_J@Eigen@@$0BA@UMakePointer@2@@Eigen@@V?$ArraySlice@_J@gtl@1@@Z) [D:\sin\tensorflow-cmake-master\custom_op\user_ops\matrix_add_op_cu.vcxproj]
  matrix_add_op_cu_generated_matrix_add_kernel_gpu.cu.cc.obj : error LNK2019: unresolved external symbol "private: void __cdecl tensorflow::Tensor::CheckTypeAndIsAligned(enum tensorflow::DataType)const " (?CheckTypeAndIsAligned@Tensor@t
ensorflow@@AEBAXW4DataType@2@@Z) referenced in function "public: class Eigen::TensorMap<class Eigen::Tensor<int,1,1,__int64>,16,struct Eigen::MakePointer> __cdecl tensorflow::Tensor::flat<int>(void)" (??$flat@H@Tensor@tensorflow@@QEAA?A
V?$TensorMap@V?$Tensor@H$00$00_J@Eigen@@$0BA@UMakePointer@2@@Eigen@@XZ) [D:\sin\tensorflow-cmake-master\custom_op\user_ops\matrix_add_op_cu.vcxproj]
  matrix_add_op_cu_generated_matrix_add_kernel_gpu.cu.cc.obj : error LNK2019: unresolved external symbol "public: void __cdecl tensorflow::OpKernelContext::SetStatus(class tensorflow::Status const &)" (?SetStatus@OpKernelContext@tensorf
low@@QEAAXAEBVStatus@2@@Z) referenced in function "public: static void __cdecl tensorflow::functor::MatrixAddFunctor<struct Eigen::GpuDevice,int>::launch(class tensorflow::OpKernelContext *,class tensorflow::Tensor const &,class tensorf
low::Tensor const &,class tensorflow::Tensor *,int)" (?launch@?$MatrixAddFunctor@UGpuDevice@Eigen@@H@functor@tensorflow@@SAXPEAVOpKernelContext@3@AEBVTensor@3@1PEAV53@H@Z) [D:\sin\tensorflow-cmake-master\custom_op\user_ops\matrix_add_op
_cu.vcxproj]
  D:\sin\tensorflow-cmake-master\custom_op\user_ops\Release\matrix_add_op_cu.dll : fatal error LNK1120: 12 unresolved externals [D:\sin\tensorflow-cmake-master\custom_op\user_ops\matrix_add_op_cu.vcxproj]

I find a similar problem solution here but I don't know how to adapt it in this situation, could you help me with this?