marian/vs

Build Marian on Windows with GPU support

Install prerequisites

The following SDK are required to build Marian with GPU support

• Cuda 9.2+

  • Base installer
  • Patches

• CuDNN 7.1+

  • Requires nVidia Developper account

• MKL

Patch some files

CUDA: Unsupported Visual Studio Version Error

From nVidia forum

The latest versions of Visual Studio 2017 are not officially supported by CUDA. Two fixes are proposed:

• Downgrade Visual Studio to a supported version

• Edit the file <CUDA install path>\include\crt\host_config.h and change the line 131:

  131     #if _MSC_VER < 1600 || _MSC_VER > 1914
  

  into:

  131     #if _MSC_VER < 1600 || _MSC_VER > 1915
  

Configure

• Run configure.bat

Build

• Run build.bat

Changes from the master branch

This part gives more information on the changes done.

1. Fix Cuda error : Unsupported Visual Studio Version Error
   See above for justification and fixes

2. Fix VS compiler flags / Build in Release, with improved debug info
   Github Link
   Added VS specific compile and link flags

3. Fix Warning: D9002: ignoring unknown option '-m64'
   Github Link
   This one is related to a compiler flag added while finding the package MKL that does not exists for MS compiler.

4. Fix marian::Backendn marian::cpu::Beckend and marian::gpu::Backend conflicts
   Github Link
   There were name conflicts between the 3 Backend classes that confused the compiler:

   template instantiation resulted in unexpected function type of "type" (the meaning of a name may have changed since the template declaration -- the type of the template is "type") .

   I renamed the CPU and GPU as cpuBackend and gpuBackend.

5. Fix error : identifier "CUDA_FLT_MAX" is undefined in device code
   Github Link
   CUDA_FLT_MAX is not seen from the device and I had to declare it as __constant__.

   From StackOverflow:

   Undecorated constants get compiled into both host and device code with gcc based toolchains, but not with the Microsoft compiler.

6. Fix fatal error C1019: unexpected #else
   Github Link
   There was preprocessor instructions (#ifdef ... #else ... #endif) in the middle of a call of a macro function (CUDNN_CALL), which is not allowed with MS compiler.

7. Fix mismatched class/struct forward declarations
   Github Link
   Microsoft's C++ name mangling makes a distinction between class and struct objects, so definitions and forward declaration must match.
   See this pdf, page 27, for more information.

8. Fix unresolved external due to a removed #include directive
   Github Link
   An #include directive was specifically removed for MSVC compiler.

9. Fix CUDA+MSVC incompatibility with Boost.Preprocessor
   The toolchain nvcc+msvc is not correctly handled in Boost.Preprocessor module. See this issue. In the meantime, the recommended workaround is to disable Variadic Macro support in Boost.