[HDK] Create a NanoVDB grid using a Cuda Device Buffer ?

Forums Technical Discussion [HDK] Create a NanoVDB grid using a Cuda Device Buffer ?

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ZephirFX: Member; 29 posts; Joined: 4月 2017; Offline

2024年8月2日 15:42

Hey folks, I'm struggling with some linker issues when trying to initialize a NanoVDB Grid or even convert a OpenVDB Grid to NanoVDB using a

nanovdb::CudaDeviceBuffer

instead of a

nanovdb::HostBuffer

My project is Open Source if anyone has time to dive in : https://github.com/ZephirFXEC/HNanoSolver [github.com]

Otherwise, here's some more details :
I'm following this example : https://github.com/AcademySoftwareFoundation/openvdb/tree/master/nanovdb/nanovdb/examples/ex_openvdb_to_nanovdb_cuda [github.com]

There's my code to first convert a regular GridCPtr to a const openvdb::FloatGrid then to a NanoVDB grid :

const auto densityFloatGrid = openvdb::gridConstPtrCast<openvdb::FloatGrid>(density);
// Converts the OpenVDB to NanoVDB and returns a GridHandle that uses CUDA for memory management.
auto handle = nanovdb::createNanoGrid<openvdb::FloatGrid, float, nanovdb::CudaDeviceBuffer>(*densityFloatGrid);

Where this line to convert throws this linking error :

error LNK2019: unresolved external symbol "public: __cdecl nanovdb::GridHandle<class nanovdb::CudaDeviceBuffer>::GridHandle<class nanovdb::CudaDeviceBuffer><class nanovdb::CudaDeviceBuffer,0>(class nanovdb::CudaDeviceBuffer &&)" (??$?0VCudaDeviceBuffer@nanovdb@@$0A@@?$GridHandle@VCudaDeviceBuffer@nanovdb@@@nanovdb@@QEAA@$$QEAVCudaDeviceBuffer@1@@Z) referenced in function "private: class nanovdb::GridHandle<class nanovdb::CudaDeviceBuffer> __cdecl nanovdb::CreateNanoGrid<class openvdb::v11_0_sesi::Grid<class openvdb::v11_0_sesi::tree::Tree<class openvdb::v11_0_sesi::tree::RootNode<class openvdb::v11_0_sesi::tree::InternalNode<class openvdb::v11_0_sesi::tree::InternalNode<class openvdb::v11_0_sesi::tree::LeafNode<float,3>,4>,5> > > > >::initHandle<float,class nanovdb::CudaDeviceBuffer>(class nanovdb::CudaDeviceBuffer const &)" (??$initHandle@MVCudaDeviceBuffer@nanovdb@@@?$CreateNanoGrid@V?$Grid@V?$Tree@V?$RootNode@V?$InternalNode@V?$InternalNode@V?$LeafNode@M$02@tree@v11_0_sesi@openvdb@@$03@tree@v11_0_sesi@openvdb@@$04@tree@v11_0_sesi@openvdb@@@tree@v11_0_sesi@openvdb@@@tree@v11_0_sesi@openvdb@@@v11_0_sesi@openvdb@@@nanovdb@@AEAA?AV?$GridHandle@VCudaDeviceBuffer@nanovdb@@@1@AEBVCudaDeviceBuffer@1@@Z)

The same code works when using a nanovdb::HostBuffer.

I tried linking with every Cuda & Houdini Lib without success. I hope someone can help !

Thanks

Edited by ZephirFX - 2024年8月2日 15:47:01

Enzo C.
https://www.linkedin.com/in/enzocrema/ [www.linkedin.com]


edward: Member; 7899 posts; Joined: 7月 2005; Offline

2024年8月2日 21:08

Does that example work by itself on Windows? That error doesn't seem related to the HDK.


ZephirFX: Member; 29 posts; Joined: 4月 2017; Offline

2024年8月3日 5:31

Hey,
So I just tried and managed to compile OpenVDB / NanoVDB and the example in question :

3>------ Build started: Project: ex_openvdb_to_nanovdb_cuda, Configuration: Debug x64 ------
3>Building Custom Rule C:/Users/zphrfx/Desktop/hdk/openvdb/nanovdb/nanovdb/examples/CMakeLists.txt
3>Compiling CUDA source file ..\..\..\..\nanovdb\nanovdb\examples\ex_openvdb_to_nanovdb_cuda\openvdb_to_nanovdb_cuda_kernel.cu...
3>openvdb_to_nanovdb_cuda_kernel.cu
3>tmpxft_0000356c_00000000-7_openvdb_to_nanovdb_cuda_kernel.cudafe1.cpp
3>openvdb_to_nanovdb_cuda.cc
3>   Creating library C:/Users/zphrfx/Desktop/hdk/openvdb/build/nanovdb/nanovdb/examples/Debug/ex_openvdb_to_nanovdb_cuda.lib and object C:/Users/zphrfx/Desktop/hdk/openvdb/build/nanovdb/nanovdb/examples/Debug/ex_openvdb_to_nanovdb_cuda.exp
3>LINK : warning LNK4098: defaultlib 'LIBCMT' conflicts with use of other libs; use /NODEFAULTLIB:library
3>ex_openvdb_to_nanovdb_cuda.vcxproj -> C:\Users\zphrfx\Desktop\hdk\openvdb\build\nanovdb\nanovdb\examples\Debug\ex_openvdb_to_nanovdb_cuda.exe
3>Done building project "ex_openvdb_to_nanovdb_cuda.vcxproj".
========== Build: 3 succeeded, 0 failed, 0 up-to-date, 0 skipped ==========
========== Build completed at 10:26 and took 02:10.260 minutes ==========

So there's a lib missing for Cuda somewhere in the HDK, or maybe the version of OpenVDB used for Houdini isn't available for the version of cuda i'm using ?

I'm currently using Cuda v12.5 and I just saw that Houdini uses Cuda v12.2 : https://www.sidefx.com/docs/houdini/licenses/index.html [www.sidefx.com]

Enzo C.
https://www.linkedin.com/in/enzocrema/ [www.linkedin.com]


PHENOMDESIGN: Member; 172 posts; Joined: 5月 2021; Offline

2024年8月3日 8:11

I am not sure that 12.5 support is widely adopted as it just released, but did you make sure that you are building against the Houdini OpenVDB lib and not just OpenVDB standalone from Github?

https://www.openvdb.org/documentation/doxygen/build.html [www.openvdb.org]

PHENOM(enological) DESIGN;
Experimental phenomenology (study of experience) is a category of philosophy evidencing intentional variations of subjective human experiencing where both the independent and dependent variable are phenomenological. Lundh 2020


ZephirFX: Member; 29 posts; Joined: 4月 2017; Offline

2024年8月3日 8:35

Yes i'm building against openvdb_sesi.lib

I'll try with Cuda 12.2 and see how it goes

Enzo C.
https://www.linkedin.com/in/enzocrema/ [www.linkedin.com]


ZephirFX: Member; 29 posts; Joined: 4月 2017; Offline

2024年8月3日 9:23

Same issue with Cuda 12.2...

Is there some sesi specific cuda libs ? I can only find some ONNX cuda runtime provider stuff.

Enzo C.
https://www.linkedin.com/in/enzocrema/ [www.linkedin.com]


PHENOMDESIGN: Member; 172 posts; Joined: 5月 2021; Offline

2024年8月4日 18:46

Sorry I cannot help any more than this as I am not building for CUDA hardware in my code base right now.

ZephirFX
Same issue with Cuda 12.2...
Is there some sesi specific cuda libs ?

I do see some CUDA stuff in the libs.

If I were to write CUDA Kernels, I would use the Warp Framework as the abstraction. It is a Differentiable JIT compilation python library to directly program CUDA kernels and I have used it in the past. You can Also compile CPP in it cause it is a compiler language but it should be as fast as you can get on your CUDA hardware. It also supports USD and NanoVDB:

https://christophercrouzet.com/blog/dev/nvidia-warp-houdini [christophercrouzet.com]

https://github.com/christophercrouzet/nvidia-warp-houdini [github.com]

https://nvidia.github.io/warp/ [nvidia.github.io]

https://developer.nvidia.com/blog/creating-differentiable-graphics-and-physics-simulation-in-python-with-nvidia-warp/ [developer.nvidia.com]

Another approach could be to use the InlineCPP to compile within Houdini, then grab that library afterward.

Edited by PHENOMDESIGN - 2024年8月4日 18:47:08


ZephirFX: Member; 29 posts; Joined: 4月 2017; Offline

2024年8月5日 14:45

PHENOMDESIGN
Sorry I cannot help any more than this as I am not building for CUDA hardware in my code base right now.

I cut a ticket to SESI, I'm waiting for them to answer since I'd rather find a solution than a workaround. But if I have no choices i'll look into those

Thanks

Enzo C.
https://www.linkedin.com/in/enzocrema/ [www.linkedin.com]


w1755396536: Member; 1 posts; Joined: 12月 2024; Offline

2024年12月13日 1:09

Hello, have you solved it? I also encountered the same problem.


ZephirFX: Member; 29 posts; Joined: 4月 2017; Offline

2024年12月13日 13:43

w1755396536
Hello, have you solved it? I also encountered the same problem.

Hey, yes I solved it.
Make sure your CMakeLists.txt includes :

project(XXX LANGUAGES CXX CUDA)

# ------- Find CUDA -----------
find_package(CUDAToolkit REQUIRED)
string(APPEND CMAKE_CUDA_FLAGS " --extended-lambda")
set(CUDA_ATTACH_VS_BUILD_RULE_TO_CUDA_FILE OFF)
set(BUILD_SHARED_LIBS ON)

add_subdirectory(src/Cuda)
# ------- End CUDA -----------

Then in your .cpp / .cu file make sure you have :

#define NANOVDB_USE_OPENVDB
#include <NanoVDB.h> 
#include <nanovdb/util/CreateNanoGrids.h>

nanovdb::GridHandle<nanovdb::CudaDeviceBuffer> handle = nanovdb::CreateNanoGrid(*grid); //grid is a pointer to a openvdb grid

Enzo C.
https://www.linkedin.com/in/enzocrema/ [www.linkedin.com]

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