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facebookresearch / pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
https://pytorch3d.org/
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Failed to install on Windows Server 2019 with CUDA 11.7 & 11.8 #1900

Closed LuHaofan closed 1 month ago

LuHaofan commented 1 month ago

If you do not know the root cause of the problem / bug, and wish someone to help you, please post according to this template:

🐛 Bugs / Unexpected behaviors

Compilation error when trying to install from source:

 C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include\cub/device/dispatch/dispatch_segmented_sort.cuh(338): error: invalid combination of type specifiers

  C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include\cub/device/dispatch/dispatch_segmented_sort.cuh(338): error: expected an identifier

  C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include\cub/device/dispatch/dispatch_segmented_sort.cuh(379): error: expected a member name

  3 errors detected in the compilation of "C:/Users/Haofan Lu/AppData/Local/Temp/3/pip-req-build-ejxxne68/pytorch3d/csrc/pulsar/cuda/renderer.create_selector.gpu.cu".
  renderer.create_selector.gpu.cu
....
  C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include\cub/device/dispatch/dispatch_segmented_sort.cuh(338): error: invalid combination of type specifiers

  C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include\cub/device/dispatch/dispatch_segmented_sort.cuh(338): error: expected an identifier

  C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include\cub/device/dispatch/dispatch_segmented_sort.cuh(379): error: expected a member name

  3 errors detected in the compilation of "C:/Users/Haofan Lu/AppData/Local/Temp/3/pip-req-build-ejxxne68/pytorch3d/csrc/pulsar/cuda/renderer.backward_dbg.gpu.cu".
  renderer.backward_dbg.gpu.cu
...
  C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include\cub/device/dispatch/dispatch_segmented_sort.cuh(338): error: invalid combination of type specifiers

  C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include\cub/device/dispatch/dispatch_segmented_sort.cuh(338): error: expected an identifier

  C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include\cub/device/dispatch/dispatch_segmented_sort.cuh(379): error: expected a member name

  3 errors detected in the compilation of "C:/Users/Haofan Lu/AppData/Local/Temp/3/pip-req-build-ejxxne68/pytorch3d/csrc/pulsar/cuda/renderer.backward.gpu.cu".
  renderer.backward.gpu.cu

...
  C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include\cub/device/dispatch/dispatch_segmented_sort.cuh(338): error: invalid combination of type specifiers

  C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include\cub/device/dispatch/dispatch_segmented_sort.cuh(338): error: expected an identifier

  C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.8/include\cub/device/dispatch/dispatch_segmented_sort.cuh(379): error: expected a member name

  3 errors detected in the compilation of "C:/Users/Haofan Lu/AppData/Local/Temp/3/pip-req-build-ejxxne68/pytorch3d/csrc/pulsar/cuda/renderer.forward.gpu.cu".
  renderer.forward.gpu.cu

NOTE: Please look at the existing list of Issues tagged with the label 'bug`. Only open a new issue if this bug has not already been reported. If an issue already exists, please comment there instead..

Instructions To Reproduce the Issue:

OS: Windows Server 2019 NVCC: 11.7 & 11.8 (Both tested and found the same error) C++ compiler: MSVC 2019 C++ Desktop Development Python: 3.9.0 Pytorch: 1.13.1 Please include the following (depending on what the issue is):

  1. Any changes you made (git diff) or code you wrote None
  2. The exact command(s) you ran: 
    >pip install "git+https://github.com/facebookresearch/pytorch3d.git@v0.7.6" > install_log_cuda118.txt 2>&1
  3. What you observed (including the full logs): Full log is attached as file. install_log_cuda118.txt

Please also simplify the steps as much as possible so they do not require additional resources to run, such as a private dataset.

LuHaofan commented 1 month ago

Just found the solution: https://github.com/facebookresearch/pytorch3d/issues/1227#issuecomment-1161438242