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PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
https://pytorch3d.org/
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Issue while Installing pytorch3d on windows with cuda 12.6 #1860

Closed roshanbiswanath closed 3 weeks ago

roshanbiswanath commented 3 weeks ago

Running the following command leads to error from nvcc cd pytorch3d python setup.py install

Error:

16 errors detected in the compilation of "C:/Users/PC/Biswanath/Machine Learning/3D/ROMP_resnet/ROMP/pytorch3d/pytorch3d/csrc/pulsar/cuda/renderer.backward.gpu.cu".
renderer.backward.gpu.cu

The Entire Log can be found here log.txt

My NVCC version is

nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2024 NVIDIA Corporation
Built on Fri_Jun_14_16:44:19_Pacific_Daylight_Time_2024
Cuda compilation tools, release 12.6, V12.6.20
Build cuda_12.6.r12.6/compiler.34431801_0

And CUDA version is 12.6

My PyTorch Installation is torch==2.4.0+cu124 torchaudio==2.4.0+cu124 torchvision==0.19.0+cu124

bottler commented 3 weeks ago

You might be the first person to report building with cuda 12.6. Your error is

C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v12.6/include\cuda/std/__tuple_dir/vector_types.h(88): error: expected a ">"

I wonder if you are using a compiler version supported by that particular version of cuda. perhaps you need a new version of visual studio. But we can't help with specifics. Other Windows users might be able to help.

roshanbiswanath commented 3 weeks ago

I am using Visual Studio Build Tools 2022

bottler commented 3 weeks ago

Is it fully updated?

WindVChen commented 3 weeks ago

Running the following command leads to error from nvcc cd pytorch3d python setup.py install

Error:

16 errors detected in the compilation of "C:/Users/PC/Biswanath/Machine Learning/3D/ROMP_resnet/ROMP/pytorch3d/pytorch3d/csrc/pulsar/cuda/renderer.backward.gpu.cu".
renderer.backward.gpu.cu

The Entire Log can be found here log.txt

My NVCC version is

nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2024 NVIDIA Corporation
Built on Fri_Jun_14_16:44:19_Pacific_Daylight_Time_2024
Cuda compilation tools, release 12.6, V12.6.20
Build cuda_12.6.r12.6/compiler.34431801_0

And CUDA version is 12.6

My PyTorch Installation is torch==2.4.0+cu124 torchaudio==2.4.0+cu124 torchvision==0.19.0+cu124

Same error +1

WindVChen commented 3 weeks ago

Finally, installed another CUDA 12.4 on my computer and it works smoothly.

Ryuukeisyou commented 2 weeks ago

Seems that some changes in cuda 12.6 made it incompatible. I tried 12.4 with torch 2.4.1+cu124 and it built smoothly.