Error : Failed building wheel for tinycudann

NVlabs / neuralangelo

Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)

https://research.nvidia.com/labs/dir/neuralangelo/

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Error : Failed building wheel for tinycudann #176

Closed MicKkmack closed 6 months ago

MicKkmack commented 6 months ago

Im running into an error when running the command pip install -r requirements.txt , I noticed it says this in the error messages : " The detected CUDA version (11.7) mismatches the version that was used to compile PyTorch (12.0). Please make sure to use the same CUDA versions."

But I'm unsure how to fix it, or why I would be getting this error when using the requirements.txt that comes with the repo. Anyone able to help?

MicKkmack commented 6 months ago

fixed :

pip uninstall torch torchaudio torchvision -y conda install pytorch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2 pytorch-cuda=11.7 -c pytorch -c nvidia Running these cmds should do the trick

sean1832 commented 5 months ago

This is super helpful, I am stuck with the same issue and it solved like magic.

weihan1 commented 4 months ago

@MicKkmack I tried your fix, but got this issue:

LibMambaUnsatisfiableError: Encountered problems while solving:

cannot install both pin-1-1 and pin-1-1

Could not solve for environment specs The following packages are incompatible └─ pin-1 is installable with the potential options ├─ pin-1 1, which can be installed; └─ pin-1 1 conflicts with any installable versions previously reported.

Have you encountered this issue before? If so, how did you resolve it?

MicKkmack commented 4 months ago

@MicKkmack I tried your fix, but got this issue:

LibMambaUnsatisfiableError: Encountered problems while solving:

cannot install both pin-1-1 and pin-1-1

Could not solve for environment specs The following packages are incompatible └─ pin-1 is installable with the potential options ├─ pin-1 1, which can be installed; └─ pin-1 1 conflicts with any installable versions previously reported.

Have you encountered this issue before? If so, how did you resolve it?

Pins is meta data for packages, so maybe your trying to download a package your already have? (Would explain the 1 - 1 ) Not 100% sure as I've not had that error before. If you pop a screenshot over, I'm currently re-installing Neuralangelo , so I can see if I get the same error.

weihan1 commented 4 months ago

Screenshot 2024-02-20 at 2 01 38 PM

Thanks for your response, this step occurred when I tried reinstalling pytorch via conda install pytorch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2 pytorch-cuda=11.7 -c pytorch -c nvidia