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Tom94 avatar Tom94 commented on September 25, 2024 1

Hopefully this workaround is no longer needed. I just pushed an attempted fix that should make it work out of the box (see also #436). Please try re-downloading and installing again -- could you let me know if it works?

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Livioni avatar Livioni commented on September 25, 2024

I managed to resolve it by rebuiling tinycudann, the key step is to export TCNN_CUDA_ARCHITECTURES=86 before intalling PyTorch extension.

I think tinycudann dose not support Jetson AGX Orin yet, because the jetson's cuda capability (87) is not in the supported list

ALL_COMPUTE_CAPABILITIES = [20, 21, 30, 35, 37, 50, 52, 53, 60, 61, 62, 70, 72, 75, 80, 86, 89, 90]

import tinycudann
/home/xns/miniconda3/envs/3dgs/lib/python3.10/site-packages/tinycudann-1.7-py3.10-linux-aarch64.egg/tinycudann/modules.py:53: UserWarning: tinycudann was built for lower compute capability (86) than the system's (87). Performance may be suboptimal.
  warnings.warn(f"tinycudann was built for lower compute capability ({cc}) than the system's ({system_compute_capability}). Performance may be suboptimal.")

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yhaddouda avatar yhaddouda commented on September 25, 2024

Hello,
I have the same problem on my jetson orin, do you install tinycudann before instaling pytorch then? and can you elaborate in which step exactly you do : export TCNN_CUDA_ARCHITECTURES=86 ?
Thank you

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Livioni avatar Livioni commented on September 25, 2024

Hopefully this workaround is no longer needed. I just pushed an attempted fix that should make it work out of the box (see also #436). Please try re-downloading and installing again -- could you let me know if it works?

Thanks for your reply, I will check it later!

from tiny-cuda-nn.

Livioni avatar Livioni commented on September 25, 2024

It works well now。

Hopefully this workaround is no longer needed. I just pushed an attempted fix that should make it work out of the box (see also #436). Please try re-downloading and installing again -- could you let me know if it works?

Thanks for your reply, I will check it later!

from tiny-cuda-nn.

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