Pytorch3d conda environment

Pre-install-dependency

• Anaconda / Miniconda 镜像 - 清华大学开源软件镜像站 - CSDN
• 驱动匹配 match
  • Failed to initialize NVML: Driver/library version mismatch
  • sudo nvidia-bug-report.sh

  • nvidia-bug-report.log

    Sep 29 09:57:22 ubuntu kernel: [ 9996.759866] NVRM: API mismatch: the client has the version 470.74, but
    Sep 29 09:57:22 ubuntu kernel: [ 9996.759866] NVRM: this kernel module has the version 470.63.01. Please
    Sep 29 09:57:22 ubuntu kernel: [ 9996.759866] NVRM: make sure that this kernel module and all NVIDIA driver
    Sep 29 09:57:22 ubuntu kernel: [ 9996.759866] NVRM: components have the same version.
    

  • sudo apt install nvidia-driver-515

install

conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch
pip install pytorch3d -f https://dl.fbaipublicfiles.com/pytorch3d/packaging/wheels/py38_cu113_pyt1110/download.html
# here pyt1110 means pytorch-version = 1.11.0, test if there is a package by 
# curl --location --request GET 'https://dl.fbaipublicfiles.com/pytorch3d/packaging/wheels/py310_cu113_pyt1110/download.html'