See requirements.txt
You should have nvcc version 11.1 installed. Other versions should work but they need to match the version you are using with pytorch.
nvcc --version
Install pyenv and use python 3.8.8
curl -L https://github.com/pyenv/pyenv-installer/raw/master/bin/pyenv-installer | bash
pyenv install 3.8.8
Install poetry
curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python -
Install requirements
poetry install
Override pytorch requirements to use corrent CUDA version (11.1):
poetry run python -m pip install torch==1.9.0+cu111 torchvision==0.10.0+cu111 torchaudio==0.9.0 -f https://download.pytorch.org/whl/torch_stable.html
Note that every time you add a dependency in pytorch then you need to reinstall the torch packages.
NVIDIA CUB requirement for CUDA 11.1
curl -LO https://github.com/NVIDIA/cub/archive/1.9.10-1.tar.gz
tar -xvzf 1.9.10-1.tar.gz
export CUB_HOME=$PWD/cub-1.9.10-1
See https://github.com/NVIDIA/cub for what version to use with what CUDA version.
Install from git
poetry run python -m pip install git+https://github.com/facebookresearch/[email protected]
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