Porting/PyTorch
Contents
Binaries
Debian
PyTorch is packaged in Debian Bookworm and works fine, except for one bug. Debian uses PyTorch 1.13 and Python 3.11; these are not mutually compatible. To patch Debian's PyTorch to work properly with Python 3.11, apply this patch to /usr/lib/python3/dist-packages/torch/distributed/_shard/sharded_tensor/metadata.py:
- tensor_properties: TensorProperties = field(default=TensorProperties()) + tensor_properties: TensorProperties = field(default_factory=TensorProperties)
The above patch is derived from this Lightning comment , with a bugfix applied. The code affected by the patch may or may not be triggered depending on which application you're running; Real-ESRGAN doesn't need the patch while Stable Diffusion WebUI does.
Example workflow to install PyTorch and Real-ESRGAN on Debian Bookworm ppc64le:
sudo apt install python3-torch python3-torchvision python3-opencv python3-llvmlite python3-grpcio python3-pip python3-skimage python3-numba GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=true pip3 install --user --break-system-packages basicsr facexlib gfpgan # Log in and log out again to update $PATH to include ~/.local/bin git clone https://github.com/xinntao/Real-ESRGAN.git cd Real-ESRGAN pip3 install --user --break-system-packages -r requirements.txt pip3 install --user --break-system-packages . # Real-ESRGAN is now installed.
Conda
Open Cognitive Environment (Open-CE) provides distro-independent ppc64le binaries of PyTorch and related packages. Example workflow to install PyTorch and Real-ESRGAN on Fedora 38 ppc64le:
sudo dnf install python3.10 sudo dnf install conda conda create --name pytorch python=3.10 # Close and re-open terminal conda activate pytorch conda install -c https://ftp.osuosl.org/pub/open-ce/current/ pytorch-cpu torchvision-cpu py-opencv conda install -c numba llvmlite conda install -c conda-forge grpcio conda install -c conda-forge libstdcxx-ng conda install pip GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=true pip install basicsr facexlib gfpgan git clone https://github.com/xinntao/Real-ESRGAN.git cd Real-ESRGAN pip install -r requirements.txt python setup.py develop # Real-ESRGAN is now installed.
