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#!/usr/bin/bash
script_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )"
create_venv=true
while [ -n "$1" ]; do
case "$1" in
--disable-venv)
create_venv=false
shift
;;
*)
shift
;;
esac
done
if $create_venv; then
echo "Creating python venv..."
python3 -m venv venv
source "$script_dir/venv/bin/activate"
echo "active venv"
fi
echo "Installing torch & xformers..."
cuda_version=$(nvidia-smi | grep -oiP 'CUDA Version: \K[\d\.]+')
if [ -z "$cuda_version" ]; then
cuda_version=$(nvcc --version | grep -oiP 'release \K[\d\.]+')
fi
cuda_major_version=$(echo "$cuda_version" | awk -F'.' '{print $1}')
cuda_minor_version=$(echo "$cuda_version" | awk -F'.' '{print $2}')
echo "CUDA Version: $cuda_version"
if (( cuda_major_version >= 12 )); then
echo "install torch 2.2.1+cu121"
pip install torch==2.2.1+cu121 torchvision==0.17.1+cu121 --extra-index-url https://download.pytorch.org/whl/cu121
pip install --no-deps xformers==0.0.25 --extra-index-url https://download.pytorch.org/whl/cu118
elif (( cuda_major_version == 11 && cuda_minor_version >= 8 )); then
echo "install torch 2.2.1+cu118"
pip install torch==2.2.1+cu118 torchvision==0.17.1+cu118 --extra-index-url https://download.pytorch.org/whl/cu118
pip install --no-deps xformers==0.0.25+cu118 --extra-index-url https://download.pytorch.org/whl/cu118
elif (( cuda_major_version == 11 && cuda_minor_version >= 6 )); then
echo "install torch 1.12.1+cu116"
pip install torch==1.12.1+cu116 torchvision==0.13.1+cu116 --extra-index-url https://download.pytorch.org/whl/cu116
# for RTX3090+cu113/cu116 xformers, we need to install this version from source. You can also try xformers==0.0.18
pip install --upgrade git+https://github.com/facebookresearch/xformers.git@0bad001ddd56c080524d37c84ff58d9cd030ebfd
pip install triton==2.0.0.dev20221202
elif (( cuda_major_version == 11 && cuda_minor_version >= 2 )); then
echo "install torch 1.12.1+cu113"
pip install torch==1.12.1+cu113 torchvision==0.13.1+cu113 --extra-index-url https://download.pytorch.org/whl/cu116
pip install --upgrade git+https://github.com/facebookresearch/xformers.git@0bad001ddd56c080524d37c84ff58d9cd030ebfd
pip install triton==2.0.0.dev20221202
else
echo "Unsupported cuda version:$cuda_version"
exit 1
fi
echo "Installing deps..."
cd "$script_dir/sd-scripts" || exit
pip install --upgrade -r requirements.txt
cd "$script_dir" || exit
pip install --upgrade -r requirements.txt
echo "Install completed"
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