|
|
|
TEMP=`getopt -o h --long help,new-env,basic,xformers,flash-attn,diffoctreerast,vox2seq,spconv,mipgaussian,kaolin,nvdiffrast,demo -n 'setup.sh' -- "$@"`
|
|
|
|
eval set -- "$TEMP"
|
|
|
|
HELP=false
|
|
NEW_ENV=false
|
|
BASIC=false
|
|
XFORMERS=false
|
|
FLASHATTN=false
|
|
DIFFOCTREERAST=false
|
|
VOX2SEQ=false
|
|
LINEAR_ASSIGNMENT=false
|
|
SPCONV=false
|
|
ERROR=false
|
|
MIPGAUSSIAN=false
|
|
KAOLIN=false
|
|
NVDIFFRAST=false
|
|
DEMO=false
|
|
|
|
if [ "$#" -eq 1 ] ; then
|
|
HELP=true
|
|
fi
|
|
|
|
while true ; do
|
|
case "$1" in
|
|
-h|--help) HELP=true ; shift ;;
|
|
--new-env) NEW_ENV=true ; shift ;;
|
|
--basic) BASIC=true ; shift ;;
|
|
--xformers) XFORMERS=true ; shift ;;
|
|
--flash-attn) FLASHATTN=true ; shift ;;
|
|
--diffoctreerast) DIFFOCTREERAST=true ; shift ;;
|
|
--vox2seq) VOX2SEQ=true ; shift ;;
|
|
--spconv) SPCONV=true ; shift ;;
|
|
--mipgaussian) MIPGAUSSIAN=true ; shift ;;
|
|
--kaolin) KAOLIN=true ; shift ;;
|
|
--nvdiffrast) NVDIFFRAST=true ; shift ;;
|
|
--demo) DEMO=true ; shift ;;
|
|
--) shift ; break ;;
|
|
*) ERROR=true ; break ;;
|
|
esac
|
|
done
|
|
|
|
if [ "$ERROR" = true ] ; then
|
|
echo "Error: Invalid argument"
|
|
HELP=true
|
|
fi
|
|
|
|
if [ "$HELP" = true ] ; then
|
|
echo "Usage: setup.sh [OPTIONS]"
|
|
echo "Options:"
|
|
echo " -h, --help Display this help message"
|
|
echo " --new-env Create a new conda environment"
|
|
echo " --basic Install basic dependencies"
|
|
echo " --xformers Install xformers"
|
|
echo " --flash-attn Install flash-attn"
|
|
echo " --diffoctreerast Install diffoctreerast"
|
|
echo " --vox2seq Install vox2seq"
|
|
echo " --spconv Install spconv"
|
|
echo " --mipgaussian Install mip-splatting"
|
|
echo " --kaolin Install kaolin"
|
|
echo " --nvdiffrast Install nvdiffrast"
|
|
echo " --demo Install all dependencies for demo"
|
|
return
|
|
fi
|
|
|
|
if [ "$NEW_ENV" = true ] ; then
|
|
conda create -n trellis python=3.10
|
|
conda activate trellis
|
|
conda install pytorch==2.4.0 torchvision==0.19.0 pytorch-cuda=11.8 -c pytorch -c nvidia
|
|
fi
|
|
|
|
|
|
WORKDIR=$(pwd)
|
|
PYTORCH_VERSION=$(python -c "import torch; print(torch.__version__)")
|
|
PLATFORM=$(python -c "import torch; print(('cuda' if torch.version.cuda else ('hip' if torch.version.hip else 'unknown')) if torch.cuda.is_available() else 'cpu')")
|
|
case $PLATFORM in
|
|
cuda)
|
|
CUDA_VERSION=$(python -c "import torch; print(torch.version.cuda)")
|
|
CUDA_MAJOR_VERSION=$(echo $CUDA_VERSION | cut -d'.' -f1)
|
|
CUDA_MINOR_VERSION=$(echo $CUDA_VERSION | cut -d'.' -f2)
|
|
echo "[SYSTEM] PyTorch Version: $PYTORCH_VERSION, CUDA Version: $CUDA_VERSION"
|
|
;;
|
|
hip)
|
|
HIP_VERSION=$(python -c "import torch; print(torch.version.hip)")
|
|
HIP_MAJOR_VERSION=$(echo $HIP_VERSION | cut -d'.' -f1)
|
|
HIP_MINOR_VERSION=$(echo $HIP_VERSION | cut -d'.' -f2)
|
|
|
|
if [ "$PYTORCH_VERSION" != "2.4.1+rocm6.1" ] ; then
|
|
echo "[SYSTEM] Installing PyTorch 2.4.1 for HIP ($PYTORCH_VERSION -> 2.4.1+rocm6.1)"
|
|
pip install torch==2.4.1 torchvision==0.19.1 --index-url https://download.pytorch.org/whl/rocm6.1 --user
|
|
mkdir -p /tmp/extensions
|
|
sudo cp /opt/rocm/share/amd_smi /tmp/extensions/amd_smi -r
|
|
cd /tmp/extensions/amd_smi
|
|
sudo chmod -R 777 .
|
|
pip install .
|
|
cd $WORKDIR
|
|
PYTORCH_VERSION=$(python -c "import torch; print(torch.__version__)")
|
|
fi
|
|
echo "[SYSTEM] PyTorch Version: $PYTORCH_VERSION, HIP Version: $HIP_VERSION"
|
|
;;
|
|
*)
|
|
;;
|
|
esac
|
|
|
|
if [ "$BASIC" = true ] ; then
|
|
pip install pillow imageio imageio-ffmpeg tqdm easydict opencv-python-headless scipy ninja rembg onnxruntime trimesh xatlas pyvista pymeshfix igraph transformers
|
|
pip install git+https://github.com/EasternJournalist/utils3d.git@9a4eb15e4021b67b12c460c7057d642626897ec8
|
|
fi
|
|
|
|
if [ "$XFORMERS" = true ] ; then
|
|
|
|
if [ "$PLATFORM" = "cuda" ] ; then
|
|
if [ "$CUDA_VERSION" = "11.8" ] ; then
|
|
case $PYTORCH_VERSION in
|
|
2.0.1) pip install https://files.pythonhosted.org/packages/52/ca/82aeee5dcc24a3429ff5de65cc58ae9695f90f49fbba71755e7fab69a706/xformers-0.0.22-cp310-cp310-manylinux2014_x86_64.whl ;;
|
|
2.1.0) pip install xformers==0.0.22.post7 --index-url https://download.pytorch.org/whl/cu118 ;;
|
|
2.1.1) pip install xformers==0.0.23 --index-url https://download.pytorch.org/whl/cu118 ;;
|
|
2.1.2) pip install xformers==0.0.23.post1 --index-url https://download.pytorch.org/whl/cu118 ;;
|
|
2.2.0) pip install xformers==0.0.24 --index-url https://download.pytorch.org/whl/cu118 ;;
|
|
2.2.1) pip install xformers==0.0.25 --index-url https://download.pytorch.org/whl/cu118 ;;
|
|
2.2.2) pip install xformers==0.0.25.post1 --index-url https://download.pytorch.org/whl/cu118 ;;
|
|
2.3.0) pip install xformers==0.0.26.post1 --index-url https://download.pytorch.org/whl/cu118 ;;
|
|
2.4.0) pip install xformers==0.0.27.post2 --index-url https://download.pytorch.org/whl/cu118 ;;
|
|
2.4.1) pip install xformers==0.0.28 --index-url https://download.pytorch.org/whl/cu118 ;;
|
|
2.5.0) pip install xformers==0.0.28.post2 --index-url https://download.pytorch.org/whl/cu118 ;;
|
|
*) echo "[XFORMERS] Unsupported PyTorch & CUDA version: $PYTORCH_VERSION & $CUDA_VERSION" ;;
|
|
esac
|
|
elif [ "$CUDA_VERSION" = "12.1" ] ; then
|
|
case $PYTORCH_VERSION in
|
|
2.1.0) pip install xformers==0.0.22.post7 --index-url https://download.pytorch.org/whl/cu121 ;;
|
|
2.1.1) pip install xformers==0.0.23 --index-url https://download.pytorch.org/whl/cu121 ;;
|
|
2.1.2) pip install xformers==0.0.23.post1 --index-url https://download.pytorch.org/whl/cu121 ;;
|
|
2.2.0) pip install xformers==0.0.24 --index-url https://download.pytorch.org/whl/cu121 ;;
|
|
2.2.1) pip install xformers==0.0.25 --index-url https://download.pytorch.org/whl/cu121 ;;
|
|
2.2.2) pip install xformers==0.0.25.post1 --index-url https://download.pytorch.org/whl/cu121 ;;
|
|
2.3.0) pip install xformers==0.0.26.post1 --index-url https://download.pytorch.org/whl/cu121 ;;
|
|
2.4.0) pip install xformers==0.0.27.post2 --index-url https://download.pytorch.org/whl/cu121 ;;
|
|
2.4.1) pip install xformers==0.0.28 --index-url https://download.pytorch.org/whl/cu121 ;;
|
|
2.5.0) pip install xformers==0.0.28.post2 --index-url https://download.pytorch.org/whl/cu121 ;;
|
|
*) echo "[XFORMERS] Unsupported PyTorch & CUDA version: $PYTORCH_VERSION & $CUDA_VERSION" ;;
|
|
esac
|
|
elif [ "$CUDA_VERSION" = "12.4" ] ; then
|
|
case $PYTORCH_VERSION in
|
|
2.5.0) pip install xformers==0.0.28.post2 --index-url https://download.pytorch.org/whl/cu124 ;;
|
|
*) echo "[XFORMERS] Unsupported PyTorch & CUDA version: $PYTORCH_VERSION & $CUDA_VERSION" ;;
|
|
esac
|
|
else
|
|
echo "[XFORMERS] Unsupported CUDA version: $CUDA_MAJOR_VERSION"
|
|
fi
|
|
elif [ "$PLATFORM" = "hip" ] ; then
|
|
case $PYTORCH_VERSION in
|
|
2.4.1\+rocm6.1) pip install xformers==0.0.28 --index-url https://download.pytorch.org/whl/rocm6.1 ;;
|
|
*) echo "[XFORMERS] Unsupported PyTorch version: $PYTORCH_VERSION" ;;
|
|
esac
|
|
else
|
|
echo "[XFORMERS] Unsupported platform: $PLATFORM"
|
|
fi
|
|
fi
|
|
|
|
if [ "$FLASHATTN" = true ] ; then
|
|
if [ "$PLATFORM" = "cuda" ] ; then
|
|
pip install flash-attn
|
|
elif [ "$PLATFORM" = "hip" ] ; then
|
|
echo "[FLASHATTN] Prebuilt binaries not found. Building from source..."
|
|
mkdir -p /tmp/extensions
|
|
git clone --recursive https://github.com/ROCm/flash-attention.git /tmp/extensions/flash-attention
|
|
cd /tmp/extensions/flash-attention
|
|
git checkout tags/v2.6.3-cktile
|
|
GPU_ARCHS=gfx942 python setup.py install
|
|
cd $WORKDIR
|
|
else
|
|
echo "[FLASHATTN] Unsupported platform: $PLATFORM"
|
|
fi
|
|
fi
|
|
|
|
if [ "$KAOLIN" = true ] ; then
|
|
|
|
if [ "$PLATFORM" = "cuda" ] ; then
|
|
case $PYTORCH_VERSION in
|
|
2.0.1) pip install kaolin -f https://nvidia-kaolin.s3.us-east-2.amazonaws.com/torch-2.0.1_cu118.html;;
|
|
2.1.0) pip install kaolin -f https://nvidia-kaolin.s3.us-east-2.amazonaws.com/torch-2.1.0_cu118.html;;
|
|
2.1.1) pip install kaolin -f https://nvidia-kaolin.s3.us-east-2.amazonaws.com/torch-2.1.1_cu118.html;;
|
|
2.2.0) pip install kaolin -f https://nvidia-kaolin.s3.us-east-2.amazonaws.com/torch-2.2.0_cu118.html;;
|
|
2.2.1) pip install kaolin -f https://nvidia-kaolin.s3.us-east-2.amazonaws.com/torch-2.2.1_cu118.html;;
|
|
2.2.2) pip install kaolin -f https://nvidia-kaolin.s3.us-east-2.amazonaws.com/torch-2.2.2_cu118.html;;
|
|
2.4.0) pip install kaolin -f https://nvidia-kaolin.s3.us-east-2.amazonaws.com/torch-2.4.0_cu121.html;;
|
|
*) echo "[KAOLIN] Unsupported PyTorch version: $PYTORCH_VERSION" ;;
|
|
esac
|
|
else
|
|
echo "[KAOLIN] Unsupported platform: $PLATFORM"
|
|
fi
|
|
fi
|
|
|
|
if [ "$NVDIFFRAST" = true ] ; then
|
|
if [ "$PLATFORM" = "cuda" ] ; then
|
|
mkdir -p /tmp/extensions
|
|
git clone https://github.com/NVlabs/nvdiffrast.git /tmp/extensions/nvdiffrast
|
|
pip install /tmp/extensions/nvdiffrast
|
|
else
|
|
echo "[NVDIFFRAST] Unsupported platform: $PLATFORM"
|
|
fi
|
|
fi
|
|
|
|
if [ "$DIFFOCTREERAST" = true ] ; then
|
|
if [ "$PLATFORM" = "cuda" ] ; then
|
|
mkdir -p /tmp/extensions
|
|
git clone --recurse-submodules https://github.com/JeffreyXiang/diffoctreerast.git /tmp/extensions/diffoctreerast
|
|
pip install /tmp/extensions/diffoctreerast
|
|
else
|
|
echo "[DIFFOCTREERAST] Unsupported platform: $PLATFORM"
|
|
fi
|
|
fi
|
|
|
|
if [ "$MIPGAUSSIAN" = true ] ; then
|
|
if [ "$PLATFORM" = "cuda" ] ; then
|
|
mkdir -p /tmp/extensions
|
|
git clone https://github.com/autonomousvision/mip-splatting.git /tmp/extensions/mip-splatting
|
|
pip install /tmp/extensions/mip-splatting/submodules/diff-gaussian-rasterization/
|
|
else
|
|
echo "[MIPGAUSSIAN] Unsupported platform: $PLATFORM"
|
|
fi
|
|
fi
|
|
|
|
if [ "$VOX2SEQ" = true ] ; then
|
|
if [ "$PLATFORM" = "cuda" ] ; then
|
|
mkdir -p /tmp/extensions
|
|
cp -r extensions/vox2seq /tmp/extensions/vox2seq
|
|
pip install /tmp/extensions/vox2seq
|
|
else
|
|
echo "[VOX2SEQ] Unsupported platform: $PLATFORM"
|
|
fi
|
|
fi
|
|
|
|
if [ "$SPCONV" = true ] ; then
|
|
|
|
if [ "$PLATFORM" = "cuda" ] ; then
|
|
case $CUDA_MAJOR_VERSION in
|
|
11) pip install spconv-cu118 ;;
|
|
12) pip install spconv-cu120 ;;
|
|
*) echo "[SPCONV] Unsupported PyTorch CUDA version: $CUDA_MAJOR_VERSION" ;;
|
|
esac
|
|
else
|
|
echo "[SPCONV] Unsupported platform: $PLATFORM"
|
|
fi
|
|
fi
|
|
|
|
if [ "$DEMO" = true ] ; then
|
|
pip install gradio==4.44.1 gradio_litmodel3d==0.0.1
|
|
fi
|
|
|
