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DiffSketcher/script/install.sh
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#!/bin/bash
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set -e
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# Conda setup and environment creation
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eval "$(conda shell.bash hook)"
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conda create --name svgrender python=3.10 --yes
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conda activate svgrender
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echo "The conda environment was successfully created"
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# Install PyTorch and related libraries
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conda install pytorch==1.12.1 torchvision==0.13.1 torchaudio==0.12.1 cudatoolkit=11.3 -c pytorch --yes
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echo "Pytorch installation is complete. version: 1.12.1"
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# Install xformers
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conda install xformers -c xformers --yes
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echo "xformers installation is complete."
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# Install common Python dependencies
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pip install hydra-core omegaconf
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pip install freetype-py shapely svgutils
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pip install opencv-python scikit-image matplotlib visdom wandb BeautifulSoup4
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pip install triton numba
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pip install numpy scipy scikit-fmm einops timm fairscale==0.4.13
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pip install accelerate transformers safetensors datasets
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pip install easydict scikit-learn pytorch_lightning==2.1.0 webdataset
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echo "The basic dependency library is installed."
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# Additional utility libraries
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pip install ftfy regex tqdm
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pip install git+https://github.com/openai/CLIP.git
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echo "CLIP installation is complete."
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# Install diffusers
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pip install diffusers==0.20.2
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echo "Diffusers installation is complete. version: 0.20.2"
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# Clone and set up DiffVG, handling dependencies on Ubuntu
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git clone https://github.com/BachiLi/diffvg.git
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cd diffvg
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git submodule update --init --recursive
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# Install system dependencies for Ubuntu (to avoid potential issues)
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echo "Installing system dependencies for DiffVG..."
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sudo apt update
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sudo apt install -y cmake ffmpeg build-essential libjpeg-dev libpng-dev libtiff-dev
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conda install -y -c anaconda cmake
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conda install -y -c conda-forge ffmpeg
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pip install svgwrite svgpathtools cssutils torch-tools
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# Install DiffVG
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python setup.py install
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echo "DiffVG installation is complete."
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# Final confirmation
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echo "The running environment has been successfully installed!!!"
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