TensorRT-LLMs/docker/common/install_pytorch.sh
Kaiyu Xie a75618df24
Update TensorRT-LLM (#667)
* Update TensorRT-LLM

---------

Co-authored-by: 0xymoro <jerrymeng100@gmail.com>
Co-authored-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
2023-12-15 22:14:51 +08:00

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#!/bin/bash
set -ex
TORCH_VERSION="2.1.0"
SYSTEM_ID=$(grep -oP '(?<=^ID=).+' /etc/os-release | tr -d '"')
prepare_environment() {
if [[ $SYSTEM_ID == *"ubuntu"* ]]; then
apt-get update && apt-get -y install ninja-build
apt-get clean && rm -rf /var/lib/apt/lists/*
elif [[ $SYSTEM_ID == *"centos"* ]]; then
yum -y update && yum install -y ninja-build && yum clean all
if [[ "$1" -eq "1" ]]; then
# Temporarily disable devtoolset
mv /tmp/devtoolset_env /tmp/devtoolset_env.bak
touch /tmp/devtoolset_env
fi
else
echo "This system type cannot be supported..."
exit 1
fi
}
restore_environment() {
if [[ $SYSTEM_ID == *"centos"* ]] && [[ "$1" -eq "1" ]]; then
# Re-enable devtoolset
rm -f /tmp/devtoolset_env
mv /tmp/devtoolset_env.bak /tmp/devtoolset_env
fi
}
install_from_source() {
prepare_environment $1
export _GLIBCXX_USE_CXX11_ABI=$1
export TORCH_CUDA_ARCH_LIST="8.0;9.0"
pip3 uninstall -y torch
cd /tmp
git clone --depth 1 --branch v$TORCH_VERSION https://github.com/pytorch/pytorch
cd pytorch
git submodule sync && git submodule update --init --recursive
pip3 install -r requirements.txt
python3 setup.py install
cd /tmp && rm -rf /tmp/pytorch
restore_environment $1
}
install_from_pypi() {
pip3 install torch==${TORCH_VERSION}
}
case "$1" in
"skip")
;;
"pypi")
install_from_pypi
;;
"src_cxx11_abi")
install_from_source 1
;;
"src_non_cxx11_abi")
install_from_source 0
;;
*)
echo "Incorrect input argument..."
exit 1
;;
esac