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install.sh
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install.sh
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#!/bin/bash
set -e
err_report() {
echo "Error on line $1"
echo "Fail to install deepspeed"
}
trap 'err_report $LINENO' ERR
usage() {
echo """
Usage: install.sh [options...]
By default will install deepspeed and all third party dependencies across all machines listed in
hostfile (hostfile: /job/hostfile). If no hostfile exists, will only install locally
[optional]
-l, --local_only Install only on local machine
-s, --pip_sudo Run pip install with sudo (default: no sudo)
-r, --allow_sudo Allow script to be run by root (probably don't want this, instead use --pip_sudo)
-n, --no_clean Do not clean prior build state, by default prior build files are removed before building wheels
-m, --pip_mirror Use the specified pip mirror (default: the default pip mirror)
-H, --hostfile Path to MPI-style hostfile (default: /job/hostfile)
-e, --examples Checkout deepspeed example submodule (no install)
-v, --verbose Verbose logging
-h, --help This help text
"""
}
ds_only=0
local_only=0
pip_sudo=0
entire_dlts_job=1
hostfile=/job/hostfile
pip_mirror=""
skip_requirements=0
allow_sudo=0
no_clean=0
verbose=0
examples=0
while [[ $# -gt 0 ]]
do
key="$1"
case $key in
-l|--local_only)
local_only=1;
shift
;;
-s|--pip_sudo)
pip_sudo=1;
shift
;;
-m|--pip_mirror)
pip_mirror=$2;
shift
shift
;;
-v|--verbose)
verbose=1;
shift
;;
-r|--allow_sudo)
allow_sudo=1;
shift
;;
-n|--no_clean)
no_clean=1;
shift
;;
-H|--hostfile)
hostfile=$2
if [ ! -f $2 ]; then
echo "User-provided hostfile does not exist at $hostfile, exiting"
exit 1
fi
shift
shift
;;
-e|--examples)
examples=1
shift
;;
-h|--help)
usage
exit 0
;;
*)
echo "Unknown argument(s)"
usage
exit 1
shift
;;
esac
done
user=`whoami`
if [ "$allow_sudo" == "0" ]; then
if [ "$user" == "root" ]; then
echo "WARNING: running as root, if you want to install DeepSpeed with sudo please use -s/--pip_sudo instead"
usage
exit 1
fi
fi
if [ "$examples" == "1" ]; then
git submodule update --init --recursive
exit 0
fi
if [ "$verbose" == "1" ]; then
VERBOSE="-v"
PIP_VERBOSE=""
else
VERBOSE=""
PIP_VERBOSE="--disable-pip-version-check"
fi
rm_if_exist() {
echo "Attempting to remove $1"
if [ -f $1 ]; then
rm $VERBOSE $1
elif [ -d $1 ]; then
rm -r $VERBOSE $1
fi
}
if [ "$no_clean" == "0" ]; then
# remove deepspeed build files
rm_if_exist deepspeed/git_version_info_installed.py
rm_if_exist dist
rm_if_exist build
rm_if_exist deepspeed.egg-info
fi
if [ "$pip_sudo" == "1" ]; then
PIP_SUDO="sudo -H"
else
PIP_SUDO=""
fi
if [ "$pip_mirror" != "" ]; then
PIP_INSTALL="pip install $VERBOSE $PIP_VERBOSE -i $pip_mirror"
else
PIP_INSTALL="pip install $VERBOSE $PIP_VERBOSE"
fi
if [ ! -f $hostfile ]; then
echo "No hostfile exists at $hostfile, installing locally"
local_only=1
fi
echo "Building deepspeed wheel"
python setup.py $VERBOSE bdist_wheel
if [ "$local_only" == "1" ]; then
echo "Installing deepspeed"
$PIP_SUDO pip uninstall -y deepspeed
$PIP_SUDO $PIP_INSTALL dist/deepspeed*.whl
ds_report
else
local_path=`pwd`
if [ -f $hostfile ]; then
hosts=`cat $hostfile | awk '{print $1}' | paste -sd "," -`;
else
echo "hostfile not found, cannot proceed"
exit 1
fi
export PDSH_RCMD_TYPE=ssh
tmp_wheel_path="/tmp/deepspeed_wheels"
pdsh -w $hosts "if [ -d $tmp_wheel_path ]; then rm $tmp_wheel_path/*; else mkdir -pv $tmp_wheel_path; fi"
pdcp -w $hosts requirements/requirements.txt ${tmp_wheel_path}/
echo "Installing deepspeed"
pdsh -w $hosts "$PIP_SUDO pip uninstall -y deepspeed"
pdcp -w $hosts dist/deepspeed*.whl $tmp_wheel_path/
pdsh -w $hosts "$PIP_SUDO $PIP_INSTALL $tmp_wheel_path/deepspeed*.whl"
pdsh -w $hosts "ds_report"
pdsh -w $hosts "if [ -d $tmp_wheel_path ]; then rm $tmp_wheel_path/*.whl; rm $tmp_wheel_path/*.txt; rmdir $tmp_wheel_path; fi"
fi