Spaces:
Paused
Paused
# !/usr/bin/env bash | |
SSH_KEY_PATH="~/.ssh/<YOUR_KEY>" | |
################# | |
# Parse options # | |
################# | |
instructions() { | |
echo "Usage: $0 [-u] [-n] [-c]" >&2 | |
echo " -u: username" >&2 | |
echo " -n: number of servers to run" >&2 | |
echo " -c: path to the server configs" >&2 | |
exit 1 | |
} | |
if [ $# != 6 ]; then | |
instructions | |
fi | |
while getopts ":u:n:c:" option; do | |
case $option in | |
u) USERNAME=${OPTARG} | |
;; | |
n) NUM_SERVERS=${OPTARG} | |
;; | |
c) CONFIG_PATH=${OPTARG} | |
;; | |
\?) instructions | |
;; | |
esac | |
done | |
########################### | |
# Install or activate env # | |
########################### | |
source ~/miniconda3/etc/profile.d/conda.sh | |
if conda env list | grep ".*bloom-demo.*" &>/dev/null; then | |
conda activate bloom-demo | |
else | |
conda create -y --name bloom-demo python=3.8.12 pip | |
conda activate bloom-demo | |
conda install -y -c conda-forge cudatoolkit-dev==11.3.1 cudatoolkit==11.3.1 cudnn==8.2.1.32 | |
pip install -i https://pypi.org/simple torch==1.11.0+cu113 torchvision==0.12.0+cu113 -f https://download.pytorch.org/whl/torch_stable.html | |
pip install -i https://pypi.org/simple accelerate==0.10.0 huggingface-hub==0.7.0 hivemind==1.1.0 | |
pip install -i https://pypi.org/simple bitsandbytes-cuda113==0.26.0 | |
pip install -i https://pypi.org/simple https://github.com/huggingface/transformers/archive/6589e510fa4e6c442059de2fab84752535de9b23.zip | |
fi | |
####################### | |
# Create Initial peer # | |
####################### | |
hivemind-dht &> tmp.out & | |
sleep 3 | |
INITIAL_PEER=$(python -c "with open('tmp.out') as f: print(f.readlines()[1].split()[-2])" ) | |
rm tmp.out | |
echo "Initial peer: ${INITIAL_PEER}" | |
############################## | |
# Initialize the config file # | |
############################## | |
typeset -A cfg | |
cfg=( # set default values in config array | |
[name]="" | |
[device]="cpu" | |
[block_ids]="1:2" | |
[id_path]="server.id" | |
[maddr]="/ip4/0.0.0.0/tcp/30000" | |
) | |
############### | |
# Run servers # | |
############### | |
for SERVER_ID in $(seq 0 $(( $NUM_SERVERS - 1 )) ) | |
do | |
############### | |
# Read config # | |
############### | |
while read line | |
do | |
if echo $line | grep -F = &>/dev/null | |
then | |
varname=$(echo "$line" | cut -d '=' -f 1) | |
cfg[$varname]=$(echo "$line" | cut -d '=' -f 2-) | |
fi | |
done < ${CONFIG_PATH}/server_${SERVER_ID}.cfg | |
SERVER_NAME="${USERNAME}@${cfg[name]}" | |
echo "=== Server #${SERVER_ID} ===" | |
echo "Server name ${SERVER_NAME}" | |
echo "Server ID: ${cfg[id_path]}" | |
echo "Device: ${cfg[device]}" | |
echo "Bloom block ids: ${cfg[block_ids]}" | |
echo "Host maddr: ${cfg[maddr]}" | |
echo "=================" | |
############## | |
# Run server # | |
############## | |
ssh -i ${SSH_KEY_PATH} ${SERVER_NAME} "tmux new-session -d -s 'Server_${SERVER_ID}' 'cd bloom-demo && bash cli/deploy_server.sh -i ${INITIAL_PEER} -d ${cfg[device]} -p ${cfg[id_path]} -b ${cfg[block_ids]} -a ${cfg[maddr]}'" | |
done |