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| # !/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 |