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SSH_KEY_PATH="~/.ssh/<YOUR_KEY>" |
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instructions() { |
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echo "Usage: $0 [-u] [-n] [-c]" >&2 |
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echo " -u: username" >&2 |
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echo " -n: number of servers to run" >&2 |
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echo " -c: path to the server configs" >&2 |
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exit 1 |
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} |
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if [ $# != 6 ]; then |
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instructions |
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fi |
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while getopts ":u:n:c:" option; do |
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case $option in |
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u) USERNAME=${OPTARG} |
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;; |
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n) NUM_SERVERS=${OPTARG} |
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;; |
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c) CONFIG_PATH=${OPTARG} |
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;; |
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\?) instructions |
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;; |
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esac |
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done |
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source ~/miniconda3/etc/profile.d/conda.sh |
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if conda env list | grep ".*bloom-demo.*" &>/dev/null; then |
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conda activate bloom-demo |
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else |
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conda create -y --name bloom-demo python=3.8.12 pip |
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conda activate bloom-demo |
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conda install -y -c conda-forge cudatoolkit-dev==11.3.1 cudatoolkit==11.3.1 cudnn==8.2.1.32 |
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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 |
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pip install -i https://pypi.org/simple accelerate==0.10.0 huggingface-hub==0.7.0 hivemind==1.1.0 |
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pip install -i https://pypi.org/simple bitsandbytes-cuda113==0.26.0 |
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pip install -i https://pypi.org/simple https://github.com/huggingface/transformers/archive/6589e510fa4e6c442059de2fab84752535de9b23.zip |
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fi |
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hivemind-dht &> tmp.out & |
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sleep 3 |
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INITIAL_PEER=$(python -c "with open('tmp.out') as f: print(f.readlines()[1].split()[-2])" ) |
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rm tmp.out |
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echo "Initial peer: ${INITIAL_PEER}" |
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typeset -A cfg |
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cfg=( |
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[name]="" |
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[device]="cpu" |
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[block_ids]="1:2" |
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[id_path]="server.id" |
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[maddr]="/ip4/0.0.0.0/tcp/30000" |
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) |
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for SERVER_ID in $(seq 0 $(( $NUM_SERVERS - 1 )) ) |
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do |
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while read line |
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do |
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if echo $line | grep -F = &>/dev/null |
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then |
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varname=$(echo "$line" | cut -d '=' -f 1) |
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cfg[$varname]=$(echo "$line" | cut -d '=' -f 2-) |
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fi |
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done < ${CONFIG_PATH}/server_${SERVER_ID}.cfg |
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SERVER_NAME="${USERNAME}@${cfg[name]}" |
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echo "=== Server #${SERVER_ID} ===" |
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echo "Server name ${SERVER_NAME}" |
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echo "Server ID: ${cfg[id_path]}" |
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echo "Device: ${cfg[device]}" |
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echo "Bloom block ids: ${cfg[block_ids]}" |
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echo "Host maddr: ${cfg[maddr]}" |
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echo "=================" |
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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]}'" |
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done |