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| instructions() { |
| echo "Usage: $0 [-n] [-c]" >&2 |
| echo " -n: number of servers to run" >&2 |
| echo " -c: path to the server configs" >&2 |
| exit 1 |
| } |
|
|
| if [ $# != 4 ]; then |
| instructions |
| fi |
|
|
| while getopts ":n:c:t:" option; do |
| case $option in |
| n) NUM_SERVERS=${OPTARG} |
| ;; |
| c) CONFIG_PATH=${OPTARG} |
| ;; |
| \?) instructions |
| ;; |
| esac |
| done |
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| source ~/miniconda3/etc/profile.d/conda.sh |
| if conda env list | grep ".*bloom-demo.*" &>/dev/null; then |
| conda activate bloom-demo |
| else |
| conda create -y --name bloom-demo python=3.8.12 pip |
| conda activate bloom-demo |
|
|
| conda install -y -c conda-forge cudatoolkit-dev==11.3.1 cudatoolkit==11.3.1 cudnn==8.2.1.32 |
| pip install -i https://pypi.org/simple torch==1.11.0+cu113 torchvision==0.12.0+cu113 -f https://download.pytorch.org/whl/torch_stable.html |
| pip install -i https://pypi.org/simple accelerate==0.10.0 huggingface-hub==0.7.0 hivemind==1.1.0 |
| pip install -i https://pypi.org/simple bitsandbytes-cuda113==0.26.0 |
| pip install -i https://pypi.org/simple https://github.com/huggingface/transformers/archive/6589e510fa4e6c442059de2fab84752535de9b23.zip |
| fi |
|
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| |
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|
| hivemind-dht &> tmp.out & |
| sleep 3 |
| INITIAL_PEER=$(python -c "with open('tmp.out') as f: print(f.readlines()[1].split()[-1])" ) |
| echo "Initial peer: ${INITIAL_PEER}" |
|
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| |
| |
| |
|
|
| typeset -A cfg |
| cfg=( |
| [device]="cpu" |
| [block_ids]="1:2" |
| [id_path]="server.id" |
| [maddr]="/ip4/127.0.0.1/tcp/30000" |
| ) |
|
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| |
| |
| |
|
|
| for SERVER_ID in $(seq 0 $(( $NUM_SERVERS - 1 )) ) |
| do |
| |
| |
| |
|
|
| 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 |
| |
| echo "=== Server #${SERVER_ID} ===" |
| echo "Server ID: ${id_path}" |
| echo "Device: ${cfg[device]}" |
| echo "Bloom block ids: ${cfg[block_ids]}" |
| echo "Host maddr: ${cfg[maddr]}" |
| echo "" |
| |
| |
| |
| |
|
|
| tmux new-session -d -s "Server_${SERVER_ID}" bash cli/deploy_server.sh -i ${INITIAL_PEER} -d ${cfg[device]} -p ${cfg[id_path]} -b ${cfg[block_ids]} -a ${cfg[maddr]} |
| done |
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| sleep 10 |
| pkill -f hivemind-dht |
| rm tmp.out |