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deploy swarm on local & remote machines

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pull/18/head
Dmitry Baranchuk 2 years ago
parent 775f5b25cb
commit f60a7dd183
5 changed files with 245 additions and 12 deletions
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23
cli/deploy_server.sh
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@ -5,12 +5,12 @@
#################
instructions() {
echo "Usage: $0 [-i] [ -d ] [ -s ] [ -b ] [-p] [-t]" >&2
echo "Usage: $0 [-i] [ -d ] [ -p ] [ -b ] [-a] [-t]" >&2
echo " -i: initial peer"
echo " -d: device" >&2
echo " -s: server_id" >&2
echo " -p: server identity path" >&2
echo " -b: block_ids" >&2
echo " -p: port to run a server" >&2
echo " -a: host maddrs" >&2
echo " -t: whether to run local tests" >&2
exit 1
}
@ -19,18 +19,17 @@ if [ ! $# -ge 8 ]; then
instructions
fi
while getopts ":i:d:s:b:p:t:" option; do
while getopts ":i:d:p:b:a:t:" option; do
case $option in
i) INITIAL_PEER=${OPTARG}
i) INITIAL_PEER=${OPTARG}
;;
d) DEVICE=${OPTARG}
#((${DEVICE} == 'cpu' || ${DEVICE} == 'cuda')) || instructions
;;
s) SERVER_ID=${OPTARG}
p) SERVER_ID_PATH=${OPTARG}
;;
b) BLOCK_IDS=${OPTARG}
;;
p) PORT=${OPTARG}
a) HOST_MADDR=${OPTARG} # TODO: allow several maddrs
;;
t) RUN_LOCAL_TESTS=true
;;
@ -45,8 +44,8 @@ echo "= Config ="
echo "=========="
echo "Initial peer: ${INITIAL_PEER}"
echo "Device: ${DEVICE}"
echo "Server name: server${SERVER_ID}.id"
echo "Server address: /ip4/127.0.0.1/tcp/${PORT}"
echo "Server name: ${SERVER_ID_PATH}"
echo "Server address: ${HOST_MADDR}"
echo "Bloom blocks: ${BLOCK_IDS}"
@ -54,6 +53,7 @@ echo "Bloom blocks: ${BLOCK_IDS}"
# Install or activate env #
###########################
# TODO fix bug with self calling
source ~/miniconda3/etc/profile.d/conda.sh
if conda env list | grep ".*bloom-demo.*" >/dev/null 2>/dev/null; then
conda activate bloom-demo
@ -62,7 +62,6 @@ else
conda activate bloom-demo
conda install -y -c conda-forge cudatoolkit-dev==11.3.1 cudatoolkit==11.3.1 cudnn==8.2.1.32
# Specify -i https://pypi.org/simple at ultramar
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
@ -85,4 +84,4 @@ fi
##############
python -m cli.run_server --prefix bloom6b3 --converted_model_name_or_path bigscience/test-bloomd-6b3 --device ${DEVICE} --initial_peer ${INITIAL_PEER} \
--block_indices ${BLOCK_IDS} --torch_dtype float32 --identity_path ./server${SERVER_ID}.id --host_maddrs /ip4/127.0.0.1/tcp/${PORT} 2> server_${SERVER_ID}.out
--block_indices ${BLOCK_IDS} --torch_dtype float32 --identity_path ${SERVER_ID_PATH} --host_maddrs ${HOST_MADDR} &> ${SERVER_ID_PATH}.log

5
cli/local_server_config_example.cfg
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@ -0,0 +1,5 @@
device=cpu
block_ids=2:3
id_path=./server.id
maddr=/ip4/127.0.0.1/tcp/30000
#

6
cli/remote_server_config_example.cfg
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@ -0,0 +1,6 @@
name=bloom-peer-0.bloom.net
device=cpu
block_ids=1:3
id_path=./server.id
maddr=/ip4/0.0.0.0/tcp/30000
#

111
cli/run_local_servers.sh
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# !/usr/bin/env bash
#################
# Parse options #
#################
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=${OPTARG}
;;
\?) instructions
;;
esac
done
###########################
# Install or activate env #
###########################
source ~/miniconda3/etc/profile.d/conda.sh
if conda env list | grep ".*bloom-demo.*" &>/dev/null; then
conda activate bloom-demo
else
conda create -y --name bloom-demo python=3.8.12 pip
conda activate bloom-demo
conda install -y -c conda-forge cudatoolkit-dev==11.3.1 cudatoolkit==11.3.1 cudnn==8.2.1.32
pip install -i https://pypi.org/simple torch==1.11.0+cu113 torchvision==0.12.0+cu113 -f https://download.pytorch.org/whl/torch_stable.html
pip install -i https://pypi.org/simple accelerate==0.10.0 huggingface-hub==0.7.0 hivemind==1.1.0
pip install -i https://pypi.org/simple bitsandbytes-cuda113==0.26.0
pip install -i https://pypi.org/simple https://github.com/huggingface/transformers/archive/6589e510fa4e6c442059de2fab84752535de9b23.zip
fi
#######################
# Create Initial peer #
#######################
hivemind-dht &> tmp.out &
sleep 3
INITIAL_PEER=$(python -c "with open('tmp.out') as f: print(f.readlines()[1].split()[-1])" )
echo "Initial peer: ${INITIAL_PEER}"
##############################
# Initialize the config file #
##############################
typeset -A cfg
cfg=( # set default values in config array
[device]="cpu"
[block_ids]="1:2"
[id_path]="server.id"
[maddr]="/ip4/127.0.0.1/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
echo "=== Server #${SERVER_ID} ==="
echo "Server ID: ${id_path}"
echo "Device: ${cfg[device]}"
echo "Bloom block ids: ${cfg[block_ids]}"
echo "Host maddr: ${cfg[maddr]}"
echo ""
##############
# Run server #
##############
tmux new-session -d -s "Server_${SERVER_ID}" bash deploy_server.sh -i ${INITIAL_PEER} -d ${cfg[device]} -p ${cfg[id_path]} -b ${cfg[block_ids]} -a ${cfg[maddr]}
done
#####################
# Kill initial peer #
#####################
sleep 10
pkill -f hivemind-dht # TODO: kill only particular pids of hivemind-dht
rm tmp.out

112
cli/run_remote_servers.sh
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@ -0,0 +1,112 @@
# !/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
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