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• • Deploy NodeAuthServer

    1. deploy files

       $ sudo mkdir /usr/libexec/NodeAuth

       $ sudo cp xxx/NodeAuthServer /usr/libexec/NodeAuth

       $ sudo chmod +x /usr/libexec/NodeAuth/NodeAuthServer

    2. add service for systemctl
       

       $ sudo vim /etc/systemd/system/NodeAuthServer.service
       [Unit]
       Description=Node Auth Server

       [Service]
       WorkingDirectory=/usr/libexec/NodeAuth
       ExecStart=/usr/libexec/NodeAuth/NodeAuthServer

       [Install]
       WantedBy=multi-user.target

    3. start parsec servive

       $ sudo systemctl enable NodeAuthServer.service

       $ sudo systemctl start NodeAuthServer.service

  • Deploy k3s Server

    1. install and get token
       

       $ curl -sfL https://get.k3s.io | sh -s - --docker

       $ sudo cat /var/lib/rancher/k3s/server/node-token
       K10f3a81f8be38c4f230e45d330b153a6266a665d3310764d0d09075c2d4a40aa5b::server:a3abba7155f2f7b4684dbc548724ed22

  • Deploy EdgeFaas

    1. run by docker
       

       $ sudo docker run --name edgefaas --restart=always -d -p8888:8080 registry.gitlab.com/arm-research/smarter/edgefaas/edgefaas:v1-1-0
       

    2. install demo apis
       

       $ curl 192.168.0.118:8888/mgmt -d "http://192.168.0.104:8080/sysinfo.py"

       $ curl 192.168.0.118:8888/mgmt -d "http://192.168.0.104:8080/camera.py"

       $ curl 192.168.0.118:8888/mgmt -d "http://192.168.0.104:8080/image.py"

       Note: 192.168.0.118 is EdgeFaas device, 192.168.0.104 is PC.

• Deploy Demo App on Nvidia Nano

  • Deploy Parsec Server

    1. prepared files directory structure

       parsec-server-aarch64/

           parsec

           config.toml

           parsec.service

    2. add system user parsec (NEED login by root)
       

       $ sudo useradd -m parsec

       $ sudo passwd parsec

       $ sudo usermod -s /bin/bash parsec

       $ sudo loginctl enable-linger parsec

       $ sudo groupadd parsec-clients

    3. create necessary directorys (NEED login by root)

       $ sudo mkdir /var/lib/parsec

       $ sudo chown parsec:parsec /var/lib/parsec

       $ sudo chmod 700 /var/lib/parsec

       $ sudo mkdir /etc/parsec

       $ sudo chown parsec:parsec /etc/parsec

       $ sudo chmod 700 /etc/parsec

       $ sudo mkdir /usr/libexec/parsec

       $ sudo chown parsec:parsec /usr/libexec/parsec

       $ sudo chmod 700 /usr/libexec/parsec

       $ sudo mkdir /home/parsec/run/

       $ sudo chown parsec:parsec-clients /home/parsec/run/

       $ sudo chmod 750 /home/parsec/run/

    4. deploy files (NEED login by parsec)

       $ cp xxx/parsec-server-aarch64/parsec /usr/libexec/parsec

       $ chmod +x /usr/libexec/parsec/parsec

       $ cp xxx/parsec-server-aarch64/config.toml /etc/parsec/config.toml

       $ mkdir -p ~/.config/systemd/user

       $ cp xxx/parsec-server-aarch64/parsec.service ~/.config/systemd/user

    5. start parsec servive (NEED login by parsec)

       $ systemctl --user enable parsec

       $ systemctl --user start parsec

  • Deploy Parsec client

    • import docker image

      $ sudo docker load < parsec-client-v1.0-docker-aarch64.tar
      $ sudo docker images
      REPOSITORY TAG IMAGE ID CREATED SIZE
      <none> <none> d396f7adeed3 2 months ago 16.9MB
      $ sudo docker tag d396f7adeed3 parsec-client:v1.0

    • run image

      $ sudo docker run --restart=always -d -p8300:8300 -v /home/parsec/run:/run/parsec parsec-client:v1.0
      $ curl -v -d '{"Name": "GoClient"}' 127.0.0.1:8300/client
      ...
      HTTP/1.1 200 OK
      ...

    • import public key
      $ curl -v -d '{"Name": "GoClient", "KeyName": "MyPubKey", "Message":"ssh-rsa MIIBCgKCAQEAui7zi+ehpbtqa+haTF2S7dB01QKf2zpIpy//58x9j4L1ZR44h7ftdymJlg3c07VBRVEx5BUIuaXPZ2g4Yq5Un21LK9GQoPvisIU53ePQN5anY4sO+NhqPOnaobkX02Pflp1m5EYjyCgVY62of/DXaPyr91xFeeyvRJFgfyPA+xk7VCsbjtNEL118IhJLmMVqNq/OgDDTvCN93hgJD5D/nRvXhe4CVR6ZYvBLF1E7blwwcq3EcmtYO+u3l0mPQSm9OR6YLhqxTcw29G/MBP+1X6yokALE/0Ykt0FxIOIQDkdukKtK50p38kzluQ9iHIOhG2QWhTpqwa7boQyeXcLiLQIDAQAB GoClient_MyEncKey"}' 127.0.0.1:8300/key

  • Deploy NodeAuthAgent

    • deploy files
      $ sudo mkdir /usr/libexec/NodeAuth
      $ sudo cp xxx/NodeAuthAgent /usr/libexec/NodeAuth
      $ sudo chmod +x /usr/libexec/NodeAuth/NodeAuthAgent
    • config systemctl service
      $ sudo vim /etc/systemd/system/NodeAuthAgent.service
      [Unit]
      Description=Node Auth Agent
      
      [Service]
      WorkingDirectory=/usr/libexec/NodeAuth
      ExecStart=/usr/libexec/NodeAuth/NodeAuthAgent
      
      [Install]
      WantedBy=multi-user.target
    • start service
      $ sudo systemctl enable NodeAuthAgent.service
      $ sudo systemctl start NodeAuthAgent.service

  • Deploy k3s agent

  • Deploy Triton Server 

  • • install with k3s server token
      $ curl -sfL https://get.k3s.io | K3S_URL=https://192.168.0.116:6443 K3S_TOKEN=K10f3a81f8be38c4f230e45d330b153a6266a665d3310764d0d09075c2d4a40aa5b::server:a3abba7155f2f7b4684dbc548724ed22 sh -s - --docker

  • Deploy Triton Server

    • get JetPack
      $ wget https://github.com/triton-inference-server/server/releases/download/v2.17.0/tritonserver2.17.0-jetpack4.6.tgz
      $ tar zxvf tritonserver2.17.0-jetpack4.6.tgz
    • Installation dependent environment
      $ sudo apt-get update && \
          sudo apt-get install -y --no-install-recommends \
          software-properties-common \
          autoconf \
          automake \
          build-essential \
          cmake \
          git \
          libb64-dev \
          libre2-dev \
          libssl-dev \
          libtool \
          libboost-dev \
          libcurl4-openssl-dev \
          libopenblas-dev \
          rapidjson-dev \
          patchelf \
          zlib1g-dev
      $ sudo apt remove cmake
      $ wget https://cmake.org/files/v3.21/cmake-3.21.0.tar.gz
      $ tar -xf cmake-3.21.0.tar.gz
      $ cd cmake-3.21.0 && ./configure && sudo make install
      $ sudo apt-get install -y --no-install-recommends \
          curl \
          pkg-config \
          python3 \
          python3-pip \
          python3-dev
      $ sudo pip3 install --upgrade wheel setuptools cython
      $ sudo pip3 install --upgrade grpcio-tools numpy==1.19.4 future attrdict
    • get Triton Model
      $ git clone https://github.com/triton-inference-server/server
      $ git checkout r21.12
      $ cd docs/examples
      $ ./fetch_models.sh
    • test Triton server
      $ cd tritonserver2.17.0
      $ bin/tritonserver --model-repository=../model_repository --backend-directory=./backends --backend-config=tensorflow,version=2
      $ curl -v localhost:8000/v2/health/ready
      
    • creata systemctl service
      $ sudo useradd -m triton
      $ sudo passwd triton
      $ sudo usermod -s /bin/bash triton
      $ sudo loginctl enable-linger triton
      $ cp -R /xxx/tritonserver2.17.0 ./
      $ cp -R /home/u0u0/Documents/model_repository ./
      $ mkdir -p ~/.config/systemd/user
      $ vim ~/.config/systemd/user/triton.service
      [Unit]
      Description=Triton Server
      
      [Service]
      WorkingDirectory=/home/triton
      ExecStart=/home/triton/tritonserver2.17.0/bin/tritonserver --model-repository=/home/triton/model_repository --backend-directory=/home/triton/tritonserver2.17.0/backends --backend-config=tensorflow,version=2
      
      [Install]
      WantedBy=default.target
      
    • start service
      $ systemctl --user enable triton
      $ systemctl --user start triton

  • Deploy Triton client

    • import docker image
      $ sudo docker load < triton-client-v1.0-docker-aarch64.tar
      $ sudo docker images
      $ sudo docker tag a39dfgf7adeed3 triton-client:v1.0
    • run image
      $ sudo docker run --restart=always --add-host=host.docker.internal:host-gateway -d -p8302:8302 triton-client:v1.0
    Deploy Triton client

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