iotai_container_env

Container environment using Docker for Learning IoT and AI

See Wiki

Prerequisites

docker docker-compose

Build

docker-compose build

Creates

iotai_infer_gpu
iotai_train_gpu

• iotain_infer_gpu: use for training models. iotain_train_gpu builds on iotain_infer_gpu adding development tools.
• iotain_infer_gpu: use for runnign models in production.

Run

~/.bashrc

export CURRENT_UID=$(id -u):$(id -g)

Training container

docker-compose up -d train

Inference container

docker-compose up -d infer

Connect to running container

List running containers docker ps

Connect docker exec -it iotai_container_env_train_1

Setup launch command alias as alternative to launching with docker-compose

Inference container

alias iotai_infer='docker run --rm -u $(id -u):$(id -g) --name iotai_infer --runtime=nvidia -it -v "/etc/passwd:/etc/passwd:ro" -v "/etc/group:/etc/group:ro" -v "/home:/home" --memory=16g --shm-size=16g -p "780:80" -v /tmp/.X11-unix:/tmp/.X11-unix -e DISPLAY=$DISPLAY iotai_infer_gpu:latest bash'

Training container

alias iotai_train='docker run --rm -u $(id -u):$(id -g) --name iotai_train --runtime=nvidia -it -v "/etc/passwd:/etc/passwd:ro" -v "/etc/group:/etc/group:ro" -v "/home:/home" --memory=16g --shm-size=16g -p "780:80" -p "7888:8888" -v /tmp/.X11-unix:/tmp/.X11-unix -e DISPLAY=$DISPLAY iotai_train_gpu:latest bash'