Guide

if you have no idea what is docker, check this

*** building cmds ***

a. install this docker (if linuex os)

https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html

b. get the repo

git clone https://github.com/chen2mg/docker_tutorial.git

c. build & run & save the docker image - about 5 mins

sudo docker build -f dockerfile -t <my_docker_image> .

*** additional cmds ***

1. list all images

sudo docker images

2. list all running containers

sudo docker ps

3. run image as container

sudo docker run --gpus all -d <image_ID>

4. run interactive mode

sudo docker exec -it <container_ID> /bin/bash

5. run training

cd /tutorial/Training python3 mnist.py

6. copy file from container to local

docker cp container_ID:/tutorial/my_model.h5 .