Dockerfiles for research

Install dockers

• install docker on ubuntu

Sample

Sample for creating new environment on gpu.
(If you want to create environment on cpu, replace for_research_on_gpu to for_research_on_cpu in Dockerfile.)

$ wget https://raw.githubusercontent.com/johshisha/docker_for_research/master/sample/Dockerfile
$ touch requirements.txt # and edit if you want
$ docker build -t sample/sample .
$ nvidia-docker run --rm -it -p 8888:8888 -v "$PWD":/home/docker/work sample/sample /bin/bash # If on cpu, replace nvidia-docker to docker

Build and Run on GPU

• build

$ git clone https://github.com/johshisha/docker_for_research && cd docker_for_research
$ docker build -t [tag]:[version] -f ./dockers/build/Dockerfile.gpu . --build-arg PASSWD=docker_user_password

• run jupyter notebook

$ nvidia-docker run --rm -it -p 8888:8888 -v "$PWD":/home/docker/work [tag]:[version] jupyter-notebook --ip=0.0.0.0
# access `http://0.0.0.0:8888/?token=~~~`

• run bash

$ nvidia-docker run --rm -it -p 8888:8888 -v "$PWD":/home/docker/work [tag]:[version] /bin/bash

Build and Run on CPU

• build

$ git clone https://github.com/johshisha/docker_for_research && cd docker_for_research
$ docker build -t [tag]:[version] -f ./dockers/build/Dockerfile.cpu . --build-arg PASSWD=docker_user_password

• run jupyter notebook

$ docker run --rm -it -p 8888:8888 -v "$PWD":/home/docker/work [tag]:[version] jupyter-notebook --ip=0.0.0.0
# access `http://0.0.0.0:8888/?token=~~~`

• run bash

$ docker run --rm -it -p 8888:8888 -v "$PWD":/home/docker/work [tag]:[version] /bin/bash