mblinder/tensorflow repository overview

⁠Build:

docker build -t mblinder/tensorflow:latest --build-arg ssh_pub_key="$(cat ~/.ssh/id_rsa.pub)" .

⁠Running:

docker run -it --rm -p 8896:8896 mblinder/tensorflow:latest

docker run -it --rm --gpus all -p 8896:8896 -v /home/mblinder/images:/home/mblinder/images mblinder/tensorflow:latest

docker run -it --rm --gpus all -p 8896:8896 -v /Users/marceloblinder/FinML:/home/mblinder/FinML mblinder/tensorflow:latest

⁠Tensorboard

Run: docker run -it --rm -p 8896:8896 -p 6006:6006 mblinder/tensorflow:latest

On a notenook run (make sure that the folder /home/logs exists):

• %load_ext tensorboard

• %tensorboard --logdir /home/logs --bind_all --port 6006

⁠Remove all containers:

docker system prune --all --force --volumes

⁠Remove connection

ssh -N -L 8896:localhost:8896 [email protected]⁠

⁠Login into a container:

docker run -it --rm mblinder/tensorflow:latest /bin/bash

⁠Attach to an existing container:

docker exec -it mblinder/tensorflow:latest /bin/bash

⁠TMUX

tmux new -s notebook

tmux attach -t notebook

Change terminal: crtl-B-D

⁠PIP

pip list --outdated --format=freeze | grep -v '^-e' | cut -d = -f 1 | xargs -n1 pip install -U (base) Marcelos-MacBook-Pro:tensorflow marceloblinder$ docker run -it --rm -p 8896:8896 mblinder/tensorflow:latest