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Reproducible Deep Learning (PhD Course) - Shared screen with speaker view
Simone Scardapane
02:08:12
https://docs.google.com/presentation/d/1r7SbbajL-UnYHOeY9fQ9YtoJdu9Q70U5M_11E68K1Rg/edit?usp=sharing
Simone Scardapane
02:13:25
https://github.com/sscardapane/reprodl2021/blob/exercise2_hydra_completed/train.py
Simone Scardapane
02:42:16
https://hub.docker.com/r/portainer/portainer-ce
Simone Scardapane
02:50:21
https://documentation.portainer.io/v2.0/deploy/ceinstalldocker/
Simone Scardapane
02:53:15
docker run -d -p 8000:8000 -p 9000:9000 --name=portainer -v /var/run/docker.sock:/var/run/docker.sock -v portainer_vol:/data portainer/portainer-ce
Simone Scardapane
03:04:19
Dockerfile
Simone Scardapane
03:08:29
https://github.com/NVIDIA/nvidia-docker
Simone Scardapane
03:09:52
pip install pipreqs
Simone Scardapane
03:13:03
1.8.1-cuda11.1-cudnn8-runtime
Simone Scardapane
03:13:54
FROM pytorch/pytorch:1.8.1-cuda11.1-cudnn8-devel
Simone Scardapane
03:27:20
RUN apt update && apt upgrade -y
Enrico
03:30:56
may I suggest to use "apt-get" instead of "apt"? (as "apt" don't have a stable CLI interface)
Simone Scardapane
03:33:49
RUN apt-get install -y libsndfile1-dev
Simone Scardapane
03:38:29
docker run --name "reprodl" --it simone/reprodl
Simone Scardapane
03:39:29
docker run --name "reprodl" --it simone/reprodl
Simone Scardapane
03:39:31
docker run --name "reprodl" -it simone/reprodl
Simone Scardapane
03:45:19
ARG USER_IDARG GROUP_IDARG USERNAMERUN addgroup --gid $GROUP_ID $USERNAMERUN adduser --home /home/$USERNAME --disabled-password --gecos '' --uid $USER_ID --gid $GROUP_ID $USERNAMEUSER $USERNAME
Simone Scardapane
03:48:07
--rm
Simone Scardapane
03:49:45
CMD python train.py ~trainer.gpus