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research/fastai_jupyter/.env
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research/fastai_jupyter/.env
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ROOT_DIR=/opt/jupyter_gpu/fastai
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JUPYTER_PORT=7777
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research/fastai_jupyter/Dockerfile
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research/fastai_jupyter/Dockerfile
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# Relies on JUPYTER_PORT being set in docker-compose.yml
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# -------------------------------------------------------
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FROM pytorch/pytorch:latest
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# RUN useradd -m -s /bin/bash oleg
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# Install packages
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# --- this version of jupyter is required to work with the widgets
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RUN pip install jupyterlab==3.6.7
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#
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RUN pip install ipywidgets
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RUN pip install pandas numpy plotly
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#
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RUN pip install fastbook
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# Install additional applications
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RUN apt update
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RUN apt-get install graphviz -y
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# Set environment variables, etc.
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#ENV MY_ENV_VAR=myvalue
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# Set the working directory
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WORKDIR /workspace
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# Expose the port for JupyterLab
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EXPOSE ${JUPYTER_PORT}
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# Command to run JupyterLab
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CMD ["jupyter-lab", "--ip=0.0.0.0", "--port=7777", "--no-browser", "--allow-root", "--NotebookApp.token=''"]
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research/fastai_jupyter/docker-compose.yml
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research/fastai_jupyter/docker-compose.yml
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version: '3.8'
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#==================================================
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# Relies on the file `.env` content for varables:
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# ROOT_DIR
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# JUPYTER_PORT
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#==================================================
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services:
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jupyter:
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build: ${ROOT_DIR}
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image: cvtt/fastai:v0.0.1
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container_name: fastai_jupyter
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runtime: nvidia
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restart: unless-stopped
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environment:
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- JUPYTER_ENABLE_LAB=yes
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volumes:
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- ${ROOT_DIR}/notebooks:/workspace
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- ${ROOT_DIR}/jupyter_settings/user-settings:/root/.jupyter/lab/user-settings
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- ${ROOT_DIR}/jupyter_settings/workspaces:/root/.jupyter/lab/workspaces
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- ${ROOT_DIR}/.cache/torch:/root/.cache/torch
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ports:
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- "${JUPYTER_PORT}:${JUPYTER_PORT}"
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shm_size: "8gb"
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