CAM-Seg / docker_env /Dockerfile
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# Use a base image with CUDA 12.2 and Python 3.8
FROM nvidia/cuda:12.2.2-cudnn8-devel-ubuntu20.04
LABEL maintainer="Masud Ahmed <[email protected]>"
# Set environment variable to avoid interactive prompts
ENV DEBIAN_FRONTEND=noninteractive
# Install Python 3.8 and necessary dependencies
RUN apt-get update && apt-get install -y --no-install-recommends \
python3.8 \
python3.8-dev \
python3.8-distutils \
ffmpeg \
git \
libsm6 \
libxext6 \
libgl1 \
ninja-build \
wget \
curl && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
# Update pip and install required Python packages
RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.8 && \
pip install --upgrade pip
# Install the specified Python libraries
RUN pip --no-cache-dir install \
addict==2.4.0 \
aiofiles==22.1.0 \
aiosqlite==0.19.0 \
ansi2html==1.8.0 \
anyio==3.7.1 \
appdirs==1.4.4 \
argon2-cffi==23.1.0 \
argon2-cffi-bindings==21.2.0 \
arrow==1.2.3 \
async-lru==2.0.4 \
babel==2.12.1 \
beautifulsoup4==4.12.2 \
bleach==6.0.0 \
comm==0.1.4 \
configargparse==1.7 \
dash==2.12.1 \
dash-core-components==2.0.0 \
dash-html-components==2.0.0 \
dash-table==5.0.0 \
debugpy==1.6.7.post1 \
defusedxml==0.7.1 \
deprecation==2.1.0 \
descartes==1.1.0 \
docker-pycreds==0.4.0 \
docopt==0.6.2 \
dominate==2.8.0 \
einops==0.6.1 \
entrypoints==0.4 \
exceptiongroup==1.1.3 \
fancycompleter==0.9.1 \
fastjsonschema==2.18.0 \
filelock==3.13.1 \
fire==0.5.0 \
flask==2.2.5 \
fqdn==1.5.1 \
fsspec==2024.2.0 \
gitdb==4.0.11 \
gitpython==3.1.42 \
google-auth-oauthlib==1.0.0 \
grpcio==1.57.0 \
huggingface-hub==0.20.3 \
importlib-resources==6.0.1 \
ipykernel==6.25.1 \
ipython-genutils==0.2.0 \
ipywidgets==8.1.0 \
isoduration==20.11.0 \
itsdangerous==2.1.2 \
jinja2==3.1.2 \
joblib==1.3.2 \
json5==0.9.14 \
jsonpointer==2.4 \
jsonschema==4.19.0 \
jsonschema-specifications==2023.7.1 \
jupyter==1.0.0 \
jupyter-client==7.4.9 \
jupyter-console==6.6.3 \
jupyter-core==5.3.1 \
jupyter-events==0.7.0 \
jupyter-lsp==2.2.0 \
jupyter-packaging==0.12.3 \
jupyter-server==2.7.1 \
jupyter-server-fileid==0.9.0 \
jupyter-server-terminals==0.4.4 \
jupyter-server-ydoc==0.8.0 \
jupyter-ydoc==0.2.5 \
jupyterlab==3.6.5 \
jupyterlab-pygments==0.2.2 \
jupyterlab-server==2.24.0 \
jupyterlab-widgets==3.0.8 \
llvmlite==0.40.1 \
markupsafe==2.1.3 \
matplotlib==3.5.2 \
mistune==3.0.1 \
nbclassic==1.0.0 \
nbclient==0.8.0 \
nbconvert==7.7.4 \
nbformat==5.7.0 \
nest-asyncio==1.5.7 \
notebook==6.5.5 \
notebook-shim==0.2.3 \
numba==0.57.1 \
nuscenes-devkit==1.1.10 \
open3d==0.15.2 \
opencv-python==4.8.0.76 \
overrides==7.4.0 \
pandas==2.0.3 \
pandocfilters==1.5.0 \
pdbpp==0.10.3 \
pipreqs==0.4.13 \
pkgutil-resolve-name==1.3.10 \
platformdirs==3.10.0 \
plotly==5.16.1 \
prometheus-client==0.17.1 \
protobuf==4.24.0 \
psutil==5.9.5 \
pycocotools==2.0.7 \
pyquaternion==0.9.9 \
pyrepl==0.9.0 \
python-json-logger==2.0.7 \
pytz==2023.3 \
pyyaml==6.0.1 \
pyzmq==24.0.1 \
qtconsole==5.4.3 \
qtpy==2.3.1 \
referencing==0.30.2 \
regex==2023.12.25 \
retrying==1.3.4 \
rfc3339-validator==0.1.4 \
rfc3986-validator==0.1.1 \
rpds-py==0.9.2 \
safetensors==0.4.2 \
scikit-learn==1.3.0 \
scipy==1.10.1 \
send2trash==1.8.2 \
sentry-sdk==1.40.5 \
setproctitle==1.3.3 \
shapely==1.8.5 \
smmap==5.0.1 \
sniffio==1.3.0 \
soupsieve==2.4.1 \
tenacity==8.2.3 \
tensorboard==2.14.0 \
tensorboard-data-server==0.7.1 \
termcolor==2.3.0 \
terminado==0.17.1 \
threadpoolctl==3.2.0 \
tinycss2==1.2.1 \
tokenizers==0.15.2 \
tomli==2.0.1 \
tomlkit==0.12.1 \
transformers==4.38.1 \
tzdata==2023.3 \
uri-template==1.3.0 \
wandb==0.16.3 \
webcolors==1.13 \
webencodings==0.5.1 \
websocket-client==1.6.1 \
werkzeug==2.2.3 \
widgetsnbextension==4.0.8 \
wmctrl==0.5 \
y-py==0.6.0 \
yarg==0.1.9 \
ypy-websocket==0.8.4 \
torch==2.4.1 \
torchvision==0.19.1 \
torchaudio==2.4.1 \
torch-fidelity==0.3.0 \
timm==1.0.15 \
pytorch-lightning==2.4.0
# Create a symbolic link for python3 to python
RUN ln -s /usr/bin/python3.8 /usr/bin/python
# Expose the port for JupyterLab and code-server
EXPOSE 8443
# Start JupyterLab
CMD ["jupyter", "lab", "--ip=0.0.0.0", "--allow-root", "--notebook-dir=/notebooks"]