| ADD file:1f1efd56601ebc26a041a7b994a380ef68112b91a078e225753bee7b3196d22c in / | 
						
					
						
							| CMD ["bash"] | 
						
					
						
							| ENV PATH=/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin | 
						
					
						
							| ENV LANG=C.UTF-8 | 
						
					
						
							| /bin/sh -c set -eux; 	apt-get update; 	apt-get install -y --no-install-recommends 		ca-certificates 		netbase 		tzdata 	; 	rm -rf /var/lib/apt/lists/* | 
						
					
						
							| ENV GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D | 
						
					
						
							| ENV PYTHON_VERSION=3.10.8 | 
						
					
						
							| /bin/sh -c set -eux; 		savedAptMark="$(apt-mark showmanual)"; 	apt-get update; 	apt-get install -y --no-install-recommends 		dpkg-dev 		gcc 		gnupg dirmngr 		libbluetooth-dev 		libbz2-dev 		libc6-dev 		libexpat1-dev 		libffi-dev 		libgdbm-dev 		liblzma-dev 		libncursesw5-dev 		libreadline-dev 		libsqlite3-dev 		libssl-dev 		make 		tk-dev 		uuid-dev 		wget 		xz-utils 		zlib1g-dev 	; 		wget -O python.tar.xz "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz"; 	wget -O python.tar.xz.asc "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz.asc"; 	GNUPGHOME="$(mktemp -d)"; export GNUPGHOME; 	gpg --batch --keyserver hkps://keys.openpgp.org --recv-keys "$GPG_KEY"; 	gpg --batch --verify python.tar.xz.asc python.tar.xz; 	command -v gpgconf > /dev/null && gpgconf --kill all || :; 	rm -rf "$GNUPGHOME" python.tar.xz.asc; 	mkdir -p /usr/src/python; 	tar --extract --directory /usr/src/python --strip-components=1 --file python.tar.xz; 	rm python.tar.xz; 		cd /usr/src/python; 	gnuArch="$(dpkg-architecture --query DEB_BUILD_GNU_TYPE)"; 	./configure 		--build="$gnuArch" 		--enable-loadable-sqlite-extensions 		--enable-optimizations 		--enable-option-checking=fatal 		--enable-shared 		--with-lto 		--with-system-expat 		--without-ensurepip 	; 	nproc="$(nproc)"; 	make -j "$nproc" 		LDFLAGS="-Wl,--strip-all" 	; 	make install; 		cd /; 	rm -rf /usr/src/python; 		find /usr/local -depth 		\( 			\( -type d -a \( -name test -o -name tests -o -name idle_test \) \) 			-o \( -type f -a \( -name '*.pyc' -o -name '*.pyo' -o -name 'libpython*.a' \) \) 		\) -exec rm -rf '{}' + 	; 		ldconfig; 		apt-mark auto '.*' > /dev/null; 	apt-mark manual $savedAptMark; 	find /usr/local -type f -executable -not \( -name '*tkinter*' \) -exec ldd '{}' ';' 		| awk '/=>/ { print $(NF-1) }' 		| sort -u 		| xargs -r dpkg-query --search 		| cut -d: -f1 		| sort -u 		| xargs -r apt-mark manual 	; 	apt-get purge -y --auto-remove -o APT::AutoRemove::RecommendsImportant=false; 	rm -rf /var/lib/apt/lists/*; 		python3 --version | 
						
					
						
							| /bin/sh -c set -eux; 	for src in idle3 pydoc3 python3 python3-config; do 		dst="$(echo "$src" | tr -d 3)"; 		[ -s "/usr/local/bin/$src" ]; 		[ ! -e "/usr/local/bin/$dst" ]; 		ln -svT "$src" "/usr/local/bin/$dst"; 	done | 
						
					
						
							| ENV PYTHON_PIP_VERSION=22.2.2 | 
						
					
						
							| ENV PYTHON_SETUPTOOLS_VERSION=63.2.0 | 
						
					
						
							| ENV PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/66030fa03382b4914d4c4d0896961a0bdeeeb274/public/get-pip.py | 
						
					
						
							| ENV PYTHON_GET_PIP_SHA256=1e501cf004eac1b7eb1f97266d28f995ae835d30250bec7f8850562703067dc6 | 
						
					
						
							| /bin/sh -c set -eux; 		savedAptMark="$(apt-mark showmanual)"; 	apt-get update; 	apt-get install -y --no-install-recommends wget; 		wget -O get-pip.py "$PYTHON_GET_PIP_URL"; 	echo "$PYTHON_GET_PIP_SHA256 *get-pip.py" | sha256sum -c -; 		apt-mark auto '.*' > /dev/null; 	[ -z "$savedAptMark" ] || apt-mark manual $savedAptMark > /dev/null; 	apt-get purge -y --auto-remove -o APT::AutoRemove::RecommendsImportant=false; 	rm -rf /var/lib/apt/lists/*; 		export PYTHONDONTWRITEBYTECODE=1; 		python get-pip.py 		--disable-pip-version-check 		--no-cache-dir 		--no-compile 		"pip==$PYTHON_PIP_VERSION" 		"setuptools==$PYTHON_SETUPTOOLS_VERSION" 	; 	rm -f get-pip.py; 		pip --version | 
						
					
						
							| CMD ["python3"] | 
						
					
						
							| ARG NB_USER | 
						
					
						
							| ARG NB_UID NB_USER | 
						
					
						
							| ARG NB_GID NB_UID NB_USER | 
						
					
						
							| |3 NB_GID=100 NB_UID=1000 NB_USER=jovyan /bin/sh -c apt-get update --yes &&     apt-get upgrade --yes &&     apt-get install --yes --no-install-recommends     bzip2     ca-certificates     ffmpeg      git     git-lfs     locales     curl     libportaudio2      dnsutils     sudo     nano     build-essential     tini     wget &&     apt-get clean && rm -rf /var/lib/apt/lists/* &&     echo "en_US.UTF-8 UTF-8" > /etc/locale.gen &&     locale-gen | 
						
					
						
							| ENV CONDA_DIR=/opt/conda     SHELL=/bin/bash     NB_USER="${NB_USER}"     NB_UID=${NB_UID}     NB_GID=${NB_GID}     LC_ALL=en_US.UTF-8     LANG=en_US.UTF-8     LANGUAGE=en_US.UTF-8 | 
						
					
						
							| ENV PATH="${CONDA_DIR}/bin:${PATH}"     HOME="/home/${NB_USER}" | 
						
					
						
							| COPY file:b3908af9a9eccf6eb9672de521b788dbab559c0a330ab8ef6d80ebdde1eb9805 in /usr/local/bin/fix-permissions | 
						
					
						
							| |3 NB_GID=100 NB_UID=1000 NB_USER=jovyan /bin/sh -c chmod a+rx /usr/local/bin/fix-permissions | 
						
					
						
							| |3 NB_GID=100 NB_UID=1000 NB_USER=jovyan /bin/sh -c sed -i 's/^#force_color_prompt=yes/force_color_prompt=yes/' /etc/skel/.bashrc &&    echo 'eval "$(command conda shell.bash hook 2> /dev/null)"' >> /etc/skel/.bashrc | 
						
					
						
							| |3 NB_GID=100 NB_UID=1000 NB_USER=jovyan /bin/sh -c echo "auth requisite pam_deny.so" >> /etc/pam.d/su &&     sed -i.bak -e 's/^%admin/#%admin/' /etc/sudoers &&     sed -i.bak -e 's/^%sudo/#%sudo/' /etc/sudoers &&     useradd -l -m -s /bin/bash -N -u "${NB_UID}" "${NB_USER}" &&     mkdir -p "${CONDA_DIR}" &&     chown "${NB_USER}:${NB_GID}" "${CONDA_DIR}" &&     chmod g+w /etc/passwd &&     fix-permissions "${HOME}" &&     fix-permissions "${CONDA_DIR}" | 
						
					
						
							| USER ${NB_UID} | 
						
					
						
							| ARG NB_GID NB_UID NB_USER PYTHON_VERSION | 
						
					
						
							| |4 NB_GID=100 NB_UID=1000 NB_USER=jovyan PYTHON_VERSION=3.10 /bin/sh -c mkdir "/home/${NB_USER}/work" &&     fix-permissions "/home/${NB_USER}" | 
						
					
						
							| COPY file:dfbd331a79e82f8acd93224647e98663d6db47fc38d26cf7f4dba34c64cc5301 in "${CONDA_DIR}/.condarc" | 
						
					
						
							| WORKDIR /tmp | 
						
					
						
							| |4 NB_GID=100 NB_UID=1000 NB_USER=jovyan PYTHON_VERSION=3.10 /bin/sh -c set -x &&     arch=$(uname -m) &&     if [ "${arch}" = "x86_64" ]; then         arch="64";     fi &&     wget -qO /tmp/micromamba.tar.bz2         "https://micromamba.snakepit.net/api/micromamba/linux-${arch}/latest" &&     tar -xvjf /tmp/micromamba.tar.bz2 --strip-components=1 bin/micromamba &&     rm /tmp/micromamba.tar.bz2 &&     PYTHON_SPECIFIER="python=${PYTHON_VERSION}" &&     if [[ "${PYTHON_VERSION}" == "default" ]]; then PYTHON_SPECIFIER="python"; fi &&     ./micromamba install         --root-prefix="${CONDA_DIR}"         --prefix="${CONDA_DIR}"         --yes         "${PYTHON_SPECIFIER}"         'mamba'         'jupyter_core' &&     rm micromamba &&     mamba list python | grep '^python ' | tr -s ' ' | cut -d ' ' -f 1,2 >> "${CONDA_DIR}/conda-meta/pinned" &&     mamba clean --all -f -y &&     fix-permissions "${CONDA_DIR}" &&     fix-permissions "/home/${NB_USER}" | 
						
					
						
							| ENV CONDA_CUDA_OVERRIDE="11.2" | 
						
					
						
							| ENV NUM_GPUS=1 | 
						
					
						
							| |4 NB_GID=100 NB_UID=1000 NB_USER=jovyan PYTHON_VERSION=3.10 /bin/sh -c CONDA_OVERRIDE_CUDA="11.2" conda install tensorflow-gpu==2.11.0 -c conda-forge | 
						
					
						
							| |4 NB_GID=100 NB_UID=1000 NB_USER=jovyan PYTHON_VERSION=3.10 /bin/sh -c CONDA_OVERRIDE_CUDA="11.2" conda install -c conda-forge pytorch-gpu | 
						
					
						
							| WORKDIR /tmp | 
						
					
						
							| |4 NB_GID=100 NB_UID=1000 NB_USER=jovyan PYTHON_VERSION=3.10 /bin/sh -c mamba install --quiet --yes     'notebook==6.4.12'     'jupyterhub==2.3.1'     'mathjax'     'voila==0.3.7'     'jupyterlab-git'     'numba'     'cython'     'matplotlib'     'pandas'     'scipy'     'scikit-image'     'scikit-learn'     'jupyterlab==3.4.3'     'ipywebrtc' &&     jupyter notebook --generate-config &&     mamba clean --all -f -y &&     jupyter lab clean &&     rm -rf "/home/${NB_USER}/.cache/yarn" &&     fix-permissions "${CONDA_DIR}" &&     fix-permissions "/home/${NB_USER}" | 
						
					
						
							| ENV JUPYTER_PORT=8888 | 
						
					
						
							| EXPOSE $JUPYTER_PORT | 
						
					
						
							| |4 NB_GID=100 NB_UID=1000 NB_USER=jovyan PYTHON_VERSION=3.10 /bin/sh -c pip install --extra-index-url https://git.sandbox.iuk.hdm-stuttgart.de/api/packages/grosse/pypi/simple jupyterlab-sandbox-theme | 
						
					
						
							| |4 NB_GID=100 NB_UID=1000 NB_USER=jovyan PYTHON_VERSION=3.10 /bin/sh -c pip install --extra-index-url https://git.sandbox.iuk.hdm-stuttgart.de/api/packages/grosse/pypi/simple jupyterlab-sandbox-announcement | 
						
					
						
							| |4 NB_GID=100 NB_UID=1000 NB_USER=jovyan PYTHON_VERSION=3.10 /bin/sh -c pip install sounddevice wavio | 
						
					
						
							| |4 NB_GID=100 NB_UID=1000 NB_USER=jovyan PYTHON_VERSION=3.10 /bin/sh -c pip install torch==1.13.1+cu116 torchvision==0.14.1+cu116 torchaudio==0.13.1 --extra-index-url https://download.pytorch.org/whl/cu116 | 
						
					
						
							| |4 NB_GID=100 NB_UID=1000 NB_USER=jovyan PYTHON_VERSION=3.10 /bin/sh -c pip install opencv-python-headless | 
						
					
						
							| CMD ["start-notebook.sh"] | 
						
					
						
							| COPY multi:9b510d5a78587895b1c9aa1c05d60a63bc1613047c720bafa77d3ec9e3d6a72c in /usr/local/bin/ | 
						
					
						
							| COPY file:989ceaacd505c91dc0c38cfe7d8fa5c3d4744a421ccd9eff659dd61994fad4e2 in /etc/jupyter/ | 
						
					
						
							| USER root | 
						
					
						
							| |4 NB_GID=100 NB_UID=1000 NB_USER=jovyan PYTHON_VERSION=3.10 /bin/sh -c echo 'export PATH=/opt/conda/bin:$PATH' >> /etc/profile | 
						
					
						
							| |4 NB_GID=100 NB_UID=1000 NB_USER=jovyan PYTHON_VERSION=3.10 /bin/sh -c sed -re "s/c.ServerApp/c.NotebookApp/g"     /etc/jupyter/jupyter_server_config.py > /etc/jupyter/jupyter_notebook_config.py &&     fix-permissions /etc/jupyter/ | 
						
					
						
							| HEALTHCHECK  --interval=5s --timeout=3s --start-period=5s --retries=3     CMD wget -O- --no-verbose --tries=1 --no-check-certificate     http${GEN_CERT:+s}://localhost:${JUPYTER_PORT}${JUPYTERHUB_SERVICE_PREFIX:-/}api || exit 1 | 
						
					
						
							| USER ${NB_UID} | 
						
					
						
							| |4 NB_GID=100 NB_UID=1000 NB_USER=jovyan PYTHON_VERSION=3.10 /bin/sh -c jupyter labextension disable "@jupyterlab/apputils-extension:announcements" | 
						
					
						
							| WORKDIR "${HOME}" |