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Dockerfile

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+FROM nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04
+
+# Install base utilities
+RUN apt-get update \
+    && apt-get install -y build-essential \
+    && apt-get install -y wget git curl vim nano htop byobu zip unzip \
+    && apt-get clean \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install Docker
+RUN curl -fsSL https://get.docker.com | sh
+
+# Install miniconda
+ENV CONDA_DIR=/opt/conda
+RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh && \
+    /bin/bash ~/miniconda.sh -b -p /opt/conda
+
+# Put conda in path so we can use conda activate
+ENV PATH=$CONDA_DIR/bin:$PATH
+
+# Install jupyter 
+RUN pip install jupyter ipykernel nvitop
+RUN pip install conda-pack 
+
+# Install zsh
+RUN apt-get update && apt-get install -y zsh
+RUN chsh -s /usr/bin/zsh
+RUN sh -c "$(curl -fsSL https://raw.githubusercontent.com/ohmyzsh/ohmyzsh/master/tools/install.sh && y)"
+# COPY zsh config
+COPY ./.zshrc /root/.zshrc
+SHELL [ "/bin/zsh" , "-c" ]
+ENV ZSH_CUSTOM=/root/.oh-my-zsh/custom
+RUN git clone https://github.com/zsh-users/zsh-autosuggestions.git $ZSH_CUSTOM/plugins/zsh-autosuggestions
+RUN git clone https://github.com/zsh-users/zsh-syntax-highlighting.git $ZSH_CUSTOM/plugins/zsh-syntax-highlighting
+
+# Install ssh
+RUN apt-get update && apt-get install -y openssh-server
+RUN sed -i 's/PermitRootLogin prohibit-password/PermitRootLogin yes/' /etc/ssh/sshd_config
+RUN useradd -m -s /bin/bash developer
+RUN echo 'developer:devserver123' | chpasswd
+RUN service ssh start
+
+# Install nettools
+RUN apt install -y net-tools telnet traceroute
+
+EXPOSE 22
+
+WORKDIR /workspace
+
+# RUN command
+CMD [ "jupyter-notebook", "--no-browser", "--ip=0.0.0.0", "--port", "8080", "--allow-root", "--NotebookApp.token=devserver123" , "--notebook-dir=/workspace", "--NotebookApp.terminado_settings={'shell_command': ['/usr/bin/zsh']}"]

docker-compose.yml

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+version: '3.8'
+
+services:
+  # Developer server
+  developer-server:
+    image: docker-essential:v1.0
+    container_name: dev-server
+    ports:
+      - "8888:8080"
+      - "8822:22"
+      - "8810:8810"
+      - "8811:8811"
+      - "8812:8812"
+      - "8813:8813"
+      - "8814:8814"
+      - "8815:8815"
+      - "8816:8816"
+      - "8817:8817"
+      - "8818:8818"
+      - "8819:8819"
+    runtime: nvidia
+    volumes:
+      - workspace:/workspace
+      - /var/run/docker.sock:/var/run/docker.sock
+    networks:
+      - developer-server
+    restart: always
+
+  # GitLab service
+  gitlab-web:
+    image: gitlab/gitlab-ce:latest
+    container_name: gitlab-web
+    hostname: 'localhost'
+    ports:
+      - "8080:80"
+      - "8843:443"
+      - "8802:22"
+    volumes:
+      - '$GITLAB_HOME/config:/etc/gitlab'
+      - '$GITLAB_HOME/logs:/var/log/gitlab'
+      - '$GITLAB_HOME/data:/var/opt/gitlab'
+    environment:
+      GITLAB_OMNIBUS_CONFIG: |
+        external_url 'http://localhost'
+    networks:
+      - developer-server
+    restart: always
+
+  gitlab-runner:
+    image: gitlab/gitlab-runner:alpine
+    container_name: gitlab-runner    
+    restart: always
+    depends_on:
+      - gitlab-web
+    volumes:
+      - /var/run/docker.sock:/var/run/docker.sock
+      - '$GITLAB_HOME/gitlab-runner:/etc/gitlab-runner'
+    networks:
+      - developer-server
+
+networks:
+  developer-server:
+    name: developer-server
+    driver: bridge
+
+volumes:
+  workspace: