diff --git a/.docker/base/Dockerfile.nvidia b/.docker/base/Dockerfile.nvidia
new file mode 100644
index 00000000..c093fd8e
--- /dev/null
+++ b/.docker/base/Dockerfile.nvidia
@@ -0,0 +1,201 @@
+ARG UBUNTU_RELEASE=20.04
+ARG CUDA_VERSION=11.2.2
+
+#
+# STAGE 1: SERVER
+#
+FROM golang:1.18-bullseye as server
+WORKDIR /src
+
+#
+# install dependencies
+RUN set -eux; apt-get update; \
+    apt-get install -y --no-install-recommends git cmake make libx11-dev libxrandr-dev libxtst-dev \
+    libgstreamer1.0-dev libgstreamer-plugins-base1.0-dev gstreamer1.0-plugins-base gstreamer1.0-plugins-good gstreamer1.0-plugins-bad gstreamer1.0-plugins-ugly; \
+    #
+    # install libclipboard
+    set -eux; \
+    cd /tmp; \
+    git clone --depth=1 https://github.com/jtanx/libclipboard; \
+    cd libclipboard; \
+    cmake .; \
+    make -j4; \
+    make install; \
+    rm -rf /tmp/libclipboard; \
+    #
+    # clean up
+    apt-get clean -y; \
+    rm -rf /var/lib/apt/lists/* /var/cache/apt/*
+
+#
+# build server
+COPY server/ .
+RUN go get -v -t -d . && go build -o bin/neko cmd/neko/main.go
+
+#
+# STAGE 2: CLIENT
+#
+FROM node:14-bullseye-slim as client
+WORKDIR /src
+
+#
+# install dependencies
+COPY client/package*.json ./
+RUN npm install
+
+#
+# build client
+COPY client/ .
+RUN npm run build
+
+#
+# STAGE 3: RUNTIME
+#
+FROM nvcr.io/nvidia/cudagl:${CUDA_VERSION}-runtime-ubuntu${UBUNTU_RELEASE} as runtime
+
+ARG UBUNTU_RELEASE
+ARG CUDA_VERSION
+
+# Make all NVIDIA GPUs visible by default
+ENV NVIDIA_VISIBLE_DEVICES=all
+# All NVIDIA driver capabilities should preferably be used, check `NVIDIA_DRIVER_CAPABILITIES` inside the container if things do not work
+ENV NVIDIA_DRIVER_CAPABILITIES all
+
+#
+# set vgl-display to headless 3d gpu card/// correct values are egl[n] or /dev/dri/card0:if this is passed into container
+ENV VGL_DISPLAY egl
+
+#
+# avoid warnings by switching to noninteractive
+ENV DEBIAN_FRONTEND=noninteractive
+
+#
+# set custom user
+ARG USERNAME=neko
+ARG USER_UID=1000
+ARG USER_GID=$USER_UID
+
+RUN set -eux; \
+    apt-get update; \
+    #
+    # install dependencies
+    apt-get install -y --no-install-recommends wget ca-certificates supervisor; \
+    apt-get install -y --no-install-recommends pulseaudio dbus-x11 xserver-xorg-video-dummy; \
+    apt-get install -y --no-install-recommends libcairo2 libxcb1 libxrandr2 libxv1 libopus0 libvpx6; \
+    #
+    # hardware acclerations utilities
+    apt-get install -y --no-install-recommends libgtk-3-bin mesa-utils mesa-utils-extra mesa-va-drivers mesa-vulkan-drivers libvulkan-dev libvulkan-dev:i386 vdpauinfo; \
+    #
+    # intel driver + vaapi
+    apt-get install -y --no-install-recommends intel-media-va-driver-non-free libva2 vainfo; \
+    #
+    # gst + vaapi plugin
+    apt-get install -y --no-install-recommends libgstreamer1.0-dev libgstreamer-plugins-base1.0-dev \
+                    gstreamer1.0-plugins-base gstreamer1.0-plugins-good gstreamer1.0-plugins-bad gstreamer1.0-plugins-ugly gstreamer1.0-pulseaudio \
+                    gstreamer1.0-vaapi ;\
+    #
+    # install fonts
+    apt-get install -y --no-install-recommends \
+        # Google emojis
+        fonts-noto-color-emoji \
+        # Japanese fonts
+        fonts-takao-mincho \
+        # Chinese fonts
+        fonts-wqy-zenhei; \
+    #
+    # create a non-root user
+    groupadd --gid $USER_GID $USERNAME; \
+    useradd --uid $USER_UID --gid $USERNAME --shell /bin/bash --create-home $USERNAME; \
+    adduser $USERNAME audio; \
+    adduser $USERNAME video; \
+    adduser $USERNAME pulse; \
+    #
+    # setup pulseaudio
+    mkdir -p /home/$USERNAME/.config/pulse/; \
+    echo "default-server=unix:/tmp/pulseaudio.socket" > /home/$USERNAME/.config/pulse/client.conf; \
+    #
+    # workaround for an X11 problem: http://blog.tigerteufel.de/?p=476
+    mkdir /tmp/.X11-unix; \
+    chmod 1777 /tmp/.X11-unix; \
+    chown $USERNAME /tmp/.X11-unix/; \
+    #
+    # make directories for neko
+    mkdir -p /etc/neko /var/www /var/log/neko; \
+    chmod 1777 /var/log/neko; \
+    chown $USERNAME /var/log/neko/; \
+    chown -R $USERNAME:$USERNAME /home/$USERNAME; \
+    #
+    # clean up
+    apt-get clean -y; \
+    rm -rf /var/lib/apt/lists/* /var/cache/apt/*
+
+#
+# install and configure Vulkan manually
+RUN set -eux; \
+    apt-get update; \
+    if [ "${UBUNTU_RELEASE}" = "18.04" ]; then apt-get install -y --no-install-recommends vulkan-utils; else apt-get install -y --no-install-recommends vulkan-tools; fi; \
+    #
+    # clean up
+    apt-get clean -y; \
+    rm -rf /var/lib/apt/lists/* /var/cache/apt/*; \
+    #
+    # configure vulkan
+    VULKAN_API_VERSION=$(dpkg -s libvulkan1 | grep -oP 'Version: [0-9|\.]+' | grep -oP '[0-9]+(\.[0-9]+)(\.[0-9]+)'); \
+    mkdir -p /etc/vulkan/icd.d/; \
+    echo "{\n\
+    \"file_format_version\" : \"1.0.0\",\n\
+    \"ICD\": {\n\
+        \"library_path\": \"libGLX_nvidia.so.0\",\n\
+        \"api_version\" : \"${VULKAN_API_VERSION}\"\n\
+    }\n\
+}" > /etc/vulkan/icd.d/nvidia_icd.json
+
+#
+# install VirtualGL and make libraries available for preload
+ARG VIRTUALGL_VERSION=3.0.2
+RUN set -eux; \
+    apt-get update; \
+    wget "https://sourceforge.net/projects/virtualgl/files/virtualgl_${VIRTUALGL_VERSION}_amd64.deb"; \
+    wget "https://sourceforge.net/projects/virtualgl/files/virtualgl32_${VIRTUALGL_VERSION}_amd64.deb"; \
+    apt-get install -y --no-install-recommends ./virtualgl_${VIRTUALGL_VERSION}_amd64.deb ./virtualgl32_${VIRTUALGL_VERSION}_amd64.deb; \
+    rm -f "virtualgl_${VIRTUALGL_VERSION}_amd64.deb" "virtualgl32_${VIRTUALGL_VERSION}_amd64.deb"; \
+    chmod u+s /usr/lib/libvglfaker.so; \
+    chmod u+s /usr/lib/libdlfaker.so; \
+    chmod u+s /usr/lib32/libvglfaker.so; \
+    chmod u+s /usr/lib32/libdlfaker.so; \
+    chmod u+s /usr/lib/i386-linux-gnu/libvglfaker.so; \
+    chmod u+s /usr/lib/i386-linux-gnu/libdlfaker.so; \
+    #
+    # clean up
+    apt-get clean -y; \
+    rm -rf /var/lib/apt/lists/* /var/cache/apt/*;
+
+#
+# copy config files
+COPY .docker/base/dbus /usr/bin/dbus
+COPY .docker/base/default.pa /etc/pulse/default.pa
+COPY .docker/base/supervisord.conf /etc/neko/supervisord.conf
+COPY .docker/base/xorg.conf /etc/neko/xorg.conf
+COPY .docker/base/add-render-group.sh /usr/bin/add-render-group.sh
+COPY .docker/base/nvidia-entrypoint.sh /bin/nvidia-entrypoint.sh
+
+#
+# set default envs
+ENV USER=$USERNAME
+ENV DISPLAY=:99.0
+ENV NEKO_PASSWORD=neko
+ENV NEKO_PASSWORD_ADMIN=admin
+ENV NEKO_BIND=:8080
+ENV RENDER_GID=
+
+#
+# copy static files from previous stages
+COPY --from=server /src/bin/neko /usr/bin/neko
+COPY --from=client /src/dist/ /var/www
+
+HEALTHCHECK --interval=10s --timeout=5s --retries=8 \
+    CMD wget -O - http://localhost:${NEKO_BIND#*:}/health || exit 1
+
+#
+# run neko
+CMD ["/usr/bin/supervisord", "-c", "/etc/neko/supervisord.conf"]
diff --git a/.docker/base/nvidia-entrypoint.sh b/.docker/base/nvidia-entrypoint.sh
new file mode 100755
index 00000000..881a6dad
--- /dev/null
+++ b/.docker/base/nvidia-entrypoint.sh
@@ -0,0 +1,11 @@
+#!/bin/bash -e
+# Add VirtualGL directories to path
+export PATH="${PATH}:/opt/VirtualGL/bin"
+
+# Use VirtualGL to run wine with OpenGL if the GPU is available, otherwise use barebone wine
+if [ -n "$(nvidia-smi --query-gpu=uuid --format=csv | sed -n 2p)" ]; then
+    exec vglrun "$@"
+else
+    echo "No GPU detected"
+    exec "$@"
+fi