diff --git a/README.md b/README.md
index ef687e7..aa09765 100644
--- a/README.md
+++ b/README.md
@@ -128,6 +128,23 @@ Privkey: 5JcX7HgrPxEbYKcWhtBT83L3BHcdJ8K8p8X1sNHmcJLsSyMNycZ
 ## How Split-key Works
 See the explanation in another similar [project](https://github.com/JeanLucPons/VanitySearch#how-it-works).
 
+# CUDA Docker Image
+
+## Build Image
+```shell
+$ docker build -f docker/Dockerfile.cuda -t vanitygen-plusplus:latest .
+```
+
+## Running with [NVIDIA Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/overview.html)
+```shell
+$ docker run -it --gpus all vanitygen-plusplus:latest 1Love
+Difficulty: 4476342
+Compiling kernel, can take minutes...done!
+Pattern: 1Love
+Address: 1LovebbyvEuCnJoKZBXDA6kqts6Q2KG1WJ
+Privkey: 5K3J3aA8XkvfdjhJcZ8BJhTUKAjYATCey9AdgahRvoxGB9gLUoD
+```
+
 # Credit
 Many thanks to following projects:
 1. https://github.com/samr7/vanitygen
diff --git a/docker/Dockerfile.cuda b/docker/Dockerfile.cuda
new file mode 100644
index 0000000..26414bf
--- /dev/null
+++ b/docker/Dockerfile.cuda
@@ -0,0 +1,34 @@
+FROM nvidia/cuda:11.7.0-devel-ubuntu20.04 as build
+
+# bring in source
+WORKDIR /vanitygen-plusplus
+COPY . /vanitygen-plusplus
+
+# Build Requirements
+#
+# NOTE(canardleteer): I didn't have any luck getting `make test` to work, so
+#                     have omitted `check`.
+ENV DEBIAN_FRONTEND=noninteractive
+RUN apt update && \
+   apt install -y make gcc libssl-dev libpcre3-dev libcurl4-openssl-dev nvidia-opencl-dev && \
+   rm -rf /var/lib/apt/lists/*
+
+# NOTE(canardleteer): `make install` target wanted.
+RUN make all
+
+# The runtime image is approximately half the size of the `build` image.
+FROM nvidia/cuda:11.7.0-runtime-ubuntu20.04
+
+# NOTE(canardleteer): `libcurl4` is needed by oclvanityminer. I'd like to use
+#                     something smaller than `nvidia-opencl-dev` if anyone has
+#                     any suggestions.
+RUN apt update && apt install -y libcurl4 nvidia-opencl-dev && rm -rf /var/lib/apt/lists/*
+
+COPY --from=build /vanitygen-plusplus/oclvanitygen++ /usr/bin 
+COPY --from=build /vanitygen-plusplus/oclvanityminer /usr/bin 
+COPY --from=build /vanitygen-plusplus/vanitygen++ /usr/bin 
+COPY --from=build /vanitygen-plusplus/keyconv /usr/bin 
+COPY --from=build /vanitygen-plusplus/calc_addrs.cl .
+
+# The other binaries are available by setting `--entrypoint` upon a `docker run`.
+ENTRYPOINT ["/usr/bin/oclvanitygen++"]
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