diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..3470d49
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,15 @@
+FROM nvidia/opencl:runtime-ubuntu18.04
+
+ENV DEBIAN_FRONTEND noninteractive
+
+RUN apt-get -y update
+RUN apt-get -y install ocl-icd-opencl-dev
+
+ADD https://download.foldingathome.org/releases/public/release/fahclient/debian-stable-64bit/v7.5/fahclient_7.5.1_amd64.deb /tmp
+RUN dpkg -i /tmp/fahclient_7.5.1_amd64.deb || exit 0
+RUN rm /tmp/fahclient_7.5.1_amd64.deb
+
+WORKDIR /root
+VOLUME /root
+
+CMD FAHClient --user=CERN --team=38188 --gpu=true --smp=true
diff --git a/README.md b/README.md
index c6136ef..df159f1 100644
--- a/README.md
+++ b/README.md
@@ -1,20 +1,18 @@
 # Folding@home Docker images
 
-Docker images for [Folding@home](https://foldingathome.org/)
+Docker images for [Folding@home](https://foldingathome.org/) with GPU support
 
 [![Docker Pulls](https://img.shields.io/docker/pulls/lukasheinrich/folding)](https://hub.docker.com/r/lukasheinrich/folding)
-[![Docker Image Size (tag)](https://img.shields.io/docker/image-size/lukasheinrich/folding/simple)](https://hub.docker.com/r/lukasheinrich/folding/tags?name=simple)
+[![Docker Image Size (tag)](https://img.shields.io/docker/image-size/lukasheinrich/folding/simple)](https://hub.docker.com/r/lukasheinrich/folding/tags?name=latest)
 
 ## Build image
 
 ```
-docker build -t lukasheinrich/folding:simple . -f simple/Dockerfile
+docker build -t lukasheinrich/folding:latest . -f Dockerfile
 ```
 
 ## Usage
 
-Run via:
-
 ```
-docker run lukasheinrich/folding:simple
+docker run lukasheinrich/folding:latest
 ```
diff --git a/simple/Dockerfile b/simple/Dockerfile
deleted file mode 100644
index 6b5f997..0000000
--- a/simple/Dockerfile
+++ /dev/null
@@ -1,5 +0,0 @@
-FROM centos
-RUN curl -O https://download.foldingathome.org/releases/public/release/fahclient/centos-6.7-64bit/v7.5/fahclient-7.5.1-1.x86_64.rpm
-RUN yum install -y compat-openssl10-1:1.0.2o-3.el8
-RUN rpm -ivh fahclient-7.5.1-1.x86_64.rpm
-CMD FAHClient --user=Anonymous --team=38188 --passkey='' --gpu=false --smp=true