diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 000000000..3e6da2209
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,13 @@
+FROM pytorch/pytorch:1.5-cuda10.1-cudnn7-runtime
+
+ENV DEBIAN_FRONTEND=noninteractive
+
+RUN apt-get update -qq && \
+    apt-get install -y git vim libgtk2.0-dev && \
+    rm -rf /var/cache/apk/*
+
+RUN pip --no-cache-dir install Cython
+
+COPY requirements.txt /workspace
+
+RUN pip --no-cache-dir install -r /workspace/requirements.txt