--- a
+++ b/docker/README.md
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+Docker
+======
+
+Run a Container
+---------------
+
+We prepare a pre-built docker image on Docker Hub, based on PyTorch 1.8.1 and CUDA 11.1.
+To start a container with our docker image, use the following line.
+
+```bash
+docker run --gpus all -it milagraph/torchdrug 
+```
+
+Build Docker Image
+------------------
+
+You may also use the Dockerfile provided in this folder to build an image from scratch.
+Run the following command in this directory.
+
+```bash
+docker build -t "your-image-name" .
+```
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