diff --git a/tensorflow_serving/g3doc/setup.md b/tensorflow_serving/g3doc/setup.md
index eab8cbde867..26149f0e759 100644
--- a/tensorflow_serving/g3doc/setup.md
+++ b/tensorflow_serving/g3doc/setup.md
@@ -195,7 +195,7 @@ In order to build a custom version of TensorFlow Serving with GPU support, we
 recommend either building with the
 [provided Docker images](building_with_docker.md), or following the approach in
 the
-[GPU Dockerfile](https://github.com/tensorflow/serving/blob/master/tensorflow_serving/tools/docker/Dockerfile.devel-gpu).
+[GPU Dockerfile](https://github.com/tensorflow/serving/blob/master/tensorflow_serving/tools/docker/Dockerfile.gpu).
 
 ## TensorFlow Serving Python API PIP package