diff --git a/tensorflow/tools/dockerfiles/README.md b/tensorflow/tools/dockerfiles/README.md
index ea80e9feaa0..c484c162cbb 100644
--- a/tensorflow/tools/dockerfiles/README.md
+++ b/tensorflow/tools/dockerfiles/README.md
@@ -57,7 +57,7 @@ You can use the `Dockerfile` in this directory to build an editing environment
 that has all of the Python dependencies you'll need:
 
 ```bash
-$ docker build -t tf-assembler .
+$ docker build -t tf-assembler -f assembler.Dockerfile .
 
 # Set --user to set correct permissions on generated files
 $ docker run --user $(id -u):$(id -g) -it -v $(pwd):/tf tf-assembler bash 
diff --git a/tensorflow/tools/dockerfiles/Dockerfile b/tensorflow/tools/dockerfiles/assembler.Dockerfile
similarity index 100%
rename from tensorflow/tools/dockerfiles/Dockerfile
rename to tensorflow/tools/dockerfiles/assembler.Dockerfile