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diff --git a/tensorflow/g3doc/how_tos/image_retraining/index.md b/tensorflow/g3doc/how_tos/image_retraining/index.md
index d721f61810..9fb78a121f 100644
--- a/tensorflow/g3doc/how_tos/image_retraining/index.md
+++ b/tensorflow/g3doc/how_tos/image_retraining/index.md
@@ -42,10 +42,10 @@ bazel build tensorflow/examples/image_retraining:retrain
If you have a machine which supports [the AVX instruction set](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions)
(common in x86 CPUs produced in the last few years) you can improve the running
-speed of the retraining by building for that architecture, like this:
+speed of the retraining by building for that architecture, like this (after choosing appropriate options in `configure`):
```sh
-bazel build -c opt --copt=-mavx tensorflow/examples/image_retraining:retrain
+bazel build --config opt tensorflow/examples/image_retraining:retrain
```
The retrainer can then be run like this: