diff --git a/bob/learn/tensorflow/configs/MirroredStrategy.py b/bob/learn/tensorflow/configs/MirroredStrategy.py
new file mode 100644
index 0000000000000000000000000000000000000000..5273ac3465a70d7c7b7371d7637b19c4428ec536
--- /dev/null
+++ b/bob/learn/tensorflow/configs/MirroredStrategy.py
@@ -0,0 +1,9 @@
+import tensorflow as tf
+
+
+def strategy_fn():
+    print("Creating MirroredStrategy strategy.")
+    strategy = tf.distribute.MirroredStrategy()
+    print("MirroredStrategy strategy created.")
+    print("Number of devices: {}".format(strategy.num_replicas_in_sync))
+    return strategy
diff --git a/setup.py b/setup.py
index 8cc047c82bbdb50fba8e2cf1ee37c77368c205e8..ba7bce8a61a9d3cc860ec22eb7ff928a021fd435 100644
--- a/setup.py
+++ b/setup.py
@@ -57,6 +57,7 @@ setup(
         # entry points for bob keras fit --strategy-fn option
         "bob.learn.tensorflow.strategy": [
             "multi-worker-mirrored-strategy = bob.learn.tensorflow.configs.MultiWorkerMirroredStrategy:strategy_fn",
+            "mirrored-strategy = bob.learn.tensorflow.configs.MirroredStrategy:strategy_fn",
         ],
     },
     # Classifiers are important if you plan to distribute this package through