Update mixed-precision.rst
@@ -23,9 +23,9 @@ always work, so using fp-32 weights and loss scaling. Cite the paper. ...
How to use mixed precision
--------------------------
-Enabling mixed precision with existing models in OpenSeq2Seq is very easy:
-just change ``dtype`` parameter of ``model_params`` dictionary to "mixed". You
-might need to additionally enable loss scaling: either statically, by setting
+Enabling mixed precision with existing models in OpenSeq2Seq is easy:
+change ``dtype`` parameter of ``model_params`` dictionary to "mixed". You
+might need to enable loss scaling: either statically, by setting
``loss_scale`` parameter inside ``model_params`` to the desired number, or
you can use dynamic loss scaling by setting ``automatic_loss_scaling`` parameter
to "Backoff" or "LogMax".
