diff --git a/tensorflow/python/keras/optimizer_v2/adam.py b/tensorflow/python/keras/optimizer_v2/adam.py
index 965ae8669bb..29d3beea2b4 100644
--- a/tensorflow/python/keras/optimizer_v2/adam.py
+++ b/tensorflow/python/keras/optimizer_v2/adam.py
@@ -37,8 +37,6 @@ class Adam(optimizer_v2.OptimizerV2):
   requirement, invariant to diagonal rescaling of gradients, and is well suited
   for problems that are large in terms of data/parameters'.
 
-  Note, amsgrad is currently not supported and the argument can only be False.
-
   # References
       See [Kingma et al., 2014](http://arxiv.org/abs/1412.6980)
         ([pdf](http://arxiv.org/pdf/1412.6980.pdf)).