diff --git a/tensorflow/python/keras/optimizer_v2/ftrl.py b/tensorflow/python/keras/optimizer_v2/ftrl.py
index ce798744bfa..35a934dc2b4 100644
--- a/tensorflow/python/keras/optimizer_v2/ftrl.py
+++ b/tensorflow/python/keras/optimizer_v2/ftrl.py
@@ -54,7 +54,7 @@ class Ftrl(optimizer_v2.OptimizerV2):
   """
 
   def __init__(self,
-               learning_rate,
+               learning_rate=0.001,
                learning_rate_power=-0.5,
                initial_accumulator_value=0.1,
                l1_regularization_strength=0.0,
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.keras.optimizers.-ftrl.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.keras.optimizers.-ftrl.pbtxt
index ad42c6b75b3..9b736df5819 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.keras.optimizers.-ftrl.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.keras.optimizers.-ftrl.pbtxt
@@ -14,7 +14,7 @@ tf_class {
   }
   member_method {
     name: "__init__"
-    argspec: "args=[\'self\', \'learning_rate\', \'learning_rate_power\', \'initial_accumulator_value\', \'l1_regularization_strength\', \'l2_regularization_strength\', \'name\', \'l2_shrinkage_regularization_strength\'], varargs=None, keywords=kwargs, defaults=[\'-0.5\', \'0.1\', \'0.0\', \'0.0\', \'Ftrl\', \'0.0\'], "
+    argspec: "args=[\'self\', \'learning_rate\', \'learning_rate_power\', \'initial_accumulator_value\', \'l1_regularization_strength\', \'l2_regularization_strength\', \'name\', \'l2_shrinkage_regularization_strength\'], varargs=None, keywords=kwargs, defaults=[\'0.001\', \'-0.5\', \'0.1\', \'0.0\', \'0.0\', \'Ftrl\', \'0.0\'], "
   }
   member_method {
     name: "add_slot"
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.keras.optimizers.-ftrl.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.keras.optimizers.-ftrl.pbtxt
index ad42c6b75b3..9b736df5819 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.keras.optimizers.-ftrl.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.keras.optimizers.-ftrl.pbtxt
@@ -14,7 +14,7 @@ tf_class {
   }
   member_method {
     name: "__init__"
-    argspec: "args=[\'self\', \'learning_rate\', \'learning_rate_power\', \'initial_accumulator_value\', \'l1_regularization_strength\', \'l2_regularization_strength\', \'name\', \'l2_shrinkage_regularization_strength\'], varargs=None, keywords=kwargs, defaults=[\'-0.5\', \'0.1\', \'0.0\', \'0.0\', \'Ftrl\', \'0.0\'], "
+    argspec: "args=[\'self\', \'learning_rate\', \'learning_rate_power\', \'initial_accumulator_value\', \'l1_regularization_strength\', \'l2_regularization_strength\', \'name\', \'l2_shrinkage_regularization_strength\'], varargs=None, keywords=kwargs, defaults=[\'0.001\', \'-0.5\', \'0.1\', \'0.0\', \'0.0\', \'Ftrl\', \'0.0\'], "
   }
   member_method {
     name: "add_slot"
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.optimizers.-ftrl.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.optimizers.-ftrl.pbtxt
index ee4c9ad25fc..43bf48ef5d4 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.optimizers.-ftrl.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.optimizers.-ftrl.pbtxt
@@ -14,7 +14,7 @@ tf_class {
   }
   member_method {
     name: "__init__"
-    argspec: "args=[\'self\', \'learning_rate\', \'learning_rate_power\', \'initial_accumulator_value\', \'l1_regularization_strength\', \'l2_regularization_strength\', \'name\', \'l2_shrinkage_regularization_strength\'], varargs=None, keywords=kwargs, defaults=[\'-0.5\', \'0.1\', \'0.0\', \'0.0\', \'Ftrl\', \'0.0\'], "
+    argspec: "args=[\'self\', \'learning_rate\', \'learning_rate_power\', \'initial_accumulator_value\', \'l1_regularization_strength\', \'l2_regularization_strength\', \'name\', \'l2_shrinkage_regularization_strength\'], varargs=None, keywords=kwargs, defaults=[\'0.001\', \'-0.5\', \'0.1\', \'0.0\', \'0.0\', \'Ftrl\', \'0.0\'], "
   }
   member_method {
     name: "add_slot"