Updating function and class tf_export decorators for endpoints according to

https://github.com/tensorflow/community/pull/16.
In addition to the changes in the doc, I made the following updates (these changes make sense to me and I didn't notice them when compiling the doc):
* deprecate saved_model.builder.SavedModelBuilder - replaced with saved_model.SavedModelBuilder
* deprecate python_io.tf_record_iterator - replaced with io.tf_record_iterator
* deprecate python_io.TFRecordWriter - replaced with io.TFRecordWriter
* move reduce_join to tf.string

PiperOrigin-RevId: 215253944

62 files changed, 2556 insertions, 0 deletions

diff --git a/tensorflow/tools/api/golden/v1/tensorflow.debugging.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.debugging.pbtxt
index d9efe97821..ab6287f8cd 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.debugging.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.debugging.pbtxt
@@ -1,6 +1,90 @@
 path: "tensorflow.debugging"
 tf_module {
   member_method {
+    name: "Assert"
+    argspec: "args=[\'condition\', \'data\', \'summarize\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_all_finite"
+    argspec: "args=[\'t\', \'msg\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "assert_equal"
+    argspec: "args=[\'x\', \'y\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_greater"
+    argspec: "args=[\'x\', \'y\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_greater_equal"
+    argspec: "args=[\'x\', \'y\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_integer"
+    argspec: "args=[\'x\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_less"
+    argspec: "args=[\'x\', \'y\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_less_equal"
+    argspec: "args=[\'x\', \'y\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_near"
+    argspec: "args=[\'x\', \'y\', \'rtol\', \'atol\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_negative"
+    argspec: "args=[\'x\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_non_negative"
+    argspec: "args=[\'x\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_non_positive"
+    argspec: "args=[\'x\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_none_equal"
+    argspec: "args=[\'x\', \'y\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_positive"
+    argspec: "args=[\'x\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_proper_iterable"
+    argspec: "args=[\'values\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "assert_rank"
+    argspec: "args=[\'x\', \'rank\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_rank_at_least"
+    argspec: "args=[\'x\', \'rank\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_rank_in"
+    argspec: "args=[\'x\', \'ranks\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_same_float_dtype"
+    argspec: "args=[\'tensors\', \'dtype\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_scalar"
+    argspec: "args=[\'tensor\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "assert_type"
+    argspec: "args=[\'tensor\', \'tf_type\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
     name: "check_numerics"
     argspec: "args=[\'tensor\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -16,4 +100,16 @@ tf_module {
     name: "is_nan"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
+  member_method {
+    name: "is_non_decreasing"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "is_numeric_tensor"
+    argspec: "args=[\'tensor\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "is_strictly_increasing"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
 }
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.dtypes.-d-type.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.dtypes.-d-type.pbtxt
new file mode 100644
index 0000000000..423eca32a2
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.dtypes.-d-type.pbtxt
@@ -0,0 +1,77 @@
+path: "tensorflow.dtypes.DType"
+tf_class {
+  is_instance: "<class \'tensorflow.python.framework.dtypes.DType\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "as_datatype_enum"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "as_numpy_dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "base_dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "is_bool"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "is_complex"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "is_floating"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "is_integer"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "is_numpy_compatible"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "is_quantized"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "is_unsigned"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "limits"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "max"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "min"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "name"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "real_dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "size"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'type_enum\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "is_compatible_with"
+    argspec: "args=[\'self\', \'other\'], varargs=None, keywords=None, defaults=None"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.dtypes.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.dtypes.pbtxt
index 98e1feed00..ea23feca84 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.dtypes.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.dtypes.pbtxt
@@ -1,7 +1,27 @@
 path: "tensorflow.dtypes"
 tf_module {
+  member {
+    name: "DType"
+    mtype: "<type \'type\'>"
+  }
+  member_method {
+    name: "as_dtype"
+    argspec: "args=[\'type_value\'], varargs=None, keywords=None, defaults=None"
+  }
   member_method {
     name: "as_string"
     argspec: "args=[\'input\', \'precision\', \'scientific\', \'shortest\', \'width\', \'fill\', \'name\'], varargs=None, keywords=None, defaults=[\'-1\', \'False\', \'False\', \'-1\', \'\', \'None\'], "
   }
+  member_method {
+    name: "cast"
+    argspec: "args=[\'x\', \'dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "complex"
+    argspec: "args=[\'real\', \'imag\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "saturate_cast"
+    argspec: "args=[\'value\', \'dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
 }
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.graph_util.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.graph_util.pbtxt
index eeabf845dc..162ee76ee7 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.graph_util.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.graph_util.pbtxt
@@ -9,6 +9,10 @@ tf_module {
     argspec: "args=[\'graph_def\', \'dest_nodes\'], varargs=None, keywords=None, defaults=None"
   }
   member_method {
+    name: "import_graph_def"
+    argspec: "args=[\'graph_def\', \'input_map\', \'return_elements\', \'name\', \'op_dict\', \'producer_op_list\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "must_run_on_cpu"
     argspec: "args=[\'node\', \'pin_variables_on_cpu\'], varargs=None, keywords=None, defaults=[\'False\'], "
   }
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.image.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.image.pbtxt
index 5c46dc5ee7..0a231f1b65 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.image.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.image.pbtxt
@@ -149,6 +149,10 @@ tf_module {
     argspec: "args=[\'image\', \'lower\', \'upper\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "random_crop"
+    argspec: "args=[\'value\', \'size\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
     name: "random_flip_left_right"
     argspec: "args=[\'image\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.initializers.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.initializers.pbtxt
index d499c67d89..19ca62122e 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.initializers.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.initializers.pbtxt
@@ -73,6 +73,10 @@ tf_module {
     argspec: "args=[], varargs=None, keywords=None, defaults=None"
   }
   member_method {
+    name: "tables_initializer"
+    argspec: "args=[\'name\'], varargs=None, keywords=None, defaults=[\'init_all_tables\'], "
+  }
+  member_method {
     name: "variables"
     argspec: "args=[\'var_list\', \'name\'], varargs=None, keywords=None, defaults=[\'init\'], "
   }
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.io.-fixed-len-feature.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.io.-fixed-len-feature.pbtxt
new file mode 100644
index 0000000000..cd0e51c8c7
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.io.-fixed-len-feature.pbtxt
@@ -0,0 +1,27 @@
+path: "tensorflow.io.FixedLenFeature"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.FixedLenFeature\'>"
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.FixedLenFeature\'>"
+  is_instance: "<type \'tuple\'>"
+  member {
+    name: "default_value"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "shape"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+  }
+  member_method {
+    name: "count"
+  }
+  member_method {
+    name: "index"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.io.-fixed-len-sequence-feature.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.io.-fixed-len-sequence-feature.pbtxt
new file mode 100644
index 0000000000..8a38f25fdf
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.io.-fixed-len-sequence-feature.pbtxt
@@ -0,0 +1,31 @@
+path: "tensorflow.io.FixedLenSequenceFeature"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.FixedLenSequenceFeature\'>"
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.FixedLenSequenceFeature\'>"
+  is_instance: "<type \'tuple\'>"
+  member {
+    name: "allow_missing"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "default_value"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "shape"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+  }
+  member_method {
+    name: "count"
+  }
+  member_method {
+    name: "index"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.io.-padding-f-i-f-o-queue.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.io.-padding-f-i-f-o-queue.pbtxt
new file mode 100644
index 0000000000..85306fdcac
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.io.-padding-f-i-f-o-queue.pbtxt
@@ -0,0 +1,66 @@
+path: "tensorflow.io.PaddingFIFOQueue"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.PaddingFIFOQueue\'>"
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.QueueBase\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "dtypes"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "name"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "names"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "queue_ref"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "shapes"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'capacity\', \'dtypes\', \'shapes\', \'names\', \'shared_name\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'padding_fifo_queue\'], "
+  }
+  member_method {
+    name: "close"
+    argspec: "args=[\'self\', \'cancel_pending_enqueues\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'None\'], "
+  }
+  member_method {
+    name: "dequeue"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_many"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_up_to"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue_many"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "from_list"
+    argspec: "args=[\'index\', \'queues\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "is_closed"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "size"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.io.-priority-queue.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.io.-priority-queue.pbtxt
new file mode 100644
index 0000000000..02d8037b34
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.io.-priority-queue.pbtxt
@@ -0,0 +1,66 @@
+path: "tensorflow.io.PriorityQueue"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.PriorityQueue\'>"
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.QueueBase\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "dtypes"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "name"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "names"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "queue_ref"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "shapes"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'capacity\', \'types\', \'shapes\', \'names\', \'shared_name\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'priority_queue\'], "
+  }
+  member_method {
+    name: "close"
+    argspec: "args=[\'self\', \'cancel_pending_enqueues\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'None\'], "
+  }
+  member_method {
+    name: "dequeue"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_many"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_up_to"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue_many"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "from_list"
+    argspec: "args=[\'index\', \'queues\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "is_closed"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "size"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.io.-queue-base.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.io.-queue-base.pbtxt
new file mode 100644
index 0000000000..a30481a0ea
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.io.-queue-base.pbtxt
@@ -0,0 +1,65 @@
+path: "tensorflow.io.QueueBase"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.QueueBase\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "dtypes"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "name"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "names"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "queue_ref"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "shapes"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'dtypes\', \'shapes\', \'names\', \'queue_ref\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "close"
+    argspec: "args=[\'self\', \'cancel_pending_enqueues\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'None\'], "
+  }
+  member_method {
+    name: "dequeue"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_many"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_up_to"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue_many"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "from_list"
+    argspec: "args=[\'index\', \'queues\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "is_closed"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "size"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.io.-random-shuffle-queue.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.io.-random-shuffle-queue.pbtxt
new file mode 100644
index 0000000000..82cbf9884f
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.io.-random-shuffle-queue.pbtxt
@@ -0,0 +1,66 @@
+path: "tensorflow.io.RandomShuffleQueue"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.RandomShuffleQueue\'>"
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.QueueBase\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "dtypes"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "name"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "names"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "queue_ref"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "shapes"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'capacity\', \'min_after_dequeue\', \'dtypes\', \'shapes\', \'names\', \'seed\', \'shared_name\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'random_shuffle_queue\'], "
+  }
+  member_method {
+    name: "close"
+    argspec: "args=[\'self\', \'cancel_pending_enqueues\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'None\'], "
+  }
+  member_method {
+    name: "dequeue"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_many"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_up_to"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue_many"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "from_list"
+    argspec: "args=[\'index\', \'queues\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "is_closed"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "size"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.io.-sparse-feature.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.io.-sparse-feature.pbtxt
new file mode 100644
index 0000000000..216947b4ed
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.io.-sparse-feature.pbtxt
@@ -0,0 +1,35 @@
+path: "tensorflow.io.SparseFeature"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.SparseFeature\'>"
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.SparseFeature\'>"
+  is_instance: "<type \'tuple\'>"
+  member {
+    name: "already_sorted"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "index_key"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "size"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "value_key"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+  }
+  member_method {
+    name: "count"
+  }
+  member_method {
+    name: "index"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.io.-t-f-record-compression-type.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.io.-t-f-record-compression-type.pbtxt
new file mode 100644
index 0000000000..b598f73d7e
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.io.-t-f-record-compression-type.pbtxt
@@ -0,0 +1,20 @@
+path: "tensorflow.io.TFRecordCompressionType"
+tf_class {
+  is_instance: "<class \'tensorflow.python.lib.io.tf_record.TFRecordCompressionType\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "GZIP"
+    mtype: "<type \'int\'>"
+  }
+  member {
+    name: "NONE"
+    mtype: "<type \'int\'>"
+  }
+  member {
+    name: "ZLIB"
+    mtype: "<type \'int\'>"
+  }
+  member_method {
+    name: "__init__"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.io.-t-f-record-options.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.io.-t-f-record-options.pbtxt
new file mode 100644
index 0000000000..bfbf37ccf4
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.io.-t-f-record-options.pbtxt
@@ -0,0 +1,17 @@
+path: "tensorflow.io.TFRecordOptions"
+tf_class {
+  is_instance: "<class \'tensorflow.python.lib.io.tf_record.TFRecordOptions\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "compression_type_map"
+    mtype: "<type \'dict\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'compression_type\', \'flush_mode\', \'input_buffer_size\', \'output_buffer_size\', \'window_bits\', \'compression_level\', \'compression_method\', \'mem_level\', \'compression_strategy\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "get_compression_type_string"
+    argspec: "args=[\'cls\', \'options\'], varargs=None, keywords=None, defaults=None"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.io.-t-f-record-writer.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.io.-t-f-record-writer.pbtxt
new file mode 100644
index 0000000000..6fd443f6d7
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.io.-t-f-record-writer.pbtxt
@@ -0,0 +1,21 @@
+path: "tensorflow.io.TFRecordWriter"
+tf_class {
+  is_instance: "<class \'tensorflow.python.lib.io.tf_record.TFRecordWriter\'>"
+  is_instance: "<type \'object\'>"
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'path\', \'options\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "close"
+    argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "flush"
+    argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "write"
+    argspec: "args=[\'self\', \'record\'], varargs=None, keywords=None, defaults=None"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.io.-var-len-feature.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.io.-var-len-feature.pbtxt
new file mode 100644
index 0000000000..fd835dbfbb
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.io.-var-len-feature.pbtxt
@@ -0,0 +1,19 @@
+path: "tensorflow.io.VarLenFeature"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.VarLenFeature\'>"
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.VarLenFeature\'>"
+  is_instance: "<type \'tuple\'>"
+  member {
+    name: "dtype"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+  }
+  member_method {
+    name: "count"
+  }
+  member_method {
+    name: "index"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.io.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.io.pbtxt
index 8938cf217b..dccf136788 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.io.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.io.pbtxt
@@ -1,5 +1,49 @@
 path: "tensorflow.io"
 tf_module {
+  member {
+    name: "FixedLenFeature"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "FixedLenSequenceFeature"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "PaddingFIFOQueue"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "PriorityQueue"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "QueueBase"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "RandomShuffleQueue"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "SparseFeature"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "TFRecordCompressionType"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "TFRecordOptions"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "TFRecordWriter"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "VarLenFeature"
+    mtype: "<type \'type\'>"
+  }
   member_method {
     name: "decode_base64"
     argspec: "args=[\'input\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
@@ -9,6 +53,10 @@ tf_module {
     argspec: "args=[\'bytes\', \'compression_type\', \'name\'], varargs=None, keywords=None, defaults=[\'\', \'None\'], "
   }
   member_method {
+    name: "decode_csv"
+    argspec: "args=[\'records\', \'record_defaults\', \'field_delim\', \'use_quote_delim\', \'name\', \'na_value\', \'select_cols\'], varargs=None, keywords=None, defaults=[\',\', \'True\', \'None\', \'\', \'None\'], "
+  }
+  member_method {
     name: "decode_json_example"
     argspec: "args=[\'json_examples\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -17,18 +65,38 @@ tf_module {
     argspec: "args=[\'bytes\', \'out_type\', \'little_endian\', \'name\'], varargs=None, keywords=None, defaults=[\'True\', \'None\'], "
   }
   member_method {
+    name: "deserialize_many_sparse"
+    argspec: "args=[\'serialized_sparse\', \'dtype\', \'rank\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
     name: "encode_base64"
     argspec: "args=[\'input\', \'pad\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'None\'], "
   }
   member_method {
+    name: "match_filenames_once"
+    argspec: "args=[\'pattern\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "matching_files"
     argspec: "args=[\'pattern\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "parse_example"
+    argspec: "args=[\'serialized\', \'features\', \'name\', \'example_names\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
     name: "parse_sequence_example"
     argspec: "args=[\'serialized\', \'context_features\', \'sequence_features\', \'example_names\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
   }
   member_method {
+    name: "parse_single_example"
+    argspec: "args=[\'serialized\', \'features\', \'name\', \'example_names\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "parse_single_sequence_example"
+    argspec: "args=[\'serialized\', \'context_features\', \'sequence_features\', \'example_name\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "parse_tensor"
     argspec: "args=[\'serialized\', \'out_type\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -37,7 +105,23 @@ tf_module {
     argspec: "args=[\'filename\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "serialize_many_sparse"
+    argspec: "args=[\'sp_input\', \'name\', \'out_type\'], varargs=None, keywords=None, defaults=[\'None\', \"<dtype: \'string\'>\"], "
+  }
+  member_method {
+    name: "serialize_sparse"
+    argspec: "args=[\'sp_input\', \'name\', \'out_type\'], varargs=None, keywords=None, defaults=[\'None\', \"<dtype: \'string\'>\"], "
+  }
+  member_method {
+    name: "tf_record_iterator"
+    argspec: "args=[\'path\', \'options\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "write_file"
     argspec: "args=[\'filename\', \'contents\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
+  member_method {
+    name: "write_graph"
+    argspec: "args=[\'graph_or_graph_def\', \'logdir\', \'name\', \'as_text\'], varargs=None, keywords=None, defaults=[\'True\'], "
+  }
 }
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.linalg.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.linalg.pbtxt
index d979116887..6ac95d96da 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.linalg.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.linalg.pbtxt
@@ -109,10 +109,18 @@ tf_module {
     argspec: "args=[\'num_rows\', \'num_columns\', \'batch_shape\', \'dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \"<dtype: \'float32\'>\", \'None\'], "
   }
   member_method {
+    name: "global_norm"
+    argspec: "args=[\'t_list\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "inv"
     argspec: "args=[\'input\', \'adjoint\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'None\'], "
   }
   member_method {
+    name: "l2_normalize"
+    argspec: "args=[\'x\', \'axis\', \'epsilon\', \'name\', \'dim\'], varargs=None, keywords=None, defaults=[\'None\', \'1e-12\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "logdet"
     argspec: "args=[\'matrix\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -125,6 +133,10 @@ tf_module {
     argspec: "args=[\'matrix\', \'rhs\', \'l2_regularizer\', \'fast\', \'name\'], varargs=None, keywords=None, defaults=[\'0.0\', \'True\', \'None\'], "
   }
   member_method {
+    name: "matmul"
+    argspec: "args=[\'a\', \'b\', \'transpose_a\', \'transpose_b\', \'adjoint_a\', \'adjoint_b\', \'a_is_sparse\', \'b_is_sparse\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'False\', \'False\', \'False\', \'False\', \'False\', \'None\'], "
+  }
+  member_method {
     name: "norm"
     argspec: "args=[\'tensor\', \'ord\', \'axis\', \'keepdims\', \'name\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'euclidean\', \'None\', \'None\', \'None\', \'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.math.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.math.pbtxt
index 72856466ec..459b9e3684 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.math.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.math.pbtxt
@@ -1,6 +1,14 @@
 path: "tensorflow.math"
 tf_module {
   member_method {
+    name: "abs"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "accumulate_n"
+    argspec: "args=[\'inputs\', \'shape\', \'tensor_dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "acos"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -13,6 +21,22 @@ tf_module {
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "add_n"
+    argspec: "args=[\'inputs\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "angle"
+    argspec: "args=[\'input\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "argmax"
+    argspec: "args=[\'input\', \'axis\', \'name\', \'dimension\', \'output_type\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \"<dtype: \'int64\'>\"], "
+  }
+  member_method {
+    name: "argmin"
+    argspec: "args=[\'input\', \'axis\', \'name\', \'dimension\', \'output_type\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \"<dtype: \'int64\'>\"], "
+  }
+  member_method {
     name: "asin"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -53,10 +77,18 @@ tf_module {
     argspec: "args=[\'a\', \'b\', \'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "bincount"
+    argspec: "args=[\'arr\', \'weights\', \'minlength\', \'maxlength\', \'dtype\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \"<dtype: \'int32\'>\"], "
+  }
+  member_method {
     name: "ceil"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "conj"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "cos"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -65,14 +97,34 @@ tf_module {
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "count_nonzero"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'dtype\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \"<dtype: \'int64\'>\", \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "cumprod"
+    argspec: "args=[\'x\', \'axis\', \'exclusive\', \'reverse\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'False\', \'False\', \'None\'], "
+  }
+  member_method {
+    name: "cumsum"
+    argspec: "args=[\'x\', \'axis\', \'exclusive\', \'reverse\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'False\', \'False\', \'None\'], "
+  }
+  member_method {
     name: "digamma"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "divide"
+    argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "equal"
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "erf"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "erfc"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -89,6 +141,10 @@ tf_module {
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "floordiv"
+    argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "greater"
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -105,10 +161,26 @@ tf_module {
     argspec: "args=[\'a\', \'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "imag"
+    argspec: "args=[\'input\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "in_top_k"
+    argspec: "args=[\'predictions\', \'targets\', \'k\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "invert_permutation"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "l2_normalize"
+    argspec: "args=[\'x\', \'axis\', \'epsilon\', \'name\', \'dim\'], varargs=None, keywords=None, defaults=[\'None\', \'1e-12\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "lbeta"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "less"
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -129,6 +201,14 @@ tf_module {
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "log_sigmoid"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "log_softmax"
+    argspec: "args=[\'logits\', \'axis\', \'name\', \'dim\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "logical_and"
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -141,6 +221,10 @@ tf_module {
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "logical_xor"
+    argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'LogicalXor\'], "
+  }
+  member_method {
     name: "maximum"
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -149,6 +233,14 @@ tf_module {
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "multiply"
+    argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "negative"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "not_equal"
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -161,18 +253,66 @@ tf_module {
     argspec: "args=[\'coeffs\', \'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "pow"
+    argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "real"
+    argspec: "args=[\'input\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "reciprocal"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "reduce_all"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_any"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_logsumexp"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_max"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_mean"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_min"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_prod"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_sum"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "rint"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "round"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "rsqrt"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "scalar_mul"
+    argspec: "args=[\'scalar\', \'x\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
     name: "segment_max"
     argspec: "args=[\'data\', \'segment_ids\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -193,6 +333,14 @@ tf_module {
     argspec: "args=[\'data\', \'segment_ids\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "sigmoid"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "sign"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "sin"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -201,6 +349,10 @@ tf_module {
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "softmax"
+    argspec: "args=[\'logits\', \'axis\', \'name\', \'dim\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "softplus"
     argspec: "args=[\'features\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -209,18 +361,46 @@ tf_module {
     argspec: "args=[\'features\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "sqrt"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "square"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "squared_difference"
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "subtract"
+    argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "tan"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "tanh"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "top_k"
+    argspec: "args=[\'input\', \'k\', \'sorted\', \'name\'], varargs=None, keywords=None, defaults=[\'1\', \'True\', \'None\'], "
+  }
+  member_method {
+    name: "truediv"
+    argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "unsorted_segment_max"
     argspec: "args=[\'data\', \'segment_ids\', \'num_segments\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "unsorted_segment_mean"
+    argspec: "args=[\'data\', \'segment_ids\', \'num_segments\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "unsorted_segment_min"
     argspec: "args=[\'data\', \'segment_ids\', \'num_segments\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -229,6 +409,10 @@ tf_module {
     argspec: "args=[\'data\', \'segment_ids\', \'num_segments\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "unsorted_segment_sqrt_n"
+    argspec: "args=[\'data\', \'segment_ids\', \'num_segments\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "unsorted_segment_sum"
     argspec: "args=[\'data\', \'segment_ids\', \'num_segments\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -241,6 +425,10 @@ tf_module {
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "zero_fraction"
+    argspec: "args=[\'value\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "zeta"
     argspec: "args=[\'x\', \'q\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.nn.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.nn.pbtxt
index d9e5b0d0fc..9b28ce5746 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.nn.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.nn.pbtxt
@@ -101,6 +101,10 @@ tf_module {
     argspec: "args=[\'labels\', \'inputs\', \'sequence_length\', \'preprocess_collapse_repeated\', \'ctc_merge_repeated\', \'ignore_longer_outputs_than_inputs\', \'time_major\'], varargs=None, keywords=None, defaults=[\'False\', \'True\', \'False\', \'True\'], "
   }
   member_method {
+    name: "depth_to_space"
+    argspec: "args=[\'input\', \'block_size\', \'name\', \'data_format\'], varargs=None, keywords=None, defaults=[\'None\', \'NHWC\'], "
+  }
+  member_method {
     name: "depthwise_conv2d"
     argspec: "args=[\'input\', \'filter\', \'strides\', \'padding\', \'rate\', \'name\', \'data_format\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
   }
@@ -305,6 +309,14 @@ tf_module {
     argspec: "args=[\'features\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "space_to_batch"
+    argspec: "args=[\'input\', \'paddings\', \'block_size\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "space_to_depth"
+    argspec: "args=[\'input\', \'block_size\', \'name\', \'data_format\'], varargs=None, keywords=None, defaults=[\'None\', \'NHWC\'], "
+  }
+  member_method {
     name: "sparse_softmax_cross_entropy_with_logits"
     argspec: "args=[\'_sentinel\', \'labels\', \'logits\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.pbtxt
index 509ceff9df..a268529c1f 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.pbtxt
@@ -497,6 +497,10 @@ tf_module {
     mtype: "<class \'tensorflow.python.framework.dtypes.DType\'>"
   }
   member {
+    name: "random"
+    mtype: "<type \'module\'>"
+  }
+  member {
     name: "random_normal_initializer"
     mtype: "<type \'type\'>"
   }
@@ -1745,6 +1749,10 @@ tf_module {
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "roll"
+    argspec: "args=[\'input\', \'shift\', \'axis\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
     name: "round"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.quantization.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.quantization.pbtxt
index 6d865efed0..77c92aeb0d 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.quantization.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.quantization.pbtxt
@@ -29,6 +29,10 @@ tf_module {
     argspec: "args=[\'gradients\', \'inputs\', \'min\', \'max\', \'num_bits\', \'narrow_range\', \'name\'], varargs=None, keywords=None, defaults=[\'8\', \'False\', \'None\'], "
   }
   member_method {
+    name: "quantize"
+    argspec: "args=[\'input\', \'min_range\', \'max_range\', \'T\', \'mode\', \'round_mode\', \'name\'], varargs=None, keywords=None, defaults=[\'MIN_COMBINED\', \'HALF_AWAY_FROM_ZERO\', \'None\'], "
+  }
+  member_method {
     name: "quantized_concat"
     argspec: "args=[\'concat_dim\', \'values\', \'input_mins\', \'input_maxes\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.random.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.random.pbtxt
new file mode 100644
index 0000000000..a568dd4cd8
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.random.pbtxt
@@ -0,0 +1,47 @@
+path: "tensorflow.random"
+tf_module {
+  member_method {
+    name: "gamma"
+    argspec: "args=[\'shape\', \'alpha\', \'beta\', \'dtype\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \"<dtype: \'float32\'>\", \'None\', \'None\'], "
+  }
+  member_method {
+    name: "get_seed"
+    argspec: "args=[\'op_seed\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "log_uniform_candidate_sampler"
+    argspec: "args=[\'true_classes\', \'num_true\', \'num_sampled\', \'unique\', \'range_max\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "multinomial"
+    argspec: "args=[\'logits\', \'num_samples\', \'seed\', \'name\', \'output_dtype\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "normal"
+    argspec: "args=[\'shape\', \'mean\', \'stddev\', \'dtype\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'0.0\', \'1.0\', \"<dtype: \'float32\'>\", \'None\', \'None\'], "
+  }
+  member_method {
+    name: "poisson"
+    argspec: "args=[\'lam\', \'shape\', \'dtype\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\"<dtype: \'float32\'>\", \'None\', \'None\'], "
+  }
+  member_method {
+    name: "set_random_seed"
+    argspec: "args=[\'seed\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "shuffle"
+    argspec: "args=[\'value\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "truncated_normal"
+    argspec: "args=[\'shape\', \'mean\', \'stddev\', \'dtype\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'0.0\', \'1.0\', \"<dtype: \'float32\'>\", \'None\', \'None\'], "
+  }
+  member_method {
+    name: "uniform"
+    argspec: "args=[\'shape\', \'minval\', \'maxval\', \'dtype\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'None\', \"<dtype: \'float32\'>\", \'None\', \'None\'], "
+  }
+  member_method {
+    name: "uniform_candidate_sampler"
+    argspec: "args=[\'true_classes\', \'num_true\', \'num_sampled\', \'unique\', \'range_max\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.saved_model.-builder.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.saved_model.-builder.pbtxt
new file mode 100644
index 0000000000..67457de070
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.saved_model.-builder.pbtxt
@@ -0,0 +1,21 @@
+path: "tensorflow.saved_model.Builder"
+tf_class {
+  is_instance: "<class \'tensorflow.python.saved_model.builder_impl.SavedModelBuilder\'>"
+  is_instance: "<type \'object\'>"
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'export_dir\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "add_meta_graph"
+    argspec: "args=[\'self\', \'tags\', \'signature_def_map\', \'assets_collection\', \'legacy_init_op\', \'clear_devices\', \'main_op\', \'strip_default_attrs\', \'saver\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'False\', \'None\', \'False\', \'None\'], "
+  }
+  member_method {
+    name: "add_meta_graph_and_variables"
+    argspec: "args=[\'self\', \'sess\', \'tags\', \'signature_def_map\', \'assets_collection\', \'legacy_init_op\', \'clear_devices\', \'main_op\', \'strip_default_attrs\', \'saver\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'False\', \'None\', \'False\', \'None\'], "
+  }
+  member_method {
+    name: "save"
+    argspec: "args=[\'self\', \'as_text\'], varargs=None, keywords=None, defaults=[\'False\'], "
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.saved_model.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.saved_model.pbtxt
index e1a0385092..3f4965fc69 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.saved_model.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.saved_model.pbtxt
@@ -1,6 +1,10 @@
 path: "tensorflow.saved_model"
 tf_module {
   member {
+    name: "Builder"
+    mtype: "<type \'type\'>"
+  }
+  member {
     name: "builder"
     mtype: "<type \'module\'>"
   }
@@ -33,6 +37,46 @@ tf_module {
     mtype: "<type \'module\'>"
   }
   member_method {
+    name: "build_signature_def"
+    argspec: "args=[\'inputs\', \'outputs\', \'method_name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "build_tensor_info"
+    argspec: "args=[\'tensor\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "classification_signature_def"
+    argspec: "args=[\'examples\', \'classes\', \'scores\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "get_tensor_from_tensor_info"
+    argspec: "args=[\'tensor_info\', \'graph\', \'import_scope\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "is_valid_signature"
+    argspec: "args=[\'signature_def\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "load"
+    argspec: "args=[\'sess\', \'tags\', \'export_dir\', \'import_scope\'], varargs=None, keywords=saver_kwargs, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "main_op_with_restore"
+    argspec: "args=[\'restore_op_name\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "maybe_saved_model_directory"
+    argspec: "args=[\'export_dir\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "predict_signature_def"
+    argspec: "args=[\'inputs\', \'outputs\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "regression_signature_def"
+    argspec: "args=[\'examples\', \'predictions\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
     name: "simple_save"
     argspec: "args=[\'session\', \'export_dir\', \'inputs\', \'outputs\', \'legacy_init_op\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.sparse.-sparse-conditional-accumulator.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.sparse.-sparse-conditional-accumulator.pbtxt
new file mode 100644
index 0000000000..cd97716c9d
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.sparse.-sparse-conditional-accumulator.pbtxt
@@ -0,0 +1,46 @@
+path: "tensorflow.sparse.SparseConditionalAccumulator"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.SparseConditionalAccumulator\'>"
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.ConditionalAccumulatorBase\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "accumulator_ref"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "name"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'dtype\', \'shape\', \'shared_name\', \'name\', \'reduction_type\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'sparse_conditional_accumulator\', \'MEAN\'], "
+  }
+  member_method {
+    name: "apply_grad"
+    argspec: "args=[\'self\', \'grad_indices\', \'grad_values\', \'grad_shape\', \'local_step\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'0\', \'None\'], "
+  }
+  member_method {
+    name: "apply_indexed_slices_grad"
+    argspec: "args=[\'self\', \'grad\', \'local_step\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'None\'], "
+  }
+  member_method {
+    name: "num_accumulated"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "set_global_step"
+    argspec: "args=[\'self\', \'new_global_step\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "take_grad"
+    argspec: "args=[\'self\', \'num_required\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "take_indexed_slices_grad"
+    argspec: "args=[\'self\', \'num_required\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.sparse.-sparse-tensor.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.sparse.-sparse-tensor.pbtxt
new file mode 100644
index 0000000000..02e59a63e1
--- /dev/null
+++ b/tensorflow/tools/api/golden/v1/tensorflow.sparse.-sparse-tensor.pbtxt
@@ -0,0 +1,54 @@
+path: "tensorflow.sparse.SparseTensor"
+tf_class {
+  is_instance: "<class \'tensorflow.python.framework.sparse_tensor.SparseTensor\'>"
+  is_instance: "<class \'tensorflow.python.framework.ops._TensorLike\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "dense_shape"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "graph"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "indices"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "op"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "shape"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "values"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'indices\', \'values\', \'dense_shape\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "consumers"
+    argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "eval"
+    argspec: "args=[\'self\', \'feed_dict\', \'session\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "from_value"
+    argspec: "args=[\'cls\', \'sparse_tensor_value\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "get_shape"
+    argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.sparse.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.sparse.pbtxt
index ba9e651b34..32bd8d5f8e 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.sparse.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.sparse.pbtxt
@@ -1,5 +1,21 @@
 path: "tensorflow.sparse"
 tf_module {
+  member {
+    name: "SparseConditionalAccumulator"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "SparseTensor"
+    mtype: "<type \'type\'>"
+  }
+  member_method {
+    name: "add"
+    argspec: "args=[\'a\', \'b\', \'thresh\'], varargs=None, keywords=None, defaults=[\'0\'], "
+  }
+  member_method {
+    name: "concat"
+    argspec: "args=[\'axis\', \'sp_inputs\', \'name\', \'expand_nonconcat_dim\', \'concat_dim\'], varargs=None, keywords=None, defaults=[\'None\', \'False\', \'None\'], "
+  }
   member_method {
     name: "cross"
     argspec: "args=[\'inputs\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
@@ -16,4 +32,100 @@ tf_module {
     name: "eye"
     argspec: "args=[\'num_rows\', \'num_columns\', \'dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \"<dtype: \'float32\'>\", \'None\'], "
   }
+  member_method {
+    name: "fill_empty_rows"
+    argspec: "args=[\'sp_input\', \'default_value\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "mask"
+    argspec: "args=[\'a\', \'mask_indices\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "matmul"
+    argspec: "args=[\'sp_a\', \'b\', \'adjoint_a\', \'adjoint_b\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'False\', \'None\'], "
+  }
+  member_method {
+    name: "maximum"
+    argspec: "args=[\'sp_a\', \'sp_b\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "merge"
+    argspec: "args=[\'sp_ids\', \'sp_values\', \'vocab_size\', \'name\', \'already_sorted\'], varargs=None, keywords=None, defaults=[\'None\', \'False\'], "
+  }
+  member_method {
+    name: "minimum"
+    argspec: "args=[\'sp_a\', \'sp_b\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "placeholder"
+    argspec: "args=[\'dtype\', \'shape\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_max"
+    argspec: "args=[\'sp_input\', \'axis\', \'keepdims\', \'reduction_axes\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_max_sparse"
+    argspec: "args=[\'sp_input\', \'axis\', \'keepdims\', \'reduction_axes\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_sum"
+    argspec: "args=[\'sp_input\', \'axis\', \'keepdims\', \'reduction_axes\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_sum_sparse"
+    argspec: "args=[\'sp_input\', \'axis\', \'keepdims\', \'reduction_axes\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reorder"
+    argspec: "args=[\'sp_input\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "reset_shape"
+    argspec: "args=[\'sp_input\', \'new_shape\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "reshape"
+    argspec: "args=[\'sp_input\', \'shape\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "retain"
+    argspec: "args=[\'sp_input\', \'to_retain\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "segment_mean"
+    argspec: "args=[\'data\', \'indices\', \'segment_ids\', \'name\', \'num_segments\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "segment_sqrt_n"
+    argspec: "args=[\'data\', \'indices\', \'segment_ids\', \'name\', \'num_segments\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "segment_sum"
+    argspec: "args=[\'data\', \'indices\', \'segment_ids\', \'name\', \'num_segments\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "slice"
+    argspec: "args=[\'sp_input\', \'start\', \'size\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "softmax"
+    argspec: "args=[\'sp_input\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "split"
+    argspec: "args=[\'keyword_required\', \'sp_input\', \'num_split\', \'axis\', \'name\', \'split_dim\'], varargs=None, keywords=None, defaults=[\'KeywordRequired()\', \'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "to_dense"
+    argspec: "args=[\'sp_input\', \'default_value\', \'validate_indices\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'True\', \'None\'], "
+  }
+  member_method {
+    name: "to_indicator"
+    argspec: "args=[\'sp_input\', \'vocab_size\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "transpose"
+    argspec: "args=[\'sp_input\', \'perm\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
 }
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.strings.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.strings.pbtxt
index 312e94b41d..ebdaf57231 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.strings.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.strings.pbtxt
@@ -13,6 +13,10 @@ tf_module {
     argspec: "args=[\'input\', \'name\', \'unit\'], varargs=None, keywords=None, defaults=[\'None\', \'BYTE\'], "
   }
   member_method {
+    name: "reduce_join"
+    argspec: "args=[\'inputs\', \'axis\', \'keep_dims\', \'separator\', \'name\', \'reduction_indices\'], varargs=None, keywords=None, defaults=[\'None\', \'False\', \'\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "regex_full_match"
     argspec: "args=[\'input\', \'pattern\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v1/tensorflow.train.pbtxt b/tensorflow/tools/api/golden/v1/tensorflow.train.pbtxt
index 9f35395284..45c81fdd3b 100644
--- a/tensorflow/tools/api/golden/v1/tensorflow.train.pbtxt
+++ b/tensorflow/tools/api/golden/v1/tensorflow.train.pbtxt
@@ -273,6 +273,10 @@ tf_module {
     argspec: "args=[\'checkpoint_prefix\'], varargs=None, keywords=None, defaults=None"
   }
   member_method {
+    name: "confusion_matrix"
+    argspec: "args=[\'labels\', \'predictions\', \'num_classes\', \'dtype\', \'name\', \'weights\'], varargs=None, keywords=None, defaults=[\'None\', \"<dtype: \'int32\'>\", \'None\', \'None\'], "
+  }
+  member_method {
     name: "cosine_decay"
     argspec: "args=[\'learning_rate\', \'global_step\', \'decay_steps\', \'alpha\', \'name\'], varargs=None, keywords=None, defaults=[\'0.0\', \'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.debugging.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.debugging.pbtxt
index d9efe97821..ab6287f8cd 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.debugging.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.debugging.pbtxt
@@ -1,6 +1,90 @@
 path: "tensorflow.debugging"
 tf_module {
   member_method {
+    name: "Assert"
+    argspec: "args=[\'condition\', \'data\', \'summarize\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_all_finite"
+    argspec: "args=[\'t\', \'msg\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "assert_equal"
+    argspec: "args=[\'x\', \'y\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_greater"
+    argspec: "args=[\'x\', \'y\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_greater_equal"
+    argspec: "args=[\'x\', \'y\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_integer"
+    argspec: "args=[\'x\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_less"
+    argspec: "args=[\'x\', \'y\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_less_equal"
+    argspec: "args=[\'x\', \'y\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_near"
+    argspec: "args=[\'x\', \'y\', \'rtol\', \'atol\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_negative"
+    argspec: "args=[\'x\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_non_negative"
+    argspec: "args=[\'x\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_non_positive"
+    argspec: "args=[\'x\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_none_equal"
+    argspec: "args=[\'x\', \'y\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_positive"
+    argspec: "args=[\'x\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_proper_iterable"
+    argspec: "args=[\'values\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "assert_rank"
+    argspec: "args=[\'x\', \'rank\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_rank_at_least"
+    argspec: "args=[\'x\', \'rank\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_rank_in"
+    argspec: "args=[\'x\', \'ranks\', \'data\', \'summarize\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_same_float_dtype"
+    argspec: "args=[\'tensors\', \'dtype\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "assert_scalar"
+    argspec: "args=[\'tensor\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "assert_type"
+    argspec: "args=[\'tensor\', \'tf_type\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
     name: "check_numerics"
     argspec: "args=[\'tensor\', \'message\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -16,4 +100,16 @@ tf_module {
     name: "is_nan"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
+  member_method {
+    name: "is_non_decreasing"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "is_numeric_tensor"
+    argspec: "args=[\'tensor\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "is_strictly_increasing"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
 }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.dtypes.-d-type.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.dtypes.-d-type.pbtxt
new file mode 100644
index 0000000000..423eca32a2
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.dtypes.-d-type.pbtxt
@@ -0,0 +1,77 @@
+path: "tensorflow.dtypes.DType"
+tf_class {
+  is_instance: "<class \'tensorflow.python.framework.dtypes.DType\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "as_datatype_enum"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "as_numpy_dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "base_dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "is_bool"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "is_complex"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "is_floating"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "is_integer"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "is_numpy_compatible"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "is_quantized"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "is_unsigned"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "limits"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "max"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "min"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "name"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "real_dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "size"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'type_enum\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "is_compatible_with"
+    argspec: "args=[\'self\', \'other\'], varargs=None, keywords=None, defaults=None"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.dtypes.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.dtypes.pbtxt
index 98e1feed00..ea23feca84 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.dtypes.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.dtypes.pbtxt
@@ -1,7 +1,27 @@
 path: "tensorflow.dtypes"
 tf_module {
+  member {
+    name: "DType"
+    mtype: "<type \'type\'>"
+  }
+  member_method {
+    name: "as_dtype"
+    argspec: "args=[\'type_value\'], varargs=None, keywords=None, defaults=None"
+  }
   member_method {
     name: "as_string"
     argspec: "args=[\'input\', \'precision\', \'scientific\', \'shortest\', \'width\', \'fill\', \'name\'], varargs=None, keywords=None, defaults=[\'-1\', \'False\', \'False\', \'-1\', \'\', \'None\'], "
   }
+  member_method {
+    name: "cast"
+    argspec: "args=[\'x\', \'dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "complex"
+    argspec: "args=[\'real\', \'imag\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "saturate_cast"
+    argspec: "args=[\'value\', \'dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
 }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.graph_util.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.graph_util.pbtxt
index eeabf845dc..162ee76ee7 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.graph_util.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.graph_util.pbtxt
@@ -9,6 +9,10 @@ tf_module {
     argspec: "args=[\'graph_def\', \'dest_nodes\'], varargs=None, keywords=None, defaults=None"
   }
   member_method {
+    name: "import_graph_def"
+    argspec: "args=[\'graph_def\', \'input_map\', \'return_elements\', \'name\', \'op_dict\', \'producer_op_list\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "must_run_on_cpu"
     argspec: "args=[\'node\', \'pin_variables_on_cpu\'], varargs=None, keywords=None, defaults=[\'False\'], "
   }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.image.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.image.pbtxt
index 5c46dc5ee7..0a231f1b65 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.image.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.image.pbtxt
@@ -149,6 +149,10 @@ tf_module {
     argspec: "args=[\'image\', \'lower\', \'upper\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "random_crop"
+    argspec: "args=[\'value\', \'size\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
     name: "random_flip_left_right"
     argspec: "args=[\'image\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.initializers.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.initializers.pbtxt
index e3c63fe737..d49181714f 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.initializers.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.initializers.pbtxt
@@ -64,4 +64,8 @@ tf_module {
     name: "lecun_uniform"
     argspec: "args=[\'seed\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
+  member_method {
+    name: "tables_initializer"
+    argspec: "args=[\'name\'], varargs=None, keywords=None, defaults=[\'init_all_tables\'], "
+  }
 }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.io.-fixed-len-feature.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.io.-fixed-len-feature.pbtxt
new file mode 100644
index 0000000000..cd0e51c8c7
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.io.-fixed-len-feature.pbtxt
@@ -0,0 +1,27 @@
+path: "tensorflow.io.FixedLenFeature"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.FixedLenFeature\'>"
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.FixedLenFeature\'>"
+  is_instance: "<type \'tuple\'>"
+  member {
+    name: "default_value"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "shape"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+  }
+  member_method {
+    name: "count"
+  }
+  member_method {
+    name: "index"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.io.-fixed-len-sequence-feature.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.io.-fixed-len-sequence-feature.pbtxt
new file mode 100644
index 0000000000..8a38f25fdf
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.io.-fixed-len-sequence-feature.pbtxt
@@ -0,0 +1,31 @@
+path: "tensorflow.io.FixedLenSequenceFeature"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.FixedLenSequenceFeature\'>"
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.FixedLenSequenceFeature\'>"
+  is_instance: "<type \'tuple\'>"
+  member {
+    name: "allow_missing"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "default_value"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "shape"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+  }
+  member_method {
+    name: "count"
+  }
+  member_method {
+    name: "index"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.io.-padding-f-i-f-o-queue.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.io.-padding-f-i-f-o-queue.pbtxt
new file mode 100644
index 0000000000..85306fdcac
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.io.-padding-f-i-f-o-queue.pbtxt
@@ -0,0 +1,66 @@
+path: "tensorflow.io.PaddingFIFOQueue"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.PaddingFIFOQueue\'>"
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.QueueBase\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "dtypes"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "name"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "names"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "queue_ref"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "shapes"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'capacity\', \'dtypes\', \'shapes\', \'names\', \'shared_name\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'padding_fifo_queue\'], "
+  }
+  member_method {
+    name: "close"
+    argspec: "args=[\'self\', \'cancel_pending_enqueues\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'None\'], "
+  }
+  member_method {
+    name: "dequeue"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_many"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_up_to"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue_many"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "from_list"
+    argspec: "args=[\'index\', \'queues\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "is_closed"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "size"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.io.-priority-queue.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.io.-priority-queue.pbtxt
new file mode 100644
index 0000000000..02d8037b34
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.io.-priority-queue.pbtxt
@@ -0,0 +1,66 @@
+path: "tensorflow.io.PriorityQueue"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.PriorityQueue\'>"
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.QueueBase\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "dtypes"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "name"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "names"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "queue_ref"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "shapes"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'capacity\', \'types\', \'shapes\', \'names\', \'shared_name\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'priority_queue\'], "
+  }
+  member_method {
+    name: "close"
+    argspec: "args=[\'self\', \'cancel_pending_enqueues\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'None\'], "
+  }
+  member_method {
+    name: "dequeue"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_many"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_up_to"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue_many"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "from_list"
+    argspec: "args=[\'index\', \'queues\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "is_closed"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "size"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.io.-queue-base.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.io.-queue-base.pbtxt
new file mode 100644
index 0000000000..a30481a0ea
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.io.-queue-base.pbtxt
@@ -0,0 +1,65 @@
+path: "tensorflow.io.QueueBase"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.QueueBase\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "dtypes"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "name"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "names"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "queue_ref"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "shapes"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'dtypes\', \'shapes\', \'names\', \'queue_ref\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "close"
+    argspec: "args=[\'self\', \'cancel_pending_enqueues\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'None\'], "
+  }
+  member_method {
+    name: "dequeue"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_many"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_up_to"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue_many"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "from_list"
+    argspec: "args=[\'index\', \'queues\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "is_closed"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "size"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.io.-random-shuffle-queue.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.io.-random-shuffle-queue.pbtxt
new file mode 100644
index 0000000000..82cbf9884f
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.io.-random-shuffle-queue.pbtxt
@@ -0,0 +1,66 @@
+path: "tensorflow.io.RandomShuffleQueue"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.RandomShuffleQueue\'>"
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.QueueBase\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "dtypes"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "name"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "names"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "queue_ref"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "shapes"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'capacity\', \'min_after_dequeue\', \'dtypes\', \'shapes\', \'names\', \'seed\', \'shared_name\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'random_shuffle_queue\'], "
+  }
+  member_method {
+    name: "close"
+    argspec: "args=[\'self\', \'cancel_pending_enqueues\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'None\'], "
+  }
+  member_method {
+    name: "dequeue"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_many"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "dequeue_up_to"
+    argspec: "args=[\'self\', \'n\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "enqueue_many"
+    argspec: "args=[\'self\', \'vals\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "from_list"
+    argspec: "args=[\'index\', \'queues\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "is_closed"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "size"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.io.-sparse-feature.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.io.-sparse-feature.pbtxt
new file mode 100644
index 0000000000..216947b4ed
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.io.-sparse-feature.pbtxt
@@ -0,0 +1,35 @@
+path: "tensorflow.io.SparseFeature"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.SparseFeature\'>"
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.SparseFeature\'>"
+  is_instance: "<type \'tuple\'>"
+  member {
+    name: "already_sorted"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "index_key"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "size"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "value_key"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+  }
+  member_method {
+    name: "count"
+  }
+  member_method {
+    name: "index"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.io.-t-f-record-compression-type.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.io.-t-f-record-compression-type.pbtxt
new file mode 100644
index 0000000000..b598f73d7e
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.io.-t-f-record-compression-type.pbtxt
@@ -0,0 +1,20 @@
+path: "tensorflow.io.TFRecordCompressionType"
+tf_class {
+  is_instance: "<class \'tensorflow.python.lib.io.tf_record.TFRecordCompressionType\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "GZIP"
+    mtype: "<type \'int\'>"
+  }
+  member {
+    name: "NONE"
+    mtype: "<type \'int\'>"
+  }
+  member {
+    name: "ZLIB"
+    mtype: "<type \'int\'>"
+  }
+  member_method {
+    name: "__init__"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.io.-t-f-record-options.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.io.-t-f-record-options.pbtxt
new file mode 100644
index 0000000000..bfbf37ccf4
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.io.-t-f-record-options.pbtxt
@@ -0,0 +1,17 @@
+path: "tensorflow.io.TFRecordOptions"
+tf_class {
+  is_instance: "<class \'tensorflow.python.lib.io.tf_record.TFRecordOptions\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "compression_type_map"
+    mtype: "<type \'dict\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'compression_type\', \'flush_mode\', \'input_buffer_size\', \'output_buffer_size\', \'window_bits\', \'compression_level\', \'compression_method\', \'mem_level\', \'compression_strategy\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "get_compression_type_string"
+    argspec: "args=[\'cls\', \'options\'], varargs=None, keywords=None, defaults=None"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.io.-t-f-record-writer.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.io.-t-f-record-writer.pbtxt
new file mode 100644
index 0000000000..6fd443f6d7
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.io.-t-f-record-writer.pbtxt
@@ -0,0 +1,21 @@
+path: "tensorflow.io.TFRecordWriter"
+tf_class {
+  is_instance: "<class \'tensorflow.python.lib.io.tf_record.TFRecordWriter\'>"
+  is_instance: "<type \'object\'>"
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'path\', \'options\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "close"
+    argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "flush"
+    argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "write"
+    argspec: "args=[\'self\', \'record\'], varargs=None, keywords=None, defaults=None"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.io.-var-len-feature.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.io.-var-len-feature.pbtxt
new file mode 100644
index 0000000000..fd835dbfbb
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.io.-var-len-feature.pbtxt
@@ -0,0 +1,19 @@
+path: "tensorflow.io.VarLenFeature"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.VarLenFeature\'>"
+  is_instance: "<class \'tensorflow.python.ops.parsing_ops.VarLenFeature\'>"
+  is_instance: "<type \'tuple\'>"
+  member {
+    name: "dtype"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+  }
+  member_method {
+    name: "count"
+  }
+  member_method {
+    name: "index"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.io.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.io.pbtxt
index 8938cf217b..dccf136788 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.io.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.io.pbtxt
@@ -1,5 +1,49 @@
 path: "tensorflow.io"
 tf_module {
+  member {
+    name: "FixedLenFeature"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "FixedLenSequenceFeature"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "PaddingFIFOQueue"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "PriorityQueue"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "QueueBase"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "RandomShuffleQueue"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "SparseFeature"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "TFRecordCompressionType"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "TFRecordOptions"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "TFRecordWriter"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "VarLenFeature"
+    mtype: "<type \'type\'>"
+  }
   member_method {
     name: "decode_base64"
     argspec: "args=[\'input\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
@@ -9,6 +53,10 @@ tf_module {
     argspec: "args=[\'bytes\', \'compression_type\', \'name\'], varargs=None, keywords=None, defaults=[\'\', \'None\'], "
   }
   member_method {
+    name: "decode_csv"
+    argspec: "args=[\'records\', \'record_defaults\', \'field_delim\', \'use_quote_delim\', \'name\', \'na_value\', \'select_cols\'], varargs=None, keywords=None, defaults=[\',\', \'True\', \'None\', \'\', \'None\'], "
+  }
+  member_method {
     name: "decode_json_example"
     argspec: "args=[\'json_examples\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -17,18 +65,38 @@ tf_module {
     argspec: "args=[\'bytes\', \'out_type\', \'little_endian\', \'name\'], varargs=None, keywords=None, defaults=[\'True\', \'None\'], "
   }
   member_method {
+    name: "deserialize_many_sparse"
+    argspec: "args=[\'serialized_sparse\', \'dtype\', \'rank\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
     name: "encode_base64"
     argspec: "args=[\'input\', \'pad\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'None\'], "
   }
   member_method {
+    name: "match_filenames_once"
+    argspec: "args=[\'pattern\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "matching_files"
     argspec: "args=[\'pattern\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "parse_example"
+    argspec: "args=[\'serialized\', \'features\', \'name\', \'example_names\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
     name: "parse_sequence_example"
     argspec: "args=[\'serialized\', \'context_features\', \'sequence_features\', \'example_names\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
   }
   member_method {
+    name: "parse_single_example"
+    argspec: "args=[\'serialized\', \'features\', \'name\', \'example_names\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "parse_single_sequence_example"
+    argspec: "args=[\'serialized\', \'context_features\', \'sequence_features\', \'example_name\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "parse_tensor"
     argspec: "args=[\'serialized\', \'out_type\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -37,7 +105,23 @@ tf_module {
     argspec: "args=[\'filename\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "serialize_many_sparse"
+    argspec: "args=[\'sp_input\', \'name\', \'out_type\'], varargs=None, keywords=None, defaults=[\'None\', \"<dtype: \'string\'>\"], "
+  }
+  member_method {
+    name: "serialize_sparse"
+    argspec: "args=[\'sp_input\', \'name\', \'out_type\'], varargs=None, keywords=None, defaults=[\'None\', \"<dtype: \'string\'>\"], "
+  }
+  member_method {
+    name: "tf_record_iterator"
+    argspec: "args=[\'path\', \'options\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "write_file"
     argspec: "args=[\'filename\', \'contents\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
+  member_method {
+    name: "write_graph"
+    argspec: "args=[\'graph_or_graph_def\', \'logdir\', \'name\', \'as_text\'], varargs=None, keywords=None, defaults=[\'True\'], "
+  }
 }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.linalg.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.linalg.pbtxt
index d979116887..6ac95d96da 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.linalg.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.linalg.pbtxt
@@ -109,10 +109,18 @@ tf_module {
     argspec: "args=[\'num_rows\', \'num_columns\', \'batch_shape\', \'dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \"<dtype: \'float32\'>\", \'None\'], "
   }
   member_method {
+    name: "global_norm"
+    argspec: "args=[\'t_list\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "inv"
     argspec: "args=[\'input\', \'adjoint\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'None\'], "
   }
   member_method {
+    name: "l2_normalize"
+    argspec: "args=[\'x\', \'axis\', \'epsilon\', \'name\', \'dim\'], varargs=None, keywords=None, defaults=[\'None\', \'1e-12\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "logdet"
     argspec: "args=[\'matrix\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -125,6 +133,10 @@ tf_module {
     argspec: "args=[\'matrix\', \'rhs\', \'l2_regularizer\', \'fast\', \'name\'], varargs=None, keywords=None, defaults=[\'0.0\', \'True\', \'None\'], "
   }
   member_method {
+    name: "matmul"
+    argspec: "args=[\'a\', \'b\', \'transpose_a\', \'transpose_b\', \'adjoint_a\', \'adjoint_b\', \'a_is_sparse\', \'b_is_sparse\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'False\', \'False\', \'False\', \'False\', \'False\', \'None\'], "
+  }
+  member_method {
     name: "norm"
     argspec: "args=[\'tensor\', \'ord\', \'axis\', \'keepdims\', \'name\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'euclidean\', \'None\', \'None\', \'None\', \'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.math.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.math.pbtxt
index 72856466ec..459b9e3684 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.math.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.math.pbtxt
@@ -1,6 +1,14 @@
 path: "tensorflow.math"
 tf_module {
   member_method {
+    name: "abs"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "accumulate_n"
+    argspec: "args=[\'inputs\', \'shape\', \'tensor_dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "acos"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -13,6 +21,22 @@ tf_module {
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "add_n"
+    argspec: "args=[\'inputs\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "angle"
+    argspec: "args=[\'input\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "argmax"
+    argspec: "args=[\'input\', \'axis\', \'name\', \'dimension\', \'output_type\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \"<dtype: \'int64\'>\"], "
+  }
+  member_method {
+    name: "argmin"
+    argspec: "args=[\'input\', \'axis\', \'name\', \'dimension\', \'output_type\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \"<dtype: \'int64\'>\"], "
+  }
+  member_method {
     name: "asin"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -53,10 +77,18 @@ tf_module {
     argspec: "args=[\'a\', \'b\', \'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "bincount"
+    argspec: "args=[\'arr\', \'weights\', \'minlength\', \'maxlength\', \'dtype\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \"<dtype: \'int32\'>\"], "
+  }
+  member_method {
     name: "ceil"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "conj"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "cos"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -65,14 +97,34 @@ tf_module {
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "count_nonzero"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'dtype\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \"<dtype: \'int64\'>\", \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "cumprod"
+    argspec: "args=[\'x\', \'axis\', \'exclusive\', \'reverse\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'False\', \'False\', \'None\'], "
+  }
+  member_method {
+    name: "cumsum"
+    argspec: "args=[\'x\', \'axis\', \'exclusive\', \'reverse\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'False\', \'False\', \'None\'], "
+  }
+  member_method {
     name: "digamma"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "divide"
+    argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "equal"
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "erf"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "erfc"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -89,6 +141,10 @@ tf_module {
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "floordiv"
+    argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "greater"
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -105,10 +161,26 @@ tf_module {
     argspec: "args=[\'a\', \'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "imag"
+    argspec: "args=[\'input\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "in_top_k"
+    argspec: "args=[\'predictions\', \'targets\', \'k\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "invert_permutation"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "l2_normalize"
+    argspec: "args=[\'x\', \'axis\', \'epsilon\', \'name\', \'dim\'], varargs=None, keywords=None, defaults=[\'None\', \'1e-12\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "lbeta"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "less"
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -129,6 +201,14 @@ tf_module {
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "log_sigmoid"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "log_softmax"
+    argspec: "args=[\'logits\', \'axis\', \'name\', \'dim\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "logical_and"
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -141,6 +221,10 @@ tf_module {
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "logical_xor"
+    argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'LogicalXor\'], "
+  }
+  member_method {
     name: "maximum"
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -149,6 +233,14 @@ tf_module {
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "multiply"
+    argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "negative"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "not_equal"
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -161,18 +253,66 @@ tf_module {
     argspec: "args=[\'coeffs\', \'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "pow"
+    argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "real"
+    argspec: "args=[\'input\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "reciprocal"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "reduce_all"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_any"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_logsumexp"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_max"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_mean"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_min"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_prod"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_sum"
+    argspec: "args=[\'input_tensor\', \'axis\', \'keepdims\', \'name\', \'reduction_indices\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "rint"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "round"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "rsqrt"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "scalar_mul"
+    argspec: "args=[\'scalar\', \'x\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
     name: "segment_max"
     argspec: "args=[\'data\', \'segment_ids\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -193,6 +333,14 @@ tf_module {
     argspec: "args=[\'data\', \'segment_ids\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "sigmoid"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "sign"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "sin"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -201,6 +349,10 @@ tf_module {
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "softmax"
+    argspec: "args=[\'logits\', \'axis\', \'name\', \'dim\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "softplus"
     argspec: "args=[\'features\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -209,18 +361,46 @@ tf_module {
     argspec: "args=[\'features\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "sqrt"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "square"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "squared_difference"
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "subtract"
+    argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "tan"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "tanh"
+    argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "top_k"
+    argspec: "args=[\'input\', \'k\', \'sorted\', \'name\'], varargs=None, keywords=None, defaults=[\'1\', \'True\', \'None\'], "
+  }
+  member_method {
+    name: "truediv"
+    argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "unsorted_segment_max"
     argspec: "args=[\'data\', \'segment_ids\', \'num_segments\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "unsorted_segment_mean"
+    argspec: "args=[\'data\', \'segment_ids\', \'num_segments\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "unsorted_segment_min"
     argspec: "args=[\'data\', \'segment_ids\', \'num_segments\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -229,6 +409,10 @@ tf_module {
     argspec: "args=[\'data\', \'segment_ids\', \'num_segments\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "unsorted_segment_sqrt_n"
+    argspec: "args=[\'data\', \'segment_ids\', \'num_segments\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "unsorted_segment_sum"
     argspec: "args=[\'data\', \'segment_ids\', \'num_segments\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
@@ -241,6 +425,10 @@ tf_module {
     argspec: "args=[\'x\', \'y\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "zero_fraction"
+    argspec: "args=[\'value\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
     name: "zeta"
     argspec: "args=[\'x\', \'q\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.nn.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.nn.pbtxt
index d9e5b0d0fc..9b28ce5746 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.nn.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.nn.pbtxt
@@ -101,6 +101,10 @@ tf_module {
     argspec: "args=[\'labels\', \'inputs\', \'sequence_length\', \'preprocess_collapse_repeated\', \'ctc_merge_repeated\', \'ignore_longer_outputs_than_inputs\', \'time_major\'], varargs=None, keywords=None, defaults=[\'False\', \'True\', \'False\', \'True\'], "
   }
   member_method {
+    name: "depth_to_space"
+    argspec: "args=[\'input\', \'block_size\', \'name\', \'data_format\'], varargs=None, keywords=None, defaults=[\'None\', \'NHWC\'], "
+  }
+  member_method {
     name: "depthwise_conv2d"
     argspec: "args=[\'input\', \'filter\', \'strides\', \'padding\', \'rate\', \'name\', \'data_format\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
   }
@@ -305,6 +309,14 @@ tf_module {
     argspec: "args=[\'features\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "space_to_batch"
+    argspec: "args=[\'input\', \'paddings\', \'block_size\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "space_to_depth"
+    argspec: "args=[\'input\', \'block_size\', \'name\', \'data_format\'], varargs=None, keywords=None, defaults=[\'None\', \'NHWC\'], "
+  }
+  member_method {
     name: "sparse_softmax_cross_entropy_with_logits"
     argspec: "args=[\'_sentinel\', \'labels\', \'logits\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.pbtxt
index d2dc8bc85f..5b3ea75bce 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.pbtxt
@@ -457,6 +457,10 @@ tf_module {
     mtype: "<class \'tensorflow.python.framework.dtypes.DType\'>"
   }
   member {
+    name: "random"
+    mtype: "<type \'module\'>"
+  }
+  member {
     name: "random_normal_initializer"
     mtype: "<type \'type\'>"
   }
@@ -1609,6 +1613,10 @@ tf_module {
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
   member_method {
+    name: "roll"
+    argspec: "args=[\'input\', \'shift\', \'axis\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
     name: "round"
     argspec: "args=[\'x\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.quantization.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.quantization.pbtxt
index 6d865efed0..77c92aeb0d 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.quantization.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.quantization.pbtxt
@@ -29,6 +29,10 @@ tf_module {
     argspec: "args=[\'gradients\', \'inputs\', \'min\', \'max\', \'num_bits\', \'narrow_range\', \'name\'], varargs=None, keywords=None, defaults=[\'8\', \'False\', \'None\'], "
   }
   member_method {
+    name: "quantize"
+    argspec: "args=[\'input\', \'min_range\', \'max_range\', \'T\', \'mode\', \'round_mode\', \'name\'], varargs=None, keywords=None, defaults=[\'MIN_COMBINED\', \'HALF_AWAY_FROM_ZERO\', \'None\'], "
+  }
+  member_method {
     name: "quantized_concat"
     argspec: "args=[\'concat_dim\', \'values\', \'input_mins\', \'input_maxes\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.random.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.random.pbtxt
new file mode 100644
index 0000000000..a568dd4cd8
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.random.pbtxt
@@ -0,0 +1,47 @@
+path: "tensorflow.random"
+tf_module {
+  member_method {
+    name: "gamma"
+    argspec: "args=[\'shape\', \'alpha\', \'beta\', \'dtype\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \"<dtype: \'float32\'>\", \'None\', \'None\'], "
+  }
+  member_method {
+    name: "get_seed"
+    argspec: "args=[\'op_seed\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "log_uniform_candidate_sampler"
+    argspec: "args=[\'true_classes\', \'num_true\', \'num_sampled\', \'unique\', \'range_max\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "multinomial"
+    argspec: "args=[\'logits\', \'num_samples\', \'seed\', \'name\', \'output_dtype\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "normal"
+    argspec: "args=[\'shape\', \'mean\', \'stddev\', \'dtype\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'0.0\', \'1.0\', \"<dtype: \'float32\'>\", \'None\', \'None\'], "
+  }
+  member_method {
+    name: "poisson"
+    argspec: "args=[\'lam\', \'shape\', \'dtype\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\"<dtype: \'float32\'>\", \'None\', \'None\'], "
+  }
+  member_method {
+    name: "set_random_seed"
+    argspec: "args=[\'seed\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "shuffle"
+    argspec: "args=[\'value\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "truncated_normal"
+    argspec: "args=[\'shape\', \'mean\', \'stddev\', \'dtype\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'0.0\', \'1.0\', \"<dtype: \'float32\'>\", \'None\', \'None\'], "
+  }
+  member_method {
+    name: "uniform"
+    argspec: "args=[\'shape\', \'minval\', \'maxval\', \'dtype\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'None\', \"<dtype: \'float32\'>\", \'None\', \'None\'], "
+  }
+  member_method {
+    name: "uniform_candidate_sampler"
+    argspec: "args=[\'true_classes\', \'num_true\', \'num_sampled\', \'unique\', \'range_max\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.saved_model.-builder.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.saved_model.-builder.pbtxt
new file mode 100644
index 0000000000..67457de070
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.saved_model.-builder.pbtxt
@@ -0,0 +1,21 @@
+path: "tensorflow.saved_model.Builder"
+tf_class {
+  is_instance: "<class \'tensorflow.python.saved_model.builder_impl.SavedModelBuilder\'>"
+  is_instance: "<type \'object\'>"
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'export_dir\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "add_meta_graph"
+    argspec: "args=[\'self\', \'tags\', \'signature_def_map\', \'assets_collection\', \'legacy_init_op\', \'clear_devices\', \'main_op\', \'strip_default_attrs\', \'saver\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'False\', \'None\', \'False\', \'None\'], "
+  }
+  member_method {
+    name: "add_meta_graph_and_variables"
+    argspec: "args=[\'self\', \'sess\', \'tags\', \'signature_def_map\', \'assets_collection\', \'legacy_init_op\', \'clear_devices\', \'main_op\', \'strip_default_attrs\', \'saver\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'False\', \'None\', \'False\', \'None\'], "
+  }
+  member_method {
+    name: "save"
+    argspec: "args=[\'self\', \'as_text\'], varargs=None, keywords=None, defaults=[\'False\'], "
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.saved_model.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.saved_model.pbtxt
index e1a0385092..3f4965fc69 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.saved_model.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.saved_model.pbtxt
@@ -1,6 +1,10 @@
 path: "tensorflow.saved_model"
 tf_module {
   member {
+    name: "Builder"
+    mtype: "<type \'type\'>"
+  }
+  member {
     name: "builder"
     mtype: "<type \'module\'>"
   }
@@ -33,6 +37,46 @@ tf_module {
     mtype: "<type \'module\'>"
   }
   member_method {
+    name: "build_signature_def"
+    argspec: "args=[\'inputs\', \'outputs\', \'method_name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "build_tensor_info"
+    argspec: "args=[\'tensor\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "classification_signature_def"
+    argspec: "args=[\'examples\', \'classes\', \'scores\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "get_tensor_from_tensor_info"
+    argspec: "args=[\'tensor_info\', \'graph\', \'import_scope\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "is_valid_signature"
+    argspec: "args=[\'signature_def\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "load"
+    argspec: "args=[\'sess\', \'tags\', \'export_dir\', \'import_scope\'], varargs=None, keywords=saver_kwargs, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "main_op_with_restore"
+    argspec: "args=[\'restore_op_name\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "maybe_saved_model_directory"
+    argspec: "args=[\'export_dir\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "predict_signature_def"
+    argspec: "args=[\'inputs\', \'outputs\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "regression_signature_def"
+    argspec: "args=[\'examples\', \'predictions\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
     name: "simple_save"
     argspec: "args=[\'session\', \'export_dir\', \'inputs\', \'outputs\', \'legacy_init_op\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.sparse.-sparse-conditional-accumulator.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.sparse.-sparse-conditional-accumulator.pbtxt
new file mode 100644
index 0000000000..cd97716c9d
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.sparse.-sparse-conditional-accumulator.pbtxt
@@ -0,0 +1,46 @@
+path: "tensorflow.sparse.SparseConditionalAccumulator"
+tf_class {
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.SparseConditionalAccumulator\'>"
+  is_instance: "<class \'tensorflow.python.ops.data_flow_ops.ConditionalAccumulatorBase\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "accumulator_ref"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "name"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'dtype\', \'shape\', \'shared_name\', \'name\', \'reduction_type\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'sparse_conditional_accumulator\', \'MEAN\'], "
+  }
+  member_method {
+    name: "apply_grad"
+    argspec: "args=[\'self\', \'grad_indices\', \'grad_values\', \'grad_shape\', \'local_step\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'0\', \'None\'], "
+  }
+  member_method {
+    name: "apply_indexed_slices_grad"
+    argspec: "args=[\'self\', \'grad\', \'local_step\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'None\'], "
+  }
+  member_method {
+    name: "num_accumulated"
+    argspec: "args=[\'self\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "set_global_step"
+    argspec: "args=[\'self\', \'new_global_step\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "take_grad"
+    argspec: "args=[\'self\', \'num_required\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "take_indexed_slices_grad"
+    argspec: "args=[\'self\', \'num_required\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.sparse.-sparse-tensor.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.sparse.-sparse-tensor.pbtxt
new file mode 100644
index 0000000000..02e59a63e1
--- /dev/null
+++ b/tensorflow/tools/api/golden/v2/tensorflow.sparse.-sparse-tensor.pbtxt
@@ -0,0 +1,54 @@
+path: "tensorflow.sparse.SparseTensor"
+tf_class {
+  is_instance: "<class \'tensorflow.python.framework.sparse_tensor.SparseTensor\'>"
+  is_instance: "<class \'tensorflow.python.framework.ops._TensorLike\'>"
+  is_instance: "<type \'object\'>"
+  member {
+    name: "dense_shape"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "dtype"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "graph"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "indices"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "op"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "shape"
+    mtype: "<type \'property\'>"
+  }
+  member {
+    name: "values"
+    mtype: "<type \'property\'>"
+  }
+  member_method {
+    name: "__init__"
+    argspec: "args=[\'self\', \'indices\', \'values\', \'dense_shape\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "consumers"
+    argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "eval"
+    argspec: "args=[\'self\', \'feed_dict\', \'session\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "from_value"
+    argspec: "args=[\'cls\', \'sparse_tensor_value\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "get_shape"
+    argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
+  }
+}
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.sparse.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.sparse.pbtxt
index ba9e651b34..32bd8d5f8e 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.sparse.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.sparse.pbtxt
@@ -1,5 +1,21 @@
 path: "tensorflow.sparse"
 tf_module {
+  member {
+    name: "SparseConditionalAccumulator"
+    mtype: "<type \'type\'>"
+  }
+  member {
+    name: "SparseTensor"
+    mtype: "<type \'type\'>"
+  }
+  member_method {
+    name: "add"
+    argspec: "args=[\'a\', \'b\', \'thresh\'], varargs=None, keywords=None, defaults=[\'0\'], "
+  }
+  member_method {
+    name: "concat"
+    argspec: "args=[\'axis\', \'sp_inputs\', \'name\', \'expand_nonconcat_dim\', \'concat_dim\'], varargs=None, keywords=None, defaults=[\'None\', \'False\', \'None\'], "
+  }
   member_method {
     name: "cross"
     argspec: "args=[\'inputs\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
@@ -16,4 +32,100 @@ tf_module {
     name: "eye"
     argspec: "args=[\'num_rows\', \'num_columns\', \'dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \"<dtype: \'float32\'>\", \'None\'], "
   }
+  member_method {
+    name: "fill_empty_rows"
+    argspec: "args=[\'sp_input\', \'default_value\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "mask"
+    argspec: "args=[\'a\', \'mask_indices\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "matmul"
+    argspec: "args=[\'sp_a\', \'b\', \'adjoint_a\', \'adjoint_b\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'False\', \'None\'], "
+  }
+  member_method {
+    name: "maximum"
+    argspec: "args=[\'sp_a\', \'sp_b\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "merge"
+    argspec: "args=[\'sp_ids\', \'sp_values\', \'vocab_size\', \'name\', \'already_sorted\'], varargs=None, keywords=None, defaults=[\'None\', \'False\'], "
+  }
+  member_method {
+    name: "minimum"
+    argspec: "args=[\'sp_a\', \'sp_b\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "placeholder"
+    argspec: "args=[\'dtype\', \'shape\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_max"
+    argspec: "args=[\'sp_input\', \'axis\', \'keepdims\', \'reduction_axes\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_max_sparse"
+    argspec: "args=[\'sp_input\', \'axis\', \'keepdims\', \'reduction_axes\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_sum"
+    argspec: "args=[\'sp_input\', \'axis\', \'keepdims\', \'reduction_axes\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reduce_sum_sparse"
+    argspec: "args=[\'sp_input\', \'axis\', \'keepdims\', \'reduction_axes\', \'keep_dims\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "reorder"
+    argspec: "args=[\'sp_input\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "reset_shape"
+    argspec: "args=[\'sp_input\', \'new_shape\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "reshape"
+    argspec: "args=[\'sp_input\', \'shape\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "retain"
+    argspec: "args=[\'sp_input\', \'to_retain\'], varargs=None, keywords=None, defaults=None"
+  }
+  member_method {
+    name: "segment_mean"
+    argspec: "args=[\'data\', \'indices\', \'segment_ids\', \'name\', \'num_segments\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "segment_sqrt_n"
+    argspec: "args=[\'data\', \'indices\', \'segment_ids\', \'name\', \'num_segments\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "segment_sum"
+    argspec: "args=[\'data\', \'indices\', \'segment_ids\', \'name\', \'num_segments\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
+  member_method {
+    name: "slice"
+    argspec: "args=[\'sp_input\', \'start\', \'size\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "softmax"
+    argspec: "args=[\'sp_input\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "split"
+    argspec: "args=[\'keyword_required\', \'sp_input\', \'num_split\', \'axis\', \'name\', \'split_dim\'], varargs=None, keywords=None, defaults=[\'KeywordRequired()\', \'None\', \'None\', \'None\', \'None\', \'None\'], "
+  }
+  member_method {
+    name: "to_dense"
+    argspec: "args=[\'sp_input\', \'default_value\', \'validate_indices\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'True\', \'None\'], "
+  }
+  member_method {
+    name: "to_indicator"
+    argspec: "args=[\'sp_input\', \'vocab_size\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
+  }
+  member_method {
+    name: "transpose"
+    argspec: "args=[\'sp_input\', \'perm\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
+  }
 }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.strings.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.strings.pbtxt
index 312e94b41d..ebdaf57231 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.strings.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.strings.pbtxt
@@ -13,6 +13,10 @@ tf_module {
     argspec: "args=[\'input\', \'name\', \'unit\'], varargs=None, keywords=None, defaults=[\'None\', \'BYTE\'], "
   }
   member_method {
+    name: "reduce_join"
+    argspec: "args=[\'inputs\', \'axis\', \'keep_dims\', \'separator\', \'name\', \'reduction_indices\'], varargs=None, keywords=None, defaults=[\'None\', \'False\', \'\', \'None\', \'None\'], "
+  }
+  member_method {
     name: "regex_full_match"
     argspec: "args=[\'input\', \'pattern\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
   }
diff --git a/tensorflow/tools/api/golden/v2/tensorflow.train.pbtxt b/tensorflow/tools/api/golden/v2/tensorflow.train.pbtxt
index cb6da5088b..7e980fe44d 100644
--- a/tensorflow/tools/api/golden/v2/tensorflow.train.pbtxt
+++ b/tensorflow/tools/api/golden/v2/tensorflow.train.pbtxt
@@ -253,6 +253,10 @@ tf_module {
     argspec: "args=[\'checkpoint_prefix\'], varargs=None, keywords=None, defaults=None"
   }
   member_method {
+    name: "confusion_matrix"
+    argspec: "args=[\'labels\', \'predictions\', \'num_classes\', \'dtype\', \'name\', \'weights\'], varargs=None, keywords=None, defaults=[\'None\', \"<dtype: \'int32\'>\", \'None\', \'None\'], "
+  }
+  member_method {
     name: "cosine_decay"
     argspec: "args=[\'learning_rate\', \'global_step\', \'decay_steps\', \'alpha\', \'name\'], varargs=None, keywords=None, defaults=[\'0.0\', \'None\'], "
   }