[UT] Add missed api_compatibility_test files. (#315)

Author: fuhailin

tensorflow/tools/api/golden/v1/tensorflow.-optimizer-options.pbtxt

@@ -58,6 +58,12 @@ tf_proto {
       label: LABEL_OPTIONAL
       type: TYPE_BOOL
     }
+    field {
+      name: "do_smart_stage_gpu"
+      number: 11
+      label: LABEL_OPTIONAL
+      type: TYPE_BOOL
+    }
     enum_type {
       name: "Level"
       value {

tensorflow/tools/api/golden/v1/tensorflow.feature_column.pbtxt

@@ -118,7 +118,7 @@ tf_module {
   }
   member_method {
     name: "shared_embedding_columns"
-    argspec: "args=[\'categorical_columns\', \'dimension\', \'combiner\', \'initializer\', \'shared_embedding_collection_name\', \'ckpt_to_load_from\', \'tensor_name_in_ckpt\', \'max_norm\', \'trainable\'], varargs=None, keywords=None, defaults=[\'mean\', \'None\', \'None\', \'None\', \'None\', \'None\', \'True\'], "
+    argspec: "args=[\'categorical_columns\', \'dimension\', \'combiner\', \'initializer\', \'shared_embedding_collection_name\', \'ckpt_to_load_from\', \'tensor_name_in_ckpt\', \'max_norm\', \'trainable\', \'do_fusion\'], varargs=None, keywords=None, defaults=[\'mean\', \'None\', \'None\', \'None\', \'None\', \'None\', \'True\', \'False\'], "
   }
   member_method {
     name: "shared_hash_table_column"

tensorflow/tools/api/golden/v1/tensorflow.pbtxt

@@ -1718,7 +1718,7 @@ tf_module {
   }
   member_method {
     name: "initialize_kv_variable_op"
-    argspec: "args=[\'resource_self\', \'resource_primary\', \'value\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'initial_num_buckets\', \'max_load_factor\', \'steps_to_live\', \'ht_type\', \'emb_index\', \'block_num\', \'slot_index\', \'ht_partition_num\', \'filter_freq\', \'max_freq\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'131072\', \'0.8\', \'0\', \'\', \'0\', \'1\', \'0\', \'1000\', \'0\', \'999999\', \'0\', \'-1\', \'-1\', \'normal\', \'1\', \'.\', \'[]\', \'4096\', \'None\'], "
+    argspec: "args=[\'resource_self\', \'resource_primary\', \'value\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'initial_num_buckets\', \'max_load_factor\', \'steps_to_live\', \'ht_type\', \'emb_index\', \'block_num\', \'slot_index\', \'ht_partition_num\', \'filter_freq\', \'max_freq\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'record_freq\', \'record_version\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'131072\', \'0.8\', \'0\', \'\', \'0\', \'1\', \'0\', \'1000\', \'0\', \'999999\', \'0\', \'-1\', \'-1\', \'normal\', \'1\', \'.\', \'[]\', \'4096\', \'False\', \'False\', \'None\'], "
   }
   member_method {
     name: "initialize_local_variables"
@@ -1830,7 +1830,7 @@ tf_module {
   }
   member_method {
     name: "kv_resource_import_v2"
-    argspec: "args=[\'prefix\', \'resource_self\', \'resource_primary\', \'value\', \'tensor_names\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'emb_index\', \'slot_index\', \'block_num\', \'steps_to_live\', \'partition_id\', \'partition_num\', \'ht_type\', \'filter_freq\', \'ht_partition_num\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'max_freq\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'0\', \'0\', \'1\', \'0\', \'0\', \'1\', \'\', \'0\', \'1000\', \'0\', \'-1\', \'-1\', \'normal\', \'999999\', \'1\', \'.\', \'[]\', \'4096\', \'None\'], "
+    argspec: "args=[\'prefix\', \'resource_self\', \'resource_primary\', \'value\', \'tensor_names\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'emb_index\', \'slot_index\', \'block_num\', \'steps_to_live\', \'partition_id\', \'partition_num\', \'ht_type\', \'filter_freq\', \'ht_partition_num\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'max_freq\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'record_freq\', \'record_version\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'0\', \'0\', \'1\', \'0\', \'0\', \'1\', \'\', \'0\', \'1000\', \'0\', \'-1\', \'-1\', \'normal\', \'999999\', \'1\', \'.\', \'[]\', \'4096\', \'False\', \'False\', \'None\'], "
   }
   member_method {
     name: "kv_resource_incr_import"

tensorflow/tools/api/golden/v1/tensorflow.raw_ops.pbtxt

@@ -1930,7 +1930,7 @@ tf_module {
   }
   member_method {
     name: "InitializeKvVariableOp"
-    argspec: "args=[\'resource_self\', \'resource_primary\', \'value\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'initial_num_buckets\', \'max_load_factor\', \'steps_to_live\', \'ht_type\', \'emb_index\', \'block_num\', \'slot_index\', \'ht_partition_num\', \'filter_freq\', \'max_freq\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'131072\', \'0.8\', \'0\', \'\', \'0\', \'1\', \'0\', \'1000\', \'0\', \'999999\', \'0\', \'-1\', \'-1\', \'normal\', \'1\', \'.\', \'[]\', \'4096\', \'None\'], "
+    argspec: "args=[\'resource_self\', \'resource_primary\', \'value\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'initial_num_buckets\', \'max_load_factor\', \'steps_to_live\', \'ht_type\', \'emb_index\', \'block_num\', \'slot_index\', \'ht_partition_num\', \'filter_freq\', \'max_freq\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'record_freq\', \'record_version\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'131072\', \'0.8\', \'0\', \'\', \'0\', \'1\', \'0\', \'1000\', \'0\', \'999999\', \'0\', \'-1\', \'-1\', \'normal\', \'1\', \'.\', \'[]\', \'4096\', \'False\', \'False\', \'None\'], "
   }
   member_method {
     name: "InitializeTable"
@@ -2066,7 +2066,7 @@ tf_module {
   }
   member_method {
     name: "KvResourceImportV2"
-    argspec: "args=[\'prefix\', \'resource_self\', \'resource_primary\', \'value\', \'tensor_names\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'emb_index\', \'slot_index\', \'block_num\', \'steps_to_live\', \'partition_id\', \'partition_num\', \'ht_type\', \'filter_freq\', \'ht_partition_num\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'max_freq\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'0\', \'0\', \'1\', \'0\', \'0\', \'1\', \'\', \'0\', \'1000\', \'0\', \'-1\', \'-1\', \'normal\', \'999999\', \'1\', \'.\', \'[]\', \'4096\', \'None\'], "
+    argspec: "args=[\'prefix\', \'resource_self\', \'resource_primary\', \'value\', \'tensor_names\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'emb_index\', \'slot_index\', \'block_num\', \'steps_to_live\', \'partition_id\', \'partition_num\', \'ht_type\', \'filter_freq\', \'ht_partition_num\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'max_freq\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'record_freq\', \'record_version\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'0\', \'0\', \'1\', \'0\', \'0\', \'1\', \'\', \'0\', \'1000\', \'0\', \'-1\', \'-1\', \'normal\', \'999999\', \'1\', \'.\', \'[]\', \'4096\', \'False\', \'False\', \'None\'], "
   }
   member_method {
     name: "KvResourceIncrImport"

tensorflow/tools/api/golden/v1/tensorflow.train.-profiler-hook.pbtxt

@@ -5,7 +5,7 @@ tf_class {
   is_instance: "<type \'object\'>"
   member_method {
     name: "__init__"
-    argspec: "args=[\'self\', \'save_steps\', \'save_secs\', \'output_dir\', \'show_dataflow\', \'show_memory\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'\', \'True\', \'False\'], "
+    argspec: "args=[\'self\', \'save_steps\', \'save_secs\', \'output_dir\', \'show_dataflow\', \'show_memory\', \'use_real_thread_id\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'\', \'True\', \'False\', \'False\'], "
   }
   member_method {
     name: "after_create_session"

tensorflow/tools/api/golden/v2/tensorflow.feature_column.pbtxt

@@ -114,7 +114,7 @@ tf_module {
   }
   member_method {
     name: "shared_embedding_column"
-    argspec: "args=[\'categorical_column\', \'dimension\', \'shared_name\', \'combiner\', \'initializer\', \'ckpt_to_load_from\', \'tensor_name_in_ckpt\', \'max_norm\', \'trainable\', \'coalesced_scope\'], varargs=None, keywords=None, defaults=[\'mean\', \'None\', \'None\', \'None\', \'None\', \'True\', \'None\'], "
+    argspec: "args=[\'categorical_column\', \'dimension\', \'shared_name\', \'combiner\', \'initializer\', \'ckpt_to_load_from\', \'tensor_name_in_ckpt\', \'max_norm\', \'trainable\', \'coalesced_scope\', \'do_fusion\'], varargs=None, keywords=None, defaults=[\'mean\', \'None\', \'None\', \'None\', \'None\', \'True\', \'None\', \'False\'], "
   }
   member_method {
     name: "shared_embeddings"

tensorflow/tools/api/golden/v2/tensorflow.pbtxt

@@ -894,7 +894,7 @@ tf_module {
   }
   member_method {
     name: "initialize_kv_variable_op"
-    argspec: "args=[\'resource_self\', \'resource_primary\', \'value\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'initial_num_buckets\', \'max_load_factor\', \'steps_to_live\', \'ht_type\', \'emb_index\', \'block_num\', \'slot_index\', \'ht_partition_num\', \'filter_freq\', \'max_freq\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'131072\', \'0.8\', \'0\', \'\', \'0\', \'1\', \'0\', \'1000\', \'0\', \'999999\', \'0\', \'-1\', \'-1\', \'normal\', \'1\', \'.\', \'[]\', \'4096\', \'None\'], "
+    argspec: "args=[\'resource_self\', \'resource_primary\', \'value\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'initial_num_buckets\', \'max_load_factor\', \'steps_to_live\', \'ht_type\', \'emb_index\', \'block_num\', \'slot_index\', \'ht_partition_num\', \'filter_freq\', \'max_freq\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'record_freq\', \'record_version\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'131072\', \'0.8\', \'0\', \'\', \'0\', \'1\', \'0\', \'1000\', \'0\', \'999999\', \'0\', \'-1\', \'-1\', \'normal\', \'1\', \'.\', \'[]\', \'4096\', \'False\', \'False\', \'None\'], "
   }
   member_method {
     name: "io_kafka_dataset"
@@ -966,7 +966,7 @@ tf_module {
   }
   member_method {
     name: "kv_resource_import_v2"
-    argspec: "args=[\'prefix\', \'resource_self\', \'resource_primary\', \'value\', \'tensor_names\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'emb_index\', \'slot_index\', \'block_num\', \'steps_to_live\', \'partition_id\', \'partition_num\', \'ht_type\', \'filter_freq\', \'ht_partition_num\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'max_freq\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'0\', \'0\', \'1\', \'0\', \'0\', \'1\', \'\', \'0\', \'1000\', \'0\', \'-1\', \'-1\', \'normal\', \'999999\', \'1\', \'.\', \'[]\', \'4096\', \'None\'], "
+    argspec: "args=[\'prefix\', \'resource_self\', \'resource_primary\', \'value\', \'tensor_names\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'emb_index\', \'slot_index\', \'block_num\', \'steps_to_live\', \'partition_id\', \'partition_num\', \'ht_type\', \'filter_freq\', \'ht_partition_num\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'max_freq\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'record_freq\', \'record_version\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'0\', \'0\', \'1\', \'0\', \'0\', \'1\', \'\', \'0\', \'1000\', \'0\', \'-1\', \'-1\', \'normal\', \'999999\', \'1\', \'.\', \'[]\', \'4096\', \'False\', \'False\', \'None\'], "
   }
   member_method {
     name: "kv_resource_incr_import"

tensorflow/tools/api/golden/v2/tensorflow.raw_ops.pbtxt

@@ -1930,7 +1930,7 @@ tf_module {
   }
   member_method {
     name: "InitializeKvVariableOp"
-    argspec: "args=[\'resource_self\', \'resource_primary\', \'value\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'initial_num_buckets\', \'max_load_factor\', \'steps_to_live\', \'ht_type\', \'emb_index\', \'block_num\', \'slot_index\', \'ht_partition_num\', \'filter_freq\', \'max_freq\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'131072\', \'0.8\', \'0\', \'\', \'0\', \'1\', \'0\', \'1000\', \'0\', \'999999\', \'0\', \'-1\', \'-1\', \'normal\', \'1\', \'.\', \'[]\', \'4096\', \'None\'], "
+    argspec: "args=[\'resource_self\', \'resource_primary\', \'value\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'initial_num_buckets\', \'max_load_factor\', \'steps_to_live\', \'ht_type\', \'emb_index\', \'block_num\', \'slot_index\', \'ht_partition_num\', \'filter_freq\', \'max_freq\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'record_freq\', \'record_version\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'131072\', \'0.8\', \'0\', \'\', \'0\', \'1\', \'0\', \'1000\', \'0\', \'999999\', \'0\', \'-1\', \'-1\', \'normal\', \'1\', \'.\', \'[]\', \'4096\', \'False\', \'False\', \'None\'], "
   }
   member_method {
     name: "InitializeTable"
@@ -2066,7 +2066,7 @@ tf_module {
   }
   member_method {
     name: "KvResourceImportV2"
-    argspec: "args=[\'prefix\', \'resource_self\', \'resource_primary\', \'value\', \'tensor_names\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'emb_index\', \'slot_index\', \'block_num\', \'steps_to_live\', \'partition_id\', \'partition_num\', \'ht_type\', \'filter_freq\', \'ht_partition_num\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'max_freq\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'0\', \'0\', \'1\', \'0\', \'0\', \'1\', \'\', \'0\', \'1000\', \'0\', \'-1\', \'-1\', \'normal\', \'999999\', \'1\', \'.\', \'[]\', \'4096\', \'None\'], "
+    argspec: "args=[\'prefix\', \'resource_self\', \'resource_primary\', \'value\', \'tensor_names\', \'empty_key\', \'shape\', \'counter_type\', \'slot_num\', \'emb_index\', \'slot_index\', \'block_num\', \'steps_to_live\', \'partition_id\', \'partition_num\', \'ht_type\', \'filter_freq\', \'ht_partition_num\', \'max_element_size\', \'false_positive_probability\', \'l2_weight_threshold\', \'layout\', \'max_freq\', \'storage_type\', \'storage_path\', \'storage_size\', \'default_value_dim\', \'record_freq\', \'record_version\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'0\', \'0\', \'1\', \'0\', \'0\', \'1\', \'\', \'0\', \'1000\', \'0\', \'-1\', \'-1\', \'normal\', \'999999\', \'1\', \'.\', \'[]\', \'4096\', \'False\', \'False\', \'None\'], "
   }
   member_method {
     name: "KvResourceIncrImport"