diff --git a/python/paddle/fluid/device_worker.py b/python/paddle/fluid/device_worker.py
old mode 100644
new mode 100755
index c6ca201d56745c09d464227312b5b2f4d3c3ebc0..9b5331629df20e567d3001c2969438b4e4c6714d
--- a/python/paddle/fluid/device_worker.py
+++ b/python/paddle/fluid/device_worker.py
@@ -140,23 +140,23 @@ class DownpourSGD(DeviceWorker):
         trainer_desc.device_worker_name = "DownpourWorker"
         pull_thread = trainer_desc.pull_dense_param
         pull_thread.device_num = trainer_desc.thread_num
-        for i in self._fleet_desc.trainer_param.dense_table:
+        for i in self._fleet_desc.trainer_param[0].dense_table:
             if i.table_id in dense_table_set:
                 dense_table = pull_thread.dense_table.add()
                 dense_table.dense_value_name.extend(i.dense_variable_name)
                 dense_table.table_id = \
                     i.table_id
-        sparse_len = len(self._fleet_desc.trainer_param.sparse_table)
+        sparse_len = len(self._fleet_desc.trainer_param[0].sparse_table)
         for i in range(sparse_len):
             sparse_table = downpour.sparse_table.add()
             sparse_table.table_id = \
-                        self._fleet_desc.trainer_param.sparse_table[i].table_id
+                        self._fleet_desc.trainer_param[0].sparse_table[i].table_id
             sparse_table.sparse_key_name.extend(
-                self._fleet_desc.trainer_param.sparse_table[i].slot_key)
+                self._fleet_desc.trainer_param[0].sparse_table[i].slot_key)
             sparse_table.sparse_value_name.extend(
-                self._fleet_desc.trainer_param.sparse_table[i].slot_value)
+                self._fleet_desc.trainer_param[0].sparse_table[i].slot_value)
             sparse_table.sparse_grad_name.extend(
-                self._fleet_desc.trainer_param.sparse_table[i].slot_gradient)
+                self._fleet_desc.trainer_param[0].sparse_table[i].slot_gradient)
             if opt_info["use_cvm"]:
                 sparse_table.emb_dim = \
                     self._fleet_desc.server_param.downpour_server_param.downpour_table_param[
@@ -173,14 +173,14 @@ class DownpourSGD(DeviceWorker):
             for i in opt_info["stat_var_names"]:
                 downpour.stat_var_names.extend([i])
 
-        for i in self._fleet_desc.trainer_param.dense_table:
+        for i in self._fleet_desc.trainer_param[0].dense_table:
             if i.table_id in dense_table_set:
                 dense_table = downpour.dense_table.add()
                 dense_table.table_id = i.table_id
                 dense_table.dense_value_name.extend(i.dense_variable_name)
                 dense_table.dense_grad_name.extend(
                     i.dense_gradient_variable_name)
-                downpour.skip_ops.extend(self._fleet_desc.trainer_param.skip_op)
+                downpour.skip_ops.extend(self._fleet_desc.trainer_param[0].skip_op)
         if self._infer:
             downpour.push_dense = False
             downpour.push_sparse = False
diff --git a/python/paddle/fluid/distributed/downpour.py b/python/paddle/fluid/distributed/downpour.py
old mode 100644
new mode 100755
index 902daf1a4ac754da1cc61cd00a89e3f12b4c2357..6908220192557fd540353939c3a5aff526214b50
--- a/python/paddle/fluid/distributed/downpour.py
+++ b/python/paddle/fluid/distributed/downpour.py
@@ -91,8 +91,9 @@ class DownpourSGD(object):
         dense_table_index = 1
         program_configs = []
         param_grads_list = []
+        tp = ps_param.trainer_param.add()
         for loss_index in range(len(losses)):
-            program_config = ps_param.trainer_param.program_config.add()
+            program_config = tp.program_config.add()
             program_config.program_id = str(
                 id(losses[loss_index].block.program))
             program_config.pull_sparse_table_id.extend([sparse_table_index])
@@ -140,13 +141,13 @@ class DownpourSGD(object):
             dense_table_index += 1
             program_configs.append(program_config)
         ps_param.server_param.CopyFrom(server.get_desc())
-        ps_param.trainer_param.CopyFrom(worker.get_desc())
+        ps_param.trainer_param[0].CopyFrom(worker.get_desc())
         for program_config in program_configs:
-            ps_param.trainer_param.program_config.extend([program_config])
+            ps_param.trainer_param[0].program_config.extend([program_config])
         # Todo(guru4elephant): figure out how to support more sparse parameters
         # currently only support lookup_table
         worker_skipped_ops = ["lookup_table", "lookup_table_grad"]
-        ps_param.trainer_param.skip_op.extend(worker_skipped_ops)
+        ps_param.trainer_param[0].skip_op.extend(worker_skipped_ops)
 
         # all fleet operations should be defined in operators in the future
         # we want to return an object here containing:
diff --git a/python/paddle/fluid/distributed/ps_pb2.py b/python/paddle/fluid/distributed/ps_pb2.py
index 5ef4b6d991603ab5718349aa3ba3a4fa0220d9a5..d515a870fbccd00501a04102378ff4185276680b 100644
--- a/python/paddle/fluid/distributed/ps_pb2.py
+++ b/python/paddle/fluid/distributed/ps_pb2.py
@@ -1,5 +1,5 @@
 # Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: proto/ps.proto
+# source: ps.proto
 
 import sys
 _b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
@@ -17,10 +17,10 @@ _sym_db = _symbol_database.Default()
 
 
 DESCRIPTOR = _descriptor.FileDescriptor(
-  name='proto/ps.proto',
+  name='ps.proto',
   package='paddle',
   syntax='proto2',
-  serialized_pb=_b('\n\x0eproto/ps.proto\x12\x06paddle\"\xb5\x02\n\x0bPSParameter\x12\x14\n\x0cworker_class\x18\x01 \x01(\t\x12\x14\n\x0cserver_class\x18\x02 \x01(\t\x12\x16\n\x0einstance_class\x18\x03 \x01(\t\x12\x15\n\x0binit_gflags\x18\x04 \x01(\t:\x00\x12-\n\x0cworker_param\x18\x65 \x01(\x0b\x32\x17.paddle.WorkerParameter\x12-\n\x0cserver_param\x18\x66 \x01(\x0b\x32\x17.paddle.ServerParameter\x12\x38\n\rtrainer_param\x18\xad\x02 \x01(\x0b\x32 .paddle.DownpourTrainerParameter\x12\x33\n\x0f\x66s_client_param\x18\xf5\x03 \x01(\x0b\x32\x19.paddle.FsClientParameter\"Q\n\x0fWorkerParameter\x12>\n\x15\x64ownpour_worker_param\x18\x01 \x01(\x0b\x32\x1f.paddle.DownpourWorkerParameter\"Q\n\x0fServerParameter\x12>\n\x15\x64ownpour_server_param\x18\x01 \x01(\x0b\x32\x1f.paddle.DownpourServerParameter\"O\n\x17\x44ownpourWorkerParameter\x12\x34\n\x14\x64ownpour_table_param\x18\x01 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+  serialized_pb=_b('\n\x08ps.proto\x12\x06paddle\"\xb5\x02\n\x0bPSParameter\x12\x14\n\x0cworker_class\x18\x01 \x01(\t\x12\x14\n\x0cserver_class\x18\x02 \x01(\t\x12\x16\n\x0einstance_class\x18\x03 \x01(\t\x12\x15\n\x0binit_gflags\x18\x04 \x01(\t:\x00\x12-\n\x0cworker_param\x18\x65 \x01(\x0b\x32\x17.paddle.WorkerParameter\x12-\n\x0cserver_param\x18\x66 \x01(\x0b\x32\x17.paddle.ServerParameter\x12\x38\n\rtrainer_param\x18\xad\x02 \x03(\x0b\x32 .paddle.DownpourTrainerParameter\x12\x33\n\x0f\x66s_client_param\x18\xf5\x03 \x01(\x0b\x32\x19.paddle.FsClientParameter\"Q\n\x0fWorkerParameter\x12>\n\x15\x64ownpour_worker_param\x18\x01 \x01(\x0b\x32\x1f.paddle.DownpourWorkerParameter\"Q\n\x0fServerParameter\x12>\n\x15\x64ownpour_server_param\x18\x01 \x01(\x0b\x32\x1f.paddle.DownpourServerParameter\"O\n\x17\x44ownpourWorkerParameter\x12\x34\n\x14\x64ownpour_table_param\x18\x01 \x03(\x0b\x32\x16.paddle.TableParameter\"\xfd\x01\n\x18\x44ownpourTrainerParameter\x12\x30\n\x0b\x64\x65nse_table\x18\x01 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 )
 _sym_db.RegisterFileDescriptor(DESCRIPTOR)
 
@@ -41,8 +41,8 @@ _TABLETYPE = _descriptor.EnumDescriptor(
   ],
   containing_type=None,
   options=None,
-  serialized_start=3826,
-  serialized_end=3878,
+  serialized_start=4678,
+  serialized_end=4730,
 )
 _sym_db.RegisterEnumDescriptor(_TABLETYPE)
 
@@ -118,14 +118,34 @@ _PSCMDID = _descriptor.EnumDescriptor(
       options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
-      name='PS_S2S_MSG', index=16, number=101,
+      name='PS_COPY_TABLE', index=16, number=16,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PS_COPY_TABLE_BY_FEASIGN', index=17, number=17,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PS_PULL_SPARSE_TABLE_WITH_DEPENDENCY', index=18, number=18,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PS_PUSH_SPARSE_TABLE_WITH_DEPENDENCY', index=19, number=19,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PS_PRINT_TABLE_STAT', index=20, number=20,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PS_S2S_MSG', index=21, number=101,
       options=None,
       type=None),
   ],
   containing_type=None,
   options=None,
-  serialized_start=3881,
-  serialized_end=4293,
+  serialized_start=4733,
+  serialized_end=5303,
 )
 _sym_db.RegisterEnumDescriptor(_PSCMDID)
 
@@ -148,6 +168,11 @@ PS_STOP_SERVER = 12
 PS_SAVE_ONE_CACHE_TABLE = 13
 PS_GET_CACHE_THRESHOLD = 14
 PS_CACHE_SHUFFLE = 15
+PS_COPY_TABLE = 16
+PS_COPY_TABLE_BY_FEASIGN = 17
+PS_PULL_SPARSE_TABLE_WITH_DEPENDENCY = 18
+PS_PUSH_SPARSE_TABLE_WITH_DEPENDENCY = 19
+PS_PRINT_TABLE_STAT = 20
 PS_S2S_MSG = 101
 
 
@@ -168,8 +193,8 @@ _FSCLIENTPARAMETER_FSAPITYPE = _descriptor.EnumDescriptor(
   ],
   containing_type=None,
   options=None,
-  serialized_start=3794,
-  serialized_end=3824,
+  serialized_start=4646,
+  serialized_end=4676,
 )
 _sym_db.RegisterEnumDescriptor(_FSCLIENTPARAMETER_FSAPITYPE)
 
@@ -225,8 +250,8 @@ _PSPARAMETER = _descriptor.Descriptor(
       options=None),
     _descriptor.FieldDescriptor(
       name='trainer_param', full_name='paddle.PSParameter.trainer_param', index=6,
-      number=301, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
+      number=301, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
       options=None),
@@ -249,8 +274,8 @@ _PSPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=27,
-  serialized_end=336,
+  serialized_start=21,
+  serialized_end=330,
 )
 
 
@@ -280,8 +305,8 @@ _WORKERPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=338,
-  serialized_end=419,
+  serialized_start=332,
+  serialized_end=413,
 )
 
 
@@ -311,8 +336,8 @@ _SERVERPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=421,
-  serialized_end=502,
+  serialized_start=415,
+  serialized_end=496,
 )
 
 
@@ -342,8 +367,8 @@ _DOWNPOURWORKERPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=504,
-  serialized_end=583,
+  serialized_start=498,
+  serialized_end=577,
 )
 
 
@@ -408,8 +433,8 @@ _DOWNPOURTRAINERPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=586,
-  serialized_end=839,
+  serialized_start=580,
+  serialized_end=833,
 )
 
 
@@ -467,8 +492,8 @@ _PROGRAMCONFIG = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=842,
-  serialized_end=995,
+  serialized_start=836,
+  serialized_end=989,
 )
 
 
@@ -519,8 +544,8 @@ _DENSETABLEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=997,
-  serialized_end=1120,
+  serialized_start=991,
+  serialized_end=1114,
 )
 
 
@@ -578,8 +603,8 @@ _SPARSETABLEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1122,
-  serialized_end=1244,
+  serialized_start=1116,
+  serialized_end=1238,
 )
 
 
@@ -616,8 +641,8 @@ _DOWNPOURSERVERPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1247,
-  serialized_end=1381,
+  serialized_start=1241,
+  serialized_end=1375,
 )
 
 
@@ -675,8 +700,8 @@ _SERVERSERVICEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1384,
-  serialized_end=1599,
+  serialized_start=1378,
+  serialized_end=1593,
 )
 
 
@@ -762,8 +787,8 @@ _TABLEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1602,
-  serialized_end=1921,
+  serialized_start=1596,
+  serialized_end=1915,
 )
 
 
@@ -830,6 +855,27 @@ _TABLEACCESSORPARAMETER = _descriptor.Descriptor(
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
       options=None),
+    _descriptor.FieldDescriptor(
+      name='sparse_commonsgd_param', full_name='paddle.TableAccessorParameter.sparse_commonsgd_param', index=8,
+      number=9, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='embed_sgd_param', full_name='paddle.TableAccessorParameter.embed_sgd_param', index=9,
+      number=10, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='embedx_sgd_param', full_name='paddle.TableAccessorParameter.embedx_sgd_param', index=10,
+      number=11, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
   ],
   extensions=[
   ],
@@ -842,8 +888,8 @@ _TABLEACCESSORPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1924,
-  serialized_end=2304,
+  serialized_start=1918,
+  serialized_end=2495,
 )
 
 
@@ -929,8 +975,8 @@ _DOWNPOURTABLEACCESSORPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=2307,
-  serialized_end=2621,
+  serialized_start=2498,
+  serialized_end=2812,
 )
 
 
@@ -974,8 +1020,8 @@ _TABLEACCESSORSAVEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=2623,
-  serialized_end=2706,
+  serialized_start=2814,
+  serialized_end=2897,
 )
 
 
@@ -1033,8 +1079,8 @@ _PSREQUESTMESSAGE = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=2708,
-  serialized_end=2809,
+  serialized_start=2899,
+  serialized_end=3000,
 )
 
 
@@ -1085,8 +1131,223 @@ _SPARSESGDRULEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=2812,
-  serialized_end=2945,
+  serialized_start=3003,
+  serialized_end=3136,
+)
+
+
+_SPARSECOMMONSGDRULEPARAMETER = _descriptor.Descriptor(
+  name='SparseCommonSGDRuleParameter',
+  full_name='paddle.SparseCommonSGDRuleParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='name', full_name='paddle.SparseCommonSGDRuleParameter.name', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=_b("").decode('utf-8'),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='naive', full_name='paddle.SparseCommonSGDRuleParameter.naive', index=1,
+      number=2, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='adagrad', full_name='paddle.SparseCommonSGDRuleParameter.adagrad', index=2,
+      number=3, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='adam', full_name='paddle.SparseCommonSGDRuleParameter.adam', index=3,
+      number=4, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=3139,
+  serialized_end=3337,
+)
+
+
+_SPARSENAIVESGDRULEPARAMETER = _descriptor.Descriptor(
+  name='SparseNaiveSGDRuleParameter',
+  full_name='paddle.SparseNaiveSGDRuleParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='learning_rate', full_name='paddle.SparseNaiveSGDRuleParameter.learning_rate', index=0,
+      number=1, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.05),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='initial_range', full_name='paddle.SparseNaiveSGDRuleParameter.initial_range', index=1,
+      number=2, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.0001),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='weight_bounds', full_name='paddle.SparseNaiveSGDRuleParameter.weight_bounds', index=2,
+      number=3, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=3339,
+  serialized_end=3451,
+)
+
+
+_SPARSEADAGRADSGDRULEPARAMETER = _descriptor.Descriptor(
+  name='SparseAdagradSGDRuleParameter',
+  full_name='paddle.SparseAdagradSGDRuleParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='learning_rate', full_name='paddle.SparseAdagradSGDRuleParameter.learning_rate', index=0,
+      number=1, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.05),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='initial_g2sum', full_name='paddle.SparseAdagradSGDRuleParameter.initial_g2sum', index=1,
+      number=2, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(3),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='initial_range', full_name='paddle.SparseAdagradSGDRuleParameter.initial_range', index=2,
+      number=3, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.0001),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='weight_bounds', full_name='paddle.SparseAdagradSGDRuleParameter.weight_bounds', index=3,
+      number=4, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=3454,
+  serialized_end=3594,
+)
+
+
+_SPARSEADAMSGDPARAMETER = _descriptor.Descriptor(
+  name='SparseAdamSGDParameter',
+  full_name='paddle.SparseAdamSGDParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='learning_rate', full_name='paddle.SparseAdamSGDParameter.learning_rate', index=0,
+      number=1, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.001),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='initial_range', full_name='paddle.SparseAdamSGDParameter.initial_range', index=1,
+      number=2, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.0001),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='beta1_decay_rate', full_name='paddle.SparseAdamSGDParameter.beta1_decay_rate', index=2,
+      number=3, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.9),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='beta2_decay_rate', full_name='paddle.SparseAdamSGDParameter.beta2_decay_rate', index=3,
+      number=4, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.999),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='ada_epsilon', full_name='paddle.SparseAdamSGDParameter.ada_epsilon', index=4,
+      number=5, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(1e-08),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='weight_bounds', full_name='paddle.SparseAdamSGDParameter.weight_bounds', index=5,
+      number=6, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=3597,
+  serialized_end=3797,
 )
 
 
@@ -1144,8 +1405,8 @@ _DENSESGDRULEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=2948,
-  serialized_end=3173,
+  serialized_start=3800,
+  serialized_end=4025,
 )
 
 
@@ -1203,8 +1464,8 @@ _ADAMSGDPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=3176,
-  serialized_end=3348,
+  serialized_start=4028,
+  serialized_end=4200,
 )
 
 
@@ -1241,8 +1502,8 @@ _NAIVESGDPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=3350,
-  serialized_end=3424,
+  serialized_start=4202,
+  serialized_end=4276,
 )
 
 
@@ -1272,8 +1533,8 @@ _SUMMARYSGDPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=3426,
-  serialized_end=3485,
+  serialized_start=4278,
+  serialized_end=4337,
 )
 
 
@@ -1303,8 +1564,8 @@ _MOVINGAVERAGERULEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=3487,
-  serialized_end=3533,
+  serialized_start=4339,
+  serialized_end=4385,
 )
 
 
@@ -1348,8 +1609,8 @@ _PSRESPONSEMESSAGE = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=3535,
-  serialized_end=3608,
+  serialized_start=4387,
+  serialized_end=4460,
 )
 
 
@@ -1422,8 +1683,8 @@ _FSCLIENTPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=3611,
-  serialized_end=3824,
+  serialized_start=4463,
+  serialized_end=4676,
 )
 
 _PSPARAMETER.fields_by_name['worker_param'].message_type = _WORKERPARAMETER
@@ -1444,6 +1705,12 @@ _TABLEACCESSORPARAMETER.fields_by_name['sparse_sgd_param'].message_type = _SPARS
 _TABLEACCESSORPARAMETER.fields_by_name['dense_sgd_param'].message_type = _DENSESGDRULEPARAMETER
 _TABLEACCESSORPARAMETER.fields_by_name['downpour_accessor_param'].message_type = _DOWNPOURTABLEACCESSORPARAMETER
 _TABLEACCESSORPARAMETER.fields_by_name['table_accessor_save_param'].message_type = _TABLEACCESSORSAVEPARAMETER
+_TABLEACCESSORPARAMETER.fields_by_name['sparse_commonsgd_param'].message_type = _SPARSECOMMONSGDRULEPARAMETER
+_TABLEACCESSORPARAMETER.fields_by_name['embed_sgd_param'].message_type = _SPARSECOMMONSGDRULEPARAMETER
+_TABLEACCESSORPARAMETER.fields_by_name['embedx_sgd_param'].message_type = _SPARSECOMMONSGDRULEPARAMETER
+_SPARSECOMMONSGDRULEPARAMETER.fields_by_name['naive'].message_type = _SPARSENAIVESGDRULEPARAMETER
+_SPARSECOMMONSGDRULEPARAMETER.fields_by_name['adagrad'].message_type = _SPARSEADAGRADSGDRULEPARAMETER
+_SPARSECOMMONSGDRULEPARAMETER.fields_by_name['adam'].message_type = _SPARSEADAMSGDPARAMETER
 _DENSESGDRULEPARAMETER.fields_by_name['adam'].message_type = _ADAMSGDPARAMETER
 _DENSESGDRULEPARAMETER.fields_by_name['naive'].message_type = _NAIVESGDPARAMETER
 _DENSESGDRULEPARAMETER.fields_by_name['summary'].message_type = _SUMMARYSGDPARAMETER
@@ -1466,6 +1733,10 @@ DESCRIPTOR.message_types_by_name['DownpourTableAccessorParameter'] = _DOWNPOURTA
 DESCRIPTOR.message_types_by_name['TableAccessorSaveParameter'] = _TABLEACCESSORSAVEPARAMETER
 DESCRIPTOR.message_types_by_name['PsRequestMessage'] = _PSREQUESTMESSAGE
 DESCRIPTOR.message_types_by_name['SparseSGDRuleParameter'] = _SPARSESGDRULEPARAMETER
+DESCRIPTOR.message_types_by_name['SparseCommonSGDRuleParameter'] = _SPARSECOMMONSGDRULEPARAMETER
+DESCRIPTOR.message_types_by_name['SparseNaiveSGDRuleParameter'] = _SPARSENAIVESGDRULEPARAMETER
+DESCRIPTOR.message_types_by_name['SparseAdagradSGDRuleParameter'] = _SPARSEADAGRADSGDRULEPARAMETER
+DESCRIPTOR.message_types_by_name['SparseAdamSGDParameter'] = _SPARSEADAMSGDPARAMETER
 DESCRIPTOR.message_types_by_name['DenseSGDRuleParameter'] = _DENSESGDRULEPARAMETER
 DESCRIPTOR.message_types_by_name['AdamSGDParameter'] = _ADAMSGDPARAMETER
 DESCRIPTOR.message_types_by_name['NaiveSGDParameter'] = _NAIVESGDPARAMETER
@@ -1478,161 +1749,189 @@ DESCRIPTOR.enum_types_by_name['PsCmdID'] = _PSCMDID
 
 PSParameter = _reflection.GeneratedProtocolMessageType('PSParameter', (_message.Message,), dict(
   DESCRIPTOR = _PSPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.PSParameter)
   ))
 _sym_db.RegisterMessage(PSParameter)
 
 WorkerParameter = _reflection.GeneratedProtocolMessageType('WorkerParameter', (_message.Message,), dict(
   DESCRIPTOR = _WORKERPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.WorkerParameter)
   ))
 _sym_db.RegisterMessage(WorkerParameter)
 
 ServerParameter = _reflection.GeneratedProtocolMessageType('ServerParameter', (_message.Message,), dict(
   DESCRIPTOR = _SERVERPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.ServerParameter)
   ))
 _sym_db.RegisterMessage(ServerParameter)
 
 DownpourWorkerParameter = _reflection.GeneratedProtocolMessageType('DownpourWorkerParameter', (_message.Message,), dict(
   DESCRIPTOR = _DOWNPOURWORKERPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.DownpourWorkerParameter)
   ))
 _sym_db.RegisterMessage(DownpourWorkerParameter)
 
 DownpourTrainerParameter = _reflection.GeneratedProtocolMessageType('DownpourTrainerParameter', (_message.Message,), dict(
   DESCRIPTOR = _DOWNPOURTRAINERPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.DownpourTrainerParameter)
   ))
 _sym_db.RegisterMessage(DownpourTrainerParameter)
 
 ProgramConfig = _reflection.GeneratedProtocolMessageType('ProgramConfig', (_message.Message,), dict(
   DESCRIPTOR = _PROGRAMCONFIG,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.ProgramConfig)
   ))
 _sym_db.RegisterMessage(ProgramConfig)
 
 DenseTableParameter = _reflection.GeneratedProtocolMessageType('DenseTableParameter', (_message.Message,), dict(
   DESCRIPTOR = _DENSETABLEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.DenseTableParameter)
   ))
 _sym_db.RegisterMessage(DenseTableParameter)
 
 SparseTableParameter = _reflection.GeneratedProtocolMessageType('SparseTableParameter', (_message.Message,), dict(
   DESCRIPTOR = _SPARSETABLEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.SparseTableParameter)
   ))
 _sym_db.RegisterMessage(SparseTableParameter)
 
 DownpourServerParameter = _reflection.GeneratedProtocolMessageType('DownpourServerParameter', (_message.Message,), dict(
   DESCRIPTOR = _DOWNPOURSERVERPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.DownpourServerParameter)
   ))
 _sym_db.RegisterMessage(DownpourServerParameter)
 
 ServerServiceParameter = _reflection.GeneratedProtocolMessageType('ServerServiceParameter', (_message.Message,), dict(
   DESCRIPTOR = _SERVERSERVICEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.ServerServiceParameter)
   ))
 _sym_db.RegisterMessage(ServerServiceParameter)
 
 TableParameter = _reflection.GeneratedProtocolMessageType('TableParameter', (_message.Message,), dict(
   DESCRIPTOR = _TABLEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.TableParameter)
   ))
 _sym_db.RegisterMessage(TableParameter)
 
 TableAccessorParameter = _reflection.GeneratedProtocolMessageType('TableAccessorParameter', (_message.Message,), dict(
   DESCRIPTOR = _TABLEACCESSORPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.TableAccessorParameter)
   ))
 _sym_db.RegisterMessage(TableAccessorParameter)
 
 DownpourTableAccessorParameter = _reflection.GeneratedProtocolMessageType('DownpourTableAccessorParameter', (_message.Message,), dict(
   DESCRIPTOR = _DOWNPOURTABLEACCESSORPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.DownpourTableAccessorParameter)
   ))
 _sym_db.RegisterMessage(DownpourTableAccessorParameter)
 
 TableAccessorSaveParameter = _reflection.GeneratedProtocolMessageType('TableAccessorSaveParameter', (_message.Message,), dict(
   DESCRIPTOR = _TABLEACCESSORSAVEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.TableAccessorSaveParameter)
   ))
 _sym_db.RegisterMessage(TableAccessorSaveParameter)
 
 PsRequestMessage = _reflection.GeneratedProtocolMessageType('PsRequestMessage', (_message.Message,), dict(
   DESCRIPTOR = _PSREQUESTMESSAGE,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.PsRequestMessage)
   ))
 _sym_db.RegisterMessage(PsRequestMessage)
 
 SparseSGDRuleParameter = _reflection.GeneratedProtocolMessageType('SparseSGDRuleParameter', (_message.Message,), dict(
   DESCRIPTOR = _SPARSESGDRULEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.SparseSGDRuleParameter)
   ))
 _sym_db.RegisterMessage(SparseSGDRuleParameter)
 
+SparseCommonSGDRuleParameter = _reflection.GeneratedProtocolMessageType('SparseCommonSGDRuleParameter', (_message.Message,), dict(
+  DESCRIPTOR = _SPARSECOMMONSGDRULEPARAMETER,
+  __module__ = 'ps_pb2'
+  # @@protoc_insertion_point(class_scope:paddle.SparseCommonSGDRuleParameter)
+  ))
+_sym_db.RegisterMessage(SparseCommonSGDRuleParameter)
+
+SparseNaiveSGDRuleParameter = _reflection.GeneratedProtocolMessageType('SparseNaiveSGDRuleParameter', (_message.Message,), dict(
+  DESCRIPTOR = _SPARSENAIVESGDRULEPARAMETER,
+  __module__ = 'ps_pb2'
+  # @@protoc_insertion_point(class_scope:paddle.SparseNaiveSGDRuleParameter)
+  ))
+_sym_db.RegisterMessage(SparseNaiveSGDRuleParameter)
+
+SparseAdagradSGDRuleParameter = _reflection.GeneratedProtocolMessageType('SparseAdagradSGDRuleParameter', (_message.Message,), dict(
+  DESCRIPTOR = _SPARSEADAGRADSGDRULEPARAMETER,
+  __module__ = 'ps_pb2'
+  # @@protoc_insertion_point(class_scope:paddle.SparseAdagradSGDRuleParameter)
+  ))
+_sym_db.RegisterMessage(SparseAdagradSGDRuleParameter)
+
+SparseAdamSGDParameter = _reflection.GeneratedProtocolMessageType('SparseAdamSGDParameter', (_message.Message,), dict(
+  DESCRIPTOR = _SPARSEADAMSGDPARAMETER,
+  __module__ = 'ps_pb2'
+  # @@protoc_insertion_point(class_scope:paddle.SparseAdamSGDParameter)
+  ))
+_sym_db.RegisterMessage(SparseAdamSGDParameter)
+
 DenseSGDRuleParameter = _reflection.GeneratedProtocolMessageType('DenseSGDRuleParameter', (_message.Message,), dict(
   DESCRIPTOR = _DENSESGDRULEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.DenseSGDRuleParameter)
   ))
 _sym_db.RegisterMessage(DenseSGDRuleParameter)
 
 AdamSGDParameter = _reflection.GeneratedProtocolMessageType('AdamSGDParameter', (_message.Message,), dict(
   DESCRIPTOR = _ADAMSGDPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.AdamSGDParameter)
   ))
 _sym_db.RegisterMessage(AdamSGDParameter)
 
 NaiveSGDParameter = _reflection.GeneratedProtocolMessageType('NaiveSGDParameter', (_message.Message,), dict(
   DESCRIPTOR = _NAIVESGDPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.NaiveSGDParameter)
   ))
 _sym_db.RegisterMessage(NaiveSGDParameter)
 
 SummarySGDParameter = _reflection.GeneratedProtocolMessageType('SummarySGDParameter', (_message.Message,), dict(
   DESCRIPTOR = _SUMMARYSGDPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.SummarySGDParameter)
   ))
 _sym_db.RegisterMessage(SummarySGDParameter)
 
 MovingAverageRuleParameter = _reflection.GeneratedProtocolMessageType('MovingAverageRuleParameter', (_message.Message,), dict(
   DESCRIPTOR = _MOVINGAVERAGERULEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.MovingAverageRuleParameter)
   ))
 _sym_db.RegisterMessage(MovingAverageRuleParameter)
 
 PsResponseMessage = _reflection.GeneratedProtocolMessageType('PsResponseMessage', (_message.Message,), dict(
   DESCRIPTOR = _PSRESPONSEMESSAGE,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.PsResponseMessage)
   ))
 _sym_db.RegisterMessage(PsResponseMessage)
 
 FsClientParameter = _reflection.GeneratedProtocolMessageType('FsClientParameter', (_message.Message,), dict(
   DESCRIPTOR = _FSCLIENTPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.FsClientParameter)
   ))
 _sym_db.RegisterMessage(FsClientParameter)
diff --git a/python/paddle/fluid/incubate/fleet/parameter_server/pslib/__init__.py b/python/paddle/fluid/incubate/fleet/parameter_server/pslib/__init__.py
old mode 100644
new mode 100755
index e9668805e4aa20f19084c9119c468f6e3354b5c7..17a761bf0523ab39bf4846169214ad1bfad5d186
--- a/python/paddle/fluid/incubate/fleet/parameter_server/pslib/__init__.py
+++ b/python/paddle/fluid/incubate/fleet/parameter_server/pslib/__init__.py
@@ -89,7 +89,7 @@ class PSLib(Fleet):
             # barrier for init model
             self._role_maker._barrier_worker()
             if self._role_maker.is_first_worker():
-                tables = self._dist_desc.trainer_param.dense_table
+                tables = self._dist_desc.trainer_param[0].dense_table
                 for prog, scope in zip(self._main_programs, self._scopes):
                     prog_id = str(id(prog))
                     prog_conf = self._opt_info['program_configs'][prog_id]
@@ -304,7 +304,7 @@ class PSLib(Fleet):
         """
         self._role_maker._barrier_worker()
         if self._role_maker.is_first_worker():
-            for i in self._opt_info["fleet_desc"].trainer_param.sparse_table:
+            for i in self._opt_info["fleet_desc"].trainer_param[0].sparse_table:
                 self._fleet_ptr.shrink_sparse_table(i.table_id)
         self._role_maker._barrier_worker()
 
@@ -330,7 +330,7 @@ class PSLib(Fleet):
             scope = fluid.global_scope()
         self._role_maker._barrier_worker()
         if self._role_maker.is_first_worker():
-            for i in self._opt_info["fleet_desc"].trainer_param.dense_table:
+            for i in self._opt_info["fleet_desc"].trainer_param[0].dense_table:
                 if table_id is not None and table_id != i.table_id:
                     continue
                 var_list = [var for var in i.dense_variable_name]
@@ -476,7 +476,7 @@ class PSLib(Fleet):
                 if ret != 0:
                     raise RuntimeError("download model proto file failed")
                 model_proto_file = dest
-            for i in self._opt_info["fleet_desc"].trainer_param.dense_table:
+            for i in self._opt_info["fleet_desc"].trainer_param[0].dense_table:
                 if table_id is not None and table_id != i.table_id:
                     continue
                 table_var_names = [var for var in i.dense_variable_name]
diff --git a/python/paddle/fluid/incubate/fleet/parameter_server/pslib/optimizer_factory.py b/python/paddle/fluid/incubate/fleet/parameter_server/pslib/optimizer_factory.py
index a746292a64d6305832291b1bdfd13d0769a07c78..259b713903e3f98206e9c32d622d206eeb98bec6 100755
--- a/python/paddle/fluid/incubate/fleet/parameter_server/pslib/optimizer_factory.py
+++ b/python/paddle/fluid/incubate/fleet/parameter_server/pslib/optimizer_factory.py
@@ -144,7 +144,7 @@ class DistributedAdam(DistributedOptimizerImplBase):
             with open(fleet_desc_file) as f:
                 text_format.Merge(f.read(), ps_param)
             server.get_desc().CopyFrom(ps_param.server_param)
-            worker.get_desc().CopyFrom(ps_param.trainer_param)
+            worker.get_desc().CopyFrom(ps_param.trainer_param[0])
 
         sparse_table_index = 0
         for tn in sparse_table_names:
@@ -231,12 +231,16 @@ class DistributedAdam(DistributedOptimizerImplBase):
                     [dense_table_index])
             dense_table_index += 1
         ps_param.server_param.CopyFrom(server.get_desc())
-        ps_param.trainer_param.CopyFrom(worker.get_desc())
+        if len(ps_param.trainer_param) == 0:
+            tp = ps_param.trainer_param.add()
+            tp.CopyFrom(worker.get_desc())
+        else:
+            ps_param.trainer_param[0].CopyFrom(worker.get_desc())
         # Todo(guru4elephant): figure out how to support more sparse parameters
         # currently only support lookup_table
         worker_skipped_ops = ["lookup_table", "lookup_table_grad"]
-        if len(ps_param.trainer_param.skip_op) == 0:
-            ps_param.trainer_param.skip_op.extend(worker_skipped_ops)
+        if len(ps_param.trainer_param[0].skip_op) == 0:
+            ps_param.trainer_param[0].skip_op.extend(worker_skipped_ops)
 
         opt_info = {}
         opt_info["program_configs"] = program_configs
diff --git a/python/paddle/fluid/incubate/fleet/parameter_server/pslib/ps_pb2.py b/python/paddle/fluid/incubate/fleet/parameter_server/pslib/ps_pb2.py
index 5ef4b6d991603ab5718349aa3ba3a4fa0220d9a5..d515a870fbccd00501a04102378ff4185276680b 100644
--- a/python/paddle/fluid/incubate/fleet/parameter_server/pslib/ps_pb2.py
+++ b/python/paddle/fluid/incubate/fleet/parameter_server/pslib/ps_pb2.py
@@ -1,5 +1,5 @@
 # Generated by the protocol buffer compiler.  DO NOT EDIT!
-# source: proto/ps.proto
+# source: ps.proto
 
 import sys
 _b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
@@ -17,10 +17,10 @@ _sym_db = _symbol_database.Default()
 
 
 DESCRIPTOR = _descriptor.FileDescriptor(
-  name='proto/ps.proto',
+  name='ps.proto',
   package='paddle',
   syntax='proto2',
-  serialized_pb=_b('\n\x0eproto/ps.proto\x12\x06paddle\"\xb5\x02\n\x0bPSParameter\x12\x14\n\x0cworker_class\x18\x01 \x01(\t\x12\x14\n\x0cserver_class\x18\x02 \x01(\t\x12\x16\n\x0einstance_class\x18\x03 \x01(\t\x12\x15\n\x0binit_gflags\x18\x04 \x01(\t:\x00\x12-\n\x0cworker_param\x18\x65 \x01(\x0b\x32\x17.paddle.WorkerParameter\x12-\n\x0cserver_param\x18\x66 \x01(\x0b\x32\x17.paddle.ServerParameter\x12\x38\n\rtrainer_param\x18\xad\x02 \x01(\x0b\x32 .paddle.DownpourTrainerParameter\x12\x33\n\x0f\x66s_client_param\x18\xf5\x03 \x01(\x0b\x32\x19.paddle.FsClientParameter\"Q\n\x0fWorkerParameter\x12>\n\x15\x64ownpour_worker_param\x18\x01 \x01(\x0b\x32\x1f.paddle.DownpourWorkerParameter\"Q\n\x0fServerParameter\x12>\n\x15\x64ownpour_server_param\x18\x01 \x01(\x0b\x32\x1f.paddle.DownpourServerParameter\"O\n\x17\x44ownpourWorkerParameter\x12\x34\n\x14\x64ownpour_table_param\x18\x01 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+  serialized_pb=_b('\n\x08ps.proto\x12\x06paddle\"\xb5\x02\n\x0bPSParameter\x12\x14\n\x0cworker_class\x18\x01 \x01(\t\x12\x14\n\x0cserver_class\x18\x02 \x01(\t\x12\x16\n\x0einstance_class\x18\x03 \x01(\t\x12\x15\n\x0binit_gflags\x18\x04 \x01(\t:\x00\x12-\n\x0cworker_param\x18\x65 \x01(\x0b\x32\x17.paddle.WorkerParameter\x12-\n\x0cserver_param\x18\x66 \x01(\x0b\x32\x17.paddle.ServerParameter\x12\x38\n\rtrainer_param\x18\xad\x02 \x03(\x0b\x32 .paddle.DownpourTrainerParameter\x12\x33\n\x0f\x66s_client_param\x18\xf5\x03 \x01(\x0b\x32\x19.paddle.FsClientParameter\"Q\n\x0fWorkerParameter\x12>\n\x15\x64ownpour_worker_param\x18\x01 \x01(\x0b\x32\x1f.paddle.DownpourWorkerParameter\"Q\n\x0fServerParameter\x12>\n\x15\x64ownpour_server_param\x18\x01 \x01(\x0b\x32\x1f.paddle.DownpourServerParameter\"O\n\x17\x44ownpourWorkerParameter\x12\x34\n\x14\x64ownpour_table_param\x18\x01 \x03(\x0b\x32\x16.paddle.TableParameter\"\xfd\x01\n\x18\x44ownpourTrainerParameter\x12\x30\n\x0b\x64\x65nse_table\x18\x01 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 )
 _sym_db.RegisterFileDescriptor(DESCRIPTOR)
 
@@ -41,8 +41,8 @@ _TABLETYPE = _descriptor.EnumDescriptor(
   ],
   containing_type=None,
   options=None,
-  serialized_start=3826,
-  serialized_end=3878,
+  serialized_start=4678,
+  serialized_end=4730,
 )
 _sym_db.RegisterEnumDescriptor(_TABLETYPE)
 
@@ -118,14 +118,34 @@ _PSCMDID = _descriptor.EnumDescriptor(
       options=None,
       type=None),
     _descriptor.EnumValueDescriptor(
-      name='PS_S2S_MSG', index=16, number=101,
+      name='PS_COPY_TABLE', index=16, number=16,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PS_COPY_TABLE_BY_FEASIGN', index=17, number=17,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PS_PULL_SPARSE_TABLE_WITH_DEPENDENCY', index=18, number=18,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PS_PUSH_SPARSE_TABLE_WITH_DEPENDENCY', index=19, number=19,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PS_PRINT_TABLE_STAT', index=20, number=20,
+      options=None,
+      type=None),
+    _descriptor.EnumValueDescriptor(
+      name='PS_S2S_MSG', index=21, number=101,
       options=None,
       type=None),
   ],
   containing_type=None,
   options=None,
-  serialized_start=3881,
-  serialized_end=4293,
+  serialized_start=4733,
+  serialized_end=5303,
 )
 _sym_db.RegisterEnumDescriptor(_PSCMDID)
 
@@ -148,6 +168,11 @@ PS_STOP_SERVER = 12
 PS_SAVE_ONE_CACHE_TABLE = 13
 PS_GET_CACHE_THRESHOLD = 14
 PS_CACHE_SHUFFLE = 15
+PS_COPY_TABLE = 16
+PS_COPY_TABLE_BY_FEASIGN = 17
+PS_PULL_SPARSE_TABLE_WITH_DEPENDENCY = 18
+PS_PUSH_SPARSE_TABLE_WITH_DEPENDENCY = 19
+PS_PRINT_TABLE_STAT = 20
 PS_S2S_MSG = 101
 
 
@@ -168,8 +193,8 @@ _FSCLIENTPARAMETER_FSAPITYPE = _descriptor.EnumDescriptor(
   ],
   containing_type=None,
   options=None,
-  serialized_start=3794,
-  serialized_end=3824,
+  serialized_start=4646,
+  serialized_end=4676,
 )
 _sym_db.RegisterEnumDescriptor(_FSCLIENTPARAMETER_FSAPITYPE)
 
@@ -225,8 +250,8 @@ _PSPARAMETER = _descriptor.Descriptor(
       options=None),
     _descriptor.FieldDescriptor(
       name='trainer_param', full_name='paddle.PSParameter.trainer_param', index=6,
-      number=301, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
+      number=301, type=11, cpp_type=10, label=3,
+      has_default_value=False, default_value=[],
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
       options=None),
@@ -249,8 +274,8 @@ _PSPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=27,
-  serialized_end=336,
+  serialized_start=21,
+  serialized_end=330,
 )
 
 
@@ -280,8 +305,8 @@ _WORKERPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=338,
-  serialized_end=419,
+  serialized_start=332,
+  serialized_end=413,
 )
 
 
@@ -311,8 +336,8 @@ _SERVERPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=421,
-  serialized_end=502,
+  serialized_start=415,
+  serialized_end=496,
 )
 
 
@@ -342,8 +367,8 @@ _DOWNPOURWORKERPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=504,
-  serialized_end=583,
+  serialized_start=498,
+  serialized_end=577,
 )
 
 
@@ -408,8 +433,8 @@ _DOWNPOURTRAINERPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=586,
-  serialized_end=839,
+  serialized_start=580,
+  serialized_end=833,
 )
 
 
@@ -467,8 +492,8 @@ _PROGRAMCONFIG = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=842,
-  serialized_end=995,
+  serialized_start=836,
+  serialized_end=989,
 )
 
 
@@ -519,8 +544,8 @@ _DENSETABLEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=997,
-  serialized_end=1120,
+  serialized_start=991,
+  serialized_end=1114,
 )
 
 
@@ -578,8 +603,8 @@ _SPARSETABLEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1122,
-  serialized_end=1244,
+  serialized_start=1116,
+  serialized_end=1238,
 )
 
 
@@ -616,8 +641,8 @@ _DOWNPOURSERVERPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1247,
-  serialized_end=1381,
+  serialized_start=1241,
+  serialized_end=1375,
 )
 
 
@@ -675,8 +700,8 @@ _SERVERSERVICEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1384,
-  serialized_end=1599,
+  serialized_start=1378,
+  serialized_end=1593,
 )
 
 
@@ -762,8 +787,8 @@ _TABLEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1602,
-  serialized_end=1921,
+  serialized_start=1596,
+  serialized_end=1915,
 )
 
 
@@ -830,6 +855,27 @@ _TABLEACCESSORPARAMETER = _descriptor.Descriptor(
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
       options=None),
+    _descriptor.FieldDescriptor(
+      name='sparse_commonsgd_param', full_name='paddle.TableAccessorParameter.sparse_commonsgd_param', index=8,
+      number=9, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='embed_sgd_param', full_name='paddle.TableAccessorParameter.embed_sgd_param', index=9,
+      number=10, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='embedx_sgd_param', full_name='paddle.TableAccessorParameter.embedx_sgd_param', index=10,
+      number=11, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
   ],
   extensions=[
   ],
@@ -842,8 +888,8 @@ _TABLEACCESSORPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1924,
-  serialized_end=2304,
+  serialized_start=1918,
+  serialized_end=2495,
 )
 
 
@@ -929,8 +975,8 @@ _DOWNPOURTABLEACCESSORPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=2307,
-  serialized_end=2621,
+  serialized_start=2498,
+  serialized_end=2812,
 )
 
 
@@ -974,8 +1020,8 @@ _TABLEACCESSORSAVEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=2623,
-  serialized_end=2706,
+  serialized_start=2814,
+  serialized_end=2897,
 )
 
 
@@ -1033,8 +1079,8 @@ _PSREQUESTMESSAGE = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=2708,
-  serialized_end=2809,
+  serialized_start=2899,
+  serialized_end=3000,
 )
 
 
@@ -1085,8 +1131,223 @@ _SPARSESGDRULEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=2812,
-  serialized_end=2945,
+  serialized_start=3003,
+  serialized_end=3136,
+)
+
+
+_SPARSECOMMONSGDRULEPARAMETER = _descriptor.Descriptor(
+  name='SparseCommonSGDRuleParameter',
+  full_name='paddle.SparseCommonSGDRuleParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='name', full_name='paddle.SparseCommonSGDRuleParameter.name', index=0,
+      number=1, type=9, cpp_type=9, label=1,
+      has_default_value=False, default_value=_b("").decode('utf-8'),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='naive', full_name='paddle.SparseCommonSGDRuleParameter.naive', index=1,
+      number=2, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='adagrad', full_name='paddle.SparseCommonSGDRuleParameter.adagrad', index=2,
+      number=3, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='adam', full_name='paddle.SparseCommonSGDRuleParameter.adam', index=3,
+      number=4, type=11, cpp_type=10, label=1,
+      has_default_value=False, default_value=None,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=3139,
+  serialized_end=3337,
+)
+
+
+_SPARSENAIVESGDRULEPARAMETER = _descriptor.Descriptor(
+  name='SparseNaiveSGDRuleParameter',
+  full_name='paddle.SparseNaiveSGDRuleParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='learning_rate', full_name='paddle.SparseNaiveSGDRuleParameter.learning_rate', index=0,
+      number=1, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.05),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='initial_range', full_name='paddle.SparseNaiveSGDRuleParameter.initial_range', index=1,
+      number=2, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.0001),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='weight_bounds', full_name='paddle.SparseNaiveSGDRuleParameter.weight_bounds', index=2,
+      number=3, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=3339,
+  serialized_end=3451,
+)
+
+
+_SPARSEADAGRADSGDRULEPARAMETER = _descriptor.Descriptor(
+  name='SparseAdagradSGDRuleParameter',
+  full_name='paddle.SparseAdagradSGDRuleParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='learning_rate', full_name='paddle.SparseAdagradSGDRuleParameter.learning_rate', index=0,
+      number=1, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.05),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='initial_g2sum', full_name='paddle.SparseAdagradSGDRuleParameter.initial_g2sum', index=1,
+      number=2, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(3),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='initial_range', full_name='paddle.SparseAdagradSGDRuleParameter.initial_range', index=2,
+      number=3, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.0001),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='weight_bounds', full_name='paddle.SparseAdagradSGDRuleParameter.weight_bounds', index=3,
+      number=4, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=3454,
+  serialized_end=3594,
+)
+
+
+_SPARSEADAMSGDPARAMETER = _descriptor.Descriptor(
+  name='SparseAdamSGDParameter',
+  full_name='paddle.SparseAdamSGDParameter',
+  filename=None,
+  file=DESCRIPTOR,
+  containing_type=None,
+  fields=[
+    _descriptor.FieldDescriptor(
+      name='learning_rate', full_name='paddle.SparseAdamSGDParameter.learning_rate', index=0,
+      number=1, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.001),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='initial_range', full_name='paddle.SparseAdamSGDParameter.initial_range', index=1,
+      number=2, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.0001),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='beta1_decay_rate', full_name='paddle.SparseAdamSGDParameter.beta1_decay_rate', index=2,
+      number=3, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.9),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='beta2_decay_rate', full_name='paddle.SparseAdamSGDParameter.beta2_decay_rate', index=3,
+      number=4, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(0.999),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='ada_epsilon', full_name='paddle.SparseAdamSGDParameter.ada_epsilon', index=4,
+      number=5, type=1, cpp_type=5, label=1,
+      has_default_value=True, default_value=float(1e-08),
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+    _descriptor.FieldDescriptor(
+      name='weight_bounds', full_name='paddle.SparseAdamSGDParameter.weight_bounds', index=5,
+      number=6, type=2, cpp_type=6, label=3,
+      has_default_value=False, default_value=[],
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      options=None),
+  ],
+  extensions=[
+  ],
+  nested_types=[],
+  enum_types=[
+  ],
+  options=None,
+  is_extendable=False,
+  syntax='proto2',
+  extension_ranges=[],
+  oneofs=[
+  ],
+  serialized_start=3597,
+  serialized_end=3797,
 )
 
 
@@ -1144,8 +1405,8 @@ _DENSESGDRULEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=2948,
-  serialized_end=3173,
+  serialized_start=3800,
+  serialized_end=4025,
 )
 
 
@@ -1203,8 +1464,8 @@ _ADAMSGDPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=3176,
-  serialized_end=3348,
+  serialized_start=4028,
+  serialized_end=4200,
 )
 
 
@@ -1241,8 +1502,8 @@ _NAIVESGDPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=3350,
-  serialized_end=3424,
+  serialized_start=4202,
+  serialized_end=4276,
 )
 
 
@@ -1272,8 +1533,8 @@ _SUMMARYSGDPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=3426,
-  serialized_end=3485,
+  serialized_start=4278,
+  serialized_end=4337,
 )
 
 
@@ -1303,8 +1564,8 @@ _MOVINGAVERAGERULEPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=3487,
-  serialized_end=3533,
+  serialized_start=4339,
+  serialized_end=4385,
 )
 
 
@@ -1348,8 +1609,8 @@ _PSRESPONSEMESSAGE = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=3535,
-  serialized_end=3608,
+  serialized_start=4387,
+  serialized_end=4460,
 )
 
 
@@ -1422,8 +1683,8 @@ _FSCLIENTPARAMETER = _descriptor.Descriptor(
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=3611,
-  serialized_end=3824,
+  serialized_start=4463,
+  serialized_end=4676,
 )
 
 _PSPARAMETER.fields_by_name['worker_param'].message_type = _WORKERPARAMETER
@@ -1444,6 +1705,12 @@ _TABLEACCESSORPARAMETER.fields_by_name['sparse_sgd_param'].message_type = _SPARS
 _TABLEACCESSORPARAMETER.fields_by_name['dense_sgd_param'].message_type = _DENSESGDRULEPARAMETER
 _TABLEACCESSORPARAMETER.fields_by_name['downpour_accessor_param'].message_type = _DOWNPOURTABLEACCESSORPARAMETER
 _TABLEACCESSORPARAMETER.fields_by_name['table_accessor_save_param'].message_type = _TABLEACCESSORSAVEPARAMETER
+_TABLEACCESSORPARAMETER.fields_by_name['sparse_commonsgd_param'].message_type = _SPARSECOMMONSGDRULEPARAMETER
+_TABLEACCESSORPARAMETER.fields_by_name['embed_sgd_param'].message_type = _SPARSECOMMONSGDRULEPARAMETER
+_TABLEACCESSORPARAMETER.fields_by_name['embedx_sgd_param'].message_type = _SPARSECOMMONSGDRULEPARAMETER
+_SPARSECOMMONSGDRULEPARAMETER.fields_by_name['naive'].message_type = _SPARSENAIVESGDRULEPARAMETER
+_SPARSECOMMONSGDRULEPARAMETER.fields_by_name['adagrad'].message_type = _SPARSEADAGRADSGDRULEPARAMETER
+_SPARSECOMMONSGDRULEPARAMETER.fields_by_name['adam'].message_type = _SPARSEADAMSGDPARAMETER
 _DENSESGDRULEPARAMETER.fields_by_name['adam'].message_type = _ADAMSGDPARAMETER
 _DENSESGDRULEPARAMETER.fields_by_name['naive'].message_type = _NAIVESGDPARAMETER
 _DENSESGDRULEPARAMETER.fields_by_name['summary'].message_type = _SUMMARYSGDPARAMETER
@@ -1466,6 +1733,10 @@ DESCRIPTOR.message_types_by_name['DownpourTableAccessorParameter'] = _DOWNPOURTA
 DESCRIPTOR.message_types_by_name['TableAccessorSaveParameter'] = _TABLEACCESSORSAVEPARAMETER
 DESCRIPTOR.message_types_by_name['PsRequestMessage'] = _PSREQUESTMESSAGE
 DESCRIPTOR.message_types_by_name['SparseSGDRuleParameter'] = _SPARSESGDRULEPARAMETER
+DESCRIPTOR.message_types_by_name['SparseCommonSGDRuleParameter'] = _SPARSECOMMONSGDRULEPARAMETER
+DESCRIPTOR.message_types_by_name['SparseNaiveSGDRuleParameter'] = _SPARSENAIVESGDRULEPARAMETER
+DESCRIPTOR.message_types_by_name['SparseAdagradSGDRuleParameter'] = _SPARSEADAGRADSGDRULEPARAMETER
+DESCRIPTOR.message_types_by_name['SparseAdamSGDParameter'] = _SPARSEADAMSGDPARAMETER
 DESCRIPTOR.message_types_by_name['DenseSGDRuleParameter'] = _DENSESGDRULEPARAMETER
 DESCRIPTOR.message_types_by_name['AdamSGDParameter'] = _ADAMSGDPARAMETER
 DESCRIPTOR.message_types_by_name['NaiveSGDParameter'] = _NAIVESGDPARAMETER
@@ -1478,161 +1749,189 @@ DESCRIPTOR.enum_types_by_name['PsCmdID'] = _PSCMDID
 
 PSParameter = _reflection.GeneratedProtocolMessageType('PSParameter', (_message.Message,), dict(
   DESCRIPTOR = _PSPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.PSParameter)
   ))
 _sym_db.RegisterMessage(PSParameter)
 
 WorkerParameter = _reflection.GeneratedProtocolMessageType('WorkerParameter', (_message.Message,), dict(
   DESCRIPTOR = _WORKERPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.WorkerParameter)
   ))
 _sym_db.RegisterMessage(WorkerParameter)
 
 ServerParameter = _reflection.GeneratedProtocolMessageType('ServerParameter', (_message.Message,), dict(
   DESCRIPTOR = _SERVERPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.ServerParameter)
   ))
 _sym_db.RegisterMessage(ServerParameter)
 
 DownpourWorkerParameter = _reflection.GeneratedProtocolMessageType('DownpourWorkerParameter', (_message.Message,), dict(
   DESCRIPTOR = _DOWNPOURWORKERPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.DownpourWorkerParameter)
   ))
 _sym_db.RegisterMessage(DownpourWorkerParameter)
 
 DownpourTrainerParameter = _reflection.GeneratedProtocolMessageType('DownpourTrainerParameter', (_message.Message,), dict(
   DESCRIPTOR = _DOWNPOURTRAINERPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.DownpourTrainerParameter)
   ))
 _sym_db.RegisterMessage(DownpourTrainerParameter)
 
 ProgramConfig = _reflection.GeneratedProtocolMessageType('ProgramConfig', (_message.Message,), dict(
   DESCRIPTOR = _PROGRAMCONFIG,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.ProgramConfig)
   ))
 _sym_db.RegisterMessage(ProgramConfig)
 
 DenseTableParameter = _reflection.GeneratedProtocolMessageType('DenseTableParameter', (_message.Message,), dict(
   DESCRIPTOR = _DENSETABLEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.DenseTableParameter)
   ))
 _sym_db.RegisterMessage(DenseTableParameter)
 
 SparseTableParameter = _reflection.GeneratedProtocolMessageType('SparseTableParameter', (_message.Message,), dict(
   DESCRIPTOR = _SPARSETABLEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.SparseTableParameter)
   ))
 _sym_db.RegisterMessage(SparseTableParameter)
 
 DownpourServerParameter = _reflection.GeneratedProtocolMessageType('DownpourServerParameter', (_message.Message,), dict(
   DESCRIPTOR = _DOWNPOURSERVERPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.DownpourServerParameter)
   ))
 _sym_db.RegisterMessage(DownpourServerParameter)
 
 ServerServiceParameter = _reflection.GeneratedProtocolMessageType('ServerServiceParameter', (_message.Message,), dict(
   DESCRIPTOR = _SERVERSERVICEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.ServerServiceParameter)
   ))
 _sym_db.RegisterMessage(ServerServiceParameter)
 
 TableParameter = _reflection.GeneratedProtocolMessageType('TableParameter', (_message.Message,), dict(
   DESCRIPTOR = _TABLEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.TableParameter)
   ))
 _sym_db.RegisterMessage(TableParameter)
 
 TableAccessorParameter = _reflection.GeneratedProtocolMessageType('TableAccessorParameter', (_message.Message,), dict(
   DESCRIPTOR = _TABLEACCESSORPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.TableAccessorParameter)
   ))
 _sym_db.RegisterMessage(TableAccessorParameter)
 
 DownpourTableAccessorParameter = _reflection.GeneratedProtocolMessageType('DownpourTableAccessorParameter', (_message.Message,), dict(
   DESCRIPTOR = _DOWNPOURTABLEACCESSORPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.DownpourTableAccessorParameter)
   ))
 _sym_db.RegisterMessage(DownpourTableAccessorParameter)
 
 TableAccessorSaveParameter = _reflection.GeneratedProtocolMessageType('TableAccessorSaveParameter', (_message.Message,), dict(
   DESCRIPTOR = _TABLEACCESSORSAVEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.TableAccessorSaveParameter)
   ))
 _sym_db.RegisterMessage(TableAccessorSaveParameter)
 
 PsRequestMessage = _reflection.GeneratedProtocolMessageType('PsRequestMessage', (_message.Message,), dict(
   DESCRIPTOR = _PSREQUESTMESSAGE,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.PsRequestMessage)
   ))
 _sym_db.RegisterMessage(PsRequestMessage)
 
 SparseSGDRuleParameter = _reflection.GeneratedProtocolMessageType('SparseSGDRuleParameter', (_message.Message,), dict(
   DESCRIPTOR = _SPARSESGDRULEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.SparseSGDRuleParameter)
   ))
 _sym_db.RegisterMessage(SparseSGDRuleParameter)
 
+SparseCommonSGDRuleParameter = _reflection.GeneratedProtocolMessageType('SparseCommonSGDRuleParameter', (_message.Message,), dict(
+  DESCRIPTOR = _SPARSECOMMONSGDRULEPARAMETER,
+  __module__ = 'ps_pb2'
+  # @@protoc_insertion_point(class_scope:paddle.SparseCommonSGDRuleParameter)
+  ))
+_sym_db.RegisterMessage(SparseCommonSGDRuleParameter)
+
+SparseNaiveSGDRuleParameter = _reflection.GeneratedProtocolMessageType('SparseNaiveSGDRuleParameter', (_message.Message,), dict(
+  DESCRIPTOR = _SPARSENAIVESGDRULEPARAMETER,
+  __module__ = 'ps_pb2'
+  # @@protoc_insertion_point(class_scope:paddle.SparseNaiveSGDRuleParameter)
+  ))
+_sym_db.RegisterMessage(SparseNaiveSGDRuleParameter)
+
+SparseAdagradSGDRuleParameter = _reflection.GeneratedProtocolMessageType('SparseAdagradSGDRuleParameter', (_message.Message,), dict(
+  DESCRIPTOR = _SPARSEADAGRADSGDRULEPARAMETER,
+  __module__ = 'ps_pb2'
+  # @@protoc_insertion_point(class_scope:paddle.SparseAdagradSGDRuleParameter)
+  ))
+_sym_db.RegisterMessage(SparseAdagradSGDRuleParameter)
+
+SparseAdamSGDParameter = _reflection.GeneratedProtocolMessageType('SparseAdamSGDParameter', (_message.Message,), dict(
+  DESCRIPTOR = _SPARSEADAMSGDPARAMETER,
+  __module__ = 'ps_pb2'
+  # @@protoc_insertion_point(class_scope:paddle.SparseAdamSGDParameter)
+  ))
+_sym_db.RegisterMessage(SparseAdamSGDParameter)
+
 DenseSGDRuleParameter = _reflection.GeneratedProtocolMessageType('DenseSGDRuleParameter', (_message.Message,), dict(
   DESCRIPTOR = _DENSESGDRULEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.DenseSGDRuleParameter)
   ))
 _sym_db.RegisterMessage(DenseSGDRuleParameter)
 
 AdamSGDParameter = _reflection.GeneratedProtocolMessageType('AdamSGDParameter', (_message.Message,), dict(
   DESCRIPTOR = _ADAMSGDPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.AdamSGDParameter)
   ))
 _sym_db.RegisterMessage(AdamSGDParameter)
 
 NaiveSGDParameter = _reflection.GeneratedProtocolMessageType('NaiveSGDParameter', (_message.Message,), dict(
   DESCRIPTOR = _NAIVESGDPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.NaiveSGDParameter)
   ))
 _sym_db.RegisterMessage(NaiveSGDParameter)
 
 SummarySGDParameter = _reflection.GeneratedProtocolMessageType('SummarySGDParameter', (_message.Message,), dict(
   DESCRIPTOR = _SUMMARYSGDPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.SummarySGDParameter)
   ))
 _sym_db.RegisterMessage(SummarySGDParameter)
 
 MovingAverageRuleParameter = _reflection.GeneratedProtocolMessageType('MovingAverageRuleParameter', (_message.Message,), dict(
   DESCRIPTOR = _MOVINGAVERAGERULEPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.MovingAverageRuleParameter)
   ))
 _sym_db.RegisterMessage(MovingAverageRuleParameter)
 
 PsResponseMessage = _reflection.GeneratedProtocolMessageType('PsResponseMessage', (_message.Message,), dict(
   DESCRIPTOR = _PSRESPONSEMESSAGE,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.PsResponseMessage)
   ))
 _sym_db.RegisterMessage(PsResponseMessage)
 
 FsClientParameter = _reflection.GeneratedProtocolMessageType('FsClientParameter', (_message.Message,), dict(
   DESCRIPTOR = _FSCLIENTPARAMETER,
-  __module__ = 'proto.ps_pb2'
+  __module__ = 'ps_pb2'
   # @@protoc_insertion_point(class_scope:paddle.FsClientParameter)
   ))
 _sym_db.RegisterMessage(FsClientParameter)
diff --git a/python/paddle/fluid/incubate/fleet/utils/fleet_util.py b/python/paddle/fluid/incubate/fleet/utils/fleet_util.py
old mode 100644
new mode 100755
index fa55483c63292f0682f22375f6d9abb3aff8f663..c1270bd6d6517723e5de13bc977e01ec63f63fa9
--- a/python/paddle/fluid/incubate/fleet/utils/fleet_util.py
+++ b/python/paddle/fluid/incubate/fleet/utils/fleet_util.py
@@ -832,7 +832,7 @@ class FleetUtil(object):
         """
         fleet._role_maker._barrier_worker()
         if fleet._role_maker.is_first_worker():
-            tables = fleet._dist_desc.trainer_param.dense_table
+            tables = fleet._dist_desc.trainer_param[0].dense_table
             prog_id = str(id(program))
             prog_conf = fleet._opt_info['program_configs'][prog_id]
             prog_tables = {}