add pslib SparseDoubleTable test=develop (#23053)

python/paddle/fluid/incubate/fleet/parameter_server/pslib/node.py

@@ -81,25 +81,25 @@ class DownpourServer(Server):
                     'sparse_delete_after_unseen_days', 'sparse_show_click_decay_rate', 'sparse_delete_threshold', \
                     'sparse_converter', 'sparse_deconverter', 'sparse_enable_cache', 'sparse_cache_rate', \
                     'sparse_cache_file_num', 'sparse_beta1_decay_rate', 'sparse_beta2_decay_rate', \
-                    'sparse_ada_epsilon', 'sparse_optimizer']
+                    'sparse_ada_epsilon', 'sparse_optimizer', 'sparse_ssd_unseenday_threshold']
 
         for key in strategy:
             if key not in support_sparse_key_list:
                 raise ValueError("strategy key '%s' not support" % (key))
 
-        support_table_calss = ['DownpourSparseTable']
+        support_table_calss = ['DownpourSparseTable', 'DownpourSparseSSDTable']
         if strategy.get('sparse_table_class') is not None:
             table_class = strategy.get('sparse_table_class')
             if table_class not in support_table_calss:
                 raise ValueError(
-                    "support sparse_table_class: [ 'DownpourSparseTable' ], \
+                    "support sparse_table_class: [ 'DownpourSparseTable', 'DownpourSparseSSDTable'], \
                         but actual %s" % (table_class))
         else:
             table_class = 'DownpourSparseTable'
 
         table.table_class = table_class
 
-        if table_class == 'DownpourSparseTable':
+        if table_class == 'DownpourSparseTable' or table_class == 'DownpourSparseSSDTable':
             table.enable_sparse_table_cache = strategy.get(
                 'sparse_enable_cache', True)
             table.sparse_table_cache_rate = strategy.get('sparse_cache_rate',
@@ -112,23 +112,25 @@ class DownpourServer(Server):
             # DownpourFeatureValueAccessor: for ctr task, has cvm, embedding and sgd info
             # DownpourCtrAccessor         : for ctr task, has cvm, slot, embedding and sgd info
             # DownpourSparseValueAccessor : for general task, has embedding and sgd info
+            # DownpourCtrDoubleAccessor   : for ctr task, which show clk are in double
 
             support_accessor_class = [
                 'DownpourFeatureValueAccessor', 'DownpourCtrAccessor',
-                'DownpourSparseValueAccessor'
+                'DownpourSparseValueAccessor', 'DownpourCtrDoubleAccessor'
             ]
             if strategy.get('sparse_accessor_class') is not None:
                 accessor_class = strategy.get('sparse_accessor_class')
                 if accessor_class not in support_accessor_class:
                     raise ValueError(
-                        "support sparse_accessor_class: ['DownpourFeatureValueAccessor', 'DownpourCtrAccessor'], \
+                        "support sparse_accessor_class: ['DownpourFeatureValueAccessor', 'DownpourCtrAccessor', \
+                        'DownpourSparseValueAccessor', 'DownpourCtrDoubleAccessor'], \
                             but actual %s" % (accessor_class))
             else:
                 accessor_class = 'DownpourCtrAccessor'
 
             table.accessor.accessor_class = accessor_class
 
-            if accessor_class == 'DownpourFeatureValueAccessor' or accessor_class == 'DownpourCtrAccessor':
+            if accessor_class == 'DownpourFeatureValueAccessor' or accessor_class == 'DownpourCtrAccessor' or accessor_class == 'DownpourCtrDoubleAccessor':
                 table.accessor.sparse_sgd_param.learning_rate = strategy.get(
                     'sparse_learning_rate', 0.05)
                 table.accessor.sparse_sgd_param.initial_g2sum = strategy.get(
@@ -157,6 +159,8 @@ class DownpourServer(Server):
                     'sparse_delta_keep_days', 16)
                 table.accessor.downpour_accessor_param.delete_after_unseen_days = strategy.get(
                     'sparse_delete_after_unseen_days', 30)
+                table.accessor.downpour_accessor_param.ssd_unseenday_threshold = strategy.get(
+                    'sparse_ssd_unseenday_threshold', 1)
                 table.accessor.downpour_accessor_param.show_click_decay_rate = strategy.get(
                     'sparse_show_click_decay_rate', 0.98)
                 table.accessor.downpour_accessor_param.delete_threshold = strategy.get(

python/paddle/fluid/incubate/fleet/parameter_server/pslib/ps_pb2.py

@@ -32,7 +32,7 @@ DESCRIPTOR = _descriptor.FileDescriptor(
     package='paddle',
     syntax='proto2',
     serialized_pb=_b(
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     ))
 _sym_db.RegisterFileDescriptor(DESCRIPTOR)
 
@@ -49,8 +49,8 @@ _TABLETYPE = _descriptor.EnumDescriptor(
     ],
     containing_type=None,
     options=None,
-    serialized_start=4493,
-    serialized_end=4545, )
+    serialized_start=4679,
+    serialized_end=4731, )
 _sym_db.RegisterEnumDescriptor(_TABLETYPE)
 
 TableType = enum_type_wrapper.EnumTypeWrapper(_TABLETYPE)
@@ -170,12 +170,18 @@ _PSCMDID = _descriptor.EnumDescriptor(
             options=None,
             type=None),
         _descriptor.EnumValueDescriptor(
-            name='PS_S2S_MSG', index=20, number=101, options=None, type=None),
+            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=4548,
-    serialized_end=5093, )
+    serialized_start=4734,
+    serialized_end=5304, )
 _sym_db.RegisterEnumDescriptor(_PSCMDID)
 
 PsCmdID = enum_type_wrapper.EnumTypeWrapper(_PSCMDID)
@@ -201,6 +207,7 @@ 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
 
 _FSCLIENTPARAMETER_FSAPITYPE = _descriptor.EnumDescriptor(
@@ -216,8 +223,8 @@ _FSCLIENTPARAMETER_FSAPITYPE = _descriptor.EnumDescriptor(
     ],
     containing_type=None,
     options=None,
-    serialized_start=4461,
-    serialized_end=4491, )
+    serialized_start=4647,
+    serialized_end=4677, )
 _sym_db.RegisterEnumDescriptor(_FSCLIENTPARAMETER_FSAPITYPE)
 
 _PSPARAMETER = _descriptor.Descriptor(
@@ -275,10 +282,26 @@ _PSPARAMETER = _descriptor.Descriptor(
             is_extension=False,
             extension_scope=None,
             options=None),
+        _descriptor.FieldDescriptor(
+            name='init_gflags',
+            full_name='paddle.PSParameter.init_gflags',
+            index=3,
+            number=4,
+            type=9,
+            cpp_type=9,
+            label=1,
+            has_default_value=True,
+            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='worker_param',
             full_name='paddle.PSParameter.worker_param',
-            index=3,
+            index=4,
             number=101,
             type=11,
             cpp_type=10,
@@ -294,7 +317,7 @@ _PSPARAMETER = _descriptor.Descriptor(
         _descriptor.FieldDescriptor(
             name='server_param',
             full_name='paddle.PSParameter.server_param',
-            index=4,
+            index=5,
             number=102,
             type=11,
             cpp_type=10,
@@ -310,7 +333,7 @@ _PSPARAMETER = _descriptor.Descriptor(
         _descriptor.FieldDescriptor(
             name='trainer_param',
             full_name='paddle.PSParameter.trainer_param',
-            index=5,
+            index=6,
             number=301,
             type=11,
             cpp_type=10,
@@ -326,7 +349,7 @@ _PSPARAMETER = _descriptor.Descriptor(
         _descriptor.FieldDescriptor(
             name='fs_client_param',
             full_name='paddle.PSParameter.fs_client_param',
-            index=6,
+            index=7,
             number=501,
             type=11,
             cpp_type=10,
@@ -349,7 +372,7 @@ _PSPARAMETER = _descriptor.Descriptor(
     extension_ranges=[],
     oneofs=[],
     serialized_start=21,
-    serialized_end=307, )
+    serialized_end=330, )
 
 _WORKERPARAMETER = _descriptor.Descriptor(
     name='WorkerParameter',
@@ -383,8 +406,8 @@ _WORKERPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=309,
-    serialized_end=390, )
+    serialized_start=332,
+    serialized_end=413, )
 
 _SERVERPARAMETER = _descriptor.Descriptor(
     name='ServerParameter',
@@ -418,8 +441,8 @@ _SERVERPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=392,
-    serialized_end=473, )
+    serialized_start=415,
+    serialized_end=496, )
 
 _DOWNPOURWORKERPARAMETER = _descriptor.Descriptor(
     name='DownpourWorkerParameter',
@@ -453,8 +476,8 @@ _DOWNPOURWORKERPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=475,
-    serialized_end=554, )
+    serialized_start=498,
+    serialized_end=577, )
 
 _DOWNPOURTRAINERPARAMETER = _descriptor.Descriptor(
     name='DownpourTrainerParameter',
@@ -568,8 +591,8 @@ _DOWNPOURTRAINERPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=557,
-    serialized_end=810, )
+    serialized_start=580,
+    serialized_end=833, )
 
 _PROGRAMCONFIG = _descriptor.Descriptor(
     name='ProgramConfig',
@@ -667,8 +690,8 @@ _PROGRAMCONFIG = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=813,
-    serialized_end=966, )
+    serialized_start=836,
+    serialized_end=989, )
 
 _DENSETABLEPARAMETER = _descriptor.Descriptor(
     name='DenseTableParameter',
@@ -750,8 +773,8 @@ _DENSETABLEPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=968,
-    serialized_end=1091, )
+    serialized_start=991,
+    serialized_end=1114, )
 
 _SPARSETABLEPARAMETER = _descriptor.Descriptor(
     name='SparseTableParameter',
@@ -849,8 +872,8 @@ _SPARSETABLEPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=1093,
-    serialized_end=1215, )
+    serialized_start=1116,
+    serialized_end=1238, )
 
 _DOWNPOURSERVERPARAMETER = _descriptor.Descriptor(
     name='DownpourServerParameter',
@@ -900,8 +923,8 @@ _DOWNPOURSERVERPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=1218,
-    serialized_end=1352, )
+    serialized_start=1241,
+    serialized_end=1375, )
 
 _SERVERSERVICEPARAMETER = _descriptor.Descriptor(
     name='ServerServiceParameter',
@@ -999,8 +1022,8 @@ _SERVERSERVICEPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=1355,
-    serialized_end=1570, )
+    serialized_start=1378,
+    serialized_end=1593, )
 
 _TABLEPARAMETER = _descriptor.Descriptor(
     name='TableParameter',
@@ -1162,8 +1185,8 @@ _TABLEPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=1573,
-    serialized_end=1893, )
+    serialized_start=1596,
+    serialized_end=1916, )
 
 _TABLEACCESSORPARAMETER = _descriptor.Descriptor(
     name='TableAccessorParameter',
@@ -1316,6 +1339,38 @@ _TABLEACCESSORPARAMETER = _descriptor.Descriptor(
             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=[],
     nested_types=[],
@@ -1325,8 +1380,8 @@ _TABLEACCESSORPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=1896,
-    serialized_end=2346, )
+    serialized_start=1919,
+    serialized_end=2496, )
 
 _DOWNPOURTABLEACCESSORPARAMETER = _descriptor.Descriptor(
     name='DownpourTableAccessorParameter',
@@ -1463,6 +1518,22 @@ _DOWNPOURTABLEACCESSORPARAMETER = _descriptor.Descriptor(
             is_extension=False,
             extension_scope=None,
             options=None),
+        _descriptor.FieldDescriptor(
+            name='ssd_unseenday_threshold',
+            full_name='paddle.DownpourTableAccessorParameter.ssd_unseenday_threshold',
+            index=8,
+            number=9,
+            type=5,
+            cpp_type=1,
+            label=1,
+            has_default_value=True,
+            default_value=1,
+            message_type=None,
+            enum_type=None,
+            containing_type=None,
+            is_extension=False,
+            extension_scope=None,
+            options=None),
     ],
     extensions=[],
     nested_types=[],
@@ -1472,8 +1543,8 @@ _DOWNPOURTABLEACCESSORPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=2349,
-    serialized_end=2627, )
+    serialized_start=2499,
+    serialized_end=2813, )
 
 _TABLEACCESSORSAVEPARAMETER = _descriptor.Descriptor(
     name='TableAccessorSaveParameter',
@@ -1539,8 +1610,8 @@ _TABLEACCESSORSAVEPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=2629,
-    serialized_end=2712, )
+    serialized_start=2815,
+    serialized_end=2898, )
 
 _PSREQUESTMESSAGE = _descriptor.Descriptor(
     name='PsRequestMessage',
@@ -1638,8 +1709,8 @@ _PSREQUESTMESSAGE = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=2714,
-    serialized_end=2815, )
+    serialized_start=2900,
+    serialized_end=3001, )
 
 _SPARSESGDRULEPARAMETER = _descriptor.Descriptor(
     name='SparseSGDRuleParameter',
@@ -1721,8 +1792,8 @@ _SPARSESGDRULEPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=2818,
-    serialized_end=2951, )
+    serialized_start=3004,
+    serialized_end=3137, )
 
 _SPARSECOMMONSGDRULEPARAMETER = _descriptor.Descriptor(
     name='SparseCommonSGDRuleParameter',
@@ -1804,8 +1875,8 @@ _SPARSECOMMONSGDRULEPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=2954,
-    serialized_end=3152, )
+    serialized_start=3140,
+    serialized_end=3338, )
 
 _SPARSENAIVESGDRULEPARAMETER = _descriptor.Descriptor(
     name='SparseNaiveSGDRuleParameter',
@@ -1871,8 +1942,8 @@ _SPARSENAIVESGDRULEPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=3154,
-    serialized_end=3266, )
+    serialized_start=3340,
+    serialized_end=3452, )
 
 _SPARSEADAGRADSGDRULEPARAMETER = _descriptor.Descriptor(
     name='SparseAdagradSGDRuleParameter',
@@ -1954,8 +2025,8 @@ _SPARSEADAGRADSGDRULEPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=3269,
-    serialized_end=3409, )
+    serialized_start=3455,
+    serialized_end=3595, )
 
 _SPARSEADAMSGDPARAMETER = _descriptor.Descriptor(
     name='SparseAdamSGDParameter',
@@ -2069,8 +2140,8 @@ _SPARSEADAMSGDPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=3412,
-    serialized_end=3612, )
+    serialized_start=3598,
+    serialized_end=3798, )
 
 _DENSESGDRULEPARAMETER = _descriptor.Descriptor(
     name='DenseSGDRuleParameter',
@@ -2168,8 +2239,8 @@ _DENSESGDRULEPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=3615,
-    serialized_end=3840, )
+    serialized_start=3801,
+    serialized_end=4026, )
 
 _ADAMSGDPARAMETER = _descriptor.Descriptor(
     name='AdamSGDParameter',
@@ -2267,8 +2338,8 @@ _ADAMSGDPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=3843,
-    serialized_end=4015, )
+    serialized_start=4029,
+    serialized_end=4201, )
 
 _NAIVESGDPARAMETER = _descriptor.Descriptor(
     name='NaiveSGDParameter',
@@ -2318,8 +2389,8 @@ _NAIVESGDPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=4017,
-    serialized_end=4091, )
+    serialized_start=4203,
+    serialized_end=4277, )
 
 _SUMMARYSGDPARAMETER = _descriptor.Descriptor(
     name='SummarySGDParameter',
@@ -2353,8 +2424,8 @@ _SUMMARYSGDPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=4093,
-    serialized_end=4152, )
+    serialized_start=4279,
+    serialized_end=4338, )
 
 _MOVINGAVERAGERULEPARAMETER = _descriptor.Descriptor(
     name='MovingAverageRuleParameter',
@@ -2388,8 +2459,8 @@ _MOVINGAVERAGERULEPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=4154,
-    serialized_end=4200, )
+    serialized_start=4340,
+    serialized_end=4386, )
 
 _PSRESPONSEMESSAGE = _descriptor.Descriptor(
     name='PsResponseMessage',
@@ -2455,8 +2526,8 @@ _PSRESPONSEMESSAGE = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=4202,
-    serialized_end=4275, )
+    serialized_start=4388,
+    serialized_end=4461, )
 
 _FSCLIENTPARAMETER = _descriptor.Descriptor(
     name='FsClientParameter',
@@ -2586,8 +2657,8 @@ _FSCLIENTPARAMETER = _descriptor.Descriptor(
     syntax='proto2',
     extension_ranges=[],
     oneofs=[],
-    serialized_start=4278,
-    serialized_end=4491, )
+    serialized_start=4464,
+    serialized_end=4677, )
 
 _PSPARAMETER.fields_by_name['worker_param'].message_type = _WORKERPARAMETER
 _PSPARAMETER.fields_by_name['server_param'].message_type = _SERVERPARAMETER
@@ -2623,6 +2694,10 @@ _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[
@@ -2954,5 +3029,5 @@ _sym_db.RegisterMessage(FsClientParameter)
 
 DESCRIPTOR.has_options = True
 DESCRIPTOR._options = _descriptor._ParseOptions(descriptor_pb2.FileOptions(),
-                                                _b('\200\001\001'))
+                                                _b('\200\001\001\370\001\001'))
 # @@protoc_insertion_point(module_scope)

python/paddle/fluid/tests/unittests/test_downpoursgd.py

@@ -26,7 +26,7 @@ import sys
 from op_test import OpTest
 from paddle.fluid.trainer_desc import DistMultiTrainer
 from paddle.fluid.device_worker import DownpourSGD, DownpourSGDOPT
-from paddle.fluid.incubate.fleet.parameter_server.pslib.node import DownpourWorker
+from paddle.fluid.incubate.fleet.parameter_server.pslib.node import DownpourWorker, DownpourServer
 from google.protobuf import text_format
 import paddle.fluid.incubate.fleet.parameter_server.pslib.ps_pb2 as pslib
 from paddle.fluid.trainer_factory import TrainerFactory
@@ -91,6 +91,8 @@ class TestListenAndServOp(unittest.TestCase):
             opt_info["dump_slot"] = False
             opt_info["stat_var_names"] = []
             worker = DownpourWorker(None)
+            server = DownpourServer()
+            server.add_sparse_table(0, {})
             worker.get_desc().CopyFrom(ps_param.trainer_param[0])
             opt_info["program_id_to_worker"] = {program_id: worker}