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未验证 提交 0a3d8a29 编写于 作者: G guru4elephant 提交者： GitHub
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Merge pull request #1 from guru4elephant/for_pslib 

For pslib
上级 e650b429 ee4c51a3
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python/paddle/fluid/distributed/downpour.py 0 → 100644
浏览文件 @ 0a3d8a29
from .node import DownpourServer
from .node import DownpourWorker
from ..backward import append_backward
import ps_pb2 as pslib
from paddle.fluid.distribute_lookup_table import find_distributed_lookup_table
from google.protobuf import text_format
class DownpourSGD(object):
def __init__(self, learning_rate=0.001, window=1):
# todo(guru4elephant): if optimizer is not None, will warning here
self.learning_rate_ = learning_rate
self.window_ = window
def minimize(self, loss, startup_program=None,
parameter_list=None, no_grad_set=None,
prefetch_slots=None, prefetch_slots_emb=None):
params_grads = sorted(append_backward(loss), key=lambda x:x[0].name)
table_name = find_distributed_lookup_table(loss.block.program)
server = DownpourServer()
worker = DownpourWorker(self.window_)
server.add_sparse_table(0, learning_rate,
prefetch_slots, prefetch_slots_emb)
server.add_dense_table(1, learning_rate, params, grads)
worker.add_sparse_table(0, learning_rate,
prefetch_slots, prefetch_slots_emb)
worker.add_dense_table(1, learning_rate, params, grads)
ps_param = pslib.PSParameter()
ps_param.server_param.CopyFrom(server.get_desc())
#ps_param.worker_param.CopyFrom(worker.get_desc())
worker_skipped_ops = ["lookup_table", "lookup_table_grad"]
ps_param_str = text_format.MessageToString(ps_param)
return [ps_param_str, worker_skipped_ops]
python/paddle/fluid/distributed/helper.py 0 → 100644
浏览文件 @ 0a3d8a29
from mpi4py import MPI
class MPIHelper(object):
def __init__(self):
self.comm = MPI.COMM_WORLD
def get_rank(self):
return self.comm.Get_rank()
def get_size(self):
return self.comm.Get_size()
def get_ip(self):
import socket
local_ip = socket.gethostbyname(socket.gethostname())
return local_ip
def get_hostname(self):
import socket
return socket.gethostname()
python/paddle/fluid/distributed/node.py 0 → 100644
浏览文件 @ 0a3d8a29
import ps_pb2 as pslib
class Server(object):
def __init__(self):
pass
class Worker(object):
def __init__(self):
pass
class DownpourServer(Server):
def __init__(self):
#self.server_ = pslib.ServerParameter().downpour_server_param
self.server_ = pslib.ServerParameter()
def add_sparse_table(self, table_id, learning_rate,
slot_key, slot_value_var, slot_grad_var):
#table = self.server_.downpour_table_param.add()
table = self.server_.downpour_server_param.downpour_table_param.add()
table.table_id = table_id
table.type = PS_SPARSE_TABLE
table.accessor.accessor_class = "DownpourFeatureValueAccessor"
table.accessor.dense_sgd_param.adam.learning_rate = learning_rate
table.accessor.fea_dim = slot_value_var[0].shape[1]
def add_dense_table(self, table_id, learning_rate,
param_var, grad_var):
#table = self.server_.downpour_table_param.add()
table = self.server_.downpour_server_param.downpour_table_param.add()
table.table_id = table_id
table.type = PS_DENSE_TABLE
table.accessor.accessor_class = "DownpourDenseValueAccessor"
table.accessor.sparse_sgd_param.learning_rate = learning_rate
table.accessor.fea_dim = 1
#table.accessor.fea_dim = reduce(lambda x, y: x.shape, 1 for x in param_var)
def get_desc(self):
return self.server_
class DownpourWorker(Worker):
def __init__(self, window):
self.window = window
#self.worker_ = pslib.WorkerParameter().downpour_worker_param
#self.worker_ = pslib.WorkerParameter()
self.worker_ = pslib.DownpourTrainerParameter()
#self.worker_.pull_dense_per_batch = window
#self.worker_.push_dense_per_batch = window
#self.worker_.downpour_worker_param.pull_dense_per_batch = window
#self.worker_.downpour_worker_param.push_dense_per_batch = window
self.worker_.pull_dense_per_batch = window
self.worker_.push_dense_per_batch = window
print(self.worker_)
def add_sparse_table(self, table_id,
slot_keys, slot_value_vars, slot_grad_vars):
#table = self.worker_.sparse_table.add()
table = self.worker_.downpour_worker_param.sparse_table.add()
table.table_id = table_id
table.slot.extend(slot_keys)
self.worker_.extend([grad.name for grad in slot_grad_vars])
def add_dense_table(self, table_id, param_vars, grad_vars):
#table = self.worker_.dense_table.add()
table = self.worker_.downpour_worker_param.dense_table.add()
table.table_id = table_id
table.dense_variable_name.extend([p.name for p in param_vars])
table.dense_gradient_variable_name.extend([g.name for g in grad_vars])
def get_desc(self):
return self.worker_
python/paddle/fluid/distributed/ps_pb2.py 0 → 100644
浏览文件 @ 0a3d8a29
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: ps.proto
import sys
_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
from google.protobuf.internal import enum_type_wrapper
from google.protobuf import descriptor as _descriptor
from google.protobuf import message as _message
from google.protobuf import reflection as _reflection
from google.protobuf import symbol_database as _symbol_database
from google.protobuf import descriptor_pb2
# @@protoc_insertion_point(imports)
_sym_db = _symbol_database.Default()
DESCRIPTOR = _descriptor.FileDescriptor(
name='ps.proto',
package='paddle',
syntax='proto2',
serialized_pb=_b('\n\x08ps.proto\x12\x06paddle\"\xe4\x01\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-\n\x0cworker_param\x18\x65 \x01(\x0b\x32\x17.paddle.WorkerParameter\x12-\n\x0cserver_param\x18\x66 \x01(\x0b\x32\x17.paddle.ServerParameter\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\"\xbc\x01\n\x18\x44ownpourTrainerParameter\x12\x30\n\x0b\x64\x65nse_table\x18\x02 \x03(\x0b\x32\x1b.paddle.DenseTableParameter\x12\x32\n\x0csparse_table\x18\x03 \x03(\x0b\x32\x1c.paddle.SparseTableParameter\x12\x1c\n\x14pull_dense_per_batch\x18\x04 \x01(\x05\x12\x1c\n\x14push_dense_per_batch\x18\x05 \x01(\x05\"{\n\x13\x44\x65nseTableParameter\x12\x10\n\x08table_id\x18\x01 \x01(\x05\x12\x1b\n\x13\x64\x65nse_variable_name\x18\x02 \x03(\t\x12$\n\x1c\x64\x65nse_gradient_variable_name\x18\x03 \x03(\t\x12\x0f\n\x07\x66\x65\x61_dim\x18\x04 \x01(\x05\"z\n\x14SparseTableParameter\x12\x10\n\x08table_id\x18\x01 \x01(\x05\x12\x13\n\x0b\x66\x65\x61ture_dim\x18\x02 \x01(\x05\x12\x10\n\x08slot_key\x18\x03 \x03(\t\x12\x12\n\nslot_value\x18\x04 \x03(\t\x12\x15\n\rslot_gradient\x18\x05 \x03(\t\"\x86\x01\n\x17\x44ownpourServerParameter\x12\x34\n\x14\x64ownpour_table_param\x18\x01 \x03(\x0b\x32\x16.paddle.TableParameter\x12\x35\n\rservice_param\x18\x02 \x01(\x0b\x32\x1e.paddle.ServerServiceParameter\"\x91\x01\n\x16ServerServiceParameter\x12\x14\n\x0cserver_class\x18\x01 \x01(\t\x12\x14\n\x0c\x63lient_class\x18\x02 \x01(\t\x12\x15\n\rservice_class\x18\x03 \x01(\t\x12\x19\n\x11start_server_port\x18\x04 \x01(\r\x12\x19\n\x11server_thread_num\x18\x05 \x01(\r\"\xbf\x01\n\x0eTableParameter\x12\x10\n\x08table_id\x18\x01 \x01(\x04\x12\x13\n\x0btable_class\x18\x02 \x01(\t\x12\x12\n\nshared_num\x18\x03 \x01(\x04\x12\x30\n\x08\x61\x63\x63\x65ssor\x18\x04 \x01(\x0b\x32\x1e.paddle.TableAccessorParameter\x12\x1f\n\x04type\x18\x05 \x01(\x0e\x32\x11.paddle.TableType\x12\x1f\n\x10\x63ompress_in_save\x18\x06 \x01(\x08:\x05\x66\x61lse\"\xf1\x02\n\x16TableAccessorParameter\x12\x16\n\x0e\x61\x63\x63\x65ssor_class\x18\x01 \x01(\t\x12\x38\n\x10sparse_sgd_param\x18\x02 \x01(\x0b\x32\x1e.paddle.SparseSGDRuleParameter\x12\x36\n\x0f\x64\x65nse_sgd_param\x18\x03 \x01(\x0b\x32\x1d.paddle.DenseSGDRuleParameter\x12\x0f\n\x07\x66\x65\x61_dim\x18\x04 \x01(\r\x12\x12\n\nembedx_dim\x18\x05 \x01(\r\x12\x18\n\x10\x65mbedx_threshold\x18\x06 \x01(\r\x12G\n\x17\x64ownpour_accessor_param\x18\x07 \x01(\x0b\x32&.paddle.DownpourTableAccessorParameter\x12\x45\n\x19table_accessor_save_param\x18\x08 \x03(\x0b\x32\".paddle.TableAccessorSaveParameter\"\xce\x01\n\x1e\x44ownpourTableAccessorParameter\x12\x14\n\x0cnonclk_coeff\x18\x01 \x01(\x02\x12\x13\n\x0b\x63lick_coeff\x18\x02 \x01(\x02\x12\x16\n\x0e\x62\x61se_threshold\x18\x03 \x01(\x02\x12\x17\n\x0f\x64\x65lta_threshold\x18\x04 \x01(\x02\x12\x17\n\x0f\x64\x65lta_keep_days\x18\x05 \x01(\x02\x12\x1d\n\x15show_click_decay_rate\x18\x06 \x01(\x02\x12\x18\n\x10\x64\x65lete_threshold\x18\x07 \x01(\x02\"S\n\x1aTableAccessorSaveParameter\x12\r\n\x05param\x18\x01 \x01(\r\x12\x11\n\tconverter\x18\x02 \x01(\t\x12\x13\n\x0b\x64\x65\x63onverter\x18\x03 \x01(\t\"e\n\x10PsRequestMessage\x12\x0e\n\x06\x63md_id\x18\x01 \x02(\r\x12\x10\n\x08table_id\x18\x02 \x01(\r\x12\x0e\n\x06params\x18\x03 \x03(\x0c\x12\x11\n\tclient_id\x18\x04 \x01(\x05\x12\x0c\n\x04\x64\x61ta\x18\x05 \x01(\x0c\"w\n\x16SparseSGDRuleParameter\x12\x15\n\rlearning_rate\x18\x01 \x01(\x01\x12\x15\n\rinitial_g2sum\x18\x02 \x01(\x01\x12\x18\n\rinitial_range\x18\x03 \x01(\x01:\x01\x30\x12\x15\n\rweight_bounds\x18\x04 \x03(\x02\"\xe1\x01\n\x15\x44\x65nseSGDRuleParameter\x12\x0c\n\x04name\x18\x01 \x01(\t\x12&\n\x04\x61\x64\x61m\x18\x02 \x01(\x0b\x32\x18.paddle.AdamSGDParameter\x12(\n\x05naive\x18\x03 \x01(\x0b\x32\x19.paddle.NaiveSGDParameter\x12,\n\x07summary\x18\x04 \x01(\x0b\x32\x1b.paddle.SummarySGDParameter\x12:\n\x0emoving_average\x18\x05 \x01(\x0b\x32\".paddle.MovingAverageRuleParameter\"\x86\x01\n\x10\x41\x64\x61mSGDParameter\x12\x15\n\rlearning_rate\x18\x01 \x01(\x01\x12\x16\n\x0e\x61vg_decay_rate\x18\x02 \x01(\x01\x12\x16\n\x0e\x61\x64\x61_decay_rate\x18\x03 \x01(\x01\x12\x13\n\x0b\x61\x64\x61_epsilon\x18\x04 \x01(\x01\x12\x16\n\x0emom_decay_rate\x18\x05 \x01(\x01\"B\n\x11NaiveSGDParameter\x12\x15\n\rlearning_rate\x18\x01 \x01(\x01\x12\x16\n\x0e\x61vg_decay_rate\x18\x02 \x01(\x01\";\n\x13SummarySGDParameter\x12$\n\x12summary_decay_rate\x18\x01 \x01(\x01:\x08\x30.999999\".\n\x1aMovingAverageRuleParameter\x12\x10\n\x08momentum\x18\x01 \x01(\x01\"I\n\x11PsResponseMessage\x12\x13\n\x08\x65rr_code\x18\x01 \x02(\x05:\x01\x30\x12\x11\n\x07\x65rr_msg\x18\x02 \x02(\t:\x00\x12\x0c\n\x04\x64\x61ta\x18\x03 \x01(\x0c\"\xd5\x01\n\x11\x46sClientParameter\x12:\n\x07\x66s_type\x18\x01 \x01(\x0e\x32#.paddle.FsClientParameter.FsApiType:\x04HDFS\x12\x0b\n\x03uri\x18\x02 \x01(\t\x12\x0c\n\x04user\x18\x03 \x01(\t\x12\x0e\n\x06passwd\x18\x04 \x01(\t\x12\x13\n\x0b\x62uffer_size\x18\x05 \x01(\x05\x12\x12\n\nhadoop_bin\x18\x33 \x01(\t\x12\x10\n\x08\x61\x66s_conf\x18\x65 \x01(\t\"\x1e\n\tFsApiType\x12\x08\n\x04HDFS\x10\x00\x12\x07\n\x03\x41\x46S\x10\x01*4\n\tTableType\x12\x13\n\x0fPS_SPARSE_TABLE\x10\x00\x12\x12\n\x0ePS_DENSE_TABLE\x10\x01*\xbd\x02\n\x07PsCmdID\x12\x17\n\x13PS_PULL_DENSE_TABLE\x10\x00\x12\x17\n\x13PS_PUSH_DENSE_TABLE\x10\x01\x12\x18\n\x14PS_PULL_SPARSE_TABLE\x10\x02\x12\x18\n\x14PS_PUSH_SPARSE_TABLE\x10\x03\x12\x13\n\x0fPS_SHRINK_TABLE\x10\x04\x12\x15\n\x11PS_SAVE_ONE_TABLE\x10\x05\x12\x15\n\x11PS_SAVE_ALL_TABLE\x10\x06\x12\x15\n\x11PS_LOAD_ONE_TABLE\x10\x07\x12\x15\n\x11PS_LOAD_ALL_TABLE\x10\x08\x12\x16\n\x12PS_CLEAR_ONE_TABLE\x10\t\x12\x16\n\x12PS_CLEAR_ALL_TABLE\x10\n\x12\x17\n\x13PS_PUSH_DENSE_PARAM\x10\x0b\x12\x12\n\x0ePS_STOP_SERVER\x10\x0c\x32K\n\tPsService\x12>\n\x07service\x12\x18.paddle.PsRequestMessage\x1a\x19.paddle.PsResponseMessageB\x03\x80\x01\x01')
)
_sym_db.RegisterFileDescriptor(DESCRIPTOR)
_TABLETYPE = _descriptor.EnumDescriptor(
name='TableType',
full_name='paddle.TableType',
filename=None,
file=DESCRIPTOR,
values=[
_descriptor.EnumValueDescriptor(
name='PS_SPARSE_TABLE', index=0, number=0,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_DENSE_TABLE', index=1, number=1,
options=None,
type=None),
],
containing_type=None,
options=None,
serialized_start=3140,
serialized_end=3192,
)
_sym_db.RegisterEnumDescriptor(_TABLETYPE)
TableType = enum_type_wrapper.EnumTypeWrapper(_TABLETYPE)
_PSCMDID = _descriptor.EnumDescriptor(
name='PsCmdID',
full_name='paddle.PsCmdID',
filename=None,
file=DESCRIPTOR,
values=[
_descriptor.EnumValueDescriptor(
name='PS_PULL_DENSE_TABLE', index=0, number=0,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_PUSH_DENSE_TABLE', index=1, number=1,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_PULL_SPARSE_TABLE', index=2, number=2,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_PUSH_SPARSE_TABLE', index=3, number=3,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_SHRINK_TABLE', index=4, number=4,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_SAVE_ONE_TABLE', index=5, number=5,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_SAVE_ALL_TABLE', index=6, number=6,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_LOAD_ONE_TABLE', index=7, number=7,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_LOAD_ALL_TABLE', index=8, number=8,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_CLEAR_ONE_TABLE', index=9, number=9,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_CLEAR_ALL_TABLE', index=10, number=10,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_PUSH_DENSE_PARAM', index=11, number=11,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_STOP_SERVER', index=12, number=12,
options=None,
type=None),
],
containing_type=None,
options=None,
serialized_start=3195,
serialized_end=3512,
)
_sym_db.RegisterEnumDescriptor(_PSCMDID)
PsCmdID = enum_type_wrapper.EnumTypeWrapper(_PSCMDID)
PS_SPARSE_TABLE = 0
PS_DENSE_TABLE = 1
PS_PULL_DENSE_TABLE = 0
PS_PUSH_DENSE_TABLE = 1
PS_PULL_SPARSE_TABLE = 2
PS_PUSH_SPARSE_TABLE = 3
PS_SHRINK_TABLE = 4
PS_SAVE_ONE_TABLE = 5
PS_SAVE_ALL_TABLE = 6
PS_LOAD_ONE_TABLE = 7
PS_LOAD_ALL_TABLE = 8
PS_CLEAR_ONE_TABLE = 9
PS_CLEAR_ALL_TABLE = 10
PS_PUSH_DENSE_PARAM = 11
PS_STOP_SERVER = 12
_FSCLIENTPARAMETER_FSAPITYPE = _descriptor.EnumDescriptor(
name='FsApiType',
full_name='paddle.FsClientParameter.FsApiType',
filename=None,
file=DESCRIPTOR,
values=[
_descriptor.EnumValueDescriptor(
name='HDFS', index=0, number=0,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='AFS', index=1, number=1,
options=None,
type=None),
],
containing_type=None,
options=None,
serialized_start=3108,
serialized_end=3138,
)
_sym_db.RegisterEnumDescriptor(_FSCLIENTPARAMETER_FSAPITYPE)
_PSPARAMETER = _descriptor.Descriptor(
name='PSParameter',
full_name='paddle.PSParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='worker_class', full_name='paddle.PSParameter.worker_class', 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='server_class', full_name='paddle.PSParameter.server_class', index=1,
number=2, 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='instance_class', full_name='paddle.PSParameter.instance_class', index=2,
number=3, 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='worker_param', full_name='paddle.PSParameter.worker_param', index=3,
number=101, 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='server_param', full_name='paddle.PSParameter.server_param', index=4,
number=102, 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='fs_client_param', full_name='paddle.PSParameter.fs_client_param', index=5,
number=501, 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=21,
serialized_end=249,
)
_WORKERPARAMETER = _descriptor.Descriptor(
name='WorkerParameter',
full_name='paddle.WorkerParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='downpour_worker_param', full_name='paddle.WorkerParameter.downpour_worker_param', index=0,
number=1, 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=251,
serialized_end=332,
)
_SERVERPARAMETER = _descriptor.Descriptor(
name='ServerParameter',
full_name='paddle.ServerParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='downpour_server_param', full_name='paddle.ServerParameter.downpour_server_param', index=0,
number=1, 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=334,
serialized_end=415,
)
_DOWNPOURWORKERPARAMETER = _descriptor.Descriptor(
name='DownpourWorkerParameter',
full_name='paddle.DownpourWorkerParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='downpour_table_param', full_name='paddle.DownpourWorkerParameter.downpour_table_param', index=0,
number=1, 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),
],
extensions=[
],
nested_types=[],
enum_types=[
],
options=None,
is_extendable=False,
syntax='proto2',
extension_ranges=[],
oneofs=[
],
serialized_start=417,
serialized_end=496,
)
_DOWNPOURTRAINERPARAMETER = _descriptor.Descriptor(
name='DownpourTrainerParameter',
full_name='paddle.DownpourTrainerParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='dense_table', full_name='paddle.DownpourTrainerParameter.dense_table', index=0,
number=2, 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),
_descriptor.FieldDescriptor(
name='sparse_table', full_name='paddle.DownpourTrainerParameter.sparse_table', index=1,
number=3, 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),
_descriptor.FieldDescriptor(
name='pull_dense_per_batch', full_name='paddle.DownpourTrainerParameter.pull_dense_per_batch', index=2,
number=4, type=5, cpp_type=1, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='push_dense_per_batch', full_name='paddle.DownpourTrainerParameter.push_dense_per_batch', index=3,
number=5, type=5, cpp_type=1, label=1,
has_default_value=False, default_value=0,
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=499,
serialized_end=687,
)
_DENSETABLEPARAMETER = _descriptor.Descriptor(
name='DenseTableParameter',
full_name='paddle.DenseTableParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='table_id', full_name='paddle.DenseTableParameter.table_id', index=0,
number=1, type=5, cpp_type=1, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='dense_variable_name', full_name='paddle.DenseTableParameter.dense_variable_name', index=1,
number=2, type=9, cpp_type=9, 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),
_descriptor.FieldDescriptor(
name='dense_gradient_variable_name', full_name='paddle.DenseTableParameter.dense_gradient_variable_name', index=2,
number=3, type=9, cpp_type=9, 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),
_descriptor.FieldDescriptor(
name='fea_dim', full_name='paddle.DenseTableParameter.fea_dim', index=3,
number=4, type=5, cpp_type=1, label=1,
has_default_value=False, default_value=0,
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=689,
serialized_end=812,
)
_SPARSETABLEPARAMETER = _descriptor.Descriptor(
name='SparseTableParameter',
full_name='paddle.SparseTableParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='table_id', full_name='paddle.SparseTableParameter.table_id', index=0,
number=1, type=5, cpp_type=1, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='feature_dim', full_name='paddle.SparseTableParameter.feature_dim', index=1,
number=2, type=5, cpp_type=1, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='slot_key', full_name='paddle.SparseTableParameter.slot_key', index=2,
number=3, type=9, cpp_type=9, 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),
_descriptor.FieldDescriptor(
name='slot_value', full_name='paddle.SparseTableParameter.slot_value', index=3,
number=4, type=9, cpp_type=9, 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),
_descriptor.FieldDescriptor(
name='slot_gradient', full_name='paddle.SparseTableParameter.slot_gradient', index=4,
number=5, type=9, cpp_type=9, 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=814,
serialized_end=936,
)
_DOWNPOURSERVERPARAMETER = _descriptor.Descriptor(
name='DownpourServerParameter',
full_name='paddle.DownpourServerParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='downpour_table_param', full_name='paddle.DownpourServerParameter.downpour_table_param', index=0,
number=1, 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),
_descriptor.FieldDescriptor(
name='service_param', full_name='paddle.DownpourServerParameter.service_param', 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),
],
extensions=[
],
nested_types=[],
enum_types=[
],
options=None,
is_extendable=False,
syntax='proto2',
extension_ranges=[],
oneofs=[
],
serialized_start=939,
serialized_end=1073,
)
_SERVERSERVICEPARAMETER = _descriptor.Descriptor(
name='ServerServiceParameter',
full_name='paddle.ServerServiceParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='server_class', full_name='paddle.ServerServiceParameter.server_class', 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='client_class', full_name='paddle.ServerServiceParameter.client_class', index=1,
number=2, 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='service_class', full_name='paddle.ServerServiceParameter.service_class', index=2,
number=3, 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='start_server_port', full_name='paddle.ServerServiceParameter.start_server_port', index=3,
number=4, type=13, cpp_type=3, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='server_thread_num', full_name='paddle.ServerServiceParameter.server_thread_num', index=4,
number=5, type=13, cpp_type=3, label=1,
has_default_value=False, default_value=0,
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=1076,
serialized_end=1221,
)
_TABLEPARAMETER = _descriptor.Descriptor(
name='TableParameter',
full_name='paddle.TableParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='table_id', full_name='paddle.TableParameter.table_id', index=0,
number=1, type=4, cpp_type=4, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='table_class', full_name='paddle.TableParameter.table_class', index=1,
number=2, 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='shared_num', full_name='paddle.TableParameter.shared_num', index=2,
number=3, type=4, cpp_type=4, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='accessor', full_name='paddle.TableParameter.accessor', 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),
_descriptor.FieldDescriptor(
name='type', full_name='paddle.TableParameter.type', index=4,
number=5, type=14, cpp_type=8, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='compress_in_save', full_name='paddle.TableParameter.compress_in_save', index=5,
number=6, type=8, cpp_type=7, label=1,
has_default_value=True, default_value=False,
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=1224,
serialized_end=1415,
)
_TABLEACCESSORPARAMETER = _descriptor.Descriptor(
name='TableAccessorParameter',
full_name='paddle.TableAccessorParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='accessor_class', full_name='paddle.TableAccessorParameter.accessor_class', 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='sparse_sgd_param', full_name='paddle.TableAccessorParameter.sparse_sgd_param', 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='dense_sgd_param', full_name='paddle.TableAccessorParameter.dense_sgd_param', 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='fea_dim', full_name='paddle.TableAccessorParameter.fea_dim', index=3,
number=4, type=13, cpp_type=3, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='embedx_dim', full_name='paddle.TableAccessorParameter.embedx_dim', index=4,
number=5, type=13, cpp_type=3, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='embedx_threshold', full_name='paddle.TableAccessorParameter.embedx_threshold', index=5,
number=6, type=13, cpp_type=3, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='downpour_accessor_param', full_name='paddle.TableAccessorParameter.downpour_accessor_param', index=6,
number=7, 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='table_accessor_save_param', full_name='paddle.TableAccessorParameter.table_accessor_save_param', index=7,
number=8, 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),
],
extensions=[
],
nested_types=[],
enum_types=[
],
options=None,
is_extendable=False,
syntax='proto2',
extension_ranges=[],
oneofs=[
],
serialized_start=1418,
serialized_end=1787,
)
_DOWNPOURTABLEACCESSORPARAMETER = _descriptor.Descriptor(
name='DownpourTableAccessorParameter',
full_name='paddle.DownpourTableAccessorParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='nonclk_coeff', full_name='paddle.DownpourTableAccessorParameter.nonclk_coeff', index=0,
number=1, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='click_coeff', full_name='paddle.DownpourTableAccessorParameter.click_coeff', index=1,
number=2, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='base_threshold', full_name='paddle.DownpourTableAccessorParameter.base_threshold', index=2,
number=3, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='delta_threshold', full_name='paddle.DownpourTableAccessorParameter.delta_threshold', index=3,
number=4, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='delta_keep_days', full_name='paddle.DownpourTableAccessorParameter.delta_keep_days', index=4,
number=5, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='show_click_decay_rate', full_name='paddle.DownpourTableAccessorParameter.show_click_decay_rate', index=5,
number=6, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='delete_threshold', full_name='paddle.DownpourTableAccessorParameter.delete_threshold', index=6,
number=7, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=float(0),
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=1790,
serialized_end=1996,
)
_TABLEACCESSORSAVEPARAMETER = _descriptor.Descriptor(
name='TableAccessorSaveParameter',
full_name='paddle.TableAccessorSaveParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='param', full_name='paddle.TableAccessorSaveParameter.param', index=0,
number=1, type=13, cpp_type=3, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='converter', full_name='paddle.TableAccessorSaveParameter.converter', index=1,
number=2, 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='deconverter', full_name='paddle.TableAccessorSaveParameter.deconverter', index=2,
number=3, 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),
],
extensions=[
],
nested_types=[],
enum_types=[
],
options=None,
is_extendable=False,
syntax='proto2',
extension_ranges=[],
oneofs=[
],
serialized_start=1998,
serialized_end=2081,
)
_PSREQUESTMESSAGE = _descriptor.Descriptor(
name='PsRequestMessage',
full_name='paddle.PsRequestMessage',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='cmd_id', full_name='paddle.PsRequestMessage.cmd_id', index=0,
number=1, type=13, cpp_type=3, label=2,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='table_id', full_name='paddle.PsRequestMessage.table_id', index=1,
number=2, type=13, cpp_type=3, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='params', full_name='paddle.PsRequestMessage.params', index=2,
number=3, type=12, cpp_type=9, 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),
_descriptor.FieldDescriptor(
name='client_id', full_name='paddle.PsRequestMessage.client_id', index=3,
number=4, type=5, cpp_type=1, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='data', full_name='paddle.PsRequestMessage.data', index=4,
number=5, type=12, cpp_type=9, label=1,
has_default_value=False, default_value=_b(""),
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=2083,
serialized_end=2184,
)
_SPARSESGDRULEPARAMETER = _descriptor.Descriptor(
name='SparseSGDRuleParameter',
full_name='paddle.SparseSGDRuleParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='learning_rate', full_name='paddle.SparseSGDRuleParameter.learning_rate', index=0,
number=1, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
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.SparseSGDRuleParameter.initial_g2sum', index=1,
number=2, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
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.SparseSGDRuleParameter.initial_range', index=2,
number=3, type=1, cpp_type=5, label=1,
has_default_value=True, default_value=float(0),
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.SparseSGDRuleParameter.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=2186,
serialized_end=2305,
)
_DENSESGDRULEPARAMETER = _descriptor.Descriptor(
name='DenseSGDRuleParameter',
full_name='paddle.DenseSGDRuleParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='name', full_name='paddle.DenseSGDRuleParameter.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='adam', full_name='paddle.DenseSGDRuleParameter.adam', 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='naive', full_name='paddle.DenseSGDRuleParameter.naive', 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='summary', full_name='paddle.DenseSGDRuleParameter.summary', 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),
_descriptor.FieldDescriptor(
name='moving_average', full_name='paddle.DenseSGDRuleParameter.moving_average', index=4,
number=5, 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=2308,
serialized_end=2533,
)
_ADAMSGDPARAMETER = _descriptor.Descriptor(
name='AdamSGDParameter',
full_name='paddle.AdamSGDParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='learning_rate', full_name='paddle.AdamSGDParameter.learning_rate', index=0,
number=1, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='avg_decay_rate', full_name='paddle.AdamSGDParameter.avg_decay_rate', index=1,
number=2, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='ada_decay_rate', full_name='paddle.AdamSGDParameter.ada_decay_rate', index=2,
number=3, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
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.AdamSGDParameter.ada_epsilon', index=3,
number=4, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='mom_decay_rate', full_name='paddle.AdamSGDParameter.mom_decay_rate', index=4,
number=5, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
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=2536,
serialized_end=2670,
)
_NAIVESGDPARAMETER = _descriptor.Descriptor(
name='NaiveSGDParameter',
full_name='paddle.NaiveSGDParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='learning_rate', full_name='paddle.NaiveSGDParameter.learning_rate', index=0,
number=1, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='avg_decay_rate', full_name='paddle.NaiveSGDParameter.avg_decay_rate', index=1,
number=2, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
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=2672,
serialized_end=2738,
)
_SUMMARYSGDPARAMETER = _descriptor.Descriptor(
name='SummarySGDParameter',
full_name='paddle.SummarySGDParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='summary_decay_rate', full_name='paddle.SummarySGDParameter.summary_decay_rate', index=0,
number=1, type=1, cpp_type=5, label=1,
has_default_value=True, default_value=float(0.999999),
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=2740,
serialized_end=2799,
)
_MOVINGAVERAGERULEPARAMETER = _descriptor.Descriptor(
name='MovingAverageRuleParameter',
full_name='paddle.MovingAverageRuleParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='momentum', full_name='paddle.MovingAverageRuleParameter.momentum', index=0,
number=1, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
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=2801,
serialized_end=2847,
)
_PSRESPONSEMESSAGE = _descriptor.Descriptor(
name='PsResponseMessage',
full_name='paddle.PsResponseMessage',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='err_code', full_name='paddle.PsResponseMessage.err_code', index=0,
number=1, type=5, cpp_type=1, label=2,
has_default_value=True, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='err_msg', full_name='paddle.PsResponseMessage.err_msg', index=1,
number=2, type=9, cpp_type=9, label=2,
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='data', full_name='paddle.PsResponseMessage.data', index=2,
number=3, type=12, cpp_type=9, label=1,
has_default_value=False, default_value=_b(""),
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=2849,
serialized_end=2922,
)
_FSCLIENTPARAMETER = _descriptor.Descriptor(
name='FsClientParameter',
full_name='paddle.FsClientParameter',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='fs_type', full_name='paddle.FsClientParameter.fs_type', index=0,
number=1, type=14, cpp_type=8, label=1,
has_default_value=True, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='uri', full_name='paddle.FsClientParameter.uri', index=1,
number=2, 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='user', full_name='paddle.FsClientParameter.user', index=2,
number=3, 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='passwd', full_name='paddle.FsClientParameter.passwd', index=3,
number=4, 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='buffer_size', full_name='paddle.FsClientParameter.buffer_size', index=4,
number=5, type=5, cpp_type=1, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='hadoop_bin', full_name='paddle.FsClientParameter.hadoop_bin', index=5,
number=51, 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='afs_conf', full_name='paddle.FsClientParameter.afs_conf', index=6,
number=101, 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),
],
extensions=[
],
nested_types=[],
enum_types=[
_FSCLIENTPARAMETER_FSAPITYPE,
],
options=None,
is_extendable=False,
syntax='proto2',
extension_ranges=[],
oneofs=[
],
serialized_start=2925,
serialized_end=3138,
)
_PSPARAMETER.fields_by_name['worker_param'].message_type = _WORKERPARAMETER
_PSPARAMETER.fields_by_name['server_param'].message_type = _SERVERPARAMETER
_PSPARAMETER.fields_by_name['fs_client_param'].message_type = _FSCLIENTPARAMETER
_WORKERPARAMETER.fields_by_name['downpour_worker_param'].message_type = _DOWNPOURWORKERPARAMETER
_SERVERPARAMETER.fields_by_name['downpour_server_param'].message_type = _DOWNPOURSERVERPARAMETER
_DOWNPOURWORKERPARAMETER.fields_by_name['downpour_table_param'].message_type = _TABLEPARAMETER
_DOWNPOURTRAINERPARAMETER.fields_by_name['dense_table'].message_type = _DENSETABLEPARAMETER
_DOWNPOURTRAINERPARAMETER.fields_by_name['sparse_table'].message_type = _SPARSETABLEPARAMETER
_DOWNPOURSERVERPARAMETER.fields_by_name['downpour_table_param'].message_type = _TABLEPARAMETER
_DOWNPOURSERVERPARAMETER.fields_by_name['service_param'].message_type = _SERVERSERVICEPARAMETER
_TABLEPARAMETER.fields_by_name['accessor'].message_type = _TABLEACCESSORPARAMETER
_TABLEPARAMETER.fields_by_name['type'].enum_type = _TABLETYPE
_TABLEACCESSORPARAMETER.fields_by_name['sparse_sgd_param'].message_type = _SPARSESGDRULEPARAMETER
_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
_DENSESGDRULEPARAMETER.fields_by_name['adam'].message_type = _ADAMSGDPARAMETER
_DENSESGDRULEPARAMETER.fields_by_name['naive'].message_type = _NAIVESGDPARAMETER
_DENSESGDRULEPARAMETER.fields_by_name['summary'].message_type = _SUMMARYSGDPARAMETER
_DENSESGDRULEPARAMETER.fields_by_name['moving_average'].message_type = _MOVINGAVERAGERULEPARAMETER
_FSCLIENTPARAMETER.fields_by_name['fs_type'].enum_type = _FSCLIENTPARAMETER_FSAPITYPE
_FSCLIENTPARAMETER_FSAPITYPE.containing_type = _FSCLIENTPARAMETER
DESCRIPTOR.message_types_by_name['PSParameter'] = _PSPARAMETER
DESCRIPTOR.message_types_by_name['WorkerParameter'] = _WORKERPARAMETER
DESCRIPTOR.message_types_by_name['ServerParameter'] = _SERVERPARAMETER
DESCRIPTOR.message_types_by_name['DownpourWorkerParameter'] = _DOWNPOURWORKERPARAMETER
DESCRIPTOR.message_types_by_name['DownpourTrainerParameter'] = _DOWNPOURTRAINERPARAMETER
DESCRIPTOR.message_types_by_name['DenseTableParameter'] = _DENSETABLEPARAMETER
DESCRIPTOR.message_types_by_name['SparseTableParameter'] = _SPARSETABLEPARAMETER
DESCRIPTOR.message_types_by_name['DownpourServerParameter'] = _DOWNPOURSERVERPARAMETER
DESCRIPTOR.message_types_by_name['ServerServiceParameter'] = _SERVERSERVICEPARAMETER
DESCRIPTOR.message_types_by_name['TableParameter'] = _TABLEPARAMETER
DESCRIPTOR.message_types_by_name['TableAccessorParameter'] = _TABLEACCESSORPARAMETER
DESCRIPTOR.message_types_by_name['DownpourTableAccessorParameter'] = _DOWNPOURTABLEACCESSORPARAMETER
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['DenseSGDRuleParameter'] = _DENSESGDRULEPARAMETER
DESCRIPTOR.message_types_by_name['AdamSGDParameter'] = _ADAMSGDPARAMETER
DESCRIPTOR.message_types_by_name['NaiveSGDParameter'] = _NAIVESGDPARAMETER
DESCRIPTOR.message_types_by_name['SummarySGDParameter'] = _SUMMARYSGDPARAMETER
DESCRIPTOR.message_types_by_name['MovingAverageRuleParameter'] = _MOVINGAVERAGERULEPARAMETER
DESCRIPTOR.message_types_by_name['PsResponseMessage'] = _PSRESPONSEMESSAGE
DESCRIPTOR.message_types_by_name['FsClientParameter'] = _FSCLIENTPARAMETER
DESCRIPTOR.enum_types_by_name['TableType'] = _TABLETYPE
DESCRIPTOR.enum_types_by_name['PsCmdID'] = _PSCMDID
PSParameter = _reflection.GeneratedProtocolMessageType('PSParameter', (_message.Message,), dict(
DESCRIPTOR = _PSPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.PSParameter)
))
_sym_db.RegisterMessage(PSParameter)
WorkerParameter = _reflection.GeneratedProtocolMessageType('WorkerParameter', (_message.Message,), dict(
DESCRIPTOR = _WORKERPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.WorkerParameter)
))
_sym_db.RegisterMessage(WorkerParameter)
ServerParameter = _reflection.GeneratedProtocolMessageType('ServerParameter', (_message.Message,), dict(
DESCRIPTOR = _SERVERPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.ServerParameter)
))
_sym_db.RegisterMessage(ServerParameter)
DownpourWorkerParameter = _reflection.GeneratedProtocolMessageType('DownpourWorkerParameter', (_message.Message,), dict(
DESCRIPTOR = _DOWNPOURWORKERPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.DownpourWorkerParameter)
))
_sym_db.RegisterMessage(DownpourWorkerParameter)
DownpourTrainerParameter = _reflection.GeneratedProtocolMessageType('DownpourTrainerParameter', (_message.Message,), dict(
DESCRIPTOR = _DOWNPOURTRAINERPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.DownpourTrainerParameter)
))
_sym_db.RegisterMessage(DownpourTrainerParameter)
DenseTableParameter = _reflection.GeneratedProtocolMessageType('DenseTableParameter', (_message.Message,), dict(
DESCRIPTOR = _DENSETABLEPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.DenseTableParameter)
))
_sym_db.RegisterMessage(DenseTableParameter)
SparseTableParameter = _reflection.GeneratedProtocolMessageType('SparseTableParameter', (_message.Message,), dict(
DESCRIPTOR = _SPARSETABLEPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.SparseTableParameter)
))
_sym_db.RegisterMessage(SparseTableParameter)
DownpourServerParameter = _reflection.GeneratedProtocolMessageType('DownpourServerParameter', (_message.Message,), dict(
DESCRIPTOR = _DOWNPOURSERVERPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.DownpourServerParameter)
))
_sym_db.RegisterMessage(DownpourServerParameter)
ServerServiceParameter = _reflection.GeneratedProtocolMessageType('ServerServiceParameter', (_message.Message,), dict(
DESCRIPTOR = _SERVERSERVICEPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.ServerServiceParameter)
))
_sym_db.RegisterMessage(ServerServiceParameter)
TableParameter = _reflection.GeneratedProtocolMessageType('TableParameter', (_message.Message,), dict(
DESCRIPTOR = _TABLEPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.TableParameter)
))
_sym_db.RegisterMessage(TableParameter)
TableAccessorParameter = _reflection.GeneratedProtocolMessageType('TableAccessorParameter', (_message.Message,), dict(
DESCRIPTOR = _TABLEACCESSORPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.TableAccessorParameter)
))
_sym_db.RegisterMessage(TableAccessorParameter)
DownpourTableAccessorParameter = _reflection.GeneratedProtocolMessageType('DownpourTableAccessorParameter', (_message.Message,), dict(
DESCRIPTOR = _DOWNPOURTABLEACCESSORPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.DownpourTableAccessorParameter)
))
_sym_db.RegisterMessage(DownpourTableAccessorParameter)
TableAccessorSaveParameter = _reflection.GeneratedProtocolMessageType('TableAccessorSaveParameter', (_message.Message,), dict(
DESCRIPTOR = _TABLEACCESSORSAVEPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.TableAccessorSaveParameter)
))
_sym_db.RegisterMessage(TableAccessorSaveParameter)
PsRequestMessage = _reflection.GeneratedProtocolMessageType('PsRequestMessage', (_message.Message,), dict(
DESCRIPTOR = _PSREQUESTMESSAGE,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.PsRequestMessage)
))
_sym_db.RegisterMessage(PsRequestMessage)
SparseSGDRuleParameter = _reflection.GeneratedProtocolMessageType('SparseSGDRuleParameter', (_message.Message,), dict(
DESCRIPTOR = _SPARSESGDRULEPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.SparseSGDRuleParameter)
))
_sym_db.RegisterMessage(SparseSGDRuleParameter)
DenseSGDRuleParameter = _reflection.GeneratedProtocolMessageType('DenseSGDRuleParameter', (_message.Message,), dict(
DESCRIPTOR = _DENSESGDRULEPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.DenseSGDRuleParameter)
))
_sym_db.RegisterMessage(DenseSGDRuleParameter)
AdamSGDParameter = _reflection.GeneratedProtocolMessageType('AdamSGDParameter', (_message.Message,), dict(
DESCRIPTOR = _ADAMSGDPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.AdamSGDParameter)
))
_sym_db.RegisterMessage(AdamSGDParameter)
NaiveSGDParameter = _reflection.GeneratedProtocolMessageType('NaiveSGDParameter', (_message.Message,), dict(
DESCRIPTOR = _NAIVESGDPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.NaiveSGDParameter)
))
_sym_db.RegisterMessage(NaiveSGDParameter)
SummarySGDParameter = _reflection.GeneratedProtocolMessageType('SummarySGDParameter', (_message.Message,), dict(
DESCRIPTOR = _SUMMARYSGDPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.SummarySGDParameter)
))
_sym_db.RegisterMessage(SummarySGDParameter)
MovingAverageRuleParameter = _reflection.GeneratedProtocolMessageType('MovingAverageRuleParameter', (_message.Message,), dict(
DESCRIPTOR = _MOVINGAVERAGERULEPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.MovingAverageRuleParameter)
))
_sym_db.RegisterMessage(MovingAverageRuleParameter)
PsResponseMessage = _reflection.GeneratedProtocolMessageType('PsResponseMessage', (_message.Message,), dict(
DESCRIPTOR = _PSRESPONSEMESSAGE,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.PsResponseMessage)
))
_sym_db.RegisterMessage(PsResponseMessage)
FsClientParameter = _reflection.GeneratedProtocolMessageType('FsClientParameter', (_message.Message,), dict(
DESCRIPTOR = _FSCLIENTPARAMETER,
__module__ = 'ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.FsClientParameter)
))
_sym_db.RegisterMessage(FsClientParameter)
DESCRIPTOR.has_options = True
DESCRIPTOR._options = _descriptor._ParseOptions(descriptor_pb2.FileOptions(), _b('\200\001\001'))
# @@protoc_insertion_point(module_scope)
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