提交 8de4d31a 编写于 作者: H heqiaozhi 提交者: dongdaxiang

refactor async exe

上级 24863897
......@@ -121,7 +121,9 @@ class AsyncExecutor(object):
with open("trainer_desc.proto", "w") as fout:
fout.write(trainer._desc())
# define a trainer and a device_worker here
self.executor.run_from_files(program_desc, trainer._desc(), debug)
self.executor.run_from_files(program_desc,
trainer._desc(), debug,
str(id(program_desc)))
'''
def run(self,
......@@ -194,7 +196,7 @@ class AsyncExecutor(object):
self.executor.run_from_files(program_desc,
data_feed.desc(), filelist, thread_num,
fetch_var_names, mode, debug)
fetch_var_names, mode, debug, str(id(program_desc)))
'''
def download_data(self,
......@@ -313,6 +315,10 @@ class AsyncExecutor(object):
self.dist_desc = dist_desc
place = core.CPUPlace()
executor = Executor(place)
if isinstance(startup_program, list):
for sp in startup_program:
executor.run(sp)
else:
executor.run(startup_program)
self.instance.barrier_all() #wait all server start
......
......@@ -43,9 +43,13 @@ class DownpourSGD(object):
self.learning_rate_ = learning_rate
self.window_ = window
self.type = "downpour"
self.data_norm_name = [
".batch_size", ".batch_square_sum", ".batch_sum",
".batch_size@GRAD", ".batch_square_sum@GRAD", ".batch_sum@GRAD"
]
def minimize(self,
loss,
losses,
startup_program=None,
parameter_list=None,
no_grad_set=None):
......@@ -65,39 +69,75 @@ class DownpourSGD(object):
worker_skipped_ops: operator names that need
to be skipped during execution
"""
params_grads = sorted(
append_backward(loss, parameter_list, no_grad_set),
key=lambda x: x[0].name)
table_name = find_distributed_lookup_table(loss.block.program)
if not isinstance(losses, list):
raise ValueError('losses is a list, just lick [model.cost]')
table_name = find_distributed_lookup_table(losses[0].block.program)
prefetch_slots = find_distributed_lookup_table_inputs(
loss.block.program, table_name)
losses[0].block.program, table_name)
prefetch_slots_emb = find_distributed_lookup_table_outputs(
loss.block.program, table_name)
losses[0].block.program, table_name)
ps_param = pslib.PSParameter()
server = DownpourServer()
# window is communication strategy
worker = DownpourWorker(self.window_)
# Todo(guru4elephant): support multiple tables definitions
# currently support one big sparse table
sparse_table_index = 0
# currently merge all dense parameters into one dense table
server.add_sparse_table(sparse_table_index, self.learning_rate_,
prefetch_slots, prefetch_slots_emb)
worker.add_sparse_table(sparse_table_index, self.learning_rate_,
prefetch_slots, prefetch_slots_emb)
dense_table_index = 1
program_configs = []
for loss_index in range(len(losses)):
program_config = ps_param.trainer_param.program_config.add()
program_config.program_id = str(
id(losses[loss_index].block.program))
program_config.pull_sparse_table_id.extend([sparse_table_index])
program_config.push_sparse_table_id.extend([sparse_table_index])
params_grads = sorted(
append_backward(losses[loss_index], parameter_list,
no_grad_set),
key=lambda x: x[0].name)
params = []
grads = []
data_norm_params = []
data_norm_grads = []
for i in params_grads:
is_data_norm_data = False
for data_norm_name in self.data_norm_name:
if i[0].name.endswith(data_norm_name):
is_data_norm_data = True
data_norm_params.append(i[0])
if not is_data_norm_data:
params.append(i[0])
for i in params_grads:
is_data_norm_data = False
for data_norm_grad in self.data_norm_name:
if i[0].name.endswith(data_norm_grad):
is_data_norm_data = True
data_norm_grads.append(i[1])
if not is_data_norm_data:
grads.append(i[1])
server.add_sparse_table(sparse_table_index, self.learning_rate_,
prefetch_slots, prefetch_slots_emb)
server.add_dense_table(dense_table_index, self.learning_rate_, params,
grads)
worker.add_sparse_table(sparse_table_index, self.learning_rate_,
prefetch_slots, prefetch_slots_emb)
worker.add_dense_table(dense_table_index, self.learning_rate_, params,
grads)
ps_param = pslib.PSParameter()
server.add_dense_table(dense_table_index, self.learning_rate_,
params, grads)
worker.add_dense_table(dense_table_index, self.learning_rate_,
params, grads)
program_config.pull_dense_table_id.extend([dense_table_index])
program_config.push_dense_table_id.extend([dense_table_index])
if len(data_norm_params) != 0 and len(data_norm_grads) != 0:
dense_table_index += 1
server.add_data_norm_table(dense_table_index,
self.learning_rate_,
data_norm_params, data_norm_grads)
worker.add_dense_table(dense_table_index, self.learning_rate_,
data_norm_params, data_norm_grads)
program_config.pull_dense_table_id.extend([dense_table_index])
program_config.push_dense_table_id.extend([dense_table_index])
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())
for program_config in program_configs:
ps_param.trainer_param.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"]
......
......@@ -112,6 +112,30 @@ class DownpourServer(Server):
fea_dim += reduce(lambda x, y: x * y, param.shape, 1)
table.accessor.fea_dim = fea_dim
def add_data_norm_table(self, table_id, learning_rate, param_var, grad_var):
"""
Args:
table_id(int): id of sparse params table
learning_rate(float): the learning rate used to update parameters. \
Can be a float value
param_var(list): all dense param. it is a list.
grad_var(list): all dense grad parm it is a list.
Returns:
return None
"""
table = self.server_.downpour_server_param.downpour_table_param.add()
table.table_id = table_id
table.table_class = "DownpourDenseTable"
table.type = pslib.PS_DENSE_TABLE
table.accessor.accessor_class = "DownpourDenseValueAccessor"
table.accessor.dense_sgd_param.name = "summary"
table.accessor.dense_sgd_param.summary.summary_decay_rate = 0.999999
fea_dim = 0
for param in filter(lambda x: x.name.find("embedding") == -1,
param_var):
fea_dim += reduce(lambda x, y: x * y, param.shape, 1)
table.accessor.fea_dim = fea_dim
def get_desc(self):
"""
Return downpour server program_desc
......
# Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
......@@ -10,6 +10,8 @@
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: ps.proto
......@@ -30,7 +32,7 @@ DESCRIPTOR = _descriptor.FileDescriptor(
package='paddle',
syntax='proto2',
serialized_pb=_b(
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\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)
......@@ -47,8 +49,8 @@ _TABLETYPE = _descriptor.EnumDescriptor(
],
containing_type=None,
options=None,
serialized_start=3286,
serialized_end=3338, )
serialized_start=3489,
serialized_end=3541, )
_sym_db.RegisterEnumDescriptor(_TABLETYPE)
TableType = enum_type_wrapper.EnumTypeWrapper(_TABLETYPE)
......@@ -132,8 +134,8 @@ _PSCMDID = _descriptor.EnumDescriptor(
],
containing_type=None,
options=None,
serialized_start=3341,
serialized_end=3658, )
serialized_start=3544,
serialized_end=3861, )
_sym_db.RegisterEnumDescriptor(_PSCMDID)
PsCmdID = enum_type_wrapper.EnumTypeWrapper(_PSCMDID)
......@@ -166,8 +168,8 @@ _FSCLIENTPARAMETER_FSAPITYPE = _descriptor.EnumDescriptor(
],
containing_type=None,
options=None,
serialized_start=3254,
serialized_end=3284, )
serialized_start=3457,
serialized_end=3487, )
_sym_db.RegisterEnumDescriptor(_FSCLIENTPARAMETER_FSAPITYPE)
_PSPARAMETER = _descriptor.Descriptor(
......@@ -493,6 +495,22 @@ _DOWNPOURTRAINERPARAMETER = _descriptor.Descriptor(
is_extension=False,
extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='program_config',
full_name='paddle.DownpourTrainerParameter.program_config',
index=5,
number=6,
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=[],
......@@ -503,7 +521,106 @@ _DOWNPOURTRAINERPARAMETER = _descriptor.Descriptor(
extension_ranges=[],
oneofs=[],
serialized_start=557,
serialized_end=763, )
serialized_end=810, )
_PROGRAMCONFIG = _descriptor.Descriptor(
name='ProgramConfig',
full_name='paddle.ProgramConfig',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='program_id',
full_name='paddle.ProgramConfig.program_id',
index=0,
number=1,
type=9,
cpp_type=9,
label=2,
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='push_sparse_table_id',
full_name='paddle.ProgramConfig.push_sparse_table_id',
index=1,
number=2,
type=5,
cpp_type=1,
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='push_dense_table_id',
full_name='paddle.ProgramConfig.push_dense_table_id',
index=2,
number=3,
type=5,
cpp_type=1,
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_sparse_table_id',
full_name='paddle.ProgramConfig.pull_sparse_table_id',
index=3,
number=4,
type=5,
cpp_type=1,
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_table_id',
full_name='paddle.ProgramConfig.pull_dense_table_id',
index=4,
number=5,
type=5,
cpp_type=1,
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=813,
serialized_end=966, )
_DENSETABLEPARAMETER = _descriptor.Descriptor(
name='DenseTableParameter',
......@@ -585,8 +702,8 @@ _DENSETABLEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=765,
serialized_end=888, )
serialized_start=968,
serialized_end=1091, )
_SPARSETABLEPARAMETER = _descriptor.Descriptor(
name='SparseTableParameter',
......@@ -684,8 +801,8 @@ _SPARSETABLEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=890,
serialized_end=1012, )
serialized_start=1093,
serialized_end=1215, )
_DOWNPOURSERVERPARAMETER = _descriptor.Descriptor(
name='DownpourServerParameter',
......@@ -735,8 +852,8 @@ _DOWNPOURSERVERPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=1015,
serialized_end=1149, )
serialized_start=1218,
serialized_end=1352, )
_SERVERSERVICEPARAMETER = _descriptor.Descriptor(
name='ServerServiceParameter',
......@@ -834,8 +951,8 @@ _SERVERSERVICEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=1152,
serialized_end=1367, )
serialized_start=1355,
serialized_end=1570, )
_TABLEPARAMETER = _descriptor.Descriptor(
name='TableParameter',
......@@ -949,8 +1066,8 @@ _TABLEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=1370,
serialized_end=1561, )
serialized_start=1573,
serialized_end=1764, )
_TABLEACCESSORPARAMETER = _descriptor.Descriptor(
name='TableAccessorParameter',
......@@ -1096,8 +1213,8 @@ _TABLEACCESSORPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=1564,
serialized_end=1933, )
serialized_start=1767,
serialized_end=2136, )
_DOWNPOURTABLEACCESSORPARAMETER = _descriptor.Descriptor(
name='DownpourTableAccessorParameter',
......@@ -1227,8 +1344,8 @@ _DOWNPOURTABLEACCESSORPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=1936,
serialized_end=2142, )
serialized_start=2139,
serialized_end=2345, )
_TABLEACCESSORSAVEPARAMETER = _descriptor.Descriptor(
name='TableAccessorSaveParameter',
......@@ -1294,8 +1411,8 @@ _TABLEACCESSORSAVEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=2144,
serialized_end=2227, )
serialized_start=2347,
serialized_end=2430, )
_PSREQUESTMESSAGE = _descriptor.Descriptor(
name='PsRequestMessage',
......@@ -1393,8 +1510,8 @@ _PSREQUESTMESSAGE = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=2229,
serialized_end=2330, )
serialized_start=2432,
serialized_end=2533, )
_SPARSESGDRULEPARAMETER = _descriptor.Descriptor(
name='SparseSGDRuleParameter',
......@@ -1476,8 +1593,8 @@ _SPARSESGDRULEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=2332,
serialized_end=2451, )
serialized_start=2535,
serialized_end=2654, )
_DENSESGDRULEPARAMETER = _descriptor.Descriptor(
name='DenseSGDRuleParameter',
......@@ -1575,8 +1692,8 @@ _DENSESGDRULEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=2454,
serialized_end=2679, )
serialized_start=2657,
serialized_end=2882, )
_ADAMSGDPARAMETER = _descriptor.Descriptor(
name='AdamSGDParameter',
......@@ -1674,8 +1791,8 @@ _ADAMSGDPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=2682,
serialized_end=2816, )
serialized_start=2885,
serialized_end=3019, )
_NAIVESGDPARAMETER = _descriptor.Descriptor(
name='NaiveSGDParameter',
......@@ -1725,8 +1842,8 @@ _NAIVESGDPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=2818,
serialized_end=2884, )
serialized_start=3021,
serialized_end=3087, )
_SUMMARYSGDPARAMETER = _descriptor.Descriptor(
name='SummarySGDParameter',
......@@ -1760,8 +1877,8 @@ _SUMMARYSGDPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=2886,
serialized_end=2945, )
serialized_start=3089,
serialized_end=3148, )
_MOVINGAVERAGERULEPARAMETER = _descriptor.Descriptor(
name='MovingAverageRuleParameter',
......@@ -1795,8 +1912,8 @@ _MOVINGAVERAGERULEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=2947,
serialized_end=2993, )
serialized_start=3150,
serialized_end=3196, )
_PSRESPONSEMESSAGE = _descriptor.Descriptor(
name='PsResponseMessage',
......@@ -1862,8 +1979,8 @@ _PSRESPONSEMESSAGE = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=2995,
serialized_end=3068, )
serialized_start=3198,
serialized_end=3271, )
_FSCLIENTPARAMETER = _descriptor.Descriptor(
name='FsClientParameter',
......@@ -1993,8 +2110,8 @@ _FSCLIENTPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=3071,
serialized_end=3284, )
serialized_start=3274,
serialized_end=3487, )
_PSPARAMETER.fields_by_name['worker_param'].message_type = _WORKERPARAMETER
_PSPARAMETER.fields_by_name['server_param'].message_type = _SERVERPARAMETER
......@@ -2011,6 +2128,8 @@ _DOWNPOURTRAINERPARAMETER.fields_by_name[
'dense_table'].message_type = _DENSETABLEPARAMETER
_DOWNPOURTRAINERPARAMETER.fields_by_name[
'sparse_table'].message_type = _SPARSETABLEPARAMETER
_DOWNPOURTRAINERPARAMETER.fields_by_name[
'program_config'].message_type = _PROGRAMCONFIG
_DOWNPOURSERVERPARAMETER.fields_by_name[
'downpour_table_param'].message_type = _TABLEPARAMETER
_DOWNPOURSERVERPARAMETER.fields_by_name[
......@@ -2042,6 +2161,7 @@ DESCRIPTOR.message_types_by_name[
'DownpourWorkerParameter'] = _DOWNPOURWORKERPARAMETER
DESCRIPTOR.message_types_by_name[
'DownpourTrainerParameter'] = _DOWNPOURTRAINERPARAMETER
DESCRIPTOR.message_types_by_name['ProgramConfig'] = _PROGRAMCONFIG
DESCRIPTOR.message_types_by_name['DenseTableParameter'] = _DENSETABLEPARAMETER
DESCRIPTOR.message_types_by_name['SparseTableParameter'] = _SPARSETABLEPARAMETER
DESCRIPTOR.message_types_by_name[
......@@ -2120,6 +2240,16 @@ DownpourTrainerParameter = _reflection.GeneratedProtocolMessageType(
))
_sym_db.RegisterMessage(DownpourTrainerParameter)
ProgramConfig = _reflection.GeneratedProtocolMessageType(
'ProgramConfig',
(_message.Message, ),
dict(
DESCRIPTOR=_PROGRAMCONFIG,
__module__='ps_pb2'
# @@protoc_insertion_point(class_scope:paddle.ProgramConfig)
))
_sym_db.RegisterMessage(ProgramConfig)
DenseTableParameter = _reflection.GeneratedProtocolMessageType(
'DenseTableParameter',
(_message.Message, ),
......
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