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体验新版 GitCode,发现更多精彩内容 >>
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70d1dc57
编写于
5月 14, 2020
作者:
T
tangwei
浏览文件
操作
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电子邮件补丁
差异文件
add paddle cloud run
上级
5adee377
变更
3
隐藏空白更改
内联
并排
Showing
3 changed file
with
22 addition
and
23 deletion
+22
-23
core/trainers/single_trainer.py
core/trainers/single_trainer.py
+8
-1
core/trainers/transpiler_trainer.py
core/trainers/transpiler_trainer.py
+10
-4
example/cloud/config.yaml
example/cloud/config.yaml
+4
-18
未找到文件。
core/trainers/single_trainer.py
浏览文件 @
70d1dc57
...
...
@@ -18,6 +18,8 @@ Training use fluid with one node only.
from
__future__
import
print_function
import
logging
import
time
import
paddle.fluid
as
fluid
from
paddlerec.core.trainers.transpiler_trainer
import
TranspileTrainer
...
...
@@ -104,14 +106,19 @@ class SingleTrainer(TranspileTrainer):
def
dataset_train
(
self
,
context
):
dataset
=
self
.
_get_dataset
(
"TRAIN"
)
epochs
=
envs
.
get_global_env
(
"train.epochs"
)
ins
=
self
.
_get_dataset_ins
(
)
epochs
=
envs
.
get_global_env
(
"train.epochs"
)
for
i
in
range
(
epochs
):
begin_time
=
time
.
time
()
self
.
_exe
.
train_from_dataset
(
program
=
fluid
.
default_main_program
(),
dataset
=
dataset
,
fetch_list
=
self
.
fetch_vars
,
fetch_info
=
self
.
fetch_alias
,
print_period
=
self
.
fetch_period
)
end_time
=
time
.
time
()
times
=
end_time
-
begin_time
print
(
"epoch {} using time {}, speed {:.2f} lines/s"
.
format
(
i
,
times
,
ins
/
times
))
self
.
save
(
i
,
"train"
,
is_fleet
=
False
)
context
[
'status'
]
=
'infer_pass'
...
...
core/trainers/transpiler_trainer.py
浏览文件 @
70d1dc57
...
...
@@ -70,6 +70,13 @@ class TranspileTrainer(Trainer):
exit
(
0
)
return
dataloader
def
_get_dataset_ins
(
self
):
count
=
0
for
f
in
self
.
files
:
for
_
,
_
in
enumerate
(
open
(
f
,
'r'
)):
count
+=
1
return
count
def
_get_dataset
(
self
,
state
=
"TRAIN"
):
if
state
==
"TRAIN"
:
inputs
=
self
.
model
.
get_inputs
()
...
...
@@ -82,8 +89,7 @@ class TranspileTrainer(Trainer):
train_data_path
=
envs
.
get_global_env
(
"test_data_path"
,
None
,
namespace
)
#threads = int(envs.get_runtime_environ("train.trainer.threads"))
threads
=
2
threads
=
int
(
envs
.
get_runtime_environ
(
"train.trainer.threads"
))
batch_size
=
envs
.
get_global_env
(
"batch_size"
,
None
,
namespace
)
reader_class
=
envs
.
get_global_env
(
"class"
,
None
,
namespace
)
abs_dir
=
os
.
path
.
dirname
(
os
.
path
.
abspath
(
__file__
))
...
...
@@ -106,8 +112,8 @@ class TranspileTrainer(Trainer):
os
.
path
.
join
(
train_data_path
,
x
)
for
x
in
os
.
listdir
(
train_data_path
)
]
dataset
.
set_filelist
(
file_list
)
self
.
files
=
file_list
dataset
.
set_filelist
(
self
.
files
)
debug_mode
=
envs
.
get_global_env
(
"reader_debug_mode"
,
False
,
namespace
)
if
debug_mode
:
...
...
example/cloud/config.yaml
浏览文件 @
70d1dc57
# Copyright (c) 2020 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.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# 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.
train
:
trainer
:
# for cluster training
...
...
@@ -21,7 +7,7 @@ train:
workspace
:
"
paddlerec.models.rank.dnn"
reader
:
batch_size
:
2
batch_size
:
51
2
class
:
"
{workspace}/../criteo_reader.py"
train_data_path
:
"
train_data"
reader_debug_mode
:
False
...
...
@@ -31,10 +17,10 @@ train:
hyper_parameters
:
sparse_inputs_slots
:
27
sparse_feature_number
:
1000001
sparse_feature_dim
:
9
sparse_feature_dim
:
10
dense_input_dim
:
13
fc_sizes
:
[
512
,
256
,
128
,
32
]
learning_rate
:
0.001
fc_sizes
:
[
400
,
400
,
400
]
learning_rate
:
0.00
0
1
optimizer
:
adam
save
:
...
...
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