Skip to content
体验新版
项目
组织
正在加载...
登录
切换导航
打开侧边栏
PaddlePaddle
Serving
提交
32863e68
S
Serving
项目概览
PaddlePaddle
/
Serving
大约 1 年 前同步成功
通知
185
Star
833
Fork
253
代码
文件
提交
分支
Tags
贡献者
分支图
Diff
Issue
105
列表
看板
标记
里程碑
合并请求
10
Wiki
2
Wiki
分析
仓库
DevOps
项目成员
Pages
S
Serving
项目概览
项目概览
详情
发布
仓库
仓库
文件
提交
分支
标签
贡献者
分支图
比较
Issue
105
Issue
105
列表
看板
标记
里程碑
合并请求
10
合并请求
10
Pages
分析
分析
仓库分析
DevOps
Wiki
2
Wiki
成员
成员
收起侧边栏
关闭侧边栏
动态
分支图
创建新Issue
提交
Issue看板
体验新版 GitCode,发现更多精彩内容 >>
提交
32863e68
编写于
3月 06, 2020
作者:
G
guru4elephant
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
add multi gpu card startup
上级
0814608f
变更
3
显示空白变更内容
内联
并排
Showing
3 changed file
with
59 addition
and
23 deletion
+59
-23
python/paddle_serving_server_gpu/serve.py
python/paddle_serving_server_gpu/serve.py
+27
-11
python/paddle_serving_server_gpu/web_serve.py
python/paddle_serving_server_gpu/web_serve.py
+5
-1
python/paddle_serving_server_gpu/web_service.py
python/paddle_serving_server_gpu/web_service.py
+27
-11
未找到文件。
python/paddle_serving_server_gpu/serve.py
浏览文件 @
32863e68
...
...
@@ -18,6 +18,7 @@ Usage:
python -m paddle_serving_server.serve --model ./serving_server_model --port 9292
"""
import
argparse
from
multiprocessing
import
Pool
,
Process
def
parse_args
():
...
...
@@ -27,7 +28,7 @@ def parse_args():
parser
.
add_argument
(
"--model"
,
type
=
str
,
default
=
""
,
help
=
"Model for serving"
)
parser
.
add_argument
(
"--port"
,
type
=
int
,
default
=
9292
,
help
=
"Port
the server
"
)
"--port"
,
type
=
int
,
default
=
9292
,
help
=
"Port
of the starting gpu
"
)
parser
.
add_argument
(
"--workdir"
,
type
=
str
,
...
...
@@ -35,18 +36,21 @@ def parse_args():
help
=
"Working dir of current service"
)
parser
.
add_argument
(
"--device"
,
type
=
str
,
default
=
"gpu"
,
help
=
"Type of device"
)
parser
.
add_argument
(
"--gpuid"
,
type
=
int
,
default
=
0
,
help
=
"Index of GPU"
)
parser
.
add_argument
(
"--gpu_ids"
,
type
=
int
,
default
=
0
,
help
=
"gpu ids"
)
return
parser
.
parse_args
()
args
=
parse_args
()
def
start_standard_model
():
args
=
parse_args
()
def
start_gpu_card_model
(
gpuid
):
device
=
"gpu"
port
=
args
.
port
if
gpuid
==
-
1
:
device
=
"cpu"
port
=
args
.
port
+
gpuid
thread_num
=
args
.
thread
model
=
args
.
model
port
=
args
.
port
workdir
=
args
.
workdir
device
=
args
.
device
gpuid
=
args
.
gpuid
if
model
==
""
:
print
(
"You must specify your serving model"
)
...
...
@@ -69,9 +73,21 @@ def start_standard_model():
server
.
load_model_config
(
model
)
server
.
prepare_server
(
workdir
=
workdir
,
port
=
port
,
device
=
device
)
if
gpuid
>=
0
:
server
.
set_gpuid
(
gpuid
)
server
.
run_server
()
if
__name__
==
"__main__"
:
start_standard_model
()
gpus
=
args
.
gpu_ids
.
split
(
","
)
if
len
(
gpus
)
<=
0
:
start_gpu_card_model
(
-
1
)
else
:
gpu_processes
=
[]
for
i
,
gpu_id
in
gpus
:
p
=
Process
(
target
=
start_gpu_card_model
,
(
i
,))
gpu_processes
.
append
(
p
)
for
p
in
gpu_processes
:
p
.
start
()
for
p
in
gpu_processes
:
p
.
join
()
python/paddle_serving_server_gpu/web_serve.py
浏览文件 @
32863e68
...
...
@@ -37,6 +37,8 @@ def parse_args():
help
=
"Working dir of current service"
)
parser
.
add_argument
(
"--device"
,
type
=
str
,
default
=
"cpu"
,
help
=
"Type of device"
)
parser
.
add_argument
(
"--gpu_ids"
,
type
=
str
,
default
=
""
,
help
=
"GPU ids of current service"
)
parser
.
add_argument
(
"--name"
,
type
=
str
,
default
=
"default"
,
help
=
"Default service name"
)
return
parser
.
parse_args
()
...
...
@@ -48,4 +50,6 @@ if __name__ == "__main__":
service
.
load_model_config
(
args
.
model
)
service
.
prepare_server
(
workdir
=
args
.
workdir
,
port
=
args
.
port
,
device
=
args
.
device
)
service
.
run_server
()
service
.
run_server
(
args
.
gpu_ids
)
python/paddle_serving_server_gpu/web_service.py
浏览文件 @
32863e68
...
...
@@ -25,7 +25,12 @@ class WebService(object):
def
load_model_config
(
self
,
model_config
):
self
.
model_config
=
model_config
def
_launch_rpc_service
(
self
):
def
_launch_rpc_service
(
self
,
gpuid
):
if
gpuid
<
0
:
device
=
"cpu"
else
:
device
=
"gpu"
op_maker
=
OpMaker
()
read_op
=
op_maker
.
create
(
'general_reader'
)
general_infer_op
=
op_maker
.
create
(
'general_infer'
)
...
...
@@ -36,11 +41,13 @@ class WebService(object):
op_seq_maker
.
add_op
(
general_response_op
)
server
=
Server
()
server
.
set_op_sequence
(
op_seq_maker
.
get_op_sequence
())
server
.
set_num_threads
(
16
)
server
.
set_gpuid
=
self
.
gpuid
server
.
set_num_threads
(
10
)
if
gpuid
>=
0
:
server
.
set_gpuid
(
gpuid
)
server
.
load_model_config
(
self
.
model_config
)
server
.
prepare_server
(
workdir
=
self
.
workdir
,
port
=
self
.
port
+
1
,
device
=
self
.
device
)
workdir
=
"{}_{}"
.
format
(
self
.
workdir
,
gpuid
),
port
=
self
.
port
+
gpuid
+
1
,
device
=
device
)
server
.
run_server
()
def
prepare_server
(
self
,
workdir
=
""
,
port
=
9393
,
device
=
"gpu"
,
gpuid
=
0
):
...
...
@@ -74,18 +81,27 @@ class WebService(object):
threaded
=
False
,
processes
=
1
)
def
run_server
(
self
):
def
run_server
(
self
,
gpu_ids
):
import
socket
localIP
=
socket
.
gethostbyname
(
socket
.
gethostname
())
print
(
"web service address:"
)
print
(
"http://{}:{}/{}/prediction"
.
format
(
localIP
,
self
.
port
,
self
.
name
))
p_rpc
=
Process
(
target
=
self
.
_launch_rpc_service
)
gpus
=
gpu_ids
.
split
(
","
)
if
len
(
gpus
)
<=
0
:
self
.
_launch_rpc_service
(
-
1
)
else
:
gpu_processes
=
[]
for
i
,
gpu_id
in
gpus
:
p
=
Process
(
target
=
self
.
_launch_rpc_service
,
(
i
,))
gpu_processes
.
append
(
p
)
for
p
in
gpu_processes
:
p
.
start
()
p_web
=
Process
(
target
=
self
.
_launch_web_service
)
p_rpc
.
start
()
p_web
.
start
()
for
p
in
gpu_processes
:
p
.
join
()
p_web
.
join
()
p_rpc
.
join
()
def
preprocess
(
self
,
feed
=
{},
fetch
=
[]):
return
feed
,
fetch
...
...
编辑
预览
Markdown
is supported
0%
请重试
或
添加新附件
.
添加附件
取消
You are about to add
0
people
to the discussion. Proceed with caution.
先完成此消息的编辑!
取消
想要评论请
注册
或
登录