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chenpangpang
transformers
Commits
79e4a6a2
Commit
79e4a6a2
authored
Dec 20, 2019
by
thomwolf
Browse files
update serving API
parent
bbaaec04
Changes
1
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1 changed file
with
7 additions
and
3 deletions
+7
-3
transformers/commands/serving.py
transformers/commands/serving.py
+7
-3
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transformers/commands/serving.py
View file @
79e4a6a2
...
...
@@ -24,7 +24,11 @@ def serve_command_factory(args: Namespace):
Factory function used to instantiate serving server from provided command line arguments.
:return: ServeCommand
"""
nlp
=
pipeline
(
task
=
args
.
task
,
model
=
args
.
model
,
config
=
args
.
config
,
tokenizer
=
args
.
tokenizer
,
device
=
args
.
device
)
nlp
=
pipeline
(
task
=
args
.
task
,
model
=
args
.
model
if
args
.
model
else
None
,
config
=
args
.
config
,
tokenizer
=
args
.
tokenizer
,
device
=
args
.
device
)
return
ServeCommand
(
nlp
,
args
.
host
,
args
.
port
)
...
...
@@ -68,12 +72,12 @@ class ServeCommand(BaseTransformersCLICommand):
"""
serve_parser
=
parser
.
add_parser
(
'serve'
,
help
=
'CLI tool to run inference requests through REST and GraphQL endpoints.'
)
serve_parser
.
add_argument
(
'--task'
,
type
=
str
,
choices
=
SUPPORTED_TASKS
.
keys
(),
help
=
'The task to run the pipeline on'
)
serve_parser
.
add_argument
(
'--device'
,
type
=
int
,
default
=-
1
,
help
=
'Indicate the device to run onto, -1 indicates CPU, >= 0 indicates GPU (default: -1)'
)
serve_parser
.
add_argument
(
'--host'
,
type
=
str
,
default
=
'localhost'
,
help
=
'Interface the server will listen on.'
)
serve_parser
.
add_argument
(
'--port'
,
type
=
int
,
default
=
8888
,
help
=
'Port the serving will listen to.'
)
serve_parser
.
add_argument
(
'--model'
,
type
=
str
,
required
=
True
,
help
=
'Model
\'
s name or path to stored model.'
)
serve_parser
.
add_argument
(
'--model'
,
type
=
str
,
help
=
'Model
\'
s name or path to stored model.'
)
serve_parser
.
add_argument
(
'--config'
,
type
=
str
,
help
=
'Model
\'
s config name or path to stored model.'
)
serve_parser
.
add_argument
(
'--tokenizer'
,
type
=
str
,
help
=
'Tokenizer name to use.'
)
serve_parser
.
add_argument
(
'--device'
,
type
=
int
,
default
=-
1
,
help
=
'Indicate the device to run onto, -1 indicates CPU, >= 0 indicates GPU (default: -1)'
)
serve_parser
.
set_defaults
(
func
=
serve_command_factory
)
def
__init__
(
self
,
pipeline
:
Pipeline
,
host
:
str
,
port
:
int
):
...
...
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