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94e522b2
编写于
11月 11, 2021
作者:
T
Thomas Young
提交者：
felixhjh
11月 11, 2021
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# Model Zoo
本页面展示了Paddle Serving目前支持的预训练模型以及下载链接
若您想为Paddle Serving提供新的模型，可通过
[
pull request
](
https://github.com/PaddlePaddle/Serving/pulls
)
提交PR
特别感谢
[
Padddle wholechain
](
https://www.paddlepaddle.org.cn/wholechain
)
以及
[
PaddleHub
](
https://www.paddlepaddle.org.cn/hub
)
为Paddle Serving提供的部分预训练模型
| 模型 | 类型 | 部署方式 | 下载 | 服务端 |
| --- | --- | --- | ---- | --- |
| resnet_v2_50_imagenet | PaddleClas |
[
单模型
](
../examples/PaddleClas/resnet_v2_50
)
</br>
[
多模型
](
../examples/pipeline/PaddleClas/ResNet_V2_50
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageClassification/resnet_v2_50_imagenet.tar.gz
)
| Pipeline Serving, C++ Serving|
| mobilenet_v2_imagenet | PaddleClas |
[
单模型
](
../examples/PaddleClas/mobilenet
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageClassification/mobilenet_v2_imagenet.tar.gz
)
|C++ Serving|
| resnet50_vd | PaddleClas |
[
单模型
](
../examples/PaddleClas/imagenet
)
</br>
[
多模型
](
../examples/pipeline/PaddleClas/ResNet50_vd
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/ResNet50_vd.tar
)
|Pipeline Serving, C++ Serving|
| ResNet50_vd_KL | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ResNet50_vd_KL
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ResNet50_vd_KL.tar
)
|Pipeline Serving|
| DarkNet53 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/DarkNet53
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/DarkNet53.tar
)
|Pipeline Serving|
| MobileNetV1 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/MobileNetV1
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/MobileNetV1.tar
)
|Pipeline Serving|
| MobileNetV2 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/MobileNetV2
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/MobileNetV2.tar
)
|Pipeline Serving|
| MobileNetV3_large_x1_0 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/MobileNetV3_large_x1_0
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/MobileNetV3_large_x1_0.tar
)
|Pipeline Serving|
| ResNet50_vd_FPGM | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ResNet50_vd_FPGM
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ResNet50_vd_FPGM.tar
)
|Pipeline Serving|
| ResNet50_vd_PACT | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ResNet50_vd_PACT
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ResNet50_vd_PACT.tar
)
|Pipeline Serving|
| ResNeXt101_vd_64x4d | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ResNeXt101_vd_64x4d
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ResNeXt101_vd_64x4d.tar
)
|Pipeline Serving|
| HRNet_W18_C | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/HRNet_W18_C
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/HRNet_W18_C.tar
)
|Pipeline Serving|
| ShuffleNetV2_x1_0 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ShuffleNetV2_x1_0
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ShuffleNetV2_x1_0.tar
)
|Pipeline Serving|
| bert_chinese_L-12_H-768_A-12 | PaddleNLP |
[
单模型
](
../examples/PaddleNLP/bert
)
</br>
[
多模型
](
../examples/pipeline/bert
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/text/SemanticModel/bert_chinese_L-12_H-768_A-12.tar.gz
)
|Pipeline Serving, C++ Serving|
| senta_bilstm | PaddleNLP |
[
单模型
](
../examples/PaddleNLP/senta
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/text/SentimentAnalysis/senta_bilstm.tar.gz
)
|C++ Serving|
| lac | PaddleNLP |
[
单模型
](
../examples/PaddleNLP/lac
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/text/LexicalAnalysis/lac.tar.gz
)
| C++ Serving|
| transformer | PaddleNLP |
[
多模型
](
https://github.com/PaddlePaddle/PaddleNLP/blob/develop/examples/machine_translation/transformer/deploy/serving/README.md
)
|
[
model
](
https://github.com/PaddlePaddle/PaddleNLP/tree/develop/examples/machine_translation/transformer
)
| Pipeline Serving|
| criteo_ctr | PaddleRec |
[
单模型
](
../examples/PaddleRec/criteo_ctr
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/criteo_ctr_example/criteo_ctr_demo_model.tar.gz
)
| C++ Serving |
| criteo_ctr_with_cube | PaddleRec |
[
单模型
](
../examples/PaddleRec/criteo_ctr_with_cube
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/unittest/ctr_cube_unittest.tar.gz
)
|C++ Serving|
| wide&deep | PaddleRec |
[
单模型
](
https://github.com/PaddlePaddle/PaddleRec/blob/release/2.1.0/doc/serving.md
)
|
[
model
](
https://github.com/PaddlePaddle/PaddleRec/blob/release/2.1.0/models/rank/wide_deep/README.md
)
|C++ Serving|
| blazeface | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/blazeface
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ObjectDetection/blazeface.tar.gz
)
|C++ Serving|
| cascade_mask_rcnn_r50_vd_fpn_ssld_2x_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/cascade_rcnn
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/pddet_demo/cascade_mask_rcnn_r50_vd_fpn_ssld_2x_coco_serving.tar.gz
)
|C++ Serving|
| yolov4 | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/yolov4
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ObjectDetection/yolov4.tar.gz
)
|C++ Serving|
| faster_rcnn_hrnetv2p_w18_1x | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/faster_rcnn_hrnetv2p_w18_1x
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/pddet_demo/faster_rcnn_hrnetv2p_w18_1x.tar.gz
)
|C++ Serving|
| fcos_dcn_r50_fpn_1x_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/fcos_dcn_r50_fpn_1x_coco
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/fcos_dcn_r50_fpn_1x_coco.tar
)
|C++ Serving|
| ssd_vgg16_300_240e_voc | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/ssd_vgg16_300_240e_voc
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ssd_vgg16_300_240e_voc.tar
)
|C++ Serving |
| yolov3_darknet53_270e_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/yolov3_darknet53_270e_coco
)
</br>
[
多模型
](
../examples/pipeline/PaddleDetection/yolov3
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/yolov3_darknet53_270e_coco.tar
)
|Pipeline Serving, C++ Serving |
| faster_rcnn_r50_fpn_1x_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/faster_rcnn_r50_fpn_1x_coco
)
</br>
[
多模型
](
../examples/pipeline/PaddleDetection/faster_rcnn
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/faster_rcnn_r50_fpn_1x_coco.tar
)
|Pipeline Serving, C++ Serving |
| ppyolo_r50vd_dcn_1x_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/ppyolo_r50vd_dcn_1x_coco
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ppyolo_r50vd_dcn_1x_coco.tar
)
|C++ Serving |
| ppyolo_mbv3_large_coco | PaddleDetection |
[
多模型
](
../examples/pipeline/PaddleDetection/ppyolo_mbv3
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ppyolo_mbv3_large_coco.tar
)
|Pipeline Serving |
| ttfnet_darknet53_1x_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/ttfnet_darknet53_1x_coco
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/ttfnet_darknet53_1x_coco.tar
)
|C++ Serving |
| YOLOv3-DarkNet | PaddleDetection |
[
单模型
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/deploy/serving
)
|
[
.pdparams
](
https://paddledet.bj.bcebos.com/models/yolov3_darknet53_270e_coco.pdparams
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleDetection/blob/develop/configs/yolov3/yolov3_darknet53_270e_coco.yml
)
|C++ Serving |
| ocr_rec | PaddleOCR |
[
单模型
](
../examples/PaddleOCR/ocr_rec_det
)
</br>
[
多模型
](
../examples/pipeline/ocr
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/OCR/ocr_rec.tar.gz
)
|Pipeline Serving, C++ Serving |
| ocr_det | PaddleOCR |
[
单模型
](
../examples/PaddleOCR/ocr_rec_det
)
</br>
[
多模型
](
../examples/pipeline/ocr
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/ocr/ocr_det.tar.gz
)
|Pipeline Serving, C++ Serving |
| ch_ppocr_mobile_v2.0_det | PaddleOCR |
[
多模型
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_det_infer.tar
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/configs/det/ch_ppocr_v2.0/ch_det_mv3_db_v2.0.yml
)
|Pipeline Serving |
| ch_ppocr_server_v2.0_det | PaddleOCR |
[
多模型
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_server_v2.0_det_infer.tar
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/configs/det/ch_ppocr_v2.0/ch_det_res18_db_v2.0.yml
)
|Pipeline Serving |
| ch_ppocr_mobile_v2.0_rec | PaddleOCR |
[
多模型
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_rec_infer.tar
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/configs/rec/ch_ppocr_v2.0/rec_chinese_lite_train_v2.0.yml
)
|Pipeline Serving |
| ch_ppocr_server_v2.0_rec | PaddleOCR |
[
多模型
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_server_v2.0_rec_infer.tar
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/configs/rec/ch_ppocr_v2.0/rec_chinese_common_train_v2.0.yml
)
|Pipeline Serving |
| ch_ppocr_mobile_v2.0 | PaddleOCR |
[
多模型
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://github.com/PaddlePaddle/PaddleOCR
)
|Pipeline Serving |
| ch_ppocr_server_v2.0 | PaddleOCR |
[
多模型
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://github.com/PaddlePaddle/PaddleOCR
)
|Pipeline Serving |
| deeplabv3 | PaddleSeg |
[
单模型
](
../examples/PaddleSeg/deeplabv3
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageSegmentation/deeplabv3.tar.gz
)
| C++ Serving |
| unet | PaddleSeg |
[
单模型
](
../examples/PaddleSeg/unet_for_image_seg
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageSegmentation/unet.tar.gz
)
|C++ Serving |
-
注意事项
-
多模型部署示例均在pipeline文件夹下
-
单模型采用C++ Serving，多模型采用Pipeline Serving
-
请参考
[
example
](
../examples
)
查看详情
-
更多模型请参考
[
wholechain
](
https://www.paddlepaddle.org.cn/wholechain
)
python/paddle_serving_server/util.py
浏览文件 @
94e522b2
...
...
@@ -91,6 +91,7 @@ def dump_pid_file(portList, model):
dump_pid_file([9494, 10082], 'serve')
'''
pid
=
os
.
getpid
()
gid
=
os
.
getpgid
(
pid
)
pidInfoList
=
[]
filepath
=
os
.
path
.
join
(
CONF_HOME
,
"ProcessInfo.json"
)
if
os
.
path
.
exists
(
filepath
):
...
...
@@ -105,7 +106,7 @@ def dump_pid_file(portList, model):
pidInfoList
.
remove
(
info
)
with
open
(
filepath
,
"w"
)
as
fp
:
info
=
{
"pid"
:
p
id
,
"port"
:
portList
,
"model"
:
str
(
model
),
"start_time"
:
time
.
time
()}
info
=
{
"pid"
:
g
id
,
"port"
:
portList
,
"model"
:
str
(
model
),
"start_time"
:
time
.
time
()}
pidInfoList
.
append
(
info
)
json
.
dump
(
pidInfoList
,
fp
)
...
...
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