PaddlePaddle/Serving v0.5.0

Release v0.5.0

Repository: PaddlePaddle/Serving

Tag: v0.5.0

Published: 2021-02-23T12:03:29Z

Prerelease: no

Release notes: + New Features + Support paddle 2.0 API + Support dynamic graph model conversion to Serving model interface + Add java pipeline client + Support model encryption and decryption + Adapt shape to webserver automatically + Predict on XPU, ARM

+ Improve + Add more Nvidia TensorRT demos + Add more dockers on Ubuntu + Support python 3.8 + Support batch predict on pipeline serving

+ Documents + Add doc/BAIDU_KUNLUN_XPU_SERVING.md + Add doc/BAIDU_KUNLUN_XPU_SERVING_CN.md + Add doc/ENCRYPTION.md + Add doc/ENCRYPTION_CN.md + Modify README.md + Modify README_CN.md + Modify doc/COMPILE_CN.md + Modify doc/DOCKER_IMAGES_CN.md + Modify doc/LATEST_PACKAGES.md + Modify doc/RUN_IN_DOCKER_CN.md + Modify doc/SAVE_CN.md + Modify doc/ABTEST_IN_PADDLE_SERVING.md + Modify doc/COMPILE.md + Modify doc/DESIGN_DOC_CN.md + Modify doc/DESIGN_DOC.md + Modify doc/GRPC_IMPL_CN.md + Modify doc/JAVA_SDK.md + Modify doc/JAVA_SDK_CN.md + Delete doc/INFERENCE_TO_SERVING_CN.md + Delete doc/TRAIN_TO_SERVICE.md + Delete doc/TRAIN_TO_SERVICE_CN.md

+ Demos + Add examples/xpu/fit_a_line_xpu + Add examples/xpu/resnet_v2_50_xpu + Add examples/detection/faster_rcnn_r50_fpn_1x_coco + Add examples/detection/ppyolo_r50vd_dcn_1x_coco + Add examples/detection/ttfnet_darknet53_1x_coco + Add examples/detection/yolov3_darknet53_270e_coco + Add examples/encryption + Modify examples/bert + Modify examples/criteo_ctr + Modify examples/fit_a_line + Modify examples/grpc_impl_example + Modify examples/imdb + Modify examples/ocr + Modify examples/pipeline/imagenet + Modify examples/pipeline/imdb_model_ensemble + Modify examples/pipeline/ocr

+ Dockers + Add Docker : CPU on Ubuntu16 【GCC82】 + Add Docker : CUDA9.0 on Ubuntu16 【GCC482】 + Add Docker : CUDA10.0 on Ubuntu16 【GCC482】 + Add Docker : CUDA10.1 on Ubuntu16 【GCC82】 + Add Docker : CUDA10.2 on Ubuntu16 【GCC82 】 + Add Docker : CUDA11.0 on Ubuntu18 【GCC82】 + Add Docker : ARM CPU on CentOS8 【GCC73】

+ Fix Bugs + Exception of batch GRPC requests + Exception of pipeline batch query + Wrong results of Predicting Yolov4 models on java client. + Codec is inconsistent between Python 2.7 and Python 3.x