* [dev] add ppyoloe_plus configs and alter NormalizeImage

* alter other NormalizeImage

* alter cpp NormalizeImage

* fix yolox cpp infer

* fix cpp infer order, test=document_fix

* support mask rcnn bs>2

* fix resize op in c++ deploy

* fix preprocess in mask rcnn

* fix cascade mask rcnn when box is empty

* update merge batch

* fix picodet cpp infer

* support rcnn bs=2 in cpp infer

* check dynamic shape in padbatch

* replace fluid by paddle

* fix time display in pptracking cpp

* fix timer in bs=2

* update citation

* update citation

infer deploy:fix trt keypointbatchsize; lite deploy: update total pipeline time from per person to per image (#4339)

* add fairmot deploy

* separate main_jde

* update copyright & add PrintBenchmark

* refine lap

* update picodet inference deploy

* add keypoint top-down cpp infer; total:5ms,pre:0.7ms,infer:3.8ms,post:0.01ms

* add dark_pose support

Revert "add keypoint top-down cpp infer; total:5ms,pre:0.7ms,infer:3.8ms,post:0.01ms (#4058)" (#4216)

This reverts commit 08619b4e.

* fix not find dirent.h on windows

* using cv::glob replace fileststem, fileststem need std++17

* fix bug when benchmark=True

* split warmup and repeat

* support xpu inference

* Automatically set use_dynamic_shape

* fix batch_size when trt infer

* bs>1 for YOLO

* s2anet fix export and deploy

* remove redundant code

* fix cpp for s2anet deploy

* fix bug of get_categories

* rename poly_to_rbox to poly2rbox

* add some comment for function

* add inference benchmark

* fix paddle inference name problem, and update doc

* set default value

* fix inference lib name in static

* update deploy doc, fix build error of windows

* add annotation of PADDLE_LIB_NAME

* set min_subgraph_size=33 as default, fix bug of fcos_dcn_r50_fpn_1x