* add distributed training and gpu decoding and pre-processing of video

* Add document for DALI installation

* test=develop update one_hot usage according to 1.8

* test=develop update dataloader api by 1.8

* test=develop fix image shape

* fix init

* update

* fix

* add new cls link
* fix content
* fix cv readme
* fix moodels readme

* fix init

* update

* add fid_score for gan

* update readme

* fix models because the gradient clip strategy has been upgraded,test=develop

* fix models because the gradient clip strategy has been upgraded,test=develop

* fix ocr pretrain_model problem

* fix ocr pretrain_model problem

* update readme for paddlecv

* update readme for models

* update readme for models

* add links for plsc paddlslim

* update readme for paddlecv

* update readme for models

* update readme for models

* update image segmentation document
* Update README.md
* update image segmentation docs

* fit for new GradMaker & add 3D README. test=develop

* fix cls doc
* del dead link
* fix develop link
* add autodl link

* Update README.md

* Update README.md

* fix gpu num check bug

* fix face_detection grammatical errors (#4405)
Co-authored-by: NGuanghua Yu <742925032@qq.com>

* Rename folder name in PaddleCV
* rename PaddleVideo to video
* rename PaddleGAN to gan
* rename Paddle3D to 3d_vision
* remove PaddleSlim

* Add PaddleDetection/release/0.2 as submodule

* Update link in models/README.md and models/PaddleCV/README.md

* Update README.md (#4267)

* test=develop (#4269)

* 3d use new api (#4275)

* PointNet++ and PointRCNN use new API

* Update Readme of Dygraph BERT (#4277)

Fix some typos.

* Update run_classifier_multi_gpu.sh (#4279)

remove the CUDA_VISIBLE_DEVICES

* Update README.md (#4280)

* 17 update api (#4294)

* update1.7 save/load & fluid.data

* update datafeed to dataloader

* Update resnet_acnet.py (#4297)

Bias attr of square conv should be "False" rather than None during training mode.

* move danet to Paddle/Contrib (#4285)

* update new api for rrpn (#4296)

update new api for rrpn

* Fix transformer save_inference_model (#4306)

* upgrade save and load interface (#4311)

* upgrade dcn and xdeepfm, change from all old save/load api to fluid.save and fluid.load
* test=develop

* modify save and load to 1.7 api for rrpn (#4310)

* modify save and load to 1.7 api

* add func to load parm

* Add VOT models (#4257)

* First version for VOT models.
* Include SiamFC and ATOM.
* A unified architecture for ATOM and Siames series models.

* update vot code (#4338)

* [VOT]Remove local.py generate step, add tracking gif to README (#4344)

* update vot code
* remove local.py generate step, add tracking gif to README
* fix word usage in readme
* add got10k download website
* add pip install paddlepaddle-gpu
* fix word usage

* do not print stack frame when train process killed (#4346)

* do not print stack frame when train process killed
* add note about VOT does not support windows platform!

* test=develop add word2vec demo
Co-authored-by: NKaipeng Deng <dengkaipeng@baidu.com>
Co-authored-by: Nzhang wenhui <frankwhzhang@126.com>
Co-authored-by: Nparap1uie-s <parap1uie-s@users.noreply.github.com>
Co-authored-by: Nwangguanzhong <jerrywgz@126.com>
Co-authored-by: Nchengjuntao <18222160892@163.com>
Co-authored-by: Nliu zhengxi <380185688@qq.com>
Co-authored-by: Nxujiaqi01 <173596896@qq.com>
Co-authored-by: NDouble_V <liuvv0203@163.com>

* fix fluid.io.save/load into fluid.save/load

* make the filename of saved params consistent with that in readme

* do not print stack frame when train process killed
* add note about VOT does not support windows platform!

* remove yolov3, ssd, rcnn and PaddleDetection.
* remove ICNet, deeplabv3+.
* remove Research
* remove empty folder.

* Add VOT models (#4257)
* First version for VOT models.
* Include SiamFC and ATOM.
* A unified architecture for ATOM and Siames series models.
* update vot code (#4338)
* [VOT]Remove local.py generate step, add tracking gif to README (#4344)
* update vot code
* remove local.py generate step, add tracking gif to README
* fix word usage in readme
* add got10k download website
* add pip install paddlepaddle-gpu
* fix word usage

* Update README.md (#4267)

* test=develop (#4269)

* 3d use new api (#4275)

* PointNet++ and PointRCNN use new API

* Update Readme of Dygraph BERT (#4277)

Fix some typos.

* Update run_classifier_multi_gpu.sh (#4279)

remove the CUDA_VISIBLE_DEVICES

* Update README.md (#4280)

* 17 update api (#4294)

* update1.7 save/load & fluid.data

* update datafeed to dataloader

* Update resnet_acnet.py (#4297)

Bias attr of square conv should be "False" rather than None during training mode.

* test=develop
Co-authored-by: NKaipeng Deng <dengkaipeng@baidu.com>
Co-authored-by: Nzhang wenhui <frankwhzhang@126.com>
Co-authored-by: Nparap1uie-s <parap1uie-s@users.noreply.github.com>

* update new API for ocr
* fix the code style

* sync_1.7

* update save

* PointNet++ and PointRCNN use new API