Update mnist_dygraph.py
fix bug
* add ce to se_resnext
* delete useless comments and fix unique_name bugs

* test=develop

* test=develop

* test=develop

* update readme of dmtk

* add ce for neural_machine_translation/rnn_search

* add rnn_search

* add ce for rnn_search

* add ce for rnn_search

* add ce for rnn_search

* add ce for rnn_search

* Fix some docs
* Unify COCO and VOC
* Change PASCAL to Pascal
* Unify dataset/coco

* test=develop

* test=develop

* test=develop

* test=develop

* test=develop

* add mobilenet_v2_x0_5, resnext50_32x4d, resnext50_64x4d, xception41 pretrained models
* Update README_cn.md

fix pickle.load to fit both python3 and 2

* Update README.md

* modify models

* modify readme contents test=develop

* fix word2vec Readme

* fix windows numpy int64 bug

* fix_save

* Transfer resnext50 multi-process multi-gpu changes from benchmark to models
Signed-off-by: Nzhaoyuchen <zhaoyuchen01@baidu.com>

* refine code
Signed-off-by: Nzhaoyuchen <zhaoyuchen01@baidu.com>

* improve quality of images

* update url for install doc

* add readme for ctcn metrics calculation

* fix code format in metrics/detections/README.md

* fix code format and add ``` in code lines

* Upload mmpms

* Adapt to py2

* change seq2seq to padding impl; test=develop

* add bleu result; test=develop

* fix formate; test=develop

* fix formate; test=develop

* Reduce buf size in image_classification/reader
* Fix format

* refine README & use a better visualization for doc

* fix typo in GETTING STARTED

* Update README.md and GETTING_STARTED.md for PaddleDetection.

* fix description of video in models/readme to be same as PaddleVideo/readme
* add c2d and i3d backbone in nonloal/readme
* fix table format of nonlocal/readme

* fix model zoo doc