* add reciprocal links for both READMEs

* add new grounding model TALL for PaddleVideo

* modify configs and add infer data

* delete inference data of tall

* delete some redundant notes after gf's review

* refine code of metrics for prediction and evaluation

* delete notes of multi-process reader

fix bug of bmn/bsn from QA, modify reader to match windows and refine code for predict and eval (#3740)

* re-commit seq2eq example: rnn search

* add new_seq2seq examples: rnn_search and vae_text

* modify dataset description in vae_text/README.md

* modify vae_text/README.md and vae_text/download.py

* update vae_text/infer.sh and vae_text/README.md

* add multi-gpu support for rnn_search; fix windows support for rnn_search and vae_text

* remove parallel argument in args.py

* remove hard codes

* remove hard codes

* update download.py for windows download

* fix model path for windows in vae_text/infer.py

* fix python2 utf-encoding

* change rnn_search to seq2seq; change vae_text to variational seq2seq

* change rnn_search to seq2seq; change vae_text to variational seq2seq

* mv variational seq2seq to variational_seq2seq

* fix spade infer (#3575)

* fix spade

* update SPADE

* update spade

* update infer

* update infer

* update infer

* fix_spade_init

* re-commit seq2eq example: rnn search

* add new_seq2seq examples: rnn_search and vae_text

* modify dataset description in vae_text/README.md

* modify vae_text/README.md and vae_text/download.py

* update vae_text/infer.sh and vae_text/README.md

* add multi-gpu support for rnn_search; fix windows support for rnn_search and vae_text

* remove parallel argument in args.py

* remove hard codes

* remove hard codes

* update download.py for windows download

* fix model path for windows in vae_text/infer.py

* fix python2 utf-encoding

* fix io.open,test=develop

* Add files via upload

* Delete unicom_compute_pos_neg.py

* Delete unicom_split.py

* Add files via upload

* Update README.md

* Delete reader.py

* Delete run.sh

* Delete run_classifier.py

* Delete utils.py

* Add files via upload

* Update config.py

* Update run.sh

* update emotion-detection readme and fix open problem

* update downloads.py

* fix bug on ernie based inferring

* replace open with io.open to be compatible with  windows

* Rename language_representations_kit to PaddleLARK

* Update link to ernie

* Revert change in bert/train.sh

* add infer time test=release/1.6

* fix model name in doc  test=release/1.6

* Fix div zero error in lr decay

* Update readme

* update downloads.py

* fix bug on ernie based inferring

* Upload mode: Dialogue-BLATO.

* Update README.md.

* update to 1.6 APIs and fix bugs with tensorboard. (#3663)

* ini commit for deepvoice, add tensorboard to requirements

* fix urls for code we adapted from

* fix makedirs for python2, fix README

* fix open with encoding for python2 compatability

* fix python2's str(), use encode for unicode, and str() for int

* fix python2 encoding issue, add model architecture and project structure for README

* add model structure, add explanation for hyperparameter priority order.

* fix repitiio n in README_cn, and reorder that in README

* README update; fix integer division issues for python2 compatability

* fix data type for input data, specifier the int type as np.int64 to be platform agnostic

* fix README for preprocess.py, use io.open instead of open for python2 compatability.

* update commanline options, use new save/load API

* fix IO conflict bug for data parallel training

* only construct summary writer in process 0 to further avoid conflict

* update details about checkpoint in README (#3673)

* ini commit for deepvoice, add tensorboard to requirements

* fix urls for code we adapted from

* fix makedirs for python2, fix README

* fix open with encoding for python2 compatability

* fix python2's str(), use encode for unicode, and str() for int

* fix python2 encoding issue, add model architecture and project structure for README

* add model structure, add explanation for hyperparameter priority order.

* fix repitiio n in README_cn, and reorder that in README

* README update; fix integer division issues for python2 compatability

* fix data type for input data, specifier the int type as np.int64 to be platform agnostic

* fix README for preprocess.py, use io.open instead of open for python2 compatability.

* update commanline options, use new save/load API

* fix IO conflict bug for data parallel training

* only construct summary writer in process 0 to further avoid conflict

* fix typos and update details for checkpoints

* update installation guide

* add windows support on language model download dataset.

* update new fluid.data and data_loader interface and add check_version