add new seq2seq example: rnn_search (#3574)
* 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
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