Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling

Autor: Shen, Jonathan, Nguyen, Patrick, Wu, Yonghui, Chen, Zhifeng, Chen, Mia X., Jia, Ye, Kannan, Anjuli, Sainath, Tara, Cao, Yuan, Chiu, Chung-Cheng, He, Yanzhang, Chorowski, Jan, Hinsu, Smit, Laurenzo, Stella, Qin, James, Firat, Orhan, Macherey, Wolfgang, Gupta, Suyog, Bapna, Ankur, Zhang, Shuyuan, Pang, Ruoming, Weiss, Ron J., Prabhavalkar, Rohit, Liang, Qiao, Jacob, Benoit, Liang, Bowen, Lee, HyoukJoong, Chelba, Ciprian, Jean, Sébastien, Li, Bo, Johnson, Melvin, Anil, Rohan, Tibrewal, Rajat, Liu, Xiaobing, Eriguchi, Akiko, Jaitly, Navdeep, Ari, Naveen, Cherry, Colin, Haghani, Parisa, Good, Otavio, Cheng, Youlong, Alvarez, Raziel, Caswell, Isaac, Hsu, Wei-Ning, Yang, Zongheng, Wang, Kuan-Chieh, Gonina, Ekaterina, Tomanek, Katrin, Vanik, Ben, Wu, Zelin, Jones, Llion, Schuster, Mike, Huang, Yanping, Chen, Dehao, Irie, Kazuki, Foster, George, Richardson, John, Macherey, Klaus, Bruguier, Antoine, Zen, Heiga, Raffel, Colin, Kumar, Shankar, Rao, Kanishka, Rybach, David, Murray, Matthew, Peddinti, Vijayaditya, Krikun, Maxim, Bacchiani, Michiel A. U., Jablin, Thomas B., Suderman, Rob, Williams, Ian, Lee, Benjamin, Bhatia, Deepti, Carlson, Justin, Yavuz, Semih, Zhang, Yu, McGraw, Ian, Galkin, Max, Ge, Qi, Pundak, Golan, Whipkey, Chad, Wang, Todd, Alon, Uri, Lepikhin, Dmitry, Tian, Ye, Sabour, Sara, Chan, William, Toshniwal, Shubham, Liao, Baohua, Nirschl, Michael, Rondon, Pat

Lingvo is a Tensorflow framework offering a complete solution for collaborative deep learning research, with a particular focus towards sequence-to-sequence models. Lingvo models are composed of modular building blocks that are flexible and easily ex

Externí odkaz: http://arxiv.org/abs/1902.08295

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