In-Datacenter Performance Analysis of a Tensor Processing Unit

Norman P. Jouppi, Cliff Young, Nishant Patil, David Patterson, Gaurav Agrawal, Raminder Bajwa, Sarah Bates, Suresh Bhatia, Nan Boden, Al Borchers, Rick Boyle, Pierre-luc Cantin, Clifford Chao, Chris Clark, Jeremy Coriell, Mike Daley, Matt Dau, Jeffrey Dean, Ben Gelb, Tara Vazir Ghaemmaghami, Rajendra Gottipati, William Gulland, Robert Hagmann, C. Richard Ho, Doug Hogberg, John Hu, Robert Hundt, Dan Hurt, Julian Ibarz, Aaron Jaffey, Alek Jaworski, Alexander Kaplan, Harshit Khaitan, Daniel Killebrew, Andy Koch, Naveen Kumar, Steve Lacy, James Laudon, James Law, Diemthu Le, Chris Leary, Zhuyuan Liu, Kyle Lucke, Alan Lundin, Gordon MacKean, Adriana Maggiore, Maire Mahony, Kieran Miller, Rahul Nagarajan, Ravi Narayanaswami, Ray Ni, Kathy Nix, Thomas Norrie, Mark Omernick, Narayana Penukonda, Andy Phelps, Jonathan Ross, Matt Ross, Amir Salek, Emad Samadiani, Chris Severn, Gregory Sizikov, Matthew Snelham, Jed Souter, Dan Steinberg, Andy Swing, Mercedes Tan, Gregory Thorson, Bo Tian, Horia Toma, Erick Tuttle, Vijay Vasudevan, Richard Walter, Walter Wang, Eric Wilcox, Doe Hyun Yoon. In-Datacenter Performance Analysis of a Tensor Processing Unit. In Proceedings of the 44th Annual International Symposium on Computer Architecture, ISCA 2017, Toronto, ON, Canada, June 24-28, 2017. pages 1-12, ACM, 2017. [doi]

@inproceedings{JouppiYPPABBBBB17,
  title = {In-Datacenter Performance Analysis of a Tensor Processing Unit},
  author = {Norman P. Jouppi and Cliff Young and Nishant Patil and David Patterson and Gaurav Agrawal and Raminder Bajwa and Sarah Bates and Suresh Bhatia and Nan Boden and Al Borchers and Rick Boyle and Pierre-luc Cantin and Clifford Chao and Chris Clark and Jeremy Coriell and Mike Daley and Matt Dau and Jeffrey Dean and Ben Gelb and Tara Vazir Ghaemmaghami and Rajendra Gottipati and William Gulland and Robert Hagmann and C. Richard Ho and Doug Hogberg and John Hu and Robert Hundt and Dan Hurt and Julian Ibarz and Aaron Jaffey and Alek Jaworski and Alexander Kaplan and Harshit Khaitan and Daniel Killebrew and Andy Koch and Naveen Kumar and Steve Lacy and James Laudon and James Law and Diemthu Le and Chris Leary and Zhuyuan Liu and Kyle Lucke and Alan Lundin and Gordon MacKean and Adriana Maggiore and Maire Mahony and Kieran Miller and Rahul Nagarajan and Ravi Narayanaswami and Ray Ni and Kathy Nix and Thomas Norrie and Mark Omernick and Narayana Penukonda and Andy Phelps and Jonathan Ross and Matt Ross and Amir Salek and Emad Samadiani and Chris Severn and Gregory Sizikov and Matthew Snelham and Jed Souter and Dan Steinberg and Andy Swing and Mercedes Tan and Gregory Thorson and Bo Tian and Horia Toma and Erick Tuttle and Vijay Vasudevan and Richard Walter and Walter Wang and Eric Wilcox and Doe Hyun Yoon},
  year = {2017},
  doi = {10.1145/3079856.3080246},
  url = {http://doi.acm.org/10.1145/3079856.3080246},
  researchr = {https://researchr.org/publication/JouppiYPPABBBBB17},
  cites = {0},
  citedby = {0},
  pages = {1-12},
  booktitle = {Proceedings of the 44th Annual International Symposium on Computer Architecture, ISCA 2017, Toronto, ON, Canada, June 24-28, 2017},
  publisher = {ACM},
  isbn = {978-1-4503-4892-8},
}