Papers of the day   All papers

The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design

Comments

Nov 20 2019 hardmaru

The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design Paper from @JeffDean provides his views on specialized hardware for ML, how ML can play a role in chip design and manufacturing, and future ML research directions https://arxiv.org/abs/1911.05289 https://t.co/IpGkWpLrQI
5 replies, 488 likes


Nov 07 2019 OGAWA, Tadashi

=> Domain Specific Architectures for DNNs: Three Generations of TPUs, David Patterson, Distinguished Lecture, UW, Oct 29, 2019 https://www.youtube.com/watch?v=VCScWh966u4 TPUv2 (46 TF (16b), TDP: 280 W, <611 mm^2, >12 nm) 4x ICI link: 500 Gb/s both-dir, 13% TPUv3 (123 TF (16b), 40 W, <648, >12) https://t.co/YX119CBsAp
1 replies, 29 likes


Nov 21 2019 Hacker News

Deep Learning and Its Implications for Computer Architecture and Chip Design https://arxiv.org/abs/1911.05289
0 replies, 11 likes


Nov 20 2019 LightOn

We love it! Our own co-design approach also includes the exciting electro-optical technology stack. https://t.co/dNg3rFUtxX
0 replies, 10 likes


Nov 19 2019 Dave Gershgorn

Google's Jeff Dean essentially posted a blog on ArXiv the other day, talking about Google's investments in custom silicon. "The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design" https://arxiv.org/pdf/1911.05289.pdf
0 replies, 8 likes


Nov 20 2019 OGAWA, Tadashi

=> "The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design", Jeffrey Dean, Google, Nov 13, 2019 https://arxiv.org/abs/1911.05289 Companion paper to a keynote at the ISSCC 2020. https://twitter.com/ogawa_tter/status/1187541384212836353 David Patterson https://twitter.com/ogawa_tter/status/1192329877963149312 TPUv2 / v3 https://t.co/ytyNeZ8HSJ
1 replies, 4 likes


Nov 17 2019 Muzaffer Kal

The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design https://arxiv.org/abs/1911.05289
0 replies, 2 likes


Nov 21 2019 jafbm🧢

machine learning may be able to help with some aspects of the circuit design process #AI https://arxiv.org/abs/1911.05289
0 replies, 1 likes


Nov 21 2019 Milos Gajdos

Jeff Dean wrote a paper about the implications of Deep Learning on Computer architecture and chip design https://arxiv.org/abs/1911.05289
0 replies, 1 likes


Nov 26 2019 HotComputerScience

Most popular computer science paper of the day: "The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design" https://hotcomputerscience.com/paper/the-deep-learning-revolution-and-its-implications-for-computer-architecture-and-chip-design https://twitter.com/hardmaru/status/1197020514671218688
0 replies, 1 likes


Content