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/IpGkWpLrQI5 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/YX119CBsAp1 replies, 29 likes
Nov 21 2019 Hacker News
Deep Learning and Its Implications for Computer Architecture and Chip Design https://arxiv.org/abs/1911.052890 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/dNg3rFUtxX0 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.pdf0 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/ytyNeZ8HSJ1 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/1911.052890 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/1911.052890 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/1911.052890 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/11970205146712186880 replies, 1 likes