Training deep neural networks with 8-bit floating point numbers
Naigang Wang, Jungwook Choi, et al.
NeurIPS 2018
An integrated voltage regulator (IVR) is presented that uses custom fabricated thin-film magnetic power inductors. The inductors are fabricated on a silicon interposer and integrated with a multi-phase buck converter IC by 2.5D chip stacking. Several inductor design variations have been fabricated and tested. The best performance has been achieved with a set of eight coupled inductors that each occupies 0.245 mm2 and provides 12.5 nH with 270 mΩ DC. With early inductor prototypes, the IVR efficiency for a 1.8 V:1.0 V conversion ratio peaks at 71% with FEOL current density of 10.8 A/mm 2 and inductor current density of 1.53 A/mm2. At maximum load current, 69% conversion efficiency and 1.8 V:1.2 V conversion ratio the FEOL current density reaches 22.6 A/mm2 and inductor current density reaches 3.21 A/mm2. © 1966-2012 IEEE.
Naigang Wang, Jungwook Choi, et al.
NeurIPS 2018
D.C. Worledge, M. Gajek, et al.
IMW 2012
Naigang Wang, Eugene J. O'Sullivan, et al.
Journal of Applied Physics
Ankur Agrawal, Bruce Fleischer, et al.
ARITH 2019