Alberto Delmas
发表
Bit-Tactical: Exploiting Ineffectual Computations in Convolutional Neural Networks: Which, Why, and How
pdf
Alberto Delmas,
Patrick Judd,
Dylan Malone Stuart,
2018,
ArXiv.
Andreas Moshovos,
Alberto Delmas,
Patrick Judd,
2016,
2017 50th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO).
Alberto Delmas,
Javier Resano,
Javier Olivito,
2014,
2014 International Conference on Field-Programmable Technology (FPT).
Identifying and Exploiting Ineffectual Computations to Enable Hardware Acceleration of Deep Learning
Natalie D. Enright Jerger,
Alberto Delmas,
Patrick Judd,
2018,
2018 16th IEEE International New Circuits and Systems Conference (NEWCAS).
Alberto Delmas,
Patrick Judd,
Sayeh Sharify,
2018,
1804.06732.
Alberto Delmas,
Patrick Judd,
Sayeh Sharify,
2018,
ArXiv.
Dynamic Stripes: Exploiting the Dynamic Precision Requirements of Activation Values in Neural Networks
pdf
Alberto Delmas,
Patrick Judd,
Sayeh Sharify,
2017,
ArXiv.
Tartan: Accelerating Fully-Connected and Convolutional Layers in Deep Learning Networks by Exploiting Numerical Precision Variability
pdf
Alberto Delmas,
Patrick Judd,
Sayeh Sharify,
2016,
ArXiv.