Tayler Hetherington
Tayler Hetherington
Verified email at ece.ubc.ca - Homepage
Title
Cited by
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Year
GPUWattch: enabling energy optimizations in GPGPUs
J Leng, T Hetherington, A ElTantawy, S Gilani, NS Kim, TM Aamodt, ...
ACM SIGARCH Computer Architecture News 41 (3), 487-498, 2013
5772013
Cnvlutin: Ineffectual-neuron-free deep neural network computing
J Albericio, P Judd, T Hetherington, T Aamodt, NE Jerger, A Moshovos
ACM SIGARCH Computer Architecture News 44 (3), 1-13, 2016
4732016
Stripes: Bit-serial deep neural network computing
P Judd, J Albericio, T Hetherington, TM Aamodt, A Moshovos
2016 49th Annual IEEE/ACM International Symposium on Microarchitecture …, 2016
2542016
Characterizing and evaluating a key-value store application on heterogeneous CPU-GPU systems
TH Hetherington, TG Rogers, L Hsu, M O'Connor, TM Aamodt
2012 IEEE International Symposium on Performance Analysis of Systems …, 2012
1062012
Reduced-precision strategies for bounded memory in deep neural nets
P Judd, J Albericio, T Hetherington, T Aamodt, NE Jerger, R Urtasun, ...
arXiv preprint arXiv:1511.05236, 2015
882015
Proteus: Exploiting numerical precision variability in deep neural networks
P Judd, J Albericio, T Hetherington, TM Aamodt, NE Jerger, A Moshovos
Proceedings of the 2016 International Conference on Supercomputing, 1-12, 2016
772016
Memcachedgpu: Scaling-up scale-out key-value stores
TH Hetherington, M O'Connor, TM Aamodt
Proceedings of the Sixth ACM Symposium on Cloud Computing, 43-57, 2015
622015
GPGPU-Sim 3. x manual
TM Aamodt, WWL Fung, I Singh, A El-Shafiey, J Kwa, T Hetherington, ...
2012-08-08)[2013-08-08]. http:∥ gpgpu-sim. org/manual/index. php/GPGPU …, 2012
512012
Proteus: Exploiting precision variability in deep neural networks
P Judd, J Albericio, T Hetherington, T Aamodt, NE Jerger, R Urtasun, ...
Parallel Computing 73, 40-51, 2018
92018
Value-Based Deep-Learning Acceleration
A Moshovos, J Albericio, P Judd, AD Lascorz, S Sharify, T Hetherington, ...
IEEE Micro 38 (1), 41-55, 2018
62018
Exploiting Typical Values to Accelerate Deep Learning
A Moshovos, J Albericio, P Judd, AD Lascorz, S Sharify, Z Poulos, ...
Computer 51 (5), 18-30, 2018
32018
Edge: Event-driven gpu execution
TH Hetherington, M Lubeznov, D Shah, TM Aamodt
2019 28th International Conference on Parallel Architectures and Compilation …, 2019
12019
Identifying and Exploiting Ineffectual Computations to Enable Hardware Acceleration of Deep Learning
A Moshovos, J Albericio, P Judd, A Delmas, S Sharify, M Mahmoud, ...
2018 16th IEEE International New Circuits and Systems Conference (NEWCAS …, 2018
12018
Software-hardware co-design for energy efficient datacenter computing
TH Hetherington
University of British Columbia, 2019
2019
MEMORY IN DEEP NEURAL NETS
P Judd, J Albericio, T Hetherington, T Aamodt, NE Jerger, R Urtasun, ...
arXiv preprint arXiv:1511.05236, 2015
2015
An Investigation into Sustainable Lighting
T Hetherington, B Marchuk, H Saputra
2009
Hoefler, Torsten 369 Huang, Michael 110
TM Aamodt, R Afoakwa, G Agrawal, M Ahmad, J Ahn, JH Ahn, AM Aji, ...
Analysis of Reduced Precision Data Storage in Neural Networks
P Judd, J Albericio, T Hetherington, T Aamodt, NE Jerger, R Urtasun, ...
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