Yakun Sophia Shao
Yakun Sophia Shao
Assistant Professor, UC Berkeley
Verifierad e-postadress på berkeley.edu - Startsida
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Aladdin: A Pre-RTL, Power-Performance Accelerator Simulator Enabling Large Design Space Exploration of Customized Architectures
YS Shao, B Reagen, GY Wei, D Brooks
International Symposium on Computer Architecture (ISCA), 2014
2312014
MachSuite: Benchmarks for Accelerator Design and Customized Architectures
B Reagen, R Adolf, YS Shao, GY Wei, D Brooks
IEEE International Symposium on Workload Characterization (IISWC), 2014
1632014
Energy Characterization and Instruction-Level Energy Model of Intel’s Xeon Phi Processor
YS Shao, D Brooks
International Symposium on Low Power Electronics and Design (ISLPED), 2013
1432013
Co-Designing Accelerators and SoC Interfaces using gem5-Aladdin
YS Shao, SL Xi, V Srinivasan, GY Wei, D Brooks
International Symposium on Microarchitecture (MICRO), 2016
942016
ISA-Independent Workload Characterization and its Implications for Specialized Architectures
YS Shao, D Brooks
International Symposium on Performance Analysis of Systems and Software …, 2013
652013
Simba: Scaling deep-learning inference with multi-chip-module-based architecture
YS Shao, J Clemons, R Venkatesan, B Zimmer, M Fojtik, N Jiang, B Keller, ...
Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019
452019
Timeloop: A Systematic Approach to DNN Accelerator Evaluation
A Parashar, P Raina, YS Shao, YH Chen, VA Ying, A Mukkara, ...
International Symposium on Performance Analysis of Systems and Software (ISPASS), 2019
432019
The Aladdin Approach to Accelerator Design and Modeling
YS Shao, B Reagen, GY Wei, D Brooks
IEEE Micro, 2015
372015
A modular digital VLSI flow for high-productivity SoC design
B Khailany, E Krimer, R Venkatesan, J Clemons, JS Emer, M Fojtik, ...
2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), 1-6, 2018
292018
Toward Cache-Friendly Hardware Accelerators
YS Shao, S Xi, V Srinivasan, GY Wei, D Brooks
HPCA Sensors and Cloud Architectures Workshop (SCAW), 2015
282015
Quantifying Acceleration: Power/Performance Trade-Offs of Application Kernels in Hardware
B Reagen, YS Shao, GY Wei, D Brooks
International Symposium on Low Power Electronics and Design (ISLPED), 2013
232013
A 0.11 pj/op, 0.32-128 tops, scalable multi-chip-module-based deep neural network accelerator with ground-reference signaling in 16nm
B Zimmer, R Venkatesan, YS Shao, J Clemons, M Fojtik, N Jiang, B Keller, ...
2019 Symposium on VLSI Circuits, C300-C301, 2019
212019
Research infrastructures for hardware accelerators
YS Shao, D Brooks
Synthesis Lectures on Computer Architecture 10 (4), 1-99, 2015
212015
NeuroVectorizer: End-to-end vectorization with deep reinforcement learning
A Haj-Ali, NK Ahmed, T Willke, YS Shao, K Asanovic, I Stoica
Proceedings of the 18th ACM/IEEE International Symposium on Code Generation …, 2020
202020
SNAP: A 1.67—21.55 TOPS/W sparse neural acceleration processor for unstructured sparse deep neural network inference in 16nm CMOS
JF Zhang, CE Lee, C Liu, YS Shao, SW Keckler, Z Zhang
2019 Symposium on VLSI Circuits, C306-C307, 2019
192019
Magnet: A modular accelerator generator for neural networks
R Venkatesan, YS Shao, M Wang, J Clemons, S Dai, M Fojtik, B Keller, ...
2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019
182019
Buffets: An Efficient and Composable Storage Idiom for Explicit Decoupled Data Orchestration
M Pellauer, YS Shao, J Clemons, N Crago, K Hegde, R Ventakesan, ...
International Conference on Architectural Support for Programming Languages …, 2019
152019
Stitch-X: An Accelerator Architecture for Exploiting Unstructured Sparsity in Deep Neural Networks
CE Lee, YS Shao, JF Zhang, A Parashar, J Emer, SW Keckler, Z Zhang
142018
Gemmini: An agile systolic array generator enabling systematic evaluations of deep-learning architectures
H Genc, A Haj-Ali, V Iyer, A Amid, H Mao, J Wright, C Schmidt, J Zhao, ...
arXiv preprint arXiv:1911.09925, 2019
132019
Chipyard: Integrated Design, Simulation, and Implementation Framework for Custom SoCs
A Amid, D Biancolin, A Gonzalez, D Grubb, S Karandikar, H Liew, ...
IEEE Micro 40 (4), 10-21, 2020
72020
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