Jesse G. Beu

29 papers A* 2B 3Journal 12Unranked 11
YearRankTypeTitle / Venue / Authors
2021 J jnl
Compressing RNNs to Kilobyte Budget for IoT Devices Using Kronecker Products.
ACM J. Emerg. Technol. Comput. Syst.
Urmish Thakker, Igor Fedorov, Chu Zhou, Dibakar Gope, Matthew Mattina, Ganesh Dasika, Jesse G. Beu
2021 — conf
Doping: A technique for Extreme Compression of LSTM Models using Sparse Structured Additive Matrices.
MLSys
Urmish Thakker, Paul N. Whatmough, Zhi Gang Liu, Matthew Mattina, Jesse G. Beu
2021 J jnl
Doping: A technique for efficient compression of LSTM models using sparse structured additive matrices.
CoRR
Urmish Thakker, Paul N. Whatmough, Zhi Gang Liu, Matthew Mattina, Jesse G. Beu
2020 J jnl
Compressing Language Models using Doped Kronecker Products.
CoRR
Urmish Thakker, Paul N. Whatmough, Matthew Mattina, Jesse G. Beu
2020 J jnl
High Throughput Matrix-Matrix Multiplication between Asymmetric Bit-Width Operands.
CoRR
Dibakar Gope, Jesse G. Beu, Matthew Mattina
2020 — conf
Pushing the Envelope of Dynamic Spatial Gating technologies.
AIChallengeIoT@SenSys
Xueqin Huang, Urmish Thakker, Dibakar Gope, Jesse G. Beu
2020 — conf
Rank and run-time aware compression of NLP Applications.
SustaiNLP@EMNLP
Urmish Thakker, Jesse G. Beu, Dibakar Gope, Ganesh Dasika, Matthew Mattina
2020 J jnl
Rank and run-time aware compression of NLP Applications.
CoRR
Urmish Thakker, Jesse G. Beu, Dibakar Gope, Ganesh Dasika, Matthew Mattina
2020 — conf
Ternary MobileNets via Per-Layer Hybrid Filter Banks.
CVPR Workshops
Dibakar Gope, Jesse G. Beu, Urmish Thakker, Matthew Mattina
2020 — conf
Understanding the Impact of Dynamic Channel Pruning on Conditionally Parameterized Convolutions.
AIChallengeIoT@SenSys
Ravi Raju, Dibakar Gope, Urmish Thakker, Jesse G. Beu
2019 J jnl
Compressing RNNs for IoT devices by 15-38x using Kronecker Products.
CoRR
Urmish Thakker, Jesse G. Beu, Dibakar Gope, Chu Zhou, Igor Fedorov, Ganesh Dasika, Matthew Mattina
2019 — conf
Efficient Winograd or Cook-Toom Convolution Kernel Implementation on Widely Used Mobile CPUs.
EMC2@HPCA/CVPR/ISCA
Partha Maji, Andrew Mundy, Ganesh Dasika, Jesse G. Beu, Matthew Mattina, Robert Mullins
2019 J jnl
Efficient Winograd or Cook-Toom Convolution Kernel Implementation on Widely Used Mobile CPUs.
CoRR
Partha Maji, Andrew Mundy, Ganesh Dasika, Jesse G. Beu, Matthew Mattina, Robert Mullins
2019 J jnl
Measuring scheduling efficiency of RNNs for NLP applications.
CoRR
Urmish Thakker, Ganesh Dasika, Jesse G. Beu, Matthew Mattina
2019 — conf
Pushing the limits of RNN Compression.
EMC2@NeurIPS
Urmish Thakker, Igor Fedorov, Jesse G. Beu, Dibakar Gope, Chu Zhou, Ganesh Dasika, Matthew Mattina
2019 J jnl
Pushing the limits of RNN Compression.
CoRR
Urmish Thakker, Igor Fedorov, Jesse G. Beu, Dibakar Gope, Chu Zhou, Ganesh Dasika, Matthew Mattina
2019 — conf
Run-Time Efficient RNN Compression for Inference on Edge Devices.
EMC2@HPCA/CVPR/ISCA
Urmish Thakker, Jesse G. Beu, Dibakar Gope, Ganesh Dasika, Matthew Mattina
2019 J jnl
Run-Time Efficient RNN Compression for Inference on Edge Devices.
CoRR
Urmish Thakker, Jesse G. Beu, Dibakar Gope, Ganesh Dasika, Matthew Mattina
2019 — conf
Skipping RNN State Updates without Retraining the Original Model.
SenSys-ML
Jin Tao, Urmish Thakker, Ganesh Dasika, Jesse G. Beu
2019 J jnl
Ternary MobileNets via Per-Layer Hybrid Filter Banks.
CoRR
Dibakar Gope, Jesse G. Beu, Urmish Thakker, Matthew Mattina
2014 B conf
Manifold: A parallel simulation framework for multicore systems.
ISPASS
Jun Wang, Jesse G. Beu, Rishiraj A. Bheda, Tom Conte, Zhenjiang Dong, Chad D. Kersey, Mitchelle Rasquinha, George F. Riley, William J. Song, He Xiao, Peng Xu, Sudhakar Yalamanchili
2013 — —
Design of heterogeneous coherence hierarchies using manager-client pairing.
Jesse G. Beu
2013 A* conf
High-speed formal verification of heterogeneous coherence hierarchies.
HPCA
Jesse G. Beu, Jason A. Poovey, Eric R. Hein, Thomas M. Conte
2012 B conf
Accelerating Multi-threaded Application Simulation through Barrier-Interval Time-Parallelism.
MASCOTS
Paul D. Bryan, Jason A. Poovey, Jesse G. Beu, Thomas M. Conte
2012 — conf
Designing Configurable, Modifiable and Reusable Components for Simulation of Multicore Systems.
SC Companion
Jun Wang, Jesse G. Beu, Sudhakar Yalamanchili, Tom Conte
2012 B conf
Extrapolation Pitfalls When Evaluating Limited Endurance Memory.
MASCOTS
Rishiraj A. Bheda, Jesse G. Beu, Brian P. Railing, Thomas M. Conte
2011 — conf
Energy efficient Phase Change Memory based main memory for future high performance systems.
IGCC
Rishiraj A. Bheda, Jason A. Poovey, Jesse G. Beu, Thomas M. Conte
2011 A* conf
Manager-client pairing: a framework for implementing coherence hierarchies.
MICRO
Jesse G. Beu, Michel C. Rosier, Thomas M. Conte
2005 J jnl
Spectral prefetcher: An effective mechanism for L2 cache prefetching.
ACM Trans. Archit. Code Optim.
Saurabh Sharma, Jesse G. Beu, Thomas M. Conte