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OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization
OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization
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Ata de Congresso 		Adicionar ao Meu Espaço

OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization

Guo, Cong ; Tang, Jiaming ; Hu, Weiming ; Leng, Jingwen ; Zhang, Chen ; Yang, Fan ; Liu, Yunxin ; Guo, Minyi ; Zhu, Yuhao

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023, p.1-15

New York, NY, USA: ACM

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2
A Heterogeneous Group CNN for Image Super-Resolution
A Heterogeneous Group CNN for Image Super-Resolution
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Artigo 		Adicionar ao Meu Espaço

A Heterogeneous Group CNN for Image Super-Resolution

Tian, Chunwei ; Zhang, Yanning ; Zuo, Wangmeng ; Lin, Chia-Wen ; Zhang, David ; Yuan, Yixuan

IEEE transaction on neural networks and learning systems, 2024-05, Vol.35 (5), p.6507-6519

United States: IEEE

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3
Training personalized recommendation systems from (GPU) scratch: look forward not backwards
Training personalized recommendation systems from (GPU) scratch: look forward not backwards
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Training personalized recommendation systems from (GPU) scratch: look forward not backwards

Kwon, Youngeun ; Rhu, Minsoo

Proceedings of the 49th Annual International Symposium on Computer Architecture, 2022, p.860-873

New York, NY, USA: ACM

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4
Anton 3: twenty microseconds of molecular dynamics simulation before lunch
Anton 3: twenty microseconds of molecular dynamics simulation before lunch
Material Type:
Ata de Congresso 		Adicionar ao Meu Espaço

Anton 3: twenty microseconds of molecular dynamics simulation before lunch

Shaw, David E. ; Adams, Peter J. ; Azaria, Asaph ; Bank, Joseph A. ; Batson, Brannon ; Bell, Alistair ; Bergdorf, Michael ; Bhatt, Jhanvi ; Butts, J. Adam ; Correia, Timothy ; Dirks, Robert M. ; Dror, Ron O. ; Eastwood, Michael P. ; Edwards, Bruce ; Even, Amos ; Feldmann, Peter ; Fenn, Michael ; Fenton, Christopher H. ; Forte, Anthony ; Gagliardo, Joseph ; Gill, Gennette ; Gorlatova, Maria ; Greskamp, Brian ; Grossman, J.P. ; Gullingsrud, Justin ; Harper, Anissa ; Hasenplaugh, William ; Heily, Mark ; Heshmat, Benjamin Colin ; Hunt, Jeremy ; Ierardi, Douglas J. ; Iserovich, Lev ; Jackson, Bryan L. ; Johnson, Nick P. ; Kirk, Mollie M. ; Klepeis, John L. ; Kuskin, Jeffrey S. ; Mackenzie, Kenneth M. ; Mader, Roy J. ; McGowen, Richard ; McLaughlin, Adam ; Moraes, Mark A. ; Nasr, Mohamed H. ; Nociolo, Lawrence J. ; O'Donnell, Lief ; Parker, Andrew ; Peticolas, Jon L. ; Pocina, Goran ; Predescu, Cristian ; Quan, Terry ; Salmon, John K. ; Schwink, Carl ; Shim, Keun Sup ; Siddique, Naseer ; Spengler, Jochen ; Szalay, Tamas ; Tabladillo, Raymond ; Tartler, Reinhard ; Taube, Andrew G. ; Theobald, Michael ; Towles, Brian ; Vick, William ; Wang, Stanley C. ; Wazlowski, Michael ; Weingarten, Madeleine J. ; Williams, John M. ; Yuh, Kevin A.

Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, 2021, p.1-11

New York, NY, USA: ACM

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5
Transmuter: Bridging the Efficiency Gap using Memory and Dataflow Reconfiguration
Transmuter: Bridging the Efficiency Gap using Memory and Dataflow Reconfiguration
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Transmuter: Bridging the Efficiency Gap using Memory and Dataflow Reconfiguration

Pal, Subhankar ; Feng, Siying ; Park, Dong-hyeon ; Kim, Sung ; Amarnath, Aporva ; Yang, Chi-Sheng ; He, Xin ; Beaumont, Jonathan ; May, Kyle ; Xiong, Yan ; Kaszyk, Kuba ; Morton, John Magnus ; Sun, Jiawen ; O'Boyle, Michael ; Cole, Murray ; Chakrabarti, Chaitali ; Blaauw, David ; Kim, Hun-Seok ; Mudge, Trevor ; Dreslinski, Ronald

Proceedings of the ACM International Conference on Parallel Architectures and Compilation Techniques, 2020, p.175-190

New York, NY, USA: ACM

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6
A Survey on Evolutionary Neural Architecture Search
A Survey on Evolutionary Neural Architecture Search
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A Survey on Evolutionary Neural Architecture Search

Liu, Yuqiao ; Sun, Yanan ; Xue, Bing ; Zhang, Mengjie ; Yen, Gary G. ; Tan, Kay Chen

IEEE transaction on neural networks and learning systems, 2023-02, Vol.34 (2), p.550-570

United States: IEEE

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7
Scene Recognition by Manifold Regularized Deep Learning Architecture
Scene Recognition by Manifold Regularized Deep Learning Architecture
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Scene Recognition by Manifold Regularized Deep Learning Architecture

Yuan, Yuan ; Mou, Lichao ; Lu, Xiaoqiang

IEEE transaction on neural networks and learning systems, 2015-10, Vol.26 (10), p.2222-2233

United States: IEEE

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8
Completely Automated CNN Architecture Design Based on Blocks
Completely Automated CNN Architecture Design Based on Blocks
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Completely Automated CNN Architecture Design Based on Blocks

Sun, Yanan ; Xue, Bing ; Zhang, Mengjie ; Yen, Gary G.

IEEE transaction on neural networks and learning systems, 2020-04, Vol.31 (4), p.1242-1254

United States: IEEE

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9
Hierarchical Sliding-Mode Surface-Based Adaptive Actor-Critic Optimal Control for Switched Nonlinear Systems With Unknown Perturbation
Hierarchical Sliding-Mode Surface-Based Adaptive Actor-Critic Optimal Control for Switched Nonlinear Systems With Unknown Perturbation
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Hierarchical Sliding-Mode Surface-Based Adaptive Actor-Critic Optimal Control for Switched Nonlinear Systems With Unknown Perturbation

Zhang, Haoyan ; Zhao, Xudong ; Wang, Huanqing ; Zong, Guangdeng ; Xu, Ning

IEEE transaction on neural networks and learning systems, 2024-02, Vol.35 (2), p.1559-1571

United States: IEEE

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10
TDGraph: a topology-driven accelerator for high-performance streaming graph processing
TDGraph: a topology-driven accelerator for high-performance streaming graph processing
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TDGraph: a topology-driven accelerator for high-performance streaming graph processing

Zhao, Jin ; Yang, Yun ; Zhang, Yu ; Liao, Xiaofei ; Gu, Lin ; He, Ligang ; He, Bingsheng ; Jin, Hai ; Liu, Haikun ; Jiang, Xinyu ; Yu, Hui

Proceedings of the 49th Annual International Symposium on Computer Architecture, 2022, p.116-129

New York, NY, USA: ACM

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