Put Deep Learning to Work: Accelerate Deep Learning through Amazon SageMaker and ML Services

被引：1
|
作者：
Ye, Wenming [1 ]
Hu, Rachel [2 ]
Enev, Miro [3 ]
机构：
[1] Amazon Web Serv, Redmond, WA 98052 USA
[2] Amazon Web Serv, Palo Alto, CA USA
[3] Nvidia Corp, Edmonds, WA USA
来源：
KDD '20: PROCEEDINGS OF THE 26TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING | 2020年
关键词：
Deep Learning; BERT; NLP; AWS Inferentia; GPU; AWS; Deployment; Distributed training;
D O I：
10.1145/3394486.3406698
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
引用
收藏
页码：3496 / 3496
页数：1
相关论文
共 50 条
  • [21] Learning Nonlinearity of Microwave Imaging Through Deep Learning
    Shah, Pratik
    Chen, Guanbo
    Moghaddam, Mahta
    2018 IEEE ANTENNAS AND PROPAGATION SOCIETY INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION & USNC/URSI NATIONAL RADIO SCIENCE MEETING, 2018, : 699 - 700
  • [22] Using Deep Learning to Emulate and Accelerate a Radiative Transfer Model
    Lagerquist, Ryan
    Turner, David
    Ebert-Uphoff, Imme
    Stewart, Jebb
    Hagerty, Venita
    JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY, 2021, 38 (10) : 1673 - 1696
  • [23] Maintaining flexibility in smart grid consumption through deep learning and deep reinforcement learning☆
    Gallego, Fernando
    Martin, Cristian
    Diaz, Manuel
    Garrido, Daniel
    ENERGY AND AI, 2023, 13
  • [24] INTEGRATING DEEP LEARNING WITH BEHAVIOR IMAGING TO ACCELERATE INDUSTRY LEARNING OF AUTISM CORE DEFICITS
    Oberleitner, Ron
    Schwartz, Joel
    JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, 2017, 56 (10): : S263 - S263
  • [25] Predicting Amazon customer reviews with deep confidence using deep learning and conformal prediction
    Norinder, Ulf
    Norinder, Petra
    JOURNAL OF MANAGEMENT ANALYTICS, 2022, 9 (01) : 1 - 16
  • [26] Compiler Fuzzing through Deep Learning
    Cummins, Chris
    Petoumenos, Pavlos
    Murray, Alastair
    Leather, Hugh
    ISSTA'18: PROCEEDINGS OF THE 27TH ACM SIGSOFT INTERNATIONAL SYMPOSIUM ON SOFTWARE TESTING AND ANALYSIS, 2018, : 95 - 105
  • [27] Optimal Auctions Through Deep Learning
    Duetting, Paul
    Feng, Zhe
    Narasimhan, Harikrishna
    Parkes, David C.
    Ravindranath, Sai S.
    COMMUNICATIONS OF THE ACM, 2021, 64 (08) : 109 - 116
  • [28] Deepfake Detection through Deep Learning
    Pan, Deng
    Sun, Lixian
    Wang, Rui
    Zhang, Xingjian
    Sinnott, Richard O.
    2020 IEEE/ACM INTERNATIONAL CONFERENCE ON BIG DATA COMPUTING, APPLICATIONS AND TECHNOLOGIES (BDCAT 2020), 2020, : 134 - 143
  • [29] Optimal Auctions through Deep Learning
    Dutting, Paul
    Feng, Zhe
    Narasimham, Harikrishna
    Parkes, David C.
    Ravindranath, Sai S.
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 97, 2019, 97
  • [30] Adenoma Detection Through Deep Learning
    Karnes, William E.
    Ninh, Andrew
    Urban, Gregor
    Baldi, Pierre
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2017, 112 : S136 - S136
12345