Evaluation of Optimized CNNs on Heterogeneous Accelerators Using a Novel Benchmarking Approach (English)
Free access
- New search for: Blott, Michaela
- Further information on Blott, Michaela:
- https://orcid.org/0000-0002-7833-4057
- New search for: Fraser, Nicholas J.
- Further information on Fraser, Nicholas J.:
- https://orcid.org/0000-0001-7186-4189
- New search for: Gambardella, Giulio
- Further information on Gambardella, Giulio:
- https://orcid.org/0000-0001-6183-5077
- New search for: Halder, Lisa
- New search for: Kath, Johannes
- Further information on Kath, Johannes:
- https://orcid.org/0000-0001-5508-3788
- New search for: Neveu, Zachary
- New search for: Umuroglu, Yaman
- Further information on Umuroglu, Yaman:
- https://orcid.org/0000-0002-3700-5935
- New search for: Vasilciuc, Alina
- New search for: Leeser, Miriam
- Further information on Leeser, Miriam:
- https://orcid.org/0000-0002-5624-056X
- New search for: Doyle, Linda
- Further information on Doyle, Linda:
- https://orcid.org/0000-0002-8183-6429
- New search for: Blott, Michaela
- Further information on Blott, Michaela:
- https://orcid.org/0000-0002-7833-4057
- New search for: Fraser, Nicholas J.
- Further information on Fraser, Nicholas J.:
- https://orcid.org/0000-0001-7186-4189
- New search for: Gambardella, Giulio
- Further information on Gambardella, Giulio:
- https://orcid.org/0000-0001-6183-5077
- New search for: Halder, Lisa
- New search for: Kath, Johannes
- Further information on Kath, Johannes:
- https://orcid.org/0000-0001-5508-3788
- New search for: Neveu, Zachary
- New search for: Umuroglu, Yaman
- Further information on Umuroglu, Yaman:
- https://orcid.org/0000-0002-3700-5935
- New search for: Vasilciuc, Alina
- New search for: Leeser, Miriam
- Further information on Leeser, Miriam:
- https://orcid.org/0000-0002-5624-056X
- New search for: Doyle, Linda
- Further information on Doyle, Linda:
- https://orcid.org/0000-0002-8183-6429
In:
IEEE Transactions on Computers
;
70
, 10
;
1654-1669
;
2021
- Article (Journal) / Electronic Resource
-
Title:Evaluation of Optimized CNNs on Heterogeneous Accelerators Using a Novel Benchmarking Approach
-
Contributors:Blott, Michaela ( author ) / Fraser, Nicholas J. ( author ) / Gambardella, Giulio ( author ) / Halder, Lisa ( author ) / Kath, Johannes ( author ) / Neveu, Zachary ( author ) / Umuroglu, Yaman ( author ) / Vasilciuc, Alina ( author ) / Leeser, Miriam ( author ) / Doyle, Linda ( author )
-
Published in:IEEE Transactions on Computers ; 70, 10 ; 1654-1669
-
Publisher:
- New search for: IEEE
-
Publication date:2021-10-01
-
Size:7480873 byte
-
ISSN:
-
DOI:
-
Type of media:Article (Journal)
-
Type of material:Electronic Resource
-
Language:English
-
Licence:
-
Source:
Table of contents – Volume 70, Issue 10
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1539
-
Runtime Performance Optimization of 3-D Microprocessors in Dark SiliconWang, Hai / Li, Wei / Qi, Wenjie / Tang, Diya / Huang, Letian / Tang, He et al. | 2021
- 1555
-
A Fast Lock for Explicit Message Passing ArchitecturesTang, Xiongchao / Zhang, Chen / Zhai, Jidong / Qian, Xuehai / Chen, Wenguang / Jiang, Yong et al. | 2021
- 1569
-
Guardauto: A Decentralized Runtime Protection System for Autonomous DrivingCheng, Kun / Zhou, Yuan / Chen, Bihuan / Wang, Rui / Bai, Yuebin / Liu, Yang et al. | 2021
- 1582
-
PStream: A Popularity-Aware Differentiated Distributed Stream Processing SystemChen, Hanhua / Zhang, Fan / Jin, Hai et al. | 2021
- 1598
-
Enclavisor: A Hardware-Software Co-Design for Enclaves on Untrusted CloudGu, Jinyu / Wu, Xinyue / Zhu, Bojun / Xia, Yubin / Zang, Binyu / Guan, Haibing / Chen, Haibo et al. | 2021
- 1612
-
Practical and Secure SVM Classification for Cloud-Based Remote Clinical Decision ServicesLiang, Jinwen / Qin, Zheng / Ni, Jianbing / Lin, Xiaodong / Shen, Xuemin et al. | 2021
- 1626
-
CRIME: Input-Dependent Collaborative Inference for Recurrent Neural NetworksPagliari, Daniele Jahier / Chiaro, Roberta / Macii, Enrico / Poncino, Massimo et al. | 2021
- 1640
-
Virtual Wall: Filtering Rootkit Attacks To Protect Linux Kernel FunctionsLi, Yong-Gang / Chung, Yeh-Ching / Hwang, Kai / Li, Yue-Jin et al. | 2021
- 1654
-
Evaluation of Optimized CNNs on Heterogeneous Accelerators Using a Novel Benchmarking ApproachBlott, Michaela / Fraser, Nicholas J. / Gambardella, Giulio / Halder, Lisa / Kath, Johannes / Neveu, Zachary / Umuroglu, Yaman / Vasilciuc, Alina / Leeser, Miriam / Doyle, Linda et al. | 2021
- 1670
-
A Change-Detection-Based Thompson Sampling Framework for Non-Stationary BanditsGhatak, Gourab et al. | 2021
- 1677
-
Hardware Private Circuits: From Trivial Composition to Full VerificationCassiers, Gaetan / Gregoire, Benjamin / Levi, Itamar / Standaert, Francois-Xavier et al. | 2021
- 1691
-
Neural Network-Based Performance Prediction for Task Migration on S-NUCA Many-CoresRapp, Martin / Pathania, Anuj / Mitra, Tulika / Henkel, Jorg et al. | 2021
- 1705
-
Supersingular Isogeny Key Encapsulation (SIKE) Round 2 on ARM Cortex-M4Seo, Hwajeong / Anastasova, Mila / Jalali, Amir / Azarderakhsh, Reza et al. | 2021
- 1719
-
A Novel Measurement for Network ReliabilityLin, Limei / Huang, Yanze / Wang, Dajin / Hsieh, Sun-Yuan / Xu, Li et al. | 2021
- 1732
-
Novel $GF\left(2^{m}\right)$GF2m Digit-Serial PISO Multipliers for the Self-Dual Gaussian Normal BasesEl-Razouk, Hayssam / Kotha, Kirthi / Puligunta, Mahidhar et al. | 2021
- 1747
-
The HPC-DAG Task Model for Heterogeneous Real-Time SystemsHoussam-Eddine, Zahaf / Capodieci, Nicola / Cavicchioli, Roberto / Lipari, Giuseppe / Bertogna, Marko et al. | 2021
- 1762
-
SSD-Assisted Ransomware Detection and Data Recovery TechniquesBaek, Sungha / Jung, Youngdon / Mohaisen, David / Lee, Sungjin / Nyang, DaeHun et al. | 2021