Cost-effective On-device Continual Learning over Memory Hierarchy with Miro

Author:

Ma Xinyue1ORCID,Jeong Suyeon1ORCID,Zhang Minjia2ORCID,Wang Di3ORCID,Choi Jonghyun4ORCID,Jeon Myeongjae1ORCID

Affiliation:

1. Ulsan National Institute of Science & Technology, Ulsan, Republic of Korea

2. Microsoft Corporation, Redmond, United States of America

3. Unaffiliated, Redmond, USA

4. Yonsei University, Seoul, Republic of Korea

Publisher

ACM

Reference61 articles.

1. Carousel Memory (CarM) - Official Pytorch Implementation. https://github.com/omnia-unist/CarM. Carousel Memory (CarM) - Official Pytorch Implementation. https://github.com/omnia-unist/CarM.

2. Convenient Power Measurements on the Jetson TX2/Tegra X2 Board. https://embeddeddl.wordpress.com/2018/04/25/convenient-power-measurements-on-the-jetson-tx2-tegra-x2-board/. Convenient Power Measurements on the Jetson TX2/Tegra X2 Board. https://embeddeddl.wordpress.com/2018/04/25/convenient-power-measurements-on-the-jetson-tx2-tegra-x2-board/.

3. Jetson TX2 Module. https://developer.nvidia.com/embedded/jetson-tx2. Jetson TX2 Module. https://developer.nvidia.com/embedded/jetson-tx2.

4. Jetson Xavier NX Series. https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/jetson-xavier-nx. Jetson Xavier NX Series. https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/jetson-xavier-nx.

5. OEM PRODUCT DESIGN GUIDE: NVIDIA Jetson TX2. https://usermanual.wiki/Pdf/jetsontx2oemproductdesignguide.2134990230.pdf. OEM PRODUCT DESIGN GUIDE: NVIDIA Jetson TX2. https://usermanual.wiki/Pdf/jetsontx2oemproductdesignguide.2134990230.pdf.

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