ADA-GP: Accelerating DNN Training By Adaptive Gradient Prediction

Author:

Janfaza Vahid1ORCID,Mandal Shantanu2ORCID,Mahmud Farabi1ORCID,Muzahid Abdullah3ORCID

Affiliation:

1. Computer Science and Engineering, Texas A&M University, United States

2. Computer Science and Engineering, Texas A&M University, USA

3. Computer Science and Engineering, Texas A&M University, United States of America

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference58 articles.

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2. Eugene Belilovsky , Michael Eickenberg , and Edouard Oyallon . 2020 . Decoupled greedy learning of cnns . In International Conference on Machine Learning. PMLR, 736–745 . Eugene Belilovsky, Michael Eickenberg, and Edouard Oyallon. 2020. Decoupled greedy learning of cnns. In International Conference on Machine Learning. PMLR, 736–745.

3. Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell Sandhini Agarwal Ariel Herbert-Voss Gretchen Krueger Tom Henighan Rewon Child Aditya Ramesh Daniel M. Ziegler Jeffrey Wu Clemens Winter Christopher Hesse Mark Chen Eric Sigler Mateusz Litwin Scott Gray Benjamin Chess Jack Clark Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever and Dario Amodei. 2020. Language Models are Few-Shot Learners. arxiv:2005.14165 [cs.CL] Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell Sandhini Agarwal Ariel Herbert-Voss Gretchen Krueger Tom Henighan Rewon Child Aditya Ramesh Daniel M. Ziegler Jeffrey Wu Clemens Winter Christopher Hesse Mark Chen Eric Sigler Mateusz Litwin Scott Gray Benjamin Chess Jack Clark Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever and Dario Amodei. 2020. Language Models are Few-Shot Learners. arxiv:2005.14165 [cs.CL]

4. Srimat Chakradhar , Murugan Sankaradas , Venkata Jakkula , and Srihari Cadambi . 2010 . A dynamically configurable coprocessor for convolutional neural networks . In Proceedings of the 37th annual international symposium on Computer architecture. 247–257 . Srimat Chakradhar, Murugan Sankaradas, Venkata Jakkula, and Srihari Cadambi. 2010. A dynamically configurable coprocessor for convolutional neural networks. In Proceedings of the 37th annual international symposium on Computer architecture. 247–257.

5. Eyeriss: A Spatial Architecture for Energy-Efficient Dataflow for Convolutional Neural Networks

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