Model-less Is the Best Model: Generating Pure Code Implementations to Replace On-Device DL Models-Reference-Cited by-同舟云学术

Model-less Is the Best Model: Generating Pure Code Implementations to Replace On-Device DL Models

Published:2024-09-11 Issue: Volume: Page:174-185
ISSN:
Container-title:Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis
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Author:

Zhou Mingyi¹^ORCID,Gao Xiang²^ORCID,Liu Pei³^ORCID,Grundy John¹^ORCID,Chen Chunyang⁴^ORCID,Chen Xiao⁵^ORCID,Li Li²^ORCID

Affiliation:

1. Monash University, Clayton, Australia

2. Beihang University, Beijing, China

3. CSIRO's Data61, Clayton, Australia

4. TU Munich, Heilbronn, Germany

5. University of Newcastle, Callaghan, Australia

Funder

Australian Research Council

National Natural Science Foundation of China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3650212.3652119

Reference44 articles.

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3. 2024. llama.cpp. https://github.com/ggerganov/llama.cpp

4. Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S. Corrado Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Ian Goodfellow Andrew Harp Geoffrey Irving Michael Isard Yangqing Jia Rafal Jozefowicz Lukasz Kaiser Manjunath Kudlur Josh Levenberg Dandelion Mané Rajat Monga Sherry Moore Derek Murray Chris Olah Mike Schuster Jonathon Shlens Benoit Steiner Ilya Sutskever Kunal Talwar Paul Tucker Vincent Vanhoucke Vijay Vasudevan Fernanda Viégas Oriol Vinyals Pete Warden Martin Wattenberg Martin Wicke Yuan Yu and Xiaoqiang Zheng. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Software available from tensorflow.org

5. Simin Chen, Hamed Khanpour, Cong Liu, and Wei Yang. 2022. Learning to reverse dnns from ai programs automatically. In AAAI Conference on Artificial Intelligence.