Demystifying and Detecting Misuses of Deep Learning APIs

Author:

Wei Moshi1ORCID,Harzevili Nima Shiri1ORCID,Huang Yuekai2ORCID,Yang Jinqiu3ORCID,Wang Junjie4ORCID,Wang Song1ORCID

Affiliation:

1. York University, Toronto, Canada

2. University of Chinese Academy of Sciences, Beijing, China

3. Concordia University, Montreal, Canada

4. Institute of Software, Chinese Academy of Sciences, Beijing, China

Publisher

ACM

Reference57 articles.

1. Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, et al. 2016. TensorFlow: a system for Large-Scale machine learning. In 12th USENIX symposium on operating systems design and implementation (OSDI 16). 265--283.

2. Understanding Training Efficiency of Deep Learning Recommendation Models at Scale

3. Rachith Aiyappa, Jisun An, Haewoon Kwak, and Yong-Yeol Ahn. 2023. Can we trust the evaluation on ChatGPT? arXiv preprint arXiv:2303.12767 (2023).

4. Rami Al-Rfou, Guillaume Alain, Amjad Almahairi, Christof Angermueller, Dzmitry Bahdanau, Nicolas Ballas, Frédéric Bastien, Justin Bayer, Anatoly Belikov, Alexander Belopolsky, et al. 2016. Theano: A Python framework for fast computation of mathematical expressions. arXiv e-prints (2016), arXiv-1605.

5. MUBench

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