GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing

Author:

Wang Zihan1,Nie Pengbo1,Miao Xinyuan1,Chen Yuting1,Wan Chengcheng2,Bu Lei3,Zhao Jianjun4

Affiliation:

1. Shanghai Jiao Tong University, China

2. East China Normal University, China

3. Nanjing University, China

4. Kyushu University, Japan

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference43 articles.

1. Martín Abadi , Paul Barham , Jianmin Chen , Zhifeng Chen , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Geoffrey Irving , Michael Isard , Manjunath Kudlur , Josh Levenberg , Rajat Monga , Sherry Moore , Derek G. Murray , Benoit Steiner , Paul Tucker , Vijay Vasudevan , Pete Warden , Martin Wicke , Yuan Yu , and Xiaoqiang Zheng . 2016 . TensorFlow: A System for Large-Scale Machine Learning. In 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16) . USENIX Association, Savannah, GA. 265–283. https://www.usenix.org/conference/osdi16/technical-sessions/presentation/abadi Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, Manjunath Kudlur, Josh Levenberg, Rajat Monga, Sherry Moore, Derek G. Murray, Benoit Steiner, Paul Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng. 2016. TensorFlow: A System for Large-Scale Machine Learning. In 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16). USENIX Association, Savannah, GA. 265–283. https://www.usenix.org/conference/osdi16/technical-sessions/presentation/abadi

2. Supratik Chakraborty , Daniel J Fremont , Kuldeep S Meel , Sanjit A Seshia , and Moshe Y Vardi . 2015 . On parallel scalable uniform SAT witness generation . In International Conference on Tools and Algorithms for the Construction and Analysis of Systems. Springer, 304–319 . Supratik Chakraborty, Daniel J Fremont, Kuldeep S Meel, Sanjit A Seshia, and Moshe Y Vardi. 2015. On parallel scalable uniform SAT witness generation. In International Conference on Tools and Algorithms for the Construction and Analysis of Systems. Springer, 304–319.

3. Balancing Scalability and Uniformity in SAT Witness Generator

4. Tianqi Chen , Thierry Moreau , Ziheng Jiang , Lianmin Zheng , Eddie Yan , Haichen Shen , Meghan Cowan , Leyuan Wang , Yuwei Hu , Luis Ceze , Carlos Guestrin , and Arvind Krishnamurthy . 2018 . TVM: An Automated End-to-End Optimizing Compiler for Deep Learning. In 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18) . USENIX Association, Carlsbad, CA. 578–594. https://www.usenix.org/conference/osdi18/presentation/chen Tianqi Chen, Thierry Moreau, Ziheng Jiang, Lianmin Zheng, Eddie Yan, Haichen Shen, Meghan Cowan, Leyuan Wang, Yuwei Hu, Luis Ceze, Carlos Guestrin, and Arvind Krishnamurthy. 2018. TVM: An Automated End-to-End Optimizing Compiler for Deep Learning. In 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18). USENIX Association, Carlsbad, CA. 578–594. https://www.usenix.org/conference/osdi18/presentation/chen

5. Z3: An Efficient SMT Solver

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