gpu_analytical.txt

Gao, Yanjie, et al. "Estimating gpu memory consumption of deep learning models." Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering. 2020.;https://dl.acm.org/doi/abs/10.1145/3368089.3417050;106

Qi, Hang, Evan R. Sparks, and Ameet Talwalkar. "Paleo: A performance model for deep neural networks." International Conference on Learning Representations. 2016.;https://openreview.net/forum?id=SyVVJ85lg;201

Wang, Mengdi, et al. "Characterizing deep learning training workloads on alibaba-pai." 2019 IEEE international symposium on workload characterization (IISWC). IEEE, 2019.;https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9042047;46

Gu, Jiazhen, et al. "Deepprof: Performance analysis for deep learning applications via mining gpu execution patterns." arXiv preprint arXiv:1707.03750 (2017).;https://arxiv.org/abs/1707.03750;20

Venkataraman, Shivaram, et al. "Ernest: Efficient performance prediction for {Large-Scale} advanced analytics." 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI 16). 2016.;https://www.usenix.org/system/files/conference/nsdi16/nsdi16-paper-venkataraman.pdf;584