Performance measurement and evaluation
Automated measurement of Deep Learning Performance
Benchmarker is a framework for [semi-] automatic measurement of performance of [not only] deep learning models.
- Aleksandr Drozd and Satoshi Matsuoka. Prototype Modular Framework for Deep Learning Performance Testing. In Proceedings of The First Cross-Disciplinary Workshop on Computing Systems, Infrastructures, and Programming xSIG 2017. [pdf]
Predicting Performance Using Collaborative Filtering
- [pre-print, accepter for IEEE CLUSTER 2018] Shweta Salaria, Aleksandr Drozd, Artur Podobas and Satoshi Matsuoka. Predicting Performance Using Collaborative Filtering [pdf]