@inproceedings {280896, author = {Hongyu Zhu and Ruofan Wu and Yijia Diao and Shanbin Ke and Haoyu Li and Chen Zhang and Jilong Xue and Lingxiao Ma and Yuqing Xia and Wei Cui and Fan Yang and Mao Yang and Lidong Zhou and Asaf Cidon and Gennady Pekhimenko}, title = {{ROLLER}: Fast and Efficient Tensor Compilation for Deep Learning}, booktitle = {16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22)}, year = {2022}, isbn = {978-1-939133-28-1}, address = {Carlsbad, CA}, pages = {233--248}, url = {https://www.usenix.org/conference/osdi22/presentation/zhu}, publisher = {USENIX Association}, month = jul } @inproceedings {254479, author = {Hongyu Zhu and Amar Phanishayee and Gennady Pekhimenko}, title = {Daydream: Accurately Estimating the Efficacy of Optimizations for {DNN} Training}, booktitle = {2020 USENIX Annual Technical Conference (USENIX ATC 20)}, year = {2020}, isbn = {978-1-939133-14-4}, pages = {337--352}, url = {https://www.usenix.org/conference/atc20/presentation/zhu-hongyu}, publisher = {USENIX Association}, month = jul }