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@inproceedings{ren2021zero, title={$\{$ZeRO-Offload$\}$: Democratizing $\{$Billion-Scale$\}$ Model Training}, author={Ren, Jie and Rajbhandari, Samyam and Aminabadi, Reza Yazdani and Ruwase, Olatunji and Yang, Shuangyan and Zhang, Minjia a…
Chen, Tianqi, et al. "Training deep nets with sublinear memory cost." arXiv preprint arXiv:1604.06174 (2016). @article{chen2016training, title={Training deep nets with sublinear memory cost}, author={Chen, Tianqi and Xu, Bing and Zhang, Ch…
@article{伊藤祐貴2018gpu, title={GPU メモリ管理の実行時最適化による大規模深層学習の高速化}, author={伊藤祐貴 and 今井晴基 and 根岸康 and 河内谷清久仁 and 松宮遼 and 遠藤敏夫 and others}, journal={研究報告ハイパフォーマンスコンピューティン…
