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MAD Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems.

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Mohammad Ali Ardalani

 

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Stream-Dataflow Acceleration., , , и . ISCA, стр. 416-429. ACM, (2017)MAD Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems., , , , , , , и . CoRR, (2023)Write Invalidation Analysis in Chip Multiprocessors., и . PATMOS, том 5953 из Lecture Notes in Computer Science, стр. 196-205. Springer, (2009)Beyond human-level accuracy: computational challenges in deep learning., , и . PPoPP, стр. 1-14. ACM, (2019)Sustainable AI: Environmental Implications, Challenges and Opportunities., , , , , , , , , и 15 other автор(ы). MLSys, mlsys.org, (2022)Understanding Scaling Laws for Recommendation Models., , , , и . CoRR, (2022)Cross-architecture performance prediction (XAPP) using CPU code to predict GPU performance., , , и . MICRO, стр. 725-737. ACM, (2015)Data Acquisition: A New Frontier in Data-centric AI., , , , , , , , , и 1 other автор(ы). CoRR, (2023)Hybrid optimization/heuristic instruction scheduling for programmable accelerator codesign., , , и . PACT, стр. 36:1-36:15. ACM, (2018)MP-Rec: Hardware-Software Co-design to Enable Multi-path Recommendation., , , , , , , и . ASPLOS (3), стр. 449-465. ACM, (2023)