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A Demonstration of Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference.

, , , , , and . Proc. VLDB Endow., 13 (12): 2833-2836 (2020)

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Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference., , , , , and . MLSys, mlsys.org, (2020)MGit: A Model Versioning and Management System., , , , and . CoRR, (2023)Holistic Evaluation of Language Models., , , , , , , , , and 40 other author(s). CoRR, (2022)Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark., , , , , , , , , and . ACM SIGOPS Oper. Syst. Rev., 53 (1): 14-25 (2019)Allocation of Fungible Resources via a Fast, Scalable Price Discovery Method., , , , and . CoRR, (2021)A Common Runtime for High Performance Data Analysis., , , , , , , and . CIDR, www.cidrdb.org, (2017)PipeDream: generalized pipeline parallelism for DNN training., , , , , , , and . SOSP, page 1-15. ACM, (2019)PipeDream: Fast and Efficient Pipeline Parallel DNN Training., , , , , , and . CoRR, (2018)Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference., , , , , and . CoRR, (2019)Holistic Evaluation of Text-To-Image Models., , , , , , , , , and 8 other author(s). CoRR, (2023)