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cs.LG2024
How Does Critical Batch Size Scale in Pre-training?
Hanlin Zhang, Depen Morwani, Nikhil Vyas +5
Training large-scale models under given resources requires careful design of parallelism strategies. In particular, the efficiency notion of critical batch size (CBS), concerning t…
eess.SY2024
Neural Coordination and Capacity Control for Inventory Management
Carson Eisenach, Udaya Ghai, Dhruv Madeka +3
This paper addresses the capacitated periodic review inventory control problem, focusing on a retailer managing multiple products with limited shared resources, such as storage or…