Udaya Ghai
@udayaghaiApplied Scientist @Amazon, PhD in Machine Learning @PrincetonCS
Joined May 2022
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Udaya Ghai Reposted
(1/n) 💡How can we speed up the serial runtime of long pre-training runs? Enter Critical Batch Size (CBS): the tipping point where the gains of data parallelism balance with diminishing efficiency. Doubling batch size halves the optimization steps—until we hit CBS, beyond which…
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