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Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models.
Daochen Zha
Louis Feng
Liang Luo
Bhargav Bhushanam
Zirui Liu
Yusuo Hu
Jade Nie
Yuzhen Huang
Yuandong Tian
Arun Kejariwal
Xia Hu
Published in:
MLSys (2023)
Keyphrases
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pre trained
wide range
search space
machine learning
reinforcement learning
real time