A Swap Dominated Tensor Re-Generation Strategy for Training Deep Learning Models
Author:
Affiliation:
1. School of Software, Tsinghua University
2. School of Management, Capital Normal University
Funder
National Key Research and Development Program of China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9820609/9820610/09820619.pdf?arnumber=9820619
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Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training;IEEE Transactions on Parallel and Distributed Systems;2024-11
2. STR: Hybrid Tensor Re-Generation to Break Memory Wall for DNN Training;IEEE Transactions on Parallel and Distributed Systems;2023-08
3. XEngine: Optimal Tensor Rematerialization for Neural Networks in Heterogeneous Environments;ACM Transactions on Architecture and Code Optimization;2022-12-16
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