POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging

1 code implementation • 15 Jul 2022 • Shishir G. Patil, Paras Jain, Prabal Dutta, Ion Stoica, Joseph E. Gonzalez

We demonstrate that it is possible to fine-tune both ResNet-18 and BERT within the memory constraints of a Cortex-M class embedded device while outperforming current edge training methods in energy efficiency.

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