Kavli Affiliate: Wei Gao | First 5 Authors: Kai Huang, Boyuan Yang, Wei Gao, , | Summary: On-device training is essential for neural networks (NNs) to continuously adapt to new online data, but can be time-consuming due to the device’s limited computing power. To speed up on-device training, existing schemes select trainable NN portion offline […]
Continue.. ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection