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. 2021 Sep 8;21(18):6023. doi: 10.3390/s21186023

Table 3.

Configuration of EDL-EI deep-learning models.

Model Epochs #Parameters Cloud Edge Size
Training Time Testing Time
Lw-CNN-1 5 363,882 00:03:48 00:00:14 4.3 MB
10 00:06:38 00:00:16
15 00:09:38 00:00:17
Lw-CNN-2 5 132,042 00:03:24 00:00:06 1.6 MB
10 00:05:37 00:00:07
15 00:08:41 00:00:09