Table 3.
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 |