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Comparison of time and space required to process one image from a batch of 128 between a PC and Raspberry Pi. Time is reported as the time taken to process one image, in milliseconds.
| Model | Widening Factor | Data Set | kFLOPs | Memory (MB) | Pi - Time (ms) | PC - Time (ms) |
|---|---|---|---|---|---|---|
| IoTNet-3-4 | 0.7 | CIFAR-10 | 9900 | 392 | 87.50 | 0.78 |
| IoTNet-3-2 | 0.68 | CIFAR-10 | 4200 | 192 | 46.09 | 0.39 |
| IoTNet-3-5 | 0.14 | SVHN | 499.7 | 15 | 5.94 | 0.20 |
| IoTNet-3-2 | 0.22 | GTSRB | 531.0 | 27 | 4.61 | 0.13 |
| IoTNet-3-2 | 0.18 | GTSRB | 301.6 | 14 | 4.06 | 0.16 |
