Table 4 The complexity of different networks.
From: An ultra lightweight neural network for automatic modulation classification in drone communications
Model | Parameters | Weights size (kB) | Inference time (ms) | FLOPs (M) |
|---|---|---|---|---|
ULNN | 8825 | 34.48 | 0.38 | 0.0007 |
MCNet | 90,763 | 354.55 | 0.32 | 6.29 |
MCLDNN | 406,199 | 1586.71 | 1.28 | 34.1 |
IQCLNet | 27,399 | 106.80 | 1.61 | 0.01 |
CLDNN | 101,579 | 396.80 | 3.65 | 0.05 |
FastMLDNN | 40,606 | 158.62 | 1.00 | 5.27 |
