Table 6 Comparison of the FLOPs, number of trainable parameters (the second capsule layer), and training time per step
From: Improved capsule routing for weakly labeled sound event detection
Method | FLOPs | Params | Seconds/step |
|---|---|---|---|
Capsnets-RNN (conventional routing) | 3423786 | 278528 | 3.1 |
Capsnets-RNN (weight sharing routing) | 2871082 | 2176 | 2.6 |