Advances, Systems and Applications
Table 5 Forward propagation runtime of each LSTM gate for each training sample
From: A novel privacy-preserving speech recognition framework using bidirectional LSTM
Gate | Our Scheme(ms) | Â | OPSR Scheme(ms) | Â |
|---|---|---|---|---|
| Â | Initialization | Computation | Initialization | Computation |
Forget Gate | 0.76 | 7.52 | 0.63 | 23.89 |
Input Gate | 1.39 | 10.92 | 1.05 | 44.02 |
Output Gate | 0.72 | 6.41 | 0.43 | 39.20 |