Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Summary of GRU architecture in this study.
| Layer | Weights | Parameters |
|---|---|---|
| Conv1d (20, 250, 3) | ((250, 20, 3), (250,)) | 15,250 |
| AvgPool1d (3) | 0 | 0 |
| Conv1d (250, 250, 3) | ((250, 250, 3), (250,)) | 187,750 |
| AvgPool1d (3) | 0 | 0 |
| GRU (250, 150, 1) | ((750, 150), (750, 150), (750,), (750,)) | 226,500 |
| Linear (150, 32) | ((32, 150), (32,)) | 4832 |
| Dropout (0.01) | 0 | 0 |
| Linear (32, 1) | ((1, 32), (1,)) | 33 |
| Sigmoid () | 0 | 0 |
