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.
Training parameters for transfer learning networks in HER2 scoring
| Transfer learning pre-trained model with FC layers | Model size and weights (in megabytes, MB) | Training time for 100 epochs |
|---|---|---|
| VGG16 | 632 MB, 552 MB | 40.84 min |
| VGG19 | 652 MB, 572 MB | 41.38 min |
| ResNet50 | 121 MB, 100 MB | 45.24 min |
| MobileNetV2 | 21.1 MB, 12.9 MB | 45.47 min |
| NASNetMobile | 28.1 MB, 21.7 MB | 68.51 min |
