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.
Optimal values for the hyperparameters for the custom wide residual network (WRN) and pretrained convolutional neural networks (CNNs) obtained through the randomized grid search (M: momentum, ILR: initial learning rate, and L2: L2-weight decay).
| Models | Optimal Values | ||
|---|---|---|---|
| M | ILR | L2 | |
| Custom | 0.90 | 1 × 10−3 | 1 × 10−5 |
| Pretrained | 0.95 | 1 × 10−3 | 1 × 10−6 |
