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.
Hyperparameter configurations.
| Hyperparameter | Range | Value |
|---|---|---|
| Learning_rate | {0.1,0.01,0.001} | 0.01 |
| Momentum | (0,1) | 0.937 |
| Weight_decay | (0,1) | 0.0005 |
| Warmup_epoch | {1,2,3,4} | 3 |
| Batchsize | {1,2,4,8,16} | 8 |
| Epoch | {100,200,300} | 300 |
| Imagesize | {320,640,1280} | 640 |
| Close_mosaic | {0,5,10,15} | 10 |
| Workers | {0,1,2,3,4,5,6,7,8} | 4 |
| Optimizer | {SGD,Adam,AdamW} | AdamW |
