Image Classification on Flowers (Natural Accuracy and Regularization Analysis)
13.87L2 Weight NormAdaptive Weight Decay (AWD)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Adaptive Weight Decay (AWD)lambda_awd=0.06727, Optimizer=SGD2022.09 | 13.87 | 90.39 | 39.22 | 1.42 | |
| Non-adaptive Weight Decaylambda_wd=0.005, Optimizer=SGD2022.09 | 19.94 | 90.98 | 32.35 | 1.72 |