One Cycle¶
Category: optimization.scheduler.generic
Version: 1.0.0
UUID: 92a92ce743e8322c78d6df31126c0d1e1d4125cc5d17938f87dcbaf9eaaeb4b9
Execution context: leip_af
Choice Priority: 100.0
Value Parameters¶
| Name | Synonyms | Type | Values | Help |
|---|---|---|---|---|
| Div Factor | optimization.scheduler.initial_learning_rate_divisor |
scalar | float, min: 1.0 | Determines the initial learning rate via initial_lr = max_lr/div_factor. Refer here for more details. |
| Final Div Factor | optimization.scheduler.final_learning_rate_divisor |
scalar | float, min: 1.0 | Determines the minimum learning rate via min_lr = initial_lr/final_div_factor. Refer here for more details. |
| Percentage of Cycle increasing LR | optimization.scheduler.percentage_cycle_increasing_learning_rate |
scalar | float, min: 0.0, max: 1.0 | The percentage of the cycle (in number of steps) spent increasing the learning rate. Refer here for more details. |
This component fits into¶
| Name | UUID | Synonyms |
|---|---|---|
| SSD | f0137b... |
optimization.scheduler |
| UL Yolo v5 | 1335b7... |
optimization.scheduler |
| Classifier | f561cc... |
optimization.scheduler |
| Yolo v5 | ddd0b4... |
optimization.scheduler |
| U-Net | 853b6d... |
optimization.scheduler |
| DeepLab v3 + | 2ba7d1... |
optimization.scheduler |
| EfficientDet | 4351db... |
optimization.scheduler |
| PSPNet | f9cb7b... |
optimization.scheduler |
| NanoDet | f80329... |
optimization.scheduler |