One Cycle¶
Category: optimization.scheduler.generic
Version: 1.0.0
UUID: 30da86486d4c8beab2533895728957885b2f45c946a483021a1705d01330d446
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 | 32a82c... |
optimization.scheduler |
| U-Net | ceb750... |
optimization.scheduler |
| Classifier | d26c4a... |
optimization.scheduler |
| PSPNet | 30fe8f... |
optimization.scheduler |
| DeepLab v3 + | 0cfc5b... |
optimization.scheduler |
| NanoDet | e1c555... |
optimization.scheduler |
| EfficientDet | 697d37... |
optimization.scheduler |
| UL Yolo v5 | e4fd5f... |
optimization.scheduler |
| Yolo v5 | d02772... |
optimization.scheduler |