One Cycle¶
Category: optimization.scheduler.generic
Version: 1.0.0
UUID: 17d3ab51cc7bff2c1851d5ed9ed1148c3b7dccd2609c31cdca06cb2aa2d6bd36
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 | 7b39bc... |
optimization.scheduler |
| NanoDet | fe5711... |
optimization.scheduler |
| Classifier | d42071... |
optimization.scheduler |
| U-Net | 8dd8bc... |
optimization.scheduler |
| PSPNet | ed350d... |
optimization.scheduler |
| UL Yolo v5 | 3a0fce... |
optimization.scheduler |
| DeepLab v3 + | 3a2871... |
optimization.scheduler |
| Yolo v5 | 8d99cd... |
optimization.scheduler |
| EfficientDet | 127790... |
optimization.scheduler |