One Cycle¶
Category: optimization.scheduler.generic
Version: 1.0.0
UUID: de858e763aad91adc64bdb1f99c2688854365d42c6c521b8bc949da3f0a03d5e
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 |
|---|---|---|
| DeepLab v3 + | 286bc1... |
optimization.scheduler |
| EfficientDet | 4fb384... |
optimization.scheduler |
| U-Net | ec7f24... |
optimization.scheduler |
| NanoDet | 9f35c1... |
optimization.scheduler |
| UL Yolo v5 | 250e4b... |
optimization.scheduler |
| Yolo v5 | cecc57... |
optimization.scheduler |
| Classifier | 13c774... |
optimization.scheduler |
| PSPNet | c468a4... |
optimization.scheduler |
| SSD | 7511a6... |
optimization.scheduler |