Exponential Decay¶
Category: optimization.scheduler.generic
Version: 1.0.0
UUID: feecbd27b68658ec4e8ebb457e188b097672614391ba9cf11292d57ab7b21649
Execution context: leip_af
Choice Priority: 1000.0
Help: A scheduler with exponential decay. Every epoch, the learning rate is multiplied by a decay factor. Refer here for more details.
Value Parameters¶
| Name | Synonyms | Type | Values | Help |
|---|---|---|---|---|
| Gamma | optimization.scheduler.decay_factor |
scalar | float, min: 0.0, max: 1.0 | The exponential decay factor. 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 |