Exponential Decay¶
Category: optimization.scheduler.generic
Version: 1.0.0
UUID: 9dde00a764f9864b98e930a324676bcd59ddbee3e02ea978add2cf04f1aa96dd
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 |
|---|---|---|
| EfficientDet | 0b048a... |
optimization.scheduler |
| Yolo v5 | d5058d... |
optimization.scheduler |
| Classifier | 7b7418... |
optimization.scheduler |
| PSPNet | e71701... |
optimization.scheduler |
| NanoDet | efe32a... |
optimization.scheduler |
| SSD | c4baec... |
optimization.scheduler |
| DeepLab v3 + | b07617... |
optimization.scheduler |
| U-Net | 81f191... |
optimization.scheduler |
| UL Yolo v5 | f87d51... |
optimization.scheduler |