Exponential Decay¶
Category: optimization.scheduler.generic
Version: 1.0.0
UUID: ededd75050bcc00db12367f5dd352bb37b57778e1d15b69057795319d6fffdc7
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 |
|---|---|---|
| SSD | f0137b... |
optimization.scheduler |
| UL Yolo v5 | 1335b7... |
optimization.scheduler |
| Classifier | f561cc... |
optimization.scheduler |
| Yolo v5 | ddd0b4... |
optimization.scheduler |
| U-Net | 853b6d... |
optimization.scheduler |
| DeepLab v3 + | 2ba7d1... |
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| EfficientDet | 4351db... |
optimization.scheduler |
| PSPNet | f9cb7b... |
optimization.scheduler |
| NanoDet | f80329... |
optimization.scheduler |