Exponential Decay¶
Category: optimization.scheduler.generic
Version: 1.0.0
UUID: c4216b510458a4b18b356cb96b8d2bb798270da25b31d17979eb9ea9e927c662
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 |
|---|---|---|
| U-Net | 008857... |
optimization.scheduler |
| SSD | 373fd2... |
optimization.scheduler |
| Classifier | 2d40db... |
optimization.scheduler |
| EfficientDet | 43a469... |
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| DeepLab v3 + | cb855a... |
optimization.scheduler |
| PSPNet | 78c40e... |
optimization.scheduler |
| NanoDet | 70be5a... |
optimization.scheduler |
| UL Yolo v5 | 3963c0... |
optimization.scheduler |
| Yolo v5 | a7f08e... |
optimization.scheduler |