Exponential Decay¶
Category: optimization.scheduler.generic
Version: 1.0.0
UUID: 6953b70aaf33c299d83455bfe3b8ae6179e26a7c604846e80b7129448c2b0b72
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 | 7b39bc... |
optimization.scheduler |
| NanoDet | fe5711... |
optimization.scheduler |
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| U-Net | 8dd8bc... |
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| PSPNet | ed350d... |
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| UL Yolo v5 | 3a0fce... |
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| DeepLab v3 + | 3a2871... |
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| Yolo v5 | 8d99cd... |
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| EfficientDet | 127790... |
optimization.scheduler |