Exponential Decay¶
Category: optimization.scheduler.generic
Version: 1.0.0
UUID: 4946a88622e4440b295f9a977f5393afe22b011ea4f8c63d301d57049ed7d68a
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¶
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|---|---|---|
| EfficientDet | 39e6c2... |
optimization.scheduler |
| NanoDet | 447eea... |
optimization.scheduler |
| DeepLab v3 + | 3c98d2... |
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| SSD | 0aefd3... |
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| U-Net | 77f467... |
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| PSPNet | fcb1a3... |
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| Yolo v5 | 033e98... |
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| UL Yolo v5 | 338ee9... |
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| Classifier | 1ac7e3... |
optimization.scheduler |