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# Hyperparameter Evolution Results |
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# Hyperparameter Evolution Results |
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# Generations: 51 |
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# Generations: 306 |
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# P R mAP.5 mAP.5:.95 box obj cls |
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# P R mAP.5 mAP.5:.95 box obj cls |
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# Metrics: 0.625 0.926 0.89 0.677 0.0111 0.00849 0.00124 |
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# Metrics: 0.6 0.936 0.896 0.684 0.0115 0.00805 0.00146 |
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lr0: 0.00447 |
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lrf: 0.114 |
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momentum: 0.873 |
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weight_decay: 0.00047 |
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giou: 0.0306 |
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cls: 0.211 |
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cls_pw: 0.546 |
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obj: 0.421 |
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obj_pw: 0.972 |
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lr0: 0.0032 |
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lrf: 0.12 |
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momentum: 0.843 |
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weight_decay: 0.00036 |
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giou: 0.0296 |
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cls: 0.243 |
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cls_pw: 0.631 |
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obj: 0.301 |
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obj_pw: 0.911 |
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iou_t: 0.2 |
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iou_t: 0.2 |
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anchor_t: 2.26 |
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# anchors: 5.07 |
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anchor_t: 2.91 |
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# anchors: 3.63 |
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fl_gamma: 0.0 |
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fl_gamma: 0.0 |
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hsv_h: 0.0154 |
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hsv_s: 0.9 |
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hsv_v: 0.619 |
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degrees: 0.404 |
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translate: 0.206 |
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scale: 0.86 |
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shear: 0.795 |
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hsv_h: 0.0138 |
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hsv_s: 0.664 |
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hsv_v: 0.464 |
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degrees: 0.373 |
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translate: 0.245 |
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scale: 0.898 |
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shear: 0.602 |
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perspective: 0.0 |
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perspective: 0.0 |
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flipud: 0.00756 |
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flipud: 0.00856 |
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fliplr: 0.5 |
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fliplr: 0.5 |
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mixup: 0.153 |
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mixup: 0.243 |