Upload run for yolov12m
Browse files- .gitattributes +14 -0
- yolov12m/F1_curve.png +0 -0
- yolov12m/PR_curve.png +0 -0
- yolov12m/P_curve.png +0 -0
- yolov12m/R_curve.png +0 -0
- yolov12m/args.yaml +106 -0
- yolov12m/confusion_matrix.png +0 -0
- yolov12m/confusion_matrix_normalized.png +0 -0
- yolov12m/events.out.tfevents.1760417523.6e4b92d43c6f.19.0 +3 -0
- yolov12m/hparams.json +15 -0
- yolov12m/labels.jpg +3 -0
- yolov12m/labels_correlogram.jpg +3 -0
- yolov12m/results.csv +151 -0
- yolov12m/results.png +3 -0
- yolov12m/train_batch0.jpg +3 -0
- yolov12m/train_batch1.jpg +3 -0
- yolov12m/train_batch110180.jpg +3 -0
- yolov12m/train_batch110181.jpg +0 -0
- yolov12m/train_batch110182.jpg +3 -0
- yolov12m/train_batch2.jpg +3 -0
- yolov12m/val_batch0_labels.jpg +3 -0
- yolov12m/val_batch0_pred.jpg +3 -0
- yolov12m/val_batch1_labels.jpg +3 -0
- yolov12m/val_batch1_pred.jpg +3 -0
- yolov12m/val_batch2_labels.jpg +3 -0
- yolov12m/val_batch2_pred.jpg +3 -0
- yolov12m/weights/best.pt +3 -0
- yolov12m/weights/last.pt +3 -0
- yolov12m/yolov12m-best.pt +3 -0
.gitattributes
CHANGED
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@@ -92,3 +92,17 @@ _summary/yolov12s/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text
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_summary/yolov12s/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text
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_summary/yolov12s/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text
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_summary/yolov12s/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text
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_summary/yolov12s/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text
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_summary/yolov12s/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text
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_summary/yolov12s/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12m/labels.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12m/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12m/results.png filter=lfs diff=lfs merge=lfs -text
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yolov12m/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12m/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12m/train_batch110180.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12m/train_batch110182.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12m/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12m/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12m/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12m/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12m/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12m/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12m/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12m/F1_curve.png
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yolov12m/PR_curve.png
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yolov12m/P_curve.png
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yolov12m/R_curve.png
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yolov12m/args.yaml
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| 1 |
+
task: detect
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| 2 |
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mode: train
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| 3 |
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model: yolov12m.pt
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| 4 |
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data: /kaggle/input/brisc-yolo/data.yaml
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| 5 |
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epochs: 150
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| 6 |
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time: null
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| 7 |
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patience: 20
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batch: 4
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| 9 |
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imgsz: 512
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save: true
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save_period: -1
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cache: false
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device: 0
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workers: 4
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| 15 |
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project: null
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name: train
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| 17 |
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exist_ok: false
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| 18 |
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pretrained: true
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| 19 |
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optimizer: auto
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| 20 |
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verbose: false
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seed: 0
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| 22 |
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deterministic: true
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| 23 |
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single_cls: false
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rect: false
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cos_lr: true
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close_mosaic: 10
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resume: false
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amp: true
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fraction: 1.0
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profile: false
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freeze: null
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multi_scale: false
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overlap_mask: true
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mask_ratio: 4
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dropout: 0.0
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val: true
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split: val
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| 38 |
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save_json: false
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| 39 |
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save_hybrid: false
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| 40 |
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conf: null
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iou: 0.7
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| 42 |
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max_det: 300
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| 43 |
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half: false
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dnn: false
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plots: true
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source: null
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vid_stride: 1
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stream_buffer: false
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visualize: false
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augment: false
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agnostic_nms: false
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classes: null
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retina_masks: false
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embed: null
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show: false
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| 56 |
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save_frames: false
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save_txt: false
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| 58 |
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save_conf: false
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| 59 |
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save_crop: false
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| 60 |
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show_labels: true
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| 61 |
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show_conf: true
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| 62 |
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show_boxes: true
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| 63 |
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line_width: null
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| 64 |
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format: torchscript
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| 65 |
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keras: false
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| 66 |
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optimize: false
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| 67 |
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int8: false
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| 68 |
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dynamic: false
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| 69 |
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simplify: true
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| 70 |
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opset: null
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| 71 |
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workspace: null
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| 72 |
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nms: false
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| 73 |
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lr0: 0.01
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| 74 |
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lrf: 0.01
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| 75 |
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momentum: 0.937
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| 76 |
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weight_decay: 0.0005
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| 77 |
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warmup_epochs: 3.0
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| 78 |
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warmup_momentum: 0.8
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| 79 |
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warmup_bias_lr: 0.0
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| 80 |
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box: 7.5
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| 81 |
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cls: 0.5
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| 82 |
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dfl: 1.5
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| 83 |
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pose: 12.0
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| 84 |
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kobj: 1.0
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| 85 |
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nbs: 64
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| 86 |
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hsv_h: 0.015
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| 87 |
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hsv_s: 0.7
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| 88 |
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hsv_v: 0.4
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| 89 |
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degrees: 0.0
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| 90 |
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translate: 0.1
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| 91 |
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scale: 0.5
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| 92 |
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shear: 0.0
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| 93 |
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perspective: 0.0
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| 94 |
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flipud: 0.0
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| 95 |
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fliplr: 0.5
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| 96 |
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bgr: 0.0
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| 97 |
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mosaic: 1.0
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| 98 |
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mixup: 0.0
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| 99 |
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copy_paste: 0.1
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| 100 |
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copy_paste_mode: flip
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| 101 |
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auto_augment: randaugment
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| 102 |
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erasing: 0.4
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| 103 |
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crop_fraction: 1.0
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| 104 |
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cfg: null
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| 105 |
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tracker: botsort.yaml
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| 106 |
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save_dir: /kaggle/working/yolov12/runs/detect/train
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yolov12m/confusion_matrix.png
ADDED
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yolov12m/confusion_matrix_normalized.png
ADDED
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yolov12m/events.out.tfevents.1760417523.6e4b92d43c6f.19.0
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:64205ecdb0893eb3456dc55b711522f44e1934f217e0bdc631b634caa8f96820
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| 3 |
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size 631604
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yolov12m/hparams.json
ADDED
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@@ -0,0 +1,15 @@
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{
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| 2 |
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"model": "yolov12m.pt",
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| 3 |
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"data": "/kaggle/input/brisc-yolo/data.yaml",
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| 4 |
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"imgsz": 512,
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| 5 |
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"batch": 4,
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| 6 |
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"epochs": 150,
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| 7 |
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"patience": 20,
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| 8 |
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"cos_lr": true,
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| 9 |
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"lr0": 0.01,
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| 10 |
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"lrf": 0.01,
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| 11 |
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"device": 0,
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| 12 |
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"workers": 4,
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| 13 |
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"optimizer": "auto",
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| 14 |
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"verbose": false
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| 15 |
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}
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yolov12m/labels.jpg
ADDED
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Git LFS Details
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yolov12m/labels_correlogram.jpg
ADDED
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Git LFS Details
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yolov12m/results.csv
ADDED
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@@ -0,0 +1,151 @@
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|
| 1 |
+
epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2
|
| 2 |
+
1,163.068,1.87331,2.03579,1.9064,0.5097,0.55786,0.45144,0.20589,1.89413,3.62944,2.10896,0.00066582,0.00066582,0.00066582
|
| 3 |
+
2,311.412,1.9,1.83626,1.94139,0.72388,0.55177,0.62705,0.29777,1.81976,2.05795,2.07151,0.00133234,0.00133234,0.00133234
|
| 4 |
+
3,457.645,1.83002,1.72662,1.87575,0.75203,0.60212,0.69897,0.35911,1.75347,1.66442,1.96661,0.00199828,0.00199828,0.00199828
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| 5 |
+
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| 6 |
+
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| 7 |
+
6,894.249,1.71069,1.42855,1.78192,0.79487,0.65606,0.75775,0.40502,1.65072,1.45219,1.87563,0.00199458,0.00199458,0.00199458
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| 8 |
+
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| 9 |
+
8,1185.26,1.64323,1.33307,1.71631,0.81727,0.70037,0.79411,0.43985,1.63189,1.15923,1.82246,0.00198938,0.00198938,0.00198938
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| 10 |
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9,1330.58,1.63807,1.33279,1.71718,0.8381,0.69062,0.79395,0.43623,1.63151,1.19921,1.84684,0.00198614,0.00198614,0.00198614
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| 11 |
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10,1476.27,1.64543,1.27991,1.71019,0.76851,0.69306,0.76758,0.42883,1.61673,1.27021,1.81278,0.00198246,0.00198246,0.00198246
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| 12 |
+
11,1621.78,1.66432,1.29,1.73125,0.83064,0.7162,0.80094,0.45822,1.6273,1.14041,1.82668,0.00197837,0.00197837,0.00197837
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| 13 |
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12,1767.55,1.60199,1.20533,1.67839,0.86384,0.71095,0.82759,0.46979,1.56075,1.13681,1.74951,0.00197384,0.00197384,0.00197384
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| 14 |
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13,1913.19,1.61345,1.22322,1.67744,0.80754,0.71011,0.80413,0.46584,1.58207,1.13429,1.73014,0.0019689,0.0019689,0.0019689
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| 15 |
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14,2058.72,1.59523,1.18774,1.66549,0.84994,0.74178,0.83869,0.48027,1.58709,1.05498,1.76902,0.00196353,0.00196353,0.00196353
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| 16 |
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15,2204.59,1.58681,1.15738,1.65211,0.85838,0.74665,0.85197,0.48766,1.55141,1.01808,1.75759,0.00195775,0.00195775,0.00195775
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| 17 |
+
16,2350.81,1.59187,1.13257,1.65518,0.84908,0.6894,0.80124,0.45379,1.6038,1.15824,1.77716,0.00195155,0.00195155,0.00195155
|
| 18 |
+
17,2496.37,1.59667,1.14422,1.65939,0.85785,0.74787,0.84335,0.48704,1.54684,1.04608,1.74411,0.00194493,0.00194493,0.00194493
|
| 19 |
+
18,2641.79,1.55343,1.09366,1.61545,0.84224,0.72182,0.81521,0.48227,1.55502,1.09962,1.72435,0.00193791,0.00193791,0.00193791
|
| 20 |
+
19,2787.01,1.58346,1.11158,1.64918,0.82743,0.74751,0.82941,0.47191,1.56006,1.03659,1.7213,0.00193048,0.00193048,0.00193048
|
| 21 |
+
20,2932.77,1.55711,1.09894,1.6142,0.87363,0.7326,0.8469,0.49609,1.53632,1.01763,1.70054,0.00192264,0.00192264,0.00192264
|
| 22 |
+
21,3078.36,1.54239,1.08087,1.60924,0.83605,0.77467,0.84858,0.48881,1.54417,0.99396,1.73133,0.00191441,0.00191441,0.00191441
|
| 23 |
+
22,3223.92,1.54227,1.0835,1.62061,0.84436,0.77954,0.85205,0.49126,1.53833,0.96772,1.70456,0.00190578,0.00190578,0.00190578
|
| 24 |
+
23,3369.35,1.55391,1.07984,1.61579,0.84009,0.7423,0.85581,0.50422,1.52242,0.98001,1.7144,0.00189675,0.00189675,0.00189675
|
| 25 |
+
24,3515.72,1.50895,1.04979,1.57751,0.85105,0.7637,0.85949,0.49855,1.52161,0.97215,1.72166,0.00188734,0.00188734,0.00188734
|
| 26 |
+
25,3662.04,1.52626,1.05573,1.5967,0.8755,0.7503,0.85719,0.49379,1.54457,0.97683,1.73416,0.00187754,0.00187754,0.00187754
|
| 27 |
+
26,3808.62,1.52127,1.04156,1.58889,0.8758,0.79875,0.8602,0.50982,1.51825,0.92853,1.6911,0.00186737,0.00186737,0.00186737
|
| 28 |
+
27,3955.14,1.50194,1.02583,1.58573,0.86879,0.74056,0.85378,0.49755,1.55067,0.97429,1.7367,0.00185681,0.00185681,0.00185681
|
| 29 |
+
28,4101.49,1.51048,0.997,1.5865,0.85035,0.7905,0.87013,0.511,1.52347,0.90969,1.68536,0.00184588,0.00184588,0.00184588
|
| 30 |
+
29,4248.21,1.51662,1.00501,1.59143,0.87317,0.77832,0.87633,0.51933,1.49251,0.91009,1.67553,0.00183459,0.00183459,0.00183459
|
| 31 |
+
30,4394.92,1.49612,0.9936,1.56798,0.8733,0.78077,0.8746,0.52376,1.50485,0.90713,1.6856,0.00182294,0.00182294,0.00182294
|
| 32 |
+
31,4541.79,1.48619,0.97968,1.56976,0.86765,0.78254,0.87537,0.52308,1.50187,0.93206,1.66384,0.00181093,0.00181093,0.00181093
|
| 33 |
+
32,4687.99,1.48852,0.98299,1.55705,0.86653,0.79868,0.8771,0.52209,1.49176,0.89885,1.65349,0.00179856,0.00179856,0.00179856
|
| 34 |
+
33,4834.27,1.49104,0.9688,1.56859,0.87945,0.77101,0.87804,0.51459,1.50793,0.90435,1.69377,0.00178586,0.00178586,0.00178586
|
| 35 |
+
34,4980.88,1.48469,0.9895,1.57101,0.86995,0.79036,0.88,0.52165,1.51763,0.88644,1.69888,0.00177281,0.00177281,0.00177281
|
| 36 |
+
35,5127.91,1.47216,0.96629,1.5432,0.8722,0.77307,0.87607,0.52148,1.51005,0.89509,1.68553,0.00175943,0.00175943,0.00175943
|
| 37 |
+
36,5274.49,1.47451,0.96779,1.56234,0.90809,0.77022,0.87934,0.51449,1.54166,0.88449,1.69784,0.00174571,0.00174571,0.00174571
|
| 38 |
+
37,5420.55,1.47746,0.94255,1.55136,0.85547,0.78076,0.87668,0.51441,1.51189,0.9114,1.6657,0.00173168,0.00173168,0.00173168
|
| 39 |
+
38,5566.72,1.46558,0.93007,1.54942,0.86636,0.78441,0.87884,0.52674,1.47795,0.89898,1.63378,0.00171733,0.00171733,0.00171733
|
| 40 |
+
39,5712.69,1.48115,0.94011,1.55246,0.88655,0.78052,0.87785,0.51756,1.51244,0.89904,1.68114,0.00170267,0.00170267,0.00170267
|
| 41 |
+
40,5858.64,1.46358,0.9255,1.53513,0.86848,0.80435,0.88771,0.53524,1.47301,0.85273,1.63944,0.0016877,0.0016877,0.0016877
|
| 42 |
+
41,6004.57,1.46317,0.92771,1.5529,0.88975,0.81851,0.89547,0.53667,1.50817,0.82741,1.67546,0.00167244,0.00167244,0.00167244
|
| 43 |
+
42,6150.65,1.46248,0.93966,1.54951,0.90579,0.80633,0.89607,0.53695,1.48813,0.82517,1.65775,0.00165689,0.00165689,0.00165689
|
| 44 |
+
43,6297.21,1.44795,0.92861,1.5263,0.8713,0.80814,0.88779,0.53058,1.49686,0.85027,1.65465,0.00164105,0.00164105,0.00164105
|
| 45 |
+
44,6443.14,1.44439,0.89428,1.52572,0.87397,0.81089,0.88404,0.52884,1.5095,0.84217,1.69359,0.00162494,0.00162494,0.00162494
|
| 46 |
+
45,6589.23,1.44437,0.91459,1.53777,0.89393,0.80633,0.89558,0.53896,1.4823,0.82439,1.65425,0.00160855,0.00160855,0.00160855
|
| 47 |
+
46,6735.04,1.45148,0.89318,1.54074,0.87513,0.82803,0.89736,0.53664,1.50567,0.81206,1.65293,0.00159191,0.00159191,0.00159191
|
| 48 |
+
47,6880.63,1.43952,0.92028,1.53064,0.89534,0.82948,0.90599,0.54762,1.48686,0.80561,1.64181,0.00157501,0.00157501,0.00157501
|
| 49 |
+
48,7026.86,1.4366,0.89037,1.52212,0.91341,0.78685,0.89767,0.54432,1.47627,0.80105,1.64824,0.00155786,0.00155786,0.00155786
|
| 50 |
+
49,7172.79,1.42977,0.9003,1.51613,0.89947,0.80645,0.89887,0.54762,1.47505,0.80824,1.66494,0.00154047,0.00154047,0.00154047
|
| 51 |
+
50,7318.44,1.44093,0.89011,1.5241,0.87617,0.82095,0.89324,0.5546,1.46194,0.8267,1.61482,0.00152285,0.00152285,0.00152285
|
| 52 |
+
51,7464.67,1.39721,0.85771,1.48855,0.90288,0.81527,0.89722,0.54699,1.4673,0.79333,1.61631,0.001505,0.001505,0.001505
|
| 53 |
+
52,7609.98,1.41657,0.87518,1.49368,0.90444,0.7905,0.89787,0.54588,1.47796,0.80302,1.63858,0.00148694,0.00148694,0.00148694
|
| 54 |
+
53,7756.12,1.40855,0.85034,1.49166,0.89755,0.81973,0.90968,0.55263,1.49083,0.78615,1.65841,0.00146866,0.00146866,0.00146866
|
| 55 |
+
54,7902.48,1.41149,0.86893,1.49298,0.89746,0.82095,0.90201,0.54087,1.46439,0.80067,1.62671,0.00145019,0.00145019,0.00145019
|
| 56 |
+
55,8048.65,1.39727,0.82998,1.49008,0.90455,0.84166,0.91298,0.53959,1.47229,0.78928,1.62112,0.00143152,0.00143152,0.00143152
|
| 57 |
+
56,8194.65,1.39405,0.84248,1.48049,0.89617,0.81121,0.90152,0.54458,1.48467,0.79652,1.63056,0.00141267,0.00141267,0.00141267
|
| 58 |
+
57,8340.85,1.37656,0.82339,1.47021,0.88357,0.86114,0.9182,0.54827,1.49412,0.75684,1.66571,0.00139364,0.00139364,0.00139364
|
| 59 |
+
58,8486.95,1.39586,0.81395,1.47203,0.90471,0.84423,0.90327,0.55391,1.48152,0.75818,1.64591,0.00137444,0.00137444,0.00137444
|
| 60 |
+
59,8633.51,1.39348,0.82756,1.48951,0.9073,0.81486,0.91201,0.55207,1.48267,0.76993,1.655,0.00135509,0.00135509,0.00135509
|
| 61 |
+
60,8780.14,1.37926,0.81214,1.46525,0.88588,0.8246,0.90471,0.55379,1.46083,0.77353,1.61191,0.00133558,0.00133558,0.00133558
|
| 62 |
+
61,8927.01,1.3925,0.82811,1.4696,0.91431,0.83177,0.91789,0.56054,1.45293,0.76563,1.60659,0.00131593,0.00131593,0.00131593
|
| 63 |
+
62,9073.51,1.38323,0.81407,1.47763,0.92649,0.81242,0.91188,0.5526,1.46179,0.75068,1.64154,0.00129614,0.00129614,0.00129614
|
| 64 |
+
63,9220.07,1.36276,0.79779,1.45738,0.90589,0.84287,0.91787,0.56199,1.45804,0.73223,1.63149,0.00127623,0.00127623,0.00127623
|
| 65 |
+
64,9366.89,1.38395,0.79175,1.4757,0.91669,0.84166,0.91194,0.5534,1.47815,0.75547,1.63417,0.0012562,0.0012562,0.0012562
|
| 66 |
+
65,9513.07,1.36809,0.80112,1.47001,0.88745,0.84531,0.91045,0.55624,1.46171,0.76206,1.63736,0.00123607,0.00123607,0.00123607
|
| 67 |
+
66,9659.52,1.36305,0.78173,1.45581,0.89311,0.85749,0.91447,0.56255,1.45365,0.73865,1.60809,0.00121583,0.00121583,0.00121583
|
| 68 |
+
67,9806.3,1.39434,0.80181,1.48048,0.89358,0.85911,0.91623,0.55529,1.47654,0.74996,1.64999,0.00119551,0.00119551,0.00119551
|
| 69 |
+
68,9953.73,1.36372,0.79194,1.46777,0.90753,0.82217,0.911,0.55824,1.46964,0.78148,1.62478,0.0011751,0.0011751,0.0011751
|
| 70 |
+
69,10100.7,1.33633,0.76863,1.43972,0.91818,0.83382,0.92104,0.56221,1.47037,0.72898,1.63509,0.00115462,0.00115462,0.00115462
|
| 71 |
+
70,10248.4,1.35314,0.76236,1.45452,0.9079,0.85252,0.91946,0.56246,1.46214,0.73274,1.61599,0.00113408,0.00113408,0.00113408
|
| 72 |
+
71,10396.7,1.36352,0.76499,1.45831,0.91276,0.83557,0.91435,0.55925,1.47212,0.72642,1.64335,0.00111348,0.00111348,0.00111348
|
| 73 |
+
72,10543.3,1.32302,0.74632,1.43003,0.9124,0.84994,0.92015,0.5622,1.47282,0.72748,1.63607,0.00109284,0.00109284,0.00109284
|
| 74 |
+
73,10690.2,1.33787,0.75224,1.43592,0.90657,0.84653,0.92247,0.55942,1.47273,0.72974,1.63456,0.00107216,0.00107216,0.00107216
|
| 75 |
+
74,10837,1.32202,0.7592,1.42918,0.91909,0.84044,0.91844,0.55994,1.47292,0.71957,1.63752,0.00105146,0.00105146,0.00105146
|
| 76 |
+
75,10982.9,1.33337,0.77112,1.43552,0.92741,0.84028,0.91735,0.56197,1.47156,0.72323,1.62452,0.00103073,0.00103073,0.00103073
|
| 77 |
+
76,11129.3,1.35465,0.75458,1.44595,0.91365,0.85871,0.91851,0.56468,1.45825,0.73204,1.60456,0.00101,0.00101,0.00101
|
| 78 |
+
77,11275.4,1.32212,0.74483,1.42793,0.88545,0.87089,0.91786,0.56401,1.46444,0.71108,1.6256,0.000989267,0.000989267,0.000989267
|
| 79 |
+
78,11421.8,1.29935,0.73439,1.4286,0.91352,0.86205,0.92372,0.56897,1.45302,0.70877,1.62138,0.000968543,0.000968543,0.000968543
|
| 80 |
+
79,11568,1.2989,0.71645,1.41806,0.92681,0.84287,0.91991,0.56495,1.47002,0.71426,1.64207,0.000947837,0.000947837,0.000947837
|
| 81 |
+
80,11714.3,1.32239,0.7261,1.42739,0.89905,0.8678,0.92145,0.56916,1.46309,0.70006,1.62073,0.000927159,0.000927159,0.000927159
|
| 82 |
+
81,11860.3,1.31575,0.72242,1.4294,0.92657,0.84775,0.92535,0.56618,1.47806,0.70684,1.65723,0.000906517,0.000906517,0.000906517
|
| 83 |
+
82,12006,1.30348,0.72127,1.41654,0.93696,0.83282,0.91725,0.56611,1.47365,0.70599,1.6384,0.00088592,0.00088592,0.00088592
|
| 84 |
+
83,12152,1.30934,0.71512,1.42423,0.92434,0.84823,0.91661,0.56512,1.46516,0.69743,1.63265,0.000865378,0.000865378,0.000865378
|
| 85 |
+
84,12311,1.29871,0.70326,1.40486,0.91397,0.86704,0.91737,0.55886,1.48081,0.69643,1.6464,0.000844899,0.000844899,0.000844899
|
| 86 |
+
85,12456.8,1.29028,0.70052,1.40043,0.92273,0.85505,0.92181,0.57216,1.46378,0.68642,1.63784,0.000824492,0.000824492,0.000824492
|
| 87 |
+
86,12603,1.30247,0.70353,1.41364,0.92825,0.85262,0.92342,0.56944,1.46832,0.6808,1.6306,0.000804167,0.000804167,0.000804167
|
| 88 |
+
87,12748.9,1.27399,0.68897,1.39748,0.93068,0.8503,0.92524,0.57498,1.46284,0.69073,1.6312,0.000783933,0.000783933,0.000783933
|
| 89 |
+
88,12894.8,1.26719,0.68374,1.39366,0.93065,0.86637,0.92249,0.56909,1.46892,0.68488,1.64393,0.000763797,0.000763797,0.000763797
|
| 90 |
+
89,13040.6,1.26958,0.69114,1.39119,0.93055,0.86501,0.92739,0.56874,1.46933,0.67278,1.62976,0.000743769,0.000743769,0.000743769
|
| 91 |
+
90,13186.7,1.27761,0.6816,1.39496,0.91084,0.87102,0.92332,0.57097,1.47232,0.68425,1.63603,0.000723859,0.000723859,0.000723859
|
| 92 |
+
91,13333.5,1.2709,0.69691,1.38758,0.92729,0.85435,0.92257,0.56562,1.47311,0.68636,1.63244,0.000704073,0.000704073,0.000704073
|
| 93 |
+
92,13479.4,1.27592,0.68332,1.38436,0.93428,0.84844,0.92259,0.56692,1.46021,0.69623,1.60346,0.000684422,0.000684422,0.000684422
|
| 94 |
+
93,13625.8,1.26773,0.67835,1.38495,0.91613,0.86481,0.92333,0.56667,1.46225,0.68637,1.63006,0.000664914,0.000664914,0.000664914
|
| 95 |
+
94,13772.3,1.27159,0.67775,1.39451,0.92172,0.87489,0.92461,0.57454,1.45695,0.6707,1.6307,0.000645557,0.000645557,0.000645557
|
| 96 |
+
95,13919.4,1.27544,0.68694,1.39772,0.90794,0.87697,0.92614,0.57209,1.46203,0.67435,1.63051,0.00062636,0.00062636,0.00062636
|
| 97 |
+
96,14065.8,1.24955,0.65895,1.37933,0.92024,0.8514,0.9199,0.57056,1.46434,0.67824,1.63458,0.000607331,0.000607331,0.000607331
|
| 98 |
+
97,14212.2,1.24796,0.67434,1.3747,0.91242,0.86287,0.92199,0.57284,1.4646,0.67258,1.63043,0.000588479,0.000588479,0.000588479
|
| 99 |
+
98,14358.2,1.2436,0.6563,1.3688,0.90727,0.85871,0.92284,0.57222,1.46369,0.67011,1.61789,0.000569811,0.000569811,0.000569811
|
| 100 |
+
99,14504.2,1.24084,0.66424,1.36731,0.91914,0.86724,0.92881,0.57529,1.47282,0.67513,1.62419,0.000551337,0.000551337,0.000551337
|
| 101 |
+
100,14650.5,1.24892,0.66424,1.37541,0.91717,0.86313,0.92642,0.57316,1.46599,0.66436,1.622,0.000533064,0.000533064,0.000533064
|
| 102 |
+
101,14796.5,1.22608,0.64801,1.35361,0.9242,0.86137,0.9261,0.57229,1.46039,0.66308,1.62221,0.000515,0.000515,0.000515
|
| 103 |
+
102,14942.9,1.22862,0.65078,1.35602,0.92324,0.87211,0.9274,0.5746,1.46177,0.65952,1.6295,0.000497153,0.000497153,0.000497153
|
| 104 |
+
103,15089.2,1.23652,0.63665,1.36236,0.91676,0.87576,0.92898,0.57072,1.46482,0.66453,1.63477,0.000479531,0.000479531,0.000479531
|
| 105 |
+
104,15235.6,1.21149,0.63629,1.35175,0.92888,0.85749,0.92449,0.57455,1.46197,0.65043,1.62774,0.000462142,0.000462142,0.000462142
|
| 106 |
+
105,15382,1.22717,0.6326,1.36,0.92089,0.86845,0.92845,0.57385,1.47391,0.66723,1.63202,0.000444994,0.000444994,0.000444994
|
| 107 |
+
106,15528,1.22467,0.63482,1.36568,0.92958,0.87089,0.92962,0.57391,1.4855,0.65787,1.65496,0.000428093,0.000428093,0.000428093
|
| 108 |
+
107,15674.2,1.22375,0.61724,1.34554,0.91143,0.87942,0.92627,0.57245,1.48149,0.65553,1.64091,0.000411447,0.000411447,0.000411447
|
| 109 |
+
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Git LFS Details
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Git LFS Details
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Git LFS Details
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