kapoorlab commited on
Commit ·
164afaf
1
Parent(s): 4542fc4
models
Browse files- LaserAblation/laser_ablation/laser_ablation_yolo/args.yaml +106 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/confusion_matrix.png +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/confusion_matrix_normalized.png +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/events.out.tfevents.1740442011.jean-zay-visu1.4125711.0 +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/labels.jpg +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/labels_correlogram.jpg +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/results.csv +201 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/results.png +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/train_batch0.jpg +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/train_batch1.jpg +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/train_batch2.jpg +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/train_batch2280.jpg +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/train_batch2281.jpg +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/train_batch2282.jpg +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/val_batch0_labels.jpg +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/val_batch0_pred.jpg +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/weights/best.pt +3 -0
- LaserAblation/laser_ablation/laser_ablation_yolo/weights/last.pt +3 -0
- LaserAblation/laser_ablation/yolo11n.pt +3 -0
- Oneat/oneat_nuclei_ucl/catagories.json +1 -0
- Oneat/oneat_nuclei_ucl/cord.json +1 -0
- Oneat/oneat_nuclei_ucl/keras_metadata.pb +3 -0
- Oneat/oneat_nuclei_ucl/model.png +3 -0
- Oneat/oneat_nuclei_ucl/parameters.json +1 -0
- Oneat/oneat_nuclei_ucl/saved_model.pb +3 -0
- Oneat/oneat_nuclei_ucl/variables/variables.index +0 -0
LaserAblation/laser_ablation/laser_ablation_yolo/args.yaml
ADDED
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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: /lustre/fsn1/projects/rech/lzc/uzj81mi/ucl_models/LaserAblation/laser_ablation/yolo11n.pt
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data: conf/ablation_yolo.yaml
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epochs: 200
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time: null
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patience: 100
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batch: 8
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imgsz: 640
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save: true
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save_period: -1
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cache: false
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device: cuda
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workers: 8
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project: /lustre/fsn1/projects/rech/lzc/uzj81mi/ucl_models/LaserAblation/laser_ablation/
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name: laser_ablation_yolo
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exist_ok: false
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pretrained: true
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optimizer: auto
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verbose: true
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seed: 0
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deterministic: true
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single_cls: false
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rect: false
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cos_lr: false
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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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save_json: false
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save_hybrid: false
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conf: null
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iou: 0.7
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max_det: 300
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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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save_frames: false
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save_txt: false
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save_conf: false
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save_crop: false
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show_labels: true
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show_conf: true
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show_boxes: true
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line_width: null
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format: torchscript
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keras: false
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optimize: false
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int8: false
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dynamic: false
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simplify: true
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opset: null
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workspace: null
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nms: false
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lr0: 0.01
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lrf: 0.01
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momentum: 0.937
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weight_decay: 0.0005
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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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warmup_bias_lr: 0.1
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| 80 |
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box: 7.5
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cls: 0.5
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dfl: 1.5
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pose: 12.0
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kobj: 1.0
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nbs: 64
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hsv_h: 0.015
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hsv_s: 0.7
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hsv_v: 0.4
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degrees: 0.0
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translate: 0.1
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scale: 0.5
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shear: 0.0
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perspective: 0.0
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flipud: 0.0
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fliplr: 0.5
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bgr: 0.0
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mosaic: 1.0
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mixup: 0.0
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| 99 |
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copy_paste: 0.0
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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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erasing: 0.4
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crop_fraction: 1.0
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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: /lustre/fsn1/projects/rech/lzc/uzj81mi/ucl_models/LaserAblation/laser_ablation/laser_ablation_yolo
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LaserAblation/laser_ablation/laser_ablation_yolo/confusion_matrix.png
ADDED
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Git LFS Details
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LaserAblation/laser_ablation/laser_ablation_yolo/confusion_matrix_normalized.png
ADDED
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Git LFS Details
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LaserAblation/laser_ablation/laser_ablation_yolo/events.out.tfevents.1740442011.jean-zay-visu1.4125711.0
ADDED
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:a87439f5f1073b15340df036d8262b2558a28b8d39cef2392f9c1b2d2e8470a5
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| 3 |
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size 404600
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LaserAblation/laser_ablation/laser_ablation_yolo/labels.jpg
ADDED
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Git LFS Details
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LaserAblation/laser_ablation/laser_ablation_yolo/labels_correlogram.jpg
ADDED
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Git LFS Details
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LaserAblation/laser_ablation/laser_ablation_yolo/results.csv
ADDED
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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
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| 2 |
+
1,6.55094,2.51404,3.78771,2.56462,0,0,0,0,0,12.0625,0,0.00022,0.00022,0.00022
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| 3 |
+
2,8.68993,2.18659,3.32734,2.27022,0,0,0,0,0,12.0625,0,0.000457723,0.000457723,0.000457723
|
| 4 |
+
3,10.8265,1.86861,2.87926,1.93908,0,0,0,0,0,12.3281,0,0.00069307,0.00069307,0.00069307
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| 5 |
+
4,12.9967,1.78332,2.36517,1.76945,0,0,0,0,0,11.7422,0,0.000926041,0.000926041,0.000926041
|
| 6 |
+
5,15.0741,1.52869,2.26261,1.64107,0,0,0,0,0,11.5078,0,0.00115664,0.00115664,0.00115664
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| 7 |
+
6,17.1053,1.88322,2.56557,1.91485,0,0,0,0,0,16.875,0,0.00138485,0.00138485,0.00138485
|
| 8 |
+
7,19.2024,1.75227,2.09256,1.68222,0,0,0,0,0,12.3672,0,0.0016107,0.0016107,0.0016107
|
| 9 |
+
8,21.2196,1.71913,2.16538,1.72114,0,0,0,0,0,17.7344,0,0.00183416,0.00183416,0.00183416
|
| 10 |
+
9,23.2727,1.60695,1.86733,1.59041,0,0,0,0,0,37.3438,0,0.0019208,0.0019208,0.0019208
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| 11 |
+
10,25.2894,1.51586,1.88842,1.56014,0,0,0,0,0,31.6875,0,0.0019109,0.0019109,0.0019109
|
| 12 |
+
11,27.3123,1.72979,1.84788,1.63336,0,0,0,0,0,33.8125,0,0.001901,0.001901,0.001901
|
| 13 |
+
12,29.3504,1.7686,1.88566,1.67065,0,0,0,0,0,51.7188,0,0.0018911,0.0018911,0.0018911
|
| 14 |
+
13,31.4026,1.54503,1.87573,1.5294,0,0,0,0,0,37.5,0,0.0018812,0.0018812,0.0018812
|
| 15 |
+
14,33.4808,1.59124,1.74408,1.59024,0,0,0,0,0,31.5625,0,0.0018713,0.0018713,0.0018713
|
| 16 |
+
15,35.5379,1.55817,1.64104,1.54444,0,0,0,0,0,11.3906,0,0.0018614,0.0018614,0.0018614
|
| 17 |
+
16,37.5884,1.50541,1.61735,1.48576,0,0,0,0,0,13.5938,0,0.0018515,0.0018515,0.0018515
|
| 18 |
+
17,39.6363,1.69809,1.75233,1.74021,0,0,0,0,0,21,0,0.0018416,0.0018416,0.0018416
|
| 19 |
+
18,41.6568,1.4941,1.52085,1.45187,0,0,0,0,0,15.0391,0,0.0018317,0.0018317,0.0018317
|
| 20 |
+
19,43.7096,1.3464,1.31867,1.41186,0,0,0,0,0,8.07031,0,0.0018218,0.0018218,0.0018218
|
| 21 |
+
20,45.7307,1.43063,1.35045,1.41345,0,0,0,0,0,8.97656,0,0.0018119,0.0018119,0.0018119
|
| 22 |
+
21,47.7834,1.41692,1.3674,1.43823,0,0,0,0,0,13.125,0,0.001802,0.001802,0.001802
|
| 23 |
+
22,49.8037,1.62206,1.38774,1.59092,0,0,0,0,0,12.3516,0,0.0017921,0.0017921,0.0017921
|
| 24 |
+
23,51.8488,1.47931,1.29606,1.43049,0,0,0,0,0,10.2266,0,0.0017822,0.0017822,0.0017822
|
| 25 |
+
24,53.8726,1.65038,1.37223,1.65596,0,0,0,0,0,11.4922,0,0.0017723,0.0017723,0.0017723
|
| 26 |
+
25,55.9188,1.46648,1.34511,1.48263,0,0,0,0,0,9.24219,0,0.0017624,0.0017624,0.0017624
|
| 27 |
+
26,57.9487,1.54675,1.36115,1.58992,0,0,0,0,0,10.3984,0,0.0017525,0.0017525,0.0017525
|
| 28 |
+
27,59.9925,1.47129,1.2368,1.45536,0,0,0,0,0,13.8125,0,0.0017426,0.0017426,0.0017426
|
| 29 |
+
28,62.0164,1.45213,1.209,1.5412,0,0,0,0,0,13.2344,0,0.0017327,0.0017327,0.0017327
|
| 30 |
+
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58,122.059,1.49535,0.96594,1.48484,0,0,0,0,0,12.3906,0,0.0014357,0.0014357,0.0014357
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59,124.029,1.24113,0.85192,1.32334,0,0,0,0,0,12.7734,0,0.0014258,0.0014258,0.0014258
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61,127.965,1.43684,1.07662,1.46204,0,0,0,0,0,14.7344,0,0.001406,0.001406,0.001406
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62,129.926,1.28938,0.84567,1.36902,0,0,0,0,0,13.0859,0,0.0013961,0.0013961,0.0013961
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63,131.901,1.19162,0.79154,1.30276,0,0,0,0,0,12.3672,0,0.0013862,0.0013862,0.0013862
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64,133.85,1.34385,1.08771,1.33997,0,0,0,0,0,11.5625,0,0.0013763,0.0013763,0.0013763
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65,135.833,1.24603,0.84082,1.31959,0,0,0,0,0,9.63281,0,0.0013664,0.0013664,0.0013664
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| 70 |
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69,143.695,1.17897,0.83089,1.25976,0,0,0,0,0,15.3828,0,0.0013268,0.0013268,0.0013268
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82,170.11,1.13748,0.7297,1.24572,0,0,0,0,0,13.9141,0,0.0011981,0.0011981,0.0011981
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83,172.237,1.18612,0.74237,1.28795,0,0,0,0,0,14.3438,0,0.0011882,0.0011882,0.0011882
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84,174.3,1.23475,0.75392,1.24162,0,0,0,0,0,11.9375,0,0.0011783,0.0011783,0.0011783
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86,178.384,1.12161,0.75546,1.30257,0,0,0,0,0,8.28125,0,0.0011585,0.0011585,0.0011585
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| 89 |
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88,182.455,1.33725,0.70824,1.33875,0,0,0,0,0,10.3438,0,0.0011387,0.0011387,0.0011387
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| 90 |
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89,184.472,1.18276,0.78096,1.23902,0,0,0,0,0,11.9688,0,0.0011288,0.0011288,0.0011288
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| 92 |
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91,188.532,1.13707,0.7263,1.30684,0,0,0,0,0,13.4375,0,0.001109,0.001109,0.001109
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| 93 |
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92,190.519,1.15123,0.74701,1.31602,0,0,0,0,0,11.7656,0,0.0010991,0.0010991,0.0010991
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| 94 |
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93,192.553,1.18932,0.73046,1.23404,0,0,0,0,0,9.67188,0,0.0010892,0.0010892,0.0010892
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94,194.549,1.12706,0.66729,1.21859,0,0,0,0,0,9.16406,0,0.0010793,0.0010793,0.0010793
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95,196.655,1.18062,0.71516,1.2319,0,0,0,0,0,9.66406,0,0.0010694,0.0010694,0.0010694
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96,198.674,1.14964,0.67646,1.24919,0,0,0,0,0,9.38281,0,0.0010595,0.0010595,0.0010595
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97,200.741,1.06963,0.68258,1.21,0,0,0,0,0,10.1406,0,0.0010496,0.0010496,0.0010496
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98,202.733,1.12433,0.69423,1.21166,0,0,0,0,0,10.5703,0,0.0010397,0.0010397,0.0010397
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100,206.763,1.10558,0.65567,1.21383,0,0,0,0,0,11.8828,0,0.0010199,0.0010199,0.0010199
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101,208.787,1.21499,0.69883,1.28974,0,0,0,0,0,12.1016,0,0.00101,0.00101,0.00101
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102,210.781,1.14095,0.71575,1.2985,0,0,0,0,0,10.0703,0,0.0010001,0.0010001,0.0010001
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103,212.8,1.12339,0.702,1.2331,0,0,0,0,0,10.8281,0,0.0009902,0.0009902,0.0009902
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104,214.809,1.11324,0.66444,1.21694,0,0,0,0,0,11.6641,0,0.0009803,0.0009803,0.0009803
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105,216.841,1.16773,0.83396,1.26914,0,0,0,0,0,12.4688,0,0.0009704,0.0009704,0.0009704
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106,218.872,1.20912,0.7676,1.27602,0,0,0,0,0,12.6719,0,0.0009605,0.0009605,0.0009605
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107,220.932,1.15153,0.66746,1.27865,0,0,0,0,0,11.3203,0,0.0009506,0.0009506,0.0009506
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108,222.956,1.09605,0.62278,1.25343,0,0,0,0,0,10.9297,0,0.0009407,0.0009407,0.0009407
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109,225.016,1.18481,0.68445,1.27641,0,0,0,0,0,9.97656,0,0.0009308,0.0009308,0.0009308
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| 111 |
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110,227.042,1.09174,0.60773,1.22455,0,0,0,0,0,9.80469,0,0.0009209,0.0009209,0.0009209
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| 112 |
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111,229.104,1.10277,0.66194,1.28239,0,0,0,0,0,9.625,0,0.000911,0.000911,0.000911
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| 113 |
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112,231.138,1.20569,0.71771,1.27352,0,0,0,0,0,9.70312,0,0.0009011,0.0009011,0.0009011
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113,233.191,1.24313,0.70777,1.28759,0,0,0,0,0,10.3203,0,0.0008912,0.0008912,0.0008912
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114,235.217,1.07779,0.67488,1.20062,0,0,0,0,0,10.3984,0,0.0008813,0.0008813,0.0008813
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115,237.233,1.1138,0.69074,1.23875,0,0,0,0,0,11.4922,0,0.0008714,0.0008714,0.0008714
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116,239.232,1.43219,0.89663,1.43853,0,0,0,0,0,11.9922,0,0.0008615,0.0008615,0.0008615
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117,241.249,1.03212,1.02457,1.1041,0,0,0,0,0,11.3203,0,0.0008516,0.0008516,0.0008516
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118,243.286,1.15027,0.6706,1.20354,0,0,0,0,0,10.6562,0,0.0008417,0.0008417,0.0008417
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119,245.367,1.29636,0.74835,1.39495,0,0,0,0,0,10.2422,0,0.0008318,0.0008318,0.0008318
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120,247.401,1.194,0.65041,1.22962,0,0,0,0,0,9.99219,0,0.0008219,0.0008219,0.0008219
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121,249.553,1.06901,0.66659,1.29449,0,0,0,0,0,11.4688,0,0.000812,0.000812,0.000812
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122,251.599,1.03042,0.6012,1.21418,0,0,0,0,0,12.3203,0,0.0008021,0.0008021,0.0008021
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123,253.659,1.09641,0.64258,1.20716,0,0,0,0,0,13.0781,0,0.0007922,0.0007922,0.0007922
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124,255.694,1.09302,0.61432,1.1718,0,0,0,0,0,13.0391,0,0.0007823,0.0007823,0.0007823
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125,257.745,1.15119,0.65303,1.22345,0,0,0,0,0,11.6016,0,0.0007724,0.0007724,0.0007724
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126,259.774,1.08451,0.60667,1.17208,0,0,0,0,0,11.5859,0,0.0007625,0.0007625,0.0007625
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127,261.816,1.09575,0.65074,1.25669,0,0,0,0,0,11.4297,0,0.0007526,0.0007526,0.0007526
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128,263.831,1.13642,0.5967,1.18982,0,0,0,0,0,11.2266,0,0.0007427,0.0007427,0.0007427
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129,265.878,1.27125,0.66059,1.28942,0,0,0,0,0,10.0625,0,0.0007328,0.0007328,0.0007328
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130,267.872,1.10722,0.60649,1.20365,0,0,0,0,0,9.82031,0,0.0007229,0.0007229,0.0007229
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| 132 |
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131,269.885,1.14746,0.7118,1.34488,0,0,0,0,0,10.1953,0,0.000713,0.000713,0.000713
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132,271.87,1.08489,0.62958,1.20307,0,0,0,0,0,10.1562,0,0.0007031,0.0007031,0.0007031
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133,273.886,0.94524,0.55547,1.14378,0,0,0,0,0,11.1172,0,0.0006932,0.0006932,0.0006932
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134,275.891,1.05482,0.60664,1.21865,0,0,0,0,0,12.1484,0,0.0006833,0.0006833,0.0006833
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135,277.918,1.02277,0.60412,1.2236,0,0,0,0,0,12.5312,0,0.0006734,0.0006734,0.0006734
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136,279.927,1.08744,0.59174,1.19814,0,0,0,0,0,11.8516,0,0.0006635,0.0006635,0.0006635
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137,281.954,1.20565,0.67787,1.239,0,0,0,0,0,11.7031,0,0.0006536,0.0006536,0.0006536
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138,283.968,1.11499,0.67044,1.37403,0,0,0,0,0,11.3984,0,0.0006437,0.0006437,0.0006437
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139,286.006,1.17942,0.63238,1.30986,0,0,0,0,0,11.9531,0,0.0006338,0.0006338,0.0006338
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140,288.014,1.03965,0.61643,1.19957,0,0,0,0,0,12.3125,0,0.0006239,0.0006239,0.0006239
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| 142 |
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141,290.043,0.97476,0.83682,1.085,0,0,0,0,0,11.7656,0,0.000614,0.000614,0.000614
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| 143 |
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142,292.053,1.02637,0.59095,1.18044,0,0,0,0,0,11.2734,0,0.0006041,0.0006041,0.0006041
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143,294.068,1.05305,0.56113,1.18285,0,0,0,0,0,11.7812,0,0.0005942,0.0005942,0.0005942
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144,296.085,1.14112,0.93518,1.22226,0,0,0,0,0,11.6328,0,0.0005843,0.0005843,0.0005843
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| 146 |
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145,298.086,1.01487,0.57339,1.15397,0,0,0,0,0,11,0,0.0005744,0.0005744,0.0005744
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146,300.113,0.97909,0.55483,1.15324,0,0,0,0,0,10.7422,0,0.0005645,0.0005645,0.0005645
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| 148 |
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147,302.147,1.06508,0.59272,1.21288,0,0,0,0,0,11.7422,0,0.0005546,0.0005546,0.0005546
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148,304.169,0.95549,0.5708,1.12757,0,0,0,0,0,12.4688,0,0.0005447,0.0005447,0.0005447
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| 150 |
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149,306.201,1.0701,0.60034,1.25876,0,0,0,0,0,13.2969,0,0.0005348,0.0005348,0.0005348
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| 151 |
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150,308.198,0.99569,0.57275,1.19607,0,0,0,0,0,12.6562,0,0.0005249,0.0005249,0.0005249
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151,310.251,1.11135,0.60592,1.22868,0,0,0,0,0,11.6875,0,0.000515,0.000515,0.000515
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