Adding v1
Browse files- .gitattributes +1 -0
- README.md +0 -3
- v1/billiards-yolov8n.onnx +3 -0
- v1/billiards-yolov8n.pt +3 -0
- v1/config.json +12 -0
- v1/metadata/BoxF1_curve.png +3 -0
- v1/metadata/BoxPR_curve.png +3 -0
- v1/metadata/BoxP_curve.png +3 -0
- v1/metadata/BoxR_curve.png +3 -0
- v1/metadata/args.yaml +106 -0
- v1/metadata/results.csv +101 -0
.gitattributes
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README.md
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---
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license: mit
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---
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v1/billiards-yolov8n.onnx
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version https://git-lfs.github.com/spec/v1
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v1/billiards-yolov8n.pt
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version https://git-lfs.github.com/spec/v1
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v1/config.json
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{
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"model_name": "billiards-yolov8n",
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"format": "onnx",
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"input_size": 640,
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"framework": "YOLOv8-nano",
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"classes": ["cue", "ball"],
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"num_classes": 3,
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"pretrained": false,
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"training_dataset": "https://huggingface.co/datasets/jchadwick/billiards",
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"version": "v1"
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}
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v1/metadata/BoxF1_curve.png
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Git LFS Details
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v1/metadata/BoxPR_curve.png
ADDED
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Git LFS Details
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v1/metadata/BoxP_curve.png
ADDED
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Git LFS Details
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v1/metadata/BoxR_curve.png
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Git LFS Details
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v1/metadata/args.yaml
ADDED
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| 1 |
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task: detect
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mode: train
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model: yolov8n.pt
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data: /Users/jchadwick/code/billiards-trainer/dataset/data.yaml
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| 5 |
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epochs: 100
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time: null
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| 7 |
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patience: 20
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| 8 |
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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: mps
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workers: 8
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project: /Users/jchadwick/code/billiards-trainer/models/training_runs
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name: yolov8n_pool_v117
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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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compile: 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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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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| 68 |
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dynamic: false
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simplify: true
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opset: null
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| 71 |
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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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| 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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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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cutmix: 0.0
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copy_paste: 0.0
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copy_paste_mode: flip
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auto_augment: randaugment
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erasing: 0.4
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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: /Users/jchadwick/code/billiards-trainer/models/training_runs/yolov8n_pool_v117
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v1/metadata/results.csv
ADDED
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| 1 |
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| 33 |
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32,612.541,0.79704,0.62084,0.86176,0.90925,0.90931,0.92349,0.70855,0.62341,0.51586,0.8562,0.0011554,0.0011554,0.0011554
|
| 34 |
+
33,635.046,0.78398,0.58908,0.84785,0.96958,0.79167,0.83938,0.61975,0.70127,0.55245,0.8563,0.00113889,0.00113889,0.00113889
|
| 35 |
+
34,654.829,0.74044,0.57323,0.84829,0.94588,0.90931,0.93764,0.72751,0.60298,0.51915,0.85483,0.00112239,0.00112239,0.00112239
|
| 36 |
+
35,677.684,0.77024,0.58023,0.85057,0.90688,0.85049,0.86095,0.6802,0.60264,0.50214,0.85724,0.00110589,0.00110589,0.00110589
|
| 37 |
+
36,701.316,0.75665,0.55499,0.84192,0.90638,0.84319,0.84053,0.64736,0.61015,0.4989,0.85552,0.00108938,0.00108938,0.00108938
|
| 38 |
+
37,725.661,0.77311,0.59413,0.85957,0.94851,0.82108,0.87277,0.64883,0.58787,0.4781,0.85481,0.00107288,0.00107288,0.00107288
|
| 39 |
+
38,750.689,0.72886,0.55524,0.85633,0.85465,0.73529,0.74366,0.55014,0.62716,0.47452,0.8511,0.00105638,0.00105638,0.00105638
|
| 40 |
+
39,777.799,0.74687,0.55064,0.84684,0.90136,0.67892,0.73199,0.52171,0.63642,0.48732,0.85247,0.00103987,0.00103987,0.00103987
|
| 41 |
+
40,803.827,0.74495,0.56574,0.84057,0.86404,0.8799,0.85644,0.61833,0.65004,0.50272,0.85518,0.00102337,0.00102337,0.00102337
|
| 42 |
+
41,828.216,0.82433,0.58533,0.85494,0.89417,0.90931,0.91468,0.67113,0.68866,0.51583,0.86285,0.00100687,0.00100687,0.00100687
|
| 43 |
+
42,853.964,0.7634,0.55192,0.84677,0.89506,0.90931,0.90254,0.71692,0.61813,0.49883,0.8601,0.000990365,0.000990365,0.000990365
|
| 44 |
+
43,879.596,0.76873,0.57032,0.85765,0.93128,0.90636,0.92719,0.73208,0.61487,0.49313,0.86369,0.000973861,0.000973861,0.000973861
|
| 45 |
+
44,904.547,0.78946,0.56197,0.84511,0.91299,0.95524,0.93558,0.73174,0.60181,0.46589,0.85646,0.000957358,0.000957358,0.000957358
|
| 46 |
+
45,929.987,0.78674,0.54545,0.84282,0.90356,0.93873,0.92679,0.69477,0.70179,0.48879,0.86033,0.000940855,0.000940855,0.000940855
|
| 47 |
+
46,955.111,0.79916,0.55454,0.85055,0.89731,0.93873,0.90884,0.6972,0.58471,0.45531,0.86067,0.000924352,0.000924352,0.000924352
|
| 48 |
+
47,979.234,0.77352,0.55377,0.84256,0.91574,0.962,0.94354,0.69756,0.61197,0.4531,0.85689,0.000907848,0.000907848,0.000907848
|
| 49 |
+
48,1004.38,0.72131,0.53139,0.84577,0.96529,0.9023,0.9519,0.73396,0.55129,0.44092,0.85404,0.000891345,0.000891345,0.000891345
|
| 50 |
+
49,1027.2,0.72147,0.51352,0.83998,0.95232,0.90931,0.92761,0.7414,0.62692,0.44962,0.84998,0.000874842,0.000874842,0.000874842
|
| 51 |
+
50,1049.65,0.79546,0.52983,0.8444,0.91207,0.90931,0.91298,0.74956,0.60198,0.4453,0.85512,0.000858338,0.000858338,0.000858338
|
| 52 |
+
51,1071.26,0.7639,0.52942,0.84829,0.92251,0.90931,0.92609,0.70209,0.7181,0.49,0.85879,0.000841835,0.000841835,0.000841835
|
| 53 |
+
52,1093.52,0.8021,0.54985,0.84297,0.96435,0.90064,0.93762,0.73351,0.60919,0.46358,0.85914,0.000825332,0.000825332,0.000825332
|
| 54 |
+
53,1114.04,0.79592,0.52441,0.83236,0.9525,0.90931,0.93975,0.73983,0.62409,0.4417,0.856,0.000808828,0.000808828,0.000808828
|
| 55 |
+
54,1135.78,0.73423,0.51819,0.85321,0.96383,0.93551,0.95145,0.7545,0.54209,0.43842,0.85549,0.000792325,0.000792325,0.000792325
|
| 56 |
+
55,1158.18,0.69602,0.50454,0.84176,0.96364,0.93123,0.947,0.74668,0.58578,0.43463,0.85456,0.000775822,0.000775822,0.000775822
|
| 57 |
+
56,1181.01,0.71624,0.50076,0.85107,0.9543,0.90931,0.93368,0.75145,0.57147,0.42239,0.85523,0.000759318,0.000759318,0.000759318
|
| 58 |
+
57,1202.74,0.72321,0.51476,0.84041,0.96032,0.87654,0.92934,0.7518,0.56582,0.42086,0.85446,0.000742815,0.000742815,0.000742815
|
| 59 |
+
58,1225.53,0.69306,0.50507,0.83765,0.85453,0.93873,0.92105,0.75434,0.53531,0.42237,0.84963,0.000726312,0.000726312,0.000726312
|
| 60 |
+
59,1247.89,0.65692,0.47877,0.83624,0.93101,0.93873,0.92422,0.74711,0.55508,0.41896,0.85051,0.000709809,0.000709809,0.000709809
|
| 61 |
+
60,1277.71,0.6888,0.50441,0.84438,0.93186,0.93873,0.92369,0.75042,0.55223,0.41227,0.85229,0.000693305,0.000693305,0.000693305
|
| 62 |
+
61,1307.02,0.69936,0.48372,0.8286,0.86594,0.93873,0.91894,0.73827,0.5468,0.42376,0.8535,0.000676802,0.000676802,0.000676802
|
| 63 |
+
62,1332.34,0.71993,0.48862,0.83862,0.86749,0.91431,0.92508,0.74244,0.53887,0.41144,0.85374,0.000660299,0.000660299,0.000660299
|
| 64 |
+
63,1360.29,0.69542,0.48755,0.84132,0.88678,0.92019,0.92079,0.74334,0.53406,0.40957,0.8512,0.000643795,0.000643795,0.000643795
|
| 65 |
+
64,1384.89,0.72596,0.50928,0.85091,0.90513,0.93873,0.92536,0.73929,0.54095,0.41073,0.85389,0.000627292,0.000627292,0.000627292
|
| 66 |
+
65,1410.79,0.6758,0.47205,0.83246,0.95701,0.90931,0.93576,0.75886,0.5409,0.413,0.85878,0.000610789,0.000610789,0.000610789
|
| 67 |
+
66,1436.91,0.67785,0.47027,0.83183,0.95312,0.90931,0.93821,0.76995,0.5234,0.41195,0.85008,0.000594286,0.000594286,0.000594286
|
| 68 |
+
67,1464.23,0.67142,0.4624,0.83285,0.99635,0.85049,0.88907,0.70118,0.52055,0.4268,0.84761,0.000577782,0.000577782,0.000577782
|
| 69 |
+
68,1490.44,0.64606,0.47153,0.82922,0.91473,0.93873,0.95198,0.76196,0.5148,0.40655,0.8526,0.000561279,0.000561279,0.000561279
|
| 70 |
+
69,1514.36,0.69085,0.46783,0.83819,0.91353,0.93873,0.95086,0.75033,0.52508,0.40402,0.85072,0.000544776,0.000544776,0.000544776
|
| 71 |
+
70,1534.9,0.66631,0.47029,0.83226,0.93234,0.93873,0.95907,0.76898,0.49445,0.3919,0.847,0.000528272,0.000528272,0.000528272
|
| 72 |
+
71,1557.7,0.648,0.46061,0.82599,0.94747,0.93873,0.95436,0.7744,0.49708,0.39311,0.84427,0.000511769,0.000511769,0.000511769
|
| 73 |
+
72,1579.95,0.62871,0.44082,0.83402,0.96616,0.92444,0.94855,0.77087,0.4892,0.38359,0.84473,0.000495266,0.000495266,0.000495266
|
| 74 |
+
73,1602.7,0.66553,0.45742,0.82204,0.90916,0.93873,0.93985,0.77798,0.51522,0.39725,0.84877,0.000478762,0.000478762,0.000478762
|
| 75 |
+
74,1625.75,0.67346,0.46176,0.83944,0.90894,0.93873,0.93131,0.75999,0.5149,0.39544,0.84807,0.000462259,0.000462259,0.000462259
|
| 76 |
+
75,1646.66,0.67285,0.48238,0.83334,0.91015,0.93873,0.92908,0.7492,0.51567,0.40905,0.84528,0.000445756,0.000445756,0.000445756
|
| 77 |
+
76,1666.82,0.61813,0.43949,0.81982,0.91137,0.93616,0.9279,0.75984,0.50145,0.38704,0.843,0.000429253,0.000429253,0.000429253
|
| 78 |
+
77,1689.06,0.61836,0.4318,0.81128,0.9091,0.90931,0.93299,0.75615,0.49503,0.39154,0.8421,0.000412749,0.000412749,0.000412749
|
| 79 |
+
78,1712.39,0.62045,0.43214,0.82259,0.90797,0.90931,0.92183,0.76862,0.48675,0.38088,0.84309,0.000396246,0.000396246,0.000396246
|
| 80 |
+
79,1737.47,0.62702,0.44212,0.82331,0.92692,0.90931,0.91273,0.75723,0.49994,0.37864,0.8439,0.000379743,0.000379743,0.000379743
|
| 81 |
+
80,1758.4,0.6579,0.45408,0.83372,0.91342,0.93102,0.92214,0.75797,0.5075,0.37493,0.84528,0.000363239,0.000363239,0.000363239
|
| 82 |
+
81,1779.92,0.59777,0.4276,0.82045,0.90888,0.93873,0.92994,0.75313,0.54735,0.38362,0.84738,0.000346736,0.000346736,0.000346736
|
| 83 |
+
82,1802.85,0.64959,0.45196,0.82536,0.93224,0.93873,0.93595,0.76188,0.52579,0.37472,0.8449,0.000330233,0.000330233,0.000330233
|
| 84 |
+
83,1823.8,0.61858,0.43156,0.81864,0.92571,0.93873,0.94056,0.76837,0.50838,0.37434,0.84476,0.000313729,0.000313729,0.000313729
|
| 85 |
+
84,1841.66,0.62824,0.4174,0.82681,0.92304,0.93873,0.94105,0.77938,0.49702,0.36906,0.84384,0.000297226,0.000297226,0.000297226
|
| 86 |
+
85,1859.79,0.63772,0.4264,0.82382,0.93659,0.93873,0.94997,0.78286,0.47913,0.36062,0.84271,0.000280723,0.000280723,0.000280723
|
| 87 |
+
86,1879.84,0.64064,0.45281,0.83456,0.94509,0.93873,0.95017,0.78903,0.50646,0.37153,0.84209,0.00026422,0.00026422,0.00026422
|
| 88 |
+
87,1901.34,0.60332,0.4256,0.83379,0.94756,0.93873,0.94899,0.78599,0.49074,0.36952,0.84239,0.000247716,0.000247716,0.000247716
|
| 89 |
+
88,1920.36,0.61487,0.43986,0.8298,0.94573,0.93873,0.95047,0.79013,0.48918,0.37576,0.84193,0.000231213,0.000231213,0.000231213
|
| 90 |
+
89,1939.11,0.62031,0.42652,0.827,0.95185,0.93873,0.95033,0.80152,0.47804,0.3645,0.8427,0.00021471,0.00021471,0.00021471
|
| 91 |
+
90,1956.73,0.63882,0.43281,0.82888,0.94015,0.93873,0.94648,0.80525,0.4653,0.36913,0.84264,0.000198206,0.000198206,0.000198206
|
| 92 |
+
91,1979.55,0.56734,0.40872,0.81592,0.93569,0.93873,0.94563,0.78024,0.49828,0.36295,0.84062,0.000181703,0.000181703,0.000181703
|
| 93 |
+
92,2003.37,0.60466,0.42324,0.81891,0.93509,0.93873,0.94586,0.7829,0.4935,0.36106,0.83999,0.0001652,0.0001652,0.0001652
|
| 94 |
+
93,2022.63,0.54947,0.38769,0.80275,0.9348,0.93873,0.94495,0.78247,0.47178,0.35404,0.84419,0.000148696,0.000148696,0.000148696
|
| 95 |
+
94,2043.21,0.5651,0.40266,0.80471,0.93427,0.93873,0.94337,0.77597,0.48682,0.3527,0.84418,0.000132193,0.000132193,0.000132193
|
| 96 |
+
95,2063.2,0.53918,0.37775,0.80966,0.93343,0.93873,0.93827,0.77777,0.48091,0.35337,0.84283,0.00011569,0.00011569,0.00011569
|
| 97 |
+
96,2086.45,0.55524,0.3886,0.80402,0.93347,0.93873,0.94116,0.78781,0.47578,0.35139,0.84122,9.91865e-05,9.91865e-05,9.91865e-05
|
| 98 |
+
97,2107.63,0.58061,0.41863,0.81347,0.93453,0.93873,0.94719,0.79926,0.4712,0.34594,0.83996,8.26832e-05,8.26832e-05,8.26832e-05
|
| 99 |
+
98,2129.31,0.5539,0.39128,0.79664,0.92108,0.93873,0.9453,0.79902,0.47379,0.35036,0.8403,6.61799e-05,6.61799e-05,6.61799e-05
|
| 100 |
+
99,2150.14,0.57699,0.40439,0.8093,0.93584,0.91647,0.94816,0.80177,0.46974,0.35161,0.8399,4.96766e-05,4.96766e-05,4.96766e-05
|
| 101 |
+
100,2169.63,0.55874,0.40091,0.81285,0.93765,0.93873,0.94786,0.79886,0.46377,0.34901,0.83946,3.31733e-05,3.31733e-05,3.31733e-05
|