ESP32 now publishes on broker
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rpi/training/result/unified-nano/BoxF1_curve.png
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rpi/training/result/unified-nano/BoxPR_curve.png
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rpi/training/result/unified-nano/BoxP_curve.png
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rpi/training/result/unified-nano/BoxR_curve.png
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106
rpi/training/result/unified-nano/args.yaml
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|
||||
task: detect
|
||||
mode: train
|
||||
model: models/yolo11n.pt
|
||||
data: ./datasets/unified/data.yaml
|
||||
epochs: 200
|
||||
time: null
|
||||
patience: 30
|
||||
batch: 12
|
||||
imgsz: 640
|
||||
save: true
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||||
save_period: -1
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||||
cache: false
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||||
device: '0'
|
||||
workers: 8
|
||||
project: result
|
||||
name: unified-training
|
||||
exist_ok: true
|
||||
pretrained: true
|
||||
optimizer: auto
|
||||
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
|
||||
val: true
|
||||
split: val
|
||||
save_json: false
|
||||
conf: null
|
||||
iou: 0.7
|
||||
max_det: 300
|
||||
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
|
||||
warmup_momentum: 0.8
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||||
warmup_bias_lr: 0.1
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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
|
||||
bgr: 0.0
|
||||
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
|
||||
erasing: 0.4
|
||||
cfg: null
|
||||
tracker: botsort.yaml
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||||
save_dir: C:\Users\Laurent\Desktop\board-mate\rpi\training\result\unified-training
|
||||
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rpi/training/result/unified-nano/confusion_matrix.png
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rpi/training/result/unified-nano/confusion_matrix_normalized.png
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After Width: | Height: | Size: 256 KiB |
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rpi/training/result/unified-nano/labels.jpg
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After Width: | Height: | Size: 155 KiB |
201
rpi/training/result/unified-nano/results.csv
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|
||||
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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||||
1,387.074,1.54135,2.249,1.22945,0.56834,0.67345,0.59013,0.36616,1.33114,1.37185,1.26692,0.00333233,0.00333233,0.00333233
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2,784.042,1.39816,1.48273,1.16556,0.69801,0.7264,0.73772,0.47791,1.27288,1.11363,1.22931,0.00663267,0.00663267,0.00663267
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33,13148.2,1.12078,0.84847,0.99323,0.92082,0.85197,0.90252,0.66174,1.02762,0.57172,1.03132,0.008416,0.008416,0.008416
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35,13900.1,1.11806,0.8405,0.9924,0.92225,0.85241,0.90286,0.6628,1.02579,0.56958,1.03022,0.008317,0.008317,0.008317
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36,14268.1,1.11719,0.84149,0.99192,0.92165,0.85306,0.90311,0.66329,1.02455,0.56832,1.02958,0.0082675,0.0082675,0.0082675
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37,14649.3,1.11641,0.84061,0.99077,0.92157,0.85379,0.90341,0.66373,1.02339,0.56689,1.02896,0.008218,0.008218,0.008218
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||||
74,29294.9,1.07441,0.78503,0.97549,0.94273,0.86024,0.90831,0.67848,0.99319,0.52887,1.00482,0.0063865,0.0063865,0.0063865
|
||||
75,29656.4,1.07226,0.78286,0.97437,0.94292,0.86033,0.9084,0.67868,0.99265,0.52796,1.00417,0.006337,0.006337,0.006337
|
||||
76,30088.2,1.07542,0.78448,0.97552,0.94334,0.86042,0.9085,0.67913,0.99208,0.527,1.00367,0.0062875,0.0062875,0.0062875
|
||||
77,30504.6,1.07317,0.78009,0.97482,0.94321,0.86082,0.9086,0.67933,0.99155,0.52625,1.00324,0.006238,0.006238,0.006238
|
||||
78,30864.9,1.07024,0.78015,0.97357,0.94341,0.86119,0.90873,0.67984,0.99104,0.5257,1.00269,0.0061885,0.0061885,0.0061885
|
||||
79,31231.8,1.07257,0.77927,0.97414,0.94309,0.86146,0.90883,0.68026,0.99048,0.52506,1.00188,0.006139,0.006139,0.006139
|
||||
80,31595.9,1.07031,0.77456,0.97213,0.9434,0.86169,0.9089,0.6805,0.99009,0.52431,1.00134,0.0060895,0.0060895,0.0060895
|
||||
81,31960.3,1.06834,0.77738,0.97308,0.94321,0.86217,0.90899,0.68088,0.98943,0.52383,1.00083,0.00604,0.00604,0.00604
|
||||
82,32335.4,1.07021,0.77843,0.97348,0.94329,0.86268,0.90921,0.68117,0.98885,0.52311,1.00019,0.0059905,0.0059905,0.0059905
|
||||
83,32731.2,1.06682,0.77537,0.97269,0.94293,0.86304,0.90928,0.68147,0.9883,0.5225,0.99974,0.005941,0.005941,0.005941
|
||||
84,33117.1,1.06572,0.77023,0.97148,0.94272,0.86383,0.90934,0.68166,0.98781,0.52186,0.9991,0.0058915,0.0058915,0.0058915
|
||||
85,33498.3,1.06636,0.77628,0.97252,0.94263,0.86448,0.90955,0.68199,0.98746,0.52114,0.99875,0.005842,0.005842,0.005842
|
||||
86,33880.3,1.06399,0.76926,0.97116,0.94255,0.86434,0.90963,0.6822,0.98685,0.52028,0.9982,0.0057925,0.0057925,0.0057925
|
||||
87,34264.4,1.06566,0.77226,0.97192,0.94267,0.8648,0.90979,0.68247,0.98667,0.51953,0.99802,0.005743,0.005743,0.005743
|
||||
88,34648.2,1.06342,0.7702,0.96955,0.94222,0.86544,0.90979,0.68275,0.98641,0.51925,0.9976,0.0056935,0.0056935,0.0056935
|
||||
89,35030.9,1.06352,0.76647,0.971,0.9428,0.86513,0.90974,0.68293,0.98604,0.51854,0.9972,0.005644,0.005644,0.005644
|
||||
90,35412,1.06335,0.76641,0.97104,0.94242,0.86585,0.90975,0.68328,0.98562,0.51821,0.99682,0.0055945,0.0055945,0.0055945
|
||||
91,35793.8,1.06078,0.76719,0.97053,0.94205,0.8663,0.90985,0.68362,0.98475,0.51743,0.99608,0.005545,0.005545,0.005545
|
||||
92,36175.3,1.06008,0.76809,0.96953,0.94225,0.86649,0.90998,0.68389,0.98441,0.51652,0.99566,0.0054955,0.0054955,0.0054955
|
||||
93,36556.7,1.06228,0.76678,0.97099,0.94318,0.86605,0.9101,0.68408,0.98418,0.51615,0.99534,0.005446,0.005446,0.005446
|
||||
94,36941.6,1.0563,0.75804,0.96813,0.94374,0.86549,0.9102,0.68447,0.9834,0.51529,0.9949,0.0053965,0.0053965,0.0053965
|
||||
95,37323.8,1.05683,0.76068,0.96909,0.94376,0.86554,0.91031,0.6847,0.9829,0.5148,0.99438,0.005347,0.005347,0.005347
|
||||
96,37708.4,1.05559,0.75825,0.96841,0.9438,0.86586,0.91029,0.68484,0.98253,0.51415,0.99403,0.0052975,0.0052975,0.0052975
|
||||
97,38093.9,1.0567,0.76148,0.96849,0.94411,0.86609,0.9104,0.68506,0.98223,0.51394,0.99379,0.005248,0.005248,0.005248
|
||||
98,38480.1,1.05594,0.75677,0.96858,0.94438,0.86618,0.91048,0.68525,0.98192,0.51366,0.99341,0.0051985,0.0051985,0.0051985
|
||||
99,38863.5,1.05323,0.75696,0.96789,0.94451,0.86613,0.91056,0.6855,0.98144,0.51322,0.99288,0.005149,0.005149,0.005149
|
||||
100,39419.8,1.05298,0.75681,0.96702,0.94499,0.86593,0.91062,0.68567,0.98111,0.51323,0.99242,0.0050995,0.0050995,0.0050995
|
||||
101,39803.4,1.05262,0.75809,0.96782,0.94514,0.8658,0.9108,0.68577,0.98069,0.51288,0.99207,0.00505,0.00505,0.00505
|
||||
102,40186.8,1.05373,0.7568,0.96737,0.94441,0.86664,0.91082,0.68602,0.98024,0.51211,0.99166,0.0050005,0.0050005,0.0050005
|
||||
103,40573.2,1.05226,0.75694,0.9674,0.94422,0.86714,0.91089,0.68621,0.97982,0.51155,0.99124,0.004951,0.004951,0.004951
|
||||
104,40993.3,1.0533,0.75373,0.96739,0.94435,0.86718,0.911,0.68647,0.97952,0.51093,0.99093,0.0049015,0.0049015,0.0049015
|
||||
105,41570.4,1.04765,0.7531,0.96593,0.9458,0.86623,0.91096,0.68664,0.97898,0.5105,0.99062,0.004852,0.004852,0.004852
|
||||
106,42092.9,1.0505,0.75415,0.96654,0.9456,0.86673,0.9111,0.68687,0.97853,0.51009,0.99033,0.0048025,0.0048025,0.0048025
|
||||
107,42482,1.04624,0.7511,0.96535,0.94511,0.86702,0.9111,0.68694,0.97837,0.50984,0.98997,0.004753,0.004753,0.004753
|
||||
108,42871.3,1.04777,0.75029,0.96513,0.94542,0.8668,0.91109,0.68711,0.97816,0.50961,0.98965,0.0047035,0.0047035,0.0047035
|
||||
109,43264.7,1.04749,0.7482,0.96464,0.94601,0.86616,0.91108,0.68738,0.97797,0.50946,0.98922,0.004654,0.004654,0.004654
|
||||
110,43641.7,1.04497,0.74572,0.96514,0.94553,0.86644,0.91116,0.68756,0.97736,0.50915,0.98876,0.0046045,0.0046045,0.0046045
|
||||
111,44023.5,1.04476,0.74684,0.96389,0.94559,0.86664,0.91127,0.6877,0.9769,0.50889,0.98841,0.004555,0.004555,0.004555
|
||||
112,44410.8,1.04327,0.74367,0.9634,0.94582,0.86679,0.91128,0.68774,0.97653,0.5085,0.98797,0.0045055,0.0045055,0.0045055
|
||||
113,44796.8,1.04223,0.74269,0.9638,0.94565,0.86721,0.91136,0.68793,0.97644,0.50813,0.98765,0.004456,0.004456,0.004456
|
||||
114,45182.7,1.03992,0.74263,0.96327,0.94551,0.86738,0.9115,0.68827,0.97612,0.50767,0.98733,0.0044065,0.0044065,0.0044065
|
||||
115,45572.1,1.04063,0.73976,0.9636,0.94584,0.86761,0.91159,0.68842,0.97542,0.5073,0.98702,0.004357,0.004357,0.004357
|
||||
116,45961.3,1.04146,0.74198,0.96347,0.94648,0.86786,0.91173,0.68857,0.97506,0.50679,0.98677,0.0043075,0.0043075,0.0043075
|
||||
117,46367.8,1.03854,0.7381,0.96205,0.94662,0.86767,0.91179,0.68875,0.97476,0.50645,0.98652,0.004258,0.004258,0.004258
|
||||
118,46755.2,1.04016,0.73999,0.96308,0.94677,0.86765,0.9118,0.68879,0.97438,0.50631,0.98627,0.0042085,0.0042085,0.0042085
|
||||
119,47144.5,1.03722,0.7363,0.96312,0.94639,0.86757,0.91165,0.68889,0.97408,0.50604,0.98607,0.004159,0.004159,0.004159
|
||||
120,47532.7,1.03819,0.73661,0.9629,0.94581,0.86792,0.91172,0.68909,0.97389,0.50577,0.986,0.0041095,0.0041095,0.0041095
|
||||
121,47919.7,1.03418,0.73689,0.96115,0.94734,0.8671,0.91187,0.68934,0.97353,0.50564,0.9857,0.00406,0.00406,0.00406
|
||||
122,48304.1,1.03435,0.7325,0.96066,0.94655,0.86779,0.91201,0.68955,0.97332,0.50536,0.9854,0.0040105,0.0040105,0.0040105
|
||||
123,48672.2,1.0339,0.73304,0.96,0.94747,0.86731,0.91212,0.68974,0.97296,0.50501,0.98512,0.003961,0.003961,0.003961
|
||||
124,49040.4,1.03223,0.72921,0.95974,0.9468,0.86772,0.91217,0.69004,0.97274,0.50459,0.98486,0.0039115,0.0039115,0.0039115
|
||||
125,49408.2,1.0341,0.73242,0.96,0.9467,0.86837,0.9122,0.69015,0.97266,0.50416,0.9847,0.003862,0.003862,0.003862
|
||||
126,49784.7,1.03182,0.73039,0.95989,0.94707,0.86807,0.91226,0.69035,0.97233,0.50381,0.98441,0.0038125,0.0038125,0.0038125
|
||||
127,50234.1,1.03057,0.72791,0.95967,0.94691,0.86849,0.91234,0.69054,0.9719,0.50329,0.98418,0.003763,0.003763,0.003763
|
||||
128,50649.4,1.02891,0.72826,0.95874,0.94592,0.86925,0.91235,0.69088,0.97141,0.50282,0.98396,0.0037135,0.0037135,0.0037135
|
||||
129,51027.9,1.03088,0.72985,0.95897,0.94654,0.86912,0.91243,0.69099,0.97113,0.5026,0.98374,0.003664,0.003664,0.003664
|
||||
130,51397.8,1.02951,0.72674,0.95881,0.94675,0.86896,0.91243,0.69106,0.9709,0.50257,0.98345,0.0036145,0.0036145,0.0036145
|
||||
131,51769.2,1.0275,0.72663,0.95826,0.94683,0.8689,0.91238,0.69127,0.9702,0.50223,0.98286,0.003565,0.003565,0.003565
|
||||
132,52159.1,1.02612,0.72065,0.9574,0.94698,0.86869,0.91245,0.69148,0.96971,0.50191,0.98259,0.0035155,0.0035155,0.0035155
|
||||
133,52566.8,1.02638,0.72293,0.958,0.94738,0.86866,0.91246,0.69164,0.9694,0.50132,0.98231,0.003466,0.003466,0.003466
|
||||
134,52940,1.02518,0.72275,0.95777,0.94724,0.86887,0.91255,0.69174,0.96918,0.5011,0.9821,0.0034165,0.0034165,0.0034165
|
||||
135,53309,1.02277,0.71909,0.95747,0.9477,0.86876,0.91259,0.69183,0.96874,0.50094,0.98173,0.003367,0.003367,0.003367
|
||||
136,53677.7,1.0265,0.726,0.95847,0.94733,0.86951,0.91258,0.69191,0.96849,0.50084,0.9816,0.0033175,0.0033175,0.0033175
|
||||
137,54048.3,1.01992,0.71742,0.95651,0.94658,0.87051,0.91263,0.69207,0.9682,0.50056,0.98136,0.003268,0.003268,0.003268
|
||||
138,54417.7,1.01813,0.71421,0.9561,0.94651,0.87054,0.91252,0.69234,0.96757,0.50004,0.98097,0.0032185,0.0032185,0.0032185
|
||||
139,54789.1,1.01993,0.71707,0.9554,0.94577,0.87117,0.91258,0.69249,0.96709,0.49981,0.98057,0.003169,0.003169,0.003169
|
||||
140,55157.4,1.01611,0.71153,0.95583,0.94538,0.87172,0.91253,0.69264,0.96689,0.49925,0.98048,0.0031195,0.0031195,0.0031195
|
||||
141,55527.2,1.01735,0.71457,0.95532,0.94599,0.87157,0.91266,0.69278,0.9665,0.499,0.98025,0.00307,0.00307,0.00307
|
||||
142,55900.5,1.01572,0.71535,0.95457,0.94618,0.87157,0.9127,0.69271,0.96639,0.49914,0.98015,0.0030205,0.0030205,0.0030205
|
||||
143,56271.1,1.01253,0.71174,0.95415,0.94691,0.87101,0.91276,0.69297,0.96605,0.49918,0.9799,0.002971,0.002971,0.002971
|
||||
144,56673.8,1.01214,0.70952,0.95423,0.94712,0.871,0.91287,0.69322,0.96569,0.49904,0.97963,0.0029215,0.0029215,0.0029215
|
||||
145,57036.1,1.01236,0.70785,0.95411,0.94682,0.87088,0.91297,0.69342,0.96511,0.49852,0.97947,0.002872,0.002872,0.002872
|
||||
146,57393.7,1.0129,0.70737,0.95355,0.94652,0.87079,0.91305,0.6935,0.9646,0.49829,0.97914,0.0028225,0.0028225,0.0028225
|
||||
147,57752.4,1.01156,0.70568,0.95257,0.94687,0.87082,0.9132,0.69355,0.96434,0.49794,0.97893,0.002773,0.002773,0.002773
|
||||
148,58116.3,1.01122,0.70574,0.95359,0.94601,0.8714,0.91316,0.69351,0.96416,0.49761,0.97861,0.0027235,0.0027235,0.0027235
|
||||
149,58477.4,1.00715,0.70317,0.9519,0.94599,0.87152,0.91314,0.69386,0.96371,0.49725,0.97837,0.002674,0.002674,0.002674
|
||||
150,58851.4,1.00911,0.70364,0.95277,0.94624,0.87107,0.91326,0.69405,0.96342,0.49696,0.97833,0.0026245,0.0026245,0.0026245
|
||||
151,59233.5,1.00966,0.7035,0.95239,0.94734,0.87024,0.91323,0.69426,0.9632,0.49677,0.97811,0.002575,0.002575,0.002575
|
||||
152,59617.7,1.00583,0.7016,0.95094,0.94707,0.8706,0.91333,0.6944,0.96302,0.49613,0.978,0.0025255,0.0025255,0.0025255
|
||||
153,60001.7,1.0066,0.70014,0.95076,0.94793,0.87018,0.91344,0.69468,0.96262,0.49585,0.97785,0.002476,0.002476,0.002476
|
||||
154,60383.8,1.00302,0.69818,0.95088,0.94894,0.86952,0.91347,0.69495,0.96221,0.49542,0.97775,0.0024265,0.0024265,0.0024265
|
||||
155,60768.1,1.00319,0.69821,0.95181,0.94955,0.86941,0.91353,0.69524,0.96166,0.49512,0.97757,0.002377,0.002377,0.002377
|
||||
156,61151.6,1.00393,0.69416,0.95128,0.94965,0.86944,0.91362,0.69542,0.96132,0.49494,0.97744,0.0023275,0.0023275,0.0023275
|
||||
157,61534.3,1.00205,0.69411,0.95015,0.94931,0.86957,0.91369,0.6956,0.96113,0.49461,0.97723,0.002278,0.002278,0.002278
|
||||
158,61917.3,1.00122,0.69456,0.94907,0.94935,0.86974,0.91391,0.69583,0.96098,0.49417,0.97696,0.0022285,0.0022285,0.0022285
|
||||
159,62300,0.99761,0.68917,0.94806,0.94863,0.87064,0.91388,0.69614,0.96087,0.49421,0.97677,0.002179,0.002179,0.002179
|
||||
160,62682.6,0.9975,0.69104,0.94908,0.9486,0.87101,0.91401,0.69647,0.9605,0.49382,0.97646,0.0021295,0.0021295,0.0021295
|
||||
161,63066.3,0.99514,0.68634,0.94828,0.94991,0.87017,0.91421,0.69675,0.96021,0.49363,0.97609,0.00208,0.00208,0.00208
|
||||
162,63449,0.99532,0.68594,0.94801,0.95085,0.86976,0.91428,0.69705,0.95992,0.49321,0.97593,0.0020305,0.0020305,0.0020305
|
||||
163,63832.1,0.9932,0.68492,0.94767,0.95003,0.87022,0.91427,0.69725,0.95974,0.4933,0.97587,0.001981,0.001981,0.001981
|
||||
164,64215.9,0.99204,0.68295,0.94682,0.95026,0.87019,0.91432,0.69749,0.95946,0.493,0.97565,0.0019315,0.0019315,0.0019315
|
||||
165,64599.3,0.99298,0.68411,0.94683,0.95042,0.87036,0.91441,0.69751,0.95941,0.49299,0.97566,0.001882,0.001882,0.001882
|
||||
166,64983,0.99121,0.68264,0.94703,0.95021,0.87066,0.91449,0.69766,0.95931,0.49266,0.9756,0.0018325,0.0018325,0.0018325
|
||||
167,65366.6,0.98831,0.67835,0.94581,0.95039,0.87043,0.91439,0.69787,0.95912,0.49235,0.97551,0.001783,0.001783,0.001783
|
||||
168,65749.9,0.98778,0.6779,0.94405,0.95019,0.87102,0.91456,0.69826,0.95861,0.49215,0.9752,0.0017335,0.0017335,0.0017335
|
||||
169,66133.7,0.98531,0.67835,0.94452,0.94997,0.87149,0.91468,0.69853,0.95818,0.49189,0.97504,0.001684,0.001684,0.001684
|
||||
170,66516.4,0.98374,0.67366,0.9438,0.94993,0.87118,0.91461,0.69862,0.95775,0.49172,0.97486,0.0016345,0.0016345,0.0016345
|
||||
171,66899.7,0.98467,0.67251,0.94443,0.95069,0.87118,0.91469,0.69884,0.95726,0.4913,0.97452,0.001585,0.001585,0.001585
|
||||
172,67283.3,0.98189,0.67053,0.94353,0.95017,0.8716,0.91477,0.699,0.9568,0.49099,0.97421,0.0015355,0.0015355,0.0015355
|
||||
173,67665.9,0.98138,0.67013,0.94359,0.95033,0.87144,0.91482,0.69907,0.95633,0.49076,0.97395,0.001486,0.001486,0.001486
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174,68048.4,0.97824,0.66907,0.94297,0.95179,0.87027,0.91497,0.69933,0.95608,0.49047,0.97373,0.0014365,0.0014365,0.0014365
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175,68430.2,0.9795,0.66876,0.94197,0.95165,0.87007,0.91501,0.69942,0.95582,0.49015,0.9735,0.001387,0.001387,0.001387
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176,68813.6,0.9791,0.66849,0.94268,0.95115,0.87066,0.91506,0.69957,0.95556,0.48963,0.97319,0.0013375,0.0013375,0.0013375
|
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177,69198.8,0.97586,0.66709,0.94169,0.95203,0.86986,0.91512,0.69982,0.95525,0.48935,0.97291,0.001288,0.001288,0.001288
|
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178,69581.9,0.97729,0.66396,0.94241,0.9529,0.86954,0.91514,0.69988,0.95481,0.48891,0.97263,0.0012385,0.0012385,0.0012385
|
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179,69965.8,0.97436,0.66223,0.94111,0.95211,0.87052,0.91517,0.70014,0.95441,0.48864,0.9724,0.001189,0.001189,0.001189
|
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180,70348.4,0.96962,0.65873,0.93972,0.9514,0.87101,0.91513,0.70028,0.95419,0.48846,0.97225,0.0011395,0.0011395,0.0011395
|
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181,70731.5,0.96976,0.6588,0.93919,0.9512,0.87119,0.91511,0.70045,0.95417,0.48838,0.97214,0.00109,0.00109,0.00109
|
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182,71111.7,0.97061,0.65657,0.93963,0.95023,0.8722,0.91511,0.70065,0.95408,0.48825,0.97199,0.0010405,0.0010405,0.0010405
|
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183,71494.7,0.96786,0.65543,0.93881,0.94983,0.8725,0.91519,0.70085,0.95378,0.48819,0.97176,0.000991,0.000991,0.000991
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184,71875.9,0.96796,0.65486,0.93848,0.94876,0.87336,0.9152,0.70106,0.95329,0.48771,0.9714,0.0009415,0.0009415,0.0009415
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185,72258.8,0.96234,0.6496,0.93799,0.94852,0.87366,0.91532,0.70131,0.95286,0.48769,0.97125,0.000892,0.000892,0.000892
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186,72641.7,0.96355,0.65094,0.93773,0.94882,0.8736,0.9154,0.70145,0.95239,0.48736,0.97107,0.0008425,0.0008425,0.0008425
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187,73026.1,0.96211,0.649,0.93795,0.94783,0.87434,0.91535,0.70163,0.9519,0.48708,0.97087,0.000793,0.000793,0.000793
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188,73410.8,0.95788,0.64545,0.93539,0.94728,0.87489,0.91556,0.70194,0.95165,0.48676,0.97062,0.0007435,0.0007435,0.0007435
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189,73793.8,0.95877,0.64364,0.93566,0.94848,0.87409,0.9156,0.70218,0.95121,0.48634,0.97037,0.000694,0.000694,0.000694
|
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190,74176.3,0.9566,0.64378,0.93535,0.94796,0.87436,0.91559,0.70226,0.95103,0.48615,0.97016,0.0006445,0.0006445,0.0006445
|
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191,74567.9,0.93471,0.57105,0.94238,0.94826,0.87429,0.9157,0.70241,0.95054,0.48575,0.97006,0.000595,0.000595,0.000595
|
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192,74931.5,0.92816,0.56319,0.94049,0.94775,0.87494,0.91563,0.70251,0.95002,0.48541,0.96982,0.0005455,0.0005455,0.0005455
|
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193,75296.4,0.92645,0.56294,0.9394,0.94844,0.87434,0.91559,0.70271,0.9495,0.48516,0.96951,0.000496,0.000496,0.000496
|
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194,75660,0.92161,0.55914,0.93869,0.94778,0.8751,0.91556,0.70278,0.94891,0.48478,0.96933,0.0004465,0.0004465,0.0004465
|
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195,76025.3,0.91896,0.55666,0.93753,0.94826,0.87491,0.91554,0.70294,0.94845,0.48437,0.96904,0.000397,0.000397,0.000397
|
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196,76390.9,0.91657,0.55375,0.93573,0.94803,0.87506,0.91552,0.70318,0.94795,0.48442,0.96898,0.0003475,0.0003475,0.0003475
|
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197,76755.6,0.91365,0.54916,0.935,0.94771,0.87532,0.91542,0.70333,0.94716,0.48416,0.96863,0.000298,0.000298,0.000298
|
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198,77120,0.91124,0.54938,0.93358,0.94776,0.87553,0.91532,0.70364,0.9465,0.48394,0.96837,0.0002485,0.0002485,0.0002485
|
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199,77484.6,0.9098,0.54725,0.93255,0.94777,0.87521,0.9152,0.7037,0.94576,0.48354,0.96799,0.000199,0.000199,0.000199
|
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200,77848.7,0.9061,0.5449,0.93212,0.94734,0.8757,0.91516,0.70377,0.94538,0.48369,0.96777,0.0001495,0.0001495,0.0001495
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