ESP32 now publishes on broker

This commit is contained in:
2025-12-27 17:45:08 +01:00
parent 0ec10f765d
commit 19ad13843c
217 changed files with 5166 additions and 26 deletions

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task: segment
mode: train
model: models/yolo11n-seg.pt
data: ./datasets/edges/data.yaml
epochs: 150
time: null
patience: 20
batch: 12
imgsz: 640
save: true
save_period: 10
cache: false
device: '0'
workers: 8
project: result
name: edges-nano
exist_ok: false
pretrained: true
optimizer: auto
verbose: true
seed: 0
deterministic: true
single_cls: false
rect: false
cos_lr: false
close_mosaic: 10
resume: false
amp: true
fraction: 1.0
profile: false
freeze: null
multi_scale: false
compile: false
overlap_mask: true
mask_ratio: 4
dropout: 0.0
val: true
split: val
save_json: false
conf: null
iou: 0.7
max_det: 300
half: false
dnn: false
plots: true
source: null
vid_stride: 1
stream_buffer: false
visualize: false
augment: false
agnostic_nms: false
classes: null
retina_masks: false
embed: null
show: false
save_frames: false
save_txt: false
save_conf: false
save_crop: false
show_labels: true
show_conf: true
show_boxes: true
line_width: null
format: torchscript
keras: false
optimize: false
int8: false
dynamic: false
simplify: true
opset: null
workspace: null
nms: false
lr0: 0.01
lrf: 0.01
momentum: 0.937
weight_decay: 0.0005
warmup_epochs: 3.0
warmup_momentum: 0.8
warmup_bias_lr: 0.1
box: 7.5
cls: 0.5
dfl: 1.5
pose: 12.0
kobj: 1.0
nbs: 64
hsv_h: 0.015
hsv_s: 0.7
hsv_v: 0.4
degrees: 0.0
translate: 0.1
scale: 0.5
shear: 0.0
perspective: 0.0
flipud: 0.0
fliplr: 0.5
bgr: 0.0
mosaic: 1.0
mixup: 0.0
cutmix: 0.0
copy_paste: 0.0
copy_paste_mode: flip
auto_augment: randaugment
erasing: 0.4
cfg: null
tracker: botsort.yaml
save_dir: C:\Users\Laurent\Desktop\board-mate\rpi\training\result\edges-nano

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64,6746.41,0.23531,0.24925,0.18051,0.87635,0.99061,0.9887,0.99377,0.98918,0.98974,0.98783,0.99358,0.98915,0.1357,0.19201,0.11777,0.79173,0.005842,0.005842,0.005842
65,6845.24,0.23575,0.25051,0.17938,0.87435,0.99169,0.98783,0.99377,0.99001,0.99081,0.98696,0.99322,0.98949,0.13505,0.19327,0.11525,0.79065,0.005776,0.005776,0.005776
66,6945.39,0.23063,0.24356,0.17718,0.87477,0.99355,0.98696,0.99359,0.99022,0.99268,0.98609,0.9932,0.98921,0.13243,0.19537,0.11622,0.7896,0.00571,0.00571,0.00571
67,7045.89,0.23135,0.24419,0.17955,0.87322,0.99226,0.98522,0.99366,0.99024,0.99138,0.98435,0.9931,0.9895,0.13099,0.19336,0.11721,0.78831,0.005644,0.005644,0.005644
68,7145.09,0.23057,0.24131,0.17753,0.87449,0.9912,0.9913,0.99393,0.98994,0.99033,0.99043,0.99333,0.98966,0.13016,0.19263,0.11315,0.78685,0.005578,0.005578,0.005578
69,7241.54,0.23138,0.24037,0.1771,0.87235,0.99295,0.98783,0.99399,0.99037,0.99208,0.98696,0.99352,0.98936,0.12992,0.19553,0.11402,0.78607,0.005512,0.005512,0.005512
70,7339.34,0.23042,0.24063,0.17737,0.87156,0.99043,0.99001,0.99402,0.99001,0.98956,0.98919,0.99359,0.9897,0.12757,0.195,0.11428,0.78472,0.005446,0.005446,0.005446
71,7440.52,0.22789,0.24112,0.17268,0.87278,0.99126,0.98668,0.99386,0.98904,0.99039,0.98606,0.99343,0.98935,0.12873,0.19415,0.1132,0.78489,0.00538,0.00538,0.00538
72,7541.18,0.23064,0.24128,0.17866,0.8756,0.99126,0.98623,0.99373,0.99002,0.99039,0.98587,0.99324,0.98932,0.12882,0.18836,0.11673,0.78488,0.005314,0.005314,0.005314
73,7642.52,0.22769,0.24242,0.17408,0.87305,0.99304,0.98522,0.99384,0.98968,0.99129,0.98348,0.99337,0.98942,0.12898,0.18826,0.11708,0.78523,0.005248,0.005248,0.005248
74,7744.03,0.22611,0.24119,0.17246,0.86984,0.99041,0.98782,0.99373,0.9901,0.98752,0.98609,0.99321,0.98912,0.1296,0.18957,0.12095,0.78648,0.005182,0.005182,0.005182
75,7847.33,0.22393,0.23545,0.17213,0.87062,0.99353,0.98522,0.99384,0.99031,0.98444,0.99,0.9934,0.98962,0.12963,0.18741,0.12031,0.78659,0.005116,0.005116,0.005116
76,7948.12,0.22531,0.23716,0.17236,0.87239,0.99137,0.98522,0.99372,0.99016,0.98951,0.98387,0.99303,0.98935,0.12738,0.18816,0.11963,0.78498,0.00505,0.00505,0.00505
77,8048.73,0.22722,0.24195,0.17362,0.87179,0.98965,0.98522,0.99368,0.98937,0.9879,0.98348,0.99303,0.98896,0.12702,0.18462,0.11948,0.7845,0.004984,0.004984,0.004984
78,8149.22,0.22423,0.23931,0.16946,0.87213,0.98988,0.98522,0.99386,0.98951,0.98813,0.98348,0.99328,0.98925,0.12623,0.18385,0.11818,0.78371,0.004918,0.004918,0.004918
79,8248.95,0.22342,0.2358,0.17204,0.87211,0.99022,0.98522,0.99378,0.98962,0.98847,0.98348,0.99322,0.98908,0.12468,0.18246,0.1195,0.78236,0.004852,0.004852,0.004852
80,8349.88,0.22232,0.22808,0.16801,0.87284,0.98959,0.9887,0.99368,0.99002,0.98785,0.98696,0.99308,0.98892,0.1247,0.18315,0.11735,0.78294,0.004786,0.004786,0.004786
81,8449.66,0.22067,0.23243,0.16748,0.87033,0.99126,0.98631,0.99359,0.9903,0.99039,0.98544,0.99324,0.9894,0.12434,0.17951,0.11361,0.78327,0.00472,0.00472,0.00472
82,8551.93,0.22243,0.22983,0.16944,0.87181,0.98729,0.9913,0.99381,0.99031,0.98642,0.99043,0.99352,0.98972,0.12484,0.17985,0.11328,0.78381,0.004654,0.004654,0.004654
83,8648.59,0.22028,0.23233,0.16666,0.8705,0.98923,0.99043,0.99379,0.99063,0.98738,0.98957,0.99348,0.98982,0.12503,0.17971,0.11253,0.7841,0.004588,0.004588,0.004588
84,8748.67,0.21639,0.22697,0.16399,0.87016,0.98957,0.98962,0.99378,0.99036,0.9887,0.98878,0.9934,0.98954,0.12442,0.18161,0.11082,0.78324,0.004522,0.004522,0.004522
85,8850.99,0.21939,0.22881,0.16786,0.87219,0.99043,0.99043,0.99379,0.99043,0.98956,0.98957,0.99338,0.98981,0.12324,0.18243,0.11056,0.7824,0.004456,0.004456,0.004456
86,8950.73,0.21613,0.22691,0.16661,0.8692,0.98833,0.9913,0.99371,0.99018,0.98746,0.99043,0.99327,0.98942,0.12193,0.18335,0.11169,0.78142,0.00439,0.00439,0.00439
87,9051.13,0.21453,0.2228,0.16246,0.86885,0.98872,0.99096,0.99371,0.99013,0.98785,0.99009,0.99323,0.9893,0.12044,0.18404,0.11258,0.78011,0.004324,0.004324,0.004324
88,9152.48,0.21682,0.22344,0.16186,0.87082,0.98926,0.98957,0.99365,0.99007,0.98752,0.98783,0.99305,0.9892,0.11985,0.18472,0.11146,0.77982,0.004258,0.004258,0.004258
89,9255.58,0.21336,0.22346,0.16062,0.86966,0.98867,0.98957,0.99345,0.98968,0.98693,0.98783,0.99281,0.98888,0.12109,0.1848,0.11003,0.78052,0.004192,0.004192,0.004192
90,9357.27,0.21107,0.22494,0.1601,0.86871,0.98813,0.98957,0.99364,0.99027,0.98639,0.98783,0.99296,0.98896,0.12081,0.18615,0.10934,0.77999,0.004126,0.004126,0.004126
91,9459.27,0.21223,0.22007,0.16388,0.86684,0.98856,0.99043,0.99386,0.99049,0.98682,0.9887,0.9933,0.98997,0.1189,0.18616,0.10993,0.77835,0.00406,0.00406,0.00406
92,9561.02,0.21092,0.2237,0.16179,0.8681,0.9897,0.9887,0.99389,0.9904,0.98712,0.9887,0.9934,0.98989,0.11821,0.18479,0.10797,0.77804,0.003994,0.003994,0.003994
93,9660.85,0.21216,0.22736,0.16144,0.8675,0.99013,0.99043,0.99394,0.99103,0.98835,0.9887,0.99337,0.99023,0.11807,0.18461,0.10653,0.77787,0.003928,0.003928,0.003928
94,9759.24,0.20852,0.21977,0.15714,0.86504,0.99099,0.99043,0.99397,0.99106,0.99012,0.98957,0.9935,0.99032,0.11778,0.18495,0.10632,0.7777,0.003862,0.003862,0.003862
95,9857.62,0.20808,0.22114,0.15844,0.8692,0.99099,0.99043,0.9939,0.99046,0.98902,0.9887,0.99332,0.99022,0.11763,0.18441,0.10582,0.77763,0.003796,0.003796,0.003796
96,9957.91,0.20941,0.22203,0.15866,0.86763,0.99129,0.98975,0.9939,0.99146,0.99042,0.98888,0.99342,0.99029,0.11712,0.18465,0.10474,0.77737,0.00373,0.00373,0.00373
97,10056.3,0.20591,0.21762,0.15666,0.86606,0.99214,0.98843,0.99391,0.99114,0.99127,0.98756,0.99351,0.99036,0.11673,0.18515,0.1042,0.77721,0.003664,0.003664,0.003664
98,10155.7,0.20691,0.21885,0.15554,0.86666,0.99128,0.98834,0.99386,0.99055,0.99041,0.98747,0.99348,0.99029,0.1163,0.1856,0.10369,0.77695,0.003598,0.003598,0.003598
99,10256.9,0.20577,0.22249,0.15425,0.86595,0.99127,0.98765,0.99364,0.99068,0.9904,0.98678,0.99324,0.98948,0.11618,0.18499,0.10421,0.77715,0.003532,0.003532,0.003532
100,10355.6,0.20311,0.22198,0.15325,0.86532,0.98871,0.98991,0.99384,0.99049,0.98784,0.98904,0.99351,0.9897,0.11577,0.18463,0.10425,0.77677,0.003466,0.003466,0.003466
101,10454.2,0.20147,0.21825,0.15342,0.86525,0.99128,0.98889,0.99385,0.99052,0.99041,0.98802,0.99349,0.98977,0.11572,0.18382,0.10408,0.77696,0.0034,0.0034,0.0034
102,10553.8,0.20307,0.21295,0.15367,0.86584,0.99128,0.98868,0.99387,0.99046,0.99041,0.98782,0.99352,0.99026,0.11598,0.18367,0.10393,0.77721,0.003334,0.003334,0.003334
103,10654.4,0.19875,0.21258,0.15119,0.86495,0.99128,0.98906,0.99389,0.99087,0.99041,0.98819,0.99356,0.98972,0.11595,0.18309,0.1052,0.77713,0.003268,0.003268,0.003268
104,10754.4,0.20044,0.21075,0.15066,0.86607,0.99088,0.9887,0.99385,0.99076,0.98869,0.98806,0.99337,0.98953,0.11607,0.18257,0.10604,0.77726,0.003202,0.003202,0.003202
105,10853.6,0.19926,0.21057,0.15057,0.86453,0.99006,0.9887,0.99386,0.99079,0.98918,0.98783,0.99335,0.98946,0.1159,0.18214,0.1055,0.77734,0.003136,0.003136,0.003136
106,10953.1,0.19816,0.20993,0.14868,0.86661,0.99073,0.9887,0.99382,0.99091,0.98943,0.98783,0.99335,0.98965,0.11551,0.18218,0.10496,0.7771,0.00307,0.00307,0.00307
107,11054,0.19633,0.20936,0.14867,0.86245,0.99096,0.9887,0.99382,0.99105,0.99009,0.98783,0.99349,0.98964,0.11532,0.18185,0.10473,0.77706,0.003004,0.003004,0.003004
108,11155.2,0.19543,0.2036,0.14753,0.86271,0.99089,0.9887,0.9938,0.99108,0.99002,0.98783,0.99349,0.98983,0.11502,0.18157,0.10491,0.77704,0.002938,0.002938,0.002938
109,11254.4,0.19574,0.20854,0.14731,0.86331,0.99117,0.9887,0.9938,0.99111,0.9903,0.98783,0.99349,0.99033,0.11477,0.18158,0.10344,0.77694,0.002872,0.002872,0.002872
110,11353.2,0.19467,0.20632,0.14752,0.86375,0.99123,0.9887,0.99371,0.99117,0.99035,0.98783,0.99344,0.9904,0.11454,0.18164,0.10356,0.77685,0.002806,0.002806,0.002806
111,11451.9,0.19519,0.20673,0.14668,0.86527,0.99126,0.9887,0.99373,0.99114,0.99039,0.98783,0.99342,0.99039,0.11439,0.1819,0.10273,0.77671,0.00274,0.00274,0.00274
112,11551.9,0.19518,0.20664,0.14639,0.86516,0.99138,0.9887,0.99369,0.99116,0.99051,0.98783,0.9934,0.99026,0.11426,0.18205,0.10282,0.77664,0.002674,0.002674,0.002674
113,11650.2,0.19237,0.20567,0.14408,0.86097,0.9919,0.9887,0.99375,0.99126,0.99102,0.98783,0.99348,0.99029,0.11428,0.1821,0.1023,0.77659,0.002608,0.002608,0.002608
114,11751.6,0.19364,0.20859,0.14529,0.86164,0.99063,0.9887,0.99379,0.99078,0.98976,0.98783,0.99351,0.99022,0.11414,0.18241,0.10206,0.77656,0.002542,0.002542,0.002542
115,11851.6,0.19133,0.20368,0.14179,0.86322,0.99041,0.9887,0.9938,0.99073,0.98954,0.98783,0.99353,0.98979,0.11408,0.18219,0.10188,0.77652,0.002476,0.002476,0.002476
116,11951.7,0.18858,0.20079,0.14123,0.8617,0.99053,0.98783,0.99382,0.99079,0.98966,0.98696,0.99352,0.9898,0.11395,0.18198,0.10164,0.77645,0.00241,0.00241,0.00241
1 epoch time train/box_loss train/seg_loss train/cls_loss train/dfl_loss metrics/precision(B) metrics/recall(B) metrics/mAP50(B) metrics/mAP50-95(B) metrics/precision(M) metrics/recall(M) metrics/mAP50(M) metrics/mAP50-95(M) val/box_loss val/seg_loss val/cls_loss val/dfl_loss lr/pg0 lr/pg1 lr/pg2
2 1 107.847 0.52721 0.86298 1.14096 1.02452 0.95706 0.96913 0.98188 0.88943 0.95461 0.96783 0.97848 0.92424 0.43132 0.42199 0.72877 1.04563 0.0033287 0.0033287 0.0033287
3 2 211.841 0.44686 0.4797 0.53649 0.95043 0.97437 0.95304 0.98593 0.917 0.9726 0.9513 0.97861 0.92974 0.36926 0.50062 0.43777 0.96565 0.00661807 0.00661807 0.00661807
4 3 308 0.51156 0.51316 0.48149 0.97834 0.9446 0.95913 0.97742 0.88401 0.94374 0.95826 0.97528 0.91235 0.44433 0.50938 0.41321 1.03414 0.00986343 0.00986343 0.00986343
5 4 405.057 0.5207 0.54139 0.444 0.98303 0.94353 0.97338 0.97167 0.8953 0.941 0.97077 0.96878 0.91011 0.38921 0.50847 0.37159 0.98678 0.009802 0.009802 0.009802
6 5 503.769 0.48829 0.50109 0.39484 0.9659 0.96479 0.95739 0.9814 0.91605 0.96391 0.95652 0.98075 0.94035 0.37348 0.40976 0.34067 0.98688 0.009736 0.009736 0.009736
7 6 603.199 0.44573 0.46749 0.35913 0.94838 0.95772 0.98498 0.98425 0.93875 0.95603 0.98324 0.98323 0.95328 0.30719 0.33623 0.30263 0.92314 0.00967 0.00967 0.00967
8 7 701.51 0.42676 0.44513 0.34182 0.94303 0.96426 0.98531 0.99037 0.95563 0.96256 0.98375 0.98949 0.96634 0.29032 0.31303 0.25712 0.89738 0.009604 0.009604 0.009604
9 8 800.417 0.40862 0.4292 0.32337 0.93522 0.9692 0.99043 0.99207 0.95962 0.96835 0.98957 0.99176 0.97232 0.27948 0.30555 0.24238 0.89432 0.009538 0.009538 0.009538
10 9 899.854 0.39211 0.41682 0.30726 0.92751 0.97541 0.98522 0.99297 0.96516 0.97369 0.98348 0.99245 0.97488 0.27858 0.30034 0.23503 0.89253 0.009472 0.009472 0.009472
11 10 998.52 0.37684 0.39683 0.29676 0.92015 0.96844 0.98725 0.99224 0.96648 0.96767 0.98892 0.99137 0.97177 0.2589 0.30764 0.22978 0.87593 0.009406 0.009406 0.009406
12 11 1099.57 0.36701 0.3901 0.29155 0.91807 0.97418 0.98261 0.99171 0.96789 0.97245 0.98087 0.99115 0.97332 0.26057 0.28331 0.23488 0.87961 0.00934 0.00934 0.00934
13 12 1198.78 0.35667 0.37464 0.28446 0.91647 0.9783 0.98001 0.99237 0.96782 0.97656 0.97827 0.99185 0.97345 0.25721 0.27423 0.21859 0.87886 0.009274 0.009274 0.009274
14 13 1298.74 0.34492 0.36335 0.27292 0.91135 0.96843 0.98698 0.9909 0.9572 0.96672 0.98524 0.98923 0.96333 0.25834 0.28256 0.2392 0.88907 0.009208 0.009208 0.009208
15 14 1395.12 0.34504 0.363 0.27146 0.9142 0.9668 0.98768 0.98881 0.96683 0.96595 0.98681 0.98818 0.9743 0.24674 0.27189 0.21869 0.87302 0.009142 0.009142 0.009142
16 15 1490.44 0.33934 0.35701 0.26753 0.91182 0.97507 0.98629 0.99286 0.97156 0.97421 0.98542 0.99266 0.97694 0.24772 0.27236 0.20878 0.86691 0.009076 0.009076 0.009076
17 16 1589.01 0.32836 0.34028 0.2593 0.90553 0.97563 0.99217 0.99296 0.97335 0.97478 0.9913 0.99273 0.98075 0.22147 0.2518 0.20329 0.84851 0.00901 0.00901 0.00901
18 17 1688.77 0.32741 0.34381 0.25711 0.90524 0.97663 0.98609 0.99208 0.97429 0.97577 0.98522 0.99138 0.97726 0.21371 0.24954 0.19601 0.84607 0.008944 0.008944 0.008944
19 18 1787.51 0.3245 0.33391 0.25284 0.90678 0.97665 0.98348 0.99259 0.97682 0.97578 0.98261 0.99222 0.98053 0.21078 0.24404 0.18937 0.84082 0.008878 0.008878 0.008878
20 19 1886.49 0.31572 0.33354 0.24965 0.89871 0.97977 0.98261 0.9924 0.97865 0.97817 0.98087 0.99144 0.9801 0.20476 0.24179 0.19052 0.83205 0.008812 0.008812 0.008812
21 20 1984.11 0.31172 0.33331 0.24687 0.90068 0.9827 0.98816 0.99354 0.98233 0.98184 0.98729 0.99312 0.98418 0.20096 0.25097 0.17218 0.82988 0.008746 0.008746 0.008746
22 21 2081.73 0.31086 0.32866 0.24377 0.89988 0.98765 0.98174 0.99339 0.97762 0.98677 0.98087 0.99293 0.98155 0.21773 0.23336 0.18595 0.84376 0.00868 0.00868 0.00868
23 22 2176.5 0.30628 0.32043 0.23928 0.90007 0.986 0.98022 0.99243 0.97854 0.98513 0.97935 0.99179 0.97967 0.1986 0.23492 0.18422 0.83212 0.008614 0.008614 0.008614
24 23 2273.73 0.29791 0.31342 0.23157 0.89284 0.98023 0.99182 0.99259 0.98277 0.97937 0.99095 0.99239 0.98313 0.1893 0.22676 0.17066 0.8275 0.008548 0.008548 0.008548
25 24 2373.58 0.29793 0.3141 0.23308 0.89246 0.98319 0.99304 0.99291 0.98368 0.98233 0.99217 0.99259 0.9827 0.18488 0.23068 0.16163 0.82214 0.008482 0.008482 0.008482
26 25 2471.68 0.29756 0.31658 0.23125 0.89431 0.98024 0.99191 0.993 0.98238 0.97938 0.99107 0.99249 0.98302 0.1895 0.22699 0.17048 0.82978 0.008416 0.008416 0.008416
27 26 2569.79 0.29619 0.30354 0.23038 0.89486 0.98768 0.98522 0.99336 0.98248 0.98506 0.98261 0.99276 0.98343 0.19131 0.22987 0.16194 0.82622 0.00835 0.00835 0.00835
28 27 2668.19 0.29071 0.31135 0.22767 0.89316 0.97596 0.9884 0.99275 0.982 0.9751 0.98753 0.99256 0.98184 0.18551 0.2253 0.16818 0.81831 0.008284 0.008284 0.008284
29 28 2767.34 0.28938 0.31037 0.22534 0.89248 0.97924 0.98418 0.99194 0.98112 0.9775 0.98244 0.99144 0.98149 0.18282 0.21719 0.17099 0.82046 0.008218 0.008218 0.008218
30 29 2863.38 0.28634 0.30647 0.2266 0.89076 0.9852 0.98375 0.99333 0.98135 0.98345 0.98201 0.99205 0.98352 0.18189 0.21539 0.16538 0.81536 0.008152 0.008152 0.008152
31 30 2961.53 0.28431 0.30689 0.22148 0.88882 0.9832 0.98348 0.99303 0.98327 0.98233 0.98261 0.99238 0.98341 0.1805 0.21713 0.16704 0.81625 0.008086 0.008086 0.008086
32 31 3060.95 0.28019 0.30226 0.21823 0.88867 0.97834 0.9913 0.99307 0.98274 0.97748 0.99043 0.99235 0.98211 0.17961 0.22615 0.16259 0.81651 0.00802 0.00802 0.00802
33 32 3159.09 0.28009 0.29671 0.21843 0.88636 0.98622 0.98696 0.99274 0.98474 0.98535 0.98609 0.99159 0.98474 0.1755 0.22404 0.15472 0.81 0.007954 0.007954 0.007954
34 33 3283.17 0.27592 0.29208 0.21545 0.88575 0.98512 0.98696 0.99307 0.98394 0.98425 0.98609 0.99264 0.98547 0.17483 0.21325 0.15813 0.81005 0.007888 0.007888 0.007888
35 34 3428.45 0.27591 0.29288 0.21188 0.89014 0.98611 0.98806 0.99342 0.98452 0.98525 0.98719 0.993 0.98523 0.17652 0.20526 0.15379 0.81851 0.007822 0.007822 0.007822
36 35 3550.9 0.27433 0.2968 0.21354 0.88813 0.97851 0.98972 0.99297 0.98386 0.97765 0.98885 0.99262 0.98422 0.17037 0.21182 0.14861 0.80926 0.007756 0.007756 0.007756
37 36 3657.09 0.27319 0.287 0.2105 0.88652 0.97939 0.99164 0.99332 0.98437 0.97853 0.99085 0.99242 0.98552 0.16931 0.21514 0.15294 0.8092 0.00769 0.00769 0.00769
38 37 3782.23 0.26943 0.28317 0.21014 0.88438 0.98784 0.98876 0.99285 0.98559 0.98697 0.98789 0.99202 0.9857 0.16731 0.21337 0.15326 0.80781 0.007624 0.007624 0.007624
39 38 3940.62 0.27105 0.28908 0.21144 0.88662 0.99213 0.98699 0.99338 0.98617 0.9891 0.98783 0.9926 0.98656 0.15869 0.2083 0.13522 0.8036 0.007558 0.007558 0.007558
40 39 4072.86 0.26492 0.27526 0.20484 0.88591 0.98964 0.98696 0.99281 0.98695 0.98877 0.98609 0.99181 0.98614 0.16551 0.2036 0.14647 0.80637 0.007492 0.007492 0.007492
41 40 4172.63 0.26602 0.28533 0.20697 0.88646 0.98528 0.98921 0.9936 0.98422 0.98441 0.98834 0.99293 0.98513 0.16638 0.20797 0.1441 0.8097 0.007426 0.007426 0.007426
42 41 4279.16 0.26753 0.27984 0.20912 0.88635 0.98823 0.9887 0.9937 0.98625 0.9865 0.98696 0.99293 0.98627 0.15909 0.20736 0.14165 0.80237 0.00736 0.00736 0.00736
43 42 4379.6 0.26213 0.27729 0.202 0.88377 0.98898 0.98783 0.99328 0.98681 0.98811 0.98696 0.99268 0.98722 0.16117 0.20903 0.14508 0.8047 0.007294 0.007294 0.007294
44 43 4482.65 0.26356 0.27833 0.20689 0.8846 0.98664 0.99043 0.99348 0.98706 0.98491 0.9887 0.99285 0.98634 0.15905 0.21222 0.14651 0.80541 0.007228 0.007228 0.007228
45 44 4587.38 0.26245 0.2721 0.20489 0.88247 0.9794 0.99242 0.99279 0.98484 0.97855 0.99155 0.99227 0.98563 0.15991 0.20451 0.1494 0.8079 0.007162 0.007162 0.007162
46 45 4720.87 0.26093 0.27546 0.20192 0.88395 0.98712 0.98435 0.99327 0.9859 0.98538 0.98261 0.99286 0.98608 0.15651 0.20262 0.14215 0.80211 0.007096 0.007096 0.007096
47 46 4836.26 0.25691 0.27387 0.19994 0.8795 0.97768 0.99038 0.99316 0.98708 0.97682 0.98951 0.9927 0.98675 0.14856 0.20668 0.13947 0.79501 0.00703 0.00703 0.00703
48 47 4937.59 0.26141 0.27651 0.20042 0.8849 0.98872 0.99067 0.99365 0.98785 0.98785 0.9898 0.99308 0.98787 0.15137 0.20431 0.13473 0.80331 0.006964 0.006964 0.006964
49 48 5076.53 0.25335 0.26878 0.19769 0.8797 0.98691 0.98957 0.99366 0.98749 0.98604 0.9887 0.99322 0.98674 0.1512 0.20275 0.13833 0.7981 0.006898 0.006898 0.006898
50 49 5221.15 0.25461 0.26933 0.19551 0.8829 0.99032 0.97891 0.99312 0.9857 0.98944 0.97804 0.99217 0.98494 0.15005 0.20016 0.13982 0.79806 0.006832 0.006832 0.006832
51 50 5347.85 0.25388 0.26372 0.20132 0.88001 0.98603 0.98609 0.99279 0.98544 0.98436 0.98529 0.99222 0.98599 0.16602 0.19515 0.16115 0.81139 0.006766 0.006766 0.006766
52 51 5446.41 0.25017 0.26252 0.19767 0.88037 0.98386 0.98957 0.9935 0.98808 0.98299 0.9887 0.99301 0.98793 0.14872 0.19888 0.14064 0.79716 0.0067 0.0067 0.0067
53 52 5546.74 0.24902 0.26676 0.19416 0.88038 0.98597 0.98696 0.99361 0.98833 0.9851 0.98609 0.99294 0.98854 0.1473 0.19526 0.13054 0.79453 0.006634 0.006634 0.006634
54 53 5648.25 0.25061 0.26463 0.19772 0.87817 0.98249 0.98957 0.99353 0.98846 0.98163 0.9887 0.9931 0.98846 0.14946 0.1953 0.13429 0.79606 0.006568 0.006568 0.006568
55 54 5748.43 0.24758 0.26677 0.19111 0.87727 0.98957 0.99015 0.99375 0.98856 0.9887 0.98928 0.99343 0.98851 0.14773 0.19844 0.13145 0.79443 0.006502 0.006502 0.006502
56 55 5847.71 0.24924 0.26486 0.19337 0.87963 0.99035 0.98696 0.99349 0.98674 0.98948 0.98609 0.99286 0.98746 0.14658 0.19858 0.13049 0.79657 0.006436 0.006436 0.006436
57 56 5948.91 0.24522 0.2614 0.18804 0.8765 0.98634 0.98783 0.99357 0.98774 0.98547 0.98696 0.99312 0.98804 0.14555 0.19767 0.12854 0.79345 0.00637 0.00637 0.00637
58 57 6046.81 0.24461 0.25488 0.1877 0.87849 0.99018 0.98522 0.99339 0.98798 0.98931 0.98435 0.99276 0.98708 0.14312 0.19874 0.12753 0.79348 0.006304 0.006304 0.006304
59 58 6146.2 0.24441 0.26141 0.18825 0.8783 0.98528 0.98965 0.99346 0.98791 0.98442 0.98878 0.99271 0.98708 0.14057 0.19596 0.12326 0.79345 0.006238 0.006238 0.006238
60 59 6246.06 0.23959 0.2483 0.18563 0.87405 0.9876 0.9913 0.99345 0.98837 0.98673 0.99043 0.99292 0.98837 0.13775 0.19224 0.12165 0.79272 0.006172 0.006172 0.006172
61 60 6346.47 0.23885 0.25093 0.18315 0.8762 0.99046 0.98783 0.99346 0.98739 0.98959 0.98696 0.99309 0.98757 0.13777 0.19455 0.12347 0.79413 0.006106 0.006106 0.006106
62 61 6445.7 0.24102 0.25811 0.18485 0.87531 0.98787 0.99043 0.99375 0.98854 0.987 0.98957 0.99333 0.98913 0.13641 0.19321 0.11934 0.79002 0.00604 0.00604 0.00604
63 62 6546.68 0.23896 0.25377 0.1834 0.87567 0.99111 0.9913 0.99379 0.98876 0.99024 0.99043 0.99335 0.98931 0.13539 0.19097 0.11847 0.79166 0.005974 0.005974 0.005974
64 63 6646.1 0.23742 0.24918 0.18155 0.87494 0.98927 0.9913 0.99385 0.9888 0.9884 0.99043 0.99369 0.98909 0.13428 0.19132 0.11804 0.79076 0.005908 0.005908 0.005908
65 64 6746.41 0.23531 0.24925 0.18051 0.87635 0.99061 0.9887 0.99377 0.98918 0.98974 0.98783 0.99358 0.98915 0.1357 0.19201 0.11777 0.79173 0.005842 0.005842 0.005842
66 65 6845.24 0.23575 0.25051 0.17938 0.87435 0.99169 0.98783 0.99377 0.99001 0.99081 0.98696 0.99322 0.98949 0.13505 0.19327 0.11525 0.79065 0.005776 0.005776 0.005776
67 66 6945.39 0.23063 0.24356 0.17718 0.87477 0.99355 0.98696 0.99359 0.99022 0.99268 0.98609 0.9932 0.98921 0.13243 0.19537 0.11622 0.7896 0.00571 0.00571 0.00571
68 67 7045.89 0.23135 0.24419 0.17955 0.87322 0.99226 0.98522 0.99366 0.99024 0.99138 0.98435 0.9931 0.9895 0.13099 0.19336 0.11721 0.78831 0.005644 0.005644 0.005644
69 68 7145.09 0.23057 0.24131 0.17753 0.87449 0.9912 0.9913 0.99393 0.98994 0.99033 0.99043 0.99333 0.98966 0.13016 0.19263 0.11315 0.78685 0.005578 0.005578 0.005578
70 69 7241.54 0.23138 0.24037 0.1771 0.87235 0.99295 0.98783 0.99399 0.99037 0.99208 0.98696 0.99352 0.98936 0.12992 0.19553 0.11402 0.78607 0.005512 0.005512 0.005512
71 70 7339.34 0.23042 0.24063 0.17737 0.87156 0.99043 0.99001 0.99402 0.99001 0.98956 0.98919 0.99359 0.9897 0.12757 0.195 0.11428 0.78472 0.005446 0.005446 0.005446
72 71 7440.52 0.22789 0.24112 0.17268 0.87278 0.99126 0.98668 0.99386 0.98904 0.99039 0.98606 0.99343 0.98935 0.12873 0.19415 0.1132 0.78489 0.00538 0.00538 0.00538
73 72 7541.18 0.23064 0.24128 0.17866 0.8756 0.99126 0.98623 0.99373 0.99002 0.99039 0.98587 0.99324 0.98932 0.12882 0.18836 0.11673 0.78488 0.005314 0.005314 0.005314
74 73 7642.52 0.22769 0.24242 0.17408 0.87305 0.99304 0.98522 0.99384 0.98968 0.99129 0.98348 0.99337 0.98942 0.12898 0.18826 0.11708 0.78523 0.005248 0.005248 0.005248
75 74 7744.03 0.22611 0.24119 0.17246 0.86984 0.99041 0.98782 0.99373 0.9901 0.98752 0.98609 0.99321 0.98912 0.1296 0.18957 0.12095 0.78648 0.005182 0.005182 0.005182
76 75 7847.33 0.22393 0.23545 0.17213 0.87062 0.99353 0.98522 0.99384 0.99031 0.98444 0.99 0.9934 0.98962 0.12963 0.18741 0.12031 0.78659 0.005116 0.005116 0.005116
77 76 7948.12 0.22531 0.23716 0.17236 0.87239 0.99137 0.98522 0.99372 0.99016 0.98951 0.98387 0.99303 0.98935 0.12738 0.18816 0.11963 0.78498 0.00505 0.00505 0.00505
78 77 8048.73 0.22722 0.24195 0.17362 0.87179 0.98965 0.98522 0.99368 0.98937 0.9879 0.98348 0.99303 0.98896 0.12702 0.18462 0.11948 0.7845 0.004984 0.004984 0.004984
79 78 8149.22 0.22423 0.23931 0.16946 0.87213 0.98988 0.98522 0.99386 0.98951 0.98813 0.98348 0.99328 0.98925 0.12623 0.18385 0.11818 0.78371 0.004918 0.004918 0.004918
80 79 8248.95 0.22342 0.2358 0.17204 0.87211 0.99022 0.98522 0.99378 0.98962 0.98847 0.98348 0.99322 0.98908 0.12468 0.18246 0.1195 0.78236 0.004852 0.004852 0.004852
81 80 8349.88 0.22232 0.22808 0.16801 0.87284 0.98959 0.9887 0.99368 0.99002 0.98785 0.98696 0.99308 0.98892 0.1247 0.18315 0.11735 0.78294 0.004786 0.004786 0.004786
82 81 8449.66 0.22067 0.23243 0.16748 0.87033 0.99126 0.98631 0.99359 0.9903 0.99039 0.98544 0.99324 0.9894 0.12434 0.17951 0.11361 0.78327 0.00472 0.00472 0.00472
83 82 8551.93 0.22243 0.22983 0.16944 0.87181 0.98729 0.9913 0.99381 0.99031 0.98642 0.99043 0.99352 0.98972 0.12484 0.17985 0.11328 0.78381 0.004654 0.004654 0.004654
84 83 8648.59 0.22028 0.23233 0.16666 0.8705 0.98923 0.99043 0.99379 0.99063 0.98738 0.98957 0.99348 0.98982 0.12503 0.17971 0.11253 0.7841 0.004588 0.004588 0.004588
85 84 8748.67 0.21639 0.22697 0.16399 0.87016 0.98957 0.98962 0.99378 0.99036 0.9887 0.98878 0.9934 0.98954 0.12442 0.18161 0.11082 0.78324 0.004522 0.004522 0.004522
86 85 8850.99 0.21939 0.22881 0.16786 0.87219 0.99043 0.99043 0.99379 0.99043 0.98956 0.98957 0.99338 0.98981 0.12324 0.18243 0.11056 0.7824 0.004456 0.004456 0.004456
87 86 8950.73 0.21613 0.22691 0.16661 0.8692 0.98833 0.9913 0.99371 0.99018 0.98746 0.99043 0.99327 0.98942 0.12193 0.18335 0.11169 0.78142 0.00439 0.00439 0.00439
88 87 9051.13 0.21453 0.2228 0.16246 0.86885 0.98872 0.99096 0.99371 0.99013 0.98785 0.99009 0.99323 0.9893 0.12044 0.18404 0.11258 0.78011 0.004324 0.004324 0.004324
89 88 9152.48 0.21682 0.22344 0.16186 0.87082 0.98926 0.98957 0.99365 0.99007 0.98752 0.98783 0.99305 0.9892 0.11985 0.18472 0.11146 0.77982 0.004258 0.004258 0.004258
90 89 9255.58 0.21336 0.22346 0.16062 0.86966 0.98867 0.98957 0.99345 0.98968 0.98693 0.98783 0.99281 0.98888 0.12109 0.1848 0.11003 0.78052 0.004192 0.004192 0.004192
91 90 9357.27 0.21107 0.22494 0.1601 0.86871 0.98813 0.98957 0.99364 0.99027 0.98639 0.98783 0.99296 0.98896 0.12081 0.18615 0.10934 0.77999 0.004126 0.004126 0.004126
92 91 9459.27 0.21223 0.22007 0.16388 0.86684 0.98856 0.99043 0.99386 0.99049 0.98682 0.9887 0.9933 0.98997 0.1189 0.18616 0.10993 0.77835 0.00406 0.00406 0.00406
93 92 9561.02 0.21092 0.2237 0.16179 0.8681 0.9897 0.9887 0.99389 0.9904 0.98712 0.9887 0.9934 0.98989 0.11821 0.18479 0.10797 0.77804 0.003994 0.003994 0.003994
94 93 9660.85 0.21216 0.22736 0.16144 0.8675 0.99013 0.99043 0.99394 0.99103 0.98835 0.9887 0.99337 0.99023 0.11807 0.18461 0.10653 0.77787 0.003928 0.003928 0.003928
95 94 9759.24 0.20852 0.21977 0.15714 0.86504 0.99099 0.99043 0.99397 0.99106 0.99012 0.98957 0.9935 0.99032 0.11778 0.18495 0.10632 0.7777 0.003862 0.003862 0.003862
96 95 9857.62 0.20808 0.22114 0.15844 0.8692 0.99099 0.99043 0.9939 0.99046 0.98902 0.9887 0.99332 0.99022 0.11763 0.18441 0.10582 0.77763 0.003796 0.003796 0.003796
97 96 9957.91 0.20941 0.22203 0.15866 0.86763 0.99129 0.98975 0.9939 0.99146 0.99042 0.98888 0.99342 0.99029 0.11712 0.18465 0.10474 0.77737 0.00373 0.00373 0.00373
98 97 10056.3 0.20591 0.21762 0.15666 0.86606 0.99214 0.98843 0.99391 0.99114 0.99127 0.98756 0.99351 0.99036 0.11673 0.18515 0.1042 0.77721 0.003664 0.003664 0.003664
99 98 10155.7 0.20691 0.21885 0.15554 0.86666 0.99128 0.98834 0.99386 0.99055 0.99041 0.98747 0.99348 0.99029 0.1163 0.1856 0.10369 0.77695 0.003598 0.003598 0.003598
100 99 10256.9 0.20577 0.22249 0.15425 0.86595 0.99127 0.98765 0.99364 0.99068 0.9904 0.98678 0.99324 0.98948 0.11618 0.18499 0.10421 0.77715 0.003532 0.003532 0.003532
101 100 10355.6 0.20311 0.22198 0.15325 0.86532 0.98871 0.98991 0.99384 0.99049 0.98784 0.98904 0.99351 0.9897 0.11577 0.18463 0.10425 0.77677 0.003466 0.003466 0.003466
102 101 10454.2 0.20147 0.21825 0.15342 0.86525 0.99128 0.98889 0.99385 0.99052 0.99041 0.98802 0.99349 0.98977 0.11572 0.18382 0.10408 0.77696 0.0034 0.0034 0.0034
103 102 10553.8 0.20307 0.21295 0.15367 0.86584 0.99128 0.98868 0.99387 0.99046 0.99041 0.98782 0.99352 0.99026 0.11598 0.18367 0.10393 0.77721 0.003334 0.003334 0.003334
104 103 10654.4 0.19875 0.21258 0.15119 0.86495 0.99128 0.98906 0.99389 0.99087 0.99041 0.98819 0.99356 0.98972 0.11595 0.18309 0.1052 0.77713 0.003268 0.003268 0.003268
105 104 10754.4 0.20044 0.21075 0.15066 0.86607 0.99088 0.9887 0.99385 0.99076 0.98869 0.98806 0.99337 0.98953 0.11607 0.18257 0.10604 0.77726 0.003202 0.003202 0.003202
106 105 10853.6 0.19926 0.21057 0.15057 0.86453 0.99006 0.9887 0.99386 0.99079 0.98918 0.98783 0.99335 0.98946 0.1159 0.18214 0.1055 0.77734 0.003136 0.003136 0.003136
107 106 10953.1 0.19816 0.20993 0.14868 0.86661 0.99073 0.9887 0.99382 0.99091 0.98943 0.98783 0.99335 0.98965 0.11551 0.18218 0.10496 0.7771 0.00307 0.00307 0.00307
108 107 11054 0.19633 0.20936 0.14867 0.86245 0.99096 0.9887 0.99382 0.99105 0.99009 0.98783 0.99349 0.98964 0.11532 0.18185 0.10473 0.77706 0.003004 0.003004 0.003004
109 108 11155.2 0.19543 0.2036 0.14753 0.86271 0.99089 0.9887 0.9938 0.99108 0.99002 0.98783 0.99349 0.98983 0.11502 0.18157 0.10491 0.77704 0.002938 0.002938 0.002938
110 109 11254.4 0.19574 0.20854 0.14731 0.86331 0.99117 0.9887 0.9938 0.99111 0.9903 0.98783 0.99349 0.99033 0.11477 0.18158 0.10344 0.77694 0.002872 0.002872 0.002872
111 110 11353.2 0.19467 0.20632 0.14752 0.86375 0.99123 0.9887 0.99371 0.99117 0.99035 0.98783 0.99344 0.9904 0.11454 0.18164 0.10356 0.77685 0.002806 0.002806 0.002806
112 111 11451.9 0.19519 0.20673 0.14668 0.86527 0.99126 0.9887 0.99373 0.99114 0.99039 0.98783 0.99342 0.99039 0.11439 0.1819 0.10273 0.77671 0.00274 0.00274 0.00274
113 112 11551.9 0.19518 0.20664 0.14639 0.86516 0.99138 0.9887 0.99369 0.99116 0.99051 0.98783 0.9934 0.99026 0.11426 0.18205 0.10282 0.77664 0.002674 0.002674 0.002674
114 113 11650.2 0.19237 0.20567 0.14408 0.86097 0.9919 0.9887 0.99375 0.99126 0.99102 0.98783 0.99348 0.99029 0.11428 0.1821 0.1023 0.77659 0.002608 0.002608 0.002608
115 114 11751.6 0.19364 0.20859 0.14529 0.86164 0.99063 0.9887 0.99379 0.99078 0.98976 0.98783 0.99351 0.99022 0.11414 0.18241 0.10206 0.77656 0.002542 0.002542 0.002542
116 115 11851.6 0.19133 0.20368 0.14179 0.86322 0.99041 0.9887 0.9938 0.99073 0.98954 0.98783 0.99353 0.98979 0.11408 0.18219 0.10188 0.77652 0.002476 0.002476 0.002476
117 116 11951.7 0.18858 0.20079 0.14123 0.8617 0.99053 0.98783 0.99382 0.99079 0.98966 0.98696 0.99352 0.9898 0.11395 0.18198 0.10164 0.77645 0.00241 0.00241 0.00241

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