[CF]提交文件

This commit is contained in:
songbingle 2025-06-06 16:38:59 +08:00
parent 421ef71e66
commit 693257d9f3
210 changed files with 400 additions and 8 deletions

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task: detect
mode: train
model: C:\workspace\le-yolo\runs\detect\train40\weights\last.pt
data: data.yaml
epochs: 100
time: null
patience: 100
batch: 8
imgsz: 640
save: true
save_period: -1
cache: false
device: cpu
workers: 8
project: null
name: train41
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
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: true
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:\workspace\le-yolo\runs\detect\train41

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53,916.623,0.50864,0.41497,0.85323,0.99863,0.97872,0.98169,0.92254,0.37331,0.33323,0.84096,0.0009704,0.0009704,0.0009704
54,933.987,0.52799,0.44167,0.88952,0.99867,0.97872,0.98229,0.9402,0.35068,0.32846,0.82673,0.0009506,0.0009506,0.0009506
55,953.2,0.51184,0.38386,0.8495,0.99872,0.97872,0.98205,0.91803,0.37408,0.32643,0.83053,0.0009308,0.0009308,0.0009308
56,971.796,0.52067,0.38354,0.85045,0.99862,0.97872,0.98142,0.9003,0.42678,0.33707,0.84691,0.000911,0.000911,0.000911
57,989.698,0.511,0.41411,0.89768,0.99846,0.97872,0.98074,0.91355,0.40564,0.34127,0.85172,0.0008912,0.0008912,0.0008912
58,1017.86,0.4908,0.41116,0.88702,0.99856,0.97872,0.98112,0.92068,0.40426,0.35966,0.84755,0.0008714,0.0008714,0.0008714
59,1036.58,0.56514,0.41822,0.90872,0.99866,0.97872,0.98084,0.90167,0.45895,0.37725,0.87466,0.0008516,0.0008516,0.0008516
60,1054.86,0.53422,0.41125,0.89401,0.99857,0.97872,0.97963,0.91716,0.44786,0.36432,0.88454,0.0008318,0.0008318,0.0008318
61,1071.71,0.46392,0.34954,0.84513,0.99892,0.97872,0.97932,0.92682,0.41825,0.34707,0.86556,0.000812,0.000812,0.000812
62,1088.96,0.52328,0.38443,0.89059,0.99891,0.97872,0.9784,0.92042,0.39242,0.32999,0.84684,0.0007922,0.0007922,0.0007922
63,1107.59,0.50818,0.37645,0.89219,0.99891,0.97872,0.97721,0.93281,0.35708,0.32236,0.82576,0.0007724,0.0007724,0.0007724
64,1126.57,0.48813,0.36618,0.86424,0.99891,0.97872,0.9761,0.91243,0.34426,0.32308,0.82122,0.0007526,0.0007526,0.0007526
65,1142.82,0.45532,0.35061,0.87759,0.99883,0.97872,0.97586,0.91261,0.36316,0.31026,0.84208,0.0007328,0.0007328,0.0007328
66,1159.35,0.46359,0.35559,0.8597,0.99875,0.97872,0.97617,0.92475,0.40385,0.32869,0.88485,0.000713,0.000713,0.000713
67,1189.88,0.45464,0.34641,0.84837,0.99852,0.97872,0.97845,0.92003,0.42791,0.35336,0.92566,0.0006932,0.0006932,0.0006932
68,1223.2,0.47531,0.3597,0.89926,0.99844,0.97872,0.97905,0.93073,0.41834,0.3546,0.92553,0.0006734,0.0006734,0.0006734
69,1255.14,0.49986,0.37546,0.87739,0.9984,0.97872,0.97973,0.94226,0.40476,0.34059,0.90926,0.0006536,0.0006536,0.0006536
70,1287.2,0.46296,0.36188,0.86538,0.99848,0.97872,0.97995,0.94666,0.38262,0.32842,0.88033,0.0006338,0.0006338,0.0006338
71,1319.9,0.49623,0.36543,0.90021,0.99855,0.97872,0.98011,0.94726,0.35291,0.29502,0.84246,0.000614,0.000614,0.000614
72,1352.2,0.43203,0.33428,0.81717,0.99859,0.97872,0.98032,0.94778,0.3231,0.28928,0.81209,0.0005942,0.0005942,0.0005942
73,1384.49,0.47023,0.36035,0.85262,0.99864,0.97872,0.98059,0.95735,0.31104,0.29399,0.80566,0.0005744,0.0005744,0.0005744
74,1416.26,0.46514,0.3546,0.85979,0.99865,0.97872,0.98032,0.94615,0.32747,0.3008,0.81299,0.0005546,0.0005546,0.0005546
75,1448.09,0.45668,0.34178,0.84259,0.99865,0.97872,0.97973,0.94533,0.33532,0.29274,0.81742,0.0005348,0.0005348,0.0005348
76,1481.04,0.47215,0.38434,0.87977,0.99863,0.97872,0.9796,0.94067,0.34211,0.29338,0.82438,0.000515,0.000515,0.000515
77,1512.88,0.45453,0.37685,0.8768,0.99862,0.97872,0.97935,0.93639,0.34384,0.30578,0.83033,0.0004952,0.0004952,0.0004952
78,1545.04,0.45003,0.34932,0.8275,0.99863,0.97872,0.97947,0.94829,0.35016,0.30961,0.83774,0.0004754,0.0004754,0.0004754
79,1577.02,0.43199,0.33178,0.85264,0.99863,0.97872,0.9797,0.94548,0.35811,0.29918,0.8406,0.0004556,0.0004556,0.0004556
80,1604.21,0.44843,0.3522,0.83275,0.99863,0.97872,0.98023,0.9425,0.35857,0.28806,0.8364,0.0004358,0.0004358,0.0004358
81,1636.03,0.42217,0.32164,0.84201,0.99863,0.97872,0.98112,0.94783,0.34587,0.28573,0.8308,0.000416,0.000416,0.000416
82,1668.15,0.4109,0.32501,0.87795,0.99865,0.97872,0.98321,0.95142,0.33429,0.2813,0.82246,0.0003962,0.0003962,0.0003962
83,1700.1,0.40952,0.32665,0.83963,0.99854,0.97872,0.98581,0.96022,0.32647,0.2664,0.81026,0.0003764,0.0003764,0.0003764
84,1732.35,0.41726,0.32544,0.82361,0.99879,0.97872,0.98701,0.95831,0.32555,0.25376,0.80776,0.0003566,0.0003566,0.0003566
85,1764.48,0.431,0.33577,0.86785,0.99883,0.97872,0.98679,0.95841,0.32012,0.24168,0.80728,0.0003368,0.0003368,0.0003368
86,1797.37,0.41516,0.32249,0.83961,0.99884,0.97872,0.98701,0.95653,0.31304,0.2495,0.80506,0.000317,0.000317,0.000317
87,1820.87,0.43646,0.33861,0.86669,0.99886,0.97872,0.98724,0.97058,0.29836,0.25411,0.79956,0.0002972,0.0002972,0.0002972
88,1852.78,0.40738,0.32458,0.84266,0.99885,0.97872,0.98701,0.97221,0.28375,0.25807,0.79436,0.0002774,0.0002774,0.0002774
89,1883.91,0.39746,0.31575,0.86419,0.99885,0.97872,0.98658,0.96921,0.27939,0.26312,0.79267,0.0002576,0.0002576,0.0002576
90,1915.7,0.40373,0.3311,0.87334,0.99884,0.97872,0.98638,0.96984,0.27776,0.26288,0.79233,0.0002378,0.0002378,0.0002378
91,1939.09,0.37318,0.32516,0.83658,0.99885,0.97872,0.98513,0.95772,0.27015,0.24987,0.79395,0.000218,0.000218,0.000218
92,1955.95,0.32849,0.27068,0.82528,0.99885,0.97872,0.98401,0.95925,0.27214,0.24618,0.79464,0.0001982,0.0001982,0.0001982
93,1972.13,0.35147,0.27997,0.81063,0.99884,0.97872,0.98353,0.95206,0.27958,0.24235,0.79546,0.0001784,0.0001784,0.0001784
94,1989.05,0.35243,0.29647,0.82422,0.99885,0.97872,0.98353,0.9506,0.28328,0.25305,0.79432,0.0001586,0.0001586,0.0001586
95,2005.02,0.34769,0.30079,0.84124,0.99884,0.97872,0.98401,0.95268,0.28254,0.25111,0.79473,0.0001388,0.0001388,0.0001388
96,2021.13,0.34354,0.27808,0.82543,0.99882,0.97872,0.98376,0.94778,0.27895,0.25343,0.79467,0.000119,0.000119,0.000119
97,2037.16,0.32627,0.28342,0.83989,0.99882,0.97872,0.98376,0.95444,0.27365,0.25356,0.79401,9.92e-05,9.92e-05,9.92e-05
98,2053.4,0.34274,0.28733,0.83211,0.99882,0.97872,0.98321,0.95702,0.26831,0.25291,0.79308,7.94e-05,7.94e-05,7.94e-05
99,2069.47,0.35258,0.28677,0.81653,0.99885,0.97872,0.98254,0.96554,0.26283,0.24948,0.79225,5.96e-05,5.96e-05,5.96e-05
100,2086.26,0.34273,0.28293,0.8384,0.99884,0.97872,0.98221,0.96732,0.26213,0.24529,0.79167,3.98e-05,3.98e-05,3.98e-05
1 epoch time train/box_loss train/cls_loss train/dfl_loss metrics/precision(B) metrics/recall(B) metrics/mAP50(B) metrics/mAP50-95(B) val/box_loss val/cls_loss val/dfl_loss lr/pg0 lr/pg1 lr/pg2
2 1 18.1402 0.47944 0.46133 0.88836 0.99875 0.97872 0.97506 0.93418 0.32994 0.37608 0.83179 0.00016 0.00016 0.00016
3 2 34.4057 0.42425 0.433 0.84861 0.99867 0.97872 0.97506 0.91668 0.4889 0.46994 0.89762 0.000336634 0.000336634 0.000336634
4 3 51.4111 0.48259 0.46686 0.87727 0.99824 0.97872 0.97506 0.92277 0.4984 0.54687 0.92823 0.000509704 0.000509704 0.000509704
5 4 67.6072 0.5287 0.46914 0.9081 0.99782 0.97872 0.97506 0.90932 0.53824 0.54679 0.97311 0.00067921 0.00067921 0.00067921
6 5 84.1435 0.52487 0.49027 0.8793 0.99822 0.97872 0.97506 0.89412 0.52647 0.54711 0.94022 0.000845152 0.000845152 0.000845152
7 6 101.475 0.54726 0.47999 0.87693 0.99746 0.97872 0.97506 0.90939 0.50964 0.51196 0.93782 0.00100753 0.00100753 0.00100753
8 7 119.005 0.61025 0.52406 0.9069 0.99845 0.97872 0.97507 0.87756 0.46562 0.46824 0.87736 0.00116634 0.00116634 0.00116634
9 8 135.26 0.57393 0.50446 0.86853 0.99874 0.97872 0.9751 0.88243 0.47807 0.47323 0.89177 0.00132159 0.00132159 0.00132159
10 9 151.389 0.68109 0.53546 0.94177 0.99954 0.97872 0.9751 0.86055 0.57229 0.51387 0.96417 0.00147328 0.00147328 0.00147328
11 10 168.346 0.64458 0.56914 0.93388 1 0.97823 0.97511 0.85 0.63401 0.5844 1.00693 0.0016214 0.0016214 0.0016214
12 11 188.254 0.67439 0.54934 0.95136 0.99822 0.97872 0.97515 0.87105 0.56406 0.51572 0.92047 0.00176596 0.00176596 0.00176596
13 12 204.891 0.64582 0.5765 0.92677 0.99742 0.97872 0.97513 0.85512 0.56877 0.516 0.91833 0.0017822 0.0017822 0.0017822
14 13 221.053 0.71372 0.58976 0.97184 1 0.96998 0.97509 0.84349 0.61375 0.57273 0.95111 0.0017624 0.0017624 0.0017624
15 14 237.402 0.66266 0.53364 0.91875 0.98312 0.95745 0.97315 0.85566 0.55334 0.55951 0.90737 0.0017426 0.0017426 0.0017426
16 15 253.542 0.67609 0.54589 0.9131 0.99474 0.95745 0.97364 0.87683 0.54353 0.5622 0.92293 0.0017228 0.0017228 0.0017228
17 16 269.655 0.67408 0.55198 0.96384 1 0.97779 0.97533 0.86791 0.57366 0.58401 0.97147 0.001703 0.001703 0.001703
18 17 285.706 0.60258 0.51294 0.92221 0.99906 0.97872 0.9755 0.87781 0.57575 0.53208 0.99593 0.0016832 0.0016832 0.0016832
19 18 301.937 0.62963 0.52152 0.92802 0.99851 0.97872 0.97599 0.9003 0.53676 0.56549 0.98264 0.0016634 0.0016634 0.0016634
20 19 318.072 0.6353 0.49809 0.87267 0.99795 0.97872 0.97633 0.85881 0.59663 0.52513 0.96931 0.0016436 0.0016436 0.0016436
21 20 334.204 0.64565 0.50992 0.93722 0.99841 0.97872 0.976 0.88563 0.569 0.51221 0.97589 0.0016238 0.0016238 0.0016238
22 21 350.327 0.66136 0.54824 0.89694 0.99821 0.97872 0.97584 0.8932 0.6197 0.5096 0.97214 0.001604 0.001604 0.001604
23 22 366.757 0.68482 0.58508 0.91759 0.99812 0.97872 0.9757 0.84755 0.67075 0.58399 0.96921 0.0015842 0.0015842 0.0015842
24 23 382.873 0.64606 0.51368 0.91513 0.99852 0.97872 0.97561 0.87689 0.58921 0.5877 0.95012 0.0015644 0.0015644 0.0015644
25 24 399.005 0.64038 0.50967 0.90523 0.99856 0.97872 0.97545 0.9052 0.51041 0.56746 0.91622 0.0015446 0.0015446 0.0015446
26 25 415.109 0.57252 0.48502 0.8637 0.99208 0.95745 0.97401 0.85197 0.59402 0.88397 0.97533 0.0015248 0.0015248 0.0015248
27 26 431.348 0.61366 0.49977 0.93366 0.95512 0.90569 0.95071 0.74338 0.85488 1.71265 1.10987 0.001505 0.001505 0.001505
28 27 447.968 0.588 0.4715 0.89766 0.95347 0.85106 0.90849 0.74192 0.69755 1.50149 1.02355 0.0014852 0.0014852 0.0014852
29 28 465.87 0.57275 0.45098 0.87515 0.99828 0.97872 0.97532 0.89042 0.49141 0.52678 0.90583 0.0014654 0.0014654 0.0014654
30 29 482.189 0.62638 0.48904 0.90502 0.99862 0.97872 0.9758 0.89756 0.52299 0.46477 0.92203 0.0014456 0.0014456 0.0014456
31 30 498.318 0.61207 0.51108 0.89205 0.99863 0.97872 0.9762 0.92276 0.48474 0.45816 0.91051 0.0014258 0.0014258 0.0014258
32 31 514.692 0.56932 0.49133 0.90687 0.99854 0.97872 0.97619 0.92568 0.44391 0.45135 0.91229 0.001406 0.001406 0.001406
33 32 531.125 0.58525 0.49759 0.89818 0.99812 0.97872 0.97632 0.90106 0.48143 0.4472 0.93099 0.0013862 0.0013862 0.0013862
34 33 548.116 0.5834 0.49776 0.90432 0.99786 0.97872 0.97665 0.89026 0.53956 0.47358 0.95164 0.0013664 0.0013664 0.0013664
35 34 564.284 0.64415 0.49086 0.93242 0.998 0.97872 0.97681 0.8972 0.57296 0.45938 0.98087 0.0013466 0.0013466 0.0013466
36 35 580.37 0.64409 0.5081 1.0013 0.99725 0.97872 0.97749 0.91464 0.49976 0.45699 0.93606 0.0013268 0.0013268 0.0013268
37 36 596.551 0.54827 0.43719 0.87673 0.99711 0.97872 0.9775 0.89826 0.57072 0.41084 0.9792 0.001307 0.001307 0.001307
38 37 612.809 0.54709 0.43885 0.92381 0.99681 0.97872 0.97675 0.88478 0.60792 0.4596 1.01831 0.0012872 0.0012872 0.0012872
39 38 628.883 0.61291 0.46095 0.90508 0.99774 0.97872 0.97645 0.88316 0.55894 0.46607 1.03249 0.0012674 0.0012674 0.0012674
40 39 645.048 0.57312 0.45284 0.89446 0.99818 0.97872 0.97598 0.87201 0.63671 0.41899 1.1235 0.0012476 0.0012476 0.0012476
41 40 662.909 0.59912 0.4962 0.92173 0.97868 0.97656 0.97444 0.87074 0.64412 0.43902 1.13865 0.0012278 0.0012278 0.0012278
42 41 685.141 0.58224 0.46871 0.89952 0.99709 0.97872 0.97582 0.88214 0.59172 0.41906 1.10472 0.001208 0.001208 0.001208
43 42 707.505 0.59645 0.45865 0.9106 0.99816 0.97872 0.97614 0.88766 0.57541 0.4632 1.07784 0.0011882 0.0011882 0.0011882
44 43 727.427 0.58362 0.44201 0.92456 0.99861 0.97872 0.97676 0.90513 0.52504 0.40016 0.96605 0.0011684 0.0011684 0.0011684
45 44 747.972 0.53758 0.4217 0.8667 0.99844 0.97872 0.97685 0.90804 0.51381 0.44263 0.94994 0.0011486 0.0011486 0.0011486
46 45 779.045 0.54425 0.42857 0.90426 0.99848 0.97872 0.97675 0.87523 0.51519 0.39502 0.91639 0.0011288 0.0011288 0.0011288
47 46 796.203 0.5489 0.41032 0.88753 0.99853 0.97872 0.97747 0.89747 0.44171 0.36586 0.89044 0.001109 0.001109 0.001109
48 47 812.951 0.57871 0.44336 0.89549 0.99779 0.97872 0.97752 0.8951 0.48708 0.38064 0.87861 0.0010892 0.0010892 0.0010892
49 48 829.003 0.54845 0.41414 0.87947 0.99764 0.97872 0.9775 0.86656 0.49908 0.38051 0.86899 0.0010694 0.0010694 0.0010694
50 49 845.668 0.55153 0.4215 0.86141 0.99827 0.97872 0.97815 0.87752 0.43296 0.36822 0.86006 0.0010496 0.0010496 0.0010496
51 50 862.031 0.55533 0.41225 0.89161 0.99817 0.97872 0.97866 0.90998 0.44273 0.39424 0.87419 0.0010298 0.0010298 0.0010298
52 51 878.631 0.54008 0.40844 0.86838 0.99838 0.97872 0.98019 0.92967 0.48604 0.38639 0.90801 0.00101 0.00101 0.00101
53 52 897.193 0.56699 0.43313 0.90463 0.99852 0.97872 0.98041 0.92177 0.43492 0.3639 0.87145 0.0009902 0.0009902 0.0009902
54 53 916.623 0.50864 0.41497 0.85323 0.99863 0.97872 0.98169 0.92254 0.37331 0.33323 0.84096 0.0009704 0.0009704 0.0009704
55 54 933.987 0.52799 0.44167 0.88952 0.99867 0.97872 0.98229 0.9402 0.35068 0.32846 0.82673 0.0009506 0.0009506 0.0009506
56 55 953.2 0.51184 0.38386 0.8495 0.99872 0.97872 0.98205 0.91803 0.37408 0.32643 0.83053 0.0009308 0.0009308 0.0009308
57 56 971.796 0.52067 0.38354 0.85045 0.99862 0.97872 0.98142 0.9003 0.42678 0.33707 0.84691 0.000911 0.000911 0.000911
58 57 989.698 0.511 0.41411 0.89768 0.99846 0.97872 0.98074 0.91355 0.40564 0.34127 0.85172 0.0008912 0.0008912 0.0008912
59 58 1017.86 0.4908 0.41116 0.88702 0.99856 0.97872 0.98112 0.92068 0.40426 0.35966 0.84755 0.0008714 0.0008714 0.0008714
60 59 1036.58 0.56514 0.41822 0.90872 0.99866 0.97872 0.98084 0.90167 0.45895 0.37725 0.87466 0.0008516 0.0008516 0.0008516
61 60 1054.86 0.53422 0.41125 0.89401 0.99857 0.97872 0.97963 0.91716 0.44786 0.36432 0.88454 0.0008318 0.0008318 0.0008318
62 61 1071.71 0.46392 0.34954 0.84513 0.99892 0.97872 0.97932 0.92682 0.41825 0.34707 0.86556 0.000812 0.000812 0.000812
63 62 1088.96 0.52328 0.38443 0.89059 0.99891 0.97872 0.9784 0.92042 0.39242 0.32999 0.84684 0.0007922 0.0007922 0.0007922
64 63 1107.59 0.50818 0.37645 0.89219 0.99891 0.97872 0.97721 0.93281 0.35708 0.32236 0.82576 0.0007724 0.0007724 0.0007724
65 64 1126.57 0.48813 0.36618 0.86424 0.99891 0.97872 0.9761 0.91243 0.34426 0.32308 0.82122 0.0007526 0.0007526 0.0007526
66 65 1142.82 0.45532 0.35061 0.87759 0.99883 0.97872 0.97586 0.91261 0.36316 0.31026 0.84208 0.0007328 0.0007328 0.0007328
67 66 1159.35 0.46359 0.35559 0.8597 0.99875 0.97872 0.97617 0.92475 0.40385 0.32869 0.88485 0.000713 0.000713 0.000713
68 67 1189.88 0.45464 0.34641 0.84837 0.99852 0.97872 0.97845 0.92003 0.42791 0.35336 0.92566 0.0006932 0.0006932 0.0006932
69 68 1223.2 0.47531 0.3597 0.89926 0.99844 0.97872 0.97905 0.93073 0.41834 0.3546 0.92553 0.0006734 0.0006734 0.0006734
70 69 1255.14 0.49986 0.37546 0.87739 0.9984 0.97872 0.97973 0.94226 0.40476 0.34059 0.90926 0.0006536 0.0006536 0.0006536
71 70 1287.2 0.46296 0.36188 0.86538 0.99848 0.97872 0.97995 0.94666 0.38262 0.32842 0.88033 0.0006338 0.0006338 0.0006338
72 71 1319.9 0.49623 0.36543 0.90021 0.99855 0.97872 0.98011 0.94726 0.35291 0.29502 0.84246 0.000614 0.000614 0.000614
73 72 1352.2 0.43203 0.33428 0.81717 0.99859 0.97872 0.98032 0.94778 0.3231 0.28928 0.81209 0.0005942 0.0005942 0.0005942
74 73 1384.49 0.47023 0.36035 0.85262 0.99864 0.97872 0.98059 0.95735 0.31104 0.29399 0.80566 0.0005744 0.0005744 0.0005744
75 74 1416.26 0.46514 0.3546 0.85979 0.99865 0.97872 0.98032 0.94615 0.32747 0.3008 0.81299 0.0005546 0.0005546 0.0005546
76 75 1448.09 0.45668 0.34178 0.84259 0.99865 0.97872 0.97973 0.94533 0.33532 0.29274 0.81742 0.0005348 0.0005348 0.0005348
77 76 1481.04 0.47215 0.38434 0.87977 0.99863 0.97872 0.9796 0.94067 0.34211 0.29338 0.82438 0.000515 0.000515 0.000515
78 77 1512.88 0.45453 0.37685 0.8768 0.99862 0.97872 0.97935 0.93639 0.34384 0.30578 0.83033 0.0004952 0.0004952 0.0004952
79 78 1545.04 0.45003 0.34932 0.8275 0.99863 0.97872 0.97947 0.94829 0.35016 0.30961 0.83774 0.0004754 0.0004754 0.0004754
80 79 1577.02 0.43199 0.33178 0.85264 0.99863 0.97872 0.9797 0.94548 0.35811 0.29918 0.8406 0.0004556 0.0004556 0.0004556
81 80 1604.21 0.44843 0.3522 0.83275 0.99863 0.97872 0.98023 0.9425 0.35857 0.28806 0.8364 0.0004358 0.0004358 0.0004358
82 81 1636.03 0.42217 0.32164 0.84201 0.99863 0.97872 0.98112 0.94783 0.34587 0.28573 0.8308 0.000416 0.000416 0.000416
83 82 1668.15 0.4109 0.32501 0.87795 0.99865 0.97872 0.98321 0.95142 0.33429 0.2813 0.82246 0.0003962 0.0003962 0.0003962
84 83 1700.1 0.40952 0.32665 0.83963 0.99854 0.97872 0.98581 0.96022 0.32647 0.2664 0.81026 0.0003764 0.0003764 0.0003764
85 84 1732.35 0.41726 0.32544 0.82361 0.99879 0.97872 0.98701 0.95831 0.32555 0.25376 0.80776 0.0003566 0.0003566 0.0003566
86 85 1764.48 0.431 0.33577 0.86785 0.99883 0.97872 0.98679 0.95841 0.32012 0.24168 0.80728 0.0003368 0.0003368 0.0003368
87 86 1797.37 0.41516 0.32249 0.83961 0.99884 0.97872 0.98701 0.95653 0.31304 0.2495 0.80506 0.000317 0.000317 0.000317
88 87 1820.87 0.43646 0.33861 0.86669 0.99886 0.97872 0.98724 0.97058 0.29836 0.25411 0.79956 0.0002972 0.0002972 0.0002972
89 88 1852.78 0.40738 0.32458 0.84266 0.99885 0.97872 0.98701 0.97221 0.28375 0.25807 0.79436 0.0002774 0.0002774 0.0002774
90 89 1883.91 0.39746 0.31575 0.86419 0.99885 0.97872 0.98658 0.96921 0.27939 0.26312 0.79267 0.0002576 0.0002576 0.0002576
91 90 1915.7 0.40373 0.3311 0.87334 0.99884 0.97872 0.98638 0.96984 0.27776 0.26288 0.79233 0.0002378 0.0002378 0.0002378
92 91 1939.09 0.37318 0.32516 0.83658 0.99885 0.97872 0.98513 0.95772 0.27015 0.24987 0.79395 0.000218 0.000218 0.000218
93 92 1955.95 0.32849 0.27068 0.82528 0.99885 0.97872 0.98401 0.95925 0.27214 0.24618 0.79464 0.0001982 0.0001982 0.0001982
94 93 1972.13 0.35147 0.27997 0.81063 0.99884 0.97872 0.98353 0.95206 0.27958 0.24235 0.79546 0.0001784 0.0001784 0.0001784
95 94 1989.05 0.35243 0.29647 0.82422 0.99885 0.97872 0.98353 0.9506 0.28328 0.25305 0.79432 0.0001586 0.0001586 0.0001586
96 95 2005.02 0.34769 0.30079 0.84124 0.99884 0.97872 0.98401 0.95268 0.28254 0.25111 0.79473 0.0001388 0.0001388 0.0001388
97 96 2021.13 0.34354 0.27808 0.82543 0.99882 0.97872 0.98376 0.94778 0.27895 0.25343 0.79467 0.000119 0.000119 0.000119
98 97 2037.16 0.32627 0.28342 0.83989 0.99882 0.97872 0.98376 0.95444 0.27365 0.25356 0.79401 9.92e-05 9.92e-05 9.92e-05
99 98 2053.4 0.34274 0.28733 0.83211 0.99882 0.97872 0.98321 0.95702 0.26831 0.25291 0.79308 7.94e-05 7.94e-05 7.94e-05
100 99 2069.47 0.35258 0.28677 0.81653 0.99885 0.97872 0.98254 0.96554 0.26283 0.24948 0.79225 5.96e-05 5.96e-05 5.96e-05
101 100 2086.26 0.34273 0.28293 0.8384 0.99884 0.97872 0.98221 0.96732 0.26213 0.24529 0.79167 3.98e-05 3.98e-05 3.98e-05

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