This commit is contained in:
Yaojia Wang
2026-01-30 00:44:21 +01:00
parent d2489a97d4
commit 33ada0350d
79 changed files with 9737 additions and 297 deletions

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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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8,3657.41,0.47889,0.66715,0.86261,0.80402,0.85067,0.87834,0.7573,0.5365,0.64019,0.86754,0.009307,0.009307,0.009307
9,4100.61,0.46417,0.63485,0.85761,0.81776,0.84993,0.88612,0.77638,0.50423,0.61379,0.85539,0.009208,0.009208,0.009208
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15,6724.06,0.40759,0.52501,0.83904,0.84211,0.88472,0.91329,0.81111,0.47871,0.52982,0.84461,0.008614,0.008614,0.008614
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21,1938.95,0.3826,0.47627,0.83086,0.85282,0.89488,0.92276,0.80107,0.53348,0.50706,0.85418,0.00802,0.00802,0.00802
22,2418,0.37996,0.46715,0.82911,0.86698,0.89705,0.92757,0.81493,0.5038,0.49105,0.84342,0.007921,0.007921,0.007921
23,2900.33,0.37555,0.46089,0.82769,0.86871,0.89566,0.92949,0.82251,0.48233,0.48473,0.84078,0.007822,0.007822,0.007822
24,3381.33,0.3717,0.45531,0.82676,0.87203,0.89509,0.93002,0.80968,0.52892,0.49231,0.85017,0.007723,0.007723,0.007723
25,3867.95,0.36913,0.44591,0.82544,0.87636,0.89074,0.93018,0.81083,0.5286,0.4882,0.84889,0.007624,0.007624,0.007624
26,4354.94,0.3662,0.44016,0.82483,0.86957,0.89807,0.92963,0.80554,0.5486,0.49546,0.8527,0.007525,0.007525,0.007525
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29,5810.68,0.35852,0.42834,0.82242,0.87574,0.8992,0.93108,0.80885,0.53965,0.48712,0.85055,0.007228,0.007228,0.007228
30,6294.55,0.35572,0.42015,0.82155,0.87635,0.90084,0.93172,0.81312,0.5252,0.48089,0.84711,0.007129,0.007129,0.007129
31,6778.25,0.3539,0.41622,0.82025,0.8777,0.90106,0.93275,0.81359,0.52726,0.47864,0.84712,0.00703,0.00703,0.00703
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33,7745.73,0.34835,0.40539,0.81904,0.87629,0.90454,0.933,0.81501,0.52381,0.47649,0.84713,0.006832,0.006832,0.006832
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36,9200.09,0.34343,0.39638,0.81749,0.87551,0.90495,0.93343,0.81477,0.52659,0.4765,0.84798,0.006535,0.006535,0.006535
37,9683.76,0.34013,0.3907,0.81647,0.87738,0.90416,0.93371,0.8152,0.52755,0.47568,0.84807,0.006436,0.006436,0.006436
38,10164.4,0.33826,0.38626,0.81468,0.87923,0.90342,0.93399,0.81571,0.52756,0.47527,0.84794,0.006337,0.006337,0.006337
39,10648.6,0.3366,0.3812,0.81517,0.8786,0.90333,0.93368,0.81448,0.53035,0.47601,0.84857,0.006238,0.006238,0.006238
40,11130.6,0.3353,0.37879,0.8151,0.87974,0.90405,0.93411,0.81544,0.52739,0.47333,0.84768,0.006139,0.006139,0.006139
41,11612.6,0.33395,0.37397,0.8143,0.88034,0.90315,0.93432,0.81514,0.529,0.47304,0.84765,0.00604,0.00604,0.00604
42,12097.5,0.33104,0.37164,0.81448,0.87942,0.90449,0.93429,0.81484,0.53077,0.47386,0.84799,0.005941,0.005941,0.005941
43,12579.8,0.33016,0.3681,0.81305,0.87964,0.90412,0.93457,0.81473,0.53129,0.47382,0.84789,0.005842,0.005842,0.005842
44,13065.3,0.32845,0.36431,0.81191,0.88092,0.90312,0.9348,0.81538,0.53025,0.47337,0.84751,0.005743,0.005743,0.005743
45,13550.4,0.32642,0.36127,0.81295,0.8805,0.905,0.93502,0.81544,0.53124,0.47333,0.8477,0.005644,0.005644,0.005644
46,14034.3,0.32483,0.35761,0.81158,0.87898,0.90636,0.935,0.81556,0.53135,0.47317,0.84772,0.005545,0.005545,0.005545
47,14517.3,0.32236,0.35337,0.81014,0.88018,0.90502,0.93493,0.81547,0.53228,0.473,0.8478,0.005446,0.005446,0.005446
48,14998.6,0.3211,0.35051,0.81064,0.87941,0.9055,0.93481,0.81473,0.5353,0.47335,0.84839,0.005347,0.005347,0.005347
49,15479.2,0.32043,0.34797,0.8097,0.87884,0.90584,0.93482,0.81429,0.53741,0.47359,0.84867,0.005248,0.005248,0.005248
50,15962,0.3182,0.34589,0.80867,0.87776,0.90777,0.93476,0.81395,0.53841,0.47358,0.84884,0.005149,0.005149,0.005149
51,16445.4,0.31722,0.34332,0.80879,0.87932,0.90605,0.93488,0.81439,0.53827,0.47301,0.84874,0.00505,0.00505,0.00505
52,16925.3,0.31437,0.33963,0.80846,0.87925,0.90688,0.93521,0.81468,0.53772,0.47254,0.84861,0.004951,0.004951,0.004951
53,17410.4,0.31435,0.33632,0.80792,0.88015,0.9069,0.93538,0.8148,0.53789,0.47193,0.84865,0.004852,0.004852,0.004852
54,17893.2,0.31341,0.33352,0.80833,0.88132,0.90605,0.93552,0.81465,0.53934,0.47218,0.84889,0.004753,0.004753,0.004753
55,18375.2,0.31091,0.33239,0.80688,0.88151,0.90617,0.93547,0.81453,0.54019,0.47227,0.84885,0.004654,0.004654,0.004654
56,18857.4,0.30906,0.32753,0.80616,0.88348,0.90504,0.93565,0.81495,0.53974,0.47179,0.84864,0.004555,0.004555,0.004555
57,19340.6,0.30722,0.32334,0.80582,0.88502,0.90326,0.93558,0.81484,0.53977,0.47174,0.84859,0.004456,0.004456,0.004456
58,19824.8,0.30575,0.3195,0.80592,0.88348,0.90487,0.93566,0.81511,0.53921,0.47158,0.84832,0.004357,0.004357,0.004357
59,20305.7,0.30426,0.31846,0.80494,0.88419,0.90477,0.93575,0.81534,0.5387,0.47138,0.84819,0.004258,0.004258,0.004258
60,20785.1,0.30295,0.3154,0.80494,0.88302,0.90624,0.93568,0.81572,0.53769,0.47106,0.84788,0.004159,0.004159,0.004159
61,21263.8,0.3013,0.3131,0.80436,0.88438,0.90545,0.93572,0.81606,0.53622,0.47079,0.84762,0.00406,0.00406,0.00406
62,21746,0.30019,0.31077,0.80391,0.88296,0.90732,0.93578,0.8165,0.53455,0.47011,0.84724,0.003961,0.003961,0.003961
63,22225,0.29841,0.30656,0.80379,0.88244,0.90779,0.93591,0.81693,0.53417,0.47003,0.84715,0.003862,0.003862,0.003862
64,22704.7,0.29696,0.30489,0.80284,0.88493,0.90596,0.9359,0.81716,0.53362,0.47013,0.84707,0.003763,0.003763,0.003763
65,23182.9,0.2952,0.30022,0.80288,0.88366,0.90731,0.93594,0.81737,0.533,0.47024,0.84695,0.003664,0.003664,0.003664
66,23663.6,0.29337,0.29898,0.80273,0.88514,0.90611,0.93609,0.81805,0.53189,0.47015,0.84664,0.003565,0.003565,0.003565
67,24149.7,0.29248,0.29492,0.80242,0.88664,0.90536,0.93607,0.81783,0.53208,0.4704,0.84665,0.003466,0.003466,0.003466
68,24629,0.28987,0.29155,0.8009,0.89014,0.90207,0.93611,0.81811,0.53203,0.47046,0.84656,0.003367,0.003367,0.003367
69,25109.9,0.28942,0.29004,0.8011,0.88939,0.90353,0.93619,0.81872,0.53127,0.4704,0.84631,0.003268,0.003268,0.003268
70,25590.5,0.28752,0.28571,0.80059,0.88926,0.90393,0.93627,0.81909,0.53074,0.47023,0.84624,0.003169,0.003169,0.003169
71,26072.8,0.28546,0.28301,0.7999,0.88844,0.90476,0.93631,0.81967,0.52999,0.47005,0.84612,0.00307,0.00307,0.00307
72,26552.9,0.2842,0.28027,0.79942,0.88801,0.90505,0.93622,0.81978,0.52939,0.46994,0.84607,0.002971,0.002971,0.002971
73,27035.5,0.28297,0.27907,0.79956,0.88781,0.90499,0.93615,0.82032,0.528,0.4694,0.84578,0.002872,0.002872,0.002872
74,27518.8,0.2812,0.27446,0.79886,0.88848,0.90493,0.93611,0.82061,0.52675,0.46906,0.84549,0.002773,0.002773,0.002773
75,28007.4,0.27866,0.27202,0.79684,0.88889,0.90467,0.9361,0.82099,0.5257,0.4692,0.84529,0.002674,0.002674,0.002674
76,28499.1,0.27708,0.26798,0.7978,0.88807,0.9054,0.93615,0.82138,0.52574,0.46928,0.84523,0.002575,0.002575,0.002575
77,28993.2,0.27398,0.2644,0.79612,0.88825,0.9055,0.93616,0.82161,0.52491,0.46925,0.84496,0.002476,0.002476,0.002476
78,29480.5,0.27359,0.26209,0.79678,0.88876,0.90547,0.93617,0.82172,0.52467,0.4691,0.84498,0.002377,0.002377,0.002377
79,29970.7,0.27153,0.25905,0.79585,0.88942,0.90548,0.93613,0.82211,0.52407,0.46892,0.84474,0.002278,0.002278,0.002278
80,30453.8,0.2696,0.25647,0.79513,0.88897,0.90665,0.93617,0.82246,0.52298,0.46881,0.84445,0.002179,0.002179,0.002179
81,30936.1,0.26895,0.25375,0.79466,0.88799,0.90791,0.93617,0.8226,0.52253,0.46904,0.84445,0.00208,0.00208,0.00208
82,31418.6,0.26733,0.25025,0.79474,0.88945,0.90695,0.93608,0.82293,0.52172,0.4694,0.84434,0.001981,0.001981,0.001981
83,31911.4,0.26537,0.24754,0.79479,0.89112,0.90496,0.93604,0.82338,0.52094,0.46932,0.84421,0.001882,0.001882,0.001882
84,32402,0.26344,0.24514,0.79369,0.8928,0.90319,0.93598,0.82353,0.52015,0.46957,0.84407,0.001783,0.001783,0.001783
85,32903.1,0.26045,0.24052,0.79226,0.89211,0.90347,0.93615,0.82427,0.51861,0.46958,0.84372,0.001684,0.001684,0.001684
86,33413.6,0.25867,0.23781,0.79209,0.89286,0.90279,0.9362,0.82493,0.51664,0.47018,0.84338,0.001585,0.001585,0.001585
87,33923.6,0.257,0.23463,0.792,0.89299,0.90297,0.93614,0.8254,0.5147,0.46974,0.84305,0.001486,0.001486,0.001486
88,34436.4,0.25569,0.23153,0.79149,0.89278,0.90277,0.93609,0.82622,0.51242,0.4697,0.84266,0.001387,0.001387,0.001387
89,34949.6,0.25343,0.22868,0.791,0.89137,0.90434,0.93599,0.82675,0.51036,0.46947,0.84227,0.001288,0.001288,0.001288
90,35449.6,0.25194,0.22502,0.79051,0.89128,0.90489,0.93591,0.82729,0.5092,0.46975,0.84219,0.001189,0.001189,0.001189
91,35960.5,0.2502,0.22225,0.78959,0.8898,0.90646,0.93586,0.82781,0.50761,0.46999,0.84186,0.00109,0.00109,0.00109
92,36452.1,0.24777,0.21844,0.78906,0.89054,0.9057,0.93593,0.82831,0.50603,0.47043,0.84154,0.000991,0.000991,0.000991
93,36942.9,0.24554,0.21503,0.78861,0.88979,0.90679,0.93584,0.82858,0.50495,0.4703,0.84125,0.000892,0.000892,0.000892
94,37430.3,0.2434,0.21193,0.78799,0.88928,0.90756,0.93566,0.8288,0.5041,0.47075,0.84109,0.000793,0.000793,0.000793
95,37918.7,0.2413,0.20892,0.78736,0.8899,0.90683,0.93567,0.82882,0.50339,0.47152,0.84105,0.000694,0.000694,0.000694
96,38404.3,0.2405,0.20619,0.78595,0.88999,0.90713,0.9355,0.82912,0.50244,0.47239,0.84104,0.000595,0.000595,0.000595
97,38893.8,0.23808,0.2031,0.78683,0.88982,0.90634,0.93531,0.82938,0.50187,0.47281,0.84116,0.000496,0.000496,0.000496
98,39382.8,0.23581,0.20034,0.78643,0.89144,0.9045,0.93517,0.82959,0.50119,0.47383,0.84128,0.000397,0.000397,0.000397
99,39871.7,0.23432,0.19778,0.78568,0.89187,0.90415,0.93488,0.82953,0.50058,0.47452,0.84126,0.000298,0.000298,0.000298
100,40359.7,0.233,0.19485,0.78528,0.89228,0.90349,0.93471,0.82961,0.50029,0.47497,0.84139,0.000199,0.000199,0.000199
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 1 507.213 0.97459 2.44056 1.09407 0.62221 0.6847 0.6581 0.53505 0.66652 1.13762 0.89651 0.00333127 0.00333127 0.00333127
3 2 960.144 0.65449 1.06648 0.90865 0.62998 0.73947 0.70066 0.58144 0.63394 1.03248 0.89183 0.00659863 0.00659863 0.00659863
4 3 1415.64 0.64921 0.97725 0.90901 0.70271 0.7713 0.76974 0.60362 0.7453 0.92005 0.9044 0.00979998 0.00979998 0.00979998
5 4 1871.6 0.61159 0.90785 0.90192 0.7264 0.77507 0.78958 0.66909 0.57561 0.83662 0.87737 0.009703 0.009703 0.009703
6 5 2317.68 0.55503 0.81107 0.88628 0.75742 0.81685 0.8287 0.70772 0.57193 0.74866 0.87531 0.009604 0.009604 0.009604
7 6 2756.85 0.52443 0.75067 0.8767 0.77362 0.82743 0.84758 0.73413 0.53604 0.70643 0.86947 0.009505 0.009505 0.009505
8 7 3211.38 0.49889 0.70526 0.8696 0.79041 0.83537 0.86367 0.75099 0.52784 0.67021 0.86686 0.009406 0.009406 0.009406
9 8 3657.41 0.47889 0.66715 0.86261 0.80402 0.85067 0.87834 0.7573 0.5365 0.64019 0.86754 0.009307 0.009307 0.009307
10 9 4100.61 0.46417 0.63485 0.85761 0.81776 0.84993 0.88612 0.77638 0.50423 0.61379 0.85539 0.009208 0.009208 0.009208
11 10 4544.47 0.45154 0.61098 0.85334 0.82044 0.86313 0.89168 0.7685 0.54578 0.59853 0.8668 0.009109 0.009109 0.009109
12 11 4983.87 0.44 0.58833 0.84961 0.82995 0.87408 0.90194 0.7972 0.48628 0.57037 0.84686 0.00901 0.00901 0.00901
13 12 5419.2 0.42826 0.57051 0.84622 0.83627 0.87342 0.90482 0.79702 0.49356 0.55869 0.84836 0.008911 0.008911 0.008911
14 13 5854.78 0.42052 0.55192 0.84327 0.83405 0.88243 0.90883 0.79807 0.50137 0.54503 0.85114 0.008812 0.008812 0.008812
15 14 6288.44 0.41497 0.53873 0.84105 0.83687 0.8769 0.90767 0.79881 0.49873 0.54655 0.85078 0.008713 0.008713 0.008713
16 15 6724.06 0.40759 0.52501 0.83904 0.84211 0.88472 0.91329 0.81111 0.47871 0.52982 0.84461 0.008614 0.008614 0.008614
17 16 7164.64 0.39956 0.51303 0.83591 0.85078 0.88609 0.91766 0.80948 0.49199 0.52052 0.84634 0.008515 0.008515 0.008515
18 17 7626.93 0.39651 0.50255 0.83453 0.84894 0.89151 0.92036 0.80185 0.5227 0.52229 0.8514 0.008416 0.008416 0.008416
19 18 490.978 0.3953 0.49497 0.83435 0.86113 0.87974 0.92114 0.80521 0.51284 0.51491 0.84926 0.008317 0.008317 0.008317
20 19 976.368 0.39234 0.49242 0.8328 0.86521 0.88431 0.92347 0.80898 0.5037 0.50744 0.84824 0.008218 0.008218 0.008218
21 20 1457.68 0.3864 0.48591 0.8308 0.86361 0.88895 0.92337 0.80562 0.51844 0.50692 0.8497 0.008119 0.008119 0.008119
22 21 1938.95 0.3826 0.47627 0.83086 0.85282 0.89488 0.92276 0.80107 0.53348 0.50706 0.85418 0.00802 0.00802 0.00802
23 22 2418 0.37996 0.46715 0.82911 0.86698 0.89705 0.92757 0.81493 0.5038 0.49105 0.84342 0.007921 0.007921 0.007921
24 23 2900.33 0.37555 0.46089 0.82769 0.86871 0.89566 0.92949 0.82251 0.48233 0.48473 0.84078 0.007822 0.007822 0.007822
25 24 3381.33 0.3717 0.45531 0.82676 0.87203 0.89509 0.93002 0.80968 0.52892 0.49231 0.85017 0.007723 0.007723 0.007723
26 25 3867.95 0.36913 0.44591 0.82544 0.87636 0.89074 0.93018 0.81083 0.5286 0.4882 0.84889 0.007624 0.007624 0.007624
27 26 4354.94 0.3662 0.44016 0.82483 0.86957 0.89807 0.92963 0.80554 0.5486 0.49546 0.8527 0.007525 0.007525 0.007525
28 27 4839.34 0.36364 0.43794 0.82368 0.87515 0.89602 0.93102 0.80927 0.54175 0.49001 0.85159 0.007426 0.007426 0.007426
29 28 5324.36 0.36043 0.42951 0.8234 0.87074 0.90178 0.93175 0.8107 0.53742 0.4862 0.85096 0.007327 0.007327 0.007327
30 29 5810.68 0.35852 0.42834 0.82242 0.87574 0.8992 0.93108 0.80885 0.53965 0.48712 0.85055 0.007228 0.007228 0.007228
31 30 6294.55 0.35572 0.42015 0.82155 0.87635 0.90084 0.93172 0.81312 0.5252 0.48089 0.84711 0.007129 0.007129 0.007129
32 31 6778.25 0.3539 0.41622 0.82025 0.8777 0.90106 0.93275 0.81359 0.52726 0.47864 0.84712 0.00703 0.00703 0.00703
33 32 7261.88 0.35095 0.4105 0.82048 0.87684 0.90364 0.9337 0.81598 0.52269 0.47547 0.84625 0.006931 0.006931 0.006931
34 33 7745.73 0.34835 0.40539 0.81904 0.87629 0.90454 0.933 0.81501 0.52381 0.47649 0.84713 0.006832 0.006832 0.006832
35 34 8234.78 0.34699 0.402 0.8182 0.8755 0.90506 0.93336 0.81532 0.52435 0.4756 0.84749 0.006733 0.006733 0.006733
36 35 8716.45 0.34487 0.39711 0.81704 0.87551 0.90432 0.93325 0.81529 0.52489 0.47558 0.84763 0.006634 0.006634 0.006634
37 36 9200.09 0.34343 0.39638 0.81749 0.87551 0.90495 0.93343 0.81477 0.52659 0.4765 0.84798 0.006535 0.006535 0.006535
38 37 9683.76 0.34013 0.3907 0.81647 0.87738 0.90416 0.93371 0.8152 0.52755 0.47568 0.84807 0.006436 0.006436 0.006436
39 38 10164.4 0.33826 0.38626 0.81468 0.87923 0.90342 0.93399 0.81571 0.52756 0.47527 0.84794 0.006337 0.006337 0.006337
40 39 10648.6 0.3366 0.3812 0.81517 0.8786 0.90333 0.93368 0.81448 0.53035 0.47601 0.84857 0.006238 0.006238 0.006238
41 40 11130.6 0.3353 0.37879 0.8151 0.87974 0.90405 0.93411 0.81544 0.52739 0.47333 0.84768 0.006139 0.006139 0.006139
42 41 11612.6 0.33395 0.37397 0.8143 0.88034 0.90315 0.93432 0.81514 0.529 0.47304 0.84765 0.00604 0.00604 0.00604
43 42 12097.5 0.33104 0.37164 0.81448 0.87942 0.90449 0.93429 0.81484 0.53077 0.47386 0.84799 0.005941 0.005941 0.005941
44 43 12579.8 0.33016 0.3681 0.81305 0.87964 0.90412 0.93457 0.81473 0.53129 0.47382 0.84789 0.005842 0.005842 0.005842
45 44 13065.3 0.32845 0.36431 0.81191 0.88092 0.90312 0.9348 0.81538 0.53025 0.47337 0.84751 0.005743 0.005743 0.005743
46 45 13550.4 0.32642 0.36127 0.81295 0.8805 0.905 0.93502 0.81544 0.53124 0.47333 0.8477 0.005644 0.005644 0.005644
47 46 14034.3 0.32483 0.35761 0.81158 0.87898 0.90636 0.935 0.81556 0.53135 0.47317 0.84772 0.005545 0.005545 0.005545
48 47 14517.3 0.32236 0.35337 0.81014 0.88018 0.90502 0.93493 0.81547 0.53228 0.473 0.8478 0.005446 0.005446 0.005446
49 48 14998.6 0.3211 0.35051 0.81064 0.87941 0.9055 0.93481 0.81473 0.5353 0.47335 0.84839 0.005347 0.005347 0.005347
50 49 15479.2 0.32043 0.34797 0.8097 0.87884 0.90584 0.93482 0.81429 0.53741 0.47359 0.84867 0.005248 0.005248 0.005248
51 50 15962 0.3182 0.34589 0.80867 0.87776 0.90777 0.93476 0.81395 0.53841 0.47358 0.84884 0.005149 0.005149 0.005149
52 51 16445.4 0.31722 0.34332 0.80879 0.87932 0.90605 0.93488 0.81439 0.53827 0.47301 0.84874 0.00505 0.00505 0.00505
53 52 16925.3 0.31437 0.33963 0.80846 0.87925 0.90688 0.93521 0.81468 0.53772 0.47254 0.84861 0.004951 0.004951 0.004951
54 53 17410.4 0.31435 0.33632 0.80792 0.88015 0.9069 0.93538 0.8148 0.53789 0.47193 0.84865 0.004852 0.004852 0.004852
55 54 17893.2 0.31341 0.33352 0.80833 0.88132 0.90605 0.93552 0.81465 0.53934 0.47218 0.84889 0.004753 0.004753 0.004753
56 55 18375.2 0.31091 0.33239 0.80688 0.88151 0.90617 0.93547 0.81453 0.54019 0.47227 0.84885 0.004654 0.004654 0.004654
57 56 18857.4 0.30906 0.32753 0.80616 0.88348 0.90504 0.93565 0.81495 0.53974 0.47179 0.84864 0.004555 0.004555 0.004555
58 57 19340.6 0.30722 0.32334 0.80582 0.88502 0.90326 0.93558 0.81484 0.53977 0.47174 0.84859 0.004456 0.004456 0.004456
59 58 19824.8 0.30575 0.3195 0.80592 0.88348 0.90487 0.93566 0.81511 0.53921 0.47158 0.84832 0.004357 0.004357 0.004357
60 59 20305.7 0.30426 0.31846 0.80494 0.88419 0.90477 0.93575 0.81534 0.5387 0.47138 0.84819 0.004258 0.004258 0.004258
61 60 20785.1 0.30295 0.3154 0.80494 0.88302 0.90624 0.93568 0.81572 0.53769 0.47106 0.84788 0.004159 0.004159 0.004159
62 61 21263.8 0.3013 0.3131 0.80436 0.88438 0.90545 0.93572 0.81606 0.53622 0.47079 0.84762 0.00406 0.00406 0.00406
63 62 21746 0.30019 0.31077 0.80391 0.88296 0.90732 0.93578 0.8165 0.53455 0.47011 0.84724 0.003961 0.003961 0.003961
64 63 22225 0.29841 0.30656 0.80379 0.88244 0.90779 0.93591 0.81693 0.53417 0.47003 0.84715 0.003862 0.003862 0.003862
65 64 22704.7 0.29696 0.30489 0.80284 0.88493 0.90596 0.9359 0.81716 0.53362 0.47013 0.84707 0.003763 0.003763 0.003763
66 65 23182.9 0.2952 0.30022 0.80288 0.88366 0.90731 0.93594 0.81737 0.533 0.47024 0.84695 0.003664 0.003664 0.003664
67 66 23663.6 0.29337 0.29898 0.80273 0.88514 0.90611 0.93609 0.81805 0.53189 0.47015 0.84664 0.003565 0.003565 0.003565
68 67 24149.7 0.29248 0.29492 0.80242 0.88664 0.90536 0.93607 0.81783 0.53208 0.4704 0.84665 0.003466 0.003466 0.003466
69 68 24629 0.28987 0.29155 0.8009 0.89014 0.90207 0.93611 0.81811 0.53203 0.47046 0.84656 0.003367 0.003367 0.003367
70 69 25109.9 0.28942 0.29004 0.8011 0.88939 0.90353 0.93619 0.81872 0.53127 0.4704 0.84631 0.003268 0.003268 0.003268
71 70 25590.5 0.28752 0.28571 0.80059 0.88926 0.90393 0.93627 0.81909 0.53074 0.47023 0.84624 0.003169 0.003169 0.003169
72 71 26072.8 0.28546 0.28301 0.7999 0.88844 0.90476 0.93631 0.81967 0.52999 0.47005 0.84612 0.00307 0.00307 0.00307
73 72 26552.9 0.2842 0.28027 0.79942 0.88801 0.90505 0.93622 0.81978 0.52939 0.46994 0.84607 0.002971 0.002971 0.002971
74 73 27035.5 0.28297 0.27907 0.79956 0.88781 0.90499 0.93615 0.82032 0.528 0.4694 0.84578 0.002872 0.002872 0.002872
75 74 27518.8 0.2812 0.27446 0.79886 0.88848 0.90493 0.93611 0.82061 0.52675 0.46906 0.84549 0.002773 0.002773 0.002773
76 75 28007.4 0.27866 0.27202 0.79684 0.88889 0.90467 0.9361 0.82099 0.5257 0.4692 0.84529 0.002674 0.002674 0.002674
77 76 28499.1 0.27708 0.26798 0.7978 0.88807 0.9054 0.93615 0.82138 0.52574 0.46928 0.84523 0.002575 0.002575 0.002575
78 77 28993.2 0.27398 0.2644 0.79612 0.88825 0.9055 0.93616 0.82161 0.52491 0.46925 0.84496 0.002476 0.002476 0.002476
79 78 29480.5 0.27359 0.26209 0.79678 0.88876 0.90547 0.93617 0.82172 0.52467 0.4691 0.84498 0.002377 0.002377 0.002377
80 79 29970.7 0.27153 0.25905 0.79585 0.88942 0.90548 0.93613 0.82211 0.52407 0.46892 0.84474 0.002278 0.002278 0.002278
81 80 30453.8 0.2696 0.25647 0.79513 0.88897 0.90665 0.93617 0.82246 0.52298 0.46881 0.84445 0.002179 0.002179 0.002179
82 81 30936.1 0.26895 0.25375 0.79466 0.88799 0.90791 0.93617 0.8226 0.52253 0.46904 0.84445 0.00208 0.00208 0.00208
83 82 31418.6 0.26733 0.25025 0.79474 0.88945 0.90695 0.93608 0.82293 0.52172 0.4694 0.84434 0.001981 0.001981 0.001981
84 83 31911.4 0.26537 0.24754 0.79479 0.89112 0.90496 0.93604 0.82338 0.52094 0.46932 0.84421 0.001882 0.001882 0.001882
85 84 32402 0.26344 0.24514 0.79369 0.8928 0.90319 0.93598 0.82353 0.52015 0.46957 0.84407 0.001783 0.001783 0.001783
86 85 32903.1 0.26045 0.24052 0.79226 0.89211 0.90347 0.93615 0.82427 0.51861 0.46958 0.84372 0.001684 0.001684 0.001684
87 86 33413.6 0.25867 0.23781 0.79209 0.89286 0.90279 0.9362 0.82493 0.51664 0.47018 0.84338 0.001585 0.001585 0.001585
88 87 33923.6 0.257 0.23463 0.792 0.89299 0.90297 0.93614 0.8254 0.5147 0.46974 0.84305 0.001486 0.001486 0.001486
89 88 34436.4 0.25569 0.23153 0.79149 0.89278 0.90277 0.93609 0.82622 0.51242 0.4697 0.84266 0.001387 0.001387 0.001387
90 89 34949.6 0.25343 0.22868 0.791 0.89137 0.90434 0.93599 0.82675 0.51036 0.46947 0.84227 0.001288 0.001288 0.001288
91 90 35449.6 0.25194 0.22502 0.79051 0.89128 0.90489 0.93591 0.82729 0.5092 0.46975 0.84219 0.001189 0.001189 0.001189
92 91 35960.5 0.2502 0.22225 0.78959 0.8898 0.90646 0.93586 0.82781 0.50761 0.46999 0.84186 0.00109 0.00109 0.00109
93 92 36452.1 0.24777 0.21844 0.78906 0.89054 0.9057 0.93593 0.82831 0.50603 0.47043 0.84154 0.000991 0.000991 0.000991
94 93 36942.9 0.24554 0.21503 0.78861 0.88979 0.90679 0.93584 0.82858 0.50495 0.4703 0.84125 0.000892 0.000892 0.000892
95 94 37430.3 0.2434 0.21193 0.78799 0.88928 0.90756 0.93566 0.8288 0.5041 0.47075 0.84109 0.000793 0.000793 0.000793
96 95 37918.7 0.2413 0.20892 0.78736 0.8899 0.90683 0.93567 0.82882 0.50339 0.47152 0.84105 0.000694 0.000694 0.000694
97 96 38404.3 0.2405 0.20619 0.78595 0.88999 0.90713 0.9355 0.82912 0.50244 0.47239 0.84104 0.000595 0.000595 0.000595
98 97 38893.8 0.23808 0.2031 0.78683 0.88982 0.90634 0.93531 0.82938 0.50187 0.47281 0.84116 0.000496 0.000496 0.000496
99 98 39382.8 0.23581 0.20034 0.78643 0.89144 0.9045 0.93517 0.82959 0.50119 0.47383 0.84128 0.000397 0.000397 0.000397
100 99 39871.7 0.23432 0.19778 0.78568 0.89187 0.90415 0.93488 0.82953 0.50058 0.47452 0.84126 0.000298 0.000298 0.000298
101 100 40359.7 0.233 0.19485 0.78528 0.89228 0.90349 0.93471 0.82961 0.50029 0.47497 0.84139 0.000199 0.000199 0.000199