File size: 67,536 Bytes
438fb8d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
                  epoch,         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
                      0,                 2.2748,                 2.1792,                 1.3654,                0.83657,                0.74438,                0.81341,                0.41392,                 1.6584,                 1.0291,                0.99723,               0.070057,               0.003327,               0.003327
                      1,                 2.1234,                  1.549,                  1.242,                0.86908,                0.75379,                0.82857,                0.39219,                 1.7763,                 1.1374,                 1.0578,               0.040024,              0.0066274,              0.0066274
                      2,                 2.1681,                 1.6089,                 1.2769,                 0.8192,                0.69568,                0.76417,                 0.3706,                  1.785,                 1.6534,                 1.0858,               0.009958,              0.0098947,              0.0098947
                      3,                 2.1804,                 1.6356,                 1.2954,                0.83739,                0.68327,                0.75399,                0.36632,                 1.7589,                 1.2759,                 1.0762,              0.0098515,              0.0098515,              0.0098515
                      4,                 2.1501,                 1.6093,                 1.2988,                0.86825,                0.75979,                0.82773,                0.42596,                 1.6485,                    1.1,                 1.0676,              0.0098515,              0.0098515,              0.0098515
                      5,                 2.1014,                 1.5274,                 1.2729,                0.90343,                  0.781,                0.85213,                0.43029,                 1.6649,                 1.0539,                 1.0505,               0.009802,               0.009802,               0.009802
                      6,                 2.0497,                  1.476,                 1.2411,                0.88708,                0.77173,                0.84901,                0.45485,                 1.5735,                 1.0084,                 1.0203,              0.0097525,              0.0097525,              0.0097525
                      7,                 2.0235,                 1.4372,                 1.2426,                0.92245,                 0.7856,                  0.872,                 0.4824,                 1.5374,                0.92479,                 1.0253,               0.009703,               0.009703,               0.009703
                      8,                 2.0016,                 1.3999,                 1.2379,                0.92565,                0.79341,                0.87949,                 0.4822,                 1.5293,                0.90102,                 1.0117,              0.0096535,              0.0096535,              0.0096535
                      9,                 1.9867,                  1.375,                 1.2186,                0.91003,                0.80185,                0.87383,                0.48104,                 1.5435,                0.88659,                 1.0024,               0.009604,               0.009604,               0.009604
                     10,                 1.9562,                 1.3516,                 1.2105,                0.91927,                0.81866,                0.89208,                0.48322,                 1.5538,                0.89789,                 1.0091,              0.0095545,              0.0095545,              0.0095545
                     11,                 1.9374,                 1.3253,                 1.1964,                0.91938,                0.81228,                0.88891,                0.50548,                 1.4651,                0.83559,                0.99028,               0.009505,               0.009505,               0.009505
                     12,                 1.9291,                 1.3184,                   1.19,                0.93535,                0.83488,                0.90369,                0.51074,                 1.4625,                0.81176,                0.99225,              0.0094555,              0.0094555,              0.0094555
                     13,                  1.917,                 1.2836,                 1.1836,                0.92005,                0.83488,                0.89638,                0.49453,                 1.4642,                0.88785,                0.98754,               0.009406,               0.009406,               0.009406
                     14,                 1.8962,                 1.2763,                  1.176,                0.92989,                0.82735,                0.89744,                0.50564,                 1.4877,                0.84287,                 0.9967,              0.0093565,              0.0093565,              0.0093565
                     15,                 1.8782,                 1.2529,                 1.1707,                 0.9363,                0.83452,                0.90521,                0.51374,                 1.4662,                0.78749,                0.97977,               0.009307,               0.009307,               0.009307
                     16,                 1.8863,                 1.2517,                  1.175,                0.93601,                0.83893,                0.90821,                0.52909,                  1.421,                0.82565,                0.97322,              0.0092575,              0.0092575,              0.0092575
                     17,                 1.8743,                 1.2479,                 1.1761,                0.92308,                0.82737,                0.89578,                0.51083,                 1.4753,                0.83577,                0.98163,               0.009208,               0.009208,               0.009208
                     18,                 1.8629,                 1.2293,                 1.1616,                 0.9342,                0.85342,                 0.9144,                0.53071,                 1.4001,                0.79696,                0.96355,              0.0091585,              0.0091585,              0.0091585
                     19,                 1.8617,                 1.2228,                  1.158,                0.92181,                 0.8402,                0.90998,                0.52944,                 1.4061,                0.77444,                0.96155,               0.009109,               0.009109,               0.009109
                     20,                 1.8463,                 1.1928,                 1.1512,                0.92599,                0.85532,                0.91232,                 0.5222,                 1.4301,                0.78228,                0.96974,              0.0090595,              0.0090595,              0.0090595
                     21,                 1.8396,                  1.203,                 1.1582,                0.90971,                0.86327,                0.91408,                0.53188,                 1.4314,                 0.7954,                0.97129,                0.00901,                0.00901,                0.00901
                     22,                 1.8255,                 1.1808,                 1.1538,                0.92901,                0.84936,                0.91295,                0.52779,                 1.4195,                0.78992,                0.96449,              0.0089605,              0.0089605,              0.0089605
                     23,                 1.8195,                  1.176,                 1.1406,                0.92463,                0.86443,                0.92307,                0.53724,                 1.4208,                0.74484,                0.96692,               0.008911,               0.008911,               0.008911
                     24,                 1.8116,                 1.1611,                 1.1426,                0.93856,                0.85805,                0.91879,                0.53443,                 1.3981,                0.76705,                0.96095,              0.0088615,              0.0088615,              0.0088615
                     25,                 1.8082,                 1.1572,                 1.1383,                 0.9459,                0.84081,                0.91844,                0.53671,                 1.3985,                0.75126,                0.95701,               0.008812,               0.008812,               0.008812
                     26,                 1.8145,                 1.1686,                 1.1413,                0.94356,                0.86206,                0.92476,                0.54324,                 1.3944,                0.73822,                0.95404,              0.0087625,              0.0087625,              0.0087625
                     27,                 1.7978,                 1.1469,                 1.1311,                0.93915,                0.86906,                0.92723,                0.53503,                 1.3991,                0.72221,                0.95591,               0.008713,               0.008713,               0.008713
                     28,                 1.7948,                 1.1399,                 1.1287,                0.94211,                0.84853,                0.92058,                0.53952,                 1.4056,                0.74319,                0.95603,              0.0086635,              0.0086635,              0.0086635
                     29,                 1.7767,                 1.1255,                  1.125,                0.93279,                0.86037,                0.92057,                0.54749,                 1.3823,                 0.7259,                0.95469,               0.008614,               0.008614,               0.008614
                     30,                 1.7839,                 1.1247,                 1.1248,                0.95295,                0.85664,                0.92906,                0.54667,                 1.3956,                0.73233,                0.95238,              0.0085645,              0.0085645,              0.0085645
                     31,                 1.7647,                 1.0998,                 1.1204,                0.92809,                0.87254,                0.92533,                0.55561,                 1.3643,                0.72782,                0.94789,               0.008515,               0.008515,               0.008515
                     32,                 1.7725,                  1.099,                 1.1261,                0.93541,                0.86153,                0.92789,                0.54923,                 1.3854,                0.70909,                0.95362,              0.0084655,              0.0084655,              0.0084655
                     33,                 1.7815,                 1.1055,                 1.1216,                0.94055,                0.87138,                0.93253,                0.55504,                 1.3562,                0.71709,                0.94624,               0.008416,               0.008416,               0.008416
                     34,                 1.7574,                 1.0837,                 1.1111,                0.93273,                0.87563,                0.93136,                0.55414,                 1.3653,                0.71751,                0.94202,              0.0083665,              0.0083665,              0.0083665
                     35,                 1.7472,                 1.0662,                 1.1084,                0.94344,                0.87775,                 0.9322,                0.55275,                 1.3795,                0.72121,                0.94516,               0.008317,               0.008317,               0.008317
                     36,                 1.7453,                 1.0752,                 1.1114,                0.94427,                0.88007,                0.93347,                0.55998,                  1.369,                0.69146,                0.94726,              0.0082675,              0.0082675,              0.0082675
                     37,                 1.7345,                 1.0632,                 1.1084,                0.93787,                0.87458,                0.92908,                0.54928,                  1.353,                 0.7199,                0.94586,               0.008218,               0.008218,               0.008218
                     38,                 1.7242,                 1.0572,                 1.1049,                0.94084,                0.87138,                0.93222,                0.55644,                 1.3736,                0.70402,                0.94471,              0.0081685,              0.0081685,              0.0081685
                     39,                 1.7249,                 1.0463,                  1.104,                0.93994,                0.87951,                0.93683,                0.55554,                   1.37,                0.69936,                0.94386,               0.008119,               0.008119,               0.008119
                     40,                 1.7181,                 1.0417,                 1.0997,                0.95345,                0.86638,                0.93039,                0.56062,                 1.3722,                0.69183,                0.94959,              0.0080695,              0.0080695,              0.0080695
                     41,                 1.7258,                  1.038,                 1.0993,                0.94518,                0.87905,                0.93817,                0.56407,                 1.3568,                0.67992,                 0.9419,                0.00802,                0.00802,                0.00802
                     42,                 1.7107,                 1.0255,                 1.1004,                0.94064,                0.87254,                0.93053,                0.56306,                 1.3586,                0.68876,                0.94436,              0.0079705,              0.0079705,              0.0079705
                     43,                 1.7081,                 1.0239,                 1.0905,                0.94595,                0.87138,                0.93242,                0.56328,                 1.3583,                0.67577,                0.93996,               0.007921,               0.007921,               0.007921
                     44,                 1.7071,                 1.0243,                 1.0917,                0.94107,                0.88816,                0.93427,                0.56294,                 1.3385,                0.67238,                0.93687,              0.0078715,              0.0078715,              0.0078715
                     45,                  1.708,                 1.0233,                 1.0992,                0.95364,                0.87006,                0.93608,                0.56771,                 1.3365,                0.65338,                0.93491,               0.007822,               0.007822,               0.007822
                     46,                 1.6863,                 1.0159,                 1.0911,                0.94935,                0.87428,                0.93209,                0.56505,                 1.3387,                0.66979,                0.94151,              0.0077725,              0.0077725,              0.0077725
                     47,                 1.6953,                 1.0105,                 1.0864,                 0.9528,                0.87659,                0.93742,                0.56736,                 1.3283,                0.66412,                0.93489,               0.007723,               0.007723,               0.007723
                     48,                  1.689,                 1.0055,                 1.0862,                0.94436,                0.88504,                0.93574,                0.56445,                 1.3424,                0.65787,                0.93716,              0.0076735,              0.0076735,              0.0076735
                     49,                 1.6866,                0.99668,                  1.087,                0.94889,                0.87132,                0.93693,                0.56728,                 1.3394,                0.66433,                0.93217,               0.007624,               0.007624,               0.007624
                     50,                 1.6872,                  1.001,                 1.0826,                0.94556,                0.87545,                0.93612,                0.56929,                 1.3339,                0.64186,                0.93265,              0.0075745,              0.0075745,              0.0075745
                     51,                 1.6699,                0.97904,                 1.0818,                0.95434,                0.88397,                0.93965,                0.56593,                 1.3361,                0.65327,                0.93505,               0.007525,               0.007525,               0.007525
                     52,                 1.6775,                0.99673,                 1.0795,                 0.9581,                0.87428,                0.93564,                0.57061,                 1.3282,                0.65344,                0.93033,              0.0074755,              0.0074755,              0.0074755
                     53,                 1.6583,                0.96706,                 1.0721,                0.94041,                0.88689,                0.93432,                0.56542,                 1.3258,                0.64187,                0.92865,               0.007426,               0.007426,               0.007426
                     54,                 1.6641,                0.97359,                 1.0769,                 0.9461,                0.87601,                0.93428,                0.56427,                 1.3259,                0.65242,                0.92982,              0.0073765,              0.0073765,              0.0073765
                     55,                 1.6776,                0.98678,                 1.0809,                0.94982,                0.87717,                0.93512,                  0.568,                 1.3247,                 0.6442,                0.92774,               0.007327,               0.007327,               0.007327
                     56,                 1.6526,                0.97396,                 1.0746,                0.94479,                0.88702,                0.93306,                0.56732,                 1.3216,                0.64174,                0.92929,              0.0072775,              0.0072775,              0.0072775
                     57,                 1.6491,                0.95853,                 1.0734,                0.93447,                0.89108,                0.93418,                0.57539,                 1.3134,                0.65175,                0.93014,               0.007228,               0.007228,               0.007228
                     58,                   1.64,                0.96754,                 1.0654,                0.94462,                 0.8894,                 0.9415,                0.57724,                 1.3298,                0.65684,                0.92942,              0.0071785,              0.0071785,              0.0071785
                     59,                 1.6416,                0.95292,                 1.0703,                0.95496,                0.88437,                0.94198,                0.57473,                 1.3235,                0.65004,                0.92535,               0.007129,               0.007129,               0.007129
                     60,                 1.6428,                0.96293,                 1.0672,                0.95592,                0.87717,                0.94178,                0.57639,                 1.3166,                0.64669,                 0.9242,              0.0070795,              0.0070795,              0.0070795
                     61,                 1.6358,                0.94614,                 1.0647,                0.95917,                0.88466,                0.94203,                0.57572,                 1.3226,                 0.6364,                0.92392,                0.00703,                0.00703,                0.00703
                     62,                 1.6244,                0.94516,                 1.0641,                0.95028,                0.88181,                0.94257,                 0.5749,                 1.3293,                0.63805,                0.92929,              0.0069805,              0.0069805,              0.0069805
                     63,                 1.6333,                0.94558,                 1.0681,                0.95309,                0.88289,                0.94097,                0.57372,                 1.3207,                0.63942,                0.92968,               0.006931,               0.006931,               0.006931
                     64,                 1.6183,                0.93169,                 1.0636,                0.96095,                0.88405,                0.94451,                0.58224,                 1.3142,                0.64674,                0.92701,              0.0068815,              0.0068815,              0.0068815
                     65,                 1.6122,                0.93326,                 1.0611,                0.94997,                0.89108,                0.94076,                0.57591,                 1.3128,                0.63457,                0.92499,               0.006832,               0.006832,               0.006832
                     66,                 1.6319,                0.93515,                 1.0597,                0.94953,                0.89382,                0.94567,                0.57919,                 1.3102,                0.61966,                0.92473,              0.0067825,              0.0067825,              0.0067825
                     67,                 1.6157,                0.93259,                 1.0598,                0.94269,                0.89577,                0.94498,                0.57627,                 1.3209,                0.62261,                0.92771,               0.006733,               0.006733,               0.006733
                     68,                 1.6052,                0.91821,                 1.0525,                 0.9495,                0.89108,                0.94343,                 0.5755,                 1.3169,                0.61857,                0.92584,              0.0066835,              0.0066835,              0.0066835
                     69,                 1.6047,                0.92017,                 1.0523,                0.94876,                0.89282,                0.94468,                0.57895,                 1.3037,                0.62061,                0.92383,               0.006634,               0.006634,               0.006634
                     70,                 1.5932,                0.91482,                 1.0489,                0.95635,                0.88934,                0.94447,                0.58352,                 1.3019,                0.61982,                 0.9225,              0.0065845,              0.0065845,              0.0065845
                     71,                 1.5974,                0.91337,                 1.0524,                0.96439,                0.87876,                0.94198,                0.58584,                 1.3077,                0.62041,                0.92188,               0.006535,               0.006535,               0.006535
                     72,                 1.5963,                  0.923,                 1.0488,                0.95471,                0.89282,                0.94435,                0.58357,                 1.3125,                0.61749,                0.92244,              0.0064855,              0.0064855,              0.0064855
                     73,                 1.5788,                0.89886,                 1.0468,                0.95322,                0.89726,                0.94575,                0.58338,                 1.3087,                0.61205,                0.92254,               0.006436,               0.006436,               0.006436
                     74,                 1.5837,                0.90441,                 1.0444,                0.95361,                0.89455,                 0.9444,                 0.5846,                 1.3057,                0.61779,                0.92125,              0.0063865,              0.0063865,              0.0063865
                     75,                 1.5809,                0.89452,                  1.046,                0.94462,                0.89745,                0.94303,                0.58256,                 1.3073,                0.61808,                0.92225,               0.006337,               0.006337,               0.006337
                     76,                 1.5713,                0.90688,                 1.0451,                0.95412,                0.89156,                0.94448,                0.58279,                 1.3078,                0.60897,                0.91962,              0.0062875,              0.0062875,              0.0062875
                     77,                 1.5649,                0.88942,                 1.0372,                  0.941,                0.89803,                0.94484,                0.58243,                 1.3009,                0.60803,                0.91731,               0.006238,               0.006238,               0.006238
                     78,                 1.5748,                0.88748,                 1.0401,                0.95509,                0.88715,                0.94447,                0.58389,                 1.3132,                0.60934,                0.91889,              0.0061885,              0.0061885,              0.0061885
                     79,                  1.567,                0.88837,                 1.0411,                0.95658,                0.88528,                0.94281,                0.58366,                 1.3145,                0.61137,                0.92164,               0.006139,               0.006139,               0.006139
                     80,                 1.5608,                0.88093,                 1.0382,                0.95085,                 0.8905,                0.94403,                0.58681,                 1.3125,                0.60743,                0.92171,              0.0060895,              0.0060895,              0.0060895
                     81,                 1.5559,                0.88206,                 1.0325,                0.94477,                0.90185,                0.94717,                0.58717,                 1.3082,                 0.6062,                0.91921,                0.00604,                0.00604,                0.00604
                     82,                 1.5597,                0.87837,                 1.0349,                0.94838,                0.89513,                0.94389,                0.58366,                 1.3091,                0.60641,                0.92011,              0.0059905,              0.0059905,              0.0059905
                     83,                  1.563,                0.88452,                  1.035,                0.94762,                0.89861,                 0.9444,                0.58264,                 1.3061,                0.60608,                0.92044,               0.005941,               0.005941,               0.005941
                     84,                 1.5541,                0.87386,                 1.0303,                0.94921,                 0.8987,                 0.9463,                0.58255,                 1.3065,                0.60201,                0.92074,              0.0058915,              0.0058915,              0.0058915
                     85,                 1.5462,                0.87276,                 1.0413,                0.94936,                0.90035,                0.94647,                0.58229,                 1.3014,                0.60024,                0.91948,               0.005842,               0.005842,               0.005842
                     86,                 1.5445,                0.86824,                 1.0371,                0.94976,                 0.8982,                0.94481,                  0.584,                  1.307,                0.59906,                0.92071,              0.0057925,              0.0057925,              0.0057925
                     87,                 1.5279,                 0.8561,                 1.0272,                 0.9473,                0.89977,                0.94467,                0.58429,                  1.308,                0.59858,                0.92148,               0.005743,               0.005743,               0.005743
                     88,                 1.5352,                0.85744,                 1.0333,                0.94463,                 0.8995,                0.94333,                0.58288,                 1.3089,                0.60179,                0.92212,              0.0056935,              0.0056935,              0.0056935
                     89,                 1.5301,                0.85355,                 1.0325,                0.94517,                0.89892,                 0.9437,                 0.5829,                 1.3104,                0.60071,                0.92226,               0.005644,               0.005644,               0.005644
                     90,                 1.5276,                0.85517,                 1.0284,                0.94536,                0.90225,                0.94384,                0.58431,                 1.3092,                0.60157,                0.92241,              0.0055945,              0.0055945,              0.0055945
                     91,                 1.5185,                0.85305,                 1.0272,                0.94399,                0.89844,                0.94406,                 0.5866,                 1.3073,                0.60301,                0.92219,               0.005545,               0.005545,               0.005545
                     92,                 1.5297,                 0.8448,                 1.0273,                0.94971,                0.90035,                 0.9451,                0.58529,                 1.3072,                0.60447,                0.92166,              0.0054955,              0.0054955,              0.0054955
                     93,                 1.5162,                0.84096,                 1.0185,                0.95247,                0.90151,                0.94684,                0.58807,                 1.3056,                0.60003,                0.92081,               0.005446,               0.005446,               0.005446
                     94,                 1.5072,                0.83807,                 1.0228,                0.95658,                0.89348,                0.94478,                0.58693,                 1.3086,                0.59837,                0.92131,              0.0053965,              0.0053965,              0.0053965
                     95,                 1.5103,                0.83465,                 1.0158,                0.95815,                0.88881,                0.94489,                0.58601,                  1.308,                0.59404,                0.92067,               0.005347,               0.005347,               0.005347
                     96,                 1.5249,                0.83903,                 1.0233,                0.95434,                 0.8934,                0.94659,                0.58681,                 1.3044,                0.59573,                0.91942,              0.0052975,              0.0052975,              0.0052975
                     97,                 1.5118,                0.83184,                  1.021,                0.94474,                0.90093,                0.94623,                0.58614,                 1.3031,                0.59567,                0.92032,               0.005248,               0.005248,               0.005248
                     98,                 1.5067,                0.83223,                 1.0168,                0.94621,                0.89513,                0.94375,                0.58618,                 1.3037,                0.59708,                0.92069,              0.0051985,              0.0051985,              0.0051985
                     99,                 1.5099,                0.83452,                 1.0221,                0.94359,                0.90132,                0.94296,                0.58619,                 1.3007,                0.59636,                 0.9201,               0.005149,               0.005149,               0.005149
                    100,                 1.5004,                0.83098,                 1.0132,                0.94618,                0.89629,                0.94294,                0.58603,                 1.3018,                0.59753,                0.92072,              0.0050995,              0.0050995,              0.0050995
                    101,                 1.4982,                0.81852,                 1.0194,                0.94886,                0.89232,                0.94385,                0.58492,                 1.3005,                0.59763,                0.92045,                0.00505,                0.00505,                0.00505
                    102,                 1.4937,                0.82394,                 1.0112,                0.94942,                0.89397,                 0.9438,                0.58459,                 1.3027,                0.59558,                0.92156,              0.0050005,              0.0050005,              0.0050005
                    103,                 1.4901,                0.82021,                 1.0139,                0.95419,                0.89307,                0.94508,                0.58396,                 1.3065,                0.59505,                0.92333,               0.004951,               0.004951,               0.004951
                    104,                 1.4721,                0.81191,                 1.0089,                0.95471,                0.89455,                0.94556,                0.58394,                 1.3085,                0.59307,                0.92332,              0.0049015,              0.0049015,              0.0049015
                    105,                 1.4804,                0.81629,                 1.0127,                0.95297,                0.89229,                 0.9428,                0.58436,                 1.3086,                0.59259,                0.92322,               0.004852,               0.004852,               0.004852
                    106,                 1.4796,                0.81115,                 1.0118,                 0.9508,                0.89569,                0.94344,                0.58339,                 1.3097,                0.59044,                0.92332,              0.0048025,              0.0048025,              0.0048025
                    107,                  1.473,                0.80902,                 1.0094,                0.95431,                0.89513,                0.94523,                 0.5837,                  1.308,                0.59162,                 0.9225,               0.004753,               0.004753,               0.004753
                    108,                 1.4756,                0.80611,                 1.0066,                 0.9531,                0.89489,                0.94402,                0.58292,                 1.3077,                0.59179,                0.92198,              0.0047035,              0.0047035,              0.0047035
                    109,                 1.4621,                0.79567,                 1.0066,                 0.9526,                0.89513,                0.94319,                0.58441,                 1.3077,                0.59172,                0.92166,               0.004654,               0.004654,               0.004654
                    110,                 1.4619,                0.79227,                 1.0006,                0.95264,                0.89687,                0.94377,                0.58691,                 1.3075,                0.59086,                0.92129,              0.0046045,              0.0046045,              0.0046045
                    111,                  1.462,                0.79977,                 1.0018,                0.95428,                0.89687,                0.94396,                0.58597,                 1.3091,                0.59008,                0.92129,               0.004555,               0.004555,               0.004555
                    112,                 1.4425,                 0.7851,                0.99827,                 0.9516,                0.89989,                0.94422,                0.58477,                 1.3091,                0.59091,                0.92083,              0.0045055,              0.0045055,              0.0045055
                    113,                 1.4606,                0.78846,                 1.0028,                0.95044,                0.90004,                 0.9448,                0.58536,                   1.31,                0.59177,                0.92118,               0.004456,               0.004456,               0.004456
                    114,                 1.4558,                0.78854,                 1.0003,                0.95296,                0.90093,                0.94525,                0.58512,                 1.3108,                0.59229,                0.92092,              0.0044065,              0.0044065,              0.0044065
                    115,                  1.436,                 0.7831,                0.99717,                0.95165,                0.90151,                0.94533,                0.58515,                 1.3106,                0.59081,                0.92039,               0.004357,               0.004357,               0.004357
                    116,                 1.4413,                0.77915,                0.99744,                 0.9585,                0.89662,                0.94556,                0.58542,                 1.3111,                0.59124,                0.92016,              0.0043075,              0.0043075,              0.0043075
                    117,                 1.4275,                0.77021,                0.99411,                0.95852,                  0.897,                 0.9463,                0.58507,                 1.3116,                0.59098,                0.91996,               0.004258,               0.004258,               0.004258
                    118,                 1.4409,                 0.7798,                0.99817,                0.95799,                0.89571,                0.94571,                 0.5854,                 1.3102,                0.59108,                0.91961,              0.0042085,              0.0042085,              0.0042085
                    119,                 1.4363,                0.78199,                0.99662,                0.95966,                0.89594,                0.94507,                0.58535,                 1.3106,                0.59129,                0.91987,               0.004159,               0.004159,               0.004159
                    120,                 1.4284,                0.76865,                0.99312,                0.95796,                0.89775,                0.94497,                0.58495,                 1.3096,                0.58969,                0.91967,              0.0041095,              0.0041095,              0.0041095
                    121,                 1.4169,                0.75595,                0.99016,                0.95795,                0.89751,                0.94472,                0.58456,                 1.3095,                0.58841,                0.91961,                0.00406,                0.00406,                0.00406
                    122,                 1.4165,                0.75877,                0.99039,                0.95918,                0.89858,                0.94537,                0.58489,                 1.3089,                0.58886,                0.91951,              0.0040105,              0.0040105,              0.0040105
                    123,                 1.4145,                0.75827,                0.98663,                0.95561,                0.89801,                0.94477,                0.58438,                 1.3094,                0.58882,                0.91969,               0.003961,               0.003961,               0.003961
                    124,                 1.4132,                0.75342,                0.99125,                0.95743,                0.89908,                0.94555,                0.58444,                 1.3098,                0.58899,                0.91989,              0.0039115,              0.0039115,              0.0039115
                    125,                 1.4098,                0.75357,                0.98552,                0.95685,                0.89933,                0.94494,                0.58457,                 1.3102,                  0.589,                0.91982,               0.003862,               0.003862,               0.003862
                    126,                 1.4005,                0.74734,                0.98193,                0.95548,                0.89919,                0.94485,                0.58405,                 1.3097,                0.58868,                0.91963,              0.0038125,              0.0038125,              0.0038125
                    127,                 1.4095,                 0.7514,                0.98617,                0.95616,                0.90035,                0.94553,                 0.5853,                 1.3097,                0.58781,                0.91965,               0.003763,               0.003763,               0.003763
                    128,                 1.3985,                0.74724,                0.98516,                0.95457,                0.90092,                0.94564,                0.58441,                 1.3096,                0.58751,                0.91957,              0.0037135,              0.0037135,              0.0037135
                    129,                 1.3925,                0.74686,                0.97951,                0.95341,                0.90116,                0.94595,                0.58505,                 1.3089,                0.58707,                0.91993,               0.003664,               0.003664,               0.003664
                    130,                 1.3893,                0.73877,                0.98324,                0.95427,                0.90209,                0.94643,                0.58488,                 1.3095,                0.58745,                0.91974,              0.0036145,              0.0036145,              0.0036145
                    131,                 1.3776,                0.73567,                0.98241,                0.95442,                0.90267,                0.94575,                0.58523,                 1.3099,                0.58682,                0.91967,               0.003565,               0.003565,               0.003565
                    132,                 1.3922,                0.73703,                0.98069,                0.95402,                0.90267,                0.94526,                0.58533,                 1.3106,                0.58546,                   0.92,              0.0035155,              0.0035155,              0.0035155
                    133,                 1.3891,                  0.743,                0.98069,                0.95332,                0.90209,                0.94476,                 0.5859,                 1.3117,                0.58547,                0.92018,               0.003466,               0.003466,               0.003466
                    134,                 1.3659,                0.72029,                  0.975,                0.95282,                0.90209,                0.94494,                0.58604,                 1.3118,                0.58526,                0.92011,              0.0034165,              0.0034165,              0.0034165
                    135,                 1.3679,                0.72604,                0.97243,                0.95291,                0.90209,                0.94546,                0.58576,                 1.3126,                0.58628,                0.92043,               0.003367,               0.003367,               0.003367
                    136,                 1.3608,                0.71073,                0.97138,                0.95348,                0.90253,                0.94542,                 0.5864,                 1.3127,                0.58586,                0.92053,              0.0033175,              0.0033175,              0.0033175
                    137,                 1.3607,                0.72324,                0.97372,                0.95362,                0.90209,                0.94516,                0.58711,                 1.3136,                0.58503,                0.92013,               0.003268,               0.003268,               0.003268
                    138,                 1.3586,                0.71111,                0.97287,                0.95409,                0.90297,                0.94517,                0.58655,                 1.3127,                0.58491,                0.92017,              0.0032185,              0.0032185,              0.0032185
                    139,                 1.3391,                0.70277,                 0.9662,                0.95409,                0.90307,                0.94517,                0.58562,                 1.3142,                0.58511,                0.92041,               0.003169,               0.003169,               0.003169
                    140,                 1.3529,                 0.7108,                0.97306,                0.95467,                0.90293,                0.94534,                0.58582,                 1.3143,                0.58541,                0.92005,              0.0031195,              0.0031195,              0.0031195
                    141,                 1.3383,                 0.7045,                0.96569,                0.95411,                0.90209,                0.94523,                0.58591,                 1.3139,                0.58456,                0.92034,                0.00307,                0.00307,                0.00307
                    142,                 1.3316,                0.69385,                0.96271,                0.95409,                0.90151,                0.94569,                0.58544,                 1.3141,                0.58408,                0.92009,              0.0030205,              0.0030205,              0.0030205
                    143,                 1.3323,                0.68971,                0.96283,                0.95456,                0.90035,                0.94532,                0.58559,                 1.3148,                0.58403,                0.91998,               0.002971,               0.002971,               0.002971
                    144,                 1.3236,                0.69516,                0.96023,                0.95487,                0.89977,                0.94517,                0.58626,                  1.315,                0.58474,                0.92011,              0.0029215,              0.0029215,              0.0029215
                    145,                 1.3297,                 0.7005,                0.96249,                 0.9566,                0.90093,                0.94641,                0.58666,                  1.315,                0.58477,                0.92006,               0.002872,               0.002872,               0.002872
                    146,                 1.3284,                0.69279,                0.96387,                0.95703,                0.90093,                 0.9463,                0.58649,                 1.3153,                0.58418,                0.91998,              0.0028225,              0.0028225,              0.0028225
                    147,                 1.3156,                0.68968,                0.96019,                 0.9546,                0.90154,                 0.9457,                0.58645,                 1.3152,                0.58426,                0.91996,               0.002773,               0.002773,               0.002773
                    148,                 1.3135,                 0.6813,                0.95778,                0.95459,                0.90134,                0.94543,                0.58644,                 1.3153,                0.58413,                0.91987,              0.0027235,              0.0027235,              0.0027235
                    149,                 1.2978,                0.67286,                0.95587,                0.95402,                0.90157,                  0.945,                0.58651,                 1.3156,                0.58349,                0.91963,               0.002674,               0.002674,               0.002674
                    150,                 1.2932,                0.67349,                0.95763,                0.95434,                0.90151,                0.94505,                0.58681,                 1.3149,                0.58296,                0.91991,              0.0026245,              0.0026245,              0.0026245
                    151,                 1.2966,                0.67243,                0.95411,                0.95458,                0.90109,                  0.945,                0.58618,                 1.3162,                0.58277,                   0.92,               0.002575,               0.002575,               0.002575
                    152,                 1.2924,                0.67227,                0.95368,                0.95447,                0.90035,                 0.9449,                0.58672,                 1.3162,                0.58236,                 0.9201,              0.0025255,              0.0025255,              0.0025255
                    153,                 1.2891,                0.67155,                0.95039,                0.95505,                0.89977,                 0.9448,                0.58675,                 1.3171,                0.58211,                0.92004,               0.002476,               0.002476,               0.002476
                    154,                 1.2934,                 0.6762,                0.95543,                0.95504,                0.89977,                0.94493,                0.58687,                 1.3172,                0.58162,                0.92002,              0.0024265,              0.0024265,              0.0024265
                    155,                 1.2768,                 0.6644,                0.95116,                0.95507,                0.90093,                0.94531,                0.58671,                 1.3175,                0.58086,                0.91999,               0.002377,               0.002377,               0.002377
                    156,                 1.2814,                 0.6653,                0.95618,                 0.9545,                0.90093,                0.94511,                0.58688,                 1.3179,                0.58063,                0.92005,              0.0023275,              0.0023275,              0.0023275
                    157,                 1.2673,                0.65452,                0.94751,                0.95456,                0.90093,                0.94521,                0.58749,                 1.3178,                0.58024,                0.92002,               0.002278,               0.002278,               0.002278
                    158,                 1.2634,                0.64817,                0.94395,                0.95614,                0.90093,                0.94522,                0.58791,                 1.3173,                0.58037,                0.91998,              0.0022285,              0.0022285,              0.0022285
                    159,                 1.2654,                0.65134,                0.94506,                0.95691,                0.90066,                0.94514,                0.58746,                 1.3162,                0.58126,                0.91991,               0.002179,               0.002179,               0.002179
                    160,                 1.2534,                0.64478,                0.94407,                0.95672,                0.90093,                0.94532,                0.58776,                 1.3161,                0.58105,                0.91989,              0.0021295,              0.0021295,              0.0021295
                    161,                 1.2414,                0.63592,                   0.94,                0.95832,                0.90093,                0.94545,                0.58772,                 1.3169,                0.57965,                0.91987,                0.00208,                0.00208,                0.00208
                    162,                  1.239,                0.64181,                0.94024,                0.95675,                0.90209,                0.94566,                0.58779,                 1.3157,                0.57873,                0.91974,              0.0020305,              0.0020305,              0.0020305
                    163,                 1.2404,                0.63595,                0.94078,                0.95854,                0.90209,                0.94577,                0.58752,                 1.3159,                0.57865,                0.91965,               0.001981,               0.001981,               0.001981
                    164,                  1.238,                0.63046,                0.94155,                0.95812,                0.90142,                 0.9451,                0.58835,                 1.3161,                0.57821,                0.91943,              0.0019315,              0.0019315,              0.0019315
                    165,                 1.2392,                0.63357,                0.93893,                0.95875,                0.90219,                0.94553,                0.58834,                 1.3163,                0.57859,                 0.9196,               0.001882,               0.001882,               0.001882
                    166,                 1.2228,                0.61939,                0.93381,                0.95873,                0.90176,                0.94581,                0.58875,                 1.3158,                0.57792,                0.91958,              0.0018325,              0.0018325,              0.0018325
                    167,                 1.2276,                 0.6237,                0.93638,                0.95814,                0.90166,                0.94508,                0.58831,                 1.3153,                0.57926,                0.91952,               0.001783,               0.001783,               0.001783
                    168,                 1.2095,                0.61678,                0.93235,                0.95872,                0.90164,                0.94513,                0.58822,                  1.316,                0.57815,                0.91953,              0.0017335,              0.0017335,              0.0017335
                    169,                 1.2014,                0.61276,                 0.9312,                0.95811,                0.90113,                0.94527,                0.58889,                 1.3164,                0.57769,                0.91954,               0.001684,               0.001684,               0.001684
                    170,                 1.2073,                0.61872,                0.93108,                0.95783,                0.90093,                0.94533,                0.58853,                 1.3166,                 0.5776,                0.91955,              0.0016345,              0.0016345,              0.0016345
                    171,                 1.1916,                0.61004,                0.92566,                0.95737,                0.90093,                0.94542,                0.58947,                 1.3165,                0.57739,                0.91945,               0.001585,               0.001585,               0.001585
                    172,                 1.2005,                0.60686,                0.92604,                0.95836,                0.90035,                0.94557,                 0.5901,                 1.3166,                0.57675,                0.91961,              0.0015355,              0.0015355,              0.0015355
                    173,                  1.195,                 0.6061,                0.92663,                0.95864,                0.90035,                0.94554,                 0.5896,                 1.3171,                0.57617,                0.91966,               0.001486,               0.001486,               0.001486
                    174,                 1.1854,                0.60678,                0.92356,                0.95693,                0.90035,                0.94557,                0.58924,                 1.3172,                0.57696,                0.91946,              0.0014365,              0.0014365,              0.0014365
                    175,                 1.1721,                0.59184,                0.92249,                0.95698,                0.90035,                0.94552,                0.58948,                 1.3167,                0.57659,                0.91952,               0.001387,               0.001387,               0.001387
                    176,                  1.175,                0.59597,                0.92306,                0.95741,                0.90035,                0.94528,                0.58998,                 1.3173,                0.57609,                0.91936,              0.0013375,              0.0013375,              0.0013375
                    177,                  1.184,                0.59825,                0.92193,                  0.956,                0.90035,                0.94528,                0.59016,                  1.318,                0.57595,                0.91956,               0.001288,               0.001288,               0.001288
                    178,                 1.1627,                 0.5848,                0.91906,                0.95743,                0.90035,                0.94531,                0.59022,                 1.3177,                0.57537,                0.91955,              0.0012385,              0.0012385,              0.0012385
                    179,                 1.1576,                0.58467,                0.92026,                0.95635,                0.90127,                0.94558,                0.59036,                 1.3179,                0.57616,                0.91955,               0.001189,               0.001189,               0.001189
                    180,                 1.1505,                0.58141,                0.91709,                0.95806,                0.89998,                0.94533,                0.59042,                 1.3189,                0.57556,                0.91972,              0.0011395,              0.0011395,              0.0011395
                    181,                 1.1487,                0.57849,                0.91326,                0.95818,                0.89977,                0.94479,                0.59066,                 1.3182,                0.57631,                0.91966,                0.00109,                0.00109,                0.00109
                    182,                 1.1486,                0.57728,                0.91618,                0.95816,                0.89977,                0.94408,                0.59068,                 1.3189,                0.57552,                 0.9197,              0.0010405,              0.0010405,              0.0010405
                    183,                 1.1343,                0.56959,                 0.9128,                0.95808,                0.90051,                0.94531,                0.59049,                 1.3189,                0.57533,                0.91964,               0.000991,               0.000991,               0.000991
                    184,                 1.1404,                0.57607,                 0.9103,                0.95808,                0.90045,                0.94531,                0.59027,                  1.319,                0.57652,                0.91989,              0.0009415,              0.0009415,              0.0009415
                    185,                 1.1279,                0.56355,                0.90797,                0.95768,                0.90035,                0.94556,                 0.5908,                 1.3197,                0.57588,                0.91972,               0.000892,               0.000892,               0.000892
                    186,                 1.1269,                0.56647,                0.91297,                0.95806,                0.89989,                0.94562,                0.59019,                 1.3199,                0.57633,                0.91971,              0.0008425,              0.0008425,              0.0008425
                    187,                 1.1206,                0.56111,                0.90705,                0.95685,                0.89934,                0.94529,                0.58988,                 1.3197,                0.57808,                 0.9198,               0.000793,               0.000793,               0.000793
                    188,                 1.1147,                0.55905,                0.90815,                0.95809,                0.90056,                0.94612,                0.59028,                 1.3197,                0.57704,                0.91978,              0.0007435,              0.0007435,              0.0007435
                    189,                 1.1107,                 0.5571,                0.90918,                0.95735,                0.89977,                 0.9455,                0.58985,                 1.3204,                0.57735,                0.91994,               0.000694,               0.000694,               0.000694
                    190,                 1.1303,                0.59159,                0.92587,                0.95789,                0.90035,                 0.9463,                0.59005,                 1.3206,                 0.5769,                0.92005,              0.0006445,              0.0006445,              0.0006445
                    191,                 1.0974,                0.57539,                0.91831,                0.95797,                0.90035,                0.94633,                0.59016,                 1.3206,                0.57716,                0.91993,               0.000595,               0.000595,               0.000595
                    192,                  1.089,                0.56802,                0.91736,                0.95806,                0.90035,                0.94585,                0.58973,                 1.3213,                0.57711,                0.91995,              0.0005455,              0.0005455,              0.0005455
                    193,                 1.0746,                 0.5532,                0.91064,                0.95785,                0.90093,                0.94774,                0.59033,                 1.3211,                0.57691,                0.92018,               0.000496,               0.000496,               0.000496
                    194,                  1.072,                0.54778,                0.90788,                0.95851,                0.90093,                0.94795,                0.58994,                 1.3226,                0.57744,                0.92025,              0.0004465,              0.0004465,              0.0004465
                    195,                 1.0735,                0.55521,                0.91265,                0.95797,                0.90093,                0.94773,                0.58971,                 1.3219,                0.57734,                   0.92,               0.000397,               0.000397,               0.000397
                    196,                 1.0625,                 0.5473,                0.90483,                0.95809,                0.90093,                0.94763,                0.58937,                 1.3227,                0.57776,                0.92011,              0.0003475,              0.0003475,              0.0003475
                    197,                 1.0585,                0.54678,                0.90602,                0.95909,                0.90035,                0.94693,                0.59066,                 1.3229,                0.57821,                0.92017,               0.000298,               0.000298,               0.000298
                    198,                 1.0487,                0.54097,                 0.9057,                0.95952,                0.89919,                 0.9468,                0.58996,                 1.3233,                0.57889,                0.92014,              0.0002485,              0.0002485,              0.0002485
                    199,                 1.0445,                0.53805,                0.90368,                0.96112,                0.89977,                0.94689,                0.58953,                 1.3241,                0.57925,                0.92005,               0.000199,               0.000199,               0.000199