File size: 67,536 Bytes
5bee86d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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,                 1.1815,                 1.3566,                 1.5761,                0.72879,                0.70865,                0.75285,                0.40092,                 1.4602,                 1.1846,                 1.6809,               0.070019,              0.0033312,              0.0033312
                      1,                 1.1075,                 1.2213,                  1.527,                0.73749,                0.69313,                0.74143,                0.40345,                 1.4511,                 1.1995,                 1.7616,               0.039986,              0.0066316,              0.0066316
                      2,                 1.1698,                 1.3439,                 1.5891,                0.66345,                0.64831,                0.64089,                0.34053,                  1.479,                 1.5034,                 1.8131,              0.0099199,              0.0098989,              0.0098989
                      3,                 1.1952,                 1.3956,                  1.616,                0.74277,                0.67358,                0.73511,                0.39264,                 1.4895,                 1.3412,                 1.7965,              0.0098515,              0.0098515,              0.0098515
                      4,                 1.1389,                 1.3201,                 1.5761,                0.72837,                0.66942,                 0.7377,                0.41148,                 1.4495,                  1.268,                  1.714,              0.0098515,              0.0098515,              0.0098515
                      5,                 1.1116,                  1.277,                 1.5503,                0.72665,                0.72008,                0.76603,                0.43507,                 1.3652,                 1.1753,                 1.6505,               0.009802,               0.009802,               0.009802
                      6,                 1.0884,                 1.2413,                 1.5343,                0.77843,                0.72055,                0.78457,                0.45702,                 1.3506,                 1.1016,                 1.6426,              0.0097525,              0.0097525,              0.0097525
                      7,                 1.0666,                 1.2029,                 1.5146,                0.79564,                0.71793,                0.79433,                0.46711,                 1.3474,                 1.0705,                 1.6492,               0.009703,               0.009703,               0.009703
                      8,                 1.0542,                 1.1878,                 1.5076,                0.77415,                 0.7429,                0.81254,                 0.4777,                 1.3397,                 1.0321,                 1.6207,              0.0096535,              0.0096535,              0.0096535
                      9,                 1.0372,                 1.1587,                 1.4912,                0.78499,                 0.7711,                0.83126,                0.48841,                 1.3414,                 1.0343,                 1.6068,               0.009604,               0.009604,               0.009604
                     10,                 1.0306,                 1.1474,                 1.4855,                0.81023,                0.76872,                0.84096,                0.51411,                 1.2807,                0.98496,                  1.559,              0.0095545,              0.0095545,              0.0095545
                     11,                 1.0209,                 1.1214,                  1.477,                0.81968,                0.76681,                0.84237,                0.50761,                 1.3196,                0.97294,                 1.5854,               0.009505,               0.009505,               0.009505
                     12,                 1.0171,                 1.1176,                 1.4719,                0.82032,                0.76524,                0.84338,                0.51243,                 1.2888,                0.96355,                 1.5444,              0.0094555,              0.0094555,              0.0094555
                     13,                  1.012,                  1.107,                 1.4653,                0.82088,                0.76299,                0.83951,                0.52483,                 1.2382,                0.92934,                 1.5068,               0.009406,               0.009406,               0.009406
                     14,                 1.0051,                 1.0997,                 1.4662,                0.81664,                0.78016,                0.84937,                0.52692,                 1.2501,                0.90705,                 1.5211,              0.0093565,              0.0093565,              0.0093565
                     15,                0.99697,                 1.0878,                 1.4595,                0.82957,                0.77876,                0.85994,                 0.5417,                  1.225,                0.90221,                 1.4966,               0.009307,               0.009307,               0.009307
                     16,                 1.0033,                 1.0792,                 1.4595,                0.83874,                0.78898,                0.86089,                0.54027,                 1.2424,                 0.8782,                  1.508,              0.0092575,              0.0092575,              0.0092575
                     17,                0.99488,                 1.0723,                 1.4524,                0.85027,                0.78445,                0.86664,                0.54876,                 1.2103,                0.86287,                 1.4827,               0.009208,               0.009208,               0.009208
                     18,                0.98647,                 1.0656,                 1.4494,                0.84215,                0.79634,                0.87393,                0.54908,                 1.2173,                0.86057,                 1.4876,              0.0091585,              0.0091585,              0.0091585
                     19,                0.98598,                 1.0524,                 1.4438,                0.84756,                0.78483,                0.87375,                0.55826,                 1.2066,                0.86607,                 1.4741,               0.009109,               0.009109,               0.009109
                     20,                0.98836,                 1.0489,                 1.4444,                 0.8425,                0.80258,                0.87367,                0.55949,                 1.2115,                0.83884,                 1.4793,              0.0090595,              0.0090595,              0.0090595
                     21,                 0.9824,                 1.0418,                 1.4391,                0.84406,                0.80138,                0.87944,                0.56588,                 1.1971,                0.83351,                  1.469,                0.00901,                0.00901,                0.00901
                     22,                0.97644,                 1.0376,                 1.4389,                0.83371,                 0.8083,                0.87299,                0.56072,                 1.1972,                0.84018,                 1.4696,              0.0089605,              0.0089605,              0.0089605
                     23,                0.97657,                 1.0397,                 1.4375,                0.84031,                0.81068,                0.87862,                0.56307,                 1.2073,                 0.8303,                 1.4695,               0.008911,               0.008911,               0.008911
                     24,                0.96549,                 1.0291,                 1.4306,                0.84171,                0.81617,                0.87976,                0.56863,                 1.1969,                 0.8163,                 1.4577,              0.0088615,              0.0088615,              0.0088615
                     25,                0.96678,                 1.0228,                 1.4246,                 0.8336,                  0.823,                0.88349,                 0.5735,                  1.187,                0.81891,                 1.4504,               0.008812,               0.008812,               0.008812
                     26,                0.96563,                 1.0248,                 1.4286,                0.84131,                0.81521,                0.88119,                0.57223,                 1.1837,                0.80838,                 1.4501,              0.0087625,              0.0087625,              0.0087625
                     27,                0.96762,                 1.0165,                 1.4302,                0.83887,                0.81474,                 0.8799,                0.56992,                 1.1857,                0.80768,                 1.4516,               0.008713,               0.008713,               0.008713
                     28,                0.96712,                 1.0175,                 1.4269,                0.85056,                0.80997,                0.88295,                 0.5735,                 1.1745,                0.80526,                 1.4383,              0.0086635,              0.0086635,              0.0086635
                     29,                0.96178,                  1.011,                 1.4208,                0.85153,                0.80901,                0.88741,                0.57972,                 1.1723,                0.79603,                  1.432,               0.008614,               0.008614,               0.008614
                     30,                0.96195,                 1.0058,                 1.4169,                 0.8505,                0.81932,                0.88918,                 0.5808,                 1.1751,                0.78833,                 1.4358,              0.0085645,              0.0085645,              0.0085645
                     31,                0.95515,                0.99872,                 1.4186,                0.86365,                0.81252,                0.88988,                0.58358,                 1.1737,                0.77866,                 1.4343,               0.008515,               0.008515,               0.008515
                     32,                0.95516,                0.99693,                 1.4159,                0.86209,                0.81679,                0.89048,                0.58518,                 1.1721,                0.77332,                 1.4327,              0.0084655,              0.0084655,              0.0084655
                     33,                0.95778,                 0.9923,                 1.4175,                0.86742,                 0.8112,                0.89006,                0.58433,                 1.1708,                0.77289,                 1.4297,               0.008416,               0.008416,               0.008416
                     34,                0.95138,                0.99288,                 1.4101,                0.86205,                0.81712,                0.89135,                0.58688,                 1.1656,                0.77069,                 1.4241,              0.0083665,              0.0083665,              0.0083665
                     35,                0.95214,                0.98744,                 1.4115,                 0.8588,                0.82546,                0.89274,                0.58806,                  1.167,                0.76701,                 1.4253,               0.008317,               0.008317,               0.008317
                     36,                0.95065,                0.98663,                 1.4097,                0.85381,                0.82809,                0.89313,                0.58781,                 1.1694,                0.76474,                  1.427,              0.0082675,              0.0082675,              0.0082675
                     37,                0.94696,                0.98621,                 1.4073,                0.85639,                0.82952,                0.89477,                  0.589,                 1.1668,                0.76171,                 1.4243,               0.008218,               0.008218,               0.008218
                     38,                0.95239,                0.98455,                 1.4097,                0.85836,                0.82785,                0.89509,                0.58875,                 1.1663,                0.75939,                 1.4235,              0.0081685,              0.0081685,              0.0081685
                     39,                0.94188,                0.97793,                 1.4048,                0.85327,                0.83057,                0.89493,                  0.589,                 1.1668,                0.75858,                 1.4241,               0.008119,               0.008119,               0.008119
                     40,                 0.9417,                0.97827,                 1.4044,                 0.8522,                0.83178,                0.89421,                0.58939,                 1.1647,                0.75901,                 1.4226,              0.0080695,              0.0080695,              0.0080695
                     41,                0.94506,                0.97448,                 1.4052,                0.85195,                 0.8342,                0.89505,                 0.5895,                 1.1656,                0.75896,                 1.4229,                0.00802,                0.00802,                0.00802
                     42,                0.94041,                0.97416,                 1.4057,                0.85179,                0.83357,                0.89514,                0.58927,                 1.1657,                0.75833,                 1.4214,              0.0079705,              0.0079705,              0.0079705
                     43,                 0.9439,                0.97252,                 1.4051,                0.85123,                0.83739,                0.89582,                0.59015,                 1.1643,                0.75708,                 1.4197,               0.007921,               0.007921,               0.007921
                     44,                0.93842,                0.97218,                 1.4022,                0.85192,                0.83538,                0.89546,                   0.59,                 1.1629,                0.75762,                 1.4183,              0.0078715,              0.0078715,              0.0078715
                     45,                0.93479,                 0.9621,                 1.3996,                0.85323,                0.83476,                 0.8957,                0.58993,                 1.1629,                0.75672,                 1.4185,               0.007822,               0.007822,               0.007822
                     46,                0.93675,                0.96461,                 1.3933,                0.85188,                0.83515,                0.89558,                0.59008,                 1.1618,                 0.7561,                 1.4173,              0.0077725,              0.0077725,              0.0077725
                     47,                0.93691,                 0.9605,                 1.3974,                0.85126,                0.83516,                0.89561,                0.58983,                 1.1616,                0.75613,                 1.4169,               0.007723,               0.007723,               0.007723
                     48,                0.93159,                0.96403,                 1.3977,                0.85364,                0.83439,                0.89653,                0.59009,                 1.1612,                0.75517,                 1.4167,              0.0076735,              0.0076735,              0.0076735
                     49,                0.93274,                0.95949,                  1.396,                0.85341,                0.83453,                0.89625,                0.58996,                 1.1608,                0.75482,                 1.4163,               0.007624,               0.007624,               0.007624
                     50,                0.93135,                0.95768,                 1.3945,                0.85671,                0.83109,                0.89617,                0.59053,                 1.1586,                0.75409,                 1.4141,              0.0075745,              0.0075745,              0.0075745
                     51,                0.92622,                 0.9546,                 1.3911,                0.85623,                   0.83,                0.89629,                0.59043,                 1.1587,                0.75304,                 1.4135,               0.007525,               0.007525,               0.007525
                     52,                0.92849,                0.94372,                 1.3924,                0.85366,                0.83314,                 0.8958,                0.59051,                 1.1585,                0.75263,                  1.413,              0.0074755,              0.0074755,              0.0074755
                     53,                0.92583,                0.94817,                 1.3941,                 0.8545,                0.83381,                0.89585,                0.59054,                 1.1582,                0.75271,                 1.4125,               0.007426,               0.007426,               0.007426
                     54,                0.92828,                0.94553,                 1.3885,                 0.8554,                0.83143,                0.89597,                0.59095,                 1.1577,                0.75184,                 1.4119,              0.0073765,              0.0073765,              0.0073765
                     55,                0.92667,                0.94349,                 1.3872,                0.85616,                0.83143,                0.89564,                0.59112,                 1.1567,                0.75141,                 1.4108,               0.007327,               0.007327,               0.007327
                     56,                0.92314,                0.94106,                 1.3858,                0.85667,                0.83214,                0.89531,                0.59125,                 1.1558,                0.75034,                 1.4101,              0.0072775,              0.0072775,              0.0072775
                     57,                0.92074,                0.93473,                 1.3864,                0.85163,                0.83757,                 0.8954,                0.59114,                 1.1552,                0.75004,                 1.4092,               0.007228,               0.007228,               0.007228
                     58,                0.92206,                0.93796,                 1.3851,                0.85152,                0.83822,                0.89558,                0.59164,                 1.1543,                0.74923,                 1.4086,              0.0071785,              0.0071785,              0.0071785
                     59,                0.92132,                0.93506,                 1.3853,                 0.8561,                0.83267,                0.89511,                 0.5916,                 1.1541,                0.74782,                 1.4083,               0.007129,               0.007129,               0.007129
                     60,                0.92451,                0.93188,                 1.3881,                0.85515,                0.83405,                0.89556,                0.59221,                 1.1543,                0.74739,                 1.4082,              0.0070795,              0.0070795,              0.0070795
                     61,                0.92191,                0.93254,                 1.3842,                0.86057,                 0.8285,                0.89602,                0.59255,                 1.1538,                0.74719,                 1.4076,                0.00703,                0.00703,                0.00703
                     62,                 0.9097,                0.92578,                 1.3773,                 0.8645,                0.82601,                0.89618,                0.59295,                 1.1526,                0.74685,                 1.4067,              0.0069805,              0.0069805,              0.0069805
                     63,                0.92032,                0.92614,                 1.3812,                0.86472,                0.82546,                0.89668,                0.59352,                 1.1526,                0.74629,                 1.4066,               0.006931,               0.006931,               0.006931
                     64,                0.91644,                0.92382,                 1.3782,                0.86515,                0.82607,                0.89638,                 0.5934,                 1.1522,                0.74527,                 1.4062,              0.0068815,              0.0068815,              0.0068815
                     65,                0.91156,                0.91868,                 1.3755,                0.86341,                0.82523,                 0.8958,                0.59322,                 1.1522,                0.74425,                 1.4058,               0.006832,               0.006832,               0.006832
                     66,                0.90985,                0.91558,                 1.3741,                0.86772,                0.82141,                 0.8961,                 0.5933,                 1.1524,                0.74346,                 1.4061,              0.0067825,              0.0067825,              0.0067825
                     67,                0.91817,                0.91882,                 1.3786,                0.86934,                0.81855,                  0.896,                0.59407,                 1.1516,                0.74254,                 1.4054,               0.006733,               0.006733,               0.006733
                     68,                0.91371,                0.91749,                  1.378,                0.87048,                0.81887,                0.89617,                0.59376,                 1.1513,                0.74167,                  1.405,              0.0066835,              0.0066835,              0.0066835
                     69,                0.90596,                0.91264,                 1.3716,                0.87266,                0.81855,                0.89604,                0.59394,                 1.1514,                0.74034,                 1.4051,               0.006634,               0.006634,               0.006634
                     70,                    inf,                0.91379,                 1.3779,                0.87299,                 0.8195,                0.89617,                0.59413,                 1.1516,                 0.7389,                  1.405,              0.0065845,              0.0065845,              0.0065845
                     71,                0.90898,                0.91064,                 1.3754,                0.87733,                0.81712,                0.89679,                  0.594,                 1.1518,                0.73806,                 1.4049,               0.006535,               0.006535,               0.006535
                     72,                0.90691,                0.90611,                 1.3723,                0.87714,                0.82022,                 0.8967,                0.59387,                 1.1514,                0.73749,                 1.4044,              0.0064855,              0.0064855,              0.0064855
                     73,                0.91138,                0.91317,                 1.3748,                 0.8764,                0.82165,                0.89671,                0.59396,                 1.1511,                0.73628,                 1.4036,               0.006436,               0.006436,               0.006436
                     74,                0.90328,                0.89949,                 1.3693,                0.87375,                0.82356,                0.89674,                0.59442,                 1.1512,                0.73506,                  1.403,              0.0063865,              0.0063865,              0.0063865
                     75,                0.90454,                0.90535,                  1.372,                0.87353,                0.82356,                0.89665,                0.59428,                 1.1512,                0.73405,                 1.4024,               0.006337,               0.006337,               0.006337
                     76,                0.90048,                0.89345,                 1.3654,                0.87497,                0.82263,                0.89733,                0.59479,                 1.1504,                0.73313,                 1.4014,              0.0062875,              0.0062875,              0.0062875
                     77,                0.89767,                0.89331,                 1.3659,                0.87366,                0.82141,                0.89681,                 0.5951,                 1.1502,                0.73165,                 1.4009,               0.006238,               0.006238,               0.006238
                     78,                0.90126,                0.89387,                 1.3658,                0.87495,                0.82308,                0.89765,                0.59539,                 1.1495,                0.73042,                 1.3999,              0.0061885,              0.0061885,              0.0061885
                     79,                0.89632,                0.89069,                 1.3587,                0.87514,                0.82391,                0.89785,                0.59551,                 1.1496,                0.72909,                 1.3998,               0.006139,               0.006139,               0.006139
                     80,                 0.8933,                0.89181,                  1.359,                0.87681,                 0.8238,                0.89794,                0.59611,                 1.1487,                0.72789,                 1.3988,              0.0060895,              0.0060895,              0.0060895
                     81,                0.89655,                 0.8887,                 1.3611,                0.87725,                0.82301,                0.89792,                 0.5965,                 1.1483,                0.72636,                 1.3984,                0.00604,                0.00604,                0.00604
                     82,                 0.8956,                0.88993,                 1.3619,                0.87495,                0.82577,                0.89867,                0.59679,                 1.1475,                0.72553,                 1.3979,              0.0059905,              0.0059905,              0.0059905
                     83,                0.89542,                0.88165,                  1.358,                0.87759,                0.82475,                0.89913,                0.59714,                 1.1477,                0.72403,                 1.3978,               0.005941,               0.005941,               0.005941
                     84,                0.89094,                0.88131,                 1.3571,                0.87685,                 0.8251,                0.89938,                0.59734,                 1.1477,                0.72327,                 1.3977,              0.0058915,              0.0058915,              0.0058915
                     85,                0.89163,                0.88212,                  1.358,                0.87537,                0.82727,                0.89945,                0.59734,                 1.1482,                0.72182,                  1.398,               0.005842,               0.005842,               0.005842
                     86,                0.88853,                0.87624,                 1.3565,                0.87392,                0.82802,                0.90008,                0.59751,                 1.1482,                0.72152,                 1.3976,              0.0057925,              0.0057925,              0.0057925
                     87,                0.88622,                 0.8761,                 1.3543,                0.87185,                0.83052,                0.90027,                0.59745,                 1.1486,                0.72068,                 1.3977,               0.005743,               0.005743,               0.005743
                     88,                0.88554,                0.87138,                 1.3539,                0.87195,                0.82963,                0.89993,                0.59727,                 1.1482,                0.72025,                 1.3969,              0.0056935,              0.0056935,              0.0056935
                     89,                0.88794,                0.87005,                  1.352,                0.87427,                0.82565,                0.89953,                0.59765,                 1.1486,                0.71918,                 1.3965,               0.005644,               0.005644,               0.005644
                     90,                0.88898,                0.87305,                 1.3538,                0.87607,                0.82588,                0.89985,                0.59791,                 1.1491,                0.71791,                 1.3967,              0.0055945,              0.0055945,              0.0055945
                     91,                0.88215,                0.86513,                 1.3478,                0.87696,                0.82589,                0.90054,                0.59817,                 1.1488,                0.71704,                  1.396,               0.005545,               0.005545,               0.005545
                     92,                 0.8865,                0.86631,                 1.3513,                0.87658,                0.82403,                0.90075,                0.59788,                 1.1493,                0.71586,                 1.3961,              0.0054955,              0.0054955,              0.0054955
                     93,                0.88481,                0.86804,                 1.3498,                0.87511,                0.82537,                0.90064,                0.59772,                 1.1493,                0.71513,                 1.3956,               0.005446,               0.005446,               0.005446
                     94,                0.88078,                0.85813,                 1.3507,                0.87604,                  0.824,                0.90072,                0.59807,                 1.1501,                0.71371,                  1.396,              0.0053965,              0.0053965,              0.0053965
                     95,                0.88116,                0.86179,                 1.3465,                0.87382,                0.82559,                0.90023,                0.59849,                 1.1499,                0.71341,                 1.3958,               0.005347,               0.005347,               0.005347
                     96,                0.87933,                0.86307,                 1.3479,                0.87321,                0.82433,                0.90029,                0.59874,                 1.1506,                0.71226,                  1.396,              0.0052975,              0.0052975,              0.0052975
                     97,                0.87757,                0.85913,                 1.3461,                0.86672,                0.83023,                0.90026,                 0.5989,                 1.1504,                0.71139,                 1.3957,               0.005248,               0.005248,               0.005248
                     98,                0.87405,                0.85107,                 1.3438,                0.86326,                0.83381,                0.90037,                0.59884,                 1.1496,                0.71008,                 1.3944,              0.0051985,              0.0051985,              0.0051985
                     99,                0.87603,                0.85018,                 1.3426,                0.86246,                0.83429,                0.89964,                0.59876,                 1.1495,                0.70951,                 1.3944,               0.005149,               0.005149,               0.005149
                    100,                0.87447,                0.84579,                 1.3408,                0.86027,                0.83818,                 0.9002,                0.59898,                 1.1495,                0.70872,                  1.394,              0.0050995,              0.0050995,              0.0050995
                    101,                0.86946,                0.83562,                 1.3375,                0.86225,                0.83929,                0.90123,                0.59961,                 1.1493,                0.70816,                 1.3936,                0.00505,                0.00505,                0.00505
                    102,                0.86967,                 0.8443,                  1.336,                0.86232,                0.83778,                0.90086,                0.59981,                 1.1489,                0.70757,                  1.393,              0.0050005,              0.0050005,              0.0050005
                    103,                0.86734,                0.83895,                 1.3365,                0.86349,                0.83906,                0.90118,                 0.6001,                 1.1486,                 0.7069,                 1.3924,               0.004951,               0.004951,               0.004951
                    104,                0.86573,                0.84126,                 1.3398,                0.86545,                0.83586,                 0.9018,                0.60011,                 1.1493,                0.70561,                 1.3926,              0.0049015,              0.0049015,              0.0049015
                    105,                0.86211,                 0.8381,                 1.3335,                0.86637,                0.83476,                0.90198,                0.60011,                 1.1496,                0.70378,                 1.3932,               0.004852,               0.004852,               0.004852
                    106,                0.86264,                0.83919,                 1.3355,                0.86667,                0.83381,                0.90179,                0.60007,                 1.1492,                0.70325,                 1.3929,              0.0048025,              0.0048025,              0.0048025
                    107,                0.86376,                0.83661,                 1.3364,                0.87142,                0.83119,                 0.9017,                0.60035,                 1.1493,                0.70223,                  1.393,               0.004753,               0.004753,               0.004753
                    108,                0.86035,                0.83043,                 1.3314,                0.87332,                0.83174,                0.90184,                0.60086,                 1.1491,                0.70116,                  1.393,              0.0047035,              0.0047035,              0.0047035
                    109,                0.85712,                0.82484,                  1.327,                 0.8715,                0.83286,                0.90207,                0.60101,                 1.1492,                0.70048,                 1.3933,               0.004654,               0.004654,               0.004654
                    110,                0.85765,                0.83435,                  1.329,                0.87087,                0.83476,                0.90195,                0.60133,                 1.1488,                0.69995,                 1.3928,              0.0046045,              0.0046045,              0.0046045
                    111,                0.86087,                0.82851,                 1.3279,                0.87096,                0.83619,                0.90244,                0.60147,                 1.1491,                0.69898,                 1.3926,               0.004555,               0.004555,               0.004555
                    112,                0.85622,                0.83012,                 1.3258,                0.87051,                0.83572,                 0.9027,                0.60191,                 1.1488,                0.69942,                 1.3923,              0.0045055,              0.0045055,              0.0045055
                    113,                0.85466,                0.82193,                  1.326,                0.86819,                0.83929,                0.90318,                0.60194,                 1.1495,                0.69904,                  1.393,               0.004456,               0.004456,               0.004456
                    114,                0.85107,                0.81653,                 1.3212,                0.87134,                0.83649,                0.90323,                0.60222,                 1.1503,                0.69772,                 1.3934,              0.0044065,              0.0044065,              0.0044065
                    115,                0.85624,                0.82238,                 1.3246,                0.87397,                0.83572,                0.90375,                0.60204,                 1.1507,                0.69723,                  1.394,               0.004357,               0.004357,               0.004357
                    116,                 0.8505,                0.81145,                 1.3227,                0.87342,                0.83667,                0.90373,                0.60217,                 1.1511,                0.69565,                 1.3944,              0.0043075,              0.0043075,              0.0043075
                    117,                0.85403,                0.81173,                 1.3225,                0.87223,                0.83667,                0.90366,                 0.6024,                 1.1502,                0.69486,                 1.3932,               0.004258,               0.004258,               0.004258
                    118,                0.84498,                0.80611,                 1.3199,                0.87169,                0.83691,                0.90357,                0.60281,                 1.1503,                0.69416,                 1.3933,              0.0042085,              0.0042085,              0.0042085
                    119,                0.84818,                0.80626,                 1.3187,                0.87278,                0.83596,                0.90326,                0.60289,                 1.1501,                0.69339,                 1.3926,               0.004159,               0.004159,               0.004159
                    120,                0.84475,                0.80922,                 1.3173,                0.87358,                0.83534,                0.90265,                0.60271,                 1.1498,                0.69265,                 1.3922,              0.0041095,              0.0041095,              0.0041095
                    121,                0.84581,                0.80161,                  1.317,                0.87557,                0.83386,                0.90295,                0.60297,                 1.1497,                0.69228,                 1.3924,                0.00406,                0.00406,                0.00406
                    122,                0.84122,                0.79873,                 1.3128,                 0.8764,                0.83429,                0.90313,                0.60305,                 1.1497,                0.69157,                  1.392,              0.0040105,              0.0040105,              0.0040105
                    123,                0.83579,                0.79668,                 1.3081,                0.87731,                0.83713,                0.90344,                0.60319,                 1.1495,                0.69066,                 1.3916,               0.003961,               0.003961,               0.003961
                    124,                0.83824,                0.79548,                 1.3099,                0.88377,                0.82904,                 0.9029,                0.60327,                 1.1502,                0.69049,                 1.3921,              0.0039115,              0.0039115,              0.0039115
                    125,                0.83001,                0.79268,                 1.3084,                0.87645,                0.83561,                 0.9031,                0.60346,                 1.1512,                0.68933,                 1.3928,               0.003862,               0.003862,               0.003862
                    126,                0.83798,                0.79136,                 1.3113,                0.87897,                  0.835,                0.90359,                0.60384,                 1.1525,                0.68778,                 1.3939,              0.0038125,              0.0038125,              0.0038125
                    127,                0.83132,                0.78461,                 1.3069,                0.87864,                0.83555,                0.90386,                0.60404,                 1.1535,                0.68698,                 1.3944,               0.003763,               0.003763,               0.003763
                    128,                0.82812,                   0.78,                  1.301,                0.87842,                0.83553,                0.90404,                0.60421,                 1.1541,                0.68538,                 1.3947,              0.0037135,              0.0037135,              0.0037135
                    129,                0.82413,                0.78222,                 1.3005,                0.87751,                0.83871,                0.90416,                0.60409,                 1.1554,                 0.6845,                 1.3958,               0.003664,               0.003664,               0.003664
                    130,                0.82955,                0.77821,                 1.3046,                0.87739,                0.83604,                0.90415,                 0.6047,                 1.1551,                0.68315,                  1.395,              0.0036145,              0.0036145,              0.0036145
                    131,                0.82779,                0.78016,                 1.3019,                0.88023,                0.83333,                0.90429,                0.60486,                  1.155,                0.68255,                 1.3947,               0.003565,               0.003565,               0.003565
                    132,                0.82414,                0.77355,                 1.2988,                0.88044,                0.83309,                0.90414,                0.60479,                 1.1553,                0.68165,                 1.3948,              0.0035155,              0.0035155,              0.0035155
                    133,                 0.8196,                0.77154,                 1.2941,                0.87904,                0.83405,                 0.9044,                0.60466,                 1.1558,                0.68076,                 1.3951,               0.003466,               0.003466,               0.003466
                    134,                0.82001,                0.77383,                 1.2971,                0.87884,                0.83532,                0.90432,                0.60534,                 1.1561,                0.68025,                  1.395,              0.0034165,              0.0034165,              0.0034165
                    135,                0.81639,                0.76666,                 1.2951,                0.88047,                0.83476,                0.90447,                0.60499,                  1.156,                 0.6796,                  1.395,               0.003367,               0.003367,               0.003367
                    136,                0.80993,                0.76179,                 1.2892,                0.88327,                0.83309,                0.90476,                0.60575,                 1.1567,                0.67855,                 1.3956,              0.0033175,              0.0033175,              0.0033175
                    137,                0.81435,                0.76009,                 1.2901,                0.88141,                0.83524,                0.90488,                0.60569,                  1.157,                0.67767,                 1.3962,               0.003268,               0.003268,               0.003268
                    138,                0.81234,                   0.76,                 1.2893,                0.88047,                0.83548,                0.90507,                0.60593,                 1.1571,                0.67552,                 1.3964,              0.0032185,              0.0032185,              0.0032185
                    139,                0.80826,                0.75321,                  1.286,                0.88153,                0.83572,                0.90505,                0.60573,                 1.1577,                0.67406,                  1.397,               0.003169,               0.003169,               0.003169
                    140,                0.81099,                0.75128,                  1.286,                0.88268,                0.83415,                0.90524,                0.60648,                 1.1581,                0.67401,                 1.3973,              0.0031195,              0.0031195,              0.0031195
                    141,                0.80662,                0.74861,                 1.2871,                 0.8825,                0.83449,                0.90552,                0.60649,                 1.1585,                0.67344,                 1.3976,                0.00307,                0.00307,                0.00307
                    142,                0.81035,                0.74812,                 1.2861,                0.88275,                0.83471,                0.90539,                0.60694,                 1.1584,                0.67331,                 1.3973,              0.0030205,              0.0030205,              0.0030205
                    143,                0.80053,                0.74678,                 1.2825,                0.88293,                0.83357,                0.90564,                0.60714,                 1.1579,                0.67294,                 1.3965,               0.002971,               0.002971,               0.002971
                    144,                0.80019,                0.74087,                 1.2831,                0.88589,                0.83381,                0.90595,                0.60701,                 1.1577,                0.67243,                 1.3966,              0.0029215,              0.0029215,              0.0029215
                    145,                0.80033,                0.74176,                 1.2796,                0.88542,                0.83333,                0.90627,                0.60721,                 1.1583,                0.67204,                 1.3973,               0.002872,               0.002872,               0.002872
                    146,                0.79751,                0.74021,                 1.2779,                0.88341,                 0.8347,                0.90646,                0.60737,                 1.1584,                0.67135,                 1.3974,              0.0028225,              0.0028225,              0.0028225
                    147,                0.79309,                0.73042,                 1.2727,                 0.8847,                0.83429,                0.90651,                0.60763,                 1.1584,                0.67055,                 1.3974,               0.002773,               0.002773,               0.002773
                    148,                0.79194,                0.72332,                 1.2702,                0.88533,                0.83211,                0.90618,                0.60765,                 1.1584,                0.67044,                  1.397,              0.0027235,              0.0027235,              0.0027235
                    149,                0.78996,                0.72419,                 1.2696,                0.88553,                0.83187,                 0.9066,                0.60796,                 1.1583,                0.66949,                 1.3968,               0.002674,               0.002674,               0.002674
                    150,                0.78954,                0.72709,                 1.2719,                0.88211,                0.83499,                0.90668,                0.60854,                 1.1577,                 0.6694,                 1.3964,              0.0026245,              0.0026245,              0.0026245
                    151,                0.78338,                0.71906,                 1.2679,                0.88502,                0.83324,                0.90665,                0.60872,                 1.1578,                0.66923,                 1.3963,               0.002575,               0.002575,               0.002575
                    152,                0.78151,                0.71531,                 1.2643,                0.88369,                0.83309,                0.90694,                0.60918,                 1.1579,                0.66854,                 1.3965,              0.0025255,              0.0025255,              0.0025255
                    153,                0.77832,                0.71539,                 1.2633,                0.88529,                0.83166,                0.90664,                0.60897,                 1.1584,                0.66868,                 1.3971,               0.002476,               0.002476,               0.002476
                    154,                0.77654,                0.70927,                 1.2611,                0.88485,                0.83357,                0.90737,                0.60959,                 1.1592,                0.66812,                 1.3977,              0.0024265,              0.0024265,              0.0024265
                    155,                0.77646,                0.70426,                 1.2628,                0.88728,                0.83286,                0.90783,                0.60967,                   1.16,                0.66745,                 1.3982,               0.002377,               0.002377,               0.002377
                    156,                0.76962,                0.70523,                 1.2576,                0.87798,                0.84096,                0.90797,                0.60969,                 1.1608,                0.66685,                 1.3992,              0.0023275,              0.0023275,              0.0023275
                    157,                0.77063,                0.70264,                 1.2555,                0.87895,                 0.8414,                 0.9076,                0.60988,                 1.1618,                0.66582,                 1.4002,               0.002278,               0.002278,               0.002278
                    158,                0.76374,                0.69856,                 1.2529,                0.88555,                0.83386,                0.90715,                0.61025,                 1.1629,                0.66612,                 1.4012,              0.0022285,              0.0022285,              0.0022285
                    159,                0.77145,                0.69393,                 1.2548,                 0.8846,                0.83381,                0.90717,                0.60989,                 1.1635,                0.66638,                 1.4017,               0.002179,               0.002179,               0.002179
                    160,                 0.7614,                0.68784,                 1.2473,                0.88283,                0.83539,                0.90739,                0.61004,                 1.1635,                0.66581,                 1.4019,              0.0021295,              0.0021295,              0.0021295
                    161,                0.76106,                0.68649,                 1.2486,                0.88237,                0.83528,                  0.907,                0.60997,                 1.1632,                0.66551,                 1.4015,                0.00208,                0.00208,                0.00208
                    162,                0.75723,                0.68813,                 1.2478,                0.87946,                0.83977,                0.90702,                0.61033,                  1.164,                0.66523,                 1.4021,              0.0020305,              0.0020305,              0.0020305
                    163,                0.75132,                0.67846,                 1.2447,                0.89004,                0.82984,                0.90759,                0.61015,                 1.1643,                0.66528,                 1.4022,               0.001981,               0.001981,               0.001981
                    164,                0.75353,                0.67745,                 1.2422,                0.88435,                0.83596,                0.90742,                0.61058,                 1.1647,                0.66455,                 1.4024,              0.0019315,              0.0019315,              0.0019315
                    165,                0.75065,                0.67352,                 1.2409,                0.88473,                0.83643,                0.90844,                0.61124,                 1.1646,                0.66345,                 1.4023,               0.001882,               0.001882,               0.001882
                    166,                0.74465,                0.66459,                 1.2374,                0.88591,                0.83548,                0.90789,                0.61143,                 1.1646,                0.66275,                 1.4024,              0.0018325,              0.0018325,              0.0018325
                    167,                0.74098,                 0.6638,                 1.2334,                0.88669,                0.83406,                 0.9083,                0.61145,                 1.1647,                0.66218,                 1.4025,               0.001783,               0.001783,               0.001783
                    168,                0.74422,                0.65964,                 1.2348,                0.88649,                0.83611,                0.90813,                0.61149,                 1.1653,                0.66228,                 1.4033,              0.0017335,              0.0017335,              0.0017335
                    169,                0.73815,                0.65908,                 1.2314,                0.88648,                0.83603,                0.90817,                0.61189,                 1.1656,                 0.6623,                 1.4032,               0.001684,               0.001684,               0.001684
                    170,                0.73454,                0.65257,                 1.2271,                0.88847,                0.83389,                0.90805,                0.61229,                 1.1663,                0.66244,                 1.4038,              0.0016345,              0.0016345,              0.0016345
                    171,                0.72998,                0.64885,                 1.2259,                0.89135,                0.83135,                0.90817,                0.61232,                 1.1666,                0.66222,                 1.4041,               0.001585,               0.001585,               0.001585
                    172,                0.73172,                0.65178,                 1.2253,                0.89158,                0.83137,                0.90855,                0.61226,                 1.1668,                 0.6617,                 1.4044,              0.0015355,              0.0015355,              0.0015355
                    173,                0.72584,                0.64409,                 1.2243,                0.89249,                0.83135,                 0.9086,                0.61217,                 1.1674,                0.66141,                 1.4049,               0.001486,               0.001486,               0.001486
                    174,                0.71939,                0.63616,                 1.2186,                0.89161,                0.83286,                0.90845,                0.61209,                 1.1681,                0.66072,                 1.4055,              0.0014365,              0.0014365,              0.0014365
                    175,                 0.7204,                0.63683,                 1.2172,                0.89303,                0.83208,                0.90865,                0.61243,                 1.1681,                0.66049,                 1.4055,               0.001387,               0.001387,               0.001387
                    176,                0.71333,                0.62712,                 1.2125,                0.89286,                0.83166,                0.90868,                0.61239,                 1.1684,                0.66037,                 1.4058,              0.0013375,              0.0013375,              0.0013375
                    177,                0.71274,                0.62572,                 1.2123,                0.89406,                0.83047,                0.90863,                0.61237,                 1.1687,                0.66053,                 1.4061,               0.001288,               0.001288,               0.001288
                    178,                0.71195,                0.62311,                 1.2119,                0.89334,                0.83071,                0.90848,                 0.6126,                 1.1687,                0.66096,                 1.4062,              0.0012385,              0.0012385,              0.0012385
                    179,                0.70656,                 0.6222,                 1.2081,                0.89202,                0.83262,                0.90895,                0.61249,                 1.1689,                0.66114,                 1.4065,               0.001189,               0.001189,               0.001189
                    180,                0.70264,                0.61472,                 1.2034,                0.89325,                0.83214,                0.90888,                0.61314,                 1.1694,                 0.6614,                 1.4069,              0.0011395,              0.0011395,              0.0011395
                    181,                0.70034,                0.60991,                 1.2045,                0.89208,                0.83369,                0.90902,                0.61303,                 1.1702,                 0.6615,                 1.4076,                0.00109,                0.00109,                0.00109
                    182,                 0.6986,                 0.6072,                 1.2017,                0.89259,                0.83422,                0.90863,                0.61301,                 1.1701,                0.66169,                 1.4081,              0.0010405,              0.0010405,              0.0010405
                    183,                0.69331,                 0.6032,                 1.1971,                0.89314,                0.83309,                0.90853,                0.61323,                 1.1713,                0.66146,                  1.409,               0.000991,               0.000991,               0.000991
                    184,                0.68701,                0.60032,                 1.1941,                0.89359,                0.83293,                0.90852,                0.61326,                 1.1713,                0.66118,                 1.4094,              0.0009415,              0.0009415,              0.0009415
                    185,                0.68643,                 0.5953,                 1.1922,                0.89291,                0.83309,                0.90835,                 0.6127,                 1.1713,                0.66112,                 1.4098,               0.000892,               0.000892,               0.000892
                    186,                0.68519,                0.59513,                  1.192,                0.89047,                0.83548,                0.90806,                0.61312,                 1.1719,                0.66009,                 1.4108,              0.0008425,              0.0008425,              0.0008425
                    187,                0.67753,                0.59112,                 1.1863,                0.88891,                0.83715,                 0.9076,                0.61311,                 1.1726,                0.66022,                 1.4117,               0.000793,               0.000793,               0.000793
                    188,                0.67404,                0.58629,                 1.1846,                0.88907,                0.83596,                0.90734,                0.61329,                 1.1731,                0.66018,                 1.4121,              0.0007435,              0.0007435,              0.0007435
                    189,                0.67113,                0.57913,                 1.1804,                0.89042,                0.83502,                0.90718,                0.61329,                 1.1739,                0.65965,                 1.4133,               0.000694,               0.000694,               0.000694
                    190,                0.65706,                0.41507,                 1.1997,                0.89006,                 0.8358,                0.90704,                0.61281,                 1.1743,                 0.6606,                 1.4142,              0.0006445,              0.0006445,              0.0006445
                    191,                0.63842,                0.39661,                 1.1812,                0.88943,                0.83626,                0.90707,                0.61297,                 1.1747,                0.66117,                  1.415,               0.000595,               0.000595,               0.000595
                    192,                0.62712,                0.38819,                 1.1692,                0.89098,                  0.836,                0.90726,                0.61276,                 1.1751,                0.66252,                 1.4156,              0.0005455,              0.0005455,              0.0005455
                    193,                0.62183,                0.38076,                 1.1647,                0.89166,                0.83597,                0.90675,                0.61271,                 1.1757,                0.66346,                  1.417,               0.000496,               0.000496,               0.000496
                    194,                0.61266,                0.37758,                 1.1587,                0.89301,                0.83476,                0.90617,                0.61235,                 1.1755,                0.66468,                 1.4174,              0.0004465,              0.0004465,              0.0004465
                    195,                0.60291,                 0.3681,                 1.1507,                0.89311,                0.83476,                0.90595,                0.61265,                 1.1761,                0.66542,                 1.4185,               0.000397,               0.000397,               0.000397
                    196,                0.59462,                0.36181,                  1.148,                0.89089,                0.83476,                 0.9055,                0.61291,                 1.1767,                0.66586,                 1.4198,              0.0003475,              0.0003475,              0.0003475
                    197,                0.58855,                0.35845,                 1.1431,                0.89215,                  0.835,                0.90522,                 0.6131,                 1.1771,                 0.6655,                  1.421,               0.000298,               0.000298,               0.000298
                    198,                0.58236,                0.35426,                 1.1393,                0.89158,                0.83524,                0.90507,                0.61284,                 1.1775,                0.66605,                 1.4224,              0.0002485,              0.0002485,              0.0002485
                    199,                0.57479,                0.34758,                 1.1295,                0.89133,                0.83512,                0.90431,                0.61245,                 1.1776,                 0.6667,                 1.4236,               0.000199,               0.000199,               0.000199