File size: 67,536 Bytes
ab19788
 
cda7bcb
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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,                 1.6807,                  2.825,                 1.5496,                0.43033,                0.32273,                0.29425,                0.14914,                  1.604,                 2.2652,                 1.4727,                0.07012,                0.00332,                0.00332
                      1,                 1.6192,                 2.0217,                 1.4554,                0.51011,                0.35769,                0.36604,                0.19079,                  1.675,                 1.9739,                 1.4462,               0.040087,              0.0066204,              0.0066204
                      2,                  1.694,                 1.9936,                 1.4728,                0.42502,                0.32152,                0.29391,                0.14713,                 1.7822,                 2.2039,                 1.5408,               0.010021,              0.0098878,              0.0098878
                      3,                 1.7649,                   2.01,                 1.5189,                0.47212,                0.30175,                  0.303,                0.15071,                 1.7997,                 2.2184,                  1.603,              0.0098515,              0.0098515,              0.0098515
                      4,                 1.7428,                 1.9365,                 1.5216,                0.59643,                0.38497,                0.41844,                0.22192,                 1.6918,                 1.8629,                 1.5313,              0.0098515,              0.0098515,              0.0098515
                      5,                 1.7215,                 1.8761,                 1.5137,                0.58935,                0.41014,                0.44631,                0.23703,                 1.6986,                 1.7803,                 1.5057,               0.009802,               0.009802,               0.009802
                      6,                 1.6848,                 1.7993,                 1.4928,                0.66813,                0.43042,                0.49479,                0.27306,                 1.6374,                 1.6181,                 1.4779,              0.0097525,              0.0097525,              0.0097525
                      7,                 1.6702,                  1.755,                  1.479,                0.69459,                0.43498,                0.49902,                0.26946,                  1.625,                 1.6395,                 1.4657,               0.009703,               0.009703,               0.009703
                      8,                 1.6403,                 1.6852,                 1.4575,                0.65587,                0.40524,                0.46161,                0.25222,                 1.6431,                 1.7177,                 1.4494,              0.0096535,              0.0096535,              0.0096535
                      9,                 1.6278,                 1.6657,                 1.4501,                0.67082,                0.44231,                0.49115,                0.27912,                 1.6009,                  1.639,                 1.4355,               0.009604,               0.009604,               0.009604
                     10,                 1.6095,                  1.617,                 1.4278,                 0.6931,                0.45248,                0.51929,                0.28955,                 1.5891,                 1.5911,                 1.4307,              0.0095545,              0.0095545,              0.0095545
                     11,                 1.6146,                   1.59,                 1.4294,                0.66996,                0.45979,                 0.5108,                0.28919,                 1.5919,                 1.5585,                 1.4364,               0.009505,               0.009505,               0.009505
                     12,                 1.5843,                 1.5524,                 1.4162,                0.69006,                 0.4549,                0.51335,                0.28682,                 1.5677,                 1.5897,                 1.4378,              0.0094555,              0.0094555,              0.0094555
                     13,                 1.5801,                 1.5204,                 1.4099,                0.77089,                0.47692,                0.54783,                0.30962,                 1.5461,                 1.4429,                  1.407,               0.009406,               0.009406,               0.009406
                     14,                 1.5743,                 1.5231,                 1.3967,                0.71969,                0.48916,                0.55763,                0.32227,                 1.5099,                 1.4226,                 1.3864,              0.0093565,              0.0093565,              0.0093565
                     15,                 1.5713,                 1.5057,                 1.3991,                0.70353,                0.48811,                0.54856,                0.31576,                 1.5291,                 1.4424,                 1.3796,               0.009307,               0.009307,               0.009307
                     16,                 1.5566,                  1.486,                 1.3894,                0.73971,                0.48916,                0.56062,                0.32148,                 1.5279,                 1.4416,                 1.3783,              0.0092575,              0.0092575,              0.0092575
                     17,                 1.5643,                 1.4655,                  1.393,                0.72881,                0.47203,                0.54198,                0.32087,                 1.5123,                 1.4756,                 1.3938,               0.009208,               0.009208,               0.009208
                     18,                 1.5461,                 1.4594,                 1.3811,                0.72597,                0.49266,                0.55893,                 0.3236,                 1.5237,                  1.409,                 1.3795,              0.0091585,              0.0091585,              0.0091585
                     19,                 1.5261,                 1.4225,                 1.3851,                0.72969,                0.47949,                0.54705,                0.31338,                 1.5316,                 1.4509,                  1.412,               0.009109,               0.009109,               0.009109
                     20,                  1.512,                 1.4131,                 1.3635,                0.76476,                0.50559,                0.58337,                0.33955,                 1.5002,                 1.3546,                 1.3526,              0.0090595,              0.0090595,              0.0090595
                     21,                 1.5277,                 1.4207,                 1.3702,                 0.7392,                0.48857,                0.55638,                 0.3251,                 1.5195,                 1.4183,                 1.3796,                0.00901,                0.00901,                0.00901
                     22,                  1.523,                  1.384,                 1.3663,                 0.7249,                0.50105,                0.56362,                0.32536,                 1.5012,                 1.3772,                 1.3752,              0.0089605,              0.0089605,              0.0089605
                     23,                 1.5111,                 1.3913,                 1.3598,                0.74821,                0.50184,                0.58358,                0.34168,                 1.5047,                 1.3676,                 1.3716,               0.008911,               0.008911,               0.008911
                     24,                 1.5073,                 1.3641,                 1.3588,                0.74466,                0.53042,                0.60006,                0.35742,                 1.4744,                 1.2729,                 1.3488,              0.0088615,              0.0088615,              0.0088615
                     25,                 1.5007,                 1.3561,                 1.3571,                0.76227,                0.51818,                0.59447,                0.35326,                 1.4713,                 1.2865,                 1.3573,               0.008812,               0.008812,               0.008812
                     26,                 1.5076,                 1.3503,                 1.3486,                0.78395,                0.53032,                0.60811,                0.35818,                  1.478,                 1.2363,                 1.3466,              0.0087625,              0.0087625,              0.0087625
                     27,                   1.48,                 1.3154,                 1.3411,                0.76574,                0.52098,                0.59838,                0.35163,                  1.479,                 1.3231,                 1.3603,               0.008713,               0.008713,               0.008713
                     28,                 1.4886,                 1.3215,                   1.35,                0.77911,                0.52552,                0.60375,                0.35636,                 1.4691,                 1.2649,                   1.35,              0.0086635,              0.0086635,              0.0086635
                     29,                 1.4669,                  1.313,                 1.3371,                0.75028,                 0.5263,                 0.5959,                 0.3548,                 1.4809,                 1.2679,                  1.354,               0.008614,               0.008614,               0.008614
                     30,                 1.4838,                 1.3165,                 1.3368,                0.77278,                0.53147,                0.60526,                0.35435,                  1.473,                 1.2433,                 1.3625,              0.0085645,              0.0085645,              0.0085645
                     31,                 1.4676,                 1.2889,                 1.3331,                 0.7828,                0.53683,                0.61097,                0.36159,                 1.4666,                 1.2362,                 1.3449,               0.008515,               0.008515,               0.008515
                     32,                 1.4598,                 1.2871,                 1.3283,                0.76493,                0.53249,                0.60811,                0.36095,                 1.4816,                 1.2351,                 1.3595,              0.0084655,              0.0084655,              0.0084655
                     33,                 1.4679,                   1.26,                 1.3224,                0.77253,                0.53986,                0.61477,                0.35996,                 1.4731,                 1.2211,                 1.3475,               0.008416,               0.008416,               0.008416
                     34,                 1.4636,                 1.2768,                 1.3338,                 0.8013,                0.54004,                0.62065,                0.36901,                 1.4616,                 1.2041,                 1.3397,              0.0083665,              0.0083665,              0.0083665
                     35,                 1.4415,                 1.2379,                 1.3163,                 0.7833,                 0.5514,                0.62802,                0.36887,                 1.4642,                 1.1838,                 1.3274,               0.008317,               0.008317,               0.008317
                     36,                 1.4429,                 1.2437,                 1.2982,                0.77461,                0.55909,                0.62463,                0.37456,                 1.4542,                 1.1643,                 1.3219,              0.0082675,              0.0082675,              0.0082675
                     37,                 1.4322,                 1.2455,                 1.3075,                0.76724,                 0.4993,                0.57428,                0.33798,                 1.5031,                 1.3065,                 1.3745,               0.008218,               0.008218,               0.008218
                     38,                  1.454,                 1.2297,                  1.313,                0.80829,                0.54103,                0.62549,                0.37109,                 1.4565,                 1.1759,                 1.3307,              0.0081685,              0.0081685,              0.0081685
                     39,                 1.4341,                 1.2407,                 1.3044,                0.77427,                 0.5505,                0.62355,                0.37238,                 1.4454,                 1.1738,                 1.3212,               0.008119,               0.008119,               0.008119
                     40,                 1.4347,                 1.2293,                 1.3065,                0.78962,                 0.5521,                0.62606,                0.37293,                 1.4586,                 1.1817,                 1.3303,              0.0080695,              0.0080695,              0.0080695
                     41,                 1.4323,                 1.2176,                 1.3102,                0.80917,                0.55874,                0.63027,                0.37575,                  1.465,                 1.1817,                 1.3365,                0.00802,                0.00802,                0.00802
                     42,                 1.4202,                 1.1968,                 1.2926,                0.78762,                0.55385,                0.62925,                0.37557,                 1.4519,                 1.1639,                 1.3264,              0.0079705,              0.0079705,              0.0079705
                     43,                  1.426,                 1.1996,                 1.3019,                 0.7865,                0.55001,                0.63281,                0.37755,                  1.456,                  1.158,                 1.3252,               0.007921,               0.007921,               0.007921
                     44,                 1.4035,                 1.1682,                 1.2797,                0.78346,                0.55594,                0.62983,                0.37479,                 1.4458,                 1.1474,                 1.3192,              0.0078715,              0.0078715,              0.0078715
                     45,                  1.429,                 1.1984,                 1.3001,                0.81089,                 0.5535,                0.63258,                 0.3798,                 1.4296,                 1.1438,                 1.3149,               0.007822,               0.007822,               0.007822
                     46,                 1.4098,                 1.1711,                 1.2881,                0.80373,                0.55841,                0.64212,                0.38692,                 1.4266,                  1.134,                 1.3084,              0.0077725,              0.0077725,              0.0077725
                     47,                 1.4205,                  1.187,                 1.2958,                0.80076,                0.55594,                0.63231,                0.37889,                 1.4439,                 1.1298,                 1.3269,               0.007723,               0.007723,               0.007723
                     48,                 1.3991,                 1.1633,                 1.2857,                0.79938,                 0.5542,                0.63605,                0.38024,                 1.4299,                 1.1449,                 1.3203,              0.0076735,              0.0076735,              0.0076735
                     49,                 1.4039,                 1.1808,                 1.2846,                0.79795,                0.56339,                0.64233,                0.38684,                 1.4385,                 1.1185,                 1.2997,               0.007624,               0.007624,               0.007624
                     50,                 1.4101,                 1.1764,                 1.2858,                0.80921,                0.56608,                0.64239,                0.38777,                 1.4337,                 1.1234,                 1.3201,              0.0075745,              0.0075745,              0.0075745
                     51,                 1.3964,                 1.1631,                 1.2795,                 0.8167,                0.56608,                0.65077,                0.39121,                 1.4287,                 1.0993,                 1.3114,               0.007525,               0.007525,               0.007525
                     52,                 1.3985,                  1.146,                 1.2802,                 0.8096,                0.56793,                0.64574,                0.38449,                 1.4443,                 1.1152,                 1.3213,              0.0074755,              0.0074755,              0.0074755
                     53,                 1.3897,                 1.1477,                 1.2755,                0.82505,                0.56224,                0.64634,                0.38827,                 1.4258,                 1.1025,                 1.3084,               0.007426,               0.007426,               0.007426
                     54,                 1.3906,                 1.1429,                 1.2768,                 0.7889,                0.56783,                0.64185,                 0.3842,                  1.432,                 1.1159,                 1.3104,              0.0073765,              0.0073765,              0.0073765
                     55,                 1.4035,                 1.1515,                 1.2845,                0.86057,                0.54056,                0.64883,                0.39203,                 1.4289,                 1.0913,                 1.3112,               0.007327,               0.007327,               0.007327
                     56,                 1.3909,                 1.1367,                 1.2753,                0.81791,                0.56382,                0.64626,                0.38972,                 1.4331,                 1.1079,                 1.3078,              0.0072775,              0.0072775,              0.0072775
                     57,                 1.3842,                 1.1188,                  1.267,                0.82428,                0.57078,                0.64861,                0.39088,                 1.4332,                 1.1017,                 1.3111,               0.007228,               0.007228,               0.007228
                     58,                 1.3857,                 1.1134,                 1.2715,                0.82192,                0.56503,                0.64867,                0.38715,                 1.4278,                 1.1013,                 1.3017,              0.0071785,              0.0071785,              0.0071785
                     59,                 1.3755,                 1.1108,                  1.261,                0.82784,                0.56014,                0.65315,                0.39486,                 1.4252,                 1.0773,                 1.3109,               0.007129,               0.007129,               0.007129
                     60,                 1.3762,                 1.1072,                 1.2625,                 0.8397,                0.58077,                 0.6635,                0.40432,                 1.4184,                 1.0604,                 1.2908,              0.0070795,              0.0070795,              0.0070795
                     61,                 1.3676,                 1.0949,                 1.2546,                 0.8162,                0.57028,                0.64812,                0.38841,                 1.4259,                 1.0824,                 1.2956,                0.00703,                0.00703,                0.00703
                     62,                 1.3739,                 1.1049,                 1.2629,                0.84077,                0.54965,                0.64254,                0.39401,                 1.4145,                 1.0949,                 1.3013,              0.0069805,              0.0069805,              0.0069805
                     63,                 1.3649,                 1.0941,                 1.2616,                0.82373,                0.56045,                0.65026,                0.39102,                 1.4268,                  1.089,                 1.3089,               0.006931,               0.006931,               0.006931
                     64,                 1.3629,                 1.0859,                 1.2558,                0.82448,                0.56119,                0.64756,                0.38819,                 1.4183,                 1.0734,                  1.307,              0.0068815,              0.0068815,              0.0068815
                     65,                 1.3479,                 1.0762,                 1.2525,                0.83469,                0.57483,                0.65574,                0.39804,                 1.4161,                 1.0673,                 1.3004,               0.006832,               0.006832,               0.006832
                     66,                 1.3555,                 1.0883,                  1.257,                0.81661,                0.58636,                0.65924,                0.39972,                 1.4116,                 1.0682,                 1.2988,              0.0067825,              0.0067825,              0.0067825
                     67,                 1.3513,                 1.0728,                 1.2506,                0.84048,                0.56119,                0.65405,                0.39317,                 1.4278,                 1.0788,                 1.3096,               0.006733,               0.006733,               0.006733
                     68,                 1.3507,                 1.0677,                 1.2425,                0.83727,                0.57448,                0.65814,                0.39948,                 1.4116,                 1.0589,                 1.2941,              0.0066835,              0.0066835,              0.0066835
                     69,                 1.3575,                 1.0845,                 1.2473,                0.83116,                0.56803,                0.65248,                0.39557,                 1.4106,                 1.0694,                 1.2934,               0.006634,               0.006634,               0.006634
                     70,                 1.3498,                 1.0644,                 1.2448,                0.80924,                0.57997,                0.65386,                0.39622,                 1.4171,                 1.0577,                 1.2963,              0.0065845,              0.0065845,              0.0065845
                     71,                 1.3512,                 1.0664,                 1.2412,                0.83121,                0.57517,                0.65944,                0.40092,                 1.4208,                  1.041,                 1.2853,               0.006535,               0.006535,               0.006535
                     72,                 1.3369,                 1.0543,                 1.2395,                0.83233,                0.57799,                0.66145,                0.39762,                 1.4164,                 1.0517,                 1.2933,              0.0064855,              0.0064855,              0.0064855
                     73,                 1.3395,                 1.0417,                 1.2355,                0.80306,                 0.5917,                0.65985,                0.40089,                 1.4159,                 1.0511,                 1.2933,               0.006436,               0.006436,               0.006436
                     74,                 1.3345,                 1.0434,                 1.2393,                0.82162,                0.58776,                0.65944,                0.40239,                 1.4209,                 1.0496,                 1.2974,              0.0063865,              0.0063865,              0.0063865
                     75,                 1.3478,                 1.0611,                 1.2464,                0.82042,                0.57867,                0.65836,                0.39747,                  1.419,                 1.0457,                 1.2899,               0.006337,               0.006337,               0.006337
                     76,                 1.3287,                 1.0461,                 1.2347,                 0.8072,                0.58951,                0.66059,                0.39855,                 1.4221,                 1.0441,                 1.2968,              0.0062875,              0.0062875,              0.0062875
                     77,                 1.3435,                 1.0373,                 1.2346,                0.83426,                0.57727,                0.66606,                0.40515,                 1.4045,                 1.0191,                 1.2897,               0.006238,               0.006238,               0.006238
                     78,                 1.3342,                 1.0258,                 1.2307,                0.82738,                0.58392,                0.65593,                0.39894,                 1.4215,                 1.0376,                  1.296,              0.0061885,              0.0061885,              0.0061885
                     79,                 1.3323,                 1.0332,                 1.2312,                0.83234,                0.58497,                0.66359,                0.40199,                 1.4083,                 1.0225,                  1.296,               0.006139,               0.006139,               0.006139
                     80,                 1.3246,                 1.0273,                  1.226,                0.82653,                0.57762,                0.66235,                0.40027,                 1.4156,                 1.0301,                 1.2923,              0.0060895,              0.0060895,              0.0060895
                     81,                 1.3182,                 1.0163,                  1.224,                0.81681,                0.59554,                0.66384,                0.40327,                 1.4191,                 1.0218,                 1.2874,                0.00604,                0.00604,                0.00604
                     82,                 1.3127,                 1.0068,                 1.2164,                0.81826,                0.58718,                0.66005,                0.40313,                 1.4166,                 1.0228,                 1.2923,              0.0059905,              0.0059905,              0.0059905
                     83,                 1.3242,                 1.0188,                 1.2222,                0.83671,                0.57587,                0.66075,                0.40042,                 1.4108,                 1.0423,                 1.2916,               0.005941,               0.005941,               0.005941
                     84,                 1.3199,                 1.0134,                 1.2182,                  0.819,                0.59755,                0.66501,                0.40302,                 1.4115,                 1.0251,                  1.286,              0.0058915,              0.0058915,              0.0058915
                     85,                 1.3149,                 1.0054,                 1.2212,                 0.8284,                0.58671,                0.66237,                0.40492,                 1.4093,                  1.029,                 1.2868,               0.005842,               0.005842,               0.005842
                     86,                 1.3147,                 1.0117,                  1.228,                0.85141,                0.57698,                0.66397,                0.40248,                 1.4109,                 1.0221,                 1.2926,              0.0057925,              0.0057925,              0.0057925
                     87,                 1.3116,                0.98581,                 1.2197,                0.82383,                0.59196,                0.66762,                0.40537,                 1.3988,                 1.0094,                  1.286,               0.005743,               0.005743,               0.005743
                     88,                 1.3022,                0.99237,                 1.2187,                0.82083,                0.58881,                0.66185,                0.40642,                  1.406,                 1.0127,                 1.2832,              0.0056935,              0.0056935,              0.0056935
                     89,                 1.2987,                0.99586,                 1.2182,                0.80502,                0.58466,                0.65935,                0.40361,                 1.4088,                 1.0274,                 1.2875,               0.005644,               0.005644,               0.005644
                     90,                 1.3033,                0.99278,                 1.2105,                0.84996,                0.58287,                0.66824,                0.40733,                 1.4141,                 1.0009,                 1.2861,              0.0055945,              0.0055945,              0.0055945
                     91,                 1.3007,                0.98196,                 1.2117,                0.83916,                0.58986,                0.66919,                0.40563,                 1.4164,                0.98928,                 1.2886,               0.005545,               0.005545,               0.005545
                     92,                 1.2967,                0.97628,                 1.2081,                0.83935,                0.58077,                 0.6671,                0.40825,                 1.4223,                 1.0084,                 1.2957,              0.0054955,              0.0054955,              0.0054955
                     93,                 1.2892,                0.98793,                 1.2038,                  0.861,                0.57832,                0.66662,                 0.4035,                 1.4145,                 1.0093,                  1.295,               0.005446,               0.005446,               0.005446
                     94,                 1.2893,                0.97171,                 1.2063,                0.82647,                0.58811,                0.66644,                0.40514,                 1.4016,                 1.0058,                 1.2795,              0.0053965,              0.0053965,              0.0053965
                     95,                 1.2896,                0.96643,                 1.2123,                0.84603,                0.58599,                0.66747,                0.40283,                 1.4133,                 1.0129,                 1.2901,               0.005347,               0.005347,               0.005347
                     96,                 1.2863,                0.96771,                 1.2006,                0.82819,                0.59665,                0.66927,                0.40612,                 1.4088,                 1.0025,                 1.2842,              0.0052975,              0.0052975,              0.0052975
                     97,                 1.2927,                0.97712,                 1.2044,                0.85069,                0.58636,                0.67546,                0.41273,                 1.4122,                 1.0065,                 1.2895,               0.005248,               0.005248,               0.005248
                     98,                 1.2888,                0.96355,                 1.2046,                0.84182,                0.58427,                0.67265,                0.41074,                 1.4064,                0.99484,                 1.2834,              0.0051985,              0.0051985,              0.0051985
                     99,                 1.2788,                0.95679,                 1.2048,                0.83331,                0.59336,                0.67209,                0.41079,                 1.4105,                0.99511,                 1.2831,               0.005149,               0.005149,               0.005149
                    100,                 1.2832,                0.96245,                 1.1977,                0.82593,                0.60175,                0.66993,                 0.4056,                 1.4137,                 1.0016,                 1.2858,              0.0050995,              0.0050995,              0.0050995
                    101,                 1.2786,                0.94918,                 1.1935,                0.83878,                0.59305,                 0.6743,                0.41074,                 1.4156,                 1.0053,                 1.2865,                0.00505,                0.00505,                0.00505
                    102,                 1.2809,                 0.9651,                  1.198,                0.84213,                0.59125,                0.67226,                0.40915,                 1.4071,                0.99209,                 1.2801,              0.0050005,              0.0050005,              0.0050005
                    103,                  1.273,                0.95505,                  1.195,                0.83016,                 0.6014,                0.67472,                0.41062,                 1.4107,                0.99059,                 1.2851,               0.004951,               0.004951,               0.004951
                    104,                 1.2628,                 0.9294,                 1.1877,                0.84172,                0.60245,                0.67981,                0.41197,                 1.4181,                0.98928,                 1.2991,              0.0049015,              0.0049015,              0.0049015
                    105,                 1.2635,                0.93296,                 1.1876,                 0.8379,                0.59336,                0.67006,                0.40947,                 1.4077,                0.99319,                 1.2844,               0.004852,               0.004852,               0.004852
                    106,                 1.2631,                 0.9357,                 1.1883,                0.86177,                0.59231,                0.67495,                0.41205,                 1.4073,                0.98392,                  1.289,              0.0048025,              0.0048025,              0.0048025
                    107,                 1.2588,                0.91955,                 1.1823,                0.85402,                0.58299,                0.67482,                0.41313,                 1.4051,                0.98756,                 1.2849,               0.004753,               0.004753,               0.004753
                    108,                 1.2705,                0.93248,                 1.1924,                0.82825,                 0.5969,                0.67524,                0.41329,                 1.3995,                0.99111,                 1.2799,              0.0047035,              0.0047035,              0.0047035
                    109,                 1.2531,                0.92575,                 1.1843,                 0.8533,                0.58777,                0.67532,                0.41287,                 1.4049,                0.98735,                 1.2826,               0.004654,               0.004654,               0.004654
                    110,                 1.2537,                0.91425,                 1.1822,                0.84108,                0.58916,                0.67416,                0.41109,                 1.4054,                0.99739,                 1.2869,              0.0046045,              0.0046045,              0.0046045
                    111,                 1.2523,                0.91095,                 1.1846,                0.83807,                0.59176,                0.67485,                0.40907,                 1.4137,                0.99855,                 1.2875,               0.004555,               0.004555,               0.004555
                    112,                 1.2502,                0.92062,                   1.18,                0.85702,                0.58287,                0.67243,                0.40876,                 1.4086,                 1.0033,                 1.2859,              0.0045055,              0.0045055,              0.0045055
                    113,                 1.2407,                0.90094,                 1.1765,                0.84081,                0.58776,                0.67268,                0.41014,                  1.413,                0.99918,                 1.2936,               0.004456,               0.004456,               0.004456
                    114,                 1.2461,                0.91075,                 1.1797,                0.83986,                0.59301,                 0.6731,                0.41265,                 1.4122,                 0.9902,                 1.2913,              0.0044065,              0.0044065,              0.0044065
                    115,                  1.232,                0.89954,                 1.1755,                0.84538,                 0.5951,                0.67971,                0.41432,                 1.4082,                0.97616,                 1.2855,               0.004357,               0.004357,               0.004357
                    116,                 1.2301,                0.88614,                 1.1687,                0.86413,                0.58636,                0.67739,                0.40961,                 1.4115,                0.98957,                 1.2859,              0.0043075,              0.0043075,              0.0043075
                    117,                 1.2408,                0.90694,                 1.1755,                0.85289,                0.58786,                0.67696,                0.41073,                 1.4138,                 0.9801,                 1.2889,               0.004258,               0.004258,               0.004258
                    118,                 1.2392,                0.89166,                 1.1685,                0.85003,                0.59651,                0.67835,                0.41071,                 1.4103,                0.98197,                 1.2835,              0.0042085,              0.0042085,              0.0042085
                    119,                 1.2407,                 0.8937,                 1.1714,                0.83505,                0.59473,                0.67501,                0.40937,                 1.4212,                0.98549,                 1.2924,               0.004159,               0.004159,               0.004159
                    120,                  1.238,                 0.8874,                 1.1729,                0.85819,                0.59825,                0.67717,                0.41142,                 1.4096,                 0.9719,                 1.2862,              0.0041095,              0.0041095,              0.0041095
                    121,                 1.2216,                0.87901,                 1.1604,                0.87099,                 0.5951,                0.68008,                0.41197,                 1.4087,                0.96693,                 1.2826,                0.00406,                0.00406,                0.00406
                    122,                 1.2292,                0.88606,                 1.1668,                0.86997,                0.59188,                0.67751,                0.41237,                 1.4096,                0.97878,                 1.2843,              0.0040105,              0.0040105,              0.0040105
                    123,                 1.2264,                0.87497,                  1.164,                0.87239,                0.58564,                0.67639,                0.41298,                 1.4047,                0.98346,                 1.2794,               0.003961,               0.003961,               0.003961
                    124,                 1.2233,                0.88174,                 1.1604,                0.84885,                0.60175,                0.67596,                0.41414,                 1.4051,                0.98284,                  1.279,              0.0039115,              0.0039115,              0.0039115
                    125,                 1.2126,                0.85867,                 1.1573,                0.85819,                0.60035,                 0.6756,                0.41321,                 1.4076,                0.97664,                 1.2809,               0.003862,               0.003862,               0.003862
                    126,                 1.2145,                0.86252,                 1.1606,                0.86421,                0.59416,                0.67661,                0.41283,                 1.4046,                0.97581,                 1.2784,              0.0038125,              0.0038125,              0.0038125
                    127,                 1.2074,                0.86406,                 1.1586,                0.86225,                 0.5951,                0.67776,                0.41336,                 1.4036,                0.97905,                 1.2798,               0.003763,               0.003763,               0.003763
                    128,                 1.2235,                0.86374,                 1.1618,                0.81714,                0.60874,                0.67633,                 0.4133,                 1.4038,                0.98278,                 1.2777,              0.0037135,              0.0037135,              0.0037135
                    129,                 1.2017,                0.85978,                 1.1522,                0.84421,                0.59091,                0.67751,                0.41305,                 1.4095,                 0.9842,                 1.2818,               0.003664,               0.003664,               0.003664
                    130,                 1.2174,                0.85664,                 1.1612,                0.84137,                0.59965,                0.67722,                0.41459,                 1.4099,                0.97305,                 1.2841,              0.0036145,              0.0036145,              0.0036145
                    131,                 1.2083,                0.85806,                 1.1562,                0.86898,                0.59056,                0.67789,                0.41308,                  1.413,                0.97665,                 1.2866,               0.003565,               0.003565,               0.003565
                    132,                 1.1985,                0.84308,                 1.1466,                0.86112,                0.59405,                0.67871,                 0.4144,                 1.4166,                0.97008,                 1.2856,              0.0035155,              0.0035155,              0.0035155
                    133,                 1.2112,                0.85707,                 1.1496,                0.85604,                0.59755,                0.67961,                 0.4127,                 1.4163,                0.97423,                  1.287,               0.003466,               0.003466,               0.003466
                    134,                 1.1971,                0.84008,                 1.1444,                0.85019,                 0.5958,                0.68006,                  0.413,                 1.4155,                 0.9676,                 1.2893,              0.0034165,              0.0034165,              0.0034165
                    135,                 1.1792,                0.83404,                 1.1403,                0.85915,                0.59076,                0.68008,                0.41319,                 1.4104,                0.96955,                  1.286,               0.003367,               0.003367,               0.003367
                    136,                 1.1967,                0.84324,                 1.1451,                0.85365,                0.58846,                0.67741,                0.41292,                 1.4172,                0.98239,                 1.2884,              0.0033175,              0.0033175,              0.0033175
                    137,                 1.1956,                0.84569,                 1.1508,                0.84256,                 0.5951,                0.68164,                0.41627,                  1.421,                 0.9708,                 1.2874,               0.003268,               0.003268,               0.003268
                    138,                 1.1882,                0.83071,                 1.1449,                0.87157,                0.58612,                 0.6807,                0.41617,                 1.4165,                0.97314,                 1.2841,              0.0032185,              0.0032185,              0.0032185
                    139,                 1.1912,                0.82334,                 1.1425,                0.85284,                0.59161,                0.67903,                0.41545,                 1.4189,                0.96996,                 1.2837,               0.003169,               0.003169,               0.003169
                    140,                 1.1842,                0.82708,                 1.1377,                0.86171,                0.58828,                0.67852,                0.41636,                 1.4195,                0.97886,                 1.2877,              0.0031195,              0.0031195,              0.0031195
                    141,                 1.1841,                0.81601,                 1.1341,                0.84127,                 0.5986,                0.67854,                0.41649,                 1.4164,                0.97542,                 1.2829,                0.00307,                0.00307,                0.00307
                    142,                 1.1794,                0.81923,                  1.142,                0.84642,                0.59545,                0.67845,                0.41467,                  1.419,                0.97936,                 1.2869,              0.0030205,              0.0030205,              0.0030205
                    143,                 1.1718,                0.81383,                 1.1326,                0.85849,                0.59301,                0.68071,                0.41465,                 1.4217,                0.97778,                 1.2895,               0.002971,               0.002971,               0.002971
                    144,                 1.1639,                0.81852,                 1.1278,                0.85659,                 0.5958,                0.68024,                0.41632,                 1.4197,                0.97056,                 1.2876,              0.0029215,              0.0029215,              0.0029215
                    145,                 1.1684,                0.80988,                 1.1352,                0.86518,                0.59615,                0.68101,                0.41556,                  1.422,                0.97091,                 1.2887,               0.002872,               0.002872,               0.002872
                    146,                 1.1662,                0.80819,                 1.1262,                 0.8458,                0.59755,                0.67824,                0.41533,                 1.4212,                0.97491,                 1.2865,              0.0028225,              0.0028225,              0.0028225
                    147,                 1.1746,                0.81408,                 1.1311,                0.84898,                 0.5958,                0.67707,                0.41472,                 1.4214,                0.96835,                 1.2834,               0.002773,               0.002773,               0.002773
                    148,                 1.1606,                0.81199,                 1.1317,                0.88348,                0.58322,                0.67798,                0.41564,                 1.4235,                0.96922,                 1.2872,              0.0027235,              0.0027235,              0.0027235
                    149,                 1.1604,                0.80039,                 1.1299,                0.86199,                0.59126,                0.67706,                0.41414,                 1.4233,                0.97899,                 1.2873,               0.002674,               0.002674,               0.002674
                    150,                   1.16,                 0.8026,                 1.1297,                 0.8458,                0.59965,                0.67506,                 0.4132,                 1.4256,                0.98193,                 1.2917,              0.0026245,              0.0026245,              0.0026245
                    151,                 1.1528,                0.78065,                 1.1253,                0.85198,                 0.5993,                0.67543,                0.41371,                 1.4288,                0.97783,                 1.2942,               0.002575,               0.002575,               0.002575
                    152,                 1.1724,                0.80912,                  1.129,                0.85765,                0.59408,                0.67744,                0.41383,                 1.4262,                 0.9697,                 1.2892,              0.0025255,              0.0025255,              0.0025255
                    153,                 1.1538,                0.78783,                 1.1242,                0.84439,                0.59825,                0.67591,                0.41392,                  1.429,                 0.9684,                  1.294,               0.002476,               0.002476,               0.002476
                    154,                 1.1516,                0.79047,                 1.1244,                0.84417,                0.60234,                0.67631,                0.41417,                 1.4265,                0.97411,                 1.2915,              0.0024265,              0.0024265,              0.0024265
                    155,                  1.138,                0.78198,                 1.1175,                0.85528,                0.58951,                0.67699,                0.41556,                  1.428,                0.97502,                 1.2923,               0.002377,               0.002377,               0.002377
                    156,                  1.137,                0.77881,                 1.1123,                0.83069,                0.60385,                0.67632,                0.41448,                 1.4265,                0.97641,                 1.2926,              0.0023275,              0.0023275,              0.0023275
                    157,                 1.1316,                0.78246,                 1.1145,                0.83957,                0.60201,                0.67724,                0.41629,                 1.4221,                0.97818,                 1.2907,               0.002278,               0.002278,               0.002278
                    158,                 1.1357,                0.77506,                 1.1138,                0.82913,                0.60569,                 0.6781,                0.41617,                 1.4237,                0.98173,                 1.2905,              0.0022285,              0.0022285,              0.0022285
                    159,                 1.1248,                0.76771,                 1.1092,                 0.8386,                0.60559,                0.67761,                 0.4171,                 1.4212,                0.97918,                 1.2899,               0.002179,               0.002179,               0.002179
                    160,                 1.1356,                0.77451,                 1.1104,                0.83623,                0.60701,                0.67636,                0.41593,                 1.4209,                0.97332,                 1.2896,              0.0021295,              0.0021295,              0.0021295
                    161,                  1.134,                0.76799,                 1.1094,                0.84879,                0.60035,                0.67574,                0.41592,                 1.4227,                0.97895,                   1.29,                0.00208,                0.00208,                0.00208
                    162,                  1.132,                0.77192,                 1.1138,                0.83745,                0.60699,                0.67648,                0.41545,                 1.4242,                0.97884,                 1.2906,              0.0020305,              0.0020305,              0.0020305
                    163,                 1.1285,                0.76274,                 1.1092,                0.82767,                0.60769,                0.67549,                 0.4145,                  1.426,                0.97928,                 1.2919,               0.001981,               0.001981,               0.001981
                    164,                 1.1218,                0.76612,                 1.1086,                0.85035,                0.59604,                0.67606,                0.41457,                  1.429,                 0.9791,                 1.2958,              0.0019315,              0.0019315,              0.0019315
                    165,                 1.1258,                0.75775,                 1.1126,                0.85585,                0.59371,                0.67629,                0.41465,                 1.4302,                0.97716,                  1.296,               0.001882,               0.001882,               0.001882
                    166,                 1.1222,                0.76784,                 1.1104,                 0.8557,                0.59508,                0.67563,                0.41399,                 1.4289,                0.97896,                 1.2957,              0.0018325,              0.0018325,              0.0018325
                    167,                 1.1071,                0.75061,                 1.0991,                0.85688,                0.59371,                0.67497,                0.41451,                 1.4278,                0.97531,                 1.2955,               0.001783,               0.001783,               0.001783
                    168,                 1.1098,                0.75072,                 1.1064,                0.84308,                 0.5993,                 0.6749,                0.41355,                 1.4288,                0.97582,                 1.2941,              0.0017335,              0.0017335,              0.0017335
                    169,                 1.1037,                0.74601,                 1.1026,                0.84749,                0.59652,                0.67517,                0.41258,                 1.4303,                0.97896,                 1.2953,               0.001684,               0.001684,               0.001684
                    170,                 1.1075,                0.74198,                 1.0988,                  0.842,                0.60001,                0.67364,                 0.4114,                 1.4306,                0.98489,                 1.2964,              0.0016345,              0.0016345,              0.0016345
                    171,                 1.1097,                0.75222,                 1.0961,                0.83563,                 0.6026,                0.67447,                0.41064,                 1.4299,                0.98628,                 1.2956,               0.001585,               0.001585,               0.001585
                    172,                 1.1103,                0.75019,                  1.101,                0.85997,                0.58916,                0.67337,                0.41119,                 1.4298,                0.98876,                 1.2956,              0.0015355,              0.0015355,              0.0015355
                    173,                 1.1057,                0.74513,                 1.1035,                0.85122,                0.59214,                 0.6733,                0.41148,                 1.4324,                0.99178,                 1.2971,               0.001486,               0.001486,               0.001486
                    174,                 1.0857,                0.72198,                 1.0899,                0.84433,                0.59301,                0.67247,                0.41111,                 1.4322,                0.98995,                 1.2987,              0.0014365,              0.0014365,              0.0014365
                    175,                 1.0914,                0.73522,                  1.092,                0.84383,                0.59325,                0.67127,                0.40985,                 1.4334,                0.98946,                  1.299,               0.001387,               0.001387,               0.001387
                    176,                  1.089,                0.72817,                 1.0917,                0.82929,                 0.5993,                0.67081,                0.40869,                 1.4352,                0.99076,                 1.3001,              0.0013375,              0.0013375,              0.0013375
                    177,                 1.0868,                0.72356,                 1.0952,                0.84389,                0.59545,                0.67295,                0.40969,                 1.4355,                0.98945,                  1.301,               0.001288,               0.001288,               0.001288
                    178,                 1.0917,                0.72675,                 1.0918,                0.85604,                0.59126,                0.67265,                0.40999,                 1.4368,                0.98906,                 1.3026,              0.0012385,              0.0012385,              0.0012385
                    179,                  1.076,                0.71291,                 1.0819,                0.85064,                0.59343,                0.67328,                0.40966,                 1.4361,                0.98484,                 1.3019,               0.001189,               0.001189,               0.001189
                    180,                 1.0914,                0.72038,                  1.088,                0.84102,                 0.5993,                0.67172,                0.40907,                 1.4355,                0.98429,                 1.3003,              0.0011395,              0.0011395,              0.0011395
                    181,                 1.0793,                0.72145,                 1.0846,                0.84508,                0.59509,                0.67155,                0.40922,                 1.4377,                0.98697,                 1.3012,                0.00109,                0.00109,                0.00109
                    182,                 1.0791,                 0.7169,                 1.0846,                0.84832,                0.59251,                0.67087,                0.40862,                 1.4397,                0.98961,                 1.3031,              0.0010405,              0.0010405,              0.0010405
                    183,                 1.0743,                0.71788,                  1.086,                0.83539,                0.59685,                0.67023,                0.40881,                  1.441,                0.99269,                 1.3045,               0.000991,               0.000991,               0.000991
                    184,                 1.0703,                0.71638,                 1.0833,                0.82175,                0.60245,                0.66945,                0.40854,                 1.4407,                0.99247,                 1.3047,              0.0009415,              0.0009415,              0.0009415
                    185,                 1.0696,                0.70857,                 1.0816,                0.83587,                 0.5972,                0.66899,                0.40793,                 1.4421,                0.99294,                 1.3056,               0.000892,               0.000892,               0.000892
                    186,                 1.0647,                0.70106,                 1.0778,                0.83387,                 0.5979,                0.66919,                0.40775,                 1.4427,                0.99277,                 1.3058,              0.0008425,              0.0008425,              0.0008425
                    187,                 1.0726,                0.70511,                  1.081,                0.84941,                0.58969,                0.66889,                0.40708,                  1.444,                0.99425,                 1.3061,               0.000793,               0.000793,               0.000793
                    188,                 1.0705,                0.70233,                 1.0828,                0.84602,                0.59172,                0.66913,                0.40774,                 1.4458,                0.99414,                 1.3073,              0.0007435,              0.0007435,              0.0007435
                    189,                 1.0688,                 0.7073,                 1.0752,                0.84441,                0.59266,                0.66831,                0.40803,                 1.4476,                0.99424,                  1.308,               0.000694,               0.000694,               0.000694
                    190,                0.98544,                0.55537,                 1.0333,                0.86013,                0.58531,                0.66868,                0.40809,                 1.4485,                0.99514,                 1.3085,              0.0006445,              0.0006445,              0.0006445
                    191,                0.98159,                0.55272,                 1.0361,                0.84548,                0.59196,                0.66834,                0.40699,                  1.449,                0.99519,                 1.3085,               0.000595,               0.000595,               0.000595
                    192,                0.97881,                0.55298,                 1.0357,                0.84764,                0.59134,                0.66905,                0.40746,                 1.4507,                 0.9968,                 1.3096,              0.0005455,              0.0005455,              0.0005455
                    193,                0.97257,                0.54343,                 1.0306,                0.84826,                0.59091,                0.66892,                0.40755,                 1.4506,                0.99655,                 1.3099,               0.000496,               0.000496,               0.000496
                    194,                0.96884,                0.54476,                 1.0322,                0.84895,                0.58916,                 0.6686,                0.40741,                 1.4499,                0.99691,                 1.3089,              0.0004465,              0.0004465,              0.0004465
                    195,                0.96581,                0.53534,                 1.0264,                0.84849,                0.58881,                0.66839,                0.40712,                 1.4508,                0.99821,                 1.3092,               0.000397,               0.000397,               0.000397
                    196,                0.95421,                0.53346,                 1.0247,                0.84868,                0.58741,                0.66876,                0.40633,                 1.4509,                0.99956,                 1.3096,              0.0003475,              0.0003475,              0.0003475
                    197,                0.95498,                0.53348,                  1.023,                0.85389,                0.58427,                 0.6672,                0.40603,                 1.4524,                 1.0004,                 1.3107,               0.000298,               0.000298,               0.000298
                    198,                0.94771,                0.52207,                  1.019,                0.85598,                0.58112,                0.66701,                0.40527,                 1.4527,                 1.0027,                 1.3114,              0.0002485,              0.0002485,              0.0002485
                    199,                0.94807,                0.52596,                 1.0178,                0.85721,                0.57932,                0.66656,                0.40482,                 1.4532,                 1.0047,                 1.3125,               0.000199,               0.000199,               0.000199