Epoch,Train_Loss,Val_Loss,Temperature,Learning_Rate,Time_Sec,Top1,Top5,Top10
1,4.82342,4.06071,9.9929,1.00e-04,13.0,0.0060,0.0904,0.1687
2,4.53827,3.86601,9.9912,1.00e-04,12.8,0.0241,0.0964,0.2289
3,4.42928,3.99893,9.9918,1.00e-04,12.7,0.0181,0.0663,0.1265
4,4.35031,3.59207,9.9901,1.00e-04,12.9,0.0361,0.2349,0.3614
5,4.23126,3.57155,9.9924,1.00e-04,12.5,0.0361,0.2289,0.3735
6,4.06766,3.16560,9.9960,1.00e-04,12.7,0.0843,0.2711,0.4819
7,3.95082,3.48573,10.0037,1.00e-04,12.9,0.0482,0.1928,0.3554
8,3.87955,2.94182,10.0093,1.00e-04,12.4,0.0904,0.3554,0.5422
9,3.79866,2.98490,10.0184,1.00e-04,12.8,0.0723,0.3554,0.5120
10,3.84864,2.93596,10.0270,1.00e-04,12.6,0.0843,0.3675,0.5422
11,3.69230,2.81054,10.0372,1.00e-04,12.7,0.0964,0.3554,0.5723
12,3.72569,2.86526,10.0479,1.00e-04,12.4,0.0663,0.3675,0.5843
13,3.66894,2.87908,10.0582,1.00e-04,12.4,0.0904,0.3434,0.5060
14,3.68924,2.81923,10.0701,1.00e-04,12.8,0.1024,0.4217,0.5723
1,4.07397,3.23909,9.9941,1.00e-04,19.9,0.0843,0.2410,0.4096
2,3.67379,2.99853,9.9927,1.00e-04,6.6,0.0843,0.3373,0.4940
3,3.55730,2.90398,9.9932,1.00e-04,6.6,0.0843,0.3494,0.5181
4,3.35797,2.70807,9.9966,1.00e-04,6.6,0.1446,0.4578,0.6265
5,3.26242,2.61342,10.0014,1.00e-04,6.2,0.1807,0.4699,0.6627
6,3.18671,2.53613,10.0090,1.00e-04,6.0,0.1325,0.3614,0.5542
7,3.20169,2.43230,10.0165,1.00e-04,6.3,0.1807,0.4337,0.6024
8,3.20419,2.31302,10.0237,1.00e-04,6.3,0.2048,0.5181,0.7108
9,3.01419,2.32435,10.0335,1.00e-04,6.2,0.1928,0.5783,0.7349
10,3.02271,2.14632,10.0441,1.00e-04,6.4,0.2169,0.5663,0.6867
11,2.93911,2.22597,10.0560,1.00e-04,6.4,0.1807,0.5422,0.7108
12,3.11821,2.24277,10.0619,1.00e-04,6.3,0.2169,0.6145,0.7229
13,2.85091,2.06096,10.0720,1.00e-04,6.3,0.2048,0.5783,0.7711
14,3.21036,2.35160,10.0792,1.00e-04,6.5,0.1687,0.4819,0.6988
15,2.90263,2.04104,10.0874,1.00e-04,6.3,0.2410,0.6024,0.7590
16,2.82885,1.99801,10.0993,9.99e-05,6.3,0.2892,0.5301,0.7952
17,2.78001,1.92614,10.1132,9.99e-05,6.3,0.2530,0.6386,0.7711
18,2.74597,1.86987,10.1261,9.99e-05,6.5,0.2651,0.6024,0.8072
19,2.60727,1.95549,10.1408,9.99e-05,6.4,0.2289,0.6145,0.7349
20,2.58548,1.80616,10.1560,9.99e-05,6.4,0.3012,0.6867,0.8072
21,2.79958,1.86726,10.1678,9.99e-05,6.4,0.2289,0.6386,0.8434
22,2.65085,1.86312,10.1801,9.99e-05,6.5,0.2651,0.6024,0.7831
23,2.64630,1.84569,10.1945,9.99e-05,6.4,0.2530,0.6506,0.7952
24,2.52842,1.77651,10.2095,9.99e-05,6.5,0.2771,0.7108,0.8434
25,2.51616,1.68829,10.2227,9.99e-05,6.5,0.2771,0.6627,0.8675
26,2.44897,1.65909,10.2372,9.98e-05,6.4,0.3133,0.7349,0.8313
27,2.47707,1.57941,10.2515,9.98e-05,6.3,0.3373,0.7711,0.8795
28,2.40714,1.61719,10.2664,9.98e-05,6.2,0.3133,0.7470,0.8795
29,2.35086,1.55929,10.2823,9.98e-05,6.5,0.3373,0.7590,0.9036
30,2.36246,1.61169,10.2972,9.98e-05,6.5,0.3012,0.7349,0.8434
31,2.37707,1.59943,10.3123,9.98e-05,6.6,0.3614,0.7470,0.8072
32,2.48751,1.60597,10.3269,9.98e-05,6.5,0.3373,0.7229,0.8675
33,2.37432,1.49832,10.3380,9.97e-05,6.4,0.3133,0.7229,0.9157
34,2.34165,1.45313,10.3514,9.97e-05,6.7,0.4458,0.7711,0.9277
35,2.19958,1.51628,10.3661,9.97e-05,6.4,0.4217,0.7470,0.8675
36,2.12037,1.46010,10.3820,9.97e-05,6.3,0.3494,0.7349,0.8916
37,2.37258,1.64396,10.3954,9.97e-05,6.5,0.3253,0.6747,0.8193
38,2.32901,1.43304,10.4078,9.97e-05,6.3,0.3735,0.8072,0.9036
39,2.23194,1.50053,10.4220,9.96e-05,6.3,0.3976,0.7349,0.8675
40,2.16503,1.43634,10.4370,9.96e-05,6.4,0.3855,0.7831,0.8916
41,2.20163,1.38767,10.4524,9.96e-05,6.4,0.4337,0.8313,0.9398
42,2.15123,1.36777,10.4668,9.96e-05,6.5,0.3976,0.7831,0.8675
43,2.23398,1.44215,10.4812,9.96e-05,6.5,0.4096,0.8072,0.8916
44,2.16733,1.38318,10.4955,9.95e-05,6.3,0.3735,0.7711,0.9036
45,2.18240,1.34926,10.5099,9.95e-05,6.4,0.4096,0.7952,0.9518
46,2.09491,1.29918,10.5249,9.95e-05,6.4,0.4217,0.8313,0.9157
47,2.15108,1.33343,10.5387,9.95e-05,6.4,0.4458,0.8434,0.9157
48,1.97286,1.29481,10.5535,9.95e-05,6.4,0.3855,0.7952,0.9157
49,2.02987,1.31155,10.5692,9.94e-05,6.3,0.4458,0.8193,0.9036
50,1.99698,1.28404,10.5842,9.94e-05,6.4,0.4458,0.7952,0.9036
51,2.03947,1.22245,10.5987,9.94e-05,6.5,0.4458,0.8072,0.9157
52,1.92584,1.21892,10.6133,9.94e-05,6.6,0.4819,0.8554,0.9398
53,2.00607,1.25564,10.6259,9.93e-05,6.2,0.4217,0.7952,0.9036
54,1.97055,1.33638,10.6393,9.93e-05,6.5,0.4699,0.8193,0.9277
55,1.93810,1.20346,10.6543,9.93e-05,6.5,0.4940,0.8193,0.9639
56,1.87175,1.17599,10.6694,9.93e-05,6.3,0.4940,0.8554,0.9398
57,1.79607,1.11565,10.6849,9.92e-05,6.3,0.4458,0.8795,0.9759
58,2.00276,1.22649,10.6998,9.92e-05,6.5,0.4699,0.8675,0.9157
59,1.90656,1.28610,10.7149,9.92e-05,6.5,0.3976,0.8072,0.9036
60,1.90436,1.26742,10.7282,9.91e-05,6.6,0.4217,0.8193,0.8916
61,1.80436,1.17956,10.7421,9.91e-05,6.5,0.4217,0.8313,0.9518
62,1.76017,1.10958,10.7562,9.91e-05,6.4,0.5542,0.8675,0.9277
63,1.88610,1.14489,10.7711,9.91e-05,6.6,0.5181,0.8675,0.9157
64,1.84604,1.21559,10.7852,9.90e-05,6.4,0.5301,0.8313,0.9036
65,1.90527,1.23469,10.7998,9.90e-05,6.4,0.4578,0.8072,0.9277
66,1.83486,1.14291,10.8129,9.90e-05,6.4,0.5181,0.8434,0.9398
67,1.83739,1.11877,10.8277,9.89e-05,6.6,0.4940,0.8675,0.9277
68,1.70725,1.08683,10.8430,9.89e-05,6.4,0.5181,0.8313,0.9518
69,1.79004,1.12057,10.8578,9.89e-05,6.5,0.5060,0.8916,0.9277
70,1.82791,1.17902,10.8713,9.88e-05,6.3,0.5181,0.8313,0.9277
71,1.93872,1.15225,10.8837,9.88e-05,6.2,0.4699,0.8072,0.9277
72,1.75480,1.02977,10.8977,9.88e-05,6.3,0.4819,0.8675,0.9518
73,1.86800,1.25531,10.9107,9.87e-05,6.5,0.4217,0.8193,0.9398
74,1.85008,1.10417,10.9224,9.87e-05,6.5,0.4819,0.8554,0.9277
75,1.77752,1.05389,10.9367,9.87e-05,6.4,0.5422,0.8434,0.9157
76,1.68137,1.02686,10.9512,9.86e-05,6.5,0.5060,0.8916,0.9398
77,1.83006,1.02616,10.9654,9.86e-05,6.5,0.4940,0.8675,0.9518
78,1.72495,0.94729,10.9795,9.85e-05,6.3,0.5542,0.9157,0.9398
79,1.68286,1.16857,10.9943,9.85e-05,6.3,0.4578,0.8554,0.9398
80,1.69573,1.24924,11.0087,9.85e-05,6.5,0.4578,0.8072,0.9277
81,1.82593,1.04602,11.0228,9.84e-05,6.4,0.5783,0.8554,0.9518
82,1.70213,1.04402,11.0354,9.84e-05,6.4,0.5783,0.8313,0.9398
83,1.66992,1.00011,11.0491,9.84e-05,6.3,0.4819,0.8795,0.9639
84,1.66229,1.13233,11.0630,9.83e-05,6.6,0.5422,0.8434,0.9277
85,1.76353,0.90893,11.0760,9.83e-05,6.6,0.5542,0.8916,0.9639
86,1.62722,0.93887,11.0898,9.82e-05,6.5,0.5663,0.8916,0.9639
87,1.65782,1.07109,11.1047,9.82e-05,6.5,0.5422,0.8313,0.9759
88,1.61360,1.04215,11.1192,9.81e-05,6.4,0.5904,0.8795,0.9759
89,1.62993,0.92571,11.1332,9.81e-05,6.2,0.5422,0.8795,0.9639
90,1.64230,0.90816,11.1475,9.81e-05,6.4,0.5060,0.9157,0.9880
91,1.64896,0.95108,11.1617,9.80e-05,6.4,0.5542,0.8434,0.9639
92,1.64343,0.92894,11.1757,9.80e-05,6.3,0.5542,0.8795,0.9759
93,1.62176,1.00462,11.1896,9.79e-05,6.3,0.5301,0.8675,0.9639
94,1.73429,1.33349,11.2018,9.79e-05,6.4,0.5181,0.8072,0.9036
95,1.70835,0.96056,11.2136,9.78e-05,6.4,0.5422,0.9036,0.9759
96,1.56938,0.99207,11.2274,9.78e-05,6.4,0.5301,0.8434,0.9639
97,1.55251,1.03079,11.2420,9.77e-05,6.3,0.6024,0.8554,0.9639
98,1.63114,1.00993,11.2562,9.77e-05,6.2,0.5783,0.8675,0.9277
99,1.61869,1.01432,11.2695,9.76e-05,6.2,0.5301,0.9036,0.9639
100,1.63000,0.96586,11.2836,9.76e-05,6.3,0.5783,0.9036,0.9759
101,1.66731,0.95381,11.2980,9.76e-05,6.4,0.6024,0.8916,0.9518
102,1.55976,0.95169,11.3103,9.75e-05,6.4,0.5542,0.8916,0.9639
103,1.64673,0.85314,11.3230,9.75e-05,6.6,0.6386,0.9277,0.9759
104,1.44607,0.89969,11.3370,9.74e-05,6.4,0.5783,0.9398,0.9639
105,1.48360,0.92141,11.3509,9.74e-05,6.4,0.5181,0.9157,0.9880
106,1.53985,0.89314,11.3653,9.73e-05,6.3,0.6145,0.9157,0.9639
107,1.51148,0.89873,11.3793,9.73e-05,6.4,0.5904,0.9036,0.9759
108,1.57973,0.89153,11.3933,9.72e-05,6.5,0.5783,0.8916,0.9880
109,1.55070,0.89589,11.4069,9.71e-05,6.4,0.5663,0.9157,0.9639
110,1.57962,0.89061,11.4202,9.71e-05,6.3,0.5301,0.9398,0.9880
111,1.46747,0.94897,11.4330,9.70e-05,6.4,0.5542,0.8795,0.9518
112,1.45223,0.86422,11.4468,9.70e-05,6.5,0.5663,0.9277,0.9759
113,1.49974,1.05247,11.4607,9.69e-05,6.4,0.5181,0.8675,0.9639
114,1.63437,0.91095,11.4726,9.69e-05,6.5,0.5542,0.9157,0.9518
115,1.50159,0.92765,11.4840,9.68e-05,6.3,0.5422,0.9157,0.9759
116,1.56742,0.85430,11.4968,9.68e-05,6.6,0.6024,0.9398,1.0000
117,1.51362,0.90500,11.5105,9.67e-05,6.5,0.5301,0.9157,0.9759
118,1.42617,0.83856,11.5245,9.67e-05,6.3,0.6265,0.9036,0.9518
119,1.47436,0.87326,11.5389,9.66e-05,6.4,0.5904,0.9277,0.9759
120,1.51102,0.85283,11.5523,9.65e-05,6.5,0.6024,0.8795,0.9759
121,1.45586,0.96079,11.5663,9.65e-05,6.6,0.5301,0.8795,0.9639
122,1.52310,0.80477,11.5798,9.64e-05,6.7,0.6145,0.9277,0.9759
123,1.51173,0.82050,11.5929,9.64e-05,6.4,0.6024,0.9398,0.9880
124,1.50440,0.85298,11.6056,9.63e-05,6.6,0.5060,0.9036,0.9880
125,1.61117,0.87619,11.6180,9.63e-05,6.4,0.5663,0.9277,0.9639
126,1.49317,0.85519,11.6309,9.62e-05,6.4,0.5542,0.9157,0.9880
127,1.43883,0.85510,11.6434,9.61e-05,6.3,0.5783,0.9398,0.9759
128,1.49680,0.89415,11.6563,9.61e-05,6.2,0.5422,0.9518,0.9880
129,1.42709,0.86691,11.6700,9.60e-05,6.5,0.6386,0.9277,0.9639
130,1.40778,1.12072,11.6837,9.59e-05,6.5,0.4819,0.8675,0.9759
131,1.58730,1.01489,11.6964,9.59e-05,6.6,0.5422,0.8795,0.9277
132,1.47592,1.04911,11.7074,9.58e-05,6.4,0.6265,0.9036,0.9639
133,1.45442,0.90501,11.7197,9.58e-05,6.5,0.6024,0.9036,0.9639
134,1.38324,0.76476,11.7330,9.57e-05,6.4,0.6145,0.9639,0.9880
135,1.39435,0.81208,11.7470,9.56e-05,6.4,0.6024,0.9398,1.0000
136,1.42733,0.82437,11.7604,9.56e-05,6.3,0.5542,0.9036,1.0000
137,1.38767,0.83738,11.7741,9.55e-05,6.5,0.6265,0.9157,0.9759
138,1.44902,0.82512,11.7879,9.54e-05,6.5,0.6145,0.8916,0.9880
139,1.40707,0.88905,11.8021,9.54e-05,6.5,0.5542,0.9277,0.9639
140,1.46622,0.93481,11.8154,9.53e-05,6.5,0.5663,0.8916,0.9518
141,1.50816,0.79496,11.8263,9.52e-05,6.5,0.5422,0.9398,1.0000
142,1.44933,0.81892,11.8387,9.52e-05,6.3,0.6145,0.9036,0.9880
143,1.31857,0.94861,11.8521,9.51e-05,6.5,0.5663,0.9036,0.9639
144,1.47827,0.89034,11.8651,9.50e-05,6.5,0.5904,0.8795,0.9518
145,1.30811,0.80059,11.8780,9.50e-05,6.4,0.6145,0.9036,0.9880
146,1.33686,0.72550,11.8916,9.49e-05,6.6,0.6145,0.9518,0.9880
147,1.39923,0.90813,11.9053,9.48e-05,6.8,0.5783,0.9157,0.9639
148,1.38990,0.78169,11.9179,9.48e-05,6.7,0.6627,0.9398,0.9759
149,1.28194,0.78356,11.9311,9.47e-05,6.3,0.6265,0.9157,0.9518
150,1.49025,0.81939,11.9424,9.46e-05,6.5,0.5422,0.9277,0.9759
151,1.31511,0.86071,11.9541,9.46e-05,6.5,0.5663,0.9036,0.9639
152,1.28387,0.77181,11.9675,9.45e-05,6.5,0.6386,0.9277,0.9759
153,1.29615,0.84785,11.9807,9.44e-05,6.5,0.5663,0.9277,0.9759
154,1.33409,0.84653,11.9936,9.43e-05,6.6,0.5904,0.9518,0.9639
155,1.36604,0.83382,12.0065,9.43e-05,6.4,0.6024,0.9398,0.9759
156,1.40370,0.74529,12.0193,9.42e-05,6.4,0.6145,0.9518,0.9639
157,1.33900,0.74574,12.0314,9.41e-05,6.6,0.5904,0.9036,0.9759
158,1.31249,0.77831,12.0443,9.40e-05,6.4,0.5663,0.9036,0.9759
159,1.36181,0.69376,12.0579,9.40e-05,6.5,0.6265,0.9398,0.9880
160,1.35842,0.78661,12.0715,9.39e-05,6.4,0.6024,0.9398,0.9759
161,1.31282,0.79957,12.0841,9.38e-05,6.4,0.6627,0.9398,0.9639
162,1.35212,0.78202,12.0973,9.37e-05,6.4,0.6024,0.9277,0.9759
163,1.34869,0.91684,12.1093,9.37e-05,6.6,0.6747,0.8916,0.9398
164,1.29628,0.83833,12.1216,9.36e-05,6.4,0.6747,0.9277,0.9639
165,1.30057,0.77551,12.1346,9.35e-05,6.5,0.6386,0.9277,0.9880
166,1.33835,0.90603,12.1463,9.34e-05,6.5,0.6506,0.9036,0.9518
167,1.33584,0.78131,12.1576,9.34e-05,6.5,0.5181,0.9398,0.9639
168,1.29090,0.74203,12.1701,9.33e-05,6.3,0.6506,0.9639,0.9880
169,1.31275,0.88202,12.1817,9.32e-05,6.2,0.5904,0.9036,0.9759
170,1.27613,0.82874,12.1929,9.31e-05,6.5,0.5783,0.9398,1.0000
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908,0.58561,0.62187,17.3429,2.12e-06,6.4,0.7349,0.9398,0.9759
909,0.60649,0.63985,17.3433,2.07e-06,6.3,0.7229,0.9398,0.9759
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924,0.60300,0.64433,17.3486,1.46e-06,6.5,0.7470,0.9398,0.9639
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928,0.60501,0.65202,17.3496,1.31e-06,6.4,0.7349,0.9398,0.9639
929,0.60501,0.65006,17.3499,1.27e-06,6.3,0.7229,0.9398,0.9639
930,0.51993,0.63358,17.3501,1.24e-06,6.4,0.7349,0.9398,0.9759
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932,0.51850,0.63999,17.3506,1.17e-06,6.6,0.7470,0.9398,0.9759
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934,0.55471,0.62835,17.3511,1.10e-06,6.4,0.7590,0.9398,0.9759
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937,0.61436,0.62311,17.3517,1.01e-06,6.5,0.7470,0.9398,0.9639
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939,0.61855,0.62752,17.3521,9.45e-07,6.4,0.7229,0.9398,0.9639
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943,0.59442,0.61916,17.3528,8.28e-07,6.4,0.7229,0.9398,0.9639
944,0.56421,0.63014,17.3529,8.00e-07,6.4,0.7229,0.9398,0.9639
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949,0.54395,0.63562,17.3536,6.66e-07,6.5,0.7470,0.9398,0.9639
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951,0.61945,0.62657,17.3539,6.16e-07,6.4,0.7590,0.9398,0.9639
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953,0.57500,0.61267,17.3541,5.67e-07,6.4,0.7590,0.9398,0.9639
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955,0.58623,0.64010,17.3543,5.21e-07,6.6,0.7229,0.9398,0.9759
956,0.56597,0.61706,17.3544,4.99e-07,6.4,0.7470,0.9398,0.9639
957,0.54256,0.62605,17.3545,4.77e-07,6.4,0.7349,0.9398,0.9639
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962,0.56777,0.63434,17.3550,3.75e-07,6.5,0.7470,0.9398,0.9639
963,0.58005,0.62322,17.3550,3.56e-07,6.4,0.7470,0.9398,0.9639
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966,0.59148,0.65014,17.3552,3.02e-07,6.5,0.7349,0.9398,0.9639
967,0.57357,0.62346,17.3553,2.85e-07,6.6,0.7229,0.9398,0.9639
968,0.57436,0.65253,17.3553,2.68e-07,6.4,0.7470,0.9398,0.9639
969,0.58046,0.63050,17.3554,2.52e-07,6.6,0.7349,0.9398,0.9639
970,0.58669,0.62556,17.3554,2.37e-07,6.5,0.7349,0.9398,0.9639
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972,0.54621,0.63926,17.3555,2.07e-07,6.4,0.7229,0.9398,0.9518
973,0.50250,0.64639,17.3556,1.93e-07,6.2,0.7108,0.9398,0.9639
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977,0.55385,0.62796,17.3557,1.42e-07,6.4,0.7470,0.9398,0.9639
978,0.59390,0.62538,17.3557,1.30e-07,6.4,0.7470,0.9398,0.9639
979,0.60681,0.62701,17.3557,1.19e-07,6.5,0.7470,0.9398,0.9639
980,0.63741,0.61852,17.3558,1.09e-07,6.3,0.7349,0.9398,0.9639
981,0.61766,0.63438,17.3558,9.87e-08,6.5,0.7349,0.9398,0.9639
982,0.56267,0.63298,17.3558,8.90e-08,6.5,0.7590,0.9398,0.9639
983,0.59692,0.62193,17.3558,7.99e-08,6.4,0.7590,0.9398,0.9639
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985,0.56360,0.61998,17.3558,6.32e-08,6.8,0.7590,0.9398,0.9639
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987,0.52435,0.62236,17.3559,4.84e-08,6.7,0.7229,0.9277,0.9639
988,0.55468,0.64027,17.3559,4.17e-08,6.4,0.7349,0.9398,0.9639
989,0.61146,0.64297,17.3559,3.55e-08,6.3,0.7229,0.9398,0.9518
990,0.54428,0.61857,17.3559,2.99e-08,6.6,0.7349,0.9398,0.9639
991,0.54169,0.63811,17.3559,2.47e-08,6.3,0.7711,0.9398,0.9639
992,0.58348,0.63507,17.3559,2.00e-08,6.5,0.7349,0.9398,0.9639
993,0.64336,0.64104,17.3559,1.58e-08,6.5,0.7108,0.9398,0.9639
994,0.62006,0.63831,17.3559,1.21e-08,6.4,0.7590,0.9398,0.9639
995,0.59982,0.62628,17.3559,8.88e-09,6.4,0.7590,0.9398,0.9639
996,0.56332,0.63159,17.3559,6.17e-09,6.6,0.7349,0.9398,0.9639
997,0.67282,0.64076,17.3559,3.95e-09,6.5,0.7470,0.9398,0.9639
998,0.57685,0.64792,17.3559,2.22e-09,6.5,0.7470,0.9398,0.9639
999,0.59728,0.62934,17.3559,9.87e-10,6.4,0.7470,0.9398,0.9639
1000,0.62899,0.63432,17.3559,2.47e-10,6.4,0.7229,0.9398,0.9639