-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathbaseline.log
202 lines (202 loc) · 26.7 KB
/
baseline.log
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
[2022/02/21 14:22:18] - Namespace(attack='pgd', attack_iters=10, batch_size=128, chkpt_iters=10, cutout=False, cutout_len=None, data_dir='../cifar-data', epochs=200, epsilon=8, eval=False, fgsm_alpha=1.25, fgsm_init='random', fname='cifar_model', half=False, l1=0, l2=0, lr_drop_epoch=100, lr_max=0.1, lr_one_drop=0.01, lr_schedule='piecewise', mixup=False, mixup_alpha=None, model='PreActResNet18', norm='l_inf', pgd_alpha=2, restarts=1, resume=0, seed=0, val=False, width_factor=10)
[2022/02/21 14:22:58] - Epoch Train Time Test Time LR Train Loss Train Acc Train Robust Loss Train Robust Acc Test Loss Test Acc Test Robust Loss Test Robust Acc
[2022/02/21 14:26:16] - 0 169.5 28.7 0.1000 2.0000 0.2693 2.1723 0.1937 1.8018 0.3569 1.9896 0.2677
[2022/02/21 14:29:16] - 1 151.3 28.7 0.1000 1.7158 0.3823 1.9849 0.2559 1.6075 0.4316 1.8736 0.3007
[2022/02/21 14:32:16] - 2 151.3 28.7 0.1000 1.5969 0.4337 1.9091 0.2845 1.5189 0.4607 1.8165 0.3141
[2022/02/21 14:35:17] - 3 151.2 28.7 0.1000 1.5031 0.4772 1.8505 0.3034 1.4399 0.4802 1.7675 0.3343
[2022/02/21 14:38:17] - 4 151.3 28.7 0.1000 1.4105 0.5207 1.7924 0.3241 1.3593 0.5572 1.7283 0.3550
[2022/02/21 14:41:17] - 5 151.3 28.7 0.1000 1.3362 0.5571 1.7474 0.3392 1.2549 0.5896 1.6678 0.3710
[2022/02/21 14:44:18] - 6 151.3 28.7 0.1000 1.2746 0.5824 1.7054 0.3552 1.2264 0.6137 1.6152 0.4042
[2022/02/21 14:47:18] - 7 151.3 28.7 0.1000 1.2291 0.6056 1.6769 0.3669 1.1368 0.6325 1.6016 0.3906
[2022/02/21 14:50:18] - 8 151.2 28.7 0.1000 1.1886 0.6230 1.6496 0.3767 1.1334 0.6109 1.6006 0.3912
[2022/02/21 14:53:18] - 9 151.3 28.7 0.1000 1.1530 0.6402 1.6288 0.3830 1.1064 0.6288 1.5758 0.4071
[2022/02/21 14:56:19] - 10 151.3 28.7 0.1000 1.1318 0.6484 1.6147 0.3885 1.0588 0.6488 1.5654 0.4085
[2022/02/21 14:59:19] - 11 151.2 28.7 0.1000 1.1042 0.6631 1.5958 0.3956 1.0720 0.6476 1.5487 0.4073
[2022/02/21 15:02:19] - 12 151.3 28.7 0.1000 1.0842 0.6697 1.5820 0.4003 1.0835 0.6526 1.5631 0.4198
[2022/02/21 15:05:20] - 13 151.3 28.7 0.1000 1.0661 0.6764 1.5698 0.4037 1.0564 0.6669 1.5331 0.4276
[2022/02/21 15:08:20] - 14 151.3 28.7 0.1000 1.0391 0.6895 1.5512 0.4124 1.0174 0.6619 1.5226 0.4263
[2022/02/21 15:11:20] - 15 151.2 28.7 0.1000 1.0250 0.6963 1.5411 0.4137 0.9941 0.6833 1.5027 0.4350
[2022/02/21 15:14:20] - 16 151.3 28.7 0.1000 1.0161 0.6964 1.5352 0.4183 1.0128 0.6647 1.5153 0.4330
[2022/02/21 15:17:20] - 17 151.3 28.7 0.1000 1.0080 0.7023 1.5290 0.4204 1.0072 0.6967 1.5049 0.4360
[2022/02/21 15:20:21] - 18 151.3 28.7 0.1000 0.9923 0.7071 1.5192 0.4249 1.0001 0.7009 1.4825 0.4487
[2022/02/21 15:23:21] - 19 151.2 28.7 0.1000 0.9824 0.7120 1.5105 0.4274 0.9317 0.7226 1.5077 0.4290
[2022/02/21 15:26:21] - 20 151.3 28.7 0.1000 0.9716 0.7179 1.5023 0.4281 0.9661 0.7125 1.4874 0.4424
[2022/02/21 15:29:21] - 21 151.3 28.7 0.1000 0.9673 0.7196 1.4967 0.4332 0.9524 0.6966 1.4660 0.4478
[2022/02/21 15:32:21] - 22 151.3 28.7 0.1000 0.9538 0.7250 1.4889 0.4359 0.9284 0.7162 1.4616 0.4488
[2022/02/21 15:35:22] - 23 151.3 28.7 0.1000 0.9520 0.7261 1.4878 0.4340 0.9644 0.6999 1.4607 0.4529
[2022/02/21 15:38:22] - 24 151.3 28.7 0.1000 0.9469 0.7282 1.4845 0.4380 0.9507 0.6976 1.4710 0.4462
[2022/02/21 15:41:22] - 25 151.3 28.7 0.1000 0.9389 0.7338 1.4790 0.4382 0.9466 0.7169 1.4606 0.4525
[2022/02/21 15:44:22] - 26 151.3 28.7 0.1000 0.9306 0.7335 1.4731 0.4378 0.9119 0.7098 1.4478 0.4609
[2022/02/21 15:47:22] - 27 151.3 28.7 0.1000 0.9250 0.7375 1.4674 0.4437 0.9389 0.7151 1.4661 0.4530
[2022/02/21 15:50:22] - 28 151.2 28.7 0.1000 0.9227 0.7391 1.4674 0.4435 0.9524 0.6946 1.4976 0.4407
[2022/02/21 15:53:22] - 29 151.3 28.7 0.1000 0.9180 0.7397 1.4639 0.4422 0.9027 0.7314 1.4327 0.4646
[2022/02/21 15:56:23] - 30 151.3 28.7 0.1000 0.9130 0.7408 1.4607 0.4461 0.9586 0.7057 1.4907 0.4445
[2022/02/21 15:59:23] - 31 151.2 28.7 0.1000 0.9024 0.7459 1.4506 0.4488 0.9312 0.7144 1.4587 0.4557
[2022/02/21 16:02:23] - 32 151.3 28.7 0.1000 0.9024 0.7469 1.4524 0.4462 0.9355 0.7262 1.4512 0.4635
[2022/02/21 16:05:22] - 33 151.2 28.7 0.1000 0.8965 0.7495 1.4474 0.4505 0.9000 0.7128 1.4332 0.4657
[2022/02/21 16:08:23] - 34 151.4 28.7 0.1000 0.8966 0.7488 1.4488 0.4505 0.9256 0.7083 1.4455 0.4584
[2022/02/21 16:11:23] - 35 151.3 28.7 0.1000 0.8928 0.7489 1.4444 0.4510 0.9343 0.7137 1.4918 0.4350
[2022/02/21 16:14:23] - 36 151.3 28.7 0.1000 0.8936 0.7489 1.4451 0.4506 0.9080 0.7248 1.4399 0.4582
[2022/02/21 16:17:23] - 37 151.3 28.7 0.1000 0.8910 0.7492 1.4428 0.4509 0.9093 0.7221 1.4381 0.4616
[2022/02/21 16:20:23] - 38 151.3 28.7 0.1000 0.8893 0.7531 1.4414 0.4496 0.9248 0.7209 1.4543 0.4631
[2022/02/21 16:23:23] - 39 151.3 28.7 0.1000 0.8889 0.7519 1.4430 0.4514 0.8724 0.7427 1.4241 0.4647
[2022/02/21 16:26:23] - 40 151.2 28.7 0.1000 0.8772 0.7581 1.4328 0.4544 0.9367 0.6726 1.4882 0.4336
[2022/02/21 16:29:23] - 41 151.3 28.7 0.1000 0.8762 0.7577 1.4323 0.4554 0.9079 0.7206 1.4482 0.4598
[2022/02/21 16:32:23] - 42 151.3 28.7 0.1000 0.8769 0.7556 1.4329 0.4564 0.8835 0.7467 1.4508 0.4568
[2022/02/21 16:35:23] - 43 151.2 28.7 0.1000 0.8772 0.7564 1.4321 0.4555 0.9068 0.7261 1.4313 0.4627
[2022/02/21 16:38:23] - 44 151.3 28.7 0.1000 0.8718 0.7604 1.4297 0.4576 0.8869 0.7337 1.4203 0.4754
[2022/02/21 16:41:23] - 45 151.3 28.7 0.1000 0.8726 0.7580 1.4301 0.4550 0.9067 0.7401 1.4663 0.4603
[2022/02/21 16:44:23] - 46 151.3 28.7 0.1000 0.8710 0.7623 1.4305 0.4548 0.9167 0.7362 1.4171 0.4798
[2022/02/21 16:47:23] - 47 151.3 28.7 0.1000 0.8658 0.7630 1.4260 0.4587 0.9033 0.7324 1.4398 0.4545
[2022/02/21 16:50:23] - 48 151.2 28.7 0.1000 0.8659 0.7599 1.4237 0.4570 0.8796 0.7407 1.4060 0.4730
[2022/02/21 16:53:23] - 49 151.4 28.7 0.1000 0.8617 0.7637 1.4222 0.4607 0.8638 0.7518 1.4287 0.4641
[2022/02/21 16:56:23] - 50 151.3 28.7 0.1000 0.8623 0.7626 1.4223 0.4570 0.8622 0.7311 1.4104 0.4754
[2022/02/21 16:59:23] - 51 151.3 28.7 0.1000 0.8604 0.7627 1.4211 0.4578 0.9265 0.7349 1.4484 0.4671
[2022/02/21 17:02:23] - 52 151.2 28.7 0.1000 0.8546 0.7690 1.4160 0.4626 0.8446 0.7263 1.4277 0.4638
[2022/02/21 17:05:23] - 53 151.3 28.7 0.1000 0.8559 0.7675 1.4179 0.4589 0.8832 0.7476 1.4198 0.4733
[2022/02/21 17:08:23] - 54 151.3 28.7 0.1000 0.8543 0.7693 1.4165 0.4609 0.8549 0.7264 1.4325 0.4610
[2022/02/21 17:11:23] - 55 151.2 28.7 0.1000 0.8520 0.7679 1.4154 0.4615 0.8501 0.7355 1.4261 0.4688
[2022/02/21 17:14:23] - 56 151.2 28.7 0.1000 0.8530 0.7683 1.4159 0.4600 0.9055 0.7309 1.4262 0.4787
[2022/02/21 17:17:23] - 57 151.3 28.7 0.1000 0.8504 0.7694 1.4138 0.4617 0.8750 0.7493 1.4166 0.4763
[2022/02/21 17:20:23] - 58 151.3 28.7 0.1000 0.8516 0.7697 1.4162 0.4603 0.8828 0.7309 1.4172 0.4716
[2022/02/21 17:23:23] - 59 151.2 28.7 0.1000 0.8477 0.7709 1.4100 0.4636 0.8919 0.7391 1.4451 0.4560
[2022/02/21 17:26:23] - 60 151.3 28.7 0.1000 0.8454 0.7707 1.4093 0.4643 0.8804 0.7276 1.4147 0.4676
[2022/02/21 17:29:23] - 61 151.3 28.7 0.1000 0.8472 0.7689 1.4113 0.4632 0.8868 0.7510 1.4252 0.4716
[2022/02/21 17:32:23] - 62 151.3 28.7 0.1000 0.8450 0.7716 1.4095 0.4620 0.8673 0.7396 1.4167 0.4690
[2022/02/21 17:35:23] - 63 151.3 28.7 0.1000 0.8459 0.7712 1.4114 0.4606 0.8968 0.7341 1.4290 0.4696
[2022/02/21 17:38:23] - 64 151.2 28.7 0.1000 0.8429 0.7740 1.4082 0.4622 0.8785 0.7314 1.4214 0.4736
[2022/02/21 17:41:23] - 65 151.2 28.7 0.1000 0.8415 0.7739 1.4074 0.4624 0.8997 0.7266 1.4193 0.4713
[2022/02/21 17:44:23] - 66 151.3 28.7 0.1000 0.8416 0.7735 1.4060 0.4619 0.8700 0.7444 1.4294 0.4659
[2022/02/21 17:47:23] - 67 151.3 28.7 0.1000 0.8381 0.7707 1.4026 0.4640 0.8466 0.7372 1.4775 0.4506
[2022/02/21 17:50:23] - 68 151.3 28.7 0.1000 0.8433 0.7710 1.4073 0.4629 0.8809 0.7460 1.4173 0.4730
[2022/02/21 17:53:23] - 69 151.3 28.7 0.1000 0.8366 0.7751 1.4035 0.4679 0.8562 0.7428 1.4274 0.4636
[2022/02/21 17:56:23] - 70 151.2 28.7 0.1000 0.8361 0.7744 1.4027 0.4670 0.8734 0.7370 1.4270 0.4637
[2022/02/21 17:59:23] - 71 151.3 28.7 0.1000 0.8385 0.7742 1.4048 0.4660 0.8598 0.7360 1.3976 0.4731
[2022/02/21 18:02:23] - 72 151.2 28.7 0.1000 0.8336 0.7757 1.4005 0.4667 0.8434 0.7469 1.3957 0.4765
[2022/02/21 18:05:22] - 73 151.3 28.7 0.1000 0.8365 0.7767 1.4042 0.4647 0.8469 0.7422 1.4358 0.4600
[2022/02/21 18:08:22] - 74 151.3 28.7 0.1000 0.8374 0.7740 1.4057 0.4635 0.8755 0.7331 1.4231 0.4700
[2022/02/21 18:11:22] - 75 151.2 28.7 0.1000 0.8327 0.7784 1.3983 0.4667 0.8638 0.7551 1.4217 0.4693
[2022/02/21 18:14:22] - 76 151.2 28.7 0.1000 0.8309 0.7794 1.4014 0.4663 0.8624 0.7212 1.4370 0.4647
[2022/02/21 18:17:22] - 77 151.3 28.7 0.1000 0.8351 0.7737 1.4033 0.4662 0.8573 0.7520 1.4310 0.4668
[2022/02/21 18:20:22] - 78 151.3 28.7 0.1000 0.8311 0.7765 1.3980 0.4639 0.8380 0.7378 1.4202 0.4700
[2022/02/21 18:23:22] - 79 151.3 28.7 0.1000 0.8359 0.7755 1.4013 0.4648 0.8376 0.7566 1.3957 0.4774
[2022/02/21 18:26:22] - 80 151.3 28.7 0.1000 0.8272 0.7785 1.3973 0.4664 0.8644 0.7304 1.4161 0.4700
[2022/02/21 18:29:22] - 81 151.3 28.7 0.1000 0.8287 0.7777 1.3983 0.4654 0.8740 0.7100 1.4437 0.4560
[2022/02/21 18:32:22] - 82 151.3 28.7 0.1000 0.8310 0.7758 1.3990 0.4681 0.8716 0.7317 1.4106 0.4710
[2022/02/21 18:35:22] - 83 151.3 28.7 0.1000 0.8258 0.7801 1.3938 0.4695 0.8450 0.7472 1.4161 0.4705
[2022/02/21 18:38:22] - 84 151.3 28.7 0.1000 0.8237 0.7820 1.3939 0.4675 0.8308 0.7518 1.4067 0.4657
[2022/02/21 18:41:22] - 85 151.3 28.7 0.1000 0.8256 0.7801 1.3930 0.4679 0.8758 0.7287 1.4211 0.4728
[2022/02/21 18:44:22] - 86 151.3 28.7 0.1000 0.8272 0.7779 1.3970 0.4676 0.8945 0.6970 1.4326 0.4569
[2022/02/21 18:47:22] - 87 151.3 28.7 0.1000 0.8242 0.7804 1.3943 0.4667 0.8778 0.7306 1.4332 0.4680
[2022/02/21 18:50:22] - 88 151.2 28.7 0.1000 0.8304 0.7772 1.3980 0.4659 0.8538 0.7475 1.4129 0.4723
[2022/02/21 18:53:22] - 89 151.3 28.7 0.1000 0.8239 0.7799 1.3935 0.4668 0.8915 0.7276 1.4701 0.4538
[2022/02/21 18:56:22] - 90 151.3 28.7 0.1000 0.8212 0.7829 1.3901 0.4707 0.8302 0.7565 1.4041 0.4769
[2022/02/21 18:59:22] - 91 151.3 28.7 0.1000 0.8264 0.7789 1.3962 0.4679 0.8963 0.7385 1.4409 0.4644
[2022/02/21 19:02:22] - 92 151.3 28.7 0.1000 0.8265 0.7767 1.3967 0.4667 0.9080 0.7339 1.4326 0.4833
[2022/02/21 19:05:22] - 93 151.3 28.7 0.1000 0.8222 0.7787 1.3924 0.4687 0.8855 0.7432 1.4212 0.4691
[2022/02/21 19:08:22] - 94 151.3 28.7 0.1000 0.8218 0.7818 1.3916 0.4674 0.8579 0.7353 1.4201 0.4661
[2022/02/21 19:11:22] - 95 151.3 28.7 0.1000 0.8264 0.7790 1.3964 0.4649 0.8673 0.7480 1.4077 0.4693
[2022/02/21 19:14:22] - 96 151.3 28.7 0.1000 0.8233 0.7805 1.3920 0.4693 0.8410 0.7398 1.4126 0.4661
[2022/02/21 19:17:22] - 97 151.3 28.7 0.1000 0.8203 0.7837 1.3918 0.4679 0.8332 0.7574 1.4050 0.4750
[2022/02/21 19:20:22] - 98 151.3 28.7 0.1000 0.8156 0.7841 1.3870 0.4690 0.8757 0.7445 1.4250 0.4728
[2022/02/21 19:23:22] - 99 151.3 28.7 0.0100 0.8204 0.7802 1.3910 0.4679 0.8702 0.7221 1.4084 0.4785
[2022/02/21 19:26:22] - 100 151.3 28.7 0.0100 0.7073 0.8176 1.1999 0.5365 0.6533 0.8078 1.2702 0.5132
[2022/02/21 19:29:23] - 101 151.3 28.7 0.0100 0.6276 0.8387 1.1344 0.5566 0.6375 0.8114 1.2618 0.5214
[2022/02/21 19:32:23] - 102 151.3 28.7 0.0100 0.5993 0.8456 1.1088 0.5671 0.6477 0.8104 1.2831 0.5189
[2022/02/21 19:35:23] - 103 151.3 28.7 0.0100 0.5810 0.8538 1.0911 0.5703 0.6227 0.8211 1.2583 0.5217
[2022/02/21 19:38:23] - 104 151.3 28.7 0.0100 0.5615 0.8600 1.0737 0.5761 0.6142 0.8224 1.2551 0.5277
[2022/02/21 19:41:24] - 105 151.3 28.7 0.0100 0.5445 0.8660 1.0544 0.5839 0.5903 0.8300 1.2537 0.5267
[2022/02/21 19:44:24] - 106 151.3 28.7 0.0100 0.5336 0.8710 1.0461 0.5877 0.5923 0.8276 1.2587 0.5275
[2022/02/21 19:47:24] - 107 151.3 28.7 0.0100 0.5208 0.8759 1.0328 0.5900 0.6171 0.8164 1.2480 0.5318
[2022/02/21 19:50:24] - 108 151.3 28.7 0.0100 0.5112 0.8758 1.0235 0.5927 0.5902 0.8165 1.2937 0.5144
[2022/02/21 19:53:24] - 109 151.3 28.7 0.0100 0.4997 0.8820 1.0149 0.5973 0.6026 0.8224 1.2917 0.5227
[2022/02/21 19:56:24] - 110 151.3 28.7 0.0100 0.4901 0.8849 1.0050 0.5986 0.5999 0.8290 1.2771 0.5204
[2022/02/21 19:59:24] - 111 151.2 28.7 0.0100 0.4832 0.8874 1.0001 0.5989 0.5794 0.8315 1.3002 0.5173
[2022/02/21 20:02:24] - 112 151.2 28.7 0.0100 0.4727 0.8915 0.9876 0.6034 0.5678 0.8287 1.2883 0.5227
[2022/02/21 20:05:24] - 113 151.3 28.7 0.0100 0.4700 0.8923 0.9871 0.6041 0.5716 0.8282 1.3114 0.5164
[2022/02/21 20:08:24] - 114 151.3 28.7 0.0100 0.4593 0.8971 0.9807 0.6057 0.5844 0.8298 1.2958 0.5125
[2022/02/21 20:11:24] - 115 151.3 28.7 0.0100 0.4526 0.8982 0.9729 0.6099 0.6046 0.8313 1.2850 0.5240
[2022/02/21 20:14:24] - 116 151.3 28.7 0.0100 0.4502 0.8986 0.9661 0.6101 0.5569 0.8328 1.3647 0.5068
[2022/02/21 20:17:24] - 117 151.3 28.7 0.0100 0.4429 0.9008 0.9612 0.6111 0.5632 0.8299 1.3135 0.5188
[2022/02/21 20:20:24] - 118 151.3 28.7 0.0100 0.4373 0.9043 0.9587 0.6111 0.5764 0.8217 1.3433 0.5066
[2022/02/21 20:23:24] - 119 151.2 28.7 0.0100 0.4346 0.9054 0.9532 0.6131 0.5810 0.8271 1.3469 0.5086
[2022/02/21 20:26:24] - 120 151.3 28.7 0.0100 0.4274 0.9084 0.9492 0.6148 0.5466 0.8349 1.3751 0.5029
[2022/02/21 20:29:24] - 121 151.3 28.7 0.0100 0.4227 0.9106 0.9431 0.6158 0.5710 0.8281 1.3375 0.5102
[2022/02/21 20:32:24] - 122 151.3 28.7 0.0100 0.4159 0.9110 0.9364 0.6171 0.5968 0.8195 1.3445 0.5111
[2022/02/21 20:35:24] - 123 151.2 28.7 0.0100 0.4139 0.9114 0.9341 0.6205 0.5565 0.8257 1.4021 0.4932
[2022/02/21 20:38:24] - 124 151.2 28.7 0.0100 0.4082 0.9158 0.9314 0.6193 0.5557 0.8334 1.3972 0.4979
[2022/02/21 20:41:24] - 125 151.3 28.7 0.0100 0.4048 0.9161 0.9278 0.6212 0.5542 0.8298 1.3788 0.5019
[2022/02/21 20:44:24] - 126 151.3 28.7 0.0100 0.4015 0.9159 0.9237 0.6231 0.5951 0.8230 1.3536 0.5111
[2022/02/21 20:47:24] - 127 151.3 28.7 0.0100 0.3974 0.9182 0.9169 0.6246 0.5810 0.8310 1.3677 0.5039
[2022/02/21 20:50:24] - 128 151.3 28.7 0.0100 0.3920 0.9217 0.9149 0.6257 0.5699 0.8349 1.3769 0.4988
[2022/02/21 20:53:24] - 129 151.3 28.7 0.0100 0.3914 0.9207 0.9143 0.6255 0.5859 0.8219 1.3516 0.5112
[2022/02/21 20:56:24] - 130 151.3 28.7 0.0100 0.3861 0.9227 0.9081 0.6265 0.5741 0.8238 1.3966 0.4969
[2022/02/21 20:59:24] - 131 151.2 28.7 0.0100 0.3821 0.9235 0.9019 0.6278 0.5698 0.8312 1.3773 0.5039
[2022/02/21 21:02:24] - 132 151.2 28.7 0.0100 0.3763 0.9251 0.8983 0.6292 0.5629 0.8306 1.4010 0.5020
[2022/02/21 21:05:23] - 133 151.3 28.7 0.0100 0.3739 0.9268 0.8981 0.6301 0.5560 0.8255 1.4123 0.4931
[2022/02/21 21:08:23] - 134 151.3 28.7 0.0100 0.3716 0.9279 0.8956 0.6317 0.5448 0.8331 1.3960 0.5002
[2022/02/21 21:11:23] - 135 151.3 28.7 0.0100 0.3668 0.9277 0.8847 0.6369 0.5870 0.8240 1.3786 0.5047
[2022/02/21 21:14:23] - 136 151.2 28.7 0.0100 0.3610 0.9296 0.8829 0.6345 0.5579 0.8283 1.4251 0.4923
[2022/02/21 21:17:23] - 137 151.3 28.7 0.0100 0.3627 0.9303 0.8833 0.6354 0.5597 0.8258 1.5060 0.4807
[2022/02/21 21:20:23] - 138 151.3 28.7 0.0100 0.3554 0.9325 0.8741 0.6371 0.5427 0.8249 1.5011 0.4835
[2022/02/21 21:23:23] - 139 151.2 28.7 0.0100 0.3543 0.9325 0.8746 0.6362 0.5645 0.8328 1.4271 0.4932
[2022/02/21 21:26:23] - 140 151.2 28.7 0.0100 0.3510 0.9338 0.8710 0.6373 0.5631 0.8331 1.3927 0.4999
[2022/02/21 21:29:23] - 141 151.3 28.7 0.0100 0.3454 0.9351 0.8635 0.6402 0.5445 0.8287 1.4807 0.4847
[2022/02/21 21:32:23] - 142 151.3 28.7 0.0100 0.3447 0.9353 0.8653 0.6389 0.5629 0.8256 1.4360 0.4979
[2022/02/21 21:35:23] - 143 151.2 28.7 0.0100 0.3400 0.9367 0.8599 0.6424 0.5864 0.8328 1.4345 0.4924
[2022/02/21 21:38:23] - 144 151.3 28.7 0.0100 0.3397 0.9372 0.8576 0.6412 0.5571 0.8217 1.4693 0.4863
[2022/02/21 21:41:23] - 145 151.3 28.7 0.0100 0.3330 0.9396 0.8497 0.6450 0.5525 0.8268 1.4359 0.4986
[2022/02/21 21:44:23] - 146 151.3 28.7 0.0100 0.3316 0.9389 0.8511 0.6450 0.5474 0.8272 1.5078 0.4856
[2022/02/21 21:47:23] - 147 151.3 28.7 0.0100 0.3289 0.9406 0.8446 0.6480 0.5539 0.8361 1.4849 0.4876
[2022/02/21 21:50:23] - 148 151.3 28.7 0.0100 0.3228 0.9410 0.8350 0.6515 0.5427 0.8364 1.4849 0.4885
[2022/02/21 21:53:23] - 149 151.3 28.7 0.0010 0.3227 0.9418 0.8434 0.6470 0.5652 0.8297 1.4583 0.4905
[2022/02/21 21:56:23] - 150 151.3 28.7 0.0010 0.2868 0.9512 0.7058 0.7068 0.5077 0.8407 1.5386 0.4876
[2022/02/21 21:59:23] - 151 151.2 28.7 0.0010 0.2539 0.9576 0.6566 0.7227 0.5006 0.8446 1.4502 0.5042
[2022/02/21 22:02:23] - 152 151.3 28.7 0.0010 0.2400 0.9590 0.6340 0.7315 0.5026 0.8432 1.4506 0.5074
[2022/02/21 22:05:23] - 153 151.3 28.7 0.0010 0.2299 0.9617 0.6183 0.7365 0.4892 0.8482 1.5487 0.4904
[2022/02/21 22:08:23] - 154 151.3 28.7 0.0010 0.2218 0.9645 0.6079 0.7404 0.4885 0.8493 1.5726 0.4902
[2022/02/21 22:11:23] - 155 151.3 28.7 0.0010 0.2159 0.9649 0.5985 0.7429 0.4859 0.8460 1.6986 0.4762
[2022/02/21 22:14:23] - 156 151.3 28.7 0.0010 0.2105 0.9663 0.5899 0.7475 0.4885 0.8486 1.5747 0.4913
[2022/02/21 22:17:23] - 157 151.3 28.7 0.0010 0.2061 0.9665 0.5830 0.7493 0.4843 0.8442 1.6454 0.4889
[2022/02/21 22:20:22] - 158 151.3 28.7 0.0010 0.1997 0.9681 0.5750 0.7533 0.5149 0.8416 1.5647 0.4891
[2022/02/21 22:23:22] - 159 151.3 28.7 0.0010 0.1962 0.9689 0.5684 0.7548 0.4778 0.8478 1.6984 0.4805
[2022/02/21 22:26:23] - 160 151.2 28.7 0.0010 0.1932 0.9701 0.5597 0.7596 0.4833 0.8453 1.6163 0.4904
[2022/02/21 22:29:23] - 161 151.3 28.7 0.0010 0.1883 0.9704 0.5550 0.7602 0.4883 0.8445 1.7399 0.4784
[2022/02/21 22:32:23] - 162 151.3 28.7 0.0010 0.1852 0.9713 0.5500 0.7642 0.4789 0.8465 1.7975 0.4645
[2022/02/21 22:35:22] - 163 151.3 28.7 0.0010 0.1815 0.9715 0.5447 0.7655 0.4756 0.8492 1.6863 0.4750
[2022/02/21 22:38:22] - 164 151.3 28.7 0.0010 0.1790 0.9731 0.5393 0.7650 0.4860 0.8461 1.6230 0.4849
[2022/02/21 22:41:22] - 165 151.3 28.7 0.0010 0.1760 0.9735 0.5349 0.7681 0.4914 0.8427 1.6301 0.4869
[2022/02/21 22:44:22] - 166 151.3 28.7 0.0010 0.1729 0.9747 0.5276 0.7713 0.4880 0.8418 1.7496 0.4780
[2022/02/21 22:47:22] - 167 151.3 28.7 0.0010 0.1709 0.9746 0.5267 0.7701 0.4755 0.8483 1.6828 0.4841
[2022/02/21 22:50:22] - 168 151.3 28.7 0.0010 0.1678 0.9754 0.5233 0.7718 0.4833 0.8449 1.7784 0.4771
[2022/02/21 22:53:22] - 169 151.3 28.7 0.0010 0.1653 0.9758 0.5169 0.7748 0.4758 0.8459 1.7269 0.4769
[2022/02/21 22:56:22] - 170 151.3 28.7 0.0010 0.1632 0.9767 0.5128 0.7773 0.4897 0.8458 1.7277 0.4772
[2022/02/21 22:59:22] - 171 151.3 28.7 0.0010 0.1608 0.9765 0.5088 0.7783 0.4792 0.8483 1.8535 0.4715
[2022/02/21 23:02:22] - 172 151.3 28.7 0.0010 0.1580 0.9774 0.5051 0.7792 0.5226 0.8348 1.7387 0.4750
[2022/02/21 23:05:22] - 173 151.3 28.7 0.0010 0.1569 0.9774 0.5024 0.7807 0.4929 0.8449 1.7468 0.4777
[2022/02/21 23:08:22] - 174 151.3 28.7 0.0010 0.1541 0.9788 0.4998 0.7805 0.4809 0.8463 1.8562 0.4656
[2022/02/21 23:11:22] - 175 151.3 28.7 0.0010 0.1513 0.9792 0.4951 0.7837 0.4800 0.8473 1.7956 0.4707
[2022/02/21 23:14:22] - 176 151.2 28.7 0.0010 0.1494 0.9788 0.4903 0.7868 0.4884 0.8424 1.7942 0.4790
[2022/02/21 23:17:22] - 177 151.3 28.7 0.0010 0.1472 0.9798 0.4881 0.7868 0.4911 0.8437 1.7985 0.4729
[2022/02/21 23:20:22] - 178 151.3 28.7 0.0010 0.1433 0.9808 0.4805 0.7908 0.5137 0.8369 1.7166 0.4788
[2022/02/21 23:23:22] - 179 151.3 28.7 0.0010 0.1434 0.9806 0.4812 0.7888 0.4994 0.8450 1.8057 0.4693
[2022/02/21 23:26:22] - 180 151.3 28.7 0.0010 0.1416 0.9810 0.4783 0.7907 0.4858 0.8463 1.7202 0.4781
[2022/02/21 23:29:22] - 181 151.3 28.7 0.0010 0.1394 0.9812 0.4756 0.7939 0.4906 0.8440 1.8115 0.4761
[2022/02/21 23:32:22] - 182 151.3 28.7 0.0010 0.1382 0.9807 0.4750 0.7932 0.4822 0.8473 1.9357 0.4627
[2022/02/21 23:35:22] - 183 151.3 28.7 0.0010 0.1358 0.9825 0.4676 0.7962 0.5111 0.8386 1.7777 0.4743
[2022/02/21 23:38:22] - 184 151.3 28.7 0.0010 0.1341 0.9821 0.4652 0.7966 0.4938 0.8423 1.8699 0.4713
[2022/02/21 23:41:22] - 185 151.3 28.7 0.0010 0.1331 0.9825 0.4637 0.7963 0.4923 0.8434 1.8465 0.4693
[2022/02/21 23:44:22] - 186 151.3 28.7 0.0010 0.1303 0.9829 0.4610 0.7971 0.4993 0.8409 1.8210 0.4708
[2022/02/21 23:47:22] - 187 151.2 28.7 0.0010 0.1306 0.9827 0.4613 0.7976 0.4988 0.8405 1.8349 0.4735
[2022/02/21 23:50:22] - 188 151.3 28.7 0.0010 0.1280 0.9838 0.4598 0.7995 0.4913 0.8437 1.8453 0.4668
[2022/02/21 23:53:22] - 189 151.3 28.7 0.0010 0.1257 0.9842 0.4496 0.8045 0.4907 0.8414 1.8457 0.4683
[2022/02/21 23:56:22] - 190 151.3 28.7 0.0010 0.1247 0.9843 0.4500 0.8026 0.4788 0.8453 1.8642 0.4702
[2022/02/21 23:59:22] - 191 151.3 28.7 0.0010 0.1223 0.9849 0.4483 0.8013 0.4922 0.8423 1.9001 0.4686
[2022/02/22 00:02:22] - 192 151.2 28.7 0.0010 0.1209 0.9849 0.4437 0.8051 0.4898 0.8431 1.8902 0.4673
[2022/02/22 00:05:22] - 193 151.3 28.7 0.0010 0.1187 0.9856 0.4401 0.8073 0.4906 0.8414 1.9538 0.4584
[2022/02/22 00:08:22] - 194 151.3 28.7 0.0010 0.1179 0.9856 0.4392 0.8066 0.4895 0.8479 1.9318 0.4622
[2022/02/22 00:11:22] - 195 151.3 28.7 0.0010 0.1155 0.9860 0.4349 0.8113 0.4912 0.8442 1.9214 0.4652
[2022/02/22 00:14:22] - 196 151.3 28.7 0.0010 0.1152 0.9860 0.4367 0.8095 0.4936 0.8418 1.9593 0.4629
[2022/02/22 00:17:22] - 197 151.3 28.7 0.0010 0.1131 0.9869 0.4298 0.8098 0.4870 0.8452 1.9148 0.4644
[2022/02/22 00:20:22] - 198 151.3 28.7 0.0010 0.1124 0.9862 0.4294 0.8121 0.4979 0.8379 1.8972 0.4691
[2022/02/22 00:23:22] - 199 151.3 28.7 0.0010 0.1118 0.9860 0.4282 0.8121 0.4948 0.8419 1.9588 0.4600